magnitude_scaling.html 1.83 MB
Newer Older
Steve Tjoa's avatar
Steve Tjoa committed
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747 748 749 750 751 752 753 754 755 756 757 758 759 760 761 762 763 764 765 766 767 768 769 770 771 772 773 774 775 776 777 778 779 780 781 782 783 784 785 786 787 788 789 790 791 792 793 794 795 796 797 798 799 800 801 802 803 804 805 806 807 808 809 810 811 812 813 814 815 816 817 818 819 820 821 822 823 824 825 826 827 828 829 830 831 832 833 834 835 836 837 838 839 840 841 842 843 844 845 846 847 848 849 850 851 852 853 854 855 856 857 858 859 860 861 862 863 864 865 866 867 868 869 870 871 872 873 874 875 876 877 878 879 880 881 882 883 884 885 886 887 888 889 890 891 892 893 894 895 896 897 898 899 900 901 902 903 904 905 906 907 908 909 910 911 912 913 914 915 916 917 918 919 920 921 922 923 924 925 926 927 928 929 930 931 932 933 934 935 936 937 938 939 940 941 942 943 944 945 946 947 948 949 950 951 952 953 954 955 956 957 958 959 960 961 962 963 964 965 966 967 968 969 970 971 972 973 974 975 976 977 978 979 980 981 982 983 984 985 986 987 988 989 990 991 992 993 994 995 996 997 998 999 1000 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 1040 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 1105 1106 1107 1108 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 1158 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1169 1170 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1197 1198 1199 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 1237 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 1262 1263 1264 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 1291 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 1342 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 1353 1354 1355 1356 1357 1358 1359 1360 1361 1362 1363 1364 1365 1366 1367 1368 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 1404 1405 1406 1407 1408 1409 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 1420 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 1431 1432 1433 1434 1435 1436 1437 1438 1439 1440 1441 1442 1443 1444 1445 1446 1447 1448 1449 1450 1451 1452 1453 1454 1455 1456 1457 1458 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 1470 1471 1472 1473 1474 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 1486 1487 1488 1489 1490 1491 1492 1493 1494 1495 1496 1497 1498 1499 1500 1501 1502 1503 1504 1505 1506 1507 1508 1509 1510 1511 1512 1513 1514 1515 1516 1517 1518 1519 1520 1521 1522 1523 1524 1525 1526 1527 1528 1529 1530 1531 1532 1533 1534 1535 1536 1537 1538 1539 1540 1541 1542 1543 1544 1545 1546 1547 1548 1549 1550 1551 1552 1553 1554 1555 1556 1557 1558 1559 1560 1561 1562 1563 1564 1565 1566 1567 1568 1569 1570 1571 1572 1573 1574 1575 1576 1577 1578 1579 1580 1581 1582 1583 1584 1585 1586 1587 1588 1589 1590 1591 1592 1593 1594 1595 1596 1597 1598 1599 1600 1601 1602 1603 1604 1605 1606 1607 1608 1609 1610 1611 1612 1613 1614 1615 1616 1617 1618 1619 1620 1621 1622 1623 1624 1625 1626 1627 1628 1629 1630 1631 1632 1633 1634 1635 1636 1637 1638 1639 1640 1641 1642 1643 1644 1645 1646 1647 1648 1649 1650 1651 1652 1653 1654 1655 1656 1657 1658 1659 1660 1661 1662 1663 1664 1665 1666 1667 1668 1669 1670 1671 1672 1673 1674 1675 1676 1677 1678 1679 1680 1681 1682 1683 1684 1685 1686 1687 1688 1689 1690 1691 1692 1693 1694 1695 1696 1697 1698 1699 1700 1701 1702 1703 1704 1705 1706 1707 1708 1709 1710 1711 1712 1713 1714 1715 1716 1717 1718 1719 1720 1721 1722 1723 1724 1725 1726 1727 1728 1729 1730 1731 1732 1733 1734 1735 1736 1737 1738 1739 1740 1741 1742 1743 1744 1745 1746 1747 1748 1749 1750 1751 1752 1753 1754 1755 1756 1757 1758 1759 1760 1761 1762 1763 1764 1765 1766 1767 1768 1769 1770 1771 1772 1773 1774 1775 1776 1777 1778 1779 1780 1781 1782 1783 1784 1785 1786 1787 1788 1789 1790 1791 1792 1793 1794 1795 1796 1797 1798 1799 1800 1801 1802 1803 1804 1805 1806 1807 1808 1809 1810 1811 1812 1813 1814 1815 1816 1817 1818 1819 1820 1821 1822 1823 1824 1825 1826 1827 1828 1829 1830 1831 1832 1833 1834 1835 1836 1837 1838 1839 1840 1841 1842 1843 1844 1845 1846 1847 1848 1849 1850 1851 1852 1853 1854 1855 1856 1857 1858 1859 1860 1861 1862 1863 1864 1865 1866 1867 1868 1869 1870 1871 1872 1873 1874 1875 1876 1877 1878 1879 1880 1881 1882 1883 1884 1885 1886 1887 1888 1889 1890 1891 1892 1893 1894 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 1905 1906 1907 1908 1909 1910 1911 1912 1913 1914 1915 1916 1917 1918 1919 1920 1921 1922 1923 1924 1925 1926 1927 1928 1929 1930 1931 1932 1933 1934 1935 1936 1937 1938 1939 1940 1941 1942 1943 1944 1945 1946 1947 1948 1949 1950 1951 1952 1953 1954 1955 1956 1957 1958 1959 1960 1961 1962 1963 1964 1965 1966 1967 1968 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 1979 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025 2026 2027 2028 2029 2030 2031 2032 2033 2034 2035 2036 2037 2038 2039 2040 2041 2042 2043 2044 2045 2046 2047 2048 2049 2050 2051 2052 2053 2054 2055 2056 2057 2058 2059 2060 2061 2062 2063 2064 2065 2066 2067 2068 2069 2070 2071 2072 2073 2074 2075 2076 2077 2078 2079 2080 2081 2082 2083 2084 2085 2086 2087 2088 2089 2090 2091 2092 2093 2094 2095 2096 2097 2098 2099 2100 2101 2102 2103 2104 2105 2106 2107 2108 2109 2110 2111 2112 2113 2114 2115 2116 2117 2118 2119 2120 2121 2122 2123 2124 2125 2126 2127 2128 2129 2130 2131 2132 2133 2134 2135 2136 2137 2138 2139 2140 2141 2142 2143 2144 2145 2146 2147 2148 2149 2150 2151 2152 2153 2154 2155 2156 2157 2158 2159 2160 2161 2162 2163 2164 2165 2166 2167 2168 2169 2170 2171 2172 2173 2174 2175 2176 2177 2178 2179 2180 2181 2182 2183 2184 2185 2186 2187 2188 2189 2190 2191 2192 2193 2194 2195 2196 2197 2198 2199 2200 2201 2202 2203 2204 2205 2206 2207 2208 2209 2210 2211 2212 2213 2214 2215 2216 2217 2218 2219 2220 2221 2222 2223 2224 2225 2226 2227 2228 2229 2230 2231 2232 2233 2234 2235 2236 2237 2238 2239 2240 2241 2242 2243 2244 2245 2246 2247 2248 2249 2250 2251 2252 2253 2254 2255 2256 2257 2258 2259 2260 2261 2262 2263 2264 2265 2266 2267 2268 2269 2270 2271 2272 2273 2274 2275 2276 2277 2278 2279 2280 2281 2282 2283 2284 2285 2286 2287 2288 2289 2290 2291 2292 2293 2294 2295 2296 2297 2298 2299 2300 2301 2302 2303 2304 2305 2306 2307 2308 2309 2310 2311 2312 2313 2314 2315 2316 2317 2318 2319 2320 2321 2322 2323 2324 2325 2326 2327 2328 2329 2330 2331 2332 2333 2334 2335 2336 2337 2338 2339 2340 2341 2342 2343 2344 2345 2346 2347 2348 2349 2350 2351 2352 2353 2354 2355 2356 2357 2358 2359 2360 2361 2362 2363 2364 2365 2366 2367 2368 2369 2370 2371 2372 2373 2374 2375 2376 2377 2378 2379 2380 2381 2382 2383 2384 2385 2386 2387 2388 2389 2390 2391 2392 2393 2394 2395 2396 2397 2398 2399 2400 2401 2402 2403 2404 2405 2406 2407 2408 2409 2410 2411 2412 2413 2414 2415 2416 2417 2418 2419 2420 2421 2422 2423 2424 2425 2426 2427 2428 2429 2430 2431 2432 2433 2434 2435 2436 2437 2438 2439 2440 2441 2442 2443 2444 2445 2446 2447 2448 2449 2450 2451 2452 2453 2454 2455 2456 2457 2458 2459 2460 2461 2462 2463 2464 2465 2466 2467 2468 2469 2470 2471 2472 2473 2474 2475 2476 2477 2478 2479 2480 2481 2482 2483 2484 2485 2486 2487 2488 2489 2490 2491 2492 2493 2494 2495 2496 2497 2498 2499 2500 2501 2502 2503 2504 2505 2506 2507 2508 2509 2510 2511 2512 2513 2514 2515 2516 2517 2518 2519 2520 2521 2522 2523 2524 2525 2526 2527 2528 2529 2530 2531 2532 2533 2534 2535 2536 2537 2538 2539 2540 2541 2542 2543 2544 2545 2546 2547 2548 2549 2550 2551 2552 2553 2554 2555 2556 2557 2558 2559 2560 2561 2562 2563 2564 2565 2566 2567 2568 2569 2570 2571 2572 2573 2574 2575 2576 2577 2578 2579 2580 2581 2582 2583 2584 2585 2586 2587 2588 2589 2590 2591 2592 2593 2594 2595 2596 2597 2598 2599 2600 2601 2602 2603 2604 2605 2606 2607 2608 2609 2610 2611 2612 2613 2614 2615 2616 2617 2618 2619 2620 2621 2622 2623 2624 2625 2626 2627 2628 2629 2630 2631 2632 2633 2634 2635 2636 2637 2638 2639 2640 2641 2642 2643 2644 2645 2646 2647 2648 2649 2650 2651 2652 2653 2654 2655 2656 2657 2658 2659 2660 2661 2662 2663 2664 2665 2666 2667 2668 2669 2670 2671 2672 2673 2674 2675 2676 2677 2678 2679 2680 2681 2682 2683 2684 2685 2686 2687 2688 2689 2690 2691 2692 2693 2694 2695 2696 2697 2698 2699 2700 2701 2702 2703 2704 2705 2706 2707 2708 2709 2710 2711 2712 2713 2714 2715 2716 2717 2718 2719 2720 2721 2722 2723 2724 2725 2726 2727 2728 2729 2730 2731 2732 2733 2734 2735 2736 2737 2738 2739 2740 2741 2742 2743 2744 2745 2746 2747 2748 2749 2750 2751 2752 2753 2754 2755 2756 2757 2758 2759 2760 2761 2762 2763 2764 2765 2766 2767 2768 2769 2770 2771 2772 2773 2774 2775 2776 2777 2778 2779 2780 2781 2782 2783 2784 2785 2786 2787 2788 2789 2790 2791 2792 2793 2794 2795 2796 2797 2798 2799 2800 2801 2802 2803 2804 2805 2806 2807 2808 2809 2810 2811 2812 2813 2814 2815 2816 2817 2818 2819 2820 2821 2822 2823 2824 2825 2826 2827 2828 2829 2830 2831 2832 2833 2834 2835 2836 2837 2838 2839 2840 2841 2842 2843 2844 2845 2846 2847 2848 2849 2850 2851 2852 2853 2854 2855 2856 2857 2858 2859 2860 2861 2862 2863 2864 2865 2866 2867 2868 2869 2870 2871 2872 2873 2874 2875 2876 2877 2878 2879 2880 2881 2882 2883 2884 2885 2886 2887 2888 2889 2890 2891 2892 2893 2894 2895 2896 2897 2898 2899 2900 2901 2902 2903 2904 2905 2906 2907 2908 2909 2910 2911 2912 2913 2914 2915 2916 2917 2918 2919 2920 2921 2922 2923 2924 2925 2926 2927 2928 2929 2930 2931 2932 2933 2934 2935 2936 2937 2938 2939 2940 2941 2942 2943 2944 2945 2946 2947 2948 2949 2950 2951 2952 2953 2954 2955 2956 2957 2958 2959 2960 2961 2962 2963 2964 2965 2966 2967 2968 2969 2970 2971 2972 2973 2974 2975 2976 2977 2978 2979 2980 2981 2982 2983 2984 2985 2986 2987 2988 2989 2990 2991 2992 2993 2994 2995 2996 2997 2998 2999 3000 3001 3002 3003 3004 3005 3006 3007 3008 3009 3010 3011 3012 3013 3014 3015 3016 3017 3018 3019 3020 3021 3022 3023 3024 3025 3026 3027 3028 3029 3030 3031 3032 3033 3034 3035 3036 3037 3038 3039 3040 3041 3042 3043 3044 3045 3046 3047 3048 3049 3050 3051 3052 3053 3054 3055 3056 3057 3058 3059 3060 3061 3062 3063 3064 3065 3066 3067 3068 3069 3070 3071 3072 3073 3074 3075 3076 3077 3078 3079 3080 3081 3082 3083 3084 3085 3086 3087 3088 3089 3090 3091 3092 3093 3094 3095 3096 3097 3098 3099 3100 3101 3102 3103 3104 3105 3106 3107 3108 3109 3110 3111 3112 3113 3114 3115 3116 3117 3118 3119 3120 3121 3122 3123 3124 3125 3126 3127 3128 3129 3130 3131 3132 3133 3134 3135 3136 3137 3138 3139 3140 3141 3142 3143 3144 3145 3146 3147 3148 3149 3150 3151 3152 3153 3154 3155 3156 3157 3158 3159 3160 3161 3162 3163 3164 3165 3166 3167 3168 3169 3170 3171 3172 3173 3174 3175 3176 3177 3178 3179 3180 3181 3182 3183 3184 3185 3186 3187 3188 3189 3190 3191 3192 3193 3194 3195 3196 3197 3198 3199 3200 3201 3202 3203 3204 3205 3206 3207 3208 3209 3210 3211 3212 3213 3214 3215 3216 3217 3218 3219 3220 3221 3222 3223 3224 3225 3226 3227 3228 3229 3230 3231 3232 3233 3234 3235 3236 3237 3238 3239 3240 3241 3242 3243 3244 3245 3246 3247 3248 3249 3250 3251 3252 3253 3254 3255 3256 3257 3258 3259 3260 3261 3262 3263 3264 3265 3266 3267 3268 3269 3270 3271 3272 3273 3274 3275 3276 3277 3278 3279 3280 3281 3282 3283 3284 3285 3286 3287 3288 3289 3290 3291 3292 3293 3294 3295 3296 3297 3298 3299 3300 3301 3302 3303 3304 3305 3306 3307 3308 3309 3310 3311 3312 3313 3314 3315 3316 3317 3318 3319 3320 3321 3322 3323 3324 3325 3326 3327 3328 3329 3330 3331 3332 3333 3334 3335 3336 3337 3338 3339 3340 3341 3342 3343 3344 3345 3346 3347 3348 3349 3350 3351 3352 3353 3354 3355 3356 3357 3358 3359 3360 3361 3362 3363 3364 3365 3366 3367 3368 3369 3370 3371 3372 3373 3374 3375 3376 3377 3378 3379 3380 3381 3382 3383 3384 3385 3386 3387 3388 3389 3390 3391 3392 3393 3394 3395 3396 3397 3398 3399 3400 3401 3402 3403 3404 3405 3406 3407 3408 3409 3410 3411 3412 3413 3414 3415 3416 3417 3418 3419 3420 3421 3422 3423 3424 3425 3426 3427 3428 3429 3430 3431 3432 3433 3434 3435 3436 3437 3438 3439 3440 3441 3442 3443 3444 3445 3446 3447 3448 3449 3450 3451 3452 3453 3454 3455 3456 3457 3458 3459 3460 3461 3462 3463 3464 3465 3466 3467 3468 3469 3470 3471 3472 3473 3474 3475 3476 3477 3478 3479 3480 3481 3482 3483 3484 3485 3486 3487 3488 3489 3490 3491 3492 3493 3494 3495 3496 3497 3498 3499 3500 3501 3502 3503 3504 3505 3506 3507 3508 3509 3510 3511 3512 3513 3514 3515 3516 3517 3518 3519 3520 3521 3522 3523 3524 3525 3526 3527 3528 3529 3530 3531 3532 3533 3534 3535 3536 3537 3538 3539 3540 3541 3542 3543 3544 3545 3546 3547 3548 3549 3550 3551 3552 3553 3554 3555 3556 3557 3558 3559 3560 3561 3562 3563 3564 3565 3566 3567 3568 3569 3570 3571 3572 3573 3574 3575 3576 3577 3578 3579 3580 3581 3582 3583 3584 3585 3586 3587 3588 3589 3590 3591 3592 3593 3594 3595 3596 3597 3598 3599 3600 3601 3602 3603 3604 3605 3606 3607 3608 3609 3610 3611 3612 3613 3614 3615 3616 3617 3618 3619 3620 3621 3622 3623 3624 3625 3626 3627 3628 3629 3630 3631 3632 3633 3634 3635 3636 3637 3638 3639 3640 3641 3642 3643 3644 3645 3646 3647 3648 3649 3650 3651 3652 3653 3654 3655 3656 3657 3658 3659 3660 3661 3662 3663 3664 3665 3666 3667 3668 3669 3670 3671 3672 3673 3674 3675 3676 3677 3678 3679 3680 3681 3682 3683 3684 3685 3686 3687 3688 3689 3690 3691 3692 3693 3694 3695 3696 3697 3698 3699 3700 3701 3702 3703 3704 3705 3706 3707 3708 3709 3710 3711 3712 3713 3714 3715 3716 3717 3718 3719 3720 3721 3722 3723 3724 3725 3726 3727 3728 3729 3730 3731 3732 3733 3734 3735 3736 3737 3738 3739 3740 3741 3742 3743 3744 3745 3746 3747 3748 3749 3750 3751 3752 3753 3754 3755 3756 3757 3758 3759 3760 3761 3762 3763 3764 3765 3766 3767 3768 3769 3770 3771 3772 3773 3774 3775 3776 3777 3778 3779 3780 3781 3782 3783 3784 3785 3786 3787 3788 3789 3790 3791 3792 3793 3794 3795 3796 3797 3798 3799 3800 3801 3802 3803 3804 3805 3806 3807 3808 3809 3810 3811 3812 3813 3814 3815 3816 3817 3818 3819 3820 3821 3822 3823 3824 3825 3826 3827 3828 3829 3830 3831 3832 3833 3834 3835 3836 3837 3838 3839 3840 3841 3842 3843 3844 3845 3846 3847 3848 3849 3850 3851 3852 3853 3854 3855 3856 3857 3858 3859 3860 3861 3862 3863 3864 3865 3866 3867 3868 3869 3870 3871 3872 3873 3874 3875 3876 3877 3878 3879 3880 3881 3882 3883 3884 3885 3886 3887 3888 3889 3890 3891 3892 3893 3894 3895 3896 3897 3898 3899 3900 3901 3902 3903 3904 3905 3906 3907 3908 3909 3910 3911 3912 3913 3914 3915 3916 3917 3918 3919 3920 3921 3922 3923 3924 3925 3926 3927 3928 3929 3930 3931 3932 3933 3934 3935 3936 3937 3938 3939 3940 3941 3942 3943 3944 3945 3946 3947 3948 3949 3950 3951 3952 3953 3954 3955 3956 3957 3958 3959 3960 3961 3962 3963 3964 3965 3966 3967 3968 3969 3970 3971 3972 3973 3974 3975 3976 3977 3978 3979 3980 3981 3982 3983 3984 3985 3986 3987 3988 3989 3990 3991 3992 3993 3994 3995 3996 3997 3998 3999 4000 4001 4002 4003 4004 4005 4006 4007 4008 4009 4010 4011 4012 4013 4014 4015 4016 4017 4018 4019 4020 4021 4022 4023 4024 4025 4026 4027 4028 4029 4030 4031 4032 4033 4034 4035 4036 4037 4038 4039 4040 4041 4042 4043 4044 4045 4046 4047 4048 4049 4050 4051 4052 4053 4054 4055 4056 4057 4058 4059 4060 4061 4062 4063 4064 4065 4066 4067 4068 4069 4070 4071 4072 4073 4074 4075 4076 4077 4078 4079 4080 4081 4082 4083 4084 4085 4086 4087 4088 4089 4090 4091 4092 4093 4094 4095 4096 4097 4098 4099 4100 4101 4102 4103 4104 4105 4106 4107 4108 4109 4110 4111 4112 4113 4114 4115 4116 4117 4118 4119 4120 4121 4122 4123 4124 4125 4126 4127 4128 4129 4130 4131 4132 4133 4134 4135 4136 4137 4138 4139 4140 4141 4142 4143 4144 4145 4146 4147 4148 4149 4150 4151 4152 4153 4154 4155 4156 4157 4158 4159 4160 4161 4162 4163 4164 4165 4166 4167 4168 4169 4170 4171 4172 4173 4174 4175 4176 4177 4178 4179 4180 4181 4182 4183 4184 4185 4186 4187 4188 4189 4190 4191 4192 4193 4194 4195 4196 4197 4198 4199 4200 4201 4202 4203 4204 4205 4206 4207 4208 4209 4210 4211 4212 4213 4214 4215 4216 4217 4218 4219 4220 4221 4222 4223 4224 4225 4226 4227 4228 4229 4230 4231 4232 4233 4234 4235 4236 4237 4238 4239 4240 4241 4242 4243 4244 4245 4246 4247 4248 4249 4250 4251 4252 4253 4254 4255 4256 4257 4258 4259 4260 4261 4262 4263 4264 4265 4266 4267 4268 4269 4270 4271 4272 4273 4274 4275 4276 4277 4278 4279 4280 4281 4282 4283 4284 4285 4286 4287 4288 4289 4290 4291 4292 4293 4294 4295 4296 4297 4298 4299 4300 4301 4302 4303 4304 4305 4306 4307 4308 4309 4310 4311 4312 4313 4314 4315 4316 4317 4318 4319 4320 4321 4322 4323 4324 4325 4326 4327 4328 4329 4330 4331 4332 4333 4334 4335 4336 4337 4338 4339 4340 4341 4342 4343 4344 4345 4346 4347 4348 4349 4350 4351 4352 4353 4354 4355 4356 4357 4358 4359 4360 4361 4362 4363 4364 4365 4366 4367 4368 4369 4370 4371 4372 4373 4374 4375 4376 4377 4378 4379 4380 4381 4382 4383 4384 4385 4386 4387 4388 4389 4390 4391 4392 4393 4394 4395 4396 4397 4398 4399 4400 4401 4402 4403 4404 4405 4406 4407 4408 4409 4410 4411 4412 4413 4414 4415 4416 4417 4418 4419 4420 4421 4422 4423 4424 4425 4426 4427 4428 4429 4430 4431 4432 4433 4434 4435 4436 4437 4438 4439 4440 4441 4442 4443 4444 4445 4446 4447 4448 4449 4450 4451 4452 4453 4454 4455 4456 4457 4458 4459 4460 4461 4462 4463 4464 4465 4466 4467 4468 4469 4470 4471 4472 4473 4474 4475 4476 4477 4478 4479 4480 4481 4482 4483 4484 4485 4486 4487 4488 4489 4490 4491 4492 4493 4494 4495 4496 4497 4498 4499 4500 4501 4502 4503 4504 4505 4506 4507 4508 4509 4510 4511 4512 4513 4514 4515 4516 4517 4518 4519 4520 4521 4522 4523 4524 4525 4526 4527 4528 4529 4530 4531 4532 4533 4534 4535 4536 4537 4538 4539 4540 4541 4542 4543 4544 4545 4546 4547 4548 4549 4550 4551 4552 4553 4554 4555 4556 4557 4558 4559 4560 4561 4562 4563 4564 4565 4566 4567 4568 4569 4570 4571 4572 4573 4574 4575 4576 4577 4578 4579 4580 4581 4582 4583 4584 4585 4586 4587 4588 4589 4590 4591 4592 4593 4594 4595 4596 4597 4598 4599 4600 4601 4602 4603 4604 4605 4606 4607 4608 4609 4610 4611 4612 4613 4614 4615 4616 4617 4618 4619 4620 4621 4622 4623 4624 4625 4626 4627 4628 4629 4630 4631 4632 4633 4634 4635 4636 4637 4638 4639 4640 4641 4642 4643 4644 4645 4646 4647 4648 4649 4650 4651 4652 4653 4654 4655 4656 4657 4658 4659 4660 4661 4662 4663 4664 4665 4666 4667 4668 4669 4670 4671 4672 4673 4674 4675 4676 4677 4678 4679 4680 4681 4682 4683 4684 4685 4686 4687 4688 4689 4690 4691 4692 4693 4694 4695 4696 4697 4698 4699 4700 4701 4702 4703 4704 4705 4706 4707 4708 4709 4710 4711 4712 4713 4714 4715 4716 4717 4718 4719 4720 4721 4722 4723 4724 4725 4726 4727 4728 4729 4730 4731 4732 4733 4734 4735 4736 4737 4738 4739 4740 4741 4742 4743 4744 4745 4746 4747 4748 4749 4750 4751 4752 4753 4754 4755 4756 4757 4758 4759 4760 4761 4762 4763 4764 4765 4766 4767 4768 4769 4770 4771 4772 4773 4774 4775 4776 4777 4778 4779 4780 4781 4782 4783 4784 4785 4786 4787 4788 4789 4790 4791 4792 4793 4794 4795 4796 4797 4798 4799 4800 4801 4802 4803 4804 4805 4806 4807 4808 4809 4810 4811 4812 4813 4814 4815 4816 4817 4818 4819 4820 4821 4822 4823 4824 4825 4826 4827 4828 4829 4830 4831 4832 4833 4834 4835 4836 4837 4838 4839 4840 4841 4842 4843 4844 4845 4846 4847 4848 4849 4850 4851 4852 4853 4854 4855 4856 4857 4858 4859 4860 4861 4862 4863 4864 4865 4866 4867 4868 4869 4870 4871 4872 4873 4874 4875 4876 4877 4878 4879 4880 4881 4882 4883 4884 4885 4886 4887 4888 4889 4890 4891 4892 4893 4894 4895 4896 4897 4898 4899 4900 4901 4902 4903 4904 4905 4906 4907 4908 4909 4910 4911 4912 4913 4914 4915 4916 4917 4918 4919 4920 4921 4922 4923 4924 4925 4926 4927 4928 4929 4930 4931 4932 4933 4934 4935 4936 4937 4938 4939 4940 4941 4942 4943 4944 4945 4946 4947 4948 4949 4950 4951 4952 4953 4954 4955 4956 4957 4958 4959 4960 4961 4962 4963 4964 4965 4966 4967 4968 4969 4970 4971 4972 4973 4974 4975 4976 4977 4978 4979 4980 4981 4982 4983 4984 4985 4986 4987 4988 4989 4990 4991 4992 4993 4994 4995 4996 4997 4998 4999 5000 5001 5002 5003 5004 5005 5006 5007 5008 5009 5010 5011 5012 5013 5014 5015 5016 5017 5018 5019 5020 5021 5022 5023 5024 5025 5026 5027 5028 5029 5030 5031 5032 5033 5034 5035 5036 5037 5038 5039 5040 5041 5042 5043 5044 5045 5046 5047 5048 5049 5050 5051 5052 5053 5054 5055 5056 5057 5058 5059 5060 5061 5062 5063 5064 5065 5066 5067 5068 5069 5070 5071 5072 5073 5074 5075 5076 5077 5078 5079 5080 5081 5082 5083 5084 5085 5086 5087 5088 5089 5090 5091 5092 5093 5094 5095 5096 5097 5098 5099 5100 5101 5102 5103 5104 5105 5106 5107 5108 5109 5110 5111 5112 5113 5114 5115 5116 5117 5118 5119 5120 5121 5122 5123 5124 5125 5126 5127 5128 5129 5130 5131 5132 5133 5134 5135 5136 5137 5138 5139 5140 5141 5142 5143 5144 5145 5146 5147 5148 5149 5150 5151 5152 5153 5154 5155 5156 5157 5158 5159 5160 5161 5162 5163 5164 5165 5166 5167 5168 5169 5170 5171 5172 5173 5174 5175 5176 5177 5178 5179 5180 5181 5182 5183 5184 5185 5186 5187 5188 5189 5190 5191 5192 5193 5194 5195 5196 5197 5198 5199 5200 5201 5202 5203 5204 5205 5206 5207 5208 5209 5210 5211 5212 5213 5214 5215 5216 5217 5218 5219 5220 5221 5222 5223 5224 5225 5226 5227 5228 5229 5230 5231 5232 5233 5234 5235 5236 5237 5238 5239 5240 5241 5242 5243 5244 5245 5246 5247 5248 5249 5250 5251 5252 5253 5254 5255 5256 5257 5258 5259 5260 5261 5262 5263 5264 5265 5266 5267 5268 5269 5270 5271 5272 5273 5274 5275 5276 5277 5278 5279 5280 5281 5282 5283 5284 5285 5286 5287 5288 5289 5290 5291 5292 5293 5294 5295 5296 5297 5298 5299 5300 5301 5302 5303 5304 5305 5306 5307 5308 5309 5310 5311 5312 5313 5314 5315 5316 5317 5318 5319 5320 5321 5322 5323 5324 5325 5326 5327 5328 5329 5330 5331 5332 5333 5334 5335 5336 5337 5338 5339 5340 5341 5342 5343 5344 5345 5346 5347 5348 5349 5350 5351 5352 5353 5354 5355 5356 5357 5358 5359 5360 5361 5362 5363 5364 5365 5366 5367 5368 5369 5370 5371 5372 5373 5374 5375 5376 5377 5378 5379 5380 5381 5382 5383 5384 5385 5386 5387 5388 5389 5390 5391 5392 5393 5394 5395 5396 5397 5398 5399 5400 5401 5402 5403 5404 5405 5406 5407 5408 5409 5410 5411 5412 5413 5414 5415 5416 5417 5418 5419 5420 5421 5422 5423 5424 5425 5426 5427 5428 5429 5430 5431 5432 5433 5434 5435 5436 5437 5438 5439 5440 5441 5442 5443 5444 5445 5446 5447 5448 5449 5450 5451 5452 5453 5454 5455 5456 5457 5458 5459 5460 5461 5462 5463 5464 5465 5466 5467 5468 5469 5470 5471 5472 5473 5474 5475 5476 5477 5478 5479 5480 5481 5482 5483 5484 5485 5486 5487 5488 5489 5490 5491 5492 5493 5494 5495 5496 5497 5498 5499 5500 5501 5502 5503 5504 5505 5506 5507 5508 5509 5510 5511 5512 5513 5514 5515 5516 5517 5518 5519 5520 5521 5522 5523 5524 5525 5526 5527 5528 5529 5530 5531 5532 5533 5534 5535 5536 5537 5538 5539 5540 5541 5542 5543 5544 5545 5546 5547 5548 5549 5550 5551 5552 5553 5554 5555 5556 5557 5558 5559 5560 5561 5562 5563 5564 5565 5566 5567 5568 5569 5570 5571 5572 5573 5574 5575 5576 5577 5578 5579 5580 5581 5582 5583 5584 5585 5586 5587 5588 5589 5590 5591 5592 5593 5594 5595 5596 5597 5598 5599 5600 5601 5602 5603 5604 5605 5606 5607 5608 5609 5610 5611 5612 5613 5614 5615 5616 5617 5618 5619 5620 5621 5622 5623 5624 5625 5626 5627 5628 5629 5630 5631 5632 5633 5634 5635 5636 5637 5638 5639 5640 5641 5642 5643 5644 5645 5646 5647 5648 5649 5650 5651 5652 5653 5654 5655 5656 5657 5658 5659 5660 5661 5662 5663 5664 5665 5666 5667 5668 5669 5670 5671 5672 5673 5674 5675 5676 5677 5678 5679 5680 5681 5682 5683 5684 5685 5686 5687 5688 5689 5690 5691 5692 5693 5694 5695 5696 5697 5698 5699 5700 5701 5702 5703 5704 5705 5706 5707 5708 5709 5710 5711 5712 5713 5714 5715 5716 5717 5718 5719 5720 5721 5722 5723 5724 5725 5726 5727 5728 5729 5730 5731 5732 5733 5734 5735 5736 5737 5738 5739 5740 5741 5742 5743 5744 5745 5746 5747 5748 5749 5750 5751 5752 5753 5754 5755 5756 5757 5758 5759 5760 5761 5762 5763 5764 5765 5766 5767 5768 5769 5770 5771 5772 5773 5774 5775 5776 5777 5778 5779 5780 5781 5782 5783 5784 5785 5786 5787 5788 5789 5790 5791 5792 5793 5794 5795 5796 5797 5798 5799 5800 5801 5802 5803 5804 5805 5806 5807 5808 5809 5810 5811 5812 5813 5814 5815 5816 5817 5818 5819 5820 5821 5822 5823 5824 5825 5826 5827 5828 5829 5830 5831 5832 5833 5834 5835 5836 5837 5838 5839 5840 5841 5842 5843 5844 5845 5846 5847 5848 5849 5850 5851 5852 5853 5854 5855 5856 5857 5858 5859 5860 5861 5862 5863 5864 5865 5866 5867 5868 5869 5870 5871 5872 5873 5874 5875 5876 5877 5878 5879 5880 5881 5882 5883 5884 5885 5886 5887 5888 5889 5890 5891 5892 5893 5894 5895 5896 5897 5898 5899 5900 5901 5902 5903 5904 5905 5906 5907 5908 5909 5910 5911 5912 5913 5914 5915 5916 5917 5918 5919 5920 5921 5922 5923 5924 5925 5926 5927 5928 5929 5930 5931 5932 5933 5934 5935 5936 5937 5938 5939 5940 5941 5942 5943 5944 5945 5946 5947 5948 5949 5950 5951 5952 5953 5954 5955 5956 5957 5958 5959 5960 5961 5962 5963 5964 5965 5966 5967 5968 5969 5970 5971 5972 5973 5974 5975 5976 5977 5978 5979 5980 5981 5982 5983 5984 5985 5986 5987 5988 5989 5990 5991 5992 5993 5994 5995 5996 5997 5998 5999 6000 6001 6002 6003 6004 6005 6006 6007 6008 6009 6010 6011 6012 6013 6014 6015 6016 6017 6018 6019 6020 6021 6022 6023 6024 6025 6026 6027 6028 6029 6030 6031 6032 6033 6034 6035 6036 6037 6038 6039 6040 6041 6042 6043 6044 6045 6046 6047 6048 6049 6050 6051 6052 6053 6054 6055 6056 6057 6058 6059 6060 6061 6062 6063 6064 6065 6066 6067 6068 6069 6070 6071 6072 6073 6074 6075 6076 6077 6078 6079 6080 6081 6082 6083 6084 6085 6086 6087 6088 6089 6090 6091 6092 6093 6094 6095 6096 6097 6098 6099 6100 6101 6102 6103 6104 6105 6106 6107 6108 6109 6110 6111 6112 6113 6114 6115 6116 6117 6118 6119 6120 6121 6122 6123 6124 6125 6126 6127 6128 6129 6130 6131 6132 6133 6134 6135 6136 6137 6138 6139 6140 6141 6142 6143 6144 6145 6146 6147 6148 6149 6150 6151 6152 6153 6154 6155 6156 6157 6158 6159 6160 6161 6162 6163 6164 6165 6166 6167 6168 6169 6170 6171 6172 6173 6174 6175 6176 6177 6178 6179 6180 6181 6182 6183 6184 6185 6186 6187 6188 6189 6190 6191 6192 6193 6194 6195 6196 6197 6198 6199 6200 6201 6202 6203 6204 6205 6206 6207 6208 6209 6210 6211 6212 6213 6214 6215 6216 6217 6218 6219 6220 6221 6222 6223 6224 6225 6226 6227 6228 6229 6230 6231 6232 6233 6234 6235 6236 6237 6238 6239 6240 6241 6242 6243 6244 6245 6246 6247 6248 6249 6250 6251 6252 6253 6254 6255 6256 6257 6258 6259 6260 6261 6262 6263 6264 6265 6266 6267 6268 6269 6270 6271 6272 6273 6274 6275 6276 6277 6278 6279 6280 6281 6282 6283 6284 6285 6286 6287 6288 6289 6290 6291 6292 6293 6294 6295 6296 6297 6298 6299 6300 6301 6302 6303 6304 6305 6306 6307 6308 6309 6310 6311 6312 6313 6314 6315 6316 6317 6318 6319 6320 6321 6322 6323 6324 6325 6326 6327 6328 6329 6330 6331 6332 6333 6334 6335 6336 6337 6338 6339 6340 6341 6342 6343 6344 6345 6346 6347 6348 6349 6350 6351 6352 6353 6354 6355 6356 6357 6358 6359 6360 6361 6362 6363 6364 6365 6366 6367 6368 6369 6370 6371 6372 6373 6374 6375 6376 6377 6378 6379 6380 6381 6382 6383 6384 6385 6386 6387 6388 6389 6390 6391 6392 6393 6394 6395 6396 6397 6398 6399 6400 6401 6402 6403 6404 6405 6406 6407 6408 6409 6410 6411 6412 6413 6414 6415 6416 6417 6418 6419 6420 6421 6422 6423 6424 6425 6426 6427 6428 6429 6430 6431 6432 6433 6434 6435 6436 6437 6438 6439 6440 6441 6442 6443 6444 6445 6446 6447 6448 6449 6450 6451 6452 6453 6454 6455 6456 6457 6458 6459 6460 6461 6462 6463 6464 6465 6466 6467 6468 6469 6470 6471 6472 6473 6474 6475 6476 6477 6478 6479 6480 6481 6482 6483 6484 6485 6486 6487 6488 6489 6490 6491 6492 6493 6494 6495 6496 6497 6498 6499 6500 6501 6502 6503 6504 6505 6506 6507 6508 6509 6510 6511 6512 6513 6514 6515 6516 6517 6518 6519 6520 6521 6522 6523 6524 6525 6526 6527 6528 6529 6530 6531 6532 6533 6534 6535 6536 6537 6538 6539 6540 6541 6542 6543 6544 6545 6546 6547 6548 6549 6550 6551 6552 6553 6554 6555 6556 6557 6558 6559 6560 6561 6562 6563 6564 6565 6566 6567 6568 6569 6570 6571 6572 6573 6574 6575 6576 6577 6578 6579 6580 6581 6582 6583 6584 6585 6586 6587 6588 6589 6590 6591 6592 6593 6594 6595 6596 6597 6598 6599 6600 6601 6602 6603 6604 6605 6606 6607 6608 6609 6610 6611 6612 6613 6614 6615 6616 6617 6618 6619 6620 6621 6622 6623 6624 6625 6626 6627 6628 6629 6630 6631 6632 6633 6634 6635 6636 6637 6638 6639 6640 6641 6642 6643 6644 6645 6646 6647 6648 6649 6650 6651 6652 6653 6654 6655 6656 6657 6658 6659 6660 6661 6662 6663 6664 6665 6666 6667 6668 6669 6670 6671 6672 6673 6674 6675 6676 6677 6678 6679 6680 6681 6682 6683 6684 6685 6686 6687 6688 6689 6690 6691 6692 6693 6694 6695 6696 6697 6698 6699 6700 6701 6702 6703 6704 6705 6706 6707 6708 6709 6710 6711 6712 6713 6714 6715 6716 6717 6718 6719 6720 6721 6722 6723 6724 6725 6726 6727 6728 6729 6730 6731 6732 6733 6734 6735 6736 6737 6738 6739 6740 6741 6742 6743 6744 6745 6746 6747 6748 6749 6750 6751 6752 6753 6754 6755 6756 6757 6758 6759 6760 6761 6762 6763 6764 6765 6766 6767 6768 6769 6770 6771 6772 6773 6774 6775 6776 6777 6778 6779 6780 6781 6782 6783 6784 6785 6786 6787 6788 6789 6790 6791 6792 6793 6794 6795 6796 6797 6798 6799 6800 6801 6802 6803 6804 6805 6806 6807 6808 6809 6810 6811 6812 6813 6814 6815 6816 6817 6818 6819 6820 6821 6822 6823 6824 6825 6826 6827 6828 6829 6830 6831 6832 6833 6834 6835 6836 6837 6838 6839 6840 6841 6842 6843 6844 6845 6846 6847 6848 6849 6850 6851 6852 6853 6854 6855 6856 6857 6858 6859 6860 6861 6862 6863 6864 6865 6866 6867 6868 6869 6870 6871 6872 6873 6874 6875 6876 6877 6878 6879 6880 6881 6882 6883 6884 6885 6886 6887 6888 6889 6890 6891 6892 6893 6894 6895 6896 6897 6898 6899 6900 6901 6902 6903 6904 6905 6906 6907 6908 6909 6910 6911 6912 6913 6914 6915 6916 6917 6918 6919 6920 6921 6922 6923 6924 6925 6926 6927 6928 6929 6930 6931 6932 6933 6934 6935 6936 6937 6938 6939 6940 6941 6942 6943 6944 6945 6946 6947 6948 6949 6950 6951 6952 6953 6954 6955 6956 6957 6958 6959 6960 6961 6962 6963 6964 6965 6966 6967 6968 6969 6970 6971 6972 6973 6974 6975 6976 6977 6978 6979 6980 6981 6982 6983 6984 6985 6986 6987 6988 6989 6990 6991 6992 6993 6994 6995 6996 6997 6998 6999 7000 7001 7002 7003 7004 7005 7006 7007 7008 7009 7010 7011 7012 7013 7014 7015 7016 7017 7018 7019 7020 7021 7022 7023 7024 7025 7026 7027 7028 7029 7030 7031 7032 7033 7034 7035 7036 7037 7038 7039 7040 7041 7042 7043 7044 7045 7046 7047 7048 7049 7050 7051 7052 7053 7054 7055 7056 7057 7058 7059 7060 7061 7062 7063 7064 7065 7066 7067 7068 7069 7070 7071 7072 7073 7074 7075 7076 7077 7078 7079 7080 7081 7082 7083 7084 7085 7086 7087 7088 7089 7090 7091 7092 7093 7094 7095 7096 7097 7098 7099 7100 7101 7102 7103 7104 7105 7106 7107 7108 7109 7110 7111 7112 7113 7114 7115 7116 7117 7118 7119 7120 7121 7122 7123 7124 7125 7126 7127 7128 7129 7130 7131 7132 7133 7134 7135 7136 7137 7138 7139 7140 7141 7142 7143 7144 7145 7146 7147 7148 7149 7150 7151 7152 7153 7154 7155 7156 7157 7158 7159 7160 7161 7162 7163 7164 7165 7166 7167 7168 7169 7170 7171 7172 7173 7174 7175 7176 7177 7178 7179 7180 7181 7182 7183 7184 7185 7186 7187 7188 7189 7190 7191 7192 7193 7194 7195 7196 7197 7198 7199 7200 7201 7202 7203 7204 7205 7206 7207 7208 7209 7210 7211 7212 7213 7214 7215 7216 7217 7218 7219 7220 7221 7222 7223 7224 7225 7226 7227 7228 7229 7230 7231 7232 7233 7234 7235 7236 7237 7238 7239 7240 7241 7242 7243 7244 7245 7246 7247 7248 7249 7250 7251 7252 7253 7254 7255 7256 7257 7258 7259 7260 7261 7262 7263 7264 7265 7266 7267 7268 7269 7270 7271 7272 7273 7274 7275 7276 7277 7278 7279 7280 7281 7282 7283 7284 7285 7286 7287 7288 7289 7290 7291 7292 7293 7294 7295 7296 7297 7298 7299 7300 7301 7302 7303 7304 7305 7306 7307 7308 7309 7310 7311 7312 7313 7314 7315 7316 7317 7318 7319 7320 7321 7322 7323 7324 7325 7326 7327 7328 7329 7330 7331 7332 7333 7334 7335 7336 7337 7338 7339 7340 7341 7342 7343 7344 7345 7346 7347 7348 7349 7350 7351 7352 7353 7354 7355 7356 7357 7358 7359 7360 7361 7362 7363 7364 7365 7366 7367 7368 7369 7370 7371 7372 7373 7374 7375 7376 7377 7378 7379 7380 7381 7382 7383 7384 7385 7386 7387 7388 7389 7390 7391 7392 7393 7394 7395 7396 7397 7398 7399 7400 7401 7402 7403 7404 7405 7406 7407 7408 7409 7410 7411 7412 7413 7414 7415 7416 7417 7418 7419 7420 7421 7422 7423 7424 7425 7426 7427 7428 7429 7430 7431 7432 7433 7434 7435 7436 7437 7438 7439 7440 7441 7442 7443 7444 7445 7446 7447 7448 7449 7450 7451 7452 7453 7454 7455 7456 7457 7458 7459 7460 7461 7462 7463 7464 7465 7466 7467 7468 7469 7470 7471 7472 7473 7474 7475 7476 7477 7478 7479 7480 7481 7482 7483 7484 7485 7486 7487 7488 7489 7490 7491 7492 7493 7494 7495 7496 7497 7498 7499 7500 7501 7502 7503 7504 7505 7506 7507 7508 7509 7510 7511 7512 7513 7514 7515 7516 7517 7518 7519 7520 7521 7522 7523 7524 7525 7526 7527 7528 7529 7530 7531 7532 7533 7534 7535 7536 7537 7538 7539 7540 7541 7542 7543 7544 7545 7546 7547 7548 7549 7550 7551 7552 7553 7554 7555 7556 7557 7558 7559 7560 7561 7562 7563 7564 7565 7566 7567 7568 7569 7570 7571 7572 7573 7574 7575 7576 7577 7578 7579 7580 7581 7582 7583 7584 7585 7586 7587 7588 7589 7590 7591 7592 7593 7594 7595 7596 7597 7598 7599 7600 7601 7602 7603 7604 7605 7606 7607 7608 7609 7610 7611 7612 7613 7614 7615 7616 7617 7618 7619 7620 7621 7622 7623 7624 7625 7626 7627 7628 7629 7630 7631 7632 7633 7634 7635 7636 7637 7638 7639 7640 7641 7642 7643 7644 7645 7646 7647 7648 7649 7650 7651 7652 7653 7654 7655 7656 7657 7658 7659 7660 7661 7662 7663 7664 7665 7666 7667 7668 7669 7670 7671 7672 7673 7674 7675 7676 7677 7678 7679 7680 7681 7682 7683 7684 7685 7686 7687 7688 7689 7690 7691 7692 7693 7694 7695 7696 7697 7698 7699 7700 7701 7702 7703 7704 7705 7706 7707 7708 7709 7710 7711 7712 7713 7714 7715 7716 7717 7718 7719 7720 7721 7722 7723 7724 7725 7726 7727 7728 7729 7730 7731 7732 7733 7734 7735 7736 7737 7738 7739 7740 7741 7742 7743 7744 7745 7746 7747 7748 7749 7750 7751 7752 7753 7754 7755 7756 7757 7758 7759 7760 7761 7762 7763 7764 7765 7766 7767 7768 7769 7770 7771 7772 7773 7774 7775 7776 7777 7778 7779 7780 7781 7782 7783 7784 7785 7786 7787 7788 7789 7790 7791 7792 7793 7794 7795 7796 7797 7798 7799 7800 7801 7802 7803 7804 7805 7806 7807 7808 7809 7810 7811 7812 7813 7814 7815 7816 7817 7818 7819 7820 7821 7822 7823 7824 7825 7826 7827 7828 7829 7830 7831 7832 7833 7834 7835 7836 7837 7838 7839 7840 7841 7842 7843 7844 7845 7846 7847 7848 7849 7850 7851 7852 7853 7854 7855 7856 7857 7858 7859 7860 7861 7862 7863 7864 7865 7866 7867 7868 7869 7870 7871 7872 7873 7874 7875 7876 7877 7878 7879 7880 7881 7882 7883 7884 7885 7886 7887 7888 7889 7890 7891 7892 7893 7894 7895 7896 7897 7898 7899 7900 7901 7902 7903 7904 7905 7906 7907 7908 7909 7910 7911 7912 7913 7914 7915 7916 7917 7918 7919 7920 7921 7922 7923 7924 7925 7926 7927 7928 7929 7930 7931 7932 7933 7934 7935 7936 7937 7938 7939 7940 7941 7942 7943 7944 7945 7946 7947 7948 7949 7950 7951 7952 7953 7954 7955 7956 7957 7958 7959 7960 7961 7962 7963 7964 7965 7966 7967 7968 7969 7970 7971 7972 7973 7974 7975 7976 7977 7978 7979 7980 7981 7982 7983 7984 7985 7986 7987 7988 7989 7990 7991 7992 7993 7994 7995 7996 7997 7998 7999 8000 8001 8002 8003 8004 8005 8006 8007 8008 8009 8010 8011 8012 8013 8014 8015 8016 8017 8018 8019 8020 8021 8022 8023 8024 8025 8026 8027 8028 8029 8030 8031 8032 8033 8034 8035 8036 8037 8038 8039 8040 8041 8042 8043 8044 8045 8046 8047 8048 8049 8050 8051 8052 8053 8054 8055 8056 8057 8058 8059 8060 8061 8062 8063 8064 8065 8066 8067 8068 8069 8070 8071 8072 8073 8074 8075 8076 8077 8078 8079 8080 8081 8082 8083 8084 8085 8086 8087 8088 8089 8090 8091 8092 8093 8094 8095 8096 8097 8098 8099 8100 8101 8102 8103 8104 8105 8106 8107 8108 8109 8110 8111 8112 8113 8114 8115 8116 8117 8118 8119 8120 8121 8122 8123 8124 8125 8126 8127 8128 8129 8130 8131 8132 8133 8134 8135 8136 8137 8138 8139 8140 8141 8142 8143 8144 8145 8146 8147 8148 8149 8150 8151 8152 8153 8154 8155 8156 8157 8158 8159 8160 8161 8162 8163 8164 8165 8166 8167 8168 8169 8170 8171 8172 8173 8174 8175 8176 8177 8178 8179 8180 8181 8182 8183 8184 8185 8186 8187 8188 8189 8190 8191 8192 8193 8194 8195 8196 8197 8198 8199 8200 8201 8202 8203 8204 8205 8206 8207 8208 8209 8210 8211 8212 8213 8214 8215 8216 8217 8218 8219 8220 8221 8222 8223 8224 8225 8226 8227 8228 8229 8230 8231 8232 8233 8234 8235 8236 8237 8238 8239 8240 8241 8242 8243 8244 8245 8246 8247 8248 8249 8250 8251 8252 8253 8254 8255 8256 8257 8258 8259 8260 8261 8262 8263 8264 8265 8266 8267 8268 8269 8270 8271 8272 8273 8274 8275 8276 8277 8278 8279 8280 8281 8282 8283 8284 8285 8286 8287 8288 8289 8290 8291 8292 8293 8294 8295 8296 8297 8298 8299 8300 8301 8302 8303 8304 8305 8306 8307 8308 8309 8310 8311 8312 8313 8314 8315 8316 8317 8318 8319 8320 8321 8322 8323 8324 8325 8326 8327 8328 8329 8330 8331 8332 8333 8334 8335 8336 8337 8338 8339 8340 8341 8342 8343 8344 8345 8346 8347 8348 8349 8350 8351 8352 8353 8354 8355 8356 8357 8358 8359 8360 8361 8362 8363 8364 8365 8366 8367 8368 8369 8370 8371 8372 8373 8374 8375 8376 8377 8378 8379 8380 8381 8382 8383 8384 8385 8386 8387 8388 8389 8390 8391 8392 8393 8394 8395 8396 8397 8398 8399 8400 8401 8402 8403 8404 8405 8406 8407 8408 8409 8410 8411 8412 8413 8414 8415 8416 8417 8418 8419 8420 8421 8422 8423 8424 8425 8426 8427 8428 8429 8430 8431 8432 8433 8434 8435 8436 8437 8438 8439 8440 8441 8442 8443 8444 8445 8446 8447 8448 8449 8450 8451 8452 8453 8454 8455 8456 8457 8458 8459 8460 8461 8462 8463 8464 8465 8466 8467 8468 8469 8470 8471 8472 8473 8474 8475 8476 8477 8478 8479 8480 8481 8482 8483 8484 8485 8486 8487 8488 8489 8490 8491 8492 8493 8494 8495 8496 8497 8498 8499 8500 8501 8502 8503 8504 8505 8506 8507 8508 8509 8510 8511 8512 8513 8514 8515 8516 8517 8518 8519 8520 8521 8522 8523 8524 8525 8526 8527 8528 8529 8530 8531 8532 8533 8534 8535 8536 8537 8538 8539 8540 8541 8542 8543 8544 8545 8546 8547 8548 8549 8550 8551 8552 8553 8554 8555 8556 8557 8558 8559 8560 8561 8562 8563 8564 8565 8566 8567 8568 8569 8570 8571 8572 8573 8574 8575 8576 8577 8578 8579 8580 8581 8582 8583 8584 8585 8586 8587 8588 8589 8590 8591 8592 8593 8594 8595 8596 8597 8598 8599 8600 8601 8602 8603 8604 8605 8606 8607 8608 8609 8610 8611 8612 8613 8614 8615 8616 8617 8618 8619 8620 8621 8622 8623 8624 8625 8626 8627 8628 8629 8630 8631 8632 8633 8634 8635 8636 8637 8638 8639 8640 8641 8642 8643 8644 8645 8646 8647 8648 8649 8650 8651 8652 8653 8654 8655 8656 8657 8658 8659 8660 8661 8662 8663 8664 8665 8666 8667 8668 8669 8670 8671 8672 8673 8674 8675 8676 8677 8678 8679 8680 8681 8682 8683 8684 8685 8686 8687 8688 8689 8690 8691 8692 8693 8694 8695 8696 8697 8698 8699 8700 8701 8702 8703 8704 8705 8706 8707 8708 8709 8710 8711 8712 8713 8714 8715 8716 8717 8718 8719 8720 8721 8722 8723 8724 8725 8726 8727 8728 8729 8730 8731 8732 8733 8734 8735 8736 8737 8738 8739 8740 8741 8742 8743 8744 8745 8746 8747 8748 8749 8750 8751 8752 8753 8754 8755 8756 8757 8758 8759 8760 8761 8762 8763 8764 8765 8766 8767 8768 8769 8770 8771 8772 8773 8774 8775 8776 8777 8778 8779 8780 8781 8782 8783 8784 8785 8786 8787 8788 8789 8790 8791 8792 8793 8794 8795 8796 8797 8798 8799 8800 8801 8802 8803 8804 8805 8806 8807 8808 8809 8810 8811 8812 8813 8814 8815 8816 8817 8818 8819 8820 8821 8822 8823 8824 8825 8826 8827 8828 8829 8830 8831 8832 8833 8834 8835 8836 8837 8838 8839 8840 8841 8842 8843 8844 8845 8846 8847 8848 8849 8850 8851 8852 8853 8854 8855 8856 8857 8858 8859 8860 8861 8862 8863 8864 8865 8866 8867 8868 8869 8870 8871 8872 8873 8874 8875 8876 8877 8878 8879 8880 8881 8882 8883 8884 8885 8886 8887 8888 8889 8890 8891 8892 8893 8894 8895 8896 8897 8898 8899 8900 8901 8902 8903 8904 8905 8906 8907 8908 8909 8910 8911 8912 8913 8914 8915 8916 8917 8918 8919 8920 8921 8922 8923 8924 8925 8926 8927 8928 8929 8930 8931 8932 8933 8934 8935 8936 8937 8938 8939 8940 8941 8942 8943 8944 8945 8946 8947 8948 8949 8950 8951 8952 8953 8954 8955 8956 8957 8958 8959 8960 8961 8962 8963 8964 8965 8966 8967 8968 8969 8970 8971 8972 8973 8974 8975 8976 8977 8978 8979 8980 8981 8982 8983 8984 8985 8986 8987 8988 8989 8990 8991 8992 8993 8994 8995 8996 8997 8998 8999 9000 9001 9002 9003 9004 9005 9006 9007 9008 9009 9010 9011 9012 9013 9014 9015 9016 9017 9018 9019 9020 9021 9022 9023 9024 9025 9026 9027 9028 9029 9030 9031 9032 9033 9034 9035 9036 9037 9038 9039 9040 9041 9042 9043 9044 9045 9046 9047 9048 9049 9050 9051 9052 9053 9054 9055 9056 9057 9058 9059 9060 9061 9062 9063 9064 9065 9066 9067 9068 9069 9070 9071 9072 9073 9074 9075 9076 9077 9078 9079 9080 9081 9082 9083 9084 9085 9086 9087 9088 9089 9090 9091 9092 9093 9094 9095 9096 9097 9098 9099 9100 9101 9102 9103 9104 9105 9106 9107 9108 9109 9110 9111 9112 9113 9114 9115 9116 9117 9118 9119 9120 9121 9122 9123 9124 9125 9126 9127 9128 9129 9130 9131 9132 9133 9134 9135 9136 9137 9138 9139 9140 9141 9142 9143 9144 9145 9146 9147 9148 9149 9150 9151 9152 9153 9154 9155 9156 9157 9158 9159 9160 9161 9162 9163 9164 9165 9166 9167 9168 9169 9170 9171 9172 9173 9174 9175 9176 9177 9178 9179 9180 9181 9182 9183 9184 9185 9186 9187 9188 9189 9190 9191 9192 9193 9194 9195 9196 9197 9198 9199 9200 9201 9202 9203 9204 9205 9206 9207 9208 9209 9210 9211 9212 9213 9214 9215 9216 9217 9218 9219 9220 9221 9222 9223 9224 9225 9226 9227 9228 9229 9230 9231 9232 9233 9234 9235 9236 9237 9238 9239 9240 9241 9242 9243 9244 9245 9246 9247 9248 9249 9250 9251 9252 9253 9254 9255 9256 9257 9258 9259 9260 9261 9262 9263 9264 9265 9266 9267 9268 9269 9270 9271 9272 9273 9274 9275 9276 9277 9278 9279 9280 9281 9282 9283 9284 9285 9286 9287 9288 9289 9290 9291 9292 9293 9294 9295 9296 9297 9298 9299 9300 9301 9302 9303 9304 9305 9306 9307 9308 9309 9310 9311 9312 9313 9314 9315 9316 9317 9318 9319 9320 9321 9322 9323 9324 9325 9326 9327 9328 9329 9330 9331 9332 9333 9334 9335 9336 9337 9338 9339 9340 9341 9342 9343 9344 9345 9346 9347 9348 9349 9350 9351 9352 9353 9354 9355 9356 9357 9358 9359 9360 9361 9362 9363 9364 9365 9366 9367 9368 9369 9370 9371 9372 9373 9374 9375 9376 9377 9378 9379 9380 9381 9382 9383 9384 9385 9386 9387 9388 9389 9390 9391 9392 9393 9394 9395 9396 9397 9398 9399 9400 9401 9402 9403 9404 9405 9406 9407 9408 9409 9410 9411 9412 9413 9414 9415 9416 9417 9418 9419 9420 9421 9422 9423 9424 9425 9426 9427 9428 9429 9430 9431 9432 9433 9434 9435 9436 9437 9438 9439 9440 9441 9442 9443 9444 9445 9446 9447 9448 9449 9450 9451 9452 9453 9454 9455 9456 9457 9458 9459 9460 9461 9462 9463 9464 9465 9466 9467 9468 9469 9470 9471 9472 9473 9474 9475 9476 9477 9478 9479 9480 9481 9482 9483 9484 9485 9486 9487 9488 9489 9490 9491 9492 9493 9494 9495 9496 9497 9498 9499 9500 9501 9502 9503 9504 9505 9506 9507 9508 9509 9510 9511 9512 9513 9514 9515 9516 9517 9518 9519 9520 9521 9522 9523 9524 9525 9526 9527 9528 9529 9530 9531 9532 9533 9534 9535 9536 9537 9538 9539 9540 9541 9542 9543 9544 9545 9546 9547 9548 9549 9550 9551 9552 9553 9554 9555 9556 9557 9558 9559 9560 9561 9562 9563 9564 9565 9566 9567 9568 9569 9570 9571 9572 9573 9574 9575 9576 9577 9578 9579 9580 9581 9582 9583 9584 9585 9586 9587 9588 9589 9590 9591 9592 9593 9594 9595 9596 9597 9598 9599 9600 9601 9602 9603 9604 9605 9606 9607 9608 9609 9610 9611 9612 9613 9614 9615 9616 9617 9618 9619 9620 9621 9622 9623 9624 9625 9626 9627 9628 9629 9630 9631 9632 9633 9634 9635 9636 9637 9638 9639 9640 9641 9642 9643 9644 9645 9646 9647 9648 9649 9650 9651 9652 9653 9654 9655 9656 9657 9658 9659 9660 9661 9662 9663 9664 9665 9666 9667 9668 9669 9670 9671 9672 9673 9674 9675 9676 9677 9678 9679 9680 9681 9682 9683 9684 9685 9686 9687 9688 9689 9690 9691 9692 9693 9694 9695 9696 9697 9698 9699 9700 9701 9702 9703 9704 9705 9706 9707 9708 9709 9710 9711 9712 9713 9714 9715 9716 9717 9718 9719 9720 9721 9722 9723 9724 9725 9726 9727 9728 9729 9730 9731 9732 9733 9734 9735 9736 9737 9738 9739 9740 9741 9742 9743 9744 9745 9746 9747 9748 9749 9750 9751 9752 9753 9754 9755 9756 9757 9758 9759 9760 9761 9762 9763 9764 9765 9766 9767 9768 9769 9770 9771 9772 9773 9774 9775 9776 9777 9778 9779 9780 9781 9782 9783 9784 9785 9786 9787 9788 9789 9790 9791 9792 9793 9794 9795 9796 9797 9798 9799 9800 9801 9802 9803 9804 9805 9806 9807 9808 9809 9810 9811 9812 9813 9814 9815 9816 9817 9818 9819 9820 9821 9822 9823 9824 9825 9826 9827 9828 9829 9830 9831 9832 9833 9834 9835 9836 9837 9838 9839 9840 9841 9842 9843 9844 9845 9846 9847 9848 9849 9850 9851 9852 9853 9854 9855 9856 9857 9858 9859 9860 9861 9862 9863 9864 9865 9866 9867 9868 9869 9870 9871 9872 9873 9874 9875 9876 9877 9878 9879 9880 9881 9882 9883 9884 9885 9886 9887 9888 9889 9890 9891 9892 9893 9894 9895 9896 9897 9898 9899 9900 9901 9902 9903 9904 9905 9906 9907 9908 9909 9910 9911 9912 9913 9914 9915 9916 9917 9918 9919 9920 9921 9922 9923 9924 9925 9926 9927 9928 9929 9930 9931 9932 9933 9934 9935 9936 9937 9938 9939 9940 9941 9942 9943 9944 9945 9946 9947 9948 9949 9950 9951 9952 9953 9954 9955 9956 9957 9958 9959 9960 9961 9962 9963 9964 9965 9966 9967 9968 9969 9970 9971 9972 9973 9974 9975 9976 9977 9978 9979 9980 9981 9982 9983 9984 9985 9986 9987 9988 9989 9990 9991 9992 9993 9994 9995 9996 9997 9998 9999 10000 10001 10002 10003 10004 10005 10006 10007 10008 10009 10010 10011 10012 10013 10014 10015 10016 10017 10018 10019 10020 10021 10022 10023 10024 10025 10026 10027 10028 10029 10030 10031 10032 10033 10034 10035 10036 10037 10038 10039 10040 10041 10042 10043 10044 10045 10046 10047 10048 10049 10050 10051 10052 10053 10054 10055 10056 10057 10058 10059 10060 10061 10062 10063 10064 10065 10066 10067 10068 10069 10070 10071 10072 10073 10074 10075 10076 10077 10078 10079 10080 10081 10082 10083 10084 10085 10086 10087 10088 10089 10090 10091 10092 10093 10094 10095 10096 10097 10098 10099 10100 10101 10102 10103 10104 10105 10106 10107 10108 10109 10110 10111 10112 10113 10114 10115 10116 10117 10118 10119 10120 10121 10122 10123 10124 10125 10126 10127 10128 10129 10130 10131 10132 10133 10134 10135 10136 10137 10138 10139 10140 10141 10142 10143 10144 10145 10146 10147 10148 10149 10150 10151 10152 10153 10154 10155 10156 10157 10158 10159 10160 10161 10162 10163 10164 10165 10166 10167 10168 10169 10170 10171 10172 10173 10174 10175 10176 10177 10178 10179 10180 10181 10182 10183 10184 10185 10186 10187 10188 10189 10190 10191 10192 10193 10194 10195 10196 10197 10198 10199 10200 10201 10202 10203 10204 10205 10206 10207 10208 10209 10210 10211 10212 10213 10214 10215 10216 10217 10218 10219 10220 10221 10222 10223 10224 10225 10226 10227 10228 10229 10230 10231 10232 10233 10234 10235 10236 10237 10238 10239 10240 10241 10242 10243 10244 10245 10246 10247 10248 10249 10250 10251 10252 10253 10254 10255 10256 10257 10258 10259 10260 10261 10262 10263 10264 10265 10266 10267 10268 10269 10270 10271 10272 10273 10274 10275 10276 10277 10278 10279 10280 10281 10282 10283 10284 10285 10286 10287 10288 10289 10290 10291 10292 10293 10294 10295 10296 10297 10298 10299 10300 10301 10302 10303 10304 10305 10306 10307 10308 10309 10310 10311 10312 10313 10314 10315 10316 10317 10318 10319 10320 10321 10322 10323 10324 10325 10326 10327 10328 10329 10330 10331 10332 10333 10334 10335 10336 10337 10338 10339 10340 10341 10342 10343 10344 10345 10346 10347 10348 10349 10350 10351 10352 10353 10354 10355 10356 10357 10358 10359 10360 10361 10362 10363 10364 10365 10366 10367 10368 10369 10370 10371 10372 10373 10374 10375 10376 10377 10378 10379 10380 10381 10382 10383 10384 10385 10386 10387 10388 10389 10390 10391 10392 10393 10394 10395 10396 10397 10398 10399 10400 10401 10402 10403 10404 10405 10406 10407 10408 10409 10410 10411 10412 10413 10414 10415 10416 10417 10418 10419 10420 10421 10422 10423 10424 10425 10426 10427 10428 10429 10430 10431 10432 10433 10434 10435 10436 10437 10438 10439 10440 10441 10442 10443 10444 10445 10446 10447 10448 10449 10450 10451 10452 10453 10454 10455 10456 10457 10458 10459 10460 10461 10462 10463 10464 10465 10466 10467 10468 10469 10470 10471 10472 10473 10474 10475 10476 10477 10478 10479 10480 10481 10482 10483 10484 10485 10486 10487 10488 10489 10490 10491 10492 10493 10494 10495 10496 10497 10498 10499 10500 10501 10502 10503 10504 10505 10506 10507 10508 10509 10510 10511 10512 10513 10514 10515 10516 10517 10518 10519 10520 10521 10522 10523 10524 10525 10526 10527 10528 10529 10530 10531 10532 10533 10534 10535 10536 10537 10538 10539 10540 10541 10542 10543 10544 10545 10546 10547 10548 10549 10550 10551 10552 10553 10554 10555 10556 10557 10558 10559 10560 10561 10562 10563 10564 10565 10566 10567 10568 10569 10570 10571 10572 10573 10574 10575 10576 10577 10578 10579 10580 10581 10582 10583 10584 10585 10586 10587 10588 10589 10590 10591 10592 10593 10594 10595 10596 10597 10598 10599 10600 10601 10602 10603 10604 10605 10606 10607 10608 10609 10610 10611 10612 10613 10614 10615 10616 10617 10618 10619 10620 10621 10622 10623 10624 10625 10626 10627 10628 10629 10630 10631 10632 10633 10634 10635 10636 10637 10638 10639 10640 10641 10642 10643 10644 10645 10646 10647 10648 10649 10650 10651 10652 10653 10654 10655 10656 10657 10658 10659 10660 10661 10662 10663 10664 10665 10666 10667 10668 10669 10670 10671 10672 10673 10674 10675 10676 10677 10678 10679 10680 10681 10682 10683 10684 10685 10686 10687 10688 10689 10690 10691 10692 10693 10694 10695 10696 10697 10698 10699 10700 10701 10702 10703 10704 10705 10706 10707 10708 10709 10710 10711 10712 10713 10714 10715 10716 10717 10718 10719 10720 10721 10722 10723 10724 10725 10726 10727 10728 10729 10730 10731 10732 10733 10734 10735 10736 10737 10738 10739 10740 10741 10742 10743 10744 10745 10746 10747 10748 10749 10750 10751 10752 10753 10754 10755 10756 10757 10758 10759 10760 10761 10762 10763 10764 10765 10766 10767 10768 10769 10770 10771 10772 10773 10774 10775 10776 10777 10778 10779 10780 10781 10782 10783 10784 10785 10786 10787 10788 10789 10790 10791 10792 10793 10794 10795 10796 10797 10798 10799 10800 10801 10802 10803 10804 10805 10806 10807 10808 10809 10810 10811 10812 10813 10814 10815 10816 10817 10818 10819 10820 10821 10822 10823 10824 10825 10826 10827 10828 10829 10830 10831 10832 10833 10834 10835 10836 10837 10838 10839 10840 10841 10842 10843 10844 10845 10846 10847 10848 10849 10850 10851 10852 10853 10854 10855 10856 10857 10858 10859 10860 10861 10862 10863 10864 10865 10866 10867 10868 10869 10870 10871 10872 10873 10874 10875 10876 10877 10878 10879 10880 10881 10882 10883 10884 10885 10886 10887 10888 10889 10890 10891 10892 10893 10894 10895 10896 10897 10898 10899 10900 10901 10902 10903 10904 10905 10906 10907 10908 10909 10910 10911 10912 10913 10914 10915 10916 10917 10918 10919 10920 10921 10922 10923 10924 10925 10926 10927 10928 10929 10930 10931 10932 10933 10934 10935 10936 10937 10938 10939 10940 10941 10942 10943 10944 10945 10946 10947 10948 10949 10950 10951 10952 10953 10954 10955 10956 10957 10958 10959 10960 10961 10962 10963 10964 10965 10966 10967 10968 10969 10970 10971 10972 10973 10974 10975 10976 10977 10978 10979 10980 10981 10982 10983 10984 10985 10986 10987 10988 10989 10990 10991 10992 10993 10994 10995 10996 10997 10998 10999 11000 11001 11002 11003 11004 11005 11006 11007 11008 11009 11010 11011 11012 11013 11014 11015 11016 11017 11018 11019 11020 11021 11022 11023 11024 11025 11026 11027 11028 11029 11030 11031 11032 11033 11034 11035 11036 11037 11038 11039 11040 11041 11042 11043 11044 11045 11046 11047 11048 11049 11050 11051 11052 11053 11054 11055 11056 11057 11058 11059 11060 11061 11062 11063 11064 11065 11066 11067 11068 11069 11070 11071 11072 11073 11074 11075 11076 11077 11078 11079 11080 11081 11082 11083 11084 11085 11086 11087 11088 11089 11090 11091 11092 11093 11094 11095 11096 11097 11098 11099 11100 11101 11102 11103 11104 11105 11106 11107 11108 11109 11110 11111 11112 11113 11114 11115 11116 11117 11118 11119 11120 11121 11122 11123 11124 11125 11126 11127 11128 11129 11130 11131 11132 11133 11134 11135 11136 11137 11138 11139 11140 11141 11142 11143 11144 11145 11146 11147 11148 11149 11150 11151 11152 11153 11154 11155 11156 11157 11158 11159 11160 11161 11162 11163 11164 11165 11166 11167 11168 11169 11170 11171 11172 11173 11174 11175 11176 11177 11178 11179 11180 11181 11182 11183 11184 11185 11186 11187 11188 11189 11190 11191 11192 11193 11194 11195 11196 11197 11198 11199 11200 11201 11202 11203 11204 11205 11206 11207 11208 11209 11210 11211 11212 11213 11214 11215 11216 11217 11218 11219 11220 11221 11222 11223 11224 11225 11226 11227 11228 11229 11230 11231 11232 11233 11234 11235 11236 11237 11238 11239 11240 11241 11242 11243 11244 11245 11246 11247 11248 11249 11250 11251 11252 11253 11254 11255 11256 11257 11258 11259 11260 11261 11262 11263 11264 11265 11266 11267 11268 11269 11270 11271 11272 11273 11274 11275 11276 11277 11278 11279 11280 11281 11282 11283 11284 11285 11286 11287 11288 11289 11290 11291 11292 11293 11294 11295 11296 11297 11298 11299 11300 11301 11302 11303 11304 11305 11306 11307 11308 11309 11310 11311 11312 11313 11314 11315 11316 11317 11318 11319 11320 11321 11322 11323 11324 11325 11326 11327 11328 11329 11330 11331 11332 11333 11334 11335 11336 11337 11338 11339 11340 11341 11342 11343 11344 11345 11346 11347 11348 11349 11350 11351 11352 11353 11354 11355 11356 11357 11358 11359 11360 11361 11362 11363 11364 11365 11366 11367 11368 11369 11370 11371 11372 11373 11374 11375 11376 11377 11378 11379 11380 11381 11382 11383 11384 11385 11386 11387 11388 11389 11390 11391 11392 11393 11394 11395 11396 11397 11398 11399 11400 11401 11402 11403 11404 11405 11406 11407 11408 11409 11410 11411 11412 11413 11414 11415 11416 11417 11418 11419 11420 11421 11422 11423 11424 11425 11426 11427 11428 11429 11430 11431 11432 11433 11434 11435 11436 11437 11438 11439 11440 11441 11442 11443 11444 11445 11446 11447 11448 11449 11450 11451 11452 11453 11454 11455 11456 11457 11458 11459 11460 11461 11462 11463 11464 11465 11466 11467 11468 11469 11470 11471 11472 11473 11474 11475 11476 11477 11478 11479 11480 11481 11482 11483 11484 11485 11486 11487 11488 11489 11490 11491 11492 11493 11494 11495 11496 11497 11498 11499 11500 11501 11502 11503 11504 11505 11506 11507 11508 11509 11510 11511 11512 11513 11514 11515 11516 11517 11518 11519 11520 11521 11522 11523 11524 11525 11526 11527 11528 11529 11530 11531 11532 11533 11534 11535 11536 11537 11538 11539 11540 11541 11542 11543 11544 11545 11546 11547 11548 11549 11550 11551 11552 11553 11554 11555 11556 11557 11558 11559 11560 11561 11562 11563 11564 11565 11566 11567 11568 11569 11570 11571 11572 11573 11574 11575 11576 11577 11578 11579 11580 11581 11582 11583 11584 11585 11586 11587 11588 11589 11590 11591 11592 11593 11594 11595 11596 11597 11598 11599 11600 11601 11602 11603 11604 11605 11606 11607 11608 11609 11610 11611 11612 11613 11614 11615 11616 11617 11618 11619 11620 11621 11622 11623 11624 11625 11626 11627 11628 11629 11630 11631 11632 11633 11634 11635 11636 11637 11638 11639 11640 11641 11642 11643 11644 11645 11646 11647 11648 11649 11650 11651 11652 11653 11654 11655 11656 11657 11658 11659 11660 11661 11662 11663 11664 11665 11666 11667 11668 11669 11670 11671 11672 11673 11674 11675 11676 11677 11678 11679 11680 11681 11682 11683 11684 11685 11686 11687 11688 11689 11690 11691 11692 11693 11694 11695 11696 11697 11698 11699 11700 11701 11702 11703 11704 11705 11706 11707 11708 11709 11710 11711 11712 11713 11714 11715 11716 11717 11718 11719 11720 11721 11722 11723 11724 11725 11726 11727 11728 11729 11730 11731 11732 11733 11734 11735 11736 11737 11738 11739 11740 11741 11742 11743 11744 11745 11746 11747 11748 11749 11750 11751 11752 11753 11754 11755 11756 11757 11758 11759 11760 11761 11762 11763 11764 11765 11766 11767 11768 11769 11770 11771 11772 11773 11774 11775 11776 11777 11778 11779 11780 11781 11782 11783 11784 11785 11786
<!DOCTYPE html>
<html>
<head><meta charset="utf-8" />
<title>magnitude_scaling</title><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/2.0.3/jquery.min.js"></script>

<style type="text/css">
    /*!
*
* Twitter Bootstrap
*
*/
/*!
 * Bootstrap v3.3.7 (http://getbootstrap.com)
 * Copyright 2011-2016 Twitter, Inc.
 * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)
 */
/*! normalize.css v3.0.3 | MIT License | github.com/necolas/normalize.css */
html {
  font-family: sans-serif;
  -ms-text-size-adjust: 100%;
  -webkit-text-size-adjust: 100%;
}
body {
  margin: 0;
}
article,
aside,
details,
figcaption,
figure,
footer,
header,
hgroup,
main,
menu,
nav,
section,
summary {
  display: block;
}
audio,
canvas,
progress,
video {
  display: inline-block;
  vertical-align: baseline;
}
audio:not([controls]) {
  display: none;
  height: 0;
}
[hidden],
template {
  display: none;
}
a {
  background-color: transparent;
}
a:active,
a:hover {
  outline: 0;
}
abbr[title] {
  border-bottom: 1px dotted;
}
b,
strong {
  font-weight: bold;
}
dfn {
  font-style: italic;
}
h1 {
  font-size: 2em;
  margin: 0.67em 0;
}
mark {
  background: #ff0;
  color: #000;
}
small {
  font-size: 80%;
}
sub,
sup {
  font-size: 75%;
  line-height: 0;
  position: relative;
  vertical-align: baseline;
}
sup {
  top: -0.5em;
}
sub {
  bottom: -0.25em;
}
img {
  border: 0;
}
svg:not(:root) {
  overflow: hidden;
}
figure {
  margin: 1em 40px;
}
hr {
  box-sizing: content-box;
  height: 0;
}
pre {
  overflow: auto;
}
code,
kbd,
pre,
samp {
  font-family: monospace, monospace;
  font-size: 1em;
}
button,
input,
optgroup,
select,
textarea {
  color: inherit;
  font: inherit;
  margin: 0;
}
button {
  overflow: visible;
}
button,
select {
  text-transform: none;
}
button,
html input[type="button"],
input[type="reset"],
input[type="submit"] {
  -webkit-appearance: button;
  cursor: pointer;
}
button[disabled],
html input[disabled] {
  cursor: default;
}
button::-moz-focus-inner,
input::-moz-focus-inner {
  border: 0;
  padding: 0;
}
input {
  line-height: normal;
}
input[type="checkbox"],
input[type="radio"] {
  box-sizing: border-box;
  padding: 0;
}
input[type="number"]::-webkit-inner-spin-button,
input[type="number"]::-webkit-outer-spin-button {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: textfield;
  box-sizing: content-box;
}
input[type="search"]::-webkit-search-cancel-button,
input[type="search"]::-webkit-search-decoration {
  -webkit-appearance: none;
}
fieldset {
  border: 1px solid #c0c0c0;
  margin: 0 2px;
  padding: 0.35em 0.625em 0.75em;
}
legend {
  border: 0;
  padding: 0;
}
textarea {
  overflow: auto;
}
optgroup {
  font-weight: bold;
}
table {
  border-collapse: collapse;
  border-spacing: 0;
}
td,
th {
  padding: 0;
}
/*! Source: https://github.com/h5bp/html5-boilerplate/blob/master/src/css/main.css */
@media print {
  *,
  *:before,
  *:after {
    background: transparent !important;
    color: #000 !important;
    box-shadow: none !important;
    text-shadow: none !important;
  }
  a,
  a:visited {
    text-decoration: underline;
  }
  a[href]:after {
    content: " (" attr(href) ")";
  }
  abbr[title]:after {
    content: " (" attr(title) ")";
  }
  a[href^="#"]:after,
  a[href^="javascript:"]:after {
    content: "";
  }
  pre,
  blockquote {
    border: 1px solid #999;
    page-break-inside: avoid;
  }
  thead {
    display: table-header-group;
  }
  tr,
  img {
    page-break-inside: avoid;
  }
  img {
    max-width: 100% !important;
  }
  p,
  h2,
  h3 {
    orphans: 3;
    widows: 3;
  }
  h2,
  h3 {
    page-break-after: avoid;
  }
  .navbar {
    display: none;
  }
  .btn > .caret,
  .dropup > .btn > .caret {
    border-top-color: #000 !important;
  }
  .label {
    border: 1px solid #000;
  }
  .table {
    border-collapse: collapse !important;
  }
  .table td,
  .table th {
    background-color: #fff !important;
  }
  .table-bordered th,
  .table-bordered td {
    border: 1px solid #ddd !important;
  }
}
@font-face {
  font-family: 'Glyphicons Halflings';
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot');
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot?#iefix') format('embedded-opentype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff2') format('woff2'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff') format('woff'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.ttf') format('truetype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.svg#glyphicons_halflingsregular') format('svg');
}
.glyphicon {
  position: relative;
  top: 1px;
  display: inline-block;
  font-family: 'Glyphicons Halflings';
  font-style: normal;
  font-weight: normal;
  line-height: 1;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
.glyphicon-asterisk:before {
  content: "\002a";
}
.glyphicon-plus:before {
  content: "\002b";
}
.glyphicon-euro:before,
.glyphicon-eur:before {
  content: "\20ac";
}
.glyphicon-minus:before {
  content: "\2212";
}
.glyphicon-cloud:before {
  content: "\2601";
}
.glyphicon-envelope:before {
  content: "\2709";
}
.glyphicon-pencil:before {
  content: "\270f";
}
.glyphicon-glass:before {
  content: "\e001";
}
.glyphicon-music:before {
  content: "\e002";
}
.glyphicon-search:before {
  content: "\e003";
}
.glyphicon-heart:before {
  content: "\e005";
}
.glyphicon-star:before {
  content: "\e006";
}
.glyphicon-star-empty:before {
  content: "\e007";
}
.glyphicon-user:before {
  content: "\e008";
}
.glyphicon-film:before {
  content: "\e009";
}
.glyphicon-th-large:before {
  content: "\e010";
}
.glyphicon-th:before {
  content: "\e011";
}
.glyphicon-th-list:before {
  content: "\e012";
}
.glyphicon-ok:before {
  content: "\e013";
}
.glyphicon-remove:before {
  content: "\e014";
}
.glyphicon-zoom-in:before {
  content: "\e015";
}
.glyphicon-zoom-out:before {
  content: "\e016";
}
.glyphicon-off:before {
  content: "\e017";
}
.glyphicon-signal:before {
  content: "\e018";
}
.glyphicon-cog:before {
  content: "\e019";
}
.glyphicon-trash:before {
  content: "\e020";
}
.glyphicon-home:before {
  content: "\e021";
}
.glyphicon-file:before {
  content: "\e022";
}
.glyphicon-time:before {
  content: "\e023";
}
.glyphicon-road:before {
  content: "\e024";
}
.glyphicon-download-alt:before {
  content: "\e025";
}
.glyphicon-download:before {
  content: "\e026";
}
.glyphicon-upload:before {
  content: "\e027";
}
.glyphicon-inbox:before {
  content: "\e028";
}
.glyphicon-play-circle:before {
  content: "\e029";
}
.glyphicon-repeat:before {
  content: "\e030";
}
.glyphicon-refresh:before {
  content: "\e031";
}
.glyphicon-list-alt:before {
  content: "\e032";
}
.glyphicon-lock:before {
  content: "\e033";
}
.glyphicon-flag:before {
  content: "\e034";
}
.glyphicon-headphones:before {
  content: "\e035";
}
.glyphicon-volume-off:before {
  content: "\e036";
}
.glyphicon-volume-down:before {
  content: "\e037";
}
.glyphicon-volume-up:before {
  content: "\e038";
}
.glyphicon-qrcode:before {
  content: "\e039";
}
.glyphicon-barcode:before {
  content: "\e040";
}
.glyphicon-tag:before {
  content: "\e041";
}
.glyphicon-tags:before {
  content: "\e042";
}
.glyphicon-book:before {
  content: "\e043";
}
.glyphicon-bookmark:before {
  content: "\e044";
}
.glyphicon-print:before {
  content: "\e045";
}
.glyphicon-camera:before {
  content: "\e046";
}
.glyphicon-font:before {
  content: "\e047";
}
.glyphicon-bold:before {
  content: "\e048";
}
.glyphicon-italic:before {
  content: "\e049";
}
.glyphicon-text-height:before {
  content: "\e050";
}
.glyphicon-text-width:before {
  content: "\e051";
}
.glyphicon-align-left:before {
  content: "\e052";
}
.glyphicon-align-center:before {
  content: "\e053";
}
.glyphicon-align-right:before {
  content: "\e054";
}
.glyphicon-align-justify:before {
  content: "\e055";
}
.glyphicon-list:before {
  content: "\e056";
}
.glyphicon-indent-left:before {
  content: "\e057";
}
.glyphicon-indent-right:before {
  content: "\e058";
}
.glyphicon-facetime-video:before {
  content: "\e059";
}
.glyphicon-picture:before {
  content: "\e060";
}
.glyphicon-map-marker:before {
  content: "\e062";
}
.glyphicon-adjust:before {
  content: "\e063";
}
.glyphicon-tint:before {
  content: "\e064";
}
.glyphicon-edit:before {
  content: "\e065";
}
.glyphicon-share:before {
  content: "\e066";
}
.glyphicon-check:before {
  content: "\e067";
}
.glyphicon-move:before {
  content: "\e068";
}
.glyphicon-step-backward:before {
  content: "\e069";
}
.glyphicon-fast-backward:before {
  content: "\e070";
}
.glyphicon-backward:before {
  content: "\e071";
}
.glyphicon-play:before {
  content: "\e072";
}
.glyphicon-pause:before {
  content: "\e073";
}
.glyphicon-stop:before {
  content: "\e074";
}
.glyphicon-forward:before {
  content: "\e075";
}
.glyphicon-fast-forward:before {
  content: "\e076";
}
.glyphicon-step-forward:before {
  content: "\e077";
}
.glyphicon-eject:before {
  content: "\e078";
}
.glyphicon-chevron-left:before {
  content: "\e079";
}
.glyphicon-chevron-right:before {
  content: "\e080";
}
.glyphicon-plus-sign:before {
  content: "\e081";
}
.glyphicon-minus-sign:before {
  content: "\e082";
}
.glyphicon-remove-sign:before {
  content: "\e083";
}
.glyphicon-ok-sign:before {
  content: "\e084";
}
.glyphicon-question-sign:before {
  content: "\e085";
}
.glyphicon-info-sign:before {
  content: "\e086";
}
.glyphicon-screenshot:before {
  content: "\e087";
}
.glyphicon-remove-circle:before {
  content: "\e088";
}
.glyphicon-ok-circle:before {
  content: "\e089";
}
.glyphicon-ban-circle:before {
  content: "\e090";
}
.glyphicon-arrow-left:before {
  content: "\e091";
}
.glyphicon-arrow-right:before {
  content: "\e092";
}
.glyphicon-arrow-up:before {
  content: "\e093";
}
.glyphicon-arrow-down:before {
  content: "\e094";
}
.glyphicon-share-alt:before {
  content: "\e095";
}
.glyphicon-resize-full:before {
  content: "\e096";
}
.glyphicon-resize-small:before {
  content: "\e097";
}
.glyphicon-exclamation-sign:before {
  content: "\e101";
}
.glyphicon-gift:before {
  content: "\e102";
}
.glyphicon-leaf:before {
  content: "\e103";
}
.glyphicon-fire:before {
  content: "\e104";
}
.glyphicon-eye-open:before {
  content: "\e105";
}
.glyphicon-eye-close:before {
  content: "\e106";
}
.glyphicon-warning-sign:before {
  content: "\e107";
}
.glyphicon-plane:before {
  content: "\e108";
}
.glyphicon-calendar:before {
  content: "\e109";
}
.glyphicon-random:before {
  content: "\e110";
}
.glyphicon-comment:before {
  content: "\e111";
}
.glyphicon-magnet:before {
  content: "\e112";
}
.glyphicon-chevron-up:before {
  content: "\e113";
}
.glyphicon-chevron-down:before {
  content: "\e114";
}
.glyphicon-retweet:before {
  content: "\e115";
}
.glyphicon-shopping-cart:before {
  content: "\e116";
}
.glyphicon-folder-close:before {
  content: "\e117";
}
.glyphicon-folder-open:before {
  content: "\e118";
}
.glyphicon-resize-vertical:before {
  content: "\e119";
}
.glyphicon-resize-horizontal:before {
  content: "\e120";
}
.glyphicon-hdd:before {
  content: "\e121";
}
.glyphicon-bullhorn:before {
  content: "\e122";
}
.glyphicon-bell:before {
  content: "\e123";
}
.glyphicon-certificate:before {
  content: "\e124";
}
.glyphicon-thumbs-up:before {
  content: "\e125";
}
.glyphicon-thumbs-down:before {
  content: "\e126";
}
.glyphicon-hand-right:before {
  content: "\e127";
}
.glyphicon-hand-left:before {
  content: "\e128";
}
.glyphicon-hand-up:before {
  content: "\e129";
}
.glyphicon-hand-down:before {
  content: "\e130";
}
.glyphicon-circle-arrow-right:before {
  content: "\e131";
}
.glyphicon-circle-arrow-left:before {
  content: "\e132";
}
.glyphicon-circle-arrow-up:before {
  content: "\e133";
}
.glyphicon-circle-arrow-down:before {
  content: "\e134";
}
.glyphicon-globe:before {
  content: "\e135";
}
.glyphicon-wrench:before {
  content: "\e136";
}
.glyphicon-tasks:before {
  content: "\e137";
}
.glyphicon-filter:before {
  content: "\e138";
}
.glyphicon-briefcase:before {
  content: "\e139";
}
.glyphicon-fullscreen:before {
  content: "\e140";
}
.glyphicon-dashboard:before {
  content: "\e141";
}
.glyphicon-paperclip:before {
  content: "\e142";
}
.glyphicon-heart-empty:before {
  content: "\e143";
}
.glyphicon-link:before {
  content: "\e144";
}
.glyphicon-phone:before {
  content: "\e145";
}
.glyphicon-pushpin:before {
  content: "\e146";
}
.glyphicon-usd:before {
  content: "\e148";
}
.glyphicon-gbp:before {
  content: "\e149";
}
.glyphicon-sort:before {
  content: "\e150";
}
.glyphicon-sort-by-alphabet:before {
  content: "\e151";
}
.glyphicon-sort-by-alphabet-alt:before {
  content: "\e152";
}
.glyphicon-sort-by-order:before {
  content: "\e153";
}
.glyphicon-sort-by-order-alt:before {
  content: "\e154";
}
.glyphicon-sort-by-attributes:before {
  content: "\e155";
}
.glyphicon-sort-by-attributes-alt:before {
  content: "\e156";
}
.glyphicon-unchecked:before {
  content: "\e157";
}
.glyphicon-expand:before {
  content: "\e158";
}
.glyphicon-collapse-down:before {
  content: "\e159";
}
.glyphicon-collapse-up:before {
  content: "\e160";
}
.glyphicon-log-in:before {
  content: "\e161";
}
.glyphicon-flash:before {
  content: "\e162";
}
.glyphicon-log-out:before {
  content: "\e163";
}
.glyphicon-new-window:before {
  content: "\e164";
}
.glyphicon-record:before {
  content: "\e165";
}
.glyphicon-save:before {
  content: "\e166";
}
.glyphicon-open:before {
  content: "\e167";
}
.glyphicon-saved:before {
  content: "\e168";
}
.glyphicon-import:before {
  content: "\e169";
}
.glyphicon-export:before {
  content: "\e170";
}
.glyphicon-send:before {
  content: "\e171";
}
.glyphicon-floppy-disk:before {
  content: "\e172";
}
.glyphicon-floppy-saved:before {
  content: "\e173";
}
.glyphicon-floppy-remove:before {
  content: "\e174";
}
.glyphicon-floppy-save:before {
  content: "\e175";
}
.glyphicon-floppy-open:before {
  content: "\e176";
}
.glyphicon-credit-card:before {
  content: "\e177";
}
.glyphicon-transfer:before {
  content: "\e178";
}
.glyphicon-cutlery:before {
  content: "\e179";
}
.glyphicon-header:before {
  content: "\e180";
}
.glyphicon-compressed:before {
  content: "\e181";
}
.glyphicon-earphone:before {
  content: "\e182";
}
.glyphicon-phone-alt:before {
  content: "\e183";
}
.glyphicon-tower:before {
  content: "\e184";
}
.glyphicon-stats:before {
  content: "\e185";
}
.glyphicon-sd-video:before {
  content: "\e186";
}
.glyphicon-hd-video:before {
  content: "\e187";
}
.glyphicon-subtitles:before {
  content: "\e188";
}
.glyphicon-sound-stereo:before {
  content: "\e189";
}
.glyphicon-sound-dolby:before {
  content: "\e190";
}
.glyphicon-sound-5-1:before {
  content: "\e191";
}
.glyphicon-sound-6-1:before {
  content: "\e192";
}
.glyphicon-sound-7-1:before {
  content: "\e193";
}
.glyphicon-copyright-mark:before {
  content: "\e194";
}
.glyphicon-registration-mark:before {
  content: "\e195";
}
.glyphicon-cloud-download:before {
  content: "\e197";
}
.glyphicon-cloud-upload:before {
  content: "\e198";
}
.glyphicon-tree-conifer:before {
  content: "\e199";
}
.glyphicon-tree-deciduous:before {
  content: "\e200";
}
.glyphicon-cd:before {
  content: "\e201";
}
.glyphicon-save-file:before {
  content: "\e202";
}
.glyphicon-open-file:before {
  content: "\e203";
}
.glyphicon-level-up:before {
  content: "\e204";
}
.glyphicon-copy:before {
  content: "\e205";
}
.glyphicon-paste:before {
  content: "\e206";
}
.glyphicon-alert:before {
  content: "\e209";
}
.glyphicon-equalizer:before {
  content: "\e210";
}
.glyphicon-king:before {
  content: "\e211";
}
.glyphicon-queen:before {
  content: "\e212";
}
.glyphicon-pawn:before {
  content: "\e213";
}
.glyphicon-bishop:before {
  content: "\e214";
}
.glyphicon-knight:before {
  content: "\e215";
}
.glyphicon-baby-formula:before {
  content: "\e216";
}
.glyphicon-tent:before {
  content: "\26fa";
}
.glyphicon-blackboard:before {
  content: "\e218";
}
.glyphicon-bed:before {
  content: "\e219";
}
.glyphicon-apple:before {
  content: "\f8ff";
}
.glyphicon-erase:before {
  content: "\e221";
}
.glyphicon-hourglass:before {
  content: "\231b";
}
.glyphicon-lamp:before {
  content: "\e223";
}
.glyphicon-duplicate:before {
  content: "\e224";
}
.glyphicon-piggy-bank:before {
  content: "\e225";
}
.glyphicon-scissors:before {
  content: "\e226";
}
.glyphicon-bitcoin:before {
  content: "\e227";
}
.glyphicon-btc:before {
  content: "\e227";
}
.glyphicon-xbt:before {
  content: "\e227";
}
.glyphicon-yen:before {
  content: "\00a5";
}
.glyphicon-jpy:before {
  content: "\00a5";
}
.glyphicon-ruble:before {
  content: "\20bd";
}
.glyphicon-rub:before {
  content: "\20bd";
}
.glyphicon-scale:before {
  content: "\e230";
}
.glyphicon-ice-lolly:before {
  content: "\e231";
}
.glyphicon-ice-lolly-tasted:before {
  content: "\e232";
}
.glyphicon-education:before {
  content: "\e233";
}
.glyphicon-option-horizontal:before {
  content: "\e234";
}
.glyphicon-option-vertical:before {
  content: "\e235";
}
.glyphicon-menu-hamburger:before {
  content: "\e236";
}
.glyphicon-modal-window:before {
  content: "\e237";
}
.glyphicon-oil:before {
  content: "\e238";
}
.glyphicon-grain:before {
  content: "\e239";
}
.glyphicon-sunglasses:before {
  content: "\e240";
}
.glyphicon-text-size:before {
  content: "\e241";
}
.glyphicon-text-color:before {
  content: "\e242";
}
.glyphicon-text-background:before {
  content: "\e243";
}
.glyphicon-object-align-top:before {
  content: "\e244";
}
.glyphicon-object-align-bottom:before {
  content: "\e245";
}
.glyphicon-object-align-horizontal:before {
  content: "\e246";
}
.glyphicon-object-align-left:before {
  content: "\e247";
}
.glyphicon-object-align-vertical:before {
  content: "\e248";
}
.glyphicon-object-align-right:before {
  content: "\e249";
}
.glyphicon-triangle-right:before {
  content: "\e250";
}
.glyphicon-triangle-left:before {
  content: "\e251";
}
.glyphicon-triangle-bottom:before {
  content: "\e252";
}
.glyphicon-triangle-top:before {
  content: "\e253";
}
.glyphicon-console:before {
  content: "\e254";
}
.glyphicon-superscript:before {
  content: "\e255";
}
.glyphicon-subscript:before {
  content: "\e256";
}
.glyphicon-menu-left:before {
  content: "\e257";
}
.glyphicon-menu-right:before {
  content: "\e258";
}
.glyphicon-menu-down:before {
  content: "\e259";
}
.glyphicon-menu-up:before {
  content: "\e260";
}
* {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
*:before,
*:after {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
html {
  font-size: 10px;
  -webkit-tap-highlight-color: rgba(0, 0, 0, 0);
}
body {
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-size: 13px;
  line-height: 1.42857143;
  color: #000;
  background-color: #fff;
}
input,
button,
select,
textarea {
  font-family: inherit;
  font-size: inherit;
  line-height: inherit;
}
a {
  color: #337ab7;
  text-decoration: none;
}
a:hover,
a:focus {
  color: #23527c;
  text-decoration: underline;
}
a:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
figure {
  margin: 0;
}
img {
  vertical-align: middle;
}
.img-responsive,
.thumbnail > img,
.thumbnail a > img,
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  display: block;
  max-width: 100%;
  height: auto;
}
.img-rounded {
  border-radius: 3px;
}
.img-thumbnail {
  padding: 4px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: all 0.2s ease-in-out;
  -o-transition: all 0.2s ease-in-out;
  transition: all 0.2s ease-in-out;
  display: inline-block;
  max-width: 100%;
  height: auto;
}
.img-circle {
  border-radius: 50%;
}
hr {
  margin-top: 18px;
  margin-bottom: 18px;
  border: 0;
  border-top: 1px solid #eeeeee;
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  margin: -1px;
  padding: 0;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
[role="button"] {
  cursor: pointer;
}
h1,
h2,
h3,
h4,
h5,
h6,
.h1,
.h2,
.h3,
.h4,
.h5,
.h6 {
  font-family: inherit;
  font-weight: 500;
  line-height: 1.1;
  color: inherit;
}
h1 small,
h2 small,
h3 small,
h4 small,
h5 small,
h6 small,
.h1 small,
.h2 small,
.h3 small,
.h4 small,
.h5 small,
.h6 small,
h1 .small,
h2 .small,
h3 .small,
h4 .small,
h5 .small,
h6 .small,
.h1 .small,
.h2 .small,
.h3 .small,
.h4 .small,
.h5 .small,
.h6 .small {
  font-weight: normal;
  line-height: 1;
  color: #777777;
}
h1,
.h1,
h2,
.h2,
h3,
.h3 {
  margin-top: 18px;
  margin-bottom: 9px;
}
h1 small,
.h1 small,
h2 small,
.h2 small,
h3 small,
.h3 small,
h1 .small,
.h1 .small,
h2 .small,
.h2 .small,
h3 .small,
.h3 .small {
  font-size: 65%;
}
h4,
.h4,
h5,
.h5,
h6,
.h6 {
  margin-top: 9px;
  margin-bottom: 9px;
}
h4 small,
.h4 small,
h5 small,
.h5 small,
h6 small,
.h6 small,
h4 .small,
.h4 .small,
h5 .small,
.h5 .small,
h6 .small,
.h6 .small {
  font-size: 75%;
}
h1,
.h1 {
  font-size: 33px;
}
h2,
.h2 {
  font-size: 27px;
}
h3,
.h3 {
  font-size: 23px;
}
h4,
.h4 {
  font-size: 17px;
}
h5,
.h5 {
  font-size: 13px;
}
h6,
.h6 {
  font-size: 12px;
}
p {
  margin: 0 0 9px;
}
.lead {
  margin-bottom: 18px;
  font-size: 14px;
  font-weight: 300;
  line-height: 1.4;
}
@media (min-width: 768px) {
  .lead {
    font-size: 19.5px;
  }
}
small,
.small {
  font-size: 92%;
}
mark,
.mark {
  background-color: #fcf8e3;
  padding: .2em;
}
.text-left {
  text-align: left;
}
.text-right {
  text-align: right;
}
.text-center {
  text-align: center;
}
.text-justify {
  text-align: justify;
}
.text-nowrap {
  white-space: nowrap;
}
.text-lowercase {
  text-transform: lowercase;
}
.text-uppercase {
  text-transform: uppercase;
}
.text-capitalize {
  text-transform: capitalize;
}
.text-muted {
  color: #777777;
}
.text-primary {
  color: #337ab7;
}
a.text-primary:hover,
a.text-primary:focus {
  color: #286090;
}
.text-success {
  color: #3c763d;
}
a.text-success:hover,
a.text-success:focus {
  color: #2b542c;
}
.text-info {
  color: #31708f;
}
a.text-info:hover,
a.text-info:focus {
  color: #245269;
}
.text-warning {
  color: #8a6d3b;
}
a.text-warning:hover,
a.text-warning:focus {
  color: #66512c;
}
.text-danger {
  color: #a94442;
}
a.text-danger:hover,
a.text-danger:focus {
  color: #843534;
}
.bg-primary {
  color: #fff;
  background-color: #337ab7;
}
a.bg-primary:hover,
a.bg-primary:focus {
  background-color: #286090;
}
.bg-success {
  background-color: #dff0d8;
}
a.bg-success:hover,
a.bg-success:focus {
  background-color: #c1e2b3;
}
.bg-info {
  background-color: #d9edf7;
}
a.bg-info:hover,
a.bg-info:focus {
  background-color: #afd9ee;
}
.bg-warning {
  background-color: #fcf8e3;
}
a.bg-warning:hover,
a.bg-warning:focus {
  background-color: #f7ecb5;
}
.bg-danger {
  background-color: #f2dede;
}
a.bg-danger:hover,
a.bg-danger:focus {
  background-color: #e4b9b9;
}
.page-header {
  padding-bottom: 8px;
  margin: 36px 0 18px;
  border-bottom: 1px solid #eeeeee;
}
ul,
ol {
  margin-top: 0;
  margin-bottom: 9px;
}
ul ul,
ol ul,
ul ol,
ol ol {
  margin-bottom: 0;
}
.list-unstyled {
  padding-left: 0;
  list-style: none;
}
.list-inline {
  padding-left: 0;
  list-style: none;
  margin-left: -5px;
}
.list-inline > li {
  display: inline-block;
  padding-left: 5px;
  padding-right: 5px;
}
dl {
  margin-top: 0;
  margin-bottom: 18px;
}
dt,
dd {
  line-height: 1.42857143;
}
dt {
  font-weight: bold;
}
dd {
  margin-left: 0;
}
@media (min-width: 541px) {
  .dl-horizontal dt {
    float: left;
    width: 160px;
    clear: left;
    text-align: right;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
  }
  .dl-horizontal dd {
    margin-left: 180px;
  }
}
abbr[title],
abbr[data-original-title] {
  cursor: help;
  border-bottom: 1px dotted #777777;
}
.initialism {
  font-size: 90%;
  text-transform: uppercase;
}
blockquote {
  padding: 9px 18px;
  margin: 0 0 18px;
  font-size: inherit;
  border-left: 5px solid #eeeeee;
}
blockquote p:last-child,
blockquote ul:last-child,
blockquote ol:last-child {
  margin-bottom: 0;
}
blockquote footer,
blockquote small,
blockquote .small {
  display: block;
  font-size: 80%;
  line-height: 1.42857143;
  color: #777777;
}
blockquote footer:before,
blockquote small:before,
blockquote .small:before {
  content: '\2014 \00A0';
}
.blockquote-reverse,
blockquote.pull-right {
  padding-right: 15px;
  padding-left: 0;
  border-right: 5px solid #eeeeee;
  border-left: 0;
  text-align: right;
}
.blockquote-reverse footer:before,
blockquote.pull-right footer:before,
.blockquote-reverse small:before,
blockquote.pull-right small:before,
.blockquote-reverse .small:before,
blockquote.pull-right .small:before {
  content: '';
}
.blockquote-reverse footer:after,
blockquote.pull-right footer:after,
.blockquote-reverse small:after,
blockquote.pull-right small:after,
.blockquote-reverse .small:after,
blockquote.pull-right .small:after {
  content: '\00A0 \2014';
}
address {
  margin-bottom: 18px;
  font-style: normal;
  line-height: 1.42857143;
}
code,
kbd,
pre,
samp {
  font-family: monospace;
}
code {
  padding: 2px 4px;
  font-size: 90%;
  color: #c7254e;
  background-color: #f9f2f4;
  border-radius: 2px;
}
kbd {
  padding: 2px 4px;
  font-size: 90%;
  color: #888;
  background-color: transparent;
  border-radius: 1px;
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
}
kbd kbd {
  padding: 0;
  font-size: 100%;
  font-weight: bold;
  box-shadow: none;
}
pre {
  display: block;
  padding: 8.5px;
  margin: 0 0 9px;
  font-size: 12px;
  line-height: 1.42857143;
  word-break: break-all;
  word-wrap: break-word;
  color: #333333;
  background-color: #f5f5f5;
  border: 1px solid #ccc;
  border-radius: 2px;
}
pre code {
  padding: 0;
  font-size: inherit;
  color: inherit;
  white-space: pre-wrap;
  background-color: transparent;
  border-radius: 0;
}
.pre-scrollable {
  max-height: 340px;
  overflow-y: scroll;
}
.container {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
@media (min-width: 768px) {
  .container {
    width: 768px;
  }
}
@media (min-width: 992px) {
  .container {
    width: 940px;
  }
}
@media (min-width: 1200px) {
  .container {
    width: 1140px;
  }
}
.container-fluid {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
.row {
  margin-left: 0px;
  margin-right: 0px;
}
.col-xs-1, .col-sm-1, .col-md-1, .col-lg-1, .col-xs-2, .col-sm-2, .col-md-2, .col-lg-2, .col-xs-3, .col-sm-3, .col-md-3, .col-lg-3, .col-xs-4, .col-sm-4, .col-md-4, .col-lg-4, .col-xs-5, .col-sm-5, .col-md-5, .col-lg-5, .col-xs-6, .col-sm-6, .col-md-6, .col-lg-6, .col-xs-7, .col-sm-7, .col-md-7, .col-lg-7, .col-xs-8, .col-sm-8, .col-md-8, .col-lg-8, .col-xs-9, .col-sm-9, .col-md-9, .col-lg-9, .col-xs-10, .col-sm-10, .col-md-10, .col-lg-10, .col-xs-11, .col-sm-11, .col-md-11, .col-lg-11, .col-xs-12, .col-sm-12, .col-md-12, .col-lg-12 {
  position: relative;
  min-height: 1px;
  padding-left: 0px;
  padding-right: 0px;
}
.col-xs-1, .col-xs-2, .col-xs-3, .col-xs-4, .col-xs-5, .col-xs-6, .col-xs-7, .col-xs-8, .col-xs-9, .col-xs-10, .col-xs-11, .col-xs-12 {
  float: left;
}
.col-xs-12 {
  width: 100%;
}
.col-xs-11 {
  width: 91.66666667%;
}
.col-xs-10 {
  width: 83.33333333%;
}
.col-xs-9 {
  width: 75%;
}
.col-xs-8 {
  width: 66.66666667%;
}
.col-xs-7 {
  width: 58.33333333%;
}
.col-xs-6 {
  width: 50%;
}
.col-xs-5 {
  width: 41.66666667%;
}
.col-xs-4 {
  width: 33.33333333%;
}
.col-xs-3 {
  width: 25%;
}
.col-xs-2 {
  width: 16.66666667%;
}
.col-xs-1 {
  width: 8.33333333%;
}
.col-xs-pull-12 {
  right: 100%;
}
.col-xs-pull-11 {
  right: 91.66666667%;
}
.col-xs-pull-10 {
  right: 83.33333333%;
}
.col-xs-pull-9 {
  right: 75%;
}
.col-xs-pull-8 {
  right: 66.66666667%;
}
.col-xs-pull-7 {
  right: 58.33333333%;
}
.col-xs-pull-6 {
  right: 50%;
}
.col-xs-pull-5 {
  right: 41.66666667%;
}
.col-xs-pull-4 {
  right: 33.33333333%;
}
.col-xs-pull-3 {
  right: 25%;
}
.col-xs-pull-2 {
  right: 16.66666667%;
}
.col-xs-pull-1 {
  right: 8.33333333%;
}
.col-xs-pull-0 {
  right: auto;
}
.col-xs-push-12 {
  left: 100%;
}
.col-xs-push-11 {
  left: 91.66666667%;
}
.col-xs-push-10 {
  left: 83.33333333%;
}
.col-xs-push-9 {
  left: 75%;
}
.col-xs-push-8 {
  left: 66.66666667%;
}
.col-xs-push-7 {
  left: 58.33333333%;
}
.col-xs-push-6 {
  left: 50%;
}
.col-xs-push-5 {
  left: 41.66666667%;
}
.col-xs-push-4 {
  left: 33.33333333%;
}
.col-xs-push-3 {
  left: 25%;
}
.col-xs-push-2 {
  left: 16.66666667%;
}
.col-xs-push-1 {
  left: 8.33333333%;
}
.col-xs-push-0 {
  left: auto;
}
.col-xs-offset-12 {
  margin-left: 100%;
}
.col-xs-offset-11 {
  margin-left: 91.66666667%;
}
.col-xs-offset-10 {
  margin-left: 83.33333333%;
}
.col-xs-offset-9 {
  margin-left: 75%;
}
.col-xs-offset-8 {
  margin-left: 66.66666667%;
}
.col-xs-offset-7 {
  margin-left: 58.33333333%;
}
.col-xs-offset-6 {
  margin-left: 50%;
}
.col-xs-offset-5 {
  margin-left: 41.66666667%;
}
.col-xs-offset-4 {
  margin-left: 33.33333333%;
}
.col-xs-offset-3 {
  margin-left: 25%;
}
.col-xs-offset-2 {
  margin-left: 16.66666667%;
}
.col-xs-offset-1 {
  margin-left: 8.33333333%;
}
.col-xs-offset-0 {
  margin-left: 0%;
}
@media (min-width: 768px) {
  .col-sm-1, .col-sm-2, .col-sm-3, .col-sm-4, .col-sm-5, .col-sm-6, .col-sm-7, .col-sm-8, .col-sm-9, .col-sm-10, .col-sm-11, .col-sm-12 {
    float: left;
  }
  .col-sm-12 {
    width: 100%;
  }
  .col-sm-11 {
    width: 91.66666667%;
  }
  .col-sm-10 {
    width: 83.33333333%;
  }
  .col-sm-9 {
    width: 75%;
  }
  .col-sm-8 {
    width: 66.66666667%;
  }
  .col-sm-7 {
    width: 58.33333333%;
  }
  .col-sm-6 {
    width: 50%;
  }
  .col-sm-5 {
    width: 41.66666667%;
  }
  .col-sm-4 {
    width: 33.33333333%;
  }
  .col-sm-3 {
    width: 25%;
  }
  .col-sm-2 {
    width: 16.66666667%;
  }
  .col-sm-1 {
    width: 8.33333333%;
  }
  .col-sm-pull-12 {
    right: 100%;
  }
  .col-sm-pull-11 {
    right: 91.66666667%;
  }
  .col-sm-pull-10 {
    right: 83.33333333%;
  }
  .col-sm-pull-9 {
    right: 75%;
  }
  .col-sm-pull-8 {
    right: 66.66666667%;
  }
  .col-sm-pull-7 {
    right: 58.33333333%;
  }
  .col-sm-pull-6 {
    right: 50%;
  }
  .col-sm-pull-5 {
    right: 41.66666667%;
  }
  .col-sm-pull-4 {
    right: 33.33333333%;
  }
  .col-sm-pull-3 {
    right: 25%;
  }
  .col-sm-pull-2 {
    right: 16.66666667%;
  }
  .col-sm-pull-1 {
    right: 8.33333333%;
  }
  .col-sm-pull-0 {
    right: auto;
  }
  .col-sm-push-12 {
    left: 100%;
  }
  .col-sm-push-11 {
    left: 91.66666667%;
  }
  .col-sm-push-10 {
    left: 83.33333333%;
  }
  .col-sm-push-9 {
    left: 75%;
  }
  .col-sm-push-8 {
    left: 66.66666667%;
  }
  .col-sm-push-7 {
    left: 58.33333333%;
  }
  .col-sm-push-6 {
    left: 50%;
  }
  .col-sm-push-5 {
    left: 41.66666667%;
  }
  .col-sm-push-4 {
    left: 33.33333333%;
  }
  .col-sm-push-3 {
    left: 25%;
  }
  .col-sm-push-2 {
    left: 16.66666667%;
  }
  .col-sm-push-1 {
    left: 8.33333333%;
  }
  .col-sm-push-0 {
    left: auto;
  }
  .col-sm-offset-12 {
    margin-left: 100%;
  }
  .col-sm-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-sm-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-sm-offset-9 {
    margin-left: 75%;
  }
  .col-sm-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-sm-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-sm-offset-6 {
    margin-left: 50%;
  }
  .col-sm-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-sm-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-sm-offset-3 {
    margin-left: 25%;
  }
  .col-sm-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-sm-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-sm-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 992px) {
  .col-md-1, .col-md-2, .col-md-3, .col-md-4, .col-md-5, .col-md-6, .col-md-7, .col-md-8, .col-md-9, .col-md-10, .col-md-11, .col-md-12 {
    float: left;
  }
  .col-md-12 {
    width: 100%;
  }
  .col-md-11 {
    width: 91.66666667%;
  }
  .col-md-10 {
    width: 83.33333333%;
  }
  .col-md-9 {
    width: 75%;
  }
  .col-md-8 {
    width: 66.66666667%;
  }
  .col-md-7 {
    width: 58.33333333%;
  }
  .col-md-6 {
    width: 50%;
  }
  .col-md-5 {
    width: 41.66666667%;
  }
  .col-md-4 {
    width: 33.33333333%;
  }
  .col-md-3 {
    width: 25%;
  }
  .col-md-2 {
    width: 16.66666667%;
  }
  .col-md-1 {
    width: 8.33333333%;
  }
  .col-md-pull-12 {
    right: 100%;
  }
  .col-md-pull-11 {
    right: 91.66666667%;
  }
  .col-md-pull-10 {
    right: 83.33333333%;
  }
  .col-md-pull-9 {
    right: 75%;
  }
  .col-md-pull-8 {
    right: 66.66666667%;
  }
  .col-md-pull-7 {
    right: 58.33333333%;
  }
  .col-md-pull-6 {
    right: 50%;
  }
  .col-md-pull-5 {
    right: 41.66666667%;
  }
  .col-md-pull-4 {
    right: 33.33333333%;
  }
  .col-md-pull-3 {
    right: 25%;
  }
  .col-md-pull-2 {
    right: 16.66666667%;
  }
  .col-md-pull-1 {
    right: 8.33333333%;
  }
  .col-md-pull-0 {
    right: auto;
  }
  .col-md-push-12 {
    left: 100%;
  }
  .col-md-push-11 {
    left: 91.66666667%;
  }
  .col-md-push-10 {
    left: 83.33333333%;
  }
  .col-md-push-9 {
    left: 75%;
  }
  .col-md-push-8 {
    left: 66.66666667%;
  }
  .col-md-push-7 {
    left: 58.33333333%;
  }
  .col-md-push-6 {
    left: 50%;
  }
  .col-md-push-5 {
    left: 41.66666667%;
  }
  .col-md-push-4 {
    left: 33.33333333%;
  }
  .col-md-push-3 {
    left: 25%;
  }
  .col-md-push-2 {
    left: 16.66666667%;
  }
  .col-md-push-1 {
    left: 8.33333333%;
  }
  .col-md-push-0 {
    left: auto;
  }
  .col-md-offset-12 {
    margin-left: 100%;
  }
  .col-md-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-md-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-md-offset-9 {
    margin-left: 75%;
  }
  .col-md-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-md-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-md-offset-6 {
    margin-left: 50%;
  }
  .col-md-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-md-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-md-offset-3 {
    margin-left: 25%;
  }
  .col-md-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-md-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-md-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 1200px) {
  .col-lg-1, .col-lg-2, .col-lg-3, .col-lg-4, .col-lg-5, .col-lg-6, .col-lg-7, .col-lg-8, .col-lg-9, .col-lg-10, .col-lg-11, .col-lg-12 {
    float: left;
  }
  .col-lg-12 {
    width: 100%;
  }
  .col-lg-11 {
    width: 91.66666667%;
  }
  .col-lg-10 {
    width: 83.33333333%;
  }
  .col-lg-9 {
    width: 75%;
  }
  .col-lg-8 {
    width: 66.66666667%;
  }
  .col-lg-7 {
    width: 58.33333333%;
  }
  .col-lg-6 {
    width: 50%;
  }
  .col-lg-5 {
    width: 41.66666667%;
  }
  .col-lg-4 {
    width: 33.33333333%;
  }
  .col-lg-3 {
    width: 25%;
  }
  .col-lg-2 {
    width: 16.66666667%;
  }
  .col-lg-1 {
    width: 8.33333333%;
  }
  .col-lg-pull-12 {
    right: 100%;
  }
  .col-lg-pull-11 {
    right: 91.66666667%;
  }
  .col-lg-pull-10 {
    right: 83.33333333%;
  }
  .col-lg-pull-9 {
    right: 75%;
  }
  .col-lg-pull-8 {
    right: 66.66666667%;
  }
  .col-lg-pull-7 {
    right: 58.33333333%;
  }
  .col-lg-pull-6 {
    right: 50%;
  }
  .col-lg-pull-5 {
    right: 41.66666667%;
  }
  .col-lg-pull-4 {
    right: 33.33333333%;
  }
  .col-lg-pull-3 {
    right: 25%;
  }
  .col-lg-pull-2 {
    right: 16.66666667%;
  }
  .col-lg-pull-1 {
    right: 8.33333333%;
  }
  .col-lg-pull-0 {
    right: auto;
  }
  .col-lg-push-12 {
    left: 100%;
  }
  .col-lg-push-11 {
    left: 91.66666667%;
  }
  .col-lg-push-10 {
    left: 83.33333333%;
  }
  .col-lg-push-9 {
    left: 75%;
  }
  .col-lg-push-8 {
    left: 66.66666667%;
  }
  .col-lg-push-7 {
    left: 58.33333333%;
  }
  .col-lg-push-6 {
    left: 50%;
  }
  .col-lg-push-5 {
    left: 41.66666667%;
  }
  .col-lg-push-4 {
    left: 33.33333333%;
  }
  .col-lg-push-3 {
    left: 25%;
  }
  .col-lg-push-2 {
    left: 16.66666667%;
  }
  .col-lg-push-1 {
    left: 8.33333333%;
  }
  .col-lg-push-0 {
    left: auto;
  }
  .col-lg-offset-12 {
    margin-left: 100%;
  }
  .col-lg-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-lg-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-lg-offset-9 {
    margin-left: 75%;
  }
  .col-lg-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-lg-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-lg-offset-6 {
    margin-left: 50%;
  }
  .col-lg-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-lg-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-lg-offset-3 {
    margin-left: 25%;
  }
  .col-lg-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-lg-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-lg-offset-0 {
    margin-left: 0%;
  }
}
table {
  background-color: transparent;
}
caption {
  padding-top: 8px;
  padding-bottom: 8px;
  color: #777777;
  text-align: left;
}
th {
  text-align: left;
}
.table {
  width: 100%;
  max-width: 100%;
  margin-bottom: 18px;
}
.table > thead > tr > th,
.table > tbody > tr > th,
.table > tfoot > tr > th,
.table > thead > tr > td,
.table > tbody > tr > td,
.table > tfoot > tr > td {
  padding: 8px;
  line-height: 1.42857143;
  vertical-align: top;
  border-top: 1px solid #ddd;
}
.table > thead > tr > th {
  vertical-align: bottom;
  border-bottom: 2px solid #ddd;
}
.table > caption + thead > tr:first-child > th,
.table > colgroup + thead > tr:first-child > th,
.table > thead:first-child > tr:first-child > th,
.table > caption + thead > tr:first-child > td,
.table > colgroup + thead > tr:first-child > td,
.table > thead:first-child > tr:first-child > td {
  border-top: 0;
}
.table > tbody + tbody {
  border-top: 2px solid #ddd;
}
.table .table {
  background-color: #fff;
}
.table-condensed > thead > tr > th,
.table-condensed > tbody > tr > th,
.table-condensed > tfoot > tr > th,
.table-condensed > thead > tr > td,
.table-condensed > tbody > tr > td,
.table-condensed > tfoot > tr > td {
  padding: 5px;
}
.table-bordered {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > tbody > tr > th,
.table-bordered > tfoot > tr > th,
.table-bordered > thead > tr > td,
.table-bordered > tbody > tr > td,
.table-bordered > tfoot > tr > td {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > thead > tr > td {
  border-bottom-width: 2px;
}
.table-striped > tbody > tr:nth-of-type(odd) {
  background-color: #f9f9f9;
}
.table-hover > tbody > tr:hover {
  background-color: #f5f5f5;
}
table col[class*="col-"] {
  position: static;
  float: none;
  display: table-column;
}
table td[class*="col-"],
table th[class*="col-"] {
  position: static;
  float: none;
  display: table-cell;
}
.table > thead > tr > td.active,
.table > tbody > tr > td.active,
.table > tfoot > tr > td.active,
.table > thead > tr > th.active,
.table > tbody > tr > th.active,
.table > tfoot > tr > th.active,
.table > thead > tr.active > td,
.table > tbody > tr.active > td,
.table > tfoot > tr.active > td,
.table > thead > tr.active > th,
.table > tbody > tr.active > th,
.table > tfoot > tr.active > th {
  background-color: #f5f5f5;
}
.table-hover > tbody > tr > td.active:hover,
.table-hover > tbody > tr > th.active:hover,
.table-hover > tbody > tr.active:hover > td,
.table-hover > tbody > tr:hover > .active,
.table-hover > tbody > tr.active:hover > th {
  background-color: #e8e8e8;
}
.table > thead > tr > td.success,
.table > tbody > tr > td.success,
.table > tfoot > tr > td.success,
.table > thead > tr > th.success,
.table > tbody > tr > th.success,
.table > tfoot > tr > th.success,
.table > thead > tr.success > td,
.table > tbody > tr.success > td,
.table > tfoot > tr.success > td,
.table > thead > tr.success > th,
.table > tbody > tr.success > th,
.table > tfoot > tr.success > th {
  background-color: #dff0d8;
}
.table-hover > tbody > tr > td.success:hover,
.table-hover > tbody > tr > th.success:hover,
.table-hover > tbody > tr.success:hover > td,
.table-hover > tbody > tr:hover > .success,
.table-hover > tbody > tr.success:hover > th {
  background-color: #d0e9c6;
}
.table > thead > tr > td.info,
.table > tbody > tr > td.info,
.table > tfoot > tr > td.info,
.table > thead > tr > th.info,
.table > tbody > tr > th.info,
.table > tfoot > tr > th.info,
.table > thead > tr.info > td,
.table > tbody > tr.info > td,
.table > tfoot > tr.info > td,
.table > thead > tr.info > th,
.table > tbody > tr.info > th,
.table > tfoot > tr.info > th {
  background-color: #d9edf7;
}
.table-hover > tbody > tr > td.info:hover,
.table-hover > tbody > tr > th.info:hover,
.table-hover > tbody > tr.info:hover > td,
.table-hover > tbody > tr:hover > .info,
.table-hover > tbody > tr.info:hover > th {
  background-color: #c4e3f3;
}
.table > thead > tr > td.warning,
.table > tbody > tr > td.warning,
.table > tfoot > tr > td.warning,
.table > thead > tr > th.warning,
.table > tbody > tr > th.warning,
.table > tfoot > tr > th.warning,
.table > thead > tr.warning > td,
.table > tbody > tr.warning > td,
.table > tfoot > tr.warning > td,
.table > thead > tr.warning > th,
.table > tbody > tr.warning > th,
.table > tfoot > tr.warning > th {
  background-color: #fcf8e3;
}
.table-hover > tbody > tr > td.warning:hover,
.table-hover > tbody > tr > th.warning:hover,
.table-hover > tbody > tr.warning:hover > td,
.table-hover > tbody > tr:hover > .warning,
.table-hover > tbody > tr.warning:hover > th {
  background-color: #faf2cc;
}
.table > thead > tr > td.danger,
.table > tbody > tr > td.danger,
.table > tfoot > tr > td.danger,
.table > thead > tr > th.danger,
.table > tbody > tr > th.danger,
.table > tfoot > tr > th.danger,
.table > thead > tr.danger > td,
.table > tbody > tr.danger > td,
.table > tfoot > tr.danger > td,
.table > thead > tr.danger > th,
.table > tbody > tr.danger > th,
.table > tfoot > tr.danger > th {
  background-color: #f2dede;
}
.table-hover > tbody > tr > td.danger:hover,
.table-hover > tbody > tr > th.danger:hover,
.table-hover > tbody > tr.danger:hover > td,
.table-hover > tbody > tr:hover > .danger,
.table-hover > tbody > tr.danger:hover > th {
  background-color: #ebcccc;
}
.table-responsive {
  overflow-x: auto;
  min-height: 0.01%;
}
@media screen and (max-width: 767px) {
  .table-responsive {
    width: 100%;
    margin-bottom: 13.5px;
    overflow-y: hidden;
    -ms-overflow-style: -ms-autohiding-scrollbar;
    border: 1px solid #ddd;
  }
  .table-responsive > .table {
    margin-bottom: 0;
  }
  .table-responsive > .table > thead > tr > th,
  .table-responsive > .table > tbody > tr > th,
  .table-responsive > .table > tfoot > tr > th,
  .table-responsive > .table > thead > tr > td,
  .table-responsive > .table > tbody > tr > td,
  .table-responsive > .table > tfoot > tr > td {
    white-space: nowrap;
  }
  .table-responsive > .table-bordered {
    border: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:first-child,
  .table-responsive > .table-bordered > tbody > tr > th:first-child,
  .table-responsive > .table-bordered > tfoot > tr > th:first-child,
  .table-responsive > .table-bordered > thead > tr > td:first-child,
  .table-responsive > .table-bordered > tbody > tr > td:first-child,
  .table-responsive > .table-bordered > tfoot > tr > td:first-child {
    border-left: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:last-child,
  .table-responsive > .table-bordered > tbody > tr > th:last-child,
  .table-responsive > .table-bordered > tfoot > tr > th:last-child,
  .table-responsive > .table-bordered > thead > tr > td:last-child,
  .table-responsive > .table-bordered > tbody > tr > td:last-child,
  .table-responsive > .table-bordered > tfoot > tr > td:last-child {
    border-right: 0;
  }
  .table-responsive > .table-bordered > tbody > tr:last-child > th,
  .table-responsive > .table-bordered > tfoot > tr:last-child > th,
  .table-responsive > .table-bordered > tbody > tr:last-child > td,
  .table-responsive > .table-bordered > tfoot > tr:last-child > td {
    border-bottom: 0;
  }
}
fieldset {
  padding: 0;
  margin: 0;
  border: 0;
  min-width: 0;
}
legend {
  display: block;
  width: 100%;
  padding: 0;
  margin-bottom: 18px;
  font-size: 19.5px;
  line-height: inherit;
  color: #333333;
  border: 0;
  border-bottom: 1px solid #e5e5e5;
}
label {
  display: inline-block;
  max-width: 100%;
  margin-bottom: 5px;
  font-weight: bold;
}
input[type="search"] {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
input[type="radio"],
input[type="checkbox"] {
  margin: 4px 0 0;
  margin-top: 1px \9;
  line-height: normal;
}
input[type="file"] {
  display: block;
}
input[type="range"] {
  display: block;
  width: 100%;
}
select[multiple],
select[size] {
  height: auto;
}
input[type="file"]:focus,
input[type="radio"]:focus,
input[type="checkbox"]:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
output {
  display: block;
  padding-top: 7px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
}
.form-control {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
}
.form-control:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.form-control::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.form-control:-ms-input-placeholder {
  color: #999;
}
.form-control::-webkit-input-placeholder {
  color: #999;
}
.form-control::-ms-expand {
  border: 0;
  background-color: transparent;
}
.form-control[disabled],
.form-control[readonly],
fieldset[disabled] .form-control {
  background-color: #eeeeee;
  opacity: 1;
}
.form-control[disabled],
fieldset[disabled] .form-control {
  cursor: not-allowed;
}
textarea.form-control {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: none;
}
@media screen and (-webkit-min-device-pixel-ratio: 0) {
  input[type="date"].form-control,
  input[type="time"].form-control,
  input[type="datetime-local"].form-control,
  input[type="month"].form-control {
    line-height: 32px;
  }
  input[type="date"].input-sm,
  input[type="time"].input-sm,
  input[type="datetime-local"].input-sm,
  input[type="month"].input-sm,
  .input-group-sm input[type="date"],
  .input-group-sm input[type="time"],
  .input-group-sm input[type="datetime-local"],
  .input-group-sm input[type="month"] {
    line-height: 30px;
  }
  input[type="date"].input-lg,
  input[type="time"].input-lg,
  input[type="datetime-local"].input-lg,
  input[type="month"].input-lg,
  .input-group-lg input[type="date"],
  .input-group-lg input[type="time"],
  .input-group-lg input[type="datetime-local"],
  .input-group-lg input[type="month"] {
    line-height: 45px;
  }
}
.form-group {
  margin-bottom: 15px;
}
.radio,
.checkbox {
  position: relative;
  display: block;
  margin-top: 10px;
  margin-bottom: 10px;
}
.radio label,
.checkbox label {
  min-height: 18px;
  padding-left: 20px;
  margin-bottom: 0;
  font-weight: normal;
  cursor: pointer;
}
.radio input[type="radio"],
.radio-inline input[type="radio"],
.checkbox input[type="checkbox"],
.checkbox-inline input[type="checkbox"] {
  position: absolute;
  margin-left: -20px;
  margin-top: 4px \9;
}
.radio + .radio,
.checkbox + .checkbox {
  margin-top: -5px;
}
.radio-inline,
.checkbox-inline {
  position: relative;
  display: inline-block;
  padding-left: 20px;
  margin-bottom: 0;
  vertical-align: middle;
  font-weight: normal;
  cursor: pointer;
}
.radio-inline + .radio-inline,
.checkbox-inline + .checkbox-inline {
  margin-top: 0;
  margin-left: 10px;
}
input[type="radio"][disabled],
input[type="checkbox"][disabled],
input[type="radio"].disabled,
input[type="checkbox"].disabled,
fieldset[disabled] input[type="radio"],
fieldset[disabled] input[type="checkbox"] {
  cursor: not-allowed;
}
.radio-inline.disabled,
.checkbox-inline.disabled,
fieldset[disabled] .radio-inline,
fieldset[disabled] .checkbox-inline {
  cursor: not-allowed;
}
.radio.disabled label,
.checkbox.disabled label,
fieldset[disabled] .radio label,
fieldset[disabled] .checkbox label {
  cursor: not-allowed;
}
.form-control-static {
  padding-top: 7px;
  padding-bottom: 7px;
  margin-bottom: 0;
  min-height: 31px;
}
.form-control-static.input-lg,
.form-control-static.input-sm {
  padding-left: 0;
  padding-right: 0;
}
.input-sm {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-sm {
  height: 30px;
  line-height: 30px;
}
textarea.input-sm,
select[multiple].input-sm {
  height: auto;
}
.form-group-sm .form-control {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.form-group-sm select.form-control {
  height: 30px;
  line-height: 30px;
}
.form-group-sm textarea.form-control,
.form-group-sm select[multiple].form-control {
  height: auto;
}
.form-group-sm .form-control-static {
  height: 30px;
  min-height: 30px;
  padding: 6px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.input-lg {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-lg {
  height: 45px;
  line-height: 45px;
}
textarea.input-lg,
select[multiple].input-lg {
  height: auto;
}
.form-group-lg .form-control {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.form-group-lg select.form-control {
  height: 45px;
  line-height: 45px;
}
.form-group-lg textarea.form-control,
.form-group-lg select[multiple].form-control {
  height: auto;
}
.form-group-lg .form-control-static {
  height: 45px;
  min-height: 35px;
  padding: 11px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.has-feedback {
  position: relative;
}
.has-feedback .form-control {
  padding-right: 40px;
}
.form-control-feedback {
  position: absolute;
  top: 0;
  right: 0;
  z-index: 2;
  display: block;
  width: 32px;
  height: 32px;
  line-height: 32px;
  text-align: center;
  pointer-events: none;
}
.input-lg + .form-control-feedback,
.input-group-lg + .form-control-feedback,
.form-group-lg .form-control + .form-control-feedback {
  width: 45px;
  height: 45px;
  line-height: 45px;
}
.input-sm + .form-control-feedback,
.input-group-sm + .form-control-feedback,
.form-group-sm .form-control + .form-control-feedback {
  width: 30px;
  height: 30px;
  line-height: 30px;
}
.has-success .help-block,
.has-success .control-label,
.has-success .radio,
.has-success .checkbox,
.has-success .radio-inline,
.has-success .checkbox-inline,
.has-success.radio label,
.has-success.checkbox label,
.has-success.radio-inline label,
.has-success.checkbox-inline label {
  color: #3c763d;
}
.has-success .form-control {
  border-color: #3c763d;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-success .form-control:focus {
  border-color: #2b542c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
}
.has-success .input-group-addon {
  color: #3c763d;
  border-color: #3c763d;
  background-color: #dff0d8;
}
.has-success .form-control-feedback {
  color: #3c763d;
}
.has-warning .help-block,
.has-warning .control-label,
.has-warning .radio,
.has-warning .checkbox,
.has-warning .radio-inline,
.has-warning .checkbox-inline,
.has-warning.radio label,
.has-warning.checkbox label,
.has-warning.radio-inline label,
.has-warning.checkbox-inline label {
  color: #8a6d3b;
}
.has-warning .form-control {
  border-color: #8a6d3b;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-warning .form-control:focus {
  border-color: #66512c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
}
.has-warning .input-group-addon {
  color: #8a6d3b;
  border-color: #8a6d3b;
  background-color: #fcf8e3;
}
.has-warning .form-control-feedback {
  color: #8a6d3b;
}
.has-error .help-block,
.has-error .control-label,
.has-error .radio,
.has-error .checkbox,
.has-error .radio-inline,
.has-error .checkbox-inline,
.has-error.radio label,
.has-error.checkbox label,
.has-error.radio-inline label,
.has-error.checkbox-inline label {
  color: #a94442;
}
.has-error .form-control {
  border-color: #a94442;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-error .form-control:focus {
  border-color: #843534;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
}
.has-error .input-group-addon {
  color: #a94442;
  border-color: #a94442;
  background-color: #f2dede;
}
.has-error .form-control-feedback {
  color: #a94442;
}
.has-feedback label ~ .form-control-feedback {
  top: 23px;
}
.has-feedback label.sr-only ~ .form-control-feedback {
  top: 0;
}
.help-block {
  display: block;
  margin-top: 5px;
  margin-bottom: 10px;
  color: #404040;
}
@media (min-width: 768px) {
  .form-inline .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .form-inline .form-control-static {
    display: inline-block;
  }
  .form-inline .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .form-inline .input-group .input-group-addon,
  .form-inline .input-group .input-group-btn,
  .form-inline .input-group .form-control {
    width: auto;
  }
  .form-inline .input-group > .form-control {
    width: 100%;
  }
  .form-inline .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio,
  .form-inline .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio label,
  .form-inline .checkbox label {
    padding-left: 0;
  }
  .form-inline .radio input[type="radio"],
  .form-inline .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .form-inline .has-feedback .form-control-feedback {
    top: 0;
  }
}
.form-horizontal .radio,
.form-horizontal .checkbox,
.form-horizontal .radio-inline,
.form-horizontal .checkbox-inline {
  margin-top: 0;
  margin-bottom: 0;
  padding-top: 7px;
}
.form-horizontal .radio,
.form-horizontal .checkbox {
  min-height: 25px;
}
.form-horizontal .form-group {
  margin-left: 0px;
  margin-right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .control-label {
    text-align: right;
    margin-bottom: 0;
    padding-top: 7px;
  }
}
.form-horizontal .has-feedback .form-control-feedback {
  right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .form-group-lg .control-label {
    padding-top: 11px;
    font-size: 17px;
  }
}
@media (min-width: 768px) {
  .form-horizontal .form-group-sm .control-label {
    padding-top: 6px;
    font-size: 12px;
  }
}
.btn {
  display: inline-block;
  margin-bottom: 0;
  font-weight: normal;
  text-align: center;
  vertical-align: middle;
  touch-action: manipulation;
  cursor: pointer;
  background-image: none;
  border: 1px solid transparent;
  white-space: nowrap;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  border-radius: 2px;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}
.btn:focus,
.btn:active:focus,
.btn.active:focus,
.btn.focus,
.btn:active.focus,
.btn.active.focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
.btn:hover,
.btn:focus,
.btn.focus {
  color: #333;
  text-decoration: none;
}
.btn:active,
.btn.active {
  outline: 0;
  background-image: none;
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn.disabled,
.btn[disabled],
fieldset[disabled] .btn {
  cursor: not-allowed;
  opacity: 0.65;
  filter: alpha(opacity=65);
  -webkit-box-shadow: none;
  box-shadow: none;
}
a.btn.disabled,
fieldset[disabled] a.btn {
  pointer-events: none;
}
.btn-default {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.btn-default:focus,
.btn-default.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.btn-default:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active:hover,
.btn-default.active:hover,
.open > .dropdown-toggle.btn-default:hover,
.btn-default:active:focus,
.btn-default.active:focus,
.open > .dropdown-toggle.btn-default:focus,
.btn-default:active.focus,
.btn-default.active.focus,
.open > .dropdown-toggle.btn-default.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  background-image: none;
}
.btn-default.disabled:hover,
.btn-default[disabled]:hover,
fieldset[disabled] .btn-default:hover,
.btn-default.disabled:focus,
.btn-default[disabled]:focus,
fieldset[disabled] .btn-default:focus,
.btn-default.disabled.focus,
.btn-default[disabled].focus,
fieldset[disabled] .btn-default.focus {
  background-color: #fff;
  border-color: #ccc;
}
.btn-default .badge {
  color: #fff;
  background-color: #333;
}
.btn-primary {
  color: #fff;
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary:focus,
.btn-primary.focus {
  color: #fff;
  background-color: #286090;
  border-color: #122b40;
}
.btn-primary:hover {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active:hover,
.btn-primary.active:hover,
.open > .dropdown-toggle.btn-primary:hover,
.btn-primary:active:focus,
.btn-primary.active:focus,
.open > .dropdown-toggle.btn-primary:focus,
.btn-primary:active.focus,
.btn-primary.active.focus,
.open > .dropdown-toggle.btn-primary.focus {
  color: #fff;
  background-color: #204d74;
  border-color: #122b40;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  background-image: none;
}
.btn-primary.disabled:hover,
.btn-primary[disabled]:hover,
fieldset[disabled] .btn-primary:hover,
.btn-primary.disabled:focus,
.btn-primary[disabled]:focus,
fieldset[disabled] .btn-primary:focus,
.btn-primary.disabled.focus,
.btn-primary[disabled].focus,
fieldset[disabled] .btn-primary.focus {
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary .badge {
  color: #337ab7;
  background-color: #fff;
}
.btn-success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success:focus,
.btn-success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.btn-success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active:hover,
.btn-success.active:hover,
.open > .dropdown-toggle.btn-success:hover,
.btn-success:active:focus,
.btn-success.active:focus,
.open > .dropdown-toggle.btn-success:focus,
.btn-success:active.focus,
.btn-success.active.focus,
.open > .dropdown-toggle.btn-success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  background-image: none;
}
.btn-success.disabled:hover,
.btn-success[disabled]:hover,
fieldset[disabled] .btn-success:hover,
.btn-success.disabled:focus,
.btn-success[disabled]:focus,
fieldset[disabled] .btn-success:focus,
.btn-success.disabled.focus,
.btn-success[disabled].focus,
fieldset[disabled] .btn-success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.btn-info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info:focus,
.btn-info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.btn-info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active:hover,
.btn-info.active:hover,
.open > .dropdown-toggle.btn-info:hover,
.btn-info:active:focus,
.btn-info.active:focus,
.open > .dropdown-toggle.btn-info:focus,
.btn-info:active.focus,
.btn-info.active.focus,
.open > .dropdown-toggle.btn-info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  background-image: none;
}
.btn-info.disabled:hover,
.btn-info[disabled]:hover,
fieldset[disabled] .btn-info:hover,
.btn-info.disabled:focus,
.btn-info[disabled]:focus,
fieldset[disabled] .btn-info:focus,
.btn-info.disabled.focus,
.btn-info[disabled].focus,
fieldset[disabled] .btn-info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.btn-warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning:focus,
.btn-warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.btn-warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active:hover,
.btn-warning.active:hover,
.open > .dropdown-toggle.btn-warning:hover,
.btn-warning:active:focus,
.btn-warning.active:focus,
.open > .dropdown-toggle.btn-warning:focus,
.btn-warning:active.focus,
.btn-warning.active.focus,
.open > .dropdown-toggle.btn-warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  background-image: none;
}
.btn-warning.disabled:hover,
.btn-warning[disabled]:hover,
fieldset[disabled] .btn-warning:hover,
.btn-warning.disabled:focus,
.btn-warning[disabled]:focus,
fieldset[disabled] .btn-warning:focus,
.btn-warning.disabled.focus,
.btn-warning[disabled].focus,
fieldset[disabled] .btn-warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.btn-danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger:focus,
.btn-danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.btn-danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active:hover,
.btn-danger.active:hover,
.open > .dropdown-toggle.btn-danger:hover,
.btn-danger:active:focus,
.btn-danger.active:focus,
.open > .dropdown-toggle.btn-danger:focus,
.btn-danger:active.focus,
.btn-danger.active.focus,
.open > .dropdown-toggle.btn-danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  background-image: none;
}
.btn-danger.disabled:hover,
.btn-danger[disabled]:hover,
fieldset[disabled] .btn-danger:hover,
.btn-danger.disabled:focus,
.btn-danger[disabled]:focus,
fieldset[disabled] .btn-danger:focus,
.btn-danger.disabled.focus,
.btn-danger[disabled].focus,
fieldset[disabled] .btn-danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger .badge {
  color: #d9534f;
  background-color: #fff;
}
.btn-link {
  color: #337ab7;
  font-weight: normal;
  border-radius: 0;
}
.btn-link,
.btn-link:active,
.btn-link.active,
.btn-link[disabled],
fieldset[disabled] .btn-link {
  background-color: transparent;
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn-link,
.btn-link:hover,
.btn-link:focus,
.btn-link:active {
  border-color: transparent;
}
.btn-link:hover,
.btn-link:focus {
  color: #23527c;
  text-decoration: underline;
  background-color: transparent;
}
.btn-link[disabled]:hover,
fieldset[disabled] .btn-link:hover,
.btn-link[disabled]:focus,
fieldset[disabled] .btn-link:focus {
  color: #777777;
  text-decoration: none;
}
.btn-lg,
.btn-group-lg > .btn {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.btn-sm,
.btn-group-sm > .btn {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-xs,
.btn-group-xs > .btn {
  padding: 1px 5px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-block {
  display: block;
  width: 100%;
}
.btn-block + .btn-block {
  margin-top: 5px;
}
input[type="submit"].btn-block,
input[type="reset"].btn-block,
input[type="button"].btn-block {
  width: 100%;
}
.fade {
  opacity: 0;
  -webkit-transition: opacity 0.15s linear;
  -o-transition: opacity 0.15s linear;
  transition: opacity 0.15s linear;
}
.fade.in {
  opacity: 1;
}
.collapse {
  display: none;
}
.collapse.in {
  display: block;
}
tr.collapse.in {
  display: table-row;
}
tbody.collapse.in {
  display: table-row-group;
}
.collapsing {
  position: relative;
  height: 0;
  overflow: hidden;
  -webkit-transition-property: height, visibility;
  transition-property: height, visibility;
  -webkit-transition-duration: 0.35s;
  transition-duration: 0.35s;
  -webkit-transition-timing-function: ease;
  transition-timing-function: ease;
}
.caret {
  display: inline-block;
  width: 0;
  height: 0;
  margin-left: 2px;
  vertical-align: middle;
  border-top: 4px dashed;
  border-top: 4px solid \9;
  border-right: 4px solid transparent;
  border-left: 4px solid transparent;
}
.dropup,
.dropdown {
  position: relative;
}
.dropdown-toggle:focus {
  outline: 0;
}
.dropdown-menu {
  position: absolute;
  top: 100%;
  left: 0;
  z-index: 1000;
  display: none;
  float: left;
  min-width: 160px;
  padding: 5px 0;
  margin: 2px 0 0;
  list-style: none;
  font-size: 13px;
  text-align: left;
  background-color: #fff;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.15);
  border-radius: 2px;
  -webkit-box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  background-clip: padding-box;
}
.dropdown-menu.pull-right {
  right: 0;
  left: auto;
}
.dropdown-menu .divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.dropdown-menu > li > a {
  display: block;
  padding: 3px 20px;
  clear: both;
  font-weight: normal;
  line-height: 1.42857143;
  color: #333333;
  white-space: nowrap;
}
.dropdown-menu > li > a:hover,
.dropdown-menu > li > a:focus {
  text-decoration: none;
  color: #262626;
  background-color: #f5f5f5;
}
.dropdown-menu > .active > a,
.dropdown-menu > .active > a:hover,
.dropdown-menu > .active > a:focus {
  color: #fff;
  text-decoration: none;
  outline: 0;
  background-color: #337ab7;
}
.dropdown-menu > .disabled > a,
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  color: #777777;
}
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  text-decoration: none;
  background-color: transparent;
  background-image: none;
  filter: progid:DXImageTransform.Microsoft.gradient(enabled = false);
  cursor: not-allowed;
}
.open > .dropdown-menu {
  display: block;
}
.open > a {
  outline: 0;
}
.dropdown-menu-right {
  left: auto;
  right: 0;
}
.dropdown-menu-left {
  left: 0;
  right: auto;
}
.dropdown-header {
  display: block;
  padding: 3px 20px;
  font-size: 12px;
  line-height: 1.42857143;
  color: #777777;
  white-space: nowrap;
}
.dropdown-backdrop {
  position: fixed;
  left: 0;
  right: 0;
  bottom: 0;
  top: 0;
  z-index: 990;
}
.pull-right > .dropdown-menu {
  right: 0;
  left: auto;
}
.dropup .caret,
.navbar-fixed-bottom .dropdown .caret {
  border-top: 0;
  border-bottom: 4px dashed;
  border-bottom: 4px solid \9;
  content: "";
}
.dropup .dropdown-menu,
.navbar-fixed-bottom .dropdown .dropdown-menu {
  top: auto;
  bottom: 100%;
  margin-bottom: 2px;
}
@media (min-width: 541px) {
  .navbar-right .dropdown-menu {
    left: auto;
    right: 0;
  }
  .navbar-right .dropdown-menu-left {
    left: 0;
    right: auto;
  }
}
.btn-group,
.btn-group-vertical {
  position: relative;
  display: inline-block;
  vertical-align: middle;
}
.btn-group > .btn,
.btn-group-vertical > .btn {
  position: relative;
  float: left;
}
.btn-group > .btn:hover,
.btn-group-vertical > .btn:hover,
.btn-group > .btn:focus,
.btn-group-vertical > .btn:focus,
.btn-group > .btn:active,
.btn-group-vertical > .btn:active,
.btn-group > .btn.active,
.btn-group-vertical > .btn.active {
  z-index: 2;
}
.btn-group .btn + .btn,
.btn-group .btn + .btn-group,
.btn-group .btn-group + .btn,
.btn-group .btn-group + .btn-group {
  margin-left: -1px;
}
.btn-toolbar {
  margin-left: -5px;
}
.btn-toolbar .btn,
.btn-toolbar .btn-group,
.btn-toolbar .input-group {
  float: left;
}
.btn-toolbar > .btn,
.btn-toolbar > .btn-group,
.btn-toolbar > .input-group {
  margin-left: 5px;
}
.btn-group > .btn:not(:first-child):not(:last-child):not(.dropdown-toggle) {
  border-radius: 0;
}
.btn-group > .btn:first-child {
  margin-left: 0;
}
.btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn:last-child:not(:first-child),
.btn-group > .dropdown-toggle:not(:first-child) {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group > .btn-group {
  float: left;
}
.btn-group > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group .dropdown-toggle:active,
.btn-group.open .dropdown-toggle {
  outline: 0;
}
.btn-group > .btn + .dropdown-toggle {
  padding-left: 8px;
  padding-right: 8px;
}
.btn-group > .btn-lg + .dropdown-toggle {
  padding-left: 12px;
  padding-right: 12px;
}
.btn-group.open .dropdown-toggle {
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn-group.open .dropdown-toggle.btn-link {
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn .caret {
  margin-left: 0;
}
.btn-lg .caret {
  border-width: 5px 5px 0;
  border-bottom-width: 0;
}
.dropup .btn-lg .caret {
  border-width: 0 5px 5px;
}
.btn-group-vertical > .btn,
.btn-group-vertical > .btn-group,
.btn-group-vertical > .btn-group > .btn {
  display: block;
  float: none;
  width: 100%;
  max-width: 100%;
}
.btn-group-vertical > .btn-group > .btn {
  float: none;
}
.btn-group-vertical > .btn + .btn,
.btn-group-vertical > .btn + .btn-group,
.btn-group-vertical > .btn-group + .btn,
.btn-group-vertical > .btn-group + .btn-group {
  margin-top: -1px;
  margin-left: 0;
}
.btn-group-vertical > .btn:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.btn-group-vertical > .btn:first-child:not(:last-child) {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn:last-child:not(:first-child) {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
.btn-group-vertical > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.btn-group-justified {
  display: table;
  width: 100%;
  table-layout: fixed;
  border-collapse: separate;
}
.btn-group-justified > .btn,
.btn-group-justified > .btn-group {
  float: none;
  display: table-cell;
  width: 1%;
}
.btn-group-justified > .btn-group .btn {
  width: 100%;
}
.btn-group-justified > .btn-group .dropdown-menu {
  left: auto;
}
[data-toggle="buttons"] > .btn input[type="radio"],
[data-toggle="buttons"] > .btn-group > .btn input[type="radio"],
[data-toggle="buttons"] > .btn input[type="checkbox"],
[data-toggle="buttons"] > .btn-group > .btn input[type="checkbox"] {
  position: absolute;
  clip: rect(0, 0, 0, 0);
  pointer-events: none;
}
.input-group {
  position: relative;
  display: table;
  border-collapse: separate;
}
.input-group[class*="col-"] {
  float: none;
  padding-left: 0;
  padding-right: 0;
}
.input-group .form-control {
  position: relative;
  z-index: 2;
  float: left;
  width: 100%;
  margin-bottom: 0;
}
.input-group .form-control:focus {
  z-index: 3;
}
.input-group-lg > .form-control,
.input-group-lg > .input-group-addon,
.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-group-lg > .form-control,
select.input-group-lg > .input-group-addon,
select.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  line-height: 45px;
}
textarea.input-group-lg > .form-control,
textarea.input-group-lg > .input-group-addon,
textarea.input-group-lg > .input-group-btn > .btn,
select[multiple].input-group-lg > .form-control,
select[multiple].input-group-lg > .input-group-addon,
select[multiple].input-group-lg > .input-group-btn > .btn {
  height: auto;
}
.input-group-sm > .form-control,
.input-group-sm > .input-group-addon,
.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-group-sm > .form-control,
select.input-group-sm > .input-group-addon,
select.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  line-height: 30px;
}
textarea.input-group-sm > .form-control,
textarea.input-group-sm > .input-group-addon,
textarea.input-group-sm > .input-group-btn > .btn,
select[multiple].input-group-sm > .form-control,
select[multiple].input-group-sm > .input-group-addon,
select[multiple].input-group-sm > .input-group-btn > .btn {
  height: auto;
}
.input-group-addon,
.input-group-btn,
.input-group .form-control {
  display: table-cell;
}
.input-group-addon:not(:first-child):not(:last-child),
.input-group-btn:not(:first-child):not(:last-child),
.input-group .form-control:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.input-group-addon,
.input-group-btn {
  width: 1%;
  white-space: nowrap;
  vertical-align: middle;
}
.input-group-addon {
  padding: 6px 12px;
  font-size: 13px;
  font-weight: normal;
  line-height: 1;
  color: #555555;
  text-align: center;
  background-color: #eeeeee;
  border: 1px solid #ccc;
  border-radius: 2px;
}
.input-group-addon.input-sm {
  padding: 5px 10px;
  font-size: 12px;
  border-radius: 1px;
}
.input-group-addon.input-lg {
  padding: 10px 16px;
  font-size: 17px;
  border-radius: 3px;
}
.input-group-addon input[type="radio"],
.input-group-addon input[type="checkbox"] {
  margin-top: 0;
}
.input-group .form-control:first-child,
.input-group-addon:first-child,
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group > .btn,
.input-group-btn:first-child > .dropdown-toggle,
.input-group-btn:last-child > .btn:not(:last-child):not(.dropdown-toggle),
.input-group-btn:last-child > .btn-group:not(:last-child) > .btn {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.input-group-addon:first-child {
  border-right: 0;
}
.input-group .form-control:last-child,
.input-group-addon:last-child,
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group > .btn,
.input-group-btn:last-child > .dropdown-toggle,
.input-group-btn:first-child > .btn:not(:first-child),
.input-group-btn:first-child > .btn-group:not(:first-child) > .btn {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.input-group-addon:last-child {
  border-left: 0;
}
.input-group-btn {
  position: relative;
  font-size: 0;
  white-space: nowrap;
}
.input-group-btn > .btn {
  position: relative;
}
.input-group-btn > .btn + .btn {
  margin-left: -1px;
}
.input-group-btn > .btn:hover,
.input-group-btn > .btn:focus,
.input-group-btn > .btn:active {
  z-index: 2;
}
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group {
  margin-right: -1px;
}
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group {
  z-index: 2;
  margin-left: -1px;
}
.nav {
  margin-bottom: 0;
  padding-left: 0;
  list-style: none;
}
.nav > li {
  position: relative;
  display: block;
}
.nav > li > a {
  position: relative;
  display: block;
  padding: 10px 15px;
}
.nav > li > a:hover,
.nav > li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.nav > li.disabled > a {
  color: #777777;
}
.nav > li.disabled > a:hover,
.nav > li.disabled > a:focus {
  color: #777777;
  text-decoration: none;
  background-color: transparent;
  cursor: not-allowed;
}
.nav .open > a,
.nav .open > a:hover,
.nav .open > a:focus {
  background-color: #eeeeee;
  border-color: #337ab7;
}
.nav .nav-divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.nav > li > a > img {
  max-width: none;
}
.nav-tabs {
  border-bottom: 1px solid #ddd;
}
.nav-tabs > li {
  float: left;
  margin-bottom: -1px;
}
.nav-tabs > li > a {
  margin-right: 2px;
  line-height: 1.42857143;
  border: 1px solid transparent;
  border-radius: 2px 2px 0 0;
}
.nav-tabs > li > a:hover {
  border-color: #eeeeee #eeeeee #ddd;
}
.nav-tabs > li.active > a,
.nav-tabs > li.active > a:hover,
.nav-tabs > li.active > a:focus {
  color: #555555;
  background-color: #fff;
  border: 1px solid #ddd;
  border-bottom-color: transparent;
  cursor: default;
}
.nav-tabs.nav-justified {
  width: 100%;
  border-bottom: 0;
}
.nav-tabs.nav-justified > li {
  float: none;
}
.nav-tabs.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-tabs.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-tabs.nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs.nav-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs.nav-justified > .active > a,
.nav-tabs.nav-justified > .active > a:hover,
.nav-tabs.nav-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs.nav-justified > .active > a,
  .nav-tabs.nav-justified > .active > a:hover,
  .nav-tabs.nav-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.nav-pills > li {
  float: left;
}
.nav-pills > li > a {
  border-radius: 2px;
}
.nav-pills > li + li {
  margin-left: 2px;
}
.nav-pills > li.active > a,
.nav-pills > li.active > a:hover,
.nav-pills > li.active > a:focus {
  color: #fff;
  background-color: #337ab7;
}
.nav-stacked > li {
  float: none;
}
.nav-stacked > li + li {
  margin-top: 2px;
  margin-left: 0;
}
.nav-justified {
  width: 100%;
}
.nav-justified > li {
  float: none;
}
.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs-justified {
  border-bottom: 0;
}
.nav-tabs-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs-justified > .active > a,
.nav-tabs-justified > .active > a:hover,
.nav-tabs-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs-justified > .active > a,
  .nav-tabs-justified > .active > a:hover,
  .nav-tabs-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.tab-content > .tab-pane {
  display: none;
}
.tab-content > .active {
  display: block;
}
.nav-tabs .dropdown-menu {
  margin-top: -1px;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar {
  position: relative;
  min-height: 30px;
  margin-bottom: 18px;
  border: 1px solid transparent;
}
@media (min-width: 541px) {
  .navbar {
    border-radius: 2px;
  }
}
@media (min-width: 541px) {
  .navbar-header {
    float: left;
  }
}
.navbar-collapse {
  overflow-x: visible;
  padding-right: 0px;
  padding-left: 0px;
  border-top: 1px solid transparent;
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1);
  -webkit-overflow-scrolling: touch;
}
.navbar-collapse.in {
  overflow-y: auto;
}
@media (min-width: 541px) {
  .navbar-collapse {
    width: auto;
    border-top: 0;
    box-shadow: none;
  }
  .navbar-collapse.collapse {
    display: block !important;
    height: auto !important;
    padding-bottom: 0;
    overflow: visible !important;
  }
  .navbar-collapse.in {
    overflow-y: visible;
  }
  .navbar-fixed-top .navbar-collapse,
  .navbar-static-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    padding-left: 0;
    padding-right: 0;
  }
}
.navbar-fixed-top .navbar-collapse,
.navbar-fixed-bottom .navbar-collapse {
  max-height: 340px;
}
@media (max-device-width: 540px) and (orientation: landscape) {
  .navbar-fixed-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    max-height: 200px;
  }
}
.container > .navbar-header,
.container-fluid > .navbar-header,
.container > .navbar-collapse,
.container-fluid > .navbar-collapse {
  margin-right: 0px;
  margin-left: 0px;
}
@media (min-width: 541px) {
  .container > .navbar-header,
  .container-fluid > .navbar-header,
  .container > .navbar-collapse,
  .container-fluid > .navbar-collapse {
    margin-right: 0;
    margin-left: 0;
  }
}
.navbar-static-top {
  z-index: 1000;
  border-width: 0 0 1px;
}
@media (min-width: 541px) {
  .navbar-static-top {
    border-radius: 0;
  }
}
.navbar-fixed-top,
.navbar-fixed-bottom {
  position: fixed;
  right: 0;
  left: 0;
  z-index: 1030;
}
@media (min-width: 541px) {
  .navbar-fixed-top,
  .navbar-fixed-bottom {
    border-radius: 0;
  }
}
.navbar-fixed-top {
  top: 0;
  border-width: 0 0 1px;
}
.navbar-fixed-bottom {
  bottom: 0;
  margin-bottom: 0;
  border-width: 1px 0 0;
}
.navbar-brand {
  float: left;
  padding: 6px 0px;
  font-size: 17px;
  line-height: 18px;
  height: 30px;
}
.navbar-brand:hover,
.navbar-brand:focus {
  text-decoration: none;
}
.navbar-brand > img {
  display: block;
}
@media (min-width: 541px) {
  .navbar > .container .navbar-brand,
  .navbar > .container-fluid .navbar-brand {
    margin-left: 0px;
  }
}
.navbar-toggle {
  position: relative;
  float: right;
  margin-right: 0px;
  padding: 9px 10px;
  margin-top: -2px;
  margin-bottom: -2px;
  background-color: transparent;
  background-image: none;
  border: 1px solid transparent;
  border-radius: 2px;
}
.navbar-toggle:focus {
  outline: 0;
}
.navbar-toggle .icon-bar {
  display: block;
  width: 22px;
  height: 2px;
  border-radius: 1px;
}
.navbar-toggle .icon-bar + .icon-bar {
  margin-top: 4px;
}
@media (min-width: 541px) {
  .navbar-toggle {
    display: none;
  }
}
.navbar-nav {
  margin: 3px 0px;
}
.navbar-nav > li > a {
  padding-top: 10px;
  padding-bottom: 10px;
  line-height: 18px;
}
@media (max-width: 540px) {
  .navbar-nav .open .dropdown-menu {
    position: static;
    float: none;
    width: auto;
    margin-top: 0;
    background-color: transparent;
    border: 0;
    box-shadow: none;
  }
  .navbar-nav .open .dropdown-menu > li > a,
  .navbar-nav .open .dropdown-menu .dropdown-header {
    padding: 5px 15px 5px 25px;
  }
  .navbar-nav .open .dropdown-menu > li > a {
    line-height: 18px;
  }
  .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-nav .open .dropdown-menu > li > a:focus {
    background-image: none;
  }
}
@media (min-width: 541px) {
  .navbar-nav {
    float: left;
    margin: 0;
  }
  .navbar-nav > li {
    float: left;
  }
  .navbar-nav > li > a {
    padding-top: 6px;
    padding-bottom: 6px;
  }
}
.navbar-form {
  margin-left: 0px;
  margin-right: 0px;
  padding: 10px 0px;
  border-top: 1px solid transparent;
  border-bottom: 1px solid transparent;
  -webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  margin-top: -1px;
  margin-bottom: -1px;
}
@media (min-width: 768px) {
  .navbar-form .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .navbar-form .form-control-static {
    display: inline-block;
  }
  .navbar-form .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .navbar-form .input-group .input-group-addon,
  .navbar-form .input-group .input-group-btn,
  .navbar-form .input-group .form-control {
    width: auto;
  }
  .navbar-form .input-group > .form-control {
    width: 100%;
  }
  .navbar-form .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio,
  .navbar-form .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio label,
  .navbar-form .checkbox label {
    padding-left: 0;
  }
  .navbar-form .radio input[type="radio"],
  .navbar-form .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .navbar-form .has-feedback .form-control-feedback {
    top: 0;
  }
}
@media (max-width: 540px) {
  .navbar-form .form-group {
    margin-bottom: 5px;
  }
  .navbar-form .form-group:last-child {
    margin-bottom: 0;
  }
}
@media (min-width: 541px) {
  .navbar-form {
    width: auto;
    border: 0;
    margin-left: 0;
    margin-right: 0;
    padding-top: 0;
    padding-bottom: 0;
    -webkit-box-shadow: none;
    box-shadow: none;
  }
}
.navbar-nav > li > .dropdown-menu {
  margin-top: 0;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar-fixed-bottom .navbar-nav > li > .dropdown-menu {
  margin-bottom: 0;
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.navbar-btn {
  margin-top: -1px;
  margin-bottom: -1px;
}
.navbar-btn.btn-sm {
  margin-top: 0px;
  margin-bottom: 0px;
}
.navbar-btn.btn-xs {
  margin-top: 4px;
  margin-bottom: 4px;
}
.navbar-text {
  margin-top: 6px;
  margin-bottom: 6px;
}
@media (min-width: 541px) {
  .navbar-text {
    float: left;
    margin-left: 0px;
    margin-right: 0px;
  }
}
@media (min-width: 541px) {
  .navbar-left {
    float: left !important;
    float: left;
  }
  .navbar-right {
    float: right !important;
    float: right;
    margin-right: 0px;
  }
  .navbar-right ~ .navbar-right {
    margin-right: 0;
  }
}
.navbar-default {
  background-color: #f8f8f8;
  border-color: #e7e7e7;
}
.navbar-default .navbar-brand {
  color: #777;
}
.navbar-default .navbar-brand:hover,
.navbar-default .navbar-brand:focus {
  color: #5e5e5e;
  background-color: transparent;
}
.navbar-default .navbar-text {
  color: #777;
}
.navbar-default .navbar-nav > li > a {
  color: #777;
}
.navbar-default .navbar-nav > li > a:hover,
.navbar-default .navbar-nav > li > a:focus {
  color: #333;
  background-color: transparent;
}
.navbar-default .navbar-nav > .active > a,
.navbar-default .navbar-nav > .active > a:hover,
.navbar-default .navbar-nav > .active > a:focus {
  color: #555;
  background-color: #e7e7e7;
}
.navbar-default .navbar-nav > .disabled > a,
.navbar-default .navbar-nav > .disabled > a:hover,
.navbar-default .navbar-nav > .disabled > a:focus {
  color: #ccc;
  background-color: transparent;
}
.navbar-default .navbar-toggle {
  border-color: #ddd;
}
.navbar-default .navbar-toggle:hover,
.navbar-default .navbar-toggle:focus {
  background-color: #ddd;
}
.navbar-default .navbar-toggle .icon-bar {
  background-color: #888;
}
.navbar-default .navbar-collapse,
.navbar-default .navbar-form {
  border-color: #e7e7e7;
}
.navbar-default .navbar-nav > .open > a,
.navbar-default .navbar-nav > .open > a:hover,
.navbar-default .navbar-nav > .open > a:focus {
  background-color: #e7e7e7;
  color: #555;
}
@media (max-width: 540px) {
  .navbar-default .navbar-nav .open .dropdown-menu > li > a {
    color: #777;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #333;
    background-color: transparent;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #555;
    background-color: #e7e7e7;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #ccc;
    background-color: transparent;
  }
}
.navbar-default .navbar-link {
  color: #777;
}
.navbar-default .navbar-link:hover {
  color: #333;
}
.navbar-default .btn-link {
  color: #777;
}
.navbar-default .btn-link:hover,
.navbar-default .btn-link:focus {
  color: #333;
}
.navbar-default .btn-link[disabled]:hover,
fieldset[disabled] .navbar-default .btn-link:hover,
.navbar-default .btn-link[disabled]:focus,
fieldset[disabled] .navbar-default .btn-link:focus {
  color: #ccc;
}
.navbar-inverse {
  background-color: #222;
  border-color: #080808;
}
.navbar-inverse .navbar-brand {
  color: #9d9d9d;
}
.navbar-inverse .navbar-brand:hover,
.navbar-inverse .navbar-brand:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-text {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a:hover,
.navbar-inverse .navbar-nav > li > a:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-nav > .active > a,
.navbar-inverse .navbar-nav > .active > a:hover,
.navbar-inverse .navbar-nav > .active > a:focus {
  color: #fff;
  background-color: #080808;
}
.navbar-inverse .navbar-nav > .disabled > a,
.navbar-inverse .navbar-nav > .disabled > a:hover,
.navbar-inverse .navbar-nav > .disabled > a:focus {
  color: #444;
  background-color: transparent;
}
.navbar-inverse .navbar-toggle {
  border-color: #333;
}
.navbar-inverse .navbar-toggle:hover,
.navbar-inverse .navbar-toggle:focus {
  background-color: #333;
}
.navbar-inverse .navbar-toggle .icon-bar {
  background-color: #fff;
}
.navbar-inverse .navbar-collapse,
.navbar-inverse .navbar-form {
  border-color: #101010;
}
.navbar-inverse .navbar-nav > .open > a,
.navbar-inverse .navbar-nav > .open > a:hover,
.navbar-inverse .navbar-nav > .open > a:focus {
  background-color: #080808;
  color: #fff;
}
@media (max-width: 540px) {
  .navbar-inverse .navbar-nav .open .dropdown-menu > .dropdown-header {
    border-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu .divider {
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a {
    color: #9d9d9d;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #fff;
    background-color: transparent;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #fff;
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #444;
    background-color: transparent;
  }
}
.navbar-inverse .navbar-link {
  color: #9d9d9d;
}
.navbar-inverse .navbar-link:hover {
  color: #fff;
}
.navbar-inverse .btn-link {
  color: #9d9d9d;
}
.navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link:focus {
  color: #fff;
}
.navbar-inverse .btn-link[disabled]:hover,
fieldset[disabled] .navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link[disabled]:focus,
fieldset[disabled] .navbar-inverse .btn-link:focus {
  color: #444;
}
.breadcrumb {
  padding: 8px 15px;
  margin-bottom: 18px;
  list-style: none;
  background-color: #f5f5f5;
  border-radius: 2px;
}
.breadcrumb > li {
  display: inline-block;
}
.breadcrumb > li + li:before {
  content: "/\00a0";
  padding: 0 5px;
  color: #5e5e5e;
}
.breadcrumb > .active {
  color: #777777;
}
.pagination {
  display: inline-block;
  padding-left: 0;
  margin: 18px 0;
  border-radius: 2px;
}
.pagination > li {
  display: inline;
}
.pagination > li > a,
.pagination > li > span {
  position: relative;
  float: left;
  padding: 6px 12px;
  line-height: 1.42857143;
  text-decoration: none;
  color: #337ab7;
  background-color: #fff;
  border: 1px solid #ddd;
  margin-left: -1px;
}
.pagination > li:first-child > a,
.pagination > li:first-child > span {
  margin-left: 0;
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.pagination > li:last-child > a,
.pagination > li:last-child > span {
  border-bottom-right-radius: 2px;
  border-top-right-radius: 2px;
}
.pagination > li > a:hover,
.pagination > li > span:hover,
.pagination > li > a:focus,
.pagination > li > span:focus {
  z-index: 2;
  color: #23527c;
  background-color: #eeeeee;
  border-color: #ddd;
}
.pagination > .active > a,
.pagination > .active > span,
.pagination > .active > a:hover,
.pagination > .active > span:hover,
.pagination > .active > a:focus,
.pagination > .active > span:focus {
  z-index: 3;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
  cursor: default;
}
.pagination > .disabled > span,
.pagination > .disabled > span:hover,
.pagination > .disabled > span:focus,
.pagination > .disabled > a,
.pagination > .disabled > a:hover,
.pagination > .disabled > a:focus {
  color: #777777;
  background-color: #fff;
  border-color: #ddd;
  cursor: not-allowed;
}
.pagination-lg > li > a,
.pagination-lg > li > span {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.pagination-lg > li:first-child > a,
.pagination-lg > li:first-child > span {
  border-bottom-left-radius: 3px;
  border-top-left-radius: 3px;
}
.pagination-lg > li:last-child > a,
.pagination-lg > li:last-child > span {
  border-bottom-right-radius: 3px;
  border-top-right-radius: 3px;
}
.pagination-sm > li > a,
.pagination-sm > li > span {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.pagination-sm > li:first-child > a,
.pagination-sm > li:first-child > span {
  border-bottom-left-radius: 1px;
  border-top-left-radius: 1px;
}
.pagination-sm > li:last-child > a,
.pagination-sm > li:last-child > span {
  border-bottom-right-radius: 1px;
  border-top-right-radius: 1px;
}
.pager {
  padding-left: 0;
  margin: 18px 0;
  list-style: none;
  text-align: center;
}
.pager li {
  display: inline;
}
.pager li > a,
.pager li > span {
  display: inline-block;
  padding: 5px 14px;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 15px;
}
.pager li > a:hover,
.pager li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.pager .next > a,
.pager .next > span {
  float: right;
}
.pager .previous > a,
.pager .previous > span {
  float: left;
}
.pager .disabled > a,
.pager .disabled > a:hover,
.pager .disabled > a:focus,
.pager .disabled > span {
  color: #777777;
  background-color: #fff;
  cursor: not-allowed;
}
.label {
  display: inline;
  padding: .2em .6em .3em;
  font-size: 75%;
  font-weight: bold;
  line-height: 1;
  color: #fff;
  text-align: center;
  white-space: nowrap;
  vertical-align: baseline;
  border-radius: .25em;
}
a.label:hover,
a.label:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.label:empty {
  display: none;
}
.btn .label {
  position: relative;
  top: -1px;
}
.label-default {
  background-color: #777777;
}
.label-default[href]:hover,
.label-default[href]:focus {
  background-color: #5e5e5e;
}
.label-primary {
  background-color: #337ab7;
}
.label-primary[href]:hover,
.label-primary[href]:focus {
  background-color: #286090;
}
.label-success {
  background-color: #5cb85c;
}
.label-success[href]:hover,
.label-success[href]:focus {
  background-color: #449d44;
}
.label-info {
  background-color: #5bc0de;
}
.label-info[href]:hover,
.label-info[href]:focus {
  background-color: #31b0d5;
}
.label-warning {
  background-color: #f0ad4e;
}
.label-warning[href]:hover,
.label-warning[href]:focus {
  background-color: #ec971f;
}
.label-danger {
  background-color: #d9534f;
}
.label-danger[href]:hover,
.label-danger[href]:focus {
  background-color: #c9302c;
}
.badge {
  display: inline-block;
  min-width: 10px;
  padding: 3px 7px;
  font-size: 12px;
  font-weight: bold;
  color: #fff;
  line-height: 1;
  vertical-align: middle;
  white-space: nowrap;
  text-align: center;
  background-color: #777777;
  border-radius: 10px;
}
.badge:empty {
  display: none;
}
.btn .badge {
  position: relative;
  top: -1px;
}
.btn-xs .badge,
.btn-group-xs > .btn .badge {
  top: 0;
  padding: 1px 5px;
}
a.badge:hover,
a.badge:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.list-group-item.active > .badge,
.nav-pills > .active > a > .badge {
  color: #337ab7;
  background-color: #fff;
}
.list-group-item > .badge {
  float: right;
}
.list-group-item > .badge + .badge {
  margin-right: 5px;
}
.nav-pills > li > a > .badge {
  margin-left: 3px;
}
.jumbotron {
  padding-top: 30px;
  padding-bottom: 30px;
  margin-bottom: 30px;
  color: inherit;
  background-color: #eeeeee;
}
.jumbotron h1,
.jumbotron .h1 {
  color: inherit;
}
.jumbotron p {
  margin-bottom: 15px;
  font-size: 20px;
  font-weight: 200;
}
.jumbotron > hr {
  border-top-color: #d5d5d5;
}
.container .jumbotron,
.container-fluid .jumbotron {
  border-radius: 3px;
  padding-left: 0px;
  padding-right: 0px;
}
.jumbotron .container {
  max-width: 100%;
}
@media screen and (min-width: 768px) {
  .jumbotron {
    padding-top: 48px;
    padding-bottom: 48px;
  }
  .container .jumbotron,
  .container-fluid .jumbotron {
    padding-left: 60px;
    padding-right: 60px;
  }
  .jumbotron h1,
  .jumbotron .h1 {
    font-size: 59px;
  }
}
.thumbnail {
  display: block;
  padding: 4px;
  margin-bottom: 18px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: border 0.2s ease-in-out;
  -o-transition: border 0.2s ease-in-out;
  transition: border 0.2s ease-in-out;
}
.thumbnail > img,
.thumbnail a > img {
  margin-left: auto;
  margin-right: auto;
}
a.thumbnail:hover,
a.thumbnail:focus,
a.thumbnail.active {
  border-color: #337ab7;
}
.thumbnail .caption {
  padding: 9px;
  color: #000;
}
.alert {
  padding: 15px;
  margin-bottom: 18px;
  border: 1px solid transparent;
  border-radius: 2px;
}
.alert h4 {
  margin-top: 0;
  color: inherit;
}
.alert .alert-link {
  font-weight: bold;
}
.alert > p,
.alert > ul {
  margin-bottom: 0;
}
.alert > p + p {
  margin-top: 5px;
}
.alert-dismissable,
.alert-dismissible {
  padding-right: 35px;
}
.alert-dismissable .close,
.alert-dismissible .close {
  position: relative;
  top: -2px;
  right: -21px;
  color: inherit;
}
.alert-success {
  background-color: #dff0d8;
  border-color: #d6e9c6;
  color: #3c763d;
}
.alert-success hr {
  border-top-color: #c9e2b3;
}
.alert-success .alert-link {
  color: #2b542c;
}
.alert-info {
  background-color: #d9edf7;
  border-color: #bce8f1;
  color: #31708f;
}
.alert-info hr {
  border-top-color: #a6e1ec;
}
.alert-info .alert-link {
  color: #245269;
}
.alert-warning {
  background-color: #fcf8e3;
  border-color: #faebcc;
  color: #8a6d3b;
}
.alert-warning hr {
  border-top-color: #f7e1b5;
}
.alert-warning .alert-link {
  color: #66512c;
}
.alert-danger {
  background-color: #f2dede;
  border-color: #ebccd1;
  color: #a94442;
}
.alert-danger hr {
  border-top-color: #e4b9c0;
}
.alert-danger .alert-link {
  color: #843534;
}
@-webkit-keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
@keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
.progress {
  overflow: hidden;
  height: 18px;
  margin-bottom: 18px;
  background-color: #f5f5f5;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
  box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
}
.progress-bar {
  float: left;
  width: 0%;
  height: 100%;
  font-size: 12px;
  line-height: 18px;
  color: #fff;
  text-align: center;
  background-color: #337ab7;
  -webkit-box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  -webkit-transition: width 0.6s ease;
  -o-transition: width 0.6s ease;
  transition: width 0.6s ease;
}
.progress-striped .progress-bar,
.progress-bar-striped {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-size: 40px 40px;
}
.progress.active .progress-bar,
.progress-bar.active {
  -webkit-animation: progress-bar-stripes 2s linear infinite;
  -o-animation: progress-bar-stripes 2s linear infinite;
  animation: progress-bar-stripes 2s linear infinite;
}
.progress-bar-success {
  background-color: #5cb85c;
}
.progress-striped .progress-bar-success {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-info {
  background-color: #5bc0de;
}
.progress-striped .progress-bar-info {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-warning {
  background-color: #f0ad4e;
}
.progress-striped .progress-bar-warning {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-danger {
  background-color: #d9534f;
}
.progress-striped .progress-bar-danger {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.media {
  margin-top: 15px;
}
.media:first-child {
  margin-top: 0;
}
.media,
.media-body {
  zoom: 1;
  overflow: hidden;
}
.media-body {
  width: 10000px;
}
.media-object {
  display: block;
}
.media-object.img-thumbnail {
  max-width: none;
}
.media-right,
.media > .pull-right {
  padding-left: 10px;
}
.media-left,
.media > .pull-left {
  padding-right: 10px;
}
.media-left,
.media-right,
.media-body {
  display: table-cell;
  vertical-align: top;
}
.media-middle {
  vertical-align: middle;
}
.media-bottom {
  vertical-align: bottom;
}
.media-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.media-list {
  padding-left: 0;
  list-style: none;
}
.list-group {
  margin-bottom: 20px;
  padding-left: 0;
}
.list-group-item {
  position: relative;
  display: block;
  padding: 10px 15px;
  margin-bottom: -1px;
  background-color: #fff;
  border: 1px solid #ddd;
}
.list-group-item:first-child {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
}
.list-group-item:last-child {
  margin-bottom: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
a.list-group-item,
button.list-group-item {
  color: #555;
}
a.list-group-item .list-group-item-heading,
button.list-group-item .list-group-item-heading {
  color: #333;
}
a.list-group-item:hover,
button.list-group-item:hover,
a.list-group-item:focus,
button.list-group-item:focus {
  text-decoration: none;
  color: #555;
  background-color: #f5f5f5;
}
button.list-group-item {
  width: 100%;
  text-align: left;
}
.list-group-item.disabled,
.list-group-item.disabled:hover,
.list-group-item.disabled:focus {
  background-color: #eeeeee;
  color: #777777;
  cursor: not-allowed;
}
.list-group-item.disabled .list-group-item-heading,
.list-group-item.disabled:hover .list-group-item-heading,
.list-group-item.disabled:focus .list-group-item-heading {
  color: inherit;
}
.list-group-item.disabled .list-group-item-text,
.list-group-item.disabled:hover .list-group-item-text,
.list-group-item.disabled:focus .list-group-item-text {
  color: #777777;
}
.list-group-item.active,
.list-group-item.active:hover,
.list-group-item.active:focus {
  z-index: 2;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.list-group-item.active .list-group-item-heading,
.list-group-item.active:hover .list-group-item-heading,
.list-group-item.active:focus .list-group-item-heading,
.list-group-item.active .list-group-item-heading > small,
.list-group-item.active:hover .list-group-item-heading > small,
.list-group-item.active:focus .list-group-item-heading > small,
.list-group-item.active .list-group-item-heading > .small,
.list-group-item.active:hover .list-group-item-heading > .small,
.list-group-item.active:focus .list-group-item-heading > .small {
  color: inherit;
}
.list-group-item.active .list-group-item-text,
.list-group-item.active:hover .list-group-item-text,
.list-group-item.active:focus .list-group-item-text {
  color: #c7ddef;
}
.list-group-item-success {
  color: #3c763d;
  background-color: #dff0d8;
}
a.list-group-item-success,
button.list-group-item-success {
  color: #3c763d;
}
a.list-group-item-success .list-group-item-heading,
button.list-group-item-success .list-group-item-heading {
  color: inherit;
}
a.list-group-item-success:hover,
button.list-group-item-success:hover,
a.list-group-item-success:focus,
button.list-group-item-success:focus {
  color: #3c763d;
  background-color: #d0e9c6;
}
a.list-group-item-success.active,
button.list-group-item-success.active,
a.list-group-item-success.active:hover,
button.list-group-item-success.active:hover,
a.list-group-item-success.active:focus,
button.list-group-item-success.active:focus {
  color: #fff;
  background-color: #3c763d;
  border-color: #3c763d;
}
.list-group-item-info {
  color: #31708f;
  background-color: #d9edf7;
}
a.list-group-item-info,
button.list-group-item-info {
  color: #31708f;
}
a.list-group-item-info .list-group-item-heading,
button.list-group-item-info .list-group-item-heading {
  color: inherit;
}
a.list-group-item-info:hover,
button.list-group-item-info:hover,
a.list-group-item-info:focus,
button.list-group-item-info:focus {
  color: #31708f;
  background-color: #c4e3f3;
}
a.list-group-item-info.active,
button.list-group-item-info.active,
a.list-group-item-info.active:hover,
button.list-group-item-info.active:hover,
a.list-group-item-info.active:focus,
button.list-group-item-info.active:focus {
  color: #fff;
  background-color: #31708f;
  border-color: #31708f;
}
.list-group-item-warning {
  color: #8a6d3b;
  background-color: #fcf8e3;
}
a.list-group-item-warning,
button.list-group-item-warning {
  color: #8a6d3b;
}
a.list-group-item-warning .list-group-item-heading,
button.list-group-item-warning .list-group-item-heading {
  color: inherit;
}
a.list-group-item-warning:hover,
button.list-group-item-warning:hover,
a.list-group-item-warning:focus,
button.list-group-item-warning:focus {
  color: #8a6d3b;
  background-color: #faf2cc;
}
a.list-group-item-warning.active,
button.list-group-item-warning.active,
a.list-group-item-warning.active:hover,
button.list-group-item-warning.active:hover,
a.list-group-item-warning.active:focus,
button.list-group-item-warning.active:focus {
  color: #fff;
  background-color: #8a6d3b;
  border-color: #8a6d3b;
}
.list-group-item-danger {
  color: #a94442;
  background-color: #f2dede;
}
a.list-group-item-danger,
button.list-group-item-danger {
  color: #a94442;
}
a.list-group-item-danger .list-group-item-heading,
button.list-group-item-danger .list-group-item-heading {
  color: inherit;
}
a.list-group-item-danger:hover,
button.list-group-item-danger:hover,
a.list-group-item-danger:focus,
button.list-group-item-danger:focus {
  color: #a94442;
  background-color: #ebcccc;
}
a.list-group-item-danger.active,
button.list-group-item-danger.active,
a.list-group-item-danger.active:hover,
button.list-group-item-danger.active:hover,
a.list-group-item-danger.active:focus,
button.list-group-item-danger.active:focus {
  color: #fff;
  background-color: #a94442;
  border-color: #a94442;
}
.list-group-item-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.list-group-item-text {
  margin-bottom: 0;
  line-height: 1.3;
}
.panel {
  margin-bottom: 18px;
  background-color: #fff;
  border: 1px solid transparent;
  border-radius: 2px;
  -webkit-box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
}
.panel-body {
  padding: 15px;
}
.panel-heading {
  padding: 10px 15px;
  border-bottom: 1px solid transparent;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel-heading > .dropdown .dropdown-toggle {
  color: inherit;
}
.panel-title {
  margin-top: 0;
  margin-bottom: 0;
  font-size: 15px;
  color: inherit;
}
.panel-title > a,
.panel-title > small,
.panel-title > .small,
.panel-title > small > a,
.panel-title > .small > a {
  color: inherit;
}
.panel-footer {
  padding: 10px 15px;
  background-color: #f5f5f5;
  border-top: 1px solid #ddd;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .list-group,
.panel > .panel-collapse > .list-group {
  margin-bottom: 0;
}
.panel > .list-group .list-group-item,
.panel > .panel-collapse > .list-group .list-group-item {
  border-width: 1px 0;
  border-radius: 0;
}
.panel > .list-group:first-child .list-group-item:first-child,
.panel > .panel-collapse > .list-group:first-child .list-group-item:first-child {
  border-top: 0;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .list-group:last-child .list-group-item:last-child,
.panel > .panel-collapse > .list-group:last-child .list-group-item:last-child {
  border-bottom: 0;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .panel-heading + .panel-collapse > .list-group .list-group-item:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.panel-heading + .list-group .list-group-item:first-child {
  border-top-width: 0;
}
.list-group + .panel-footer {
  border-top-width: 0;
}
.panel > .table,
.panel > .table-responsive > .table,
.panel > .panel-collapse > .table {
  margin-bottom: 0;
}
.panel > .table caption,
.panel > .table-responsive > .table caption,
.panel > .panel-collapse > .table caption {
  padding-left: 15px;
  padding-right: 15px;
}
.panel > .table:first-child,
.panel > .table-responsive:first-child > .table:first-child {
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child {
  border-top-left-radius: 1px;
  border-top-right-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:first-child {
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:last-child {
  border-top-right-radius: 1px;
}
.panel > .table:last-child,
.panel > .table-responsive:last-child > .table:last-child {
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child {
  border-bottom-left-radius: 1px;
  border-bottom-right-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:first-child {
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:last-child {
  border-bottom-right-radius: 1px;
}
.panel > .panel-body + .table,
.panel > .panel-body + .table-responsive,
.panel > .table + .panel-body,
.panel > .table-responsive + .panel-body {
  border-top: 1px solid #ddd;
}
.panel > .table > tbody:first-child > tr:first-child th,
.panel > .table > tbody:first-child > tr:first-child td {
  border-top: 0;
}
.panel > .table-bordered,
.panel > .table-responsive > .table-bordered {
  border: 0;
}
.panel > .table-bordered > thead > tr > th:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:first-child,
.panel > .table-bordered > tbody > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:first-child,
.panel > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-bordered > thead > tr > td:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:first-child,
.panel > .table-bordered > tbody > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:first-child,
.panel > .table-bordered > tfoot > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:first-child {
  border-left: 0;
}
.panel > .table-bordered > thead > tr > th:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:last-child,
.panel > .table-bordered > tbody > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:last-child,
.panel > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-bordered > thead > tr > td:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:last-child,
.panel > .table-bordered > tbody > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:last-child,
.panel > .table-bordered > tfoot > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:last-child {
  border-right: 0;
}
.panel > .table-bordered > thead > tr:first-child > td,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > td,
.panel > .table-bordered > tbody > tr:first-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > td,
.panel > .table-bordered > thead > tr:first-child > th,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > th,
.panel > .table-bordered > tbody > tr:first-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > th {
  border-bottom: 0;
}
.panel > .table-bordered > tbody > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > td,
.panel > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-bordered > tbody > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > th,
.panel > .table-bordered > tfoot > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > th {
  border-bottom: 0;
}
.panel > .table-responsive {
  border: 0;
  margin-bottom: 0;
}
.panel-group {
  margin-bottom: 18px;
}
.panel-group .panel {
  margin-bottom: 0;
  border-radius: 2px;
}
.panel-group .panel + .panel {
  margin-top: 5px;
}
.panel-group .panel-heading {
  border-bottom: 0;
}
.panel-group .panel-heading + .panel-collapse > .panel-body,
.panel-group .panel-heading + .panel-collapse > .list-group {
  border-top: 1px solid #ddd;
}
.panel-group .panel-footer {
  border-top: 0;
}
.panel-group .panel-footer + .panel-collapse .panel-body {
  border-bottom: 1px solid #ddd;
}
.panel-default {
  border-color: #ddd;
}
.panel-default > .panel-heading {
  color: #333333;
  background-color: #f5f5f5;
  border-color: #ddd;
}
.panel-default > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ddd;
}
.panel-default > .panel-heading .badge {
  color: #f5f5f5;
  background-color: #333333;
}
.panel-default > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ddd;
}
.panel-primary {
  border-color: #337ab7;
}
.panel-primary > .panel-heading {
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.panel-primary > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #337ab7;
}
.panel-primary > .panel-heading .badge {
  color: #337ab7;
  background-color: #fff;
}
.panel-primary > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #337ab7;
}
.panel-success {
  border-color: #d6e9c6;
}
.panel-success > .panel-heading {
  color: #3c763d;
  background-color: #dff0d8;
  border-color: #d6e9c6;
}
.panel-success > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #d6e9c6;
}
.panel-success > .panel-heading .badge {
  color: #dff0d8;
  background-color: #3c763d;
}
.panel-success > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #d6e9c6;
}
.panel-info {
  border-color: #bce8f1;
}
.panel-info > .panel-heading {
  color: #31708f;
  background-color: #d9edf7;
  border-color: #bce8f1;
}
.panel-info > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #bce8f1;
}
.panel-info > .panel-heading .badge {
  color: #d9edf7;
  background-color: #31708f;
}
.panel-info > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #bce8f1;
}
.panel-warning {
  border-color: #faebcc;
}
.panel-warning > .panel-heading {
  color: #8a6d3b;
  background-color: #fcf8e3;
  border-color: #faebcc;
}
.panel-warning > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #faebcc;
}
.panel-warning > .panel-heading .badge {
  color: #fcf8e3;
  background-color: #8a6d3b;
}
.panel-warning > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #faebcc;
}
.panel-danger {
  border-color: #ebccd1;
}
.panel-danger > .panel-heading {
  color: #a94442;
  background-color: #f2dede;
  border-color: #ebccd1;
}
.panel-danger > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ebccd1;
}
.panel-danger > .panel-heading .badge {
  color: #f2dede;
  background-color: #a94442;
}
.panel-danger > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ebccd1;
}
.embed-responsive {
  position: relative;
  display: block;
  height: 0;
  padding: 0;
  overflow: hidden;
}
.embed-responsive .embed-responsive-item,
.embed-responsive iframe,
.embed-responsive embed,
.embed-responsive object,
.embed-responsive video {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  height: 100%;
  width: 100%;
  border: 0;
}
.embed-responsive-16by9 {
  padding-bottom: 56.25%;
}
.embed-responsive-4by3 {
  padding-bottom: 75%;
}
.well {
  min-height: 20px;
  padding: 19px;
  margin-bottom: 20px;
  background-color: #f5f5f5;
  border: 1px solid #e3e3e3;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
}
.well blockquote {
  border-color: #ddd;
  border-color: rgba(0, 0, 0, 0.15);
}
.well-lg {
  padding: 24px;
  border-radius: 3px;
}
.well-sm {
  padding: 9px;
  border-radius: 1px;
}
.close {
  float: right;
  font-size: 19.5px;
  font-weight: bold;
  line-height: 1;
  color: #000;
  text-shadow: 0 1px 0 #fff;
  opacity: 0.2;
  filter: alpha(opacity=20);
}
.close:hover,
.close:focus {
  color: #000;
  text-decoration: none;
  cursor: pointer;
  opacity: 0.5;
  filter: alpha(opacity=50);
}
button.close {
  padding: 0;
  cursor: pointer;
  background: transparent;
  border: 0;
  -webkit-appearance: none;
}
.modal-open {
  overflow: hidden;
}
.modal {
  display: none;
  overflow: hidden;
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1050;
  -webkit-overflow-scrolling: touch;
  outline: 0;
}
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, -25%);
  -ms-transform: translate(0, -25%);
  -o-transform: translate(0, -25%);
  transform: translate(0, -25%);
  -webkit-transition: -webkit-transform 0.3s ease-out;
  -moz-transition: -moz-transform 0.3s ease-out;
  -o-transition: -o-transform 0.3s ease-out;
  transition: transform 0.3s ease-out;
}
.modal.in .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
.modal-open .modal {
  overflow-x: hidden;
  overflow-y: auto;
}
.modal-dialog {
  position: relative;
  width: auto;
  margin: 10px;
}
.modal-content {
  position: relative;
  background-color: #fff;
  border: 1px solid #999;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  background-clip: padding-box;
  outline: 0;
}
.modal-backdrop {
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1040;
  background-color: #000;
}
.modal-backdrop.fade {
  opacity: 0;
  filter: alpha(opacity=0);
}
.modal-backdrop.in {
  opacity: 0.5;
  filter: alpha(opacity=50);
}
.modal-header {
  padding: 15px;
  border-bottom: 1px solid #e5e5e5;
}
.modal-header .close {
  margin-top: -2px;
}
.modal-title {
  margin: 0;
  line-height: 1.42857143;
}
.modal-body {
  position: relative;
  padding: 15px;
}
.modal-footer {
  padding: 15px;
  text-align: right;
  border-top: 1px solid #e5e5e5;
}
.modal-footer .btn + .btn {
  margin-left: 5px;
  margin-bottom: 0;
}
.modal-footer .btn-group .btn + .btn {
  margin-left: -1px;
}
.modal-footer .btn-block + .btn-block {
  margin-left: 0;
}
.modal-scrollbar-measure {
  position: absolute;
  top: -9999px;
  width: 50px;
  height: 50px;
  overflow: scroll;
}
@media (min-width: 768px) {
  .modal-dialog {
    width: 600px;
    margin: 30px auto;
  }
  .modal-content {
    -webkit-box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
    box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
  }
  .modal-sm {
    width: 300px;
  }
}
@media (min-width: 992px) {
  .modal-lg {
    width: 900px;
  }
}
.tooltip {
  position: absolute;
  z-index: 1070;
  display: block;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 12px;
  opacity: 0;
  filter: alpha(opacity=0);
}
.tooltip.in {
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.tooltip.top {
  margin-top: -3px;
  padding: 5px 0;
}
.tooltip.right {
  margin-left: 3px;
  padding: 0 5px;
}
.tooltip.bottom {
  margin-top: 3px;
  padding: 5px 0;
}
.tooltip.left {
  margin-left: -3px;
  padding: 0 5px;
}
.tooltip-inner {
  max-width: 200px;
  padding: 3px 8px;
  color: #fff;
  text-align: center;
  background-color: #000;
  border-radius: 2px;
}
.tooltip-arrow {
  position: absolute;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.tooltip.top .tooltip-arrow {
  bottom: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-left .tooltip-arrow {
  bottom: 0;
  right: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-right .tooltip-arrow {
  bottom: 0;
  left: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.right .tooltip-arrow {
  top: 50%;
  left: 0;
  margin-top: -5px;
  border-width: 5px 5px 5px 0;
  border-right-color: #000;
}
.tooltip.left .tooltip-arrow {
  top: 50%;
  right: 0;
  margin-top: -5px;
  border-width: 5px 0 5px 5px;
  border-left-color: #000;
}
.tooltip.bottom .tooltip-arrow {
  top: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-left .tooltip-arrow {
  top: 0;
  right: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-right .tooltip-arrow {
  top: 0;
  left: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.popover {
  position: absolute;
  top: 0;
  left: 0;
  z-index: 1060;
  display: none;
  max-width: 276px;
  padding: 1px;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 13px;
  background-color: #fff;
  background-clip: padding-box;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
  box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
}
.popover.top {
  margin-top: -10px;
}
.popover.right {
  margin-left: 10px;
}
.popover.bottom {
  margin-top: 10px;
}
.popover.left {
  margin-left: -10px;
}
.popover-title {
  margin: 0;
  padding: 8px 14px;
  font-size: 13px;
  background-color: #f7f7f7;
  border-bottom: 1px solid #ebebeb;
  border-radius: 2px 2px 0 0;
}
.popover-content {
  padding: 9px 14px;
}
.popover > .arrow,
.popover > .arrow:after {
  position: absolute;
  display: block;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.popover > .arrow {
  border-width: 11px;
}
.popover > .arrow:after {
  border-width: 10px;
  content: "";
}
.popover.top > .arrow {
  left: 50%;
  margin-left: -11px;
  border-bottom-width: 0;
  border-top-color: #999999;
  border-top-color: rgba(0, 0, 0, 0.25);
  bottom: -11px;
}
.popover.top > .arrow:after {
  content: " ";
  bottom: 1px;
  margin-left: -10px;
  border-bottom-width: 0;
  border-top-color: #fff;
}
.popover.right > .arrow {
  top: 50%;
  left: -11px;
  margin-top: -11px;
  border-left-width: 0;
  border-right-color: #999999;
  border-right-color: rgba(0, 0, 0, 0.25);
}
.popover.right > .arrow:after {
  content: " ";
  left: 1px;
  bottom: -10px;
  border-left-width: 0;
  border-right-color: #fff;
}
.popover.bottom > .arrow {
  left: 50%;
  margin-left: -11px;
  border-top-width: 0;
  border-bottom-color: #999999;
  border-bottom-color: rgba(0, 0, 0, 0.25);
  top: -11px;
}
.popover.bottom > .arrow:after {
  content: " ";
  top: 1px;
  margin-left: -10px;
  border-top-width: 0;
  border-bottom-color: #fff;
}
.popover.left > .arrow {
  top: 50%;
  right: -11px;
  margin-top: -11px;
  border-right-width: 0;
  border-left-color: #999999;
  border-left-color: rgba(0, 0, 0, 0.25);
}
.popover.left > .arrow:after {
  content: " ";
  right: 1px;
  border-right-width: 0;
  border-left-color: #fff;
  bottom: -10px;
}
.carousel {
  position: relative;
}
.carousel-inner {
  position: relative;
  overflow: hidden;
  width: 100%;
}
.carousel-inner > .item {
  display: none;
  position: relative;
  -webkit-transition: 0.6s ease-in-out left;
  -o-transition: 0.6s ease-in-out left;
  transition: 0.6s ease-in-out left;
}
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  line-height: 1;
}
@media all and (transform-3d), (-webkit-transform-3d) {
  .carousel-inner > .item {
    -webkit-transition: -webkit-transform 0.6s ease-in-out;
    -moz-transition: -moz-transform 0.6s ease-in-out;
    -o-transition: -o-transform 0.6s ease-in-out;
    transition: transform 0.6s ease-in-out;
    -webkit-backface-visibility: hidden;
    -moz-backface-visibility: hidden;
    backface-visibility: hidden;
    -webkit-perspective: 1000px;
    -moz-perspective: 1000px;
    perspective: 1000px;
  }
  .carousel-inner > .item.next,
  .carousel-inner > .item.active.right {
    -webkit-transform: translate3d(100%, 0, 0);
    transform: translate3d(100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.prev,
  .carousel-inner > .item.active.left {
    -webkit-transform: translate3d(-100%, 0, 0);
    transform: translate3d(-100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.next.left,
  .carousel-inner > .item.prev.right,
  .carousel-inner > .item.active {
    -webkit-transform: translate3d(0, 0, 0);
    transform: translate3d(0, 0, 0);
    left: 0;
  }
}
.carousel-inner > .active,
.carousel-inner > .next,
.carousel-inner > .prev {
  display: block;
}
.carousel-inner > .active {
  left: 0;
}
.carousel-inner > .next,
.carousel-inner > .prev {
  position: absolute;
  top: 0;
  width: 100%;
}
.carousel-inner > .next {
  left: 100%;
}
.carousel-inner > .prev {
  left: -100%;
}
.carousel-inner > .next.left,
.carousel-inner > .prev.right {
  left: 0;
}
.carousel-inner > .active.left {
  left: -100%;
}
.carousel-inner > .active.right {
  left: 100%;
}
.carousel-control {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  width: 15%;
  opacity: 0.5;
  filter: alpha(opacity=50);
  font-size: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
  background-color: rgba(0, 0, 0, 0);
}
.carousel-control.left {
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);
}
.carousel-control.right {
  left: auto;
  right: 0;
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);
}
.carousel-control:hover,
.carousel-control:focus {
  outline: 0;
  color: #fff;
  text-decoration: none;
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.carousel-control .icon-prev,
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-left,
.carousel-control .glyphicon-chevron-right {
  position: absolute;
  top: 50%;
  margin-top: -10px;
  z-index: 5;
  display: inline-block;
}
.carousel-control .icon-prev,
.carousel-control .glyphicon-chevron-left {
  left: 50%;
  margin-left: -10px;
}
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-right {
  right: 50%;
  margin-right: -10px;
}
.carousel-control .icon-prev,
.carousel-control .icon-next {
  width: 20px;
  height: 20px;
  line-height: 1;
  font-family: serif;
}
.carousel-control .icon-prev:before {
  content: '\2039';
}
.carousel-control .icon-next:before {
  content: '\203a';
}
.carousel-indicators {
  position: absolute;
  bottom: 10px;
  left: 50%;
  z-index: 15;
  width: 60%;
  margin-left: -30%;
  padding-left: 0;
  list-style: none;
  text-align: center;
}
.carousel-indicators li {
  display: inline-block;
  width: 10px;
  height: 10px;
  margin: 1px;
  text-indent: -999px;
  border: 1px solid #fff;
  border-radius: 10px;
  cursor: pointer;
  background-color: #000 \9;
  background-color: rgba(0, 0, 0, 0);
}
.carousel-indicators .active {
  margin: 0;
  width: 12px;
  height: 12px;
  background-color: #fff;
}
.carousel-caption {
  position: absolute;
  left: 15%;
  right: 15%;
  bottom: 20px;
  z-index: 10;
  padding-top: 20px;
  padding-bottom: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
}
.carousel-caption .btn {
  text-shadow: none;
}
@media screen and (min-width: 768px) {
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-prev,
  .carousel-control .icon-next {
    width: 30px;
    height: 30px;
    margin-top: -10px;
    font-size: 30px;
  }
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .icon-prev {
    margin-left: -10px;
  }
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-next {
    margin-right: -10px;
  }
  .carousel-caption {
    left: 20%;
    right: 20%;
    padding-bottom: 30px;
  }
  .carousel-indicators {
    bottom: 20px;
  }
}
.clearfix:before,
.clearfix:after,
.dl-horizontal dd:before,
.dl-horizontal dd:after,
.container:before,
.container:after,
.container-fluid:before,
.container-fluid:after,
.row:before,
.row:after,
.form-horizontal .form-group:before,
.form-horizontal .form-group:after,
.btn-toolbar:before,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:before,
.btn-group-vertical > .btn-group:after,
.nav:before,
.nav:after,
.navbar:before,
.navbar:after,
.navbar-header:before,
.navbar-header:after,
.navbar-collapse:before,
.navbar-collapse:after,
.pager:before,
.pager:after,
.panel-body:before,
.panel-body:after,
.modal-header:before,
.modal-header:after,
.modal-footer:before,
.modal-footer:after,
.item_buttons:before,
.item_buttons:after {
  content: " ";
  display: table;
}
.clearfix:after,
.dl-horizontal dd:after,
.container:after,
.container-fluid:after,
.row:after,
.form-horizontal .form-group:after,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:after,
.nav:after,
.navbar:after,
.navbar-header:after,
.navbar-collapse:after,
.pager:after,
.panel-body:after,
.modal-header:after,
.modal-footer:after,
.item_buttons:after {
  clear: both;
}
.center-block {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.pull-right {
  float: right !important;
}
.pull-left {
  float: left !important;
}
.hide {
  display: none !important;
}
.show {
  display: block !important;
}
.invisible {
  visibility: hidden;
}
.text-hide {
  font: 0/0 a;
  color: transparent;
  text-shadow: none;
  background-color: transparent;
  border: 0;
}
.hidden {
  display: none !important;
}
.affix {
  position: fixed;
}
@-ms-viewport {
  width: device-width;
}
.visible-xs,
.visible-sm,
.visible-md,
.visible-lg {
  display: none !important;
}
.visible-xs-block,
.visible-xs-inline,
.visible-xs-inline-block,
.visible-sm-block,
.visible-sm-inline,
.visible-sm-inline-block,
.visible-md-block,
.visible-md-inline,
.visible-md-inline-block,
.visible-lg-block,
.visible-lg-inline,
.visible-lg-inline-block {
  display: none !important;
}
@media (max-width: 767px) {
  .visible-xs {
    display: block !important;
  }
  table.visible-xs {
    display: table !important;
  }
  tr.visible-xs {
    display: table-row !important;
  }
  th.visible-xs,
  td.visible-xs {
    display: table-cell !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-block {
    display: block !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline {
    display: inline !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm {
    display: block !important;
  }
  table.visible-sm {
    display: table !important;
  }
  tr.visible-sm {
    display: table-row !important;
  }
  th.visible-sm,
  td.visible-sm {
    display: table-cell !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-block {
    display: block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline {
    display: inline !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md {
    display: block !important;
  }
  table.visible-md {
    display: table !important;
  }
  tr.visible-md {
    display: table-row !important;
  }
  th.visible-md,
  td.visible-md {
    display: table-cell !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-block {
    display: block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline {
    display: inline !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg {
    display: block !important;
  }
  table.visible-lg {
    display: table !important;
  }
  tr.visible-lg {
    display: table-row !important;
  }
  th.visible-lg,
  td.visible-lg {
    display: table-cell !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-block {
    display: block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline {
    display: inline !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline-block {
    display: inline-block !important;
  }
}
@media (max-width: 767px) {
  .hidden-xs {
    display: none !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .hidden-sm {
    display: none !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .hidden-md {
    display: none !important;
  }
}
@media (min-width: 1200px) {
  .hidden-lg {
    display: none !important;
  }
}
.visible-print {
  display: none !important;
}
@media print {
  .visible-print {
    display: block !important;
  }
  table.visible-print {
    display: table !important;
  }
  tr.visible-print {
    display: table-row !important;
  }
  th.visible-print,
  td.visible-print {
    display: table-cell !important;
  }
}
.visible-print-block {
  display: none !important;
}
@media print {
  .visible-print-block {
    display: block !important;
  }
}
.visible-print-inline {
  display: none !important;
}
@media print {
  .visible-print-inline {
    display: inline !important;
  }
}
.visible-print-inline-block {
  display: none !important;
}
@media print {
  .visible-print-inline-block {
    display: inline-block !important;
  }
}
@media print {
  .hidden-print {
    display: none !important;
  }
}
/*!
*
* Font Awesome
*
*/
/*!
 *  Font Awesome 4.2.0 by @davegandy - http://fontawesome.io - @fontawesome
 *  License - http://fontawesome.io/license (Font: SIL OFL 1.1, CSS: MIT License)
 */
/* FONT PATH
 * -------------------------- */
@font-face {
  font-family: 'FontAwesome';
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?v=4.2.0');
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?#iefix&v=4.2.0') format('embedded-opentype'), url('../components/font-awesome/fonts/fontawesome-webfont.woff?v=4.2.0') format('woff'), url('../components/font-awesome/fonts/fontawesome-webfont.ttf?v=4.2.0') format('truetype'), url('../components/font-awesome/fonts/fontawesome-webfont.svg?v=4.2.0#fontawesomeregular') format('svg');
  font-weight: normal;
  font-style: normal;
}
.fa {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
/* makes the font 33% larger relative to the icon container */
.fa-lg {
  font-size: 1.33333333em;
  line-height: 0.75em;
  vertical-align: -15%;
}
.fa-2x {
  font-size: 2em;
}
.fa-3x {
  font-size: 3em;
}
.fa-4x {
  font-size: 4em;
}
.fa-5x {
  font-size: 5em;
}
.fa-fw {
  width: 1.28571429em;
  text-align: center;
}
.fa-ul {
  padding-left: 0;
  margin-left: 2.14285714em;
  list-style-type: none;
}
.fa-ul > li {
  position: relative;
}
.fa-li {
  position: absolute;
  left: -2.14285714em;
  width: 2.14285714em;
  top: 0.14285714em;
  text-align: center;
}
.fa-li.fa-lg {
  left: -1.85714286em;
}
.fa-border {
  padding: .2em .25em .15em;
  border: solid 0.08em #eee;
  border-radius: .1em;
}
.pull-right {
  float: right;
}
.pull-left {
  float: left;
}
.fa.pull-left {
  margin-right: .3em;
}
.fa.pull-right {
  margin-left: .3em;
}
.fa-spin {
  -webkit-animation: fa-spin 2s infinite linear;
  animation: fa-spin 2s infinite linear;
}
@-webkit-keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
@keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
.fa-rotate-90 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=1);
  -webkit-transform: rotate(90deg);
  -ms-transform: rotate(90deg);
  transform: rotate(90deg);
}
.fa-rotate-180 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=2);
  -webkit-transform: rotate(180deg);
  -ms-transform: rotate(180deg);
  transform: rotate(180deg);
}
.fa-rotate-270 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=3);
  -webkit-transform: rotate(270deg);
  -ms-transform: rotate(270deg);
  transform: rotate(270deg);
}
.fa-flip-horizontal {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=0, mirror=1);
  -webkit-transform: scale(-1, 1);
  -ms-transform: scale(-1, 1);
  transform: scale(-1, 1);
}
.fa-flip-vertical {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=2, mirror=1);
  -webkit-transform: scale(1, -1);
  -ms-transform: scale(1, -1);
  transform: scale(1, -1);
}
:root .fa-rotate-90,
:root .fa-rotate-180,
:root .fa-rotate-270,
:root .fa-flip-horizontal,
:root .fa-flip-vertical {
  filter: none;
}
.fa-stack {
  position: relative;
  display: inline-block;
  width: 2em;
  height: 2em;
  line-height: 2em;
  vertical-align: middle;
}
.fa-stack-1x,
.fa-stack-2x {
  position: absolute;
  left: 0;
  width: 100%;
  text-align: center;
}
.fa-stack-1x {
  line-height: inherit;
}
.fa-stack-2x {
  font-size: 2em;
}
.fa-inverse {
  color: #fff;
}
/* Font Awesome uses the Unicode Private Use Area (PUA) to ensure screen
   readers do not read off random characters that represent icons */
.fa-glass:before {
  content: "\f000";
}
.fa-music:before {
  content: "\f001";
}
.fa-search:before {
  content: "\f002";
}
.fa-envelope-o:before {
  content: "\f003";
}
.fa-heart:before {
  content: "\f004";
}
.fa-star:before {
  content: "\f005";
}
.fa-star-o:before {
  content: "\f006";
}
.fa-user:before {
  content: "\f007";
}
.fa-film:before {
  content: "\f008";
}
.fa-th-large:before {
  content: "\f009";
}
.fa-th:before {
  content: "\f00a";
}
.fa-th-list:before {
  content: "\f00b";
}
.fa-check:before {
  content: "\f00c";
}
.fa-remove:before,
.fa-close:before,
.fa-times:before {
  content: "\f00d";
}
.fa-search-plus:before {
  content: "\f00e";
}
.fa-search-minus:before {
  content: "\f010";
}
.fa-power-off:before {
  content: "\f011";
}
.fa-signal:before {
  content: "\f012";
}
.fa-gear:before,
.fa-cog:before {
  content: "\f013";
}
.fa-trash-o:before {
  content: "\f014";
}
.fa-home:before {
  content: "\f015";
}
.fa-file-o:before {
  content: "\f016";
}
.fa-clock-o:before {
  content: "\f017";
}
.fa-road:before {
  content: "\f018";
}
.fa-download:before {
  content: "\f019";
}
.fa-arrow-circle-o-down:before {
  content: "\f01a";
}
.fa-arrow-circle-o-up:before {
  content: "\f01b";
}
.fa-inbox:before {
  content: "\f01c";
}
.fa-play-circle-o:before {
  content: "\f01d";
}
.fa-rotate-right:before,
.fa-repeat:before {
  content: "\f01e";
}
.fa-refresh:before {
  content: "\f021";
}
.fa-list-alt:before {
  content: "\f022";
}
.fa-lock:before {
  content: "\f023";
}
.fa-flag:before {
  content: "\f024";
}
.fa-headphones:before {
  content: "\f025";
}
.fa-volume-off:before {
  content: "\f026";
}
.fa-volume-down:before {
  content: "\f027";
}
.fa-volume-up:before {
  content: "\f028";
}
.fa-qrcode:before {
  content: "\f029";
}
.fa-barcode:before {
  content: "\f02a";
}
.fa-tag:before {
  content: "\f02b";
}
.fa-tags:before {
  content: "\f02c";
}
.fa-book:before {
  content: "\f02d";
}
.fa-bookmark:before {
  content: "\f02e";
}
.fa-print:before {
  content: "\f02f";
}
.fa-camera:before {
  content: "\f030";
}
.fa-font:before {
  content: "\f031";
}
.fa-bold:before {
  content: "\f032";
}
.fa-italic:before {
  content: "\f033";
}
.fa-text-height:before {
  content: "\f034";
}
.fa-text-width:before {
  content: "\f035";
}
.fa-align-left:before {
  content: "\f036";
}
.fa-align-center:before {
  content: "\f037";
}
.fa-align-right:before {
  content: "\f038";
}
.fa-align-justify:before {
  content: "\f039";
}
.fa-list:before {
  content: "\f03a";
}
.fa-dedent:before,
.fa-outdent:before {
  content: "\f03b";
}
.fa-indent:before {
  content: "\f03c";
}
.fa-video-camera:before {
  content: "\f03d";
}
.fa-photo:before,
.fa-image:before,
.fa-picture-o:before {
  content: "\f03e";
}
.fa-pencil:before {
  content: "\f040";
}
.fa-map-marker:before {
  content: "\f041";
}
.fa-adjust:before {
  content: "\f042";
}
.fa-tint:before {
  content: "\f043";
}
.fa-edit:before,
.fa-pencil-square-o:before {
  content: "\f044";
}
.fa-share-square-o:before {
  content: "\f045";
}
.fa-check-square-o:before {
  content: "\f046";
}
.fa-arrows:before {
  content: "\f047";
}
.fa-step-backward:before {
  content: "\f048";
}
.fa-fast-backward:before {
  content: "\f049";
}
.fa-backward:before {
  content: "\f04a";
}
.fa-play:before {
  content: "\f04b";
}
.fa-pause:before {
  content: "\f04c";
}
.fa-stop:before {
  content: "\f04d";
}
.fa-forward:before {
  content: "\f04e";
}
.fa-fast-forward:before {
  content: "\f050";
}
.fa-step-forward:before {
  content: "\f051";
}
.fa-eject:before {
  content: "\f052";
}
.fa-chevron-left:before {
  content: "\f053";
}
.fa-chevron-right:before {
  content: "\f054";
}
.fa-plus-circle:before {
  content: "\f055";
}
.fa-minus-circle:before {
  content: "\f056";
}
.fa-times-circle:before {
  content: "\f057";
}
.fa-check-circle:before {
  content: "\f058";
}
.fa-question-circle:before {
  content: "\f059";
}
.fa-info-circle:before {
  content: "\f05a";
}
.fa-crosshairs:before {
  content: "\f05b";
}
.fa-times-circle-o:before {
  content: "\f05c";
}
.fa-check-circle-o:before {
  content: "\f05d";
}
.fa-ban:before {
  content: "\f05e";
}
.fa-arrow-left:before {
  content: "\f060";
}
.fa-arrow-right:before {
  content: "\f061";
}
.fa-arrow-up:before {
  content: "\f062";
}
.fa-arrow-down:before {
  content: "\f063";
}
.fa-mail-forward:before,
.fa-share:before {
  content: "\f064";
}
.fa-expand:before {
  content: "\f065";
}
.fa-compress:before {
  content: "\f066";
}
.fa-plus:before {
  content: "\f067";
}
.fa-minus:before {
  content: "\f068";
}
.fa-asterisk:before {
  content: "\f069";
}
.fa-exclamation-circle:before {
  content: "\f06a";
}
.fa-gift:before {
  content: "\f06b";
}
.fa-leaf:before {
  content: "\f06c";
}
.fa-fire:before {
  content: "\f06d";
}
.fa-eye:before {
  content: "\f06e";
}
.fa-eye-slash:before {
  content: "\f070";
}
.fa-warning:before,
.fa-exclamation-triangle:before {
  content: "\f071";
}
.fa-plane:before {
  content: "\f072";
}
.fa-calendar:before {
  content: "\f073";
}
.fa-random:before {
  content: "\f074";
}
.fa-comment:before {
  content: "\f075";
}
.fa-magnet:before {
  content: "\f076";
}
.fa-chevron-up:before {
  content: "\f077";
}
.fa-chevron-down:before {
  content: "\f078";
}
.fa-retweet:before {
  content: "\f079";
}
.fa-shopping-cart:before {
  content: "\f07a";
}
.fa-folder:before {
  content: "\f07b";
}
.fa-folder-open:before {
  content: "\f07c";
}
.fa-arrows-v:before {
  content: "\f07d";
}
.fa-arrows-h:before {
  content: "\f07e";
}
.fa-bar-chart-o:before,
.fa-bar-chart:before {
  content: "\f080";
}
.fa-twitter-square:before {
  content: "\f081";
}
.fa-facebook-square:before {
  content: "\f082";
}
.fa-camera-retro:before {
  content: "\f083";
}
.fa-key:before {
  content: "\f084";
}
.fa-gears:before,
.fa-cogs:before {
  content: "\f085";
}
.fa-comments:before {
  content: "\f086";
}
.fa-thumbs-o-up:before {
  content: "\f087";
}
.fa-thumbs-o-down:before {
  content: "\f088";
}
.fa-star-half:before {
  content: "\f089";
}
.fa-heart-o:before {
  content: "\f08a";
}
.fa-sign-out:before {
  content: "\f08b";
}
.fa-linkedin-square:before {
  content: "\f08c";
}
.fa-thumb-tack:before {
  content: "\f08d";
}
.fa-external-link:before {
  content: "\f08e";
}
.fa-sign-in:before {
  content: "\f090";
}
.fa-trophy:before {
  content: "\f091";
}
.fa-github-square:before {
  content: "\f092";
}
.fa-upload:before {
  content: "\f093";
}
.fa-lemon-o:before {
  content: "\f094";
}
.fa-phone:before {
  content: "\f095";
}
.fa-square-o:before {
  content: "\f096";
}
.fa-bookmark-o:before {
  content: "\f097";
}
.fa-phone-square:before {
  content: "\f098";
}
.fa-twitter:before {
  content: "\f099";
}
.fa-facebook:before {
  content: "\f09a";
}
.fa-github:before {
  content: "\f09b";
}
.fa-unlock:before {
  content: "\f09c";
}
.fa-credit-card:before {
  content: "\f09d";
}
.fa-rss:before {
  content: "\f09e";
}
.fa-hdd-o:before {
  content: "\f0a0";
}
.fa-bullhorn:before {
  content: "\f0a1";
}
.fa-bell:before {
  content: "\f0f3";
}
.fa-certificate:before {
  content: "\f0a3";
}
.fa-hand-o-right:before {
  content: "\f0a4";
}
.fa-hand-o-left:before {
  content: "\f0a5";
}
.fa-hand-o-up:before {
  content: "\f0a6";
}
.fa-hand-o-down:before {
  content: "\f0a7";
}
.fa-arrow-circle-left:before {
  content: "\f0a8";
}
.fa-arrow-circle-right:before {
  content: "\f0a9";
}
.fa-arrow-circle-up:before {
  content: "\f0aa";
}
.fa-arrow-circle-down:before {
  content: "\f0ab";
}
.fa-globe:before {
  content: "\f0ac";
}
.fa-wrench:before {
  content: "\f0ad";
}
.fa-tasks:before {
  content: "\f0ae";
}
.fa-filter:before {
  content: "\f0b0";
}
.fa-briefcase:before {
  content: "\f0b1";
}
.fa-arrows-alt:before {
  content: "\f0b2";
}
.fa-group:before,
.fa-users:before {
  content: "\f0c0";
}
.fa-chain:before,
.fa-link:before {
  content: "\f0c1";
}
.fa-cloud:before {
  content: "\f0c2";
}
.fa-flask:before {
  content: "\f0c3";
}
.fa-cut:before,
.fa-scissors:before {
  content: "\f0c4";
}
.fa-copy:before,
.fa-files-o:before {
  content: "\f0c5";
}
.fa-paperclip:before {
  content: "\f0c6";
}
.fa-save:before,
.fa-floppy-o:before {
  content: "\f0c7";
}
.fa-square:before {
  content: "\f0c8";
}
.fa-navicon:before,
.fa-reorder:before,
.fa-bars:before {
  content: "\f0c9";
}
.fa-list-ul:before {
  content: "\f0ca";
}
.fa-list-ol:before {
  content: "\f0cb";
}
.fa-strikethrough:before {
  content: "\f0cc";
}
.fa-underline:before {
  content: "\f0cd";
}
.fa-table:before {
  content: "\f0ce";
}
.fa-magic:before {
  content: "\f0d0";
}
.fa-truck:before {
  content: "\f0d1";
}
.fa-pinterest:before {
  content: "\f0d2";
}
.fa-pinterest-square:before {
  content: "\f0d3";
}
.fa-google-plus-square:before {
  content: "\f0d4";
}
.fa-google-plus:before {
  content: "\f0d5";
}
.fa-money:before {
  content: "\f0d6";
}
.fa-caret-down:before {
  content: "\f0d7";
}
.fa-caret-up:before {
  content: "\f0d8";
}
.fa-caret-left:before {
  content: "\f0d9";
}
.fa-caret-right:before {
  content: "\f0da";
}
.fa-columns:before {
  content: "\f0db";
}
.fa-unsorted:before,
.fa-sort:before {
  content: "\f0dc";
}
.fa-sort-down:before,
.fa-sort-desc:before {
  content: "\f0dd";
}
.fa-sort-up:before,
.fa-sort-asc:before {
  content: "\f0de";
}
.fa-envelope:before {
  content: "\f0e0";
}
.fa-linkedin:before {
  content: "\f0e1";
}
.fa-rotate-left:before,
.fa-undo:before {
  content: "\f0e2";
}
.fa-legal:before,
.fa-gavel:before {
  content: "\f0e3";
}
.fa-dashboard:before,
.fa-tachometer:before {
  content: "\f0e4";
}
.fa-comment-o:before {
  content: "\f0e5";
}
.fa-comments-o:before {
  content: "\f0e6";
}
.fa-flash:before,
.fa-bolt:before {
  content: "\f0e7";
}
.fa-sitemap:before {
  content: "\f0e8";
}
.fa-umbrella:before {
  content: "\f0e9";
}
.fa-paste:before,
.fa-clipboard:before {
  content: "\f0ea";
}
.fa-lightbulb-o:before {
  content: "\f0eb";
}
.fa-exchange:before {
  content: "\f0ec";
}
.fa-cloud-download:before {
  content: "\f0ed";
}
.fa-cloud-upload:before {
  content: "\f0ee";
}
.fa-user-md:before {
  content: "\f0f0";
}
.fa-stethoscope:before {
  content: "\f0f1";
}
.fa-suitcase:before {
  content: "\f0f2";
}
.fa-bell-o:before {
  content: "\f0a2";
}
.fa-coffee:before {
  content: "\f0f4";
}
.fa-cutlery:before {
  content: "\f0f5";
}
.fa-file-text-o:before {
  content: "\f0f6";
}
.fa-building-o:before {
  content: "\f0f7";
}
.fa-hospital-o:before {
  content: "\f0f8";
}
.fa-ambulance:before {
  content: "\f0f9";
}
.fa-medkit:before {
  content: "\f0fa";
}
.fa-fighter-jet:before {
  content: "\f0fb";
}
.fa-beer:before {
  content: "\f0fc";
}
.fa-h-square:before {
  content: "\f0fd";
}
.fa-plus-square:before {
  content: "\f0fe";
}
.fa-angle-double-left:before {
  content: "\f100";
}
.fa-angle-double-right:before {
  content: "\f101";
}
.fa-angle-double-up:before {
  content: "\f102";
}
.fa-angle-double-down:before {
  content: "\f103";
}
.fa-angle-left:before {
  content: "\f104";
}
.fa-angle-right:before {
  content: "\f105";
}
.fa-angle-up:before {
  content: "\f106";
}
.fa-angle-down:before {
  content: "\f107";
}
.fa-desktop:before {
  content: "\f108";
}
.fa-laptop:before {
  content: "\f109";
}
.fa-tablet:before {
  content: "\f10a";
}
.fa-mobile-phone:before,
.fa-mobile:before {
  content: "\f10b";
}
.fa-circle-o:before {
  content: "\f10c";
}
.fa-quote-left:before {
  content: "\f10d";
}
.fa-quote-right:before {
  content: "\f10e";
}
.fa-spinner:before {
  content: "\f110";
}
.fa-circle:before {
  content: "\f111";
}
.fa-mail-reply:before,
.fa-reply:before {
  content: "\f112";
}
.fa-github-alt:before {
  content: "\f113";
}
.fa-folder-o:before {
  content: "\f114";
}
.fa-folder-open-o:before {
  content: "\f115";
}
.fa-smile-o:before {
  content: "\f118";
}
.fa-frown-o:before {
  content: "\f119";
}
.fa-meh-o:before {
  content: "\f11a";
}
.fa-gamepad:before {
  content: "\f11b";
}
.fa-keyboard-o:before {
  content: "\f11c";
}
.fa-flag-o:before {
  content: "\f11d";
}
.fa-flag-checkered:before {
  content: "\f11e";
}
.fa-terminal:before {
  content: "\f120";
}
.fa-code:before {
  content: "\f121";
}
.fa-mail-reply-all:before,
.fa-reply-all:before {
  content: "\f122";
}
.fa-star-half-empty:before,
.fa-star-half-full:before,
.fa-star-half-o:before {
  content: "\f123";
}
.fa-location-arrow:before {
  content: "\f124";
}
.fa-crop:before {
  content: "\f125";
}
.fa-code-fork:before {
  content: "\f126";
}
.fa-unlink:before,
.fa-chain-broken:before {
  content: "\f127";
}
.fa-question:before {
  content: "\f128";
}
.fa-info:before {
  content: "\f129";
}
.fa-exclamation:before {
  content: "\f12a";
}
.fa-superscript:before {
  content: "\f12b";
}
.fa-subscript:before {
  content: "\f12c";
}
.fa-eraser:before {
  content: "\f12d";
}
.fa-puzzle-piece:before {
  content: "\f12e";
}
.fa-microphone:before {
  content: "\f130";
}
.fa-microphone-slash:before {
  content: "\f131";
}
.fa-shield:before {
  content: "\f132";
}
.fa-calendar-o:before {
  content: "\f133";
}
.fa-fire-extinguisher:before {
  content: "\f134";
}
.fa-rocket:before {
  content: "\f135";
}
.fa-maxcdn:before {
  content: "\f136";
}
.fa-chevron-circle-left:before {
  content: "\f137";
}
.fa-chevron-circle-right:before {
  content: "\f138";
}
.fa-chevron-circle-up:before {
  content: "\f139";
}
.fa-chevron-circle-down:before {
  content: "\f13a";
}
.fa-html5:before {
  content: "\f13b";
}
.fa-css3:before {
  content: "\f13c";
}
.fa-anchor:before {
  content: "\f13d";
}
.fa-unlock-alt:before {
  content: "\f13e";
}
.fa-bullseye:before {
  content: "\f140";
}
.fa-ellipsis-h:before {
  content: "\f141";
}
.fa-ellipsis-v:before {
  content: "\f142";
}
.fa-rss-square:before {
  content: "\f143";
}
.fa-play-circle:before {
  content: "\f144";
}
.fa-ticket:before {
  content: "\f145";
}
.fa-minus-square:before {
  content: "\f146";
}
.fa-minus-square-o:before {
  content: "\f147";
}
.fa-level-up:before {
  content: "\f148";
}
.fa-level-down:before {
  content: "\f149";
}
.fa-check-square:before {
  content: "\f14a";
}
.fa-pencil-square:before {
  content: "\f14b";
}
.fa-external-link-square:before {
  content: "\f14c";
}
.fa-share-square:before {
  content: "\f14d";
}
.fa-compass:before {
  content: "\f14e";
}
.fa-toggle-down:before,
.fa-caret-square-o-down:before {
  content: "\f150";
}
.fa-toggle-up:before,
.fa-caret-square-o-up:before {
  content: "\f151";
}
.fa-toggle-right:before,
.fa-caret-square-o-right:before {
  content: "\f152";
}
.fa-euro:before,
.fa-eur:before {
  content: "\f153";
}
.fa-gbp:before {
  content: "\f154";
}
.fa-dollar:before,
.fa-usd:before {
  content: "\f155";
}
.fa-rupee:before,
.fa-inr:before {
  content: "\f156";
}
.fa-cny:before,
.fa-rmb:before,
.fa-yen:before,
.fa-jpy:before {
  content: "\f157";
}
.fa-ruble:before,
.fa-rouble:before,
.fa-rub:before {
  content: "\f158";
}
.fa-won:before,
.fa-krw:before {
  content: "\f159";
}
.fa-bitcoin:before,
.fa-btc:before {
  content: "\f15a";
}
.fa-file:before {
  content: "\f15b";
}
.fa-file-text:before {
  content: "\f15c";
}
.fa-sort-alpha-asc:before {
  content: "\f15d";
}
.fa-sort-alpha-desc:before {
  content: "\f15e";
}
.fa-sort-amount-asc:before {
  content: "\f160";
}
.fa-sort-amount-desc:before {
  content: "\f161";
}
.fa-sort-numeric-asc:before {
  content: "\f162";
}
.fa-sort-numeric-desc:before {
  content: "\f163";
}
.fa-thumbs-up:before {
  content: "\f164";
}
.fa-thumbs-down:before {
  content: "\f165";
}
.fa-youtube-square:before {
  content: "\f166";
}
.fa-youtube:before {
  content: "\f167";
}
.fa-xing:before {
  content: "\f168";
}
.fa-xing-square:before {
  content: "\f169";
}
.fa-youtube-play:before {
  content: "\f16a";
}
.fa-dropbox:before {
  content: "\f16b";
}
.fa-stack-overflow:before {
  content: "\f16c";
}
.fa-instagram:before {
  content: "\f16d";
}
.fa-flickr:before {
  content: "\f16e";
}
.fa-adn:before {
  content: "\f170";
}
.fa-bitbucket:before {
  content: "\f171";
}
.fa-bitbucket-square:before {
  content: "\f172";
}
.fa-tumblr:before {
  content: "\f173";
}
.fa-tumblr-square:before {
  content: "\f174";
}
.fa-long-arrow-down:before {
  content: "\f175";
}
.fa-long-arrow-up:before {
  content: "\f176";
}
.fa-long-arrow-left:before {
  content: "\f177";
}
.fa-long-arrow-right:before {
  content: "\f178";
}
.fa-apple:before {
  content: "\f179";
}
.fa-windows:before {
  content: "\f17a";
}
.fa-android:before {
  content: "\f17b";
}
.fa-linux:before {
  content: "\f17c";
}
.fa-dribbble:before {
  content: "\f17d";
}
.fa-skype:before {
  content: "\f17e";
}
.fa-foursquare:before {
  content: "\f180";
}
.fa-trello:before {
  content: "\f181";
}
.fa-female:before {
  content: "\f182";
}
.fa-male:before {
  content: "\f183";
}
.fa-gittip:before {
  content: "\f184";
}
.fa-sun-o:before {
  content: "\f185";
}
.fa-moon-o:before {
  content: "\f186";
}
.fa-archive:before {
  content: "\f187";
}
.fa-bug:before {
  content: "\f188";
}
.fa-vk:before {
  content: "\f189";
}
.fa-weibo:before {
  content: "\f18a";
}
.fa-renren:before {
  content: "\f18b";
}
.fa-pagelines:before {
  content: "\f18c";
}
.fa-stack-exchange:before {
  content: "\f18d";
}
.fa-arrow-circle-o-right:before {
  content: "\f18e";
}
.fa-arrow-circle-o-left:before {
  content: "\f190";
}
.fa-toggle-left:before,
.fa-caret-square-o-left:before {
  content: "\f191";
}
.fa-dot-circle-o:before {
  content: "\f192";
}
.fa-wheelchair:before {
  content: "\f193";
}
.fa-vimeo-square:before {
  content: "\f194";
}
.fa-turkish-lira:before,
.fa-try:before {
  content: "\f195";
}
.fa-plus-square-o:before {
  content: "\f196";
}
.fa-space-shuttle:before {
  content: "\f197";
}
.fa-slack:before {
  content: "\f198";
}
.fa-envelope-square:before {
  content: "\f199";
}
.fa-wordpress:before {
  content: "\f19a";
}
.fa-openid:before {
  content: "\f19b";
}
.fa-institution:before,
.fa-bank:before,
.fa-university:before {
  content: "\f19c";
}
.fa-mortar-board:before,
.fa-graduation-cap:before {
  content: "\f19d";
}
.fa-yahoo:before {
  content: "\f19e";
}
.fa-google:before {
  content: "\f1a0";
}
.fa-reddit:before {
  content: "\f1a1";
}
.fa-reddit-square:before {
  content: "\f1a2";
}
.fa-stumbleupon-circle:before {
  content: "\f1a3";
}
.fa-stumbleupon:before {
  content: "\f1a4";
}
.fa-delicious:before {
  content: "\f1a5";
}
.fa-digg:before {
  content: "\f1a6";
}
.fa-pied-piper:before {
  content: "\f1a7";
}
.fa-pied-piper-alt:before {
  content: "\f1a8";
}
.fa-drupal:before {
  content: "\f1a9";
}
.fa-joomla:before {
  content: "\f1aa";
}
.fa-language:before {
  content: "\f1ab";
}
.fa-fax:before {
  content: "\f1ac";
}
.fa-building:before {
  content: "\f1ad";
}
.fa-child:before {
  content: "\f1ae";
}
.fa-paw:before {
  content: "\f1b0";
}
.fa-spoon:before {
  content: "\f1b1";
}
.fa-cube:before {
  content: "\f1b2";
}
.fa-cubes:before {
  content: "\f1b3";
}
.fa-behance:before {
  content: "\f1b4";
}
.fa-behance-square:before {
  content: "\f1b5";
}
.fa-steam:before {
  content: "\f1b6";
}
.fa-steam-square:before {
  content: "\f1b7";
}
.fa-recycle:before {
  content: "\f1b8";
}
.fa-automobile:before,
.fa-car:before {
  content: "\f1b9";
}
.fa-cab:before,
.fa-taxi:before {
  content: "\f1ba";
}
.fa-tree:before {
  content: "\f1bb";
}
.fa-spotify:before {
  content: "\f1bc";
}
.fa-deviantart:before {
  content: "\f1bd";
}
.fa-soundcloud:before {
  content: "\f1be";
}
.fa-database:before {
  content: "\f1c0";
}
.fa-file-pdf-o:before {
  content: "\f1c1";
}
.fa-file-word-o:before {
  content: "\f1c2";
}
.fa-file-excel-o:before {
  content: "\f1c3";
}
.fa-file-powerpoint-o:before {
  content: "\f1c4";
}
.fa-file-photo-o:before,
.fa-file-picture-o:before,
.fa-file-image-o:before {
  content: "\f1c5";
}
.fa-file-zip-o:before,
.fa-file-archive-o:before {
  content: "\f1c6";
}
.fa-file-sound-o:before,
.fa-file-audio-o:before {
  content: "\f1c7";
}
.fa-file-movie-o:before,
.fa-file-video-o:before {
  content: "\f1c8";
}
.fa-file-code-o:before {
  content: "\f1c9";
}
.fa-vine:before {
  content: "\f1ca";
}
.fa-codepen:before {
  content: "\f1cb";
}
.fa-jsfiddle:before {
  content: "\f1cc";
}
.fa-life-bouy:before,
.fa-life-buoy:before,
.fa-life-saver:before,
.fa-support:before,
.fa-life-ring:before {
  content: "\f1cd";
}
.fa-circle-o-notch:before {
  content: "\f1ce";
}
.fa-ra:before,
.fa-rebel:before {
  content: "\f1d0";
}
.fa-ge:before,
.fa-empire:before {
  content: "\f1d1";
}
.fa-git-square:before {
  content: "\f1d2";
}
.fa-git:before {
  content: "\f1d3";
}
.fa-hacker-news:before {
  content: "\f1d4";
}
.fa-tencent-weibo:before {
  content: "\f1d5";
}
.fa-qq:before {
  content: "\f1d6";
}
.fa-wechat:before,
.fa-weixin:before {
  content: "\f1d7";
}
.fa-send:before,
.fa-paper-plane:before {
  content: "\f1d8";
}
.fa-send-o:before,
.fa-paper-plane-o:before {
  content: "\f1d9";
}
.fa-history:before {
  content: "\f1da";
}
.fa-circle-thin:before {
  content: "\f1db";
}
.fa-header:before {
  content: "\f1dc";
}
.fa-paragraph:before {
  content: "\f1dd";
}
.fa-sliders:before {
  content: "\f1de";
}
.fa-share-alt:before {
  content: "\f1e0";
}
.fa-share-alt-square:before {
  content: "\f1e1";
}
.fa-bomb:before {
  content: "\f1e2";
}
.fa-soccer-ball-o:before,
.fa-futbol-o:before {
  content: "\f1e3";
}
.fa-tty:before {
  content: "\f1e4";
}
.fa-binoculars:before {
  content: "\f1e5";
}
.fa-plug:before {
  content: "\f1e6";
}
.fa-slideshare:before {
  content: "\f1e7";
}
.fa-twitch:before {
  content: "\f1e8";
}
.fa-yelp:before {
  content: "\f1e9";
}
.fa-newspaper-o:before {
  content: "\f1ea";
}
.fa-wifi:before {
  content: "\f1eb";
}
.fa-calculator:before {
  content: "\f1ec";
}
.fa-paypal:before {
  content: "\f1ed";
}
.fa-google-wallet:before {
  content: "\f1ee";
}
.fa-cc-visa:before {
  content: "\f1f0";
}
.fa-cc-mastercard:before {
  content: "\f1f1";
}
.fa-cc-discover:before {
  content: "\f1f2";
}
.fa-cc-amex:before {
  content: "\f1f3";
}
.fa-cc-paypal:before {
  content: "\f1f4";
}
.fa-cc-stripe:before {
  content: "\f1f5";
}
.fa-bell-slash:before {
  content: "\f1f6";
}
.fa-bell-slash-o:before {
  content: "\f1f7";
}
.fa-trash:before {
  content: "\f1f8";
}
.fa-copyright:before {
  content: "\f1f9";
}
.fa-at:before {
  content: "\f1fa";
}
.fa-eyedropper:before {
  content: "\f1fb";
}
.fa-paint-brush:before {
  content: "\f1fc";
}
.fa-birthday-cake:before {
  content: "\f1fd";
}
.fa-area-chart:before {
  content: "\f1fe";
}
.fa-pie-chart:before {
  content: "\f200";
}
.fa-line-chart:before {
  content: "\f201";
}
.fa-lastfm:before {
  content: "\f202";
}
.fa-lastfm-square:before {
  content: "\f203";
}
.fa-toggle-off:before {
  content: "\f204";
}
.fa-toggle-on:before {
  content: "\f205";
}
.fa-bicycle:before {
  content: "\f206";
}
.fa-bus:before {
  content: "\f207";
}
.fa-ioxhost:before {
  content: "\f208";
}
.fa-angellist:before {
  content: "\f209";
}
.fa-cc:before {
  content: "\f20a";
}
.fa-shekel:before,
.fa-sheqel:before,
.fa-ils:before {
  content: "\f20b";
}
.fa-meanpath:before {
  content: "\f20c";
}
/*!
*
* IPython base
*
*/
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
code {
  color: #000;
}
pre {
  font-size: inherit;
  line-height: inherit;
}
label {
  font-weight: normal;
}
/* Make the page background atleast 100% the height of the view port */
/* Make the page itself atleast 70% the height of the view port */
.border-box-sizing {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.corner-all {
  border-radius: 2px;
}
.no-padding {
  padding: 0px;
}
/* Flexible box model classes */
/* Taken from Alex Russell http://infrequently.org/2009/08/css-3-progress/ */
/* This file is a compatability layer.  It allows the usage of flexible box 
model layouts accross multiple browsers, including older browsers.  The newest,
universal implementation of the flexible box model is used when available (see
`Modern browsers` comments below).  Browsers that are known to implement this 
new spec completely include:

    Firefox 28.0+
    Chrome 29.0+
    Internet Explorer 11+ 
    Opera 17.0+

Browsers not listed, including Safari, are supported via the styling under the
`Old browsers` comments below.
*/
.hbox {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
.hbox > * {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
.vbox {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
.vbox > * {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
.hbox.reverse,
.vbox.reverse,
.reverse {
  /* Old browsers */
  -webkit-box-direction: reverse;
  -moz-box-direction: reverse;
  box-direction: reverse;
  /* Modern browsers */
  flex-direction: row-reverse;
}
.hbox.box-flex0,
.vbox.box-flex0,
.box-flex0 {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
  width: auto;
}
.hbox.box-flex1,
.vbox.box-flex1,
.box-flex1 {
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
.hbox.box-flex,
.vbox.box-flex,
.box-flex {
  /* Old browsers */
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
.hbox.box-flex2,
.vbox.box-flex2,
.box-flex2 {
  /* Old browsers */
  -webkit-box-flex: 2;
  -moz-box-flex: 2;
  box-flex: 2;
  /* Modern browsers */
  flex: 2;
}
.box-group1 {
  /*  Deprecated */
  -webkit-box-flex-group: 1;
  -moz-box-flex-group: 1;
  box-flex-group: 1;
}
.box-group2 {
  /* Deprecated */
  -webkit-box-flex-group: 2;
  -moz-box-flex-group: 2;
  box-flex-group: 2;
}
.hbox.start,
.vbox.start,
.start {
  /* Old browsers */
  -webkit-box-pack: start;
  -moz-box-pack: start;
  box-pack: start;
  /* Modern browsers */
  justify-content: flex-start;
}
.hbox.end,
.vbox.end,
.end {
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
}
.hbox.center,
.vbox.center,
.center {
  /* Old browsers */
  -webkit-box-pack: center;
  -moz-box-pack: center;
  box-pack: center;
  /* Modern browsers */
  justify-content: center;
}
.hbox.baseline,
.vbox.baseline,
.baseline {
  /* Old browsers */
  -webkit-box-pack: baseline;
  -moz-box-pack: baseline;
  box-pack: baseline;
  /* Modern browsers */
  justify-content: baseline;
}
.hbox.stretch,
.vbox.stretch,
.stretch {
  /* Old browsers */
  -webkit-box-pack: stretch;
  -moz-box-pack: stretch;
  box-pack: stretch;
  /* Modern browsers */
  justify-content: stretch;
}
.hbox.align-start,
.vbox.align-start,
.align-start {
  /* Old browsers */
  -webkit-box-align: start;
  -moz-box-align: start;
  box-align: start;
  /* Modern browsers */
  align-items: flex-start;
}
.hbox.align-end,
.vbox.align-end,
.align-end {
  /* Old browsers */
  -webkit-box-align: end;
  -moz-box-align: end;
  box-align: end;
  /* Modern browsers */
  align-items: flex-end;
}
.hbox.align-center,
.vbox.align-center,
.align-center {
  /* Old browsers */
  -webkit-box-align: center;
  -moz-box-align: center;
  box-align: center;
  /* Modern browsers */
  align-items: center;
}
.hbox.align-baseline,
.vbox.align-baseline,
.align-baseline {
  /* Old browsers */
  -webkit-box-align: baseline;
  -moz-box-align: baseline;
  box-align: baseline;
  /* Modern browsers */
  align-items: baseline;
}
.hbox.align-stretch,
.vbox.align-stretch,
.align-stretch {
  /* Old browsers */
  -webkit-box-align: stretch;
  -moz-box-align: stretch;
  box-align: stretch;
  /* Modern browsers */
  align-items: stretch;
}
div.error {
  margin: 2em;
  text-align: center;
}
div.error > h1 {
  font-size: 500%;
  line-height: normal;
}
div.error > p {
  font-size: 200%;
  line-height: normal;
}
div.traceback-wrapper {
  text-align: left;
  max-width: 800px;
  margin: auto;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
body {
  background-color: #fff;
  /* This makes sure that the body covers the entire window and needs to
       be in a different element than the display: box in wrapper below */
  position: absolute;
  left: 0px;
  right: 0px;
  top: 0px;
  bottom: 0px;
  overflow: visible;
}
body > #header {
  /* Initially hidden to prevent FLOUC */
  display: none;
  background-color: #fff;
  /* Display over codemirror */
  position: relative;
  z-index: 100;
}
body > #header #header-container {
  padding-bottom: 5px;
  padding-top: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
body > #header .header-bar {
  width: 100%;
  height: 1px;
  background: #e7e7e7;
  margin-bottom: -1px;
}
@media print {
  body > #header {
    display: none !important;
  }
}
#header-spacer {
  width: 100%;
  visibility: hidden;
}
@media print {
  #header-spacer {
    display: none;
  }
}
#ipython_notebook {
  padding-left: 0px;
  padding-top: 1px;
  padding-bottom: 1px;
}
@media (max-width: 991px) {
  #ipython_notebook {
    margin-left: 10px;
  }
}
[dir="rtl"] #ipython_notebook {
  float: right !important;
}
#noscript {
  width: auto;
  padding-top: 16px;
  padding-bottom: 16px;
  text-align: center;
  font-size: 22px;
  color: red;
  font-weight: bold;
}
#ipython_notebook img {
  height: 28px;
}
#site {
  width: 100%;
  display: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  overflow: auto;
}
@media print {
  #site {
    height: auto !important;
  }
}
/* Smaller buttons */
.ui-button .ui-button-text {
  padding: 0.2em 0.8em;
  font-size: 77%;
}
input.ui-button {
  padding: 0.3em 0.9em;
}
span#login_widget {
  float: right;
}
span#login_widget > .button,
#logout {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
span#login_widget > .button:focus,
#logout:focus,
span#login_widget > .button.focus,
#logout.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
span#login_widget > .button:hover,
#logout:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
span#login_widget > .button:active,
#logout:active,
span#login_widget > .button.active,
#logout.active,
.open > .dropdown-togglespan#login_widget > .button,
.open > .dropdown-toggle#logout {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
span#login_widget > .button:active:hover,
#logout:active:hover,
span#login_widget > .button.active:hover,
#logout.active:hover,
.open > .dropdown-togglespan#login_widget > .button:hover,
.open > .dropdown-toggle#logout:hover,
span#login_widget > .button:active:focus,
#logout:active:focus,
span#login_widget > .button.active:focus,
#logout.active:focus,
.open > .dropdown-togglespan#login_widget > .button:focus,
.open > .dropdown-toggle#logout:focus,
span#login_widget > .button:active.focus,
#logout:active.focus,
span#login_widget > .button.active.focus,
#logout.active.focus,
.open > .dropdown-togglespan#login_widget > .button.focus,
.open > .dropdown-toggle#logout.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
span#login_widget > .button:active,
#logout:active,
span#login_widget > .button.active,
#logout.active,
.open > .dropdown-togglespan#login_widget > .button,
.open > .dropdown-toggle#logout {
  background-image: none;
}
span#login_widget > .button.disabled:hover,
#logout.disabled:hover,
span#login_widget > .button[disabled]:hover,
#logout[disabled]:hover,
fieldset[disabled] span#login_widget > .button:hover,
fieldset[disabled] #logout:hover,
span#login_widget > .button.disabled:focus,
#logout.disabled:focus,
span#login_widget > .button[disabled]:focus,
#logout[disabled]:focus,
fieldset[disabled] span#login_widget > .button:focus,
fieldset[disabled] #logout:focus,
span#login_widget > .button.disabled.focus,
#logout.disabled.focus,
span#login_widget > .button[disabled].focus,
#logout[disabled].focus,
fieldset[disabled] span#login_widget > .button.focus,
fieldset[disabled] #logout.focus {
  background-color: #fff;
  border-color: #ccc;
}
span#login_widget > .button .badge,
#logout .badge {
  color: #fff;
  background-color: #333;
}
.nav-header {
  text-transform: none;
}
#header > span {
  margin-top: 10px;
}
.modal_stretch .modal-dialog {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  min-height: 80vh;
}
.modal_stretch .modal-dialog .modal-body {
  max-height: calc(100vh - 200px);
  overflow: auto;
  flex: 1;
}
@media (min-width: 768px) {
  .modal .modal-dialog {
    width: 700px;
  }
}
@media (min-width: 768px) {
  select.form-control {
    margin-left: 12px;
    margin-right: 12px;
  }
}
/*!
*
* IPython auth
*
*/
.center-nav {
  display: inline-block;
  margin-bottom: -4px;
}
/*!
*
* IPython tree view
*
*/
/* We need an invisible input field on top of the sentense*/
/* "Drag file onto the list ..." */
.alternate_upload {
  background-color: none;
  display: inline;
}
.alternate_upload.form {
  padding: 0;
  margin: 0;
}
.alternate_upload input.fileinput {
  text-align: center;
  vertical-align: middle;
  display: inline;
  opacity: 0;
  z-index: 2;
  width: 12ex;
  margin-right: -12ex;
}
.alternate_upload .btn-upload {
  height: 22px;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
[dir="rtl"] #tabs li {
  float: right;
}
ul#tabs {
  margin-bottom: 4px;
}
[dir="rtl"] ul#tabs {
  margin-right: 0px;
}
ul#tabs a {
  padding-top: 6px;
  padding-bottom: 4px;
}
ul.breadcrumb a:focus,
ul.breadcrumb a:hover {
  text-decoration: none;
}
ul.breadcrumb i.icon-home {
  font-size: 16px;
  margin-right: 4px;
}
ul.breadcrumb span {
  color: #5e5e5e;
}
.list_toolbar {
  padding: 4px 0 4px 0;
  vertical-align: middle;
}
.list_toolbar .tree-buttons {
  padding-top: 1px;
}
[dir="rtl"] .list_toolbar .tree-buttons {
  float: left !important;
}
[dir="rtl"] .list_toolbar .pull-right {
  padding-top: 1px;
  float: left !important;
}
[dir="rtl"] .list_toolbar .pull-left {
  float: right !important;
}
.dynamic-buttons {
  padding-top: 3px;
  display: inline-block;
}
.list_toolbar [class*="span"] {
  min-height: 24px;
}
.list_header {
  font-weight: bold;
  background-color: #EEE;
}
.list_placeholder {
  font-weight: bold;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
}
.list_container {
  margin-top: 4px;
  margin-bottom: 20px;
  border: 1px solid #ddd;
  border-radius: 2px;
}
.list_container > div {
  border-bottom: 1px solid #ddd;
}
.list_container > div:hover .list-item {
  background-color: red;
}
.list_container > div:last-child {
  border: none;
}
.list_item:hover .list_item {
  background-color: #ddd;
}
.list_item a {
  text-decoration: none;
}
.list_item:hover {
  background-color: #fafafa;
}
.list_header > div,
.list_item > div {
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
  line-height: 22px;
}
.list_header > div input,
.list_item > div input {
  margin-right: 7px;
  margin-left: 14px;
  vertical-align: baseline;
  line-height: 22px;
  position: relative;
  top: -1px;
}
.list_header > div .item_link,
.list_item > div .item_link {
  margin-left: -1px;
  vertical-align: baseline;
  line-height: 22px;
}
.new-file input[type=checkbox] {
  visibility: hidden;
}
.item_name {
  line-height: 22px;
  height: 24px;
}
.item_icon {
  font-size: 14px;
  color: #5e5e5e;
  margin-right: 7px;
  margin-left: 7px;
  line-height: 22px;
  vertical-align: baseline;
}
.item_buttons {
  line-height: 1em;
  margin-left: -5px;
}
.item_buttons .btn,
.item_buttons .btn-group,
.item_buttons .input-group {
  float: left;
}
.item_buttons > .btn,
.item_buttons > .btn-group,
.item_buttons > .input-group {
  margin-left: 5px;
}
.item_buttons .btn {
  min-width: 13ex;
}
.item_buttons .running-indicator {
  padding-top: 4px;
  color: #5cb85c;
}
.item_buttons .kernel-name {
  padding-top: 4px;
  color: #5bc0de;
  margin-right: 7px;
  float: left;
}
.toolbar_info {
  height: 24px;
  line-height: 24px;
}
.list_item input:not([type=checkbox]) {
  padding-top: 3px;
  padding-bottom: 3px;
  height: 22px;
  line-height: 14px;
  margin: 0px;
}
.highlight_text {
  color: blue;
}
#project_name {
  display: inline-block;
  padding-left: 7px;
  margin-left: -2px;
}
#project_name > .breadcrumb {
  padding: 0px;
  margin-bottom: 0px;
  background-color: transparent;
  font-weight: bold;
}
#tree-selector {
  padding-right: 0px;
}
[dir="rtl"] #tree-selector a {
  float: right;
}
#button-select-all {
  min-width: 50px;
}
#select-all {
  margin-left: 7px;
  margin-right: 2px;
}
.menu_icon {
  margin-right: 2px;
}
.tab-content .row {
  margin-left: 0px;
  margin-right: 0px;
}
.folder_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f114";
}
.folder_icon:before.pull-left {
  margin-right: .3em;
}
.folder_icon:before.pull-right {
  margin-left: .3em;
}
.notebook_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f02d";
  position: relative;
  top: -1px;
}
.notebook_icon:before.pull-left {
  margin-right: .3em;
}
.notebook_icon:before.pull-right {
  margin-left: .3em;
}
.running_notebook_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f02d";
  position: relative;
  top: -1px;
  color: #5cb85c;
}
.running_notebook_icon:before.pull-left {
  margin-right: .3em;
}
.running_notebook_icon:before.pull-right {
  margin-left: .3em;
}
.file_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f016";
  position: relative;
  top: -2px;
}
.file_icon:before.pull-left {
  margin-right: .3em;
}
.file_icon:before.pull-right {
  margin-left: .3em;
}
#notebook_toolbar .pull-right {
  padding-top: 0px;
  margin-right: -1px;
}
ul#new-menu {
  left: auto;
  right: 0;
}
[dir="rtl"] #new-menu {
  text-align: right;
}
.kernel-menu-icon {
  padding-right: 12px;
  width: 24px;
  content: "\f096";
}
.kernel-menu-icon:before {
  content: "\f096";
}
.kernel-menu-icon-current:before {
  content: "\f00c";
}
#tab_content {
  padding-top: 20px;
}
#running .panel-group .panel {
  margin-top: 3px;
  margin-bottom: 1em;
}
#running .panel-group .panel .panel-heading {
  background-color: #EEE;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
  line-height: 22px;
}
#running .panel-group .panel .panel-heading a:focus,
#running .panel-group .panel .panel-heading a:hover {
  text-decoration: none;
}
#running .panel-group .panel .panel-body {
  padding: 0px;
}
#running .panel-group .panel .panel-body .list_container {
  margin-top: 0px;
  margin-bottom: 0px;
  border: 0px;
  border-radius: 0px;
}
#running .panel-group .panel .panel-body .list_container .list_item {
  border-bottom: 1px solid #ddd;
}
#running .panel-group .panel .panel-body .list_container .list_item:last-child {
  border-bottom: 0px;
}
[dir="rtl"] #running .col-sm-8 {
  float: right !important;
}
.delete-button {
  display: none;
}
.duplicate-button {
  display: none;
}
.rename-button {
  display: none;
}
.shutdown-button {
  display: none;
}
.dynamic-instructions {
  display: inline-block;
  padding-top: 4px;
}
/*!
*
* IPython text editor webapp
*
*/
.selected-keymap i.fa {
  padding: 0px 5px;
}
.selected-keymap i.fa:before {
  content: "\f00c";
}
#mode-menu {
  overflow: auto;
  max-height: 20em;
}
.edit_app #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.edit_app #menubar .navbar {
  /* Use a negative 1 bottom margin, so the border overlaps the border of the
    header */
  margin-bottom: -1px;
}
.dirty-indicator {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator.pull-left {
  margin-right: .3em;
}
.dirty-indicator.pull-right {
  margin-left: .3em;
}
.dirty-indicator-dirty {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator-dirty.pull-left {
  margin-right: .3em;
}
.dirty-indicator-dirty.pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator-clean.pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean.pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f00c";
}
.dirty-indicator-clean:before.pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean:before.pull-right {
  margin-left: .3em;
}
#filename {
  font-size: 16pt;
  display: table;
  padding: 0px 5px;
}
#current-mode {
  padding-left: 5px;
  padding-right: 5px;
}
#texteditor-backdrop {
  padding-top: 20px;
  padding-bottom: 20px;
}
@media not print {
  #texteditor-backdrop {
    background-color: #EEE;
  }
}
@media print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #fff;
  }
}
@media not print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #fff;
  }
}
@media not print {
  #texteditor-backdrop #texteditor-container {
    padding: 0px;
    background-color: #fff;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
/*!
*
* IPython notebook
*
*/
/* CSS font colors for translated ANSI colors. */
.ansibold {
  font-weight: bold;
}
/* use dark versions for foreground, to improve visibility */
.ansiblack {
  color: black;
}
.ansired {
  color: darkred;
}
.ansigreen {
  color: darkgreen;
}
.ansiyellow {
  color: #c4a000;
}
.ansiblue {
  color: darkblue;
}
.ansipurple {
  color: darkviolet;
}
.ansicyan {
  color: steelblue;
}
.ansigray {
  color: gray;
}
/* and light for background, for the same reason */
.ansibgblack {
  background-color: black;
}
.ansibgred {
  background-color: red;
}
.ansibggreen {
  background-color: green;
}
.ansibgyellow {
  background-color: yellow;
}
.ansibgblue {
  background-color: blue;
}
.ansibgpurple {
  background-color: magenta;
}
.ansibgcyan {
  background-color: cyan;
}
.ansibggray {
  background-color: gray;
}
div.cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  border-radius: 2px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  border-width: 1px;
  border-style: solid;
  border-color: transparent;
  width: 100%;
  padding: 5px;
  /* This acts as a spacer between cells, that is outside the border */
  margin: 0px;
  outline: none;
  border-left-width: 1px;
  padding-left: 5px;
  background: linear-gradient(to right, transparent -40px, transparent 1px, transparent 1px, transparent 100%);
}
div.cell.jupyter-soft-selected {
  border-left-color: #90CAF9;
  border-left-color: #E3F2FD;
  border-left-width: 1px;
  padding-left: 5px;
  border-right-color: #E3F2FD;
  border-right-width: 1px;
  background: #E3F2FD;
}
@media print {
  div.cell.jupyter-soft-selected {
    border-color: transparent;
  }
}
div.cell.selected {
  border-color: #ababab;
  border-left-width: 0px;
  padding-left: 6px;
  background: linear-gradient(to right, #42A5F5 -40px, #42A5F5 5px, transparent 5px, transparent 100%);
}
@media print {
  div.cell.selected {
    border-color: transparent;
  }
}
div.cell.selected.jupyter-soft-selected {
  border-left-width: 0;
  padding-left: 6px;
  background: linear-gradient(to right, #42A5F5 -40px, #42A5F5 7px, #E3F2FD 7px, #E3F2FD 100%);
}
.edit_mode div.cell.selected {
  border-color: #66BB6A;
  border-left-width: 0px;
  padding-left: 6px;
  background: linear-gradient(to right, #66BB6A -40px, #66BB6A 5px, transparent 5px, transparent 100%);
}
@media print {
  .edit_mode div.cell.selected {
    border-color: transparent;
  }
}
.prompt {
  /* This needs to be wide enough for 3 digit prompt numbers: In[100]: */
  min-width: 14ex;
  /* This padding is tuned to match the padding on the CodeMirror editor. */
  padding: 0.4em;
  margin: 0px;
  font-family: monospace;
  text-align: right;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
  /* Don't highlight prompt number selection */
  -webkit-touch-callout: none;
  -webkit-user-select: none;
  -khtml-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
  /* Use default cursor */
  cursor: default;
}
@media (max-width: 540px) {
  .prompt {
    text-align: left;
  }
}
div.inner_cell {
  min-width: 0;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
/* input_area and input_prompt must match in top border and margin for alignment */
div.input_area {
  border: 1px solid #cfcfcf;
  border-radius: 2px;
  background: #f7f7f7;
  line-height: 1.21429em;
}
/* This is needed so that empty prompt areas can collapse to zero height when there
   is no content in the output_subarea and the prompt. The main purpose of this is
   to make sure that empty JavaScript output_subareas have no height. */
div.prompt:empty {
  padding-top: 0;
  padding-bottom: 0;
}
div.unrecognized_cell {
  padding: 5px 5px 5px 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.unrecognized_cell .inner_cell {
  border-radius: 2px;
  padding: 5px;
  font-weight: bold;
  color: red;
  border: 1px solid #cfcfcf;
  background: #eaeaea;
}
div.unrecognized_cell .inner_cell a {
  color: inherit;
  text-decoration: none;
}
div.unrecognized_cell .inner_cell a:hover {
  color: inherit;
  text-decoration: none;
}
@media (max-width: 540px) {
  div.unrecognized_cell > div.prompt {
    display: none;
  }
}
div.code_cell {
  /* avoid page breaking on code cells when printing */
}
@media print {
  div.code_cell {
    page-break-inside: avoid;
  }
}
/* any special styling for code cells that are currently running goes here */
div.input {
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.input {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
/* input_area and input_prompt must match in top border and margin for alignment */
div.input_prompt {
  color: #303F9F;
  border-top: 1px solid transparent;
}
div.input_area > div.highlight {
  margin: 0.4em;
  border: none;
  padding: 0px;
  background-color: transparent;
}
div.input_area > div.highlight > pre {
  margin: 0px;
  border: none;
  padding: 0px;
  background-color: transparent;
}
/* The following gets added to the <head> if it is detected that the user has a
 * monospace font with inconsistent normal/bold/italic height.  See
 * notebookmain.js.  Such fonts will have keywords vertically offset with
 * respect to the rest of the text.  The user should select a better font.
 * See: https://github.com/ipython/ipython/issues/1503
 *
 * .CodeMirror span {
 *      vertical-align: bottom;
 * }
 */
.CodeMirror {
  line-height: 1.21429em;
  /* Changed from 1em to our global default */
  font-size: 14px;
  height: auto;
  /* Changed to auto to autogrow */
  background: none;
  /* Changed from white to allow our bg to show through */
}
.CodeMirror-scroll {
  /*  The CodeMirror docs are a bit fuzzy on if overflow-y should be hidden or visible.*/
  /*  We have found that if it is visible, vertical scrollbars appear with font size changes.*/
  overflow-y: hidden;
  overflow-x: auto;
}
.CodeMirror-lines {
  /* In CM2, this used to be 0.4em, but in CM3 it went to 4px. We need the em value because */
  /* we have set a different line-height and want this to scale with that. */
  padding: 0.4em;
}
.CodeMirror-linenumber {
  padding: 0 8px 0 4px;
}
.CodeMirror-gutters {
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.CodeMirror pre {
  /* In CM3 this went to 4px from 0 in CM2. We need the 0 value because of how we size */
  /* .CodeMirror-lines */
  padding: 0;
  border: 0;
  border-radius: 0;
}
/*

Original style from softwaremaniacs.org (c) Ivan Sagalaev <Maniac@SoftwareManiacs.Org>
Adapted from GitHub theme

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul {
  list-style: disc;
  margin: 0em 2em;
  padding-left: 0px;
}
.rendered_html ul ul {
  list-style: square;
  margin: 0em 2em;
}
.rendered_html ul ul ul {
  list-style: circle;
  margin: 0em 2em;
}
.rendered_html ol {
  list-style: decimal;
  margin: 0em 2em;
  padding-left: 0px;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin: 0em 2em;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
  margin: 0em 2em;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
  margin: 0em 2em;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
  margin: 0em 2em;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  background-color: #fff;
  color: #000;
  font-size: 100%;
  padding: 0px;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: 1px solid black;
  border-collapse: collapse;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  border: 1px solid black;
  border-collapse: collapse;
  margin: 1em 2em;
}
.rendered_html td,
.rendered_html th {
  text-align: left;
  vertical-align: middle;
  padding: 4px;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget {
  float: right !important;
  float: right;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 21ex;
  text-align: right;
  font-family: monospace;
}
.shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
span.save_widget {
  margin-top: 6px;
}
span.save_widget span.filename {
  height: 1em;
  line-height: 1em;
  padding: 3px;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
  padding-top: 11px;
  padding-bottom: 3px;
}
#maintoolbar .navbar-text {
  float: none;
  vertical-align: middle;
  text-align: right;
  margin-left: 5px;
  margin-right: 0px;
  margin-top: 0px;
}
.select-xs {
  height: 24px;
}
.pulse,
.dropdown-menu > li > a.pulse,
li.pulse > a.dropdown-toggle,
li.pulse.open > a.dropdown-toggle {
  background-color: #F37626;
  color: white;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
 * of chance of beeing generated from the ../less/[samename].less file, you can
 * try to get back the less file by reverting somme commit in history
 **/
/*
 * We'll try to get something pretty, so we
 * have some strange css to have the scroll bar on
 * the left with fix button on the top right of the tooltip
 */
@-moz-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-webkit-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-moz-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
@-webkit-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
/*properties of tooltip after "expand"*/
.bigtooltip {
  overflow: auto;
  height: 200px;
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
}
/*properties of tooltip before "expand"*/
.smalltooltip {
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
  text-overflow: ellipsis;
  overflow: hidden;
  height: 80px;
}
.tooltipbuttons {
  position: absolute;
  padding-right: 15px;
  top: 0px;
  right: 0px;
}
.tooltiptext {
  /*avoid the button to overlap on some docstring*/
  padding-right: 30px;
}
.ipython_tooltip {
  max-width: 700px;
  /*fade-in animation when inserted*/
  -webkit-animation: fadeOut 400ms;
  -moz-animation: fadeOut 400ms;
  animation: fadeOut 400ms;
  -webkit-animation: fadeIn 400ms;
  -moz-animation: fadeIn 400ms;
  animation: fadeIn 400ms;
  vertical-align: middle;
  background-color: #f7f7f7;
  overflow: visible;
  border: #ababab 1px solid;
  outline: none;
  padding: 3px;
  margin: 0px;
  padding-left: 7px;
  font-family: monospace;
  min-height: 50px;
  -moz-box-shadow: 0px 6px 10px -1px #adadad;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  border-radius: 2px;
  position: absolute;
  z-index: 1000;
}
.ipython_tooltip a {
  float: right;
}
.ipython_tooltip .tooltiptext pre {
  border: 0;
  border-radius: 0;
  font-size: 100%;
  background-color: #f7f7f7;
}
.pretooltiparrow {
  left: 0px;
  margin: 0px;
  top: -16px;
  width: 40px;
  height: 16px;
  overflow: hidden;
  position: absolute;
}
.pretooltiparrow:before {
  background-color: #f7f7f7;
  border: 1px #ababab solid;
  z-index: 11;
  content: "";
  position: absolute;
  left: 15px;
  top: 10px;
  width: 25px;
  height: 25px;
  -webkit-transform: rotate(45deg);
  -moz-transform: rotate(45deg);
  -ms-transform: rotate(45deg);
  -o-transform: rotate(45deg);
}
ul.typeahead-list i {
  margin-left: -10px;
  width: 18px;
}
ul.typeahead-list {
  max-height: 80vh;
  overflow: auto;
}
ul.typeahead-list > li > a {
  /** Firefox bug **/
  /* see https://github.com/jupyter/notebook/issues/559 */
  white-space: normal;
}
.cmd-palette .modal-body {
  padding: 7px;
}
.cmd-palette form {
  background: white;
}
.cmd-palette input {
  outline: none;
}
.no-shortcut {
  display: none;
}
.command-shortcut:before {
  content: "(command)";
  padding-right: 3px;
  color: #777777;
}
.edit-shortcut:before {
  content: "(edit)";
  padding-right: 3px;
  color: #777777;
}
#find-and-replace #replace-preview .match,
#find-and-replace #replace-preview .insert {
  background-color: #BBDEFB;
  border-color: #90CAF9;
  border-style: solid;
  border-width: 1px;
  border-radius: 0px;
}
#find-and-replace #replace-preview .replace .match {
  background-color: #FFCDD2;
  border-color: #EF9A9A;
  border-radius: 0px;
}
#find-and-replace #replace-preview .replace .insert {
  background-color: #C8E6C9;
  border-color: #A5D6A7;
  border-radius: 0px;
}
#find-and-replace #replace-preview {
  max-height: 60vh;
  overflow: auto;
}
#find-and-replace #replace-preview pre {
  padding: 5px 10px;
}
.terminal-app {
  background: #EEE;
}
.terminal-app #header {
  background: #fff;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.terminal-app .terminal {
  width: 100%;
  float: left;
  font-family: monospace;
  color: white;
  background: black;
  padding: 0.4em;
  border-radius: 2px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
}
.terminal-app .terminal,
.terminal-app .terminal dummy-screen {
  line-height: 1em;
  font-size: 14px;
}
.terminal-app .terminal .xterm-rows {
  padding: 10px;
}
.terminal-app .terminal-cursor {
  color: black;
  background: white;
}
.terminal-app #terminado-container {
  margin-top: 20px;
}
/*# sourceMappingURL=style.min.css.map */
    </style>
<style type="text/css">
    .highlight .hll { background-color: #ffffcc }
.highlight  { background: #f8f8f8; }
.highlight .c { color: #408080; font-style: italic } /* Comment */
.highlight .err { border: 1px solid #FF0000 } /* Error */
.highlight .k { color: #008000; font-weight: bold } /* Keyword */
.highlight .o { color: #666666 } /* Operator */
.highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
.highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
.highlight .gd { color: #A00000 } /* Generic.Deleted */
.highlight .ge { font-style: italic } /* Generic.Emph */
.highlight .gr { color: #FF0000 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.highlight .gi { color: #00A000 } /* Generic.Inserted */
.highlight .go { color: #888888 } /* Generic.Output */
.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.highlight .gs { font-weight: bold } /* Generic.Strong */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.highlight .gt { color: #0044DD } /* Generic.Traceback */
.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #008000 } /* Keyword.Pseudo */
.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
.highlight .kt { color: #B00040 } /* Keyword.Type */
.highlight .m { color: #666666 } /* Literal.Number */
.highlight .s { color: #BA2121 } /* Literal.String */
.highlight .na { color: #7D9029 } /* Name.Attribute */
.highlight .nb { color: #008000 } /* Name.Builtin */
.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
.highlight .no { color: #880000 } /* Name.Constant */
.highlight .nd { color: #AA22FF } /* Name.Decorator */
.highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */
.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
.highlight .nf { color: #0000FF } /* Name.Function */
.highlight .nl { color: #A0A000 } /* Name.Label */
.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #19177C } /* Name.Variable */
.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
.highlight .w { color: #bbbbbb } /* Text.Whitespace */
.highlight .mb { color: #666666 } /* Literal.Number.Bin */
.highlight .mf { color: #666666 } /* Literal.Number.Float */
.highlight .mh { color: #666666 } /* Literal.Number.Hex */
.highlight .mi { color: #666666 } /* Literal.Number.Integer */
.highlight .mo { color: #666666 } /* Literal.Number.Oct */
.highlight .sa { color: #BA2121 } /* Literal.String.Affix */
.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
.highlight .sc { color: #BA2121 } /* Literal.String.Char */
.highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */
.highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
.highlight .sx { color: #008000 } /* Literal.String.Other */
.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
.highlight .ss { color: #19177C } /* Literal.String.Symbol */
.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
.highlight .fm { color: #0000FF } /* Name.Function.Magic */
.highlight .vc { color: #19177C } /* Name.Variable.Class */
.highlight .vg { color: #19177C } /* Name.Variable.Global */
.highlight .vi { color: #19177C } /* Name.Variable.Instance */
.highlight .vm { color: #19177C } /* Name.Variable.Magic */
.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
    </style>
<style type="text/css">
    
/* Temporary definitions which will become obsolete with Notebook release 5.0 */
.ansi-black-fg { color: #3E424D; }
.ansi-black-bg { background-color: #3E424D; }
.ansi-black-intense-fg { color: #282C36; }
.ansi-black-intense-bg { background-color: #282C36; }
.ansi-red-fg { color: #E75C58; }
.ansi-red-bg { background-color: #E75C58; }
.ansi-red-intense-fg { color: #B22B31; }
.ansi-red-intense-bg { background-color: #B22B31; }
.ansi-green-fg { color: #00A250; }
.ansi-green-bg { background-color: #00A250; }
.ansi-green-intense-fg { color: #007427; }
.ansi-green-intense-bg { background-color: #007427; }
.ansi-yellow-fg { color: #DDB62B; }
.ansi-yellow-bg { background-color: #DDB62B; }
.ansi-yellow-intense-fg { color: #B27D12; }
.ansi-yellow-intense-bg { background-color: #B27D12; }
.ansi-blue-fg { color: #208FFB; }
.ansi-blue-bg { background-color: #208FFB; }
.ansi-blue-intense-fg { color: #0065CA; }
.ansi-blue-intense-bg { background-color: #0065CA; }
.ansi-magenta-fg { color: #D160C4; }
.ansi-magenta-bg { background-color: #D160C4; }
.ansi-magenta-intense-fg { color: #A03196; }
.ansi-magenta-intense-bg { background-color: #A03196; }
.ansi-cyan-fg { color: #60C6C8; }
.ansi-cyan-bg { background-color: #60C6C8; }
.ansi-cyan-intense-fg { color: #258F8F; }
.ansi-cyan-intense-bg { background-color: #258F8F; }
.ansi-white-fg { color: #C5C1B4; }
.ansi-white-bg { background-color: #C5C1B4; }
.ansi-white-intense-fg { color: #A1A6B2; }
.ansi-white-intense-bg { background-color: #A1A6B2; }

.ansi-bold { font-weight: bold; }

    </style>


<style type="text/css">
/* Overrides of notebook CSS for static HTML export */
body {
  overflow: visible;
  padding: 8px;
}

div#notebook {
  overflow: visible;
  border-top: none;
}@media print {
  div.cell {
    display: block;
    page-break-inside: avoid;
  } 
  div.output_wrapper { 
    display: block;
    page-break-inside: avoid; 
  }
  div.output { 
    display: block;
    page-break-inside: avoid; 
  }
}
</style>

<!-- Custom stylesheet, it must be in the same directory as the html file -->
<link rel="stylesheet" href="custom.css">

<!-- Loading mathjax macro -->
<!-- Load mathjax -->
    <script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS_HTML"></script>
    <!-- MathJax configuration -->
    <script type="text/x-mathjax-config">
    MathJax.Hub.Config({
        tex2jax: {
            inlineMath: [ ['$','$'], ["\\(","\\)"] ],
            displayMath: [ ['$$','$$'], ["\\[","\\]"] ],
            processEscapes: true,
            processEnvironments: true
        },
        // Center justify equations in code and markdown cells. Elsewhere
        // we use CSS to left justify single line equations in code cells.
        displayAlign: 'center',
        "HTML-CSS": {
            styles: {'.MathJax_Display': {"margin": 0}},
            linebreaks: { automatic: true }
        }
    });
    </script>
    <!-- End of mathjax configuration --></head>
<body>
  <div tabindex="-1" id="notebook" class="border-box-sizing">
    <div class="container" id="notebook-container">

<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p><a href="index.html">&larr; Back to Index</a></p>

</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
Steve Tjoa's avatar
Steve Tjoa committed
11787
<h1 id="Magnitude-Scaling">Magnitude Scaling<a class="anchor-link" href="#Magnitude-Scaling">&#182;</a></h1>
Steve Tjoa's avatar
Steve Tjoa committed
11788 11789 11790 11791 11792 11793 11794 11795 11796 11797 11798 11799 11800 11801 11802 11803 11804 11805 11806 11807 11808 11809 11810
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Often, the raw amplitude of a signal in the time- or frequency-domain is not as perceptually relevant to humans as the amplitude converted into other units, e.g. using a logarithmic scale.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>For example, let's consider a pure tone whose amplitude grows louder linearly. Define the time variable:</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
Steve Tjoa's avatar
Steve Tjoa committed
11811
<div class="prompt input_prompt">In&nbsp;[3]:</div>
Steve Tjoa's avatar
Steve Tjoa committed
11812 11813
<div class="inner_cell">
    <div class="input_area">
Steve Tjoa's avatar
Steve Tjoa committed
11814
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">T</span> <span class="o">=</span> <span class="mf">4.0</span>      <span class="c1"># duration in seconds</span>
Steve Tjoa's avatar
Steve Tjoa committed
11815
<span class="n">sr</span> <span class="o">=</span> <span class="mi">22050</span>   <span class="c1"># sampling rate in Hertz</span>
Steve Tjoa's avatar
Steve Tjoa committed
11816
<span class="n">t</span> <span class="o">=</span> <span class="n">numpy</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">T</span><span class="p">,</span> <span class="nb">int</span><span class="p">(</span><span class="n">T</span><span class="o">*</span><span class="n">sr</span><span class="p">),</span> <span class="n">endpoint</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
Steve Tjoa's avatar
Steve Tjoa committed
11817 11818 11819 11820 11821 11822 11823 11824 11825 11826 11827 11828 11829 11830 11831 11832 11833 11834
</pre></div>

</div>
</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Create a signal whose amplitude grows linearly:</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
Steve Tjoa's avatar
Steve Tjoa committed
11835
<div class="prompt input_prompt">In&nbsp;[4]:</div>
Steve Tjoa's avatar
Steve Tjoa committed
11836 11837
<div class="inner_cell">
    <div class="input_area">
Steve Tjoa's avatar
Steve Tjoa committed
11838
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">amplitude</span> <span class="o">=</span> <span class="n">numpy</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="nb">int</span><span class="p">(</span><span class="n">T</span><span class="o">*</span><span class="n">sr</span><span class="p">),</span> <span class="n">endpoint</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> <span class="c1"># time-varying amplitude</span>
Steve Tjoa's avatar
Steve Tjoa committed
11839 11840 11841 11842 11843 11844 11845 11846 11847 11848 11849 11850 11851 11852 11853 11854 11855 11856 11857 11858 11859 11860 11861 11862 11863
<span class="n">x</span> <span class="o">=</span> <span class="n">amplitude</span><span class="o">*</span><span class="n">numpy</span><span class="o">.</span><span class="n">sin</span><span class="p">(</span><span class="mi">2</span><span class="o">*</span><span class="n">numpy</span><span class="o">.</span><span class="n">pi</span><span class="o">*</span><span class="mi">440</span><span class="o">*</span><span class="n">t</span><span class="p">)</span>
</pre></div>

</div>
</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Listen:</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">

<div class="output_wrapper">
<div class="output">


<div class="output_area">

Steve Tjoa's avatar
Steve Tjoa committed
11864
<div class="prompt output_prompt">Out[5]:</div>
Steve Tjoa's avatar
Steve Tjoa committed
11865 11866 11867 11868 11869 11870 11871 11872 11873 11874 11875 11876 11877 11878 11879 11880 11881 11882 11883 11884 11885 11886 11887 11888 11889 11890 11891 11892 11893



<div class="output_html rendered_html output_subarea output_execute_result">

                <audio controls="controls" >
                    <source src="data:audio/wav;base64,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" type="audio/wav" />
                    Your browser does not support the audio element.
                </audio>
              
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Plot the signal:</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
Steve Tjoa's avatar
Steve Tjoa committed
11894
<div class="prompt input_prompt">In&nbsp;[6]:</div>
Steve Tjoa's avatar
Steve Tjoa committed
11895 11896
<div class="inner_cell">
    <div class="input_area">
Steve Tjoa's avatar
Steve Tjoa committed
11897
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">librosa</span><span class="o">.</span><span class="n">display</span><span class="o">.</span><span class="n">waveplot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">sr</span><span class="o">=</span><span class="n">sr</span><span class="p">)</span>
Steve Tjoa's avatar
Steve Tjoa committed
11898 11899 11900 11901 11902 11903 11904 11905 11906 11907 11908 11909
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

Steve Tjoa's avatar
Steve Tjoa committed
11910
<div class="prompt output_prompt">Out[6]:</div>
Steve Tjoa's avatar
Steve Tjoa committed
11911 11912 11913 11914 11915




<div class="output_text output_subarea output_execute_result">
Steve Tjoa's avatar
Steve Tjoa committed
11916
<pre>&lt;matplotlib.collections.PolyCollection at 0x111179198&gt;</pre>
Steve Tjoa's avatar
Steve Tjoa committed
11917 11918 11919 11920 11921 11922 11923 11924 11925 11926 11927 11928
</div>

</div>

<div class="output_area">

<div class="prompt"></div>




<div class="output_png output_subarea ">
Steve Tjoa's avatar
Steve Tjoa committed
11929
<img src="data:image/png;base64,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
Steve Tjoa's avatar
Steve Tjoa committed
11930 11931 11932 11933 11934 11935 11936 11937 11938 11939 11940 11941 11942 11943 11944 11945 11946 11947 11948 11949 11950
"
>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Now consider a signal whose amplitude grows exponentially, i.e. the logarithm of the amplitude is linear:</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
Steve Tjoa's avatar
Steve Tjoa committed
11951
<div class="prompt input_prompt">In&nbsp;[7]:</div>
Steve Tjoa's avatar
Steve Tjoa committed
11952 11953
<div class="inner_cell">
    <div class="input_area">
Steve Tjoa's avatar
Steve Tjoa committed
11954
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">amplitude</span> <span class="o">=</span> <span class="n">numpy</span><span class="o">.</span><span class="n">logspace</span><span class="p">(</span><span class="o">-</span><span class="mi">2</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="nb">int</span><span class="p">(</span><span class="n">T</span><span class="o">*</span><span class="n">sr</span><span class="p">),</span> <span class="n">endpoint</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">base</span><span class="o">=</span><span class="mf">10.0</span><span class="p">)</span>
Steve Tjoa's avatar
Steve Tjoa committed
11955 11956 11957 11958 11959 11960 11961 11962 11963 11964 11965 11966 11967 11968 11969 11970
<span class="n">x</span> <span class="o">=</span> <span class="n">amplitude</span><span class="o">*</span><span class="n">numpy</span><span class="o">.</span><span class="n">sin</span><span class="p">(</span><span class="mi">2</span><span class="o">*</span><span class="n">numpy</span><span class="o">.</span><span class="n">pi</span><span class="o">*</span><span class="mi">440</span><span class="o">*</span><span class="n">t</span><span class="p">)</span>
</pre></div>

</div>
</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">

<div class="output_wrapper">
<div class="output">


<div class="output_area">

Steve Tjoa's avatar
Steve Tjoa committed
11971
<div class="prompt output_prompt">Out[8]:</div>
Steve Tjoa's avatar
Steve Tjoa committed
11972 11973 11974 11975 11976 11977 11978 11979 11980 11981 11982 11983 11984 11985 11986 11987 11988 11989 11990 11991



<div class="output_html rendered_html output_subarea output_execute_result">

                <audio controls="controls" >
                    <source src="data:audio/wav;base64,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" type="audio/wav" />
                    Your browser does not support the audio element.
                </audio>
              
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
Steve Tjoa's avatar
Steve Tjoa committed
11992
<div class="prompt input_prompt">In&nbsp;[9]:</div>
Steve Tjoa's avatar
Steve Tjoa committed
11993 11994
<div class="inner_cell">
    <div class="input_area">
Steve Tjoa's avatar
Steve Tjoa committed
11995
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">librosa</span><span class="o">.</span><span class="n">display</span><span class="o">.</span><span class="n">waveplot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">sr</span><span class="o">=</span><span class="n">sr</span><span class="p">)</span>
Steve Tjoa's avatar
Steve Tjoa committed
11996 11997 11998 11999 12000 12001 12002 12003 12004 12005 12006 12007
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

Steve Tjoa's avatar
Steve Tjoa committed
12008
<div class="prompt output_prompt">Out[9]:</div>
Steve Tjoa's avatar
Steve Tjoa committed
12009 12010 12011 12012 12013




<div class="output_text output_subarea output_execute_result">
Steve Tjoa's avatar
Steve Tjoa committed
12014
<pre>&lt;matplotlib.collections.PolyCollection at 0x1111cdfd0&gt;</pre>
Steve Tjoa's avatar
Steve Tjoa committed
12015 12016 12017 12018 12019 12020 12021 12022 12023 12024 12025 12026
</div>

</div>

<div class="output_area">

<div class="prompt"></div>




<div class="output_png output_subarea ">
Steve Tjoa's avatar
Steve Tjoa committed
12027
<img src="data:image/png;base64,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
Steve Tjoa's avatar
Steve Tjoa committed
12028 12029 12030 12031 12032 12033 12034 12035 12036 12037 12038 12039 12040 12041 12042 12043 12044 12045 12046 12047 12048 12049 12050
"
>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Even though the amplitude grows exponentially, to us, the increase in loudness seems more gradual. This phenomenon is an example of the Weber-Fechner law (<a href="https://en.wikipedia.org/wiki/Weber%E2%80%93Fechner_law">Wikipedia</a>) which states that the relationship between a stimulus and human perception is logarithmic.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
Steve Tjoa's avatar
Steve Tjoa committed
12051 12052 12053 12054 12055 12056 12057 12058 12059 12060
<h2 id="Spectrogram-Visualization:-Linear-Amplitude">Spectrogram Visualization: Linear Amplitude<a class="anchor-link" href="#Spectrogram-Visualization:-Linear-Amplitude">&#182;</a></h2>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Let's plot a magnitude spectrogram where the colorbar is a linear function of the spectrogram values, i.e. just plot the raw values.</p>

Steve Tjoa's avatar
Steve Tjoa committed
12061 12062 12063 12064 12065
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
Steve Tjoa's avatar
Steve Tjoa committed
12066
<div class="prompt input_prompt">In&nbsp;[10]:</div>
Steve Tjoa's avatar
Steve Tjoa committed
12067 12068
<div class="inner_cell">
    <div class="input_area">
Steve Tjoa's avatar
Steve Tjoa committed
12069
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">x</span><span class="p">,</span> <span class="n">sr</span> <span class="o">=</span> <span class="n">librosa</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="s1">&#39;audio/latin_groove.mp3&#39;</span><span class="p">,</span> <span class="n">duration</span><span class="o">=</span><span class="mi">8</span><span class="p">)</span>
Steve Tjoa's avatar
Steve Tjoa committed
12070 12071 12072 12073 12074 12075 12076 12077 12078 12079 12080 12081 12082
<span class="n">ipd</span><span class="o">.</span><span class="n">Audio</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">rate</span><span class="o">=</span><span class="n">sr</span><span class="p">)</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

Steve Tjoa's avatar
Steve Tjoa committed
12083
<div class="prompt output_prompt">Out[10]:</div>
Steve Tjoa's avatar
Steve Tjoa committed
12084 12085 12086 12087 12088 12089 12090 12091 12092 12093 12094 12095 12096 12097 12098 12099 12100 12101 12102 12103



<div class="output_html rendered_html output_subarea output_execute_result">

                <audio controls="controls" >
                    <source src="data:audio/wav;base64,UklGRkRiBQBXQVZFZm10IBAAAAABAAEAIlYAAESsAAACABAAZGF0YSBiBQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAP//AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAA/////wAA//////3//f//////////////AAAAAAEAAwADAAQABAAEAAQABAAEAAQAAwAAAP///f///////f/8//n/+v/8///////9//z//f8AAAMAAwABAAAAAAABAAMAAwADAAAA/////wAAAQADAAMAAQAAAAAAAwAGAAcABAABAP//AAADAAMAAAD8//n/+v/8//3/+v/3//f/+f/9//////8AAAEAAQADAAQABAAEAAMAAwADAAMAAwABAAEAAAD//////////////f/9////AAABAAAA//8AAAMABAAEAAMAAAAAAAEAAwADAAEAAAD///3/AAABAAAA/////wAAAAAAAAAAAQADAAAA/////wMAAwD9//b/9P/8/wMABAABAAEAAwABAAEABAAEAPz/9P/0//z/AwAEAAAA//8EAAYAAwABAAMAAwADAAEA//8AAAQAAAD5//3/BwAGAAEA///5//n/AQAHAAMA///6//f//P8HAAYA9v/t//T//f8AAP//+f/2////AwD9//z//f///wQACgABAPr///8AAAEACQAKAP///P8DAAEA9P/u//T/+f/9//3//P///wQAAQD//wMADQASAAkA/f///woADQAMAA0ACQABAP//BgATAAwA9v/0/wcAEAAKAAMA/f/9/wEACgAWABAA9v/q//r/DAAPAAQA+f/5//3//P/9/wAAAwAHAAQA9v/x//r/AwAHABIAEwABAPH/9P/8/wAADAAKAPn/9/8GAAYAAQABAPn/AAAVABYACgAMAAoAAAAHABwAIQAPAAEACQASAAoABAABAAAABwAAAOr/+f8ZABIA+v///wMA+v/8/wcACQD///3/BwAQABMAEAAEAPr//f8AAPz///8HAAkAAwADAAYA+f/c/9f/8f8EAA0ADAD8/+v/7f/0//z/+f/t/+7/9//w/+v/9/8DABgAGwD2/+v/HwA8ABgA6v/e//P/FQAnABwABgD3//P//f8tAHAAcQAtAAYAFQAqACwAIQAZABMA9v/X/9//7f/e/77/p/+y/9H/4v/2/w8AEAAQABgAGAAYANv/7v+KAoMH4QkhBpj/U/yg/mMDhgV6A3MAe/8pAM4A8QDHAAQAi/6G/fb9Af9j/wP/Wv7B/W/9T/1M/XP9nv2P/TP9sfyO/CT9B/6O/mn+9P0K/rX+1/4r/v79y/5T/4j+Q/0U/f79rv6L/vH9WP0S/QD97vxY/Sj+IP4v/c78fP2A/l7/yP+Z/zv/LP+N/zwAwwC2AEIA6//n/xwAVQBuAHQAcABoAGEAZQCfACIBrAH+ASICRAJrApECqAK/AugCDgP8ArMCagI7AvUBaAG0AD8AQgCHAJkASgD0/wYAcwDIAMcAugAPAaABwQEuAXYAcABFAU0CwgKEAgwCwQGbAYMBfQGGAZEBrQHyAVEClwKBAgICfgF3AQwC4gKDA8ADxwPYA/sDEAQZBDkEegSlBIUELQTsA94D1QOaAz4DFAM0A1oDOgPpAs4CFQNvA10DxgIcAtkBCQJEAi8C1QGOAZ4B/gFcAmsCDwJ0AegAnwCNAHMAMwD3//f/IQATAHX/b/6k/Yf94f0C/oL9qfwl/Dz8gPxF/Eb75/nP+Ff4Zfim+NT4xvhr+Nb3RPcM92H3JPjv+Ff5PfnX+Hr4V/hf+GP4Wfhr+MX4TPmM+Rv5Efge9wX34vcR+bD5h/k3+Yz5rvrn+0v8ovuc+j36+vpg/IL9v/0p/WD8/vsW/Dz88fsh+zD6tfnu+ZT6EvsX+8v6r/oa++X7nfz0/Ar9UP0N/hX/7v8+AAoAq/9//7P/OADoAJ0BNQKQApMCSgL/ASEC7gIrBD4FngVDBaMEUwSRBDIF1gU8Bl8GWQY4BtgFAAWhAxMCCwEvAZ8CswRFBmEG4ASXAukA6wCcAuMETQYPBo0EBQOtAtkDwwX4BnYGhwSzAogCMwQ/BuUGoQWtA80CwAPHBXAH0wcVBxIGpAUxBoQH5giTCUQJcQjwBzcICQnTCU0Kgwp8CvMJ0giVBxcHzAcxCRkKqgklCNQG6QZcCNkJ+wmACFwGsAQEBGgErQUrB7YHlgaCBCwDdQNuBJcEqQOnAmECgQI8AnsBwgBSAPn/m/9v/4T/Z/+g/kn9//tK+0n7zft6/LL82Pvu+dn3vfb/9uv3cPjz96P2JvUo9A/0yfTk9dn2Xfd19y/3l/YC9g32Avc3+H/4Vfea9aD03PSp9Uv2qPbp9u/2iPb59bj1yvXM9Yn12vQL84Hvz+sP7FLz+v4IB8gEhvkV7kjrnPK7/VcEsAKP+0D1U/RL+Mv85P2K+/f4Evne+/3+IQDa/p38j/ui/HT+lf7R/LH8JALbC0ASBQ4YACryhe4g94oEyQw7C/wCGPvF+BP88AAcA44Bn/4+/QT+uP6u/NX30/OH9Un+KQnhDQgI7vuH86r1BgCtCW8LpwW4/qn8WAACBmMJQQmJB7YGoAdpCbcKnQrcCCQGGwRBBFMGVAi5CB8ICghdCGYHywT3AlYEtgf3COQFYwERAdAH5hIFHMMdOReJDD4E3QLSB1MOdhG7DyYL8gZDBTgGJQjfCKAHvAXgBMsE3AMNAuABAgXVCFkIGwIE+0X6swJ1EO4bSR7XFOYCOPF16Y/vrv4MDe8Siw4GA+/1Je187A7zN/vs/q78C/iM9a72nPm/+zz8pfxV/3YEXAgPBt382vIq8PX2wABBBMT9S/JS627v9/woCoQLQf0P6FPbdeDa8lsEVwncAO/y9uib54ntofWc+hv6ZvWv767rx+oy7cbxtvUN9kvyVe0I68LsVfAi8i3wpus46D/pue699Ln2lfNr7jHrfeuo7orzzPgn/IP7fvfE873zQPc++xX9cfx9+on44feb+X/9TgEJAk3+sPf48cjwIvVz/JQCKQXJBJ8CV/4q+Er0wvj+BWcTlxZODuoDOwEMB7QO1BJ+E6YSIxAOCy4FqwIBBkQNZBPIE7kNmgVuAhYI0hKKGeUVYAoNAKz+6Ab+Em0bqhu6FGUMwggAC3YOuQ2iCHoEPAZTDUwU/xWHEaEJEQFr+OPvueru7vT+WBOXHawUcP8W8IDzXQWIFUwYSBA6CVsLchRrG/8YmA3RANL7cAIgECcbGxxGE1UHNf8M/b7+8wF6BqUMgxJ4FBsRcAszCMAIpAmCBg//2fe89iX+qAoxFBITWgb/9fHsqe/C+Fb/sv+V/G35OPaz8UPtSexC8OL2tfvU+hrz7+ec4BHjnu1+9yD5QfOR7BDqPuxc8tz7+gQrBqX7P+yB5HXprPO3+K72ZPOw8j/yqu/t7Yzx9PiZ/Gn3Pe3D55vtdvyJCrkNgQP780nsTPOQAqQLqgWq9f3oTejD8EH5yPvp+LPzce1V5pLgC+Aw5jrvoPR68lvqieEw3dzfxegq9J/8tv369svs5+Xb5ofusPYb+YP1U/IH9kb/RgV3Aan3dvJ39ysBjwXlAGj4tvME9l39ewUICpwIPQPt/wID4gmoDa8LGAkaDLkTDxlYGKgVHBeyHDQgvRwNFDYM2wlpDWYUnRtVIDohJx9aHOUZ0RUdDWoANvZC9lsBKA5REH0EgPQB7qX0dv6x/gzzfOWg4R7qKPhaA38IdgnFCLQGmgLQ/Tr8NQGpC7EVzxhkE3YKBQbmCikXqSMjKdskwxmVDaUEagAUAdYGQhCnGHIaPxR8CtwCwf5g+1X3v/X/+VgB2APj/NjxM+4t+IcJmxR8EUUG0AF/DUkkkzd8PDg01yi9I7cnDzLuPcVF+kMcNrYgrg5BCswUlSQdK90fHgcp7wflX+pv9fv6DvgP8qvuae2h6V3hSNji00jWV91X5QrrP+zi6DrktONf6q70yvnf8jTindIazyPaLOzi+Z38hfab72Xuy/J397X3svNo7xPusO8g81f55AMKELcVaw5S/dzut+5h/XYPkRdsEYsEvfwbAHwLLRc4HuogFCEuHgoXpQ5nC1sPcBMSDw4FWwS8F2w1fEMGMNwEMeFv3rH6TxybKBYY9Phf4SHe+upA+Zz94vdD70DpjuW/4Une9d3r4O3i7t8Q2ZbTi9Nx2GfeSuGo3x3cdNvu3/jl2Oaz38jVUdJw2QDmpe4S7iDm59yM2ODbjuPT5hXf5tAxy0XZtPRhB/T+Td9ewXG+5NqTArQYig2+6frGZrsPyQngve+l9Jj1Bfjp+gv8uPzo/bn6Q+292nLVL+xeFwY7bD40IsH/jfOlBqwpb0P1RIQymhyBERkUCB6MKFcxcDdPN/Mt5R4HE28PmQ+yCpH+sPM19fUEHBjJH4UVcADe79DvcP/UEO0TcwQk7tDihuvwATcWMhuFDxT+s/WN/XoO0xffDTD2tuRE6rEEfiBdKZkZcPzu5F3hlPIzDHodfhxHCyr0JuJy3Nrlb/v2EdQZcwwW9rns3vmcD54WkQYj75noV/wyHI4vYSgNDqb2b/XFC14oCDbULOgVpwCw9kT5WwUcFssk0CqcJssdJRggGB8ZRRXoC0ECJP8rBrsULyLZJCAaXArxAhoL4h1VLncx4CUsFKMIpQqtF48l9iqYJzIk3ihMM4A3uyoiDkLwp+QY9ukbdDyIPvIdtPAO1grdhvmCEU4UVARw7kTdmdWa2Ljj0+6h7+3iV9LWzezcJPYcBrD/nObjzAjGDdmZ+kkUOxUE/ybkRdnd5UoAaxZ9Gl0LPPQB5Z/n+/hTC60RkQrH/4r7Q/+LBEAF1ABB+434mfkk/DL9dvvJ9xn0a/JO9Gb6TAMQCowHvfjZ5MbZfd+X73L7wvp180zzoAGsFpwgwxJF8j/VUNPA8VscSDS0KRUIoOmW4O7sZAPKGMUlayW6FqsAmvDz7yT7wASiAm33de/x9EIGHBZCFTb/ud9wy3HQZutLCtMZVhKY+zDmUuD87LQCSBKqEV0DkvPx7OPvk/Tz89Pt2Ocj6FzwP/xHBHQCE/b+5BvZA9q/5qb1L/uW8v7h+NYp3Izv3QJBB7P5HOUM2Sjdd+sC9jfzTOam3IPigfeZDDsPBfqC27zKvtON7tsHDRF6CJj1k+G01JXWE+qHBgwZWRKs9SbYA88S3fzwrfXR5e/Qh81m5NAHVB54F8L4kdhOzHzZT/V5D1IclBhdCVT6uPcBBiYe7jLrOto2Hy9CK/orzSzqKRQkYyDQJKUyA0NSSgxByyntD9AArQNMFK8kjSZvFpn/HPT//bYV+idNJrcSdvyo8u74tQXACs8BBfPw7Xz6YhBMHsUZ+Af19ifwCfMX+xkG3BF+Fw0Pwvl35Ybi0/TsDrYcRhQK/vDsne3E+5EGGACN6sfXXtrM9AkWuSbKGqr5wdhPzXXeawCQHC4hvg3l8pTltu5YBXcY+B14GAwR3A00DpYNdQnVA9EA4ALfCQ4Uhh5RJakkHxuzC+f9tvnXAL8LPQ9ZBin3GO6E8zMEgRNFFhgN7QNtBpYTJx0QFVv9l+kY7lYMhDA2QkY3pBj3+CfoOewlALsWFiF1F2z/F+l64/rw1QWLESwLvPdK5s7j4e+//Fr7guhZz1bAicWS3K/4NwoaB+zwaNW2xpzOq+Zj/fUDpfgn5srabN4Y7sL/XAojC+kEa/yz9ZXzVPdt/zgH+wmZBwYFZQbKCbwJhATr/jn/RAaYDYwM2f+a7f7hBuZb97wIlAx+AefzhvEj++wDBv887HjXQs691hLuGAuAIcUlwhNk9DPbANoi82gWUiwRJ3kMXfFo6eX3aQ6tGqYWBwxBCXsTXiIzKLYdYQeh8e7oEfOwC8UlwDLkK4MWy//i89r2gQP0D3sUJhCGCA4FNAnIEd8XDBfBEEoKTgjHC0ERhRIeCzr9pvEX8SX88AmND5YJqP66+DD8oATUCCICUfKa4xnhe+xB+1sA/fjl7nHtvPWa/vv+R/Z16krh1N2W4kzxPwZGFkUVwABb5CTT7tkC9Z8RsBtWDYfzC+NI5+f5Xwp7DaEFov2c/QwF5gw4DU4Cbu+x3efWJd+U8R8DpAl6AonzeOZe4hPovPKt++H+j/xh91/yd/Dw83n8XAZJDZQQBhQ7G9EjjyWAGo0HivtUA1odVzjLP/YswQ0T+kP/VBScIu8aJgMd79zsLvhDAff97PJ/7FjxD/3HBdkETfrh6qfc59QA19PikPMGARMEZ/v67J/iWuP+7fP5XP51+Ubxru3M8R76qv+P/TL1E+6L8Jz+PBDAF8wM3fR74DHexO70BDAQEQkt9tLlT+K06qr1cPpk9y7xC+2Y7JruFvLl9tj7rv74/rn/mQQnDXYTfRAgA43zR+6M+UUOfhwbGZwIj/vD/pgOGRupGD4LhADZAM0HoArJA5j3NO//8Er9rQ9UIcsqxCYLFl0B//WT/VEWGzJ1P/c2xSEKEqUTviKKMP8wYCQmFeENWBFbGgUhACBiF00MrAWzBy0RMRxfIb0bmQsM92PnFeTQ7Vj99Qe9Bgz76uxQ5WboAvPF/AX+vvU+6qbj7eQp6oDtqe0P7z72gAGvCCIEvfSF5ffjMPRgC5QXag8X+wnt5vB7ASYPFA/NAw74sPNw9jT7Wf2C+ifyYOYT3RveS+2uBGUVIxFU9jHUPcEryn/ngwMeDLAAEPD36Vjy5gA6CtoIy/8p90T2vv4hCwgSpgxI/Ijqg+PP7bYFrR51KiAiKgse9HLqdfF4ARAPbBNkD6UInQQxBU0I8glXB0UBrftj+qj9ugEZArz9mvj6+LcBHQ4oFDcNrf2g8tD1UQNpDN4Fe/PY5L/m9veEC5oUAhAyBG76CPgF/FEBzgJC/hL1g+s557PstvsPDSoVAgy59Efd8tT24B75aQ51FegM9/xP8WDxe/uZBvUJfQR8/Xj93gVQD0AQqgVh9krubfVPCd8dDSZtHcUKgfm88OfvsPIt9vv5gf2P/qn7zvZN9FH2UPqn+xf5JPcF/MoHShE9Dan6pefn5k3+eh9gM3UuRRpMC+cN/xyLKVwp+B6KFYkWJiLpL+o1UzCAI90XkxPTFr0cEx/8GfMNLACF+JT8ogqTGfAeZRZ/BBTzmer97An1bfrc9xfvmudt6Jjxg/tk/RX18+it4rTnz/T5/3z/zfHM39XWpN7l8uUF1Qoy/+Pr1N2s3JDmrfLZ99fyAOhw3//edeb17/Dzje4Q4xra6tq15FDu+e314pbXLNgu57X60AXQA9X6sPQh9h38SwAw/3f6ivbM9rX7CwNdCZgLYAgyAQP7gvyxCI4ZnyEUFqP5at1P1XDowgrXJakpkRdh/2ryRPcAB7UUdBhJFCgQ/xGQGfgh7CXxIlgabxCTCmkMARUoHgYgGRdsByL6YfffAKMQ0xxdHmEVOQhG/t76sPtd+2r2qO4J6lXtGvdz/y7+2vKy5rDksO7v+ib9NfIT46DchuT/9HEC3AQS/dTyqu4S9If/kgmXDLQI1wLNAIkFWA9oGBQa1hF3BBT8xwATEfMgDiI1D37xrdpL2Yfuywx4IGcdPgcS7ujhV+e79ZL/fv0G80PqY+vD9vcEHgwmB/n53e7d7jH7pgzjGDYZcQ5s/z700/FK+NwDPg8rFhMXUBMZDrUKRQoaCwwLlgqxDNUStxloG2sVhQxSCf0PMxsIIJ8XlgW29enyqf6VD7QYyxMiBmP7nPs6BXwPVhIxDJcBi/jF9ML2K/zLAMIAkPtE9erz1fpEBykRJRCkAbTrBtq61kvj+/aUBLADJfaM5ajb+duc4mro1OhQ5YPjy+e98L/3mvZv7W7j9uCC6Oj0Av70/rT4BvC16TDohutb8l36qwAvAwYCQ/+4/DP69vVo7/3oEOfK6zz08PkI+HHvn+YQ5crtv/wyCb8LewOg9ibueu/j+FQDSAjABoAD1wRHDRMZ2SCKH/wW2g5xDscWwyFdJ08kwRyRGJgctiZXLygvmCQ4FakJJgfkCzwRfxFODDAGHAQxBwoMxQ2ZCWgA7PWf7k/ta/Eg95j5HPZl7ibobOnf84sCfwzLCtv95u265QPrJfoRCesOUQqRAdH8Tf9PBWsIpwXX/3H8UP4iA6oFmgK2+1z23fbL/GwDrAUSAmD7mvWd8qfxm/HG8iH2fPs/AdgFBglGCz0MgAp9BV7/NvzF/tIFlgzwDToIDP8X+XL7jwVyEdEXJxW1C1IBD/s3+oX8jv58/lP95/3gAWwHXQoHCCQCnP03/oQDtglWDdkN6QwaDNwLQwy8DYMQmROuFJ4RnArlAsX+GQClBP4HlQcDBVAEoQevDJgOXAqMAfH4ivRk9Kv0IvFZ6eDhzeAY6Onyt/gT9F3nG9sS1zjcfORH6NzkdN5I3B7i4uxm9ab2hvE666voYuvG8QP5U/5w/8T73PX98oD3twJfDqkS6wty/V3vBekh7EH08frI/C37yvli+mn7XPr39pjzrfJb9L/29ve49zf3v/eJ+Y/7svz7/N/9AAFWBowLpw2kC08HoQOOAmEEfwgEDoET4BZrFoMSKA41DWkRoRglHhEegxjuEeoPzxScHS8k9yM/HaQUWQ9KDwMSBBOHD6kIgQL0ANoEmQstEe8S4xAODdgJqAg6CeQJowhxBE3+G/lB+GP94wZmEEIVMBNyC8kBQvou93n4NvzF/x8Bwf/X/CT6ffge9630EvFV7iLvB/Qz+mz92Pvr91n2qvnC/8EDmgLu/WP6D/uF/moA3v1c+If0AvZZ/KcD9QfrB7QE9P+F+gb18PAV8KjyC/Z/9nPyROxM6BnpSe0L8X3x9u5H7APsNu6l8Brxre/A7o7wpfQQ+Gv4yPYx9978qQYkD9IQ8Qq0ApL/dAWPEacc7yBkHgIawxhLGxseVx04GBcR5QorB/gF3wZSCQUMxQytCQ8DC/yr+LL6mf/wAZL9S/PT6Jnk3Ogl8kj6Ef3G+uD2s/QF9T72g/ak9Tj1APcE+1n/ngHxAGX+2/t6+hz65Pk9+VP42/dK+DT5c/k6+B726/T59XP4eflu9o7vUugZ5cnncO799I74XfnB+Wr7yP0Q/6D+8P34/rgBzQPFAvX+sPtQ/NMApAUAB8YE3AJ7Be8MzxSTFz8T9QpCBN0CdwbWC60PjxD0DiUMgQlNCH4JFQ3BEVkVQxaeFDASExEtEqwU9RYJGC4YWxgKGWsZ6xfCEyoO3wkLCUwL5Q1LDssMYAxnD28UphbcEYoG8fkt8prxlvU7+WP5cPbm8qfwp+/R7nvtz+sg6pPor+ei6D7scfFj9ar1mvJ77yHw3/Va/g8FfAaNApf85fjM+Xz+PgTXCKEL+gwMDXUL8wcSAzD+pvok+Yz5UvvK/RIAHwEJALH8Dvjb86nxDPJk9Fj3XfkO+Y31P+9n6MTkWefS7+f5CgB2/xv6tvT/8kT1/vhE++P6yfgL92/3j/qe/98EdggaCcsGHQO8AOQBogZmDLgPuA6lCvQGyAaCCk0PDBFHDfkE5PsK9jX1V/jm/MIAPQPLBCcGsAdQCaUKEQvFCS4GvwCG+1358PsqAqwILQzNC0MJvQbABC0CN/4F+u339/hd++H79/iR9H7ysPQL+fv6hvck8MfpyOh77Uf06/jC+WD4e/eA+NH6yPwd/Z77DPmW9lT11vX+9wD7y/2C/+3/mf92/wwAAAFVAVUAVP6I/AT8y/zH/cv9xvzt+7j8bP+CAqoDpAF8/SH6Wfqd/mQE0gemBkEC2P5HAOwGTQ/jFLQVvhP0ErAVwxq8Hkgfah2jHOAf+ibILnEz5jLSLbUmQCAGHBEaVhmAGJcWWRNjD/ALTgraClkMaQwRCVUCi/rO9NHyofOj9N7zr/FH8Hrx0fTl93z4V/Yb85bwaO8s76rvRvFX9Cf46fr0+hb45POw8OfvHfF/8lvyi/CR7lDuh/BN9Mn3Xfk/+Hz06+4z6Yvlq+Vu6Vnu//Cg7+Tr0ul57BXzYfkJ+yD3s/Av7Cbs9u/M9Mb3mfcg9bny3PKI9mj8XQGKAnX/tPoo+Oj5ef4NAskBGf4H+n/4Cvrx/AH/Pf8q/h79J/2A/osAbgKYAzIEBgUJB5QK8Q6LEvwTJBNqEa4QvxGTExEU3xH3DU8LpQz0EQYY0xq0GJUTEA8vDdoMIQs4Bnz/z/pn+7wAVgYaB2sBcfhY8VfvyfGb9QH4C/iK9uj0WfR69VD4Q/wGAOkB5QDE/f768vrK/VEBLgM1A4cDVgaMC4gQKRJMD5sJOwRYAewAiQE8AnID9gVMCVsL3wluBEH9BPhz92376AAIBLACmf1d967yN/Fj8zr4Tf2k/+L98Pn59x77fwKHCXILMQdwANX8sv+eB78PeBOhEesMhglECgoPQhWKGbQZCxYKEbsNng3XDxASaBKrEA4OygsLCgEIyARTAJj7E/ga9z750f33Am0G4gbIBMcBLf/y/ED66/Yl9L3zhfZh+5v/eQAG/eP2fvHE7+rxKfXn9ZDy6uyx6KLoNuwS8L/wru2v6WTowuoW7oru2eqy5Yvj4eZF7pj1J/ko+Ln02fEx8WLyG/Rt9Tn2v/ZD9zP4F/oA/er/NwEZAJ/9KPx7/fwAzQPrAuX9rfdr9AL2Vvop/dz7ofci9Cv0UfeC+sL6m/dV8wjxDPIj9dX3r/ha+MP4cPuLAAMHGg31EE8Rcw7JCgQK3Q7MGLgjaio+KiolOCB/H+oicyaVJfgecBXZDZILXw7tEm0VJhQwEAgMdglqCH4HTgWJASz91vnG+AX6iPwN//MAQgIjA2MDqALOADH+pPst+on6mvxD/ysB0AHHAeMBKAK3AcL/fPwM+cz2iPY++Dv7Uf4TAF7/9vsd9z7zgfL19AH4Kvgo9I7uA+w17yv2lftP+x/2O/Hh8aL4mQBMAw3+X/Rg7VLu3fbKAToJpQrJB3MEjQOjBVoJzAyDDsgN0QrXBsQDHwPgBDsHCwirBogE1QNqBfMHIQnVBz4F9QOkBYcJEQ1oDj0ODQ9dErcWqRjrFasPvwmBBycJ6wucDEsK+AavBe0HWgzCD08PEwpAAWf3lO8/7BbuFfMv96P2p/A96Dri2+FW5mvrk+xi6H/hgdyN3FDhuud+7EHuB+7X7evu0PAT8rPxGPCz7uLuFfHO9D35r/2hAZcE8wUbBfUBdf2e+ZD4G/sHANEENwd5BnoD//+4/XD9o/6t/8b+QPsl9sbxR/A28v/12vir+Kz1h/J+8tz2qP3GAusCMP43+KT1pvhc/2oFcgebBR0DVAPvBpgLFg4HDeQJoQdUCLwLsw/qEVwRnQ5ECxQJPQm8CwoPzxBmDyMLQQZAA0ADgwV6CE8LaQ6hEp4XJBtvGrcUrwwXByAHzQvMEDQSzg/gDNoMExB4E3wTXw/bCbEGagdFCgUMyQpAB6YDyQEEAowDNwXqBaYE4AAn+3T1ZfKU80L4of2nAB4AO/1g+i/5hPnt+SD5FPcV9br0o/bb+Xb8AP2Y+7n58viq+ff6ivvX+mT5K/in92T3hvbD9O7yUfJu80P1+fVo9CDxBu7X7PXtPPD28Rjy3fCB70jvufCA8/r2vfqf/lYCYwVzB/sIIAu3DjMTwxbcF/sWoxY+GZMeYyPeI/4eghe8EegPmBBlEFYNrwiEBZIFdwf/BysF7f/0+gX4k/bi9CTyV+8P7qru2O/p75DuSO3p7a3wmPMS9DTxsOxI6Yvo/ulY7AbvR/Lf9WL4J/gl9aTxufCk84X4s/vi+j73iPS59T/6UP4d/vj45vE67Xftt/GX9rb46PbQ8ofvie8+8wv5aP5CAd8ACP6Z+pz4Zvn3/O0BQgZWCAUIzwbMBi8Jag2qESMUGRQaEnkPlQ0dDbkNTQ7CDdsLXgmqB+QHQgq/DYIQ4BCODt4K8wdvB58JkA2ZES8UqxSwE8oSRxMKFX4WxBVIEnwN/AnECbgMzBCeEz0UbxNjEl8Rqg+3DAUJtgVmA6cBqP9b/cv7Hfw2/mEAjgAK/g76g/ZN9MXy9/D57v7tJu9B8tX1Kvh8+EP3lvU49DXzc/JW8qfzsPaR+rj9I/8Y/7H+wP47/4f/I/8g/v38MfzL+5D7WPtG+2P7MfvN+eX2PvNB8K7u5O1z7GvpRuW04XjgNeL95erpiOzT7eju0/CE8/71RvdE98v27vZF+KL6W/3u/2UCFQX8B4kKGQyrDPUMsg31DhwQWhBWD3gNwgtmCxENVxClE+EUiRKdDOYENv4D+yX8YQBRBd0IXQqOCpQK7AoDC7sJbgbHAbz9j/xH/7QE7gkrDLkKhgeaBY4GPQnJCjQJFAX6ABT/Yf8lAO7/G/9e/5oBdwQuBQoCNPzm9rn0nfVs9zn4DvhW+PX5Ivwe/dX7yPiD9Uzzc/Kf8rDzCvbw+ZH+EwLsAnIB0/88AN0ClgXzBVQDdv/h/Mj8Kv7b/nL9g/ot+Dz4ovpy/Xr+0fwy+SL16vFT8LfwA/OC9vD5Jfzj/Cn9if78AQUH6wsHDyAQmxA6EpAVkBmbHAkeqh7RH+8h+CNJJCAiYR7TGqcYlheMFv0UjhN1ExYVXBc1GOoVThADCZkCHf/U/jAA0QAa/037hPdQ9tz4xP2wAYkBn/wp9dzukOzI7rXzaviI+nX5nPZ99Pj06/cb+6f7RPiQ8lbuxe6985D52Pvm+Pby++0+7Mrs2uyq6vbmGuSm4/Dk3eU05f7jfuSi56jrde1u6/fmVOP/4t3lsekt7Mjs8OyX7nDyV/ds+6H9QP49/kn+o/6M/0wBsAOVBWcFdALt/Yn6yfrp/mUEyQdwBwMFBQSwBucLLRCyEOQNIQsODKERVRkHH9wf+RvzFcYQMA5NDiAQQxJNE2gS4g8+DS4MNQ3xDgkPCgy3BpEB4P7a/o3/uP7k+874yfeb+bv8lP58/cX5IPUy8Yvuxexm667qbOsf7hvyk/Ws9sj0HPEc7vvtSPGZ9o37cf5c/+j/uwEuBQAJZAtXC0oJvwZMBdUFMQhHC4cNrw2ECzEIngUoBXMGeAcCBpEBEPx8+GD4g/r7+/f6i/jE97r6agBXBXAGrwMpAGT/awIFB6oJnQhaBS4DZQR5CLEMiA6eDdsLvgt3DhATHxd1GIkWsRJEDzoOKxARFNkXYRmqF4QTFQ9aDJ4LTwt9CdMFRwKbAekEUwocDn8N1wg0A8f/Uv/t/yr/a/xP+Q74hvm0/NT/zAGRAo4C+wHZAHD/a/5c/vT+Bv+P/eX6wvjG+Mj6mvzZ+wr4/fIm73vt6+zK67jpGui+6Onrpu8O8Znuf+nk5HrjhuX36EDrWutZ6lPqn+zC8Kj0CvYY9DLwGe3t7IfvgvL08pvvzOmb5NLiPOVT6mXvNfIV8tPv8+zc6mzqt+sG7iTwK/E+8Z7xr/PH97/83ABaAx4F4QdsDKERVhViFugVlRZUGo8gnyb+KUwqVylAKVkqyipZKM8isxyqGXMbVSA3JL0jwx48GLATfRIHE0kSRg59B2oA0PsP+5/9lQG3BHQFiQMkADL9J/zO/EH9dftJ9zjzqPII9zT+2wPJBFcB3vzV+hn8oP6f/wv+U/vu+Rf70f3x//H/9P0j+1z4lvV68kXv4Owm7APtju7H72Lw4PAS8lf0Q/e7+az6p/kx93z04PJX8yX2vPrH/60DZwUoBUoEdARuBngJuQuAC50IzgS0AuYDdQdWCpYJ4wQ5//f8ggAuCBgPphDeCyIEvf42/0cFhw0DFJIWexVyEjMPrAzyCqcJWQjPBkwFiAROBakHeQr5CyALmghTBtsF8QaTB54FigAW+iL1wPPN9S75b/uM+z36svgR90L0Xe8f6f7jduIl5UTq6+4J8YXwyO5f7dzs6uwQ7WLtXu5L8Pfy/vUm+UL80f4SAM3/5P7j/n4AoAIOA3sAJfxD+W76Q/9OBLYFVQKi/H340/cF+ZP4a/Tn7bDoxucx60rw9vPf9PnzRfMf9G72C/nb+q/7MPws/df+qgDnATAC1gGeAVACVASKB0oLkQ5gEF8QOA9rDmoPlxLqFqAaihzSHKQcBR3OHbwdkBtIF30SZw9eD9ARmhSLFfwTMhE+D0QPhhAPEU8PUAuTBsYCuQA8AN0AcQLjBKwHuAkkCgUJewfDBi8H+wcICNYG1gTrAq8BFwG0ACEAOf/l/eL71fjT9Nnwk+4974HyUPY6+FL37PSH85P0Efdf+Ib2MPJe7izuTvJ/+DP9QP4i/Dv52/fA+A/7Pv0L/uH82Pmy9c3xsO8z8MDyk/Xl9ln2MfUA9Qr20vaN9RPyZ+4c7QnvivL49BH14vOg8431AflF/EX+dv8oARkErAd5CqoL3wvLDMoPrhSxGaQcehz8GRwXhxV1FcEVBBXSEhAQRg5xDlAQixJtE6IR0gzZBaP+ZPls90H4xPme+fj2N/Pw8OHxgPU3+Tr6kvfO8u7uQu7a8LH0W/fn90n3RPfI+Eb7av05/oz9wvtX+dr2PvWg9Xb4w/wwAE4ATfy29afvt+w07Qjva+8a7UvpqOZC5//q3e+D8930hPTG82HzI/N+8n7x6/Bx8eLybvSs9S736Pnb/YcBHwM7Ap8A8ACFBDEKAw9pEAoO4gnfBu8GCwqgDscSRBXHFa4U0RJbEWYRSRNRFjYZNhu2HLUeiCEVJIck6yFXHW0ZbBiJGs4dtB8TH8AcnRoGGvYaVRzsHBEcvRkuFqoRlgyqB+0DOAKRAv4DBQWmBOYChQAc/n77/vdJ8zbuh+rE6QPsu+/R8vzzT/O68SLwA++c7i7v2vBP89n1wvfS+Gr5MPqK+0D9kv7P/uv9nPyy+0/7xfpV+SP3UvUl9df2Q/mr+u75O/ey83Pw1e2C6znpj+e052Tq2u788rb0oPNU8TzwtfEe9XP45Pkd+UT30/Vg9Wn1TvVR9Xb2UvkG/a7/9v9G/mX89vtZ/dD/fgIrBR4IbwuADiYQcg9rDCsIMgR6ARwAm/9n/yT/pv75/ZX9N/5EACwDdQWqBWMDov8X/BH61fna+oP8nf4uAQoElgYwCLEIeQj8B1EHSgb8BA8EZAREBuUIzwrYCvgINAbWA4IC4QEUAXz/Vf2p+4r7OP3F/7oBJAIxAcH/ev5P/dz7G/qj+Df4G/nd+sv8iP44AAkCmAP7A3YCR/+w+xv5FvgN+PL3N/cx9rz1Z/bq91D5ofmO+JT2jvQU80vyJfKz8g/0Cvb89xr5Kfn4+Pv5If3YASEG/wcvB6wFXAbdCiYSOBlfHTEevB21HiEifCYNKTYoxyQbITEfVB9nIDQhWiEYIYQgKB9sHFIYrhOBDxwM+gh3BZ4BQP43/KX74vsX/NL7Gvsl+hL59vcM97H2DPfQ91f4OvjW9wv4ZvlT+1D87/oP9yHyTO4U7W3u6PDL8jXzd/Ju8ZPwnu/+7XfrW+hD5bjiFuGn4JDhmuMH5r3n8efk5uvljeY26YvsVu437enp1OZg5kjpOe7j8pj1P/YT9pP2dvhy+67+bAFXA30EHgV9BcQFBQZBBnQGnAa5BtEG/wZvB0cIdgm5CrkLUwy3DGQN1Q4mEdYTCRYEF6MWZRUQFD4TKROiE0AUoRSrFJsU+xRDFmsYmxpkG5YZWBVuEDMNywwBDg4O0gq6BKv+0/sd/UoApwHp/sP4LfLt7dTsve397qnvzO/n71vwNPE88h/znfOw86nzHPSe9VP4ovt2/gEAZwCKACgBGQKtAoICCgICApcCGgOnAgIB+P7t/eP+sgHUBDMGcQTk/3P6bvYp9T728vd3+DL3DPWb87jz3PTV9RP2MfZD96b5n/wY/4oANAGVAfABZAJJAywFSAj/CxsPnRCJENwP1w8VEUQTlBVrF7gYsRlPGi4a8Bi3FiUU3hEHEEYOMAy+CXAH+wXTBcIG4gcwCD0HhAUTBKcDHARwBGQDZQAz/Lz4EfjY+p//uQMaBZsDyACa/j3+pf+pAaMCTwHQ/ej5CPhe+Y/8Yv4T/MT1vO4K60/shPDW8/Dzp/Gd74zv8PAM8t7x4vAt8CzwW/AH8D/v3+7H7/jxcfQK9l32+fWn9Z71hvUS9WT0wPMs82XyXfGC8Hvwd/HT8l3zPvLM75TtQ+007+zxEvNX8ZXtT+rv6Qvt5vGP9fz1rPN68Xrycvcu/mwDowUYBlsHzwqYD78TKxZlF7oY3hphHUQf3R8YHxwdFBp1Fl8TPRKcE1IWDhgSF3wT+A4eC0oI4gV+A3gBcQCHABcBQgGFAAH/Z/2x/I391P95AioEOwQdA/4B/gF0A7wFsgd9CFcIUAgxCYgK7gppCY4GMgT7AyoGfgkLDEcMvglEBXsA8fxY+037mfvg+nT4C/Wj8i7ztPbd+pH8j/px9jXz2fIV9Rj4Cvow+gz52/e19+D4svo6/CH96v1s/wYCNAXJB7QI2QdNBpgFawYHCPIIYgjmBrIFWAVaBcMEKAMcAeX/rgCjA4QHRApgCiIIiQXgBB4HOwvuDjoQrw6+C80JnAr2Dc0RwhPwEoYQug7pDo8QyhHXEGQNqAhWBG8Bzf+l/lL9n/ub+Wf3LPUd8y7x7u7n62nowOVZ5WLnYupJ7ATsKuop6Arn5OZJ5wfobun165LvafMZ9p/2GvXf8sDxD/Pp9gf8LwBLAcb+Svrp9gn3j/r+/mQBiwCK/ZH6DPmL+GH3cfSB8NXtPO5M8a70Ffb19HDyA/CR7o3uRfDE81P4jPwm/8L/Hf+A/vL+lgDDAqIE+AVJBywJmAvqDaEP3hA2EhYUXxaBGOAZWBpyGv4aMhwKHegbGRjqEu8O+w2tD8IR3xEzD+MKJAfPBU4HawotDRoODA0VC6EJgAl0Cm8LPgtpCb0GCQXqBWwJpA3OD2UOYgqlBrkF0ge8CscLCArZBlYETgOrAtYAlv15+mT5t/ru/Pf98fyT+lD4I/cL91H3Hvf+9R/0S/Ja8ZjxhfJG80nzqPLw8abx5/Fq8rzyqPJe8kTymfJI8wT0dvQk9JHyuu+Y7Orq4+vW7kjxxvAF7WLoMub15wbs5e5B7vTqKuhm6Gjr1u7R8LfxWvP39gH81gBUBHEGzAfvCDEKAgzXDqgSjBYwGewZZRndGOwY8BjpF9EV5BN4E6AUBRb8FdcTQxCsDE0KaQk0CVMI3AUbAnr+evya/N/9mv64/Zj7z/nT+cT7SP6b/+7+5Pz9+mj6YPsn/aX+EP9X/iD9Tvx0/HP9jv7V/sH9tfv8+Qj6NPwe/1kAQ/5k+UL0gfH88XH0wvaW9+/2dfWq88PxJ/CY77bwSfM79kT4qfiK96b1/vOG88b0lfcP+/n9kv8nAPYAHANzBm8JYgonCYQHrQdLCtYN1A/FDiQL7wZIBFAEvAZBCkkNtA4xDlwMoAqcCgcN8hA8FFMVjxTHE18U/RUcF7IWGBV+E8QSGBMxFKgV7BZSF2gWWhTcEYcPXQ3jCu0HHQWdA/4DXQXfBTYEyABE/RH7OvrE+eb4p/eI9sz1UfXP9BP0+fKG8TzwHvD/8aP1dfl7+6b6mfdB9MLybfQM+c7+DgPKAwABv/yv+Sz5i/oQ/JL8TvxI/Bf9HP7q/VP7bva08C/sPurl6ujsk+6o7vnsZeov6Arn2OYl59XnNuli6+PtBvBd8c/xWPFZ8Pzv0/FK9oP7Zf5n/V/6Kfkx/CQCHQc2CBgGRwTcBdIKLRCoElIR5w39CvIJYwoSCwEL9glKCI4GOgVtBOwDfQNJA8oDQAVXB0cJVgokCqkIPAamAwoCRwI+BMIGfwj9CMwIrgi0CEcI/QZHBSUEOwQ+BVMGzwaIBooFwQMuAVH+Gvws+z37ZPv3+gv6GvlU+JD3tPb29Xr17vTb81nyTPGj8WrzsPV193z4RPkl+s/6tPrz+Zv5r/rV/D3+L/3k+cL2Z/ZB+Sr9R/9s/r77YPmu+ID5pfrl+s35BfgD9wL4Cfuc/qcAAABH/aX6dPrK/a0DswmfDe8ODQ/qD0wSXxW9F+0Y0Bm9GzsfUyM+JrsmGSUEIyoi8SJKJNMk+yNEIowgUx+GHqAd9BsHGRUVJBFcDg8NYwwSC4YITgWEAtAA7v/+/l79J/sh+Rn4Qvge+er5DvpG+bL33PW09Aj1zvbo+M/5svgn9q3zk/IM80H0LvVn9S71v/Tf8yryt+9M7aPrquqx6VLoBeeY5iPnm+eK5lzjH9/l2zvb/tya34Phc+Ix40HkKuUa5R7kYuM45BTnV+vT73fzqvWW9v/2u/cS+aX69Pvh/Jb9PP7n/rD/igALAY0A+P5P/UH91v9wBAYJcAvdCl8IPwZ2BmwJwg1sERAT3RIIErARBRJaEhASVhEwEYwSXhV1GEIa1hltFzMUeBH/D7AP2w++D+cOVQ0+C+8InAZFBNkBiP/z/b79u/6h/+n+GvxN+E71W/R69c/3PPru+5f8ffw6/Ev8u/xN/dX9ef6b/4wBPgQFB8UIlwiuBoUEAQTtBU8JKgwVDSEMdgoxCY4I+AeoBlQEfQE1/1z+4P5z/2v+FPuG9gPzXvKp9Cj4kfqu+jr5MPgU+Yf7n/3C/Tz8Cfsa/M3/swSTCJwJlQdzBKEDkwdwDy0XlBqLGK4T0A8aD/EQBhMzE/IQuA3FCx4MVg2pDJcIigLF/b/8Tf8MA04FyQQ5AnX/+v32/W/+YP6E/Tz8GPug+j772vxy/rr+f/1a/FL9nwDnAxMEHgAz+vX1rfWr+A78DP3b+tr2OvNy8YfxaPKt8m/x3O4z7PPqqetO7f3tkOyx6WvnqOee6pnuHfG68Bvuies3667tjPGt9Kf1oPT08jDy7/J39FT1ivSC8sPwuvCW8hX1f/bt9f/zW/Jl8jX0d/Zz91r20PN78dTwPPLT9Cb3VPig+DH5AfsR/nEBJwQEBqkH3wn3DKsQdxTWF1cazhuEHDwdjx5JIIAhkSHbIG8g8yDvIVUihiGoHzkdlRr3F7MVDRTdEpkRuQ8tDVoKtQdqBWwD1QElAeYB7QMKBs8G0gUNBNACZALwAbEADP8r/sP+WwDMATkCqgHTAIsALgFYAiYD4AJgARv/sfyy+nb5DPkp+VL5Mvm8+OT3hfZ39O/xdO+u7R/tAO7/7yLyI/Nh8nPwn+6a7QDtHuwN6+3q+uxD8WL2YvoZ/Af80vvg/DL/kQHZAgwDIwPjAxQFzAV0BVkEYAMyA8cDogRVBc0FNga5BmMHMAj7CJsJEwq9ChEMEQ4EEOQQOhB2Dp0MqgstDC0OJhEOFMsV2RWdFAMTvhHPEMUPXA7lDPMLqQtDC58JRwYKAnf+mvxI/Hf8KPz9+iP58vaz9Gry7+8v7ZDq8+go6SPrz+217/jv0O457T/sf+wB7lzwzvJq9Jf0pPPD8k7zlfV5+Ef6KPry+Hz4BfoK/Yz/nP8B/X75d/cH+Dn63/tS+5n4KfWt8rrxoPFC8Vjwye+98EvzG/Z+97f2XPTG8VXw//DY87z3wvqS+6n6//lY+8n+yQKWBYsGmgaVB8wK5w/hFIUXKhc1FesTnRThFiIZ4BmXGPkVWxO/ESMRtRDCD1kOLA3ODCkNoQ1+DVoMcQqRCKMH+wcPCeIJ1QkOCUQIMQgXCZYKzQvqC9EKZgnyCB4KTQz7DcQNXQvGB7cEgQM1BJgFHAYLBQUDYwEDAZEBzQGwAEv+yPuP+ir76Pxd/l/+xfx5+sn4hvh4+aD6B/t5+p/5c/lj+vH7/vyp/BX7ZvnM+Ib5ufpH+736cPn197b28/XT9TP2kfZw9sn1A/Vq9LvzdPJ+8GvuHe0d7Uru/u9+8WLyv/IA85jzzPSi9tr4Hfsy/VX/AgJyBQAJgQs5DJML5QpgC0cN7g9UEsQTIhTaE4ITWxMeEzoScRAlDhEMrArMCcUI8gYVBIUAD/2U+pn54fmF+oP6ePnW94b2DvYf9tz1tvQV8yry7vIx9Zj3n/jM9xX2EfXE9fn3kfpa/LH8sPv8+VP4LPeI9hv2pPUj9bz0dvQS9C/zhvEj73XsLOr66DPpk+pb7Jrtr+2c7Abr1+me6UnqUetk7MrtHPCE80P3Ivp8++L7wvww/wAD7gazCQgLpAtgDHUNbg7LDoIOAQ7KDSIOAA8lECwRrRF5EdsQoBCfERQUPBe0GWsaYhmzF6kWzxaeFywYIhgcGBIZWBsVHtkfqR+5HTYbexlKGXUaBRzAHNQbUxkTFh0T/RB/DxEOXQyZCj0JaAiDB54FMAKi/QX5XvUb8wfypPFh8bPwV++P7Rbsmus17Gbtiu5g7yXwQPHG8ln0Y/Wq9aP1J/bM9136B/33/tz/8f+h/zb/w/4z/nb9j/yf+7/66Pno+Gn3K/VC8j3v/Owg7I3sX+2h7QvtLOzR60XsDu1x7Rztdew+7PTsce4e8GTxAvIS8vPxSPK484P2JPp//bP/wgCEAdMCtgR8BmwHhAdyB9wHsQgdCUoIKwaaA6wB8AArAcEBPgKCAqUCtwLDAtkCDANdA6MDsgOXA5sDDwTuBNkFbgaoBuUGjwfCCEgKyAvxDJUNtQ1/DS0NwgwRDPEKhgkzCGYHQQdwB0oHMQYVBJ4Bwf/v/sv+i/7I/dX8S/xu/Ob8Hv21/Lz7qPoQ+k36T/ud/KX9Dv7f/Wb9Cf0R/X79Cv5j/nL+Zv5r/mb+Cv44/VD8/Pus/C7+wv+EAOL/3P3++iT4GfZD9W/19fUz9v71xPUw9oD3OvmF+vj6FPvn+yT+igEiBQcI+wldC6sMHQ6hDxgRfxL3E4oVJBejGAkaaBujHFodMR1AHBIbHxpNGQwY4xX6EvAPVQ0yCyYJzgY7BPYBoQBTAG4A9v9N/rP7FPla99X2KPeV94D3yfbN9Rv1+PQ19Wb1W/Vd9dn16/Yc+ML4dPhg9wv2+vRz9IL0A/Wq9e/1PvVX85fw4+0W7GbrP+vX6unp8Oie6ALpZunt6H3n4+Ug5Z/l8OZQ6E/pCuro6jns/u32797xl/Mo9bH2Vvgl+v/7jP1o/oX+Zv7R/iUA/AFvA+QDgQMIAysDEwRaBX8GTwcLCBoJoApTDKgNJw61DaUMswutCwkNhQ9FEksUIRUBFZEUXRSXFBgVmxX5FSsWJRa6FbQUGRNDEaIPfA7RDZUNsg30DecN+gzgCtwHnQTbAev/o/6V/Wj8Hvv7+S75nPgE+FT30fbU9m/3U/j++CH5zPhi+GL4Fflm+vD7Qf00/gf/IgCqAUwDaASTBPkDQwMVA5ADNQRNBGwDwwHk/0v+Dv3f+3b63/hz95b2Z/a99kr3svet9yP3S/aS9V712fXi9iv4Zvlf+hT7p/tR/DX9Yv7U/4QBZwNbBToH4whTCpALtAzcDScPiBC0EUsSDhIXEccPiQ6WDdoMGgw1CzwKdQkVCRQJHQnLCPYHywatBd0ERwSYA5ACPQEEAGn/rf+rAM0BdAJhAucBpwEMAvYC3wNKBAEEIwMBAtcAxP/A/sv9AP15/BH8Xvvw+cf3ZPV381by2/Gb8UPxxfBK8Pjvw+917+3uVu4Z7oTueO978BnxRfFC8V3xtfE78unyzfPl9O/1ffZB9mP1f/RF9AD1Z/bc99f4Jvnm+Ej4ZPc29rn0GvO98QDxAvF18dPxvvE+8bbwpfBS8bHyc/RR9j/4U/qZ/Oz+HAElAzEFZAewCeQL/A0qEJQSFhVQF/sYKRonGx0c6hxWHVodKx34HKcczBv5GRwXxRPPEN4O7Q1nDasMgwsiCs8InQd0BlUFXwTDA5IDrAPEA40D6QIHAj0BygCzAPoAxAEvA/kEXQaLBkYFKQNVAbQAawHOAuED9gMSA7MBRwDO/vj8rvpC+EL2EfWf9H/0MPRx82HyW/Gw8FXwEvDE75Hvr+8h8LbwQ/HV8Z/yxvNB9fT2v/iD+hb8Yf13/o3/ygAeAkAD4QPvA68DngMNBNkEfgWQBREFdwRFBLkEsAXjBgQI1AgxCRsJwghdCBYIBAg/CN0I5Qk3C5IMuA16DtgOAA84D7YPfxBYEeQRxRHLEBIPAQ0aC7IJ1AhUCP8HpgcSB/8FSAT/AXP/6fyI+lT4R/ZQ9GLyfPC/7ljtZOzV64zrbutl60/rHevd6r/q6OpZ6/XruezB7Szv/PD28sn0MfYr9wT4Jvm9+nz83v2a/uT+Hf9h/2//+/4C/sX8dvsc+rb4bfeT9lP2jvbf9tr2SvZO9T70gfNO85LzHvTD9G31DfaI9tf2Ife199r4nfrG/Pf+4AB6AvUDngWYB7UJpQtBDaYOChBpEYISBBPKEvERxhCyDwoP4Q70DtsObw7hDXsNTA39DCoMwAohCdAHGgfmBuIGwwZtBvUFlQWTBR4GIwdRCEoJ7Ql3CkELSAz7DKMMIQtBCUcI1AhdCpgLjwtWCr0Ifge0BggGJQX5A7oCsgESAdQAtwBSAFD/pf2l++v5Gvlm+Wr6U/tw+6z6g/mT+Df4Z/jX+C75Mfnc+Gr4IfgL+Of3cve69i72TvY+96748/lr+r/5CPi59XLzuvHa8NHwUvHj8Qnyl/HN8CTw/+9t8D7xU/K584H1jPeJ+Sz7a/x8/aP++f9gAb8CNgQeBqIIbwvODS0Png/OD4wQLhJaFEIWJxe7FkoVhBMFEgkRRhBGD78N3gsfCvUIZAj7ByYHoAWgA60BSACh/4f/iP8g//n9KvxK+hr5Evn7+RH7nPtn+8n6R/ok+jn6NvrZ+TT5nPh6+AX5Afrl+jH7xfro+QP5RPic9+v2LfaH9R715fSc9Pzz7/Kv8Z/wA/C772Dvoe6g7evsC+0T7ozv1PCK8djxNvIa86L0gvZC+Ib5OvqW+vH6nPvG/Ff++f9AAf8BcQIDAwIEUgWZBowHKAidCCYJ6AnuChoMLA3KDcINQQ3FDOEM2w1vD/4Q/xFdEn8S2hKKE0YUrxSUFAgUNhNDElsRnxAOEHYPpQ6hDbcMOQw0DHAMjgw8DEcLsgmmB3QFZAOzAX8Axf9N/8b+/v0O/T38qvsn+3n6o/nm+ID4a/hw+GP4NPjq95P3UfdS97z3jfiP+XH66/rm+pr6cfq5+l37Bfx3/ML8Cf01/fX8HPze+qr5vfgN+IH3LPc095D38vfv91v3cPah9VH1hPXs9SH28vWT9XT13/XL9tz3vPhj+Rf6Pfvy/Pv+1wAyAhgD8wMlBbYGUwieCYAKLAvcC5QMHg1BDfsMkQxfDJ0MNQ3cDVQOlQ6yDpQO/w3UDEYLwgmcCM8HFwcoBvEEngOCAuEBwQHYAcYBXgHFADwA5f+q/1z/2P4Z/jj9evwz/Iv8UP0X/oD+bv73/Tj9Pfw3+2r6B/r4+e35rflB+dz4mvhx+Dz44fdk9/H2ufbR9ib3m/cl+MX4VPmH+TT5hvj499j3C/gT+I/3mvbP9dX13/Z5+OL5j/p/+hD6vPnE+RD6M/qt+Vz4ufaq9eT1V/cx+VT6Fvqx+Cn3ovaN93D5WPuo/GP98/23/tH/OwHTAlcEigVNBsMGRwc2CKQJSgu4DLkNdg4wD/APoBBWETMS4RKLErIQDQ4zDC4MeA19DhEOYAyICocJjwkeCoAKTgp6CSQIdAaqBC8DcwJ+AtQC1AI/AmYBzQDDAEIB7QE1ApsBMgDF/l3+Y/8oAWQCKwKfAMP+uf38/R3/GAAPAM/+6Pw6+1/6VPqg+rX6Ufp5+U341/Ye9UbzofGC8A/wFvA18BnwxO+M78zvjvB18f/x/PG38c3xsfJL9Pj18vbv9lf2Avaf9kH4d/qm/F/+bf/u/zkAzgD/Ab0DlQUMB+cHTgirCFoJdgqsC3EMegweDDwMgQ2uD7ARehL3ERoR9xDTEf0ScxPBEkARqw+PDvwNrA1hDQENlgwuDN8LrAtpC8IKewm2B/wF4gSLBIsELQT9AisBaf9o/k7+kv5l/lL9jfvN+cz4y/he+bb5O/n+96n28/UK9oL2vfZ/9iL2Nvbm9sz3ifiD+W37Af5Z/5L9I/k09eX0Mfjf+5/8Avpn9nb04PRd9kD39fZL9nz26vfC+cb6ffqT+Qz5UPkX+t36Xvuv+w38jPy1/Lv7kPnG96n4+vyNAskF3QReAbr+Kf8ZAjUFkAb4Bb8EWQQuBXEGDge2BgoG3wVqBj0H2AcLCN8HYwepBuwFZwUpBQMFvQRTBPID3gM/BAMF2QVTBiEGUgVZBMYD5AN6BPcE3QQhBB0DQgLYAeoBXALfAhEDuQIPApIBoAEGAjYCvQGdAFj/kv6o/lL/s//9/j79cvuZ+sD6IPsa++76Mvvt+2v8E/wR+xv6rfnC+RP6cfra+jv7ZPsb+1H6TPmZ+Lb4pvnY+pL7efvM+hT6wvnc+QL6vvn3+Cj46vc5+GD4o/ck9ub06/RW9l/4CPrG+rr6efqM+iz7Lfw3/RT+yf55/00ATgFOAgsDbAOsA0EEeAUvB+8INgqxCm4K3wmjCRYK9wqJC0ALNAoPCXkIrAhaCe4J8glVCX0I9Qf4B04IfQgbCAAHWAWdA3ECVQI3A24EFwWzBHIDGwJ6AdwB4gLGA+8DWgN6AtUBkgGGAXgBVwEjAcMACQD1/vD9gv3h/Zr+8v52/lL9Fvw0+7X6a/oq+uT5lvkj+XP4nvf49tz2Y/dL+Cz5u/kE+lT6B/s2/JX9l/7L/kL+ov2o/Y7+zf9xANv/Pf6d/BH8+/y7/hkALQD1/lP9cPzp/Gv+8P+LABMAIf+L/sj+u//cAJQBlAEVAc0AWAG2Aj4EPgWWBaMFyQUTBlYGcQZfBh4GsAU6BQUFWAUxBkEHFQhiCC0IsgcrB6YGGAZ7BesEhAQ5BNwDNQMtAuUAp/+9/kL+Cv7Q/Wf91Pw6/ML7g/tw+3D7avte+2b7kPvK++v73vui+2b7bPv7+xL9Sf4G//v+b/7u/dP9//0a/tj9Hf0C/NT6//nH+RT6g/qv+nb68/lv+TL5Y/nn+W36t/rS+v76T/uS+3z7DPuR+oD6JPtl/M39t/69/hP+Xv1B/e79GP9HAB8BcQFJAfcA9ACBAXACQQOdA6YD0AN2BIAFegb0BtcGgAZqBsAGPQdkB/sGIgYlBTgEbwPoAskCFwOpA1MEBgXGBWsGqQZZBrAFIgX3BBUFLAUVBewE5gQMBSsFAwV5BJoDjgKVAfcA4AA/AaQBjwG3AFv///0d/cz8yfy4/Gb84vth+xr7Ffs3+2D7m/sO/M/8s/1y/t3+6/6i/gf+RP24/Mj8fP2G/nD/AAA1ACcA7f+n/5D/3P+IAFQBzQGkAd8A4v8p/+z+AP8J/8n+Rf6v/UD9GP03/WH9QP2l/LX74Pqa+g/7BPzh/AT9OvwD+0r6tPod/L/90f4e/wr/Mv/0/z0BkQJmA3sD/wJcAuABpwGzAfkBUwJzAicCoAFkAeEB7ALbAwQESwMiAiYBtADHABQBRgEoAb0ATQAzAJYAOwG+AdkBnQFFAfoA2gALAbcB1AIKBNEEywQBBNoC4wF+AbcBLwJbAuwBCwE8APH/GQBIABgAfv/D/ij+sv1E/dL8Zfzz+2f7xvpR+l369/rF+0j8MfyZ++n6kfrS+pL7aPzh/MP8Nvyt+5X7Avyd/O/8wvxX/DH8l/xh/Rr+dP50/l3+a/6r/vj+IP8E/7T+XP4u/kD+lf4h/8X/SgCTALYA9wCJAWcCWwM2BNYEHQX5BIQEFgQMBI4EgAWmBscHtghGCWYJMQnuCN8IEglNCTcJmQigB6wGBwanBUYFsQTqAxUDWQLJAWQBFQGzABkAVf+a/h3+9P0L/jr+U/4k/pP9xvwW/Nz7MPzX/HP90/0Q/nH+JP8KAMAA6wCBAN//eP91/6H/rf+C/1b/W/94/2n/FP+u/n/+kv6y/q7+lf6U/qX+i/4X/nD9+Pz6/Gf94v0T/t/9av3j/GP89vu4+877Q/zm/GT9if1m/Tj9OP1n/af92/0L/lb+1f6C/zkA1gA9AWMBSQEJAeAACAGBAfsBAQJPARUA2v4o/jz+5v6y/zYAUgA1ACkAWACzABQBbgHJATICoAL9AkgDigPKA/AD3AOQAz4DIgNFA3EDSwOnAqwBzgB4ALYAJQE7Aa4Asv++/jP+CP7o/Yb96Pxz/Jf8af2C/lP/n/+W/4z/jf9m//L+Zf4X/if+Wf5W/gj+rf2W/ef9dP7m/u7+ev7Q/Vb9Xf3b/Xz+1/6y/h/+av3m/LH8t/zR/N38wPxg/Lb78vp2+o/6L/vq+0r8Ifyl+0n7Wvvh+5z8OP2N/c39X/6P/0YBFwN/BEQFigWpBewFdgY4B/AHTQgfCH0HvwZOBloGvAYLB+YGQgZvBdwEqwSXBD4EgwOuAh4C7QH7ASQCagLLAiYDQQMFA5cCOwIeAkoCqAIMA0kDRQMJA7wCfAJKAg0CoAHlAOf/1/4I/rL9wv3l/b/9OP2Z/E78lPxB/d79//2N/cz8KPzx+zH8svwk/Ub9/fxg/Lv7bfu1+3n8Pf1w/ej8CPx++6/7cfw9/aH9kv1S/S/9UP2k/fn9JP4f/hH+IP5a/qL+z/6+/mj+3/1P/eH8pvyZ/LL87/xA/W/9Uv0R/Sr9Df6h/0YBWQKdAkgCuwFGAS4BmwF0AlgD3APkA74D2ANcBBEFjAWEBRQFnwSKBOAEQQU0BZQEqgPfAmoCPgI+AlECYgJHAukBZAH9APEATAHnAXoCugKCAgECoAGnAe0B7QFOATkAUv8e/6L/aADiANYAfAA+AFkAtAAAAQMB0ACXAH8AfgB0AFYALAAEAOj/zv+i/03/1/5u/kb+Wf5W/t796Pzh+1r7kPtD/O78JP3S/Bz8PfuF+kr6w/rY+wz90/3x/ar9eP2i/QX+Qv4o/vT9H/7s/icAUQHsAdwBbAEUATUB4wHWApoDzQNkA6UC/AG3Ad4BPgKFAnYCHwLHAcEBHAKXAt0C2QLGAvwCkgNbBPkEHgW3BPIDMQPcAg4DhAPGA4kD1wL7AUsB/QAVAVgBcQEgAXMAnP/A/uX9Hv2l/KD83fzd/D/8GPvh+RL55vhP+Qj6r/rj+pb6EPrB+d75Rfqv+vT6FPsv+2r75fuX/EH9kv1v/SP9L/3n/TD/kAB4AYkBwwCS/47+NP6L/iP/df84/4v+xP1B/Sz9av2n/ZX9I/2S/DH8Hfw5/FT8aPyS/Pf8ov2I/nj/RADTADoBqQFKAiADBwTIBEsFlQXQBRsGawafBpwGagYeBr4FQwXABGQEUwSHBNEEAgUDBdMEfAQYBMQDlQOPA6wD5AMlBFwEgASmBOUEKQU0Bc4EFgSGA40DLQTiBAgFXwQoA/YBRQE0AYMBwQGaAf8ALABn/9T+fP5c/nT+q/7J/qn+X/4o/ij+N/4B/k39R/xd++/6APs4+y37yPpH+gf6KPp/+sj66Pr1+hL7TPuP+7n7v/u4+877HPyR/Ab9af3F/S3+j/6+/pL+Gv6T/UH9Q/2H/dz9FP4a/v795f35/U7+2v6B/y0A1ABxAfwBggIYA9ADkQQoBXUFlgXNBTYGswb9BuYGegb4Ba0FwAUcBn0GqQaOBjgGrwUABUQEmwMdA7cCSwLQAWYBNAFDAWkBaAERAWUAnv/9/rL+u/7n/vr+u/4c/jv9Wfy1+2f7WPtW+z77BPu0+l/6F/r8+Sj6pfpb+xT8mvzj/AP9IP1H/XX9mf2q/Zz9f/1y/Zv9+v1j/o/+XP7W/UD92vy7/MD8ovw2/Jn7G/v++jv7kvvE+8j71fsn/Mb8f/0I/kD+Rv5Q/nT+rP7s/jb/lv8BAGEAogDIAOUABQEgASIBDAECATIBrwFNAskC/ALrArwCigJeAkQCUAKIAtoCHAMmA/YCsQKUAsMCJgOPA9YD9gPnA54DIgOlAnQCtAJAA8MDBwQWBCgEaATIBAwFDAXRBJkEmgTcBDcFdwVxBRgFegTJAz4D9gLaArkCZwLqAW8BJQEZASUBDAGwACoAu/+H/3z/Zv8k/9r+w/74/kz/df9V/yb/O/+t/z8AogC3AJ0AdgA1ALP/6f4N/m/9O/1H/TP9sfzQ+/f6ffpl+mb6R/oH+tL5wvnC+ab5WPn6+OX4bfmd+hb8Rv3e/Q3+Q/7S/rL/ogBsAQkCmQI9A/IDigTPBKgEOATBA40DuQMwBK4E5gSqBBYEgwNPA54DOQSwBKAE+QMPA18CNQJtApYCUwKwARcB4gARAVcBaQFGASABIAFGAWgBVQH2AFkAwf9z/5X//P9NADwAvv/6/jT+ov1V/TL9Cv3C/F/8/vuf+yb7ffq++Sf57vgV+Wf5n/mH+SD5mfg2+DD4oviD+Zf6g/v8+xT8JPxw/N78Gv0D/eD8If3r/fj+2/9HAEIA/f+5/6j/2f8iADsA3/8E//r9TP1m/Ub+eP9cAKQAcQA4AFUA2gCUAUUC1wJbA/ADlAQoBYoFwwX7BVMGwwYeBzgHCQemBigGsgVtBYMF8wWDBtQGmQbQBbAEigOoAjACGAIwAjYCBgKgASMBqgA+AOX/rf+q/9//JwA+AN//B/8F/kr9J/2P/S7+ov64/ob+SP4t/jr+U/5r/pf++P6P/ykAiwCZAGQAGQDi/9D/4f/6/+v/c/9//lX9fPxd/Oz8p/30/Zz93vw2/Of74fvk+8L7jft5+6T78/sz/FH8c/zU/Ib9YP4Q/1L/Cf9U/nv93fzL/FP9S/5e/zwAuQDZAMUAtAC6AMMAwADFAAkBsAGOAjUDTgPXAi0CxAHmAYgCVwPcA80DLANVAsABtwE4AgADuQMfBAoEdwONApQB4wDAACsB2wFrApwCfgJOAjwCQQJHAkoCWAJwAnACPALZAYABYwGPAdIB4AGKAe4AXAAWABwALQAJAKj/OP/u/tj+2/7V/rr+oP6j/sz+Ev9p/8L/CQAkAAEArv9k/1//vv9oACkBvgHzAbABDwFQALX/Vf8h//v+y/59/gT+Wf2a/Pv7r/vQ+0f82Pwv/QP9P/wq+z365Pk9+iT7SPxW/RH+Yv5f/kX+SP58/tv+ZP8YAPMAzwF0ArwCsQKcAs0CVAPjAwwEpwMDA5oCpwIAA1cDfgN+A3cDbwNeAy4DyQI2ApcBHQHwAAYBNwFRATcB6ACBAC0AFQBCAJoA7AAPAfAAnAA7AAAADQBlAOgAZAGwAbMBbgH6AIEAMAAkAFkApQC6AE4AXv8w/j39zvzY/A79Ev2o/Mv7uvrQ+Uz5I/kY+QD56/gA+U35sPn7+RT6Bfro+ef5HPqJ+hH7j/vt+yX8Mfwl/DP8nPxp/VD+2P6o/r/9ffxw+xT7jPua/MX9qP4p/2f/j/+4//H/SwDHAFUB4QFuAg8D0gOfBEsFswXiBQQGQgajBvQG6wZtBrsFXQWwBZ8GoQctCAQIWgeRBgQGzwXPBcoFnQVDBckELgR4A80CXwJEAlECRAL2AWsBtADk/w3/Xf76/fD9H/5W/mv+Tv4L/sL9lf2Y/c39Lf6j/hX/af+T/5//ov+1/9z/EwBQAIoAugDKAJAA9P8V/07+9v0u/tX+n/8tADYAp//O/jH+Lf6f/hX/J//D/ij+sv2q/SL+9P7X/5MACwE1AQwBlwD8/3n/Sv+E/woAswBMAb4B/AEQAgkC/AH/ARYCMgJIAmoCsAIUA2QDdQNOAzQDawPqA18EWwSpA3wCWAG3AMIAPwHHAQQCzAE1AYIAAQDR/8L/kv8t/8j+qP7j/lL/tv/w/wcAKQBwANQAKQFJASIBtgAcAI//W/+2/2UA2gCdAL//w/4x/jH+g/7A/qj+P/62/T392/yG/E78a/wB/ef9pf7M/k3+eP3I/Ij8tfwe/ZD9+v1c/qn+xf6d/k7+EP4C/gv+7f1//dX8K/yt+1v7Gvvg+sz6BPuJ+xf8SPzF+5P6Ffnr94r3/vfp+NP5Y/p6+jH60Pmq+QH61Pro++n8n/0L/lr+zP6S/6cA4QEPAxIE2QRHBUMF1wRUBCEEcQQiBc0FHAb1BY8FQQU7BVoFRgW9BNID4AI+AvgB4wHMAaoBmAGnAdYBFQJEAkUC/gFyAdYAfwCzAHoBmQKhAyIE5gMdA1sCMALIAsADeQSRBBYEVQOUAu8BbgEfARcBZAHpAUoCHAIiAY//+f39/NX8R/3e/Tz+P/4F/sf9qv2i/ZP9fv2T/fr9kf71/uP+ff4r/kb+4f7N/78AbwGvAYEBHwHOAK0ApACIAEoADQAJAFsA3wBFAUkB7gB5AD4AXgCxAO4A5QCoAHsAmgAcAd4BsAJbA68DiQPuAiQCkgGMAR4CBQPZA0cEPAThA3UDKwMcA04DpwPmA7sDDwMYAjUBpwBtAHMAqwAMAWQBYQHNAL7/ov7x/ej9Zv4Q/4X/gv/3/hD+Pf0E/aH9xf64//P/fP/r/tT+Wf8ZAIsAhQBlALYAmAGNAtMCEwK2AI3/MP+e/0gAlwBHAIr/tP7c/e/8E/zK+4L88P0G/8D+Cf3O+j35+Pjc+Ub7j/xT/X79L/2c/AT8pfun+/j7SPxa/ED8VvzL/Gb9rf12/RL9Dv2q/a7+kv/f/4H/2v6O/hr/agDnAdoC8gJtAtABhgGeAeYBDwL5AbsBhgFmATUB3QCBAHQA0wBLAWgB/QBWAOX/1v8BACwASwCNAAwBsgEzAk0C9gFXAbAAPgA4ALwAowF2ApkCwAFFAPT+dP7V/o3/8P+4/xD/U/6w/S/94fz3/In9Xf7v/sj+7f3j/Ej8WvzV/Dv9Vf1k/cv9mv5j/5P/B/8x/sL9KP5M/6cAoAHEAf0Apf9r/v79lP7H/8UA8QBOAGz/2/69/rf+cv4Q/v/9ev4d/yn/Qv7a/Of7FPxE/bT+rv/9//D/7v8qAKEAQgENAvoC4wOWBAIFSwWpBSIGjga5BqMGeQZdBlMGOQYIBs8FoAV6BUYF/QSrBGEEDASMA9QCEAKHAWABeAGPAXsBTwEiAegAgQAAAMr/SACBAdQCawPlArUBwwC3AHsBbgL8AggDzgKBAhICaAGdABIACgBuAN0ABgHsALkAeQD9/yH/JP6V/dz9vv5q/w//kP2c+zP66/md+pj7M/wl/JP7z/ok+rj5kPmc+bz54vkZ+oj6PfsR/LX84/yg/EL8IfxX/K783fzF/Iv8cPya/Af9nP0//s/+JP8b/8b+bv52/hL/IgBRAUgC5gIuAzEDDwP2AhgDkgM1BKYEqwRZBBMEJQSOBAsFYwWpBQgGfAawBkIGLgXhA/wC2gJhAygEwATaBEUE/QJLAcf/G/+C/40AWAE6AT4ADf9f/mX+vf7e/pH+EP67/bj95f38/d79n/1p/Vj9df3B/Tf+uv4H/9j+Gf4X/V38XfwU/f79cv4Q/gP92/ss+zT7x/t//PX89/yP/Pn7gPtV+4T76/tf/MP8D/07/Tf9+Pyc/F/8f/wE/bv9UP6O/m7+Dv6l/XL9u/2d/uL/AwGDAUMBrQBbAKIAYAE1At0CXQO7A98DoQMUA50CqgI4A9AD3AM6A04CngFYAUUBGQHRAKQArgDCAJcAIgCf/1X/Rv81//f+sf64/jD/0f8YAMH/Cv+L/rr+m/+9AJUBzQFyAdYAWAA2AHQA8AB7Ae8BMgInAsQBGgFoAAcALADAAHQB7QEEAswBcQEVAdYAzQAgAdYBuQJdA1cDkAJmAXkATQDpANsBfwKBAgQCdwEiAfEAlgD2/1P/If9+/wcALQC5/wP/mv63/g3/LP/x/pz+d/52/kj+x/0w/fH8Lf2i/fb9H/5o/gb/wf8eAOX/av9N/+3/GgFcAlED8ANTBIcEhARlBF4EhQSrBHcE2AMrA/YCbwNFBOkEBQWlBP8DLwM5AlQB6ABOAVkCVQOGA70ChAGkAI4AIgHZAU4CZwJEAhAC5AHTAeMBCQIlAiQCAQLWAbABgQEmAY0AyP8P/5/+mP7v/mn/u/+t/y//Vv5W/Xf8+Pvz+0v8o/yZ/Ar8I/tA+pz5Mvnp+ML43PhA+az5tvkb+RD4HvfL9jf3G/j++I/5svl++S75Efl2+Wv6lvtU/DD8Qfsz+sj5S/pj+2b83fzD/Gz8Ovxf/Nj8kP1j/ib/ov/K/9z/QQApAT8C1wKlAiQCMwIiAz8EiwTVAw8DUQOiBOkFKgaVBTIFmgU7BhwGCwXSA08DjwPtA+oDngNFA8MCzAGBAJ//yv/NALoBwwH/ADgADABlAL0AvACHAHYAqADuABEBDgEAAekAqgBKAC8AzQAEAu4CkQLuADv/2v4HAKQBVQLMAdcARQAQAL7/O/8M/3z/DwAEAF7/8f5Q/wAADQBZ/8v+If/Z/7X/UP6y/DP8AP0Z/oj+Rv7o/cX9v/27/ef9Vv6j/k3+eP0P/dv9hf/IALEAnv/V/jn/dgCMAeYB1gENAskCpAMSBPwD5gNIBAUFWAWuBFsDeQLfAjwESQXsBEUDmAE3AU4CzANiBLIDZAJjARUBVwHHAfsBowHmAIEACwEeApwC/AELAd0AdQHnAbIBYAGhAUgCnAJOAsEBYQEsAeIAWQCk/xL/Lf9EANwB2gJ6AikBFgAAAIsA7gDjAPEAjwFcAmQCLAFj/xz+tf2q/bP9S/6//z0BbAH0/9P9M/x8+6r7ifxg/QP9QPuh+aP5Kvo3+N/yve077g32lgAQBrUB6vXQ6trnoe3M9cX5T/mM+cL9zQLjAs78ofVq82D30f26AkAFDAdPCQ8LdwpgBxIECAM5BFUFxgSeAwEEMAYcCNAHjwVMA5oCVwMqBCoECgRSBRUIqQkMB8sAs/tN/PIBLwdRBwADOP8QAK4EEwgZBtv/4Pqe+zQBcgczDLgQUhViFigQcwT8+fX1Z/gP/6sIIBOpGDATygNi9LjvrPf/AzQKUQYM/eb2AfkpAQUIjQd8AMH5WfoSA5wN0BFrDFEBe/ez8nfxgvA074DvQfIv9ez0Z/C06VLkxeL/5FLorunf6Arpt+z+8Qr0y/Cb65TpaOzK8Zb29/hf+Lv1NfSY9yQAqAiDCjwEh/tq+Bn+GwgCDpYKUABS90r2D/2tBTcKBgkkBGL+4flW+NL6YgBpBXQF9f7b9RLydfm2CYMYuhuvEjQHyQSlDtQdGCggKGMg9BcPFR4ZeCCAJbAkgx41FmcPhgwkDowSDBbsFD0O9ATr/Wj8BgA6Bb4HOwW6/vn36fSx9rn6xfy8+uX2G/ZQ+1EENAtGCyAFSP63/PkBsAnIDFgHkfyf9Lz1hv5tB7IJ2QSH/WL4wvZd9y74Zvfz87Huserx6iDvBvPV8WfqnuDp2szdlehA9Rz8BvmX7qfk++IA7D77tgjCDhMOOQzqDWYSJhXqEw4SzRTeHFolFCmXJ9QjZR9EGbYRBg3/D4QZSCFpHsoPu/0689f0fv2KA1gBQfnh8SXvY+/Z7nPsNerH6Ufqz+nD5/vkmOIm4unlA+98+t4BvQBw+V7zVPQH/J0FIQxkDWMKgwbQBfMJQBC/E5kRAQvIArX6xvRS9U0AkRLmH8UbPAZh70vrDABpHkYt4R70/E/gjtvI7DED4RDyFMwUMxCeAcfq/Nq44hsAQByjH+AIke3C5Pzx6wQUC44AOvEj7NL1CwXPC0IEivUt7BnuovZM/Rf+w/qO9qnzyfPB9wP95f2w9xPwpvHfABYVyB0XEMvwQNKzx+bWgPN9CHYI4vb54kba7N9l7tP9DAcBBP/y9NsMzxDZ7/bNFUoh4xLu9KHYUcrszBXcl+96/rkCVPzU8B3nXOPb5TzsVPMY+fP9oQMRCvkNbgzVB0cHlg/ZHQwqRy55Knsi/xr3F6EaVh+dH1UZUBOhF8wnZDgzOhgohwt99KTtK/YMBOELDwlNAAj63/kw/ML7KPji9DfzMPDt6dzk5+cl8xL9FPto7ODbo9b14NnyEP8I/mrzTerb6xz4lgbuDWALFwPF+pX1BfXw+XcCRQiNBHf3NuqD52bxq/9kCEEIUwKZ+mHzfO6b7fzwWvds/zcI7Q80FJIUTxPOEiETmBPRFUYc8SRyKKIh1RQkDFYMMxDFDxYKRAblC/YagioaLxckIhCKAJ/+UAhKE3AXhRXwEkkRlQ16B6MEKAqFFJMZYhOgB40CVgphGO8fqRreDZ0E1QVHDyAYfRjwDzEFSv98/yQCWwSrBscJnwq9BBL5eO8I77v1SvoT9gjrQeBQ20rdg+NM6ZXqB+d74gHhhOJr41nhAt4Y3fXgGOqW93gFUww7B3b7Svb2/yUSFB7QG4QRmwtmD3oWhhaCDPD/1vvWBPgUeiBlH5sTrQU6/Ir3RvWA9dj5vAA8BFz/W/QM7I/tw/bt/Rr7Xe8z4+jeJuQv7aDxPO1t40HcKt1b5GbrBu5j7dHsOu2h7Q/vffTK/V4FiQUv/xL5nPj+/HoBigJIAAz9z/q8+Z34xfbB9ZP4OAAUCSQNkgnxAK33J/Ds6ybuI/kGCfkTORIhBi377vtXCOsVqhkrEkoIJwYjDU4UIBFVAtzxj+uK8u7/sQoKD0sO1QmzAGbz/ucL51HyTQASBGj6eu1q6tbzsP8KAuL4Je0w6U7vIPnJ/vr9k/pN+Zb65voH+E30T/PU9Ev1YPOE8qD20v6kBVAGywBA+YD0OvX4+kEC1QXEAaj2YumT31HcWd+65WvrBu557j/vnfCt7+3pxuGs3iDnm/niCywT0Q0xBSYFAxFdIGIn8CLcG88dJitLOqI+6TO8IdsUvhQCH+wr5TWhO4A8XzbrKJQZDxE/E2waERwwE2wFs/34Ab4NthUPEfMA+O9A6QPv5PnrALcA+Pok8lLoHuEn4VHpWvO89eDs49+q2r/iRPKE/Un9ovRU7WXuIfZj/ZD/tf2l+un2qvH76x/pIusV8Bb08PUQ+AH8UP49+QTsVd7Z2mDlV/YSAZb/2Pco9dX8ygmJEmkSWw2HC2QRlhtKIl4gDxdPCzUB7/rF+iIDvRKyIZIlmxrACNv9vQGSD0ka0RezCST8bPtZCCYXjBr/D8AAd/iV+xUG3hDeFikWWA/7BTYA5gIkDTEYVxxvFigK1v+D/kEGARC5EwMPGQZ1/7r+BQONCD0LdggTACz15+zk6tftVfCk7VjmQOAr4Z7o5e726wXggdRy03Hd6+ij6xTlKt8R5H3zzgL+B3QDU/5WAAUJaBI4GG4ayhkJFZYL1QF7/10IuhdCIxkj5RdtCo0EkAgsD/EO2AXs+q729fpfApYGuwXDAcb87/fg9FT1tPiV+1n6KPTM61Lmuucd7zH2GPbp7SbkIuGg59PyZPvx/Xn86/rB+1n/mQQ9CZ0KzAcXA84AgwPuCO8KIAUl+tDytva2BO8SoBZeDU//xvf4+rwCwAU/Aej6yvn7/psFCwlUCUQJ9glUCmsKrgzKEksaXB0ZFw4Ixvez8Mr33QbpEK0NdwGX+Nf6AQRDCZwEjPmb72jrRe138zv7tABuAAj6SfEA7KPtZ/SG+in7hfay8SvyrPgeACgC/vyC9BbuZ+wO72j0a/pd/t/9UPnl9Mb18fxtBb0IZAVZAIr/RQNhBRL/MPAt4dvcvubG9mb/Kfk26VjcONtK4yjrs+zA6djnI+pV8AX5qgK9ChkOgAsZBrwEXg2DH34yajpMMVMdkg3/DfIcLC35MkIuzifIJuoqLy96L9wqZiL3F5cOMQreDBMUixmuF5wN+v8Z9gP1cvtwAhQDY/ym8xfvLfAM8//y0O7F6KzjUeHw4rHo0+838/7vg+kx5zzt5Pfr/uH9t/hg9yz9wATUBHb5IOla4JjmrPYdA9cCFPlL8Nru//El84zv8Ok95sLlzucb7OLyq/qy/5r+Efgc8hT17wSgGxkrQShSFcAA5vgvAO8MnBOdEPQItgNtBHYKqBJuGHUX0g4SA+f7jv6kCb0VeBo9FOUGR/se+RkBMQy/EQYPkAiOBBsFWgg0DL4PhBFTD3AJnQRQBjcOMxUTFB0L/wFKAGsG8A3xD2oL0gVjBUoKjw3wBxT62ezW6P7ta/Tf9FrvMekY5ujkHOMO4fDgiuIx4v7cZdWO0gXaP+nn9Yj2Nuwz41Loo/x1E44dwRajCD4AawI9CncQPBImEcIPlg97EaoVqhoWHb0ZlxCvBQT/dABlCNwPZw+4BbP5vPQc+hMEnglwBjL9kPPp7Szu+PO++wr/0vgz65/fHt996Q/1uPdN8FrnAeep8dz/MgceBCH9K/yiBN4PzRMaDUcCkvy1/qkDvgWaBNMDgQXrB2sITAeJB5EKVQ3vCocCtfkh+BsAkAvgELwLawHb+2cAywtVFukavBnlFfwRPQ8kDmIOOg5TC1QFiv8D/wQGBBE/GFkVzgiC+unzN/ikAd8GgwNJ+171jfXo+f/90f7I+8/1YO/E7InxE/wCBe8Ekvu58Int9vO0/BD+bfUJ6lDmOO5E+xgCy/yt8HTpT+7F+/AHmAvdBo7+w/bG8BftLu1r8UX2//WW7ifl1+Gl53Dw/PHa57fYGtFA2L3pivku/qn3Hu6q6vbwEP7wC7kVvRlNGWgXCheHGZkdFSBXHicZZRWwGAYktTFbOak2kywpIqwcZBxHHoMf2B7CG1UWYxARDbYNeA83Dc8EbvrT9ff6FAUBCmcD5vTe6BTn3e32863xcOgU4Zji/+qd8crvS+eB4JniTO3u+eEBPQPk/x/6ifM17vzsIPGm96/6D/du8ITuLPWl/1MEcP1k7jHhit555yj1Pf4k/UXzwOfZ4vToIviTCZwV6RfwEVAKcAiDDgcXKBnmEHcDPfvL/lcLqBcJHFkX3A0pBU8BwAOiCkoR7RI5DvUGbgPaBsgNrBDyCvD/iPiA+/QGbBE3Eq8JrQCS/yoG7AxeDZcIcQWsCKIP/RKJDngFCf+k/50F8wt4D7oQNhHkDz0KvACj+H735PzmAZX/B/Z87FXqCvDx9lj35e4B4knYNddv3hDovezc6P7e8dVs1ATdkOyq+xcD5QB2+qz4RwD0DMAUcBFcBgr9y/y+BYUSxBxbIEgc0hJMCdgF4grnEwkYfhE7A1j3+/ZbApMPgBKEBzf3qu6G81//gAYPA4n5yPK08nH1EvVY8DPr2ulq7FXvXu/K7JnqC+uy7Rnxb/U5/AYFvAuZC5kE5PyQ+4QBcwhYCXgDoPwk+1YAIgj7DBoM9QatAQEA+gKGCO4MNQ3GCKQBg/ta+g8ABwrXEV8S1QwcCFQKPhO5HGQgSRwHE+AIzwH8AEMHAxEYF10UvAotAtIBQAlJEA0OewFh8yDvV/jsBs0NnAaH9zntx+7S92b+WP0L+Bv1Gvf1+mn8v/qv+In4bPna+E72P/RA9WD4UPn69AHuaeuy8ZD9nQZgB+0B1PxX/B3/qAAf/mr4v/IK8FjxV/Wa+Iz3GvHq56Pg3t7+4o7pJu1Z6i7jWt684brsQvg4/U378fh5/EoG3BGwGuceOx4QGZ8RnwzLDnQY/SP4Kc8nQSLwIPEmci+vMTAp/BoKEkEVkCCFKPwkDhjiCpAEpQTbBcYEtAJtAtkD8wNnAFP6EfW28gfyS/AR7T3rYO1X8Uvx3eny3iLZ6d1K6qP1j/nP9tzyCfJo9B73MfeX893tQ+m76AztV/QB+2r9z/mh8Wzpb+ax6oLyzvZb89Pq9OML4+7m3eu77+zyVvY0+gb/EwZsD4sXAxnREcUGRwA0A5wMWBQ9FJgN9ge5CWoRxhbqEq8Hhv6r/ysK7BSQF9cROgphBk4Gawa2BPQCJwSJCOEM3A12C4IIFweXBngFXwRRBgcNahXvGK4TwAj2/wr/ZwXcDV8TQhTnEa4OPAwpCxcLwApuCF0DAP2U+Pv46/3ZAqEB8/er6pPileQR7TXz/fDn52zetNlO2vjdn+LQ5vroi+jy59LrlPaxBD0OSQ2kAx76OvnmAQwNWhLiD14LEww8E8EaoxthFSUO7guLDrsQlA61CeMGGwgOCiII9gEH/LX60P09AbIBy/9f/jr+xvyJ90jwU+wf7xz2evoF983sQeL93d3hkOrr8qP3o/g3+Pv4LfwJAUwFUwa/Ah38C/ct+NP/hggMC8AEd/qo9BX44wHFCnkNAQrEAyj+LPvW+woAngWCCKQFoP7f+Yn9bQk0FjkbEBalDNMHOAsHEhwUUA6kBS8CFAeuD0sUiBHiCiEGOAVMBVcDNgBe/xsCYQXdBLz/pvm09jr3Pvie92v25fYS+WX6o/jF9F/yHPT0+BH9Yf0O+sn1EfNK8iXyrPFv8YryzPTx9p34QPv8/wMFLgYZAab4cfPW9YT9cQNOAuD6cPLV7Rnu4vD98k7yL+5T5zjgz9z030fo++8r8W7rQOX25hrzegNiDmYPFwsbCpIQUhpCH3obRBMaD8cTdB4UKBIseysyKhUqoCkTJ8YjESMMJqkprCn+JFce8hhPFaoRCQ0SCVwIJgtTDtANGAib/+n4F/dQ+dL7avvl9y/zzu7t6ovnheWx5Vnnmejr6ILqw+9w94n85vqy87Hs/eq27qDzofU/9AHyJvGt8VDyjfL98snzmPPG8P7rx+hH6hrvlfFd7bDkV9+P4+PvWvwJAlIBnwArBZwNsRPPEoUM4AaOBt4KdQ9AEekQnRCDEMgOtAqZBrIFgggeDHwNzwyfDPwNlA4+C/IDxfzM+tn/pggUD6wO2wdV/1/6Nfs/ADgGnQppDGoLHwhQBHcChwOsBTAGxQQzBGAHvg0+E9MT/g7oB2cCRAD6AOkChASgBHYCy/2b92Hyt/DU8mT1//N+7brlKuJb5O7n8+ZK4BzZrddF3XblI+uj7ajwePeKAIAGtgVoAOn8hf+IBmgMvg2ADDgNjxGgFpUY0xbWE9MRpRAyD8cN+w02EAoS3g+XCHz/Afpv+xsCnQj8CV0FBf4e+LP1kPaP+Rj9rv7k++z0tO336oDtvPBL7wXp7ONs5iLxKv5HBmQG/QA1+9X4oPos/3EEaAgJCS8FQ/6R+ML4j/8TCHsLZwdqAJD9TAFkB4kJqgWT/6n8r/66AukEgAQ5BAgHzwxgEpsUkRMtEroSSxQUFP4QNQ3cC+gNcxHkEyMUmhKrD08LMAaBAp8CzwYtDCsO0glfAAX3NfNU9pn8PgAa/pD3xfBJ7SnuKPLO9lv5JfhC9E7xXPK09vX5+PfO8ProyOUf6YfwtffN+4b8B/uD+P/1//RD9+v8oAIxA3r80PIb7mXyTPuT/8z5ke0D5B7jn+gX7Uvrc+QU3pPczN9B5Brnn+gW69bvIvaZ/NECDwmsDscRIxEkDioMoQ0gEqIX7xwLIpkm/CigJyIjwx4+HtUiFiqeLwYw3CqMIqYazhWUFLEVBheGFioT4Q1YCesHNQn+CTEHKQHY+yn7Af/cAqoBK/q975HnAeXn54zt4vIk9vv21vXN863yHvT193D7+vqM9Z7u1Ovg73f36/tK+ebxIeyk7EryhveP923yNuzI6ILo8Ojx5+7lC+Wr5lXqA+/C9BH85wNpCUEKKQe5A1cDYQZLCp8MXQ1aDo4QgxKqEQQNowZ0Am4DVAnbENAVUxVED3QGjf9s/mYDggofDl0LqgS1/yEALgS5BqoEJQBZ/lYCJwqFEG0R+gxUBugAwf6/ANQGRA9rFl0YCxTvDOUIJAsTEWYU/RDaCEoC8AFZBmEJIgaT/Wb1o/JY9Sb5Xfmi9ELtrubQ4kHhaeDq3mHcsdmg2OPa5eA06f/wpPV09jX1v/Sa9vn52Pwg/sn+8wDBBQcM+hBSEuEPkAtWCJ8I4AzyEgkX3RX+DpYFxf4X/sgCPgitCd8F6P9L/Pv89v99Ab7/CPwp+ff4Sftc/rL/6fwD9c/pO+AF3mDlTvKu/EX+2fed8Crw2fe4AR8G3QLY/Mz6tP5hBC0GjgIn/dX6Sf1cAtEG4wiTCKMGAgS9Ad8AyQGeA58EpwNrARkAcgE3BX0Jjgx2DpUQmRMjFvEVaxKtDQgLgAyWEbYXlhu7GswUSgzZBZgFxQvLEzYXuhLlCDkAE/50AkcIrAnXBBT9d/ei9jv5yvu1+9H45fRF8s7yIfe5/dQCVgIE+0fwfOiL6ATwDPnP/Az53vEc7nLxYPnF/2UAUfwn+H33Ifoy/Rz+VvwM+fb1Z/TX9Kb2E/jo9gHym+rv4wThXeJm5Xbm5uO239rdqeD55sDtN/P59179NQOMB5kIwgZxBFwE6wfXDkQXLx65ICgeDRkXFt4Y7yC4Ke8tvSsXJvohFSK5JL0lbSLrG+sVWRNMFJoWmhdYFSQPZQbO/tL8VQLTC5MRHg37/hfv3+ah6RXyEveH85DqNeT95V7uzPan+Vz2v/Ay7YbtjfDf8331h/Ru8eHtIeyM7YTxs/V799P1CvK87pXtAO7d7ZLrbudL4/7gMeGj4wPoDO7T9Lf6dP4cALEAAwFLAeEB3wN9CFIPjRWEF7kTjgzDBhYGhQp6EMET3RLUD80NCA4dD7gO9AsLCDIF7ARHB/oKsg24DLYGzf1q98n4XgJ8DgAVnBFXBwL+xPtoAIsG8Qj7BnkEgAWLClYQHROqEaoNygn2B8gIkAuLDlIPIgyBBa/+mfub/fIB2wOCAF35zvJK8F7xW/LN72Ppt+Hc22fZNNpE3YXhDOYy6tvtdfEo9Q34z/h99132dvjG/gAHFw1gDs8LCwldCRgN5xEbFeIVShWgFPkTixIZEG8NMQvyCCgGyQMBBJAHnws3C9YD7Pj28WL0n/4gCV8Mawaw+6ryuu5h7v7txusZ6YvoL+un74TzR/UI9dLz7vKz8yT3wPz7Aa8DuQBM+3D32Pe7+9P/bwGqAKL/GADeAVoDOAOXAY3/+v3x/Ej8H/yG/Az9Nf2c/ff/dAXJDC0SIBLVDMwGdAW5CmgTvxncGY8UUQ6PC4kNKBImFjUX4BRoEC0MjAo9DDUPjw/UCvYCgv3F/kYFZgrwB7D94fEm7HLvH/h4/ygB2P1b+fH21/YP9/n14fMh8m/xePHk8ejymfQo9mH2K/Uq9Gb1Evn4/GD+fPzo+B/2p/VR97j5W/tq++j5Y/ed9DvyXPCW7knsSOkj5sDjk+IX4oXhTuGM4x7qLfS8/WEC1wBK/Of51/wNBMcL3RDJEiYT1hOqFWsYlBupHvAgsSFTId0hayVsK+cvSi7kJbMb8xb+GukjdSnCJQIaSg3rBvoIew8xFJgTqw7YCL0EnQIgAcv+1PpO9UDvtOrD6bbsK/Gt863yr++07XPuHPGE8zD0PvOp8R7w0O7k7cTtwO6a8HDyQfPO8ufxlfHy8QXy2vBZ7hfrfOed4xXgud6M4ZDo3PCA9qf30/VC9FH1Jvlm/poD4Qe1Cq0LBAsBCjcK7Qt1DZ0MNAkuBoMHCg52FUcXlxBgBcX9fP8GCd4SmxWcD6EFS/4R/ZcABgWNBxEIAQhLCLYIswgOCLEGWwQyAZj+sf6lAgkJUw54D2gMFQgFBsEH+wvHD7QQYw5zChQHhwWbBRMGkAVjAw8AEf3S+3r8df2G/MX4hvPm7nvr9+cz40/eMdzN3hHlies378TvAu/c7g/wc/LD9a/5df3X/y8Ah/8+ANYD5gjkC6kKNwd6BpwLQhTKGQYXJA3/Amn/2AP4C58RWRH0C8IE8v4w/Lv8zf+sA00GiAYFBZoDcgODAz8BNPsb8/3s3es6757zgfXc84TwXu437+jy7/du/BD/gf99/ln9If38/R7/fP/S/hn+tP7sAHcDjQSqAwECNwGqARIC9ABX/rj7rvrF+5j+bgJ3BpIJkwokCbwGKAZwCbAPMxVjFv0SqQ7oDc4RwBbFF5kTKg7VDA0RyRYyGAMTfwpfBPUD/weRDGMOmQw3CNkC3v1c+gX5m/nG+gf7R/r/+ZP7XP7Q/8v93fgZ9Gfy7fNO9iH3BPYl9LDy4PGR8f/xnfMK9tb3wfcx9gX1lvUs9633/vVy853yiPRD97D3vPRz8MTtge2s7avryOap4Jnb5tjK2ELbDuDv5aHqaOz461LsTvDB9w3/RQIRAWf/EAIFCjsTJRinFg0SCxD9E4EcRSWCKh8riChAJYgjfyTAJ2wr6Cx1Kpgk/R2WGWgY8hitGGIWPxOIERYSWRPaEnkPMwroBK4AYf1g+o33QPWt86jyHPJQ8mzz5vTH9Yz14/Qs9e72z/iQ+G31a/Gy737xwPQC9ubzofC471zyMPa293X1ovBG62rmOOJk33rfLeN86JXrWOro5inmDutn85L55/mW9r/1dvuaBbYN0Q59CekCWQBrA8gJpA80EroQVgyNBzgF4gaBC/YPMBGUDnQK9gc5CIQJWgksB9QEigS0Br8J4QuiDIMMmAs3CVsFsgGaAP8CQAd3Cu4KdQlcCDQJlgsIDpYPZhDyECERXBCGDpYMtgvLCy8LXQjQA9T/i/7//zIC4wIiATf9evcD8K/n4eBS3q3gQ+XB59jlmuHf37fjOev58Anxtuxy6eDrrPP+++f/aP6o+uD4QfsXAQQIog2CEFAQ5A0bCwsKkwuJDpIQGRCnDUQLagp/CowJfQZ2Atz/IQDQAkoGGwlrCpMJHgZ5AIX6ffYa9cv0S/P573Lszep96/Psku2k7QDvp/Ia94z5zvi99m72+/ha/JD96vuv+Zb5B/wd/w8B7QHLAtYDswMuAS39dPod+27+bwHMARUAPv+vAcgGTAtmDFQKJAjoCDMN1xK+FiEXVBRREKINMA4tEpwXLhtrGpwVxQ98DEYNmxBJEx4TeRB/De0LhwuoChMINQSrAMz+sv6u/wwBUQL/ApMCCQEV/4/9svzz+6L6yfg496L2yPad9kz1NfPV8X7y/PSN93H4ifdC9gj24/bJ9w34BfhC+H/47fed9gT2dfch+vL6IfcU75jm0uGu4SfjV+Ja3ijaoNnI3e7jVeiX6WLpYerM7e/yTfi6/Jj/ygD6AKYBPgTrCC4OJRI8FKIV9BeWG0sfjCEVIi8iWiOxJa4nlCcZJYYhYx4iHFIatxjIF+gXYBi9F0wVABKKD3MOZA1xCiUFLP/r+kb55fic96v0evE/8MHxqfTS9jL3Z/ae9W/1svUn9pn2f/YC9fjx2u4q7lrxHffk+3H8WvhZ8hLuK+0m7t7tcOr75LvgUuC944To1+tr7P/qg+n76Y/t1vO3+l//MwAx/mL8kv3zAQ4H5QmDCYcHYgYFB1YIxQgYCI8HPwjICdEKnwq/CQYJSwi/Bk0ETgJOAl4E+ga3CJwJoArwC0IMQQplBiwD/wLnBVgJggrgCLEGxQbtCWwOyhH+EtgSjxJ9EmgSiRKIEzYVxRUME/gMoAZHBK8HPw69ElIRawoCAjP8DfpY+QL31fFI6x7mZ+Rc5ljqp+0H7ijrXec95tvpzvAX9175m/e99O/zMfZO+nz+2QGHBMAGdgiMCVkKgAstDbEOAA/fDXEMSwywDeAOhA34CDIDOP+m/rEAWANMBZQGhgepB+8FGAJ5/SX6APnJ+Dj3PvM27qXq5Okr67/sye2l7r7vsPAR8Zrxw/PP96H7Rfzy+GH0uvIS9oz8BAJrAwkByP1//Mv98/+WAKL+5fpY9971TfcM+yr/OwH6/5L8NPrI+3QBVgjADBUNsgpxCEsISwo6Dd4PpxF9EmISmBHjEDIRlBKxE9ES1g/xDOEMDhCcE90TuQ+kCQkFMQPCAhMCOgGEAVQDEgWjBK0BJP5u/CT9n/6v/rX88Pnv9/f2E/af9FrzoPOm9ef3n/i19+z2+/eM+lz8b/sl+Cb1HfVw+PT8tf9W/+j8lvqw+ab5w/ik9Snwdelw4/ff3N/94bfjy+KN3+3cAt4a43Xpze0875LvPfHy9Hn5Pf3B/68B3wOZBsgJeA20Ef0VMhl4GnQaRRvbHvck7SqqLTssUyiZJGYiNCHxH2oeTR0NHR4dehzAGqMYEhcJFmsULBGcDEQIRAUcAzkACPzz9xL2sPa198n2DfQt8q3zDfj0+yr8Wvgj86rvRe8R8Uvzz/SG9er1dvZP90X4vfjP99T0KfBd60rooOdH6Fboy+Zk5M3iDuPY5BPnDenZ6ufsZu8h8tf0d/cE+lD8FP5W/60AyQKEBYwHYwcYBcUC+gI2BjwKHAwdC0kJFQmaCnkLegkFBfAA5f82AgoGNAmyCqMKbwlyB14FYQQvBfQGbAfcBBUAefxJ/cACiQlbDXQM4AiOBiUINQ3hEhcWcxXQEXMNugriCnMNiRDoEXUQFA0XClQJXAqRClIHdACa+PHyjfDa74ruz+uo6GzmbOU35Z/lDue66dHs8e5o7/TuGe+38HHzXfYj+SX8ov8AAz4FLQbvBvsIgAwTEAoSHxKhEeoR5hItE3kR5A3NCbMGRAVpBcUG7AgUC/QLiAomB9sD/QLdBNcGKAVc/iv1p+4E7uHxj/Ui9Z3wi+vd6fnsIPPs+Hn73/mS9azxL/EV9Wf7cwB0Aa/+JPsk+qv81gCvA3cDnADd/NL5S/h9+D/6yPyY/j/+tfvu+K74SvxTApAHdgknCAcGmwV6B0sKcAx4DRYO4Q6JD1kPdg75DeYO8hCsEuQSzhGlEEwQdxAaEJIOFAxHCZ8GaAQoA2cD4wQTBiAFpgGT/dL7s/17AbADCgJe/c/4FfdZ+HH69fop+UT2OfQ/9Cf2svhm+kT6PvhS9SLzIvOj9XD5ffxG/fH7E/pb+Tr6sPtC/BX7MfgW9Ezvdups5uHjxeIp4hvhlt+V3vveo+CT4jXkB+b06PPssfDd8rbzDPWG+Mv9ogLsBJ8E0gMIBTgJZw+zFbIaEh4oIF8h+yE9ImMicyIUIuogMx/jHdIdth4VH5cdkhoCGLoXcRmwGuMYpRMkDTYICwaWBdQEoAJk/1P8Ufp2+Wf5v/ku+lb63/nc+Of3vveO+MT5lvqv+lb68PmY+UD5D/lv+YD6vPs5/G37gfn/9jH0I/EP7rfr4ep461XsFex/6uLoBOl+6xzv6fEU87jzxPXn+ZL+LwFrAHb9F/t2+6n+CwPFBtEIFwn5BzEGxgSaBJMFYgaABcIC1v/e/moAugJdA4oBDP+V/j8BYAXqB+wGDwPp/uP8sP02AMUCRwSxBK4EFQV6BvII8AtrDn4PIA9FDj8Onw/OEaQTaxRRFOUTXhN0EvIQLA+7DcYMzwslCqkHyATbAaj+rPoC9p7xpe5d7fbsfuz16zbsye3a79DwB/Dg7sfvzfM3+Zn8tvuc9/XzLfTd+KX/VwVZCF4JMAr7C3kObBCXEHwOpgqKBu0D3AO+BWkHjgauAtv9cvuT/VEDHglHC4YItgJK/bz6IPui/C39zvvg+Hj1vPJu8aPxqvJv81LzmvIW8j/y2vJ48zH0nfXq9zb6Bvuf+e72/PRR9Zj33Pk3+p34+PZt9zf6RP3t/VX7Gvf789vz3/be+yUB+QT+BR8EPwGcAKsEwwzyFHEYLRWYDf8GwQUuCq4Q0RS3FAAS4Q9XENUSHBUKFfcR/QxaCE0GqQfxCssMOgoiAwv77vZ1+ZcA3QZjB44BZPlH9Pj0+/lP/7oBtwAF/r774/o3+//7uPxD/aT92f24/f78h/uq+WP44viT+2b/KwItAp7/pfyh+y/9pP+TAN7+avsY+Af23fRn87bwn+ym59Xisd/D31zjcOha647pYOTk4C3kxO5Q+0sC1//g9u7uXu7P9VwA8AfWCf4HlwasCGYOnBV2G9odbBz1GLgWSBgbHSch1B9JGCoPigshEbYcGCZTJggdlRDmCHsJXA9PFCIUZg/WCZQG3AXBBYQEDQKV/1b+qf7c/6oAAAC1/eX6T/kF+mv8ev5C/lr7L/fp8+byAvT29V33hvei9nL1y/Qb9fb1/PWk88TudOkI5z/pIu4L8ZHuO+gS5NvnufM1AfAHNgTt+V7x3/CQ+EMD8gqfDD0JBwROAAYAFANYB74JVggbBIoAoQCyAzoFtgCF9iDtiOw39+8G9xCFDjACj/VA8ZT2zf/ZBfMFmQI/AFgB6AQuCD4JVwhHB8kHUAr5DTkRshLZEXMPbA25DcMQwxQAF/AVTxJIDrgLMQsXDCkN5Qw9Co8F4gCd/lj/4gDu/wT7M/R37y/vsvGi8lLvLepI6bfwof1pB5oGcvvS7dzmBOqy81j9jQL6At8Avf4R/jj/ngEiBLgFTQYeB7IJuA3rD9sLRwBN8hzry/BVAAAP3RLVCtX+V/i0+tYBTwcICKYFlwN+AzAEhgO0APr8MfoJ+bf4R/ip9zv3v/Zn9Ubz6vHg8rD18PfB97z1J/RW9IP1G/aV9aj0B/Ss82PzmPMG9Zv3H/os+5z64vmJ+jH8UPzD+FLz7PHz+SgKsxmQHkIWQgib/8EBHQu5E4kWdxSZEZ0QDxEQEd4PPw4gDV8McAvlCjEMWQ8SEckMuwHN9dbxvPkTCCUS/hDWBg78bfcp+aD8x/2d/Ar8Gv6sAaEDEgJC/mf7pPtF/uUA0wEGAUf/L/1W+7/6//sO/qb+kfxj+TP4aPoz/lwAaf+l/G362Pk2+mL6Gfq++TT5Y/dv82TuDes36+rsUuvF4yPaFtdH4N7xRwCsAWL2cOjY4s3obvQG/VP+wPq193f4SPx2AIQD6gVtCLEK8AuODBEOAxGTEzwT7g8ADT8OGRTvGlUe8BwkGW8WTxacF1IYyBcNF3AX1hiwGX4YRxViEQ0OgAtzCfMHRAcJBzYGPATyAcoADwFaAR8Anv3F+xz85P2U/kj8nvdG87jxJvOp9Sb3Kfe09p/2ffZ79fDzXvN69Ln1k/Sc8NTsLO188iD5Avw0+bLztPAi80P5nP7z/9/9tvsq/AH/zwGlArMBiwA1AF8ANQB1/2n+RP3T+wj6a/i89z/4h/n0+jT8RP0L/jn+kP1i/Jz7Mfw6/rQANgIkAkAB7ADSAWMDogQuBXEF7AWwBpMHrAg2Cv4LPg1TDY4MJAwdDUYPMBFeEYwP7gw4C0ALawxsDWwNgwwhC14JAwczBKMB9P/y/rD9mPsd+Vv3+vaT9zH4Ufhf+Cn57/rk/Kv9cfyy+Qb3DfZV9w36n/zF/Uf9EPyN+7f8Pf+bATsCwwCL/nP9PP7Q/1UA9/7D/Ln79PyM/2EBAAHv/jv9vv2aADkEoAblBnUFZgORAU4Arf+P/4r/4P70/OX5xfb69D31DvcR+fj5TPmK95j1K/R781LzYPN084zzsPPK86nzLvOX8nnyYfNe9cT3k/k9+ij6YPqv+8j9hP/u/2f/h//SATwG7wqvDZ8N8wvRCpUL3w0rECQRnRByD7EO2w6yD3wQdRAnD7EM5An5B7wHwAh7CWsIigWOAqABdQOlBrQICwgSBbgB9/+FAJYChAT8BMEDtQEeANT/wAAQAroCJwKIALj+q/2+/Xf+9/6u/sj94Pxg/DP84vsb+//5I/kp+UL67vtJ/aL94fx2+wL6C/nX+ET5tfk7+U33SvRU8YTvF+9m757vde9C74/vjfDq8Q/zkPNu8wbzyfLv8m7zE/TM9Kb10fZ9+Ln6Rv2//+MB2AP7BVEIPwrsCisK9QjVCLkKIA54ET4TJBM3EgcSdRP5FQ8YcRgmF34V8BTlFWUX7heDFj8TOA/cCzQKRwoEC+UK7Ah0BfsBQQAZAcADKwZEBlsD4f5h+6L6PPwN/gj+2fv6+Fr34ffT+X77fPu8+XL3FfYx9hX3j/f99rb1n/Ri9BX1O/Yk9133+/ac9ub2BPh++aj6G/vp+mD67fnr+Yj6fvsw/B38avvF+rH68fqs+kn5KPd99V712fbO+NL5UPkW+Jz3vfjs+qX8z/y7++L6m/sE/toAegIeAooAlv/mAJwEDwnqC9YLagmjBmkFagb7CM8LzQ2DDigOYA3MDMYMNQ2oDacNBA0eDLILQgxyDQ4O9AwhCt8GvQRHBJMEFQTeAVP+2vr3+Fj5gfsl/vH/PAA5/6r9VPyc+2T7OPvC+hf6pvm8+Tf6pfrC+rz6APvF+9T8qP3H/QD9kvs0+rv5gPoI/DD9GP3V+3n6PfqW++H9+f8OASIB0wDAACMBugETAuQBIgEGAOn+C/58/Qr9bPxv+xn6vPjJ94/3/PeT+LH4Avi/9oP11vTF9Oz09PTy9FH1MPYU92D3LPeG94z5MP39ACUD4gL2AN7+2P1X/i0A0AKHBbkHLgkoCiMLVwyHDTYOHQ57DfsMPg1QDpwPVBABEN0Okg3JDLIM3Qx3DNgKHghABX4DaQNzBHUFpwUaBXMENgRuBNkEIgUSBZoE1gMgA9wCKAOmA8cDPgM/AjcBcQDh/0T/bv5z/Z/8R/yX/GD9Ef4L/gT9RPuB+Xn4g/h1+bL6lvvE+0f7evq7+U/5TPmm+Rn6QvrK+Z/4Bvds9Sf0RvOX8uHxMvHw8Hfxn/Kt8+zzQfNH8qPxlPEM8gbzivQ89k/3G/fp9Qv18PX6+CH9tgCnAhUD6QLyAo0D5gQjB+0JFgxLDJYK6AijCV4NIBISFeMUshLOEMYQdBJxFDsVMRTaEWwP7g2YDb8NaQ35C6EJWAcqBmIGMgdVByoGIgQwAuMAQQAvAKEAOwEpAbj/If2m+oH58PkX+8T7Xfsr+gj5l/i/+Lr40/cW9mT0vvOQ9Fn2E/jP+Ev4DPcC9s/1bfZs9274Q/nC+cT5V/na+LL44Pgn+XP56/mX+hX74vri+X/4T/em9nz2hvaF9nD2gvbs9pP3Kviu+If5D/v+/Iv+Lf8a//v+Uv8iACsBGwLNAlQD8gPABIEF8gVLBkMHLAlaC58McQxzC88KOAuIDBcOPQ+NDwoPIg5ZDfQM1Ay/DJYMUQznC10LugrcCXoIrgZBBQAFqQXYBXkEJAKaAPAAcQKBAz0DDALWABgAsv82/13+Gv2t+5P6IvpU+qD6Pfqa+P/1//Ox9NH4Tf46AQ3/FPm58+Xy3fZ0/Nv/hP/O/G76Tfpc/An/twD0AGoA8//f/wwAYQDaADsB/ADH//T9cPzn+zf8kfxD/GD7k/p0+vH6cPt++yn70fqr+qb6r/rj+lj74vsi/Nn7PvvV+g77zft0/GP8wvuB+1380f1Z/h79Nfve+lL9ZAGIBPkEIwMfAeUA0wJ1BcYGBQaUBLAEIQckCv0KtggPBb0CAwMJBRoHJwgWCD0H8wWHBEsDlgLFAg0EIgYYCOAIPAgFB2cG2QbJB1MI/AfUBjQFiQNWAvwBVgKzAkQC2QAG/7L9eP1L/oH/LwCn/+f9wvtq+o/63/s9/aT94fyM+3D6Dfp8+oD7nPw1/e/88fvj+mv6rPoh+/v6ufmY96H1EvVh9qv4R/oe+qb4c/fE92b5/fpK+yL6Z/g+90n3Yvjl+SD7p/t++/f6g/qG+ir7V/yt/br+Nv8j/67+FP6V/Zb9jP6XACsDPQUPBswFfgUtBgQIQgrbC0gM0As0CxgLrAujDI0NGQ4uDtYNMg2LDEcMnwxTDdgN1g1wDe8MRwwpC40J6ge6BtwFvwQYA1oBNgDR/4L/dP58/D36r/g0+D/4yvdd9q70/vPJ9BX2WvYx9c/z2fPE9WP4Dvr/+bL4PveA9rH2ifeg+KT5dvoG+0f7Q/s1+3P7Gvzg/ET9AP08/F37ovoW+rn5tfkz+hf75/su/PD7r/v7+/v8Zv7U/+kAVwHmANv/A/9B/7oAnQLTA+cDOAOFAlgC1wLkAzcFggaWB2sI9QghCfgIyQjjCDsJYwkdCboI0QiDCVMKnAo0CnYJ0gh0CD4I8gdzB+IGfQZcBjwGzwU3BR4FDwapB8YIeQjxBk8FowQJBacFeAUqBFAC0QAZANT/eP/v/pz+tP7P/kL+3vw9+zD6Gfqy+lr7e/vU+pv5aPjP9+/3d/gG+ZL5P/oG+6L72fvK+9X7RfwK/cr9HP7V/Ub9Ff2w/dX+s/+b/67+s/1p/ef9rP4n/xr/pv4c/rb9kv2r/dv91v1E/f77UPr3+Jr4Mfnx+e757viM96D2bfaA9lP25/XT9Zz2Fvh7+RP65/m2+Tf6dvvU/LP9Af4O/hb+B/7N/bL9Qv64/5oBAANUA9QCXAKQAkkD3wPpA7MD4QOqBJYFCAbiBacF6gW9BqAH6wdhB00GVwULBXUFHwZ2Bi0GTwUVBNkCHgJTAlIDPwQ+BGADkwKNAu8CwgKpAWQA8/9oAO4AqgCT/1T+kP0y/Wj8efri97T2Hfny/rQE1QW0AIn4CfPK86b5GQAAA1UBUP1W+nD67Pww/yH/Hv2M+1r8Cv9JAUUBMP+7/Ib7H/wQ/jUAWwH2AJ7/mv6p/k//fP/S/u79lv3q/Wv+oP5j/sv9IP3a/G393f6cABYCEgOjA9ADswPbAyYF1QfRCh8McwpqBm0CKAHQAysJLQ7UDzcNHgjMA6MCvwQ/CPIKuwvjCnYJSAiBB9QGEgZ7BXEF4QUhBm0FlQMxAS//H/70/Sj+J/6y/fv8a/wu/B38/vvN+8L79vtH/I/83vxA/Xn9Hf0O/NH6RPro+nn8F/7a/mb+Lf0i/AL8v/yn/R/+H/7t/Xj9WfyP+hL5O/mE++f+jAEwAgMBUP9a/mn+yf64/l/+uP5kAIoCIwPaAJ38N/kO+Sj8JwBQApoBLP8n/fT8Tf7C/wwAHf/5/bX9aP5P/6r/f/9k/7n/OwBTALn/sv7e/cT9cv5k/9z/c/+L/hP+wP5hAAoC6wL6AvECiQPZBEoGHgf7Bh4GCwUeBFQDjgLvAdwBgQJDAw8DTwGp/r/84fz6/oMBugLeAZv/af2C/CH9kv7W/1IAIQDK/9H/awB3AZYCXQOEAxcDfgI+ApACNwO5A8cDaQPfAmQCEgLsAeQB3gG3AWQBCAHZAP8AWgGUAU4BfACC/+/+D/+b//D/mf+y/rj9Bv2O/AL8Kfse+i75n/h9+Jn4qfh8+A74lvdj96/3f/iW+Yj69frP+mv6Tfq9+o37P/x5/E78Ifw9/KD8B/1A/U/9af3F/Xn+Yf81AKoAoQBSADgAzQAiAs8DKAW5BaQFegXZBewGOgj7CK4Icwf/BQgF0wQlBYMFkgU+BbAEOQQhBG4EzgTIBCoESwPOAg4DygNLBPYDuQISAbb/G/82/6X//f8PAOL/bf+d/nz9ZvzN+837Bfzu+1X7efq/+Vv5N/k1+WP54vnJ+uj72/xB/Qz9j/xC/FH8ifya/HT8TvxT/HD8ZfwN/Ib7DPvS+uD6GPtD+y/71/po+hf6+Pnz+fP5//k/+tv64vs+/aX+uP8yACcA9v8KAJYAgAGKAm8DBARBBFAEhQQgBScGVQdUCO8INwlwCeoJugqtC1YMXAy8C8wKBwq2CdUJDQrlCQYJfge4BT4EUgPRAlkCmwGRAHL/gP7e/Yb9U/0y/RX9+vzR/Jr8fPyu/Dv92f0N/p790fxA/GD8M/1U/kn/yv/b/67/fP9b/1X/fv/n/24ArQA2AAT/nP26/L/8cP1C/sH+4P7d/g3/lf9TAAABWgFLAe4AcAD8/7j/yP85AOYAgQHNAcQBjwFaAUIBWAGvATwC0wIoAw4DjQLsAX4BgAHmAXECzQLGAnAC/AGYAUgBAwHIAJAATQDl/1n/4f7G/iz/6/+hAP8AEgFDAQICeANABaUGFQeIBooFzwS3BBcFbwVOBZcEfQNiAqABYQGOAcYBmwHfAMX/wf42/ij+Q/4N/kT9E/wG+6z6NftL/FX96P38/dz92P0T/n/+9/5b/6X/8f9oABQBwwE5Al8CWQJTAlUCPwIPAvIBIQKdAiIDTAPsAh4CQAGxAJ8A4AAfAQkBjgDL/+n+/P0h/XP8+fuJ+9767vkL+aD40fhB+V352Pj/93f3zfcJ+Zb6p/u4++n67fmK+RH6NPtI/Mn8pfw3/AX8WfwY/c39Av6b/f38v/w+/Un+Tf+//3//9P6r/gb/AQBIAXQCVAPsA1sErgTPBJoEGQSGAzEDQAOMA8kDzQOtA5gDoQOqA4kDQAMDAxQDhgMbBGIEBAQCA8MBvQA1ABUAJAA+AFAAPADW/xf/Rf7I/dP9Kv5U/v79Nf1j/Pj7Efxj/Gn82Pvv+l/6t/r5+4r9r/4M/8H+Rv4F/iv+j/7Y/sn+dv4z/jn+Zf5T/r79yfze+137YPu8+xn8C/xY+xH6rvi594z3Ffj++OX5k/oJ+3z7HPzb/HX9r/2l/cX9b/6Z/9QAswEYAi8CPgJzAt8ChgNkBGQFbgZsB0sI+whnCYQJYAkmCRQJVQnhCWUKcwrQCagIgQfcBtEGAgfjBisGCwUHBI0DmAOtAz0DHgK9AOT/HwBbAc4CdQO9AvEAEP8Z/ln+Rv/2/9P/5P61/dv8nPzO/AT93fxW/NL7x/tD/M/8wvy/+wj6VPhm95b3q/j4+c/6Afv4+lb7Xfy//eP+af9b/w3/1P7s/m//SgA1AcwBxAE0AX4AEwA7ANoAlwEEAvMBjAEgAeUAywCqAH8AdgCrAPYACQHIAGgARQCBAOAABQG5ACEApP+Y/woAqgD3AKoA8/9s/7D/7gDGAoIEigW7BXEFPQWABR4GpQapBhsGQAV3BO0DngNvAz0D5gJYAqEBAgG2ALwAxwBrAHv/IP7O/Or7jfuM+6L7wfv/+3T8B/17/bD9xf35/WP+3v5A/4j/5P9rABIBqQESAlUCggKgAq4CswK/AuUCHQNIA0ADAwPCAsYCPQP/A58EtgQqBE4DnQJqAp0CywKCAqYBhwCq/1X/Xv84/3L+FP2s++n6EfvV+4/8xvx3/Pz7svu2+/j7VPyl/L/8g/wH/KX7yPuA/GT91v2P/d38dvzY/N/91P4B/0P+L/2U/OD81v3g/pD/5f8nAJEALwHtAa0CUQOzA70DdQMSA9ACzQIAA0YDiQO4A8QDmAM6A90C1wJVAyoE1wTyBGoEkgPOAlYCGQLpAZ4BMQGxAEUAEgAeAEUAPADL//r+Kv7Z/Tz++P5M/6b+LP2n++L6Dvu++2b8z/wR/T79UP1H/VP9qv09/q/+pf4u/sL90f1Q/qn+SP4n/fH7dvv0+978Vv3j/Mf7nfrT+Vv59Ph2+Pv3sves99v3KviX+CT5xfld+tf6NfuG+9D7Gvx//CP9Ef4Q/8f/BgAPAGQAVwHDAjIEQQXhBUIGmgYRB7YHjgh6CTQKcwoeCoQJJwlbCd8J+wkRCT0HZAWEBNYEoQXKBb0E2gIOASEAPwAIAdsBNgLmARcBOQDI//P/eADHAHEAlv/P/rv+Y/8kADYAXP8n/nv95P0h/1gAvQASAL3+Z/2D/A78ufs9+4765fmT+c35jPqB+z38d/xR/Dr8l/xm/UX+xv7L/n3+K/4K/iv+jv4X/5b/5//5/+7/9P8hAF8AfABeACIACQAtAFwAQQDO/2b/iv9WAEUBlwH9AOX/Gv8j/97/nwDKADAAKf85/sr9/v3I/vH/IwECAmsCqwJIA38E8AXXBsMGEAagBRIGNQctCCEI8QZDBQcExwNWBAMFKwWgBLADwgIKAngB4gAqAFj/jv7x/Y/9Uv0d/e788fxP/e79aP5T/qT91fyL/Bj9QP5n/xAANQAhACQAWQC2ADIBxwFNAncCIgKMATsBjgFRAuMCvQL1AToBSwFFAnoD3gPyAi8Brv8+/8v/kADKADgAFP+z/Wn8hvtH+6f7P/yL/FH81vuf+/P7mfwE/cv8FvyQ+8f7n/xQ/SH9FPz0+pn6L/si/Kv8cPy5+xH7z/rs+iP7QftM+2P7mfvt+1P81fyK/YD+uP8PAVECNQOKA1cD5QKfAs4CbgMyBLkE0QSNBDAECARHBN0EfQXEBYYF9AR/BHoEyQTsBGUEKAPKASIBmwHLApcDFANPAUz/Nv5//q7/1wBSAfMA9P+3/qX9Ff0h/Z79Iv5J/vz9gf1K/Zv9QP64/q7+U/5A/tX+wv88AL//jv6Q/Xv9Ov4V/1n/7/49/r79h/1J/ab8m/uI+uj52Pnu+a35+PhB+Bv4v/ji+f76pPuz+1b77PrY+lX7VPyG/YD+8f7F/kj+Dv6c/vz/qQHrAmEDUQNbA/4DJgVRBvgGCwf1BkQHLQhPCfMJnAlzCCgHdgajBmQHGwhCCKMHXwbuBNMDVANGAz0D8QJ5AiUCLwJ8ArYCigLsASkBvADiAFgBhAHwAK7/Rv5T/Rv9fv0T/nH+af4g/uj97f0E/tP9Hv3++8b60/lP+Sr5NPlH+WT5o/kQ+p36O/vk+4b8Cf1S/XD9pP0d/sz+XP+C/0f/Cv8y/8j/cAC6AIsAPABBAL8AbAHQAbIBNAG3AJEA0QA7AXIBMgGCALb/Sf+M/20AaAHEASABvP9f/sX9Dv63/g3/2/6C/pj+bP/AABsCFAObA+oDVAQLBfkFywYgB9QGFgZPBd8E3wQaBTgF+gRhBLIDNQP9AuACoAIfAmgBlAC7/+b+J/6S/TP9Cv0K/TD9c/28/d79uf1h/RH9/vwy/YH9xf0E/mX+Cv/f/5kA8ADOAHAAPAB0AAgBmwHGAVoBhAC2/2n/y/+cAFQBegECAUsA2//x/2sA6AAJAbcAHwCK/yT/8f7J/oD+BP5n/eP8t/wB/Zz9Lf5l/jr+7v3L/ej9F/4c/t/9ef0R/br8dPxD/DD8Nvw6/Br80/uY+6X7E/yg/OP8mfzw+2H7VfvW+6j8h/1c/iz/+v+2AFcB3gFTArkCAwMpAy8DMgNaA7gDPgTCBCMFTgVEBR4FCQVDBeQFqQYMB50GcQUhBGYDhgMeBHcEGAQVA+0BFAGzAKoAwADLALcAjgBoAFIARQAqAOv/ef/h/lH+Df4u/oP+sf6L/jz+F/4z/mj+lP7B/gz/ZP+Z/4j/Of/b/pr+jP6d/qP+f/5F/iX+Mf4z/uL9LP1D/GT7qfoW+rL5kvm4+fz5MfpA+kX6Zfqx+hX7bPuY+6L7rfvY+zP8svxD/c79Tv67/hj/b//i/4cAUgENAo0C3wJBA+oDzgSsBTsGVgYYBs0FygUtBsIGIQf/Bl8GoAU0BVUF4QVZBj4GagU4BEgDCQNvAxIEdARcBNkDNAO5ApQCwAILAzQDCAOBAsQBEQGWAEoABACi/zL/7/4N/3z/5P/c/0D/Rf5K/Yv8BPyW+yn7t/pC+sX5RPnX+KX44Pif+b/61ftr/FT8zftG+x77g/to/JP9mP4e/xr/5v71/nX/NQDdAC8BKwEVAVUBIQJFAyUEOARpAzICQwEfAdYB/wLfA9YDywJOATwAGACtAEsBXQHLAPr/av9m/97/ewDgAPEA5gAoAfABHwNCBOwE7wRzBOEDpAPjA04EYgTbAwIDcQKHAgIDVQMgA3AClwHZAEgAzf82/2n+fP2m/Bn8zvuZ+0z74vpu+hn6E/pt+vX6QPsB+2j6Dfp0+pn79fzq/Tf+Gf4I/mD+Gv/T/x4A4f9f/xX/Sv/r/5oA8QC5ABsAh/9z////0QBeAVQB2QBbADIAZwDKABQBBgGHALL/5v6G/rj+Pv+k/5j/Kf/D/t7+mf+OACAB+QBcAO7/FQCnAB0BCAFnAIr/1/6S/sj+R/+4/8L/Sf9x/pX9AP3C/K/8nPyF/Jr8B/2v/UX+if6M/p3+/v6q/1MAsQC5AKsA2QBhAR4CzQJIA5IDuAPHA9UDBARoBOAEKAUbBeAExgToBBUFAgWUBAQErAO1A/kDFgTGAxQDZAIZAk4CwwIfAykD1gIlAjgBWwD8/04AFAGtAakBFQF2AEgAnAAVAT8B8wBzADIAawD5AHQBiQEsAZcAHADz/xsAbQCcAGQAuf/O/v79f/01/dH8HPwy+2P64vmq+ZX5k/mv+eL5DfoF+sf5hPl9+cz5SPqi+qP6Yvot+jz6kfoP+6z7cPxH/fr9Wf56/rv+Zv9lAF0B6gEEAv8BSAIFA+wDiwSiBFcECgQEBFEE1gRjBcMFuQUsBVEEoQOGAwEEoATXBG0EqgMUA/YCOgOKA6MDdQMlA90CsAKUAnYCSAIJArcBVAH6ANYA9wA7AVEBAAFYAJP/4f5U/t/9dv0E/Wn8mPux+vv5tvnq+Vf6o/qO+ir6zPnQ+VH6FPvH+y78S/xD/FD8nfw4/ff9lP7V/r7+kv6j/hv/1P90AKgAaAAEANT/9/9CAHwAigBxAEIAEADz//r/IgA7AAAAUv9R/mb9Bv1g/Tf+A/9W/y3/7/4M/6f/hwBbAfUBYgLLAkwD7AOTBBcFVAU6Be8EtwTMBDIFpwXTBYMFzgQBBGADAgO9Al8CyQH3APf/4P7k/UD9Hf1Z/aH9ov1S/ev8u/zj/ED9jP2c/X/9Y/1w/cL9U/4Q/8v/RwBhADwAMACLAEsBGAKLAnYCBAKPAVsBbwGeAbUBpAF4AUUBGQELASsBaQGRAWEB1wAlAJv/ZP+B/8r/CQAYAO3/of9n/17/jP/n/1kAwAD2APEA2QDdAAYBMgE9ASkBCQHoALwAhABIAAoAwf9n/wn/uv59/k3+HP7V/Vn9nfzO+0f7UPvi+7T8b/3k/RT+H/4q/k7+lP7u/kP/iP/I/xgAjQAfAaQB8AH8AfsBMAKzAloD2QMCBNwDlwNpA24DngPmAycESAQyBNwDZwMOA/wCGAMUA6sC5gEXAaEAogDzADUBJgG3ABsAn/94/6T/7f8QAPT/sv+E/5P/0P8AAPr/0f++/+L/IQBKAEsASgBrAKIAtAB+ABMAtf+M/4L/UP+1/q/9cPxK+3n6Hvo8+rf6Q/t5+yD7Wvqq+Y/5HPrm+lr7Mvuu+kT6QPqc+hT7dfuz++L7HPx3/Af9yP2O/hf/Qf85/17///8PATAC7AIXA+UCwwISA9MDswQ+BTQFqwQBBJIDiQPPAx4ENQT+A6EDaQODA9IDDAT7A7UDfgONA9kDOQSHBLkEzAS6BHkEEASkA2sDewO5A94DqQMVA24CBAL1AQ0C8gFhAVAA5P5p/Tb8iftp+437ifsR+zn6dfk9+az5Y/rS+qX6BPpv+WD5+Pn++gv8wvz9/Nf8n/yu/Dv9JP70/jL/w/4L/qv9+v3R/p//7v+f//r+cf5c/sn+eP/8//n/WP9i/pL9TP2Y/RP+Sf4U/rn9n/3i/Uv+nP7b/kz/DwD9AMQBNgJxAr0CRQP2A5QE8gQgBU8FngXzBRwGAQa8BX0FWgVRBVUFUQUaBX8EawMTAuIALwD8//f/zf9m//f+w/7d/hD/IP/v/ov+Fv6z/Yn9tv1D/gH/k/+n/zn/qf6G/iP/RQBMAZ4BMQGEACwATgCfALkAfgAWAML/n/+2//f/PABcAD4A7v+W/1n/Sv9f/4r/uP/h//n/8P+y/0b/4P7R/kb/DwC5AOMAlgAvAAoAOwCRAN0ADwEyAU8BXgFSASkB5QCRADkA8f/N/9b/+f/8/5//0f7C/df8VPw6/FH8cPyS/NL8M/2k/Qv+Xf6a/sj+6/4U/1X/wf9KANEAJgEvAQUB5gAdAbgBegIIAyMD4gKOAm0ChQKoAqsChQJYAkoCaAKjAs0CugJkAu0BmwGYAdUBBwLzAZcBLgH5AAMBHwERAccAbQBQAJkAJgGgAb4BfQEdAeIA4AD8ABQBJQFAAW8BngGyAZ0BXgEGAa0AeQCTAP8AfQGjAR8B8P9s/gb9C/yP+3D7dvtn+yD7nPr/+YD5RPlP+Xn5n/m1+dL5Efp2+tL66PqZ+hT6yvkW+vL6+Puu/Ov85vz3/Ez91v1u/uz+Q/95/6v/+f9iAM0AFAE7AXQB5gGKAikDigOYA24DOAMdAx0DHAMJA/cCDwNmA9IDDQT8A8EDlwOSA5oDlQOKA54D3wM5BIIEogSlBJ0EhwRLBOoDkgOHA+QDcQTGBJQE3APaAtAB7ABHAOj/vv+b/0z/wP4i/rL9jP2V/ZL9Yf0d/Qr9Vv3i/VP+UP7O/ST9yfz9/KH9U/6m/nT+6/1v/VX9p/0c/lP+F/6G/fj8wvzy/Fb9pP3B/c39+v1W/rf+6f7b/qP+X/4a/tb9mP1v/Wz9kP3O/Q7+Rf6A/uH+cv8KAG4AfwBxAJoAJgHtAaUCKwOPA/ADPwRWBCUE2QPAAxAEuQRnBbMFXQV6BGkDjgIcAvkB3AGAAdYAEgCE/2P/mf/R/7n/Q/+4/nf+q/4q/5X/m/82/6z+Xf6F/hT/v/8yAEcAGwD3/xMAcwDgAA8B4wB5AAwAyP+w/6j/n/+P/37/ef+T/9H/LACEALMApABkABkA7f/o//z/BADz/9P/xP/U//D/8f/F/3n/MP8A/+b+2/7n/hf/b//Z/ykALADW/0b/yP6g/uT+av/f//D/dv+O/oz90fyX/L/87vzV/HD8CPz4+1r8AP2M/bz9n/2B/bz9d/6F/3kA6wDCAD8A4f/8/4UAHAFaATUBBQErAaYBGAITApEB7ACZAL0AIgFmAUYBxwAqAMf/zf8yALwANwGOAcEBzAGmAVsBEQHjAN8A/QA9AZ4BBAJOAnMCiwK5AvcCIAMiAwwD/AL2AvoCHAN6Aw8EjgSZBA8EQAOxAsICYQMbBFsE5APvAgcCkQF3AUsBsAC5/8X+Kv7r/cT9e/0A/W786vuc+7j7Tvws/dD9v/3x/Nv7F/vx+jf7gPuJ+2D7MfsX+w/7Evsk+1r7tfsc/HD8nPyr/LX8yPzb/PL8Kv2y/Y/+iP9IAKgAwwDRAN8A2QC6ALAA9gCRATwCrQLFAqMCdwJVAj8CRAJxAsUCGANAAzIDGAMpA3IDwwPTA4oDIwP3Ai8DlwPJA48DFAOrAoIChAJ5AkIC6QGAAQsBhAD2/37/Nv8V/+/+pf5Q/jr+lf5B/8j/x/85/4L+FP4n/pr+Jv+S/8T/u/+K/0n/DP/g/tL+7/4y/3P/e/8V/z/+L/1I/Nj79Ptu/PH8R/1y/Yz9lv1y/QP9XfzN+5b7wvsU/EL8MPwC/Pb7Ifxm/Kn89fxs/RP+tP4U/zj/Z//q/7EAbwHWAe0BAQJfAhEDzQM1BCQE2AO1A+0DXwS/BNcEpgRBBMMDRgPmAqgCZwLwAUIBlwBBAFsAvQAdAUMBHQG/AEgA3/+W/3v/jf+7/+H/1/+b/1v/Vv+e/wwAZACNAJkAlAB2ACcAtf9E/wz/IP91/+3/ZwDLABIBOgE/ASIB9ADjABkBkQENAksCMALcAZEBcgGJAbgB4QHbAYYB5QAqAKj/pP8VAKsA/wDiAIUARwBbAJYAnwBIALz/Uv87/1X/Uv8N/5z+Jf7N/Zn9iv2e/cH9y/2Y/TD9zPy1/BL9xf2A/vL+Af/U/qb+pf7U/h3/Xv94/1//L/8g/1v/1P9QAJ0AuQDLAOYA9wDXAIIAGADH/5//k/+P/5L/tf8QAJYAAwEMAZ0A9/+F/5L/EgC5ACsBNwHuAJMAeQDRAIcBQQKTAksClwHxAMsARgEZAsIC6AKRAhYC2AH2AUcCfgJzAkQCLwJfAssCNQNXAwkDZAK3AVcBYQGkAbMBOwE8AAb///1p/Uz9fv3B/d79tv1W/ez8qPyZ/Kj8o/xu/A78pftV+xv72vp6+hv6//lO+ub6dvu8+7j7lft4+237c/ub+//7rvyS/XT+Hv94/5X/ov/L/xkAhQD/AIAB7QEtAjsCRwKWAjED0AP/A4YDmQK+AXQB2QGlAlcDjwNJA9YCkwKnAvcCOwNFAw4DywKzAtcCDgMPA70CPwLkAeMBKgJ0AnoCIQJ6AbAA7v9c/xr/Nv+b//z/DwC8/zb/1f7A/tr+7v7y/hL/cv/6/14AUwDX/zP/3f4X/8H/ZQCTABwAPv9f/sv9kv2Q/Zz9ov2o/cv9F/53/rf+rP5o/ir+J/5U/m/+Qv7Y/Xb9Xv2Y/fH9KP4f/t/9mP18/ar9IP7A/mT/6P88AGoAkADUAEgBxwEiAk4CcwLDAjsDngOpA2ADAwPdAg4DfgPtAxMEwAP3AvMBCwF5AFAAbgCZAJoAYQAGALX/eP9D/wP/yf6x/sX+4P7U/oj+Gv7I/cH9Df6F/vL+O/9s/5n/xP/c/9f/u/+S/2T/Rv9b/77/WADmACgBFAHgANYAJgHEAWgCwwK5AoECdgLDAj4DjQN7AxUDjgIbAtIBsgGhAXsBLwHfAMAA8ABIAYEBbAEVAbwAogDTABoBKQHUADAAhP8S/+/+Af8e/yP/9/6U/gL+af33/NH88vw3/XD9lf2v/c799v0a/jH+Ov5A/kn+Vv5a/kn+Hf7t/eT9H/6O/vL+Ff/u/qv+iP6P/p3+fP4a/qf9bP2b/Rz+n/7V/q/+Xf4x/mb+/v6z/ycAHwC+/2f/f/8bAPQAmwHAAWMB2gCOAL0ATAHeARsC7wGXAW8BsgFIAtcCAAOwAjUC/gFKAvoCuAMzBE0EGwTNA6cDzQMqBG4ERQSgA7oC7QFuASgB3QBTAI3/yf5U/kL+Wf5O/gT+nP1E/Qz94Pyp/Fz8+/uQ+zH76Pqs+mb6HPr5+TH6wPpg+7b7oftQ+yb7cvs//Ez9M/6s/sH+vv77/pj/dABOAeQBGAL1Aa8BmAH2AcMCngMFBL4DBQNiAjgCfgLUAtwCgQIBArcBxgEMAjkCIQLcAacBrQHmATICdAKXApMCawJEAksCkwL5AjoDMgPpApACUwI7Ai0C/AGXAREBnwBtAHwAnwCRACoAf//e/p3+z/47/3//av8S/8H+r/7m/kD/jf+2/77/tv+k/3j/Kf/M/oz+hf6l/rX+l/5R/hT+C/5F/qn+DP9D/zv//v6l/k3+CP7c/b79lv1V/QP9uvyX/KD8xfzm/PL88vwG/Uz90f2A/jD/wf8fAF4AogAcAdIBnQI4A30DgQOHA7kDGAR6BLkEtwR5BCIE2AOhA2AD6wI+AoYB+gCxAI0AUgDe/zn/o/5W/l3+ff5s/gX+Zv3O/Hn8d/y0/Af9TP11/ZD9r/3V/f79K/5a/ob+n/6m/rf+5v4t/23/jf+e/8T/HACcABEBQwEuAQYBGgGDAQ0CYgJZAhgC5AHmAQECAgK9AS8BgQDr/5n/lf/H/wYAJQAPAND/m/+u/xwAvABCAXcBVQEDAbMAhQB8AH4AbQBFABkA/P/k/7n/av8D/6P+aP5i/oz+y/71/vT+2v7J/tr++P4D/+z+z/7S/gH/Of9S/zj/Cv8A/zj/pP8PAEcANgDq/3//IP/y/gb/R/+F/5L/Y/8q/yf/b//R/wQA3v9+/zL/MP9y/7//8P/9/wYAJQBiAK0A4wDwAMgAgQBIAE4AqAA6AcYBCQLqAZIBTwFvAQIC1wKUA/ID7wPHA8MD/wNrBNEEBgUCBd0EvwSxBJEEKwRuA4cCxwFmAUkBIwG2AAAANv+X/jf+Bf7e/bP9kv12/UH9xfz++yn7nfqI+s76Kftb+037FPvS+rH6z/o+++v7o/wh/T39F/0H/Wr9U/51/1gApQBhAOX/pf/k/34AGgFpAWkBVwF1Ac0BNQJtAk0C4wFjAREBFAFbAa8B1QGzAVoB/wDlAC8BzwF5AtYCvQJRAuQBwQH7AWECqwK3ApcCfAJ2AmgCJAKhARIBvAC/APcAEQHDAAwAOf+p/o7+zP4e/0f/Nv/1/qn+fP6L/tj+RP+w/wkATQB5AIQAaAAsANz/jf9b/17/gf+K/0H/sf4r/gT+Uf7X/j7/XP85//3+xv6Y/mn+Lf7n/aT9c/1b/VX9Vv1S/Tf9BP3S/Mb8B/2S/TH+n/66/qn+wP47/xIAAgG4ARACJAI1An4CAwONA9ADtgN0A1UDgAPKA+kDsgMyA6MCMgLjAZgBLgGXAOr/T//k/q7+kf5s/jP+4v2B/RX9r/xg/Dz8P/xf/I78yfwP/U/9c/12/Xb9p/0k/s/+Yf+Y/3D/J/8X/23/FgDLAEMBbwFvAXcBnQHYAQ8CKAInAicCUAKzAjgDoQO4A3ED6wJbAuYBoAGJAY8BjgFgAQABlgBkAIgA6ABCAWABTwFIAXUBxgHyAcQBRgG5AFYAJAD6/63/O//O/oz+gP6G/m/+Jf62/VP9Kf1J/Zn96v0T/g3+8f3b/c79yv3I/dz9HP6J/gn/bf+c/5X/c/9b/2r/rf8SAHAAigA+AKL/BP/D/gP/lf8YAEEADQCy/3D/Zv97/4X/av8v//f+7P4g/4H/6v8sADYAGAD9/woARQCQAL8AvwChAJMAuQASAXoBwwHcAeEBCQJ2AhQDpAPvA/ID7AMfBJwEJQVnBToFwwRbBDYEPwQfBJQDnwKUAcoAaABKACoA0/9H/6j+F/6l/Uz9Cf3d/Mb8svyG/Dr83PuJ+1D7J/sD++j68vov+4P7r/uE+x771/oJ+7/7sfxz/dX9/P05/rL+R/+r/7n/lv+Q/9//dAAaAZcB4QEQAjsCXgJtAmcCYQJnAnACXgIhAtUBrAG+AfYBFgL4AbABhgGsARYCfwKcAl8C+wG9AcwBFgJfAnkCXgIwAg0C8gHDAWwB9ACIAFIAXgCIAJoAcQAYALv/eP9N/x7/2P6R/nT+nP77/mr/wv/3/w0AFgAlAFYAswAoAXEBRgGaALz/I/8j/6T/NQBxAEQA9P/Q//T/NQBQACUAv/9G/+D+oP6F/ov+o/6y/pX+Pf6+/Uf9Bv3+/BX9Mv1V/ZD96v1W/rT++v4z/37/8f9/AAMBVAF0AZgB9QGHAhoDbwOBA4YDsAMBBD8EMATSA1UD7AKjAl8CCgKpAU4B/wCkACUAgf/J/hT+b/3j/Hz8QPwr/C38OfxN/Gv8jvy6/PL8O/2H/bb9r/18/VX9dv33/az+Qf92/1z/Q/91//b/igD0ABwBFwEFAfcA/wA0AaYBSALsAl0DfgNeAyAD4gKlAlgC+wGtAZQBsAHVAcoBhwE0AQIBBgE4AYQB0AEGAhAC8wHEAZsBgAFpAUwBKQECAcsAcADc/xj/V/7R/aX9tf3N/db97f0n/mP+Y/4F/nX9/fzO/Nv8B/07/Wn9hP2V/bv9E/6R/gT/OP8g/9X+iP5o/pr+EP+C/5z/Sf/P/pj+0f5G/5n/iP8Q/2v+6P3B/ev9Lf5F/ij+C/4t/pr+Jv+F/4H/Ff98/gX+7v09/sj+Vf+4/9H/nv9N/zj/pP9+AGYB8gEEAtUBygEvAgsDEgTTBBoFNwW7BcYGvgfBB5EG5QTSA9sDnQREBTgFagQsA/gBKAHNAJ8AQgCV/8/+VP5D/mb+Yv4K/oT9Hf0R/V79yv3w/Yb9hfxV+6P69Poi/FX9k/2p/IH7Y/u//Kj+pf8K/4b9c/yr/Pf9c/9SAGEACQDl/1UANQH4ARwCmgHfAHkAogAxAccBDQLhAV4B0QCCAJMA7ABgAcEB8AHjAawBgwGdAfMBUQKCAo0CpQLoAjcDTwMIA3cC7wHGARkCogLfAnwCowHaAJAAvAD2ANoATgCC/8D+Xf6S/lP/OACzAIQA///H/zIA+QB+AXoBOAFJAc8BWQJlAvABgQGEAdUB+AG4AWsBdQHKAfUBjwF/ANH+n/x/+qz5UPse/78CRgOz/zb6tvaz90r8EgEAA44Bnf6F/Ej8W/2c/kr/Vv8J/67+ev6I/s/+Pf/C/1UA0QDzALMAnQCGAaMD3AVkBkcEqgAu/sn+/gElBaQFIAOe/5n98/1s/w8A+P7r/HL7dfua/Lv94v31/KH7wvrI+nb7JfxA/Lb7B/v0+tj7Uv1u/kb+zvz6+i36JPtd/Wb/+f/s/jX9B/zu+6z8s/2i/k//nP92/x3/GP+2/5MA6QCHAEcASAFbA5cE8gK1/hf78PsMArsJVQ3tCQECsvvO+wICSgkWDKAI2QGp/AX8IP+3AvIDPgIt/7388fui/B/+x/8RAW8BkwDx/tb9jP4oARwEPQVuA43/0/sw+gv7Uv2I/7oAwgDr/6D+WP2a/Mn83P1S/4sAQgGaAeEBHwInAtsBhAGjAWQCRgNmA0gChAB7/0UAmQK5BLMEAgIw/sH7VPxG/zUC2QK6AHD9Q/t4+5P98/8xAQkBPADK/yoAIwEQAmcCEgKKAY4BnQJ9BCEGWgbgBM0C9QFaAx8GCgh1B+gEywJRA00GNAk3CcoFLAGP/of/7wIQBrYGnwRAAZH+1v0n/4MBYANvA3UBl/6d/J/8Cv4M/yT+g/vx+EH4rPmq+1T8GPss+W74tvki/OX92f1w/D37j/th/Wb/MwBv//n9JP2Y/eP+AQA4AJP/n/7i/Zb9vv1R/if/2//n/yH/Gv7Y/fj+DgHJAgYDxAEsAJ//mgBkArkD0wPxAvwBwAFFAtwCoAIsAfj+GP2O/JL9Vv+NAEgAo/6X/E37SfsZ/Mv8lfxp++T56/gR+S36b/vu+2D7Xfr++eX6pfwH/gf+rPwO+3H6XvtV/UP/RQAeADX/V/5N/mr/PwG2AssCeAH8/+r/yQFuBNYF7gSUAtkAEQGqArgD2QKEAJf+l/5KAO0BxgGZ/9X8WPsH/ED+cQBFAXQA2P68/RD+0/8VApcDlANhAj0BbwFRA/AFsAdzB3cFOwNnAnsDaQVtBpMFigP8ARMCcgORBA8EzwH9/h79B/1j/i0AdwHvAdYBpgGtAfwBYgKIAkQC2AHeAb8CMwRUBVsFUQQfA8UCjwPaBKoFYwUwBLkCuAGkAY4CGQSdBZAG9QZEB9sHggiACEwHLAVYAyID2QRXB+IIiQi8BnwEdwLiAPD/zf8cAP3/4f5Z/Y78DP0z/s7+Gf5C/Cf6yPiu+JX5t/pN++v6gfly96P1NPWA9nb4OPnG9+/0ovIe8gjz7POw85Ty2/GX8qD0l/YX99b15vPL8mnzYPVk90r48Pdg98L3TPkh+zP8FvwS+9v5UPko+kr8ff4v/8v9W/uZ+Zv5GPve/Kf92/z4+kb59fg5+h38LP0//EP5r/Uw9AL3sP2IBPoGOwPk+/71XfUw+kUBZQblBi4DNv5Q++775P66Aa0CwAFhACoAuAFQBGUGtAY4BVUD9AIpBSEJcwzXDDQK4gaqBUoH5wkMC/kJCAgXB9UHewmyCpcKJgkIByYFTgTZBC0GkAYtBGz/Lvw9/wwJWxOiFRsNFQCo+ND7uAUdDpMP8QoOBR8CGgNRBpAJWgu1CiQHwQEB/o//SwbeDOkMYwVT/G354P5UBwwLywZG/mL4Gvl9/hEDAwMy/4f7C/uH/Y4A+AFAAUP/Kv3f+9L74/xN/vT+fP5D/rkArAYeDbQObQgY/Z7znfFH9/z/LgYYB7kDOf85/GP7BPyN/a7/UQHCANz9T/tR/L8AoAQ5BBgAXfxT/Gr/UwJnAr7/kfwk+//72/0M//3+Yv4z/rH+bf/T/3b/B/6G+8j4XfeD+M779f5w/6b8k/gQ9mr2YvhV+Uz3fPKd7ZPskfGC+sMBXgIi/I3z8+0D7hrzZfoBAIcAcPtO9K3wxPPh+6cD5AUUAZP4kfKd88D6EgLMAy//t/ji9e741/8uBvMHDARp/YP5U/yfBEUMCQ02Brb9J/sDAV0Kbw+vDKMFDwHTAugIqg3FDMUGxwApAMYFFQ1QEIQNjQfLArMBKgR6CBMMaQzYCNIDXQHSA9YJTA/3D00KPQFE+7j9cAeGENIQZwdm+5D1Xfk1AwQM8Q2mB+v8dvSw8w77rwWWDBQLxwGD9t/w8vTf/34JmQqOAof3RfFD89X61gFIA2D+oPZP8dnxafdq/Qn/IPs69W3yxvSt+cb8J/zB+e/4IfvO/gAB8P99/Nv5IPuEAKUGDAn5BcX/uvrQ+Q79HAK1BSgFJQCf+TT2rPiN/wQGUgcKAlL5bvOz9cj/iwpNDbYFc/o39Rv6uQQDDcINWgdr/uz4+PoKBLEOzhOeD14E4/hQ9Ir57wQxDkAOUgUh+0f4nf4TCJcMAQnrAPT6c/ujAZ0IKQt3B1IA7/r++sf/nAS6BGz/wPjZ9UH46PxZ/5X9KfmP9af1xPnx/qcAwPzz9c3xmvOs+Xv/bAGr/vf4DfQF9Cr6swLZBkcCMvcX7YLrwPTAA6YOjQ1MAfvzAPE4+5EKWxPoD+oDJfi48xz4WwEbCVcKJwQ5+tTy8fKu+pwESQnJBPb5X/Bq7lH0Qvwg/x/60/At6uLq1fGD+df8vPrl9S/yCvJA9Rr5X/o8+E/1TPUk+eH9e/+S/Ff3gfPK84X4Sv/zA0kDCP7V+Ff47PxxAlMEgwED/e/6Sf3AAuoHhAmWBkgByP2T/wAHnRDPFiYV5wsrAVv9cAS7EQkbRxm0DsUErQOhC4UVXBl1FMIKeAP7Az0M6RYEHZUaLBHXBnwCcwcHE7MdEiBoGF0MDgXnB1cSFBwDHnwXuw0dB/IGTgxQE14XtBVnD/IIqwbaCKIL6ApHBiYBWP9PAfcCYv7s8cLkIeO08hsKgxZFDG3yB93Q28HtwQPIDX0GXvXO5xfniPKEAcMK4gn3/8fxjebF5eDxFQSTD80Lc/yL7vPsYfcbBHUJjAUr/sX6lf7ZBkQNsQzoBC/7pvbY+skETA1/DqwHFf0G9R70GfpaAYQDXwDy/q0FqxGlF70OdfkA5OHa5eID90EL6hKACGLynt562DbhzfESAZIHWwHQ8NHfZtr05Mn3VwU6BYT5Iuue4mbjT+u69Ej6Y/rJ9yj2VPYl9vDzLPFp8e/2rgD1CnsRMBHeCWf/z/iS+3kG9hF4FoUSkQo1BFgCtASpCF8KigeUAtkBjAk6FuQe4hwNEaoBs/Vl8u75CQmVFs0Y/gzt+X/qO+bB7d77twiwDUQJRwAH+if6Xf4WAh8DFQISAKH9xPvq+yr+qgDKATwCsgN1BdsDdvw48tLrSe0Q9NL5f/oU92DzJfI081f0rPN18RPwvvHn9UT5Qfnc9iP1GPXW9FXzVfN2+P8BPQpaC2gEvPmD8UXw9fZnAncMUw9JCcL9tPIR7ePurPaE/3UDMwDb+af32vxGBYoJYgaE/3z7of0cBJ8Kwg1wDPYHsgO7A2sKIxaXIbwm0yLDGKoPCA6sFKkdCiGfG6QRTQrOCJQK3wtCDGQNuw4KDZoGaf6S+eT5GfzN+z/4z/Q39cL5wP5Q/5D52vB66wPt9/K592L4z/YK9jz2NPU78uzvsvEh+FMATgaWBz8Ewf7U+lj7nwB9CL8PYhNMEXgJJ//M90P3V/x4Ad4B/P2l+sL7nQAjBc0F/gGk++n15vMa99z9lAOSA+z88vOU74X0lQHeD90WixLxBkD9J/yrAnkKcQ4FDgwLrgaPAb79Bf6oAvUHWwncBc4AVP6V/wwCzQEG/TH20fKo9qj/HQeBB0MBvPnz9eX2dvqP/ksCywSUBPEAKvvp9XfzpfS/+AL+RQKwAz8BJPtB80jtcu1g9S8BpghJBY34SOsR5uzps/C9837xSe0/6xTtp/FB9vD3/PRT7uTnjOaE7Pv22/4w/ffwxuGB2wLlvPn6DD0U5A6iBLb9Rv38AYQJsRGFF6UXYRGrCKcDvgXSDDYTXBRZED0LCwniCRcKKgbv/mz5EPoGANMFqAajAqL93fqU+lj7UPzR/TAAxQIoBDcD0/8H+872Z/V3+Pn/nwkBEUwRzgjW+zHzzfW2AmERlBh8Fa4MAAXWAfUBlgJ6AjACiALQAxgGRAmLDAUO0ws5BrQA9/++BUYOiBL2Dd8C/fgY95j9GgfzDU4QZw+dDMwIvAUPBnYKyg8XET0MRATD/g//wQNWCBcJBwacAj8CpQS+BeoBEfof83TxD/Un+tT88/vm+Hr1l/KE8KTve/Ai8/H2l/qs/ED8I/ny827uvus675b5pQa0DtILQ/+98TTt5vTsAowN+g69CK4A0vtb+zr9Tv5z/LD3ZfIh8D3zsvrmAWMDAP2d8lnsRfCI/P8H8AlrAV319e2i7pX1FP/rB68Nuw6BCz4HWgYSC5wTVBsAHs0a9hQ1EdwRPxUGGO0YvRmEHGQg1yE3HtIW/w81DTMOBBAwEKsO7gzVC5kK0wdLA47+r/ui+6/9RADqAVsBTP0m9QXrZOTk5sbyxwDuBqcAf/I45ivjsule9Lj8Qf+G/Mb3f/Rr9J32SPic9tPwqemF5n3rufZKAHEA7vbd66vo8O/o+yEESATz/af1b++p7SDxz/idAYoHKwidBBQBuwFSB10OAhIlEBULNwfZBjMIuQdwBFcBIgLlBo8LuQuiBmf/9fnf9wL4aPg6+P/3d/hq+ab5G/gi9VPyI/EJ8vz02fk9/54Baf398mnonOXh7av8xghXC2oE8Pnm8u/y/fgaAWcHJArYCX0IZAjaCqAO4g8tC3sB/fiU+GMBzgyuEToM5gAB+Mz2qPwdBXALfAwvB/r8GPI27A7vV/n1BBEL+ggqApj9JACaCNsQlRPPEO4MrwvDDD4NjQs6CQsJ1gulD60RsRCMDd4JkAZ3A0IAlf26/BP+GACqAC3/rvz5+YP27/FQ7ofvQPeBAX8G4wDv8kvlnuBX53P0jP+wArX9A/Xv7bTrpe6x9Fn6V/wE+pP2BvdE/fQEfQZl/qHxuulS7Jf2eACkA7P/xfih8/TyAPcn/k8FugjsBbP9dPTw71LzZfzPBDIHvQO7/2EANAZWDcoRChNnE54U2hUcFfoRbA4eDR0PEhNsFl8X9BU4E7wPZAuHBoECkABiAEQAG/+7/Yb9zf2M+9f0Suz+51XsjfdiAlEFKP6g8cDnNeYM7bD3gQDtA34BQfvR9B/yOvUn/KMBvgEO/nr8CQErCcgNJQpzALz3pPVf+ucB0wfECW8HDQIi/PH4GvujAuoLBxHFDVIDK/hk8yP3Ev9uBOYDuf+j/DX9YgDAAx8G8gf7CSUMdg0DDc4K0gdDBfkDcQTsBgYLNQ8JEdUOgQlCBLcBYAGiAGn+5Pz1/igE5wc+BfT7vfES7jj0hQApC74NYAeX/LbzBfEv9ev9DgfYC4AJ5AEj+8/6vADlBisHkgFT/JL9TgWQDf8P3QpgAZP4EvSr9MD4b/2r/2D9tvbT7qXqoe2Z9p//DwLr+9DxFuuV6wjxIfaN9//1UPRW9LX1K/dq+Gb67v1lAiUGzwdXB7UFuAN0AS//XP6tAMYFrgpQDHEKqQdRBuoFAgTF//P7nPyKAmMJyQrNA+f3tO5M7qL29QFpCXAJyALS+Njv7+tO71D4cQHGBP0A0frA+NX8/wJ1BWgCSv1e+0T/TwdHD2UTNhKyDIwFOwCr/4UEFwwkERcP5AVD+/X2jvwiCHkRoBInDJoDbP76/dz/KQEOAY4AqgBIAbMBvQEiArgDSwbUCLoKXAzkDSoOrQvLBmECmAHRBAMJqwpHCYYHzwcyCTkItAKp+lj11PYU/kAFTgbH/3T1Ju3X6gzvZvfe//4DwAAR943sIOhT7Mv0IvqT+O/yce+t8Yb3hPsC+h/0Yu7/7DfxKflVAXMGjgaaAdj5o/Nd8/D5BQOPB0ADS/gB7jHr+fBw+hIBqgGM/Tf4R/Q48knxBvGN8bPygPMp80XybfKo9I349fxXAfYFvAo6DqkOFwwbCbMIfAthD+cRtBK5E8MWzBo+HEsYMRDrCEwHMAwDFK0Z/xnzFK8MZATe/zMCKgurFX4ayhWJClMAOv0lAdEGDgkFB9IDyAJfBDwGkAV7AZ77v/Ye9bD36P1nBUUK7wgMAcn2rvDp8pv7zAPRBI39BfMW7Ens4fEi+FD79frp+N/2S/X/8/fySvK78ezw/O/A7+Pw1/IS9P/zQfRK96L9swS3CPgHXgS+AUoCvAQWBjgFSwR5Bk0MYBLqE+MO8gU0/oH7XP6FBEoKtgtZBlL74e+86i/v9fkxA4AE0P2z9Ezvte9x84X2DvdC9pz2QPk3/WoAGQGa/q35nPSd8kj2c/8nCnQQmA5UBvz9svvLAAMJ/w0wDDEF3P1Q+nL7gv8PBG0H3QhFCB4GnQMnAicCawJxATj/bf2K/Qz/wv8U/gD7m/k8/BYC2QevCpcKvwnhCXAKmQn7BgUF6AYvDbIUBhnAF7MR0wmUA8YBxAUoDiwWrReiD3EBPfX78VD4eQL+CCgI6gEx+5b3QPfy94z3qfV486ryRPQZ+KD8Jv/3/Kn1ruzu55TrYvbeAckGhQIX+eHx4PE5+KL/yAIAAKP5kvNx8KjwL/Oa9oD51fqg+vb5AfrG+hj74fmv95n2MfiY++v9DP3Z+aP3TfnG/isFiglvC5kMXw75D48Pqww7CQcIbgqYD2gVrRlPGs4V3QzJA7oA5gbsEkwcnBtQED0BOPeI9qL8SAOvBUADrv73+iz5g/i+9w72KfNh7zjsEOxF8B733vv7+Trx6OZh4mXnHfM//oEC2P6e99TyxvNw+TkAugRDBQYCnfyJ9y/1ffYk+mf9bv7R/aj9+v6FAFMAJ/4Q/Hr8df9OAg0Ccv5c+hv5hvvC/6MDxQY9CnMO5BF0EsQPngs/COMG/Af2C4gSPhm8G8cW6AuPAav+CwXCD+wWhRWgDOEBAfsR+h39wADIAt8CxAFnAIr/c/+N/1T+mfpU9RbyjvTO/BYG8wkyBa76YfFj75b1hf8kBwwJ9gU0ARr+Q/5yASgGLQo1CzYIjgJk/Tr7+Ptv/bz9Dv0D/VH+cv8a/g76/vUd9cz34vqA+sP1mu/v6wrsGO7h70zx5vOI+Cr+wwIABagEBwLF/cr5UPnG/sUI2hERFLwNJQOW+/n7QAOqC1sPbgxOBfz9Evny9uL2Lfgh+pL7fPs6+nP5JPoB+2f5SvRI7kzsXfFk+yoE8wXe/0v2e+8i73P0kvuzADYCpQDR/f/7Jv3GATEIMA0gDv0KcAaJAz4DIgSLBJ8E8AVACQANaQ5LDJYInAbKB1kKcwsrCu8HbgajBUQE4QHh/w8AwwLUBioLfg8yE18UABGjCYsCQAENCFYTvBuaG0kTlwgzAt8CPgihDccPQg4qCqIEwf4U+gL4c/hz+en4z/Zv9dH26/nl+p32Hu6C5irlYus09V386PyV943wCuz265TvpvTO+Gb6IflW9pf0B/aJ+pP/KAJAAVD+jfvF+f/3S/Wa8jzyLvWB+ej76/pH+Aj3UPhl+uD6Y/mc9wn3RPfr9nT1r/Og8oXyTvOh9Zf63gF0CCUKKwWm/Bj3sPkNBC4Q4RYfFdAN2QaABEAH0gyAEmwWeRdJFdIQiQzLCrILzAxyC6QHYQTiBFIJFg6RDiMJrgBt+g36U/+oBssLUwyGCJECU/1A+2D9fgKGB1cJFAfiAkIAPQHMBCUIgwl+CY0JswkzCMQDxP2P+W35Qvy0/on+gPzM+mv6c/qw+UX4Uvdd95X37/Zx9e3zovLF8NvtY+t+7EDz5/3jBpMI1gGY913xu/M4/ecHEw7IDfsIMgNe/xT/YQKZB8ILRQwDCaoEhwKEAzIFDAQK/wn5lPbo+csACwZ3Bef+MfYl8HLvifOv+a/+NQB//bj3rPGT7hbw/PTw+SX8c/sQ+if69Psz/hMASAKyBWAJvAoqCCUDTf8V/7UBRASuBDgDewFlAMj/Uv9G/9//iwA8AK/++/x//BT9qPwe+RLzge4Q8O74+QRTDX4NwAbk/pL7kv6jBfQMihEHEo8O0gjbA8kCnwYEDcgRGRK9DhgL7QnXCuAKlgfEASP9O/1KAukIjwzGCnkE6Px+9032ifmS/1sFmAemBAH+kPcA9fX21/pd/V39J/xQ++L65fmI+K749vtvAcoFLQa0Agr+wvqP+ab5P/ob++H70vuC+q/44ffM+Fn6gPqI+Cj2MfaP+Zb9vv2491buG+g26kL0igCGCGkJMgVCADT+aABBBrANyhPjFVUTXw4DCwoMyxC6FXwXvRU7E+ASxxTxFQoTrAsFA3/9cv29AQ4HGwonCUUEDv1H9vfyqPTf+ab+Uv92+yv2IPNe8+X0S/Vk9NnzlPRD9erzqvA17kLvyvMF+Qf8Cvw/+hD4C/ZR9FXzpvMJ9Vb2eva+9ar1evd/+mj8b/uF+P/2dvnG/j4Ckv/i9jntxehZ7NX1PAARB1QIyQRD/3n7gvz6AjQMkxOQFUMSUA0BCwENVRF6FKAUJBP1EoIVMhmhGoIXaBBaCNoCDALeBQ4M6hDjEMAKDgEF+Qz3YfvbAWMFEwQiACD9cPy4/FH8fvvi+w3+VgB8ABD++Pqp+Qz7Tf7+AR4F/wYAB+wEpgEA/2L+cP8wAN7+0/ub+ZP6Sf5eAW4Anvv79hH3lfxsA+0FWwHH9zDuOenL6sfx3vr2AdwDAAAh+fnzR/Qk+uEBswZHBnMCf/9kAGUE/gdICKQFLwPcA+8H6wyWDwIOVAiTAOH5Y/d3+kABDgdGB+4AoPfN8IDva/LW9S73oPas9eb0r/Ok8cnvoe908c3z4/Q+9N/yKvLX8vH0VPi//EgBXASjBFACbP9a/sT/3gEbAtn/Wf2z/YkB/AUkB8oDzv6//B8AeAeaDogRog4bB0b+MPgQ+JT+Awk5EnkVkxEBCqoErAVdDAoU3BeaFg8TDxETEmgURRVwExQQoQ3uDTUR5xVHGXgYLRIcCOP+U/vj/hwGCAu2CQsDUPs49lT0BPT+82X0m/XJ9lb2ofP574jte+1A70XxQfLE8Rjw6e0/7GvsYO/C9H360/1v/cD65vjb+Xb8hv09+0r3ePXr9+/8YQBJ/yv6ffT78U70R/qrAOoDwAFr+tHwWunG5/Ps8/WG/Xz/tvs79vnz9PYK/U4CgARwBIUEPwYpCZULDgxCCiQHvQRsBXEKXBL2GJoZzhIKCKv/MP73AjoJPAzPCh0HzAPNAa4ALADAAKoC5gTGBWoElQEE//H9dv7f/3oBwwIYA7MBaP6L+rH40fpOAAQGsQjHB7MFSwX3Bn0IiQc2BA8BqgBMA8AGJAgHBkUBYvwf+h/8BAJDCfANlwyCBOj4m++D7SDz/vvyAawBzvz599/2n/mf/TgA1gDAAJsBAgRKB98JCwrrBpUBYP0a/ggF8Q6zFb4UowyUAkD8xPsS/4sC3gO/Avf/TvyA+JL1jvTB9TD4JfpO+qX4M/Yk9BHzGPNh9PH2+/mk+1T6hfYF88XyLfay+kr9RP2d/LP9xwDQA3kENQKu/lz8v/xs/34C0wNCAir+WvmF9hz4rv65B1YOEA5iBqT7IvSM83n4Gf5LAH3+Kfs6+db5KPyV/u7/6P8b/9T+eABRBKYIYAqPB70BkP1h/2kHLBHKFmEVug5SB+sCigLXBKkHPQmlCOcF+QFj/m78YvxT/f79xP0V/aP8afyl+wL6mfg4+WD8GwBYAdT+efrM98L4MfxN/2EAKQCqAA4Dgwb1CLkIxAW3Acz+lP4jAfIEcwc/BpQAjfig8ivz/vr2BUcNQwzDA035xfJk8gr21fkv+wH65Peu9nX3G/pJ/ST/t/4j/TL9BQGsBzsNrw19CHsBKv6VATwKdRPTGMwYwxReD94KiQjGCCQLPw4ZED4P5Au2B3YEogKRAaoAJwBeAJ8Aav8W/B74Mfas9/X6wvzv+mX2IvKI8IbxGPN788DynPKZ9J/44fxJ/9r+Ivyj+BX23/WO+AT9XgBb/wD5R/Ch6g/s6fMv/TYClwA6+kvzS+9b723yRPam+Gr4LfYo9Kj0BfgU/Or9sfzM+uf7bgHuCNUNKg3tByQCzv9eAnQIVg+DFH4WBxUbEcwMZQoLC9sNgBANEXYPMA1+Cy4KYAgoBggFQgbxCDQK2Qe3Akb+lf2nAI4EEgY2BJAAhv1L/FT8Wvy/+xf7dvtw/aEAFQS2BnoHpwWeAYH9cPwEAEEGRAoFCN//ovb18T/0YfvaAukGPAbVAf77PfdR9UH2Qfjr+E334/RW9OP2z/qu/J36YfY59GP3RP/fB9QMWgzqB64Cgv/h/7sDuAl2D24STRH4DBkIQwUiBVkGGgfFBuQFzwTlAmP//fr/90X4MvvW/W/94vm/9erzKPXH91v5v/ix9sD0z/OE8wbz8vGq8L3veu8c8Bvyp/Wn+bn7B/p+9e3xJfOG+UMBQAXdArP7CPTt7y/xCPfe/mcFAggLBncBq/0R/Sz/JgGUAOL9BfyP/fMBzAXvBW0Cqf6G/mEDRguUEnIWFxamEl0OuAuWDFYRQBgrHlsgdx6kGqoXqRaxFloWfhX2FPMUERSjENoKQQW2AtMDUQbxBi0EQ//u+iH5rPnV+gv7EPqp+Hf3YvYL9Xjz5/FI8E/udexf7JLvUvU3+pb6xPUu7+Trv+5a9kX+EwLu/yf5K/HH64LrW/Cw95D9Mv/m/L/57Pjg+gD9R/xW+AH0wvKK9fj5dPw3+3f3K/TT8xX30fwAA4kHwwg2BkIB9fxd/FkAyAY5DKUOnQ4BDr8NVg0lDNcK1wqJDGAOGQ7pCmUGOwPuAqAE5QXTBHgBmf37+hP6IfpZ+pr6DPt1+2T7+vru+oT7tfv4+VD2K/PH8zH5zQAQBtwF1wDR+vv3P/piABQHuQopCa4CJ/rQ8/3yx/fI/nsDtgMiAVn/cQApA14EOQL2/cX6B/tx/m0COATDAhv/e/sT+iH8gAFwCPwNgg+LDHAHwwOpA4gGPwpQDcQP+hFkE8kS5w9iDLEK8AvIDmYQyA5OClgFSwLNAZwC9wINAiEAtf31+hv41vXy9FL1z/Vs9ZD0o/Q59sT3qPbN8U/rWecA6dLvC/hB/Uz9WPnA9OzyjfX++30DZAjzBzkCcfoM9aL0Kvgt/O39iv1P/Qr/EgLVAzwCov2Z+Pj15fZr+m7+3QB4ACf9ZfgP9fX1qft7AxsJvwkuBr4Bdv8QAHACSwUiCNIKtwzVDOUKFgiFBpkHtQqCDbgN7wrZBrADiwLlAp0D9QOvA44CWQBq/dr6ufn/+Xr6Gfok+RT56PrF/Sf/2/wP96Xwae197/n1lf2dAv0CIP/P+ev2VfnpAA4KuQ/VDokITAFy/Sv+RQGhA94DAwP0AmsEXwYeB8QFuQIe/xb8iPoB+zX9jP/O/+n8VPhY9Xn2ZPtOAUwFYQaEBSsEDANHAisChAPSBkwL7A7FD6INdArdCCcKSg0LEMsQhA9ADewK+gihBxQHLgc0B1MGdgR6Al4BIwG0AA3/gPzV+sL7LP+8AnsD//+E+Q/zg+8i8Dv0p/mZ/cr94vkx9Jfw4PF496/9cABr/sH58/Xp9L/1NvYS9S/zefIc9KP3gfsl/nz+Lvzz983zP/J89O74//vF+nf1Ve8s7JrtavL+90v8pf5J/5/+Ff2Q+4f7MP5IA84IPwyZDBsLIQoRC4YNCxCIEbsRzhDuDoAMaAqSCQgKmQrICVEHlAR1A2sE2wV3BXcCl/7M/NX+xAOrCKAKfQg3AzD9Jvku+Yn9EATuCO8IDQTR/eX6hP3PA4MJaguGCT8G2QO0AsABFQDt/T38xfup/KP+HAHvAq0Cof/p+in3pfZP+aj8of3l+pL1IvCx7Ars6u2v8Y72RvsT/pD9EPr89Xr0Hve0/EICbQUBBokFrQURB3sJcwxsD5YRBxKMECsOgAxQDL8MMQz1CSMHqgVUBtIHsAd6BAz/7vmJ9534H/z8/wYCtADQ+wn1o++z7sPy+/jY/Jj7ZfZg8ULwmvPu+DD9/v7a/tX9gPzx+j35jPfQ9fzziPKU8vL08vhT/NH8HvpR9mL0x/Vh+YX8JP0y+zT4tvVQ9PLz1PSb92D8tQEuBS8FfwLN/5b/XAKjBnoK7AwkDrIOFw/ZD5YRhhTXF/kZ0RnOF6sV6hR4FdoVwBRcEkYQ7g8zEWAShBHlDXMIJQP0/woANwOzB4gKDgnvAv36ofWt9RP6tP61/2z8b/cI9L3z2PXL+Ib7ov3v/kD/ov5s/cj7bPkO9lHy7O+N8FH0OvlZ/Oj7i/i69NDyZ/Ng9ST33/eB9wX2K/M377vrFuue7h31SfsT/tv8pPkx9xH3Efko/Hb/aAKABG8FnQUoBvsHxgoeDb4NyQywC8gL+wzWDfIMVgqAByoG3AadCMoJGgkuBpUBuPyq+U763f7lBFQIRQZ1//73PvR99Vj5IfzN+/X4lvVa89/yDPRo9jv5sPtS/Vn+Vf9SAIEAzv4b++j2lPSt9aP5Bf47AFv/f/yj+Qf4v/df+Lz5qfss/az8Rvko9ETwR/CI9N76QgDZArQCLwHc/+L/2wGqBT0K0A0ND0kOgg3UDoUStRb7GIAYlxZYFcoVHBekF1oWohPbEE0PeA/dEDASpRG8DY4Gqf4N+nL7vgFXCFYKJQZX/lH3AfRo9ID2J/hH+Nn2dvQV8svwSfE+84r1NPdI+Kr54vsi/qn+UPzQ957zMvJC9Fr4HPwF/iT+R/30+0L6ufid+Pj6Cv8wArcBKf3f9kjycvH88/v3fvtn/Wz96Pvx+Rj5gPrO/TQBvAL7AYEAnABsA+sH1Qt/DQwN/wvQC9sMcw55DwQPsgwGCZ4FfQSABg4KpAtcCJQALfjf87X1k/sSAdMCawDZ+5L3JvX99JH2nfiS+Yj4B/bE807zzPT49l/4wvhQ+WT7A/90Ao8DgQGQ/Rb6v/iV+Y37v/3h/7cBhwJ4Ac/+Wvw//A3/DwObBRUF0AFk/X35VPeZ91D6Vv6dAVUCUgCJ/a78EP91AxsHDQizBkAFtQVOCLULWg6kDwQQWhBTER0TQhWsFuUVNhLIDKkI1QiGDUwTTRUPEWUIBADz+xX9VAGJBVUH6gXwARX9SfnS9434Dfqv+sj5EPjM9pr24/ag9p319/RO9iv6Kf/JAlQD/ABk/Rz6tfco9rL1zvZH+aT78ft2+YT1ovKc8kv13fhD+zv7nfgk9EPv++sA7HvvmfSA+Fr5nPd+9Rr16fa2+dn7lPx0/Ib8Z/0B//AA5QKTBKAFEAa9BskIQgxQD1sPhgsbBh0DFAXJCh0QIxHgDJYF5v6H+y38ov+VA6cFlgTpAL38TvqC+lr86/3q/Zz8cPuG+478GP0o/Hf6IvrG/PABagf+CgEMOgu5CQEIOwbxBPwEoAbvCDkKagnsBj8EwwL2AosEzwbMCC8JwgZoAc76yvWa9Dj3T/vh/Wr91Ppw+AT4mfnY+1v9pP0d/Y/8wvww/rMAUQPABJwEMASTBZgJaw6sED0OXAjuAp0BOgVXCyAQ0RAHDZwGZwDd/PL8x/8lA8UEtQPiAE3+Xf3O/RH+4fyM+qX4dPiV+Sv6mvgX9bfxs/Cr8l328fll/Kv90/2L/K35FfaD817zm/W2+NT66PoU+Vr2E/R980P19fjh/LT+4/zZ9wLySu4n7rzwrPP/9Gv0LvPW8if02vb++XT8c/0O/Xr8gf0UASIGCwrRChUJ9gdrCokQLBdPGjcYphJ5DQEMAw+UFGIZphqEF3sReAsoCHAI/gpMDWANIQs8CKYG+Ab5B98HFQbMA8sCjQOoBBkELwEz/U360vmZ+5L+sAFZBBgGdAYyBagCwf+N/cb8j/1t/2wBWAI3AQj+JPrE95/4d/zoANoCogAx+1T1w/Fo8SzzG/Wn9WX0AvLQ7yvvqvCK8+H1/PUE9EjyZ/Pb9zD99v/O/sH7q/oW/kEFwgzpEDQQ/gt3B6AFoAdCDNcQtRKvELALKAaNAt4BIANRBBIEnQI7AcAApQCt/1P9j/oO+aP5h/v6/Kz8qfr798f1sfTr9HH2FPkz/Nr+MgADAK7+v/yo+uD4Afh3+Pv5VvsX+7f4RPXf8knziPbF+n/9Pv1T+mr2S/P+8YjyFfRY9Uz1+fPD8lvzJ/aN+TL7Ivr195D3n/r8/44E0AXeA2kBsgEoBnANURTIF9sWGROVDxIPZRIFGOccXh69G8EWQxIgEAsQLhAaDyANxAv7C/gM3gx5CmgGmQKwAOIAHgIAA5oCswCW/fb53fZP9c31/vfa+lP9zP4m/3r+6/zd+jH5BfnO+p/9av93/tj6kfYw9Ab1avho/BL/b/+c/Zr6vvce9uz1TfYS9tH0ivPt87D2mfov/dL8RPo5+CH5Hv3TAUoEKwOy/7388fwdAd4HTg6SEWUQ5QsVBxoFQwcnDJUQ3xGkD9kL9AjqB78H4wbcBKcCigHKAYEChQJRARL/Tvyk+cn3Yfd0+BH6n/rg+O/0WPAo7cfsQ++N8zn4Dfwq/hz+KPyD+fb3xviq+8/+JQDS/qr7evjc9n33DvqB/UcAAgFM/zb8svke+Qf6hvoB+dX1RvOv81f3Dvzk/oP+NvzF+jT8UADvBKMHUQfWBHECigJTBv4M5RPjF1AXPBPgDmYNuQ8gFNMXGxkvGF8WlBTBEnUQvg1eCx4KCwpwCmYKcgmTBw4FRQLT/4L+0f5eAN4BzAFh/xH7MfY88krw5vD786X4Lf2e/9T+avuV98z1K/fC+ln+/P8J/0P8LPlH95P3E/qc/UoAtwD7/p/8TftS+2T77fmi9gPzMvEy8v/0R/cy97n0nfEQ8EbxzPTy+LD7tvsy+f71z/ST9+T9BgWyCVMK/AdYBYgE6gVfCJcK+QuODGsMXQs6CVQGdANbAVsAPgCrAEgBpgEyAYL/3fxf+l75a/rV/Bf/2/+v/gT8oPhe9S/zEvOM9f/5nP5eAWwBnv/F/Wr94/5uAdsDJQW9BNACXADx/sf/1AKiBjIJfQkrCOwG5QagB40HjAUoAkn/oP5IAK4CzAOZApn/gPwt+678jgDgBCEHygWRAUb9FPxS/34FXQs2DpINDwvcCDAIDAnjCjUNnw+CERMS2xAqDuYK/gfsBbcESAR/BBIFYwWqBJMCmf/P/Cr78vrC+wH9KP6U/n79bfoC9iTy6fAR81f3TPv3/Pb7Zvny9uz1zvYp+c37L/0q/M/4pfTQ8a3x0PNk9rP3fffy9lr3rvik+ej4a/Z+88bxFfIC9E72ofcg9+X0JfLL8FDygPYm+1X9gfvl9sbyJ/K29Yz71ADJA3QEDAS7AxIEJQXpBkAJ2QsxDt8PwRDbEBwQXQ7ICywJsAcBCJIJ7grGCvEIWQYeBNMCbQK/AqwDzwRBBQcE6wD7/PP5Kfm/+sH92QD6ApUDrQLpAJn/GwDiAsMGcwkhCfwFNQJNACgBfgMuBSsFLgTGA7cEVgYyB1AG0wPFAGL+e/0c/l//vP/q/QH63/Uu9G72iftQAK0B2P7C+Zj1h/Sm9n/6Y/5UAQYDjQM4A6gCrgLHA8MF7QeyCQ4LOgwpDUQNCwzBCYoHqwaKB2kJ/gpHC/MJOge7A4UA6f7W/+gCNAZJB88EfP+B+Rf1UvPz8wX2Z/gH+hP6Zfjt9Wv0WvWs+JT8vv4Q/nX76/jZ9x74q/jO+Mv4W/m9+mb8ef1S/cH7BfnT9V3zzvJq9Oz2GfhH9urxj+0w7ADvf/SS+a37Y/o992X0bPPR9DH4jvyRABUDxANpA2EDjgS/BgwJ1wpODAEOBRCfEdcRbBAuDlwMuQswDCwNJQ6oDioOKgzUCGEFmwOOBJsHwwr2C1MKaAaqAZn9UvtY+1j9BAB7AWEADv2h+a74N/vK/40DZARYAi3/v/y8+7X76vsL/Df8q/yN/en+fwCkAWQBQ//u+y/5rPiA+tf8Ov2L+gL2U/Kk8Sf0Mfil+zD9ovyL+ur3/PX59Xf41/x0AasE5QXNBYYFwwWABocH+wgxCxcO4xBxEiUSRhC7DWELyAk6CbwJ1AppCz8K8QZ/As7+Y/1l/rQA0wK1A/8CpQDo/In4BvXm85D1oPis+hD6R/eA9M3zifVR+GX69/pi+mz5kfjh90D3nPbq9UT1GPUk9s74cPw+/2H/evxL+KP1SPaA+ZT85Pzl+WH1BPKH8djziffV+nP88fvb+X33VvZA9/z5ef22AGEDvAX2B8gJzAopC7kLfA2yEJ0UGRheGlYbORs3GpIY5hYMFoAWuhdoGFYXYxSUEEkNagsaC/gLZw2MDkIOkAuOBsoAlPxe+6D8NP4T/t778vgU9wb3Mfht+fn51vl4+Uf5Xvl4+RT5vPd+9TLzRPLJ83X3bftN/d77Gfij9N/zTfYx+vv87/wW+vD1dPIu8aXyNPY6+tj87/zV+hX4TfYt9kf3yPhE+tn7pP1M/zUAHAB4/xr/qP9MAdsDBgdOCtgMqg1TDHUJqAZ7BXAGrgiZCtsK+ghdBfQABP3e+mr7X/7qAXQDRQHn++n1IfK+8bnz3/WG9nj1vfOr8gzzzPQe9wH55/kI+kT6Wvsz/bH+ff5H/GD5Fvj8+YD+EQPrBCMDT/9N/Db8Ev8PA9gF5wUpA+7+Lfuk+ev6Jf6DAWwDZAMnAtcAKQAbAGgAFAFnAmoEmgY0CMsIoghnCJ8IfQkSC3wNqxAFFG4W5xZSFaASQxBVDwgQyBGTE1cUMhPND8wK6gVLAxkEdwfICl0LUAgFA/z9C/tf+tT6+Prw+bj3+PS28snxa/II9Jr1Z/aT9vH2IfjK+ab6ifmT9onzsfIY9Zn5nP3v/jr9//lw9wn37vgE/Ij+2v5Z/Nj3TvOw8L/wtPL99GT2n/YV9kD1ZfS986Dzc/RN9s/4afuf/Un/UwCtAGUAAQCCAM0C3QaAC/0OMBAvDwQN2gqACXAJ5QqCDQgQkRDcDYAI/QIyAFEBEQWOCFQJ1AZ8Aob+gvyX/LD9Q/5J/cb6zPfP9bb1NfcA+c/5ePkp+Vf6Uv2wAE0CCAHO/QH7vPpb/WgBxgQKBisFTgMGAnwC1gQHCEgKIQpkB1oD2f8N/t79bP4E/37/5P/u/xT/JP26+un4c/hP+eL6n/xG/rP/iABkAGT/dP7b/kkBQQVdCUUMcg0qDQEMggpaCV0JGgsCDlcQGRCcDDUHfAKTAN4BAgXZB7QIHQfmA58AuP6u/rv/YQBs/938/Pli+Lz4KPoB+036tvgE+H35nPxW/6v/I/0P+Yz1NvRp9UX4Jvtp/Ef7avi29Sn1Yfck+yr+vv7Y/MX5A/dA9Vb0+PMh9Oj0//Wp9j/2xfTf8kXxXvBL8EPxb/OD9n35Lfsn+zP60PkU+wH+zQGpBSkJCwzVDQEOuwxDC0wLrA1sEUsURhQQES4M6gfqBXQGiQiOCiELygk9B/QEIgTIBJoFBQWLAlD/Rv2f/b7/oAGOAZL/gf2E/UUAZQRyB7AHHQVAAS3+Z/1E/7kCyQWZBqYEQwG3/p/+0QCwA3sFbAXZA44BJ/8J/YH7zvrp+mf7rftY+3P6Qfnv93n2//QI9FT0KPbS+Pv6nPvR+pb59/ha+bX6Hf3DAGYFwgkxDOUL1gk0COsIQgzIEE8UOBUyE0APLwvDCOAIBguEDWUOrwwgCZ4F1QPcAy0E/ALb/yH8xPmN+W36bvqC+Gf1DvMf89L16vlm/Yv+svy6+Lf07/Jb9Of3Evus+2D5z/U089byZ/Sr9mr4Bvlo+MP2f/RC8rrwQfCn8GnxK/Li8o3z4vNX88bx8u9D77nw//Og9yX6Lftd+3X7p/vc+3T8Wf4lAkYHAQyjDrsOaQ2JDI8NtxD1FIYYzhkyGIsUyBDnDscPhRL+FEoVExPQD5ANPg3tDb8NsAtzCMQFxgQbBVQFLgSEAT/+uPsU+7r88/8IAxMEQgKd/nX7xfq7/KL/NAFIAHX9YvqR+Iv47fn4++j9Df/U/hf9ZvrQ9yf2dPUm9dn0w/RR9Uv2t/at9WPzPvG58CvypfTi9kr4G/nE+VD6k/q6+ob7xP2XAR4G9QkIDDQMPQtjCswK+wx1EMsTLRV+E0APiQq5B9kH0glSC6gKDQhBBfADPgTOBBIEoQGA/if8Z/vi+1b8aft2+Bv0JPCk7pDwzPSj+Iz5C/cM83Hw6fDi8zH30fgo+CH2OPSH81/0aPb0+ED7uvxE/Tr9FP3k/DH8gvoz+IX2tvbG+ED7UfxA++z48fZX9hT3g/g5+iH8HP6w/1AA//+M/yIAjgKuBokLzg9uEgoTMBI2EacRYxTdGCodGB+xHQ4aoRZZFSwWQRedFtMTTBD+Db4Nuw42D9ANbgo2BtcChAEfAiADYQKr/tj4oPPP8UL0IPkK/X79cfoc9kDzQ/OW9Wr4//mS+X334PQY8xrz+vTK9y76RvtB+wz7RPuQ+wn7R/kb9/71wvbM+IP6nfoA+Y32TvTT8jLyZ/Jq8//0i/ZV9+b2b/XA8/fyDPRV9z/8YAH9BAIGywQ0A48DEgfPDB8SdBQsE/QPZg0BDTcOKQ9QDrILqQjRBtcGFgj7CAUI0QSQAHL9I/1Z/7gBaQFG/eD2kvEp8AXzAvgF/AT9GPsF+OT15PXW94z6l/z0/Ib7Mvlz93f3Tfnw+xT+Of/U/4QASQGDAbkARP8Q/tX9j/6y/60ARQFhAd0Alf+t/cT7tfok+wb9kP+bATsCNQEt/2T9Mv1e/40DNAhHC4kLlQmtBzQI2QsEEQwVIBZ3FNwRMBAlEAoRhBGPEDEObAuZCW0JYArxCrkJkQbJAkEA/f9IASoCygDG/Iz3cfMk8rXzwvZt+Xf6o/mn9831WPXa9rn5cfyK/bX88fqn+ZL5c/qZ+7H83P1B/5QAMQGQAMD+Yvw8+sX4Cvjl9yj4k/i3+AL4K/aG8/bwdO+V707x/POR9uT3NffX9ETyevGt80v4Nf0WABUAaf5w/fT+6QKwB1oL9wzsDGIMYgwyDT8Oiw5sDTcLOwnaCFwKhgxsDdgLSgijBNACYAMlBRAGowT0AHH83PhA96r3XflA+0X82ftO+sj4ffjT+RP8Ef4V/zb/Af/b/sb+qf6f/gf/OQAfAigEmgUHBoAFUATGAikB5P97/xsARgHyATsBDf8W/Fr5rPeA99H4Efsh/bj9JPwD+SX2fvXT9w78/P/QAWwBSgBCADkCoAUVCW0LVAxODEAM1wwQDi0PLw+hDSkLSglNCScLVQ3qDQsMqQjTBTEF1gZJCYsKYAnYBSwBCf3R+g77F/1H/97/Hf7l+hn4R/eA+HP6nPtv+3r6lvkL+Xb4ffdi9ur1s/al+Av7A/0B/tn9sfzb+uL4bPf79or3dPjO+O/3zfXo8vnvve3n7N7tS/Dd8t/zbfJO76LsXOzr7gXzvPbX+Hb5tvnR+lj99ACwBJkHWwllCpgLjA0LEBESdBLmEGsO1QxkDagPvBHFEWQP5ws7CZMI6AlADDwOlA6cDLoIcwSaASwBqgJzBP0E2QPpAZQAsAD7AXoDVgRnBP8DYQOFAmYBRQCN/2P/n/8VANwADAJdAxUEkgPKAWz/Xv1A/Cj8uPxh/Yf9qfyW+qz35vSD8xz0HPbl9/j3CvY980nxTvFI80X2DvnG+k37O/uN+wn9v//9AtgF1gdKCfsKWA3eD1UR3RDhDvQMmQwCDvkP2xDFD/sMhgmaBigFegXyBi4ItQfgBFsAv/uf+JL38Pdo+BD4//YC9rv1DfZ99uD2fveI+JX56/k1+dX3f/ag9Tv1QPW/9dH2TvjM+cj66foh+qP43fZY9Z/0C/WA9jT41Pha9w/0tvBr7/zwLfSs9tT2s/S+8bLvm++B8Y70ifds+QH6BPqc+oX8mP/6At8FLQiICrsNyBGrFQIYKxjmFrYVuRX5FrIY/xlGGkEZDRdsFJ0SnRI5FPwVHxbXE9cPvgvrCLkHjAdqB7wGbwW4A8wB7f+r/q/+EgD4AQADZwKUAJ/+O/1c/J/79Pqf+t76n/uL/DP9OP1N/HP6Ivg79p31n/ac+BH6bflH9vPxxe5h7pPwofO19ez1evQ88lvw8u968U30APeA+Ov4T/mM+oj8aP5//w0AFQFjA6AGYwldCswJZgmiCgANYA5GDZQKwghdCXsLuAyNC6IIDQZ7BeUGowi6CD8G6gFv/Uj6C/lw+cD62ftn+7/42vQb8nHylvUv+d76J/pg+DX3Q/cC+IP4Svih94T37vj2+3//ygGXAf3+e/s3+cf5D/3wAH4CPAB4+0H36fVG92f5lvqR+iX6/vkk+kX6MPr4+d/5Nvo6+/L8Kf91AWYDqwR1BYoGxgg/DN4PRRIeE1kTFxRNFfYVXxUfFHUT3BN3FOgTnxFcDowLLgpHCgsLnwuNC5kKhQgyBTcBBf7u/Nv9Ev+V/t77P/iq9Sj1XPY0+Lb5XfoK+v34tve59ir2zfVs9Tv16vUI+Df7/v2i/pn8TflG9zP4kPsX/4sAUP9z/Jn56/ey94P4jPnk+QD5K/dp9b30R/UQ9tv1V/SO8hvy0vMS90j6KvyS/F/8svxa/pUBBwapCgsO/Q57DQALtgnjCugNsRBDEScPiQsbCAEGdQUcBlQHRQgECBgG+gL5/0v+MP7F/sj+jP1j+0H5+Pe49zD4+vjn+fj6K/x4/dL+BwB+AG//xvzT+c/4LfsyAEMFvgfWBtID3ABy/7L/0QD2AbMC5QJKAosAwv3m+lX5tvla+8L83fye+5P5TPc39d7zz/Mb9Q73nPgu+Q/5JPkw+jz8n/6QAPUBdwPSBeUIlgveDMMMUwymDPQNlg+UED0QdA64CxoJ0weDCKYKvQwjDSQLfgf1AxkCOAI3A4wDdAJVAB/+cPxk+/f6R/td/O39eP+xAI8B5AE4ATL/PPyq+fH4nfrN/a4AqgFnAPb99Pts+0r8yP0Y/67/Q//o/Tz8Jvs4+xz86/wB/Zz8gPw3/Wj+FP9X/j383Pm6+Mj5r/z6//8B8wFTAI7+F/6f/7wCNga2CJYJQAnDCAAJDQpeC18M0QyuDN4LQQryB4AFzQOEA3YElgWvBVcEHgLc/wL+nfy7+2n7Pft8+sv4t/ZG9Rf1CPZ+98/4o/k3+jr79Pyf/tT+9/wZ+jT4sfif++r/4wPVBdEEhAEN/p/8/P0MAcMDagSXAkz/SPzv+l37gvwX/Xr86/os+ef3PffA9tb1P/Ro8jHxa/E086z1Pfez9lv0H/I48oP12/ro/6ACkQIXAX8AXgJ5BhsLdA6iD8gOrgyUCtAJ9ApDDVwPchDLEAARLBHvEBkQ4A6vDcwMSwzxCzgLnwlBB88EBQP2AT0BiAD3/7X/jP/Y/hX9VPpn92f1+vSt9Sj2R/Vh80vyl/Op9sj4hPcy89zuo+0h8BX0UPYX9UXxde0B7EPtqe9m8fLxuPHl8Cjv0Oxi63Ds4+/k82r2sPZe9dvzivMi9Tf4ufv3/iICdwUICGUIfAaEBD0FRAlcDmYR7xAFDg4LEwqsC7EO+xD+EGoP+g7eERwXrBq3GAcRdwdXAQ0CEgn6EcYWrRP/CYj/Wfq1/GUEHQ34EpkTrA6KBpz/4f0fAn0JqA+kERIP8AlXBbUDYwWfCDoLQAwCDMIKJwhKBLMAjP+EAe4EJAfGBmoEawGo/nD8IfsV+wL85PzD/Hn7u/mT+J/4c/mv+Wf40vbQ98/8XQPMBq4ELf+l+qr57vvz/2EEngeEB+wCY/u59J/yG/bF/DAC7AIn/3z6hfh2+Wb66PjP9RL0hPUn+U781/xg+jj2nPK48aP0pfoVAWIEDQLg+i/zM/AB9MT7BgLvAtj+TPnq9fP1IfhX+lb7G/su+g75Ofgh+Ib4S/iT9lD0AvRN98n8rQDq/936QPVJ82H2F/xoAFgBWAAKAAwBowGIADv/nQC7BZIMCxKGFEIUKxIwD8AM5gwDEREYXR6vH24aRhGpCfsHXAzAEksWDxXsEEkNCgx0DIIMzgp4B9MDhgGSAYYDVQV/BAMAqfke9XX1rvpoAQMF3AI5/F71U/IP9FP46/v6/Ir7vfjq9R/02/PF9NL1AvYo9RP00PN99NP0MfOm783s5u2H8zz6IP0t+h70+e+38CL1nvm2+9n72/tr/HT8+Prr+Gv4cPrN/b0AxQJhBGoFnARSATv9sPvy/swF+AsPDf4H7v/e+br4gfvm/pMAoQBYAF8AWQC4/1T+UPzw+fP3lfe2+Zv9tgA7AIP7Q/Ut8m316v2zBr0KjQjlAhP+t/yu/kcC3wVqCEAJMwjvBdwDJQOdA+cD7gIpAU0AWgEYA9ECAf9m+fn1cPeJ/AkBlQFu/pT6ffgl+EL4kfgf+lj9rQDAAdT/lfxU+v/5FPsg/YgAeAV6Ct4M7grcBWwBVAFXBpANgxJyEhQOaggfBAYCpwGHAl4EkQYfCGAIgQcNBigEswEV/5j9if7SAWQFOwadAt/77PWU9Kz4ef/aBDkGtgNY/2z7hvku+tv8LQCKAvoCwAElAHn/7f9tAOH/lP5T/nQA3gNhBagC3vwW+ND36PsAAcADYQNYARj/4fzG+tD5dfu//50EdQdJBzQF6AI3ASEA8P+nARYGUAxsEUISGg7HB9kDGwVoCtcPABIwEAsMrwdcBFwCZAHiAEcAjP9S/0gAHAIXAykBzfsY9fPwPvJI+Lj+kwAE/LLzs+zc6pfuTPVd+xz+y/yv+Fv0ZPIF9GD48fw1/33+dvyh+/f87/45/4L9JPy7/RIC0AWDBQ4B4vvQ+b/7b/8fAv0C/ALsAn8CKAFn/4b+Of/zAMICVgTnBS8H9wYcBCb/yPp9+s7/cQheD1cQQQsfBN7/5QAlBo4MFRH9EUkPrgqgBtEEIAUIBhwGWgUOBXMGJAnxCoMJvwRt/0n95f9RBZ8J3gn5BVYAB/wD+3P94wEkBkQIeweUBJEBawCgAcEDqwSHA68BSQHTAi4EfAJE/ZD3kPWf+NP9iABs/vH4ZPMN8DTvIvAe8lf0svU99Q/zWfB57vntYe7x7p7vGfHA82r2q/b08rHsCejZ6IPvdPjO/sr/Lvw19zH02vTd+Hf+YQPkBa0F7wNfAsEBVQHr/5P9GvyW/SICKAf6CMkFTf+/+b/4uPzDAvUG6AbTAub88vc49nb4dv2QAiAFOQRXAUH/1P9qAn8ERASwAq0C5QWWCvoMDgudBo8DWwQ+CHwMww5sDhAMrghbBT0DQwOGBdoISgtpC1cJkAaABGADmgIeAuACtgWvCQQMIQoIBNf8r/jc+Ub/eAUICXYInATF/2X8DvzA/tcC+wWrBk8FuANUA7UDBgMGAL/7Gvlz+lX/cAQVBggDUP2N+F33/vmV/oICjQPHAP36qPTX8Gjxm/Vm+qL8e/vv+LP3fPh2+bn4wvY/9gb5tv3LAPT/HPxZ+Cv31/ju+7v+HgCZ/yf9XvmP9VTzofP29Zb43/mT+bL4E/hM91v1YfJW8JTxevaP/B8ABP8f+pn0svH88t/3Qv6UA+wF7wQlAh4AxwAbBF8ItQunDT4PihEiFBkV1xICDq8JJAkzDXMTDxiGGAAVwQ+NC0oKXQySEIUUpBWeEn0MXAZ1A7cE+wfhCeYIjQZmBQ8GlwboBEkBS/4i/o4APQPvAygCFf9H/Kn6ZfpM+wr95/6f/xD+V/ol9oDzLPNB9GH1Ifb/9if4oPgC9w7zlu587I7uBPTc+ej8x/t794Xyke9O8ML0EftKACcClwDY/a/8Xf7MAdcEXAY9Bz4J1wwrEHQQlgxfBkwB7f9VAoUG6AmoCjQIawNa/pX71Px+AX0GBwiIBC7+Ovlj+MD6LP2n/QP9Sv0Q/7MANQB8/Yn6tvm/+2n/qwIyBM8DHALu/yj+wf1Q/1UCIgXnBSIEDAFy/ir9qfwK/F37qfuN/Q8AAAG+/r/5h/Tw8WfzEfhm/ZQA8P+1+/X1nfHx8D/0k/nc/Qr/if24+6/7cP1A/8L/pP/uANMELQowDp0OcwvSBmMDvQLoBMIInwycDk0N4Ai4A0YBYANfCEcMHgxkCC4ECQLTAZ4BPACV/nf+aADfAqMDzwF9/q/7r/qA+1j9Yf/dABEBeP9u/H75f/gT+vL86/6s/sz84vrb+TX5/Pc59j71cPa8+Wf9LP/e/S76RPaI9F32YfuHAQoGzAajA6b+C/sj+6v+EQObBZ4FugT6BKgGLQjqBxwG2QQ4BnMKpA8yE44T3hB/DDcIxwVhBtwJBw6CDzwMhgV2/6H9FgCdA8MEzgKw/3/9Yvzg+u33VPQK8kvybfR99ub2b/UD88Xwge+977Dx4/Ti9+L4JPfq86bxB/Kd9Hv3JPm1+TD6+Po3+9X53/bc887yvPT4+Hn9AABQ/8v7SfdE9MD0F/lq/2oEYwVHAs79SfsN/MH+HQEoAtECgAREB5IJtgmZBwIFMwQ+Bn8KZw9zE2UVXxRmEEELCwgpCf4N6RINFIUQFAudB8wHMAooDHkM6gu8CwQMoguvCYcGmwM1AogCzwMIBZIFIgWVAx0Btf7r/bX/LwPvBeQFOwMbAK7+UP/KANIBPwLIAs0DswREBMMBp/17+fL28vYk+R387f3d/Hz4VPKA7c7skfAV9nj5qfjJ9PHwaO8V8EbxyvET8mHzEPby+FP6e/k09/r0DPQj9ab4VP6KBGIIgQdcApr8ffpz/d8CfAbzBW4C8v6H/ff91P4+/5L/ewDgAbQC9gGe/5n8Efq3+Lz4IfqU/AP/xP/T/Rb6JPdM95b6tP4IAcoAR/9Z/rf+tv9cAJYAPwExA0cGNAllChsJ5wVWAjgA6ACmBBQKYw7RDsIKpgSFAPwASQUlCogM0AumCfkHRgepBlcFxwNPA7EERgeZCaAKHgoeCMYECAEN/xIBFwfhDQoRgg5XCP0CoAHkA9YGvAcfBm4DPQHz//7++v04/Vn9bv68/1sA4f9i/hn8VPnX9vv1u/dq+53+4/7r+/D32fXs9vn5tfye/df8ivu6+oP6Zvr7+YT5u/kd+2T9k/9oAPf+Ifsi9m3ycfK69t78ygCi/wH6lPM28DXxyPQN+Gn5QPnA+GL4rPc89ov0jPO58+P00faN+bT8sv6k/Wn52vQk9E35IQKtCR8MngmpBecDcQWuCGALkQy/DLUMiAzKC2sKGwm2CH4JCAvGDF0OWA/gDkoMLgiqBPMDdAYiChEMyAo+B9wDdAIiA60EzAUTBtwFowVtBesE5gOLAlUB1gCEAZADYgZWCHIH9wKV/ML3Y/dq+7YAVwN4AY78x/dy9Yr1mfaA9zP4/vib+W35Y/gg9xz2GPXE89zy+/PP94780f5g/Ij2ffEo8Rj2Pf2BAtwDVQJ0AAYADAGQAuQDFwVOBkMHfgf0Bh8GZwXMBEEESgSsBU0IjgpOCuUGBAKd/nr++QCvA2gEqAK4/2D9nfwt/TD+B/+t/1gAFAGwAeQBYwH9/wj+rvyJ/UABZQbSCcMIOgNa/Fb4Vfnx/X4C9gP7AVz+Ffv7+Or3sPdW+KH52vpe+z378fpw+un42/Vh8gXxufOj+SH/WQBW/NX1PvFX8Y/1Efsp/+kABQGTADgAPgDgAEoCKgS+BXEGYgYTBq0FyQRBA/wBhwKKBa8JXQy+Cz8IPAQoAtkCNAVXB/sHDwdaBa8DgQLqAeABMwKjAhcDswOZBFoF6QSCAtH+Ifzg/HcBXgejCt0IEQPo/Mf5ifp5/TkAYwHKAMv+7vsU+Vj3T/dt+Hj5yvn4+Qv76fzr/TP83veq8yDzo/fy/r0E4gWrAjP+x/uu/O7/xAP/BjIJUwp/CjcKTgpAC68Msw3bDZsNmQ2iDaAM4Qk7Bs0DVgSTBz4Lqwy8CogGZQIhAPD/vABGAekApP/K/dX7SPph+dj4IfgU92f2C/fx+Hb6cvlG9QHwTO2H76z12Ps6/tb7xfYr8vzvX/B68kn1v/fD+ML3W/Up83TyC/Ob80/z7vIl9H33LPtD/E35BfQ/8PrwDvZ5/L0AVQEn/0D8U/oX+qz7vf55AqQFWwfTByoIOgnICgQMtQykDZYPIhKnE6wSWQ+cC9wJQQvjDncS8xPUEiUQfw3uC5IL8wtoDF0Migs0ChUJtwjACCEIOAbhAxIDBQWiCNoKGgmsA879RPt4/ZoCUQcXCYMHwQN1/w78i/o4+039Jv9J/7D9x/sG+137QPtg+Wr2y/Rw9qX6Sf5A/hb6XvSf8Lbw4fPZ95H6HfuM+ZT2bvOY8QLyUPQP9/X46vnC+hP8cv0E/qj9cv27/roB/wRiBr0E9ABk/Tf86v0yARUENAVRBBsCpP/t/YT9Nv4U/yT/N/4k/eT8Y/1E/Tr7tfcj9Q72l/rh/yQCuf9H+mH10vMZ9r/6qv8UA+MD5wE2/un6+fnH+8D+uQDXADAAdgDzARED7wGc/on7nPue/1EFLgkRCZgFQgGF/o/+QgGNBccJHgyHC6UIegXzA4cEMQazB7MIqgn6CjkMiQyEC+QJKwl2CmkNPRD1ENcO7AomBw8FFQWdBoIIhwnaCIUGjwNbAZoAtwBnAAz/bP30/AT+If8I/vH5xfTc8UzzGfj4/OD+Af3l+Pj0LvNh9Dz4RP00ASQC4f9D/PD5RfpR/Nb9dv3z+0r7jPx9/pj+ifuw9inzQ/O59iT7+f3w/Uz7Sfes8y/ys/N391b7O/2M/Gb6fPi/9/73kPg7+WD6Vvy4/moAgQBD/zD+7/7pAfkFOwlfCkcJzgYqBIcCrgKtBJAHvwkQCsIITgcFB8IHHAgJBz4FsAR8Bm0JuQp0CG4DoP7h/N3+9AKzBjkI3QYXA2X+8fq6+hz+LwPPBtoG2wN0AAT/tv+6AF8A3f4N/mb/PAIzBEMDfv/o+uf3wvc9+g7+YQFzAl8A8Ptv91H1fPa8+dX8NP7E/X/8T/tr+pj53/jR+BD6evz0/h8Adf++/Yz8Gv2N/w8DXwZaCFQIVwZeAwkBogAVAuoDhwS7A+YCfgNVBZQGjwWlAjUAiACpA0YHmQiKBlECUP59/JD9+gAvBQ0IvAfhA07+NvoI+pn9MgLFBEsETgImAaoBlwIvAi8AN/4n/lIAOwPfBB8EPQFw/U36Rvn7+p/+EAIIA6UAFvzC96T1GfYF+Of54vr6+oj6nvkT+AT2OPTA8xX1k/fY+cL6Lfra+Mz30vdq+Z38lwC4A1wERQIY/yn9k/1e/6UAmQAlAMcAsQJrBDUE0wEJ/xT+5f9mA2sGNQdPBYYBbf3o+ob7j/9BBXgJmAmTBTUAFf3q/W4B1ARFBh8G/gW/Bq0HcgeYBQwDSQFFAfcCgwWQB7MHLAWlADn8SPrk++3/xgMRBSYDTP+e+5j5ZPlK+pj7F/2v/uv/BgCd/jn8FPpK+SH6HPxl/i8A5QBbADX/1f6lANEEwQkRDWYNkgvTCc8JLAs8DOQLzwqgCh4MMw7vDkYN6wmoBgMFcQVVB3UJTgqrCFkEvv5u+q/5tfwgAXcDtwHo/CL4/vWd9iv46Piu+I34TPmO+jv7f/pa+I/1S/O38mT0qveu+kn7f/hk86ru5+zf7gzzt/bi92v2svNL8fXvrO848IzxgfOS9fT2LPdf9ij1J/TT84f0bfYs+az7jvxh+2z5D/nW+wUBEAa0CMYI6wfQB50ITwkgCY4I1wiuCoQN/A/sEBMQAQ67C2UK+wrHDcIRrhQ6FOgP5wnkBVwGnApKDxMRJw9dCzoI7wb3BjsHOAcuB4oHeQi+CbkKggpnCKoE1wAM/34AXwQTCNUIoQXz/7f6U/gd+Yf7gv3i/bf8svpr+Ej2t/Qu9Nz0S/a194P4ovgo+B33oPVe9Hz0kfa8+ev7hPvp+Fr2J/bF+Jf8e/+QAJ0A4gC+AXcCNQL5ALP/bf+BAHkCcASKBSYFIAMkANj9FP50AT4GJwmmByoC+fu/+Mj5Z/2aAHIB9v9y/S/7ufn9+Kj4fPh8+O74M/pH/GX+Nf+8/WX6I/dO9uL4k/2bAZoCMgAZ/L/4rffj+FL7y/1///3/Kv9e/YP7lPr1+jz8tf0S/2cAlAHmAcIAn/4m/fz9KQHUBKIGrwVAA50BMwKoBIYHnwniCvMLPQ19DhcPvQ6oDVkMTwsJC+sL0Q2YD3YPaAyMB9YD9gPwB84MyA4oDHEG5gAK/if+0f9PAakBzgA2/4f9PPxe+4D6NPmp98/2ofcW+sX8rf3E+/D3nfQb9OP2QfuY/jv/Xv2G+kX4Xvfb92n5ivt//YP+QP4X/bb7iPqH+bz4nPi2+db7rf2o/Wn7XPjC9tD3qPob/X796vvi+fT4kPkh++b8nf52AIcChQQFBtwGCAd9BjgFwANVAxoFpQisC5ALvAeRArL/FwGYBfAJVwtBCT0FcQFK/wT/AQBGAfIBsAHZABAApP8p/+T9pPtN+XP4IfrI/UMBNQLL/4P7JfjH92j6P/4rAfsBswAX/j37Pfng+DH6YvxF/ib/Kf/L/jT+Ef1E+5v5dvmG+9X+QgErAdT+Ofxq++z8eP9DAXEBbQAz/2L+B/4U/rT+GAAeAlsEeQZqCPUJbQoOCR4GbgNSA5oGZwtRDhsNjQjGA8EBSQPZBgIKAwt4CUIG5QK9ADsAwwBGASgBrQCaAFIBRQI8AlkABP0X+rP5qfyYAcYFAgcSBaMB7v5Q/tz/qwJyBfQGdgYnBCUB4P4l/rL+nv88AI4A1ADdAO7/mP2I+mf4kPjL+k/9K/7P/Fz6hvg2+AX57fk3+uX5SfmR+LL3xvYt9jz22va89/f4BPv5/bAAVAEK/zr72PgW+n3+PgNVBaMDfv+J+wX6nPs1/7cCRQRFA58ABP64/M/8ZP2B/QH9qfxe/S3/7gDxAGv+ZfpK9zv3ffpH/xcDSgTcAg8Amf3g/Hb+zQFpBZsHjQfPBccDnwJ5AsgCLwPyA3IFVQdUCDUHAQRVAFH+Af+YAR4E6QTBA7UBBwBT/3z/HgDlAHQBcQHFAOT/af9y/3D/5P5Z/jX/WALJBv8J2Al5BmICkQBcAq4G8grLDGMLwgceBHkChgNWBiAJcAr4CYAILgeXBmUGrwX2A9kBvQCVAcQDTwVWBJEAofvq9wb36/gl/NH+jP/+/ev63Pdk9jf3u/ll/Nb9vv3M/Mv74/q/+Wf4k/cz+FP6u/yn/Sf88fjs9bP0ffUo90r4PPhB9/j13fRN9Ij0gPWc9gj3efaY9WH1+/Vt9qr19vMU8870QPly/sEBxgFE/478+Pto/ugCRAdqCZwI0AUAA+0BKAPkBZ0IHgo8CtIJ0wlZCncKQQkAB08F2AXMCH8Mlw6yDUIKHAZJAwIDPQXOCOoLBA2cC5kIzAXCBMEFuwdMCeIJ6gn7CeIJwAgWBrkCdACiAOMCWwULBlMEJQEi/l/88PtF/Lj8zvwl/Kb6ufg398P2Jvd69yb3kfal9o33QfhY95/0oPGi8PTy6/dD/Y0AvACr/oP8V/zU/vQCvwZ2CJsHIwXRAhUCHAPXBO0F5wV7BbYFwwaJB6AGrAP0/5D92/1/AL4DngX9BPMBqv3Z+ST4PflX/HL/nABV/7/8qfoW+rL6g/sI/KD80f1T////xv7n+wP56vcs+cL7+f2y/uT9MPxR+un4evgy+Yz6dfsg+9D5q/ir+Kb5g/p2+uL5//mJ+8T98f7B/Y/6WPdX9pP4Jv3jAa4ErgSzAqIAWwCgAqwGnwqdDAsM5wkOCNIH/QhLCr0KjwrlCmwMdg5bD+QNWgprBgUEKgSCBqwJ4QusC6IIzwNZ/0z9Nv7FANwCIwPbAT8AQ//R/lf+rf18/ZL+2QD9AlcDSQHZ/eP6u/l2+kj8Ov5//3P/y/0X+7b48vfp+HD6I/us+uX52Pmr+oH7cvuI+uL5vfot/dT/vwD4/kz72Pef9lf4JfwyAKMCkwJ+ABz+Uv0A/14ClgUYB7oGpgUrBY8F/gWSBXME2wPsBIwHUAqHC2IKTweaA8oADwC9AegEmQfVB+wEIQDO+9P5WvoC/C/9QP2s/CL8nPuO+tL4Q/cp9wX54vsT/mj+7vyP+ln4Efc098/4Pfsh/T79ePsS+bb3Gfhv+UD6yPmW+Ov3fPi8+Wb6wfli+NL3NPlC/Fv/rgB2/1/8Kfmy9xX5D/3nAVQF2wXyA68BSAFkA90G2QlSC54LuwsiDGkM2wtjCtgIYgiPCfALYg6oD+wOGQwTCKMEmwOdBVIJIQzoC4gI4QNKAOH+Cv98/5L/of8lAM0AkwDj/mL8l/qp+on8Of+gAQUDDgO9AaX//P3//f3/7AIMBTgFuQP1AS4BhAEJAswB0wAAAA0AqwC2AFD/vfxR+nP5oPoh/X//QQCa/uD6nPbh8yH0GPfU+gP9ovyj+gH5Dvmd+on85/21/oT/kwB+AZQBfgCf/tv8HPzj/Bv//wE8BGEE2AGn/R/6bPni+6H/BwKyAVL/pvze+uX5FflW+FH4ivmH+/T8v/wA+934mffQ92f55PuX/o4A4wBe//38gfsl/Jj+OwF8AgIC1gA/AKUAWgF4AesAhAAiAbYCMARfBOACbgBj/vz9yP9UAxoHGgn/BzME5f+n/aP+1QHrBBYGTAXvA28DKgR1BZQGdweaCFEKSgy7DfQNuwxjCr4H7wUPBmsI/AudDk4OsgqQBaoBtgBBAlEEOgW0BIEDNgKlAHr+Efx3+oP6/vvH/a7+Nv6d/IP6nfis91r4vPrZ/fT/rf8s/ST6iPgU+df6PPxl/Ln7NftY+777m/ui+lv5rPgg+XP6yPs0/Cn72PhE9vf0Kvaz+bz9x/9y/pb6mva/9If1u/eh+U36/PmD+XL51vlx+iP7Efxz/VD/cgFsA6gEiATLAhgACP5a/ooBHgZkCXAJjgboAr8AzgA7Ar0DugRPBZAFLgXNA6oBq/+7/iz/mQBOAqADBAQlAyUB8v4B/mb/3wLCBgMJrAiCBlsEpgN9BNwFtAbJBqUG0QZBB2MHsAYvBXsDXgJhAm8DtATpBBUDbf+N+6r5+/q+/pQCGwR5Asn+F/v7+ML4qvnA+nn70Pvo+9X7j/sq+9v65fqM+xH9hP9rAqME3ASrAlP/MP0l/gYCrgaYCakJtQd0BRIErwPwA6UE1QVDBz8IDQh2Bu8DPQEU//P9Iv5+/zcBBgLdAND9UPpl+D75Q/x2/+AADQAf/rH8hvwv/cf93P2y/cL9Pf7j/i3/qP4+/Wb7DfoU+pn7lv1c/rv8FPlP9a/zPvUF+br8XP5s/QH7tviE93P3Afi8+Hv5N/rd+mH7v/vw++L7ufsQ/L/9EQEOBcEHigeUBPYATf/OAH0EHAjwCbwJYAjIBmoFfARHBP8EcQYBCAMJIwlWCLQGegQ1AscA/ADgAl4FsAaSBVsC8v57/bT+fgHsA7QE8AOUAocBEQH9AP8A/QAgAZoBawJAA4MDpwKaABz+ifwG/W//GALTAooAMfwe+Fn2XvcF+o78vP1Y/fD7QPrS+PL3wvdF+Dr5Qvo0+x386/wt/Yb8b/tb+7b9aAKBB3QK/wkUB/8DtAKjA+0FXQgtChcL/grlCR8IYQZkBW8FPAZPB0oI4girCDQHbgQxAf7+A/8UAYcDTQR8Av3+vvs/+qD67fsD/VX9+PxK/I371foU+kf5k/g++Jz4wvk1++r76Por+BT1l/PC9Mz3hvr7+sP4KfUk8hXxKPKI9Av3xfhM+bz4nPes9nT25vZ698T3DfgF+c/6fPys/BX7Lvk1+Vz8pgGrBl0JVwm/BygGlgU+BuQHKAqCDEAO2A4/DvUMsgvgCpwK5QrTC0oNoA6xDqYM4ggVBUADOQT1BkMJWgkMB6oD7ADN/zIAVwFrAv0C+gKiAkQC/wGjAdkAsv/P/hL/sQC9ApADGwLb/rz7tfpl/J//TgLjAjEBQP57+/P5G/q4+wX+8/+qABsAAf8u/sX9Nf0I/LT6V/qV+6L9qP5Y/TD6PfeR9sb4wPyoAA8DgQNeAnsA2P5J/iT/DAEpA6MEJQXfBCsEMQPqAZQA6/+xANQCDAWVBYADlv/Y+yX68von/f7+Nv+4/VP7I/nf97P3RPj4+F75ePm5+Yn6qfs0/HP7vvl9+Br5pPud/gMA4/4H/F75mvgZ+t38Uv9HAGH/Cf09+i34xvck+Wz7Xf1J/o/+9f6o//f/Jv+K/ZX8k/1TACUDJwTNAjkAXf6a/hUB6AS6CGoLaAzLC0cK4Ah0CEkJ+ArDDCUOBg94D0EP/g21C1cJVgiHCUUMqw7hDmYMVwicBKoCugLwA/cEzwQxA5QA5f3++zT7MftM+zX7OPvQ++z8sP0g/Sz7FPmO+G361f3TALMBJQBM/dT6Avoa+3z9AwBrAdcAWf4S+6D4/vfU+Pb5hfqv+in7Gfys/Nv7lvkm9y72Y/ft+RT8efzm+kj4AfY19WX2R/nm/O3/TwHoAIT/Tf78/Xn+Rv8kAFEB/wLIBKcFwgRRAs3/7P5nAGYDEAbdBm0FowLz/4/+6f5xAPwBYgJPAXD/5f1j/aT91v17/fv8Rv3M/uAAEwJpAVL/Z/1E/VD/iAJMBWgGrwXPA/ABLAEeAn8EHgd5CLkHbAURA+oB/gFNAgkCbAFpAYICBQSNBDUDcQC4/Xf8Kv0t/ywB5wHAAAj+3vrA+MX4A/tp/mABywKoAtYBNwECAe4A3QA/AZYCvwS0BjEHuAULA7oAKQC4AZcERgdcCFEHugT2AWgAqAAqAq8DJQRnAzYCbwE0AdQApf/Z/Y782Py0/twAsAFiAIn9rPpY+Tb6z/zN/6ABQwHL/of7ZPm2+Tn8Nv/KAEgAhf7X/N/7Pvti+mT5C/n2+eT7uP1N/jX9+Pqx+HX31fec+eH7Vv34/LT6nvdj9TX1Cfe7+Qj8bP0w/sj+M/8e/3b+2f0//icADwOkBZkGfgUIA7QA8/9aAVYEYQflCBsImAXlAncBtwHfArgDoQPsAl4CUwJnAuEBhADr/if+2v6tAIICPQN5Aq0A3v4i/i//5AEmBUMH/waTBKkBLwD2ACwDQwUqBuwFPQWOBLIDSgJzAOn+g/5//0MBwgISA+kBp/83/bX76/u8/fz/CAHR/6n8Evmp9iX2GPef+CT6mPsR/Uv+vv4g/tX86/tz/Nf+dwL1Bd4HewdRBeAC5wFMA44GAQrfC2QLRgkOB/UFEwaNBosG/wWJBaoFHwYLBsMEdgIZAMj+B/+HAEsCKQNVAtf/u/yf+r/6DP3//44BnwDZ/Qn7r/nu+c76UPtM+zr7avuN+/X6Sfnf9p30cfPP83r1j/fl+J/4ufYt9Ify6/JJ9T74/vmS+Wz37/RX8wnzuPP89LD20vgm+yD9Iv7l/cn8v/vk+9X9NwHLBA4HLAeJBZcD8gJkBE4HIgp5CxEL1QkBCRcJownnCa8JbQm2CZYKZwtgCx8K9ge8BVwEcQTwBQgIYwnYCFMGFwMXAY8BGQTrBjYIZgdUBV4DXgJNArwCWAMhBAUFqgWNBVYEKAKW/1n9IvxR/Mj9sv/HAA0Amf2v+vv4Z/mD++r9Tf8w//r9aPwB+/j5Yfl1+Xb6a/zg/vcA2wExAWr/lv3u/CX+8QAMBOIFkwWMA04BXAA6ASgD3ASGBUcFzgSNBGIE3gPjAtkBYwHGAbkCjQOQA1YC7v8A/a76Dvpb+5P98f4i/lr7Ovid9jf3Kvnr+nD70frM+fr4dPgT+Nn3Avi/+O75JPvk+8T7mfqJ+Dz2tPTW9Lr2aflV+2P7sPl79z72s/Z/+Kb6SvwA/dj8C/zo+sX5Evk4+Xf6wPyW/yUClAN0AycC3ADzACsDBgfvCjMNJA2TCyEK/gkvC8wM/A2SDuYOOA9pDyYPUQ4qDSEMjwucCy4M3Qz7DNMLNwnkBV4D+QK2BA4H5QchBnQCzv7P/NX8Dv5e/x4AMgCo/5j+Kf2w+536QPqy+tb7av3y/rv/Hv/9/Cf6Cvjc97D5Vvwg/g7+V/we+pD4QvgP+XH62PvV/B39g/wV+x75K/fb9b/1FfeM+Tb82f2c/bn7lfnv+Kn6Fv5oAQgDqwJaAXYArgCwAbQCQQN1A7YDOQTcBD4FDgUnBLQCRQGfAEMB4AI2BNwDZAHq/WP7N/sp/ZD/nwCo/2D9Hfvb+cr5jPqt+9T8wv1D/kP+3/1N/bv8S/wz/MX8IP7l/yMB9AAw/7T86/rX+mX8ff7Q/6v/Uf6a/GP7Ifvf+1n9L//sACcCfgLGARIA3P34+137o/x8/6cCkARXBHYCdgDu/2QBHASxBhYIKgh7B7kGUAZiBuUGvAe3CJMJIQpOCg0KPQnMBwcGtASmBA8G/gfjCJsHZATCAH3+Wf7H/2wBKAKbARkASf7M/Bz8bvye/TX/nQByAY8BCAEEAL7+pf1Y/VT+dADTAiIEiQM7AWP+Wfzk+9L8UP5q/4//rP4m/Y/7dvou+sz6KPz+/dT/AwHRAN7+ovt/+Av3GPj7+uv9J/8f/sT7vPk++WD6Xfw6/mn/1//H/4X/Tf8y/yD/AP/4/m3/pwBVAm8D5QKQALv9X/yo/ekA9QO8BMYCeP/U/Av84Pwz/gn/EP9s/k391vtd+ob58Pm1+y7+RQAmAZwAFf9J/d77Vfv8+9n9jgBPAygFXgXqA4YBcv/O/vb/OQI4BMAEmgOjARYAm//o/0oAfwDpAPkBXgP4A9ECMgC4/Sb94/6MARoDfAJoAJr+Tv5t/9wAnQGBARIB5gA4Af4BJQOXBAsG7gbIBrMFagTAA/8DvARGBVUFRgWwBcgGEwi3CBgITQYkBKoCkQLHA3UFdgYQBmIEWQICAdYAgAE+AosCbQI7AhwC4AE3ASIAAf9A/gf+J/5j/qb+5v7x/nH+Pv24+6P6lPpm+0r8a/yP+yv64vj791f3yPZo9nD20vYe98/20/W59EH0wvTl9fr2evdj9wz3zPbM9hH3m/do+Ff5MPrP+k/79Pvy/Cj+MP+u/5//Y/92/yIASwGCAksDYQPxAoECqAKYA+YEvgWDBVcEFQOuAmQDmQRSBQwFJwSBA7sDsQS7BUEGMwbyBd8FEAZZBooGpQa8BtEGzgaiBmEGJQbzBawFOAW6BHoEtgROBdIFzQUPBdADfwJ4AeIArgC3AMoAswBTAKL/t/7B/e78ZfxH/Jf8MP22/b/9Jv00/I/7yPvu/Hb+n////7v/Yf95/x8AEgHzAYoC4gIoA28DpAOYAywDdALDAXQBtwFfAusC4AIWAuAA0/9Y/2z/tv/W/6v/XP8e//v+2P6a/ln+Uf6r/kr/zv/O/yP///3X/A781fsL/Gb8l/xm/M779Poh+p75kvnk+Uv6fPpZ+vz5mflP+Q75ufhK+Or31vci+KP4Dvkx+SH5Jvl9+SL61/pW+5b7wvsZ/Kb8O/2c/cH96v12/oz/9gA8Av0CNwM3A2AD3wOgBHQFPAb0Bo0H6wf4B8IHjAeQB9YHJQhCCCUIBAgTCEoIZQgcCHMHtgY/BjkGega0Bq4GaAYNBs0FvAXHBcMFgAXuBCsEdAPyAp8COwKMAZEAj//Y/pf+nP6V/kP+of3h/Dn8xPuA+1r7Qfsn+wf76/rm+hH7Y/vB+wj8Nvxo/L38QP3N/UL+i/60/sj+xv6r/oj+l/4N//b/CwHcARICpgH2AIUApwBXAUEC8gIcA6gC1QEVAcgAAAFxAbMBjgELAWgA4f+C/z7/+v6y/n3+af5l/kn+//2S/S/9+/wG/Uf9pf38/Sr+Ef6r/RL9gvwu/CX8Svxs/HD8Ufwh/PP72fvf+xH8cfzg/Bf92/w6/J77c/vN+1D8ifxW/Oj7nvu1+zf8/fzB/UX+d/53/oX+3v6Q/2UACQE6AQkBzQDUAD0B6QGwAmkD9gM4BCsEBQQeBKIEXgXfBd4FgwU1BTQFYAV4BWEFNwUaBSUFVQWKBYwFLwWNBO8DjQNnA10DWwNaAzsD3wJNArgBVQE3AUYBZgF+AW4BFAFqAKj/Of9z/0cALAF6AeYAx//A/m7+EP9xAPYB2QKOAiwBZ/8t/g7+6/4BAIEAHAAz/13+5f24/bj9+f2A/hr/eP+H/2b/LP/S/mz+P/6A/hT/j/+I/wD/Yv4//sH+cP+N/9r+2/1d/Zn9Hf5J/vb9cP0e/R39R/1e/Uf9Ev3U/JH8S/wn/FD8r/zX/G78lvvX+qb6/vqP+w78ZvyM/Hb8KPzf++j7XPz3/FD9Rv0K/fX8IP1j/Yn9lf2o/d79NP6i/iH/rv84AJwAsQB+AEcAdgAvARACegIkAmABzgDWAGsBRAIOA5ADuAOPA0UDAwOcAjsBDf6h+d/2T/lsAbEKQg6OCIX8d/H97Tv0JgEFDsITUg9wBED71fl4/0QGFAmMBwsFywQaB5gJmwmpBgMDtQHBA04HbQm6CCEGxAM+A7QE8gZlCBEIzQX5AcX9p/ts/jwGsQ5EEesKnv+j9+v4MAIkDI0PZwuVBUwF5QsBEwASAgZP9V3rn/DSA5QZOSPtGMX/YebK2nfhr/MUBcQLAQY/+mvxqe8V8mfzKPJx8Tj0kPnY/V3+Kfs59jPyOPGj83f38fn++bL4gfer9un1lvVk9gH4J/kA+Qf4WPeW9534zfl6+l/6E/ql+lP8zv2K/cL7t/qu/OABZAhADWcNCQep+0vxqu9A+kIMKhsYHtoTJgOj9fvxwvhhBecRkhqtHtYeqhtpFhwSORI8F0odUx/vG0IWfBFLDB4CmvGq4MfYRt5u60T0wO+d3rLK+79ExHbT/+Lb6dnmHeAh3eXg0OjG72vyWPFE8Ivy3/c2/JD7IfaN8PXvoPUB/n0DmQJ0/N/1nfPS9tH8IQI0Bf4FAQRp/oL22vD/8YH52QCLABH3iOqI4+PlRe4f9pX5OvoK/bIF7xL5HkckEyMPIogoZjcWSH5Sg1P8TaRGekBXPAg6vDjmNuUyLyy6IzIbzhPVDckIBARD/9v6ifft9TD23vfz+VP7jfs1+0P7C/wX/Qr+Rv81ATED1gOoArYAQP85/hH9g/xs/ggDbwftB+QDb/4Y+wv7s/2WAroIiAyICF36YucV2//eOPINCGUQKgSg613YStff5gL64QOKAaz5V/VB+c8Djw9rF0MaWBv+HikmlC1SMaUwni3sKXoleiAYHZodDSEQI50fpha+C8ICQP1g+lP4cvXs8JTrW+jz6tbzn/z4+TDlc8aAs/m+ReVPCzoU9PqE1qXEF9DO6hP+M/5I8Mbh0tyv4jLtFfS88k7rp+R55KHqvvE59Jnw9enq5Cfkueb86JHnJuLc27XYSdqM3pHhieCu28TV7tEc0lDXmOKj8z4F6AzwASbo/NHa06fxoxibLY8jGwaF7iTuTwETFa8Y4Apx+KrvDPXjAWIKSgTy62DJv7G9vLfuVSs/RXYkEuBRrtO2r/ElMY5JCTJBBX/opO8+ETIwGjNAGLL1duVe8K8KPSJ8LIQo+hkdB1r5BvlUBfcSCBYADacATvoQ/L4BCwamBRsAcPgY9Nr25v4cBoQH1gJ2+/X1SvYm/QIFLgW7/Jj5dQ0ENq9TikG//CaygZ3U1JQxgG4QYDkWWcwHuNLg1B8bQzQ1kwnO53Lq9AyXM89ChzLLEIn1ofGrBLkeDSy7IhsJvPBg6ab19QnMFnIVBwyaBdYGvQr5CaED7f3p/k0GlA7kEqMS9w9rDBEIjQOPAe8EXQzkEHsLQv4F9y0ExSPRPnQ6mBHI3VDEutflCJszITobGVDno8RnxY/mGhHyKV8jyQRz5ELYpuf6BmQfPB/oB3XtbObs+NAVTSbzHiEHovAj6fXxEAIkDigQLgovA+4AuwNDB6IG4f/o9OTqF+im74H9cwf9BFf34eh643/nm+wI623jRN5N5Jr2UwzzFxgR7ftZ5xvipu85BvwWAhgDCTDyFeCU3arsvwJcDlQEtOlr0CDJm9YC7f77n/qF7BreXtvP57L8iQ4hFQgQMgVR/F/6O//fBeUH2QIJ+wv4Tf1BBpoKZQaV/a/34vhz/+wGrwxZEa8W5BziIQgj1R/nGgwY8hitG8Qcmhp+Fq4S+g/3DbQMGg39DqgPfAu4AZf2CfFq9acBPw6eE5YPkQaf/w//KwQ3C5EQBxKSDs4GIv4R+if++AfwDzsPYQVB+N3uaOxO76Tz8/WW9P7vWepZ5ozlkeer6gntqe2O7K3qV+k96b3pjOlS6FnnUOiA647v9/Ix9Vb2QvbX9Nfy5PEA84b1zPf++AX6hvzmAEMFVAYNAvD5/PJQ8uL4KAK8B6IGfgGG/Xz9rv8/AC/9K/g19VH3Df5vBboICAbz/4/7XPygAXUHIQqJCCEESf/i++76evyq/8ACxgOPAbL8hPfT9OL1YPlC/Bf8y/id9IHyQfRy+YX/HwM1AqL9l/ge9tT28fg0+qr52Pfh9en0mvWK9/j4z/ek87ruluwx72b12Ptp/0T/Ff3E+4b9YgI+CDwMyQygChAIKQc/CN8JXQpnCT8IKgi0CMQHqQMt/Wf3dfU3+N79QAOqBSsEEgBQ/Lb77/7NA+MGOAbRAsT/lv8+AmMFhQYsBfYCvQHKAeMB6QAP/3L97/yh/RL/awB8AF3+v/o/+IP5rP7FBP8HpgYqAsv9dPwV/0EEGwlKC7cKXgk4CWAKags1CxkKPglkCYIKSAxvDnwQqhFZEZkPUA3eC10Mwg6BEYkSBhFRDswMsA0REMoRMBH8DVQJYAVQBLoGjwpWDCgKmAVLApoCuwXmCA0KSQkrCPsHlwi5CEcHqgSuAu8CMQVkB28H4wQZAe39kvwv/Qf/1wB9Aa4AO/9U/o/+mf/CAJoBDQIwAhUC2AGeAXIBSwEaAdEAZQDq/7D/LQBsAb0CHwM2AuIAnwA7AgkFcgdZCPsHbAdsB88H9QehBwMHPgYYBWYDigFeAIUAwwH0AsMCoQBZ/b/6Yvpu/Jb/JwI3A/ECIQKXAdwB/AKFBMwFYQZNBt4FTwW2BA0EQQMvAuAAsP/m/kD+Jv1t+8T5+vgA+fH4JPjo9g32//WC9i73uffq9433zvZF9oX2g/eg+D35Jvmd+Cj4UPhA+Xr6FPuR+n359Pib+Rr7l/yC/dj92P3C/c79Gv6C/q7+cv4C/rj9rf2r/Yf9TP0a/d38YPyf++L6bfo6+g360/nE+RH6kfrS+pf6GfrH+dj5EPoT+r/5Rvnv+Ob4FflA+S/52Phi+AH43vcB+GX44vgh+cz41fep9t/1xPUr9sD2UffK9wf4zPcI9//1OPUe9cr18fYC+Ib4avgW+Bv4yfgQ+qH7Jv1W/v3+JP87/8v/EQGxAvYDaAQyBPgDPwTxBGwFIAUbBAgDiAKnAtQCggKXAX4Axf+q//f/NQAGAHj/9/74/qL/vADsAeYCjAPwAz4EiwSwBHEE0gM6AyADigMBBP8DbwOjAgkC2AEQAo0CDwNaA0YD0AICAggBLQDo/38AwwEAA3cD2QJ3Afn/9/64/jD/DQDUAP0ALQB//pL8WvuA++j8uv7x/xAAYf+j/ob+O/9+ANYB6QKQA9YD3gPEA5QDSwMAA+kCOAPDA/8DYQPwAXAAy/9CADQBngEAAbP/ff7o/fP9QP6M/tT+Kv+M/9n/7f+7/1P/5v69/hr/6v+6APkAdgCT/+v+0v4j/4f/1P8PADwAPwD0/3D/DP8b/5b/DQAJAHD/rP5I/nr+Df+q/xgAUABYAD8APgCNADQB4wEvAuwBXgEIAUkBKwJaA1EEqgRQBI8D7ALRAksD+wNUBAoERQOHAjkCZQLNAjUDhwOmA28D4wJHAuwB5AHyAdwBuAHAAQ0CdwKwAnwC2QEGAW0AXwDgAKYBUQKoApYCHwJuAd0AywBFAfIBbQKIAlwCCgKsAWwBkgFBAkADAQQBBBwDsAFnAN//SABAAeoBgwHe/5L9p/sB+9L7fv0A/3//2/6V/Wv85PsU/Lv8ef0O/nL+xf4D/wb/qf4k/vD9Zv5T/xMAEwBA/wj+Cf2y/BT96P3L/mf/kv9E/5T+y/1v/fD9Of+kAH4BowGDAZEBxAHDAWgBBgEUAaoBcQLpAs0CPgKzAakBPwIUA4EDNAOCAioCpQKqA20EPwQdA74BEQGVAe4CIgRRBHIDPwKKAXUBegERAUEAgf8w/0P/Xv9T/0P/cv/l/zwA/f8S/wT+qP1g/rb/pwB5AEr/6/0+/Yr9Zv4m/17/Kv/6/iT/j/+//z7/Gv4B/dT85/2k/9wAswBT/779B/2K/cb+5/9KANn/8f4q/vz9bv4b/4H/XP/a/ln+K/5a/rL+9/4e/0n/jf/I/7z/Z/8Q/wr/U/+Y/4L//f40/nX9JP2Z/cb+EACXAOj/Yv76/ID8Gv0x/vX+5/4f/i39ovyy/DP90f1D/lz+E/6e/Wf9u/1y/v3+1f4E/hv9w/ws/er9Rf7W/d38JPxa/H/90v5q/+z+zf3y/AT99P0g/9///P/F/6f/yv///wwA8f/x/2EAUQFZAr0C+QFZAPj+A/+2ABUDmQRRBJMCnACr/zwA0wF0A0cEDQQcAwcCTwEyAZgBGwI5AqoBpQC+/2r/of/l/7//Lf+l/pj+Bv9w/z3/N/7D/JL7OvvQ+938nP11/WX8F/tr+s/65/vR/Nf8+Pvi+mr64PrZ+4v8efzc+2H7iftF/CH9sv3W/bP9fP1p/Zz9EP6f/in/u/92AFsBGQJQAu0BTwEUAaoBAgOQBKcF5AVRBVEEZgPxAikD9QPyBJIFcQWQBGkDpQK2Ao0DsAR4BYoFAwVIBLsDaQMpA9QChQKFAgIDwwMwBMQDjQI6AZ8A/ADQAUgC5AHQAKH/5P7I/g//Y/+B/2z/RP8h//r+wP6A/lb+Wv6P/uD+MP9b/0T/7/6D/jT+K/6D/kn/aACHARgCrAFtACr/6f4bAD8CGASIBGEDhwFCAF8AswFeA30EsAQyBIEDBQPUAtEC0QLLAuACKQOPA70DYwOEAo8BIwGMAXYCLAMaA0QCQwHIABcBzQE2AtwB6wATAPn/pQCGAeoBkgHOADgAMACoADQBWwHmAPz/B/+A/qL+Pf/O/83/FP8N/nX9x/3Y/uf/JQBQ/9H9i/w5/AP9Wf5Q/0P/Tf5D/Q/98f1H/wwAvv/O/kD+vv76//cA9AAVAE//jf/aAFACwwLGAQkA2v4X/4gADAJ3An4B2/+v/qj+ef82ACEANf8g/qv9FP7p/mT/EP8c/kD9Kv3w/en+Jv8u/mb8z/pA+t36Cvzy/BX9f/yh+/L6wvoX+7X7PPxT/OT7Nfu9+sj6NPuc+7P7j/uS+wj8zvxh/Uz9lfzV+8L7o/wF/gf/Ev9C/kr98vyJ/dH+MAAOAR0BjgD6////1wAoAkADkgMoA44CZwLWAngDxwOeA04DOwNxA6MDlQNPAwMDxQJ6AhICqgGBAakB6gHtAY8BAAGWAIUAvAALAVcBnQHKAbcBQwGLAOT/of/X/1kA0QD/ANAAXwDn/6T/xf9IAOIAIwHLAAcAXP87/6L/GAAcAJL/3v6X/gz//P/DAN0APABS/67+qf44////igB8AMX/u/73/fD9pv6q/24AogBKALX/Pv8y/6H/XAAVAYcBkQFGAeYAugDwAG4B6gEkAhgC8gHbAdMBvgGHAUABCwH8AAwBIAEUAd8AlgBfAE4AZQCdAO4ASwGXAa8BgAEXAaQAZACIABQBzQFWAmEC5wE9AdwAGQHeAbkCKAP5Al4CvgFjAUsBPwEVAdMApQC2AAIBTwFaAQgBfgAMAP//YgD8AGYBWAHRABMAe/9D/23/0f8tAE0AHgC7/1b/GP8D//3+7v7e/uf+Ff9Q/2f/Nf/F/lP+Lv56/gb/c/91/xL/kf5A/i7+Kv78/aH9Tf1B/YL91f3h/X794Pxs/HH87vyY/RT+KP7Y/V79DP0K/VD9p/3t/SL+XP6g/t7+Cf8d/yz/RP9q/5D/ov+N/1L/Af+x/nn+Zv6C/rv+9P4J/+v+o/5X/jf+cf4A/6X/9P+k/9L+BP7F/UD+F/+5/9//sP+K/5b/p/9+/xv/0v79/qf/cADgALkALwC1/57/7v9rAOIAOAFvAX4BWwEFAZMAOQAwAIoAHQGPAY4BEgFqAAMAHgCuAGMB5AEQAgYC7QHWAa8BbwE3AUUBqQEvAnYCRwLHAWYBeAH5AYsC1gLAAnACDAKkAToB0QB5ADYABADZ/7D/iP9c/yP/z/5p/hH+6/3+/R3+C/6t/SD9oPxi/Gz8qPzy/DL9WP1d/Tr9DP0H/Vn99v2R/t7+2/7I/t7+Jv91/6j/y/8QAKEAYQH4AQ0CngEVAfYAYwEVApkCswKCAkgCNgJQAo0C4wJLA68D+QMbBCgEPARfBHoEdgRUBC4EEAT1A9IDrwOgA70D/wNEBFEEFgS1A30DlQPWA+oDkAPRAu0BPQH9AC4BigGmATsBawCt/2b/nP/h/7P/9f4O/on9k/3W/dH9Xf3G/Hz8nPzo/AH9zvx9/F38iPzP/O/81/y7/Nv8Ov2f/c79vv2N/Wb9b/3B/WD+Gv+H/1b/kv62/Vj9s/15/hL/Ev+I/uH9lv3W/X3+Rv/r/0QARwAEALD/iv/B/0EAugDaAJQAOQAsAH8A4gDxAKQAUwBiAN0AbwGhATsBaACP/wr/Af9K/6H/zf+7/2///v6I/jb+Mf6F/gz/hf+q/1D/i/6r/R39I/2z/W7+6f70/rr+l/64/vj+Cv/d/rf+8f6c/2sA/wArAQ8B6ADiAAABQAGmATwC5gJVAzIDegKeATcBgQErApYCWQKOAa4AOwBrABoB4QFfAmUCBgKHATUBNwFvAZ4BkQFGAeYAkwBIAPP/k/9J/z3/e//Z/wYAx/8h/1H+mP0U/cj8t/zX/AT9A/2j/PD7JPuJ+lb6j/oO+4371fvN+4f7IPvD+qL64vqB+0v87/w3/Sr9DP0y/cf9pf5v/9H/wf+E/3n/0P9tAAYBWwFpAWEBigH/Aa0CWAPPAwIEDQQhBFwEsQTuBO4EvQSLBHoEigSdBKMEoASjBLAEsQSTBFwEMAQyBFMEXAQWBIoD+gKrAq0C3QIOAysDNwM3AygDAAPDAnYCHALAAXEBRQE/AToB/wBxALv/LP8M/1n/yv8MAP3/u/92/1D/O/8n/xr/Kv9Z/4L/f/9M/wf/1f69/rj+yP73/jj/Zv9Q//j+mP50/qP+/f49/zn/A//a/vr+eP8nALoA9ADIAFkA6P+u/8X/DQBHADYA6/+l/6f/3/8NAAEA1v/W/yUAmgDaAKoAGwCF/z3/Vf+c/8v/uP9t/xv/5/7g/vv+MP9w/6r/xf+5/5P/bf9M/yb/+P7b/ub+Ff9D/03/Mv8P/wb/JP9m/67/1v++/2z/Bv/B/sP+Bv9f/5L/c/8d/9v+9/5n/9//CgDq/8H/1P8cAE0AHwCq/1D/b/8HALwAFwHmAFkAzv+Q/63///9VAI4AlABVAMX//f5C/tn93P0u/pz++/4p/wf/iP7R/Tf9Bv1T/ef9V/5X/uf9Sv3d/Mv8BP1e/bz9Hf56/rj+t/5//kb+SP6S/vv+R/9e/1X/Vf9t/5L/pf+f/5D/lv/E/xIAYQCHAG0AEwCW/yH/8v4s/7j/RAB/AEgAzv9j/z3/bf/f/3YADAF0AYcBRQHdAI4AigDLACwBgAGzAc0B2AHHAZEBPwEJAR0BawGhAXQB5gBOAAoANQCiAAYBOAE3ARcB8ADTANMA+gBDAZgB2QHnAbsBaAEVAfkAOwHvAfEC5ANLBNsDwgKqAVQBBwJbA4QEzwQTBLYCZgG5AOMAmgFIAnMCDAJvARQBIgFaAVcB7gBVAPT/AQBOAGoAEABp/+b+3v49/5n/ov9Y//r+xv7L/vL+I/9B/zn/Df/d/uT+Sf/l/1gAVgDo/2//TP+Q/+H/0/9P/73+qP49/xMAfgAQAAD/8/2Z/Tn+lf8VARgCMwKBAY0ABABFACAB/wFlAkcCBwIfAq0CWwOzA3sD7AKCAo0C9gJbA2AD5gIbAkwBwwCoAPAAUgF0ARUBTgCC/xX/J/+E/8T/ov8h/4b+Gv4E/jD+d/6s/q7+Wv6q/cD88/ue++T7j/w6/YT9R/2a/K/7z/pL+mj6L/tR/EP9j/0q/X/8DvwT/FP8a/wx/Nz7tvvH+8X7bfvi+qb6Lfts/Nv96f5n/5b/0f87ALkANwHPAa0CwQOiBNQEOQRIA8MCJgM/BFUFpwXsBH4DFQJdAZIBYgIcAyUDWQIcAQkAhP9//6j/uP+q/6j/xP/O/4X/4f4w/t/9IP7B/k3/af8S/47+M/40/o7+If+5/yEAOwAPANP/s/+k/2P/xv76/W/9bf3N/Qf+nv2P/F77sfrY+pz7Zfy0/HH86PuJ+5z7PPxJ/XL+WP/C/97/IQDsACICNQOaAzsDnwJ8AiMDPAT5BL8EoQNbAr4BFQL3AqADigPQAgECtwESAqsC7AKZAvkBngHHATACRAKyAcUAHAAnALQAKQEMAXEA1v+e/8X/8P/N/3X/Q/95//D/NQAGAI//Qf9h/8L/AQDn/4//QP8V/+n+dP6o/dX8gvz6/P792/74/lz+qP2o/bL+cAAZAvcC2QI2AtYBRAJpA7oEsAUiBkgGYgZ0BlQG+AWhBcYFnAbGB2gI0wcYBh8ECwNeA6ME1QUbBmEFOwRYAwMDDgMiAxID6wLDApQCRQLJASwBkwAhAOv/4v/n/8r/b//d/kX+6v3w/UL+ov7O/qv+P/6l/f78evxO/I78BP1G/fH8CvwB+3P6n/ov+3v7HftK+pX5Z/mq+f75KvpC+oz6Nfsw/Er9Q/7m/if/Mv9W/+T/6QAeAuICqgJ+ASQAkv8iAD8BwAH6AD7/kP3M/Ab9kv2n/QH9FPyc+wX8Dv36/Sf+e/2A/P77d/zR/VX/IQDH/5j+dv1A/TD+vv8DAV4B1AD3/3j/tf+CAGAByQGPAfYAgQCCAN8AGgHKAPP/Cv+J/nb+Tf5p/an7yvns+K35hPsX/UD98fs3+mT5Fvre+6f9mv6v/qD+Mv9+AOkBswKWAuoBVAFAAa0BOAJeAt4B4wDw/4H/wf9tAAMBCQFZADn/N/7T/SD+yP5Q/3v/Uv8H/7v+dP4t/u390f32/VH+tP7d/qj+Of7o/R3+D/+KAPUBlwIbAvYAMAC2AJcC6ARwBocGjwWWBH8EWwVqBrYG2QUzBJcCqgF3AYMBOwFnAFP/l/6g/l//QQCXACIARP/G/kD/mQAnAi4DcgNIAzIDgQMuBP8EpwXsBbYFPQXsBC4FDQYXB6QHTAdEBj0F4wRMBdgFyQXyBN8DOwMjA/0CFgJSAFH+7PyI/Nf8IP3R/Oj77/qT+h77UPyM/Vf+rP7g/lz/SACAAa4CjAMNBFQEhwSlBJcEYQQrBBYE/gN6A0QCkwAS/1/+jP4S/zv/u/7e/TL9Bv0s/Sr9t/z/+4f7vPuZ/Jn9Fv6w/Zz8fPsH+4/7z/wQ/pX+Fv71/BH8HPwa/Vf+Af+6/tX99/ya/MX8Gv0y/fT8nfyR/O78Yf1s/cv8r/uZ+v/5Cvp/+un63fpQ+rv53vke+yr9G/8cAAYAeP9h/18ASwJcBLsFIQbwBcwFBAZkBo4GcQZWBooG9wYjB4UG/wQLA44BVAGKAnoE6QXNBRMEqQHl/5b/iwDJAUECkgE7AC3/Bv+c/zUAGQAk/8H9j/wC/Cv8z/yH/e793P2B/U/9nv1W/vr+Cf9v/pX9DP0a/YL9tv1D/TH8AftL+kT6nfrA+kr6Svk2+JP3ofc++P74e/mq+fD5vfoU/GT9Af7K/XL9CP4pAGwDdwbPB+MGnQTZAgIDAgVUBzoICweXBHcC3gHJAh4EjgSXA9wBnACrANgBIwOKA7cCIwG8/0z/BwBrAZACvALbAYgAn/+q/4sAlwEQAq0ByAAfAFUAcQHgAs8DxgP6AisCDwLTAgoECQVRBcgEsANeAvEAUv98/ef7U/sa/Jj9af6S/WD7TPnL+D36u/zS/or/8f78/bn9lP4ZAH0BNgJKAhYC8gEEAk0CpQLRAq0CSwLwAb4BmwFSAdoAaAA1ADwATQA/ABkA/f/w/9v/of9N/xj/Of+h//D/qP+g/jD9C/y1+x38xvww/TL94/xf/K/7AfvF+mn78vzL/g8AIQAU/7P9Ev3f/eT/HgJjAxoDlAHI/67+n/4z/5//Vv93/q39if3+/Xz+ef4H/rz9K/5b/70AqgHnAccB4AGHApcDkQQMBfUElARZBJAEQAU0BgsHZAcXB0oGewUsBYoFSAblBgkHxQZUBt4FVAWWBKQDsAL5AbABwAHZAaAB6wDk/97+J/7Q/bb9nv1e/QH9xfzj/Fb9zv3w/ar9RP0p/YT9Fv5m/h/+Xv2X/Cf8//vN+2H77/rV+j375Ptf/GP88/te+xL7WPsh/A/9vv0B/vP91v3q/UP+uv77/un+zP4j/wMA2QDUAML/U/6Q/fn9If8YAC8Acv+R/kb+xv6i/0EAXAA5AFsAAwEEAtoCFQOcArUB2QBlAHYA3wBFAVUB+gB0ACIAMwB2AKIAlwBxAE0ALAAEAPT/IQCTAAkBMQHmAFsAAQA5AP8A2AE8AgECZAG3AAwAW//h/iP/aABRAukDUQRpA9wBpQBrACwBVgI7A2wD6wITAlgB/ADrANMAdADe/2b/WP+5/zMAYQAWAIf/Gv8Q/1b/k/+H/0T/FP8Y/zj/O/8S/+b+6/4v/4//y/+y/03/0f55/ln+XP5o/m7+bP5o/m/+nP7m/h7/9f5N/mD9t/zO/Lv9EP8kAHMA9v8Y/3/+n/6E/8oAzAENAoQBqwAkAEgA+QC3AQECpgHjADsAEgBwAAkBfgGpAZsBfQFxAYwB0wE5AqAC3ALLAlsCmwHIADwARwDxAPsB7gJgAygDbgKaARIBBgFYAcQBFQI8AlECZQJxAkgCuwHOAMH/+P67/gH/cv+b/y3/Rv5Y/eP8F/21/UL+Vv7Z/Q79cPxz/DX9Xf5H/3X/4/4O/or9pf00/r3+w/4i/hf9HPyV+5v7/Pto/KL8ovyJ/ID8kvyp/LH8rvy0/Nf8F/1w/eH9XP7P/iT/Pv8U/6j+H/6v/Y39zv1d/v3+W/9K/+/+sf7y/rn/swB3Ac8B1QHVAR8C1ALHA40EvAREBIAD/AL/AmkDwAOSA7wChwF/ABIAUgDxAH0BpAFYAcoAOwDq/+j/LACWAAYBZAGgAboBxwHsASoCZQJxAj8C7wG1Aa8BxgHEAY4BPQEFAf0ADgEOAfQAzQCkAHEAMgDl/4L//v5X/rX9Tf03/Uz9R/31/F38tvtD+y37afvN+zD8iPzb/DD9fP2w/cv92/3o/Qf+Rv64/ln/CgChAPAA3QBzANn/Rv/v/u/+Qf/K/1IAnAB+AAQAc/8p/2P/FQD6AL0BJQI2AhYC7AHVAeQBLQK2AmQD/gNKBDAEzwNsA1IDpANLBPoEVQU1BboEOQQFBDYEnAToBN8EhwQTBL0DmgOVA5ADeANLAwsDqgIZAlEBaACY/xv/If+b/zkAlABlALn/7/6J/tj+wf/DAFUBOgG2AE4AawAIAcMBKgIQAqMBQwE7AYEBwwGbAfAABABV/zL/iP/q/9n/OP9Q/pn9W/2H/d/9Lv5l/ov+qP67/rv+pf58/lz+YP6P/s/++/4A/+7+3f7k/g//XP+1//f///+4/zP/tP6I/tX+b//e/7b/7v7i/RX91/wb/ZP93/3N/Wr97/yX/HH8cPx3/ID8kvyx/M78xvx0/NP7Hvu0+tL6Xfv5+1T8XPwz/Ar88fvw+wT8Kvxa/JL81fwg/Wz9sv3u/SD+M/4W/tz9vv3t/WX+4P4h/yz/OP9s/7n/9/8bAEcApQA1AcwBQgKFAp0CnAKTAo4CowLdAjgDigOUAywDcwLPAaYB/gF8ArQChAIZAsQBtwHzAVYCogKfAkcC3AHAARgCqgICA9kCRQKjAT8BFQHrAHsAxf8X/8b+5P4V/+D+JP5B/b/82vxb/dP9/v3h/a/9kP2T/bz9Av5X/qz+8f4g/0D/X/+B/5b/h/9T/yf/Qf+5/1gAsQB0ALb/5/6f/iz/XgCRARAClAGIANP/KgCPATIDDQSmA3ACdAGJAbQCKgT1BLAEwQMDAxID3gPLBDUF+gR5BEQEpgRsBRIGJAaSBa0E7QOqA9gDIQQbBJgDwwLwAVsBAwG/AGoAAwCb/z7/6f6S/jz++v3u/SL+d/6s/o/+J/67/aH9/P2o/lD/pf9///L+Rf7T/dz9S/7I/t7+Vv5Q/T/8k/uG++77ZvyX/HD8KPwR/FH80fxY/bX9y/2w/Zn9yP1d/i3/2f8TAOH/iv9c/3P/uP8KAGEAtgD6AAkBxwA2AJX/Qf97/ycA2gAgAdcAPAC2/4X/tv8cAIEAuQDHAM0A5gD8AMMADwAM/z/+N/4n/6UA2wEJAhwBzf8h/6f/DgF8Ai4D+QJIAr0BuwE4As0CCAO0AvgBHwF0ACIALQBuAJYAWwCy/9j+K/7f/eL9+v3z/bv9bf1G/Wn9v/0E/v/9x/27/ST+9/7N/zAA9P9W/97++/6t/3wA4wC/AG0AZwC9AP0AkwBh//T9Jv11/ZX+of/E/+D+ov3y/D39K/4A/zL/z/5i/m/+Ff///7kABQH5ANEAxQDjACABVwFhATcB+gDpACsBqgEtAm4CSgLNATcB4gAIAZgBSALCAuACswJuAkoCXwKQApMCOAKbARQB2QC6AE4AZ/9I/oL9df0C/pr+oP7R/X/8Vvvv+mr7Y/xA/ZP9Uv3U/JX85Pyr/Xz+6/7j/rf+0f5Z/xsAvAAPATEBYQG3AQcCFQLbAZUBjwHZAUgCogLTAuAC3QLNArACfgIzAtsBkQFmAUYBAwGFAOj/ZP8v/17/5P+XAEMBvQECAicCNgI8AmoCGAN8BEEGowfzByMHzAWzBD4ERARHBNID0QKgAbYAOwDi/zX/Af6G/EP7lvqW+hf7xftN/IL8d/xl/Hf8w/xe/VH+dv9qALoATQB5/8v+ov4A/5b/DwA7ACwADwADAPD/u/91/2T/wv+CAFoB6QHvAWwBpAAGAOv/QQCZAH4A2/8B/3f+g/4D/3j/Yf+u/uH9sv1v/qv/mgDHAGIAGQBxAG8BnAJgA10DsALgAYEB0AF8AuUClgKdAXsAzf/N/zMAZQDl/6z+Nf0c/Ln76/tI/Gv8K/yf+/76nfrF+nj7SPyg/FD82PsH/D39+/48AD8AGv+v/Qn9n/3y/vf/7v/1/tb9U/2T/R3+XP4Q/oT9Qf2Y/VH+xv50/mn9Tfzi+3/82P04/97/dv9U/jj9z/xA/TP+Kf/F/+j/mf8E/3b+Qv6c/nL/dAAvAVUB9ABoABYAFQAyAEIAVQB8AJMANQAs/7z9mvxp/Dv9dP45/xL/P/54/V39Bf4P//D/UAA2APf/+f9hAOUAFwHUAHgAigA/AUEC9ALsAjMCQAGwANoAoQGWAkkDgQM7A40CpwHpALoARQFCAiUDewNIA/kCDAOnA3ME5gS2BBsEmgOMA9UD9QN7A2ICDwEMAJL/Y/8A/xT+uvxs+676vPpj+yT8jvyC/FD8Y/zu/Lz9fP4E/3L/8P+HABIBbgGSAaMBxwEQAnEC1AIcAygD2QI8AqEBfQEBAu8CuAPzA68DVANBA4MDzwPZA6EDdAOtA14EIAVtBfoEAgQdA98CdwOaBLAFMwYKBqEFoAVwBvAHfQlaCjAKOwklCJAHtQc8CIYIGQj4BpUFZwSNA84C3AGwAIX/ov4Z/r/9Vv29/Aj8eftJ+4P78/tN/FT88/tQ+8b6tfpB+zD8Ef2Q/Z/9U/3F/B38rPvB+2D8JP2B/TL9ZfyV+zL7WPvF+xr8MPwn/Cr8Gfyq+8z68fm7+V36c/tK/Hr8KvzN+7z7/vtf/Lr8Gv2o/Xn+av9BANoAOAF0AaABvQHJAccB0AH4ATUCUAIKAl0BgQDX/5//0/8iACUAn/+0/tj9YP04/Qz9rPxH/DD8fPzx/Dr9L/3e/H/8S/xj/Lj8GP1s/c79dP5Y/ykAdAD6/+f+0f1Q/Zn9S/7F/pj+1v3d/Av8mfui+zD8GP36/Wb+J/5//Qz9U/1U/nP/+f+Z/7H+6/3b/ab+CQBdAe0BegGNABkAmQChAVMCRwLWAbABKAIDA6cDmgPXAuwBmwE+AmADCgR+A7ABPf/0/Hv7C/tT+6/7jfvi+iX65/lU+h77v/vq+7b7lfsF/Cr9pf64/9f/Hf9C/hz+7/4qAOAAhABc/0L+/P2+/hkATAGyASkBNQCl//T/9wAKAqMCnwIkAnEB1wC8AGQBqALpA40EcATzA6EDswP5AyQEHAQoBKAEowXvBhAIqwi8CJkIuQhMCfwJMAqZCaMIGwhuCDgJowk3CS0IHQdkBvUFrAV7BWAFMQWoBLYDsQIZAjUC0wJsA30D3wLeAQsB0QAaAUwB0wC2/6b+Yv74/rb/zv8M/+r9Hv0K/Zz9d/4j/0P/uv7O/Qz95PxT/eH9/v12/ZX82Puh+/77q/xG/YT9W/0P/ej8+PwR/Qz9Cv1K/dD9VP5//k3+Iv59/pX/KAGZAkAD0QKmAYsANQDAALcBaAJKAigBTf+G/cX8bP3P/qX/J/+7/YX8Vvwa/SX+0v7A/ur91PyA/LP95f9DASoA5vy4+ej4xvqM/QD/P/4Z/Cj6ivko+v36Cfs2+lj5TPkw+m37afzU/IX8efsz+sL56/ob/bX+if73/HX7GvvK+5382vxd/JD7D/tk+5z8Gf4B//r+hf6J/of/OwHcAqYDSQMeAgIB4AD7AZoDgAQHBJ8CegF9AZEC2ANZBKwDLwK8ACwA0wBQAs8DjQQ7BCID/AGzAbACVARRBdEEhwMrA7QEMgeDCGMHkQQQAmEBcQL7A50E4QNeAikB7gB9AQ8CCQJjAXkAu/+M/yIAQgH4AS8Bw/74+6L6ovsX/hwAUADX/hT9ffxe/av+9f7T/VH8Afx4/cf/ZAGPAbEAxf91/9f/pwBxAcABVQFzAMT/yv+EAHQBEwIhArIBGgHOABUBugEVAsABFQHzANMBYAO8BC8FhAQPA6wBbAG9Aq4EZgXWA/QAA/98/8wBAQSHBCYD4AAd/9L+AQCYAT4CdAH9/wP/8f5N/23/D/82/v784vu++xf9MP9bAIj/af3C+8T7I/2+/r7/7v+B/8j+P/5C/qv+y/4f/vT8NPyR/OX9W/8MAI//K/67/C381fwo/iD/Ff8z/j396/x8/az+1P9QANz/5/5a/uH+TgCjAdgBzgB//0H/lwCjAscDIwNmASIAWQCbAZMCMAKFAKb+3v20/lUAKwFOAGv+wPxa+/j4e/W983r3kAA6CX8KCwP++E30lveU/gwDgQIy/+P8YP2f/z0BlwAx/lz8Mv1OANcCMgLY/gv8hvzo/14DfQQUA7EADP8J/3wAWQIuAzsCPADp/oL/uwESBAAFCATkAfr/Y/8nAHUBhAI4A5oDLAO9AfAA0ANBC9US9RICCKb3pO0V8vYBaRGLFfgMwv/z95L5nwC8Bb0Eov/O+7f84ADQA5QCa/4++/b7CgA7BEEFPAIw/YD5jfkH/SsB7AI6Aar9B/sj+3v9s/9e/wf82Pc49gP5tP5aA8oDLACY+0r5LvrO/Db/aABEALH+0/sn+ZX5BP8+BwIM2QfF+9Xv1Oyu9MsA+AcKBm7+K/jN91H89ACwAZj+fvs5/OAAqQV9BuUCQP6M/Bv/8wPEByEI4AQlABr9wf1YAdEEYwX/AkIAAACzAgIGswZkAwL+hvre+0MBswZHCG8F8QDq/UD9Af5v/6wBKgSoBAsBnPph9gz5/AGjCrMLlQMl+AfyqfXN/3cIhglaA/P7eflD/VEDbQaZBDMAUv1A/vsBYwW+BcACuv7X/J3+sQIBBlYGFgSeAQ8BkAJcBHkEhAI7ACQAOwO4BzcKegiDA+/+Kv6zAd0GCgqECWQGAAPXABUAvAA4AyYHBApwCKwBufn19rf8vActEKUPcQZa+z/2AfqwAlgJvAkbBRkAev5kABIDhgPsAAH9ifoj+x/+IAHhAc3/V/wb+un6N/47AToBIP7D+iH6cfwm/5b/h/0b+9X6gf2KAfkDmgL5/T35offE+W396v8bAGb+hvtX+Ib2Dfgd/boCbgQnAKX4oPMj9Rn8TgPBBW0CbvwH+Hr3DfpK/dr+3v1w+//5j/uy/x0D9gFz+2zz7O879OX9bgZrCGMDh/sV9tL16Pkj/0UCDQLQ/yL+ev73/4oAX/+t/VX95v5AAaUC4AHe/tv6KPju+FX96wIqBhUFqgDz++j5kvt2/4ECDALi/bz4dvYx+aH/1QXwB9QE7/6D+on6V/48Aq0Cfv8z/On8cAIaCYMLGwef/gj41vdw/QwE4gbgBKgAtv2v/fT/0wKmBHkEgQJnAFsACQODBpAHmgRY/5/7ffz7ARQJZA3PC7MEMfys9+H5wAAGBzcI4QOk/V36pfzaAjMIUAjvAnb8Zvq0/vYFLgqgB83/QfhN9ub68gGjBUkDf/2/+Zb74AECCLIJzwXS/gv5FvjC/G0EhgqVC6MHIQId/ycAWwNEBd8DPgCS/Wz+iALSBuIH7gSnAOn+IAH3BJMGHwQz/wP76Plf/FgBkQYbCSYH+QGS/Ur9wgBLBH0EKwH9/O/6TfxeAAkFrQdcBjEB1/o196j47v29Ag4DjP70+PL2QvqWALIFgAbQAjr9kvlo+uf+PgPnA+sAnv3u/Gn+LP9T/fD5v/d2+JX7Hf8DASQAq/xN+Pn1SPgp/70GgAnaBAT80/UL94L+vQavCvUIrQNf/gT8k/1mAWoEqgTiAlUBRQEMAo0C3AIBBHQGIQkqCp8IegW3AksBWwD6/iT+wf9LA+kEPwHM+f7zs/O89/v7df12+3n2LfA77DLuXvUF/Jf8QPdI8U/vg/Ej9bD3vvel9KDv1+yh8FP6IAMKBAr9L/VL83L3R/xt/WP7YPlX+fX6RP2Z/yIB+gBt/xT+Gf7a/vL+Af6s/Jj7ifsQ/vgDmQq0DOcHbQCP/U4C6ApWEcQSHRDBC04ITQh9DJQSSxfTGaIb7BydG/YW5BGNDxoPtg02DPgO5BaEHTUbORDPBG4AKwMCCLQKzwlUBZr+FPl5+N78JQJHBA8D6AA4/8X92vyG/Rv/jv5F+pj1M/Z5/fsFlghuAwf7VPXa9EH4bPxj/pH8KPjW9K/1C/pf/jUADADu/kv8ufds85zyW/VO+Ez5FPrh/AQAe/+Z+qH1FfVS+Yf/FQV3CH0IQAVrAXkAFwPDBmAJOwsADcUNAw2WDDwOsg+DDJQECv60/kcFJgvSCzQIRgOv/rb7VvywAL0EeAOc/B31hvGe8aDyg/Pj9P71zPTK8f3wCPVq+lf6vfKo6XXnce70+DP/3P2G95jxR/Dq87T4fflb9NPspOg+6unubfIm8xPyavDX7kfuVe+H8AnvhOrI5g3o8O3M88f1P/Qo8tXx+PME+AX8RP0A+xX4NviQ+wT/yACEAqYFDggmB+4EmgZVDXMT4xKADOkG3AZDC3UQQBTCFfMT7g67CSgIogrqDT4P4w6lDVAK/wPw/ZX9oQNzCcYHXv+x+Hn6QgJgBw8EpfqQ8uHxO/nmA/sKIQomA+H8G/09A48JagsVCZgFwgK2AOj/SAFwBIkHrwnFCzAOQA+cDRoL5QrmDHMNiQpOB4UIdA5UFJ8VQBJtDVcKnArtDYURYRFWDLwGlwZiDLgRohDvClkI3w1XGBwfehqUCCHwBuCu5+II0y+XPgInU/pa3HnkKgqLLmM3KSK4AYDt/PCDBcQYfRvWDUv++vqsA1ULBQdM+QHuNu2x9On88QB2AAb9V/iW9IDzXPRr9Jnyu/Gj9cf9CgSwAfn19OeL4Xrn0fS1/rj9FvQs6gLlb+Kj3yjhce96CQwe5Re78+PI1Liv0t8EOyp9J2IAkNNdwbHSpfR4C7wKqPz287H4fgM4CX4H5QSNB5IOaxQkFTwRIQySCbMLSRGcFcUTgAsvAvf9x//AAkYB1vl17+7mO+QH6XHzAv6TAun+evYZ7wrs4Oww8Hf1Xvvn/R75pe6t5iXpRPUVAYIC1Pj87KTog+0e9TH4gfW98X7xMPQ39abx7+sW6ZvqkOyz6pXmruaU7g753PsY8kPiaNmc35/wOP88AObzvuUF41TvlQGCDBgL9wQNBs0RTR9MIvcXKwolBhQQgh93Jy8iuhUEDhASGx56J34mCh0QFMASXhgUHrcdfRYoDIoD+f9kAhEJQBCFFAAVBxPcDwoMHgkLCpsPUhWYFFMMmAPDAi0KqxGfEesKCwWWBf0KMg/YDY0HsQCM/fX+twGJAVv9XPgC9pD1EvMW7bfnXOjT7nP03fK86iHjeeLF6BPw9vHF7NzkOuGc5cTu9PSS88TuHvCL/OcN7RfrEygHnv30/rwISRLsFOoQBwwBDKQRPRjTGa8UHQ1gCfQLkhF+FFgRAwlH/xP4hvVY9+T7egGTBpoIYQSt+WLuheuf9IQC6QhbAqT1ru528jH7of/S/Af4SPgJ/wMHgAmtBEr9J/p7/b0CjAO3/qn5F/r1/iMBovvy8S/tufJm/lQG8AOH+ZfvLO0h8uX38/cn8tPs/e1f9AT4y/Ij6ATjj+uy/lAQsRUfDkECJPx1/yQIOA+gEGkNewn5B2AJIgw6Dn0OWw2ODHINDw9uDnMJaAHI+cP09vH28GDzlPqQA5IHggJQ+AryS/UE/yQHegiCBEIAz/4g/4b+bPxY+zn+ggR+CXAI+QFj/Fn9ewOMB5wEDv77+6wB0ghMB7D55ucF3/rlDPcEBPIBsfKC4y3hL+yR+OT5i+/+5NvlOPKv/pX/FfT65h3lYvK8BjkVsRb4DmUIVwqlEzsdGSHMHl4abBjeGvgfoyOcIpMdFRlSGYcduSAtHwsakRQED+gGg/yw9ZT4qQNGDXEM0wEo9+L1z/4OCmwOywj//Tn2HvZJ+2r/y/58+xH6BfyY/un+lf0s/RD+qv1X+qD2IfdW/SUF1QeXAeP0TulG5kjtJPin/XX53u986crqNvCd8gLvKOkR58TqiPCR8j7ueOac4YPky+5V+2EEoQfrBqcF7AWQBykJcglZCGMHpgiMDJ8QhxGrDgML2QmDCxMOrhAuFP0X9BfhD6wBDfYl9T/+9gcVCRkBFfir9jH+GAhxDBUJ4wJ5ALkDdAg+CUAF6ADIAJkECggCCAgG5wW6CB4LughRASH6sPmKAcILBw+KBuL2+eru6tf0fP61/nH1y+rR5jvqy+4/7pvo6OPX5abtSPSw8lzoRNxK10XdcOrm9rL8tfv1+EX6MQFhCWwMaAh0AvIB2AieEQAVaRG8C1AJugoSDdsOlREmFpMZ6RavDLz/7fef+bcBRQh4B4IA+Pkv+W39ZAElAeX90/sD/YL/TQDD/rL82Psx/Lj8Bv3t/ZcACQVXCaUKngdrAtP/HANOChUPawygA2b7yvnr/kYF9AbZAmD9E/xIAK8FUwZbAB/4Z/RI+EUATAVzAnf45+xq5pboePG1+l3+8fu6+Gr6bwHsCCIMFwtUCQwJSgnjCC8JFww2EAER7QulBLwCZgpPFycfNRpCCor5WPKZ9uP+8AFm/f/2Y/Wy+Ez7I/ml9KHzdPhG/x4C5/4O+dP1VfcS+6j8PPqU9qv2S/wmA1sEs/3I9Bzy1fiUA34JRAZ8/Zr29vVQ+Zr6+PWn7VPo9+q288P6/vhi7lDixd1A5NDwhvkh9yjrGN+S3A3l0fCT9kH0M/DJ8d75JgOxCIAKygtvDoQRyBMTFkgaEiDOI8MhwRrbFLIWNiHDLQkz6izpH7sUWRC4EMAQHA6rCvEIpQhOB8YDLwDT/4cDhgjJClkIzgLn/Uv8Hf0A/SH6+vY2+ET/fQeZCcACG/if8tf21AA/CBEIiwIU/rj+bQJsA1D+u/UQ8KzxLvmWANIBEfsn8C/oguiI8IT5nvua9P7p0eP+5IXp++tu6zPrHu5v85f4u/wmAVoG/wnlCFoDlf7aAFgLcRccG/YR3AI0+8sCNxS2Ie8hnBdADXYK5Q3PELQO3wigA6EBJwKgAmQBW/8D/5UBPQXvBvIF0wRZBrkJugpCBsz+Pvt0ANILuxTtE+IJrv4v+4oBiQt9ECENtgUZATkC/gW6BooB+/ji8p7zXPomAfYAZPeP6aHgC+Lt6iLzsPT2747pHeXY4jDhwN+j347h3uS26C7tyPIV+Rz+XP88/PL3Ufi6AKoNRRbgE78Iyf7A/lkIXxMjGAkWzhFfD4gOyQzVCPMDlADI/x8ALP8i/Pv4iPgX+1j9h/sz9rny2fXh/W8DewBf9gztVuwl9Y0AtgVpAaD43PPN96AB+Al7Cw4HMALAAQsG+ApQCyMFRfwL+Oj8ewcAD0MNQQTB+7z5k/1NAncEiwRCBHUDoQCJ+zj2YfPv8w724vaY9ff0ufjzAKsIBwqdBCP/hwHlDI0Z9x1WF14LqAIYApkIaRHpF04amRm5F5QVoBIuDvsIDAV4A+8CUgGd/vr8iv1W/l/8oPcW9DH25/2SBYgGO///9KPvAPMC/GYDzQPw/W33kvUx+bv+gAEz/9n5xfZt+skD7gtmCx0BKPTk7anxLvoz/+z87fUy79Xr9usQ7nDw3vGt8a/vk+wd6izqy+xJ7yruDem15KXnKfNWALkFqgAZ+P/1Yv6sDIcYlRxbGVUTCg+cDp8RehbfG04h+iWvJ08k0By0FSkTyRT2FYMSCQtBBCgCuQP5A4L/l/iA9Wj6pQT+C2YJbf0s8GzqlO6m9x3+2/2Q+LDzs/Mq+B38rPoS9Gfud/De+kQGgAntAZD1Tu2M7dLzJPof/H353fTj8Jfu7O3A7vzwufPm9KDymu2e6SPqxO3H7jPpIeC925ThBu9a+0P/xfpH9MnyyfhUA8gMyRAKD9IKrQfJBpgHEwrmDlsVZBr5GoQXMxT4FBsZqBuRGBgRqwqtCUcN/w+yDNAD2/vf+/IE4BBNF2IUTwtDA6MBYgbLDLMPng3ECSQJcA2lEq8SDQwbBCQCSAicEdMWYBSMDIcEEAC5/wcCJQVtB2YH+ANE/XT1a/AA8an13/hO9snv7esm7xz2B/hA77nfaNTT1d/iHvKf+UH2PO2I567q+vTx/1cG5wedB20HdAZ4A2gAwwF7CX4TsBj2FXgPnAyXEAYXDhhJELYEV/6hATEKrw5MCe/8xfJb8kn74gW5CRwEsPlq8izzuPm6/sP8ifUq8PzxLPmL/sj80vXf8GbzRfxsBWcJNAfmAWT9dft8+4n8zv5RAg4FyQPI/d32kfSX+Hz+///L+/v2W/f4/OoBKgAd9wDsq+Vv5+7uOfZz+BL1sO/c7MjujfQX/PID1wqGDsMMHwby/ov83QC3CGYO7A7LDFANxBJ/Gf4aPRQ6Cf4BlANNCwoRUA6kA9X3dvJO9n//nQaNBlsA3vll+DT8xwBmAcj9Efpj+rf+LAPzA4EAlfup+Ef5afwiAH0DWQYICPsGkwIO/bH63P2mA5AF9v9i9qHw3fJy+bj8oPhh8AXruuw98z/47Pag72Xn++Nu54ju3vOg9HHyqPDL8Efy1vTc+YgCBw2aFH4VuxCqC1gLdBBLF3kb3BtzGyYegySoKrIrViZLHkoZZxpcH/0h/hx1EIECIfsF/kQHZQ6nDcgGiwCu/4sCjQMq/333a/JC9ND7bAOSBQUBLvkP88TxKfUh+ygByQTpA2n+ufcO9b34ef/gAnL/v/fS8XLxF/Ut+I33vvPE75buGfF69U74+PaN8YTqrOSA4T/hxuOT6Kntqu+f7AXnAuU36/z3EwSTCKIE9/2Y+8H/hQYkCqAIagXPBcgL+hORGGkW1A+gClsLuRGXGJMZHxL7BZf8/fqy/5MEzgRFAQf/nQEbBxQKIQdYAF77a/y/ApYJhgz3CocHegTwAbz/ov8YBEsM1RL5EZsJQgAv/YYBzwewCaQFgf9U/OX9QAE4ARH7YfGF6l/r9vIV+4L97/gP8XnqFOc75uTmsegg68Hs3ute6O7kq+W27Lv3LwGRBA0CWf6U/t4DgApzDf4KUQb8BGIKhRT8HP8djhfLD5gNYhL2GGYaWBTdCj8EOANUBVcGqARRAkcC6wRKB/kFugAD+6P4RPpg/UP/Z/+v/if9v/nJ9LfxhfQH/ckFxQgABUP/TP2TAGoFzwYrA7b9lftT/1oGmQqJB4L++fXY83z4bP8hBHoFpgREAqL95vb58PjvJfWV/Lv/v/ow8KDnz+cL8dT8hgPsAnz/dv/sBPALIA6LCOv+Qfl7/REKrBazGqsUgQs/CLYNXRYZGqsV4QwzBrkE7AX6BCkAy/qp+bj90ALQA9H/w/rp+Fb6v/s9+6j6l/w4AIoB1v0R93zyz/O/+UP/GwBs/E34Dvhw/M0BSQNT/2354vae+WX+/P/4+5z0ge6f7IXu4PHA9D/2rfVn8sLsyuaG4+vk5umN7ujuNuqu493fMOFv5jnsH/CH8sr1hvu3AjwILwmqBaABUwLnCQEVWh0IH6cbnRg4Gh0gBCbuJ24lPCH3Ha4bURiMEvALzQfEBxwK/At0DE4MaQviB/cAvvmp9y39UwZsC8kH3P3i9NzyMPje/7ADVQEk/MH5lfyRAZ4DAgH4/Aj8Q/9YA3ME/wF9/jn8Evt2+d/2EvWx9hn8wQF+Ah38B/LL6rbqLPAY9TH0ce3M5cHi7uVK7BXxB/I+8T3zNPo6A24IXQaN/8b6Vf1CBg0PixFwDUoIIQgTDsIVxhnPGFEWQhaUGHYZ0BWyDiUIFwUlBR4G/QZzCIkKJgsECO8BFf2o/SoErgyFEWMP2wdiAED+eQI1CSkNPwwFCYEH6wjuCtQKRAj/BN8CrgJEBN0GHQkgCU8Fv/3y9OvuwO5I9IH7sf6A+vrwMOhR5ZDohu0i72breeSt3hndZ99t4krjMeKD4pvnCPER+pP9n/pV9Unz6Pbc/ZADewUpBQQGTwnyDFwOvw3VDWsQ9BMAFQcS+AzACBMGkgOuACz/EgG8BV0J2weTAIz3w/KD9Zv9wARXBdf+V/Yz8nf0cPnL++T56fZD9xn8XgLhBQ8FxwEU/53+LQDNAqkFFggDCfEGMQGm+b/0ffbB/nkI+gwGCXD/Bvdg9br6GAJBBWsBSvnZ8irypPWM9/DzJe0n6i/wU/2DCTUN3wcTADX9HwGNBzEL5grrCXAL6Q5SEWIRLRE+E1kXxxpWGyEZjRVqEaMMnQfzA2wDEwajCdUKmQfDACT6Cviw+8MBKQV9A93+c/uS+/b9n//V/mn8a/o0+q372P2i/20AIQDp/i/9DfwX/esAvgXhB2IEy/t88u3tmvDk9+T92/2n963vV+vB7Cjxg/Mp8R7s9Ohe6njuQfBJ7HXkBd9Q4f3qRPbe/Cf9rPoR+qj8PwDQAgYFzggRDjcS/RJbEd4QIxQuGpofISJvIpYiLiNMIlEd8xPrCQIFSwifEFoWmRN1CRr/XfvV/hUEZgXsATj98fp4+078DPvC98L0P/Qr9nz4R/mD+J73ofcZ+Nn33/ba9mn54v04ATwAP/of8tTs9u2d9Jb7Z/33+H/yzO/X8vn3Zvnp9Azue+ph7BvwuO8N6WfgAd064n/s+vTZ9732ufUO9wv6Jv3///QCoQXxBqwGMwYbB58JlwzdDn0QwBLwFqccISHJID4aVhDGCAUIcg20E0cV6hD/CfkE4QOzBTcIGQpgC1cMnQyECzEJ4AbiBVkGFwcDB5oGsgc3Cz0PFBCzCzUEtP55/3kGDw8zE94PHgeC/vj6Sv2pAQgDf//S+Yr2k/du+qv6WvZC8E/tie9680HzZ+yH4hLcZ9wz4Y/lMefq53bq5u7m8sz0cfXu9i76Df6uAJUBGQICBJ0HWgtYDaENqQ4JExUaMB92HakULQraBGEHZg6NE5ESIgyUBBgA0f/QATcDpQLlAJn/Uv82/y7++PsY+Tj2/vMv84v0MPgB/ccAWwE//l75VvZN+If/Xwg+DasKSALK+Zb2tflT/0oCmgDR/B37Af3i//P/TfwT+Fv39Pp5/5YA2vxQ9gzw4Osy6uHqne2b8X71JPiG+Zf6NvxO/hgA9AARAWYB6wJtBUAHzwbZBK4EZglgEtMaRR0iGCkPTgj3BuEJAw0gDeoJewUeAnwAxf8n/8P+Ev/O//b/9P57/Qn9P/7k/9n/L/1a+Uf3Dvnz/WsCfAIh/fv1DvPz92QCcgvPDAsGD/3y+NP7MgGWAtj9L/fv9Pf4n/5V/zj53PCT7JruzPNM9+D2xPM28BrtHepT5wDmfefK6yLxEfVT9v71sfYu+qX/gAQMBxEIxQkmDagQ7hHJEBkQZRN8G1AlCSyELIUn3CBJHMcanRqEGcoWghMgEQsQcg89DgUMMQmLBtwEeQTyBDEFMgSkAf79R/re9/j3vPqf/scAzP7o+J/yovD89AP9HwNIA2v+hvnp+Bn8jP6r/Jj33POQ9F/4Pvt9+gL3wPO08rLzZvWj9ob2LvQx72roLOIx37ngUOWX6eXqm+nF6DrrsPDQ9Wb30PXp9Cr46/6wBDQFWQCa+oD5Pf8OCbkRvBVqFZYTjBJCEkcRGw8YDeMMMA60Dl8Mkwf3AjUBkAK0BP8ELAOvARcDHgc9Co0IugFc+rz4UP/+CfUQBw8YBq/9lfzrAmgKlAzuCMkETwUICnUN7wqMAwD96Pub/1cD/AJG/lP4qPSU9Lf2tvge+ef3evXj8Q7tuOem42HiluMg5UPlk+RQ5cHop+1e8Wjy+PH08jX3mf28AtkDSAFg/gf/sARgDVsV9xnTGiUZhBZlFMETwBRvFjsX8BWuEuwOXAyAC14LcQr7B9QEHwOuBAEJ1wwwDIcFqvtt9Jn00vtWBIcHdQNW/Gv4aPqW/08D3wOQAyUFPgjhCQ4I9QOdAPn/bwEJA4YDJQOgAgICswCY/sX82PyF/2sDrAVHBPf/c/uv+CT31vT08Evt4uz28D73bfvj+iD3tvR+9xX/sAbmCGUEHf3U+Iv6zgDWB78MIA8ZEIIQUxB/D5UOSQ6UDoIO4wxqCVcFvQK8AiIEMATsAET77va198H9XgRPBWD+GfR57hvy0/svAwYCzPmk8Wbv1vI095b4Sved9un4L/08AML/Jfzc9131gPVN9wn5jPmX+ET20PIc77rs4uxC7wrySPNQ8vXvYu3x6m3oCubE5JTle+g27N/uJu+R7XXsW+7786H7UALVBfYFRAS/AtcCTgVCCvIQxRcIHeUfxyD4IJ0hwiJHI/EhuR4FG7gYvRj8GcsZDhZyD6oJzwi4DVwUWxZTEGAF8fxj/IECAAlTCg0GMgDo/Oj89v3i/av8+Psm/eL/ZQLuAkABzP4e/Y/8aPwn/BP8efyu/Ez74fcx9CzzMPZh+wr/nf6U+sT13PIy8sfxh++R60DoA+jt6mvudO9f7avqy+oj7/71K/w+/9j+afz1+eb4pPkB/LX/eQSsCRkOfRCjEAgQxhBlEwMWExYhE7sPHg+0EeITNhFpCbgBmQB1B9cQEhX6EGUINgIlAj4GygkCCugHfAaVB0oK5AtzCpoGDwNWAs4EoAg6Cw8LYAi2BNgBCQFoApQENAWWAh79Kfdv8zXzj/Uo+Pv4oPc69T3zEvK88NftOemQ5BXieOJN5ILlJeXs40XjNeTl5vDqmO+289X1FPUq8mjveO+28zv7KQNfCIYJDggvB2kJWQ6mEr0SYw6zCZkJ3Q6UFD8UDgw7Abb7D/9kB1ANgAzFBkYBXP8cAEsANP5Y+4L6d/z7/gr/5PvV9xz2+ffN+xr/3wDkAfwCrAPiArEA8f64/yYDzwanB88EeAAF/jP/nQL9BDYEcgEvALwCoweTChkI0wAB+Q71EPZd+Rf7Pfnd9P3wd/Al9HD6fwAHBFAEKAIb/7j8Qvxs/vQCOQjZC4MMhwscDEsQdxY4GoMYChMwD+wQpxaDGtAXZA/IBloD/wX1ClkNDAvHBQABA/+S/9wAZgEOAYUAIQCN/3f+Cv2W+w76Y/gs94/3JPrf/XkAOAB//Yz6nPky+8j9Hv8I/mr7V/kA+Wf5ffiG9V7y4fH/9Gb5ZPsY+e/zFO+87Mrsj+137Q/s5+nU52Tm8uXh5onp8u1Y8yT4nfo/+p/4pfgw/BYC3Ab5B+kGYAi8D+caUSO8I1Ed7BbsFn8dqiTUJXAfyhX3DvANARENFBEUChEODfgJCwh0BrEEFAMJAlQBRwCp/vX8nvtX+mX4u/Vu8/by3/Q0+PX6ZvtS+Xn2avV190r79/1q/UD6CPep9eH1HvaS9Qj1wfXz92X6ZPv8+X32LfKH7njs5uvP6wjrF+mC5lXkYOP74zDm4Olu7n/yhfQn9AXzifN99uv5BPtv+VD4hvubA6gMeRE/EBcMXwocDroVhxyBHh8bNRVlEJ8OZA8KETcSbhLBEYAQOA95DksO3A1FDM8JQQhgCfQMZRDAEFYNiAjvBYAHEAw8EAcRFA7iCcEHKQmlDEoPQw8YDbkKXQmJCPEGDQTDAK7+q/4pAJcBhwGi/6z8u/lP9yv11PJb8FDu6OxM6yfodOOT3/TfzOUJ7inz+/HI7HLpAOzR8mP42vjY9ej0E/rjA58MTQ/5C2oH6QbtC0MTIxgcGHQUThCyDV8MFAtmCRwI+QedCMwIpwdUBZwCHwAQ/nf8ift2+/j7DvyJ+hL38vKT8Lvx3/VE+h388frF+CH4wfkn/Ez9l/xM+zv7Ev2z/wYBmP/H+8/3ZPbO+Nv9ogKgBHUDwgB6/l39+vyx/Cv81/qe9/bxe+u353Lpw+8u9k74qfX78YnxDvVN+WD6j/cS9C70g/mtAVoIuQpzCbAHWQgHDCoRnBXrF5MX1xTMEEoNEAxmDaUPfBDUDqQL2giMBy8HdgbPBCIDBgMrBTwIjwkxB9ABg/xL+pX7Dv4S/zn+c/2d/kIB/QLwAdL+fPxq/ZgBYgZqCA0GgQD6+lr4N/m4+239WP0t/NL6DPkN9j7y1e/o8Jz02vaj8z/r8eLT4EPmZO5h8rjviOqp6TXwd/opAdT/vPjg8i701PysB+YOiBAnD+YO9BGKF2sdySHmI7IjhSE0HgQbFRmsGBYZNhlRGGwWKBQUEjEQCA5jC+YIsAclCDIJ/QiWBt8Cvv9v/qX+Kf8e/4/+//2+/b/9zv3K/cH98/26/iEAhAGwAcr/KPw8+Ir1s/R99YH3R/q1/P785flz9Pzvhu+58pv1zfOi7AnkS9964L7kEeft5JjgCt9L43TrMvJR8zzvP+qk6GzrXvCu9ET3t/jh+Qz7Y/yY/oICCAiJDcwQzxC9DvgMDg1GDoMOfQxmCQsIEQrtDd8PXg25BzQDSQOTB18MFw5CDEYJ3wfICKkKtQtBCyUKyAnbCowMKQ2vCwkJgwfGCBwM4w7YDgUMXQiVBZADMQFo/uP8Rv6nAZQDHwES+7j1DvXg+L380Psi9WTsn+bn5fvn1+i75rLja+N157TtM/KF8nrvHOxU6y/uuPPf+Z3+8ABSAVcBowLcBVEKlw6PERATyxOCFDkVHBVGE+QPrAzLC/QNZxEBE88QvwvfBssEuAXBB8wICAjqBT4DiwAZ/iX89fq8+o37Pv0v/1sADwCm/nD9mP0U/9QADQL5Ai0EPgWOBAAB8fv4+PH67ABLBnoGNwEs+wr6b/9GBzEL4QfQ/8P4s/aL+Nb5Tff+8QrupO5J84n4L/t6+vP3mvWN9Oz0fPb++Af8uv4PAKv/jv64/rUBNQcEDbIQaRFfEFwPBg+VDkENkwv+CjQMCA5GDqwLDAerApoAZgHfA/kFKAaCBJECzAH1ATgBMP7b+Sn3PPgU/D7/6/5s+633Yfbb94n6AP0M/9EAbwFe/2r6BfXd8qz1GPs//rL7qPRF7ljtKPIo+O35xvXr7k3qOOq57NvtQOvr5SLh6d/14n/op+1E8P/vKe6l7NbsMe9S8y34X/zU/sH/wwDMA2MJJRAFFhIa1RwVH5kggCCjHlcceRvNHDQfhiAzH14btBZBExcSoxI5E2sSKBCwDUUMyAvGCgsIRwSsAcMBigNWBIgCWP9t/ej9L/8K/5n9h/3xAE4GAQmQBXz9q/Zq9oP8MQNIBOP+Jfht9lL7SwL/BAwB3/kd9YH1xvgk+or28+425/jiQuN+5kHqBe2H7tnuye1761fpmulb7evyvfZw9ijzrvAw8o33zf0JAvUDoAUICfkNJRJKE00RZQ5YDToPmxK7FM0TdBAqDQEM2AzODWANBwyPC8kMYA4lDoMLYAhVBw8JvgsJDVAMyAq5CfoIkgedBekEYweWDCQRKRG1CyQEq//pAJoFlAh3BnYA7/pE+UP7/P3G/j39yPrm+Nv3xfaE9JDwTuvY5YnhkN9q4IPjEefT6GvnpeNE4Cbg6eM56brsCO3w647sLPAU9Xr4e/n7+bj8lwK7Ce4ODhB/Dd8JLQiyCSANtQ+QDyoNlgpGCdUI5QcfBtYEbQVhB04IPwbkARz+Hv1F/sn+4/z2+VX5ovyMAYkDLAAN+gD36/ryA7kLzwxVB7cAuP6OAlYI7gqJCLkDrQB4AdoE8Af1CGoIGAgrCRULEAydCqgGbgFo/H34FfaD9dL2HfmX+uX5ePdO9SL11/bY+Mz5u/mn+UL6WvtT/AD95P3Z/3cDoAgoDigSABO4EGkN8wvKDbwR8xRHFckSQA9fDKYKrwkgCRgJmQkTCscJqAiYB2AHhgd5BlUDZv+B/Wn/lwP5BW8D2/zf9iH2WPu0AhoHPwYPAoX+N/60AHcDKAQwAr3+s/t0+hr7iPxK/Yz8lvqC+Hf34vcJ+S75hfat8HfpKuQe49HlQOls6tToluYR5q/n1enQ6ofqZ+rM66runfEr8ybzJfOT9dX70wRSDSASjBLbEEkQRRKFFaUXnxeeFmAWCRfgFk4U9g98DPsL1Q04D/wNzApZCDEIzwj/Bp0BofvS+Qv+mgTxBm4BD/dG79LvDfivASQGgQNe/Ub5OfrA/q4CwAIP/6P62vi1+mL+8QC8AFr+5PtK+xX9HgAhAvwACvzA9OHtt+mx6IzpnOrt6nLqlOnH6H/oE+lt6gbsOu3P7RDuYe7T7jrvwO8Z8Qr0mvjh/bcCkAZ+CawLDg3FDZoOgxCQE0kWuhZFFJ0QfA4+D4cRjxLvEDcOcg3kDz8TkxNHD0MJugZxCuoRShdPFtsP+wijBuUJqw+5E/0TrhGoD9YPzhGbE44TghGaDhMMiArrCd4JtQmICNgFcAJrAJcBegUACY4I3QIh+k7yMu6u7Wju/u3D6+roPeeS5x3pD+oo6e7mfOW+5pbqt+6O8I7vsu2s7Z/whPWa+v7+0QIeBiUIKAjPBkUGdAj0DN4QMhGnDTUJagcLCUwLsQq9BqMCKAKeBTEJUQj1Acf5FPVu9q/72/8n/8f5cvNl8CXyv/a3+u77+voZ+hH72f3zAMACigLgACn/zP42AGICZgMWAkz/kv0t/xUEwgkODXwM/Qi2BCUBWv6s+9j4ZPbu9Hz0cfQV9BLzlPES8Bbv+e6w773wh/HA8X7x/fCE8KLwXPKO9s/8/QJzBiUG3gMUAxsG/wsYESISNg/nC/ELig/KEkoRowpsA2QBQQb7DTQSjA8fCGQBof/iApAHmAlqB6MCQv4t/EL8Kv3t/YX+UP9WAF4BdgLhA3sFZQbJBe0DTgJZAv4DjAUgBUICY/7Y+zr8UP8yA20FeQSLAEz7o/aX8+PxsfCU787utO7o7m3urexq6mnp9uqi7m3yWfTn80HyIvGz8S70VPjT/RkECAo0DvYPUxBwEcoUnBlkHT0e0xzRGxIdfB/XH/8bYRUwEPEPWhRiGU4aXBUMDTkGhATJB4YMlQ4HDBkG3v8Q/Kn7uf0qAPoAdf/V/In7OP0iAV8EPASiAED8VPrw+0f/SwEqAIz84viT9375kv2gAaMDyAKh/4z7svd69MDxZe+R7VjsSeu76YbndOWn5Hfl/Obe56PnIOdx543oC+mU58HkRePR5VnsofPS9/z39PaD+Kj9rAP9Bt8GFgbwB7QMJBF8EQ8NMgegBJIH4Q23ElkS+AxcBsMCygO1B1ILdwwOC2gI+QWXBGUE3AQbBXoEQQO3AiEEcgcDC6sMeAt2COkFrAXWB6sKvAuYCeAECgDh/Zv/EgSOCJkKhwmABj4DlwAw/lP7DvhM9eLzoPNV8/7xo+807YXrsOpz6ufqduz27vnwsPDE7W3qDOpY7oz1u/sz/sL9sv1tAEwFdgn1CqYKRAuODmETexZEFSoQhgowCIgKiQ9iE18TmQ9oCmgG1gQ+BTsGUAa0BLABg/6A/Pn76vsE+yP5qvdZ+JL7yv+fAqsCeAAk/ur9pAAgBcMIOgkqBoYBMf73/ZAAVAS8B1YKcQwnDuEO0w3iCiAHJQTaArwCcQIoATD/Tf2G+yn5KPYF9Mz0oPii/NH8qff+7xHrTex68vf4wfvF+oH5dvvRAE4GawjaBu4ElwauDOcTfxceFbIOxQjcBhgJwAzCDtkN2gpsB88EbwMoA48DEgQTBC4DaAES/4v8HPr591n2evWJ9Yb2Ifim+T/6fvnz9w/3LfhP+8X+QQCp/v36kvc59vj2f/iy+a/6SPyU/j8Ajf8E/CT3TvPB8dzxAvIi8UPv2uwM6gvn2OQK5UTo8+zp7+Luk+pH5kDlLOjq7L/w0PK09K/4Pf9IBt0KxwveCq0LfBBRGJkf0iILIVQc/RdxFhEYZxsvHncenBu9FiMS0Q8WEG0R3hF5ENwNTQt9CQEI4gWZAsn+/vuf+6/9hwDtAdQAKP4T/Dn8g/5UAd0CdALaAGn/0v63/lT+x/1Q/hIBigVqCWAKJQijBAICrgBT/7X8QfmK9kz1UfSb8cvsKejq5h7qQ+8c8krwV+tU5zbnNerE7BDs7ehG54LqKvLq+UD9dfta+Av5nP92CYoRPBTHEYENIwtZDDwQdBTnFuQWHhXeEhUR9g9KD+4O6w4wD1gP8g7uDZoMMguMCXIHQQX5A3MEfAagCCkJhAffBGwDswRLCBYM0w2rDHMJsAWBAnMA5P8FAWwD7AVPB08Hkwa2BXQEDQJs/rX6Xfig9wz3xfRW8F3rT+hh6HzqJuyV6xzppOba5Z7mQOdV5lDkd+Ph5XXrtfGv9VH2IvXZ9Ef3VPxfAn4HYAq6CkoJmAc4B+kI+AuuDnsPFA6qC/AJxwmPCskKagncBp0E6gN/BK0EnwIC/o74APUb9Tf4p/u4/Mn6s/co9oP35fpf/rkAJAI1A7UDsQLf/6v8cPtz/ZgBbAVaB/YH9QgGC/EM2AxdCkcH9gUIB40IlQflAlD8cPfU9tv5Sf3z/T37RPfA9ID0+PQN9Fjxze4C787yWfh9/D79Wvus+Qv7LwA6BxcNsw9TDwoO5A1cD1MRTBK/EVEQBw9jDi0OzQ3eDHAL6wngCLMIVwkwCkEKowg7BfoAhP0d/Mz8Tv4N/0D+UPxU+kf5pvl2+1T+VQE6AxcDMQH1/tX98/0a/iz9oftp++79OwJGBWEEuf9r+g74rPnR/Ir9oflz8sfrx+id6dvr7uxM7GLrpOvg7HHt9evE6L3l6+Qj56vr5vBH9QH4O/n4+Zz7Rv8eBQ4MNBLZFYYWVRVGFPMUgReDGh0cbhs+GS8XSBYOFioV9BJZEDMPbxDdEtwTfxE0DHMGvAKvAfUB4QH3AOj/WP/1/v/9efyB+zr8ef6tADoB1P+N/aT7cPqJ+dj4L/mb+///hASdBhEFHQHE/Wr96P9+AgECZ/2X9tTwJ+4M7k3uMe3f6v3oCOn96j/ttO1O6+Hm3OLV4dLkVuo878jwt+6R6/Hq8+6x9vT+hARIBqEFEQVTBmMJ4AxSDzkQRhCSEJ8R2hIVE6gRMw9VDWoNdg8LElwTmBJMELUNngsrClsJewm1CjkMXwwzCswG1gQ2BjQKDQ55D6MOeA1PDWcN2QvtB3IDjwEKBH4JMA7dDlMLgAb5AwYFxAfuCJoGmwFp/Pj4V/cW9tDzZfAG7UDrvuuk7f/uAe5W6o7lQ+J14ibmQuvt7mjvTu0l66vr6u+X9gz9HwF+Ao0CLANLBV0I6Aq2C9oKsAnkCQ0MAQ+PEDAPZAt9B+cFRAfrCUkLzQnQBQABB/3O+mP6PftC/CT8IvrU9vbzLvPI9KH3UPpK/P798f/QAXMC2QBb/ef57viT+6cAYwWDB+UGYAUaBdkGrAnlC0AMiAqEB1kEzQHO/6v9BvuL+KH3DPm7+wn9svrC9ADuI+op697vuvRz9lH0fPA17nfv0vMj+Uz9h/+WAPABnARlCP8L4Q2MDRcMdgvUDGwPEBEIEKIMAQljB1wIvQrGDHYNwgz+CoMI0wXJAyYDwwNfBIkD6QCq/YD7Q/tL/B796/xc/Bv9HgBQBOgGhwWNAE/7rfns/IcCPwaVBbIBKv7l/eYAmgQZBmoE5gDO/UP8dfuJ+Xv1TfB47A3sCO8V8yD1Y/OL7inp8eUY5uLoauzw7q3v+e747SHulvB49Z77OAEgBbUHVwrfDZIR4BNCFB0UohV2GcIdqR/gHc4ZPBbyFKQV1RZkFy8XchYfFfUSGhBNDU8LLgpBCcwHqgVyA8YBtgCt/yD+bPzk+7L9dQHrBFQFswHn+3v3Hfeo+mP/JAKbARf/RP0R/j0BrgQiBusERwIeAEn/0v7g/Fn4E/KE7CHqm+s378/x4/BS7GbmTOLr4bjkPuja6W3o/OTi4THhVOP55lnqxOwc77Dykvcc/FP+9P0R/VT+nQIfCP8L4Ay+C5QKSAozCnYJgwjUCCcLPA6QD6gNmQlNBg8GmQhsCw0MMwq5B5wG8QYFB48FgwOJA1QHeA0jEiUSnw3qB90E6gVPCdYLeQvjCKkGEgckCpYNwg7VDIoJngdnCJYKLAvqByUBs/nv9Gr0+Pab+Yn56fUc8KTqpufX51LqIO0/7uDsBOry54XonutX78fxzvIS9Dr3P/xkAdcEIQZNBrMG/wcOCoUMCQ8QEcQRjxD5DbkLmQv5DUkRDROzEbANKQlEBpUF6QWMBeYD0AFzAMT/dv58+433APXl9SH6Uv+cAr8CswCJ/rn9P/4S/0//+v7p/vb/NQLcBMkGaQc3B3AHMglzDLUPvRALDhgIWwHk/GD8Ev9VAmcDBgEH/Kz2S/Pg8nz05fU09WXyZe9Z7qPvgfHe8YLwcu/38Fj1kfox/nL/gv8eAAECpgQyBz4JzgqyC10LewmsBo0EowQYB18KPwyTCy8JFQeuBpIHBwjPBlwEWQLqAXMCEAJW/8b6q/Z49er3XPzq/40Af/7T+6D6Vvux/CP9SPws+yf7kvxo/iD/FP46/Hj7Jv25AOcDLgSnAK/67PR+8dzw8/El8zrzzPFO78HsF+uH6m3q+ukd6ajoXOnl6vDrcuvs6ULpResz8Ij2P/w7AMACtwTDBhgJ3AtcD64TDBj2GjIbARlSFm0VFRfQGTIbGhrCF4gWgRdSGWcZgRYIEtUOrw6iEMQRoQ9HCj8ErgAIATYEoAcSCRsI5AX8AxoD0AJFAhwBwv8K/23/pADbAV4CHgLEASsCuAMbBnQIuQn9CMwFpQAs+4P32vZU+IP5UfjF9NHwce7w7QHuY+027Izr7Oty7J7r6+iF5YPjRuRy52zrq+7D8E3y9vPN9X33AfkD+zH+YgJdBqYItwh6B4UG2QYzCJsJgwo7C04Mig3rDZ0MFAoYCHMIYAsMD7cQsQ6zCXYEwwGiAuEFPgn9CtsK3glYCeQJ2AreCiEJPgb5A9kD2AVcCHsJaAgNBlYE4gToB+oLbw5zDcIIZAJj/bv77Px//hD+J/so97jzUvFO7xbtCOsG6kzq5+pz6m/oz+U45IzkQeYT6Gbp1Opf7RLxoPSF9p32kPZ5+PT8bQJlBnsHcAZHBYMFCwe5CMQJjAoFDFwOThACEMgMKwgVBYQF1wgQDCQMQghWAmf9Tfuy+9X8QP3U/Jf8jf2u/9ABfwIyAcj+2/yg/Bb+RwABAl8CHQHs/o/9Gv9XBJALIRHrEb4NjQdGA+YCTgWMB2EH3ATSAf//j/9P/x3+BPwL+hX5+vi8+In3ePVX89jxGvH58JrxZPNd9p75tvvr+yD7bPuD/i0EKwrcDS0OSgxtCgsK7wriCx8M/AtoDLkNHQ82D3MNwgr0CE0JcwusDSIOKwyOCOUEdgJ6ATEBvwAAAJv/LQCKAbACqAJPAW//Mf5x/kIAwAJCBDQDWf+J+vD3yvl8/7AFvAhVB0YDlf/t/a39Af3g+u/3rPXa9MP06vON8WTuAexf6xDsyuyL7Fnrx+k46JDm4uQH5Frldeku7/PzsPWd9Fjz6fRE+ncBVQcTCpQKQAuHDZsQYBK4EcoPGw8yESMVOBg6GDwVlhH5D18RZhR9Fs0VbhL3DRkKZAdgBXUDzAEUAZcBrgJOA+8C2wGNAC//vP2g/JT8u/31/ob+vPsB+CH2HPhm/SUDaAZIBkIEjQIeAjgClAHK/5/9EPxB+136ffia9bPy9vDC8H3xL/JB8pLxDPB97QPqfuZh5LLkKuc86iPsOOx7673rHO4k8lP2gfnW+13+xAF1BfwHYAggBwoG6AYnCmkObxGZERAPtQvqCQkLeg43EjEUmRMdESUOywtmCqMJAAlCCLAH+wemCUoMbA5vDv4LtggjB58I9gsuDvIMnAgEBEQCUQSNCFoMMQ5XDuUNZg13DKwKbQjXBpkGDgeTBvwDsv9v+8v45/eH92j2gPTZ8jnyE/L38BLuPOp8513noelz7OTtiO2z7EXt9e/H8w/3FPmm+iz9+QC6BHQGVQXCAokB0gNBCf4OuRExECEMzghrCI8K+wywDXkMiAr1CLsHCwZYA+f/c/yz+TP4V/gh+q78Vv6z/e76/PdE96T5hv36/+7+uvrh9TrzGfTN93z8eAALA0sElwRCBKYDNQM1A28DSwNkAv0Au//k/hf+sfyp+sj4/Pd5+Fv5MvkM90Pzd+9x7dLtle/x8NrwxO/37lLvrvBl8jn0lPYQ+qL+VAOxBrIHiwbPBIIEqAZqCqoNqQ5YDToLCAp9CioMKw7OD7QQphCrDyoOtQyECxAKkAcIBNcA4f/PAQUFhQZuBN//QPyP/MIAwAXbB7wFLAFP/RP8I/3b/icAQAHXAuUEdwazBsoFxQRiBFEEpwPmAZb/u/3S/EP89Ppc+Ez1evMI9ET2yvdh9ubxnOxU6Svp6upt7KLsM+yI7FnuCfFd87r07PWU+K39UwQUCs8MdAwkC2ALDQ4CEj8VkRYsFhkVSBQaFIsUXxVFFt4W7BZ9FsUVqRSPEtsO2AkXBaMCcgNXBqgIHwijBFwA+v2g/iMBNAM4A0YBhf7x+9v5YPgC+GD5V/yt/9kBVgL1Af8B4gLVA7sDUAJ0AE3/Cv99/g78XfcW8vzuoO/o8rb1dPUW8t3tH+tc6j/qP+kc5wTlWORm5Rrn4+cc58vlBOY26dTun/Rd+JD5ffnT+VP7s/1lADoD+AXzB00I9AYuBc8EsAbTCU4MCQ3FDCMNtQ4QEPgOugpUBRwCAAPLBigKeQrzByYFnATJBhEKdAwODTEMhQpiCAQGBwRXA3EE6waWCVoL6wvPC8ILBww3DMgLvAq1CVgJbQnPCGcGWwIq/pL7Kfvx+0L8DPt6+Ib1G/OJ8XbwXu8M7tPsVuzr7Bzu2u5u7kjt/Owa79Xzr/li/msA8f93/uT9Yf/JAssGrQl3Cq8J7AiPCXsLOw1jDQIMwApgCwcOuxDVECQNFwfGAZn/cAATAk4CvwCy/n79U/2l/VD+zv9EApEE4wRRAvf9R/o1+dv6n/2r/2oA3ABwAnsFpQgKCgMJ9wYnBowH2wmpCpkIkwT6ALv/0AB/AtcCKwF2/k38ZPvo+lj5OPbJ8iDxH/Jo9Fr1T/Ms77HrUutt7lXz3PfO+kr8FP3W/ef+agBWAlQExwUtBqkFCwU1BUgGZweAB4gG9QWJB3wLtQ8mEVQOtwiXA4ABkQLOBN8FqASMAer9N/tt+rL7P/69APMBXQFj/wr9Wvu3+sX61/qj+qn6wvso/vAAmQJTAroAZ/+T/ykB2gIJA+MA7PzA+Cj28/Vb96j4g/jy9vj0Y/P88QTwRu2q6nTpE+qa63bsuOvE6Qro++c/6nPucfPq9/v6o/zF/bL/KQO5B+ULQg63Dp0OjQ/KEdoT+hMREkIQKhFqFbsarR1qHBIYgRPYEDQQPBC+D4IO6QwnCyMJ8gZJBRUFnwbfCPYJhgjsBB0BGP8w/9f/QP9K/c771Px/ALMEywbhBZcDrQKwBKUIwQuYC/IH6QIy//f9Nv7x/TT85fm0+D35SPri+Sv3KfPg76LuIO/V70nvHO0b6prnjeYo5xTp0uvc7o3xVfM59P/0nfZH+Tb8ev4EAK8BHAS3BvwH+gaFBNcC5APHB7QMVhBhERkQrw1eC+sJkwkUCrcKgwrfCBwGhAOiAiUEQwcqClILlwobCQsIewd6BlkErwEeAP0AEwSYB3oJ2AiiBuIEQwXfBy8LGA1sDKEJUQbtA70C8wGtAMz+7PyY+6n6cPlX92H0JfFt7t3sqOxX7dLt3ez16e/lv+JY4krlPuq/7vnwBfG58PLx9fRI+EL6w/ph+779ygGYBRUH7AXVAyAD1wRFCNYLVw5hDwQPbA3oCjwIdgY7BhgHgAfbBeMBMP1E+pn6e/2aAAEChgGFAD8AjQAcAPb9o/oE+Or3pfqr/qMBJwLdAAYAlwGVBfUJXwwWDFoKAwnMCP0IeggYB8oFrAXPBhMI9QfDBR4Chf5U/A38JP1i/n3+pvwD+bT0Y/Fe8MDxW/SN9nX3mfdI+Ev6IP2C/78AWgF3AqsEYAdSCZMJGwjQBRIEFQREBv8J3A1MEGsQWg5XCyYJHgknC4YN9g1dC7kGYgI8AGIAaQHTAVcB4ABvAfQCMwS+AzIBsP0p+/j65vxH/0QASv9y/Yb8kP0ZAMYCcQTdBGQEVAOnAUf/efz2+Y74kPiE+Wv6Svqp+MT1TvI872btLu0H7ovuQO3V6a7lEeNx4zjmWekd65XrTOyl7oXyfPY0+b36dvy1/40EowkqDTAOGA04CwcKegrMDIIQehRFF78X0RXAEosQjBBcEu0TGBNSDzAKPAYABQIGVQdHB7IF+wO2AxcFeQanBdwBuvwy+Sn58/v6/vz/wP77/Kj8dv6GAXQEeQa4B6IIOAnxCFoHsQTeAc7/3f69/sz+ev5v/ZL7Hfmm9vT0cPSw9JH0DPMH8Hvsr+lE6OHn1+fe51voy+kh7J/uWfAA8TvxP/Lv9Df5C/4SAlYEogSDAw8CkgESA6AGFAuJDpYPYA6RDB8Mvg1fEA4SeBHbDrMLgwm/CKYIIQj1BicGIAcoCrMNTA+GDUQJJgWAA7oERgcICe8IfgcLBp4FVAayB0wJDgvgDFMOww72DU0McQq9CC4HxwXRBIIEbQR4A7YAYPz791T1EvUq9pH23fRJ8VrtmOps6Sbp5OiH6L7oPurx7M3voPEE8r7xG/L48z73GPuP/vEA5wGUAaUARAB3AWcEHwgOCwUMEQtnCY4IPgnUCtALBguDCHgFHwOvAVIAJf5m+4b5/PnC/AwAjwFCABr9J/rv+HD5cPqs+uT5yPg6+JP4mfkU+w/9pP9+AvkEkwZEBz0HhwYjBZID2QLJAwoG/wfTB/0ExQBz/Y78zf1m/5P/0f0D+2D4c/bp9D3zbPEP8NDvxvBq8v7zLPUe9iH3c/hA+tj8YQBfBJkHughdB5oEgQLLArkF2Qn9DL4NfQwLCykLIA2SD7IQyw/EDSIMigsxC7MJnQYUA+4AKQEFA7kE9ATPA2QCrAGbAW4BmQB4/9f+FP+c/5b/1P4f/n/+RADUAjIFsAYVB20GwgRYAtn/P/4t/kP/LACF/wT9vvlV96n2N/eN93/2BfQm8QPv7+1D7SrsfOr26I/ouukk7O7uH/Eh8jLyc/Jf9MD49f4yBYkJAwshCoMI+weGCcsMXxC9EkoTshJaEkQTShUwF7YXmxbHFFwTlxKlEY8PRwzmCM8GnwbTB0MJ+AmSCTAIGQapA1oBvv8b/xL/1/7n/YP8gPt1+0j8gv34/vQAoANRBr8HAweCBNABcwCrAFIB6wDp/hr86Pkd+UP5I/nv9//1a/TZ88fz9/Kf8CLtselc53jmwubM5yLpOOqE6s7pqOhb6DbqlO5F9BT5IftL+lP4p/eZ+XD9AwGEAucB6AB7ARMESQcvCSYJZQi0CIsKeQxfDG8JAgWUAeAAvAKQBdYHDwmNCZwJHgnyB4oGyQUxBkwH9QdmB+QFdwQNBNoEhQacCNcK8QxzDuEOIA6mDEQLnwrLCk8LagugCu8IwgaLBH8CoQD0/ob9VPwx++v5cPix9pD0+/FF70nt4+w+7nnwL/Jt8mHxOfBf8I7yWfZt+l39lf6m/sz+9v8WAkUEnQUQBnYGvwcHClYMeA0bDTQMJAxyDTYPxA8ODncKUQbWAn4AQP8N/9b/IgH1AYAB8/9y/hf+zP5e/6X+rPyo+rv55fkh+p/54Phv+XH8SwG+BZUHYgbcA2sCSQO2Be0HswgiCCsHcQbPBckETwPtAUYBVAFjAZ8A0f5o/A76BfgW9gr0KvIo8XfxmvJL83PyS/CL7kbvLPPR+If9bP/I/qv9EP4nAG0COAN6AsoB0AKMBUcINAk8CBoHuAdfCnkN+A7/DUYLOQjGBQgEtwKsAesAbgAKAKH/O//u/qX+H/5J/XD8Cvw3/Gj8wfvq+Z73WvZM9136MP4JAQECYAEzAGb/RP+e/x4AfwBwAJ7/9v34+3T6+Pk0+j36Svls93r1PvSp88jyofAy7cvpNehM6Sbsje6i7lLshenU6KPrNfFH98T7KP6K/1cB9gOcBlEIJwk0CmIMVg/BEa8SmhLyErEUZBe2GbAaehrIGeMYVRedFBsRGQ7JDC0NEA4XDu4MVQszCooJoAj3BggF2APVAycEVwO2ADf95fpV+13+KgK3BEwF0QTLBPsF3gdJCWYJQgiXBiIFKwR9A6gCbAHw/4n+hv3s/KD8cPwB/Ln6//fq85rvxeyH7FXuHPC074TsOOiR5VDm5Onv7Vjw8/BP8QDzEPYj+e76cvvT+xr9Q/9oAbkCHwMyA7IDBgUvB+IJiAxWDoUO1QzWCbYGjgTJAxAE0wSpBV0GqwY8BgUFkgPcAn4DHgVuBh8G5wPgAMP+lP4HAPkBfgOFBHoFigZhB6cHfgdyB/AH0Qh6CVoJWgjlBoEFUQTxAukAZv5O/I/7FPx//BL7KPfg8Ybt5uv67NnuKO/z7H3pP+fI53nqPe2N7sfumu8f8rz1yPg9+qv6fPuN/W0ABQOmBJoFiAa5B+UIyAmvCkcMww5TEX8STxEdDloKcgffBR0FYgRdA00ChAH8AGUAm//p/sv+Wf8EAOX/aP7E++z4+PaW9rL3s/no++f9mP8LATkCEgOsA1EEVQXFBlMIhwkLCsQJ1QiBByEGFQW2BBsF6QVFBkAFegKp/lD7v/kK+uX6rPq6+NP1ZvNN8lbyzvJy87T0D/dT+oz9yP/KABwBewFTAqADLAW3BuUHXAgLCH4HqQdACRYMGw8bEZAR6hABEDgPPQ6XDGMKfwi+B/wHFgjmBmEEtQFQALoAOwJ+A4cDMwIKAMH9y/tq+s35NPqq+8L9m/9tACIAdf9T/xMALwG4AS4B6//J/j3+4v3G/Hb6svcO9pr2sfgo+ub4qPRb76Drx+rw6xDtxexJ67XpuegJ6B3nOOZv5q7ot+wo8Yr0dvaz92T5DvxS/2QCvARTBngHawhGCRwKLwvYDD0PFBK3FHgW+xY9FnIU6xEyD/0M5QvwC2wMXQwmC/IImQYPBdcErwWsBssGegXpAuv/cP0d/P/7n/xW/c79KP7R/h4A7AG9AwgFnQWtBaYF3AVKBnoGvgWsA6oA9v33/CL+agDSAeIAyv0Z+mf3Kva79Tj1UfQg87Px3u+b7WLr9enR6cLqL+yb7QPvpPB/8kr0zPU79yT5yPux/uMAuwF0AQkBdQECA0sF0AdqCjAN6g+7EZwRWQ8IDH4JDgmLCnwMMA0HDMQJ+QfNBz4JQwusDOUMFwzLCl4J9QepBrwFfgX+BekGvwc5CIUIBQnSCY8KwwpuCkIKCwvPDGsONA5aC9kGCAPZAUMDMgVBBacCmP4B++X42/fV9jr1L/NA8bjvfO4/7ebrreoJ6lPqjOtg7U7v6fAF8sbyivPJ9ML2T/nl+/D9Kf++/xsAmQBeAZQCfAQ9B3cKQQ2gDjQOcwxBCmQIIwdXBpgFegS/AoUAQP6U/AX8oPzi/fH+DP/z/e77hPk692z1XPQr9Mz0//WD9yf5wPoE/Kn8vfzo/Bz+xwAnBI4GowaLBOcBkAAjAcYCHARiBLgDkQIuAZj/5f1l/GP72Ppw+qb5LfgK9orzIPFF73XuC+/z8Ifz0/Uo9573EPhz+Rz8Z/8rApoD0gO9AygEKQUzBuwGtQdSCR8MfA8pEiQTVBKXECEPvg5TDwUQyg8rDoELrwiQBowFkgVEBjIH6gf2BwYHHgXAArcAov9//7//zv+1/woAOwHQAq0DNwMoAhkC5wOpBkoISgcMBGQAIP7V/dL+8P9VAMT/Yv52/Df60/eT9dDzzvJ38lPyr/EN8HftiOpD6IPnjejQ6jnt3+6j70Tw1vHf9OP4zPzB/7gBSAPjBHEGjQccCKMI8AmCDCIQ5xOqFqUX2hYeFZAT5BIME1kTDxPNEbAPNw0EC6kJWwnkCZwKsgqTCUYHfQQzAukAOwAt/zP97vrC+Yn6mvxG/mD+Xv3x/HT+rQH/BKYGCwbqA5IB7v8j/9T+q/6O/mn+B/4V/XL7YPlg99v14PQt9GPzPPKa8Hju8uti6Wjnk+bn5rTnGOjM52Xnzudu6efriO7z8DTzcfWG9wj5n/ld+eL4Nfk0+/r+owOqB9UJ+AkDCUUIjgizCeAKRgumCmAJ/gfsBmgGpgbGB4EJGAu2CxsL5wn7CKYIVwhbB9IF1ARxBXsHhwkQCtcIKAe8BmIIdQt2DhcQ+g+iDgEN2wthCzoL4wohCgwJ3AeaBiYFXQNJARv/Ff15+1/6ePkf+ND1wvL8757u6e4b8AnxJfG/8JrwNPF38gL0k/U19yb5gfv3/ej/xQCaACQAagAWAgwFhQiWC6QNkg60DoMOWg5WDlQOGQ5MDZgL4wikBeICoAEHAiwDxwNPA1ECtQGPAeUAr/4h+973vPYo+LL6NPyc+7D5TfjV+Eb7dP4gAbcCXgOHA3sDUgMpA0UD4QPrBO0FVgbqBdQEbAPkAV4AIP+L/q/+9f5f/kv8/viD9fHyyvG+8QXy8PFX8afwkfCH8WnzpPWm90r50vpw/OH9j/4r/iz9pvyH/d//3QJyBQMHqgfzB2IIKwkwCjoLBQxDDJsL5AmAB0sFBASzA7YDeAMOAwADewPbAysDHwF9/pX8QPw7/XT+2v4X/rr8wfvu+1b9eP+YASgD2AOgA64CbgFVAKf/Vv8+/1j/u/87ADgA6/4t/Oj4k/YO9uP2iveX9snzJPAd7ZXrZuu167HrF+tZ6iDqzupC7B/uO/DT8jb2P/oo/vYAOAJcAmECKQMMBcwH+wo5DioRahObFMEUfhTMFCgW+hfQGJMXlBR+Ee0PERCXEBYQbA7PDGgMEg1hDQIM9AiTBWwDAwODA4oDUwI+AG/+0/2F/vT/lQFFAxUF6QZTCOsIoAjBB7MGxgUxBQsFLgUsBYUEBgMGASf/7v1y/U/97vzL+7z5CPdO9DXy9vA58FHv2+0S7Jvq7en06Tjqdur06lLs6+5i8rL1wvcc+Dv3RPZO9tX3i/qr/VwADQKzAuYCmgNhBeQH7glmCjUJWgcCBo0FagXpBBIErwN8BFMGMQj4CDkIawZ/BDsD4AI1A8wDLgQKBD4DBwICAfQARQKUBN8GPAiUCIAInwjvCAEJmQgNCOIHMAhZCIwHdAWTAvb/ev4q/ij+T/0O+9n3z/TI8r3x8PCq7+/tb+ze603sA+0d7V7shuvJ683tJvGg9Cn3aPjG+Oj4Q/ke+rb7M/5VAVQETQYPB3sH2giqC/QOBBHhEBoPMw08DOgLBgvDCJAF7gJCArgDBwZXB38GygOfAGv+vP0W/nf+EP60/Nv6W/np+L75e/t5/T7/uQAfAoEDpQRBBV4FdAUQBmYHDwlaCrQK+Al5COIG3AW4BTkGrAZrBj0FaQNsAZj/8/1l/Nf6T/nv99L2+fVA9Z30S/S/9ET2ufiM+wT+k//3/1z/cv49/nb/5wFlBK8FigULBaQF3gfXCh0N5w2oDX4NEQ79DiYPuQ3rCuIH8gWeBVwGGAcFB/UFOwRWAsoABAAcAJwApwCP/3L9Q/si+oz6Cvyc/Zj+Hf/R/xwBiwIiAz4CSACL/jH+av80ARgCPQH9/pL8I/vd+gD7k/o1+UD3RvWD88zx2u+77dvrpOoS6qnp0+hv5wbmYuX+5dLnk+r57bLxGPVd9yv4Kvig+IL6ov3oAEgDnASvBXAHHwoeDYQP2hBsEeIRlBInE+cSbBEED5wMKgsbCxwMOg1yDToM3glPB5gFJgV9BYMFTQTVAQP/8fwZ/BD8HfwK/Fz8wf1OADQDQQXBBQUFJwQ7BHgFHQcFCIwH7QUHBK0CKwJCAmUCIgJRARMAqP44/c37VvrD+BX3YfXN84jyo/Hu8PPvSu4q7J/qAuva7RvyuPUb9272bPXe9Sv4KftD/c39fP2v/Un/EAL/BCYHbQhyCdcKlwwIDmYObQ2AC2QJ8gesB5oIPAq4C0UMnAslCsIIOgimCGcJpgn4CKkHUwZmBeYEogSNBOUE+QXGB74JDws0C2IKfgl6CaUKbAy2DZ8NEAzECc0HzwaZBmIGegXKA8cB8/9d/q/8ifrk9yL10/Jk8eDw2fCI8D/v8OyB6lfpXupA7YTwl/Lm8ijyvfGj8uX0offK+eb6Uvvi+0T9gf8YAmcEGwZdB6UIUAoxDH8NSQ0mC7AHVAR0AocCzQPWBIIEwAKCAPX+kf7d/uT+Bf5a/HD6vPhG99z1h/Sw89/zPfVU91D5gvrM+rH67/oI/OX9+f+jAaICJQN4A8MD5gPHA4cDdwPAAysEQgSvA4cCJQHC/1H+w/xP+1f62Pkk+Vr3W/RJ8efvPfGf9BH4wflb+Tr4M/gW+hj9iv8+AHj/pf4p/z0B3gO4BVEGWgYFBwkJJQxMD1gRnhFJEDQOcAyzCwEMuwwPDWsM1AriCGwH9wZVB8cHlgeQBgsFiQNQAk8BVgBT/5L+qP7x/yUCSwRbBQ8FCARLA2ADFgTMBAgFwwRIBNkDdwP3AkUCdwGoAN7/Af///b/8DvvC+A32m/M28gzyVPLG8ZTvKuwF6aPnhejk6lvtBe/57wPxyfJH9eL3+/lp+4j84v3K/yoCqgTjBqkIHgqqC8gNoBDFEz0W/ha0FSATvhDUD4IQsBH2EbQQfw6GDIcLSQv6CvMJRwiOBk8FaAQlA9cAmf1u+qb44viU+n/8of3c/dD9Lv4m/1gAUgHvAVsCsQK6AioCFQEWAL7/9v8SAIj/gP6k/U399/y2+zr5SPZE9PbzxfQO9WPzuO9464Lovuee6MPpOOoj6lvqgutp7VfvrfBv8SHyS/MD9ez2gPiA+Sv6Gvvb/KX/KAOrBlQJiApCChgJ7wdwB7sHZQjvCCQJJgkmCSsJDwnJCH0Ibgi8CDEJWwm8CCsHCQU0A4UCPQPPBEUG9AbfBo4GjQYgB0cIzQlXC3MMywx3DPQLwgvoC+QLJwu8CVcIvAfvB/AHiAZPA0P/DfzD+gD7O/v/+QD3PvM58NHu3e6G7wTwJPAl8GHw+fDt8TTzsfQr9mf3aPh5+fj68vwB/5oAlAFoAgQEBgcaC/0ORxFyESAQlA6qDWANGg1dDDIL/gkbCYMI4QfuBs0F9QS6BNkEdgTIAsr/YvzN+br43PhS+Xv5bPmh+V/6ZvtC/Mz8UP0w/nX/1gAGAu8CpAMeBDgE8wOkA8wDowTHBU0GagUlA3sAxv6+/tn/kwCF/2X8N/iL9HryH/Kz8jLz//JE8snxWfIQ9Db2yvdR+DT4UPg7+dj6cfxB/RH9cfx8/P793wAwBNkGYAgLCV0JownZCe0J4QmzCVUJsQjKB8MGwwXsBGIEOARNBEgEzQPDAmAB6/+A/hv93Psh+0H7NvyH/Zr+Jv9W/5b/HgDHAEABeAG7AVECDgNMA4sCBQGo/2b/UwB9AX4BmP9Q/CP5Yfc496r3cPfv9W7zrfBF7mvs/erH6cXoMuhq6JfpdeuI7V7v1vAY8n3zYPXw9/T6wv2r/4EA6AAGArME3Qh/DVURnBNsFIMUpBQmFcQV/RWTFdUUVBRCFB8URBOlEQEQNQ9yDwIQ+Q/RDqgM8AkmB5kEegLwABYA4v8KACQABwD8/34AxwGJAy4FSwbaBhEHFAfRBicGMgVtBF4EGwUEBjEGGwUIA8cALP+X/sX+9P5W/pz8MPrT9/D1V/ST8n/wge427f3squ2Z7h3v+e6h7vDua/DJ8gj1NPYT9kH1wvRR9RL3o/lx/Bf/bAFxAxgFNgaWBj8GngVUBcMFsQZYBw8H3wWIBOYDSARaBXcGMQdVB8sGgAWkA9MB1wAOARMC7gLQAsEBpQCNAM0BrQMLBWQFWwUEBrYHigkhCvsIAwfJBTEGxwcbCeYI5gb2A2AB7f9q//3+3/3u+5P5Svc+9U7zaPGs70/uZe3Z7J7sv+xJ7Rbu2e5b78HvdvDY8enzMPb799H43/j0+Pb5P/xf/50CkgVOCO4KHQ1CDh0OLA1lDG4MEg1wDb8M7gqxCAUHgAYPBwsIqQhgCBUHBQWfAlkAjv5Y/Y786vtM++b6BPuZ+zH8Tfz2+9/71/wB/6EBjAMHBE4DWwI8AnQDrAXwBywJyQgSBxsFCARUBIcFnAauBncFVwMLAS3/vv1A/D366vcY9or1OPZR9+33tvcY9+b2x/fM+UP8Lv7b/mv+lv0e/Uz9BP4h/7YA3QJaBYkHyAgJCf4IkwkYC/cMLQ4gDgkNmwtuCq0JLAnICJwI0ghDCVcJcQiNBlkEpwKpAdwAxP+P/vf9cf6Q/1IA+f/J/uT9Y/5eALcC3gP/AqsAcf65/c7+wgAyAiUCqACL/rf8m/sA+2r6e/k5+OP2r/WR9DvzV/HK7t3rNOly5+jmXecz6MHosOhD6DjoY+kJ7Ivvq/Jr9Lr0gPTW9Er2t/i2+/r+XgKmBXQIgwrWC8IMtg31DnIQzhGVEoUSuBGIEGYPtA6yDlsPRhDJEGIQEA9PDZkL/gkrCPgFrAPhAegAhAAeAGH/gP4U/qL+OABoAnMEowWkBb8EpgMfA4kDqgTNBTQGjwUrBM0CFQIPAiUCrQGFADb/cf5i/mv+pf2Y+5/4rfWn89nyzfKl8q3x6u8k7m7tTO5L8GXyyfNf9Jr02vQd9T31VfXn9Xr3F/ot/ev/0gEGAxUEZAXgBh8I4AhDCYwJvAmECbkIygeQB5EIbgofDMIMQwxMC44KPwoFCm0JZAhYB9oGFweMB28HZwYDBV8EPQVgB7AJ/grbCtIJ8ggMCRsKXQv/C7kL7wo3Cs0JYwl5CN8G5gQgA9wB6AC+/+79cPuG+JP1+fIO8QHwpO9x79/ux+2N7M3r6evE7O/tC+8G8AXxCvLd8kPzVfOS85n0tPaw+QP9GACXAm4ExAXjBhwImAkgCxYM0AslCsQH3AU7BcMFkAbSBloGmgUFBZQEvgP+AWn/v/z3+nH6rPqi+pj5tfff9Rj10/W29+L5g/s3/C386/sL/On8iP6HAFECbgPAA4cDJgPoAuwCMQOpA0EE4gRjBWwFhQRlAl//Yvxj+qH5bfnS+Gr3rPVx9Cv0oPRL9er1vfYb+OL5Vvuw+8/6h/kL+fz5B/xA/gAAQwFkApgD3QQzBtUH+QljDEkO4Q4TDqYMswvEC3wM9QymDNALOgtkC/gL/wuyCjEIiQXjA6YDMgRqBJsD8wFQALD/hQB/AqoE+wXwBd0EowMXA30DegR6BQ0GHgbZBW0F6wQ8BE4DKwIVAVgACQDn/2b/B/6q+7n42fWG88PxRfDO7mLtJuwm60zql+ll6T/qWewr76/xD/ND8wnzSfN09GL2wPh1+47+1QG0BKUGxgfxCAAL6g2sEBYS2hHXEEMQoBBVEV4RVxD7DoAOfA88ETcSOxFoDgQLeghJB9YGDQY/BIQBf/70+3z6V/pd+/T8Wf79/uD+gv6I/kD/aABhAaYBOgG3AMoAhAE4AvwBjgCr/ob90/0h/yoAzv/h/TL73/hw96P2yvV09LHyxvDX7ujsKOsH6v7pEOu07DXuGu9j70/vF+/i7unuhO/98DrztfXT92H5svpU/IX+AAFIA/0EHAbPBjEHNAfSBkIG/AV8BtsHtQlTCxQMvAt9CugIpgdGB94H5QhnCaIIogZcBAsDWAPlBKAGmAesB4EH2AfjCB4K1QrXCqYKCwtWDP4N+A52DpYMVArjCMsIiQkBCkYJNwdiBIcBCv/p/An7afkY+PX2p/Xn8+PxMvBp76HvavBC8fjxuvKm84L03/SU9CH0bvQe9uz42fvr/fj+y/9vAVAE3wcPCxcN6A0LDgQO3A1HDRMMlAqMCZMJlArICzwMZwuECVQHoQXDBGsE5AOUAmgA0P11+9D5CPn3+Fj55fli+rX64/oG+z37n/tD/Dv9kf44AOQBCAMoA0QCAwFiAAUBswJ/BHEFJgX1A4cCUQFOACn/of3F++H5KPia9hH1dfPp8cXwcPAv8dzy2fRK9pz25fXg9HD0FfWj9m74tvkl+gv6M/pH+2n9EACKAmEEpwW0BtAH5giZCY0JvQisBxoHigfVCCoKkwqnCdUHDwYmBTIFjwVUBf4DvQFe/8T9c/1G/pL/kwDwAN0A3wBIAewBUQI4AvABJQI6A8MEyQWNBTYEqwLNAbsB6QHBATEBjgAPAGr/Dv7E+wX5qfY09Vv0RvNb8bzuKexY6ozprOmO6h7sJO4Y8E7xevEA8dnw6fFb9Gz3CPq5+/r8yP6mASwFawi/ClEM3w0IEK8S/RTgFfgU+BJeEWQRFhNPFZ0WPxaRFJoSTBH4EDkRRBFWEB0O5QpqB4cEvQL7AbIBTgGnACIASwAxAUcC0QKTAhgCMwJFA90EGQZXBqAFfQSDA/8C+QJSA9UDKgT8AyADygFrAGn/yf46/lD9zvvN+YH3EfWN8iXwWe607Vnuve/i8AzxR/BR7/rugO9r8A/xMfFA8eTxZvNj9TX3i/iq+Sn7bP08AOMChwSuBJ0DKgJeAdkBhgOsBVoH2wceB8EFvQTPBPMFUQfMB8wGvAS8As8BBgJ/AkQCLAEfADMArQGdA6sEPAT8AkQCBgMLBUAHlgjACC0Idwf0Bq4GpQbdBkEHcgfxBoQFcQNJAYz/Pf4G/YP7o/mz9//1evTT8uLwBu/27SruY+/N8JXxd/HW8GfwqvCU8bHyjfMb9Lz03/Wk97v5xfu1/eX/xgJaBvYJjgxkDZIMCAvuCfwJFwuCDGcNWA2CDIML9QoEC1MLQwtoCtUIAAdSBecDgQLaAAb/eP26/PX8uf1D/hH+QP1w/Ej8Dv2O/l4AEAJJA8MDdAO2AicCTgI0A2UEUgXBBeQFCwZBBjYGjQVBBMYCuAEvAZYAFP9U/Av5f/ae9Vb2tfev+Nf4dPgi+EX4xfhJ+Y/5rPnt+YX6VvsR/H/8svwS/Rf+DQDZAu8FjQgUCloKuwnsCKkITwmpCv4LiAz7C8wK2QnBCWYKCAvVCpkJzwcrBvoE6QN6Aq4ALf+9/or/4wDQAcEB6ADo/1P/ZP8BAOkA1gGCArcCXgKMAYsAvv9m/4L/zf/l/4//y/65/Xb8DvuZ+Uv4QfdN9uz0rvKR7ybsSemr53TnROhd6Q3qGere6fDpmOqU623s/Oyj7evuCfGm8xb24vc0+cP6W/0yAZ0FagmsC00MCAziC4YM9w2qD+0QWREQEZoQgxD0EJgR7hGwEQARIBAdD6wNkgv0CFcGNQS0ArIBDAHCANAACAESAcIAUABKACMBvAJeBDsFAwUeBE4DHwONAysEiASOBHoEdwRWBLgDigJFAZEAqgAOAdYAWP+g/Gz5ovbL9NnzV/PZ8lDy//EZ8nnyrvJf8qnxGvFI8VDywfP09Ib1m/W/9Zb2evhe+8j+BAJlBHUFQAVwBA0E1gSlBpEIqgm2CU0JLgmeCUgKqQqdCnEKiArXCugKOgrCCPcGewWzBJwE/QSVBRwGSwbvBSMFeQSwBCUGcAiMCpMLUwtcCn4JSQm8CXcKCAs1C/4KdAqSCVEIwwYaBYQDGALQAH7/yv1n+2D4S/Xl8orx7vB88OPvQO/c7sfuze6t7k/u2+2p7RvuSO/A8MHxz/FM8V7xKPPp9sX7QQAcAw8E7QMCBBcF4wZqCO8IjQjtB6wH4Qc6CF8IMwjVB3IHAwdkBnUFTQT5AloBOf+9/Jn6n/kL+h37jPuM+nT4kPYi9oD32Pn4+yT9fv2h/RD+w/5b/5v/v/9cAL4BgQPGBOkEEwQlAwYD9QNHBdMFvwQZAtL+//su+jX5k/jr90b3zPaW9o72kPaR9p32y/Yx9+H34vgH+uP6BPtc+oT5hvkm+0b+2wGaBO0FUQbMBvsHlgnmCoELqQvtC5QMZw3tDdwNVQ3ADIIMtQwgDUMNlAzSCjMIbwVsA8MCZAOOBDsFwgRPA9UBUQEVApID5gSPBaEFhAV7BX0FTwXaBE0EHASTBIAFJQbDBTMEKAKxAHEAIwHSAX4BxP/x/Lj5v/ZW9GXymvDC7hDtA+wH7PbsBu5K7mntAOxJ6zbsoe5V8fnyBfMr8uPxcfMS99X7OQBGAxEFaAb5B8wJjQsDDTQOMg/wD04QQBDqD5UPnw86ED4RMBKGEvYRjBCRDkoM8AnCBwQG1ATnA7YC9gAE/5X9Ef1M/c79UP7L/l//LQAvARUCVQKmAXgAyv9HALUBDwNSAyUCJACI/mX+zv+dAU0COAEH/+P8WvsR+l/4DfaH84TxgvB38MjwofCR7/7t3ezg7Nrt/O6H70LvX+5O7arsH+337srx0/R696P5Y/vG/OX98v4HABQBDAIaA2QEpgVnBooGjQYGBwQIGgnkCVkKiQpUCnIJ9QdtBqAF3AXCBpAHvgcsBw8GwwTTA80D/AQVB10J/Qp4C+IK5wmDCVYKHAzcDa8OZg58DZcMJQxADKYM1AxODPcKEQn/BvkE9ALIAE3+jPva+Lz2k/Va9Yb1WvVb9LDyDvFO8N/wavLq8zn06PLW8KzvfvDR8kD1Bfeo+BH7Rv59AQ8EBAadB9wIngnrCfwJ+wkTCnYKLAvfCyUM+wvTCxwMsQzjDOgLdQkoBlUDKwK6AsMDrQPDAaD+qvsX+jT6WvuC/Bf9M/1B/Wb9eP1m/XP98f3Y/sT/RwBVAE4ArQCDAVwCtwKjAsUClwPGBGMFoARkAkH/FPyv+Xn4PPhF+N73wPY09dzzUvPK8+j04vUn9sb1PfXa9HP01vNa86/zNPV+96P5Bvu8+1f8Xf3v/tEAnQINBBQFvgULBvYFpAV6BewFMgcPCdIKogvxCgEJzAZGBZ8ERASgA7kCAgLNAe0B7QF3AaQAAwA5AHEBDwMtBFMExAMaA70C3QKMA64ExwUoBmkFyQMMAgYBKQE7AmQDowOCAnYAfP4q/SL8X/rm9iPxOen24KbcLeE677//Ugee/wnuA+Bn32HqZ/aD+l/2iPB+77r0UP2NBVcLew19CsoByPbZ8Av2ogQhEzoY8hKiCisH1gmsDWMNaAijArkAjgR6DJsU3RjgFnIPswYMAn0ECgyeEpESIwtvAXP8LP8ZBvcKpAupDIETgB47JFIcXwhF8zXoGes6+GUIaRREF0YQCATh+Q73b/sBAj8EZf7g8ifqGe0d/WQRHx1lGdsJiPgW7mztMfRD/Q4DNgIt/Pf2ZfgtAEAH/gV++1Dus+ZJ6Jfw0Plr/hz8QPVU75DulPLG92z7Yf0c/hL9/vkb9tnyW/AT7+nxDfyJC9kX7hf7CSP1OuQq33LnKPhkCMEPLQv3/tnzA/Ej9xwAtQP5/aDyZ+oq7IT3WAV+DawMCgaz/7795P8VA70EUwTgAgkCeAPKBycNuQ/yDJYGkgFxATcF+wjNCbYHpgRYAlcBMQEaAYEAT//c/aj8IvxN/FH8xvoD93ryWPAi8z/65gGgBXoDG/0t9qHxbfBQ8uL2Sv1mA44GtgV5Amn/rf26/Aj8Ufyp/rMCJQZdBrkCn/3y+uz8OAJEB1AJJQg7BRwC3P9b/+sAxANHBikHSwZ9BO4CgQI7AycEKARGA7ACZgMVBYIG1AYbBu8EMATRBCQH/AktC3sJ+QU3Aw4DcgUPCYsM6w47D6YMZweXAXH+AQAiBegJqArvBq8Bef5//ioALwHIAMf//v4k/pX8tPrI+X/69PvO/N38Rv3x/mEBPQN3A/4Bvv9J/ib/qgJvBycLKAw5CksG4AGl/tv9hf9HAocEjAV7BV4E/wHO/nH81fxQANMEOgetBRkBYvw5+mr73f6lAvkErQSqAXj9svo++4z++AEfA/ABWAD//6EAyADN/7j+7P5SAFIBlwBc/tD7ufkz+LX3IflT/AH/Of6D+fnzhvGr8tvzofE87frrMvFk+aX8hfYa62bj3uTB7LvzZvWy82DzCvaN+GH3rfOt8qH3Yf9BA2oAA/uK+d/93gNdBj8EiwDS/gkAawJ0AwcCR/9V/UD9Uf51/5kAGwI9A5oCRACF/nz/ZQI1BCkDCAEJAd8DlgbhBU4CRwByAzoKpg4rDIcEf/67/98HZBHaFjwXRxVQE8MQTQywB3sHng1MFZQWAw8sBUQCRAi+D5APIQbD+rD2w/w7B/4MWAln/2j2/PJf9Iz3Gvvs/lgBXv+r+Azys/Hf+AoC8gUyAv76w/Zg+D39cQCk/7j8QPuU/NX+av/t/T/8Kvxz/X/+bv4C/jH+Yv4D/ST6iPja+t//7AIPAe78J/zLAJcGbQcSAsr7UPtwAkcMahEqDoEFJP58/Lz/oATCCXsP9hNlEpoIgPya+GwBbQ+KFeINNf/k9VP4CgLgCDEG5fvQ8ZPudPKD+PT7nPuW+GnzeOyl5svmnO7u+E/9E/gb7iPoxOou88D61/yk+bf0p/Gk8ZLz0/XQ98X5fPsI/Pf6VPnD+I/5V/oL+pz57/r5/dT/of1T+Lf0w/bj/OMAUP6Z9zD01/goAj0HYgI698DvBvO7/uEJbQ2yCbkDL/9R/FP75/4jCUYWcB2XGLkLdAJvBRoSLh1iHc0TJQokCbIQBhmtGjkVPA7vCr8L3A2PDzMRZhJ5EI0JlgAE/GP/DwdhCwQI8f8K+on65f8gBXcGCgTIAE//of/X/+P+7f2j/oUAKwFQ/7X8/vs6/cL96Puh+X/6EP+UA88Dwf/I+xP8OQCPA94B9vtm90P5ygCTB4AHpQAL+Zz2BPqz/7MExQiPCzkKXwJU9/Dx+vhqCXsXmhgbDQEA9fzTBYURABWfDREDSf/WBFINohCsDJoFAwD6/KL7a/xnAAIGcQj8A4b6rfLg8Zb3Pf5YAML8/fbt88b1dvrt/SL+t/xx/Nn9DP/L/kj+Vf99AYUCqQHmACsCJARSA4v+OPli+Fv9wwNEBbv/r/cz9Nb33P0M/035+PE78JD1Y/xU/qj61fWY80vzk/L/8d302/uyAWH/QvTO6Hznp/LyAfgJfQaC/en4N/0HBi8L2giIAob+j/9yA+wGAAkECv0INQS4/H33QPlLAUAJbgpmA+74EPKn8nr4Zv3O/Jb3s/Le8Tz0QvYw9p71ovbG+N75HvkR+C34xvg++Kz2WvYJ+UT9Jv9I/OD2UfQC+KX/2gRFAwf9/fjI++kCVwf3BLj+/vrx/DICnQa/CL4J7QmJB/MBDP0D/5gJRha1GkASLwPb+Z/9SApoFEMUYwyyBScG2wuRELEQ5w2bC58KfgkQCIsIQwyCED0QYAm2/wj6CPwAA0oIIAdSAOD4VfUt9mf4JPlR+I/3UfdX9h/0k/IB9OX37/qm+k74Z/dq+dL7Cfvx9qbzbfXz+/kBGQIT/Ir1zvR8+rAADAFT+5L1u/WN+zsBnQH3/Jn34/Tj9Hz2ufmx/toCuwGM+d3uQ+rc8L3+bAnVCGj+ePO/8Br3FgDTBPADQAHQAFsDNQfmCtANEA9wDTgJdQVKBgwN/xWXGukWag1GBZ0EgQsGFG4XxBPCDIoH8gUkBv8FZgUyBeAEpQIQ/qP5y/j2+7n/YQDz/dz7w/xP/5L/vvvo9kH2R/tYAQYC7vuR9Nry5ffk/WD+Hvn880T0L/nH/dT+mP2j/OL7OPnC9LTyZ/dUAZMIpAVE+dbsf+pF9F8CPAptB2P+LvdX9oX6gf9IAmgC+gCH/6r/nwIICB4NJQ6zCc0CHf96AmoLwhNPFekObAWK/zsAEgVeCXoK+giXBgQENQEB//v+OAEsA/ABwv1H+t36+P58AvABPP4E/OH+RAWECZAHgAHz/WMBSQl9DtgMhAcSBQsInAyWDUoKjgbPBWoHQggMB8oFrgZwCC4HTAGx+tn5BQGICicNBgX+92XwcvMG/XwEvwSS/yj63Pc3+Cr5vPkw+on6Kvov+XD5Ef29A7gJZgrDBCT9C/qG/okHrg58D3MKpAP6/sL9TP9zAuwFqQfEBaIAjfsI+k380v7H/R75y/Sj9DH49PoD+WPzdO+t8av43/0k/GD1w/AF82f5Hv3s+j/2qPSD9yD7vPvP+az42fkv+wf6QPcL9yv8zAPuBjIBTfa37/bzHwBdCugKiALs+EH1zvi1/3gFIggRCHcGhQRYA7UDdAVGB2oHPgV3AjkCMQZcDBcQGQ6zBwYCigE7BiQMYQ8ND4UMKQmmBd0CMwIfBOAGVwf5A7H+T/vB+wX+MP6M+qT10vN89hD6mPl89LfvmfC/9lr8iPxx+IH1Bvex+uT7ffkI9zD4Rfwm/1P+8Ps2/AQAFAOEACf5GfTW98ICkwveCWz+1/Kw8Oj4xAOpCFUFEP5d+ID2c/ec+U38+/5HAOz+svuE+df62v61ARUArvpl9jz4fgAKCroOogz/BrECZwLTBVALABG4FFoUuw/uCYwHsgrjEC8VjBQ/EGMM8Qv7DbsO0wssBwUF+gasCSQImgHx+rL5Cv6OAkQCv/3r+Ur6bP0z/7D9+PpA+sX7lfyJ+n33e/eH+03/Mv3l9CDtl+309n4BVASy/erz0+7u8Nz26vsg/iL+oPxs+Qz18PHC8nr3i/y//T36xPVg9UX6FQDfAB77l/P28L/1cv43BeUGcASLACz9bft8/AsBoAd8DDcM+wbrANf+zAEiBhUHqQOT/xT/NQKoBJwCO/2W+fH64/4YAHH8Y/fW9Z343/vr+435uvh1+zn/HgCn/Wz71fwUAf4D+gJVAA8BAgffDfcORQhQ/0j8UQKRDM8SvRDUCPEATf1s/m4C9wbuCdYJVwbcAED8RPtg/sICNgTwAL77wflQ/SgDYQVFAc35avTw80D32ftfAEgEUQbWBAwAW/tb+6oBowrkD+oNcAfsAkQEEgmJC+wIkATGA5IHXQtBCqoE2/8BAL0D3AVFAyT+APuD+/X8DfwR+W/3Uvm4/J/92vq890T4KvzI/lT8q/bh8+j3BAASBXcCefrM80/zY/jB/sACdQO4AYL+1/qa+Av6jP8YBv0I5wVq/xH7X/ySAYkF9ASPAQYA9wJ/CGkMTgwgCWwF6wIJAvQCGQb0Cg0POg+GCgEEzQDKA70K8Q9pD5oK4gbPB2MLcQyvCKADrQLFBssKIAkEAnX7n/pW/sIAAv4q+H30VPW29y/3JvOg73Dwl/RD93r1zfF18QT2DvvP+rT0au5H7hX1kv1yAaz+Wfhq89HyJ/Yd+2r/fgFqADz89/Y+9K72/vxcAoUCy/2p+Eb3p/lT/Dr8kvn99qb2c/jS+qn84v1Q/tL8lPhF8ybxhvXF/ooGJAcXAfT6F/ueAb8IDgv7CJIHRArVDiMQggwuCMYI2A4EFbwVHhF/DGUM8w+MElwRKA6CDCkNJw21CSgE+gCzApEGGAceAqH78Pn3/t4FpAf+AY35YPWA+LP/+gTjBI4Ae/sl+PT2g/fC+Uf9NgADAAT87/bu9Mr3Hf2LAOT/y/y0+l37iv3J/uj9pPt1+VP4ovi/+qz+CQPsBOEBxfpc9P7zo/pRA0MHOQSC/lr8fv/qAxIFLgOWAhIGFwuFDK8ImAO6AgwH1QvCC7MGxgG1AaAFNAjpBfEAbP4TADUCVgDs+iD3wPiM/W3/Pft69ODxgPaV/iYDpADQ+an0/fT1+R4AwgTmBlYGKwPO/lr8tP50BV8MeQ5BChUDWf4B/3QDYAeWB3cE7ABv/xwATAF1ATwAFP52+/v40/dk+av9BAJ+Ak39N/XN747wnfXQ+QT63vcd9+n4w/ox+lb42Ph1/XIDRQZbBNkANQByAyAHRAfeA+wA1gFyBVQHDwUxAUEALgPcBcoDh/2F+EP5Q/5uAVn+0vYU8azxavf+/Aj+k/oF9obztvOB9RH4OPsZ/qj+fPs79ijzhPUF/JoBBwLH/U35r/gQ/CoA7AERAbb/u/8gAbYC0AOrBCUFBASKAKX8cfxFAjsLyRDADoMH0wFWAoAHBAyDDHwKqQl1C5INAw3zCc8HdgneDfgQIhDvDEwLAA3LDz8Q0A1SC2YLLA1YDVoKlgazBR4I9Qk4B38Azvpt+m7+owHe/7v5l/NV8XTzlff9+k78gfsO+ar1xvJ88hP2FvxzAKT/IvqU9MrzX/hg/jEBk/8T/BT6w/qv/Nn9q/0J/cX8n/wE/H77fPwa/8MASf7T9xDyLfJr+F7/GgHu/Ib3qfVz9yH5+Pd49Wz1JPmV/YL+Svvf95z4m/2/AnMEcQNbA+kFxQi9CDMGHgVNCJ8NEBBBDVwIyQaOCksQwRLnD30KEgfHB8kKaQxqCoYFWQAp/bj8hf5dAYoDCQPm/sX4nfTD9aT7qQH0Aq/+rPi79U33r/pI/Bj7AfkE+Ar4s/eu9mj2CPhZ+pz64ffo9NP1ivvJAcAC4/zm9IbxG/Wv+23/dv7k+3v7R/0O/rn7M/h79yD7RwCBAlgAwvzo+9f+vAJoBNYDsgOjBR4IegixBr4FCwgkDOEN4wpmBUECPgR1CRcNuQs5BsAABv9IAaUE9gU1BFYA3Ps3+Bv35/nF/9kEuQSf/ub2rfOM93P/qQWzBp4DMAA5/80AYwPpBVMIcAodC3gJswbABVQIYAx1DWwJWgMSATgFEAzUDlwKQgIw/Sv+BgJ7AykBt/76//gDqgXBAcn6sPZ2+Bv9JP+O/H34O/dj+cv7wvtC+nr6qP1bAUgCPwCd/p0AoQWACagIuQMB/4n+lgK1B+EJtgcaA0T/Rf4EAM0CfQRxAy3/F/lC9L3z7feG/a3/BPzc9GDvS+/w80T5ePvQ+XT2/PNd8//zQPUe91D5U/qN+L30evLu9N767P7L/DH2x/GE9J38TwOmA+P+Tfpm+fX6tvve+gP7ev64A2oGNQSy/+L92QCnBd4HcwZuBO4EdQfUCEcHyQTlBI4IvQxkDbwJfgVpBYIKvRCsEqMOOgjIBHwG+Ao0DhMOOgtyBxAE7wHNAbUD9gWkBQIBvPk89CX09/gq/hT/+vpt9dHycPQN+K/6YfsX+5f6jfnW9+v2zvhB/eUALwCE+6b3Lvlz/70E7QPY/Yb4GPnD/h4E9AQcApn/tv/NAN//l/z1+dr6mP59AcUAhv0+++H7yP30/cr7wvlq+ib9zP5H/S76TfmS/OEBDAUBBOIA6/83A8gIowyuDEgKYAiLCEoKiwzgDu8QoRHlD5EMnQqsDAoSexanFQYP0QanAs8ERQpmDfcKwARW/5b9o/78/4IA2QAmARMAxfwd+aX4jPx0AT4CW/3I9lT0v/f7/Fn+SPqp9HryxvQo+Bj5z/dY92P56/uv+zn4rfRH9Nz2Vfl1+Tr4Mfj8+Wb7H/rg9gv1+PYY+0H9BPt09jP05faX/LcAcAD7/Av6Wfq//RsCWAWDBpYFKAOQAMX/FgKLBucJAAnNAwT+Q/wSADYGRwlCBhr/2vg698L5B/1N/on9Gvxr+t/39fQn9Gz3Ff1bABH+gPie9QD5AQBhBLACyP2++67/wgZACzYK+QU6AyoEzwYFCDoHsAYxCIsK6QpNCNQEQwPqA6gE0AM/AicCGATwBQwFYAHf/ZX9ZwDiAo8Bj/yt98/2TfrU/rAAAP/N+8H5Lfry/E8BEgZdCU0JxwWAAXMAcATjCoIO9As7BU4AwwF8CLEOQQ8TCmsDdv8H/14A8gF6A3cEMgNp/vb3avTv9of9IQIwADv5e/Pk82z5cf5p/h/6QvZr9sj5tPze/F77rvpk+6z7CPrT9yf4M/xoAcQD7QFl/qL8eP2+/l3+4/y7/BT/OAI9AyYBK/6l/dYAjwUfCKwGwALh/34APASgCCQLqwq4BwQE5wFOAzwICw7EEDwOUQjhA88Ehgo8EAMRKwzEBdkC7wQmCWMLAgpfBm0C0v6c+8z5xfrc/X7/EPw49G7tSO3Y8wD7BPz19Znuq+xs8cb3yvmG9kjykvGX9PL3Bvmm+CH5t/o0+wv5+PV99en4nP2q//79RvvD+rT8Tf4V/dD5qvfP+A38E/7O/HL5IffZ96b6zvxm/N/5NPcN9rb2ffiP+i38ifw6+yD5hvh1+3IBJgfgCAUG8wEyAXcFIgysEI4QBw2WCe4IYAuND9oT2hYbF8ITDQ6tCVoKARC8FZ8VUw7WBDgAGANeCU4M6Qg+Atv9Tf5bARoDFgIiAH//EwAVAMP+qv2f/v0A2QE9/6j60/fX+AL8uf1c/N75iflX/MT/UAAp/Rr53vd0+jz+n/+S/Uj61PhA+iD9TP+t/2b+HPyy+Xz4zPmH/WABMALv/jz6kPgw/NECfgcUBxcDCgARAVEFXgm1CoEJaQd9Bd8DCQM5BNgHuAsNDAgHcP/p+sL8egLeBegCrPsW9hL2Cvoj/Uv8vfjb9Xr1rvbC91n4RPmr+k/7HPoV+PX3c/sCAdQEcQQ1Afj+MgCmA+wFLAX9AoEC/QRlCG0J0QaNAvP/kQACA30EfQPLAFf+Zv3z/VX/ywBjAfP/EPxG96b0WfYt++z+uf2v9zTxYO+b8336+/7M/uv7Ifp7+yz/IgPzBQkH6QWOArX+vP37AbUJaQ9LDvIGUP94/RMC9gdECd8E0f62+2b8Df76/VP8/vrL+pH6LPlj9yH35viy+v/5wvbn85H00vht/fv+J/2i+u75zPry+j35XfcI+Nj7aAC0AuMBpP8o/iT+1f5f/6f/1/+t/7v+bf1b/e7/awS8B+sGRwLf/Sf+uwOFCk0Ndgo0BXMCdwRvCbINBg/TDdsLfQpZCuULUw+FE6gVNhPmDFIHgAcTDgIWoxiNE6YKegR3BIkIygsSCw4HfgJV/6X9xfyD/OD8Ff3E+6P4jfUo9SH4+fsJ/QT6Y/UV89r0yPh7+3P7H/q4+Zr6IPvk+b/3Avfl+CH8Pf4C/lT85vqD+sz6N/u7+1n8X/zC+pz39fRp9Wf58/3B/l36EvQ48Sj07fkv/VX7iPb98tPy9/Ra90/5SfsG/TP9U/uK+V77+QHiCTINGAkcAXr8tv98CAcQYhF7DTcJdggOCy4OrQ9sD1AOtwx/Ch8IzwZKB30IKAgYBb0AHP7g/ocBvAKTAGz8e/mv+SH8Zf79/lP+mP1H/df8s/sZ+tH4XfiN+OX4Sfne+YD6mfrF+bb41fjF+i39f/19+gH23/Nw9gv8OACu/177ZvcU9//5FP3t/dj8lfsL+8n6n/qV+6j+qAJzBPsBOv01+3L/BAilDkMO2QemAVsB8QY7DUMPrgwLCYEHBAiRCC0ItQf/Bx8IVwaRAi//yP46AU8DxAGx/Lz3tvb2+R3+fP9s/Wb6Jvki+t77Bv25/cz+cAD5AcYC+gIvA7UDYgQgBUIGCwjbCUEKWQg1BYwDSQVSCfELLQrFBND/+P47AjYGgweTBWQCAADj/oP+zP4qADgCAgOdAKL7j/ff92j80AB5ACf7x/UK9gP96QVmChwISAJL/tf+aALTBWkHqgeEB/UGrwVzBL8E7AYOCXYIjgTf/+H9ov+dAh8D0f/9+kL4GPmi+9H8afvP+Av3i/Yt9hT19fMt9AL2MPgy+bn4kPdx9kb1x/N68pHyhfQL9/P3aPYf9PPz2vaL+on7nPgc9LDx7PJZ9nD5Bvt8+2H7n/pM+bL4ifrR/t0CXgPQ/8j7FvwMAqQJ3QxVCasCJ///AeYIuw5OEFYOiQu/CTgJ4QkcDNMPQRO7E0UQOgu6COsKsw94EkwQkwqKBUsEGwaVByEGIgIi/iL8HPy4/Ab9Ev0d/b/8U/sU+VX3Vff4+OL66vst/H/8Dv0E/b/7G/oL+ov8DwCPAWb/UPsu+WD7ZAAiBLID4f8Q/Nv6HPzn/d7+Bv+1/qT9gPtH+RL59PsbALUBcv43+PnzV/Ua+zIAXADe++b2hvWD+KL9PwIXBf4FDwXTAuIAcgFjBdsKVg6eDQ4KlQc3CTwO2xK/EwQRyw37DKsOmhDMED4POw2SCwQKQQjfBsgGzwdFCG0GWAI5/nf8jf24/9oAhADb/9D/y/99/tn7svnq+SX8sv0k/PX3RfTt88L26Pmx+uX4ZPbP9Db05/P48y71Ufdu+Jz2lPLv7+Txpvdx/Mr75/XE77fupPN8+h3+rvyA+E71F/Vp99X6UP4pAY4C2QG7/1T+ov94A0kHWQhLBocD8QJBBX0I/wnlCIoG1wSCBN0EEgXpBHAEQAPOAHX90fqI+pn8D/+l/8v9+/ok+b34t/gu+NX3Pfml/Ov/WACe/av6BPsy/woE1gXyAy4BvAAFA7UFmQbbBU4F2QVdBlEFDgPeAUMD0gVNBjoD7v54/XYAOwVEB5cEb//n+zr8Mv/YASgCMAAd/fz5k/fZ9sL4Ef2mAbYDRAJQ/zH+dgB2BAsHtwbuBGQEYga7CTAMggxJC/kJjwkICugKwQtADOgLNgpaB30EBQNPA1AEowTwAwYDhQLBAXj/qft6+In4KvyLAP4BZP9G+1j52PqC/S7+EPxJ+VH4Vfl/+on6SPpQ+239Q/7r+6b3O/Ux99L7f/42/Mz2UvMo9cz6Z/9w/6T7wffV9vv4P/z6/tMA5wHBAeH/Hf3E+8X9iwIdB50I5gZ3BOoDpwX2BxcJ6QiZCBsJTQpkC+QL3guGC9IKuwm0CIgIeAmXCjwKjwd9AwkAZf7w/UT9Hfyt+9L8Zf7c/Qr66PQl8sHzGPhs+1X7t/hk9jT2k/e8+OX40fhA+Zb5nfiU9rn1EPiV/IH/zf2i+KX0m/Wf+ub+Wv5h+Uv0LvNQ9oL6a/xT++X44/az9Qv1NfX39vn5F/wE+9H2gvKe8ff08fkG/fL8jfuT+/f9RQFmA70DfQMlBAoGRwj/CTILWgyMDVAOfQ7aDmsQKhOnFUwW7BTOEiwRCBC3DmANTw1HD9YRAhIZDs8HFwOrApoFZwhrCBUG2wNhA/kD+wMMA4ECTwNKBBUDHv8B+0T6ef0vAS4Bw/yY9xv2LvmN/Rv/mvxI+FH1GPXS9gH50frt+777sPli9hz0MvWH+ff92/5q+432M/Tc9Zj5Tvym/MT7mPvg/L7+BwB/AMcAWAHwARsCHALvAhIFjwepCKkHxAX6BA0G1ge8CGcIxAdjB3AGwwPQ//78m/1OAesEBgUSAdj74/hp+aT7AP2u/Nv7zftL/E38xPsO/CX+2QCqAZb/w/yr/GsARgUjB6AEcwC3/vcA/AQoB9kFZAI4/5P9L/1//ab+qwBYAqEB0f0A+cz2A/mn/ZkAXv8m+0r38/V59tf2GfYg9S71Xfav93f4KfmD+j38DP02/O/6fvvX/jUDmAXCBHwCrwFhA/IFQwc9B5gHYAknC18KTQZyAYH/3AE4BqsIOAdJA+j/t/7n/sz+BP6P/RH+oP7l/Rf8Ovva/Of/UQEm/8P60vfF+JX8vv+H/1D86fj79/X5MP2e/yUA0v5A/Gb5rfd/+Pz7LwAMAgAAm/t3+Bv52Py2AF4C/wFxAdwBsAKzAsoBQwFRAqYExQa1BwEI5QiDCpAL1Qr9CDoIDgp2DdwPwQ89DpUNlw7ID3AP7Q2JDb4PABPKExoQsgmjBJsDlgVUB7cGcARzAl0B+f9P/Xf6rPl2+4L92Pw3+cn1Avb8+RH+Zf6d+iH2xfRd91X7Z/1u/Nn50/dv9274MfpA/OT94v1v+3D3d/S29NP3BvuE+wb5w/Uo9MP0SPZN94/3jfd499X2XvW58/zycvMt9A30PvNF82T19Pi2+/z7c/qD+df6tv0EALwACAG5AtIFHAiYBw4F5APmBkQN9xJGFA8Rjgw9CvIKBA2jDnsPChAEED0OXwouBmUE6QV9CLYIYwX/AFP/uwG8BV0H3wQ4APf88fwQ/+UA/QCS/3L9Cfur+FL3Lvgg+/f96P03+kT1q/IY9N73tPqj+mv4MfZV9an1WfYg9zr4hvkx+pz5S/iS9xz4Hfkn+fb3+Pbi97/6tv30/oz+Rv5y/14BSAKtAUYBLgM3B4IKPwrDBpgDLQSWCJ8N8A/dDj0M8AkzCGIGxgS3BNQGdQmwCT4GNwFv/sX/IgNoBHsBbPyD+S/70f91A30DnACi/c78XP4sAQgEHga6BncF8QIdARsCSAZkC/8NPwxvB/0CqQGAA0oGuAckB2QFgQPZAXYAu/8iAHsBkAItAmsAqP4f/nn+FP7T+3r4HPYT9q/3Evk4+df4LPk2+qP6o/li+Cb5rPzlAKMCwgBZ/cj7mP1yAe4E0gaKB60H3AaKBIwBIQDbAYEFngeyBeIAMP2i/TEBxwMyAir9X/ja9on4Evtj/B/89Ppd+Zb3VPa69hL5x/sx/Az5DfTl8Cjy+/a5+x394PqV9/n1q/Y/+C/5TflY+aH5p/nx+Pb3v/es+Pz5tfrY+mn7FP0Y/9P/ev43/EH7tfyK/7UBYgKxAigEpQYzCE8H4wTHA/gFdwonDqkObAztCUMJmQrGDOAOyRBlEsQS3RABDWYJaAguCjAMewusB1gDjgHNArAEVgQUAbv8s/kU+WD6evxg/jX/Q/6T+4b4Wvdh+YT9qgAwAFP8P/hv9476Cv+JAesA2P6T/bn9Of4Z/rn9BP7k/hj/vv2n+676ofs6/Xb94vs9+pz6+vz+/lf+LPsE+BT3CPix+Mz3nfZq95P6rf3t/Sz7Pvgz+Ib7BAAvA0QEAgQjA74BRABOAJoDzwnOD+URMA+3CtgIXgsCENcS/xESDyQNxw3oD0wRiBDLDTkKBgcuBVEFNQd4CQUKqQdLA57/F//TAVsFkAY7BO3/afxa+z/8ef32/a/95Px4+0T57/bG9Xz2LvgA+ej3x/V59Nf0w/Vq9W7zhPHN8Wr0Hfd693T1ZvN68yz15fUK9CLxdPCA8zD40vrM+fv2o/Up90v6BP2o/tf/1gC6AMv+Ovzi+5b/2QWoCt4KGwcYAzACfwQ9B6AHTAUrAmoAywCcAosEXQUnBMAAX/xt+QT67v1IAoMDZQBJ+zn4pPls/isDFAXpA3IBkv8Q/97/zwGfBGoH1QgnCEcGFwWzBUEH3gewBuIEVgR9BbMG/wVUA98AzQD3Au8EmgR2AgIB1gGkA3oDBgA++4n4Yfn/+2z9d/xt+iD58fgB+QD5+/kA/SYBmgMiAqr9B/ra+lUA9waTCsgJ1AYvBXwGewmcC1oLKQm5BowFOAZaCMAKyAshCt8F8AAL/sb+IQIsBTEF1gFQ/Yv6+vrB/boAGwJgARf/R/wU+nn5ufra/Bb+R/0q++f59/py/cn+Vv09+m74m/lj/Kj9yPtL+Dj27vby+O75dflS+Rv78/02/2r9BPoE+AX59vu+/nYAvgELA30D+AEz//D9lwBzBq8LgAydCIADYAGsA0cI1gumDHwLMAreCXcKWAvhC3ILeAkhBuMC0wHTAzsHvQgCBsr/jPnM9nD4P/zX/jH+4Pom9zH1vPUF+In63PtB+/f4UPYR9Tv2Efl5+7n7EPqC+Nz41/pj/Nn7yvlx+Ff5svs4/Yz8iPoe+ST5kPkB+aD3GPeo+HX7Ov2M/DT6H/hA9+D2CvYs9c/1efha+5/7V/jv82Tyw/U3/JUB1gJNAOP8ZPuc/Hz/iwLsBGgGKwfEByMJ1QseDwcRARC6DDAKVQtQEPYVQBicFRwQngumCrIMQA8WEK4O8QsICcsG2wWpBtwI6ArxCnEIDwVOAx8E8AU8BjsEowG/AOYBHQNOApb/Hf3S/Hn+HAAwAOz+nP30/Gn8RPvQ+UP5SPof/Fj9YP3u/Ob8+Pzi+y75SvaT9fj3s/uk/Q78JfgF9Rj1Vvig/Jv/KgC6/n38wPp8+gv82P50AXkCwwHWAKwBvQQrCBsJTQaDAU3+Hf9AA30HtAgzBtwBWf4Y/db9Yf+FAHAAtP6f+6D4o/eB+dT81/7n/Tr7vvkS+8v99P5S/d76xvoF/lwCkASaA2gBogAEAgQEzwQ2BGsDVAN3A8YCIAGf/1D/+v92AEgAPwBbARQDUgOHAKL7u/dn91/6sv1I/lP7o/b88jLyTvTw9yT7Q/zA+pn3C/Uu9U34afyr/s79dvvm+gv+kAPVB/gHWQQ5APL+dQEFBvAJfAuACs8HlwQwAs0BsgN2BpAHSwWXALH8YPxs/7ACEQNeAET9ZvzB/f7+Mf7O+/j5FPp7+3n8Pfx++0n7p/u2+/f6K/qU+mn8U/6l/h79Kvtc+sj6MvvO+n365ftE/4UC9ALk/5z7mPmh+3gADgXRBlIFIQKV/2P/4AH7BcgJhAumCmII8gb5B/gKhw1kDb8KYAhHCdUNRBMDFqAUpRDpDFcLHwxZDs4QHRL1EOwMhAe4A8QD6QaJCScIpQKV/AT6v/vR/pD/M/0r+ir5Ufpm+4/6WvjS9hT3MfiI+Lj38vZk9674UPlt+OX2g/YN+Fr6ivvX+jf5Fvi+90b3C/bi9Gn1K/iq+3L9M/zO+IH1JfQX9U33RPnC+V34m/XR8pHxs/Ks9ab4wfmg+On27vZs+aL8xP3F+534p/ex+ngA7AWcCCUIzAVUA1UC7AM0CKUNexF/ERQORwp1CVQMLRBDEVMOswn7BpMHkAkBCvwHUgVCBBcFHwbQBVwEDAOCAhYCBQG+/3z/qwD+AXsBoP4t+6n59/qK/en+Df4r/Cn7fvvW+7z6bfjM9pP3jvq+/Qn/0f0q+8v45/fD+N76Nf2I/tb9Jvvc9xv2IPck+tT8Xv0n/FX7pvyW/9wBswF//1L9Ev0t/9AC2QY2CtUL8goKCEMFNQWrCIYNKBCMDh8KigZlBgEJTAvjCi0IegVqBG4E5wM2AlYAiP/K/wMAh//M/qv+D//r/pz9AfzI+7L9iwBBAs0BOQB+/4sAhQLNA9kDqQN8BC0GHQfEBV4C6f5+/az+TAGvA7wENgRWAq7/Tf2G/PH9ewDBAev/cvsJ93X1GvfF+cj6aflS97n2P/iX+v77vvtm+vf4NvjG+Dr7c//wA1AGGwWGAeb+AQCRBFQJ9wr+COoFkwSYBUoH3wcvB1cG7wVEBX4DAgFN/0T/DwDz/0b+Qvyl+7v85f1B/aP6vPdw9gn3MPht+I/3ffb29bj1DvX+84rzs/Qo9035hvmM9470IvI+8QfyLvQY97P5o/o4+WX2hPSK9T75IP1y/qn83Pnj+M76IP5tAJcApf95/xIB3AOIBicIdwiHB6YF0APMA/UGnQzHETYTWRAUDHcKKQ0WEnwVWxXMEmwQtg8ZEEAQrQ/JDtwNawzzCfgG1gRiBOMEqwTQAi0AgP6V/nv/gf/6/c77X/of+mL6Yvou+ln66foJ+/H5B/jO9on3+/mX/N/9dv0F/Ff6zvis93P3o/jp+uP8Hf1p+0f5tPhL+rX83P3R/Ib6zPiJ+B35RvmC+Gb31fYd9wr4gPmp+y7+tf+u/iD7gPcd9zv7kgELBkoGmgOHAXkC0gUSCZEKvwoYC0oMrw1/DukOvw8yEUgS3hEKEDMOpA0aDg4OXwyjCacHigeiCCwJIQgTBlkEmwNXA7oCrAG/AFIA/f8B/yn9Hfu/+W/52Plq+sL6o/q5+bj36/R58tLxcvMw9u/3V/cS9TXzZPNU9Tf3ivdx9kf1HfW19Rz23/Vp9T31OPXs9Kb0kPVi+Pb7v/0W/C34cfWQ9gn7wv/4AZcBtwArAc4CRwTgBEwFeQYtCDEJ2ggKCD8IzAlJCwYL8gjCBiUG/QaKB1kGygOaAQkBswElAnoBDADO/iX+p/3a/OX7fvsW/F39ff7a/nL+yP1w/dX9Jv9OAdADuwULBnYE3AH//0EAhwIvBVMGUQU9A9sBHgKNA/0EoAVqBa4EpgN/AqEBZAF7AdAAkf5s+4r5uvpu/rcBrwEn/uf5OvgR+on9CQCqAHAAqwCDAUsC1gLeA/kFbQijCegIegdwB5YJegzfDfIM+grWCQgKdArQCRgIYQZ3BQUFKgSwAlQB6AA3ASMByv95/W/7pvr0+lj7Afvi+Wr45fZe9Rn0z/Me9ZL3hPlD+Z/2UvOg8XPytvRu9oX2ffWU9Iv0NPUS9vj2+ffP+PH4SvjE95T4y/rY/N38r/p5+OL4i/xUAT4E/wPnATwALwBGAZcC7QOYBW8HjQhOCG0HkAepCcMM1Q6+DmANpQyEDSQP7g9MDxkObA1HDaMMvwokCDEGmwWsBQgFGAO2ADj/Ff9y//3+Pv3s+h75Wvhc+LL4IPlt+Q/5cPfX9MvyF/MT9uv56Pu8+q33YfWD9Wz3J/l1+bL4BPjn9/b35Pco+Gz5Qfsn/A770fi19xL5rPuc/Db6zfWf8tryzfXu+FP6CPpE+cL4XPj49zb41fl6/J3++P4C/qj9bf/dAg8GiQebB8QHGglXC4INKg+pEGAS/RPGFI8UHRRSFCMVcxU/FL8RWQ9gDt4OrQ+ZD2YOtwwpC8gJcQhbBx0HzQduCIEHfASlAEX+qP7sALcCQQLO/yH9vPui+9D7hvv0+p36d/r5+QD5Svi5+Bz6DPtO+kv44/aW99n5ePu3+vj3TPVw9Ff1sfaE9/X3jvgq+ff4pPcz9jj2R/g0+x39OP1u/FH8kv2M/zoBUAI4A0QEIAVSBQAFAAXwBWoHUAj1B9oGIgZQBr0GTQamBIoC+gBBANz/T//I/q7+z/4//lb8tfn+9074Avoy+4/6t/iN91n4ifp3/CD9Cf1V/U3+G//7/lb+b/7e/6EBHALKAP3+lP4KAP4BnwKOARkAxf+zALABngGQAIT/Ev/U/vz9efwk+936ePvh+z37xPmJ+Gf4Rvl/+pb7lPyc/Wz+j/4Q/sT9tf4LAb0DYwV3BcwEuQTVBYkHwwgFCakIVgg2CAIIjAcaBwMHGweuBlQFlAOaAgwDQQTFBLsDrQHr/zn/Nf8H/3L+/P0L/if+Z/2s+w761fn++gv8fPt++db3Gfj7+Zb7Y/uw+Tf4Mfg0+ev5uPlA+Xn5Wfri+nT60vlg+ov8Af/o/8v+LP0j/VD/XAJfBLEEPwRTBDUFKAZ/Bn8G/wZQCMIJVgrTCREJGgk0Cq8LrgzsDM4MvwzCDJwMQAz5C/wLEAy7C8IKdQliCMEHRgd/Bl4FQgSEAxUDmQLZAQMBUwCy/7v+TP3T+wz7Nfuy+4r7bvoP+Xz4DPkI+l/6s/ml+BD4Lfhn+B/4YPe99qX27vYm9zH3YPfe9zf4svc89s/0vPRU9mX4Kvnk94n17PMe9J71/fY995f2B/ZE9jT3MfjC+OD44PgS+aP5mfrO++/8kP2P/Vj9sP0d/14BlwPvBFEFXgXnBTgH9Qh9CmQLogt1CyYL+gogC5sLLgxsDBEMOwtcCsgJagncCOoH6AZoBp8GEgf0BtwFKAScAr0BdwFXARIBrgA+AKX/q/5t/Wz8JfyA/Nf8fPx1+3H6IfqF+vL6wPr8+U/5VPn1+ZT6rPpI+tz50/k9+uX6g/vo+wf88/vh+xf8xvzI/ab+5/6M/iD+Tf5H/50AlwHQAYoBbgH8ASMDTgT5BBEF7wT1BDUFhwXKBfIF+QXPBWMF1ARlBE4EfQSOBC0EcQPTAqMCogI8AjEB+v9s/+r/BgHZAc0BFQFxAG4A+gCmASsClgLuAg4DzgJlAkQCmgIUAyADkwLcAaMBEAKWAnQCkQGZAFYA2gB4AYMB7AAtAKr/Y/8h/87+gv5Z/k7+Rf46/kn+g/63/pX+Dv6B/WP9zf1Z/pX+X/76/b/92f0x/pH+0f76/h7/Kv/9/rH+tf5Z/1IA2gBuAGf/sf7j/rL/QQABADP/l/6v/kz/vv91/3T+Pf1l/DP8ffzk/Bf96/xl/Kr7A/u1+sb69frl+nz68/mZ+YH5eflJ+fH4q/i/+DH5wfkQ+u75gfkv+VL5Avr++tz7R/xA/Br8QPz6/DD+dv9EAGQAIQAVAKUAtwHJAm4DqQPSAwwEvQPqAYn+dvuN+wcArAYVC2oK7wXNAUIB9gMOB1YICAhjB2oGHAQFAVAAxQSlDNQRZA/ZBjD/Yv4hBNEKAw3yCVoFoAP4BbwJMgsACS4FzQL/AmEEBgVnBF0D0wLpAkMDdQPOAg0Ad/r785jxo/c8BGIO3gyz/+fxYvDi/fcPCRizD4/9Du+R7fL3AAWhCyAJHQEJ+b/0QvbZ/V8Ivg5KCqr7luy56HTzmgRpDwcNTAFE9n3zrPhv/5cBRf6Z+UH4WvswADsDAwOqAEX+JP1W/SD+1/49/3j/2/+tACECDASpBdIF7APZALj+G/9oASYDWQK//4L+QgH9BtUKDQgK/5P2oPa/AGoNwhHUCKr3CumP5bruD/8qDSgQmgTt71reJdtE6KX8sgoHCs/8b+2M5nXrjvaV/j/+qfc68ZrvevJZ9mL4l/jL+CL6yPvz+/b5Qfch9p73rPo4/dz9o/y6+qf5hfpJ/XsA5gEvAEr8XvnA+hUBMQkUDvEMTAdMARf+Mf66AOgEiQkeDC0KOwSy/rj+ZwUNDooRRQx7Adz4JPim/rQGPQupC48K1gnvCIUGvAKH/xf/KwI+BwkLmQqzBVz/ivsn/AoAggRBB0YHAAUbArYA6gH0BMwH3whKCMIHVQmiDfcSORZ5FccRSQ6/DQEROxcxHh4iFR+dFPUHlgAfAScEiQEX90jr3uY77Df1AfnK8zPpb+Bg3pbi2egT7Ufuce4E8HLzA/fF+Gr4Z/dw9x35s/vf/Zj+2/3g/Dr9/v4MAN/9qPgu9Kv0qfokAt4FcgO0/M/1QfLJ8pr1aviT+pz8tf3C+s3xcube4F7mOPN//df+k/q8+aoBRg/MGigffB3yGksc7SLZLEQ2ojtDOxU2SS95KiopqSmhKCQkUR31FvISBxGyD5kNKwqpBQsBrf2J/Jj92///AfQCXwL6AD8ATAHBA9sF3AV1AxgAAv6f/jsBQwNWAqL+A/tW+sP8xP+dAKL+OPur+M/45PvH/9YA2/zQ9SPx/PKq+Uj+yfrk79nk++Bx5TztrfIN9DXzaPKw8ov0Fvjw+4b98fsl+rj8+gTVDjYUjhLoDJ0IEwhxCOwEwvyh9bP2QgBsCckH+/nb6Zzjzurz963/PPxI8ern3uYr7aDz+fPU7lPqHeu77zfzEvNF8aXwT/Fb8RLw9u6E7yvxEPJV8dPvue4+7jPuDu9j8fXznvPK7gTpbulI89v/wwE18e3V38MRy4jo4wZSD338fd7IzBnToOml/WAB2PU46GPm7fPTB2MUuBLkB5L/mgFiDMgXhBwcGdMR5gzwDT8Tfxe9FhES5Q3gDGoNVgypCDUELAFTACUB2gIoBX8IGA3tEF8P+QRX9Nvl+OBt5gTyOwBDD4waCBr5CfHyB+ZI7g0GvxsuIX4WwgeRAUQH0xGIFvQPOAJd99n2q/8LCkUOCgpeAI32ifEK9Hb8iAS4BZj/Afkm+ZD/qwSuAl38G/o4ARUPwhvsHx4ZEgsZ/lr6OAKYEN8cUSCjGLwI0vlH+VAO2y3oPNEm/PTszFLRyQEDOeBLDS1H9o3RftdI/s4kwC7rGaD8v/C1/nwZCixVKl0YhARL/OEDkRTCIXkhfBPSAV75yP81D8AbgB35FcIMLgg7CfUMHRA1EW8Q5w6tDSoNFQ3SDGMLZgeOAAH6kvn4AWQNrBCzBvv38vPzAPkT/BmCCofwFOHT6LIB6RiSHhgRgPxF8Lb0nAZXGkQjKxvMBXDuAuEH4+jwmQCYBwYB1PBN4aLbv+AF6bHrBedR4WfiGext+Gn+Svmw7GHiu+KO7Sv6BP8B+rDx6+409TsAowd6BQn7cPCI7jT38QLmBnT+gO965eDnrfTAAhgJpQQR+X7tWOhH7JT2j/9v/gbwFtsgzX3QJuRU/C0Lxwlk+3/qgOIr6ff6TQ1UFlwUeg61DfoUFh+rI0YeuxGKBRMAQgLlB5sLogrZBRwAIvxG+0H9VQASAp0A8Psw9q7yqvNj+E/91f6I/HD5CPmZ+9D98/vf9efvYO+K9Z/9oQD4+0H0+vBE9Ub9gQLYASH9M/jb9S73vPtSAWcEcAJu/Hn2YfRf9gv5Rfhr8nTpd+EV3pbgpucP8Pn1hvbc8frrgepB8H36AAN1BQwDWAGeBXwQHB1nJCQicRg5DrIJgQssD+4P8QzpCJEG/wU+BboCvf7V+j74Dvfl9sf36vmU/Pr91/wc+mL4UPnw+9z98/07/Sb9pf1v/Qj80fqf+3/+cQGdAicCjAFVAVsAov1a+kH5xftbAKYDMQMw/0j62/eJ+Xn9M/9S+wLzo+t26kXw+vjy/un+x/m181HxnPSs+yQChASLAib/J/6RARgI5w1/D6AMZwhIBvcGWghRCMsGGwUKBDsDSwKDAT0B8ACF/7v81vmG+B35Fvq4+f/3xvbV9/j6Iv5S/0D+Yvye++j8ov8qAh0DcQKHAfsBMgT3BnQIsAd0BdIDkASyB2ELdQ0eDUYLbQmQCMwIvgm6CvQKwgkDBy4DT/+4/JH86/5CAkEEgwPjAOT+kP+5AksGRAh2CFoIRgkvC00NiQ99EvYVGRj7FiATsw/TD38TdRf9FwsU9A1zCb0I/go+DcgMJAkuBH4AkP8GAT0DkwRwBGwDmQKFAugCFwPUApoCMQPOBJYGHgewBSgDXQGEARwDhASoBO0DkgNIBHUFvAViBCsCzQBaAUMD7wRJBWcExgJtAET9Gfqj+AL6Sf3N/0H/svub9/z18vf5+1z/XwBT/9b9c/3h/vIB0AVGCVML0wuEC1MLqQtADKkMnQwqDJ8LTwsyC8sKjwl9B0cFyQNMA24DfQMJAwwC1ADZ/23/mP/x//b/dv/L/oj+2v5K/yn/Mf7k/Cj8lPz2/Vj/sP+p/vv84vsR/Cb9F/4i/l39ffwx/Kv8k/1I/ir+7Py9+kT4bvbn9Yv2Uvf69hv1l/Lz8BnxqPJO9MP0rPPK8XPwtPCx8q31kfij+tP7jvxA/ff9cf6I/nb+nP4d/7P/DQAVAND/M/80/gz9Hfyi+2b7+Pow+mf5RvkW+mH7Mfzf+8j68PkT+vr62fsi/Nb7VfsS+1v7Ifze/PX8SvyG+3z7Zfyo/WD+Bf7A/GD72/ql+0r9yP5G/5X+Hf12+zD6nvms+dn5mfm2+HP3R/aP9W/1yvVB9l325PUC9T70KPTy9E72svfJ+K/5ovqf+2b81Pwe/Yf9HP7A/ln/xf++/xr/Lv6q/e79lP7S/j/+GP30+0b7IPtk++X7dPzR/L/8Ofyb+2/77vvC/E39Tf0H/ev8Hf1p/Z79x/0X/pj+Cv8U/67+Q/5f/iD/MwAuAeYBWAJ0Ai0CqgE6AQwBHAFIAWwBVQHTAAAAT/8h/2f/uf/E/37/D/+d/lT+Y/71/gcAZgGuAnQDmgN4A4kD+QONBAYFbQXSBQQGwQUdBZQEkQQOBZoFuQU9BWIEpwNdA2MDYQNSA4wDMwTgBP0EcASsAy8DIgNuA98DOAQwBMcDTwMjA1gDxgM7BJQErgRxBO8DYwMRAyUDowNLBLkEvQSjBNQERgV0BfwEHgRkA/8CqAIfAmYBlAC4//X+n/7R/i3/F/9C/hL9R/xs/HL9tf52/3j/I/8h/7z/twChASUCPAIQAuQB4QH5AQQCFgJ0AjUD9QMeBIkDqAIbAi8CwgJ3A+YD5AOYA2QDkAMBBHQEzAQRBSwF6QRCBKADgwP/A6gECQUYBREFDgXmBIAEGwQIBEsEgARHBK8DKQMFAygDQQMdA8sCawIQArgBWgHmAE0Alf/6/rT+u/66/mj+yP0X/Xr8/PvE+xf8/vz//Wn+Af46/dL8Kf0W/in/9P87AP3/fv8m/0H/4v/WALoBEgKbAZEAnP82/0z/b/9s/3j/xf8kACwAxf9Z/3n/PAAiAXQB9wAvAO7/mQDZAewCSAPrAj8CxwHNAT8CvALyAuIC1wIIA2EDrAPMA74DgwM0Aw4DQAOpA9YDdAOWAqoBJgE4AcMBZQK3AnwCzQHzADMAxP+2/9v/0f9f/7v+cf7G/mH/of85/3n+4f2w/bb9pf1w/Vv9ov0r/nr+PP6W/QT9yfzC/LX8rvzd/DL9Sf3Y/CT8zftC/Dr92/1p/QH8mvpF+kT72Pzl/ev9YP0p/cT90v54/zD/Rf6E/Yn9Vv57/4EAEgH9AEgAZv/4/l//SwAAAfcASgCQ/0n/h//2/zYAIQDI/0D/j/7F/SH99/xW/eX9FP6k/d78Tfwq/Dr8F/y2+3X7pfsx/KX8wPyu/Mb8Hv14/ZL9f/2S/QL+qf4V/+/+V/7e/Q7+9/4WANMA7gCTAA8Ak/8z/w//TP/Z/2EAeAD//1L/Af9T//3/bgBcAPH/jf9j/2P/dv+i//f/cwD5AGABjwF4AR0BnQBBAFwAEgEnAg8DUgPiAioCswGzAecB5gGOASYBCwFLAYkBWAGzAA0A6/9bAOMA7gBFAD7/Zv4o/oX+JP+N/2T/oP6f/e/8+vyz/ZT+9f6M/qf97PzS/Eb90f0d/ij+M/5i/pf+nf5p/jf+SP6r/in/fv+Z/57/tf/c/+7/5//0/0oA1wBIAVEBBgHRABIB2wHjAsMDOARCBBYE9QMHBE4EsQQjBawFUQbyBkYHDgdTBnsFEgVtBVoGLwc7B1cGEQVFBGsELgWyBVQFGQSfAowBIgE/AY8B0gHVAXgBqwCS/33+y/2b/bj9xP2H/Rr9vfyV/I78evxX/FH8nfwt/bD9yP1g/cb8fPzL/Jj9gP4k/1D/Df+O/hH+2P3x/T/+fP53/jf+5/2t/Zb9mP2q/cv9BP5J/oP+jv5l/jH+Of6r/nD/MwCiAKcAcABFAFkAqwAdAYABswHDAdgBJAKnAiMDTwMVA7YCigK0AgMDHwPZAlwC+wHjAfUB4QGEARQB6QAaAUgB9AAEAPL+bP61/mn/1v+c/+b+NP7q/Q7+af7D/v3+Cf/X/lr+v/1m/Zv9PP7D/q/+Af5G/RT9bP3B/YH9svz0++v7qPyP/d/9R/0o/Dv7CfuM+1T86Pwa/Qz9Bv1A/cL9Yv7g/gn/6f7M/hL/3v/5APMBawJRAu8BsgHmAYoCWAPzAxwE0wNXA/IC0QLXAsMCdgIhAhACTgJxAukBlAAG/yT+aP5w/0cALAAv/wv+hP3C/UX+a/4K/n79Q/15/dn9C/4I/hD+UP61/gn/Jv8P/9f+i/5I/kD+mv5P/xwAtADgAJ8AJADB/7b/DQCWAAABDAGtAAwAgv9k/8T/WwC9ALwAfwBbAGsAfgBeACUAMwDQANABsQIAA7wCSwIeAlECtgISA1sDnQPVA+oD0gOwA7ID4QMIBOYDdQP3AroCwAK3Ak4CmwEOAQYBdAHjAecBdwHdAGcAGwDb/5L/WP9J/1X/Rv/6/pX+Vv5T/l/+Q/4F/t79+f05/lP+Gv61/XX9lf32/Uj+Rv4C/r/9qP2w/bL9rf3F/Qj+Q/45/uf9k/2H/cX9F/5Z/pf++/6K/xMAYQBuAHsA1gCYAZECZgPeAwEEAgQHBCIEZQTmBKYFWgaaBjEGbAXcBNcEMQVxBUsF2QRrBC0EBQSvAwgDMAJvAQAB4ADWAKUAPwC2/yz/uv5x/lb+Tv4d/pj91/w3/BH8ZfzY/AH9xvxd/Bb8CvwW/BD89Pvk+/n7K/xc/HT8evx9/ID8efxp/Gv8kvzR/PT8y/xW/M77g/uW++v7QPxr/HT8f/yd/L380fzo/B39f/33/XT+7/5s/83/9P/n/+H/JQC8AGkB4AH+Ad4BxwH5AXQC8QIjAwUD3wLyAjcDZgNPAwUDuQKHAmUCRwItAiUCMgI+AicCzwFFAcgAmgC8AN8ArgAfAH//L/9Z/9b/PgA7ALD/2v4d/sX9zf35/Rb+Fv4E/uj9u/1y/RT9v/ya/LT8+Pws/R39y/xu/E78f/zO/PL8z/yI/Fz8cPy//Cz9k/3W/e397v0Q/nz+L//6/5kA4wDgAM4ABQGsAZECTgOaA5IDjwPPAz4EnAS9BK4EnwStBNME7ATcBKUEZAQqBOoDlAMvA+MCxgLCAqoCYgL2AZEBVQFFAUABGQHAAFYADQAGADYAhADNAP8AEgEJAfAA0ACqAIUAeQChAPwAVAFjARIBlABFAFgAswACAQUBxQCQAKEA6AAZAesAZADU/5b/x/84AJcAqgBlAPP/lv+P//f/rQBdAacBbgHmAIsAtwBgAScCogK2ApMCggKgAt0CHwNdA5QDswOpA3oDPgMPA+4CyQKQAj8C8AG6AZsBdQEoAbwAZQBOAGUAaAAqALn/RP/n/pX+PP7e/Zj9f/2M/aH9nv17/UD9+/y6/Ib8cfyD/Kz8v/yJ/BH8jftK+2f7uPvt+9L7dvse+/76FPs1+zT7BPvC+pn6rvoM+5D7/vsl/Ar87vsh/Mb8u/2s/kr/hf+T/7j/GQCuAFoBBwKnAiUDbAOBA4cDpgPvA0IEdgRuBEgEOARTBHEERAStA+MCTgIkAkECSALwAT8BfgAGAPf/IQA1AP//kP8X/7T+aP4l/uj9vv2v/bj9x/2+/YL9J/3b/M78AP1K/XL9Vv3+/JL8Ufxi/Lv8Jv1m/Wb9N/39/M/8tfyo/JX8dPxH/CT8HfxA/ID8w/zm/NH8j/xd/IL8Gv36/cz+Pf9J/zP/WP/i/64AaQHSAfABAQJEAsgCbAP5A1AEfASfBNYEIgVvBaAFpAV7BToFAAXrBPwEFAUVBfEEvQSWBIIEdwRhBDIE9gPBA5sDewNOAwwDywKwAsUC7wLyAqcCGwKOAT8BQwF6AaABdQHwAEQAx/+k/8T/0P+F/97+H/6h/Zn99/1f/mX+0/3U/OX7hPvc+6z8af2W/Rj9SvzF+wL8Af1L/kT/j/9J/+f+5P5s/0cAFwGOAakBlwGUAcMBHAKBAsUC3QLfAuAC7ALyAukC2gLRAtACxgKoAnYCOAIBAuQB5wHpAb4BUgHNAHgAfAC/APkA3wBeAKL/Af/S/iz/zf9EAEQA0P8z/9H+2/5B/7j/6P+r/xr/gv4z/kX+jv7D/q/+Wv76/cv94v0d/kP+Iv68/U/9I/1P/af93/3N/YH9N/0q/XP9/P2L/uH+5v66/pX+pv7x/ln/vv/6/wYA9//3/ywAjQD3AEMBZgFvAW8BcQF6AYoBngGzAb4BsAF9AR0BoQAyAPP/6/8AAAwA/f/b/7z/sP+1/7b/of9s/yD/1/60/sb+/f4t/zP/B//G/pz+oP7J/un+0v50/vP9jf1q/Xz9lf2E/UT99Py//MD86fwG/ej8ifwf/Pn7PPzF/Dj9Sf3x/Hb8PPxz/Pj8fv3E/c390f0K/ob+Kf/F/zsAggCqANMAGQGOASUCtwIfA1QDfQPKA0sE0QQSBe4EjgRLBGEEvAQDBe4EdgTfA3sDZwN6A3EDKQPCAnMCYQJ5AogCZAL+AXgBCQHfAPYAHAEFAZAA3P8+/wf/UP/l/1wAXgDb/xf/f/5U/oD+sv6s/mv+HP4B/jD+gv6j/lT+rf0S/ev8Sf3Y/Rz+1f0v/Z/8i/wK/c79Xf5x/iT+4v0T/sn+s/9YAGsAEwDF/+7/oQCBAQoC/AGMAT8BegE7AhQDjAODA0MDNwOJAwcEXARHBMoDHAONAm0C1gKNAyIEKASUA8MCRQJuAhgDvQPYA1oDugKNAvwCngPWA2MDnAIcAjgCswICA8UCFgJoARwBNQFpAVEBvADQ/+v+bP50/sX+7v6Y/sL9xfwd/Br8ovww/TP9cPw7+0D6Avp9+jv7tfuw+1D79/r4+m37Gfyc/Lv8nfys/Dj9Lv4b/4r/XP/3/vT+rv/lAOMBBgJPAW0AIgC2AMQBoALfAoUC7AFoARwB/ADjAMUAqgCiALEAzQDXALkAZQDw/5D/hP/W/0IAZAD//0P/qf6c/h7/zv8pAO3/R/+0/p3+B/+Z/9z/m/8A/3H+Tf6m/kP/sP+Q/+H+Cv6W/dX9j/4w/zX/jv6k/Qn9D/2Y/T/+mP50/u79W/0Y/U/95f2P/gb/Kv8S/+b+zP7S/vf+Lf9p/5z/wf/N/77/of+V/7n/EwCCAMIApQAsAJv/Rv9h/8v/HgD//1v/jP4Z/ln+Pf9OAAMBHQHTAJ8A2gB4ASEChQKaApMCoALUAhcDRQM9A/ICgQIZAvUBHAJZAkgCpgGKAG//4f4d/9D/TgAQAA3/wv3a/Mb8df1s/hL/Bv9X/nP94Pzo/Hj9Ov7U/iP/QP9b/5b/8/9bAMIALAGmAScCkwLNAtQCzQLRAtkCvQJwAhgC9QEbAlsCZQITAocBBgHLANkADwFDAVcBRgEaAfAA9wBSAfsBswIrAzED1gJcAh4CWwIYAxAExgTPBBgE/AIQAsYBHwK8AhQD3wI7ApcBTgFmAYkBVAG0AAQAwf8VALYAGQHoAEEAjP8j/y3/iP/r//z/j//U/j/+M/6d/gn/AP9x/r/9av2t/VP+5P4G/7f+Rv76/db9qP1v/WP9vv1i/tL+pv7l/RL9v/wV/bv9Jf4U/tj9+f26/sr/lADQAK0AkwCtANAAygC3APMApgF6AtECTQJAAXkAoQCqAd0CXgPXArMB0QDZALcBrgLyAkoCLAFfAFMA6QCeAfIBrAH6ADwAx/+k/6H/gf8z/9v+oP6A/lr+C/6i/Vj9Y/25/RH+HP7N/Vb99Py4/KD8ovzA/Ov8+vzU/Hz8Dvyp+2f7WPt5+7X76PsB/Pn7zvuS+2P7afu8+0788vxz/aT9fP0y/Sf9q/2u/rj/PwAGAED/cf4l/oz+Wf/t/9H/Jv+O/q7+q/8ZAUUCtwJhAp0B9wDlAI8BqgKhA+cDYAN5AtwB4QFRAqUCegLqAVoBJgFhAdIBJQIqAuMBhgFSAVsBhwGtAcABxAHJAccBrAFeAeMAXAAEAAkAWQCoAKIALAB///T+yf79/l//xP8NADsATgBSAFwAkAD5AGQBcgHoAAoAjP/u//8A3AG1AZYAaf8j/9n/twDXAB4AVf9e/2QArQFCAroBigCf/5//bQBeAdIBnQEUAaIAewCXAM4A+gD9AM4AdgAVAMr/mf9v/zD/2P6M/n3+tP4A/y3/Sv+c/1AANAHYAe8BkgEZAdMA4wA7AbUBEAIPApsB4wBHABYAUwCrALoAUwCn/xv/BP9c/83/5/9w/5j+1v2b/Qf+zP5+/9z/8//6/xsAXACkANoAAAE7AcABmQKGAxgECAR+A+8C1gJUAx4ErQSTBMQDlwKJAeMApQCQAFwA3v8U/zT+iv0+/TP9Hv3M/GD8Lvxr/AD9nP3//SX+QP6P/ir//P/FAEwBewF0AYAB3gGiAp0DegTZBH0EdAMqAkUBOwHmAYsCYgI3AZz/b/4t/ov+xv5L/hr9yPsD+w77nvsk/DT80/tY+yD7PvuA+5v7dvtA+z77k/si/LH8Gv1e/Zj90/0R/k7+mv4H/57/QgC/AOIApwA8APD/9P9FAKIAwgCTAFAASwChAB8BdwGGAWgBSwFGAWEBoQEGAn8C6AIfAxwD6wKoAnQCdgLOAncDNgS0BJ8E7APdAucBZgFmAa0B4wHDAToBbQCc/wf/u/6S/lH+5P1p/RL9/vwp/XD9qv28/a39sv0E/rT+fv/3/+H/cP84/7//FwGzArIDcgMGAkgAaf8bABkCKATrBOMD0AEkAOH/5QAiAoECrAEtAN7+Of4c/hz+8/2t/XX9WP1B/R799PzU/Mv81/z0/B79R/1y/av9Cv6F/vL+IP/+/qX+QP4C/gr+XP7b/mr/AACoAFIBwwG1ATQBqgCXACYB/AGFAnMC8gFxASIB4wB/AA0A5P8zAMUAIgECAYgAGAD8/y0AYgBHAML/G//d/mP/kADVAZACdwK+AeMAdgDDALIBxQJyA3QD/AJxAjACRwKKArMCmgJQAgcC7wH8Af8BxAE1AVYAPf8q/or9r/1j/u7+i/4q/Yn7l/q/+qf7mvwY/RH9yfyO/IX8oPy7/Mj82/wh/a39Uf67/rr+aP4r/mL+F//f/yoAsP+3/t/9p/38/V/+Uf7B/f38aPwl/Af8y/ta++j60vpJ+yH86/xM/Tr9/fz3/G39Yv6N/3wAzgB8AP//+f/IADsCpwNuBF8EygM4AxoDigNUBBUFZwUVBTwEUQPfAi8DEATlBB4FlwSyAxIDHQO4A1EEZQThAzgD+QJBA68DtgMxA3cCFQJHAskCHwMAA5ECOAI5AooC3wL0ArQCQgLTAZQBfgFrASMBnwATAMT/0P8PACUAwv/b/sT9+vzS/Dv90P0u/i3+8P3H/fb9kf5j//3/BwCB/8j+bP7R/vH/VAE7Ag8C3wBy/7r+GP8QAMcAsAD9/1D/OP/N/6EAFAHRABUAiv+o/1kABQESAV8AVv+r/t7+3v//AHcB+gABAGb/rf+oAKQB+wGUAeMAlgACAe8ByQIYA84CPAK7AXcBcQGVAdABEAJKAm0CUQLHAcMAk/+3/pH+G//k/0oA7v/j/rL99fwA/a39j/5E/5n/hf8e/5z+Rf5C/nz+sv66/qL+mv7A/v7+F//Y/kv+tv1w/aX9Ov7h/kf/Rv/1/pj+fP7D/ln//f9lAHgAVgBFAG0AqACqAE4Ay/9w/03/J//X/o/+tP5P/9v/tv/D/pX9+vxk/Yb+lf/U/yD/+v0g/fX8TP2t/cT9jf04/fr86/wB/RX9/vzA/Iv8l/zu/Gn92P0o/mD+i/6g/p3+gv5p/mz+l/7X/gH//f7Y/sj+9P5S/6T/rv9v/yr/Kv95/9v/DwAZAC8AagClALAAlwC2AE4BPgIGAzIDuQIGAqYB3AFzAu4C8gKCAucBbAEsAR8BNAFjAZsBwQG7AZEBYAFJAVIBaAFyAXEBawFbASgBvQA1ANn/5f9KALwA3wCXAA8AjP89/yb/Hv/6/qX+PP7u/ef9H/5i/mD+9v1K/cj8zvxZ/Qr+YP4k/oT96/yx/OP8T/2y/eX99v0E/iT+V/6c/u7+Q/+I/7D/wf/Z/xIAbQDKAP0A7gCwAH4AiwDQAAwBEQHsANQA5QAMATIBXQGkAQYCYgKnAtQC8gIGAxQDNAN+A/ADZQS2BM8EwwSwBLAEwwTJBJQEGwSEAxQD8gIVA0YDRgP2Am4C+AHTAQwCZAKHAkICuAE9ARwBUgGRAXsB/QBiAAkAEwBLAGQAMgDF/0z/9f7e/gb/T/+T/8X/6/8BAPb/rv9B/97+uP7b/ir/bP9b/9L+7v0M/Yb8c/yV/KP8hvxi/GL8jPzM/Az9Sf2T/ff9aP7I/gf/Of9//+H/RACFAKQAwgD/AEkBaAE1AdoAsQD/AKMBNQJVAvwBdwEZAQkBMQFvAawB4wEJAhYCBwLnAckBvQHBAdAB3AHKAXUBwgDT/xL/+/6z/7cAOwG6AHj/UP4E/qL+iP/o/2r/Xf5t/Rj9Yf33/Xr+rP5v/sv9Af2I/L38hv1R/ov+Iv6Q/Wz94f2g/jL/Zv9k/3//2/9TAK4A3QADAT0BcgF6AVoBSQFrAZoBgQECAVYA5f/W//z/CQDf/57/bP9D/wP/o/5Z/m7+7v6K/9b/pP8q/8n+uP7u/jb/bf94/0z/7P56/jH+P/6i/hf/Uv87/wD/3v7s/gH//f4A/0z/7v+QALcAOwBz//T+D/+f/y0AWQAfAMf/kv+B/1z/A/+a/m/+r/5B/+T/WACEAGEACgC8/7z/MgAAAdMBVgJrAjsCDAIhAogCGgOJA5IDHQNLAncBBQEoAakBAQKtAaEASf9D/vn9VP7p/j3/EP98/s79YP1h/c39d/4g/5b/wf+y/5D/hP+V/6f/q/+w/9v/NQCQAJQAEwA5/3r+NP5o/sv+B/8B/8z+gv4x/uf9uP2z/dH98/30/dX9pP1+/Wf9UP0y/SH9Q/2o/Sv+gP58/kX+Xf45/98AvQL8Ax4EXQOXArYC/wPpBW0HxAfXBlUFKwTqA2sEBgULBUQEDgP/AXcBWgFCAd0APACz/4//0/8+AIUAdAAEAFD/pv5s/uP+1/+6APoAdgCY//3+A/+Y/1AAxQDOAJYAawB/AMcADAEiAQgB3QC/AJcANQCH/8b+X/6O/hD/TP/L/rD9oPw9/Kj8ef0a/i3+wf06/Qz9dv1X/lb/IQCWALkAnwBzAHwA+QDeAcACFAOaApIBiAD6/w8AlgAoAVoB+gAlADn/mv6C/tr+RP9K/7L+q/2//F38lPwE/Un9QP0O/eb86Pwe/Y/9H/6X/sb+t/6m/tH+Qf/L/zYAZQBoAHgAzQBxARwCZAINAlcBxwCwAO4ABQGZALz/2P5N/h3+C/7Q/V392/x9/Fn8ZvyP/Lj81/z1/D39zv2f/mP/1P/0/x4AtgDDAdYCZANAA8UCiALlAqYDQQRHBLkD/wKBAmUCjgLDAtoCqgIZAjoBXgAGAHkAgAFtAosCqgFKAEP/Jv/q/wYB+AF/ApoCWQLbAXIBiQFFAksD9QPmA1gD3wLTAhUDRgMiA7QCLQKvAUYB/QDdANkAwgBhAKv/4f5p/nf+5v5b/4j/b/85/xT/Ev84/4z/CgCZAAsBRgFhAY4B4QFCAn8CfgJeAlMCaAJtAjkC7QHvAXkCMgNIAxkC6//h/Sb99/1c//r/Kf9j/b/7/foV+3770vsF/ED8lfzy/En9pP0c/q/+RP/B/xwAawDHAD0BwAEqAlgCQgIJAuYBAQJQApoCmQIwAo4BCQHQALQAVgCE/3f+q/1k/XD9WP3Y/Br8ifte+3b7b/se+8j66fqv+6j8F/2l/Mj7avsT/Gr9jv7b/nT+Bf4c/sD+k/8nAEoA//9m/7j+NP4E/h3+Tf5R/gr+hP3r/HP8R/xu/NH8Qf2S/a/9n/2J/Z79Cv7L/qf/RwCIAJwA9ADsAXIDFAU0Bn8GHgajBaYFZwaZB5YIwwjvB20G4wTqA7MD8AMIBIcDbgIjARwAjf9S/yz/3v5J/nL9lfwc/E78Bv3F/RT+8/3I/f79mP5K/8r/CgA8AIsAAgGOARgClgICA0EDKwOnAtIBAgGKAIUAvwDZAIUAu/++/gX+5f1N/rr+n/7N/ab8yvuk+yv8BP2+/QT+y/1k/Uf9uf2O/lX/u//K/8X/4f82ANMAuAG3AnoDtQNsA+MCXgL5Ab0BsgHSAfUB3AFoAboAIgDW/8H/h//O/pD9R/yV+9D7sfyQ/ev9uP1D/ej82PwX/Y39F/6Y/gb/b//o/3sAIgHTAWoCpwJTApQB5QDDADQBuwHJAT8BeQDl/5L/M/+D/pj94Py9/CT9mf2G/bX8kPvY+iP7Y/zc/a/+f/7K/YL9SP7n/4MBVQJEAu8BDwLdAvIDnQR8BMEDEgP9Ao0DSgSaBEQElAP9AsICwgK3AnQC7QEgARYACv9g/mP+6f5P//L+zf2M/Ar8kvy5/bj+Jv8q/zb/jf8cALQAMgGYAekBJwJqAtACVwPQAw0EFQQWBCQEEgSgA+ACKwLcAfMBHwIBAngBrQDf/z7/y/5f/uT9av0a/fv84fyd/Ej8Ofys/IH9SP6v/q/+gP5R/jr+UP69/p//3AD/AYcCRAKkAVoBrwEqAvwB4AB5/8v+Uv+OAIEBgAGkAJz/Gv9Z/xMAywA0AXEB0wF5Ai8DsAP+A1AEyARABXEFQQXmBLkE9ASDBRIGPgbkBUwF8QQiBa0FDQbQBf8EEgSUA6oD+wPwA0YDPwJgAdkAVgBt/yL+9fxQ/BP8xPsp+4v6Wvqr+gz7BvuO+hD6CPqZ+nP7M/yo/PH8Rv3I/W7+BP9V/0P/3v5l/g3+4f25/W399Pxl/OT7hPtN+zr7Kfv3+qP6cfq5+pD7ovxk/X/9I/3j/F39ov4YANwAfgB7/+H+ef8LAZkCPQPWAv4BdQGAAdkBBgLSAWkBFwH9AP8A/wAIATEBXgFAAacAyv8b/+T+A/8E/5T+uP3L/Ev8fPws/dH99P2S/SD9Kf3b/eb+y/88AEQAJwAqAGUAxQAXAR0BqgDF/7r+9v28/e39Jf4O/pX94Pwn/Kf7mfsH/Jr8w/w5/Gn7Mvsh/M39Jv9W/3f+Yf0G/cX9U//3APMB2wHaAK7/Tf9IAFgCaARaBd8EwAM0A8oD9QSpBWkFpQQtBE0EpQSrBDMEgQPpAocCKgKJAZMAof9A/7L/kAAZAdYAEAB//6H/XAAjAW8BLgHIALoAKAGnAZ4BxwBv/0D+0P0x/un+Nf+Y/jf9vPvU+r/6Uvsq/NT86fxN/GH74PpG+1z8Yf2n/RT9Lfy5+z/8nv0e//b/4v9H/73+mv7b/m3/NgAMAaoB3AGvAVgBDgH5ADQBtwFKAqACfwLtASUBfABCAJcASwHqAQwCmwHdADkAAQBYAC8BRQI4A74D2wPbAw0EmQRnBTAGmgZnBq8F6QSHBI4EpQR6BCQE5wPEA2EDcAIUAdD/G/8V/17/UP93/gr94fu5+3H8A/1u/In6BPjl9TT1v/Z2+sH++QBj/wz7j/dI+H/94wMkB2cFwgB7/Xz+BQOWBwUJ8gagA6oBDQLTA0wFbQVcBAkDXAKrAqwDugQoBZMEVQOUAoQDFgaJCL0ILgalAroArQF6BOMGKAcvBVACNQCc/w0AoQDsADEBkQGmAQAB2f/v/rr+5P7B/hz+U/3e/Nf8/fz7/I78j/sh+sv4U/gv+eX6H/yi+375Q/fG9n34D/uP/Dr86PoH+kj6NPvr+x/8QPzU/K/9Fv6w/TX9xf2Q/zcBFwES//38Cv27/1sDhgX5BHAC3P/p/vf/HAL4A5oE6gNuAt0A0P+h/0QAQAHTAYMBjQDW/y8AlwEVA4kDsQKKAWwBuQJfBN0E1QOKAp0CRwTlBY0F/QIBAL7+wf+UAUgCIwEG/2T9+Pxh/cH9mP0G/YD8V/yf/DD9uf3F/RT97fsd+0T7M/wY/WD9Pf1H/bn9J/4I/lP9lPxs/Bv9Tv5m/+T/tv8g/3T+/v0K/uH+aADvAZkCIQIoAbcAawH/An8E7AQCBKICPAKVA+cFbQf3BvIE6wIwAgMDsQRBBvoGmgZjBfUDDwMoAx4EMQVkBVQEoAJ4AYkBcAI3A0ADlAKPAYQAvP92/57/qv8K/9D9u/yV/HD9fP6v/qj9Fvw0+6/79fzO/Zv97Py9/Er90P17/Vb8Nfvs+qH71/zk/VP+Fv6B/Rj9R/0c/kr/ZQAvAaoB0wGGAbkA2/+z/7EAWAJ9A0kD4AEbANT+Zv7I/rL/1gDmAZwCyAJFAh0Bvv/Y/gn/UAANAksDWgM+Aq0AjP9D/3j/lv+E/6L/JACRACUAwP46/br8pf04/zUA9v/y/jH+Sf7e/h7/ov7B/RT93fzo/Ov8w/xx/Pb7YfvU+nH6Pfou+kf6nPoj+6z7//sW/B/8Ufyx/BX9Vf1t/Xz9pP3x/WP+4P4y/xv/i/7Y/Zv9QP6t/0UBYQK0Am4CAQLhAVgCaQPMBPwFhwZrBhsGGQZ3BsgGnwYZBs0FPgZHByoIJwgjB80FGAV1BXAGDgegBkAFqQORAjsCggILA1cD3QJYASz/TP2c/Df9Tf67/uX9JPx9+uT5cPpY+6L7BPsi+uH5g/p4++X7ePuR+tX5j/mW+b/5LvoY+0X8Cf3P/Mj7uvpL+pf6afua/Bf+jf+FAMsAogB0AGUAWABFAHAAHwFKAo8DZwSNBDME2QPYAwEE4wNgAwIDiQMbBeAGhwdZBvkDDQL4Ab4DAQY1B9oGnQV3BOcD1QPyA/sDzAN6A0UDVQOVA8QDuQNpA8MCxwGxAND/G/9m/v/9pv52ABwC1QFs/8b8//tB/dH+D/8Q/kD90P2k/3cB/AELAdv/5/9rASkDygNJA6sCnALOAq4CNgLTAb0B6gFeAiID5AMFBEMDIQJ6AdIBBQOCBLAFJAbBBdoEAgTAAyoExQTCBKwD/wH0AHsBVwNMBSUGZwU7AycACf0e+2b7qv01AOwAD/8W/IX6fPty/Zb9yPrs9iX1xvY5+r/81fz6+qv4NfcM99z34viH+bP5nvlY+cP41fem9mP1fPTR9OP2ufkL+2z5HvYB9K709faI+ID40/e891345fid+KD31/Zv9775hfyl/Sr8nvnL+NH6x/2i/nH8aflf+JD5XPqZ+J71UvXP+V4AbgO1/4T3D/GG8RH5zQJrCLwG3P9N+Yr3y/qb/y0CTwG9/l799/7QAkQGAAcmBQwDpQJnAzgDKQHO/qz+sgEoBtoIhAfWAmz+JP6qAp0IjAvZCZsFHgJDAQsDTgY6CdsJrQeKBFEDLAWDCNgKFwv1CaAI1gffB8YIPwq7C8IMEg2ADDIL+Qn8CXULIQ1NDY0LNAkYCB4JngvLDagNXwpGBYEB1QFEBsELUA7fC50F/f5v+2n83AAeBokJ0wltB+EDvADB/uv9C/45/3UB/wNaBVAE/wD3/Ef6LfpH/Nj+LQDt/xj/qf59/tH9jvx1+yr7jPs8/Cn9BP7l/Uv8Tvrt+cX7NP4a/xf+iPyt+7v7c/zC/Xj/6AB4ARUB8f8r/mL8EPxf/nACiQWQBfQC0/+w/b386Px9/jcBhgOwA6MBFf/N/TH+c/+zAKQBhQLcA88FTAdWBiQCFP1V+9f+zwRrCK0H2gTGAjQB9v36+K/1fveY/dAC2wEB+kjwFuwS8R370QDF+xzvKOWx5b/ujPeP+an1H/Fy7xjw2fCd8A3wlvBd8yH4tfxC/tj7wfeE9b32Qvr//bEA0gHuAFP+p/ur+iz7T/s9+pn5Rvtd/pX/9/w6+PH08vQk9zj58/nr+bf6Hv1+/5z+gfmZ9OP2OAJmD0YUPQ4SBbkCfQlTE2cZKxpyGAwXqRbQFiIXoheSGOsZqRoqGUEVdhGYEOcRIxHTC0cFbAOVBxcMJwoZAdz2wfEG8z33hvp++/H6Cvop+aP3kPRe8LftpO/+9UD8cv1b+bz05/Mu9qn3eval9L/05vaV+bv7jPyR+kv1z+9J74H1yv3uABz8bvPp7W7v8vWD+3L7tPZS8zH2Kf22AJr8Q/U787P5SQNKCIoGeQK6AcoFgQusDhwOyAzsDmsVEhxwHcwYPxNAEs4VLxnwGI4WchWzFZkTmgyeA8z+KAFtB1oLYQncAqT7nfZC9GTz9PJI85j1yPn0/FX7ffQD7b7qIO8n9tT6mfsl+pD4G/he+Z77Gvww+CzxqOxe75L3y/3h+9Hym+nR5ojrUvMH+Dn2ju8z6SXnquj46VTpPemh7LvxvPJf7O3iId/Y5V3z7/5BAgH+Tvh39w79NQW8ChEMDQzZDUwRABQqFYEWBxmHGiwYChMuEB0TaBmYHEwYHw4FBHD/UgHcBecHQAUGAN/7Dfqf+Kb1cPJz8sP26/tB/eL5RPUf8wT0JPbo99/4zviy97r26/eN+8n+Zf7a+k74CPre/qUCVgJZ/r/54fcr+iD/YwOFBBUDxAElAt8CngGg/mr9aQEBCgcSkBPYDGoCVvz6/4oLdhe1HCkaURRiEAUQuBEsFOIXAh1KIfUhkB/pHYIfXSKyIuYfTh0UHroheyR0IccUf//j60bqcQKeJvY57ylVAcnfl91f+PwYqCiZIJoKL/f58eD68Af1Di4OFQs3CWkFpftM767pvu+k+0ICYv7a9IXude+C9LD3k/Us76Ho/+aG7av6DAdSCaT9f+oi3RXf2O2I/NH+nfOU5XLgXOXU6h3pPOU27AcCZRiSGiMD3uOE1i3mcwYbHiYab/va1jjH7dgq/0Ye5CLqD1r39ug96eL0SAaEFvcdshiFChT9zPmmBEEZuyr1KTMSZvHo39HrrAs9Jmwnzw7P7W7aSOEL/ukduyt+Hn//ceN73ADv3Q4yJrwjzwhh6m3gTPG4DHAb1xIF+kff48xgx/XQzehwBscaIhpNBontsN6P3sPnefJl+pL+3f5P+630jew75lznxvO8Bd8NhAH16QTfM+49ChYYPQtO8ebhW+g0/kkVAyIhH/UO+/qN7tLv8f15E6QmnSnBE4TvONkC55sQ3zPsM9ER/+Y7zRfP3OgxDlEtNzUNIWL+HOVJ5pz/7RwBJ+UVxfj76Z734xXgKZ4ivgdS8Ijtt/50FqQmbifCF2D8lt8Uz0rVGfGLE+co8yZkE9384O4Q7JDwTPeZ/YkDnAhFCKL8tef/143dW/eWD+sPAPl94b3d/ey+/tYENf1D72blGucK9PMDag20DEwD0/NZ4xjdXuxADb4n/CKV/zvaltGA67cTdS+gL9YVMvDZ0bTKyN+DB7osXjkkJTf+fOGk5GsDkyIhKKsS8fjG8mQDdhmiIVIXdQUt+on7wwY/FmMkyynBHh8DFONR0PvU6ux1CQ8bdBrJDL7+7vh6+Ef1Se/p8H8AARO0FIQAeOjB4m7ytwYUDlUFQvYZ7dXvLPumBWwHtwA5+GfzrfLB9Zb/tBAVH3QbfgMt6rfnwwAbIdMuxyCeA+Lsjerf+0UVuSjXK/gadvvm25TOBd6lAk0kHCvEE5Lz8eVI9EYPiR5SFur/LO+O8FYAMhFaGAkTdgSH873pEe8cA6kaVSZfHYED8uUB03vS2uEW9rMD7QerCJkJFwU+9bLhQ9yu7OkEPA5zABfpoNxA4+/zz/7o+i3sU98+37frE/oZAOP8bfUt7InhcdtY5Bf+ohlLIQwNvutI1wrfMfw5GWAjixa6/L7ltt637JoKZinBNRsktPzd2bfUEvD6FYoqoiJMC5f85ANBGRQpRScXGJYIhAIeCKQWLSiwM18wIh28BK/3KgDMGg85fkk7QdQjugIf8Mnvc/cr/gcG0BMhIm0jfBEd97fnrO2EAXURchCI/9Tr4OPq64/6MALV/X3zP+tG6NTqlPO9ACgKLgWM7/DVxszf3tMB2Ry2HN0CIuO506Xdz/hIFEQhHxkU/4Pg+tBp3nMEtSvcOAQhXfP7zi/LTuWlBBMRjgZq9GTszPPmAp8OqBCUCFP60O1o7Lz5lw4qHfsawgcA7mneHeZAA1YjHDFZJiEPUvto78XlydxZ3XrvygsuHkIY2v6J5Y/eLu0FBGkQCgrr+C/s9ut99PT8XgAU/z36B/KY6Q7pNPbyCvYW6g019Pzc09p/8PIO7CErH2kL+/Mh5sbpbP6KGQoqTyI7AxbfVc8O4ukMlDLCOMMcrfQu3L7ePvI5BBYKJgVg/JP2lPgOA0YQDBfIEeICW/M57iH6nRJiJ8smrw0r7cLdLerZBtweOierI7EbphDU//nq09v03XTzNQ8eHTIT6/pk6Djo6vXjAuUERv3k8x/uR+yL7W3y2Pka/mL4AOk723bdivKZC6sTEQOS5mXTudX66e4COxNSE3sD4es32rrbKPR7F0IuqSVbAIHYD8395wkVYTNeMZoXGvzf7g3yHf4yCX0MGgf3/XP46/tcCJwX1x9CGQUFGPA47IoA2h/PMZMo0gzh80HsovTvAjYQURzOJ2YtUiQ8CvfpL9YZ23rzBAwwE0wHmvVS7LDuJPbx+5z+6/7I+yL04+s96yf29wTvCMX6G+RA2IDiy/ssEY4TigKi6vba0dv+62QDmBbKGmALYe8S2W7bIfrlIQU1XSRN/e/dltsQ9MoT/CYhJucWAwUX+k35av/tBSMHCAF89ijv//MVBz4dBCSLEoX0ruEI6VkE9R6uJwQddgoX/Dr1gvLc8if7MA8tKMY1dSuCDVjvvePN7dMAUA1pDRgGRv9c/Bn8sP32AoALThCqCVr6XPAM98QJAxf9EID6FeTR3TzrkAL1FNoXFgpU807fddgG5Eb+SRhAHocHbeK1y4nWmft3HzQplRRb8pfZqtev6X0B3RBcEvAJ4f6a9hP0/veJ/k//Z/QR41TapuVOAC8XqRgfBKLq/d886u7+FQ9RFB8SZA3GBX34bOi24F/s8wnRKBc13SdoDM/19+4+9KX7awAMBHAGgwOF+h/znfZ9BKYQrA6v/k/uOOyg+rINKRZ1Ddj5v+io5NfuAwGbElsb0RRE/3zmBd107cUO6CiIJw8LyugO2ibp8QqKKAYwxR8XBebwXOzz9UoGdRUQHbMZ8w3TApEByQpJFG8RiP+E6tvjpfLoC8YbCRcIBPnyh+6R9Mj8iQOKC5YVxxrNEeX5qN+X1TzlkwViIfQoxR2lDGz/Bfen8ULxMPjNAccDwfmb7DjqYfaWBoAM9gK98Z7mJurJ+JcG2wnBAczzD+bc3cLgWPGvCGkWyQw37/LSf85p5jIJUR2hFD72ctjtz+Lg5P06FIEZAA99/PnqnOIe6O/4yArZES4KGvzn9dH+GA8aFsoJAvFw3l3gX/SgCpQU/A/9BDb8Gfiw9sr3u/+CEXMmOi9uIdkDseqM5or3gBAvJMEtLy57Ji8YWAnTAmgI+hP6GWITXwSV+Qz9OQzCGR8a/A3t/5X5uvw9BVoOORSAEuQFnfHF4bfjO/miE+AdvA0y7bbTMtTs7fgMjBqIDpDzTNy81Q7hS/aPCsMUIhCL/szpjt9p5zT70QruCVb78O7u8soFBBeYFqYDMOz63zjkDPLU/kkF6wb2BbAAv/Rj5grhwe1CCHMfIiMCEjf5OufC4WPnp/VqCa4b/CLMGgEJw/oe+kAFyg/oDVL/ju9R6yn1NQQ4Dc8LHAM2+C7vnuzX9BwGmRXoFcgC0+aC1RjdVPqYGP8gCg1J7GXXeNx09WYPGhr8EaP+gusp4oDnqfmVD9UcChnCBprzk+7X+gQMwhGwB0H5KPaEA3EXESI7G50IKPcv74Pv9vI8+NMBdw4hFXEMqPYO4xThh/JTCw8d+CDMGOEJavl+7ATpafMyCdwe5CZ5Hc8MAgQBCeQT5RcQEF8COfhQ9rv7FAUKDkARegrX+sHqKean88kMxh8yHEIBcuD10LHdffwfFm4YdQNQ55HWtNkP7HQBKA7lC4/7IOWi1UjYN+3IBiwTOgtx+DvspfAcAEkLhwfd+PjtOPJxA90UURs1Fu4MDAV//Tb0oO0y8nUDoBbDHHIQg/oP6pbo/PSgB+wYtSMgJCwYLwNa787oavRrCpQb0R11FJALhws6EmoXXBWRDCYBZPfI8hD2OgG1Dl8UXQpg8/jdVNuq8CoQ6CEDF072w9Y1zVbdPvlpDUsO8/3d55vYwtfM5e37uw0vD7j9u+Sq1lfehvUXCrgNgAGY87DxF/1jCpwMfgF68x3vD/eMA64M1hHoFY0XVRHDAZfwB+oE9DMIuBgzG8sPxv708Bnr4O7R/FQSgSbQLBIf/wSk76jr6vfVCDwTChTXDy8NLQ9FFLsYlxlVFYcLNP6181z0tgKWFbgciw688hTe2uHL/DkbhibPFi344t/f27nqewCfEOQTAAnC9Ovh4tzL6l0DLBWuEmH9++QF2wTlwPivBVoDDfh18aX2pAHiBmsBrPYd78rtEvDn80P73gcVFRgZCA4a+XXno+Pp7fH9awqUDvsJ3P0l7cLeeNym6zMGdRyZIJ4Rivvr7MbrmvNZ/KwB8gPRBDgFRQbeCZoQ9RYQFoQJ4vVG6HbsQwHjFrYaIweI6VLY3uDF/NQXciCHE3X7mObz3h3ngPqjDvkWdAxz9FnfB93h7zcKuhiCEbj7YOkV6Mf1RwTVB8EBuPxNANUJDxGSEd8NJwq3BnsB2PsW/EkHERoKKfQpmhyMCiv+DPvu/iAHFxIXHOgdEBLW+/HnL+Rl9JIOOyLFJCwYBgcV+0b3LPnI/S4D2gYCBoABhP9EBkUULR+xGxUI7e+z5J3vjQh3G4kY7AAw5dbXLOAa9woObxhvEfj8+OWk2fTfffUtDAIUTga961XXO9j87GgEfQyKAanvEeZr6dvxQPW78Zvtje6p83f4Tfsx/vIBxgL0+7zuB+Rj5Rz0zAduFXEXuA+vA+33ke8W7qb2igdqF0kaiQs387/gZN9w7mcDCRNoGPsUrgxgA8v8+/smARsIRwqrBLL8dv0wDYEkRTIqKn0QzfcP8kECrBqeKJkiSQ3e9Sbpb+0TALIWFySIH30KJfHl41Ps7gSZG98e5QsO8WTiDulR/OYKIwukAWf5zfeD+fX4UvWB8lHz7PX99h73ZfokAjIJKAgp/ZTu+OVw6KnzbAG3DAcTlRILCg/7W+xR50PxdQWPFjIY3wiW8kDiud7Y5jX1DAR/DuAQXAoa/w/3R/jQADEHpwKR9H3pBe9LBmYg+ykSHNYBk+5o7vv+ixOaHqIZMQdZ8Irg6uD08kANMR/MGz8EyOhx3UfqMwQOFngSRv576srkUu2b+ef/If9I/J/6+Pj49Y/zYvRN9+f31fO57obvW/kyB5UP2AySAT31w+2Y7OXwWvpNCFsWTBwmFCUBaO8G67z2NArPGFsaXA+p/t3v1+fR6PTy1gKpECYUmwsM/zD6rAGtDYgQBQSI8J/m0fBNCmcinSkZHawHkPi9+MkGpRkqJkkk6hK5+cTm8OYn/BAZ2yhKH4ED1OpI5+z4JA8mGJ8PT/9v827w/PKp9jD62f1VABr/FPpd9VT1OPks+4r2hu2x5/fqXfYcA2IK5Al+A9X5ve5a5Wvjwe0iAtYVdxzZEeH9Z+6r7Kz3VQeCE78X4BIBBjv16efM5WbxBAT9EMIPMgSe+zUA1Q6LGXgU0wBJ7Ozl1PIgC1UgFyd9HfEK7/rP9lcBCRXYJRknNxRL9kPgr+GT+W0VoB9KEWP3aebI6Bb4zwUBCVgDXfvu9Fjw9e1v77P03/k6+kP10u9m72r0TPmv973uZOQO4G/ke+5k+RIC2gbDBRr9mu5R4YnenOoJAGsSqBf6DhkAgvRR8W72VwHCDmIZHxo9DUT4bOik6OH3bwm7DxEIu/xD+8kHHxnrIPQXsAN68bPs+/fvDL4gxCnsI8cS0ACU+qMGDh8SM2cyjxqr+rjoEPBXCFAdKCApElkAoPZ99//9sQQ0CZwKqQdTAAf4B/Sc9kr82/6S+w32hfQh+a7/2AEh/Yr0HO2a6cDpHe3D9KIA3gt0DhkEYPGL4ZLe8uka/LUK4g8hDAUDH/g371LtP/aVBxsX+RgCChn00OYq6hX4kAJxAPr0Wey08DgBxBLzGHUPBPxj6RHhaOcX+kkQox38GAgERu1T58f54RhvLaYnGgxM70nkTe43ASoO2g6IBsX7jPOR8MPzsPvwA9wGxAEf+F3xTvKL+Pr8Bvvu9DHx0/Ou+jkANwGm/sX65PVh7xnpVeiq8QkDxhJSFiwLHfmm63TpifG7/iUMIhYnGaMSkQRN9zj1OQLtFjMlHiMSE7UBQfuBAWoLHQ6NBkr7Rfbb/CEMORtwIRwbsQo692fq0+yV/ygYVCUXHEECA+wS7G8DMiAlLRQjEwxn+KDxgPbT/ywHoQlqBiL+RPTl7lTyY/xABfUFZv5L9efxXvU9+p369vW68BbvSfEA9cD4uPwtAK3/p/eL6UjdHdyz6Bb8qQrlDNUDOfZy6sLj9eOQ7E38OgxPEkAJc/aA5xXof/hBDUYYsROABYz5vvdN/oUEGgMQ+q3vN+uq8DL/IRF5HfIblgqS8d/g2+Ug/60aZSPsEkr3AueH7mQHfx94KNwgMBEjAy38T/2ABGENURJcD54FrfsI+X//KQnLDXYKjAOi/w8BnQSqBeUCwf7k+1n6APnJ+J/8CAXpDIkM5QC976Pjo+Nr7ub8TQh7DfEL8gMd91zqbuXP7bcAtBJoF54LaPg/7Nvvzf8REAkWNxC5BUz/dADsBVgJeQZn/ZvxpegX6ez2xA0CIGofqQm67FbdheZTAF8WrRjMB1/yKeju7ukAQRNhHUscFxJUBCT68fiRAIwKmA5SCfL+e/fK98j9JQOdA4QALf6s/i0AHgCG/kb9wPy0+lr1Ne9i7rT2cwQFDssLqP7N7r7kkuNi6UvzUv9aCtEO2wfi9jnl0t5M6ZX+bxAWE10GbPVS7fLyggDZC/EOGAujBQgDyASzCUsOVQ2qAhvw2t9r3xD05hKTJj0gnQRv6GTfKe3RBO8UchSuBiT20Oxs74/8Ag5oGzEepBUHCNT+u/8rCL8Ptg+lCOkAJf5+AOYD4gSgA40CzgIfA1ACugGhA0EHDgg7Ar/3D/Dq8ST9awpHEWAOdASI+DnusedL507vtf6xDjkVdgyo+IHmN+Ji7h8C7g/UD6AEUPh384b3+f9aB6kKWAnFBKoADQLGCi8VVRZeByHuitvC3qb3ShURI/UY2QAl7SbqvfZNCLcTixPvCNn5mu5h7tL6vw0bHJEd8BKMBY3/vQMuDH8QeA2uBoEBq/8y/2L+Dv52/2MBywCj/C74Z/g//k4EVAOA+b3siOXb5w/xSvseAv4DpAC29zPq3tyI19ffY/MsB3YOVAQS8OPfEd7A6UD5mQJEAmD7svPe7+Px/vipAVcG7gKw+fzzDPvKDbAeAh4QCCHqxtjA3y75FRN/HQYVowJe86DvzPcYBmgSzhXEDXz+w/Hw8JP9nA9/G14bFRO1CykLJRBCFekWkRVDE30QjgxKCLMGqQmFDqQPXwqlAq3/yQTODawSlA7VAyH5h/OU82T33/2DBtUOhRHNCXT44OXJ3YrmGPvRDZgSswcb9sbp9Ohv8Y/8fwQ/Bk8BPvgV8S/yU/wYCPsKFQF88s/tG/vvEkUjYx4+Bo7qbdxs4tn1bQmFEjYO6AD58qfsCfJEAFQOUhKQCEH3oep36x74qAYEDtsMZQj2BZ0GRAhjCWAKWAtwCswF7/6I+vP7MgEcBB4AHfc/8HLx+/lXAxUHhwOK++byj+tV5lnl6utf+kcK2hBJB6PxTd1x1xfjRveoBokJsAFu9n/uF+1F8r/74ATiBwkCs/e68tb56wg2E6MO7f2H78TxUAYsIOwtFCcvEe75VO2w74H9nA4AGp0Z2Q2o/lv3NP6XDi8c5hzSEFIBwPic+pwCSAqcDmgQ2hDCD1kNxQtZDWwR3xPAEKgIGQGw/5kEFwq/CVsC1PjD8+H1Zvw7Am4EVQMAAPH5avDY5b7gTOe/+EYLQBJBCKfznOES3M/jIvLb/qgE/gGr+MrtXuju7PX4SwMgAzz4fuzG66v4AAlcDisD+e915MHq7v/zFoAiaB0CDMz3LOoN6Yj0zQXIERAQxwHb8cXsP/ZWBtoQxA+LBsb8NPcI9tn3FvxqAtII9AtjCgMH3AbNCwoSjhMkDscFHQFsA6cJVg2OCiYDVvyn+bn6av36ABMGwQueDcAGevfD52PiO+ye/ygQ8BMRCq/5pOtX5ebnifH2/Y0GbwXA+nbu4uqQ81EBJwgMAsD06Ozm8jUDMhG0EVAEPvP26mHxKwM/FyQkFyQ4F/YDrvQe8jP9ZA1uFusRXwTs+MT3JQCuCncQwg/XCk0Ewv0g+eX4x/2mBGgIcQaKAbn/owSqDb4TwhFeCWsBrf/1AxIJ+QkSBooAJfy6+Ev1dPMI9xQBLgwpD+sE9vHL4SXeGuij+JEG7QtyB5D7Uu1W4z/juu1A/HMEOACt81nq/Oxz+YAEEgRt+P3rHup19RYGURBzDbP/ju9N5p3pYPk4D1IguCJ3FI/+S++R71f8CwpuDgoIe/2g9sX2FvwIAwYJVAxDCxsFRfwZ9gD3BP7WBGcFzv95+ir8agW1D1kTgA52BkcCVgRBCVcMEwwTCpgHYwMI/PDzb/Es+TEIlBQYFbcIHvcq6j3nt+3N+fUG8w+QDz8EgPPV5z3pP/ZbBFkIxf8r82ru4vWrAkcJGATV98juJPA7+08JpRJPEsQHbfcP6hPpAvgoEIsjnyYbGfAFPPpK+1sEnwydDosKswNB/XX5G/rt/84IjQ8HD8kGdPyg9zr7uQJZBpoCpPsb+aD+bQhSD5APpwufCIkITQmlCMkHyAmSDhARmwuP/rXxde6590wHzxKHE98JHfsm7a3kDuUu7wD/UAsEC9L89Omz33nkf/IR/af71PAw53XnIPHN+yP/Wvkx73fnDudA70f9VwoHDrIDju/p3TDbT+r1AXwTthWyCnb8aPRB9X77AQKHBcwEv/8E+L3x2PEO+i4GUA4kDcwEKv2r/HECqgeWBj4AKfud/K0D4AooDloOxg5sEOwQQA6aCggLtBEOGgMclhMUBY/5p/dY/40LThZeG4sYuA0k/gbxdu5J+S0L8xeuFiEJZvpY9Y37AAU3CIsCRPkE9IP2jP5WBnQIoALU9v3qxObN7gwA0Q+REtQEue5n3snd1OuP/j0LXg2gB9H/Zfrl+Pv6j/9fBMQF9wCy93bwePGL+qUEIQivAzL9lvsNAGkF2QXUAB77n/nM/CUBxwN9BckIhw3tD9EMPgaNAnAGBBAUGD8Y1A9yA8P4ZvPs9Gf9KgrEFIEVNAls9RTmAeX48X4CRwrlBHz4a+9v79/1hvtM+4n1Yu5l6k/s4vM7/dABlPy07qTg4tzg53b7owoqCy/9meo034rgtOtv+a0DEQjjBtIB/vuf+Z79agb5DRAOzQVV+wb3HfzMBeoLrgqhBTsDJQYJC8IM4gmJBUMDUgOnA54DTwW1CjMS2xbtFNkNoQfSBwQP7RgYIFEhSBxIErUF1/qj9xgAHhH4H18hABNI/g7xi/Jj/qEJUAzLBjv/OvsE/BL/6AAw/5b5KPIW7afukPd3ApMGi/7s7XbfON3k6KD69QYDB278me645AHiF+br7m/5bwH/AsL9pfar9L36fATqCY0GT/2a9a70afk9/hr/Hv1x/BT/wgL7Ax8C1P91/wYAov6j+o/3zPmzAXkKMA74ClYE3//gAO4GmA9AGOUdvRxiEokB/PKr8L79TBISIFQdsQx6+kXyc/aBAPkHtgj1A6r9o/kC+kX+wwJ0Av364e/z6Fvs3/igBV8Iqv0D7Pjedd606SH5XAQAB3gBL/eQ7CDmTudK8ID8qwQbBOv8wPZK+CwBbgohDZYIDALy/hYAPAJfAtkAawDLApQGDglXCUAJpgqpDCIMTwecADr9YgA2CGkP8BGtDyMLywZXBLIFywzmGC0kBCYAGncFF/WG8/oALRN9HSsaNw3E/+L42/lE/xgEhQTN//v4WvV6+IcAigaUAyb3wuiY4mjpkPhyBUMHBP1u7ZnhJd815ubytv8eB2cF3vrj7KPj4eSA79n7hAEW/rP2NPM+97n/YgajB9QEewFV/4r9O/td+an5KPyi/rf+q/yP+yD+ewNKB6kF3v5G98fzK/aJ/HsDZwivCUsG6f7N99v3OAPzFbMkyyQcFZb/p/F08gr/PA5PF2sWbw0iAub6G/v0AH0G7QWf/l/2BvVd/b8JBxDeCWP6EOyo6PDxCwEcDOUMrwPN9ffpUeUE6oP2VwWpDroMkQBE8lnrke9O+uYC7AMd/8D6qvt7ARUI2QtNDCYLqQmqB+wEpwKjAsUEdgYgBUYBlf6RAPgGhA2JD9ILDgXj/lv7LPv4/qsGXg8mEzMNZv9D83jzugJ7GPomgCUcFvQCrPYx9oT/LgzbFLgUNgxFAXX7Ef4+BREJXAR4+cXww/Fr/LcI4QwdBUv25+n95uTtZ/noAscFfAC29EvnDd9N4cbtZv1KBv8C7vaJ62noge2H9Er3wPSi8EDv2PGX9in7pv4aAScC5QBm/c359/h++3f+9P07+Q30NfMB+EH/eQSNBToD3f7++NHy+++39NEAQA2PEAgH7PZP7PDvwwA1FSoi5iFYFusGIvxN+94DrQ+jFhoUfwrNAS8BuQj9EG8R2wec+qfznPgzBuASHxZrDi8BFvZH8tX2gQGqDTAV3RJCBtD1l+sM7t36tAiDDjMKMgH3+p36ef0K/5n95vpm+bn57Ppd/Jr+GQKmBeIGzgRrAQoA2QFQBIkDZv7897n0OPZ9+vj+/wK8Bo0IQwUH/Ibx2+2n9d8E5hDjEMUEAPUW7MPvWf6IEIAdRx/TFVgH4fyL/EQFjw8tE4ENoAMf/sABCAvxENcMWwDq88bv8PWAAfIKBA3dBjj7wO7n5izoF/MCAiQLKAdw9/3lA95a4z/w8vqK/TT5W/OC8EnxbvPT9C/1G/Vu9KLyi/CU8HH0vfq2/7AAxf5//RD/CQJAA1oB3/0d+7D52vjU+Ln78QLKC/8PFwtk/zX1YfQO/ucL3hRhE3YIkfq+8aDzcQBXEv0fHSKVGNUKwwJ0BV8PcBeRFpgNbgQ9A1cL+hX/GWgTRwbD+sj2APsbBGYNNhIbD/ADk/Vr7Anvi/z+C44SuQua/HrvuOv58BL5+v0F/lv7t/hA9+j2eve3+Kn5n/i89J3v/OyE7/n18fv5/a/8nvst/V8AhAKQAs8BRgGn/w77vPS68Y72KAJYDSUQRQgO+1LxLPF0+oYHshBgEBsGSveh7CbtuPnPCz8Z8hoIEvgG4AIxCA8RtRReD3cFb/87AnUL5RN5FR0PMwSq+bbz/fST/YMJQBEKDt7//+6Q5hvsJ/u6CL8LVwM59orsBurw7E7xf/T/9Q32w/TI8uzxwPNd92f5FPdR8XjsbewR8Yv2W/mw+W76T/30AA4DgQNeBJwG5QelBJH8kfRP82b7owjtEv0TgQv6/ij2kfaFAOEOiBm8GYAOF/688h706gGVEzUegRyyEqIKSQsVExoaqBnuEfoIDAX7BwcPzRWeGGgVNgwwAGn3r/fPAWEPVxaJEAUBAvLo7GHzHv+PBysISwJ3+lv0I/F28NzxkfTD9k72AvO47xzws/Sf+SX6bfVp77TsO+4s8bnyDvNi9Kr3MvvP/N38Jf5hAmEHYgiZAmX4EPBD7/r26AJXDAcO+gYL+yDxmO9I+JkGgREKETwEzfIn6BHrevg0BlMLCwc7AK/+WQSGDNEQhQ7QBwgBvP2u/8kGjxDNF8YWrAu8+/Hw3fJBAF4PMBXCDb7+R/IW73z01fzLAlwENgLC/W74FfSu8rn0Cvgq+Z32vPKm8QL1HvqU/Lr67/aL9D/0EPSU8iLxGPKd9fv4o/lu+EP5IP9/CN4P/w82CPj86fTJ9Pv8bwmbE7oVHQ68AMn1/fQvAOkQCRyZGSYL+/oZ9LP5fQUEDrgOlArrB4gKIxF7F9QZ7BbWD1sHkQGOAo0LXhiZIDMdjA5K/W70G/nZBkcT/xURDl4BSvfe86z27Px7A3MHggZ7AIv4kPMV9ML3mPnX9rLx3O6r8PX0vvdk98H1PvW59ez0sPEM7k7tU/A/9Fr18vJb8OnxDPnZAvIJFwrGAnX30+0m64nxPP4oCoYNLAXs9TXq4eox+BgJ6xFDDbL/VPOg71f0g/tq/8z+cfzh+/H+YQVTDXYT+RMBDX0B2vhm+gUHHheAH/0ZcQq7+0P3UP5aCvQSrhONDZAErvys+AT6OwAQCIsMhgq2A6H9lfyy/yECXwC5+3/4Qfl0/Mj+9f6u/tb/ygHpAbv+EPpz95n4k/uy/Bv6kPUL86D1bf2KB48PgRG2CyoAjvTm7yH2VgRpEfETowmk+WHvvvEI/tUKuw8qCygCHvsO+bH6+vy//Zf8Wvrs+P36YQJvDUYWRRbEC/r8VPSl+HMHlxbmG7QU/Qbr+xf59v0wBjIN5Q/gDOUEfvvJ9fj2Zv2QA8gEIwH0/Cj8b/7x/7b9vfir9L7zxfQd9Qz0afML9S346vk++Dv0BvHd8AjzqfRY8wPv4OkO5zzpd/EB/uEJrA6RCC76Weyt6Fby/wIJDzoOBgIM9EfuufNZ/y8JXwwxCRIDj/3F+j772f3t/7X+Avq49Zz3OQIyES0b+BjICxT9cvey/mkNwxnKHFsWmAuRAh3/IgLzCYkSvRY8E5sJ+v9//FkAIAc4C8gKdAjBBzsJdAo1CQUGUgN0Ak0C8wBU/ov8jf3QAKYDuQMgAQX+i/ws/aD+EP8n/YL4AvJP7HjrsPK3ALcOyBPBC2T7su3Y60T2nAR5DDQJif6j9Jvx7fXI/a0E0gd9BsEBUPyS+U37ef8SAU782vLn68fuTfz7DDUWbxJOBW34BfTf+ZUFghCBFcMSEQofAKb6I/0lBooPjhL+DAMDivtf+pX9XwAwAHz+FP6W//YAOACf/Rf7yvn++En3kPR88tDyffWF+ML5lvgQ9sTzw/J186H1AfgR+GPzP+pF4WffvOgB+oQJyg3mBDT2h+wA7jP4QwNaCN4FAf92+J31j/dG/fkDDQgRBwICY/3F/WADzAgsB7H8aO9I6TXw9AByEUIYIxNnB1D9q/qIANsLNRf5HA8aRRD/BUoClQe4ETMZLxnyEvMLqQghCTYKhAmqB+MGJQgzCkQL4ArVCbwIGAckBCQAn/we+9/7vP1Q//H/ef/I/Qn7pfgB+UH94gJiBIf98O+F40LhHuwK/gIMOg6GBcH5IvOj9Jj7DwM7B40GlAHX+jD24Pbu/DwEKwcxA7D7r/es++4ECwvjBhv5JOrs45Lq9fkjCVYQFQ2wAsz35vI3984CMA/zFNoQdwal/VD8HAKPCTsN5wsxCCwFuwPOAl4BpP+F/k7+Y/5D/mL+kP+VAbwCLgHU/In3lPPw8Tjyo/Oz9aP35Pcm9V/wae1n8Gf5pwIuBHz6Yeou3h7eVeop+yEHSQlYAxX7Afad9iH8dwOiCH0I3AJm+6T34/oOA/YJYArDBBr/tv+QBykR7xRDDwUDLvci8j72OwHBDdAVnBW+DXQD1v0oAaILchbMGgMXTA+/CXAJ+wzqEPAS2BJPEbcOTwvZB3cFrQSwBAUE/wGV/33+c/9aAU0CWgH4/vn7pfg09cjyGPN99n/6J/us9gTwYO3i8iD+AwcHBnb6IOsx4azh+eob9wAAhwI5/1j5I/XM9ar7lANoCI0GHf+590H2xftsA5AGhwLo+l/2Mfn8AfcKCg6iCNr8B/Ak6BnpnPLE/zoJ1glkAlT53vWd+v4DswvBDewKAgc7BRMG8gdgCTYK4go9C48KtAiUBkMFvQT/A1MCPwAG/0n/mQAoApUDuQTDBEUC0vyc9sDz0va7/XoCGQB390bv0O6p9y0EzQtsCab+1fFy6Znogu7o96QAHQXkA/H+8vow/O8CvQrIDdwJdwLo/d7/SAZNC1kK0gOX/CX61/6ZCD0SNRZiEf8Et/Yc7iXwdfuzCIkPowzTA4b8zvs/AYkIjw3xDrsNgwtBCZkHWwcjCVAM2A7ADvELYAgnBokFFQWUA1oBn//k/p3+X/7U/uUA0wO/BPYANflL8nXxW/es/kcAePmE7l3ndOnp85EARwgIB6L9ofDb5e7hQeYf8KP5/vyi+Ovw8+yw8JL5zQBXAfT7EPbZ9Cb5WP+ZAnwAV/oM9L7x1vWT/68K0RAyDYcAjfHn6APrG/Wr/z8ErQHV+9j3Vvh//NMBWQYvCQUK5QjDBpIF7AZ/Cg0OcA96Ds4M+Av+C8ULnwr4CH0H3wU0A77/4v1nABcHjA08DoMHy/1U+CP7jQNgCrAJaQED9y7xVPMa/P8G9A5AEMEJ0/0W8srsofBZ+roCGAS1/lH4HfeR/JcEbAlgCH0DI/90/oQB+wW2CFEHYwF1+XH05fYuAf4NRxUHEggGq/hg8cPyyvn6AIIE3gPfAMX9M/wg/a4AwQUECl4LswkmBzwGkAeWCYUKSgpIClcLiwxNDGgKegj8ByUIdwatART8J/pp/lMGuQvECSUBvvf287/3RP8fBCIC2Pl67xPoGedJ7T74twK/BkUB9fQI6UzkLOjy7+P0pvOE7t3qeeyc8jj5c/w3+1T32fOE83X3JP5hA50CqPrN76npse3C+o0JnBEED58EPvmz8qryEfel/NMAPgKzAIr9XvuM/CkBugYqCm4KKwndCHYKtwzkDc4N3w06DzYRMBKlEe8QiBHSEjESvA3aBuEBsAIYCX0QOxMdDwsHkACQ/8cDpAnxDA4L9QMx+h/yIfAN9mAB6wteD48JLv4r9JfwQ/O894T5ePfc89vxH/Mp9+377v6A/gn7Xfc791r8OAQeCUIGAvxx8EbrS/C1/FIJmw9zDXoFdvxa9uL0kPdc/G0AVAGU/lH6Afim+T3+4gKJBWcG3AaWBxwI+wfiBwAJcguZDZANRwshCdYJdg2XEAEPuAd9/iH54/rYAY4IKwq2BTH+H/i39m76+QBTBl8GPf8p8zvo++S66074rQKgBBb+bvTp7RTt5+9c8rjxHu7v6Sboluqz8HL36/oF+YbzbO9r8RT6swRfCgwHtPwB8pvt8vFX/GEHQA7RDv8J6AJJ/an7//3JAeQD8QJZAN7+8/+NAqYEmgXGBqkJyg3xEHsRLhCKD0ERdxR+FpYV7BLOEXoUeRlnHKoZsRHgCCgEgAXXCu0PKhFvDWEGaf8x/Mv+BwZDDbUOeAdN+k/uGeov71f5CQLaBI8BL/uP9RHzpvMv9fr0s/HF7Mvp8uv58oP6F/3C+Ebxce2n8UL8ugaRCr4FkPvW8T3tTO+i9hsA7QfoChsIvgH8+/P5j/si/jL/cv5Y/f78Ef2X/Kf7vPtI/sYCwgbbByUGPgTLBOQH7woeC0gITAWdBREK2w+OEpIPFggWAJX7Vvw3AewGewlKBh3+dPUJ8rf2yABbCREKngG59KjqWOiR7Qr21Pww/1j9e/lR9q31XfcA+an3jvKC7D/qde7s9r/96v2D9/Lvze3T8w3/NwkmDaMJTwGg+Krzq/Qt+xwEPgu4DcULKgiqBfEE1gQ7BHsDtQMSBSQGLgU8Apz/AwABBCsJKwzTCyoKXAp7DV4RtxJCEBwM8gn+C0oRiRZrGI4V/g57B0gC2QFOBqsM8Q9rDOIC7Pgu9Vr66AR/DSUOKgYc+l7wJu2T8Gn3Vv1V/yD9Pvk098j4Tfy4/Qf6NvIL64vp5u5H95/8PfuL9NvtZ+zY8af7FAXKCckHIgCZ9trvBu/f8yf7/ABSA64C4AAv/6v9DfzA+sX6V/wN/rb9jvp59r30IPci/DAA4AAh/03+1wDhBe0JFAqRBm0CEQHnA8UJ2w8eE5URYAsuA2z9xf1IBHQM3w8RC5kAb/e+9Wj8wAY8Dp8O+wf6/Yb1OPKc9BP6kf5M/6v83/lE+lz+6wJhA9D9/fSe7unuZvVn/ZgBn/9K+QbzI/GD9c/+HgneDx0QQQreAY37H/o4/VEC8QYQCtMLWQxBC2cI3QS6Al0D3AVYB2QFdADK+676e/1UAdECLwHh/jD/HQOCCPkLogtICHQEvwKxBDQKQxExFocVtA5dBWz/0wBICPEPlhE+C4QA3/cx9t/7GAVsDMQNVwju/lb2mvJz9N34e/sb+n/2wPSH91P9WAFv/433A+4v6MHoRe6i9Kz3W/W57m7nCeRs593wDvyPAxsEhv7v9r7x3fBO8/f2oPol/j0BywLEAbv+//vc+13++QC3APv8QfgE9pv3GPs6/XD8HPok+WD7WQDyBc0JcQrBB1UDVgAbApkJthOGGncZGBEbBzsCTgVyDW8UKhXbDigFiv0N/EABJArHEeATOw+QBvX+Wfyp/hUCdwIA/+P6d/pG/4cGIQt7CQYCwPiK8jbyO/cr/oUCLwFr+hDybO3g74j45gLiCf4KWwccAt/9Zvtw+g/70/1iAqIG5wdvBXEBZv/WAPIDOAXNAif+q/qJ+uT86f52/sH7w/iV9035yP2wA5AItgkWBtn/wfsN/uYGnhGiF1UVsgzQA3sAdgTJDAYUihXtD8EFQ/x9+Er8/wT4DC0PlgqoAo789/pO/Jz8ZPkB9F/wm/Fy93H+RAJzAKz5QvFc677qRu/J9Zz5Z/eO71nmPOEi46rqmvMR+rH8Pfzx+Wr2MvLH7lzuB/Ie+Pj82/1p+w75wflV/eMArQF5/2b8w/o1+7L8u/1t/cL7efkc+Kr5Kv8VB14NCg6gCD8BAf6HAiwNFBg4HWkaehIUC/QIQw08FfkbGx1NF08NrQRhAl4H0Q/oFRQWVhHiC2EJHwo3C2oJ+QNP/Sb5+fle/0UGmQpnCaUCcPmH8oDxWvY3/b0AyP2k9QjtlujS6QjvjfWz+7MAigPRAjn+2feD8/7zo/i+/ZX/iv1m+pj5Gvzu/z8CzQFt/9H8T/tm+8n8XP5v/tb7ZPc19ND1F/2zBusM1QuEBHr8wfnR/hgJ8BImF/ATwQu4A8oA5gS5DbQVVRfbEMoFtPyJ+j3/PgZqCswJVgZ7Ax8DSwRHBOMAPfrR8hzuse6t9Dj9pAPmA139uPPT7LTspfLW+f38Bfr28sHrSOc65i3o4+z184n7SgCc/yT62fMm8XLzTfjV+/n70/k2+CH5dvyUALMDtwR+A/YABP97/4EC0wUoBv4BePtR92f5igE9C8AQLQ9aCF4BJ/+vAzgNVRcfHdkbyRT4DCsK2w4lGKAf+x/JGJwOdQdkBu4JAg5qD+UNewtjCjULqQySDEAJnQKc+pP0pvOW+JEAcQYHBk//lPY98czxhfZe+y39RvvA9gDxKOur5q/lx+kT8r/6Tf/w/fL4pvTv82v2nPlP+wv7wvnL+Bf5/fr+/bMAXQFJ/9L73Plz+6T/qwLoAA361vGa7Wfw3PgfAhIHYwWr/k33GPTQ94ABgwzjEikRKwkGAdr+PgRbDQMUORSPDhEH4QGcAPYBhgPAA8gC8gGdAkEFxgixCmIIIAF391Xw/+/C9j4AVgaNBVb/cfgF9e31RPnD/Dn/FQBy/nj57fH86p7oouz99BH9AAE+AEH9GPsv+/38GP9WAEEAKf8a/oX+LgFEBXcImQitBVwC/wGpBdIKJg34CXoC7/qq93b6ugGYCdgNEAwSBe788fhr/DEG6RBoFgsUkQz7BRoFPwqTEVUWIxb6EcAMAAmNB6QH1gcYB2MF4QNNBIMHIQylDrsLJQOu+PDxVPKo+B8A9gOIAqX9XPiz9EPzJPRg9wT8bf9s/ur3e+795kLld+l/8HT2Mvn7+Hj3SPZC9m33I/lT+hb6kPgu97P3jvoB/l//cP3c+Rv4hvoyAG8FeQYZAjf6gfKK7krwI/eq//oEgwPZ+/ryQO/n85z+CAlbDUUKfgOl/h7/OQSMCrsOdQ9+DZEKPAg4ByYHyQb3BPAB4f9+AXMHzg5xEuwOZwUa+3H1Yva2+14BfQR5BBYCWf5R+rL3aPgP/YkDuQdUBnv/vPaE8DrvOfIX93z7Lf4E/6b+M/7b/gIBngO8BDoDLQBX/sr/5gOnBycIHQUmAa3/QQKbB3wMrQ2/CcMBC/nW8yD1Y/w3BacJUwYv/W30J/L59xYCWgqmDEYJ5wOcAFgBdAWyCr4OMxAdD+wMhwvFC38MUwv9BjoBHP7UAKwI5hArFHcQQQgeAFr7d/pA/Fv/sALTBBIEv/+A+eD07PS7+RMAoQPnAaT7zPN47WLqt+qV7WnxXvQv9Sv0O/NI9Fv3OfpR+kH3evM78sP0UPml/I/8avmj9SH0nfaZ/EwDywYnBKT7YPFI60ntQvZWANYE+QDV9+/vi+5O9In9VQWrCIEHEwRPAXUB/wROCoUOjA/bDSsMBg0lEE4SKBCWCXwC5/8FBHQMHBT4FmMUgw4bCP8CKQBHAG4DKgiNC9gKvgUN/9j6pfvFABEHBgugCuwFpf5v9+bycfJb9RL54PoB+kL4XPhd+4r/xwFbAGj88vh3+Cz7Jv/hAb4Bvv6X+hb4v/n5/+UHgwzlCXQAZPVj7/DxyfqdA6IGagJK+oDztfFE9dj7IgKMBTUFawIQANcANQW8CgQOpQ2TC0ELPQ5pEr4T6g+ICPAB1P/DAmgIpQ2FEGAQMg1GB/T/7fkN+CP7wwCqBMEDXf6+94zzj/Mk9zD8OwA0ASX+6/c18Q7twezd7n/w0O+Y7V/sFe5Q8pn2Y/jv9qTz9/DO8Irz4vd7+/n7ifgV883vh/J7+ycG9Av1CAb/jvT2707ze/v6Ap4FrQKF/M/2o/Q+94H9XwSLCJQIEgZ6BFMG+ApDD4AQGA85DrgQNRYqG90bdhdsEGoKyQfSCKAM9BE7F0Aa8Bj0EqwKHARLAjcFBAoaDWgMKghHAir98vqu/I4BvwazCJIFz/40+PT0O/Vt9sn14vLB7+7uRvF49S/5qPp9+Zz21vMj86P1g/rY/jL/V/r/8nzu/PD++UUEhAnSBoX+H/Zx8r/0t/plAHQCuP+V+W/z4PCK89L5zv8eAnYArf0y/QcAEwRHBpMF5AM/BO8HXg2KEVwSzg8vC+IFLAGd/sv//ATzC74QQhCOCssC+vxg+6L9kQGNBJcE+QDF+sX0PvLa9Cf7MQE1A0sA2Ppu9uv0XvVn9YnzVvC97XftCfCl9IH5d/z7+134O/Qg8+n2wf33Am4CAfwT9IXwa/Tc/XcHJQwuCrUD2PxJ+Zn6yv/MBQsJZwfMAdP7Zvnf+xcBSQU/BvwEbgSCBlAKJg0yDTELsAnACnoOXxOwFzIaDxqsFmkQZAn0BJ4FCwv0EVIW5xVKEfIKkAXyAqoD2QYtCsMK7gbZ/zH5ufZ4+fT+KAOMA58A7vyv+jn6K/ri+K31L/Hq7K7q1OtF8AL2wfkd+a70J/Cq73P0hPvb/0L+vPez8NDtHPEF+aMB4wZ/BgsBtfm99BT1bfocAWUEzwEY++n0NPMl9nf6pfz0+5f6F/vY/QgBqgJZAkYB3wDKARsExAd9DPcQ7BJ1EOgJSAKP/Rf+MgPSCYsORw/qCxIGdADB/TL/igOAB80HoQNS/aX49ve3+lb+hwC6ANP/5P5i/i7+4v3S/DT61vX38Cbul+8O9U37Lv7V+3D2vPJI9Kb6zQElBbcCQPy79fLynfW7/C8FIAvNCy8HSwCt+3f8CgJTCMgK6gc2Asr98fzM/toAeAH2AJ8ASAHCAm0E0wW0BsYG9QX0BGEFswioDscUvBehFVMP4gegApUB6QQPCzwRVxR/EoUM3wWTAkIE5ghXDIcLswbNAPH8QvzQ/ff/lAEqAp4BRQAD/9T+q//z/4398PdF8UDtR+5O82j4uPlq9kDxYe428N/1AfwS/139r/fp8Krsp+0F9LX82gLXAgf9xPVB8qL0kfpq////nfwW+BX1VPTX9F71cfVV9Xj1HPZ998X5n/zI/tf+qfwx+mb6+P7GBo4OAxOREsgNxgZ5AND9ZABAB8AOgxJiEBMK/APtAXoEAQn5C34LEQiQA9//Kv7O/j8BCAR4Bc4EGAOLAoAE3gd7CbcG/f/p+Kn1wff4/EABxgGr/nD6C/g0+aH9TgNSBzoHggJg+/v1+fXN+/kDTAmiCDoDgv14+8H90wGOBI4EmgI4AF3+Hv06/Hv7tPq++cj4oPhO+ur97QH7A7QCEv/V+6L7Yf/zBR4NaxLWE4wQswmOAhL/YQEbCP4O1hFsDxYKmwVkBEEGTwmTC9kLzAnlBY4Bqf5r/jwA7wFxAbf+C/wr/Lb/NgTJBTUCyfpv88/v1/CH9Kb33vfU9CHwduxZ7KXwmfdB/cj9R/jp7wbqX+pe8K/3qfux+tT2l/Md8wz1nvdk+RD6Avqc+Q75i/hB+Pn3IPd79fXzQvRy9538PQH6AmABBP5B+/j6Af4kBAQMBBM1FhMU7g2JB7cE4wZHDGoRnxOCEpAPyQx2C/AL0w0iEGoRYxAPDSYJAgehB5UJLgr2B0IEMwIHBAkJ9A1YD/ELXQXM/gb7+PqM/VsA9gAf/r/4z/PF8h33vf7OBBIFHf/D9kbxfvE79sH7y/5//jb88PkA+bD5j/vB/Tv/Rv8E/o/8EfyJ/J384/qE93r0EPT69sr7AwC9AXgAEv1B+Sb3mvhA/p0GVA7oEfkPSgqCBL0BvwIbBqQJyAvtC0QKoQdjBekEnAY4CX8K6wgpBaoBmQDbASwDKAKY/rn6dvkN/BUBjAXGBvMDQv4e+Ar0ifMx9pD5VPqN9pLvpekW6eDuj/eY/W395/dI8dXtCO8986P3PPqo+qT5UPiz93P4a/qj/Oj9y/0R/fv8/v0e/8v+YPzj+Ev2G/aN+Lf8JgFLBM8ERwLe/VH6pfoTAOYISRGtFQoVJxEADcAK8gr1DLkPABKgEhsRWg5cDMUMYQ8TEncS3A/kCyYJ+AhZCtoKyQiuBNwAn/+kAcMFzwmpC/8J8gRf/kr5K/jm+mz+t/7/+Xry8+wu7QLzf/rm/vP9BfmP85DwAvH887v3jvp8+5z6FPl0+I35wfuP/ef9Lf3L/NP99/+tAXsBBv87+573ifXT9a74O/1gAZQCpP/8+S/1mvQm+cIA/AckDIIMHgq6BgIEGANlBEMHCwroCj0JagbZBPMFzwjYChQK2QZ1AzICZwNVBaoFQwPa/mb6BfgB+S39pwJzBgUGIAF0+hD2dvaC+h/+Zv3H94vwR+xl7aPyd/jI+5/7BvnZ9cDztfO+9d34e/tr/Mf74Pob+7X8ov6S/0D/mP7e/oIA3wLGBEwFEwRGAaL9iPq7+Vf8ngHWBssIKgaoAOj7+/qX/hsF9gv0ENgSghELDosKMgnvCo4OYhFPEXoORwtTCjEM9w7zD/4NSAo9B30G5wfeCYAKmgg1BLT+iPoi+jf+qgRQCbwI6wKk+6r3GvnO/TUB7v8h+gvzce4w7pfxXfYk+mf7Afod9630SvQk9tT4dvoq+sj4CPj4+BT72vwz/V/8jfu++xv9IP8VAScCVQH8/bz43PMh8sn0Xfpy//QAKP7c+A30EvK582D4ff4HBAsHkQZ+A1YAqP8PAqoFngeABpADjAFIAi8F9gefCN8GCATkAbMBrQPUBh0JTgiKA4n8Hffa9kf8DQQUCS4IcwJN/P75i/xgAZoE0gNZ/3n56PR684H1zfkf/lIAlv8O/f76GPs1/aX/ywBxALP/v//KABwC8QIgAwAD6wIVA80DgQUfCHwKmgo9B0UBm/tS+Yf7nwCHBaEHCwahAUX8H/gP9/j5/P90BkcK+AnfBiUEPAQCBxsKMgvYCaMHlAZ4B4cJQAt5C+sJRAfrBI0EDAdnC6UOlQ1jB+H+APln+Zn/NwcjCyYJQAPE/QX8Tf4tAoUEWAOr/j74t/JT8KHxGvUW+JP4i/bD8znyovIc9EH1ZvX09LD06PRn9fj1nPZM96b3TfeT9qL2k/gq/H7/KgAp/b73sfJu8KPxRPV1+Wv81Pw0+mb1wvAv70Xy6/jO/68DpAOVAXAA0wEPBR8IcAngCIMHtwZkB5UJVgwUDnsNpQqKB/cGXAooEFoUTBOvDCUExf5v/+wEJgsnDqgMaAiHBGwDhgVACQQMnguDB0gB3/vK+WT7sf70ALoArv6Z/M77WfxY/e79zf0Y/SX8Z/tm+3b8Q/6u/3P/Vf28+u75QPzKANwE7AVOA13+YflC9v71lvjy/PQALQJZ/4/5+PPk8Yj0K/qH/yIC5wGuAIUAKALUBB0H6gcLB1EFQQRHBZAIdAw/DigMGAeIAjUCHgddDu8SWRFBCtABsvz1/DQBDwZ3CE8HrQMAAJL+LAB9A+UFLAUFAU37sfbP9E/1c/ao9qz1U/SM85DzAvRw9Kn0kfTv87ryj/GA8Sbzw/WJ9w/3sfR88qPy1fXO+kr/YQFkANv8P/iI9JLzMfZd+zwAvQGp/r/4l/Mz8hf1S/oH/4ABvQEZATcBAwMtBloJ6wohCuUHkAZICBgNThI0FBAR8QpkBhgHCg16FJ0Y2hZIELQIEAQtBP8HjAzFDjoN6AifBDgDkwXoCfUMXQxHCPYC8v5M/Un9df3a/H779fnG+Df4ZfhD+U76nfqH+XX33vUf9jT4lvpq+w36gPeb9cb1PPgt/EcAJQOMA/EAIfxd92P1j/ej/HcBGAPFACv8BPhQ9m/3XPqC/Z7/PwAHAEUAEgJPBWAIJAnZBkMDwAGZBL0KIxDREAUM9wR7AJUBkAeyDsASghHWC+IELACi/58CbQYECAQGpAHV/Qz9hP8iAzEFTgQZAUD9Ivon+BL3evb19Qv1d/Oe8ZTwRfF085P16vUb9Jrxi/D78f30hvcK+Ij2JfQ88sPxWPM+9878BgJKBB8CnPwD97/0F/dz/JEBuAM1Al/+dvpU+LH4Ffsg/jsApwA2AOIACATdCKYM/gwXCuYG7gZhCw4S1xanFqsRJwtBB20IFg4mFcMZaBlGFEwNYgjiB/QKQA6VDkkLjgaGA9YDogaQCbIKqQlKB6AEOQJQAAP/H/73/M/6x/cv9aD0cPYX+Uj6zPiG9aryB/LD85r2/vgF+mb5RPdO9PzxPvIk9pf8iwLRBEsCv/yP94/1Xvd4+3L/UQFIAN78uvgC9h/2nfhD+8v78Pni93z4n/wkAngFhAR2AO/8Nf3QATYInAxsDNMHegER/Uz9TgJeCVcOSA5+CVcDyP9+AMoDQQaKBQwCM/5W/BX9cv/sAYADuQOKAkUA3P1u/Gn84Pwh/E35Z/W58vLyr/XG+BD6/vir9rn0K/Qu9Wz3RPq4/Ir9+/u3+O/1FvYT+lMAyQX7B4gGBgO5/0v+Yf+CAjgGdAi5B1kEjgAA/44AegO0BJcCjv4r/Dn+OwSiCnwNcAuLBpkCkwLjBlgNcRI/EzIPkwhmA+8CgQckDpUSNBLCDaAIEgbgBi4JYAo6CVwGTgNPAfYAMAJRBB4GUwaaBAkCZwCxABkCjQJ0AC382fe29V/2g/g8+m76KvkJ95n0iPLZ8WDzwvYI+r36z/e68q3uTe728bP3v/wh/2n+afvE92z1z/Xr+Oz8Kf8O/n36O/e29uD4Nfvs+nr3QPOs8Yr0ovqcAEUDgQHv/Oj4pfhB/csEOAvRDMgIDAJn/TD+5gO9Co8O0w0/Cu8G7AUYB/gIBQqDCYMHvwRuAtYBfQN5BsMIqwg8BmMDXgLHAw0Gxga2BK0ArPxO+uX5y/oo/Eb9df0r/JP5A/di9rn4D/3iANwBef9B+6z3pfbG+ET9ZAIWBsIGPAQ2AHn9EP6bAWYFdgYEBCkA/v3s/o8B/wI/AdX8aPjf9nn5BP+CBOkG9wQbAM37jfuBAFYIfw5ED4MKzQPB/64AXgV9Cj4N8QzCCncIWAfCBz4JtwruCjcJEwYyA1EC0wNBBmcHOAa1AwECcwJ5BDYGDwa+AycAffyh+Rv4Mfic+TL7Svvg+Kj06fDp70TyffYU+iH7L/ky9fHwXO7m7rbyMfiL/HD9wPrX9ub0dvY0+hf97/wq+lT33/Yq+VT8s/3N+1T3vfLj8E/zKflj/18CXwD7+mv2qfZ9/MwE2gqqC+gHAANoAGsB5gSjCOkKOwszCvsIvwgUCnkMZg4/DqkLFQjZBVEGtgjLCsYKyAiNBtkFEgc1CdUKCAuJCYUGigK6/on81/z+/v0A0wD//fD59faj9uj4XPxG/1YAA/+Z+2f3ivTl9Lb48f1rAS8BE/4E+6n6Qf2aAA0ClwCQ/W/77vvS/hACLwPKAJb7Nvbf80r2UfxTAosEvgFK/Hf4b/kH/ycGJgsxDPwJsQZkBCEE2wWuCDQLJAwpC10JkAjQCVMM8A37DMEJVAbUBJsFIQdwB9gFVAN6ATUBWAItBPYF7wY2BjoDg/7Z+UP3hvd7+ez6Lvox90XzEvCw7mzv7PEo9YD3TfcV9FXv9etK7DnwOPU3+Pz32/Vr9FX1J/ji+qT7B/pd98z17Pau+hj/PwEh/0r5APNI8BXzsPnO/7oB7v5A+pL3DvkQ/igE4AjyCnoKjgjIBpwGmgjrC7QOdQ9XDjAN9A3hECgUcBXnE+cQpg5GDicP0A9WD+cNLQypCqYJfgmOCpYMWg40DloLqAY1Asr/sv+3AEkBbgAf/tf6XffJ9E30dPYx+gz9r/zV+LbzgvDz8C30pvc6+Z/4OPfC9gT4Yvpl/K787/pK+NL2R/iV/GkBZgOUAC76FfQl8mP1Qfuz/xwA6fy8+GL2Q/cO+0QA/QSBBxEHfATpAYABxwMgBw8JXQglBtEE9gX7CLkLYgzYCnAImgbnBQgGZAZ5BtkFMgSzAWb/qf4tABQDWAU+BZoCzP6Q+9v5k/kh+uX6Lfsk+jr3CfOE79nupvEr9l75LvkK9mry0PD78bf0DvfK9yj3ZPbX9gn5UfwV/6v/pf18+un4A/tWANYF4QcABRX/+Pmj+Fb70/8+A/ADCQLy/on8YPwV/9sDqQhTCwQLBQnCB+II2At2DuYORw1vCz0LBw2hD4gRDhJnESIQtA6GDQ8NdQ0aDsENiQvvB8kE8gPJBdoI/grmCrkIiQVeAuX/kv61/vH/6ADU//T7mvaH8vPx1vTd+DX7iPqs97T0VfPn84H1xvbO9qr1avR39Jz2JfoA/SP9N/pK9n30rvbf+9oAigIVAC37pfac9Jr1qPgE/NP97/yz+RP2pvTZ9rj7fgCrAuoBNgD8//4B3QSCBgQGSAT6AhUDbgQ2BsYHxggBCWIIOgdnBr0GJQhhCesITgbFAlMARQBRAhoFPQcOCGwHbwV/Ap7/KP7a/toA/wFWAMX7Yfb58h3zFfaP+U37hfoT+Kr1vfSz9a/3G/m9+Mj2BfWj9WP5lP4YArUB/P32+eP40/sXAbYFdwf7BX4C2P6y/PL8Vv9VAs0DYQKp/hH7J/qf/MAAzQNHBAIDMwJbAxUGrgi7CRsJuAedBnMGbAdgCbgLbw2eDUMMfArFCcUKnQyWDXoMigkzBuYDPgMPBNkFGwgCCnMKswhMBRsCBQF0As8EpgWKAxj/YPpn9+z2Qvj8+dj6R/qd+On2UPYo93f4iPhi9vbyyPAN8qb26vt3/sX8P/gh9BXzp/VF+pH+ogC4/1b8Lfhx9aP1dPiv+6X8RPry9ZbyS/Lp9F34i/rm+oX61/ps/MX+8wBYArwCOwJOAcsAmAHnA84GwwjSCH0HWgbABp8IqwqGC7QKswg7BtsDKgL1AdYDTweMCnYLRAlVBT8C7wE+BCYHUQiwBvIC1P7o++j6lvv4/NX9W/3S+5T6Bvsk/TD//f77+wX4HPYK+PL88AE7BOUCPf+7+3r6SPxlAPcExgdXB94DX/+J/Oj8tf9hApEC6P8q/Kf5cvnm+pz8p/0F/if+cf4z/7EA4gISBScGewWyA24CFQObBYIIGwreCboIHAi/CEQKzQvDDOwMDQzKCVEG6QJ7ASMD+gZxCiELkwh/BHEB+gDXAmQFwwbEBWUCxP2j+ZD35fds+Tn6MvkO96P1OfYw+HD5N/ip9NPwH++Q8DH02feT+Zz4h/X18ePv2fDp9Db6xf15/b/5WvVX87/0/Pdj+lb6Ofiy9Sr0//PJ9Pv1NPc0+Nf4TflF+l38bP9CAoYD5QKMAT8B3QK2BTwIYAlMCfEIDwnTCSYLFQ2JD7QRLhL/D9sLDgj3Bj0JSQ19EAkR+w7oC7kJkAlQC8oNTQ+CDjcLuQYVA7IBKgKtApEB4/5j/PP71f1ZADoBWf+G+7z3xvVK9r/46PtD/oL+P/yU+Nv1MPbE+Wz+NwGlALb92/r1+Qn7tfyE/fT8dfvH+Xf4yffW94j4afnZ+aP5Z/k9+qj84f9WAvQCEwIaATsBmgJwBPIF1AYhB+UGOQapBTAGeQjnC5oOmg5kC3MGUwLzAIUCkwUNCHMIjgZxA+AAZABNAloFSQdUBpEC+f3v+lH63fpz+hb41vTW8nfzOfYj+TP6lPjx9OzwXO6K7orx9fVe+bj51fbQ8qrwKPKG9iz7tf1//cL7P/r5+dj6NPxy/Tz+VP6h/Wn8ZPsn+5j77fuK+8D6tPpW/Gr/rgLWBHoFKwXIBN8EmAX6BukI8go9DBQMqApMCa0JgAzDED8UCRW7EqgO2wr7CIYJuAv+DbcOMA09Cs8HmAeyCWIMWQ1+C8IHVgTXAv8CBgNJAbb91fmK98z3E/rU/Eb+Mv2P+cP0KPG/8NDzdPiv+3z7RfiI9PTygvQR+If7W/1W/T/8FfuR+v36M/yc/WD+3v1D/I/60Pkk+p/6MPq/+FT3L/e0+Dr7tv17/3AAxwCzAHsAmQCOAWsDegWWBgoGVATxAmEDGAYTCn8NqQ7sDP0IqgT/ASgCogRqB0oIdAY1A/AAPwGwAzsG6QZmBQADYAEjAXoB+gDV/l77zPeG9Xr1offM+vX8Rfxx+D7zlO+V7xvzuPd3+uj5+vYK9AnzVPTs9of5Vfsf/CH87fs8/HP9Nv+EAIgAXv8T/sv9xf4VAHEARv8q/W37D/s9/IL+MgGnAz0FgQWcBHUDSQPTBJ4HPQo4CxsKzAf1BQcGdAh5DGgQXRJAEZsNgQlXByUI1woADbsMHgoRB8AF4wZJCfsK1QoyCVcHSAYiBjEGiQWDAx4AKvwS+UH4H/p8/e7/W/+G+3H2APP58tL1VPlD+8X6lPgw9uL0N/Xy9j35AfuD++D6EPok+lP7yPxY/ZX8MftL+oX6dfsR/JD79fnq9zj2XfWg9SD3nvlA/NX9qP0z/OP6JPtV/ZEAPgMBBIQCqP8w/eb8n/+aBJsJEAzCCssG+QLJAaQDqwZECB0HDwRMAaUARQLTBJwGyAavBVsEzANfBIwFBQZ2BHsAUPta96X2b/m5/Y4A+f9L/Mb33/S39MP2hvmQ+xf8GPta+Qv4MPjo+V/8Xf4v/yb/M/8TAJcB3AIyA8gCcQLFApsDUQRuBN8DwgIrAUD/fP2r/Fn9UP+GAcgCigJSAVIAlwBxAkQFzQe0CEcHIgQjAXYAKwNFCCkNQA+7DSgKRwf3BvQISgsEDJQK9gfEBQ8F5AV1B64I0gjlB6wGOQYbB8YImwnzB3cDv/11+ZD45vpZ/lMAe/9D/Fn4cfV09FH1JPe2+PT4lfdd9bXzqfMe9fr2DvgQ+Kb3p/dW+DX5nvlh+eL4mviu+Oz4JPlN+Un5v/hM9wn1wvKM8RPyFvSQ9k34rvj49zL3mPfk+bX9iQFyA1UC8v6t+yD7SP7AA8UIEQtaCjkIzAYxB+IIegrXCtwJSwgSB88GkgfdCN4J6AkOCVAI7ghBCxkOTw9gDZ0INAPB/5n/CgIFBX0GnQXdAo3/BP0n/Af9zP4VANP/Ef7z+9f6R/uu/PD9YP4r/vP9J/6p/h3/Sv9N/1X/af95/5X/4f9OAH8A6P9G/uj7j/kO+N/35fh2+qf7xfvI+or5c/mQ+5n/vgOnBScERAC6/Bz8Hf8hBIgIdArkCVEIbAfzB20Jwwr6CsQJmweNBbAEXQXdBsoHIwcrBV4DWwOHBYMIBQpzCBYE6f4y+yj6dful/R3/xv6S/Hn57vb/9aj2z/cr+Dr3jfU29OzzgvRA9Y31ZPUx9VL13PWj9nv3SPjr+Dv5LvkM+VL5U/rN+/38D/27+235GvfB9QT2zfc5+uT7vvvx+QT4/vfv+vn/qwSOBtcEBgHw/dH96QCABUcJ6wqgCrMJeAmOCpYMdg4GD9sNpwvkCcEJNQvrDEENnwsUCaYHzAg5DP8P1hGREKwM3wcVBHcCFAPfBEUG+AWsA04Ac/08/Jf8af2C/YX8+Pqp+fj4tviI+EL4/vfq9yL4nfhD+fb5lvr++hX78fro+mT7j/wk/oL/AAAq/wf9R/oh+Mf3gPk8/BH+iv3X+uj3Nffw+Qf/uQODBdMDWwC2/Z79AwBmAwcG7wZhBn0FigUXB5gJogvfCwIKMgdSBZsFlQdSCewIDwZVAioAFQGtBN0IRguFCt8G6QGy/bj7Kvze/Qz/bP4N/B35Cfd69g73z/f492D3WfZM9XT04fOb87LzGPSg9CP1oPU09vT2vPdT+Jn4rPjO+Ez5VPrf+5D9w/7G/k/97vr6+Mj4n/o9/ZX+Y/1I+pX3p/cv+6UAVQUvB/sFPgMGAa0AUAIFBYcH5ggOCcwIVAlHCx0OYxDDEB4PyQyWC2YMaA6yD8gOxwtaCJAGjAfmCvcOsBGlEb0OPwokBvUD8gMGBZsFsQRoAr//s/2r/Fr8Ofzo+0f7XfpA+SL4UvcO9033v/cB+PX32fcZ+On4IvpQ+wH8/Pts+9r6CfuA/An/dQE/ApoASf1F+mr5/fpd/TP+PPxf+A/1kPRb9+X7zf9aAWQAF/4Z/KT77Pwe/+YAYAG8ADUAFAGgA7wGrAhkCFwGQgSyAwAFBgcBCM4GrwMcAPT9dP6HAcMF/QiKCTEHTwP0/3/+2v7Q/w8AGv9W/Yr7N/pq+fr4wPim+H34/vcR9/n1OPUj9Zj1JfZ29pz27Paq99T4KvpT+//7C/yw+577qPwv/5MCTwXhBfAD0wDF/kb/7QGmBEAFDgNS/0X8rfvk/dUBsgXfB78H8AXqAxQD4QOYBeIG4gbzBW0FhQYxCRMMhw3rDBsLrQm8CTcLBA3EDZIMjQnfBT0DBgNnBSMJOQwSDWwLaAiwBVcEPwR2BBIE1wIrAZb/XP6E/fv8mvwf/En7EfrP+PX3s/fb9wL42/dY97D2NPY59uP2EPhG+dz5YfkT+AP3e/fx+WD9wf+S/wz9Dvqm+Jb50/ts/eP8G/pI9jHzOfKy88P25/mw+5P7M/r4+Bf5nPpi/BH9VPw++2P7hP3wABIElQVEBQcEQwMFBF8GTQkxC7wKygevA40ALwDWAggHgAqvC5wKjgjiBicGEAYNBsoFNQVZBEsDOAJaAdcAkwBLANH/Mv+m/lP+Iv7O/S39VPyS+yP7G/uH+3r84v04/6T/pv7U/LP7pvy4/10DjAUuBdoCWwBc/1MAWwLbA5gDTwHO/X/6y/hh+c37l/4sAPz/1P4l/sH+JAAAAXgA6f6t/Q7+UwCVA1YGcge5BgwF3wNwBAUHlAo1DTMNRwrnBXMCqQGdA+gGwQkRC9EKqQlfCHoHKQdAB0wHwwZeBVEDOgG5//r+ov4u/mH9YPx1+7z6J/qn+Tj5vfjw96z2TPWu9Hr1Z/ck+T35VPel9C/zO/RU96D6NPxv+zH5GPdt9nf3jPly++X7P/ry9oPzqfEz8nP0z/YK+CT4K/gj+Qv74fyG/bH8MvtZ+h77lv36AAoEpAVdBekD4wLmA04HygsHDz4PaAw5CPIEAgRqBRUItQpxDAcNtwwEDHULUwt7C3YL2AqbCSUI/QZUBvIFdQWrBLIDugLWAQ4BfwBLAE0A7f+G/i385fkU+VD6tfxs/vz9fPuO+Cn3Pvgg+yX+yv9+/8j92/v7+t/7Pf7AAMABUgAJ/aH5v/fW9wj5G/qD+q/6avv9/On+UACOAKr/Ov4s/Vv9I/8MAt0EOQadBeoD+QJKBOIHLQwGDxsPowz+CMwFIgRBBLYFrQdACd4JkgnpCIYIoAjUCIMIYQetBQEExgL4AUUBYgBE//f9i/we+wj6pvnt+Sf6TPnu9tbzr/HP8R/0CPeI+KH3/PRU8kvxaPIO9fb33/kQ+qz4y/b29TH3Fvr1/Pf9d/xh+XT27/Tr9Jr1JPZW9pf2ePcn+U/7N/0o/sj9YPz4+uD61fxYAMcDeAX1BF4DnAIIBJIH5wtMD48QjA8MDVkKowiGCMwJoQshDd8NEA4/DroOUw+NDxcPCw7FDI8LbgpSCU0IgQffBv8FiASqAi4BywBXAa8BigCi/R76yffH97v5DvwU/RH8j/nf9lv1yfUB+O/6Af0R/T77Eflz+ED6mP2HAHcBMgDC/Xv7FvqH+VL5D/m0+IP46fg3+k78d/6b/+7+q/ww+j75wvoW/mYB9AJCAlMA6f5m/xYCKgYiCoMMeQxEChsHhwSDAwwETwViBtoG3wbSBuAG6Aa0Bj4GpwUCBS4EFQPTAb8AAQBH//79/vv1+ff4g/ni+on7VPp391b0iPLI8p30zPYR+LD3zPVk8+3xgvIl9ZH4+Poy+5753vej93v5i/xV/8AAnQB1//z9zvwq/O77svsh+3P6bvre+8D+8gHMA1gDLgEn/w3/VAHXBL8HyAjnByoGAgWJBQEIuAteD5sRsRHhDz4NFwstCmAK+gpXC1oLTAtpC6UL2wv/CxQM+AtdCyEKkQhPB8kGswYnBmoEsgEv/xb+q/7x/3EAR/+c/Hn5JPd69or3g/kD+9H6sfiw9aTz7/N09qH5j/tm+9D5TfgO+Ez5b/uV/f7+UP+p/o/9oPwh/LP7svrc+NL23vXy9sf5zvw2/jj9pfpK+LP3QPkH/Ij+iv+1/rX85vql+pf8QgA7BPIGpge2BjQFCgR7A0ADDwPmAvQCTgPkA58EfQVxBjUHSgdlBtwEnQN0A0QE8gRNBBICPv9G/QD9J/6w/3kA1//I/fT6gvie98n4UvuN/d/96Pvm+OL2MfeZ+Yv8Wv5Q/vX8j/s6+2b8t/5AAQgDjAMUA3kCcQLiAuMCnQEw/9T8/vtK/QYAqALHA+sCwACu/vr9Hv+OAQ8EWAW6BJMCMwAv/1kASwO0BlAJlAqrCgcKBgnbB7oG7QWkBcwFEwZCBoAGJAc3CC4JWgmRCHcH+AZ6B3EIyAiyB0cFhAKWACwAHwGaAnoDtAL6/xT8yPiy9xf5ivv3/CL8bfln9qX04/S39vf4cPp6+jr5hveG9hT3HfmZ+zf9Z/3R/Jn8RP0o/gL+Cvy8+JD1GPTs9Gf3EfqD+yT7V/k09wX2qPby+Ln7ef1P/Zn7r/n9+Cr6z/zr/5wCiwTMBXcGkAYuBqkFUQUxBQsFwgSdBBcFYQYHCDIJQwlgCHIHXgdNCIYJBwo3CSgHgAREAnUBggK2BGQG4gXRAn/+Jvtw+ln8Of/zAFsA0/3U+ub42Ph/+tf8jP6r/kn9ifvM+rL7p/11/yoA5f+e/1sAJwLnAx4EGQKD/vT6/vhk+b77r/6UAGsAb/72+5/6T/ur/VMAygFmAa3/zv3Y/DX9yf49ARMEoAY+CKkIOQijB3sH0gckCOsHLgeaBu8GOQi5CZMKeQrMCSEJ8QhhCTwK4gp9Co0IZAU5AoEA/AAFA8wEeQSBASH9ffkc+An5/vpW/O37tfml9jP0d/OL9Hz23Pey9xD2H/RM8zH0J/bZ92r4HvgE+Pv4A/sq/SD+Cf0U+oj2E/Te89v1w/jO+rT6k/jk9YL0WPXV93/6GfxL/Hb7QPpG+Q75Avo//Fv/iAL1BEgGzgYpB7wHWQiDCP4HIAefBgAHOQi4CdEKJgvdCnYKkwqTC0kN0g4VD4kNxQo5CEAHKAgECkwLxQo8CKUEjwEzAMcAYgKjA24DhgGu/jT8Ovve+yP9uf0A/YH7bfqP+rD7yPzo/Pv73fq8+jn89f66AQsD7QGa/oj6v/eN95z5OvyP/df8xfrO+C74Kvka+wf9Sf61/mb+jf19/Mr7CPxq/Xv/hgEfA1sEhwW2BpkHzQdAB1AGjQVYBcEFlAaDBysINgiWB88GtwbeB+oJoQusC40JGQbxAoEBBwKAA1wEewO/AAn9s/nw9xj4avlm+rz5Rvc29DXyJ/KB88702fSg8zLyuvGW8h70O/U19T/0VPOs8/X1xPme/bD/7/7L+w74vvXq9R/4yfpO/Af8ifoX+a74ffkJ+8n8a/62/1UADAAa/z3+Pf5Y/zIBTANkBXsHlgmBC9sMaQ1EDckMWgw5DI8Mag2LDkQP+A67DYUMgAwKDmkQRhJ4EpoQTA38CSsIdwgTCiwL+AnnBVgAOvww/EIAGgU+Br4BF/o79LLzIvjx/RQBqv/m+hL2OfQe9tb5a/wE/Ab5k/Uq9Ev2k/u3AYoF3QQBAND58vVz9mj6q/48AGP+1foQ+HP3vfjC+nn8b/3F/eL9C/4c/qf9gvwV+1H6MfsI/hICmAX7BhgGeQTvA9kE/AUKBgAFAQT7A7oEPgW/BG4DagLNArAE+wYwCHcHIwVxAhEBPgKnBekI2ggtBAD9g/fd9uD6VQAjA8UA5Pkq8vjtSO829K74ofkD9yXzvfA48RP0OvdN+Fb2rfI18GDxkfa7/WMDhQR+AOf5HvVP9Q36yP+QAtwAK/yZ9831kPfC+zMA+QJjAzsCEQEAAdwBjgJLAoMBdwH5ArYFnwjiCksM+wwDDW4MlQsbC4oL0QwcDl8OOg1zC2oK+ArgDBoPkhCSEOMODQxXCRwI1AicCucLkAtpCSQG7wICAfwAdwIqBLEEawPDAO79Jfzx+8b8bf0J/c77t/p9+vL6Kvs5+t734/T68t/zC/jk/XYCYwNzAK/75fca9435xf1OAfUBGP8e+rX1GPS49ST5M/xe/Xr8evqX+IT3Mvco9wP3sPZc9n32xve0+r7+IgL/AgAB+v2O/BD+jAGqBGEFTAO4/9L8dPwH/1EDKAe9CJYHqwTKAZQAlwEFBEIG7AawBUwDAAHB/7X/QQCCAO3/o/5N/Yb8aPx//Cv8JPvI+fX4afkP++j8m/13/AH6uPc39yP5y/ynAGYDkARZBDUDmwEnAJz/XgAJAnoDigPSAQf/jvyq+738Ev9vAdEC0wLAAVUAZP9E/4T/U/9u/qT9Rf7iAK4E5Af9CLIHLwVnA9gDfAa+CYcLpgqMB/8DHwI9AwUHgwtADtUN0gpaB5sFcwb4CCELIQuWCM4E2wERAScChAOAA34BV/64+/j6Cvxk/Sn9pfr69lT0RfST9mb5i/r6+HH14/Ee8NTwfvPm9t75kvu7+7n6afm0+A75M/ps+//7k/tF+pD4Bfco9kv2c/c7+eb6zfvF+y37i/oN+of52vhI+G34yvlT/Fn/5AE7A1EDwwKHAlgDTAWwB1UJOglKB6gEJQMeBHcHiQsrDicOCAyyCf4IdAoDDdQOjg48DCsJFAf6BoAIJwpCCjEI4gQ1ApsB8gKZBKsEgQIt/7L8dvxN/rcACgJuAS//SPzh+ej42/l2/Kf/8gFcAggBIf/2/Sf+Sv9lAI4Acv9Z/fX6+PjZ98T3g/iY+Wv6rvqP+nT6fPpZ+qT5Y/gy99r23vco+hf9tv8yAVgBxQCaAMEBOAT/BpkI/wdmBUsCtADbAVQFSgm1C6ULxAmpB8kGlgdsCRULlgu6ChsJsAceB0EHVAeHBsUE0AKvAccBZQIyAkQA7PyQ+bb37feE+SP7pPuW+jn4Q/Wz8ofxS/Ko9H33g/kR+mr5aPjh9zr4Vfmu+qX7svuX+qL4l/Zd9WH1VPZs9xX4TviG+Az50Plu+nT6ofkw+Oj2z/aL+MT7Qf+dASUCVQGhAIEBYQQLCHEKJApzBzwEnQKkA9EGhQoDDWcNFAxaCo8JNwreC3YNCA5EDa8LSgrNCQUK/AnUCLcGzAQzBPUE6gWeBYQDUABg/b77tfva/Fn+Pv++/qb8lfnG9nH1CvYV+Hb6LfzR/Jr8BPx5+1P75fs+/eH+5P+P/wH+Fvy9+lD6jvoG+3j79vu0/ML91f5n/w3/0f09/Bv7JPuj/Cr/owHiAn8CQgG2ABMCTwUBCTgLwgr4B40EbQKOApEEMgcmCa8J3AhtB24GjQagB70I9AgICKYGwAWtBdwFRwV6AwkBM//O/p7/kACBAO/+J/z4+Fz2F/V09Qj3v/hK+ev39fSt8XfvDu9K8G7yn/Qn9qn2Tfav9Zr1fPYk+OX5/voL+zn6IPlQ+O33vPeM93336PcJ+bn6g/zH/ev9w/zY+lD5V/lT+4/+lAESA8MCsAGMAYQDYAeYC18OuA73DGgKkAhxCBMKlAymDlIPlw5gDeEMqg0yD1EQPBAzDzQOAg5zDp8Otg2yC1cJnQcMB3UHGwgiCPcGjQRgAWb+q/y1/CD+vv9FAB7/lPyQ+R73/PVn9gL4//ly+8T7Efsi+uv56Pq0/Gb+Mv/r/u79wPyt+8X6/vlN+dH4vfhG+Wr60vvh/PL8svt9+Wf3tvbq90f6OvyU/GP73Pl5+f36Df5uAbAD6gMzApb/h/0b/XH+lgAwAmQCdAGFAKIA5gF4A1sERATKA74DZwRGBYwFywRAA5gBeAAzAL8AowEfAn4Bh//C/Dr65vgd+Wj61vt//PP7X/pQ+Hz2h/XW9U33RPnI+kH74vqD+vX6bvx//nMAyQFeAlkC+QFuAdkATgDO/1n/Cv85/zwA/gG5A1wEVQMmASP/hf6T/3UB1wLfAroBawAnAJcBjQQVCNcKvguZClEIcQYiBlsHCAnnCYkJjQgFCH0IlQljClMKmAnpCN8IbwkUCjMKeAnyBwgGWQR3A6QDhQQ1BboEtgKt/7v83fpm+v366/t9/Cr8tfpg+OX1LvTV87H0+PXA9q72Ivbi9Xb2x/dY+bf6s/tQ/Jz8nfxw/B38j/uU+jX5+Peq98v47vrd/Fv9Cvyz+cT3Ufdu+ET6mPub+1T6qfjl9/34BPz5/0wDrQTcA+ABUwBNAKQBQwMkBCEE1QPtA5YEfgU5BpEGqwbSBkoHHggPCbYJqQm0CBIHbAWRBOwEJQZABzsHtgUVAzwAE/4m/ZD97P5fAOsA6v+Q/fj6Y/lh+Yn64fuf/KL8Svwh/Iz8nP0a/5oAwwFrArAC1AIOAzgD3wKUAXz/f/3A/LX9uf9uAacBJACf/VD7RPrP+mL8xf3R/SX8g/mE96b3Qvo9/q0BKAOdAjoBYQC0ANUB5QJdA1cDVwPDA5kEjwVcBtoGEQcrB34HVAijCdoKNAtHCmoIiAaGBb4F0QbzB1oIlgezBSIDogAG/9L+3/9IAd4B8QC9/jP8UPqQ+b/5Qvp/+if6R/lC+KP32/f0+Hn6s/s9/FT8i/wm/bP9av3u+7b50/c79yr48/l1+777l/qZ+Mz2H/br9rb4Ufp6+rr48/Xy8zH01PaX+sr9e//X/7X/yv9EAOIAYQG1AQQCfAIxAx4EIgX8BWsGZAY5BoAGqQeNCWcLQAyZC8gJwgd6Bm4GfQcbCXkKvApaCYsGWwMfAaEApgEaA8wDJgNjAUz/q/3m/OP8Q/2T/Xv95vwa/KL73vu4/LP9Zf7e/pD/yABEAjoD6QIxAcH+svze+2P8uP36/mf/pf77/EP7hfpB+/L8Sf4a/kD8zPlC+JP4kfo7/Yj/BQHpAaACYwMcBJ8EzASxBHoEcATXBMQF9wboByoIuwckByMHGQi5CUML/AubC00KiAjlBgEGPAZsB7kIAQmJB4oEGgGP/p79C/7j/ib/UP59/Dz6MPjd9mT2cfZt9tv1vfSQ8+by8vJg863ztfPb87r0f/aT+PX55fln+DP2VPSm83z0avZj+Eb5jvjA9ib1+PSL9gX57vop+7P5j/cI9ur1NPdd+dD7Hf4HAIABowKYA3AEGAV7BbUFJAYkB78IfQq4CxQM1guvCzMMfg0yD8sQ0xH5ESYRlg/rDfoMRw2iDhwQkhBjD9gM7QmqB4cGUQZxBkgGdQXsAwICQgAh/5j+M/5n/RD8lvqW+Vr5lfm8+YD5FfkR+eT5h/t4/QT/m//7/lv9afsZ+i76m/tk/Sv+L/36+gj5rvgh+k38sv1w/bv7hvnM9xr3e/eu+Fn6JPzB/QP/6/+WABwBcgGMAYQBngETAtACbwOPAx8DbQL1AQ8C0QIkBLMF+AZUB3EGnAS3As8BZwIhBO8FsQbfBcYDPQEv/yD+Fv6Y/vT+jP47/XP7+/lP+UP5Kflx+Cb34fVB9Wr18/VI9iT2xvW/9ZH2YPje+lb98v4M/6r9qvtf+rf6hfyX/o3/2/4s/dX73/tW/Vj/wwD9ACcA5P7b/W/9tf19/oH/hQCPAc0CWwQFBlsH+QflB40HgQcLCA8JKgrxCiYLxgoKClsJPgkXCtILxQ30DqYO7gyoCvUIkAhqCckKswtpC7sJHgd2BKcCDwJKAnACvQEeADb+z/w8/Bf8sPul+i/55fc69y73Vfc195P2m/Xc9Ab1hfYq+RH8+v0F/ln8J/r1+I/5dftP/d/93vwM+5P5TPlN+vz7df0E/nL9E/yI+mD53fjo+ET53PnL+jP88f2V/5kA1ACNAEQAZAAJARgCSwNHBKYELQT9AsQBaQF/AswEVAfpCOIIeAeMBRsExwOoBDwGqgcZCCQHIAXxAoABIwF0AaMBHAHx/7L+5P2P/VL9w/zH+5f6j/n9+Pr4Wvmn+Vv5TvgD93/2o/d0+u39fwAmAQ8Adv68/XT+EwCEAe0BLwHR/5X+Hf6a/sH/9wCjAXcBkABY/yv+N/13/PT75Pt9/MH9Uv+xAI4B6QH2Ae8B/wFVAhUDMwRPBdMFVwUIBLECUAJpA68FKgjQCRkKIQmSB00GFQYvByYJ7wqAC4AKhgimBrMFswUHBvAFIgXcA6gC4AGAAT8BxQDn/6n+Xf1z/EP8pvzr/D38a/o8+Bf3+Pem+sv9zf/i/3z+zvzr+zP8N/0x/nH+rf0a/Fn6IPnl+Ir5g/om+x77hfqn+bn4ufec9o/19PQr9Tz20/d9+dv6xPsk/Av8zfvw++T8lf5YAFEBCQHT/4P+BP7M/rQAHQMxBUQGCwbUBHcD9ALZA88FvweaCBgIzwawBTsFQQUxBagEuQPIAicC5wHnAeoBqgHpAKT/Ov5Z/XX9Rv7S/h3+CvyZ+VP4Mvnw+y//bwH7ATcBKgDH/2EAqgH0ApADKwP2AZMAqP+F//f/hwDgAPYA4ACaAPn/0f5K/dP76/rR+nb7l/zq/Sr/FQB2AE0AAQAvAEkBLgMoBVwGXwZjBRIEMgNbA7cE8QY7CaIKlApECacH1wZmB/IIhQo9C+kK+AkICWgIBQiTB9kG0wWuBKoD+QKXAj8CfQEBAPn9EPwP+zH7xful+wL6Hfce9FPya/IS9EL23/dL+LD3xfZU9sD2zPfX+EH51PjT98v2JPbv9fv1JfZ29vr2k/fw97/3+Pbi9dz0KvTz8070V/UA9+/4j/pm+3v7XfvF+xv9Of+GAVUDJATVA8kCygG6ARgDrAWACHYK7gowCj0JFwkZCtYLgg2GDsYOfw4ODr4Npw2hDVUNfwxGCy4KuwntCSEKgAmqBywFJQN+AiYDEAT1AzUCPf8o/Bb6nvmd+lT8yv1Q/uH9GP2//Dj9Tf5N/6T/Mv9R/nv92/xZ/Nj7hPuh+zz8A/2C/W/9y/zC+4P6OPkb+Ib31fcL+bX6Gvyv/H/8Dvz++7X8P/5HACsCLwPiAoABAAB8/4oAyAIeBXQGcwabBdwE1wSVBaUGhAfoB9AHcwceBwgHHgcJB04GyQTsApUBZgEqAtkCVQJNAJL9cPvM+oH7l/ze/K37MflK9hj0V/MN9JD19PaV9233D/cp9wf4YPma+kb7YPss++v6pvpT+v752PkT+rT6j/to/Az9U/0P/Sr8zPpt+av46PgR+rD7Kv0i/o7+rP7k/qr/RgGYA/sFhAedB3YGCQV5BFgFVAeDCQQLhgtNC+8K4wpVCyEM8gx5DZsNgg2SDfwNhQ6JDn8NgAthCSUINwgFCWAJTgjDBZ0CIQAm/5v/mgDrALL/7vyA+aL2PvVs9Xf2d/fe98f3qvfq95H4bflO+hr7vvsa/A78m/v0+mX6LfpQ+qX6D/uT+z385vwn/an8cvv2+cz4Y/ja+Ar6ifvP/Gn9Rv3X/OH8Af4yAK4CXwSOBHQD/AEpAXIBqwI4BHEF7AWsBRsFywQRBdAFjgbUBpAGLQZFBhQHHAh2CIoHqgXSA/QCPQMBBDwEPQMPAYD+mvwO/Mj88f12/o/9PftN+OH1wvTm9KT1PvZo9lP2X/bM9qT3w/j2+Q774ftX/GX8IvzI+5j7qvvu+1P84/y4/cD+pf8EALD/xf6T/Xn8yvvS+678F/5p/+7/fP+j/mD+Z/+gASoE7wVNBnIFJQRIA2ADcAQEBmwHGwjvB1QH+gZPBysI8ggpCd8IqQgbCTQKTAuPC6gKAwmHB+wGTgciCJEI7wceBrMDrwHlAGwBhwIcA3ACkAA2/jP89fpi+hv60vmE+WP5j/kL+rz6j/t8/Hb9Tf7O/vH+1/6x/ob+Rf7k/Yb9af2z/Vn+F/+I/0//Qv6M/KL6IPmA+Ob45Pmo+oP6c/k8+Nz30vjJ+un8VP6c/uH9uvzu+wv8If2y/v//dgAVAHL/Sv/0/xEB5wENAscByQGQAvYDRAW+BSIF2AOoAkECxQLGA3oENQTCAqQA1P4n/r7+6P+nAFkAFP9e/cT7kfrT+YD5g/nE+Rn6XfqL+sz6YPtf/Kr9+/4TAOMAbgGzAa0BXQHrAJwAsAA7AScCQQM+BLcEUAT0AhcBlf8j/83/4gB0AfQAlv8o/or9Mf7n//UBgAP5A1sDNgJaAWQBVgKeA38EnQQ4BPwDdgSaBcsGVAcJB20GUQYyB9oIgwpbC/UKlgkLCD0HkwerCIkJQQmZBywFCAP/ASoC6QJmAxUD9QFZAKD+A/2w+8L6LvrE+T75iPjS9233kvc3+Bj56PmA+uL6F/sd++L6YPqy+QH5dvgz+Gf4Hvkb+sL6d/ok+VT35PVm9cr1gPbf9ob2kvV/9PLzcfQT9mv4pvr5+yL8nvtT++T7N/2f/nb/rv+8/zYAWgHWAgcEawQNBIYDoQPTBN0G+whLClAKRwkYCL8HqAhWCrgL5AuyCr8I+AYQBi0G9QbTBz4I6gfcBlQFuANoAooB9gBiAKf/3f5J/iD+Zf7x/pP/LACxACkBlQHyATACNgLcAQ8B9P8M/+z+zv9AAVkCRwLiAMj+4/zi+9n7WvzI/KP8vPtT+gP5k/hq+UH7L/1T/mb+5/2b/fr93v7C/zYAPgA8AKEAgwGRAkgDVAPUAk4CaAKDA3EFcweZCGAIIwfsBbUFtAZECF0JTAkOCDMGawQ6A8AC0QIPAx0DswK1AUIArP5D/SL8J/sq+ib5OviH9xX35fb19kf3zfdt+BH5tvlf+v36W/st+1b6GPkl+B/4LPnF+hP8cPy2+0L6wvjc9+f3sfiV+d/5MvnG92L28PXs9gD5NPuZ/Pj82/wE/dX9Ff9CAPkAOAFmAfwBLwOzBPAFagYfBpsFoQWpBpEIoAr/C0gMvgsYCwALpwu9DKoN6A1KDQsMpQqNCfgIzwjFCIkI/AcvB00GXgU/BMgCCwFY//79Cf1F/Hn7pfr7+af5rfnw+WL6BPvZ+7X8Ov0K/R/85foK+hn6F/uR/Nv9bv4Z/gz9xfvg+sj6cvtL/I78xPsq+pP45/eN+C369vst/Z/9q/3l/aP+v//DAE8BbgGOASsCbgP0BBMGQQZ9BW0EAgTOBJoGiQiwCbIJ6QgOCLkHEwjgCKkJ+AmECVcIyQZPBT8EqQNdAyMD1wJqAscBzQBq/7b9Avya+pD5t/jM97n2rfXp9I70iPS69C/1BPYy92X4I/kp+Zf43vdp93v3Hvgx+WX6Rvtn+7r6tfka+WT5c/qJ+9/7JvvF+Y74Nvjj+Cr6bftT/Ob8fP1p/rj/GQEYAmgCQgJEAgYDnAR0BsQHCAhmB5AGXAY3B+AInAq+CwUMsAs6CxELcwtXDF4N+w3LDdoMjAtZCngJ4wh0CA4IoQcpB5YGxwWoBEwD7wHCAMH/t/6E/UD8IPtE+qn5PvkL+TT51vnm+hz8Dv1n/RT9Tfx4+wv7YPuC/BH+Uv+f/9v+kv2l/Kv8iv2S/vX+Tv7d/FD7SvoR+nr6FfuD+6r7zftD/Cf9Hf6S/j/+ef0M/Zv9If/oAPkB1QG9AI3/GP+5/ygBvQLVAxUEmgPdAnoC0QLVAxQF9gUTBnEFZwRgA4sC2wE3AbAAZABIACcAzv8+/5T+4f0P/Qf82/q5+c74Ivib9w/3dvYF9hP23/ZT+A36mPuV/Nf8ZfyV+wT7Tfuf/Ib+KQDWAHQAlv8K/1z/dACvAUgC4wGxAFn/gP5v/v3+s/8yAHEAugBgAWcCbwPzA7sDJQPmAoQD7AR/BocHpgf4BvkFQAVEBRUGVAdkCM8IkAj7B5AHsgdtCHsJbQrmCtIKUwqSCakItQfdBksGBQbsBdYFoAUuBWsEVQP/AZcAU/9U/pL92/zx+7n6V/ki+Hf3kPeA+BH6vvvg/P38F/y8+rL5mPmJ+gr8Sf2i/QP97vsd+wH7kPtL/JL8Bfy6+jv5Jfi497P3pPdR9+z26/ac99f4BfqL+j36jfk4+cr5OPv9/G7+Gv/4/lr+y/3O/ZX+6v9FAS0ChQKRArkCOgMIBPQE1QWfBkcHtQe4Bz0HXQZqBcMEnATjBFgFswXKBYEF1ATVA8AC4wFaAQYBnQDk/9L+m/2F/Nz70/t9/Lb9Kv9WANEAfgCz/wf//v6u/8AArAEGAroBFAGUAJ8ANAHsATwC2wHpANf/Bv+F/hD+Wf1j/Jb7dvs5/H79kf7X/kP+Tf2p/N38+f2b/x8B7QHKAfoAIQDt/6EA+AFYA0QEkwR/BFsEbgTXBI8FfAZ6B1oI6Aj7CJMI2QcPB2oG/AXQBeUFLQZoBlAGtgW6BKMDrgLpAToBdgB8/z/+yPw7+9j57vjG+HL5o/q++zT83vsL+0r6B/pN+tj6RvtY+xj7yfq0+vj6bPu5+5j7B/tO+sL5gflJ+bT4kPci9gv12vSv9ST3jvhd+Vv5z/hQ+Hr4m/lz+1P9hf7B/ln+9v00/jb/pwD/AegCYwOzAxUEkwQvBfYF/wY5CGYJPAqiCrcKnwpaCuoJYQnvCLwIywj6CBIJ6AhoCKQHwAbhBREFUwSSA6ICTAGC/5L9EPyK+xz8YP2f/jj/7v76/fH8ZfyX/FP9E/5Z/vz9R/3C/Nf8eP0w/n3+Q/7O/YH9af01/Yn8Vvv4+QH57vjP+UP7mfw1/eH8+fs6+1v7n/yg/ooAmAGSAewAcQCtAJ0B1ALmA6IEGgVpBaQF3wU7BtEGqgesCLMJlwo6C3wLSgurCswJ7ghICOgHtgeBBygHmgbWBeAExwOlAqABygAGAAP/bP03+8j4wPap9ar1fPaQ9034Rfh+9272yfX59dX2vPcV+MH3KPfV9hX3wvd3+N/48fjs+Az5Pvkx+Zr4hPdQ9nX1TPXi9QL3Nvj7+Av5mfhH+LH4/vnO+4r9xv54/9v/OADDAI8BjQKpA8YExgWLBhIHegfvB5YIbAlfCmYLfwyQDVYOiQ4gDmcNxQx0DF8MTQwXDMELXQvoClAKigmuCOgHVQfcBicG1gTFAj4A3v1A/Lj7Ifz6/Jn9h/3D/NL7WPuh+1389Pz6/Iz8H/wX/ID8Ef1w/X79av2C/fP9iP7R/mj+O/2b+xH6MvlK+T36c/sz/BT8Vfua+nn6Ffsr/Fb9Sf7r/j3/Y/98/6X/6P9LAM4AaAH8AW4CpwKlAoECawKrAnEDrQT7BdkG+AZ0BqwF9wR8BCgE5AOqA3sDSQPsAkQCWgFkAKv/T/8z//7+Pf6l/E76yfff9Sj1p/XR9tj3M/jl92/3ZPf49+b4svkW+jP6YPrU+nz7HfyO/Mn8+vxe/Sr+TP9bAL0ADwB//sj8wvvl+/38Wv49/0b/qP78/db9b/6f//8AKgLiAh0DFAMiA40DTQQXBaQF8wU5BqgGLweWB7YHrQfKB04INwk3CvUKQQsxC/EKlwobCn4J4wh8CFAILgjbBzgHXQaBBdwEiwR/BG0E4wOBAksAxP2v+5z6hvrd+vH6gvrc+YH5r/kz+qj6y/qi+m76cPq6+jL7ovvZ+9P7uPvY+3n8nv3b/n7//v5z/Zv7XPoo+sD6fvvV+5j7+vpc+hP6SPrr+sT7kfwb/VP9Vv1g/aT9JP6u/hv/dv/l/3sAEQFpAWwBTAFVAboBdgJmA2QETAX5BTwGAgZtBcwEcAR0BLYE4gStBPYD4gLMASYBNQHbAZECoAKBAUn/q/yi+sH53PlE+lr6EPrF+dz5Zfoh+877S/yl/P78b/3+/ZX+Ev9T/1n/XP+7/7cANQKhA0EEswM+Ap0AkP9b/7//NQBVAAQAcv/g/pT+sv42/+r/eACuAJ8AkAC0AAkBWwGMAa8B7AFLAqoC0QKuAmECIgIiAmUC3wKAA0QEIgX4BY0GtAZwBvwFrAWvBe8FHwbzBUsFUwRvAwsDZgNRBC4FNAX/A+EBq/8i/nv9YP1G/d78PPyw+4376vuZ/ET9q/2//af9nP3K/TD+jP6S/if+k/1s/RP+W/+RAPwAVQDu/mP9N/yV+2H7YPtP+/X6QPpb+Z34Tvh6+On4Vfmk+d75Gfpa+pz6zvr9+kn71vui/Hj9C/49/i3+FP4g/mL+5/7O/xIBfgKwA2sEpgSOBGgEcQTRBHgFGwZRBtwF3wTbA3ED9QMsBVkGswblBUEEfgIvAXsAHAC5/yP/b/7Y/ZX9v/0//tL+Mv89/xv/Kf+i/2IA9gD0AGUAwf+Z/zMAWwGLAkADKwNYAhUB4v8g//H+F/8h/7v+3/3k/Db8E/xi/M78F/06/Wf9x/1I/rv+Cv9P/7b/TgD9AJ4BJQKOAskCyQKaAnkCqAJMA1AEegWIBk4HtQfHB6YHkwfSB3MILgl7CfEIrAdcBsQFMAY4BxkINwh1BxYGfATsAoQBRAAb//b9yfyk+7X6J/r1+d75j/n4+Gj4UPjI+HL5svk0+S74NPfV9k33cfjN+dj6L/ux+qH5f/jE96P36Pck+Pb3WPec9iX2H/Zl9rn2Bvdg9973d/gO+Y35Afp3+vv6mftg/F79hv6q/5EAFwFJAV0BoQFRAn4DDwXGBlYIaQnYCc8J0wlmCp4L9AynDU0NKwz7CnQKyQqwC5QM9wyjDLkLiQpjCWoIhAd/BjEFpwMyAjEB2gD2AP0AfAB//5L+Sf67/m3/s/81/xb+0vzx+9j7l/zc/QH/Zv/b/sL9yPxd/Hn8qPx9/Nn7/fpI+vH57vkC+gT6+PkI+ln64/p7+/D7MfxK/Fn8hvz7/M797v4NAOAANwEiAdwAqgDUAJcB+gKtBBYGsAZxBt8FtQVdBqwH+AiMCQgJoQf/BdYEhATxBKwFLgYkBnIFQgTjApsBggBw/yL+jPz0+sf5Mfn0+Jr44ff49lH2QvbU9rn3evii+Pz3z/bM9bD1zvbA+LT64vsF/Gz7vfqA+tH6Xfu2+577IfuC+gT60Pnw+U76xvox+4H7y/s6/N78nv1D/qv+8f5e/zIAbAHQAggE2QQjBfwEqgSjBE8FswZiCLMJMAryCZIJxwnbCnQMzQ1DDqwNYwwJCycK/gllCu4KJAvMCv8JCQk2CIwH0QatBQIEEAJYADL/kf4c/oL9r/zI+wz7wPoH+8L7fPyf/N/7hfpB+cb4Xfm3+ij8Ev1A/en8dPwx/C38U/x3/HP8J/yV++X6Vvok+lf6yfo0+2z7gfus+w38jPz1/CT9MP1J/Zj9N/4k/zgAHwF1AREBPgCk/9P/4wBeAoED1QNyA/QCBQPqA14FxgaSB3cHjgZGBS0EtQP2A5AE9QTPBDwEpANSAysDwAK3ARIANv6j/Kr7Nfvs+mX6c/k6+CT3sfYk91H4lfkl+qb5Y/g199/2ofch+cL6+/ud/Mz81fwD/Xj9HP6y/vv+2P5f/tX9hP2T/e39U/6c/sX+7/45/6T/IQCZAPcAKAEyAUwBxAHCAhUEOAWtBVcFkwQFBDAEHQVUBjQHWgfmBl8GUQb7BjYIjAluCncKowldCFIH7wYpB4wHrAdsBwkHywbFBsAGZAZxBfYDSALTANv/Uv/y/l3+WP3w+4z6yvkO+jL7efwJ/Yv8W/s6+sH5GfoP+0f8Xv0H/jD+E/4R/mn+Af+E/5z/Nf96/r79Qf0E/d38mfw6/OL7s/uz+9j7FPxQ/F38Efx7+/L67vqk+8/80P0R/nj9d/zE+9z7v/z2/eP+IP+y/g3+0f1y/u3/wQE7A9sDlQPcAkUCKAJ0AtAC9gLlAtcC/QJbA70D2AN0A4cCOwHr//X+iP53/kb+fP0N/H36nvno+Sz7sfyy/cv9If02/KT71fvO/Df+kv94ANMA3QD6AHUBSAIXA3sDUgPUAksC5gGhAXEBQgEDAasASgAVAD4AxwBgAZoBNwFlALb/uf+XAOYB4wIAA0UCQwGxAPYA+QE6AxUEHARaA1YC0wFYAs0DkwXlBlUHBgduBgoGDQZRBosGfwYwBtUFsAXkBV0G2QbvBlkGKQXPA9cCegJqAhAC/ABG/3z9UPwc/Lr8pP1D/jr+e/1L/CH7dPp6+gP7ofvx+9/7pPuJ+7v7Lvys/PH80fxL/IH7qfr7+Zb5b/lA+cz4GPh991730Pd5+Mz4eviv9/X25vay9wP5N/rL+qP6DfqZ+cz52vp2/Ov9i/4u/mP9Bv22/Wn/jAFpA4cE5QTjBPUEWgX7BZMG5QbpBtYG+waTB5AIjQkECp8JiwhsB+IGCQdgBysHCgYuBDkCywBIALMAqgGQAtACNgILAev/WP91/wEAigC9AJkAWwBNAJAACwGPAekB8AGSAdQA6P8U/4b+NP7e/Un9iPzu+9D7Lvyu/Nj8efy8+xf7+PqS+7v8Af7a/vv+hv4C/gX+0v4qAGsB+AGqAewAawCrALMBKwOQBI8FHgZuBr0GKAeYB98HzQdkB+UGswYVB/UHzwgICVQI+AaWBbkEdgRoBPUDtAKuAFP+Q/wL+9f6W/v2+/z7JPu4+Vn4kveE9+r3Ufhx+ET49vfC99b3Qvj4+Mj5YPpw+u75NPm6+K/41fi9+Db4ffcJ9yz33vfA+FT5PvmT+M/3m/dZ+OX5ofvS/Bf9ovwo/GP8m/1v/x8BGQJFAv8BygENAuYCRATnBYEHxgiQCfsJQQqaCvsKMQsVC9IKwgopC+4LqAzjDHkMmwurCgIKvgmwCXUJnwgIB+wE3wJpAcsA2gAgARoBhQB5/1T+bP3j/Kb8lPyc/Kv8pfx5/EP8UPzL/In9Gv4i/qT9Bv2u/K/8wPyA/Mj7yfrl+YD5wfl6+jL7YPvU+u75ZvnK+R770fwc/oP+Gv5+/Wf9Nv62/08BcQLcAqgCMgLjAQ0CyALeA+YEkgXTBeIFDwZzBuIGCAe8BjEG2AX7BYMGFAdBB+AGEAYoBYUEVARqBEUEcgPNAaT/fP3Q+9r6jPqd+q76avq1+br4yfcy9xT3Uvem97/3gPcP99T2K/cb+ET5KvqF+nz6avqO+tX67vqg+v/5YPkk+Xn5Rfox+8773Ptt++z66Pq2+y/9y/7r/0UAAwCh/63/cADMAUkDYgTOBKgEWQRXBOUE5QX6Br8HHghRCL8IlQmZCkoLRAuXCsoJfgn1Cd4KmwuhC9cKkglrCN8HCgiNCLoICAhlBj4ELwKqAMr/Wf8Q/7X+Mf6J/cz8H/yl+3j7hPuH+0f7w/pE+iT6hfpD+wj8lfzg/Br9df3z/Vf+V/7Y/Qb9PfzO++H7afwq/bv9wf01/Xf8Gfx0/G39g/4j/wT/S/5w/f78Sf1D/oX/dACkAAkAD/9O/i3+n/5G/8j/FQBcANQAgwE2AqcCqwJOAtsBqgH2AbEChgMNBP8DZgOZAhwCRAL3AqoDswO6AvAA4f4j/RP8vvvl+xn86/sv+xv6KfnO+Br5tfkc+gj6nPlB+VL54fm0+ob7KPyr/D39C/4a/x8AuQCXANP/2/5O/pL+mP/RAIoBVwFcAED/sf4E/wwARgEqAmsCDwJsAfwAHwHmAQUDAgR9BGcEBwS2A6cDyQPzAxYESASzBGwFXwZSB/MHBQiSB/IGoAboBrMHmggeCfUINAhGB7EGuQY1B7IHuQcRB74F+AMYApEAvv+M/4r/Kv85/vj88PuG+777N/xz/CH8Yfus+n/69/rI+3b8tfyc/ID8y/yb/a/+c/9Y/zz+mvxD+9r6Y/tF/LT8Nvzr+nb5kPid+ID5pfph+0z7dvph+a/4uvhw+Wb6L/uS+6H7m/uz++v7Hfwl/Aj8AfxZ/D39l/4MACgBlQFeAe4A1gBkAXcCmwNbBIUEOQTTA7YDJAQPBSEG3QbdBvgFZASrAmwB9AD/AOIALQAa/2P+oP6w/80AHQFQAMv+Z/3y/LX9Qf+xAEMB2gAYANn/jQDqATcDwQNUAzkCFwGLANAAmgFLAl8CvQGnAHn/iP4T/j/+5P6F/5n/A/8w/q39wf1J/gD/tf87AGIADQBn/9H+o/7v/oT/HgCaAAsBpwGcAsQDogS9BBIEJgOtAgUDDwRYBWUGzwZwBn4FkwRCBLYEegXbBW8FWwQ3A5YCkwK6AmoCWAHl/8P+bv7O/lb/fP8D/w3+/fxD/Cr8nfw1/XP9JP10/M37hvuv+xH8Vvw6/LL76/o9+v/5V/oV+7D7jfto+qb4Nffo9uH3cvmf+r/65fm3+Pv3LfhB+bf63Ps9/N77Pfv6+nb7mvzh/b3+6f6f/m/+2P7r/0IBXwL8Ai8DQQN6Aw0EBQUqBg4HRwfiBmcGegZJB2IICwnXCOsH0QYQBuUFLgaQBqYGRAZpBUsEOAOKAncC6QJ1A5oDKANVAo4BFwHuAOUA2QC9AJEAUAADALn/gv9Y/xX/nP78/Yn9hv3b/RT+yP0G/Uv8B/wu/Gz8jPys/PT8Nf0S/Wb8lvtH+9X7AP0R/mP+1v3u/H38BP1Q/qj/awB/AD4AGABKAOsA8gElAw0EUAQTBP8DqgTyBQ4HQQeHBooFFQVpBS0GzgblBl0GXgUuBBwDfgKHAhQDpAOYA7QCWAEwAKT/gf9M/8H+Dv55/RL9mvzl+w77XPr++eX54vnf+dP5rflM+av4Dvje90T48fhQ+RL5fPgh+Fz4+/h++ZD5UPkp+Wr5DfrD+i37J/vb+qn61Ppk+yX83vxq/cH99v1D/uz+/f8sAQICUwJoAroCeANfBAgFTwVqBbYFagZjBzkIfAgcCI0HdQcRCAUJqQmbCf0IOQivB4kHtQfoB9AHSgeNBu8FlQVdBREFmgQFBGYD0QJrAkoCSwIYAm4BZwBk/8H+mP7A/u/+5/6M/vn9av0M/eD8yfy0/K78yPwG/Uz9UP3U/Or7Ifsj+xH8Sf3k/Y39wvw6/EX8tfxD/cT9HP4x/g7+Av5f/iH/6P9QAEUAEAAYAIsAOgGvAY8B/QCLALQAbgE8Aq0CnQIiAmsBvwCLAAUBzQEoAqABfgCB/yH/Sf+Q/7j/tv+P/zn/uv40/tj9s/2l/XX9A/12/Cf8S/yl/K78H/xE+7T6r/r1+h37FfsJ+wT74PqR+l/6qPpq+zT8jvxo/Cj8Svzm/LP9Rf5s/mD+f/7x/pn/QQDUAGAB5AE8Aj8C+wHDAfUBsAKsA4QE9AQLBQYFIwWDBR4GrgbcBnwG2AV9BcMFbQbjBr8GJwabBXgFrwXsBfYFzQWEBRoFjgQNBNwDCARXBHQERwTsA34D/wKCAj4CRAJTAg0CXgGRAPb/pf+I/4r/gv8z/4P+sP0m/Qn9IP0k/RH9+vzP/Ib8XPyr/GP99/3z/Xz9Hf0n/Xj9wv3z/R3+Qv5J/jH+2f2c/I/5/fSe8R/zUPrgAjwGjwGc+PXxAPEn9Er4P/xbAAgEgAXTAxUAQvzM+Wr5VfvY/i0CrwNOA0sCjAHFAIX/Vv5U/sT/sAH3AkYD/wJwArABEgExAT8CiQMSBMMDiQMbBPwEAgW4A+oB4ABPAdMCBASUAyEC6ALcCJwRkRQZCib1BOT75NT4XxGrHcMXYAcD+cHzWvaP+3v/jgEOA9MEWQZ8BswEAQJG/0/9Yvzr/EP/pwLrBB8EpAAO/bb7rPw8/gf/J/87/2H/Tf8H//v+T/9//+T+av3Z+1P7ffy4/lYA2f9w/QT7ZvpB+yf7TviE9Kj0BPyNBwEP2Qu5/0jzgu568mL6WwHtBWcIUAjTBAf/Zfot+mz+zAOlBskGZQgzEJkdxSioKHgcnA7+C7oXyCceLockxA9b+Zvo5+D74lDs3/UM9w/sStmtx1++cr+5yG7Vt99c4/LgXt0F3fHfQONi5S3nhunR6zTtGO4R72DvJu7l7JHuSfPX9iD1Pe/z6ufsEvTa+kP8+fdC8qXwnfXt/VUCv/2d8jPpmOfN60LuI+oO4nLc2dx44q/ryfe9BGwOtBHkDxAOuRHgHbUx8UcXWFlbv1JQRytCgkRsSLJIAkb9ROZIWFDSVZxS7UK+KeAQ0QLiAl0LUBMzFcsQOAlYAoz+yP2a/i0AqwKWBfQGZAXFAtACfwZCCgsKHgaUArkC3gXMCC4JEgf2A2MBdAA3AVACWQKVAY8BCwPLBIMDKfvr6pHZiNPH4Av7/Q/tDxn8F+bU37TrxPtH/4Pxhd3E1MTgtfvwFZUiMSATF94Q1BGyGPIhgyliK+4ldRzUFUUXth/4J0wo8h6cEUUIzwYgC4wP+w0VAhjsOtTtycDZ0f6eHi4aZOorrY+Rja938N4gCh0+7ry+JLP3zdjzqwa4/Pbi0c6GzS/cXuzj8O/nNdpI0iHVSeAT7C/wE+lz263RctNK3oDnbOZY3DbShdBY2RDnre8/7PPe6tD7yTDMmNaJ5+/4u/0T63rIkrL0xDD9nzYXSBAoMfSU1jbj5wvdMFc7fCqZCzjsE9eB2DH5WS5EVuxPxhq53LPEguPVHjZJt0cAJJj/nvetD0UxYz+0Lk0NRPS88q4ELBk3IOgVswMV+CH8MA6hIs4pJRo++SXbAdXJ6yUOPCEDF/j5wuIj4lb0gAfiC0H/iOxN4s7nhvhTCEELXfxK4/3UYudkGrJMvU9EEeW0AYC+oeYGF2WRduExcc4/lhat7/iJO91FnRle4NLGPt1WEfo/lk7lOXQSYO+v4hbyTBP5L/Mz9Rz4/BHrH/CzAekODhCeCY8D0wElBC4IgwrLCAkFOAQxCFANSg/nDWkLXgkpCcgMVhOoFYoL8vdV7Q//viooUyxWUiox6WK+RMjWAAdB8l2DSCQV7udz2dTpGAfPHLMf4BBt+6Xuz/T1CmIhxSbfFaD6wOlB8HEILh/cJKAZDgplAoIG7xLhIFAoeyLFDrX1heVm6QYBih4bLqMjxQS35arZBeMv8h71u+gC2grXnODK6izq/t8z2Ujhx/VwB94HXfZk4K3WAeHr+TwTjR4+FRv92+Xz3l7sYAPxEYoLt/IZ2BnOg9o48skCFAFC8Jrc2NBD0P3XXeKr6FHl39cNyAPDpNJh9NkXUSnbIFQJ6/cA+7MPJyfaNJY3WTZnN886yztiNtQrgyHUG6YaAhvhGi8avRhNFf0P5wvZC8sNSAwIBVf88fhz/S0GfQzhC+UEvfwl+nEAtguSEjcODgGu9H3xhfidAxcKjgZi+rTshuWt6O/zqgB4B+QDHfdp6MDh9uiu+h8M4RI6DHL+sPOr8oX6UQRECNoC/fbG633nnete9Gn79vtw9jzw0O5e8u/17vQ58Izt/PEd/WMJ6hCxEQIOiQkuBokD0AB9/qH9VP5b/xj/1/xK+aT1H/IT7oLp5uUX5WDnb+pi6lHlNN5i2yLhke2p+Tf+KvlX7xfpMOzH90wFQA1RDFgFwP7W/ZQDUQwiEssQAAnK/1n6Efpg/OT9YP28+/v5Tfj19un2Y/hM+Xb2Q++m50DlD+pT8ur3j/cY81LvlO8s89f2Mfgy9yj1cfPd8onzWvWA+Mz8jgBLAYn96fUr7X3nYejQ7375n/8Y/4n5u/Oz8c3zgfeD+kv8Hv3L/BX7zvi890D5Hv3TAYkFqwZLBAT/ifmT9x77EgJtB30HFAOS/vf9+AH4Bx8M9gvtB90CKQCeAUUG7gplDMoJJQUqAsMDagm6DpwOxgcu/iH4kPkiAS4JKgzVCLQC4P4sAGoFsgqvDCQLuQiWCBQM/xG3F2EbIh1tHkQgVyKFI/AimCBtHRYbLhvIHZAgZiBJHH0WUhIwEbwRchEnDxAMegqHCygONBA3EGgOFgygCt4KGw2bEGITOBO1D/4KLQjoCFAM1w8PEfgObgqbBY0CwQEkAo4CkwLeAQEAc/3S+zf8y/2O/nv9Xfum+fj4F/m5+cX61vuU/Dv9PP4q//7+cP2z+0r7c/zz/Yn+Mf7+/cb+NgAOAUsAaP4k/c79x/9DAWkBFAF4AYUC6wKpAUT/Yf1H/b3+MgAQAB/+u/uM+g/7c/yc/fP9df2V/Ar8i/xJ/poASwKHAooBbgBIAI4B2AMKBhUH2gYtBhgGIAcSCRsLBAzOCpkHCARhArkD1wbpCKMH/QJJ/XD5vPj++fT6WfqT+Mn2w/WH9bD11vW/9Xv1W/XW9ST3AfnJ+uL78fse+yT6/PkG+4L8I/09/GP63/ig+HX5FPoy+az22/NT8nfyOPNG80vyA/FW8IrwPvH78ZHyF/Oq82j0V/Vk9nD3X/gS+YH52Plc+iP73vsT/If7bfpU+c/4F/nV+Vb6C/r6+Lb39/YD94b34fe19x33f/Y09kL2VvYH9jL1M/Sp8//z+vTV9e/1S/WE9Cf0TfSu9Bv1oPVK9gD3mfcT+KL4hvnP+kL8Z/3R/X79+vwR/TP+FgDmAdoCvALeAdEAGQAEAJkAhgFBAl4CyQHIALj/0v4z/vP9K/7U/rX/iAAfAVoBMQHLAJoANwHfAhcF0gY6B18GQwURBUIGPAjPCRkKIwm8B8IGfwaaBpMGNganBQkFUwRxA3oCnQHaAPn/z/6i/QD9Pv0Q/sv++v6+/pH+w/49/7j/FgCIAEsBVQJPA9UD0gOVA5ID/gOuBEQFfgVXBeIENQRmA7ACZAKtAlED0AO4A/wC/AFCARoBhAE8AuACIwP2ApcCbgK5AlgD9QNNBHMErQQeBZoFwAVVBY4E9gMcBCsFvwYbCKIIMQgdB/IFNAVABS4GrwcMCYcJ6wjGBwgHOwcICIUICgjRBrkFfQX4BUEGcQWGA3gBhQAvAdECGAQMBK4C5gC//8T/2QBwAukD1gQRBcMENgSvA2ADYAO5A1ME6QQdBagEjAMhAukAPwAiADwAHAB1/0P+zPx5+7n6wPpg+wv8OfzI+yP76/pt+2X8M/1v/T79J/2Z/Yn+h/8nAF8AcACTANAACQE3AWgBlAGJARQBTgC7/97/zgD+AZ0CKwLfAHX/tP74/gMALwHWAakB1wDf/zX/A/8e/zn/IP/e/qv+r/7m/hj/GP/u/s7+7v5Z/wAAuQBUAZUBWAHAAEQAcQCHASgDeQSzBKAD0gFNAOT/tAAqAk4DZgNVApYA9f4W/ir+7v7Z/18AMgBW/yL+Gv23/Cz9Nv4z/3b/wP57/Xb8R/zY/Hj9c/2j/JX7FfuS+7j8qv2f/X388vrr+ev5wvrF+1D8HPxP+0T6Y/n4+DX5EfpE+zf8Q/wj+z75pPds9+/4dvuh/V/+of1N/Hz7xPv3/Hn+vP97ALcAkwA4AN//zv8+AB8B9QEnAngBWwCb/7X/cwAmAUwB8ACFAHEAsQDpAMgAWwAMAEQAAgHPARYCoAG2AOL/iP+//18ANQECAnMCMgIfAYr/Lf7K/a7+awAVArkC/gFYAL7+Df6D/q7/1gB4AYcBNQHDAFsAGQApAJYANwGmAYYB3AAnAA8AyADWAV4CygFWAN7+Ov6l/pj/RQApAFz/aP7W/ej9g/5N/9D/sP/1/iL+4f1r/kz/tf8y/xr+Vv2i/fX+ZQDTALb/mf27+yD73Psq/Rn+Mf6e/dX8M/zE+2/7Lfst+7D7uvzR/Tn+gf0L/O/6Mvv4/E3/yACNAOn+Ev1L/An9rP4cAJoAPACo/3//7f+kADoBaQEoAbAAZwCwAKEB4wLZAw0EkAMAAxID+wMvBdAFZAVLBHIDkgOXBLkFHwaBBVYEbwNgAxUE7AQ+BcgE2AMDA8MCKQPTAygE1QMMA3ACfwIcA6QDhgO5AsQBRgF7ARgCjgJuArcBxQAJALP/q//B/8r/q/9W/9v+fP55/tL+Lf8h/5T+5f2Z/eX9f/7a/p/+9/1s/XP9Gv7y/mn/Mv+G/gH+J/4U/1IALAEjAUoAT/8V/xUA6gF4A7gDhwLTAO3/ggAwAtwDjgQBBLMCawG8AMcAUQEHApcCwAJZAmsBSAB1/0//4v/WAKYB7AGEAZcAfv+X/iv+XP4S/wkA6QBjAUMBiwB1/3b+FP6f/tP/9wBOAZwAXv9i/iv+pv5T/7X/qv9m/x7/3f6G/hr+0f35/aD+df/3/9P/GP8t/of9e/0g/kH/WwDQAFMAPf9r/qn+BwDBAboCVQLlAIT/Of9HAPMBHwMfAzYCTgEvAfgBCAN4A8YCPwHc/5//vwBuAmEDyQL3ABj/VP7+/moAhgGVAaIAVv9o/j3+wf6Y/1IAnQBeAK3/3f5F/hn+Tf64/kH/1/9TAFgAjf8T/q78TfxA/dX+2f+I/zb++vzX/Or9Y/8vANb/zP4R/ln+e/+kAA8BjgCZ/+/+F/8NAEAB5wGSAYUAkP9t/zgAZAE5AlsC8gF1AUUBgAEEAosCzQKaAgYCYQEoAaABlwJsA3gDnQJoAZ0AjQDQALcAAAAS/5X+xf4z/z7/q/7i/YL9wf09/mD+7f06/dX8Ev3H/YD+3v7A/kv+yv2P/cX9U/7U/tj+Pf5S/a/8yfyP/W/+xv5W/nD9r/x3/Mv8YP3n/Sv+FP67/WH9Xv3R/Xr+5/7R/mD+Ef5D/uP+ef+b/0n/7v79/oX/NQCuAN8A8QAOASsBHwHmAL0A6ABxAR8CpwLoAvcC7wLcAsACsALJAg8DTgNDA90CUAL7AQoCUwJuAhMCXgG2AHYArQAiAZEBxwGqAS8BewDk/9D/ZQBdAS0CXgLkARwBiAB5ANQASQGMAZUBewFRARQBxQB2AEEAJQAYABMAHAApABsA1P9Y/93+qf7Y/j7/hf9k/+P+U/4B/gX+M/5Z/mP+X/5T/jz+Hf4I/gf+F/4l/iX+H/4l/jn+Sf43/v79xf3T/UP+4f5H/zP/yP5o/l/+pv74/hr//v7A/nz+Rv4i/hD+Fv4w/lD+Yv5a/k3+Wf6L/sv+9f4E/xj/Uv+u/wcAMwAyACQAOwCFAOgANQFPATsBEgHxAOsACAE7AWgBaQE0AeAAmgCHAKoA7AAmASwB+gC0AI0AlwDAAOYA+gD8APMA6wDzAAYBEQEAAeMA6AApAYYBxAHEAZgBbAFgAXUBlwGmAZEBZgFMAWEBoAHjARACJAIcAu8BnQFIARUBDgESAf8AyAB8ADIA+f/H/5X/Y/9D/03/f/+4/8v/sv+B/17/Xv9+/67/5P8QACkAJQABAML/hP91/6X/+f8wABsAuf81/8j+lf6f/sP+y/6S/i3+3v3V/QL+Iv4C/q/9ZP1Z/Zb98f0o/hb+y/2J/YH9uf0I/kn+ev6f/rX+r/6Y/p3+7v6C/xYAWwAvAMX/fP+h/zIA7gCAAbsBtQGgAaMBwQHqARACMAJKAlUCOQLtAYEBIAHzAAIBNQFmAXoBbAFPATgBNQE9AUIBPwFGAW4BsgH2ARYCCQLbAaMBaQE1AQ8BBQEVASwBHwHNADwApP9D/zn/Xv9f/wn/dP7u/b794v0n/kv+Of4F/tH9tf2w/bL9sv2y/b792P3z/QH+/P3w/er97f36/SD+bP7L/hL/Kv8g/x3/Of9w/63/7v9BAKgAHQGMAeAB/gHjAbcBuAEHAnoCyAK8Al4C3AFoAS4BPwF+AakBhwElAdEA0AAXAVcBUQECAaUAdgCQANkAFQEZAeMApACHAI0AjQBkACUA//8BAA0A9v+u/1//MP8k/xf/6/6d/lP+Lf45/l3+dv5i/ir+9v3q/Qf+J/4t/hr+Dv4X/ij+Lv4o/jH+Xf6u/g3/XP+B/4H/fP+b/9//JQBLAFMAXgCIANMAJQFkAYYBjgGMAYoBjAGMAY4BngG9AcoBmgElAaEATgBQAIsAygDZAKUAPADb/7v/8f9OAIcAcwAvAPb/+f87AJcAzgCzAFAA6//R/xAAbQCdAIIAOQDw/8T/uP/C/8v/tv9v/wP/mv5l/nL+pv7J/rj+fP5D/jb+U/52/oL+ev5//qj+8f49/3b/pf/x/3EACwF9AaABiQF9AacB/wFeAqUC0QLlAusC7gIFAzsDfgOnA50DYAMLA8ICmQKOAoUCXwITAqoBOgHKAGEABAC8/3z/Kv+9/kj+/v3+/TT+Zf5c/hf+yP2l/bz95/38/ev9x/2t/ar9vv3i/QX+B/7H/UP9rPxN/FH8n/zp/Oj8j/wX/NL75/tF/Kv84Pzd/MD8r/y9/PT8Vf3b/WP+vv7d/t7++/5P/7//JQB5ANMASAHKAS8CXgJnAnYCpwL5Ak4DjAO1A+QDMASFBLAEhwQkBMwDuQPtAzUEWQQ2BMYDFANIAqoBfQHJAU0CpwKQAgcCUgHHAJMAswD2AC8BVAFvAY4BmgF4ARoBmgAtAAQAJQBwAKcAlwA1AKH/Hf/d/ub+B/8A/6n+JP6y/ZL9zf06/pz+wP6g/lf+Gf4H/ir+Zf6g/s7++v4p/1L/Zv9c/0n/TP97/83/HABEADAA8/+z/5//x/8VAF8AhAB7AFkAPwA7AEQAOQD//5X/Nv8t/4//FgBQAPP/Gv83/rn9uP3//Tn+KP7T/XD9O/1K/YH9tf3R/er9Df46/mX+f/6J/ov+l/7F/h3/iP/b/+3/yv+f/5X/rf/O/+X/9/8TAD8AZwBwAFUAOQBHAIoA4gAZARoBBQEGATQBeAGjAZsBcQFRAV4BlQHQAfUB/gH+AQcCHwJIAn4CsALAAqICbQJQAmUCmgLCAr0ClwJrAlACRQI/AisCAgLQAa8BpwGsAZsBXgH9AJEAMgDx/97/7v/2/7v/Jv9r/uj95P1J/sz+Gv8Q/77+Tv7z/dX9Av5v/vL+W/+K/3X/L//n/sz+7/41/3X/kv+E/1D/+P6R/kj+Tf6l/hf/T/8h/5z+Bf6q/bj9KP7I/kf/bP8s/7T+SP4d/kX+o/77/h3/Bv/e/tr+B/9T/57/1P/5/w0AGAAiADgAWAB8AJ0AvADiABUBVwGSAbABngFjARoB6QDlAAsBTgGnAQECLQL8AWgBqwAnACIAlwBDAcoB5wGEAdQANQAHAGsAKQHMAfIBgQG8ABUA6/9HANoAPQE3AdwAaAABAKL/T/8q/17/3P9VAGUA4v/y/gj+nv3z/en+/f+OADYAD/+r/cn83vzY/SD//f/5/yn/Dv5D/RH9af0O/sv+fv8AACkA6P9k/+T+pf6y/gT/h/8hAKcA4wC5AEsA8P/z/2oAHAGbAZQBAwFNAPb/TQAsARUCfgIrAk4BZADx/zsAGQEHAnoCRQKsASsBFwFrAeEBOAJfAmICSgIQArcBWAEpAU8BuwEiAjgC5wFjAfMArQBoAP3/cv8E/+b+Ev9T/3P/XP8S/6b+Kv62/Wz9Z/2r/Rr+b/5f/sr94PwZ/Ov7efxd/eX9hP03/Kv6zPk0+rb7eP2R/rT+VP48/ub+JABaAfsB+AHHAf8B3wISBPIEBQVWBGkDxgKiAsYC3AKdAgICOgGcAG0AvQBMAbUBuAFjAfkAvwDQABoBcQGvAcMBugGpAZgBgQFkAVEBVQFuAXcBWAERAbkAagBHAG4A3QBaAYcBLAF2ANT/of/R//3/sP++/nP9bPwi/ID81/xO/LL6tPhv95D30fgz+tL6c/qQ+fH4D/ni+fj62/tj/Mn8WP00/kT/UwA6AekBbQLgAkwDpgPVA94D5AMMBEcEUwQHBIQDJgMgA0gDOgPCAg8CiQF4Ab0B9gHeAYEBOAFGAZ0B5gHSAWgB7ACcAHkAXAA8AE0AwAB4AewBigE8AJz+j/2l/aL+rv///2P/SP5e/R79jP1A/q7+a/5z/SX8C/uC+n/6qfqv+oX6ZvqL+uX6Kfse+9r6svry+pv7dvxM/Qr+rv49/83/kQCvAfkC9QM4BNIDYwOjA88EZwaAB30HhQZ3BSsFxwWsBgUHfwaKBdcEvQT6BAsFowT2A4YDtgN9BF0FvgVYBWQEaQPsAikD/gP6BJAFZgWWBKcDJQMuA3EDeAMcA4oCEgLhAfgBJwIcAooBXwDv/s39YP2G/Z799fxg+2n5//fM96z40PlW+gL6V/kh+dv5XvsD/RT+Lv6H/dX85vwF/rL/9AAcATUA9/4z/kP+4f5t/2H/uv4B/uL9oP7R/6cAlAC//+T+yf6o/w4BGwIWAusARv8i/if+OP+TAGEBRgGEALj/Y/+f/yIAjQC9AOkAWAEHApYCmgIJAkgB5gApAc8BKAKJAb//bf3L+877Sv3a/uH+1/zF+YT3Uff6+Cb7Wvz/+536V/kS+ef5L/sZ/Ej8CPz7+5z85P1J/xUA6v8P/1/+ov75/8ABEgNxA/oCOAKqAZUB7AFqArwCuQKEAlUCQgIeAq8B9gA4ANP/8f9rANMAswDu/+/+cv71/jgAbwHeAYoBJgF4Aa4CNgQ4BUQFlwTvA+QDhARbBeEFzQU7BXQEzwN9A24DNwNVAqoAxf6K/YL9Xf4j//r+wf0c/Pf64/q++9L8W/0E/Rf8PvsL+6z74Pwo/h7/p//w/yoAXwCBAKoALgFRAucDVwULBuUFSwXIBK0E3AT5BKUEzAOlApgB4wB+ACwAtv/7/gH+5vwH/NL7f/y5/bj+xv7K/Wn8p/sx/O79EgCzAWgCdwJzAqoCBgNUA4kD1QNcBAwFowXPBV0FZAReA+ACDwNYA9ECAgFu/jb8Sfus+4n82vwX/IX68vgh+Fn4afnS+gH8ZvzB+3b6kvkc+if8if7C/zL/lv1d/Hz8wf0Y/2z/ev4O/Wn8O/0Q/6oADwFNAET/y/4S/5z/vP8b//P9Bv0k/YP+cwDPAdYBxwCN/wn/eP90AGkB/wFBAmsCpQLJAqgCWwJFArYCdAPpA7gDIgOuAqsCAgONA1wEZAU2BicGAgV4A70CigN3BSYHUge5BVsDvQHNAToDvAQOBcQDcQEt//H9IP5q//EAwAFPAef/aP68/UP+of8RAeYB5gFMAZQAHgAKAEcAqgD0ANYADACl/hX9CPzZ+zr8afzF+0v6mfh391r3Lfh1+ZT6DvvL+kf6Xfqs+/f9HwD6AEoAD/+p/rX/dAGHAhMCewAB/7j+uP8UAa0B/QBe/7b92vwj/Wb+EwB+ARgCyQH6AFYARQCuACABOwEAAcAAzgBCAekBdwLCAt0C9wIdAyAD0QJRAg0CaAJdA4AETAVyBfwELQRnA/0C7AK5AroBtf9Y/eX7J/yn/dL+N/6n+3z4kPbm9gH5UPtc/K/7+fl5+Cv4VPl1+6L99/4N/0X+hP2e/a/+HwAsAZIBrwEMAskCjQPvA94DoANrAywDmgKUAVYAZP8V/1b/p/9//7v+p/21/Bf8rftK+/r67Po9+8L7SPy3/Bv9eP2o/Zj9bf1+/Qf++v4HANEAEQGoALn/tf5R/hL/0ACRAhwD3AF4/139svxz/X3+lP52/QL8Yfvz+xL9tf1V/VP8fvtw+zH8Wf1o/gD/Bv+r/l3+mP6e/0sBGANWBJAE0wPOAm0CSQM3BWkH/QiQCV0J5QiOCHQIfwiDCG0IQggTCNYHYAeUBqYF/wTiBBUFBQVKBBwDOQJQAmADrQQ6BYgEDgPwAS0CygPMBfcGvQaKBVEE3gNlBI0FsAY1B+sGFQY1Ba4EigSRBIAECATNAp8A0P04+7L5ffkC+k76qvn/98315PML86nzgPWw9yn5O/kT+LD2SPaG9/H5Pfw1/bf8zfvH+xf9BP9NADMADP/o/db9JP89AQgDmAPLAlIBOwA1ABoBIQJoAqYBXAB8/7z/CQGcAngDKAP5AbwAKQB2AFUBPwLDArMCJAJmAeAA0wAuAZoBygHAAa8BowFXAY0Alf9E/04AZAIrBD8EVQKe/+r9S/5NAFUCzgJUAd7+8vyF/GT9jP7v/iT+gPzY+v/5VPqV+/X8rf17/c78dvz+/Fn+6P/wABEBfADX/9v/zgBWAp0D3wP0AmkBLQDr/5YAgQHWAT8BCgDj/i3+zv1m/cb8Lfzq+/P70vsh+xb6dvnf+TH7kfw6/Q/9qfyv/E39K/7X/iP/R/+i/2gAbAE/An8CLwKmAUgBNwFVAXgBigGJAWsBLAHcAJMAZQBQADYA8P9D/yj+9fxT/Mj8PP7u/+wAwwC+/5z+FP5o/lv/dABkAS0C8QKSA7YDNQN6AlYCNwOgBH4FDgWEA9kB/QAxAf8BqgKzAhwCTgG2AH4AgQB4ADMArf8D/3T+Pf59/gf/f/+W/03/5v6o/q7+7v5J/6H/4v8TAFkA1gCBAR8CVQLpAe4Av//U/nn+nP7S/q/+Hf5p/eD8hfwL/EH7Ufqy+bX5P/ra+hH70vpw+lb6sfpQ++H7Nvxi/I782/xd/Rn+8f6b/8v/kP9e/7X/pwC1ATUC3AH6ADUAFQC0ALUBfgKjAisCiQFFAakBlAKaAz4EMgSVA/IC9ALbAz4FRwZHBjIFngNfAgICkQKSA1EEVgStA9QCXAJ8Av8CdAOJAy8DogI4AiUCXAKgAsMCzgLjAgID8QJ3AqoB7gCnANYAJgE4AQABwAC/AAYBYQGVAY8BaAE4AQMBywCqAM4ATAH5AXwCigIYAlUBjQD8/6v/fP89/9j+af4g/hP+F/7n/Vj9hvzO+4T7svsB/P/7jPv0+r36JPvt+5386/zm/Nf89PxD/aT99P0r/lH+bP59/oX+oP77/pj/LQBWAOf/Kv+3/vX+zf+uAA8B0QBQAA0APgCzAAkBBQGrADUA5P/n/0oA8wCgAQ0CGALGAUYB3QDRAEgBIQIAA3QDKwNCAj8B0ABaAaIC7AN0BN4DWQJ4AO/+Tv61/rj/lACxAO7/tf6k/Sn9Vf3f/V/+j/56/lf+Vv52/pr+vv7+/nX/FgC2ABQBDAG2AF8AagD6ANgBiwK5AmUC4QGDAWkBegGSAZ4BjwFOAc4ANQDN/9b/RQDOAAkBtwDq//7+Zv5O/oX+q/6V/n3+r/4n/4L/Wf+y/gf+3/1c/iT/sP+t/y//kv5I/oz+R/8WAIIASwCl/xT/Ev+y/4EA4wB7AHn/ef4U/mv+Af8a/0D+nPzR+qr5n/mZ+tX7Tfxd+2P5lvcs92f4Xfq5+7j7q/qs+bz5Efvu/FT+wP59/j/+gP4q/9b/OwBuAMIAXgEbAooCYQK1AfAAhwC3AHgBhAJuA8QDZAOlAiICRALrAqED+APSA1cD0wKRArYCIwOPA8ADuQO2A98DMgR0BG0EEwTDAw8ERgUDB00IWgg4B80FGgVpBTkGvAaFBsYFEQXOBO4E/QSRBJcDTQL/AM7/uv7O/TP9Bv0U/f38evyy+xr7EvuK+xH8Ovzw+3z7R/uN+zf8+vx+/Zz9Yf0B/bT8ovzR/Cr9fv2q/a39nP2B/Wr9hP0N/g3/EwBzANn/sf7i/ST+bf8PATwCigIkAo4BSQGHARkCnwLIAnwC4wFUATgB0AH5AiQEsQRnBKQDHAM4A8kDPgQwBKkDCQOoAosCfgI7ArABAgFqAAwA4v/N/63/Y//O/vb9Kf3g/FP9Kv60/ob+4f1h/XX99P1l/mn+Ef6o/XL9Zv1J/en8UfzC+4b7svsc/HT8dvwN/HX7D/sm+6z7QvyO/IX8d/zI/JX9kf5H/2r/FP+s/pL+5v5+/xgAhACoAH8AIQDN/9f/ZQAsAYQB6wCE/x3+s/2l/lgAqgHBAbcAdv/7/qf/+QAVAlUCsAGlAOT/+f8VAegCsASbBU4FKAQCA5MC/wLYA4AEogRUBPsD7QMzBHkEVwSqA64CxgEoAbkASADI/2P/UP+h/xwAawBBAKT/9P6r/gH/tv81AA0ASf9l/vT9QP4V/+7/SgADAF7/0f6p/t7+Of+H/7z/5f8iAKIAdQFYAq4C9QFWAMP+S/5B/9oAzwFSAbj/H/6S/TP+Kv9n/3z++/z4+zD8hP0t/18AygCaADwABgAeAH4A9wBUAW8BTAEOAdkAxwDXAPcACwH3AMoArgDKABkBdwHAAeYB6QHTAcEBzwH1AfwBsAElAZQAEgBn/2P+Vf30/Kr9B//c/xX/ovym+cf3C/ge+ov8zf1Y/c77aPoK+s/6K/xj/QH+E/4C/j/+5P64/1gAjgBwAEEAPgB5AM4AFAE7AU8BYwGDAb0BHAKNAtQCsQIiAnQBFAFFAewBlwK/AiEC/QD2/4r/tv8AAAAAtv95/4r/2f8wAIgAEQH2ASgDSgQABSYF6QSoBLYEKQXWBW4GtgarBncGPAbnBTsFCARbAn8A4P7E/TD98vy//GX82/sq+2b6sPlD+Ub5qfkO+h760PmJ+c/56/qp/G7+j/+r//T+Df6z/Uj+ov8sAUEChAIQAmQBDgFUAfgBXALcAU0AOf6m/Gn8f/0G/+f/nv98/lD9yfwO/b/9Rv49/qj9/fzM/HL93f6aABwCAgNBAyMD/wILA1EDsAMKBEQEXARqBIUEnQR9BPkDHQM1ApgBaAF3AV4BywC//6j+FP5J/gz/1/9CADIA1v91/0b/RP9G/y3/If9t/xkAwADKAAEAy/7R/Yn94f1j/oz+HP5E/Y78evwv/Uj+Hf8v/3n+eP3a/Az95f3B/vv+a/5+/dj87Pyt/a7+X/9b/5/+mP3r/BX9Fv5f/yQA3P+r/l796fyz/VL/zQBOAa0Aef+S/ov+TP8sAIIAEAAj/0D+yv3e/WX+M/8BAHQASgCS/7r+Tv6a/oH/kQBXAZIBWwEIAewAFwFSAVgBHQHRAKoAtwDcAPQA+gD8AA8BQAGAAawBmwFMAeUAmgB/AIcArgAMAbABfwI3A6ADrQOKA34DygNzBDEFkAVMBYcEsAM6A0EDmgPeA6wDvwIlAU//5/1t/c79b/6O/uL9z/wd/Ev8Kf3z/fr9Ov1W/Bn81Pwu/nn/JAAKAG3/u/5j/pj+Sf8qAN8AJQHpAFIAsv9t/83/ugDKAYUCtgKEAisCzQFkAfEAiwBhAIQA6ABUAYoBbwEuARwBcgEcAtoClANxBKEF/QYICEUIrQfDBk0GzAYZCHAJ8gk+CcYHdwYIBnwGLAdaB6sGVAXQA5kC8wHVAfMB4wFSAVUATf+y/rj+Of/T/xsA4f9H/7v+rP4b/4L/Nf/0/UX8CfvR+m/7LfxN/Hn76vk8+CP3CffT9/T4x/nn+U/5Tfhh9x332/d9+Vr7mvzS/EX8svvE+6L85f3y/mT/R//x/qj+ef5W/lr+yf6u/7oAbAGMAVIBIgEjATgBUgGOAQoCqgIYAx8D2gKXAn8CdwJcAjsCUQK0Ah0DFwNtAmYBiwAtADUAWQBuAGQAGABT/yr+Lf0e/Sf+gf/8//3+Cf1h+w77F/yZ/XH+Dv63/DH7H/qv+ar50Pn2+f751fmS+Xj5vvlK+r362vrJ+vr6qvuo/I/9FP5I/m7+yP5n/xsAnADFAMgAAwGpAYQCKANeA2EDowNfBGoFUQamBksGgQXJBJEE3QQbBXoElgLr/6v99fwE/v//jwG4AXEAl/5Y/XX91f6uACUC2QL6AgIDPgO2Ay0ESASyA2ECzQC//7j/eAAiAfcA+f/F/gL+1f3k/cT9Sf2U/Oj7bfsm+/r63vrU+tj61fqp+ln6FPoO+kr6pvoJ+3z7EPy3/Gb9Ov5n/+MARwIJAwIDiAIyAmcCRgOoBCsGOwddB5EGaQWmBKIEIwWhBbwFagXpBIoEeQSaBJYEHwRFA2oC8AHsARgCGwLQAVUB8ADaACMBpgEeAlMCIQJ9AX8Ae//m/hv/9P/DAMgAv/8k/s78S/yC/Nj8z/xd/OX7zfs0/PX80P2a/if/T//9/lP+qv1p/b/9n/62/6QACQG3ANP/0f5L/o/+cP9hAPAAFwE0AaQBdwJ1A1sECwWEBccF0AWtBZAFtgUuBsIGGAf7BogG/wWKBRQFcASHA3kCcgGlACIA1P+B//L+M/6G/ST9+/zA/D/8nPs0+0n72/ui/Dr9Vf3r/EL8yPvI+zr82PxH/VD96fw6/JP7T/uh+2L8G/1T/eD8Efx4+3j7EPzs/Ln9SP6M/oj+Tf7+/c793P0c/mP+g/5v/kj+Rf6M/gf/eP+7//T/dABaAXECWgPbAw0EOwSrBGcFLQaQBkEGWwVhBOMDDwSXBAMFFQXxBNcEzAScBCIEhAMVAwwDWwPBA/YD0wNYA7ACGwLSAdUB+wEPAuYBbwGzAN//L//G/pX+dP5f/nz+0f4a/+z+Gv70/Av84vud/Ov9M//K/1P/+f1f/Fv7fvu6/Fr+af9Z/3r+rf2q/WP+Kv9b/+P+K/6h/Wn9bf2c/ff9dP7j/g3/7/7A/rv+9f5W/9b/ggBYARgCdgJrAkQCRQJfAkECtQHaAAMAav8m/1D//P8MARgClAJKAoMBygBuAEsADwCo/2H/j/8tAOgAWAFOAc0A//8a/2L+EP4z/rv+fv9BAMMA3ACqAIgAyABSAbIBhgHZACUA6/85AK4AygBSAIH/w/5c/jH+5f0y/R38BPtc+nH6N/tF/Bf9Vv0P/Zf8Vvx0/Nj8Qf2B/Zv9r/3O/fH9Cv4X/jb+cv7B/vr+8f6m/lf+Wf7P/nL/wv97/8b+Dv6M/TP99fzY/NX8svwz/HP78voq+xn8Lf2q/TL9H/xS+5P78vyi/q3/u/9E//7+Nv+1/xgAOwAqAA0AEwBqABUB2QFVAkgC2wFvAVoBlQHYAdwBmAE7AfwA5QDrAA4BYQHsAZECKQOPA7gDsAOaA7IDMAQdBT4GOgfJB9gHgQf9BoIGJQbNBVgFxQRFBAoEFgQ4BDAE2QM1A14CkQESAQUBOwFhAUUBCwH3AAkB8ABhAHz/r/5J/jr+Nv4H/qv9Qf30/Pr8c/0o/qX+oP5W/lD+xv5s/83/5f8SAKgAjAFVAroCvAKIAj4C5AGVAY8BFgIcAxYEUASGAz8CZAFvAQkCaAINAh8BLQC//+3/bQDHAKgAIgCZ/2z/uP8/AKsAtgBeAOT/n/+//yIAeQCKAF8ALQAJANn/c//M/gT+YP0h/V792f0l/uT9Ff0W/Fr7I/tS+4T7SvuT+r75avnt+fj60vvc+xL77vkh+Sn5JPrH+3D9dP6P/hz+1f0//k//fAA9AV0BAwGZAI0AGgECAqACZwJ4AZ0AmgB6AZACKQMUA5AC7wFoASIBNAGBAbUBgQECAbAA6QCRAQoCzAHaANT/av/f/90AxwEvAgQCigEZAeYA7gD3AMsAcQAvAEgAygBuAcoBjAHAAOT/mf8nABkBjAH3AK3/i/5A/tX+vP9HABIAL/8f/on9s/1T/rr+dv6h/dH8r/yJ/Rj/mgBGAdcA1P81/7D/NAHsAtkDiQNzApsBvgGtAocDngMIA2ICHgIrAj4CNQIbAvABrwFpAU4BewHeAUcClwLLAtoCowIKAg8B8/8w/0f/TQC9AaUCXwIIAWn/Xf5C/tX+e/+2/3L/+/7B/vX+dv/3/zgAHwC4/y3/0f7e/kT/lf9s/93+cf6U/gf/Gv9x/oT9J/2l/WD+f/7K/dH8Q/xL/Ij8n/yM/JX88fyM/Qj+9P01/Uj8//vV/Gz+2/9qACIAm/9Y/3z/zv8JAB8AOQCHAPkAPQEFAWoA8/8YAM4AhgGpASwBhwBIAJcAFAE3AcMABACC/4f/5/8vABYAvP95/5L/5f8SANT/Uv8H/0T/xf/x/4H/3f61/kf/FQBfAMX/kv54/RX9lf2X/m//mP8j/47+Q/46/jH+Ef4T/mn+BP+Y/+f/5/+o/03/EP8m/43/DQBfAGcARAAfABAAEwAWAAYA3/++/9v/RwDaAEUBWwE4ARwBOwG1AXYCOAOVA0UDdAK7AaMBKALCAtcCSgKEAREBKQGXAewB3gFvAeAAeQBVAFgAUwBBAEgAjgD/AEgBLgHOAI0AogDjAPEAiAC7/8j+B/7Z/X3+wf/lACUBWQBB/8v+Qf8WAIIARQDZ//b/6QBIAi8D+gLQAZkARQAMAVECOwNmAw8DrQJzAlECKwIGAu0B0wGnAY8B0wF3AukCawLiADv/tf68/2kBXwL/AeAAHwBTADEB8wEYAqwBHAHQAOUALAFvAY8BnQGwAdMB8AHgAYMB5gA+AM3/lv9s/x3/wP6V/q/+tP42/jD9Mfzt+5z8uP1o/jH+Vf2G/F/85vy5/XL+5/4g/yf/Af+r/jH+rf1E/R79M/0s/av80vth+xT8vv0y/zX/qP2l+536O/sO/QH/HwADAOn+kv3X/Cr9Uf6M/xYAqv+d/rb9q/2u/i8ANAECAdH/n/5g/i//TQDuAPAAzgD9AGwBqgF7ASMBLwHkAc0C8gKyAX7/wf3c/fP/vwKKBGcEsAKFAPX+cv7L/m//1P/Q/5//pf/u/yQA8f9k//f+F/+7/24AvwCLABUAsv+e/9z/QQCEAGsA/f94/xD/u/5L/rj9RP0g/Sz9Ev29/Gz8YvyU/NT8LP3V/dL+s////8r/xf+tAJ8C+QTCBlIHrAZnBUsE3gMtBNkERwX8BOEDbQJoAVIB+AGRAnoCvQHaAEsAHwAwAGUArgDWAJwA//9b/yz/ov9nAOMAqwDb//v+nP7j/of/HwB2AIsAjQC8AEwBEwKFAjsCjAFmAUQCewPQA8gCKwEcAOv/5P8+//T9sfwd/Dn8U/yq+yT6g/jT93b4v/mP+kf6TPms+FX5WPvL/UD/0f7+/If7HPz4/p8CAgUSBWcDiQGdAMUAdwFVAm8D1AQbBpcG8gWKBDgDvQJhA9MEOQacBoAFVQNLAW4A6wD2AXECqQHN/+X9OP1m/sUAsALTAlEBov8+/3MAXgLSAx4EQQPNAbMAxQAWAsEDlgQHBIcC6QDK/1D/X/+Y/3v/yf7O/SH9A/0V/cD81vuy+t/5uPlA+i/7Bfxc/Cf8tvtq+237zfud/Pb9rv9DARwCDwKMAUkBqQF8AlcDFgTdBJ0F4gVXBT8EZANFA5cDrwMsAzICHwFOAAAAVQArAQQCWwL/ATcBXgCI/33+Gv24+zH7SPzy/vYBkgOtAsv/2vy/++P86/75/1L/3/1A/Uv+agAZAh4CWQDq/V38sfyY/rcAjwF7ABT+tfuR+tv6rPvF+6b6+PgN+K/4d/oH/BH8avo6+DX3NPh0+if8+/sr+lH4HPgX+kb9p/+Y/x79JPog+Sf7A/87Ag8DkQFH/+H9Lf7e/+oBMgMcA+cBhQD8/7AAOQKqA0sE+wMoA3ECWQL8AvsDxQQIBfkE+gQYBfUEWQSdA2sDJwSeBToHPggBCEsGxgPeAdUBuwNBBqkH/QawBC8C4AA3AXkCbgM9AwYCpwATAJ0AugFoAv4BogAK/+X9c/2l/U3+FP+F/2P/2P5m/mb+1P5v/9n/vv/3/t/9OP2Y/eD+awCmAWcCuQKNAroBRAB9/vH8Q/z0/PH+RQFzAngBz/5D/JD76PzI/lX/6/2Q++35JfpA/FX/+AHWAn4B4f7b/OH83v5FAVkCkQEAAGT/ogDxAnMEzwNXAcv+8P0w/zsBDAJ4AEz92vom+xT+PwHhARr/t/rc95T4NPzb/50A1f15+Y723Pbl+Zn9xP9J/6/82fnX+F/6Pf1J/0P/yP2R/Mj8CP7h/jb+S/yf+o/6Ivzl/R3+Ivzj+FD29fXy99f6uvyg/CP73/kn+jT8Gv9RAZsB1P9P/ST8pf1LAQwF6wZRBlEEqgKXAhwEHAYaBzYGzANPAU0AOwEIA+MDxgJVADr+v/3M/jAAqgDW/2X+h/0F/pL/CAF+ASABAAECAggEDwb0BkEGjgRBA6wDBQYPCfUKwgoACRsHNAZqBh4HoQegBywHlgYtBjAGlwYLByYH5ga6BhEHxAdECEIIEQglCIIIzAjgCPcIRwmmCbMJRwmLCNYHfQenByQIZwj7B/oGFgbzBY4GQQdUB4MGIgXVA0gDxgMYBYAGDgczBjkEMAIaASYBmAGaAfQAGwCk/83/cAAZATsBkQBe/0n+2f0K/ov+If/H/3YA/QAVAZAAcP8I/gT9FP1W/vn/mgAq/8j77/eW9eH1JPhE+jb6j/fN8z7xVfGw82v2hvdW9vzzcfL88mr1dviy+kb7M/pX+A73Xfc++aH7Nf1W/Vf8Hft8+sP6n/ta/E38T/vl+QP5YfnP+iT8Ivym+s743/cV+JP4jvgo+C74I/ms+tj75fvv+uf53/kj++T89v3Q/fX8Zvyy/Jn9V/4//jD9nvtK+tv5hvre+9r8Zvw2+jj3IPUe9ff2Lvkf+hf5rPZT9GrzU/Qz9qz36Pcb9xn2o/UZ9m33JvmJ+hL76Pqr+sv6Kfty+637S/yE/f3+EAB8AIsAsAD8ACMB5gBzACkALQBOAFIAMgAHAN7/y/8PANcA2wFqAvgBpQAd/yf+Rf6Y/7oB0gPgBGcEyAIgAZ0A1QFhBCEH5QgaCRkI1AY7BsIGRwgoCpsLBQxMC+sJtghlCCAJVwoaC8UKgAkHCCAHIQffB7wI/gg/COIG1QXSBbEGrwcuCD8ISgiQCOsIDAnXCI0Ipgh6Cc4K5AvuC7wK7AidB6MH9wiUCjoLZgrJCJ4HmwdtCDgJVwmrCIcHcwbsBSsG7gaWB6EHAgckBpgFrAUtBoMGJQYYBfADTgNSA5IDhAMPA50CvAKQA5AE3wQEBEcCeQBh/1n/TQC9AewCPgOdAoQBiwDo/2r/3f42/pb9Kf0O/T79bP0p/Tz86PrK+Vj5fvmf+Q/5pvcE9j71BfYC+O75dvoy+QD3Y/Vd9bn2WfhB+Uz5Bvns+An5MflJ+Vj5Z/mG+dz5ffok+1X7zvrS+QP57/jK+Vv7AP3r/aL9cPxE+xT7HPy5/fT+Nv+y/iv+V/5V/5QAUgEiATwAWP/+/ir/Vf8M/4D+Wf4E/ywA7gCaAEn/vv3s/GD96f62AMkBpwGqAL7/ov9rAIEBGwLgAREBSwAKAFUA1wAmAQYBcwCh/97+fP6f/h7/iv9k/4D+O/08/Ov7Efww/Av83Pvo+xH8+ft7++n6svoD+6T7NPxT/Mr7ovo3+Sf4FvhB+Ub7OP0d/pj9Ivyx+gr6V/o7+xr8dPwk/HL72Pqf+rf66/oh+1X7dvt2+237n/si/L/8G/0d/en8xvzb/Cz9p/0x/rj+Mv+K/57/Vf/b/pX+4P64/8MAlwECAhgCCQL2AfMBGwKcAoMDlgRpBbwFsgWjBb4F5wXtBcoFngWSBbIF2wXNBVIFfATBA6YDPgQRBYMFWwXiBI4EowQRBYwFvgV7BdYEJATSAxIEtwRPBXoFNwXWBK4E3ARPBeEFXwaCBhsGRgVwBA8EUQQbBSUGDgdnB+8GxwVxBIQDSAOmA00E1wTrBHkEzwNnA4kDBARnBFkE2QMrA6cCiwLmAoYDDAQtBOMDdwNAA08DUgPpAhACOAH/AKoB7wIeBIsE4wNlAtwAJwC0ABwCdQPsA1EDBAKlAL7/kP8ZAA4B9QFtAksCmgF/AEb/Uf7+/Vf+Cv+h/8f/cP+7/vP9fv21/YX+T/9f/5/+wv28/eH+lAC9AaQBcAAA/0D+mP6c/3gAhwDI/9H+VP6f/lz/3/+h/6b+hv3s/Cb96P2J/oX+2f0J/av81/wU/dj8Ivxy+0z7uPtj/P38Vv1e/Rv91/wE/dv9AP+//6X/4P4W/tv9PP61/qb+5P3y/Iz87/x//VP9FPxq+nP52Pkj+yL81vtA+kv4CPf39tb39/im+Yb5uvjG9yv3F/dN93v3avcX94v27/WQ9bn1avZN9wX4avia+Mj4BvlN+Yz5sPm4+ar5mfmh+cj5+fkF+s35bPkn+Tj5mPkU+nr6r/rL+gf7lvti/Az9Pv0d/TL93/3g/oz/ef/s/oP+rP5T/wYAUwAVAJL/Rv+N/1IAJQGRAXEB/ACaAK4AWgFzApIDRQRbBAQEvgMCBOAE4QViBhkGUQWmBJEEHgUCBr0G2gYuBgwFGQTkA4AEhwVdBpYGCwbyBMMDDgMlA+YD5QS8BUEGagY5BrwFNQUGBWwFTQZAB+QHCwjCB0EH0gbDBjsHGAjsCD4JyAinB2gGzAVTBt4HnwmcClkKIwnGB+sGtwbmBjIHhwf4B2sIkwglCCwHDQZXBWYFLgYuB6YHGwfABVsEuQMZBAgFxgXMBRUFHgSJA60DUAS9BG4EdQNlAskBvQEEAlMCdgJYAvIBWgHDAGEASgBeAGcAOQDb/2n/9f58/u79Yf0G/fr8Jv09/e78Mfxp+yb7rPuj/Ef9Cf0B/M/6EPr5+Vz63vo4+037L/sD++D6ufqC+lf6d/oH++v7wPwj/fv8hvwo/Br8Vvyo/NX8uPxI/Jv74/pW+g36Bfof+jz6NvoE+sT5tvkH+qb6Y/sa/LX8Dv36/JL8RfyL/HX9i/41/z7/9/7b/iP/kv/F/6L/af9v/7L/x/9K/03+Yf0j/bL9i/7y/n3+Zv1A/IH7N/sn+xv7+Pq1+kr6zflw+V35gfmw+db5EPp6+gD7Xvts+0T7NPty+/z7l/wE/R795vx2/PD7b/sY+xL7Z/vl+yv8+Ptp++762/oY+0r7N/sG+xL7gPsa/JX81fwE/Vb91f1p/gb/vv+lAKYBbgK0AnwCJwI2AuYCAQT/BG0FRAXaBJQEkQS2BOsEQAXABUQGfAYwBngFqAQlBC0EwwSbBT4GRAapBcwENgQyBKsETgW2BacFKAVzBN8DswMHBMIEqQVwBsYGfAajBZMExwOQA+8DpgR7BT8GtwaRBpsFGATDAlYCAgM7BCUFKQVZBFQDxQLvAoYD9gPjA2MD4wK0AtwCIwNaA3QDeANuA14DWwOAA9ADNgSOBMMEyQSaBEIE7APeAzwE2QRPBVUF+QSFBEEEOARHBEsEOwQkBBMEBQTeA30D7AJYAukBpAFyAUwBUgGUAdgBtwH6AOT/Bv/G/gr/W/9Y//r+ev4N/rL9Wf3+/K78cfxD/Bn86/vL+877+Psa/Pz7kPsU+/H6U/v4+1/8Ovyl+/r6g/pf+o/6Efu5+z/8V/wE/Jv7ifv2+6b8O/1v/UT97/y4/NT8Pv3I/Sj+KP7F/S39sfyo/EP9Yv6V/1MAaAAJAJn/Xv9e/4X/1/9ZAPQAcQGmAaABiQF3AVsBKwH2AN8A6wD3ANQAZQC5/wD/ef5U/pf+Df9m/2b/AP9N/n79y/xw/H/8xfzU/GP8g/uR+ur5nPl2+T352vhn+Bv4K/ir+Gf5+/kL+o/53Phg+F34wvhX+d/5NPo/+vz5efna+Ev4Dfhq+Hv57voQ/Dn8XfsX+lD5mPna+nP8nv3l/Wz9xvyZ/Br9//3I/ir/Of8+/3D/zv8kADIA5/95/1b/yP+2AKcBHAL/Ab0B4AGUAncD6QObA9ACHgIZAukCQQSGBTMGIQaTBfEEdwQnBO8D1gP8A3MEIAXJBSUGAgZkBYoE2wOdA8YDCAQiBBYEGQRUBK0E4gTWBKIEcwRrBI4E2gQ4BX0FbwUCBW4EGAROBBIFFgbdBhQHwAY7BtsFsgWVBWcFVAWPBQIGPwbyBUAFvQTWBFQFkwUgBS4EXQMcA1QDpAPMA9kD/ANFBJcEugSKBB4ExwPVA0cEyAT0BLAEMgTJA6YDyQMWBFMERATWAzsDxgKgAq0CqwKCAk0CMwI1AiUC2QFLAaUAJQD5/yEAeACtAHgAxP/V/if+FP6a/k3/rv95/9r+UP5N/tH+Z/9+/+v+EP6K/bD9S/7P/s/+UP6k/Sn9Af0X/Uf9eP2f/cT99/0//nL+Wv7W/Q79Vvz7+xT8gPzs/Pr8hvzK+z77QPvF+3n8+PwR/c78bvxD/ID8DP2V/dP9zv3W/Tr+BP/l/2sAXgDU/yT/oP5d/jf+/v2Z/ST9z/yp/IP8C/wj+yH6lfnT+az6kvvw+3D7FvpQ+Nr2Wvbv9hH49fge+ZP4tff49qn20vZH97z3Afgi+Ev4kfjP+MX4XfjT94T3pPcb+In4l/gf+F33zPbg9pv3gvjv+Jf4uffl9o32z/Z+90748vhB+Un5SvmT+VD6fPvd/Br+8v5K/z3/9/6s/pr+9/7h/zQBnwKtAwgEqgMFA7QCCAOyAxUE7QOdA7YDaARMBeEF8gWkBTcFzgR2BEEEWwTsBOkF8gaPB4YHDwerBsAGUgcTCJ8IuQhwCA0I5wciCJcI9wgMCegIyAjcCAsJBQmfCAEIkAeKB8oH+wfnB6MHagdwB8QHRAi2COAIrAguCKMHTAdgB9YHZQijCFAIlgfyBssGIQebB88HngdDBwgHEQc+B2AHWAcyBxEHHgdmB7sHxwdbB6wGMAYzBpYG7wbaBisGAgXJAw8DKQPWA2UEPARUAygCSAH2ABUBUQFJAd8APwDO/87/LACKAIQA+f8s/47+Vv5A/tX97/wE/ML7aPyB/Tn+9v3D/DX7G/rx+Zz6c/vF+137kfrt+bX5wvnF+Yr5IfnA+KP48fie+WP66foM+wb7Mvuz+078vfzx/A/9JP0a/dv8ffwf/MH7Vvv1+sz6+PpT+5D7cPvm+hv6bflH+dz57Pri+z/8/PuK+2f7tvtA/Mn8R/3I/TH+Ov68/d78/Ptm+0z7uPt9/Cb9O/2l/MT7Kfsa+4z7RfwB/Wr9OP1r/GD7l/pj+sD6W/vF+5v7yPqe+bH4cPjv+N/5xfos++b6K/qA+V752/mf+jf7b/tp+2P7b/tm+yH7uvqG+tT6ovud/E/9bf3x/Bf8TPvs+hf7nPsw/KP8D/2l/Wz+IP9V/9j+8f07/Tj99P0P/wYAggCBADsADAAtAJcACwFPAWMBgAHkAagClAM8BGEENgRNBAMFFQbLBqIGvAXABFMErgSNBWEGpQY4BmwFzgS8BCkFrwXWBWQFjQTKA5sDHgQSBRAGzgYrBywH7gaaBlEGIQYWBkoGvwY4B1EH1wb8BTQF3AQSBbYFeQboBp8GlgVCBE4DLgPSA7cESwVABaoE3gM7A/0CMgO7A04EqgSqBGcEDwTQA7YDuAPDA9AD7QMrBHkElgRRBMEDQAMgA1gDmAOUA04D/ALOAsICswKKAlYCOAI1Ai8C+QGGAfYAiwCNAAsBvgEzAh4ClwH6AJ0AlwDTACsBaQFaAfEAcwBEAIgAAAE/Af0ARABh/7j+l/71/mz/iP8e/2j+v/1Z/T39T/1n/VD95Pw2/IT7EvsD+1P76/uc/Br9If2r/AT8ovvL+2z8Pf38/Xn+jP4d/lb9qfyC/Ob8cP21/aT9b/1E/Rj9wvw0/Jv7RPtw+xz85vxH/ff8Nvyz+xP8Zv0a/1gAlgDt//f+YP5//iH/0/8zAC8A+f+//5D/Zv9m/87/nABbAXEBpQBm/13++f00/sb+W/+k/2f/oP6c/cb8Zvxi/F38B/xv+wP7NPsH/Pr8Yf3r/Mf7f/qb+WH5vPlW+tL6FPsv+zH7+vpc+mf5c/jr9xD41Pjh+bT65vp2+tz5vvlf+m/7XfzM/Mn8l/xr/Ff8bPzC/FD95f03/i3+5P2T/Vj9N/0s/UH9f/3n/WD+wP7a/rX+o/4K//T/4gAxAacAtf8d/2n/iwD4Af8CNwO3AgYCswH7AZ8CGAMMA44CEAL8AVwC2gIaAxED+gIYA3IDxAOtAwsDIgKPAcABlgJyA8QDeAPuAoUCZQKEAs0CIwNvA6kD6QNQBNwEaQXBBcYFhwVLBWAF6gWlBhcH/waWBmEGsAZYB9gHxgcpB3wGQQafBkwHwQejBwMHUwYQBmoGEgdsBxoHVgbDBdUFagbvBvIGdAbMBU4FFwUUBSgFOgU4BRcF1AR9BC0E+APwAxsEawS8BN0EqgQlBHcD0AJbAjUCXAKjArcCWQKPAZ8A0f9G//f+0v7F/sP+0v73/hL/4f4//mb91/zx/I39Mf56/mL+F/7I/YH9U/1y/Q3+F/8kAKQASgBe/4b+Tv7I/pX/OwBnAA0AWP+Y/iX+K/6c/iT/Wf/3/hP+G/2I/ID8wvzo/Lv8X/wK/N770/vh+wX8PPx5/LL87Pwq/VL9O/3g/Hn8Xfy0/Ef9pf2H/Qb9g/xF/EX8Ovzu+2/7Bvv0+jr7kvuf+yf7M/oP+SH4tffP9yf4Vvgc+Jz3Q/dy9xb4rPil+PP3G/fG9jX3H/gA+XX5cvk9+TX5j/ki+nr6Ovpz+Zr4Lfhg+Aj5xPkr+gT6avnP+Kv4Ffmz+Qr65fmK+Wf5tvlU+uv6T/ui+x/8y/xd/Xn9BP1I/MX73vui/Mf93v6C/4//Mv/d/g//9P8rAfABxAHlAC8AXwCBAfIC6gMNBJADBgP0AnoDRwTTBMsEQgSnA3QD2wOfBDsFVAUIBdQEHQXMBWsGowZwBhsG+AVBBvUG2weQCMgIggj8B5UHoAczCA8JtQnECUcJtwiDCLkIDgkrCe8IgggqCCUIdgjYCPgIvQhXCA0I8wfhB6kHUQcjB2wHIQjJCNcIJAgbB2EGRwawBj4HpwfEB48HIQeuBnEGjgb6Bm0HewfRBoQFJQRYA0YDjQOvA4MDQAMgAxoD/wK5AlgC/gHHAdkBTQIJA8EDFQTcA0kDvAKIAr0CHQNJA/QCHgIRATkA4f8EAGUApQB/APb/Uv/r/tX+z/58/sH96fxZ/Df8U/xX/CX85/vY+//7JPwL/Ln7Yfs0+zT7Tft5+7b77fsF/AH8Cvw5/HD8Zvzu+yP7XPr/+Tb6zvpE+wf73/ko+KD2+fVh9mP3Tvil+GP43vd19173m/f/9074bfh9+L/4T/kC+oX6pvp0+jD6KPqI+kD7AfyC/ML8A/1y/d/99P2V/QP9nfyC/JH8o/yu/Kn8g/wo/KT7L/v9+hL7Qfte+2D7W/te+2H7YPtp+5X76vtm/P38kP3k/cH9N/2l/G78rvww/Z79uP1v/QP91fwY/Xz9b/2p/Iz7xfrC+lD78/tD/C382fuB+1D7T/tn+377h/uB+3n7ifvF+zf8zvxq/fr9cv7R/hv/af/T/1sA6wB0AfUBeQL9AnID1QMzBJME7wQvBToFAgWfBE0ESwSWBN0ExgRWBAEEOwT/BLwF1gU+BX0ESgTmBPsF6wZMBygH2gbDBgMHdQfeByUIWgiXCM4IyAhnCM8HXQdmB+gHiwjcCJYI0AffBicG3wX4BScGJQbZBWQF/QTDBLwEyQS8BHYEBwS7A9gDSgSlBIcE7wNJAwMDOAO4Ay4EYQQzBLIDFAOiApkC+QJ+A74DbwOiAsEBQAFFAZgB2wHKAVgBqwD//4j/Y/+F/+H/WQDOABIBFQHwANoA9gA7AZIB0wHbAZEBCAGLAGEAnAALAWgBegE3AcUAcwB0AKcAogAJAOn+uP0U/Vj9Wv52/+j/XP8g/u78WfyC/CD9tv3i/Yn99PyS/Jf8zPza/K78i/y6/Dr9zf03/lz+Pf70/Zn9RP0B/eD89Pw+/Z793P3V/Yz9IP2j/C383/vo+1H84Pw7/TD96/zI/P78Vv1p/Qr9i/x2/BL9Of5y/0UAhABCAOT/0/9VAE4BUALjAs4CLwJxAQIBEgF0Ab0BmwEJAUcApf9Q/z3/OP8J/4n+wf3j/ED8E/xO/Kj81fzG/JX8V/wB/Jj7TPtY+7D7//v2+5j7NfsX+0D7cPtn+xX7rPpq+lr6SvoE+pz5YPmE+ef5K/oN+p75Lvn7+Aj5D/nU+GL4C/gi+Kj4Tfm2+cH5lvmD+b/5S/rd+h777vqZ+qD6Wvur/Cj+X/8MACIA2f+f/+r/2gAZAhEDWgMIA4UCRAJ6AhQD0ANtBLkEpgRIBMEDPQPsAvwCegMyBL0ExgRCBHUDugJQAkUCiwLlAgYDwwJEAuwBBgKBAgIDPQM0AxwDLgN3A9wDMwRUBD4EIQRFBN0EvgVuBnEGqgVzBGkDCQNhAw0EdgQ8BIQD4gLXAmAD/AMrBOMDewNaA6wDXwQxBcoF6gWmBW0FuQWaBqcHUQhHCKoH8gafBuYGkAcVCBEIkAf4BqUGnQarBqMGmga9BhUHaQdeB8AGqgWIBM8DwwNQBAwFagUCBdkDegKmAcoBqwKSA8oDLAMfAksBFwFkAbABgwHZACEA2/8iAKoA9AC9ABgATP+l/kj+Lf4Z/tn9Z/34/Nf8Ef1q/X/9G/1a/J/7XvvK+738tv0g/rb9tPyz+zr7WPui+6n7WvsL+x77k/sO/C387fuq+9D7evxS/dP9sv0g/aj8tfw9/c79Dv7u/af9df15/bP9Cv5X/nb+YP4w/gT+6/3o/QH+Lf5X/lr+Lv7w/dH93v3h/ZL94/wd/LL7zfsu/GD8IvyS+wf7vfqu+qj6f/o0+vz5BfpT+q/64vrV+pf6Mfqw+TH56Pjr+BX5GvnO+D/4oPco9//2OPe89034mfh5+Av4nvd997v3Mfir+Bj5ifn++VD6UfoI+rz5zflo+mT7VPy7/Gv8rPsP+wv7p/uS/F79vv2W/Rj9rvy6/Er9BP6C/rX+2P4h/4//9P8zAFYAgQDXAHEBRAIXA6MDvgOAAz4DWAP8AwAF9QVrBkUG0AWNBdsFpgZ4B8oHegflBp0G4wZ9B+oH3wdzBwIH2QYXB5sHKAiICKYIlwh3CGUIcQijCOwIOAltCYQJjAmSCZYJiQleCSwJIAlECWEJJAl5CLYHYwe1B1wIxgiQCMkH4AZRBmEG9AaeB+oHqgcRB4IGOwYoBgUGmAXmBDME1gP+A4cEEQVBBf0EggQyBEoEuQQpBUsF/wRiBLUDLAPjAs4CwwKUAj4C6QG7AbABnQFmARoB0QB+AAAAVf+r/k3+Zv7u/pD/1/9s/2D+N/2D/Hn81fwn/Sz95vx8/Ar8qvts+1D7Uvtj+3D7afs9+/j6zvru+lD7vvv2++T7mfs0+8n6cPo6+iL6B/rC+Vv5Bfny+Cn5dvmc+YP5Sfkb+Qz5CPnv+Mj4t/jg+EP5wfkz+oD6qfq9+tT6APs4+2r7jPuf+7v79PtX/Nr8W/2q/aX9Wf3v/JT8Vvw//F/8yPxg/eL9CP7B/T39xvyM/Jn81fwY/S397vxm/Or76vuU/KX9hf6p/v/95vzr+3j7n/sq/LX88vzA/Dn8jfvu+ob6efrI+kn7pPuc+zv7xfp6+nT6q/oP+4z7/PtC/Fb8VPxQ/FH8Wfx8/M78R/28/Qf+Iv4c/gT+7f33/U7++P7Q/40A/AAcARkBLwGOASsC2gJhA6kDwwPTA+0DGQRXBKsEDgVsBbIF3AUBBjQGdwasBrEGigZoBpEGDgeZB88HgAfiBl8GRAaLBvEGKQcRB7QGOwbKBX0FYQV6BbAFzwWkBS8FsARxBJAE4wQuBVoFdQWQBaEFjQVMBfEEowSIBKUE6AQlBTsFIAXlBJkERQTmA3oDFwPfAu8CTwPbA00EZAQhBMcDrwPyA1EEbgQfBKADUgNmA7ID6gPbA40DIwPAAoIChwLTAj4DhgN1Aw4DdgLnAZEBkQHhAU0CkwKHAjUCwQFMAegAnwB4AGsAYgBKACQA8/+z/1//Cv/R/rr+ov5R/rz9Cv12/CT8Efwo/EX8Pfzz+2/74vqA+lz6Tfou+gH68fku+rL6TfvI+x/8a/zF/CH9Y/1w/U/9FP3b/MP82vwb/Wb9lf2S/Wr9QP06/WH9nP2y/Xv9Gv3m/DX9Av73/pn/ov8U/zT+cv06/bn9rv6C/67/If9R/tz9IP4B/woAwwDpAIsA8/91/0T/av/Q/1sA5QA9ATEBqwDI/87+Cv6r/ar9yv2+/Vb9n/zc+1v7O/te+4z7m/uG+1v7LPsE+/f6B/sg+yH7B/v1+g/7Svtv+0b71Ppj+kr6r/pj++373vsq+0768flc+jH7wfuv+zr7+vpT+zP8G/2V/W/94fxm/G78Cv3z/a/+7/60/jn+2P3Y/VH+Df+k/7//af8M/x3/u/+aAE4BoQGpAaQBtwHeAfgB7QHGAawBzAEvApkCrgI2AmgB0QDuALUBnwIJA7kC9gFPAS8BpwFxAiADYwM7A/ECzQLmAhoDNAMYA9QCkQKHAtYCZgPhA+8DgwP6As0CIAOsAwEE5wOMA0wDdAMSBOwEowXcBYEFyAQbBMcD3gM7BK0EEQVHBT0F9ASfBIQEwgQ6BbAF/gUrBkgGSwYYBqQFCwWEBEIEXwS8BBEFIAXiBJMEeQSqBPkEJQULBa4EOQTsAwQEiAQiBVcF+gReBAoEOQSjBNYElgQYBMkD7ANxBPcECQVzBGkDcQIMAlkCAgNyAzoDWQJCAZAAnQA1Ab0BqgHsAPT/R/8Y/yr/G/+3/iT+tf2k/fH9Zv69/sb+fP4T/tj9/P1g/rH+q/5i/iL+K/5s/p3+gP4N/nX9/vze/Ab9JP3g/CT8Pfur+rz6U/sL/HH8Q/yW+8b6R/pZ+tX6WvuN+3n7afuh+x38mfzA/ID8DfzB++L7cPwd/Y39mP1q/Vb9kP38/VP+Wf4I/on9Cv3A/MX8B/01/e78F/wX+4b6ufpq+/T72PsY+zP6xfkU+t76g/t4+7r6z/lX+ZX5Rfrg+gP7rvoq+tb53PkN+hH6wflN+R75YPnQ+QT6xPlJ+fr4G/mW+Rb6Tfor+tX5hvlq+Yz53/lR+r/6+vrm+o/6MPoK+j36vPpV+9/7R/yV/On8U/3F/SX+aP6o/gn/m/9HAOwAaQG1Ad4BCgJiAusCjAMSBGEEfQSLBK4E+gRUBX0FQQW3BEUEYQQpBT4G/wb7Bj4GOwWOBJkEWAVqBj4HeAcdB5MGSwZtBrwG3AapBlkGQgaOBhIHdweBB0YHCQcLB0wHlgepB3MHIQfsBuwGCQcOB84GPAZ+BeYE1gRnBU0G9wYLB6UGPAYrBncG4gYmBysHAAfSBswG/wZRB48HkgdaBxEH5gbvBgwHAAedBvUFYAVABaMFLQZWBtgF5gQIBLID9QOABN8EtwQCBAYDLwLTARACpwIfAxQDdAKPAcgAYgBWAHkApwDQAPcAEQH6AIsAwf/j/lf+U/6V/pj+Av7u/MX76fqA+oP62/pT+5X7WPuo+uT5dvlz+Zn5n/mA+Xn5wfkt+j/6kvlU+FH3V/eC+Af6zvpc+in5HvjC9/73ZfjI+Dj5v/kt+kf6DfrB+aP5ufni+Qf6Kvpd+qj68vod+x37C/sU+1776vui/Ib9oP7W/7QAvwDu/9v+Wv7O/uT/8wB6AVgBqwCl/4D+if0M/Sb9qP0l/ij+j/2j/PT75PtC/Hf8E/xG+8D6APvT+3P8Qvxg+476f/ox+wf8Vvz0+0P7yPq8+gD7TPtn+0D75fp3+jD6OvqZ+hf7Y/tY+yb7GvtT+5D7c/vy+nn6gvoe++j7a/yL/Hb8Wvw3/Bb8MfzP/N/93f44/9j+S/4//uz+2/9fADgAy//N/50A9gEiA4ED9gLqAQ8B8ACvAfQCGASNBEQEtgOMAxkEFQXcBfkFjQUgBTUF6gX6BgEIqwjSCI0IHwjkBwsIcAi6CLEIZAgZCAIICgjzB5kHJgf6BlUHHgjYCAUJfAiKB8YGqQY4B/sHPgiZB00GHgXDBE4FGQZnBvYFNwXRBBUFwAU7BicGowU0BUsF3wV8BpQG/gUCBSQEzQMfBNcEZwVABTwE0ALBAZUBOAISA40DZAO0AtMBEgGqAKsABgGEAeYB+wHKAYQBWwFaAV0BOwH5ALwAqgC0AKcAVQDU/3D/e/8EAMUATAFDAa4A3/8+/wr/LP9Q/yn/rP4W/q/9gv1j/SH9u/xT/P/7xfuk+6z73Psc/E38afyV/N78J/0v/dr8S/zZ+837KPyl/Oj8yPxx/DT8P/xz/IP8R/zO+1b7G/s4+577Gvxl/FD83vtY+xL7Pvu/+z/8dPxT/Ar81vvO++H79vsQ/Dz8i/z0/GD9uf0E/lr+2/6B/xYAWwBFAA0A6v/b/7P/Z/8n/zX/mf8PADIAx//r/v/9df1+/er9Tv5d/iL+3P25/bX9sP2Y/XX9Xv1n/ZP9vv2o/S39cPzQ+5z7zvsN/P/7mPsR+7n6t/r3+jf7Lfu1+vb5ZPl4+Uj6YfsO/OL7BvsU+pP5mPne+Rn6M/pE+nH6xvop+2f7VvsL+8/68vpy+wf8Yvx6/I/85PyG/Tr+sf6+/oj+X/6L/hX/0f+EABIBZAFeAQUBmQCFAAAB4QG3AjUDXQNbA1EDOAMOA+gC9AJVA/sDowT9BOgEiwQ8BDYEegTPBPQEyARUBNADhgOnAzgE/wSjBdYFigXyBHQEaATgBJgFHAYSBngFpQQMBPMDSgS3BOAEqgRIBAUE/wMYBCUEJQQ+BIsE/wReBXcFRAX6BNME4wQaBVgFhwWeBZIFYQUaBdkEtASuBMAE4gQFBQsF1gRtBAcE5gMfBIcE3QT9BOwEzgTDBNEE5QTjBLkEXwTeA1cDBgMlA7ADUQSUBEUEmwMDA8gC6QI4A34DjANBA6UC7QFjAS4BQAFdAUkB3wAeADP/a/4U/k3+7P6W/+j/rf/+/jT+wf3b/Vz+2v79/r3+Wv4X/gj+Gf4u/jr+Rf5Z/nb+jv6L/lz+Ef7V/dD9E/6C/uf+DP/P/kD+n/1B/Vn90/1T/nr+Kv6S/f78nPxi/EL8R/yP/CT93P1j/nn+HP6q/aH9Ov4z/+r/2/8a/03+Gv6f/lX/k/8U/yT+T/31/Bf9bf2k/Yf9Ef1u/Nz7k/us+wL8Svw8/OX7sPvw+3T8jvy++1n6WPl7+Yn6jfuw+936s/ni+Kn43PgX+R355fiX+HD4lvj0+D35IfmZ+PP3nPfK91b47vhN+Ur5xvjB95n2B/aw9nf4Y/pW++76zPkD+Sn5+/nF+g/7C/tN+zT8fv13/oz+0f3p/Jf8Mv18/s7/hABlAMj/Vf+P/2sAgAFNAp8CkQJfAjsCRAKEAvQCfQMCBGoEogStBJAEWwQnBBUELgRbBGQEJQSzA0wDNAN+Aw8EswQ3BXUFYAUOBbcEowT5BKMFWQbGBsMGcQYlBhAGDQbJBTgF3wRdBbkGJAiQCJ0H8gW/BNQEFQaeB3EIIQgVBzAGFga/BooHwgc1B1EGzwUSBs4GTAcOBzAGOwWTBE0EZQTsBMcFbgYlBrkE3AK9ARACigMmBekFewVIBBcDiAKzAigDZANBAwAD8gIaAygD2QJHAswBuwEkAs0CWgN4AwsDQQKBASYBOwF3AXcBFwGHABkA+f8HAAMAu/84/7f+fP6g/vr+MP8K/5X+FP7H/bz92/38/QL+5f2n/WP9O/1T/aT9/v0Q/pz9uPzf+6n7PPwG/TP9evx1+w77gfso/Cr8bPum+q/6uPsg/fn9tv2O/FD7yPod+877Ovwd/L77lfv2+9T8wv08/gT+Yf3k/N78JP1g/Xz9mf2y/YL99/xr/Gb8+/yN/VP9Gvx/+nX5hPlx+nb76Puk+xH7t/rR+jT7hvuW+3v7c/u2+z/8xvzm/Hb8ufs9+2f7Ivzu/EP95PwN/DL7w/rd+j37ivun+6n7sPu2+6f7gfth+2n7rPsn/Kv8+Pz3/M/81/wv/bb9MP58/pr+nP6f/sX+IP+b/w8AawCoAKoASwC2/2T/xP+iAE4BNQGNABkAWwASAX0BFwEvAKf/OQDKAWsDHgSkA6IC/AEfAuACxgNeBGUE8wOHA7UDfAQrBREFRAR+A0YDdwOsA9gDKgSKBIoE5wMOA9YCtQNDBV0GDQZeBHQCpwFfAtADzgTDBP4DJgOqApkCwALmAugCzgLCAt8CEgM0AygD+QLNAtECJgO7AzwEOASEA4QCBwKrAjMEiQWYBTgEWQIyAT8BDQLWAikDEgPOAosCbQKFAsIC0wJ3AtABWgF+ARwCtgLiAqcCRQL1AdAB9gFkAsgCpwLwATsBUQFNAnEDwwMMAwQCpAFQAoYDVAQPBMUCQwF8AN0ACQIPAyADKALpAGQA/wAYAoICkgGf/2D9R/vY+UT6tv1gA9gHhAceAm37P/ir+toAvwasCIcFkP8e+177n//hA3ME/wBR/Hj5TPko+sj5x/du9ob47f25AqgCbP0d93D0+PbY/LwCrwU2BFP/c/oY+fD7WwASA9wCwABv/gr9A/1C/iIAmwG7AUcA+f1Q/Kv8+P5bAawBjf/Y/Ln7q/xl/lb/6f6f/YP8d/yn/UT/CQBG/5D9QvxQ/JP9Cv+h/9v+Lf3I+7v79Pwi/uL9FPwI+kD5KPrn+yn9AP1s+2f5Y/gP+a76B/wA/aX+PQEoA1MCu/6r+nP4g/jW+YT7Mv1l/mj+IP1n+0j6Lvrd+s37bvxL/Hn7v/ob++H8If8VAG/+zvrc91f4dPxGAVEDwAHy/sr97v6lAAgByv8t/qr9j/7F/9H/Y/7R/Mb8jP7UADMCUwKPAfn/fv0X+9r6F/59A4wHYAcfA+T9T/vP/MAA2APQAz0B1P7y/pIBowQHBkMFdAMeAhsCIgP/A4cD0gGNAJEB6ASACPYJiAhUBQkC0f8s/ycASwKLBLsFSwWJA4oBsQAEAkEFlgi7CdYHWwTyAVEC4wRtB/UHUQY4BK8DSwWDBwIIxgUoAsL/SwBrAx0HHQlgCMMFdQMyA7oEAQY6BasCcwBZACQCEgSHBCsDxwCv/jP+4f/cAgAFVwTuADv9UPxN/0gEuAcLB20CrPxh+Xn6uP6fAi8DTQB9/GD6c/o6+yz7Lvp1+UD6mvwE/5v//P0K/CT8iP7KAFMAN/06+kX6yP12AjcFlATAAUf/g/6A/qj9M/wC/Ar+tgCPAe3/fP1g/E39ZP8XARIBA//w+6/5cvkY+7P9NQCGAbQA9/0t+3T6CPwE/nz+f/29/E/9d/6d/l39ZvwE/qUC2AfVCcIGnwDq+/v7eQAnBtkJ1QqWCpkK0go5Co0I/wYLB9EIzAobC0cJ+AauBi8JQAxuDH0IDgNnAJkCwQfLC6ULbQdhAqUA5ANNCacLPAieAfr8AP3w/zsCCQITACf+R/0O/Sr86Plh97f2ovg0+8X75/mq9xv3P/it+Tn6ffmh91X1vfOb86v0C/ZE90v4uvjv9zP2HfUS9qj4+Ppt+/b5tfce9jv2MfgB+xv9m/3M/HD71vk0+GP3YPjd+tj8cfwF+gH4Vvii+uz85/3L/WH92vzo+7f6S/q/+yP/CANmBfQEEAKY/pn87PzX/v8AkAKEA1QEewUDBxkIRwejAy7+8Pn2+Yb+VARMB1AG7AMIA3QDXAI9/qT5JPkz/ukEoQeRBF//Nf3q/7QEDwe0BFz/D/uO+h79dv8K/1H8j/mH97/0wPDF7rDydvtlAjIBSPhi7qHqL+/A+HUBVgTo/0r3XPAa76Xy+vbf+GT3GPMk7rnsrfLd/jcKMA1WBgD7+/Ge7pfwMPYv/cUCvAQDA3v/Svz1+iT89f7NAGP/g/sL+Sz7AgFnBvkHrQXZARL/Ev8eAnAGAQlXCCUGZwX6Bt0I6AheB2sGUQf3CC4JCAfQAy0C5wMQCHsLFAyJC28NoBJrFx4XqBCeB0IB/wC8BgcPxBRdFNIOQwknCEwLBg+1EMYQ2hCWEW4SZRLyEOcOiA5SESoV/RTeDZ4Dd/7gApkM4BIvEaMKYQVTBMEFqQZTBpkGQwlwDfkPYg5XCV8E9wKwBesJfQxwDAMLmwllCOkGAwUSA9sBPwJkBNoGKAfhA1/+pPmA9w73lPYH9sb2CPnb+ir67Pbj8uDvpe7p7rXvNfCO8KrxtfNX9Q/1V/Of8rz0dvhj+p/4IvXt8+b29Psq/1z+tfov97z1KPZG93z4sPma+g/7h/tu/En9Zv0a/Xv9y/7//wkAQ/9E/zcBbgTLBroGzATJAxcH1A+NGsIgVx6YFTUNiAocDqkUMRp+HO4bRhrJGDMXshSlEegPxhCaEs0R1wxBBqwB0/+j/l/8A/ki9UDxde5c7lXxCPW59crxketX53Tnxepu7grwwu6166/pT+uI8EH21/hD973zafGM8THzIPUU98X4Hvl398P0iPIl8S3w9e9A8WzzP/Ru8ovvbu4E8Hfyr/OB8+nyU/K98ZHx9vHN8RvwYe7s7yL2nP44BbkH+gaNBaAFlgcuCscLEwy7DNwPUxXzGYManxc7FRcWvhiqGYEXXRT3Ek8TuxJJD1QKAgeDBhUHQgYvA8v+oPrM90X2VfWZ9EL0JfQ786jwDu2h6jnrJO5L8EPv4Ov66Dvo9+ja6Tjq/ulP6YHo++fu5x3oCeiG5zbn9eer6RnrF+t66QHn++Te5Cvniuq97NbsEuxi7Dju8u+n73LtZetc63Hts/B39IP4oPxlAA4DgAN3AfT+hP8DBSkNDxOiE1YQWQ2iDQERYhV7GJQYGxV5D2MKpgfmBuwGIAdBB5EGfARVAVX9h/cs8Czs3PIoBQ4Y/Rv2CzD0EOhk8RgJmB7uJBMbDwvHATEFZhCaGekbZBrFGdAZDxdwEbwNdg+/E3UUtg8BCsIIgwwbEUUSBg+HCdwEFAO9BGEJxw9kFYYWfxDOBPH5gfeV/4cL1xDlCoj/y/i9+jIBdQcAD7YbcyrPL1wj6Aqp94P31QmCIbQvWi09HnUNQAXbB64PIxbAGD8XHBAVA3D2JPQi/nAIegSc8t7jL+gw/ecQbxMKBOjuy+EW4/XvGwBpC/MNKAhd/MPtQOIa4knx5Qf+FOkMV/Ut4cLfc/CeBc4ROxH7CCQAxvp++QD7O/1l/kP+Sf4ZABsENwkzDX8NAAkwAkP+hQCOBnkKuAkHCK0JbAzECUIBsvyHBtYczjCYM/siTgph+cr5dgnSHEUnPiQBGbsNBAaAAXIBiQh+EwYXogqL9MDlmOjY9dj84vTu5Hfbp+AZ8MT9y/8o9UPl5dlr2NHf+uv1+HECyALJ9r/j6daa22jwlAbFDboBMe2c31LgOut49zD/WAFY/+z6Ffbu8nPybPN383vxJu/T76z19f74BQgFOfw28rLtlu747+fv9fGf+Eb/7v0M83nnkedF+GISaydpKxwdIAeL+Lb5OAeLF+Aj+Ck2KIodqA6IBv4MEh3+J00jGxOsBWoFsg9pGGsV3AZl9iLv9/QcAqMMQg4sByf7Xu4f5QzkeO2Q/R4KrAiD9w3hsdQ42q/refu7/0r4tevY4G7bUdxP4ljqhPCH8gzxau5t7GDr/elb5pLgqtyp307pqPIF9Tfxxu1W7oDvW+xG5ork9us6+KX+cPcz5Z7UBdS95/UEoBl2GwAPKQCw9onzg/b8AEoR8x7uHwMTAwOW/XEGNhSCGQERfQFN92P5aQMKCjQF3fa16Cnk/utp+9UJ9w/6Cuz8Kewe4hTnRPuWEygg+BjsBLXzi/Cu+jgJ/xPzF9cVDhDbCW4GKAcXCwUQjhMIFAsSjBCiERsTRhALCLb/6v09A4QJ+wp8CEcHsAn2C68IY/+C9pb24QHRD4kSpgPa61Hc+N9+86UKDxshIUEd6hBkALH0JPeACKIdYiddH7YNDwLpBcEUJSFUIRsXLgypCPUM9BKHE8ULo/4/8s3rhe3V9jUEmA7eDSf/u+md28LelPBXBOsNDQq+/cjwgOnl6ozzCP7kA5UBlPif7kHqHO6F9pz87/zP+kL8lAIhCGcGpf0G9UzzhfgV/7oBSABA/9oCvAnxDNwGufp384358AkPGPYYUwwj+1Tv0O2s9lIHcRq9J4In+RhJBXf68QAZFF8lISjgG7YLVgQECkYWFB7qGqgPWgXsAq0HMg2KDQwHcPuy7TTi/t4e6M35Ewh7ByP32uGE1R/ZC+mO+i8DNv/u8ozmk+Ac40zsx/c+AKcB+Pun8z7uku0r72HwzPGb9Z/7eQDIAJL8lfcZ9rb4DPsl+Nrw3exu85MCBA8fDj4AqPA565Hy3P8cCmUMNgY3+RnpJ92m3szxDA9fJZ4mvhPL/P7zn/+IFoIotCrcHrUQJAwQFFEh5ykoKdUhAxpxFvAYaiA2KA4pGh7LCkT6PvdSA4IVzyBcHVMNg/or777vmPn5BRQOzQ0YBTT4HO6L7JrzUP2EAqQAsvpO9X7y3/AY7hjq++cp6y/z6Pro/N346fP08gX1V/TS7R7mteVx72X89QHF+x/vg+X/5EjtCPrVBTELcQUW9CXeP9By1OPpNQTdExURPQFu8mvwx/ucCugRhQ5KBocBHAQIDL4UOBqgGeER9QV2/bP/YgyxGR4bzwtj89nglt807zYEgxDeDK/8Qeqa32Dhse1+/cwHpQaN+//uAeoc7xf5WQBoAcj+Xf1e/3QCfAIt/jj5Mvmu/+cHWguxCAUFngV+CVYK3wNg+SvzzPa1AZwLpw0bBxb8l/HJ6xXudfl4CXsUWRGp/jblX9PW0/7lm/0qC3AH9fgB7v7vJPwZCHcMmAkqBGEApwDpBXQObhWYFQUOOATZAOwIuBhAJRokyBN1/Qfuruz49qsE/w2sDjEG/PcZ6/Tm7+3D+iIE9gMK/BD0t/Ll91L9Hf0f+Ab1zPiHAOQD9/3f8tXr/e3V9fb7Q/1e/Q8BrAc4CzgHEf7J9jn2fvulAuMIDw2hDZQIfP789GL06ABZFeUkFCTrEbz5b+u97+cBTxS5GwMXbA07BxsIjw59FsAbuRuXFhkQEQ7aE2cecyX+Ia8UVAamAfUKZxzqKckp3hpnBPbwzehH7tr8AAsaD4oFx/Pn5Jfh1enK9ab8RPtL9Znwoe/p7wDupOr36pny9/01BLz/gPSN7PXt4PRO+Ef0Iu5K7vj2GwKhB4oE5/u68nXsy+rz7rz4ZATVCgQGlPa65UHg0ezMBHsXxBa5AgrphNmb2nHnNPZZ/14AL/vg9IHzPPonBooPyg9VB1r+uP5eC8EccyaLIWMSxgSlAocNzR7KLDgwPCf6FfIEBv08Ao8QvB3yH/MUDARi+Nz3zP6WBHAE8ACE/5sBMQOK/wD3p+/b78L3lAAJA1P+DviM9T72d/XG8BTrUulP7Zz0jPvH/xYArPsi8/Xpw+XW6jT4OQZfCgn/senm2L/ZE+0wBswUUxEMAc3voeZf52juhfZT+5r6kPU18W7zzv3UCmIRQAw5//j0KfecBgwa3CR7INEQyADC+o4C9xNWJZYsfiQ2EH36o+8b9SYF5BIcFMwIQPqQ8kL0gPlj+2f5zPgR/dYCgwMb/Qn1p/LS96f/GQTGAw8CWAJeBGYF5wMvAZP/CgAZAnEFjAoHEa0VsBMpCfj6BvPa+DMKExtRHkIQ/vk26hXqm/cdCfUUjha6DtAByfXv79zxwvfp+mT35O/D64jwjvy8B/MJzwEO9o3w4vYfBsEUghm4EaICe/Uh8nP73w1XIIEoJCF0Dvz7jvRH+n4Fsws/CAz/k/d19db1wfOX7hHrju1c9Pv47vYh8FPqIOma6+bus/Fl9AD3K/hd9rXxVezC6Lrnz+fd54npG/Cq+/YFIQZU+cDnZN8k6Iv8/A2LEKQDC/Gn5PnkAPGQAosRBxe3EB8Do/cW9qL+gwmPDeUHM/7Q+RsAFA6UGkUdAxWICF0BXQVcEzcksC4tLLYcVgjh+wgBYBaLLkw57y9RGsoHawL/B7UOjw+eCwUIvwbABJf+ivVS74fw1vfg/uT/avrO8tPt5ew/7tjvXvGA8zP2a/hb+Uf5v/hG91vzv+yu5uLmiPDH/+IKcAm5+0jrvOPq6RX5Sgc5DGEFsfZJ6IfiXemG+fMJXxGADBIAG/UM8iL2svpG+ZHx7+n16abzbgGGCrkJuQAw9l3xnfaKBVoYhSXZJMgV7AHn96sAiBcQLX0ztSm1GpISPBRxGWgbwxnNGJ0aCByLGL8PJAbuAJ0BaQVgCLMIHgfpBA8CxP2O+AL1cvX0+Or7AvzO+l77lv39/Ef1M+gm3pHf6Ow9/SIFav9i8PrhAd1V5OzzFwPrCEgBDfBo30fZn+DS7y39pgER/VX1vfEo9bj7Lv5x+EDt5eN+4hbqovaaAUQFb/8988voIOmB9xgNRhyMGngJTfbk7+P6lA5CHckfpxn4EvwPtw6YC9cGWwTIBt4LPA55CiQCC/r/9VH27PgB/PT+AgFzAEX8ZPYy87X17fvw/9P9mvjf95z/6wrZD90Ij/oS8OHxZ/89ELMawBkGDyYBV/g6+o4GrxbqIFIemA9M/YTyHfVmAVsN2hCvC4AEMAL+BSQLYQsYBOj3s+w76DbtTflvBU0JHQGp8ZjmW+oz/X4TSx5bF9AFiveq9bT+awpUEvkVCRiEGbAYWhSADi0LjAx9EHgS5w9IChEF+AHH/7H8IPmP90z5BPyW+7D2w/C67ofx4/T28xrvOey/8ET7pwPcAQP1auRG2qPc5ulU+ugESwSH+UjrY+L/5K3y4QMxDkELkv3m7gfpiO6y+RMCbAPK/2P8D/3pAecHCAuWCJQAcfZY8AX0rAFnEX8X6A3i+n7tkfFaBQUblSTbHr8RlQcABQcIrgw1EQsW+xrXHWQcBhfyEIYNdg20DtsOSg21CjQHxgFI+knzuvDy82b5U/s793HwpOzz7cPwpO836RHiueDY58bzM/1X/ov2U+py4EDeGuW48Xz9uAG1+wvvSuSA40XuEf7JCCUI1v178bTqEOyR8jv5+vy7/Sz9Pv04/90CuwX4A2T77e6b5uDpH/ghB84K5/9h79zmIO1m/dsMIhSVExYQWQ3cC/4KjQtjD70W2R7AI7gjryAVHo4dDB4sHnUeZiBdI+AjzR5YFdsMNAo7DSQRZBHuDXoK8wlPC8IKyQXI/RT3u/Xd+hsEtQynDx4Kiv3H74vomeyp+bwGBwpcAArwSuTz5Ovwwv9zCG0Hef829vzvD+5L78Hxp/PP84fyYvK39tb/kQgmCUX+wO0245Lm6fSuAmoFEPzF7lfnxukU86v9pAV6CbcIuwPO/CH4gflIAbMLkxMuFrsUTxKiEPoOXAwFCq8K3Q7REpARNwp0AQH98P0HALH+7fkZ9ij3evxFAbkA//m28DPqHerX8M37UQYRC4gGDfp47MLmzO0k/rMNxhLxCpn88PG78TT7uQcWEM4QEgv6Avr8zvsA/7EC/gFM+yvzvvFa++8KrxS4D0P+ZewY5qzt+PoFA5AAXfZD69Pk5OSW6gr0qP6pBlYI7gJZ+tf0K/ax/HQDGgeICMwK6w5pEjwSqw6SC30MyRA9FG0TAw90CvsHiAapA8n+Mfrl+L77eAAxAw4BCPro8MzpR+jp7Sb57ARWCtkEcfaO54nhvecO9Q0A7AGg+t3vfuhG6ILuifcN/+0Bef8l+qb2jvir/vkCrf919aXss+47/UcPMRgWEoECWvU388L77QdaELARnQzwA2b7Effn+YcDew+OF0YYhxO1DsIN6A97Ea4Q0w96EsoYnh6RH4UbtBZ7FUkYpxvgG3cY+RPgEP0OFgzIBmQA6Ptk+47+JgNKBmMFDf8z9KroFeK45Pvvm/0bBaoB2PXP6Tnl8Omm8/T7nP4B+3rzAOzC6Cfs3PTH/Q8Bpvyd9FvwBPT8+3X/rPhS60biOubK9YsGrQ0eCGn7AfBA627ts/Nu+i3+YPzd9AjrkOSf5ant1vfn/hoBigAnAK4AwwDU/+H/tQNKC84S/RVXFHMRQRFiFFsYqhofGzsbCxz1HHgcsxkJFYUPKwohBi8F6AhAEEUWoBTrCB74Iey37FD5DwktEbcMmf/r8gzuNvI1+yUDrAU0AWz3IO1B6O/rbPWb/Zr+8vg38xD03PvJA6oDUPnc6uzhKuSt73D9mgYECG4COvka8Zbum/Np/VcFQQVx/JDwQukY6o3wbfe4+wf+5/8SAev/SvwO+QX6TQDPCMwO+Q9CDnwNmQ8gEykVXRT/EWIQ1RDXEq4UdxTmENkJ+QDe+a/4DP99CW8QWw1HAJ/wCehv6+r3YQUfDCYJEP/s89rtIfCk+TgFGQzqCUsAqfb89PL84QdLDJ8Gy/wL+YoAgw44GOsVywhg+ZPw6vG9+oEFJw2gDlgJx/8a97H0MPqYA78JmQf0/WLyourB6BrrNe/m89j4/fx9/ob8rPj89Xn2jfnp/Nv+uf8UAcoDHQebCaUKzAr1CokLqwygDkYRDxNBEREKKf/i9ST0ovt+B/EOnAtu/tnuQuWR5dftxfjKACQCJ/z48Z3ppOjs7y36Tf+u+mbvLeYY5kjuuva79wzx7eky6kPzWP+oBlgFO/1O81LsHetu8KX6bwUjC0oI+P4c9oD0gPswBrINcQ7nCQ8EuP8y/d77H/w5/1sFdgxTESISrQ9zDKYKDgs3DTEQHhNoFd0WuReDGIQZYBpYGmQZ4xipGqMeiyHVHscUEgf+/DD8TgQQD74UYhGsBr/5lO8a6yjtXvS4/JYAdPyU8lLqaOoD8y/9nwDG+v/w1et77yX4n/3S+jzya+te7BH1XAAtCNII/AFk9hfr7OVW6pD2xANiCm8Hff589k306ve//SECYwOYAW39vPfh8eDtj+1F8R33AfzZ/QT9ovt4+6v8d/6aAIkDVQcIC20NbA4qD6AQSBLDEggSfxIhF+IfOygWKs0iwhU6Cm0GrQsIFuwe1SAOGlUNcABk+Un7EgQODfEOYQdd+37z1/S4/GwDKQOr/Lj1gfNO9uH5nPlX9NbsReeh5qPr0fSU/t4DugCa9UfofuBw4rrrcfVz+Yb2QvCR6wjrB+528rb26vkh+0P5M/S37b7odOfg6SbuGPKa9Lz16vVV9UX0o/OU9GT3FPti/iwBWQQ0CFULpwvYCJ0FBwYTDEwVGBzTG0IUcAmhADv92f+/BlAO3hHoDf0CoPY28L7zUf7SB/gIHAHJ9kHycfbg/iEEggLL/Av5PvtiAtAJwwxQCS4ByPhH9f/5GAbzE+wbUhkFDkABZfoE/CMDXAqtDT8MwgfUAqL/af9uAtYHUA2lD6gMIAWg/OD2HfXh9R33Efgv+cX6U/wv/V39Z/1v/cz8KfvN+Sr7ewC8B6sMPwyPBzsD6QPFCtoUKx3GH4sbQBKdBy8Ay/8pBxcS0xgpFa0HLfjq73DyFftRAer/xvh+8iLyEfcl/ML8gPi58jXvpu9S8+f3WvoI+JTwKudd4aXj8O0Y+/MD/gMl/Onxd+vj6/Xxyvlp/7EA9P1s+QX24vVd+QH/eQTqB88I1QfkBVoDWACl/br8ff4WAoYFfQd5CLkJWwvcC8wJEgYQBA4Hzg7eFrkZXhUeDRoHrwfYDvYYYyGMJN8gNRcDC5sBuf8nBisQ/BVZEu4GOPtN9hL5Bf6l/hL5HPFV7GvthPJA9wL4DfSm7b7o3OjT7ob3Hf3L+pTwDOTW3Irfser+92EARAAO+YHvkOjY5iTqUvBn9pz5ovia9J/wqe908lv36/ud/jL/EP67+8D44fXZ8//yEfN+8xj0VPXS91D7S/76/hH9i/qA+sv+bQYfDnUS5RFYDZYHVwQUBykR2h9wLOAvDyg7GtAPnA/kGC8kKincJEobfhOTEfoT2hXnE8sOvglUB80HnAmsCkkJ4gTY/mb63frUAN0IKQ2DCXz+W/HI6Jzo1e+/+R0BAgO7/9z5c/SP8bLx7PNa9hT3RvXs8THvx+608Mbz6fbn+av8Zv7q/fH60faS8znyM/Jk8qPy+/Mm9wz7Hf11++X2pfIK8jT2pf1+Bf0KSwz7CKUCL/1n/cYFmBN5Hxsi6BmaDBQDqwKnCYURYxTsEB4KJQRpAZcBkwIYAhj/dvq59oP2XfqP/5cBnv0y9c/t/Owl9FP/ygeNCGwByfaK7r3s0vEO+0oE3gkHCo8FWP/g+ln6cP2+AW0E8gPAAKX8h/mf+D/66v1TAqEFUwZoBIcBj//B/nX97vmf9HfwhfAV9Sf7tP62/TX59vOd8N/wXvVD/YcFqglqBvv8mPPp8WP77gs4GkMeRRfrC8sECAY3DXQUORfMFHkPXQqBB/gGEQd7BSMBbPt79+T3R/wZAQkCO/3i9NLtQuwF8Rv5qv+2ADj7bvG353Xi4+Pr6o3zFPnu+Fv0Wu+S7azvZPMS9ub21/bd9sv2Bfbx9Ab1WPc7+87+3AAhAkgEvAelCmoKVgbOALP9bf8yBcILwQ+hDxQMSQfwA3oE/gn6EhYbQh1lF8wMmQTRBPMNrxrgI4UlzSBJGjUW6xXgF2sZoRhKFdIQdQ3ODG4OsA92DdQGSP4z+IP3YPuw/xwALfs086XsDusL70f2B/30/1v95/Wt7A3mSOVJ6ozxnfY693b0IPEs76Hun+7X7qTv7vCS8XfwHu6O7GztM/DI8sTzCPSa9Sz56/zZ/Xf6MPRM7pTrquxB8H30+/ee+Vf4+/Oz7tTs8/FD/QYJbg7bCuYBg/r1+bMAJguSFN0ZtRoKGaEXYBhKG5UeICATH54cDRvZGyseRR+9HL0WSBD6DBQOfBFsE1MRcwtHBLH+qfzD/hAEJwq2DSEMTgUN/Hr0Y/G38iX2G/l0+nD6o/lK+JT2PfUm9UL2Jvcw9jvz+e9t7hbvpfCV8dDxt/KA9aH5+vyQ/Sf7JPcp8yzw6O5t8ED1p/tv/678o/PH6Vnmv+yV+QkFsQjbA1X7W/WV9c37IgXlDRATZRM2ENQMegzWD4YUCReZFaoRqQ4aD0gSshTdEmIMawRZ/6v/fQRUCikNfwrGAmH5BvMM80f5/wFHCPIIWQSY/UT4U/a491P7yv+NA+8EHQNm/9j8B/6jAocHMQmaBuMBWv67/QD/uf+i/uj84fyt/w0EswceCRsI1wRP/z/4QvLf8IT1OP3WAbj+vPQZ6tHlleox9SP//AJb/xT3P+9h7CXwqPi1AVsHMwgEBkcEhgVyCU0NVg5CDH4J9whyC+AOERAdDYsG2P7x+PX2Sfko/gICNQGD+pTwx+iP5zztyvXl+4L8JPiE8WvrgOd25j7o7+ud7yDxke8w7KvpA+rr7DXw8PEr8nfy3POJ9bL1qfPK8FXvkPAW9NT4/v3rAk4GVgZYAnP89PhM+/ECOgupDh0LQwOV/JP7QwEACzkU0hg1FxcRjgq8B3MKRBGgGCgd7B3PHMAcGB9YIpkjSyHAHPgYLBg+GhwdVB5mHFsXmxCFCmoHRwisCxYOAQyZBL/6MfM98a30jvqc//YBNwGw/TT4bvK/7v3u2fKP98z5U/j/9O/ym/Oz9eb2Z/Z09ZD1tvZy97P26/SK82nzMfRS9RL3Svqx/vABFwFq+83z9O7n78H1cPyB/8b8YfUG7RfoY+mU8DP6fgFFA9//5fqo+Cb74ABnBk0JAgoSC6wOkhRPGl8dPh2jG+oaTxx2HwsjdiVGJcYh0xsCFlAT3hTVGHYbrRkYEycKWQI8/lb+hgHtBZkJyQpgCLoCB/wy99/1JPdn+Kr3L/XT8vvxUPJ+8ufxRvGN8XTynPIp8dbuC+0c7OLqgeg75urmKewC9Mj5lvly82/rzeZZ6NfuCvaQ+XL3+fCb6ffkFuWX6fjv3/QF9rnzt/AY8Onyk/d4+0T9zv36/gkCuQaPC8gOTQ9eDbkK6AmfDC0SVhdCGFITrAoCA00ANAPuCH8NTg4nC4AFJP+Y+VD2mvay+r0ASQWYBecBVf0s+zr8kf7O/1X/Yv5U/jn/GQBfAJQAowGMA0EFxgVUBfcECQVuBLUBJ/1v+c/5WP+NB9MNgg5kCbcB5fu0+tj9gQJABdIDQP7m9ljxZ/BK9FP6tf5E/878Dvo4+Vn64fuD/Hn8Gv2T//wDXgk3DgkR9xBdDjQLRAptDfoTlRpIHUIaIBO2C2AHCwdXCQgMRw3fC0YHFQCO+PLzhfSP+Wz/CgLk/+D6aPZ39G70efS288bydvJ38srxMPDL7vHuovB28jHzKfPq81n2RPkH+tr2y/Cd60Dr5vDi+VsBlAM5AFD6AvY49iH7VQL/B/sIvQTx/eL4l/jV/JECeQZBBxsGIwWNBfQGEQj+B+YG7QWOBsgJbw/RFT0afRqDFvsQ2Q2iD3gViBvLHdMagxRFDpcK+wmcC0MObBAgEK8LSQPK+UvzXPIh9gv7kv2M/Fr5G/bq85nyp/Ea8SnxofHZ8X7x+fDr8EXxMvEh8LTuiO7G8L30/Pf49xz0ju7Q6mbrSPAa96/8oP5K/Bj3HvKn8B/0svocAIIAT/uY88btYuyo7rrxS/NG817zLvW8+Hb8d/7w/af7k/ni+eT9LgVyDXMTAxWoEowPcA8CFMMbLSMiJ6Em1SLmHewZfhhmGhAfICQ3JgcjNRsrEsoLxAnxCuEM8w3/DYINmgzlCkcIWwXuAiMBSf+9/O35H/gc+Av57/iu9njzH/KH9Jz5u/1V/aP3Q+976JvmQ+pa8Uv4yPtx+oz1ZfBl7uPwS/ZJ+x39UPuc90X0dvLg8Y/xDvG38D3x6PJD9Vv3Lvgk95D0//He8fX1v/0HBs4KJwrDBbcBewGyBTwMIxJlFX4V1RJDDicJjAVyBUMJ3g6JEnURywtoBIL+kPsM+8L78fxC/iz/8f5Q/RX7k/l9+TD6XPpY+ev3jPfI+H/64/pe+YD3z/eY+6EB6AaTCKMFc/8B+Yn1+vbJ/PwDtwidCHEEiv9w/VX/ZgNnBjMGFwMb/yL8r/oI+jj5+ffL9nb2evef+eL7wvwn+1v3Y/MP8hf1tfvuApgHcQiZBk4EYwOoBFwITQ5NFeEaSRyVGOsRdwyBC/4OuRPQFYoTJA5BCMMD8AA+/3T+rv6Q/wEADf8A/U37DPue+xr7N/jb85PwYvDJ8gj1TfQP8J7qj+dW6aDvfffm/Pr8sPcT8KLqqOoi8Mb3OP33/dj6KPci9sv4ov0yAuAEmAUUBQEEtAJhAT8Aaf/1/lD/MgHrBG0Jdgz8C/YHyALW/0YBqQZqDZcSmhS3E2ERNg+RDlkQmhT8Ge4dGB4jGk4UBxCND48SuBZZGeMYSRWZD2kJUARYAYUAuQBzAPv+BP34+3b8bP3U/J/57PRg8QnxrfP19h/45/Uv8U3st+no6qDvw/UB+n75wPOM64XlIOU46iPxdfUa9Xvx+O0o7S/vM/Iw9HT0uPMU8+nyqvJu8bDu1+o957TlfedH7PLxufX49TfzxO8e7pfv5vOn+RX/sQK7A5cC7gAcAewEMAx9FIQaRBxUGjAXXxXlFVIYqhsFH4AhCyLcHz4byhWBEWcP2A5TDgYNqQupC3UNpA/fD+AMowe6Am4ALgFbA2cEbgJ1/Yb3s/NH9Cr5tv8IBFQDnv3H9bjv4+3t72nz2PVB9j317/Mg8wvzqfPU9Fb26/dp+a76Z/v7+uz4g/US8lvwZvGi9Bb4tfm2+P71T/Mc8u/ysPXx+en+OANbBasEPgKEALMBNgZfDLQRiRS1FAwTjxAgDrEMJg2oDwQTGRVMFMYQUwz0CFoHoAZ4BY8D7wHpAaADnQXeBXcDZ//0+yb7bf1SATgE5APq/zP6HPZ/9sr7mgMTCi4MagnhA77+Tvz0/G//7wErA9oCrwHCANYAwQGuAuYCnQK3ArYD3QSOBKcBt/ze92z1QfZA+UL8r/1H/an7TPlc9oPzW/J69L75pf/gAtkB/P2l+sb6Cv++BTQMXxClEa4Qrw7rDGkMtQ1aEOESjROeEe0NKwp3B4oFWgNTABj9EftJ+3D9zf8nAD79zPdt8hbwDPKw9i767Pgk8sTovOG54LrlQO3X8uzzAvG67NHpjOl46yfuKvDL8ELwdO9o76LwwvLi9HH23Pct+tn98AGABBgE/AAU/ZT6xvqM/ckBCwbpCFoJIAdFA9n/+P5kAfIFSgqPDH0MRgt3CggLLQ2pENsUpBiRGrEZnhZ4E4wSjBTzF0gaNBpmGJsWtBXaFFwScw0yB+YBmP+5AOYDnQaiBjQDlv19+KD2+/jq/cEBIgFe+0PzYO3c7Gvxz/dD/Mj82Pmd9WLyaPFk8vbzuvRQ9IPzhPPO9Jr2hPe99uz02/MV9YX4V/xL/kb92fl79YDxxe7k7TLvO/Jq9cb2RvXY8eDulO5r8en15fkN/Gb8zvss+1D7Kf1+ARkIPQ9uFCkWBhVVE14T4hXWGYQd6B8oIf0hpiJ+IpAggBwGF7wRXA7uDRoQ+BLXE/QQAQsdBbwC/wSjCXwMYgpYA2v6ifMi8fny0vYN+gv7pvnZ9vbz+fEZ8dbwkPAY8MbvBPCk8Nfw/+957qDtuu7Y8Zj1SPgk+Zz4c/fs9dvzgfHy70TwX/Kf9PL0d/JC7pPqSenN6inu8PEJ9cv24PZj9VvztPIy9fH69QFeB2YJiAjdBnEG2wcoCu4LgAxwDPsM4A54EewSchG9DJoGEgJkAVsEHwgYCZsFRv/n+cv4aPw8Ap8GBQdBA1D9BPiw9Sz3kvu9AGIETgUZBLACwgJbBOwF3wU1BIgCfgIlBPUFUAYPBZgDngOvBdoIjwu9DEgMjgrPBzkEcQDI/X79pP+5ApMEwANhAO77Svja9gj4Evtv/ngASgBR/hH8ZPtd/aYByAYAC08N3A2nDcoN0g6FECgSHRN5EwoUfxVzFyUYpBWWDxgItwL8AWMFewlUClYGW/84+f/2D/lG/Y4AuQBK/Wz3SPEC7brr/ewo73/wWPBl7/bur+/28IbxtPAo70/uBe/Q8FDyfvJx8Sfwuu/A8Ezz/fYB+yX+Nf/B/Z/6p/eo9kL4pfs9/6EBPAIlAeT+Wfyi+sD6/vx+AIwDqwSeA7oBAgHGAsYGeAswDy8RzhH2EVQS+hJwEzwTjBJuEiAUzRe/GyUdDhoPEyQL1gXuBGEHHwoiCl8GSwC8+gT4rPh1+zz+G/8w/QH5QvTp8Pvv8/Bb8hHzC/Px8i7zbvMA86Px7e/o7kbv1vCr8tDz0/PX8knxuO/o7rTvgfKf9l368/uo+jL3K/MP8KruCe+/8AbzzvT99BTz0+8x7TfthfC19Sj64fvC+oj4e/cF+Q/9XgJ1B3MLYg7gEHgTERYfGDkZ0RkcG0wediMcKdksyizkKB4jUh59HIIdVx9wH2Qc2hYjEc4NIg42EXgUPBV1EkwNBQhCBPUBCgDY/dz7KvsX/LD9XP4d/U36Pfcm9V/0a/Sp9Nf06fSR9EHz8/Cu7iTuR/Bn9Ij4z/qW+ob45PXK89/yWPML9U/3+vi6+OX1RfH/7F/rRe168X31NPct9rDzzfEM8o30KPhq+7P9iv/VAbcELgfqB5AGWwRrA1oFAgpeD7oSYxKsDpkJlQUZBA8F+wbBB74F3QD1+sb2P/YM+cz80f7w/Rr7UPjs9sL2nfaw9XD0P/Qb9qr5bf3I/wkAqP7S/MH7JPzT/eL/EgGIAFz+m/vE+e75PPzQ/1sDtQUrBpAEPwFA/Rf6LPnS+vH9gQDCADn+2/mE9QjzSfPS9RH5N/tT+9z5Ufgk+L75XfzR/ooACgJRBLkHYQvEDQcO5gxRDP4NHxI2FwUb2RtZGbIU/Q89DUENCQ9DENUOXQqKBPn/af6y/w8CgQMIA/oAX/70+8X5gPcP9d3yePEm8crxAvNB9N30WfTW8kvxA/G28tn17vhd+nD5qfaG87PxVPKH9V/6Qf+HAisDSwE9/uX7sPvY/WEBxQScBjQG6QMVAYj/XwAyAz8GmweoBoUENAMZBOkGBQrrC5cMeQ39DwsU2RdqGSkYXhU7E4gTrBaLGw8gGiKsIH4cnxc3FD4T+ROOFDITUg/qCdMEjgFlAJQAAgHoAAAAUP4c/ND5wvf19ST0SvLp8MDw/vHJ86D0dPOF8FftputC7I7u+fAF8gvxXO786iboC+dp6BDstvBZ9FH1TvOR7ynswurM61zut/A68UPvnesd6I3mm+dw6k/t1u7U7j/uSO5g7wLxWPIv80T0tvYY++kAvwb3Cn0MeQuNCUEJrAzZE10cniI4JJ0htx2xG7kcXR/fIGgfQhtfFqsSyBAdENcPrQ++D/8PBxBKD3wNlwrDBnMCjP42/Dn8Rf7XAO0BQQA2/Lz3I/WY9W34nPsd/e77fPg49NTwhu+N8EDzgPZA+bf6jvrv+Lb2NPWN9ev3J/td/R79a/q89u3z+fJu8xz0QfQY9Fv0Q/VE9pz2KPae9RD2NvgO/N8AdwV8CAsJRweoBHgDigXiClgR0xVbFnATlg9zDQQOMxD3EcIRVg+QC6AHWwQSArwAOABeAAUBBgIVA5cDsALc/7b7B/jL9sv49/wJAfICEgKC/0T9+vzm/vwBsQTkBUkFUQPLAKX+j/3c/X//HAL9BBoHcgekBXECgf9s/q3/KgLmA1sDlgAM/WL6NPn4+Mz4QviH9wP3+vZX96f3Xfc49qj0xvO59AL45Px1AZgDbgJV/z39tP78A9sKMBAQEr4QIg5HDCQMTw12DlQOYgwFCT4FFQIDAMn+xf2d/Jj7U/sK/AT96/yx+n/2zPFu7nvtlu5S8CDxKvCs7cXq7eg26azrQO9U8p7z0PKL8OPtz+v06rXrRe5e8un2OvoL+5X5pPdd95/5cP3OAEQC2wHgALkAxgE6A+MDNwPgATcBSgL5BPIHcwmCCM8FmwNwBEEJcRCUFqYYJhZpEf4NbA7DEuMY9B0IIPIeJRyrGQkZXhpuHFYdxRvgFy0Tcg9bDRMMNgpRB2gEHAMKBA8G8QYGBWsA+/oa9zz2Ifgb+w/9lPyc+XX1B/LQ8AXymfTs9s/3+Pbl9FjyAfB27jvuju8M8qL0Ffbp9cz0/vNC9FL1SPZ99vP1FfU+9HrzrvLH8dfwD/C67yTwe/GH82/1AfZ69ITxRe8t8Cj1l/wyAzMGLgU7AmsA2QGUBvoM3RK0FjoYaxjGGFsaCB2NH30gVx/iHG8auhhkF3sVhRIsD+AMuAx8DpQQBBGxDgcKnwRFABb+Cv4U/6f/kf68+1f47/VD9dj1pfYS90f3d/dB9+31QPMS8OTtzO2b7/XxTPMA87Dxk/Bk8BrxS/K780z1o/Yk93T24vQf85XxLfDK7trtM+4i8LryH/Tv8pXvUOzE6xrvHfUV+5H+0f7x/AT76/qB/UECgAc9C1QMSgvtCQsKKgw6D40RFBL6EC0PbA2vC20JdwZmA0wB4wASAvwDeAWDBbADfgA6/Vj7hPsp/e/+yP+f/yn/B/9J/6H/IQBoAeYD+Ab4CG4IbQXEAb7/fgBUA2UGHwgzCGMHnwZfBqgGWwc8CMYIbgg7B/YFgQXDBYYFjwMEAK/8tfu5/REB0QL8ACX8EffJ9JT2VftuAGYDIANhAEz9QvyR/qcDZwlwDbQODg6BDYsOEhGnE+EUcRQKE5ARVxAaD1kN2Aq8B50EUwKYAYsCUwRdBVAEDAHd/If5+/fC96T3uvYL9R3zUvGs7y/uYu0T7ofwsvOt9Qz1D/Jn7vXrlOvw7BnvFfEt8iLyZPHc8Fvx9vLi9B72YvaF9sH3bfo3/RD+CPx9+EL2afeV+zMAZAL0AAn9LvnJ9+T52v7DBEEJoAraCNwFcQRIBrwKXg/nEfMRGhF1EeQTaBcRGpUaOBlZFygWyxV5FS4UXBFADdwInQWOBIQFCAc0BwkFDwHb/OT5q/i9+Ff57vk0+r75GPg+9RzyMPCE8M7ylfU99wX3UfUL8/fwlO8x7/vvofE98+HzcvPR8gnzPvSJ9er1YfX09Kf1RPdK+CD3mvNr7wjt5O1e8VH1fffR9rvz3e9U7d3tx/GA91D8Gv7j/NH6lvpt/WQCUQeUCjoMpQ0wEBQUaBj9G0kejR94IKAhKCONJMok6CLYHtcZ9xW+FCYWoBguGq0ZRxfqE2gQLQ2FCuYIpQg+CUwJeAehAzP/HfyD+xH9b/8jAUYBpf+p/EP5qfbT9cb2Vvjo+L73p/VL9Jz0+/Xl9oX2oPXZ9Rj4Zvt+/Yj8pfjn89zw4vCG8wL3Nfma+AX17e/q6zrrRO5B83D36PjH9971RvXo9g36F/3V/lz/tv/sAEYDJQaGCKEJcgn4CKEJJQyFD2QRuQ+TCkgE3v/n/rMAIANRBLADwQE9/4z8//k8+AL4bflh+y38z/rf9x31H/Rn9VH4wfu3/nMAdgC4/vb7nPn3+Dz6V/zc/UL+Nv6x/tD/qABNAOb+wf1F/rcA5APYBSsF7wGl/Wj6u/m8+/v+KAFZAFT84/bm8mryQfUy+Z77Y/tj+ZX3b/cJ+XX7nP0K/wcAVwGtAzUHQwuaDj0QRRAFEBcRAxSTF4IZKRjHE1oOSgrMCIQJJwt2DLEMgAvfCEQFuAFt//f+yv97ALv/Kf1y+aH1lPLi8PTw2fLE9Sf4i/i39u/z8vGq8ZPyXvM6837yPvIg86b0nvVV9Vb0+/NG9Sf4lftA/iz/FP6k+2f5FfmA+83/xAMeBRQD9f5P+zz6GvyI/58CRwSlBKUEIwV0BlAIHwpmCygMAQ21DnsRoBT4FtQXtBcCGO8ZaB3lIHkiKiGKHSwZfxUhE/kRqhHBEYsRNhBQDU8JWwWdAooBxAFiAnACMQFa/kD67fXQ8g/ysPNR9uj3MfeZ9MzxNvDv7/vvcu9o7qftxO2I7jLvI+9f7n3tPO0S7v/vi/LF9H312PMW8OPrjOl76v7tnvHI8qTwkOwR6QboiOkj7AnuUu5v7bbsW+2k77/yXfW69j33NPjL+v3+jwMOBwYJZgq9DAER0ha4HBMh6CI0IqUfURxrGREYxxj7Gh8dlh3IG3cYExW4EqsRjRHCEZkRVhB1DSQJfwQiASwAYwE0A8oDaALx//79bf2y/W/91vtd+U33tvaM98P4APmH99T0YvLW8fXzAfgO/Af+5Pxn+b71MfSw9Sr5Vvws/RX7G/c08xXxV/Ei89H0GPX+88jy9vLy9Lz3qfnS+eX4svil+oD+agJtBBgE1wLQAjoFuQnODu0SHxUjFTwTKhD4DMIKHwrUCt4LEwzUCl0IegUDA4cBJgGdATsCDQJbADr9vvl994H3n/mL/Mj+mf9Y/+b+3v44/3z/Vf/X/nT+rv6y/yMBLQL8AW0AX/5E/Tn+HQGIBJAG/AUaA5D/Uv1n/U//awEbAq0Aof1E+tD3v/aO9kT2R/Xn8xTze/PL9Nz1p/VC9PLyQfO/9ZD5Hv1G/xAAcwCDAdUDYQenC+IPKROrFA0UqhGMDvwL3Qo3C0AM6QxsDJYKtQd/BPMB/ADHAWADEgR6Aov+jflE9dnyTfK68gzzufL+8YbxtfFB8mXyhPG479Lt5eyV7YfvePHn8T/wae1o6wPshu909Hb4zfli+Mf1M/Qo9Zf4/vxeAHsBgQC6/or9ef0H/lT+E/7V/X3+YQDfAswEZwXxBIsEYAXMByELKw76D2kQFBD3DwARsxPuF9McHiGrI/gjRyJkH1EcBhofGZYZlxrPGhsZWRWyEP0MkAtFDJgNtQ25CycIWQR7Aer/JP9p/kb90vuD+s/5xfkL+vP50fh59pXzh/F98WrzyvWL9p/04vCk7TftUvCA9ef5FfuW+ET08fB08IryVfXg9mH2h/S28tzxyvF98SrwHO6F7HPs6e3k7z7xdPHX8DXwYvDj8bT0PPh7+5X9Vv58/mf/YgLHB6UONhXiGQUcDhzzGpwZqRh+GDUZcRpZGwobORmMFj0URhOnE2kUURSvEsUPdAyfCZkHCwZZBDkCDQCV/lr+If/u/5D/Zv3k+XP2pvQv9UD39fiQ+Jr1OPF67Szs5u2t8X31Xvec9jH0CvKq8THzevUO9y73Kvbv9CT0o/O58vnw0O5J7TLtZe7n77PwZPBx78fuOu8X8f7zEvdm+W76R/qk+Yf5yfq+/RMCAAeNC90OXRAHEHoO3QxDDBENrg7nD6oPvA3YCkQI/wYxByUIyAhaCMgGjQRbArAAlf+f/mH98fsP+6H71f2rAIoCQQL//0T9AfxM/aEAEwSGBQQEeAAV/Qj8Kv5+AtoGJgmXCBAGdwNeAhIDqgTnBTgG2wVaBdEE1gP7AWH/yfwX+6L6/fpQ+/H6xPkz+NX2KPZc9m/3Lvk6+wn9Gf5F/vn9Jf7B/0kDcwguDgwT1xUmFqkUzxLxEZcSKRRrFUEVWBNLEFsNrQuqC7sMrA1qDbILGgmQBo4ExQJkAPT8Afn/9UT16PZj+XH6oPhk9N3ve+1e7pjxyPSP9f/yKe586VHnm+hk7H7w4PLL8v3wFu9w7nLvj/HZ87b1Ifdl+Jv5gPqc+r75P/jm9n/2VPcJ+cP6qvt7+7X6U/oh+0T9IQDNAoUEBgWRBL0DVQMyBO8GkwtJEYsWzhlmGuoY7Rb3FZsWLBhQGfkYAxcoFGYRYw8fDioNCgyRCvgInQecBqkFJQSbAS7+tfpn+Bj4mfmc+1f8ovrV9rrygvBh8av0H/hM+Rv3mvJH7nns4e1M8Z/0TvYl9gz1IfTv80X0q/Tm9Bv1jPUq9pb2ZfZy9ezzP/Lm8D/wZPAJ8ZvxlPHT8L3v/O4p73zwwPJk9cT3YPkC+tb5efn1+Vz8NAHoB+wOiRTLF/MYJxmtGTwbnR3lHxAhtiA7H4oddRw9HIMcmxwIHM0aZBk8GEsXABaoEyMQJQzuCIoHFQhzCesJKghHBN//JP1h/QQA6AKjAx8BQvw79xb0h/PG9Gr2VPcs9zz2FfVW9HH0ffUY95H4RvkY+Xz4Cvj79+T3Kfeb9cTzfPIv8nnykPLk8ZHwMu947sXuH/BC8qv0sfaZ9/v2OvWU857zSPYm+6IA8gQaB1sHAweHB5wJrgxED/wPjw7qC4MJVAhlCPUIIAmFCHcHqQZ9BpAG/AUMBMsAG/1F+mf5zPqH/bj/mf/U/Aj5yfbV97X7CQAtAvAATP2f+Qr4IfnZ+3n+zv+z/8b+1v18/ff9Hf9qAEUBYwH3AIUAZQB4AEIAY//h/Sr8xvoK+u75FPrl+dr4y/ZH9GTyOPIQ9Bf3qvlj+gD5pfYs9QL2XvlL/lsDYQfbCQMLswvuDEMPVBL1FPcVEBUNEzgRdRCsEAQRpRB4Dz8O5Q2gDqIPlQ+JDZMJ1ATzADv/zv9aAcwBwf+Q+zH32vSB9T749/q+++35bfbu8trwlvCK8cbyfvNX83DyYPHr8HTxrfLV83f01vSg9UP3c/lk+138Nvxe+4z6UPrM+s779PzT/Q3+df1d/KL7QPyP/uAB1AQ0BqwF4wMhArIBWAP1BokLqw9LEkMTcBMiFCkWPxkmHJwdOR2rGwYa7xg1GDgXgRUtE9gQMg+PDpoOYA7UDIEJDwUOAf3+OP+RAAgBLf8p+7D21vOs85v18Pf++Aj4bPU48pLvP+5l7nXvefCx8BnwYe9P7wzwC/GS8WHx2vCZ8O7wpvFE8lvy0PHT8KPvf+6x7Xjt1e0/7tftD+xS6fPmVuYM6GDr0e7Z8L/w6O6t7LjrLu0X8V/2e/tV/+kBMwReB9AL2xA5FfQXBhkoGVIZEhpeG5scDR1dHAcbJRqjGmwcLh4dHksbeBbKEVgPog8sEZ8Rmw+SC0cHZASBAyoEZwVLBigGsQQYAhX/lfw3+9j6vPoR+qv4I/dU9pT2afcB+Ov3ePdb9x/4ufmV++T8Af3L+8f57/c09+r3g/nJ+pH6avjp9HHxfu/577zymvbT+eX6Z/lx9gX02PM49uf5G/3L/lX/BwD/AVsFQQmaDL0OsA/qD/0PRhC4EOQQNhCDDm4MKQupC7INuQ/HD+wMEQh4AywBngF3A7YEHATGAc/+jvzq+wr9Rv9sAWECxgEwALL+HP5//kT/s/+F/w3/5v5h/zUAyAC3ABkAVv/P/sz+f//fAGECEQMzAvD/Xv3N+9v7Ff1O/kn+a/wL+T71XPJP8SvyJPTZ9Qr2TvR98TXv1+6O8GDzBfbc9y/5tPr9/BYAoAP7Bp8JXQtsDE8NXQ54D/QPIQ/uDFYK6AipCSUMnA4yD0kNvwkzBtwD7ALAAmECDgGL/i/7yfdL9Vb01PTy9ZD2+/Vi9JDyOPF58PLvVO+w7lLuYu7C7jjvoe/s7wTw3u+t7/LvOPGe84X24vjt+bX5D/kG+SL6KPxO/qf/kv8H/q37r/lE+QH7Vv66AZoDWwPEAVgAOQCOAaQDpAUdBysIUAkgC+ENWBHNFH8XHxkaGj4bDR0uH4Ag7B9iHRcauhc8FykYHBnNGNIWsBNWEKINEwyWC40LCAs7CQoGJwLR/gr9+vzK/Ub+uf1K/KD6Mvn597z2bfVI9InzQfNy8xP09/S59d/1QPVC9LDzJ/Sh9WH3Z/gR+JD2vPSS857zxfRX9kP3iPbQ893vVezX6t7rdu7j8Mfx5fAT74btFu3S7UDvv/D48fnyMfRO9tX5n/6yA9wHogqrDCoPqRJxFhAZihk0GIkWHRaCF/0ZJhzsHA8cDxqnF3wVDhR+E2UT6RI2ESUOZgoYBwgFPwQiBO0DMgMCAq4AeP9l/k/9BPxo+pH4zvaH9ev0tvRW9FTzwPFK8M/vv/DF8vH0SPZR9jf1p/N88nDyvfPK9UP32fY29GLwKe3h65/sZO7z75fwXPC+71Hvd+9B8G/xk/JX88HzRPSN9Qr4ePvx/pQBTAPxBIEHHgvJDiYRiBFsEPgOMw6DDrIPExHiEY0R9A+TDUcL3wmYCeUJxwmCCC0GjANvATAAs/+//zIA4wCUAf4BDQLmAbgBmAF0ATsBDwE1AdgBvwJhA0gDegKJASUBvQE6AxgFkQboBtMFxAPPAQkB3gGkA/8EtAR+AjP/Lvxi+tz5AfoO+pb5hfgV9771BfUs9fb1t/bZ9m72SPZb9/P5WP1hAGoC2QO5BcMIuwyfEFMTSRSxE0IS2hAtEIkQvhEeE8oTNROKEaQPaA4NDvkNTQ2TC+sIwQV5Amf/5vw++2P63/km+QH4ufa29Qb1RPT98i/xb+917oruSe/p78bvxO5O7Rjsz+vF7Lru4vBC8mTytfFR8Tjyl/Sc9wv68vox+m74sPbT9SX2V/fG+Nv5Wfp0+rL6gPvI/Nz9Bf4y/UX8cPxF/kIBOQRBBlQHMAjCCXYMBxC/E90Wyhg7GUwYpBZPFRUV7RXjFtcWTBW4Eh8QVg6HDT0N0QzVCy4K+AdeBbMCaADh/hT+j/3k/BD8YfsH+8X6G/rA+On2LPUh9Aj0pvRh9Z31CPXS85ryL/IO8/X04/az9/X2TPXy88/z7vSO9sH38vcJ92D1ffPq8Qnx4PAU8RzxsPAb8Abw1PAq8gvzo/IX8YbvVe8i8V70wvdW+g38sv0zAAIE4gggDuYSbhZUGNIYxBgvGZ4ayRzNHtwfsx+kHj8dAxxEGx4bWBtkG5gaoxjLFb0SDhDcDegL9QkWCKwGBAb8BQ0GmAVWBGcCMAAr/rf8/Pu1+zv76vmp9y/1pPPV84n1mfe3+E745vae9U71EPZp96/4YPku+RP4bfbI9IrzqPK78XbwBe/97fDt8O5W8Czx2fCj73/uU+5Y7xHxw/Lz85P0APXY9cT3GvuQ/0EE/AfoCQUKNwm2CEkJ2wqrDOcNGQ5HDc8LRApNCUcJ6wlmCt4JCghqBe4COwFWAMT/Df8t/nn9UP22/Vz+0v7F/hn+BP0R/Or73fx//rn/hf/I/Y/7Zfo7+7L9agD8AeMBnQA9/67+Q/+nACgCEgMAAwwCugCw/yn/y/7n/SX89vlZ+Pz3n/g4+dL4SfdL9cnzWvMI9G317vb490X4KviJ+GD6Df70AtUHgQt8DRkOJA5iDj4PoxAgEi8TbRPDEn8RThDoD5QQzRGJEvkRFxCTDSkLIAlJB0kF/QKWAIn+Pv3D/LL8ZfxQ+135APcR9Ur0xvTG9Rj27PRw8qnv0+2e7dzuqvD88T/ynvHm8PzwVPK89Gn3b/lF+jP6DvqO+pb7VPwH/Nv64vk8+iL8qP5uAKcAmf9U/tz9nf5SAGsCSARkBYAF3ARTBP0EewdzC8EPMhM7FSUWpxZeF3sY1BkEG5YbMBvCGaQXeBXaExIT8hL7EqUSmRHeD7UNcws+Cf8GkQT7AZP/0f0M/Q/9I/1m/IL68Pe89br04/Rh9Sz1zPOb8XrvM+4k7invvPAl8rHyFfKk8Dzvv+5079zwFfKI8kvy8PHV8bvxAvFa7zztoOs86wPsOe397dDtvexI6yDqyele6onruuxy7YPtOe1S7afurPEl9lP7YQC8BBsIiApmDGAO+hAsFFMXpBm6GsoaehpsGvkaBRwoHeYd+B1iHVscGBuWGaUXEBX0Ed4OmgysC9gLMAyeC7IJ7wZ5BEEDXQPwA8cDIgIe/5b7o/gJ9+722ffo+Dv5d/gD98r1lfVx9rv3svgg+WH57fnD+lb7+vp2+UP3R/VB9FH0//SJ9XT1rvSQ86ryhfJV88D0/vVH9mT12POH8k7yp/ON9n36mP75ASIERAUeBngHowk/DIkO3g8oENQPeQ9zD78PGhAzEOEPLQ9cDrUNUg3uDPkL9Qn1Bt4D8wH2AXED8QQIBU4DmgBj/sj9+v4ZAcsC8QJYAcn+jPyn+1H86v1c/9f/Sv9r/hn+o/6Y/zIAFgCP/0b/rv+fAG8BYAEwADr+QPzy+o/6z/oJ+3f6sfgB9lTzqfFu8T/yPvOg8xjz4fGL8MTvFfC18Xn03vc1++v94f94AVEDtgVkCK8KEwx6DEUMBAwcDKAMTw3KDd8NsA2VDdYNUw5rDkcNdApiBlYCpf/U/kT/qP/e/pL8Y/lu9rn0oPSs9cL2wPYS9RvyDO8v7QvtDO4C7w7vSu6B7WvtGO4J773vLfDZ8EjykPQg9yf5E/rr+S/5ifiN+H35LPv4/Bf+H/5P/Wn8K/ze/En+7f9DAfAB3AE9AZEAewB0AZIDeQZ9CQoM+w2qD5sRFxTnFoQZahtgHIAcGhyTGzIb9hqKGqAZYRhxF24XPRjkGDUYnBWQEVYNQgr7CCYJmwkmCUAHSgQ4AQr/Rv63/mf/F/8P/cf5mvbU9Mn0w/Wu9uL2aPaz9TH18fS69Fv07/PW81z0cvXA9tb3Tfjo96z2/PR987zyyPI4827z9vLM8U7wBu9Z7lzu0+5O71Xvnu437a7r2ups64btqPAQ9CH3tvkR/K7+4AGjBYcJ6wxhD/IQJhKfE5YVlhfQGNgYGRinF2gYURpaHCUd7BvyGFwVdBLsEJEQhRDHD8sNwgqKB0QFpQRmBVYGGQYQBMAAZP33+qP52Pjn94b2/PTG8zjzL/Mu87/y4PH/8MLwivE68z31xvY493/2FfXD8xTzD/NR82HzAvMt8gjx4+8172vvi/AP8hrzC/Pn8VnwSO9I71nwCvLb84n1I/fg+Ov6Vf0EALYCEQXgBkEImAk6Cw8NfQ7dDg4OugwCDLoMyA4YEToSRxFzDu8KNggxB8IH1AgJCYoHnAR9AaX/yP9mAS8D8wNbA/MBmQDc/7X/wf+o/1X/+/7s/lX/JwAOAZ4BlwEUAZYAtACqASsDhAQUBboE2AMDA6ICtALyAgIDmQKMAdT/p/2B+//5g/no+Yv6o/rF+RD4Gfag9DP09PSF9lD46/ls+z39tv+/AtYFYggkClALcAzfDYUP0hAmEWwQTA/ODrAP3hFxFBoW1hVyE8gPSAwtCrwJGwrfCf8HhASCAGr9EPwl/IX8E/xw+hP4zPUf9BHzP/JL8RLwy+7Y7XXtge2L7SLtOew969bqgOtD7a3vBfKk80r0MfTm8+3zgPSN9cz26/ea+J/4C/hN9wP3kvfo+H/6s/sW/JD7dPph+f74lvnx+n381f0D/3AAfwIuBRUItArRDKAOixDAEu0UYhaOFnIVtBNfElESyxMrFh8YWBhbFt0SaQ9vDVINJQ5XDssMoQkPBnoDhQLDAiYDtwIgAcn+evzO+t/5SfmN+HX3QfZk9Tr1svVQ9nr25fXJ9L7zYfP/83H1LveD+PH4YvhA9y32o/W89TP2kPZr9qH1a/Qx81HyAfI+8tPyVfM+8znycPCU7nvtne3H7lvw0PEl88X0GPcF+g/92/+FAoAFEQkSDQARLxQcFqoWZhZPFlAXpxm9HHwf4SB+IMMexByaG4sb4BtxG44ZdxYeE38QDw+aDnMO7g3MDEELtQliCCsHrQWeAwkBbP5r/GH7Gvvy+lT6DPla9771ufST9D71ZPaM91T4jvg++Kf3Nfc997L3Kvgh+EH3mvWQ88zx5vAl8Tzyd/MQ9KHzUPK08IPvGu9S77Dv6e8k8NDwMPIq9Fr2aPg5+gf8PP4UAUoEHQfCCPIIMAh7B80HiQk3DKsOsw/aDsYMugq2Cc0JOgoCCpoIMQZ6AzQB0P9E/yz/Cv+X/uX9R/37/OP8l/zI+5H6dvkB+Wf5WvpD+5z7UPup+hn67fk/+hL7Tvyw/cP+LP/x/nr+Tv7F/tb/HAHzAcABTgAK/sf7Ufr++X36Evv4+tX58vf/9aL0D/QC9A/08/PM8wH09fS99gz5c/u2/fH/dAJ1BcMIvAuSDd8NIA2DDDINbw96EhMVTxYZFhkVRhQvFKkUABV6FNgSZRCzDWALxAnLCPMHqQbIBLYCCwEBAE3/YP7b/Mn6mfji9vv1tfV69bT0N/NO8YDvTe4N7s7uRfDe8RHzpPPG8+HzYfSD9Ub3UvkU+/v72fsP+136dPqD+x39hv4p//T+UP7I/a393/0L/vD9mP1E/UD9vv3D/iUAmwH2AlsETgZHCSQNABGqE3IUthOYEkYSORP6FIkWGBeDFlkVYhQXFFoUlRQXFIUSExBsDTgLtQmaCGoH7QVNBO8CDAJ4AcAAZv89/Y/6CPhT9rD12fUn9vz1G/Ws8xzy6/Bl8I7wIPHE8TzybfJN8u3xh/GE8SvyVfNf9JT0m/PB8c/vnO6L7lTvL/Bh8KzvX+7/7OnrM+u36jvqmun26LnoQ+me6mHsIu7V79zxv/S6+JD9iwLPBr8JXgtcDK0N7g8GEz0Wxxg+GtwaRxsSHFEdhB71HkEenhyhGswYMxecFdMT6BEuEPQOSQ7qDWENSAx0ChAIgQU3A3cBSAB2/67+nP0X/DP6SvjU9iv2WvYI97L3+PfT95P3qfdu+PD51vtp/e39Ev0y+y/55Pet91D4JvmG+Sn5UPiN91L3ifem9xH3sPUC9M3yoPJ087f0tvUe9kj2//bu+CL89v9hA54Fiwa9BiMHYgh8CtsMvg6tD7UPWQ89D64PaxDXEHkQWA/lDZQMdQtBCrEI0QYDBcQDSwNnA6cDmAP/AuEBewAt/1H+C/45/ob+l/4t/jv9+/ve+mv63vr2+w/9jP06/Wn8u/u7+6L8Kv6w/4gAZABz/z3+UP3u/Ob8xvwh/Ob6ePlg+Oj3zPdn9zj2P/QW8pTwQvD88AXymfJ/8j7yxvLM9EL4XfwEAGgCeAPKAzsEYwVPB5IJlgvrDJAN8Q2YDsEPDxHcEcIR7xDqDw8PPw4MDSALjgjZBawDcAIGAtgBQgH2/xn+Cvwk+pr4h/fg9m32xvWO9K7yd/CH7m7tV+3z7avuAu/W7nHuW+4F74fwgvJo9NL1rvYr93733Pd0+F75bfpM+8T7/PtQ/PH8tv05/h3+U/05/HP7j/t6/H79zf04/XH8hvwz/nUBpwXECewMzA7ND7gQEBLHE20VqRZrF9QXIhiHGBwZvxksGi8azRkiGTgY8BY8FTATBhEED3ANcQzoC3ALmQonCToHFAX9AjQB6/8n/7H+H/4k/b77Kvq/+Lz3R/dX9573qfch9xz2IPXM9GT1pfbv96n4jvi294b2fvX09Ob0+vTD9Cv0e/MU8wvzC/OR8kzxXe9O7cnrL+tX66jrg+u36q7pPek/6gvtLPGT9TX5svt+/Wf/8gEVBWUIbQvrDdQPVhG+Ek4UExbrF50Z9RrQGw4cohuJGtkYyRavFOcSpBHOEC0QhA+iDlgNjAtdCSwHWwUFBOwCpgHi/5L9+/qg+Pf2H/bE9V31i/RL8+rx4PCl8HTxFPPf9Bz2dvYW9nr1FfUX9V31lfVx9ez0X/RC9Mv0r/VO9hj27vRM8/7xnvEc8r3ynPJg8YzvM+5K7g/w7PLq9UL40/kO+478qf4/AekDOwYCCFAJXQpgC3QMlQ2mDo8PPxCsENcQwBBiEK0Pjw4HDUYLnwl5CAIIFQhECB4IdQd9Bp0FHgUGBQ8F5gRUBFgDMAI0AbEAtAADAUkBRQHfADIAfP8V/0D/9P/cAIkBzwHmASUCtwJmA8EDcQNhAuUAkP/n/gr/hf+W/7L+5PzM+i75dPhu+G34u/cY9vvzTfLb8ebyDvWe9/n54ft+/Sf/FwE1AzEFwwb1BxQJYwrzC5YNFw9jEIQRjBKBE1EUyRS1FPEThhKmEJEOhQy0CkQJOQheB1cG1ATGAn4Acf74/Av8TftN+tX4//YJ9S7zjPEt8BnvOO5p7Zns2+ti61nrvutv7C/t3e2C7lTvgvD18UDz5PO78y7z9/Kk8zj1Gvd/+Nf4Mfgx96j2Ffc/+F35mfmo+PT2VPWO9Pr0eval+A/7cv2//wQCUwScBroImgo9DLMNBw9FEHIRkRKVE3IUNRXqFYkW7Rb1FpcW0RWaFPASChFPDx0Ojw1ZDfoM8wscCscHkwUFBB8DeQKnAY0ARP/t/Zr8aft8+s/5KvlW+E/3R/aG9TX1TPWV9cf1vvWe9b71S/YO94P3Pfc49vH0HPRC9F31yPaV9yv3pvXB807ysPGw8cDxUfEv8I3u8Ozk68Drh+z47b3vnfGe8/b1zPgR/Hb/pwJ4Be8HMwp5DNsOTxGoE80VyBe8Ga0bcx3bHsIfDyCrH5UeAR1OG9cZwBj9F2IXpxaOFQgUSBKoEFMPKg7hDEcLVwkvBwUFDgNkAff/jP73/ED7n/la+Iz3G/fP9nH2Ava89fD1uvbT96z4vPjh9332RvXP9DH1+/WL9nH2svW09PbzwfP18yv08PML85rx/++n7trtnu3X7V/uN+9u8ATy1fO49Zv3hvl2+1j9F/+xADsCtQMJBScGFQf1B9oIygm6CpYLKgwxDHYLCwpICKYGfQXjBLEEkQQqBEwDJQIZAX4AXAB7AH8AHwBM/zb+RP3L/Mz8Bv0n/Qr9tPxC/Of7zvv++0P8bvyV/An9BP5Z/5YATAFSAdAAMADl/x4AogDrAIgAe/8n/gn9a/w//Cf8sPuP+tH4xfbO9D7zTfIT8oTycfOr9Bj2s/d9+XL7f/2I/2QBAwN9BA0G5wcLCkcMQw7KD+wQ/xFYE/YUchZCFxwXHxapFCwTAhJKEcgQBxCcDnwMBAq+BxUGJgWwBDAEKQNyAUz/Kv1q+xD61/h499z1NvTc8hPy1fHS8bDxWPEM8T3xK/Kn8yb1H/Zt9l32evYu94j4MfqY+z/8GvyW+1L7tvuy/NH9iP58/r79qfyn++j6Xfrc+V35Cfkq+fb5cvtz/bP/9gEeBBMGxwdBCagKEQxtDXwOGw91D+oPzxA2EtMTIxWfFQkVmRPfEW4QjQ8pD+sOaw5mDdsLFwp6CDEHKAYuBRMExQJAAaL/J/79/BP8JPvw+Xz4F/cQ9nj1D/V99JTzhPLD8bfxYvJY8/jz3PMi803y8PE/8vbykPO181jzsPL88XXxMvEr8SDxxfDw78Duhu177JXrp+qJ6VzogOdm50noEupi7NHuKfF98/z1zvjl+xj/KwL3BGQHiQmWC80NXBBDE0wWHhlLG4kc0BxnHLwbIhuyGkkauhnqGNwXrhaFFYIUnhO7ErMRbhDrDkANhAvNCScImQYVBZsDKgLUAJX/Uf7o/F77/Pkm+Rv5wvnA+qf7LfxA/Av81vvW+wH8Gvzw+5L7O/sd+zH7TftY+0n7J/vx+pT6+PkI+b/3PPa09GTzdvL18d7xKPLO8rnz2fQn9qf3XflA+zj9Mv8VAc0COwRhBWIGfgfvCL8KsQxXDkoPYw/dDiUOmw1TDSkN1QwcDOkKZwn1B/gGmgamBrkGdAa5BbMErQPpAm4CAQJkAYsApP/h/lr+/v2l/SP9XPxw+8D6nPoM+8L7ZfzM/Az9Tf2q/ST+pf4A/wn/uP4r/o/9Bv2j/Gn8RfwF/G/7X/rY+Ab3IvVa88DxVvAm71XuGe6a7sbvUfHR8gj0CPUu9s/37vk2/D3+zv8AAR8ChwOEBR4I9wptDfsOiQ9vD0MPcg8KEKUQqxC1D9kNpAu7CYII5wd1B6sGSQWAA8QBcACH/77+wf1c/Jb6pfjX9mf1UPRX80ryLPEz8Jvvie/s75HwL/Ga8dnxKPLL8uHzTvXD9uX3jvjl+Er5BPoL+yH8F/3n/Zz+L/+P/6f/dv8E/1f+b/1d/GD7z/r4+uT7UP3h/mcA8wG2A8oFDggwCtUL0gxgDfQNAw+yEM4S6hShFrEXGRgPGOUXyhe/F58XOBdsFkEV5xOeEpwR1xALEO8OYQ2BC6cJGwjrBtwFqAQvA5gBHgDm/uH94Py4+2b6Evn79z73z/aC9kL2GfYW9i72R/ZR9k32P/Yw9iX2H/YS9vX10/W+9bv1rPVy9Q71lPQF9DrzBPJo8Jzu3OxM6wTqHOmr6LHoEemy6aLqD+wf7sbwvvOm9jX5Uvsm/f3+IAG7A8MGEwpkDWYQzxKJFL8VuhaiF1sYphhoGLoX2BbrFQwVSxSuEx0TWhI7EcQPLQ6rDEkL5QlcCKwG7gQ9A6ABBABT/nn8ifq2+DX3IfZ49S/1O/WE9db1BPYO9iT2bfbo9mP3rfe194T3QPcP9x33ePcL+Kb4Efkn+d/4R/h+95n2mvV99FTzRPJv8dzwd/A58DjwpPCm8TvzLPUo9+P4Svpw+4/85/2Z/6MB1gPsBbIHIAlWCnILiwyeDZIOPg97DzYPiw65DQQNlAxaDCoM3gtwCwELqQpiCggKdgmdCKAHvAYqBuoFvAVVBZQElAONArMBFQGoAFgAGADu/+L/9P8hAHEA/ADBAZYCLANSAxIDpwJIAhIC+AHhAbUBbgEVAagACQAM/5792Pv4+Tn4wPaM9YX0nvPp8qDyAPMZ9LX1gfcy+aP6zvvA/J79nf4BAO8BTQTJBg8JAQu1DEsOxQ8KEf8RjhKuEmISwRHtEAQQBA/wDcsMmAtWCg4JygeOBkwF7QNzAvEAeP8H/p38NPu8+Rj4OfZC9HHy+vDk7xnvcO7X7Uvt3+yk7KTs6OyL7ZDuze/l8I3xx/Hg8Svy3PLq8zH1evaY93n4HvmM+bL5hvkV+XT4sPfL9tD15fRC9CX0v/QY9vz3FvoU/NX9XP+9ABICcQPyBJwGbghlCmwMXA4FEFwRghKQE4IUMhWIFYUVOxXHFFQU/RO2E00ToxLIEdoQ1A+SDgYNUwu5CWIIVAdzBpIFhwQ7A7UBDQBj/tf8ivuT+t/5V/nc+GX47fdz9wn3z/bX9gz3R/de9z337Paf9pb29faT9xP4NPgB+Kb3LPeD9qz1w/Tt8yDzMPL68HXvxO0s7AvrsOop61bsAO4B8CvyRPQn9vD36vlC/Of+oAFEBNIGXgn+C8AOpRGPFDYXSxmeGjYbVBtQG1kbXxsrG54a3xk4GcwYcRjTF8cWWxXBEyUSphBKDwUOrgwaCzEJAge8BJ8C1wBm/xf+tPwt+7P5g/i891X3Pvdv99L3K/g8+Or3VPe69kv2IfY79o32+PZb95X3lvds9yv35vap9mT28PUo9fbzcPLD8DLvB+5+7aPtRe4O77XvNfDL8L3xHfPG9Hn2CPhq+az6+/uG/W3/oQHjA+EFZgdrCBEJhwnuCTQKLQq2CfUIQQjyBxUIagiLCDAIUgc5BksFwwSZBH0EKASEA7QC6QFFAdAAfwAzAMj/Lf90/rL9+/xj/A78KvzF/LL9ov5K/5n/qv+i/5z/mP+Z/6j/0P8AABMA5f9w/+P+cv4k/rv93fxe+2P5R/dn9fDz9/KI8qfyOPMM9PX03/XO9sn33/gh+p77TP0V//AA6wIVBWwH0AkfDDcOBxCWEfsSRhRnFSgWVxbtFRsVKxRhE8oSOhJpESUQhg7XDF4LPApdCYkIhAciBmQEeQKTAMb+B/1V+7/5XPgo9wj22vSP80fyT/H88FrxFfK08vTy7/Lx8i/zvvOX9KH1rPaM9zH4ufhX+TD6RPtu/Gf96v3V/TP9NvwM+9/5zvj493P3W/e79434svn3+jz8f/3M/h8AawGfAsED7wRTBggI/wn7C7gNIQ9UEHMRehJHE7wTyBN1E+YSXBILEvQR1BFeEWMQ6w4sDXsLKgpPCawI0weFBt8ELAOpAVsAJv/x/bT8dfs6+gn50/ea9n71rvQ79AH0yfNq8/HygfI+8jjyXvKI8pTygfJo8mfygvKu8tTy4PLG8pHySvLp8UDxJfCi7ujsPevP6cHoM+gz6KrodOmC6ubrrO3J7xDyUPRh9jn4Cvou/Ov+MwKqBeUIvgtiDgoRwRNCFisYQRmTGXAZQRlKGaAZGRprGkwaqhmpGJAXnRbfFTUVaBQ+E64R7Q9IDukMsAtfCs4IAgcUBRIDGQFN/9v91/xA/Av8HPxH/FT8MPzq+6r7eftQ+yb7A/v1+vf6Bvsn+2f7yvtF/MD8Ff0U/Zz8rPtl+vv4lvdK9hT18vPs8ifyxPHQ8Tvy4/Kq84D0YfVN9k/3f/jq+Y/7U/0Q/6gAJQK5A5IFpAekCTILHgx3DHoMaAxxDJ0Mxgy6DFMMmQu8Cv4JkAlvCU8J0QjcB7cGwQUdBaUELgSmAwgDUAKEAb0AAAA1/0D+O/1a/Mr7kPui+wL8nfw6/Zn9pP1z/Tr9Hv0w/V79eP1d/Rf90fys/Kb8ovx8/Aj8Kfvf+Uv4i/ai9KXy2vCk7ybvJu9S74vv4O9k8BLx7PH88kX0ufVV9yb5HfsB/an+NgAWAogEbAdQCsYMjA6QD+0P9g8gEK4QcBHXEWYRDhBGDqgMjAviCloKuwnsCPYHzwZgBZgDnQG//0X+Mv08/P76V/lz9631PvQl80XyhPHf8HHwWPCZ8BrxsPFF8tbyZvPy84j0RvUr9gv3tfc/+P34Jfql+zL9jP6B/8f/IP+W/ar7C/os+Qz5XfnH+SH6hfon+y38jP0e/7cALQJXAzwELgWFBlMISAoXDMgNmw+cEYsTEhUJFnUWcRY8FjwWtRZ7FwAY0BfeFogVQxREE3sSuxHqEAsQDA+2DeUL5AlKCGcHzwbGBRUEQQLlAPb/4/5W/Y37FvpP+TT5gfnM+aT53/i+99f2i/a99gj3IPf99rz2avYN9r71kvVy9TH1vfQ89MTzFfPJ8cDvY+1P697pDum76Lnoy+iz6Iro2egp6nPsHO998V3z4vRQ9ur36vl8/KT/MQPMBgUKgww/Do8P1xAuEmoTbxRMFfEVGhakFfAUmxTNFPsUjhR2EzESKRFjEKgPwg6EDdwL2Qm7B9gFawR3A64CfgFm/3n8nvnt98H3avjg+Jz4yvfs9mf2dPYa9//3gvgu+Dj3YfY/9tX2wfe6+Kb5Y/qv+nb6+/mD+e/42Pcc9jD0rvLV8WvxIPHQ8Gvw/u/a72vwvfE680j0+vT89aD3Z/mg+l37evy4/vABRAXVB1AJAgp9CjoLVgyQDYsOCg/7DmgOng0hDVYNEw6uDqMO+Q0ADfkLDgt2ClYKXwr7CegIkgegBkgGNgbtBSkF6gNoAggBRwBnACkB7AEJAlcBWwDq/3MAjwFWAk4C0AFkAQkBagCq/3v/RwB6AfgBNAGT/8r9Pfzx+s35tviG9zD26PQS9OnzXvQm9eH1PPY/9mL2PffX+ID6ePu8+yT8kv0nADgD6gXNBxcJSAqqCw8NCg5xDqYOMA8iEN4QtBCWDzYOSg3pDKsMUAz2C5ULqAqsCO0FdQMEAlQBlgBj/+L9P/xN+vj3mvWY8+/xd/Bm7xPvNO/07unty+yx7MbtJu//71nwtvA+8bvxIvLF8u/zh/U397T41fl2+nz68/kL+fn3+vY+9s31ifVB9e70q/Sd9PL03vV49375Zvu3/Fv9ov0W/lX/vgEJBTAIMQrpCvUKrgrHCVYI2wdOCqgP2hQfFqsSmQ0EC1QMgQ+TEVkRwg9oDg0OYw6mDlkOtQ1gDYQNVg3PCwAJcQaeBWIG7gZVBfAA7Po59o72mP3vB9wNaQnX/Pnx5/HO/DcK2xDWDUYFqv0S+3v9zwFbBEADZP8t+2v4hPdU+OP6yP5BApYC0f2a9NHqA+bP6Yf0W/86A4n+RfaH8d7zc/uDAxYIEQhHBfQCrQP7B2IOXBRNF5EV8A8rCrwIpQyeEVkRZAm7/ab1uPU5/KMC6wI6/FLzHO6F7pvxVfNl8jvwre7r7hXyrviUAN0EpwFn+IHvMe2w8t/7sQL2ApT8hPN07bvt7PJX+Gv6Zvn89/z3yfir+N/2UPTI8oTz9vWp9971CvD96Dnlg+eI7mT1w/af8E3mC98x4TbtqfzSBkQH7AAP+1v7UwJrDLQVaRy8IFwjqiROJbMmMyprL4ozLjORLdIlciDyHkwebxr4Es0LwghwCRcKAgjnA+7/ovzm+Db01e9P7cTsAu0j7WXthe6h8NPy6fOp82rzGvUp+Xb94f5L/BX4GfYu+JX87f9ZALv+D/1g/GP8dPxK/LD7dPoS+Q/5pfvE//wBQf8N+LHwDe5U8az2UPjS89zsPOqG74r5dQFeAzIBnv83AV0Fggr8D2oVwxkSHLYcWh3OHwoleSxmM9818zFMKnIkiyNrJX8ltiGzGxkWRhJjEN8PZg+fDR4K6gOc9zbj/c4Rzrrt6yDMQnQ1CgBWy5++ud+bElgzJDAeERbuw9wL4/b1rwVVC/QKdQl9BOb2PON21QXYguj7+Kn8n/KK5GPcZ9w44B/jruND4ijf69sF3dzmVfdpAw3+ieQ9xY+3lsj87PwHEwT15bzG/7z0zZTxKBwBP9ZHUCy8+fjQSstn5BwDtxRdGt8cZxyqEZ/7Iebd4cz2Jhx6OgA58BHW3eLE/NvkDisysS3wEY4AigRmCfH5st7O1a3upBV5JzgVRfGv2pff8vKv++7s1NIGyWbhbxDQM1gwMQuW5O/Zce6vDvAkAic/FkP7muNv3IroQ/xQCHsJ7QlbERkYfA7u8LjQ2sbo3aYHViYBIiD7z8x9uXLOPvjEFdcXKQsOA48B4/r/7O7ouP7ZJJY7Oisj/bbV8dVbAH03sVWnSlsmcAhaA/QOFBYrDgr/wfXE9c35+/5WCPMVIB6uFXX/6+669jEUui4KLkoRJfDW5OP07Q33Fy8LePV46//zDwLnAwv35OqB7tH+/QryCI3/3PmD9lHrVdgQzo/a/PQBBNL5KeT23PLtBQe+D2H/LeSR1dneo/QH/zjxWtjTz6jkSgdQHXoeBRpfH+0pRCr5HqAaci2TToZh5VIdLfkPQhSLNkxbI2f4VP02liMdIl8pMS0wKbAeUw6B+bHox+gD/a0VjBo5AiPerMx03WcCOByMFpX58OA54er1sQgpCaH7s/B08cb3mfnR9pD3tf7+A8j+GPNM7tP1P/689x3iYc9O0CvhTu1v5RHQ2sLXzMDnr/06/a7pOthX28Tvv/8D+3/pFOKE738EhA14CUkJyxeeKfQpPRTL+7T4bA/wK/szlh7z+/zmxu2WBmcbMB+sFjMOzQutDfwRcRnCIH0dqgcd51bSedtd/TkdvCHMCQntLeVf9k8N5RPPBlr2QPMg/QsFvv+w8RPotuhb7cruE+909ML8+vxV8KnivuUQ/KwSJxNa+hTcvdBU39n3HALW8z7aW83/1/PspPXc6mrbTtmP5NTsc+bu19TPdtFy0ZTGNrndvLrZ1P+iE0cIfuw+3U/rLQ0qKY4s+RlMAyX42/qgBP0PyRuSJRonsR2xEboQsx2pKQohFAFX3s3TIep/DiYiZBWJ9fvfMuZQ/jYQ4g8pB7wFUg2UEtgOewkMDYQYpiDPHrIYWxd7GvwYCw6nAZEB3BEnJnor9hlv/erro/HaBFEOwf+s4l7PZtSV6Ir2VPTS64jrD/Qe+SnzrunX6Ejw//HP48XOTcnV4NsJfCcqJOMEDuXq3jj2yxc2LBsqNxhYAp/wb+gj71IF9x+uLHsitQ25Bq4ZTTjaRaIy0gtO8DL1gROkL90ypB7rB9oA9AjqEgwWWRUlFgUWAQ8LA/L8hgOTD6ASAgdH9rnuZ/Sw/Uv+xfTF7DvzngfNGdUY3wR58APuR/z5BwIBwOs/29bb5Oaw7BDn7d7D32/pNPFp75boJ+d77U7xs+Z4z3W9QMNr4ZoDERI9B9bz8u0K/ckWgiwLOEk7HjhlLuAhzxxOJ/M71UjKP0Mm+BJFGX41Uk5HS30riwaD9oUArhKrF6wK5Pen7A3rX+3O8KD3UQFiBgwAjfIc677xh/+TBW/9i/Bk7on7cwsrDOb48uBX2gbs2QU3EMcD++9P6U7zjP57+1fr7Nz+2qXhVOVq4efc/+BM7Vr3KPb87AvpifNHBvwPKQWz7HXa6txr8IcEJww0BzH+WvgW+BT+oAoJGsEi1xtEB9LzoPGNAlUWmxhSBSDv8e77Cr8u5T1IL9MTBQPeA/0KBww+B5EEXQaKBmEAefik95X/sAdnBjn8BfSg92gEVAzQA2vv/uGe6noDJBV8DQjzJd915Lj8SRFGE3QI7ABwBLUM/Q+mDI0IWgcMBVb7+eqj3fPcgudb8F/rvdp6zrjUKeqV+7z3O9/OwoOzBLbZw6HUIuN06+Tppd/71rfdrPf8FlclIxh8/Evtw/ojGtAucyXmBrTvhPTBDwwqDDJcKQkcRhHyBw3/7Ppq/xkIrAr1AZb0IO+B96AG2w57CQf+JPsCB4cXahzFEfUFLQoGHgAu/ic1DyP5Z/c0B+wWJxnXD0sG/AP4Bl0J8QgcCFMI8gWk+23qvtxn3q/v5AHsA2/zXuCt3cjuCwWYDuUFKfPm4TLYBNc73mHs6/oV/7/ykd1u0qnfk/9IGlsa2wHL6Yjq8gO2Hbwfcgmh8Bbru/umFG4n8i80MWgt+SRxGzIYjR8QLHgx4yc6FLAEyQMXDnIVig9CAer5GwL1EPAUbAe09KruUPk1B/sIeP3f8Djun/Qa+xb8mfqZ/I4CjQbAA1X9MfzdBGYQdRHwASjrVN634+PxDPcm68XX9s1/1d/mXPSR9onviuSP2MHNTclE0ZvkOvck+mHqPNdg1j/vcRJ0J+kjrhSnD84dDTQ/QHo6YCnZGC0QdRBuGK8lwzKNNyMvzx2bD2UOIhiAHx8YcgPF8Hzu5fpeBSwA++82507xFAUEDlACPO3Q4mzrG/3VB2EFWvwh9u70JfRW8H7siO5j9/P/hf+V9RLsD+6i+0UIzgYP93Xmu+Ld7H35+vym9b7qO+Ru5Rnu6/xcDoQaLBhvBU/tc+Hh6gwA4gtmAejot9i/34T3jQvCDWQCz/gD+9YFew8cEtIO1Ah6AR/6Zvck/1kReCRsK5kh6RD2CRcUHCXIKqAdLgnH/7wGHhEpD7cATPXt+QIKaRQqDo/9efII9igD7Q24D40LIgjJBxQH1AK7/XT+oAfkEhoWeQ4yBeYGHBZvJyosKSDpDJ//k/3vAZcEEgFw96Hpxtq40NvSgOOh+fYDuvZl2CK/Kb7U08XqGO7E3ObIAsUb093lmu9W7i3qTutX8xj/RAuTFZUavxU8BqHzS+uw9e4Mrx9qIJcSYQfQC9Ma2SJYGawGw/wpA2wPxREAByr7N/u3BlsRAxEYCIQBhwQgDugVShcGFS4UOxVtEzULHgCf+jX/ggi4C50DlPZx8JP20AJLCvUHk//b99nz1/Jx9Jn5lAB6AmL4n+QV1a3YMPBoChAScgEk6CPcDeUc9kD82vBb3ijU+dcB49Dq8Op25uHiS+NV6ETywwDQDwEXYQ/l+6LqJOpy+woQNRhfE9MPthl8LMc39THeIsYaOyCdKZko2hnMBxL/NQL3CE0KYQWBAFwATQIcAJP4P/KZ9NH+bQcBBpf88vUQ+kwF+At5BhH5dO+R8TX9CwrtES4UNhILDDMClvmp+fUDlA68Corz99WMxx7TNe4GArb/Rezv2erWYOJH8Lz1PfHI6J7iH+Ev5IzrJPYwALcE9wKtAWMK/B6jNNY7YC+tGk0PthOxHegexBUVD28WeieYMfIpUxfLCtANXBmyHvIW1Qj3/5oA8gQRBdT/Ifvi+5j/MP8N+EXwfPCz+QUDlAIw+OHtku319jAA6P/Q9cDpqOOX5b3s+fVH/2MFUQOE933pvOY29loOmhrcDfvvzdc213PszAUXEqgNgQH++Nr4Ef6EAvYBqvs18YnlSt3I3Uboe/XJ+M/rpdeuz53fRv6rFMITawLd9Er3GAPPCFAC7/jT+eAGIRV3GY4U+BCjFsghIicmINMRNwcnBm4Kygs9B2gBJQAgAzsETP/w9z/2of1LCBgNTAlOAyYDswl5EIsRjQ1HCUcHRwbYBacJJBUvJDYrtCHRDJL9DQJCFxIqryc/DhLuCdty3InpkPOi8sHp1uCy3Pnclt+l4z3oFupC5cDa3dJr1gnkde7/6FjWgMjLzxbqeQT5DT4HI/+GAcUL6BGvDOMAkPmo/CIGmw1ZDw0PFhJoGJoczRr6FboU2BheHFoY1g0CBqAIYRPrG30alhG0Ck4MzRNKGSUY7RIAD/EN6QzwCX0H2ggHDBYKdv988t3uKfktCOkMmAEs8G7pe/VTDPwc6xtpC6P3setH6gLvq/Qb+e37/Pto+Krz7/I8+CT+2/v67jjgFNyX5YTx4vC24PnN2sjU1E/m2O/177HwWvoICZQQ6wna+pPwdfNlAHgN5RMYFdgW/BvdIbYkxCSZJSQolydMHsoN1v+r/UcGtA6jDCoApfLd7HTvoPR39+f3LviD+Fv3rfUY+FsBMQyeDQoAu+vY4dDsNAVQF6sUwwBA7VvqHvpuEAIeuhtmDcj7aO2l5BriuuWh7BbwgurS3mjYQODg8dv9FPmS6KTcTeDZ7vn56fge8LTqUu6m9gX8zPwp/10JPxmyJGAjjhctDB4KHxDEFX4V/xFiEfgU6BcJFiISWBNxHBAnSynuHyYSXArqC8gQAxE9C90ExgLtA94D/QAW/rD9Av4x+2z1xvIF+ZYFcw3LBofzfeHo3mXtGwBRB2n+/e795oHsvfraCKQRkhT2EYMJrf229a/4GAWZD/EMLv548ZD0IQbWFQMU/ABQ7GPlZu0c+CH5TO9x48Pd8t2p3ZnZWtaR26LqovutBKYDcv9+/5sDhAWJAZn7qPqOAGoI3gw2Dg0R0xc2H5EhMB0iFp8RfRAKD1MKSASBAQ4DMwT2/y340fTv+pgFCwqEA6r5kvkHCHobbSQYHOMKlwATBuoVcCKsIioZGw9/CmsKvgtiDvATTBr8Gt8RZAM3+db3N/k081zj9dJsztvYk+hT8Kvr7+GN3VPhweZE5szfVdpX20Pgi+GH2wPTYtAe19bitOx08gj3zvw3AaX/N/in8dzyD/v+AdoAK/qW98j/hQ8lHQAicx8kG2sYoBbyFF8VXhobIhUmKiEgFpwO6hGvHNsiIRvjCDf6Gvv7CRsZURt4D8f/Rvd6+L79rgCo/2D8vPfc8bftS/Fh/4gRQhtVFdgFSvuC/hEKHxB2CFP4weww7mH5lwPyBLj+JPgF9nb2n/Sj7+nrNu288C7vK+Ul2H7RSNUQ3/Ln8+0t9Jf8IQQkBtcCcwDmBPoO7xZ7Fo8PYwoyDWkWRx8wI24jqCNNJD4iAhxCFXsTEBdEGUgS+AEE8uDtpPcMBYgIDf4O75TpDvPEA90O9A3PBGn7wPaE97f8nwQjCzcKF/+A73XnGu8HAvMRIRPoBtD5TfcP/yoGfgKm9NDmXuJZ5/ntju/X7Ibriu5/8lDyT+7g7CnzPP4LBZIB7PbX7bHrG+6P77/uuu8L9nv/DwaaBgwE5wMVCNsMBg14BywA8fs//Jz/+QQgDR8YSSKrJeIf/RXUEGgUfBujHAMUygd6Am4I8BIsFlwMN/tn7gLtZ/SV/AkAyf7g+uD0SO3k5x7qS/R3/p3+K/MJ5tTjre8pAIMIyQQH/d78PwjNF8kfrBqPDbwCFQDaAn0EQgIV/3T+cP8d/kD5oPSp9IL4MfoM9cXqJ+Gl27vYpNVK09nVYN8M7O70k/Yi9MHzgPg8AIsG1QiKB0EEAQDe+3z6av95C/EZjCISIMsVuQ3ZDw8aVCEpHEsMpf1D+2MFBxKdFpoQeAVQ/PL4P/wCBiIU2yDrJOsdYhKSDVIVsSOYK8okvBOKBQQEUg2pFvkWNQ+TCNcKXBSiG4QYewsi/GzxPOxx6Yvndehm7Q7zyvO37RblO+CZ4Xzm1uoF7YjtRezA55ffwdYH0trTDNrS30HiueLQ5BjqTvAP9LH0tPQq9tP3xvYM85Tx+ffvBaUTVBj9EmIMIQ9XHeMthzRCLcAfxxeDGjAjCykLJxoeEBKzBof/0/8hCEQT/Rc2EFj/q/AB7hr32wFyA//58O3X6Xfwxfo4//76+/NT8rz4/wI4C/sOQQ+0DGoGuPzP82jxF/ef/xwDS/5a9Uzv7u4l8arxKfC+7xXyV/Tj8aXp9N+P2kfbIt+A4hHlY+kV8Wj6+QGLBjQKTA+SFJEVkg/eBRkAdANKDTsVPBW5Dw4NwxK6HTQlHyPtGOwMPgQ2AFAAEgStCVMMFAfP+tbvdO+6+l8IuAyKBBv4dPNA+70ITBAWDPAAJvlg+pYA7gJT/Yr0vPD99Cz9cQM/BuoHrwk9CRUEIvzg9qn3xPs9/TX52fLt7wbzZvl0/m4AcgETBP4HQgp8CBQDRfyd9Tjvcelj5ovoce+x9or5ufck9tj5IQI2CNUFX/yo9NL2XgKdDhsTQw8CCnkK0RGzG1oj6CZgJrwhwxkREg4Q5xV7Hg4g3RS6ARTzKvKA/CEGqgSL+NrrWei07hL3nPm59RrxuvDP86P1l/Ms8AfwrfRG+5wA/QQeC5ETvRoUHPIWXg/oCVgHFQVFAVn9AfxY/Sj+UvtU9fjvYe7g7+Pw6O6t6pLmbuMO4LfbP9iU2Pncl+EA4o/eed0r5Qz1XARQCQQCd/ZX8W72EgCkBcoDTv4V+9H8fAI8CroSnxntGkAULAmcAowHdRXBIEYeng2D+jjzcfy2DYcZNRmFEZ8MIBADGQMg3yAcHcEY5xXiE6oRkw83Dr0MZAktBC0AFQEIB4QNSg9aC4MFBwJYAbEAKv4E+2f5v/ji9U7vJ+jg5YTqJ/J29sv0ZPB27ljw+PFq7qLlAt3s2frbZ92X2e/SQdG/2dzo4/T39kPxO+ww7hX23/39ANH/zf0R/koCfgtfGWQoBDJSMUkoyx+5ILUrpzckOYQsThn2C2YLzhPzGoEZhRCLBoUAMP7D/FL7WvuN/dz/nv8V/XX72vwd/8f9b/di8CzvQvZVATcJZQrCB8YGgwnbDHYMmAeRAb79NvzA+jb43/Ur9Tj10PPC8DXvn/Iu+iEAYv5x9IvoVeId5EDpdetZ6ZLnpOsK9s0BZAlMC94JyQfZBQoEJQMFBIAFfAR8/+f5RPrGA20RxxgzE9ME0/nF+/sILxbGGM0PgQPM/JD90AD/AGD9dflW+JD5pfqM+sn64fzk/1EBTgDb/kf/zgDb/wH6V/EI64fqpO598+L2C/oX/3gFyAk9CdoEpACH/6gADgFz/7X9Lv5rAHsB4v8//vwA5QjEEGQRfAhm+5ry+PF49Yn1l+5b5ODd795l5UrsZfCn8WDxy/CP8RX2TP+/CW8OqQjw+y7zWfg9C1sg4Sk0I7UUIQyoEJYd2idPKLYg8xe7EoAQSA7PCjsHlwQZAl/+zPnG9jj3Mfqj/Iz8DPv1+nD9kwCaARAAK/4F/nn/MgFVA9YHkg/WF9wbShnHEpUNiwyoDb8MOgjGAvH/gv8b/SX1++kQ4+bl+O9W+Pv3U/A96bvoA+367sDpc9/k1krVkNrf4njqxu+g8j7zsPKS85T4FQHHBycG7vod7Y7n4+8gAVYPkBEaCaT/af7SBr0S0BoLHD0Y6RLXDsINaRCZFekZ8xmqFSQRIBFmFqQcQR6ZGY4S9w5MEakW1hkrGDwT8A3cCHwCufro9Pf0sfovAbUDiAIwArMFkwokC9oEdvuW9R72OvlC+KTwxeb04T/lvOyy8RLxe+0862XrQusA6Kbhbtov1IHP+Mz6zTjTo9oO4OXghd/P4XTrG/kQAvD/bfUZ7Y3wGQDREoEe3x+OG5cYchrmH9slISq6KxMqUCVEHxgbuBqSHHEcTRddDggGrQGwANz/Y/33+pb7u/9LBLAFkgMGAdYAGwIxASf8pvWw8oT1avv9/xYCaAQvCTwOmA5WCNf/XfzfAIsI1wpjAzn2XOwP7PzzWf0tApUBrP64/OH8t/5CAegCWgFm+3jzOu8d85v9ZwdkCSADtfty+yIE8g5lEukKDv5G9Zb1HPwNAjIDVgC0/Jb65vpg/nQFnA7cFWEX9RKcDDgJXQoyDWwNeAm7A/T/fv9WAMH/QP3L+iX69frH+1b80/2IABICDP/p9o7tSegI6d3seu/w72zx9fYp//QE7ARXATMAAAX1DLERmw8pCR4E5wP3Bi8JKAj0BCEC7gDCANYATwETAgUB6PoL793hYNrm20ziS+V94CbYrtXJ3srvdv6NAjD8rvIM7kbxv/mfAkcImQm/B40FagYqDC0V6RxKHxscORcfFQcXHRpdGj0W0w+FCsYHMwbTA7AAo/6O/sb+GP0o+qb5QP7pBSQLdgrnBaICWwO7BZIFCgL+/vkADQgaD2sQNwt6BE4CLga+C+8MNwfy/KXyfutP6KTolOtr76/xwvDa7Zjsnu8r9an3sPLI5+XdWdv431blHeVH3/bZi9vY5MvwC/mv+kz3mvK47/jvDPNs99r6kPvZ+Zf4XvtaA7UNlhVMGJMXuRdnGz4hsiXHJtUllCXuJiEoGScLJEUhRyDJH0IddRieFEkVJRrMHvwewBqkFSYSvQ4TCOL9uvR38sL4FQNQCl8KOgWxAFIB2Qb9DEEPGQwjBU/9Pfel9Lz1XfiL+HTz2erz5HTnsvH4+2f9e/Me5InYqNX12OPb/NkW1KjOyM2h0o7bgOVa7QvxrfD87v7vE/a2/0cIxQtcClYIVAoJEawYuBxDHIQaMBuhHuYhQSLmH94c8xmqFbgO0gbzAWgC+AWMB/4DDv2D95T2ZPnP/AT/wwAdA+sETwPv/Fz0t+6b7xD2af0VARkAQf1R/P3++AN6CC0KGQi8Ah/8lffi92L8NQDh/fT0DOzX6x73ZwfkEVEQvAVG+2j4pf1GBYIIYQQU+8rxT+2n72r3oQCoBpoGOAHD+hP4mvra/i3/Efna7zXqaOzc9AX+ZgOuBHYEBgXMBnUJBw1BEUMUXxP0DSwH1gMCBqgKMwyeByr/N/iG9mz5W/22/9wAlwLxBEQF2gBU+P/vZ+yB7kvz9/Yc+Pv3aPhO+gj+HASJDCwVGhqnGIISGA3eDM8Q4RK1DSUCUvea9Fv74gVXDLcK3wLc+YfzU/Ab7n/qquTR3YHYVtdR28fi6ekl7RXsLeoM7D7zbPwSAowBhv1j+0P+kARFCh0NMA7QD68SnBXHFxkaqx1KIakh7RyiFUQR+hL/F9kZdBQlCnoBPf9xAgsGKga4AxQDWAcDDxAVeBVyEMQJDgVOA2YDFgSmBD8EDALh/t/97AHSCacPcg35Asb2zfCD8+T5+/u+9TjqweAe32/ly+5D9dj1rfFz7K7pquq+7S/vd+sP4rLWgs+y0BXZ0+Im6NvnouXe5Xfpr+2375jvY+8i8LbwBPBh78zxX/huAPIF0gdsCRoPfBlbJIEqsSqhKPwohyxVLw0triX4HdMacRxdHkkcjBa8Ee4RqRZiG5obVBYIDjgGVwFZALkCMwYoB+wC9PoY9XX3rQI9EEIXzRMiCuYCxgMRC5gRrhASB0T50+0m6YPr2PHB94r54vXi7k7pTOl+7j3z3/Cu5RbXds1ezWLULNxa4HfhGeOu54HuO/WI+rT+IgIhBOYDegKcAuQFnwo+DXEMIQvLDYoVSR4mIr4ePxdtEa8QthN6FjUWYhMgEFsN9QnfBEf/+fuU/Or/ewMWBi4I4QmvCSgGhAB0/HD8jv7x/Qj4KvBM7XHzIP/QB08HR//T91n4SwEoDBoR6wyWAi74k/JS8wn5tgD3BkoJvgejBY0HPg/pGE0djRetCTH7CPOF8rb16/eB99X1t/Sz9Ev1BfZ99sz15vIT7sfpKOn37P7xYfNL72vpO+gu70r7qgWACeUHBQbeB9QMFRG8EVUPhgzgCn4JsQY8AmH9GvlP9Tvyz/Ez9lb+8gSXBAP9KvT/8Ob0evrG+gr0kusW6QHwnfyQBygMuwtpC/QOthURHL8epxxVFjgN2wPB/WT9qQHYBRUFo/6d9lbyrPOZ9zX56fUM79TnR+JY3mfbrdna2brbLN614GDkX+rK8YD3Bvlq98/2efpPAZkGgAY1AiD/2wGvCUcR9hM/EvEQ/BOPGkYgwyGNH6wcKxudGqIZ3xftFccTdBDfC5YIZQpxEq0cTSJ3H/IWuw+oDh8S9hOEDwcGdf0U+w3/tAS3BkYD2/y89x33sPudAwELIQ0YB7z6n+7H6fbt/PUr+gL34e+L6xDu0PWJ/c0AqP7S+G7x3ell46vfjt+R4Urimd9W2yXa094U50vt2u2I6njo7epO8Cr07fN48SLxavXP/MMDiAidDI8SuhrFIhcoJCowKmYpGiioJgYmeyYzJh4iGRk6DiMHTwfLDJ4RBhGnC88GNwdfDOAQag+SB+796vee9z37jP9ZAgMD5wFQAJ0AKwXQDW4W/hhsEucF+Ppg9zT68vyQ+drvSuUb4HXir+k98bj14vX+8UXr3uNk3mHc+9yO3Wnc9drK3PfjKe4V9jH4FfbO9Of3Bf6TAnYC2/61+877vv4bAi4E+QQlBc4E7AOUA7sFDws+EX0UMhPrD/UOlRE2FMgRMgkk/036Y/3LBAQKeglgBQADWwV3Co0NlguBBZ3+ivkO99f2MPjF+bP5KPcl9LH0TfvkBagOgBBEC8oD4f+1AagGHgqWCVYGsAMnBCcIoA7oFbYbUR0wGewQ/QhUBcMFEwYZAvP5BfLA7lzw3/JQ8rPuw+vX7F3xffXv9evySe9o7WLtIe5Y777xjfWm+aj84f47AusHRg7EEZsQZA1DDboSSBq1HIoVjwfR+vj1Lvn6/qABrv8f/OL6fv1rAqYGrAecBIn+RPhg9RD4If8YBl0IQwUIAWsBlggeE+kaGxynF5kRgg00DDAMUAvrBzgBvvf77RDoX+lR8Zb6i/6G+hLyj+tJ6rfrnuqz5OrcaNiF2QDew+H24j3jTuW+6Z7uzPFB86L03Pbo+Df59fcv95r4pfts/ksA1gLYB5UOyhPDFIkSeRFbFYgdAiWlJpoh/RkqFXkVDxlSHPMc9RrDFw0VPRTLFW4YLxlwFaUNygVYAggEjgYFBIP6h+7G59/qj/XKAGcGRAWuAK78JPvB+139mv6z/RL5K/Gb6XfnHe1q93L/AwAN+onzz/Gg9L/2MvP46b3ff9m42EHbA95n35zfnN9b4JPileax6xLw1fHo8L7vl/Fw98H+zQOTBSYHjwxAFt8fKSQJIsYdJB1KIkkqDDCEMCosXCUAHuoWxBCgDBQLOwteC90KDwuiDQsSJBX6E/IO3AlzCL8K/gxPC4MFaf9n/b0A7AZZDD0PIhAmEKgPrw64DTUNJQwWCJX/mvT163fpgex58Prwye2k6lzr4+889Cv0/e7m5/bi8eHo4xbnduqa7dXvkPBE8KHw6fJa9p/4YPgO96H3IPu6/uL9Dvc27iDqfO52+BcBRQO8/7z7Pfw/AvoKixJmFgUWZhJyDV4JvAdNCNQI4AZQAjb+ef74A/0KBA6GCjcDbP1N/In+KQBN/i75LvPE7lHtRe9O9BH7DgHmA1cDDAKhAzIJ2Q8BE6wQbAsECAsJ6wwLEIIQig+TD2wRiBPZE8gRQg72CVQEjPxq85Xrb+fo5rXnzOdd5/3nNeqH7CjtVuxq7CvvS/Mb9R/yI+xp6FzrlPTy/skEUwSFADf+eQAYB3gPTxYbGRwX3BGCDMwJ3gkCCggHdACS+f32r/r7AbMHggiPBfYC3gP/B6AMWA+SD+sNJAshCGsGrQf5C+EQDxNbEXoO8g6+FKYcNCASG+cOBwIn+jD4t/gQ+IT1BfN28unzC/ap90T4jffx9CzwQepu5X/jJuQW5UbkBuKj4PLhX+W26J/q2uvs7e7wH/PR8nfwl+6v7xb0wfkI/qH/QP+x/qr/MQONCfQRRhrcH4Ih8yCxIcIlVSsSLgorpiOXHMoZPxuUHXodmhpKF7MVlBXNFLMRhQyXBr0AEvsu9qrzq/QN+LL6P/qn95/2JPpbAe8HpwkLBn8A6Pwz/CT8LvpC9qfyj/FF83n2r/nS+9b7sfhf8sfq0OQd4nbhzN822xnVNtE/0hbXyNsz3fXbjtvJ3ivlzesy8C/ybvOy9ar59/6FBNgIkQptCTsHXgeIDCAW7B/eJCUjqx1bGaAYmhmOGOQTpQ09CUoItgl2C5oMkA3UDvMPJhCoD9cPmRG0E28TRg/+CHkELQTgBg4JhghqBq0F6AflCwkP1g/eDo8NVww8ChwGIQDK+ab0aPEb8Obw3vME+CD7Xvsy+Tj3qffl+dj6FfiE8tjtCO1l7y7xVO+z6o/nnelx8Jv3Qvq/9mHvZuhR5YPn9e2e9bf6tfpK9nfxFPE191gBRAoiDpsN4wy/DwIWzhsbHf4Y6BFVC4EH3AaRCP0K9AvCCa0Ec/+n/ZcAuQVBCAIFT/3q9fnykfQ194z3hvX+85X1X/p7AF0G+wvOEW0XXhtsHMEajhfNE7APeAuXCDsJMw4kFZQZZRhsEoELugbhA4UAI/vZ9APwqu2f7PHqJujS5R7mtenz7gnzB/T18V7uN+sm6hbsn/B69YT3SfXl8MDuvvFr+EX+7f9J/pD9MgGsCPMP7BKLEPIKJgXRAED+bf1f/jYA5gDu/pz79fo8AFkK0xMMF/gS5wuZBzkI6AoBC8gG7ADH/U//4QNlCA8L+AvBC68KCwmZB/UGUwasA8L9DvZl8AHwo/SC+nn9i/xU+v/50/sB/cn6Z/Ws7wPsROqQ6Mzly+I64bzhbuML5SnmKOct6Jvo9ecd5x3oJuzY8Qj2wPZM9Qv1KPi7/SkDHgesCs0PGRc8H1MmhSv6LrMw4y/1KxomTSEdIBUizCPvIW8cchYkE7QSjxJREAQMmQeWBJQCGwBw/G74oPW/9FT1nfaF+Gf7If/CAokFxAc5Co4MyQwvCZMCbvwk+gf8L/9WAM/+v/yR/FD+iv/N/QD5Q/OH7r7qfuY94T3cONmH2CTZZ9oS3RXilujV7aPv7u5m7xP0FPzjAkEEOABj+/j6bQCiCPsOEBG2D14NJwxBDRIR6haQHN4e0RuUFEYNMQpdDJcQFxLDDhsJ+wUtCCcOyxMIFqMUWBH7DZ8LvQoJCz0LjAkiBUD/qfrE+dT86gGFBmcJJAvDDP8NMg0sCRgD3v1s+9j6jPlQ9v/y1PJD91n+TQSIBj4FggISAPz9Lfvy9s3xFu0Y6oLpL+sZ7lbw2u/U667ljeBT33Pihefq6oTqSOdw5PnkdOnh70z1vvc796D1sPWV+VgBfQphEbwTTBIRELgPWRGIEm4QYwqdApf8i/oi/DL/dQG9ARMAYf0G+zn6C/v8++n62vY+8Trti+2N8gL61wCNBTsJHQ77FNAbUx/WHbQYOBMjEDQQRhJxFBAVnBPXEDoOzgxRDKEL1gkCB8cDhwDX/AT4GfJv7B3pdOm07Fjw+PEo8YzvJu+E8J/yNfT09Gf18vVN9iv27PVt9tz3LPn1+FH3gPZP+WIAHglVD44Q3w3DCvsJZguJDBEL2gbvAdH+2/7gAb8GBAxIEHgSXBLEEB4PVw4fDlANMgs0CGwFMgO8ADv9dfnH91P61gBwCHwNCg7XCmgGLwMEAvwBcgFt/2X8/Pnq+cz8dQFDBbAFQgJN/Tf6gvoi/Cz7VfUq7PLjRuBg4WbkAOb/5MLid+ER4vLjLOaB6BPreu3c7g7vS+9b8fz1FPysAZsFlgilDHIToRzIJTIs6y4lL80u6C46L/AuKC1DKT0jFxxzFYwQfg28C9sKjgooCsAIBAa0AgEAdP5//d77SviX8pDsl+ll7H/0C/60BN0GLgZtBfwFNAdVB+4E5f/M+Sz1BPRo9n/6wf1v/mz8Gvlo9mH1I/Vs85DuF+d830babthV2c7b4t7o4XbktuaX6STuEvQG+Qj6gPbP8SPxz/ab/zIFzwN8/Qj4xvdf/DACJwYbCM0JOgxmDgwPDw9KEQMX3xyyHH4TuQWR/Cv+cAhBE6oXDBUxEDEOORBkExoUbRFmDWUKcAiYBdcAxPv4+EH5L/uE/f0A+wbDDgkViBa6EtwL1gRk/yj8ivv5/SMDQAmYDWsOiAy9Cv0KHwzxCu0FY/8e+wH6wvit80PrNOSV4rTlAOnO6Kbl3OKK4qDjyeOv4p7iz+VS62XvLu8M7IXq0u2A9Bv63/uD+wn9UAJUCaAOARElEvkT/BWfFUYRcQqzBGcC0QJ3AyID/AKWBD4HNgi1BUABYv7x/hwBWwE9/gH6Yvj0+sj/uAOwBY8HiQsnEWcVIha1FHgUiBblF6AUtAz3BLACggYxDBUPbw4JDToN7Q0NDFYGQf+T+mz5Lvl09uvwrusJ6kTsxu/n8TXy7PHz8ebxEfHs7wfwO/Io9RL2nfN67wXtGO6e8VT1XfiM+2z/+gLGBL0EYQQrBTcHdgnUCvoKawrkCZsJ9whsB7AFoQVHCC0MYA6VDccLMQybDwMTRRL0C9MCsPu2+Vf8OAAqAm8Blv+c/oT/dAIaB0MMaQ/CDc8Gpf0h90X2BPpc/sL/0P01+xH7Df69AewCagCz+x33tfPa8E7tVuhv4ovdeNzN4Mjonu8F8c7s8+YH5KjlFeqO7pHxUvPG9Jn2zvgs+9j9bwFWBuILlRBNEz0UnhSiFcIX2BpjHo4hPyOVIoAf7RpJFtUSJxHhEN4Q6w/BDXkLwgofDO4NVQ3RCPwBo/yM+wr+rgBkAAb9Lvno94j6HABFBoYKYwvsCIcELwCH/TX9dv5V/+79NPqK9hn2C/oNAMYD+QHG+nrxP+ow5/rmTeYx4zbfC96u4Rjo5ewo7YzpMOUU46TkhukK8Jv1xvfD9VHx2u0v7pHynfhh/ej/xgH0BCkJrAs8CgIGGAPsBCkLFxLZFS0VnhGnDfcKAgp/CuILjQ3nDtYP7xAAE/YVYRhgGFAVuxBeDR4NjQ8uEkIS4w7cCaIG1Qc7DdkT9BeBFyETWQ3uCFEHCwg3CeUIdwYCA2cADwD2AasEJwZEBa0CHwB9/pr8i/gr8vLr5OjD6Yrsa+4M7uPrLen35vTlduZS6LzqluwU7V7slOvp62jtre5w7n3toe7n8+H7JAIUAyf/kfqz+cf9cATZCXULbQkwBnEEMQUdB+cHbgaqA7AB1gGvA7MFjgbfBSgENQLdANAASwK2BKwGzAa3BJoBov+kAN0EnAoyD7oQSQ+vDAALFQs0DNgM7QucCV4H9AbfCKkL9wzCC2kJNAi8CA8JtwZkAXn76Pet9z75S/q7+T74Hvfi9vL2mvbl9YT12/WA9sv2mvZL9gH2S/XE8wHyjPG480H4BP1b/wX+PfrP9gL28vfX+r/8BP1f/NP7v/vf++v7C/yr/Pn9rv9gAf0CxgTABksIjQhsBwEGswXjBm0IvQhRBzIF/AN3BCIG+AdVCSIKWQrKCXoIBgdFBmUGkAa4Bb4DqgGuABUBNQJPAzwEJgXZBZsF2APRAJn9MfvQ+e747/e59oz1dPQl83fx6e9d7yLwafHv8V7xsfAp8dDyR/Q59OnyOfIB9FP4Sf2cAIEBKAF6AV0DCwYcCPUIRgkWCpYL6wwYDQoMqwoKCmgKIwtsCxULlgpjCnwKiQpcChcK5wnCCZYJgwm4CQ4K/AkgCeoHdweZCPoKMw37DSYNrwuICr4JjgiKBkQE3wLXAmEDHQNdAbL+PPyX+ob5k/ih97z2hvVJ89bvNewW6mzqa+wn7izutOxj67Trr+0M8IPxAfJi8jjzGPQc9CbzL/Jx8k70Bfd2+Qz7AfzY/Kv9BP52/Wn8/PsG/Sf/4wDxAG3/2P3c/QQAXgNRBskH5AemBxYIegk3C2UMkgwtDCoMJg3CDtQPaQ+cDZULlAoMC3oM5w2dDn0O1Q0BDSsMQAszCikJVwjCBy8Hdga+BVIFMQUJBaMEOwQhBAwEDwOQACr9a/qD+R76j/oe+Vj1pfCg7VnujvJd9yz5hfZS8W7tr+0W8gH4//v2+2L4E/Q28hL0Lfi++/H8Dvy8+mX6Q/t8/Pr8Tfzl+p/56PhX+Ez3tfV/9O/0o/fN+3b/oQC6/iP7evjc+IL8swEBBsEH9wYUBdUDOwQ5BikJRQzJDg0Q2w/bDkkO5g4uEMEQuA+hDRYMNgyPDYUO0w2hC0wJDgj7BxgIYAesBb4DkAJ6AvICDANEAtwAhf/D/qj+Bv+f/w8A6v8G/+H9Ov1s/QT+Iv4+/YT7xfn4+Jj5OPuy/Pv8BPy5+iX6lvqW+3/83fyI/Lj7+vrR+g/71fqc+SL4+Pf7+Vb9EAC2AG//xf11/fv+JQESAg4BWP/X/goAtQGUAuIClQOuBAIF4QNQAhUCzQM5BlEH+wUIA8cAeAFyBYMKhw3vDMcJagaHBHkEvgVtB1AIQwcTBNP/CvyP+R/43/Y19VvzNfJ88szzjvRg85/wZ+7I7uzx1vUH+GT3DPVy84L0G/gw/H/+VP7V/OT7t/xE/3cCywQRBVQDBgH9/9wAcwLlAoQBhf/F/uj/ugFqAl4Bsv8M/xYADwKSA9kDIANLAjICHAO6BGsGowcwCE4IhghhCd0KHgzlC8gJ6QYoBWYFqQYgB+cFyQM+AgEClgLiAiICXABG/qP8u/tD+8/6QPqy+RT5J/jl9sf1bPX29ej2cvcP9+T1y/TX9Ib2Mflm+xf8VvsL+i75UPmm+uj8Pv+uAPMAywApARYCwgKZAg8CIQIuA3YEzgTBAwwCCQF7AdECoAP/AoABtwC4AQwEHwacBmMFawPyAcMBAAMgBRUHzwcDB6oFagUeB+gJ3AvBCyUKrgh8CE0JBQrZCQEJcQjmCC0KLwvSCtgIGwbYA+MCVAOOBIwFOgUMA1v/U/t0+Mf3L/km+2b7l/i186zvIO9Y8ib3pvoy+yr5f/Zy9UD3OPsn/8oAZ/85/J/5n/mR/K4AHwP1Acj9Nfmg9l/29Pbm9iv2ufUe9sX2pfZ19Rn04fN+9YX4zfsg/tT+KP4+/WH9IP/eAVkEnQWeBRgFFwVdBukIzwvFDQEOvQzxCqoJiQmRCh8MMw0KDbAL2wlQCGcHEgcPBwgHsAYLBngFTAVmBUMFpgThA4cD0ANTBGIEtQPQAqcCoQPvBBIFVwOoANL+1/4ZAB8B3QBm/3X90Pvb+qn6KvtT/Pz9u//OAHAAZv5v+wj5hfgU+nr80f3Y/NX5YfZe9N30e/ed+nT8IvxH+mP4wfeo+Fz6u/vq++b6nvlH+WD6V/wq/l7/CQBTAD4AIQDKALECHQVuBqAFQQMaAbAAPwLABLcGNwdIBqYECQPAAd8AlgD0AHUBFwEa/7z7Ifhq9R70+/NN9Er0bPPZ8VLwqu8c8CnxOPIl8z70qfUI98H3oPcm9zj3bviJ+q78B/5l/kb+Ov5d/ln+0f3D/Hb7R/qH+Vf5dvlJ+VH4w/aJ9Yn1/fZh+e777f3S/mX+IP0q/LX8DP9HAvcEJQbwBUsFLwXkBfoG2AdHCFwIBAjsBgkFCAP/AX8CEgSYBScGbQWkA2gBh/+p/ub+p/8tACwA4v+2/7z/qv8k/yf+MP39/PH9rv89AeEBrQFUAXEBJQI6A24EgAUhBigGzwWbBekFowaKB5kIDQr/CyAOzg9yENMPNw5zDJMLNgzhDTgPHQ+sDQ4MOAsGC6AKowmoCKAIsgngCsMKswhmBZECtwElA8wFHwgPCXAI0gZOBTgFagdaCxIPiRBBD6UMvQqgCvgLrw3kDj0PyQ7HDZEMiQv6CuwKAAurCqwJQgjgBpUFAQTwAc3/S/6c/Tf9cPxB+136gvrF+3X9dv4N/ob8QfvB+13+sAGGA6oC6/94/Sz9Rv95AgIFuQWWBGsCPgCv/t/9mf2E/SH98/vf+Wf3SfXT89fyMvI48jrz0fT49Q32dPUi9bn1DveD+In52fmW+U/5yvl++xT+dABaATMAuP2h+3v7Q/1E/4L/fP16+kf4tfdX+EH50vnZ+Wf5pfjV9z33DPdD97/3Tfir+KP4Afip9rf0sfJs8X3xnPKg8z7zCPHa7VLryOp47E/vmPH/8XTwOe4G7eztufBR9HD3TfnP+Xv5NPm4+Rr7uvzF/fH9mf1G/Sf9G/37/Mv8kfxC/OT7v/s//Ib9AP+V/2v+1vtn+d/4ovpe/Ub/yv/x/xoBdQP+BacHRQhcCGcIjQjmCKoJ2Ar/C2sMyAuMCpYJewnnCdMJXQiwBQADhwFuAbcBQwHc/xz+pvyB+1P68viq9wL3Xver+EL6QftB+9L6Evud/Pv+CAHvAaYBugD5/zIA+AEIBSIIvglBCaoH2gYLCLIKtAwLDJEIWQQqAjoDRAbMCDIJoQd0BRgEZQRxBmQJsgsFDGoKZwi5B9gIpQqJC+wKqgk4CVQKWQzNDbwNjAxwCzgLqQsCDMcL7gqDCaMHxwWzBLEEEQWjBPoC4wC//zsAxgEAA7oC0AA8/lz83Psw/DH8QfvP+cX4i/i2+I74ufeG9qn1tfWp9r/35/ex9sb0ePO183L13PcC+kT7j/tt+9j7if08AMUC8gOPA2ICaAEUAVUBzAHyATEBQ/+d/GL6kPk2+lb7r/ur+tX4Z/dR93T4zPlL+tP5Kfk6+Wr6oPyS/8UCZgWfBnoGMQYsB54JMQw+DWUMywr7CYIKlQvhC6kKZQhTBn4F7AWrBp8GQwXaAiEA5P23/ML8iv03/hf+Gv3H+9H6r/p4++b8gP7N/5QA5gDZAHAA0/9m/6X/pADNAUoCrQFEANv+Lv5o/iD/n/9Y/xb+GvwC+qn4sfjV+cn6PfpI+Ln2h/fX+pX+SABN/1P9zvzj/pYCuAV/Bs4EHAJrAPMAjAP6BrkJsQrBCeIHrAYbB7YI6wmZCSUI+wYPBw4I4AjJCN8HvwYQBjQGCAfKB34HswUFA8MA9v+OAH0BYwGS/5X88/kD+dX5F/tJ+xz6t/ic+Fr6Ef0X/x3/Hf1w+gX5CPr9/CIA7AElAtUBHAJPA/0EeQZKB1EH2QZzBnoGlgbeBb0DtAAT/u/8T/1J/q7+xP2Y++n4yPbp9T/2FfeY9033U/ZM9SX1d/br+Ez7lfz9/Lv9sP9cAmsEGAXTBIQEhwSABPwD4gJkAbv//v1X/AT7MPq++Tv5E/gL9p3zsvHZ8MLwmfDY78fuCe777X/uPe/878bw0PFb82z1r/eh+f361vtU/Iz8rvw4/aD+vACrApIDYwPmAg4DKASzBcwG6AZTBu0FVwYvB2QHVgaTBFsDdwOjBAsG7wboBu8FlgT/AyYFuAf/CSUK6Af0BHoDWQR5Bt8HcAfZBeAEwAUeCFcK2gpHCYsGJwRMA00EeQZgCKsI9QYuBPsBhgG6AmoEOAWQBOACGgHW/+v+zv1I/Kn6e/n1+NX4mfjY94j2F/VX9O70rPZ8+CT5YPga97T2AfjJ+v79TgD3AGEAKQAPAlwGPgv+DSoNzQmjBvMF5QeTCnMLNAmmBDwAUf6B/0sCRATfA2gBif7p/A/9Kv7V/jT+oPxG+xT79PsR/cf9Rf42/wgBpAOfBmcJUAvLCwQLEQpCCu0L+Q20DkMNUQqEBysGWgYLBxIHFQaNBA8DoAHi/9X9Bfzv+lb6g/kV+GT2EvVc9A/07PPq8yf0wPS19cP2afcs9xj22fQe9O/zwPMi8z/ypPGw8V/yXvNO9Nr08vTg9CL17/X49p73afdr9j31vfR+9VH3Q/lg+pf6vPql+0D9sv5b/2//jf8HAJ8A/QAsAXoBHAL8AvgDIwW9Br0IhgosC2AKHgkkCYELZg+gElsTghGiDp0MegwLDjAQbBGsEAIOugp8CP8HjgifCBIHAQSdAFr+3/1//q/+TP2i+kL4oPff+M76/vvZ+936Dvot+kT7u/z8/Rf/twBmA7AGVwlUCrsJowhlCLYJVAwAD/8PKA74CZoFgwOLBDEH0gizBzkEbgB5/iD/cQF+A8cDKwLO/yX+8/0B/4EArQFZAvQCIQQKBhMISQlDCZEILgicCHUJ4glSCdAH5wVQBKAD9gPLBCsFZQSlAusAPgDDAGwBwwAk/mX6UfdC9ij3rPhQ+Wj4WfY19BfzpvO+9XP4hfog+0763/jP96z3U/gs+az5uPmh+bn59vkN+tz5s/kt+qH7yP22/14ASv8E/d36Avq0+kf8yP2u/uH+f/7B/Rf9Cv3V/RD/8//w/wr/qv0u/Lr6V/k8+Nj3efj2+an73fxg/Yn9uP35/S7+ff45/1UANAFIAdQA1ADsAaADvQR9BDoD/gGaAfkBQgJ7AUn/SPy/+br4Mfn5+af5h/cz9Cbx4e8A8dDzsPYe+Lj3avam9Uv2K/hc+v/71PxJ/Rn+q/+7AYADcwTXBHQFqQbzB1cIWAdVBRoDRQETAIj/bf8+/2j+3vx5+2f7F/2Z/ysBkwAz/tv7c/tm/UoAKgI+ApIBCgKoBMkIsgzXDtEOgQ2DDDANqg+9ErcUphTVElMQHA60DCsMVAzXDFgNmA1yDc4MqQs9CgYJaAhgCJcImQj8B3cGKgTyAQYB5wGjA2cECwMBAOz8RPtv+5r8ZP3D/ML6ifh79xb4lvnV+k/7bPvO+6L8ef3F/UH9P/xq+2H7Kvwz/dP9wf0m/U38dvsA+1D7ffwE/jP/wv/u//f/vP/+/tb9w/wx/CL8U/y1/IT95P6TAPwBtALfAhQDuwOZBP0EdgRLAz8C7AFlAlgDVwT0BM4EwwMeAnEAJP8d/v38fPun+bn33vUI9BLy8O/v7ZbsUOwQ7UHuK+9l7wPviO6N7n3vQPFJ8/X0E/YA91b4Y/rx/HL/WAFlAtQCVQOfBMAG2givCaYIXwY1BBUD3QKWAoQBy/9O/vf9Ev8iAUEDlASiBIYD4AGOADgA5QAJAvICVwN0A8MDbQQVBToFzwSKBFQFYQe/CdsKrwmUBhgD8QDlAFgCtQOSA7IBQf/x/az+ugBYAhMC/P+B/Uv87vyf/vH/5f92/l/8j/q1+fj59/oE/JH8jPxW/D38Nvz2+2/7BvtD+0r8nP1m/if+Pf3D/ND9hwDqA5AGpgdsB8sGoAY+B10IXgmwCTEJPAhYB9cGswbLBu8G1wYrBusEoQPuAtYCqALPAY4A5P+aAKcCOwV6B+UIhAmyCeEJdgqkC1MNCQ8CELwPeQ4+DfoMog1NDioORA0qDBsL3wlLCKMGRgUhBLMCiACt/Y/6v/eh9S709vKE8QTwLu+P78LwtfGn8b/wp+/Z7mrueO5D79nwzfJl9Br14PQ59AX0HfWg9536j/xw/GL6evfg9FrzFPOh8wz0V/Ng8THvR+5M743xpvOo9Lz0wPSN9Vf3g/kO+0T7Y/qZ+Tf6v/yEACoEfQYpB+wGOwc6CcwMYxAWEiYRpQ59DMoLIgxjDAIMkgsaDPQNURC0ERcRrw7nC2oKAAsJDdQOtw4ODKwHXgPpAN8ARwJVA6sCPgAj/bL6rPnk+YD6jvqT+ej3a/bS9R72yPZU98f3hfjM+Wf71fyq/e39Gf7B/gEAXQEHApQBWAA9/xD/6//8ACIB2f/R/Yv8GP0k/yYBhgHC/6L8n/ki+Nj4c/u9/jsBKgLqAZ4BTgJFBBgHFAqcDE0OBg/rDl0O4Q3lDXYOHg9AD5wOiQ15DGELsgkVB/wDZAH5/3j//f7L/dP7qvkT+HP3s/dj+Cb52/lx+qX6N/pK+Y34r/jH+TT7NPyj/Pr8x/0a/4cAmwFLAu4C2QMDBQUGgAZnBuIFDwXSAw0C+f8q/jP9Qf3c/Tr+v/1z/AH7Svq1+ur78fzL/Av7H/g09Z3zGPQ+9rb4BfqV+Qf4sfa39kf4iPoq/C38iPpK+Oz2V/cy+SD70vsG+7j5Tflz+o/8Rv6f/sv99Pwg/Vr+zf+KAEQARv/+/bv8rPvi+mL6NPqG+oT75vy7/ez8S/oP9w/1d/Xw9wf7Lf2i/bv8p/ut+3L9lwD/A4oGuQfWB4cHVQdmB4wHjAdsB2MHkgfGB5AHqwY+BdAD7wLaAkYDegPAAhUBVv+v/qL/ewHaAtkCzAEIAdwBmgRTCH4LBw0DDYMMzwx5DhMRiBPKFG8U8BJcEaUQBBH6EcoS9xJMErQQMA4kC1wIiwavBQ8F1QO4ASf/3fxh+9r6Efui+x/8J/yD+0f63/jy9wH46PjW+ef5APkB+Pn3Fflo+r36wvlI+Ir3Ivib+eX6L/tz+mf55vhD+SH63foe+/v6v/ql+tH6ePu9/HT+BAC6AE4AKf8n/g3+6/4fAOIA9wDgAFoBnAI2BHgFCwYVBv4FMQb3BlEI4QkGC0ELkwp1CY0IVwj4CCsKYAvxC48LZgoDCegHMgeXBqYFJwRHAn4ALf9U/oL9NPwz+sT3cvW186Dy3PHm8IPv/e307NfsbO3+7e3tTu3n7IvtVe978fLyY/Nx8yT06vUr+L/50vmA+Nz2O/ZS95n5k/vu+5b6t/i59x74T/lT+ov65Pm0+Jj3NPfY9zr5pvqc+0j8Yf11/00CAwWiBvIGqQbXBvMHhgmgCr8KMwrCCe4JnQpEC0kLXAqgCKIGGAVwBHoElgQrBCkD9gH5AEQApP8D/5L+lP4B/4j/6P82AMcAuwHGAmsDXgPRAjUC7QEbAqcCcQNhBFEF7QXvBWwF/wRYBbQGhQjPCdIJmgj3Bu8FAga6BhgHhwZ4BfoEngXoBs8HuAfmBgoGmgWGBXgFHgVUBCMDtQFBAAP/Mf7u/RT+Nv7//aT90f31/rAAHAKlAocCcQLlAt8DJQV0BpMHRAhUCNkHQAcdB8QH+gjwCbwJCwh9BVEDjQJVA8UEhgWcBAcCz/5L/E37p/tr/Kj88/uJ+ib5mfhJ+c/6HPw8/B77pvnv+Gb5hfpj+3v7BPug+q767PrU+iv6RPmX+DT4wff/9hj2dPU79T31LPXU9B/0G/Mh8tbxufKH9DP2qfa79Vn05/NE9U74GvyS/+kBzQJ3ArMBkQHZAnIFSggeCmoKuwkOCewIHQkkCdIIVwjkB2EHmQZ7BT4ELANxAgkCwQFOAXYAXv+F/nr+TP9WALcABwCo/mf90vzJ/MX8X/yv+x778fr1+rr6B/ob+XT4RPhX+Fz4P/gt+Er4lPj++ID5//k2+tj54Pi29/j2MfeL+J/6lPyZ/Yz9Hf1G/WX+8P/5AAgBZwDR/8j/TgALAaMBCgJ5Ai8DNgRkBaIG7QdACW0KSgvkC4YMbQ2JDpMPVxDbEEYRnxG+EXMRxhAQELsP3w8ZENAPtQ74DAMLGwk9B1EFZwOpAT4AMv9r/rj98fwz/O77jPzq/Ur/1/9V/1P+wv1X/hMASwLqAwwEnwKWAGH/4f+zAW8DpwMHAn7/gv3s/GT9yP0v/ZX7sPlF+J73kvfJ9/j37feZ9zH3D/ds9xX4mfi5+Kn41Phb+fn5Ufpu+sD6p/vy/Pb9Fv5Q/VD87vuv/Gn+XwCPATgBbf9A/SL80fyi/vr/n/+f/Rr7PfmD+LH4QPnB+QL6F/o5+oz69Pov+y37MvuJ+zb8/vyv/VT+If8zAGwBbgLdApkCBALJAVgChgPCBKAFIQZ9BtEGFQdGB2MHRAezBrgFvAQtBBMEJAQiBA0E7wOhA+sC0AGaAJ//9/59/vz9Wf2X/Ln7uvqj+cv4y/gF+hb86v2Y/kD+4v1f/qv/CwH+AbYCrwMJBU0G2gaCBrgFTAXKBQ4HVwjfCF0IGwebBUsEcgMiAx8D0wKyAb7/m/0a/KT7+fuG/Mn8kvwQ/LD74fvG/Br+cv9/AEMBzwEcAh4C+wEWAtACHwSKBWcGTQZLBdgDjgLjAdwB8gFAATn/Rfy++fX4DvrF+3P8efvE+ej4zPkE/E3+pP/u/9f/JQAyAcsCegTZBboGOwe+B6MI/AlQC+4LkAvJCpQKXguIDOUM0AvFCfkHXQfqB8kI8gjlBwQGYQT+A/wETQZrBo0ESAEo/nT8Wfzj/L38FPsK+KD0GPI08c3x8fJ787zyw/Bc7ojsBOza7H7uLPBR8bfxePH98NbwaPGf8vDz2vRE9W31hvWN9YT1kPXP9Rn2OPY09m32JPcw+Az5R/nf+D74+Pda+CT5wfnP+YP5ZvnP+aj62fuG/cT/MAInBHUFmQYxCDcKCAwqDdENkg61D+cQiBE8EUAQTw8eD78PfBBpEDUPWQ2VCzoKHgn8B9kG3wUoBYgEqgNCAlgAbP5T/Zv9Cv+xAKABfgG6ACQAXgB7AegCzAOwA+4CdAL/AnQEBAbSBqIG6QVaBUYFUQXTBHsDrQEwAIz/qv8hAH4AZQCh/03+Ff3b/Nv9If9G/639T/vn+YL6mfyc/kb/n/7N/Rf+zf8GAmQDIgOXAer/Nf/n/6QBjQOoBGgEFAOpATUBCQKMA+MEpAULBogGQwcCCGcIKwhhB30GFQZaBtcGrAZ1Ba0DXAIhAq4CEgOFAgABQf80/lT+Nv/B/wT/Cf3o+gj6J/vQ/bMAfwK3AvgBbwHsAUYDmgQaBZEEQANxAVX/Qf22+xL7NfuG+137XPqF+CX2u/PV8dnwy/As8TXxZPDl7n7t9ux07YHul++L8H3xcfJV80j0tvXl93n6ifxj/SD9qPwB/Y7+uQB0AvcCXgKEAUkB8wEXAwcEJwQpAzIB7/5Q/fH8kP05/vb9afwF+sT3ufZ396f5KPzN/SL+ov0S/dj82/zu/Bf9hP1F/jP/AQBrAEoAq//P/jD+Rv4+/7AAuwGaAU0Asf7i/Vf+mf+3AB0B3ABuADwAXgCzABoBjAEbAtwC0gPfBMYFUQaUBv8GKgg8CoMMzg1tDfEL4gptC2ANUA/lD+4Ocg3SDLkNtQ+KEQ0S7BD0DpUNzQ1eD+EQzBCaDjQLTQg4BwUIhAkTCsAI5AXRAsUAAwDW/03/Df5//E/70vrJ+pP6sPk2+NH2Svbu9k74qvmI+uv6N/vh+0T9Vf9hAVgCigF4/5P9I/0o/nv/3v8D/7P9F/3K/WH/qACNAOv+nPzS+iv6cfr9+kP7I/vY+sz6N/v/++j89/2Q/9gBOQSSBTQFkgPpAUYB5AE3A20E1gQYBFkCPACV/vz9fP6N/1IADQC0/gn9H/xm/FD9y/0t/ZX7ofnk97b2NvZd9gP32/eU+On4wvhX+Dr44PgZ+gv77/re+cb4pfif+QT7+Psw/AL86/sK/B/86vuE+0z7fPvb++77bPt9+pz5QPmf+bL6Ivxg/eT9n/0P/df8Mv3K/Sr+NP4u/mb+1P4s/yz/2P5j/gL+y/3N/Rr+r/5T/5n/Rv+x/qX+vv+4AYEDGwSHA9ECJgPaBCsH2AgJCdUHPAaJBWgGWQj1Cf8JYghEBhEFZwWmBn0H1wacBMYB0f/B/14BVAMNBPkC5QBp/6L/bwGdA/UERAVbBSQGqQcGCU8JbggxB3wGlgYPBzgHnAY4BYcDRAL2AYUCFwOtAusAjP7h/L/8tf1c/pD9gPuP+ST5ifrd/OT+9P8tADgA4gC2ApgFqwjICkwLiwpzCdwIAQmnCW4KGwuNC6QLOAs/CvEIxAcYB+kG0gZqBpYFhARRAwkC1gAkAEcAAgGOAS4By/8K/sz8j/wY/aL9Yf0N/A76M/gM9472NvaE9V70A/PV8RLx6fB38aPy+POx9Ej07/Kb8U7xOfKV80T0yvOt8u3xNfJ08x71qPay9wT4mPfA9iX2XPZv99/4Jfok+xn8Hv3z/UX+Kv48/iH/7gAAA3QE3ASFBCUEOwTMBLAF3wZfCPUJJgusC7gLsgusC08LcQp4CRoJpAmCCp0KLwlqBncDqQFmAccBWAFs/7/8yfpj+iT76PvW++X6pPm9+Jr4PflI+jH7mPuB+1r7xfs3/Wz/YQHtAboAw/6H/c79Cv/5/83/r/5b/WD82PuP+177Tft4+837C/zx+4f7Ffvs+jH79PtM/Q//qAB4AYMBqQHvAnQFNwjuCRsKWwndCGoJ2AotDHYMpwu5CrUKwgv6DF0NpgxTC/YJ3wg3CDYI4wjYCV0K9QmzCCYH+QWVBf8F5gbkB7cILgn+CNsH6gUTBH0DkAR0BqwHNAcjBVUCuP/x/V399P0p/woA2/+Y/vf8s/sL+7z6gvpw+sP6gftA/Hz8CPxT+wb7afsh/In8Ufyv+wf7c/qq+XP44/ZS9QL0D/OK8oLy4PJB8zHzkPLS8arxiPIq9MT1hfYl9iv1k/Qo9fr2Xvl1+7j8N/1V/XX9v/02/t7+vv+/AJ0BDALwAYEBCwG5AIcAcQCTAPYAaQGYAV0B5gCBADkA8P+n/77/nAAYAk8DXQM5AukAsADwAeQDXQW1BSwFagTeA5QDZAMoA6oCngHr//b9lfxr/Dj99P21/Y78jPuk+7r8s/2Q/VT8+/p/+h77XPyK/Uj+mP7I/jv/JwBuAbECpANOBOwEqQVoBtoGxQY4BqYFpAWOBhYIWAl7CWAI1wYEBo4GHgipCTQKnAmuCH0IdQnyCtALZgv8CW0IVwfIBoMGYQZUBjEGtQXFBKEDrQISAqABDAFHAHv/zv45/p/9G/36/Hv9bv45/0D/Zv4y/XP8rvzY/Wb/tABSAS4BmQAkAFMAMgFLAuwCtgLJAZYAdf+O/vT9u/3R/f79/P22/Uf92/yM/Gb8dPyy/BL9f/3x/XT+Gv/k/78AegHkAQkCRAIAAzwEbQXqBXUFUQTxAqoBqwAMAKj/JP8r/sv8bftx+sf5I/li+L/3nvcQ+J34avjg9lT0LfL48SH0TfdP+dH4X/bm8yPzdvTC9nT4uvj/92z3wve8+Ff52Phk98b1zPTl9A323PeB+Rz6YPn79y/30PeH+ST7ovv7+iH6Efr9+if8rPxf/PP7VPzY/f3/7wEfA4ADXgMcAwADLgOJA80DwANnAx0DRQP1A98EigW4BZUFhwXbBYcGSQfcBzkIiwgLCb4JaAqpCkcKZgl2CPMHHwjiCMcJJQp4CdIH/wUCBT0FFgZnBoMFvQMNAjgBOgF0AV4B9wCnANAAeAFoAm4DZwQOBesEuQP/AfkAoAG7A98FkAZsBVcDnQH9AGkBWwI7A4oD8gJ1AZP/F/6c/SX+G//C/7j/If9v/vD9p/15/Xv93v2p/pP/JAA5ACcAhACsAXEDMgUxBggG+gTmA8wDDAUJB5EIxQi5B1oGuAVCBocHggg/CJwGcwQLAywDigQHBpEG2QVWBNoCCQIVAroCeAPTA5ADxgLGAeUARwDB/wH/9v3u/E388/sX+wP5CPaD88vy+/PY9eb2nPaS9cj0t/Qi9Yb1qvXG9TH2/fbP9yj4zPfm9vD1dPXK9e72Ufgb+bz4ePdh9nb2x/dV+eH57PgV96z1vvV19/P55ftl/Jb7kfqR+gr8Zf5uAEAB0QDr/4//QgCzAfwCUgOWAloBawAzAIUA4gDoAJ8AUgAnAPb/Zv9l/lv93fwh/cv9PP4X/o39FP0S/af9vf4SAFIBGQIzAswBbwGeAW0CZgP1A94DZwMLAxIDcgP1A3AEugSrBC4EbgPQAq0CAgNxA4oDHwNVAo8BNAGGAYcC7AMuBcwFnQX5BJME/QQwBoQHMQjZB8IGjAXIBLMEOgULBrkG2gZRBlsFdAQSBG0EegXcBvwHSgiTBzgG+QSABP0EBQbmBhEHYQZABWEESAT9BPwFnwaHBtsFJQXjBC4FpwXBBUAFYgSpA2ADdQOdA48DIgM4AtwAW/8x/qr9n/2l/Yr9e/2z/Qj+8P0R/cj7Dvuq+3L9Pv/L/7f+0vx8+4z7wvwk/sH+QP7u/G37Xfr++RP6Fvqs+QH5qPj9+Lz5IvqH+QT4ffYb9mn31fnz+338Q/tb+VT4Efkt+1b9Pf6E/eL7k/pl+jL7Ifxc/LP7q/r8+Rn61/qJ+2n7Qvq/+AX4y/iX+hn8P/wg+9z5lfmL+g78Nf2i/aL9qv3Y/d/9hP3m/Hf8j/wv/RH+6f5s/1v/rP7H/Vv96P0q/0UAZQBy/xH+LP0+/RP+/f5t/1D/D/8g/5n/KQBzAFkAFgD6/zAAqAAfAVQBNQHsALMAqADDAO4AKAF3AdIBMwKlAjgD1gM2BCoE7wMPBOwEVAahBz8IGQiQBz4HmwfLCIkKNwwSDZoM6wq9CBgHsAZyB4MI2AjnB/YF4QOCAlMCOwOaBIkFTwXmAxIC2QC5AF4BCQIvAswBNwHRANcAWgErAuYCKAPWAkQCBAJ6AocDoAQrBfQESASsA2ADTgNRA3oD/gO9BDIFwgRYA6MBogAAAYoCPgTlBOQDvQG7/wb/1v9bAXkCmQL1AUABEgGKAUcCtwKEAscBAAGrANEA5QAcAB/+c/tQ+b/4vPkh+3X7DvqM90T1O/SF9Gf1/PW59cL0yfOb85P0OfaJ97z3+PY49nz26veb+VT6k/kI+AD3WPfd+Ij6avtH+5H65fmb+bL5+/lN+pf66/pd++r7X/yJ/Gn8UPyo/LL9Of+fACIBWQCP/sL8E/wG/RL/9ACMAZMAzP5v/Uz9SP6W/14AWQDT/1L/M/+S/0sAHAGyAekB7AEJAmECwgLuAvECHwO5A58EYAWnBZIFkAXvBXcGjQa4BTIEyQJHAsgCtQNXBFsE5wNVA+gCsQKcAnYCGwKVAQwBkwAVAHj/5P66/kT/XgCHATUCKgKgASABIwHHAboCdAOSAwwDKAJSAe4ANwENAggDuwMKBDMEegTgBCwFQAVOBbMFnwbNB5QIUwjvBiAFDwSHBDkG6wdoCHgHDwZpBQEGLAfBByMHwwWwBKMEeAVdBo4G0gV9BCYDVgJfAi4DRQT1BMIEzAO8Ai8CKwInApEBeQCY/5v/bQArAd8Aaf+2/Q79+v3L/wkBigBD/kr7Dvla+PX45/k5+pj5Zfhh9wz3ZvcH+Hb4cfgL+I/3Sfdb96D3zPfE98z3Qfgm+fz5K/qc+df4f/jL+GD5s/lz+a/4z/dM92n3/veI+In43Pfa9iH2PPZM99X4CPpX+v750vmF+gT8kv2D/sD+r/63/vj+W//E/yIAdgC3ANQAvABrAP3/lf8+/+T+Zv7H/Sr9wvyl/Nj8Xf0k/v7+ov/K/2f/yP5m/pr+R//n//n/dv/g/s7+gv+9AAkC/QJvA2AD8gJlAg8COwLxAucDnAS5BFQE5APNAyUEtARHBdUFWgarBooG7wU4BfoEiQW6BvMHmQh9CP8HuQcECLEIQQlXCQYJtwi6CPgIBgmICI8HkAYBBuUFyQUvBQwEzQL/AdwBMAKUAtAC2gLCAoQCCQJLAWsAq/87/yH/R/+K/9T/GABSAHkAnQDRACABdwGpAYQBCQFoAPP/1/8BACoAIgD8//r/RQC9AAIBxwAlAJD/eP/x/5oA8QC5ACIAnv+E/+v/pwBbAbcBlAEZAZ8AbQB+AI0AXgD0/3n/Ff+9/kj+pf3+/KP8wPw1/ar90f2o/VL9+vy1/KL82/xV/cT9y/1K/ZT8Lfxm/Bv91f0g/uv9f/07/T39Rv0E/Vz8hvva+n/6X/o6+uT5Vfm8+FT4UPir+C75jPmQ+Tr5ufhX+Ej4hfjR+O/41/i5+Lz41/jV+Kb4iPjV+Kz5q/o4++v6+fkS+ev4ufkg+4D8b/30/Wb+Hf88AJ4B4AKhA8EDewNDA2sD5wNtBLkEywTXBAMFRAV7BZUFngWkBaQFkwV4BXgFuAUwBqIGzAaaBjsG8wXqBQ8GPwZ0BrwGDgdAByAHtAZBBhkGXwbgBjgHFQdlBm0FnQRTBJ0EPQXGBeIFewW6BOwDVQMLA+ACjQLkAf8ALAC5/7//HwCfAAwBWAGMAboB3gHsAdIBjwEuAc0AlgCrAAwBgwHGAbcBegFYAW8BngGqAX4BLwHgAJAAGwBq/53+9v2f/ZL9nv2e/ZL9f/1b/Rr91/zk/Ib9qP7W/4sAmgA4AM7/p//H/w0AYQDAACIBawGBAWwBVQFXAVIBBQFNAFb/dv7b/XD9+vxf/Mj7dvt++7L7xfuQ+yn7y/qW+nP6Lfqp+Qz5n/iI+K741/jj+Ob4A/lS+cf5Svq5+uv6vPo5+rX5p/lH+lL7M/xx/BT8mfuV+0L8af2J/jv/dv+I/9D/agAuAccB/AHEAVUBDgE7AdgBdgKLAvMBHAGtAPAAigHeAYwBuQDX/0T/Gv9B/5b/9/9KAHwAigCFAJcA1gAvAWsBWAEFAZ8APwDK/xj/SP68/dD9d/4w/3z/Qf/m/uz+c/8VAEoA4f8q/7f+zv4+/5L/dv/4/mv+K/50/kT/YQBoAfIB0wE/AbEApwA/ASsC7AI3AyMDDAM4A6oDOQS8BCIFXgVjBTUF7gS2BIsESwTWA04DAwM6A9UDZwSFBDAExwOwA/sDYgSaBJEEawQ+BPwDmAMrA+YC5QL/AvQCuQKEAqMCGgOVA6wDVwP5AvwCWAODA+wClQEkAFv/c//6/1IANQDe/6r/tv/L/57/F/9j/sL9YP01/RX9uPzx+8v6pPkJ+VL5YPqM+w78h/tO+jX56/hs+SL6d/pl+lb6q/pj+zr8Cf3V/Z/+RP+k/8v/7f8iAFIASgABALb/v/9QADQB5gHsAUABZAD0/ycAuQAyAVQBJQHRAIgAcACfAPwAOgEXAaIAQQBfAAYBzwFHAlkCcQL/AvgDxgTCBNUDkAK3AZ4B/gFEAh4CpgEuAfQA6wDiALEAWwDh/zj/aP6q/Vn9if3Z/c79W/0G/Wn9jv7R/20AHwBN/5T+UP5r/oz+fP5O/kn+jP7m/gz/3v6P/lf+Q/5C/k3+fP7U/iP/Hf+r/gf+kv2H/db9Of5l/jf+wv1M/ST9hP1T/jX/uP+z/2f/R/+W/xYAUwAGAHb/Pv/E/9MAzAEyAh8CJwKnAmADsANGA38CBwItApYCsAJHArIBeAHHAU4CkwJQAqwB/wCCACUAzf+H/4X/v//Q/0n/J/73/F38jPwq/a39x/2Q/Vj9W/2Y/dP91f2V/U/9TP22/XT+Pv/L//r/8P8JAJoApgHRAqYD5AOgAxwDnQJbAnEC4gKBA/YD7QNJA1kCrAGpAS0CogKLAv4BfgFvAaQBoQEpAYoARQCWAC4BgAE6AYoA+v/z/1sAtgCiADsA9P8HADMABABP/2D+uP2l/Rr+wP4y/yP/jP6z/f78v/z7/Hj9yv2b/dj8y/vx+qX68vqc+1P84fxE/Zb97v1O/pf+pv53/kD+UP7V/qr/XwCFAAYAT/8G/43/nACKAdkBlAExARQBSQGhAfUBSAK0AjcDpgPGA4YDGAPTAuYCNAN0A4EDfgObA9MD4wOGA7wC0wEuAf0AJQFaAWsBUQEvASgBQgF9AdUBQgKlAtMCrQIyAoEB3QCTANEAbgHsAdMBDAH9/zD/+/5E/5z/e/+a/hv9hvtf+t753vkQ+jz6Pfr/+YP57viG+Ib49fim+Vr68vpn+877NPyU/NT89/wj/Yr9NP70/oj/1//2/xIARwCRANQA+QD9AP0AEQEuASsB7ACWAGoAjgDrAEIBXQE1AeUAmQB4AKEACAGDAdwB+wHvAecBDwJ3AhUDxANWBLEE2gT1BCAFTAVOBf0EdwQTBBUEbgS9BJQE3APsAk4CUwLcAmYDawO0Ao4BigAeAE0AoQCdACQAiv8+/1n/lv+W/0b/4P6o/q7+1/4B/xT/+v6m/ij+q/1k/WP9mf3i/Qr+3/1d/cv8nPz7/JL9vP0n/Rz8Pfv1+jH7kvvS++37DfxX/MX8Lf12/aj98f1r/vj+U/9c/zv/QP+W/x8AmgDdAOsA8AAdAZUBSwILA5ADwwPDA80DDASCBBIFiQWmBTIFPAQuA5kC3QLSA9EEIgVwBAIDgQGCACEA+v+T/7v+uf39/Mn8+/wv/Rr9w/x8/I78Af2V/f/9J/4k/hf+IP5Q/rL+Nv+q/9T/sP94/3n/zv9EAI0AfwA8AB4AZwD6AGsBUQGzAAkAyv8EAGsAsADHANEA2gDiAPYALwGHAccBvQF4ATQBDgHrAKgAZQBrAN8AkQEWAhUCdwGFALv/iP8AALcAFAG5ANT/4f5F/hP+IP43/i3+7v1//Qn9uPyg/Jr8cfwT/KX7Y/tk+5v73vsR/DD8QPxZ/I787/xv/d/9Cv7h/ZL9b/2r/UP++v6K/9T/5//z/y0AsQBpASECqwL5AhEDAwPiArYChwJVAhkC5AHbAR4CmQIAA/YCZwKjASwBTgHVAT8CHwJ9AcIAYgBxAKoAwgC2ALYA8QBeAdIBHwIzAgwCxwGtAfsBpQI0Ax8DQQIMAT8AVQAvAS8CnwIqAg8B+f95/5n/4f+7//X+2P3Y/EX8H/ww/C785ftW+9T60fqP+878+f2F/mb+CP7o/S3+jv61/qL+qf4n/woA3wAjAbwABACH/5D//f9TAC8Alf/a/ln+Lv5N/pz+/f42/xv/wf6G/rv+TP/c/yIANQBYAKsADwFFAS8B8QDWAA8BoQFTAt0CDAPlAp0ChwLfAqQDigQUBesEIgQ6A8MC8gJ4A9gD3AOtA5QDpwO+A5cDCAMbAhIBPADQ/8r/BABLAFUA6P8Q/z3+Bf6X/oX/EwDZ/wf/Lv7H/eT9Of5v/nn+kf7X/hL/3v42/pb9kP00/g3/mf+n/1D/uv4L/nX9OP1y/fn9dv6d/l/+8f2z/d/9af4B/2P/hf+W/7L/y//O/8r/5P8qAIsA/ACJATgC5QJXA4MDpwMKBLkEagWqBS8FJQQsA+UCYQMTBE0E3wMuA64ChQKEAmIC7AERAfz/AP9x/lr+ev5s/u39A/0H/G/7ePvx+2j8jPxs/E38XPyX/N38F/1D/Xb9wv0d/mz+ov7I/ub++v4E/y3/ov9SAOAA6QBcAJb/FP8e/5X/DAAlANT/W/8X/zb/uP9tABIBYwE0AaEA//+u/9v/WQDKAOIAtwCoAO4AQwEjAXAAuP+//7YA7wFnAqMBIQD1/uv+5/8DAWQB1ADU/xv/Gv/K/7wASQHxAML/X/6T/bL9X/7e/qP+r/1//Kz7ePup+7/7gfss+yf7Q/uO+kX4UfVt9O332/62BPQER/9I+M31OfoCA+wKog0fChUDQP1Q/HAAJwYYCU4HWQLQ/ZX8BP/aAu4EfgOb/zn80Ptj/rMBNwMMAo3/Ov6l//oCgAXpBIQBHP6J/VUAggRUB1oHKwWoAowBPwLEA70EuQReBHAE7gQ1BdME+QM4AwIDewNnBCAF1wRDAwwBbP8g/+H/qgCuAO3/B/+p/ub+J//L/s796Pzs/AH+Zv/r/97+u/we+4r70f3w/+L/4v1d/DP9cv8eAJb9lvnf98z6OwFUBzQJjAVr/t73VPWK93T8ygDWAZH+KPjw8eDvwPNB+14BcwIz/577D/tW/ZD/fP/Q/Wf9MADuBAEItwb5Acv94f1uAhAIoAqTCO0DWAAEADICagQRBaUEiwQVBUEFPASZAq0BGQJaA6gEoAX7BUcFWgPgAAn/bP6a/qn+MP6b/cH9A/+XANAAf/6G+sr36/jR/W8DLQaXBC0A/PuC+l38JwBmA/wDaAEX/Zn5LvlD/PAA+QM9A6f/n/wY/cAAIgTAA1X/PPqX+Lb77AD4A9QCZv8w/Z795v7F/pP9/P1sAcQFDAeKA7v9RfoH/MYBIQfcBwMDsvu59uj24/qj/i//F/1K+8L7cv2h/Sz7HPi49wP7X//3AGv+FPqv9/j4lPyf/w0A5P3g+i/5+/mr/F//agBm/xT9nfoY+Wn5zftE/9wBOALTAJX/EAAzAo0EkgXDBPwC8gEFA/wF5giKCVgH6QOSAXgB+QKuBLMFAQbeBWEFlgTfAwcEcgWEB+MIoAgGBz0FSgRzBGEFdwbpBg8GOwQOAzsEpAfpClgLmQgJBYEDsATyBm4I2ggnCbMJgwmeB9wEnQN3BRsJGwsJCd8DRP9a/jUBGwX0BrIFswJFALD/cwBCAVQB+gDLAKUAqv89/Q762/cT+IX6MP3B/W/7tvcV9fj0tPZw+M/4vvcL9rb0ZPQl9U32y/YH9oD0WPM488TzK/QI9J3zS/MO84vyifFf8ODvy/AX8971CPgk+Zn5EPrS+sv79/yF/n8AdgKsA68DtwKAAbkAmQDsAHcBNgIuAwEEFgQ9AyQC7QEYA+gE6gVJBYYDGAIqApsDIAVVBfkDMgKJAYQCJQTRBNAD9gHZAFIBtwKDA8gC/QCP/5j/+QCCAtQChAGC/5H+2f+2AuIERAToAC/93/vV/WYB+QMCBNsBFf8z/ej8+f2w/0YBIgL2AeMAqP87/w8AhAFuAj4ClAGJAWQCTwNPA2IClwENAuoDJQZbB/QGuQVPBeYGPAqsDVwPlw4nDLIJkwgXCZQK3wuPC1cIEgIV+8/3jfudBB4MKQslAeD0Du8m80f9LQa3CGIEIfwr9DnwCfI8+Kn+4gCB/Un33PLd8hL2Ovlz+oD6wvqs+hn4UfI17FPqfO6J9fb53fhO9Ojwa/GX9Cb3Rvcq9ln21/gc/Jb9Ifz0+IP2ZfZi+Cz7nP0n/43/o/6y/N36ovqj/OT/aALdAlsB9f7C/H77lvsH/SH/wwACAc7/NP7W/c3/gwOgBnkGXwLO/KP52/rb/hsCUwLN/zb8A/n49pH29fd3+pn8/fx++zf5gfcU9+j3svko/OH+4gC/AN790vkO+ED7hQKJCc0LbgjmAiIAtAIaCTsPeREEDyQKZwYxBmQJ1Q3YELgQog3MCWQITAs7EU8WBxc4E0AOSgwJD8QU8xm6G3kZxhRoENgO9BBWFQkZNRkjFecOGwpMCRoMnA+4EIMOqAqzB+wGlgf/BzQHuwXLBPcEoQWyBZYEnAK3APT/vwBhAjUDxgEL/o35a/bb9X732flY+yb7b/k+9+z1M/an9yT51fne+SH6YfuH/Xz/7v9X/mn7mfhG9xn4mfo7/QL+zftv94nzp/Il9bz4WvqQ+JP0PvH28NXzevfS+LD22fKX8PXxFfYF+in7JvkF9pb0bfbO+v7+PADn/f/5cPfN93/6p/2H/3b/Df6L/OH7Lfzj/GT9cv1Q/Wf9v/0F/uj9Zv3G/Gn8mvxe/YX+2f8mASgCnAKwAvQC0gMjBXkGgQfvB0QHEQXDAQf/w/40AU4EagXPA08BaADKAewD2gQ8BHID7wOnBUEHaQfnBbkDSAJCAu8CwAL9ALT+zf3x/pwAqACL/uH7mvoO+wr8cfw0/N/76/uC/IH9b/7B/mn+Cv5W/lb/YgDQAHwAzv9M/1X/4f88AFX/q/w3+ez2+Paj+Af62PlZ+KL2fvUA9QX1pvUR9wb5ufpb+9X60vkJ+Z34OfjZ9xj4kvnu+8392/0N/Mj5ufh5+U37Ef0q/qX+rP4u/jr9X/yO/En+FAGXA3cEWwNaAYQAcwKzBp8KewsRCSQG5wXRCBYMXQz0CF8E9QHpAmwFegaIBLcApf0X/aX+UgA2ANn9bvoC+Pn36vni+xT8Zfpo+Lb3gvjV+e/64vvr/Lb9nP00/L75NPdi9ir5vP8oB5oKJAfJ/of3yPYm/SEG0gtDC0EGgAHfAKYEzAnSDKYM/goxCtgKxAvTC0oLKguwCw4MjAtqCmkJywgZCP0GwAXCBOQD7wJxAjQDsQTIBLUBYPwL+HX3V/qk/VT+7vuO+LH2D/da+BT5Yfno+lz+jAGxAEL6S/GR6xHtAPVv/qcDvQFL+m7yj+/b8/H84gXACskK4QfFBKEDIwUWCCoKAgqcCDYI0wkEDGYMLQrUBl4EVAPfAmUCJAInAqABxf/6/Kz6KvqY+//98f8vACv+mfqn97P3A/sD/3kAl/5y++H5/vpy/Y/+iPxj+Pb14PihAMkHGwh5AKD2TvJ89j3/rwWABWH/uPdJ8w30MPgF/DD9TfzE+1X9eADoAmQCcv4S+RP21/hPAQkLHxD2DTEHOAEeAFkEOwv+EOkSxBDUDFYKKgtgDiERfhEZEBQP1g9AElAVtBcLGJEVOxGoDVANNhCWEzQUEhHcCzoHPQXDBu4K9A6uD2AMqQcsBVYGcwmvC40LvgknCGgIowr9DKsMqQizA2oCwgaEDecQlQ09BeP8+PiF+t3+vQEvAGP6V/OE7l3tve538Cjx1PB88GTxAvT99qH3NfQc7lfpgun57pP29vuL/LT4GvMj71Tv1fMX+nT+vv6b+3v3t/RU9Nj1u/di+FL30vX29Xr4dfvr++X4jvQh8h/zl/ZX+iX8k/ri9Yfw/e0z8Lv1tfrq+x751vQi8oryGvUx98b2tPQ79HL3OfyJ/W34nu/t6YrsevYyAbwF1gE1+W3yQfJ3+IgAXQX0BB0BZ/1w/IP+tQFeAzICfP9l/l0BwgfHDT0PDAslBDX/Z//MBMMMfxMUFhwU9g8PDYQN5BAGFdMXcRgmF7gUFBLlDx0OGgy8Cf4H3gfvCIMJRwhPBZsBJf6e+6j6g/sz/a/9c/tH97nzBfNk9Sz5+Psd/ND5EfcK9vv2Afgj96n0SPOJ9dT6J/9X/uL3wO+D6z7uUfam/mICOQDJ+kj2rPUX+SD+dAH6ACn9lPgb9r/23fiT+Yr3c/SA81r2lfvU/zAAC/xm9czvU+7E8Qf4Vv3B/vv7OveP8z7zy/aF/D0BhQKoAC3+Kv2T/Q7+9/0F/jn/oQFQBC4GegbgBOkBdf/T/6cD1QjxC9IKGwa/AC3+AQDgBE8JRQqGB/kDRgNrBokKbwu8B4cCywAXBRoNOBPXEusLAAPQ/Uz/4gXeDLUPDg1XB58CtQGTBKIItApvCWsGlwRbBUYHsgd4BR8CdgBBAggHmgxLEBkQvAtJBSUA0v5CAWYFwwisCd4HmgT1AWABqwJhBEYFXQVnBbIFrQXZBHcDKgJLAQ4B2AHKAwEG1AYVBTUBI/0a+w786/4oAWIA+PvJ9U/x/fAN9Av3Bfdc9Fvy5vNl+A38Xvus9h7yM/IV+JQAggY+BlAA8fj99N32Tf18BHMIewc7A3n/L/9LAhMGswe9BgwFkQRmBRIGHQUzAmX+4vvs/PUBmQjXDO0LTQZJ/9r6N/uk/wMFuQf7BQwBUPyI+sH78f07/0f/zP5//o7+o/4I/gr8ovj/9Djz2fRQ+ef9pP9k/YX4+/Ot8rD1WvsPAOMA/P2C+r75CPyL/m/+Dvym+uj8JAK8Bg8HXgKW+433o/lFATAKQQ/0De0HvgG+/zUD3wmeD2IRTw9cDKELrA1lEF4R8w9wDcUL+AthDQoOBwwAB7YAEPwy+wv+awJ7BTQFOwEh+8b1xPOd9Wr5dvwy/er7+/mc+EX43fgX+on7vfyQ/Vn+TP/o/z3/9Pzt+er3jfgo/DsBAgUmBakBVv3w+wb/UwSsB9EGVwO5ANoAjQIVA/MAZ/1s+xL9dQEXBWsEwf4397nycPRK+64CmwXwAeL5mfKX8Gr0c/oE/uz8sfja9Cv0z/aX+rX80vvx+MP2g/f0+lz+pf65+j/0mu4C7bbw5fdf/iUAQPxm9ezviu658OrzBPaX9jT2ZPV29KrzQ/Ne8xz0x/Wl+Hz8NgBHAq8B3v6y+4n67vxNAr4HvgkXBzgCVf/DADQFDgm5CbsH3gV5Bk8J3gucC1oIzgStBIMJDRGxFuQWvBHPCskGYAiIDi0VLBgiFh4R1AzVC/QN1RACEp8Qyw2ZC4QLOw3pDtoOBw3+Cm4K2wtvDncQMBCjDHYGEACI/If90AH1BekGBwTU/mn5UfU+8ynzVPSH9az1i/Td8pTxCfEM8Yrx0fIy9Y74AvwN/kH9s/mz9Zf09fff/f8BJQEX/CH3bfZ9+vP/bQIVAPf6NPeM9xX7Hf5j/c/4fvNp8Wv0tfrU/9z/XPr28truA/H49/3+wQFY/076aPb19Yn4v/s3/XD80vok+u/6TvzX/M37r/nw9zH4QPszAEsEZQSE/xj4dPKb8VL14vph/28BWwE4AAz/mP44/6EAKwJxA40EsAWrBh0H1wYCBikFLwUIB90KZA8pEkcRSQ1MCbQITgyzEVgVWRXREqkQAxFYEyEVWBRhEY4O/w3QDwAS8BFfDnMIKQN0ASQE4giACxIJTQIH+0T3dPjS/O4ALwJeAGP9bftn+5/8qP2V/Yj8e/te+3/8Uf52/2n+6/rl9nL1PPi+/R4CGQJv/ej2H/Ic8ZLznPfj+rn7Dfpy99n1DfZR9zP4ufcH9kL01fNq9Sf43/mU+Hz0nfCo8JP1XfxIALv+VPmQ9CT0Bfi6/I/+tPxz+e/3bPmO/Lf+Y/5g/Az7bvyQAB0FuQatA8v9efl0+sIAlwj9DGQLYwVj/039AAAdBREJpgljB7AEnQNnBLwFEAajBAYC6/8eAAADwwZ3CFQGfgF8/Xz91QH1B38MVg1gCjIFMwBk/V39RP+kAUsDtQMCA5sBDQDp/nT+bv6L/jn/YQHsBPgHJQjZBEcAB/5EANgFHgvpDOMKcAeABUIGggjwCTsJBgcLBX8ERgUkBpoFDwO4/wT+wf8/BE0IUAgmA3j7+PUC9jX71QFkBYkDe/0I97jzXvQP9wv5qfgx9mDzK/J080X2UfiH9wL0hfB88Oj0Q/uB/zL/G/tz9sb0z/dy/pAF3gnCCRgGbgFN/tj9u/+9AlcFRwZxBQQEVwN+A1ID3gHE/+b+jgCqA0cFLwMi/nb5jfgf/KkBQwWjBOAASv2j/BX/ZQLGAwQCfP4K/LT81/90AnIBUfwW9kXzLvbU/DIC+QGs+/zySe3G7UvzkvmV/DL7PvfB88byffSe93r63Puz+1D7dvx+/5QCMgOWAML8+vot/VwCTAfYCBwG3ABd/G371/79BCYLKg9CEL0OtgvdCNUHLwnxC1MONg8MDxUPsg+zD68N/gnsBuYGOQpaDpUP8Av0BLH+pvxE/+kD+waHBngDnwBSAK0CrwXXBi4FOQLpABIDkgf6CjcKFQW0/nX7wv0EBLsJxgpOBiD/dfkV+NT6T//WAsED6QGd/v77kvv+/Fn+B/5a/FL7o/zU/1wC0AEQ/nP5GPes+ET90AEdAxUAdvqA9djzEvav+iH/KwH9/3b8svjO9lH3ufji+CT3C/XJ9P32zPlZ+lv3qPL278nxN/d6/Lz97fmM88DuTe7H8VP23/gx+Ib1cvPH8yL2UPg/+NP1K/P88jj20voj/fL6m/VM8ebx5/fr/zsFQAX8ALz7q/hG+fr8twEPBZgFwwOJAeMAMAL8A5QExgMVA00E6AefDDEQ6RDrDkcMnAs/Dj4TAhgAGk8YEBSkD3IN4A6FEwMZNBxTG1UXHhMnEYoRKxLbEIYNXwrHCQQMyQ77DkQLXgX0AMMAeQT3CLcKNAi6Ak/9g/rM+oL8WP0n/Ln5Dfh2+C361/q8+K70wfHC8q/3QP1S/z38O/ag8ZvxMPaM/BIBhgEf/jf53vUQ9m35WP3b/gf9mfls9wj4gvpT/HX7E/h89F3zr/Xc+dL8S/yC+BD07fFh8233uPvl/ab8a/hg827whPEx9sX7MP9J/3z9N/yl/MT9lf09+y74I/eY+Rr+LwElAGD7IvYb9J32v/vi/1YAHv2x+DP2T/cS+8X+HwAs/xP+LP/LAtQGcAizBqEDnAKEBRgL6g/mEIcNAQihA8gCxwXmCkoPiRAuDiUKYwfCB8wKOg7ND+MOtQw1C48LUA2+DiIOUAsLCLYGVAitCzkO7g18CkcFswD0/u4AagVKCWQJ0wTz/cP4+/cp+3L/+wEPAiIBCwENApACzgDb/An5JPjo+hL//wCO/r/49PJ08EHygvbu+RD68vYA8x3xW/IO9Tb2M/Rz8GXugfDz9Sr7pfzH+T31yfKH9Jz5G//jAYIAEPyV9yv26PgQ/mgChwN0AUP+XPzM/OP+4gBYAScArP6d/nAAwgKGA+8BPv+7/cz+DQLWBVkIdwgrBrACMwCtAGcEbAmyDC0MOghOAxsAvv8pAWQCVQKvAQkC5gPKBWYF1gHe/Kf5Svoi/lkC+APbAVn9VPlf+BL7jP+0AoICfP9A/EH7qPxG/rD9jvoa9zb2CPn0/fUBywJ5ACT9pfvR/UgDegkhDWMMJQh4A48BqQOFCHAN/A9EDz0M6AjyBqMG9AbJBhYGuQVNBkQHRAdhBfMBU/4R/Dn81/7AAs8F5wV0Ajf9YPlw+VP9UQLlBEEDlf75+fP3gPh7+eD47vbw9fv3tPxOAboCAwAV+1L3Q/f1+v//IAN/AvH+Yfui+i/94ADOAtsBof/G/nYAPgNuBJkC5P4K/CX8L/8gA2QFcATCAKv87vrh/FcBUgUZBiMDUP6G+s35KvzF/zMCBALF/3n96fwQ/kn/+P4d/Sr7mvqh+0H9Lf6H/SP7nvdi9CXzxvRi+Ib7v/tx+H3zJfDD8BX1Tvow/Xb8o/l+96D3Q/li+t/5pfjA+Hv7FQA8BI8FQAOm/o/6m/lo/A4BYgROBHUBi/76/fr/vQJtBNcEQAXOBkMJMQtQC5YJVQdaBtYHfgt5D1YRqw9JC/UGoQVtCNkNtRIQFPcQGAvPBQ8EXwaOCnwNkA2vCxAKGQpkC3AMGQxgCj8I/QZ4B4QJvgsaDDsJowPO/cj6FPx5AJ8ETwW+ASL8Cvip91D6WP2M/tz92vzj/LD9vP3h+5P4v/V19V/4Jv0SAbcBpv72+fL2p/dD+6P+5P61+333NfXl9Qj4IPn193f1rPPy8/P18/cO+I31ivFl7jXuPfGS9Wv4CvjZ9BLxZe9P8TD2efs8/hr9TPmk9WX0xPU0+AH6evoC+k354Pjo+Ef5ifkd+fD31fYx97/5pP2cAJQAY/1B+Xr3//nb/7YFQQiWBrkC0/++/wkC6wQIBz4IHgn4CWoK1gkbCPwF9ARuBrwKWhCJFA0VDRJDDhoN8w8HFe0YUBmhFlkTyhFrEuUTXBTnEjoQHA4NDugPthEGEekM4AbqAXkA0wLjBokJbQiUA5D9/vn++pv/bgREBlcEZwDb/PH6Wfou+uj5k/l5+cr5bfrp+ob6uvjE9fLyCfIY9Hr41fxg/sj7cfbQ8QzxnfTn+Uf97Pz2+Sj3d/a/91X50vlE+fL4DvqF/NX+EP9T/L/3DfTS84P32/xcAOf/TvyX+HD3Sfld/GX+Tv6r/P36ffpK+2L8iPxg+9/5kvlB+y3+igDCAHT+w/rH92r3Kvpv/lcBpQCM/Kf3FPU49gf6Kv7FAFgBewAh/xn+2P13/r7/UQEAA8sEsQZoCFAJvwifBu0DdAKmAzEHwgp5C0II7AIA/w//yAJPB4oJawh3BUkDfQOPBZMH+QfpBh8GbwcEC+sOQxCQDRwIYAN0ArIFegpbDZQMEQk4BQYD7gIMBAwFKAWEBOkD2QP5A0UDJQFD/kf8pfyE/3oDMQaaBSMBiPoo9fnzO/cK/HT+dvxK9y/y2+/o8PXz9fZ6+FT4Wvem9tH2lfcq+Aj4ZPcm90X4Dvup/lQBdAHU/jT7W/kp+wAA/QT9BuIEYQCm/O77Gv4uAQwD9AKtAYoAOQBTANf/UP6Z/Hr8Jv/PA8wHeQhhBaIAU/04/db/PgOgBUoGwQUGBc8EEgU3Bc4ECgSXA9kDYgQ2BJACgv/0+0f5t/ij+vb9WQCZ/2T7+PWj8mPzYPe2+5j9K/zI+NX1RPVw9wP71v1f/q/8X/pN+U36kfxc/kX+VPwu+gX68vzMAbUFJAb/Auf+W/0YANsFYwvWDZ0MgwkxB0oHewkKDFgNGg1dDFAM8QzuDOgKFwejAxQDGAaiClYNCAxRB/YB6f5b/0UCXgWrBsQF2AOXAsMCwwNKBKEDKgL/AAkBRQKsA7ADWAE1/XD5f/gp+7L/8gKuAhv/jPqt98H3J/oY/dT+j/63/JP6bfnY+Wf7Hv0c/jP+9/09/mH/ygAvAa3/xvxt+qP6xf3wAUEE6QKP/sj5VfdR+KL74f7x/07+Lft/+Ib3EPjr+C/5Gvmp+UD75vzs/JT6D/fJ9I31JPl8/Q8Ah/9g/IP4AfbP9VX3/vh1+Yj4LPeg9nP3J/mF+oX6LPm89/L3mfqY/nsBTgFI/tH6qfnN+9//UQM5BGQCLP+P/BP86v3rAEADhAOpAf3+Xf0H/tcAVgTIBooHkAd9CAELAQ5zD1AOsws3CugLlRDEFWEY6RZoEscN1gt+DTwRQxR6FOgReg5TDAQMWgzeC30KtQnxCtwNUxAFEGUMHQfuAtYB4wNJB5kJNQkuBvYBSP4X/Eb7EfvG+iv6gfk++Y/5B/q++TH4DvYP9Zf2Ofqw/YL+9PuY9yL0hvPh9af5tfyJ/e776Pj79Wj0qPRI9if48vj296b1YPNY8pPyBfO58uzx5/G18932ffmt+R33cvM98TzyNvYd+1P+U/6w+6/4uPeD+aD8vv6x/kr9WvzL/MX9mf2H+5T4w/Zs9xz65Pyw/cf7Pvg39Xn0XfbT+UP9lf+XAMsA4ABLAQ8CxQL8Ar8CxgLkAwcG+AcxCFYGzAPFAo0EZwgLDEENdQsbCKEFzwWpCKUMxQ/UEOcPHw79DI0Nyg9vEscT4BJvEFAO+w0tDx0Q/g67CyoIqQYhCC8LGg2+CyEHdAGt/a/9CQFGBXgHOQaWAib/8f3+/pwAKQF7ALP/x/9SAPD/k/21+Sv26fSO9uf5o/zV/DP6Kvba8rfx3PJa9fX3u/lN+uf5Mfm9+Jn4aPgB+Of37/hG+/D9Xv+Y/ir80/lz+a37av+LAlgDkQFr/pj7S/rA+mn8MP7m/vf96vs9+lD6Jfw0/pX+tfzq+WX4V/ne+779Nf12+on32vaE+W/+6QJKBKcBovxi+In3VPqd/oABhAFe/+/8qvui+wj8P/x8/Gz9Rv9XAWECmgFv/2P9BP3L/q0B3wMMBCQCWf86/c/8Cv7f//EAlgBk/8b+y/8hAi4EYgSTAksAs//WAckFOwk2CpwIPgZ1BW0HagtzD6IRHhFgDukKjQiACJ8KSg10DgcNxAmWBg4FOwXhBcoF1ATkA9kDkQTsBLkDyAAw/cD61fpp/doA3QLVAQT+afll9hj2u/eA+RD6Y/lN+IH3//Zf9o/1HfXe9SX4Mft1/Z79pfv4+I/3mfjO+7j/kwJPA/wBwf8X/vb9Nf/XAOYBJAIrAskCKwSJBZYFpANtANX9lv3u/1EDlQVjBe4Crv9v/Xb99P/QAxEHzwd7BW4BLf62/QcAHQOIBEYDXgDQ/d38Pf2i/Qf9hPsU+qf5PPq8+rD5dvYC8o3uJ+4s8cz1Kvl7+UH3zPRT9Ev2V/mY+zf81vu7+5n89/2v/gr+g/yJ+1H80f6nAR0DSgKw/+b8qfve/AwAlQPDBc0FXwT6AtwCKgQWBqkHlghgCa4KiAwfDnwObQ3kCz4LFAy1DakO6A1+C1oItQWHBFgF6gcMC/4MfwzNCZ0G2gRABfoGdgimCKcHWQaGBTsF4wTbAxwCXACV/0IA0gG/AocB5f1M+SH2B/ar+A387f1V/RH75fg2+CT5tPrI+xb8Kvym/IH9Gf7l/Q79Tfxr/ML9AQBFAmkDqgItABj97/qy+kj8kv4hAAkAZv4i/Dz6Gvl6+AX41fdf+Nv5wfsE/eD8fvvb+RX5vvmp+xP+5P/9/+X9bvqm95P3nPry/tUBkQGv/lD7g/nQ+Rj7rPum+pf4Bfcr9/L4+vqb+0L6Bfjy9nf4F/yH/1AAtf1P+e/1m/U++PD7hv4H/xb+Ef3b/Fn98/1o/if/uQAJA0QFcAY5BkEFvwS8BX8IOgx8D/EQRRBvDhcNcA2FDzASABQzFBITnxGuEDYQcA+/DXYL0gnlCZMLkw1zDp4NjQs7CZgHUQeTCKgKBwwpC8IHQQPo/zP/xwDWAn0DCgJJ/7j8c/ty+7P7FftH+Rv37PWA9kj4rPlK+Rv3o/Tn8+/14vlw/VH+6/vP94j02fOg9VP4Zfo6+xr7iPrT+Q75UPje9wf46/g/+mb7sPvR+hv5cPfV9uL3Svrb/DH+j/1w+zj5Tvg1+Uf7Qf0u/hP+sP2t/eH9kv1D/FT6uvhU+Hj50/t//hwAc/9d/Gj4C/bp9m36HP54/8L9c/r+9x/4zvqF/mYBhQJZAiUC2gJEBE8FFQXKA6MC1gJ8BGQG4wYrBRUCvv8KACgDLAd6CbYI0wUyA6cCMwRlBsQH+QfBBw0ILAmjCqILvAs9C/UKoQs1DcYOEg9qDUIKBQc4BZYFkAefCTYKvQj8BXsDawLXAtsDmgT5BGMFIgbgBvUG+wUKBJIBNv+4/cT9b/+zAdcCiQEQ/kf6YvhP+Qv8Xf5i/sL74ffi9Ev0GPbi+PH6cvva+kj6gvpd+xH8B/xt+y37Kvxd/o4AFQFD/zH8Mfrx+hP+awHCAncBsv49/Cf7RPuw+6n7C/tI+vb5Svrj+g/7WfoD+fb3K/jz+aX84P5f/8j9D/v++BH5avu4/iwBxwHUAFD/Av4X/W78C/wO/IL8N/3b/Rf+kv0F/Jz5O/dI9rv3Nfvx/toAGQCr/aX7vvsN/gwBsALWARL/SPxM+4X8t/4cANz/o/4C/iD/yQGZBOoFIwVaA58CXAT7BzIL3wvoCWQH1wYnCQoNQBBPEVEQeQ71DDEMygseC+UJdAh3B1sH2AcYCE4HYAUMA4MBrQGQAx4GtQckB4QEPQEU/9j+AABFAbMBJgH9/4/+DP2t+7/6c/qv+jv78/vI/Gz9O/21+xr5pfbb9Xr3y/r2/Sb/2P09+4b5VvqW/XQBqgMdA5oANv65/Wn/5gFPA60CsQA1/77/LwKrBA4FwwJ5/839JP9tAgwF9QQhAmD+2fus+3/9EAAHAqAC3AE2ADr+Pfxr+vv4Svia+Mr5KfvC+9T6VPgm9c7ykPJ99DT3wvgR+Lj1W/Nf8gvztvSI9v/3Afmz+Vr6KfsL/J/8i/wI/PP7OP33/wkDnAR0A/n/Ifw3+lj7qP7zATcD8wGN/zn+Xv+QAu0FjQfmBg8F4wOjBB4H0wkgC5wKjwnnCXMM9A8NEjgRJQ4kC0UKygsuDm0Pbg6WC0gI8gVDBfkFPgdQCOYIGAn6CGsIQQeNBbMDSALYAYoC3AOlBLgD6wB7/Uz7eft2/Yz/JQDa/mj8C/q2+Lr4wfkL+8T7ifux+hT6S/oX+4H7xvou+Q741PjL+6j/MAK1AUv+9vlh9xX4W/vM/v3/NP7F+hX46vdL+on9c//k/oD8F/ox+dj5svpm+vv47ffD+In7kf7T/5/+Fvw/+oz69PwWADsCWAKqAG/+7vym/Cb9nP2J/QP9ffxT/Gb8Gfy1+iH4TPXT87z0ePcb+sv6OPnD9lX1+/Vj+Fv7mP1Z/rP9ffzN+zr8fP2u/iT/+P7n/q3/UgEGA6YDrgLcAOT/OgHuBFsJPAxCDAEKkgcYB1sJTA3VEEUSYhF4D2kOZg//EX0UMxXUE7ARbxCSEA0RXxAODioLZAm2CZ4LjQ0ODr0McAqLCAIIxQjeCSoKEgnaBk4EQQIJAXkACQBE/x/+Ef2Z/Kj8bvz++kv4e/UH9If0O/ap97j3P/YE9DDyx/EX84P10vfr+Ib4T/di9oj2tvcu+RD6FvrC+dj5mvpp+0n71vnk9wn3YPh2+3H+Sf9M/Z75g/bl9Rn4k/vn/WT9cfpN9272g/jw+x/+uf2z+1z6TPsF/mgAfgD6/XT6LviL+CP7H/51/1D+kPsV+WD4r/kK/CD+Cf+r/qj99/ww/SL+FP+S//z/HAEsA0sFIgYDBY0COwBW/yQA2AErAyUDswGe///9sv3X/tkAvwKsA2cDfgLcATACaQPgBPkFtgapB0wJYQvyDAwNnAupCakIkwkoDAYPaRBKDxEMggicBisHIwluCqMJLAfrBJAENAZnCH4J6AhyB3oGzwYcCC4J1wjPBvYDtwEFAbMBqALCAooBY/8k/a/7fvtm/JP9C/5d/fH7l/q7+Sf5jfgh+In4J/pp/BH+IP6f/KL6g/n++b/7of1m/nn9R/sB+e33oPid+pn8UP1f/Ij6LPk++X/6qft+++v5OvgZ+Df6kP0SAAkAWf2e+Uf3GPjt+6sAgQPfAqH/afyT+2T9BwA3AQQAW/39+hb6cPrj+mP64/hg9wb3K/ju+dX6//nV97P17PTp9Rz4gvow/KX8B/wM+6P6Tfu3/BH+zP4J/z3/hP91/6/+if39/Or9PADxAsgEIwVUBEYD1gJ3Aw4FDwfACIoJWgmsCFcI7ghiCv8L6wzJDP8LYAt2C/kLCAzsCswIvAYEBjoHuAncCwEMpAn4BT0DNwPQBRgJsgqcCd0GjQQYBDsFaAYeBhsEbgGM/yH/ov/Z//T+Sv0X/GL8CP7K/0UAB//A/Kv6zflz+iT82P2F/uL9wPx2/Lb94f+RAe8BZAERAaQBvQJXA7kCFAFm/8z+yv/hAcoDMASLAoH/jvwg+777tf2T//r/dP6++0D5Hvhw+Fv53/mh+Q/50fga+Xn5Q/kh+Hn2VfXB9fP30vpz/Gn78/f/8+Txs/KA9Sv49/i598/14vSm9Wr30fj++Ej4yvda+Lv53frd+tz55vgJ+Yb6svx//hv/S/6F/M76OvpD+1b9OP/5/63/Pv+B/4oAzAHGAo8DtgSoBi8JgAu9DJQMgAuPCsUKhQxKD/ERRxO+ErcQTQ6yDIgMeA12DmwODA0BC2wJ+ghjCb8JYAliCJYHxgfyCEIKegr0CDkG5gOMA34FSgifCQgIEgT9/wv+2v4FAVsChwEG/5n80vve/HL+6/6c/VL7kvld+XT6s/sE/Cr72Pku+f75Q/wE/80ApADJ/pz8oftl/DD+tf8QAE//E/4G/Wn8K/wx/Iv8Zv3F/kEAIwHDAAz/qfzC+kj6aftn/Qn/UP8I/u37QPoC+j77+/zq/Vn9p/vZ+br4S/jw9xT3tvVu9AL0zPRO9k33nPYP9PPwXe+x8Hr0pfj0+pn6qPgp94T3kvn2+1P9WP3b/A79a/5bALgByQHlABkATQCOARcD4wNUA5oBrv/p/jIAWwMUB8IJjwrnCfcI0gjNCYkLag3+DhkQuxDmEIwQvg/DDh8ORg5JD6kQmRFkEdAPRw2xCg4JAAlUCvsLmQx4CxgJ3Qb7BZMGpgfoB7AGUwTVATYAxf/e/17/jf3a+r34kfhR+l/8pvxO+nb2avPr8un0vvds+Qn5L/dk9ez0+fWg97T4vfhB+CT44/g5+oP7Ufyo/OD8Wf0t/vT+7/6T/Sb71/j89xr5dvuc/Wb+p/0k/OX6gPrV+lX7jPuE+4372Psx/Dr80Ps++xr75/uz/QMA6QFwAjIBvv5f/Fb7BPyi/eP+1f6H/c37n/pz+gv7v/sB/K/7Lfsb+9v7If0F/qf9BfxQ+iH6K/x//w0CLwLU/4n8Zvqx+iP9NQA7AmoCOAHN/wT//v5T/7L/IQDfAAICXgOdBGkFqgWsBRYGfgfbCVEMpQ0eDRsL4AjEB00I6wlzC/QLTwscCg4JbQgRCLIHOwfLBo4GnAblBjQHNQeuBrsF6QTlBAIG2wdyCb8JXAjMBTcDpwFrAfMBRwKqARUAMf7h/Jf86/ze/Mf7+PmI+Fr4L/nK+RT5KPdY9TT1O/do+tf8Hf1N++b4xvfR+Gn7//1M/xr/Of6f/bv9Q/61/sH+fP42/kP+u/5c/7b/kP81/1D/SwDbAQsD9wJ3AUn/hP3r/Ib9yP4DAM4AEgHsAHsA0P8B/y7+hP0m/RH9B/2v/LX7Avrh9/X1//R39Sn3Q/m/+gf7R/ox+Yv40fj7+YP7svwO/a78MPwq/K78Qf1j/Rf97vx7/ab+h/8A/8P8yPnV91D4NPv7/pgB1gEZABP+e/3y/sQBqgS3BtsHoAijCRULnAyGDVgNRQwpC/gK9gtzDUsOuA37CyUKZwkxCucLTQ1TDcELSQkDB8wFzQWaBooHGAgQCJIH1wYKBjEFRARLA3MC8gHPAb4BTAE2ALL+WP3M/E/9if61/xAAYf8W/h79Ov1i/r7/SgC1/6P+Kv7S/i0APQFXAbEAOwDIAF4C7QMEBPIBi/7E+0n7I/2u/90Ax/8h/Yb6NPlY+Tz6+PoG+3r60/mK+aT5svkx+ST4PvdS94b4CPqr+u75aPg69zT3SPjB+cn67Poi+rL49PYv9bbz5fL98t/z//S59cH1S/XJ9KP0GPU49t/3r/ka+6f7MvsN+uv4lPiE+aL7P/5bACsBlABc/7H+R//KAC0CoAJCAvgBogJRBC0GDgeFBncFkwXtB9gLQw9MEKgOuAuACU8JHQvEDdMPXBBQD1YNVQsXCu0JiQo0C10LDwvACrIKrwpZCqEJ4giLCMsIcwkKCgsKRAkBCNoGSgZcBrQGyQY8BgAFWgOpASIAyf6Q/X38m/v3+pz6cfoq+mr5Nvge9+D2xPdJ+Xr6hvpP+Zj3l/Yr9yb5ePsA/VP96Pyc/BL9Rf51/7b/uv5D/ZL8Vv30/vn/Vv9S/W/7Q/sg/bz/IgEzAFj9CvrP94H3DPmD+4H9+v3a/AT7k/kJ+ST5Y/mE+a/5FvqU+pr6rPnk9w32FfVj9Yb2hveD9132y/TV8xv0gPV19235Afvl+/v7fPv6+vr6nPuX/In9Sf76/sf/lgAOAewAawAhAIQAkQHsAhkEkATeAyECVQDu/8QBWAUVCXYLBQyPC14LMAyzDQQPqg8HEMgQ+hHYEmkShRAWDosM2gy6DsEQVRGwD1kMvQhcBukF8gYlCEUIGAd7BYIEeQSzBDAEhQJIALL+pf7f/wYB1gAw/zL9Fvwo/LL8xfzq+2P61fjP93X3nPce+O743vl8+nH67fl4+VT5R/kV+ff4bfmi+ij8Pv1h/aD8ovtS+0f8V/6XAO0BpgHX/239u/u8+2T9jf/TAJwAf/+p/t3+zv90ABIADP+m/tH/FQLhA+cDTgJ2ANn//ABJA4MFdgaaBUwDkABp/lv9RP2S/Yf9o/z3+ir59vdy9w/3TfZq9S71+fVV92L4o/g6+Iz36PaX9v32VPg3+pj7c/vM+dj3Kfdi+Mb6+Pwx/p3+uP6Y/gT+/vwO/OT73fzR/iAB8gKmA0wDtwL5AqMEcgdwCnoMxgxhC1sJPgjvCPgKxgz3DIYL5AmsCS8LGA2TDQQMnAlQCCQJbAtjDYINkwu8CMYG5QbfCCoLCAzAChsImwVFBOkDewM4AksAmP68/YH9Hv3z+wv6Afh/9tz1FfbZ9rj3NPgC+Dv3efZ39oz3Xvkx+2X81fzC/JL8l/z1/K/9xf4wAL4B8QI3A1sCzQBj/9H+Pf82AAIB/AD2/1n+7vx5/Er9Cv/KAIQBywAa/3z91/xK/T/+2P6a/r79Hf15/cb+EAA/AAT/Ev2W+1r7Ovw1/Qn9I/so+KP1//SU9mD5nPvt+0r66vcY9kT1OPUF9hb4Cfsj/Yn8Q/mY9Tb0C/bN+Sr9YP4g/Yv6bfgF+ED5/fo0/Lv8Gv3W/Qb/XgCJAVsC3QJhA2sEcwZpCW4MWQ7RDssOmA9JEV8SUhFsDtgLoQu/DQQQ/w8bDd0IYAW5A9gDgAWoCHQMmg7RDFUHhgGF/9wCaQkXD7IQyA23CPwE0QSqB9QKxAv1CcYGEgTdAh8DDwSaBOYD9QHf/xj/GQCUAWEBq/4v+//5gPy2AOMC3QD8++f3qvd2+1gAGQJQ/rT2lvD28Dr4WwHKBbMCA/ug9IrzGvdd+7f8gvrL9jj0FvTq9UH4vvnf+QP5/PeH9yX4Hvop/f3/twBm/nD63/ey+ND7Dv5n/f36rfm3+k38k/uy963yde+m7/Ty4vdR/Pn9mPtq9ivyuvI0+eMC6wo9DSAJvgEi/MT7HgBjBcQHXwZSA2EBfgFTAtYBaf+I/IH7ZP0gAYQE0AWlBB4CZQCjARsGLAvxDLIJ5ANIAPMBxAd2DdQOrAqYA0L+Ef6gAhAICAoOB1EB3fzL/G8BSgiGDU4OiQrRBMoA0ACcBFsJcAsBCYkD4f4X/rAANwOWAhX/7fsh/Ir/8gLpArL+BvkO9g74Zv2kAS4BRfzP9s70D/cD+5799P0s/an8rPy6/KP87/xN/qsA5QJaA2sBef4p/QH/nQK5BDcDT/9K/Ef8Nv4k/2n9bfpU+c77MwDDAukAqfvu9nf24/pdAfMFkwY/BMoBVwHgAsYEYQUrBNIBm/+9/s3/NgJNBDAENAG0/Gf5pPme/QkDigYVBoQCw/5q/dT+WwFAAw0EcAT9BG8F6wTrAt7/Dv3V+7L85/70AJgBdgAf/rD7Zvom+/n94AE4BboGRQb6BIIEBAYpCRoMvwylCugHrQcqCwsQLRJND00JtATiBE0JFg4hD2cLpwU1AmYDnQe5CsIJjAXPAawB3QQNCOsHIgSy/1f+PQHPBcoH8gTk/pb5Efho+jP+nAAhACP9c/kk9zf3Bfnr+pb7yfoa+Tf3cvXV82TyQPGZ8G3wfvCn8B3xOPLD89r0tvSq8w/z8/MK9ur3avi89z73NPiF+rf8Nf27+5L5Z/jy+LH6cfwV/RH81vne99z3avo6/voABQGR/mz7vvmo+nz9LQDAANr+/Psz+kD6Kvta+zH6Zfj39vb1iPQW8m7vWe7774nzzvbo97r2pfQu8/TyzPN09d73vPr7/C39zvpB90T16fay+5EAEwIG/5D5ufVW9sz6iP/xAG7+5fpW+m/+KwVqChsLigcDA1cBIQTCCbQOFhCQDU0JVAaABoEJXQ38D4kQyA8kD1YPzg9nD84NOgymDAsQJhX2GN0YrhQVD7wLlAxvEAYUmBT0EVoOWQydDIoNAA2ACqoHgAZjB88ICwm5B9AFOwQdA0UC6QGCAu0DCAVuBLUB7f3g+rX5FvrC+tX6nfoV+8D8Af+CADkAN/7V+/36yPxfAGMDnQPZAAr9tfoa+4b9IQBIAWIA//1H+2P59/gC+vb75f3I/ur9dfvP+DP4NPsiAeUGBQlaBhUB+vyj/AQA5gR5COYIMAb7AWX+mfxw/CD9Df7M/uf+6v3c+4n5M/j4+PH7j/8pAQP/JPoI9tD1ivkt/hkA0/3X+Hz0p/PR9p77lP6e/W35ufQ/8jjz0vbX+iT9Ov2G/Pv8JP+pAd8CkwJVAuMDYQfYCqULuQjQA3sAhgHpBp8NkxFAEHMK+wMsAcYDrwnODksQXA4xC8wI2wcRCOwIHAp4C9UM0Q3xDesM9wq6COgGIgbXBr8IfQpHCngHigP5ACsBSwMUBZYEewFb/dX61vuz/xQDSwJj/CH0+e3c7F7wavV3+If3D/OP7RvqqOoM7yb1BPp++2/50vV+8yv0O/dq+rv77/pP+Vb4o/je+SH7h/uv+hX50ve796j4n/nf+Yz5cPk6+uj7uf2O/qv9hPvH+UL6Qf3pAFwC2/9C+rr0o/Il9SX6rf3o/G74z/Oi8rD1c/o7/ST8bvhs9eT1DvqC//wCrQJk/9D7kfpi/Lj/IQIrAkcAEP7k/P38nv3Y/Uz9dPxj/O39xwB0Ay4EXgJP/7D9uP9OBZALnA52DLYGVQG//40CpgftCxsNzAq6BsoDIgR4BzoLsgxEC7oIewd9CLEKJwy4C8IJpgeOBq4GYAfoBwgI3wePBwAHCwaqBB8D5wGJAT4CmwOmBF4EhwIJAHL+9P6PAQgFjQe5B1cFcgHR/fD7P/z//dP/lADk/zH+c/yK+9/7MP3O/vT/GAAq/6/9rPwP/ef+EgHwAagA7v11+476Ifvz++H73frV+Zz5C/ou+mz5Wfhg+FP6WP1f/9r+Q/zx+U760/2TAqYFRgUcArH+df0E/8QBOgPpAVr+l/qp+ET5avtM/ZL9U/zM+k76J/uf/L/9HP7o/Yr9Nf3e/Gj80vte+4T7lfxZ/tz/3/+7/ST6DPdx9sz4i/wX/8b+F/w6+Wv4evpx/k4CRwTEA7ABv/8+/1IAHgKjA3kE4AROBfUFqAYGB9QGQQbPBfsF1gb+B/oIpwk9CgML7QuRDG4MUwuhCUoIVggrCgQNLw8ND1YMgwgPBswGkQoQD1MRrQ/aCmYF7wGhAdsD4gYBCVIJ5QdxBcYChQAE/2X+bv5//tz9OfwK+kH4qvdr+OT5IfuK+1b7RPvK+6L8QP2k/W/+AAC4AVkCQgFS/3f+FgCvA9cGBgeqA9r+wfs2/IH/IgO2BFcDBgDs/Pz7nv1KALABggBy/Z36+Pnh++v+1gAeABT9kvmE94D3gvgD+ST4NvZc9KrzRPQp9f/0b/PE8efxjfQ8+FD6GPlE9XjxZ/D08p73jfuJ/HH6Mfc+9eL1g/hS+6D85fve+fb3ZveF+LL61fwd/nn+ff7x/jwAJwLnA7cEfQT5AyQEWgUVB5EIhgk6CvQKiQuNC+kKCwq/CaUKugwyD8EQXRD8DdIKuggYCd8Lag9mEVQQjgwNCCMFFAV7B7kK8QwJDQ8L9gfoBLYCwQEPAlUD6QTiBaAFPASFAlsBEgFCAUUB3QBTAPz/nP+O/pL8Yvo++bL55vpe+1b6gPhk9/n34vmy+wH8d/oF+Fb2s/Ya+Qr8WP2p+573rPN68uD0N/mG/L/8FPqW9pD0DvV19yr6svuS+4z6CPr6+hv9L/8iAA8ACgDzAGcC9wKHAZf+FPzr+0X+JgHVAfX+xflL9Rv0efZR+tf8dvyt+XT21PST9e33Pfo3+6b6Wvln+Hn4ffnA+mn7Bvv1+RH5/fih+VP6ifpQ+hT6N/q0+kP7u/tT/G/9Lf8mAbACYwNeAyADOgMtBDQG7AgvC7gLJQp+B5MF0AVRCPAL8Q7/D+AOnAzDCnAKswvNDcsPBBEmETMQhQ7ODOQLWgwcDkUQixEKEeAOAgxyCaMHmQZQBsUGiQe1B4AGCgRrAdT/nP/6/67/CP5j++D4kPev93H4k/gm90r0O/G77+jwQvS59wP5UfcB9LrxgfJl9pj7ov/RABD/3vtz+Wr5uPuv/kIAnv+i/Qf81fum/Ez9Cv1H/BD87/xI/s7+wv3L+4z6WvsR/ikB4AJ6ArkALP8J/1UA+QGOAmAB4P5T/Ab7dfsK/YD+uP6G/cL7qfrg+gX8GP1h/f78ovzJ/Ez9of2V/Yr9C/4Q/+f/xP9//qv8J/uT+gn7J/wt/Vv9YPzD+rj5VPrF/P//UwJ/AosA6v2S/Mf9QAFyBXoIOAnQB2YFZgPLAr4DtQXTB0AJXgkCCLYFpwMcA4oENwezCdUKYwroCCYHpwXCBLwErQVJB9UIjwkvCSEIHQepBsUGAAfiBjsGSQWuBA8FjgZ8CJYJ/QjyBtEEEAQdBQsHOghnB2oEUwDj/KT7Af3k/zUCLQJ2/3b7WfiS9+749fot/Dz80/u2++H7rPux+nL59PjP+X77rPwz/AX6R/eS9db1yfcn+pD7YfsE+qL4avjN+Sv8Lf6y/qX9JPyz+yT91P8hAqUCQwEq/8H9jf0I/lb+B/4v/Q78yPqG+Z/4cfgb+Vf6oftu/GX8hvs0+iT5Hfl8+uD8Kv8TAAr/t/yv+mD6Bfxi/qL/mv6P+x74Kvas9h758PuZ/ZL9ZfwM+zn6IfrJ+jT8M/4yAGYBXgFqAHP/W/9wAFACPwSVBQIGpAXXBA8EswMFBBoFwwaaCBcKzgqfCuIJUAmGCYgKrAshDK0L9wrsCuQLOg3HDboMMwpKB30F3AVLCGMLDA3TC/YHfgMGAekBQAV/CEQJ/QYOA5z/9P30/ZT+7v7G/mD+4v0d/d77cfqm+Tz6LfyU/j4AfACF/0D+rf1O/uf/oAGQAjYC3ABc/5z+4f6Q/5D/NP7o+/H5aflR+qT7KPxm+9b5bfjt95b4F/rS+xH9Xf23/JD7i/oe+lr6CfvT+2v8jPzz+336aPho9mP13PWH90P5wvlj+MP1e/Mm8zT1iPhE+xT8EvuD+cD4QPl3+oD71vue+zr72vpr+uj5nPn1+Rf7nPzK/Qv+Vf09/Lb7jvzk/vgBjQTABaAFBQXUBGYFfAasB6sIVwmfCZMJZwlkCbYJRAq8CtIKcwrbCYAJwgmsCs8LbgztCzwKHwj7BgEIMQv6DvgQkw9DC3EG5gPcBDwIhAuZDCMLfAhwBvwF2gYWCOYIHgnrCF8ITAeHBWMDmwHfADoB/gE7AkwBO/+p/H36YflX+a35hPmQ+Gf3BffY91r5cPpZ+jL53vdM9+H3N/lz+tX6M/r++O33lfcl+F75q/p4+3n70vrr+Sr5xvjy+Oj5v/sd/jMAHwF7AK7+zPwN/A/9Xv+JAf4BHADA/Lb5jfiM+aL7M/0t/Zb7W/mQ99T2Gvfi96j4JPld+Yb52flw+kP7NPwg/cv95f07/fP7o/oB+ln6SvsR/BP8XvuF+iv6j/p5+4j8cP0Q/l3+bP6D/gT/KgDVAZUD9ATDBRYGKwZOBsYGvwcXCU4KxQowCgkJdwiTCXwM5Q/REQAR7Q2cCjEJiQq+DeYQXRKxEa4PnA1dDAEMCwzwC3ALiQpNCdYHRwbMBKADAwMrA/UDxgTFBH4DWAFW/0b+Jf4o/nv98Psk+gP5A/nB+Tf6hvmj92T1AfQ/9AH2Tfjh+e75n/j19iv27/YG+Zj7u/3V/rf+iv2/+wX6F/lz+Qb7Ef1y/jz+Qvxb+Q73t/ay+P/7w/6H/zD+EPzu+sj7Qv4VAQIDhwP6AhICaAEcAe4AlwATAKH/bP9Z/yP/lf7O/RL9hvwT/Ib71Po/+if6tfqf+2X8rPyM/Fz8U/xm/Hr8iPyg/Kj8Yvyc+4P6jfk4+ab5l/ql+3/8AP0d/eP8j/yf/Ir9TP8iAQECWgG8/4j+Bv9mAX8EiAZUBisEngFtAFoBzQNkBtsHuAdZBp8EfQOHA7wEkAZQCHgJ4QmpCRcJiQhiCOAI8gkpC+oLxQvRCp8J7ggRCcQJZgqAChYKmQmVCTcKJAuSC8MKogj4BQQEpgOuBO0F9QUEBIgA0fw6+nD5KPp++4L8kfyJ+7L5qfck9qf1ZfYr+GX6MPyi/GP7GPk09wv35fjE+wj+gv4S/an6nPjb93344fk1+w78ffzR/Df9of3u/S7+n/55/6EAlQHQAUUBfAAfAGUA6AADAWcAT/9N/t79F/6O/pf+uP0K/Er6bfkE+sL7qP2c/ij+0fyW+z37yPuy/HP91v3W/VL9F/w0+jb4+PYS90v4mPm7+TH4tfXW89/z4fWp+Kz6B/v8+aL4K/g7+Yz7Kv79/3AAwf/R/pz+pf+wAQUE6QUDB3AHegdeB0MHVAetB0II3AhGCZgJFwoEC1YMrw2VDrcOEA7+DBAMrAvbCzMMLQyDC2YKXgnpCDUJCgr0CnkLNwv8CQUICAbmBCMFfQYHCMAIHwg/BqoDFwE+/6b+av8CAVkCUQJ/AJj9Hft0+vD7mP7NAFQBBwDQ/fb7UPvF+538JP07/Sz9Jv3u/Bz8rvok+Rv4xvfW99X3jPcy9y73u/e3+LX5R/pR+iv6XfpJ+9L8SP6x/nb9+/qZ+Mn3Ffml+879Of6s/A36qfda9ij2ffbM9vj2Mfd+95v3SvfI9sX20PfF+bj7mfzt+zH6g/jt98L4d/oR/L38Svwv+0j6SvpP+8v85f0o/sv9gv3n/RX/ugBcApQDKgQbBJgDAwPDAg4D0wPJBJgFCgYqBj4GmQZgB1YI/gjpCBAI+AZrBugGTggBCmELMAyGDI8MeQx8DOMMxA29Dh4PYA6fDI8KGwnUCLkJRAu6DGYN2gwdC8sI7waABq8HnAnCCuQJ7gYGA+3/2/7C/0sBygFoAKf93fod+YX4dvhU+A74+PdN+Ov4Y/lj+fj4hfhr+Mj4b/ki+rz6N/uP+777uftz+9X63vnO+DD4hvjN+U379vsj+zL5Z/cp9wv5V/xv/9AAEgAK/hb8I/st+7b7X/wn/Q7+rP5g/uP8v/oO+cL4+fni+0D9If12+yP5ffeD9zX5oftz/d/9Cf3h+1773vvo/J/9Wf0X/Hf6Uvkx+fb5APuM+zr7U/qM+Zb5oPpH/Oj9FP+o/87/1/82AFIBOgNnBQUHfgf/BksGQQZOB0AJbwsMDYoN2gx4Cy4KqgknClALeQwHDcwMAQwICzwK5wlICmELtAxdDZIMSwpdBw8FXARdBSgHSAipB1EFdAKrANEAeQJWBC8FswR1A1UCvQFmAcAAjf8Z/gH9mvyy/Lv8NPwS+7/52vjF+FD55/n8+Yz5EfkV+ar5WvqR+ir6mPmt+fT6N/1f/xkAvv7n+zT5P/iD+RH8Sf74/gj+V/zu+mb6zvr4+7/96/8CAmADgwN3AukAyv/c/z8BWgMRBVgF3AM/Acv+qv0a/k//AABh/579qvt9+nP6Ifu7+5L7nfqK+Ur5U/oq/Kv97f3Y/C376/nC+cb6c/zV/QT+q/xT+iH4G/eT9wP5hfpm+4D7JPvJ+sP6LfsF/CT9NP6+/nH+df1w/Cj8Af3J/toAiwJrA2ADpQKvAQwBMQFCAv4DzwUAByEHZAajBfkF8gf0Cn8NOg70DNgKkAn/Ca8LTQ2/DdgMTQsQCqQJ2AkOCtUJNwmmCHkIkwiCCAEIOAeLBjEG9QVYBQQEEAIVANf+r/4z/17/Qv7F++X4NPfZ95/6xP0K/139vPmW9u319vcs+5/9QP5W/fP7DPv3+m37EPy7/Gr99/0B/jL9m/vN+aX44Piu+nD99v8sAdEAhf9R/v79wP4wAJIBPgIMAm8BEgFMAc8B+AFOAef/Zf6K/b79sf6H/1z/2f17+2T5vPj1+Wn8mv4e/5X92/pl+D73ivev+N75hfpl+nv57/cW9nb0jfOd8270ffUt9iX2fvXC9LP03PUo+Nv6+PzY/YL9oPwT/ID8EP5VAHoCtgPBAyID3wLJA9AF/wckCa8IGwekBXEF3AY7CVMLMwzWCw8L2AqQC9cM5Q0nDo8NiAynC0ELTAuMC9MLJAyFDNgM4wxwDIkLnQpgClcLNw3FDpUOQgz3CLYGywa/CJcKUApSB+YCOP/E/Xf+8//CADwAuP4G/db7U/sx+/76oPpr+sP6lvs8/PP7i/qs+HP3uPdh+Vb7KvwU+4j47PWc9AL1YfaH97n3Kfew9gn3Qfi7+bX61/pO+rP5svmu+nn8Ov7h/tj9kPtV+Xf4b/mJ+179u/1L/Lj5LPe19cz1Qfdt+Xn7t/zY/BD87voe+iT6I/vV/KP+0f/n//f+ov23/Kv8U/0i/ov+S/5v/Uj8ZPtN+zT8qv3b/iT/jP7B/Zz9if4nAIkB0gH0AM3/kP/gAEYDgQV6BvkFwgTsAyoEZwUFB2AIMgmQCbkJ6glCCroKLQuPC/4LtAyyDX8Odg5TDa0LrgoyC/EMfQ5JDu4LoAhoBpoG1QhdC1EM/QorCIQFZwQABUcGyAa+BZIDWgHz/1X/5P4R/t780Ptt+8X7RfwR/Mj68fi79xP40vnC+478ufvx+Y34g/jE+Ur75Psa+4D5M/gB+N/4Avpg+mP5VPdg9eb0dvZD+Z/7Ivyr+mD46fZX95z5wPx7/9cAlwAp/2f9SPxc/Ib9G/8+AGEAb/++/fH7t/p9+jT7VvxP/cj9uP03/Wj8jPsA+xv7+ftH/Wj+t/4H/s/86/vo+4z8/fyA/CT7v/lQ+Tr67ftB/VL9NvwD+wf7xfyI//IB9AJuAi8BVQCrAEcCjQSTBq8HzAdXB9IGaAbvBVUF7gRLBZ8GTQgeCTMI2QWSAxQD8gQVCHMKfQouCAUF/wJSA6EFSAiACZoIZQZzBOwD1gQ+BgYHnwZPBfYDZAPJA6IEOwU3BcsEbQRUBDkEkgMSAhYAfP73/XT+F//r/p/9wftF+uf5tfoC/Mn8Wvzi+mT5Bvk0+lH8E/5r/kb9sPsd+0f8mP6UAPYAiP8t/Uf74/o9/Jz+twCPAf8Atf+L/v79H/7Y/goAeAGqAh8DoAJ6AVYA5f9uAKYB2gJgA+UCewF+/3D97vtv+/v7Ev3o/d798fzH+zT7nvua/Df9xfx1+0T6N/qK+2z9jv4R/iX86/m/+EP5APum/Oj8TfuJ+A72MvVO9o74jPpM+9L64vk++Qv5APn1+D75YvqA/Pr+uQDuALX/N/7+/dP/DgP1BesGqgV4AzkCGgPGBbMIVAo5CkoJ7AjVCYkL1AzUDKcLSwrWCawKNgxPDSYN3wtuCrkJ5wlXCkcKeglZCI8HgAcFCIYIZAhnB/UFyAR9BB0F/AUYBrwEJAJn/8793v31/sf/Uv+M/Vv7//k8+s77kv00/iH99foI+Yn4wvn5+/f9yf4w/qb89Pq/+VD5nvlq+lD70/ub+7L6lfnc+OP4r/n9+nf8vP1y/nf+/P2G/aX9o/5EAOEBwAKOAqABtgBfAHwAWwBS/139N/vl+f75RvvJ/Gn9efw3+r73bfYa93j5JPxz/Yv88Pk099n1Wfby92H5xfkY+fP39PZT9uT1g/Vh9ez1V/cq+W76Rfq3+Oz2gPZl+A78s/9+AegAEP/i/aP+FAHBAygF3QTDAz0DEwTVBUYHcweCBpIFxwVjB5YJNAufCzIL1wo9C1QMeQ0TDh8OGg6JDnsPfRDmEEwQ5A5+DRsNMQ4zENAR1hENEFgNJAt/CoALPQ1IDowN9AqSB+kE/wOwBMYFzwUCBNEAjf2M+z37//ur/G78OvuY+T/4sPcK+AP5Dfqg+ob63vn3+Bj4ZPfl9pf2hfa89iv3h/dp96L2jfXf9B31JfY796f3Sve89sz26ve7+V77BPyP+6P6M/rb+nr8SP44/5f+gPz1+V/4sfiu+g/9XP7b/fz78Png+Ez56fru/JT+ef+w/3n/BP9g/qr9Pf2E/Yz+uP/3/4j+sPvM+HP3Z/jy+lv9BP6I/Pj5FfgL+Kn5m/uM/C78Y/t4+xL9rf8CAgkDsQLqAdgB+gLRBF0G5QZoBpMFNQW1BesGSwhjCR4KtwphC+4L9As4CwoKNwmBCRELNw3LDtUOJg2ACi4IUQc2CC0K1Qv2C1AKygfqBbsFIAf7CAQKnAkNCC0GxgQ1BE4EnASgBBAE5QJbAeL/6/6p/tv+4/4z/sD8F/vq+ZD52/lU+rH67voj+0T7G/uL+sH5L/kn+Xn5kPnl+IT3IfaS9UH22Pdt+RH6YfnS94j2qfaC+DL7Nf1k/cv7qfml+MX5zPxNAJMCnAKuABH+KPyl+1T8c/1T/p/+YP6+/c/8sPus+lD6FPvb/Mj+pf/V/uP8Nfsg++j8k/+KAa0B//+l/RP8BPwP/Rb+Lf5V/WX8Rfws/X/+TP/6/rb9SPyW+xf8jP0p/x4AIgCT/x7/Of/e/7QAcQH8AW4CzgLxApACfQH2/6v+d/7R/1UC2gQYBncFgQOmAVQBFAMlBuwI/gkDCeMGHQXPBBgGIgjSCWsK6wncCOsHlQfqB58IOAlJCbYIzAcSB/0Gigc+CGIIgwfGBdIDZALTAfYBVgJzAvwB1wAy/4H9X/wz/OH84f2D/mb+nP2a/AH8TvyT/V//1AAcAdz/k/11+7X6wfvT/W//Vv91/ev6UPmn+bL7Lf6n/3j/E/6X/PT7Y/xt/Xb+Pf/h/4cABgH/AD8AIf9m/q/+7f9GAZoBQgCn/R37Efr9+gH9g/5f/rr82voe+v36wvwT/vr9j/zi+hz6n/qz+zf8fvvI+fj33fa89kH33Pcc+Or3bffX9j72s/Vm9Z31iPYO+MH5F/ul+2T7xfqR+pD7//1MAUEEngXiBLwCtgBVAB8CTAVBCJsJ9wghB34FLAVnBncIVApDCzULogoXCvAJKgp9CoYKCwo6CZEIiQg3CTMK6Qr9CnwKxAk7CRsJZgn1CY8K5gqdCoYJ0AcZBhEFEgXtBfcGZAefBpME0AFT/wX+Nv5t/6sA7AC//4r9ZPuA+mT7fP12/xIA8v7F/Mn6Dfq/+iL8F/3b/JL7CvoY+QP5ePn5+VD6nfoO+4n7u/tn+736YvoA+7L8u/7w/4j/2P0f/K/74PzA/sr/BP/G/HH6bfki+rD7nfzi+635O/fw9Vb21fc6+a/5QPmo+KD4YfmX+rb7Tfw2/Iz7kfqJ+Z/4Afjl93z4s/kV++v7ovsu+i74qPaF9v/3avqD/DP9Qvx6+ir5Xvk9+wr+nQAQAigCWgFqAPr/SwBVAcgCNQQ1BaoFzQUCBosGUQcHCIMI6QiMCasKKgyfDZUO3g6dDigO0A3IDSIOzw6bDzAQORCEDzMOuwzQC/8LVQ0zD4kQXRBfDiML6Af5BeoFQQevCNUIGgf7A8oA5P7u/lUAqQGAAWz/Q/yB+T74mvjW+e76OPuv+tX5Pvke+TT5I/nO+GD4B/it9xv3QfZq9RL1ifWl9r/3HPhw9zH2UvWT9QD31/gZ+jP6dvnu+J75svtF/vz/BACv/if9qfyt/ar/cgEJAjsBvv+S/k3+u/45/0T/1P5D/vD97f0E/vH9tf2i/Rr+GP8WAFAATf9G/R774vkb+mf7sfzg/Jb7cPmb9w/3+/ey+TT7xftT+1H6V/nX+BH5DvqY+zf9cv4h/3v/4f+CAFQBGwKdAsACqAK/AmkDqgT/Bb0GjQa2BegEzgSvBVcHLgmACtQKIgrRCH4HzAYgB3oIVwrbCy0M9wqoCFwGWgVdBg4JDQy5DS0N2wpBCOkGcAcnCaMKsQohCcYGzwT4AxMEWwQIBOYCWgH6/xr/kv4K/kr9cPzF+2z7Qfv9+ob6Hvo0+gT7QPwg/ev8k/vf+fH4bfkB+4D8u/xN+/j4JPfs9mL4hvoL/C38HvvH+R75nvkS+9H8Iv6v/pz+Vv45/l/+rP4D/17/vv8NABgArv/I/pz9n/w9/KL8eP0C/pz9Svzb+nT6qvsE/kEAMgGHAPL+nP1k/Vf+x//CALwAxP9p/lL91/zv/Eb9dv06/YD8fPuR+h76Svri+m/7gPv4+iv6s/kE+hj7cPxb/W/9y/wC/L77WvzC/Xv/2QBdAeUA0P/F/mb+Af+CAJECogQPBloGfgUZBEADzwPYBXkIXQqJCgsJ7AadBf4F1QcEClgLXguOCtkJ4QmDChsLEgtoCp4JPQlbCZIJZAmpCKoH0gZQBu0FSQVBBCkDlwLTAnQDjQNlAiQA5f0D/Rf+eACOAuMCHAE0/tP7Ovt5/IL+6v/N/0D+JPx2+sL55/la+pn6aPrc+Sn5iPgw+Er47Pj/+Un7evxJ/Yf9Pf2y/F/8qfyh/eH+y//x/2T/oP4q/jD+a/5j/sX9o/xh+3r6Lvpu+uv6SvtT+wP7lPpQ+mr6zPon+yf7qfrY+Qz5mfij+BX5lvm++Uz5Zfh19+/2Dve496b4dvnP+Yn54/h0+Nf4Nvou/A7+RP+V/yz/ff4l/qn+NQB6ArwEJwY8BhsFhAOEAuACpgQJB9QIHgncB+8FowToBLQGFwnaCk8LqwrBCVUJkgkOCkEKAgqpCbMJWQpXCyoMdgxFDOULnwt4C0AL1ApiCkgKtQpJCyoLtgkpB6sEjQNOBB8GWgeRBo8DkP9//Mj7bf0AAKkBUgFD/8X8LfsV+yL8e/1a/m7+2f0J/WL8Efz++/D72fvY+wH8Kvzu+wb7n/lX+Mn3Jfge+Rz6r/rF+p36jPq1+vj6J/ss+xf79/rS+rX6uvry+kP7XvsD+zH6OPmX+Kj4V/ki+l/6v/ma+LP3uPfI+Gj61vtz/Bb8G/su+ur5hfqv+738FP1//F77XPoB+l/6I/vO+wL8ivtz+hj5H/gc+Df5BPu//LX9nP26/L/7gfuC/KD+FwH2AqMDQQOLAmsCZANBBTUHdgi9CHAINAh8CD0JEQqOCpMKagqJCjcLRww9DbYNqA1TDfoMqAxWDBEMFgyXDH4NTg5fDlMNewvFCT4JWQp0DCoOGg7nC3oIegU2BNwEcQaQBzsHWgWiAhsAif4F/hD+CP6Y/dv8K/yy+037vfrw+S/59Phq+TD6hfru+av4gPca94P3MPiD+D74lvf99sX28fY19z339Pal9r32hPfr+KL6R/x7/Qj++f2v/bL9bP7e/5EB3AI1A3oCAwF7/4n+jv5b/0UAggCi/+j9M/xh+7b7tPyC/Yb9wPyp+876hfrG+lj77vtT/GD8FPyJ+/H6jvqI+tr6T/uJ+zf7QvoF+Sr4P/hP+cD6u/u5++P68fm1+Yb6H/zF/dX+JP8N/yP/uP+uAKEBOAJrAn8CwAJIA+oDawS0BNcE+QQXBRoF8gTJBP0E5AVqB/gIsgkOCWAHyQWNBSwH/AmFDHkNgAxaClkIkwddCD0KMww3Db8MCQsJCcIHqQdgCCEJQAmTCFEHygU7BMMCgAGXACcAHgA5ACQAv/81/9f+yP7X/rX+Sf7C/W/9fP3O/RH+8P1J/VH8e/sk+1v70/sZ/NX78fqh+VP4g/d79zP4Vfl8+lX7rPtd+4P6mPlN+Sj6Dvw3/qf/wv+0/kf9Y/yF/If9xf5//1D/Wv4v/Xr8nPx2/Yv+Wf+l/5X/av9M/z3/M/89/2H/jP9//xX/bv7u/ff9lf5c/5z/z/4B/en6efky+b/5PPrY+X/41/a/9bX1kfaw9274gPgZ+Kn3j/fh94v4dvmW+sL7pvzs/Iz8B/wZ/ED9Qf8vAQcCWAGz/1f+Zf4lAOUCaQWwBmgGFAW5A14DhQTSBkcJ1woPC1oKkAlnCQoKKgtaDE0N4g0NDsgNJw1rDPMLCwyxDIkNFg4LDnANlgzICxoLYApsCUQILAdxBh8G+AWmBQAFGQQlA1UCyQGHAXUBTAHCALP/M/6P/C/7dPqW+m/7efwB/Yv8Hvs3+Yf3sPby9h74mPmu+u76Wfpd+Z/4svjC+Wn74PyC/Un9vfx8/L38R/3B/ff96v2i/Sz9i/zI+wT7ZfoL+vX56/m/+XL5RPl9+RT6qPq0+gH62vj19//3IfnX+jT8f/yp+1n6ePmb+an68Pug/Ef8Bvt2+Tz4uPfy97H4nvli+rr6lPol+uf5V/qi+3D9DP/R/43/lf6i/XP9b/5hAHoCuQOXA24CSQEiAT4CHATZBc4G4wZ/BjgGZQYMB/kHAAkHCugKZAtTC+YKlArPCqwL0gy8DQ4Ozg1bDSYNXQ3IDQQOyA0yDZkMUwx9DOsMMg3mDMoLBwoYCIsGrQVpBWkFTgXWBOoDowJJAUgABAChAMYBwgLZAsMB1//n/cj84/z//VL/6v8t/0H9+PpQ+dT4TPkB+jn6qfmO+GP3ivYZ9uf1yvXB9er1XPYD97D3RPi8+DT5tfko+mv6avpA+if6QvqC+qn6efrb+QP5YPho+Ef5t/r/+278x/t8+mf5Pfkf+pj77PyN/VX9hvyQ+9X6nfoD+9/7wvwO/V380foJ+cz3j/dH+G35Tvpj+qf5o/gr+NT4k/q//Hr+Q/8q/8j+zP6W/wABfwKAA8cDfQMJA9MCFQPYA/EEGwb/Bl4HOAfSBpkG1gaBB0UIswiUCA0IhAdmB+QHzwi1CRwK3glJCesIJAnfCZQKtQoiCjcJgwhiCMIIVwnWCR4KFwqqCbkIUQe8BXYE3APvAzME/wPgAugAvf49/f789v1h/yoAmP/K/az7XPpi+mb7hfz3/Ij8ovvi+qP6wvrG+l36sPlG+Yn5aPpn+wX8Gvzo+8v7Afx//BL9jf3z/Xn+T/9YADgBlQFxATQBXgEYAgADZwPFAhcB6f76/Nv7vvt3/Jn9lP7d/jP+1Pxp+7H6DvtO/Mj9uv66/uH9tfzf+9D7kvzI/cj+7/4H/mv83foE+gf6iPrr+sP6B/oI+Uf4G/iC+Cb5m/mw+Yn5c/m2+XD6g/uj/HX9v/2T/UT9OP2q/ZL+n/9rALoAogCNAO4A+wF+A/cE7AUuBgcG6QUhBpoGAAcaB/sG6AYMB2MHzAc6CLEIKQmNCcgJzwmbCTEJnQgECKcHyQd/CHYJEwrCCX8I7wb1BQUGxgZJB70GCQXZAiwBrgBPAVMC5QKZAqYBoQAEAOL/7f/T/4X/RP9M/5n/4f/O/0r/ff6o/e/8Tfyt+w77lPp3+r/6G/sV+2X6Q/lN+A74q/jW+Qz7yvvO+0H7svre+if8Sf6HABUChALpAboAjf/S/rT+GP/C/2IAnAAkAAf/wf0H/UH9NP4z/5j/J/8q/iD9f/xm/J/8uvxw/MH79Ppd+iH6JPoe+sj5CPn49+D2GfbS9QT2cfbD9rD2J/Zt9f30RPVf9vP3WvkL+vD5dvlK+dz5Fft3/Hb92f3B/YT9fP3b/aL+sP/TANsBrgJJA8QDPATCBF4FDQbJBoYHIgh9CI4IiQjXCM0JXgsGDQ0OCg4+DXoMlgzRDZwP7xAGEegPbw6lDQcONg9AEFAQQA+bDSsMYAsIC5MKign2B0gGAwVTBPYDgAOxAqQBtgAvAAwABwDb/4H/O/9D/3//hf/j/or99Pvd+sL6g/t2/Mn8Dfx2+r/4tfe/96n42Pmg+qv6Dfox+Zz4sfiK+e/6dPyq/UD+Gf5N/TT8Q/va+hL7ovv/+637l/on+Qj4v/dF+BX5k/mD+ST5/vhq+WD6hPtl/Lf8efzt+4D7jPsk/Pv8iv1Z/VD82Pqv+Wz5F/og+7P7UPsQ+n/4Q/fA9gb31fe/+Fr5e/lN+T35ofmD+pn7efzo/P78Cv1P/dH9XP7I/in/xf/DAOwByQIYAw8DPgMeBJ0FKwcTCPsHLAdtBoUGrQdnCckKJAt9CoMJEQmWCc4K/At3DB4MZwsGC1oLMAwADVYNKQ2/DHAMVAw/DOgLMgtHCoQJKwkYCdwIEwjIBncFnwRWBDIEnQNeAs0ApP9+/2UAugGHAh8ChQBu/rj88fv++1T8VPyV+xz6SPiz9tP1yfVH9tH2CPfG9h/2TPWm9JH0RPWz9nP4/Pno+iz7IftH++r74fy8/Q3+tv37/Ff8Mfyi/Fj9yP2Q/b381vt2+9/72Pzb/W7+Wv61/dj8Rfxs/F39mv5j/zL/Gv6u/JD7F/tH++H7iPzd/LL8KPyP+zT7LPth+7X7Dvxa/IP8ffxU/DD8PPyj/Hb9nP7L/5cAtAAtAHz/O/+2/6oAbAFxAcMAFgBCAJQBfQP8BGEF0wQVBOkDigSjBZwGFAcLB9cG1gYeB4MHzQfvBw0IUQi3CBIJLwkACbEIlgj1CMwJrwoPC5MKcwloCBMIdwjgCHYI9AbmBDgDkALgAokDvQP2AjsBHf9d/Yz8xvyw/bL+Qf8j/4z+8/3H/ST+z/5y/8T/nP/3/vP94fwn/AH8X/zm/DP9FP2O/NX7OPsM+3L7NvzX/Oz8fPwB/AX8u/zY/cn+Hf/J/iL+mf1j/Wr9dv1Q/dv8GvxA+6X6mvoh++f7f/yj/Fb80Ptd+z37kPtW/Gb9af7n/pT+ov24/G78y/xW/Yf9Mv2G/ND7RPve+mv60vlN+Uf5wfkl+sT5nfh19yv3B/iZ+Rf7x/t1+6n6Xfo9+wr93f7b/7n/zv7R/aX91P4CAQADsgMDA+8BkQFLAqkD4ARnBUQF5QTCBOYE/wTRBJ0E6QTtBTcHDQgFCFIHhwYxBpwGrwf1CNsJEQrWCbwJKgreCgQLwgn6BtMDXAIPBDMIyAupCygHzgCG/N78cgE3B1EKtgjVA5n/9f5SAZUDiQPhAdQAegHLAnkCg/4j91LwQvAI+oAIfxBCCoT5V+sj6yT5uQphEzMOwAAL9tb1Gv/HCQQOKwrIArb9nP0jAQkFlgYmBTYCAACu/7oA1QH4AacAKv4Z/Cn9rQLiCdQMcgcx/NTyE/Lw+fMDoAgUBWb8l/QJ8tr0svnD/Jr8evqT+Ov3EfhH+H/47/g9+av4L/e79TT1dfWj9Uf1l/TE88Py3PH78c/zqfbA+L346PbR9A30K/WV9/P58fof+oj4G/jw+cz86P0C/JX5/vqAAXYI3wi2AGf2FvS7/koRRiBnIjgX4gYU/Lj8owY/EnQYRxcFEqcNuwzWDXgNwgmfBA0CNgQ+CSkNZw03CkMFcAAK/ikAKwYdCw8JW//99B3zQPz9CN4NWgUC9Ubpa+u7+aII/wvoAMnvGeVW57PyQP0S/7D3ie3F6GXtefhnAsgEO/8X96fyd/Sj+kMB5QTjAzP/Zfpk+ej8YAFkAlX/E/zx/E0CHgg3CW4Dr/mT8vDzGf4UCzYTFRNPDVIH9AS/BsgKXA6WD70OAg5YDxQSVRP+EE0MGwltCiQPJRJdDrADBPiF8mb1dvyzAXECs/8q+3v1SO8k6pfnw+fJ6bPsgO/A8HrvkOyL6n7rGu/88rb03POO8uHzFPne/+MDnALx/d36W/0xBf8NPRIbD+YG5//U/y8HxhBGFrQVexLdELgQtg1sBQr91/7uD1YoMjfpMMUZRQIn+agAvw9nGyUeBBlsEP4I5wXfB7UMOhC9DqoHef7M+KX6+gKnC40Nigb/+6b2ufrvA94JIgjAAdT8efx8/24DwgY/CMAG2gKu/2sAFQV8ClkNDg2/C24MSxABFV0WqhNEE70dujKcQyc96BnV69HRlt8HDGQ2yD+xI8z46NlZz+3P1tMf33D22Q9EF3sDIOLcy77OF+W//dUJuQR/9MfkbN6J4Xznp+rI6v7pjejU5S3jluIX45bhHd5X3a3ie+ra7GfmktyB2Aze1+cn7CzmU9sA1zPfBe0r8tHnpdcv1JnmxAMAFBgH8+IowEC30M258jQM8wuX+JXlqeGG69/1h/Xv62bk7OcP9NX9A/3w84vsn+4e+eQD9wYgAXX5XPqxCGgdCynFIPIJkvf1+Y8PGCb0KvIaYAN69dH4vAfqFQwaihNtCVAE0geDEKoXZBlLF2IV/RSCE4AOXAjkB78RxiG0K5AkMg2B8wTorvC2BK8UrhbZC8n8FvKv72j0+PuAAQIC2/2L+Ib2IvqXAQUIQwl0BdoAmP/PAVsE+gSwBIcFHQffBpUDZv/F/fT/6QNxBuIFGANxAAkAWwIlBnYJDAujCmcI9QQ+AlED2wliE7EZEBdDCz39bPeCAGgVtynNL2IjbA39/Nf6bgNIDGIO+gqKB+4GNQdDBQ8Bbf1l/Cn97v3O/o8BjgbVCowKZwWy/1T+RAJLCJEMmA1xDD4Lhgs4DeMOIA8UDnMNmA7MEA4S9BGUEsgVUhrfHOwblxksGWQbxh0uHi4efyF4KG8tfCkPHDgNWwdJDiwc/yakKNchChdRDBsEe/8a/i7+Sf3l+Wj05u6b6ybrEuzn6xzpj+Qo4S7hpeMC5cLiL96B20fe5uVb7U7v/OoW5SrjYeb86tfstOuN6jfrGezn6iTosOYX6NzqYuyy6xDqM+lD6cjokuag48/iOOa87E3yOvN072Xqo+dk6Kvrte/d8gT0dPMp87j1/PvNA2YJpgoRCXYIjwuwEW4XwhnyGHgYlxv7IXcnWiemIIgXLRI4E5wXNxrsGK0VDxMMEZINwgfsAZn//AF5Bs4IkAYCAWP78va78TTr5eg48ooFwRT9EFb6qeGR2dXlFvqxBh4FYPkc7AvlS+dx78T1qfRD7YLlqeKr5X7rrO8O77LpMePE4Arl1Ox+8aPvcOqr56vpL+7n8efzqfUY+H35kveG8w3yyfZoALUJrA1eC9IGkgUsCawNuw6ZDbIPABZxF4gIdesz1eLbQv62IIglrAcl3n3HxdEH8gQPrhSOAeblT9YC3BTvNv+6AXv3OOjr27DXTNw65RTrI+k84QzaVdkt34rmNur66Fzlv+JT42vnle2Q86T3QPkY+dT4zfmT+2X8c/sB+h76y/zFAK4C0f+R+tr6KQfGG38q0iUwDhv0muuT+6IXVykeIaACc+Mw2wzwDRHFJLAeTgfD8fbrrvYkCKsTpRHxBMz5Kvw6DEgdxSEuGOYKoAT9BtsL6Qz4CMEDMwKQBnkOVRRnE+ELXQOhAPgFRg97FVEUdg0LB8MGlg04F50dWh2CF1QQNAwXDdcROReKGWMW5A7XCK0LrhmXK840ly3AGbMFPf0QBIIUcyM9J4YeHBIfDq8WXSNDJ5kdpw0VA+MDUg30F3MdQBz6F2IWhBoDIl8nFydtIl4dChtOHFEgFyU4KHUoESebJiMoKSpPKoIneyLpHJcY/ha0GK0cYyBCIWoePBlfFOcR8BFrEs8QdAyGB28F4QcEDWsQPQ5LBpz81fZj+Pr/CAj/CdYCB/YT7IfsvPf/BU0N2AgB/ALvC+kH7Aj0Bfq6+LrwT+hK5hbsmfTf+OH1GO5e5vXhJ+GZ4g7lz+cQ6uHqL+pf6ezpSevu6lnnquJi4enluu1M893yTu3x5jDk1OYi7Q7z+PQ/8oXtRur76W7rh+yc7NHscO5G8bjzSvTO8kjw7O1M7Hjrseta7SLwn/I486DxKO+v7TzuS/Az8hjyD+846gXndelb8v78zQHY/Ozx1+nI6iXzifuo/UP5SPMi8ZH0yPq1/hX9OPf78VLxnPSB92v28/Hj7UntAfDD86b2P/jM+HP4Uvff9cn0jfRS9Rr3n/kZ/H79sP33/bX/ZwLQA5ECKQCc/xMCewWmBnMElgDQ/d/9rQBOBM8FDAPh/CD3wfVt+dr+ngHL/x77Xfdb9wv7sv8TAs0ADv1M+YT3a/iZ+9P/TwN3BPICAwCi/e/8bf2t/Zr8Zfpi+Bj46/l9/Hv9x/u5+Pv20/em+b/5o/fv9V73TPsi/nz92/rl+Vf8ZADiAmICHgB0/g3/7wGABZkHOAdsBUgE2gR/BvYHkAg0CCgHJQY8BtgH+An6CkcK2gjwB8kHBQi8CDoKBQzGDKQLIwmfBkwFuQWzBzQKtgtGC2QJkAerBjYGlgVxBQkHNgq0DEMMMglfBpAGwglMDUUO8QsYCJAFSAbYCZUNYw46CxkGXALkAeQDJAbuBtsFVwM5AMv9Z/1s/7ECQAW1BSUE5wGoAEMBDwNrBDUE5gIMApcC+APaBJMEegNHAokBmAFoAlgDcgNZAs4A/P9HAAABRgH0AJQAmgAVAeYBzgJkAy4DLQIyAT8BhQIfBPUE5gTLBFgFXQYkB2MHgwcbCEEJcwoRC+wKdgpWCtsKkAuMC2YK1wgiCMUI0wnqCYkIiwZDBUQF8wVEBsAF2gQ5BAIE5wOtA3sDbAMlAzkC7AAyAMIAPAJ+A8EDFAMGAgsBZQAyAGsA1wAgAR0B+QDwAAMB+QCwAEcA/P/U/6H/L/+f/kj+af7+/s7/kwDpAG0AJ//b/YH9VP58/9//Q/9//pz+xP8RAVgBLwBZ/jj9uf2k/94BQAMrA68BeP+J/c/8e/3r/jkA4gCxAJP/of2E+zb6SPpv+8/8ov1t/Q384vnn9zf3M/g2+hf86fxf/Mb68vjz9334YPqg/Cr+d/6v/Wv8bPtB+w38ef3u/u3/SAAkANb/sv/z/6cArAG5AnQDngNOA9ECbQIrAhMCUAIMAyUEIAV0BekEsANYApgB7AEdA14E1gRRBEADSgLVAewBTgKWAnQC9QFkAfoAmQATAHz/Hf8V/yP/0v7o/ZX8WPum+pz63frr+pf6E/qe+Tf5rPj591f3D/dA98T3SPhu+AT4RPes9pP21fYe90z3lfck+MX4Efnf+HH4NPhU+K74Bfk++Vr5T/kR+bz4r/g++U36Pvtv+8b61vlp+dX5t/pK+xj7aPoF+n/6jftc/FP8rfst+1v7E/zO/CT9GP33/AH9QP2G/Zn9c/1H/Vj9uP0z/mv+Hf5Z/YD8C/w8/Ov8sP0w/kb+//2B/Qz96/w9/dn9Xf58/j3+9P3w/UD+r/77/h3/TP+//1gAqgBlALn/Qf+K/5cA3gGwAsUCZAIhAl4CCAO9AyoERAQ2BCsEMwQ2BBsE4wO1A8wDOATJBDsFaQVeBSsFwwQzBKoDdwPAA1kE4gT8BHwEmgPCAlkCcQLJAg8DHAPdAk0CYAFBAFb/F/++/wkBTgK8AtwB//8N/v38Nf1Z/qX/dAB7AMX/qf6n/Un9xP3B/n//WP9R/hf9efzJ/Mf97P7X/18AeQApAJX/B//U/iD/0f+hAEgBowHBAc8B7AEWAjsCXwKoAjoD+wN/BG4E3ANdA34DRQQyBccF+AUFBhAG7wV7BeAEiAS3BEwF0wXkBWQFqAQeBP4DEwQBBJ4DGAO5ApoCmgKIAk4C9QGnAY4BowGtAWsB3QBVABgAHwAkAPb/n/9S/zP/Q/9j/2H/Gv+a/jP+QP7m/t//swD8AKgABgCP/5j/EgCaANcAyAC6APAATgGAAUkBzgBtAGgAswAGATsBYQGOAaEBWgGoAO7/uf9CACkBvgGkARIBlACEAMsACwEMAe4A7AApAX4BowFjAb8A9/9w/3X/AQCtAPYAtAAzAPz/RwDcACwB2QABAC3/6/5m/0sADAE1AcoALwDl/xUAgQC9AK0AkAC0AB8BigG3AaABbwFXAYQBBwK0AiUD+QI8AnIBMQGyAacCegO1A0UDiwIbAkcC2QJBAx0DhALnAakB0gEvAooCywLvAuUCnwIvAsYBlAGJAWkBDAGXAFsAewC6ALQAPACT/z7/lf9ZAOUAmgCF/1T+1f1Q/lz/PgBhALb/qP7V/Y39pP2n/Vv98vzA/NL84fym/B38lvtz++H7tfxv/Yb90fy5+/T69/qt+5f8OP1q/V79YP2N/dD9+f30/cL9fv1M/Vj9wf1u/hD/W/8y/8j+ev6a/in/xP/l/1n/jP43/rv+vP95AG0As//V/mD+hf4J/3X/af/k/k3+Df5F/q/+7P7Y/rX+1/5M/8T/3P98//3+1f5A/w8A1wA7AR8BqAAwAAEAJQBzALAAyADFAKoAdgAwAPf/5////x8AMwA7AEQARwAvAPP/qP+I/7n/MwDOAEgBZgEMAWoA8/8eAPQA8AFhAgwCWAHmAAMBcQG9AbABdwFaAXcBpAGbAUABvABZAEEAXABxAFAA6/9Y/73+Sf4o/l3+u/7p/qz+FP5//Uf9eP3T/Q3+Df7l/bb9kv14/W39ef2h/eL9MP5m/mb+Kv7Z/bv9Af6j/m3/EwB0AKEAsQCtAIUASAA7AKQAgQFoAtECeQKaAdAAogAxARMCtgLDAlwC2AFyATUBHwE3AYEB3gEeAiUC/AHMAa8BtQHQAd4BxwGUAW4BbgF+AWQBCQGZAF8AcwCUAGUAxP/v/lP+MP5y/tL+Cf8A/8j+hf5O/i3+FP76/dv9uP2T/Xj9fv24/Rz+ff6j/n3+Mf4L/jz+sf4m/1n/UP9K/3z/1v8TAAkA4f/3/4QATgHJAYMBmgC+/6r/igDNAZACTgJLAUgA9P9oADUBvgGsASYBogCFAOgAjgEWAj4C/wGbAWYBgAG4AbcBVwHRAIUAnwD5AEYBVAElAdwAkwBYADAAKgBSAJMAvQCkAEsA5/+k/4T/Yf8j/+n+7P4z/3b/UP+g/sL9Xv3W/eT+xP/T/xv/Q/4B/oz+lv+NAAUB6AB/AD8AeQAVAaYBzAGUAWkBpgEwApYCfAL5AXcBVwGqAScCagJCAtMBZAEsAS8BSQFkAX0BkQGMAVcB8AB4ABwA+f/9/wMA7f+8/4z/c/9m/z7/4P5c/uj9uP3Y/Rz+UP5O/h3+3/21/ar9sP2t/Zb9gf2E/aL9u/2t/XX9L/36/PX8O/3R/X3+1/6g/gX+gf17/fD9lP4Y/1X/Uv87/03/sP9IANAAFQEoAT8BeAHJARgCXAKZAs0C8gIIAxQDHwMmAygDFQPvAr8CmgKWAqsCvwK0AoECMALPAWsBDwHOALAAqACWAFkA8/+H/0T/Pf9e/5D/uP/F/6j/Xv/4/qP+jv7D/hf/Of/x/kX+kP0y/VD9uP0Q/hP+xP1d/R79Hv1D/Wf9if3E/Sr+nP7n/vT+yP6G/lz+cv7a/nX///8/AC8A8P+z/5//zf8qAIcArQCUAGcAUgBkAJAA0AAfAWEBbAE3AesAyADfAAUBAAG9AGIAIgAYACwALAD6/5//Q/8M/wD/EP8j/y3/Nv9G/1j/ZP9q/3b/lf/H//b/CQD0/7X/af9G/37/EgC0AAABywBbABsAQgCrAAYBIwELAfEA9gAZATsBOAEGAcMAqADWADgBkQGyAaQBkQGSAZ4BoQGSAXsBZAFVAUkBOgEXAewA9wB4AVkCEQMSA2QCowFxAdYBWAKIAmUCQQJVAoUCgQICAikBdABlAOsAWwEGAe7/y/5W/o7+2/64/jP+tv2Q/Z79ef3g/Pv7W/uJ+3H8ZP2i/RT9VPwQ/Fz8zPz7/Oz86fwj/Y399/0z/jD+Dv4L/lP+1P5Z/7P/0/+8/3n/L/8d/2f/6v9NAGgAYgB8ALwA6ADHAHgAUwCiAFIBBAJcAj8C0gFOAekA2QBGAS8CNwPWA7YD9gIQAoEBdwHHASUCWQJcAlUCUAIrAsEBMgHlACUBvQEYAtAB/QATAIH/Z/+n//H/8f+E/+P+d/50/qL+nf5R/gT+BP5i/uT+Sv9n/0D/AP/r/if/nv8BAB4A/f/U/9n/HwCTAPoAHwHmAHwALAAtAHkA1wAJAfQAnwA2AOv/2//8/yoAPgAhANn/hf9V/1//iv+Y/1//6f5g/uj9n/2b/eL9S/6G/mL+/P2l/Zn91v1A/rj+Jv9t/3D/M//g/rf+9f6l/4cAIwESAVsAcP/e/u7+cv8NAHYAkQB0AE0ARABwAMMAGgFUAWsBdQGGAaMBwAHYAfUBJAJeAooCnAKjArYCyQK9AnwCHALKAaoBuwHjAQcCFQIBAsYBaAH0AI0AYgCTAPwARgEgAZMA8f+I/2H/U/9H/0T/T/9N/xT/l/76/Xn9Sv17/ef9Rf5g/kD+Gv4X/jP+Tf5U/lH+Q/4f/tz9nP2N/c79VP7k/jX/Hv+r/iX+4f3//V/+u/7j/tj+t/6g/p/+rv7D/t3+/f4j/0r/av9w/1D/A/+p/nz+tP5Y/ycAygD/AMoAZwAiADUApwBMAe0BZAKuAssCrgJNAs0BfgGmAT4C5gIpA8UC2wHdAE4AdgAvAQICcwI/AoABewCN/wn/I//Q/7QASAEmAU4AJv80/t/9QP4e/wEAdgBBAIj/tf4z/j/+0v6w/4QA/AD5AJwANQAPAEgA0QB3AfsBJQLnAWsB/QDZAP8ASQGOAboB1QH2ASgCUQI2ArIB9ABuAHEA2QAoAfcAUwCc/zD/If9E/1n/Sv8h//T+vv5r/vr9pf2v/Q7+Zv5R/sX9J/3k/Bj9ef2t/Yr9LP3X/Lv82/wS/Tj9Qf1H/Wr9sv3+/R/++v2l/Wb9f/0H/tL+m/8fAEgAHwDU/6T/vP8iALoAWgHhATkCWwJOAi8CJAJKArACVAMHBH0EcwTnAzQDxgLTAkED2ANZBJQEYgTHAwYDhQJ8AsUC+QLGAjkCpAFYAWABfQFhAQUBogB7AIsAigA2AJb/8v6U/ob+nf6o/pf+fP5f/jb+7f2J/TD9FP1B/Z798P0B/r/9Q/3L/Jr8zPxD/a39x/2C/RT9z/zy/If9Vv4E/0r/F/+x/oP+2v6q/5cAKQEaAYUA3v+o/ywALwElAocCOwKbASUBGgFeAaEBoQFkASkBHwE4ASwBwwAfALP/2/+FADcBZgHrABsAiP+H////eQB/AAMAY/8g/2n/AABzAH8AOwDw/9D/1P/E/3b/A/+0/sX+I/98/4T/L/+9/n3+lf7m/jL/RP8X/9H+qf6+/gf/W/+c/8v//P9BAIcApwCUAG4AewDfAIABGAJwAooCkwKwAuMCFAMpAx8DDgMJAwwD+QLDAoQCZwJ+AqUCrgJ6Ag0CeAHWAEIA3P+r/6f/uf/T/+7/+f/c/43/LP/r/un+D/8j//j+kf4c/sH9fP01/dv8kfyP/O78df3E/ZL9/fxw/EX8hfzm/Cb9Sv2C/ef9Sf5l/iT+vP2H/b/9VP4G/4r/vP+o/3n/XP9m/5j/7v9LAH8AXwD8/6j/wf9TAA8BjgGkAYABYQFYAUUBEgHcAN0AIwFkASkBOQD3/j/+y/6CAHQCdwMOA7IBWQC//woA+QAtAlQDHAQ+BKYDlAKMAREBTgHtAVkCLQJ+AbkANgAAAPz/HgB7AAIBaQFpAQUBkQBwALEADwExAfkAoQB+AKQA0QCrACEAfP8b/yH/Y/+W/5v/e/9Y/0P/Rv9m/7X/KQCLAIEA3//y/mL+uP7h/zEB3AGOAZEAnP9E/57/MABxADUA1//K/xkAdgCOAHkAkAACAZIBzQF1Ab8AMgA/ANQAWAEgAQoApv61/Yr91v0L/uT9fP0j/QT9J/1y/cH98f33/eL92P3z/TH+bP50/jf+2P2k/eL9nP6B/ycASADk/zD/fP4O/ir+5/4fAFcB+QG1AcgA2/+W/zUAWAFCAlACYwH6/+v+1f7E/xcB/gH5ASYBHgBw/03/gv/E/+7/EABEAIsAzgDuAN8AqABeAB8A//8EACEAMgAVANP/nP+r//r/LQDb//v+EP6y/f/9dP5d/oz9jvw5/On8Iv7s/qD+bP0t/Lj7Lfz+/Hz9cP0t/TL9of02/oX+aP4c/gL+V/4P/+v/qwApAVUBSQE9AWsB3AFiArkCwwKcAnkCfgKtAuwCFAMMA+ICtgKXAnMCJwKtASsBwAB0AD4AFQDz/8L/cv8B/4z+Of4R/gv+E/4a/iD+K/48/kb+Ov4W/uv90/3I/ar9Xv0S/S/9Gf7C/5IBsAKiArsB6AD8ABACiQOdBPIEtwRfBDwEYQSWBI4EIQR6A/cC0QLlAtkCfgL+Aa0BugEHAkcCOwLhAZEBsgFhAj0DrANvA9cCcwJzApYCigJHAgkC5wG7AVQBwABKADIAdgDdABcB7gBrANH/WP8E/7L+Uf4T/jr+tf4M/8X+1f2x/Pn7+PuD/BX9Jv2I/In7w/qs+kH7F/y4/P78D/0a/SH9Bv3J/Kz8D/0C/g3/Y/+V/gr9wfuN+2j8fv32/aH9J/1g/Yz+FgAZASUBpQBqAOwA/wEjAwQEmQTsBP8E0QSFBEsEPwReBJQE0wTuBLoEMwSeA2kDygOUBEwFegX6BBsEbwNpAwUEugTmBEQEHQP2ASsBywDFAPEACAGqAK7/Wf5H/ev8JP1p/UD9rvwa/PP7P/yX/Hn8xfsH+xH7QPwL/k//TP9O/mn9f/2C/pz/8P9T/1z+4v1X/nD/ZACNAPT/Q/87/wcAHwGyAWMBiADh/+j/fgD9AMgA2//M/l3+1f7F/2IAMABZ/3n+EP40/pf+4f7v/s/+o/6I/on+mP6M/kD+vP04/fv8If2B/b79jP3X/Or7Pfsx+8T7hvzy/NL8evxz/P78zf1I/hn+h/0y/Yb9SP7M/on+of3J/L/8qv0A/+L/zf/v/gH+q/0k/hj/CgCuAAsBWgHSAYQCSwP1A14ElATABAIFTAV4BW0FPgUMBfEE6ATdBL0EdgT7A1QDlwLjAUUBygB8AGoAcQBKALj/z/7x/XD9RP0v/Q/9D/1s/Rf+qP6o/gL+Gv2J/K/8af0r/nT+Lf67/aH9EP7P/nP/rv9y/+f+X/4o/mD+xv7j/m7+of0K/RH9j/36/d/9Pv18/AT8+/su/Ef8EPyp+2T7ifsF/Iv80fzS/Mb83fwb/XD92f1U/s7+Jv9V/3b/lv+Z/0f/o/4X/kL+fP+HAZgDywS/BOEDHwM+A1QE3wVHBzoInQhcCIEHcQbiBVAGgwemCPoIWQhGB20GKwZlBrQGyQajBnoGfAaQBnoGJAa1BXEFbQWVBbYFlgUOBScENwO6AuYCYQOEA+wC3gEFAeMAWgHKAZUBsAC2/1z/wv82AOX/tf6N/Yb92v6ZAGwBqwDk/lv9AP3L/c/+G/9y/m/93vwR/a/9KP4u/uH9lf2V/fb9iP70/gP/z/6y/uH+Nv9T/wr/n/59/sv+OP9N/+b+YP5Q/vH+2/9OAOH/4P4T/gv+sf5w/8f/lv8X/4v+IP7n/e79NP6j/gr/OP8N/6X+Qv42/p/+Vf8JAIoA4wBIAc0BUQKNAlYC0wFkAWABxgE5Ak4C4QEyAZ0ATgApAP//xP+W/5b/q/+N//v+BP4g/eD8df13/ir/F/9p/s39zf1c/uP+2/5F/qj9j/33/WD+QP6N/cP8dvzS/HL9sv03/T/8gfuk+6/8BP7F/ob+lf2v/Hz8DP3z/aj+7v7y/gT/QP95/4T/Y/9A/z3/Vf95/6L/uf+V/xf/Zv7u/RH+z/6z/x8Ay//v/iD+2/0n/pj+t/5j/ur9vv0N/qD++/7M/jP+s/3L/YD+Q/9k/7L+qP0V/XL9fP5s/5L/1P7H/UD9r/3I/rn/1/8e/yT+nP3Q/YX+Pf+e/67/y/9LADUBKAK6AsYCiwJWAlwCqAI1A9MDIgThAzoDvQLdAn0DFgQ7BPIDjANbA34D1gMkBB4EswMiA8sC1gIaA0wDQAPyAoICHAL5ASUCZAJeAvUBaQEdASYBSwE3AdAANQCr/3j/v/9kAPwAGgGdANv/Sf8k/z7/Pv/x/m/++f2w/Y/9df1A/dr8TfzI+4H7e/t4+y/7nPoW+gH6Zfrp+iH77vqf+qn6UPtp/H/9Lv5i/lz+Yv6R/u7+fP9BABIBoAG1AXgBXgG3AWgCFANsA3cDbwOJA8YDCAQyBDYEIgQYBDwEpgQ+BccFBAbsBbIFpAXvBX8GDAdAB+kGJAZOBc8E2gQ9BYwFbAXIBM8D0AISArUBrQHMAdABmAEsAbwAZQAYAKv/Df9u/hn+Nv6R/sD+cf6z/ez8j/zJ/Gb9EP6L/sj+wf5s/tb9TP0+/d/94f6+/w8A3/9y/xD/9f4+/+f/sABAAVsBHQHdAP8AoAGQAmkDzAOYAwUDcAItAlYCwgIgAyADnAK+AfAAiACQAK0AeQDU/wH/YP4i/h3+C/6//VL99/zI/Kz8f/w8/Av8/Pvh+2r7hfqT+Sf5iflo+hr7IfuM+uH5sPkw+h37/Pt0/In8evyG/Mz8Sv3t/Y/+BP9G/4L/6P9fAI0ANgCc/1D/rv97ABwBIAGoADYARwDmAK0BHAL8AYcBLAErAWwBqQG6AbABvQH2AUICcQJtAkQCGQIBAvYB5gG9AWwB9wB8ACcAFgA5AGUAawAsAJX/uP7Q/TX9I/2M/SX+nP66/n/+Fv7E/bb91f3Y/Zn9U/1s/fb9lP7F/mP+zv2N/dP9Wf6Y/kL+hv3m/Mb8I/2f/eL91f2b/WT9W/2Y/Rf+qf4M/yD/BP8K/2z/FgDCAB8BIgEIASABewHZAe8BpgE1Ad0AuQCrAI0AWAAhAAYAAwABAPr/AQA/ALEAHQFDARkB1wDDAPoAVQGaAaMBgwFjAVoBVwE4AQMB4gD6ADUBTwEPAXYAuP8U/77+z/4w/6r/9P/q/5j/MP/m/tH+9P5B/5n/1v/k/9H/yv/w/0EAnQDWAOAA2QDpACIBcgHHARgCagK8AgIDIwMcA/wC4wLsAhEDLwMjA/cC3AIGA2kDtgOgAxwDfwI8AoUCJgOjA50DDgNFAqMBSwEmAQgB6ADTAMUAnQA/ALv/O//g/qv+jv59/mz+SP4I/tP90/0H/i7+E/7B/Xn9av1+/Yf9fP1+/a/9E/6U/g3/Wf9b/xf/w/6x/g//1P/AAI4BGQJfAnkChQKxAjEDIQRXBVQGfwaQBd8DVQLPAYECuQNqBPgDrgJUAXQACgDI/3//RP8z/0z/bP94/1z/G//b/tL+D/9T/0D/uP4E/oz9hP28/dv9r/1M/e78uvyi/Hn8LfzZ+7L7zfsT/FP8bvxx/Hz8tPwb/ZP98P0X/hP+/v3w/f79Ov63/nL/RADiAO4AOQD+/uL9if0I/sv+Ff+u/gL+sv30/Xn+uv59/vf9of3B/Tn+n/6o/mv+P/5d/sH+Qf++/yEAYgCXAPEAdwHbAbcBCQFfAGQAOAFKAtMCfgKXAcoApQA3ARgCtgLLAnwCHgLjAcEBpgGUAaEB4AFCAqUC2gLIAoUCQgIMArMBEgFfABUAeQA0AYwBCwHf/6b+//00/iT/TgAUARUBcACo/zP/QP/E/6IAowFbAmgCygHiAB4Asv+h/+3/hAAVATIBtwAJAML/IgDaAEwBFQFVAI3/RP+Z/zwAvwDxAPkAAgEIAe4AuQCQAI4AnACNAE4A8f+e/5P/BADgAKoBxgH3ALj/2P7p/r//pADmAFgAZv+7/sj+cv9HAM0AywBfANb/e/9+/+T/jQBLAdwBAQKbAesAfADFAK0BkwLFAiECLgGoAOwAugFqAnwCBgKhAe8B/AIkBJoEDwTcArgBKAE7AaYBAgIbAvgBrQEfAQMAX/7F/BT8qPzc/Xn+qv2p+4/5jfgR+Yj6x/vw+xL7+flX+Sz5Evn1+Dj5FvoM+0D7Zvos+Yv47Pj1+fH6YftD+/L6+PqW+2n8vfxA/If7jPux/FP+Zv9h/4z+lf0S/WD9kv5qAEsChwPMA0UDawKwAWQBuAGrAucD2QQFBV4EWgOXAnYCyAL3AoECZgFHAOf/hwC4AbYCCwPdAqIClwKXAl4C7wGkAdABYgLxAhcDwwI+AtMBsAHJAfgBDQLqAaMBgAG6ASECMwKYAa4AUgAdAcICNgR3BD4DJgFM/7X+wv/KAXgDsgN0ArEAav/n/tv+/v5h/w0AswDKAB8AG/92/q/+pf+3AEABCQFnANH/gv9z/5X/6/9iALcApAAlAHv/3f5s/kj+gv7r/g3/r/4r/iL+t/5A//j+6/33/PL85P0X/9T/4v97/wP/1f4h/8f/RADx/4j+l/xG+2b7lPxt/c/8BPun+Sf6Y/ys/i//hv33+nn5KvqS/CT/fgBLAD3/NP6//Rr+Vv8mAbYCLgO2AqICHASwBlQIZAdQBGQBvACFAh0FmQY+Bq4EHwNLAiUCOAJKAocCDAOVA7YDawMYA/cCnQKJARkAof8MAZ0DLAUoBC4BjP4d/pL/5gBwAFP+Lvx7+078hv3+/W39Wvxv+wT7OvsZ/Hz9wf4E/+r9Svyy+/38R/+HAFb/S/yT+Sr5O/v2/fH+I/3x+Vz4nPoNAGAFIweOBBIARP0g/vIBUAb4CCwJxAdnBlAGngdwCaMKlwp4CQEI8QZuBuUFugRXAysDTgXsCKQLuAumCU8HxAV6BLYCDwHsALECCAUtBsMFJgULBr8IfguACzsHUwAL+y/7xwC+BxgLzwj8Arz9EPwQ/lgB/AKtAaL+TfwQ/PH84Pwa+yH5L/nn+5D/fgEtAEj8HvgZ9k33Dvtt/1ACWAKN/4b7nfhx+J36Cv2q/fP75vgC9n/07/QG9175Lvq3+BL2QvSK9IP2ovh2+cv4GfiN+Zv9SAEeAPL4q/Cz7tz1DgG2B2AF9fxE9Tfz7/br/P0A3ABK/Wn5Y/gM+3X/owLDAhMAefxW+in7gP4kApADgwGA/I32v/I/9P77hwYyDRQLmgHQ92j0Y/gz/3oDawMyATYA9QH9BFQGNQTc/7r8jP3gAYAGGAiyBSIBiv1Q/a4AdwVnCG8HWwM+/xD+iADOBAcIRwiaBcMBD//s/hEBxgMYBUoELwJlAAcA7AAZAqUCUQJyAZMAOwC5AM8BrQKNAnUBRQDU/zgA4gBFARwBXwBf/9L+Wf+IAPYAzv80/oP+rwHJBXIH8gTX/6z7Pfuu/qYDJgePB5UFWgOIAisDFgQ+BHgDWAKKAYEBOQIoA5ADMgOaApcCaQOXBKQFZAaOBmAFUQJW/vj7k/0IAzcJHAzeCUEEOP/l/XQAYQSzBhsGhgP8AA8A7AB/AlEDiwKTAK7+B/7A/tD/5P+P/sj8DvwA/Zz+L/8I/jb8j/vk/FD/FwEjAar/u/16/JX8Df5FAFACUQPrAmgBrv/P/lD/pQB7AeIAPv/3/Sf+nv8jAZgBvwA9/xT+/v3d/qf/Ev+9/Mf5Efio+Nr62/xA/Qv8dvrK+Xb63/sG/Uf9tfzr+4/74vuo/GP9vP27/Zz9h/1Y/dr8HPyA+2P7vvsz/Gb8WvxQ/Hr8t/yv/Dz8tvvE+6b8y/0g/gb9F/vr+eD66/1pAUgDiAIQAOv9tv18/+QBewPNA40D5AN3BdAHkwlqCSEHCgQGAgkCdQPWBCAFPgScAqEAnP71/CT8SvwG/bP90f1Z/br8j/w3/Yj+5f+uAKgAFgB4/yP/Gv8m/yn/Pf+Y/ywAjgBIAFL/H/5Q/Tv9wv15/uP+sf75/SD9mvym/En9Vv5v//r/fP8Z/qP8+/to/JL99f4lALwAWwAj//D9zf37/qEAfgEXARkAwf+wAGsCuwPZAzQD7gKMA1EEKgQMAycCfwKqA0sErwO0AtoCiARrBpkGUQTCACv+Iv52AIoDqQUiBlUFEAQAA5AC1gKGAxgEQgRHBKoEigVxBskGdgbVBVUFGwUYBT4FjQXkBe0FWAU7BCADrQIGA6oD1QMgA8cBYgB//1j/xf9NAGUA1P/R/qL9TvzF+pn5BPrI/N0AoAPLArr+oPoz+pT+JQV2CdUIdARWANb/5gJ0BjoHkQSrAIX+Yf//AcwDBgMkAGz99/zm/lgBMALzAAn/K/7I/tD/1/9m/lf8JPvN++793//W/3P9V/ry+H/64v2RAJEA4v1F+uX36Pf/+d78Of9LANb/3P3M+s/3lPYZ+IH7bP7V/rj87flw+Pf44/oH/WL+dP6E/X/8WvxM/bX+zv9EACkAov/4/qP+8f6P/8r/c/8t/4H/AwDH/6z+5/2x/s4AkwJ/ArwABv8V/xIBUQOtA4cBg/43/df+AgIBBBcD0/9A/DD6EfoS+//7Gvxy+5T69vmk+Yf5zfm1+uf7Vvw7+zH5Afgd+Qf8i/6I/uj7z/jl9xz65P2EAFUA9P2K+/36n/w1/+YAeQAO/i/74fkd+/T9MwA5AFT+Wfz0+0H9Ff9hABEBgwGMAZcA4f4c/iEArgTCCPIIqwQY/538Nf/cBG8JEQpVB24ESwQRBzMKAwskCZkGfgUlBlQH7wfiB5MHFQdUBrYF3gXFBnIH5gZOBfUD/AMsBQIGDgVIAkz/JP6i/5ACggS2A4EAEf3E+3j96wC4Aw8E9gE5//D98v5YAWMD3APXAkgBHwCy/7P/q/98/3L/8//rAKEBIwEY/zz8JPpE+sb8IQABAgUB7v0H+0D6xfs2/hAAogD8/4/+Ov0S/aj+KwHQAmUCfgDm/tj+/P8GASYBigDB/+n+xf1c/Df70foO+137ivvk+4X8q/xm+wX5Vffk9yr65ftv+2T5ufeM90j44/gx+bL5g/r7+mX69Pi+9+v3yvlZ/Nj9JP3L+rH4efgr+ov8Zf5J/zX/Sf4B/UD8vfw3/rn/agAPAMz+G/3/+5n87/4/AWgBKf+p/HD83v4VAv4DMATMA+MDawSZBPMD+gKiAlUDkARvBZ4FdQVqBZoFAgbJBuEHoAhKCBIHRwbdBhsIJwgZBjcD6gGVAz0HSAqMCvwHywShA04FBAgbCZ4HJgUcBEQFGAd4B8EFawOcAioEyAY5CGMHPQWXAzcDbgN0A4QDVATTBQsHPgeKBm0FQQSAA/YD3gXhB/YHtQVFA1cDPAZYCcwJNQfZA0QCEgPrBDEGXAaaBXgD0f7Q9xDyLvOl/ZIM1hUKElsDUPR675z3mQbKEmEVrQ26AIv2pvWs/hULRxEIDOP+SPOx8PL2jf/qA1wC0/0N+qL47/jP+av6Vfuy++H7f/w0/rYAcAKHAaH9k/g09Sj1s/eX+vv7lftf+m/5Lvkm+ZP4NfcN9u/22PpNALkDDQKK+xD0bfDD8vf4N/6i/iX6d/T18RX0gPh7+zX78vhH9573TPmg+nn69fgk9yT2Z/aN99T4n/nF+XL5+vi5+ML4rvgC+CP3jPdz+tL+YAFp//D5qfUJ9xr+MQbnCWkHUQGk+5D4z/do+Bz64fyw/58Ao/7G+pP3LvcB+tv+wAO3BoMGVwPU/iH7p/mR+kn92QDsA88EegLH/Vf54vc0+sX+9gK9BGkDq/87+0L4PPgB+77+UQHsAWYBKQHAAZQCzQJHArAB0gHRAhIEvwRcBAYDJgEv/6T9Pv1v/qoAfgL3AsgCdQMyBTMG7wSjAm4CcgW5CBgIHwM2/lH+AQQLC38OpQxnBw8CBv8Q/2ABFgReBb0EgwOVA5AFEAjmCEwHzAQCBCoGzwkQDCMLuQclBHQCZAORBuMKrw4mEHoOywqKB6AG/gf5CeAKJApTCFkGGAVBBQwHrwljC5YKbAf+A5wCzwMVBqoHOQiJCPUIrwjOBrgDIwGrAI4CjwX1B6gI3we5BjAGXAaNBi0GNQXsA6MC8gG8AkcFPwgxCckGfgKy/9kAdAWDChUNfwyUCrAJUwqdCmsIBQRrAJwAlgQjCZkKvAdlAr/94vtf/Mz8J/v59w32evcV+2D97vuj94Hz2fHg8i716/bg9lH1D/S59Hn2Kvaz8frqs+bq5z/tivKu9Knzm/HI8BvyrvRh9q31b/N68un0yvn5/TL/9/1j/M376Pv0+yH8Xf0EAMkCRgMAABz63PT88lv0a/YU97P2MfdN+Wn7FfuG92fyfu697TnwXPTq9yT5z/dR9cDzV/R89h74ZPdR9CPx4PAJ9QL8vQFzApv9qfbU8jv1qfy3BDcJ9QjnBTIDGgP7BXMKUQ4FENYPhQ83EGMQrwzbAw36Bfds/w8PrBrjGIsKPPpD85T4mgPLCjIJ3AAE+Cj0lvYt/IQAAgKdAkQEQQUEAqP6l/Qx9Sn7CgAEAP/9xv4lAl4DBgCQ+/X6sv7iAkQEEQMIAeP+6PyI/JL/fQXGCpwLFwf//8X6Y/pO/v0COAWHBfsHfA/+GDccdRLZ/QnqmORh8nkK/Rv1GqkJ2fW37PrwpPsfBHQGIwOC/Mf1ufJS9UT7av/k/kD8vfzDAnwLbxEMESkLMgQFAbMDHwq7D+MQAw1RBnMADf8HBI0N7RX7Fr0OCwEV9VLxgvinB+AVlxi4Cw73KenF6iH3owGzAsj9afsG/8ADCQJR96roBN9a4P3qzvay+6f30+5t5vLg+N4z4RHnfOyQ7Bro5+ZA71/8tAD788Dd4s/q1afq4f3uAsf5POzL5KDndfHu+qf9Y/jW7//qte349Tf+9gGLAGb84/if+In8JQO6CIoJDAUj/3z97AKcDK0TSRK0CG7+y/3kC6EiyzKWLiwVbPU95GLtgwqfJ2Mx4SJLCBX1OPUpBYgWtRx6FgoNrgoFEtgcMSL6HR8UCQ2MDioX+B9AIygh6R1XHGobORmDFtMVtBd/GZEYhRUkE64SeBJMECoMQQi5BgQIywr7DA8NJwvxCDEIMgnICsgL4QtjC/4K/gteD7QTzRRwDxgGVQAHBI0PNRsOIGMcDRMMCWcE5wlAGIwldCXsFG3/UPZ0AdkXBSckIvELPvS+61X3cwyzGSwVBwS29LPxwvmXA0oHxAMM/cT3YvbY+ED94wCmASr/QPth+dr8rAWADm0PQwVq9jDus/E0+hn8S/Mg5xTiTuci8er3M/gi88rrrOXb4w3nLexn7n7ryeVx4ZDgZuJN5Szo/unA6cPnfOaW6Obt7PLn82Hwg+tL6WvrYfB89AH0pO1Q5CjeOOC66abzLvak7zvmreKY6KDzqfuq+zj1SO7j60zuw/GZ8svwte9t8p341P61AcoAaP6V/RkABQbzDVkVOBl5F5sQhgg4BagKSBb4HssbvQxI/Mj2T//ODBYSVggi8xvdRdJp2mzz1A7VGKMHI+ZvzabQ8OwrDDgXmAf06mTXldon8FYGSQ0FBO720PHL9JL3MfUy8RfxiPTP9mH2PfcA/RgFVwk7B1YCNv85/rH8BPqH+b7+PwgmD4sMOADc8eHqf+7J9/f+BwA0/KP2wfH+78D0cgEgEUEZhREI/OTlhN6F64cCUw8QBOXmOM9I0rXvJBE4HpMRzPpV7W/vUvkPAd8DkwQCBRYE7AHsAsgLxRnVIaQaSAhj+8wBzhdEKugoExZ9A/r/4QlDE1sRcAa5/XL/+AjhD8wMigNT/xwG9xAqEwwJB/3w+xYGUg+fDbIDtfpe9Y3uSeSE3lPn0/3fE34ZRwqU8CHdJdtx6WL85QbeA134Re3955vpD/KQ/yYLLAut/XHuwe0P/y0TlxaBBTvwUut9/LsWByfpIy0TFANR/vwEChD3GRIidifWJAsWqQE5+AIF0R/NMSgrmBJq/Y35EgLaCNgHegYXDwohxS5hKmYUaf2V9/gFWxrbIwUfaBaCFEwYghkfFc8Q1xF/FagVkhKiE1cdESmpKSEZ7ADK8zn+VhtmN00+8CoaC97zqvC6/EoLIROLEb8G9fTA4/PeoeyaAxcQmAUc7GvZitw88BQBm/917QXbfdiR58n6/QJD/SDzQe7o7sbvW/BL9tcCogsSBOftXNt93YfyPgiVDp0FxfmG9ST4mPlY9WHwaPTLBCMYhh64EA/5cuqh7cL5tgBW/8L94QFMB4MGKgBs/Oj/gQWBBTMA9/3ABN8P9xLcBP3o+c/szGvlHgq2IQge3QYY8A3n+ur19CgBOA1FEncIrvI54c7jAflsDr4RMgFH7JrlNPMeChEYoRJb/yHuY+vp9lgHaxRQG6oaPRB9/v/wzPT7CQAgiSPLEFT3muvj9I4ITxUoEvADnfbM8fnyi/IS7oPrwPA9+uT9cPdC7rPsmvOm+Rv3E+/C6sDtnfJh82zxgfIB+FP8RPm974roBe2b/ecOwRGUAOfl7NSx2YHvXQZeEc8O/wPn9aroj+It6Zn5vAZ3A7vvl9qW1dnkBvsXBfX67+UM2CvcnuwJ+Rj2U+cy2Z7TKtVM2gfk8PPjA1EHR/ir4TXY8eapAwwY1xU7AmbvTewa+foI3g4mCVEBogCiBpMLtwqmB58I2w3BEZwRHxJlGPAgJiLmF0EJFQECA0EJiAzYC/YLNBBcFXQUYgrO/An3fgApFJgiCx9qC9b1jeqO6gfwtvceAtsMERBLBqr16uzs9IUG9RBICn34Ueuu7Rb8EAjYBfb36uxn8KH/FA01DzcJnASmBN4DaP5H+vMAzhGlH8Udnw3q/bf8/QqhHBIkAh69EswMzw6LEp4RBw49EMkbGijXJ6IXcQI79tr2vv34A+4I5g5sFFcUfwwNAiP9wgA6CFkMYApqBjcHyA6yFoUVZwka/Fz6YQfxGb0l8iUJHqESdQVK+Zr1DgGnFzYq0SrQGdUFzv4cCCMWORkrDMv4T+7x8s/+qgQh/4D0w+1c7Frr2eh36VXwTfea85jiX897yb3VFOnX8i/sV92U1NLYquQ07TrthunD6SLu0O6w5gbcFttP6EL6oAIu/JnuM+Ue5J/npuul8EX4hwB6BKMBfvu/+Hr83gFVAGr1/uk369T8BxPTG5gPo/il6TztLP+ZE1QhiST6G6YI0/A+4HDhiPTFDDUZSxItAHrz6PaLBlUUbhWwCwICRACfBKgI5wmCCioLZwjz/wb33/f7Bnwb8CR+GjAEd/Q2+BEMPSCeJnce2BJLDkMRFhUOFlgXmhyEIu0g3RRnBuEBEgvVGIEeRRg9DY4GPAb6BpADUP1E+mn9YQJfAtX8GPnZ/dsHUgt5ABvuCuWH7yUGaxblExMCCe+o5jTrtfdRBucSThkQFb4FA/N86dfw3wMzE0wSbwPY9az2CATuDy0PyQPY+Fr2l/qm/gD/n/2s/Cv6KfP46XXmpO7v/sAKfwa88irdANVw3errUfPt703oQ+QX5RTnoejH7NX11/9AAxr98vLK7YPxj/kN/gv8MPgF+Sb/RQRNAon6rfR/9nn9GQJvAQsBswd8E9cZgBISAavyEPI2/icMfhF6DKsC3/kM9FTxePMB/TMMPxigFrwFI/E76Gbvrfs5/obzY+Yk5P/upfy7Adr8pvUA82T06PSI8rrwg/MF+dX5O/GD5J/fHOlF+uYEGQGr9H7sVe9d+Gn+af4H/Rr/TgN0BG0AYPuZ++8CqAwFEosQVwvuBvkEbQQdBUAJLRILHBIfGBcpCWz/9f4jA70Dsf5a+vn97giFEpESZwnp/ov6Zv1jA8IIWQ1uEjcWnhNgCAD7d/fvAycZvichJgwZFA4RDn4VKRr2FmUQWQ5SE7Aaah5EHQ0bKxviG3EY6w9LCM8IMxEaGMgTnQTJ9YryNfuSBcQHLwG8+Cj05vLx8O7sAeqG6w3w3vHd7IDjQd3g3wzqvPTH+an4qfTp703qIuXT5Jns9PjHAK/99PID6xHt2PVQ+2T3De4x6SnvQ/1wCuwOqglZ/3H1Uu9S71L3zAUAE1cUvgX274/jEetDAecVWhxHFa8KnwQRA3QBuf1r+nb6ffz2+yT3kfLl9Ob+pghkCO78gvCY7z/8ZgtzD/8EA/Vr667sWfSf+63/jwE2AoIAp/sN9qb0nfqSBYkOjQ8nCfABWwAjBfMLgxANEtMR/w+AC0EFkQF9BJkMCRPaEfAJIgKlADUFYwmNBhP8JPCL6mHuRfjKAf4FOgOZ+k7v5ebb5630CAcDEh8Mhvh65XbgOevO+5YG2AdiBGECKQPGAxMCqv95/6MBCAN9AZD/VQLDCmsS5BBABej4bPcRAxAStBfnD4ABefZa80r29PsGA68Ksg9SDUEC/PPE6/ruDfpRA0EDfPoq8Bbrc+w18e/2p/3cBBEJkQbA/p34l/reA70MEQ5CCJkC7AMkDLgUuBZ0ECoGQ/7k/FUCTQyZF0Mg3SErGs4M3QJ2BB4R9h6pIigZ3Al+/wT/FwXyCtIM1QsDC54LZQzTCxQKSwguBpcBZ/nF8NLtp/PF/ewC2P3C8ovrQu7Z99H/UwBW+t3yte1A64HqiOsX71P05/d29gzw9uhv5v3pZfBp9dv3Qfn8+dP3ivHc6pvqtvO8ANkHGQQh+lHzf/QX+hr99Pr/93H6ZgMjDUkQgAro/2r2n/DV7crtNvJV+zkEGwUE+3js5ORW6gT4GAO3BP3+GPmh9zr53vk3+Ab3ivmB/04FBQh6CIcJsgvZCywH8P+j/LoBmgyrFVwXshI4DU8LGg0XEGUSvBMTFHsS8w0bB7kADv4kAJoEegeKBtECtP4t+7L3gvTP8yb3//ts/MX0lejP4PXjBvAc/DUApfuI9JfxZ/QR+dr61PgO9gf2h/n0/oIE4gj4CeUEgPmg7eHqffbgCoEayhoRDR79z/bO/FYIzhDvEh4RZQ69Cq0EnP2f+q7/lwruEyMW8BL4EPkThxggGMAQOwcfAhUDNAb9BugEtAJZAuACVQIDAbsBiAZsDSwR6A0MBVr89fh1+64AaQVtCD0JowYsAOn4vfYM/TQImw9MDb0DpPsh/MAEqA73EisQNwpOBsYGUwoUDsoPaA7PCVUDpv5uADoKxBb/G+0S3f5N7F3nxvGnAQgKKwXb9+br5Oeh68vykPlC/sH/cPwe9Hzqr+Xq6Ijw9/RK8pTsz+sv81n9egH7+73xEesg7E7yHviD+k76Yfnz9yX1w/Ep8Vr24f+SB1sHvv5s81bsVux18T74d/6QAkcCEPxT8qTruu1q93gASwCn9d7ngeB346jsf/Ru9p3zUvDT77/yE/hR/h0DMQPd/J7z1u9o+AkLyBv/HW8P7vp37wz0IwMPESIWORMuDnULkAs9DTkQ1xSaGfgaxhaHDw8L1wzoEV8TmA2XBLMAkwaOEu8bnRyTFbUMKwfiBbAGagdzB78GnwSHAMv7pPlw/NcCWggsCZ0FMgGG/r38xPkt9n311vkhAOABkPvu8EHqEe1P92YB1gT9AG36QfY49pH4xfri+6X84f2w/+MBgATdBsAGzQH0+B7yoPRWAiUUeh6YGjMMBP6x+Jz8kAN1B8kGqgMDAAT89vfs9TP4Af7pAtECfP5K+4f9TAP/BUgBMfid8rn1Pf8lCJkLhgr1CP4IPQnPB4EFGwXMB1MLXQxdClYIYwkEDaoPBw/7DFINqBC9EqwO0QSp+/j5HgBnBzEI0wCz9vzwdPLz9+77JPsh9nTvRenI5PvimOSq6PvrYOtR56HkLOgX8Rb4vPU56oTe+dxA6Aj5dwS/BC78ePEy6nzoI+zf8w/9bgMxA3P8LvTc8BX1f/0nBPgFxgQ2BBcFnAQlAD756fTL9m391QOmBiMH1AjIDAQQ7g6cCfwDuAGiAq0DxgLdANP/cP++/YD6L/nx/ToIUBGIEbkHQ/sF9tX7UgcHD4oNLgXM/Lv5ovy8AsMIWQwHDK8HvgHr/voCuAyEFVsWnA6qBRIFtg9mHpElNB8CEDcDTAEZCq4Wox+sIWQdDxWcC9wEZwSjCu0SFhYgEC0ES/q6+K7+hgUuB2kDKf/k/hsCZAReAvr83Pd69X71rvYA+e/8ZgGnAwwCNP7F+9j8NQAlA3YE9wRDBQQEiv8D+VL1Y/nGBEUQyRIbCVX5TO7Z7qX49gJcBucBG/oZ9ELyaPRD+bT+WwEH/tn0AuuU5xnt/vWG+Mnva+Gu2anghfJqAnEFTPs07UPlQOdH8Ef7cARMCSsIUgGU+PDzHffZ/zQHWAehAF35IvgR/h8GFgo/CGIEewPmBssLiQ7hDa4K4QUAAJr6qPgn/FEDRgk8CugGYQO0AgwEOQSmARP+Tvya/Or7L/dv7/TpuOtC9FD9EwAO+83yW+1I7ebwHfXW9/b3tvSB7lPotubm69P01fpt+cnySO6d8ev6xAHx/tDzFepd63/4rwghEX8N/gFz9nzwkvF/+NcCDg3mEsoRTwvrBAIEUAn5D7ERfwyqBLMA/wKbB3EImgMP/Vf6Rv00A6UINwz7DWANdQk9A2L+Yv4GA2sI5QqTCs4KDQ7OEvAULRL7DLcKaA5uFaoZZBcYETAN9g/AF/UeLiFbHmUZExWlEnQSdBRSFwAYqhPeCnkCLQBGBa4M7A7OCI7+CPhw+Wb/PwI6/YTy3+jG5erpGPIX+l/+l/yo9ArqDuPb5P/u9/rwAOf9x/XD7yzwVfX1+XH6Afip9pr43PvM/GX6WPcA9+L5uf12ADMC1gPZBGcD5/59+Xr2Kfep+TL7RvtH/KsAjwdzDDILgAQx/hn+RQR2CrYJxQD49FLtFO2E8qH59P5lAE/9NPcb8m7yFflpATIE8/3U8tvrLO86+qMDdAMx+jDw+O0L9YH/2wXaBKL+tvfp80z1K/yIBs0PmxKgDEgBNvjC9+3/Tgp4DwQN/wZ9AwIF8ggJC6EJZwasAwoCyACK/5j+p/1m+133qvPc80H5rgC5BIUCQ/zG9s70+PQ/9AzyOPHA9K/76QDE//r4AvOZ9I7+mQqGENIM3AJ++fj1ffkEAugL2xInEwsMmgEm+/n9Zwg9EjATIQp3/uH51/+xCuMQig05BA/9ZP3zAwYLRg3LCBT/wPN964fqGPJ5/jMI3QgJABb0o+0F8TH7sATzB0wFewHTAOMDLggdC6UL+AnaBvADrwOPB+oNVxJPEdMLFQcECNgO+BYuGyIatxZrFJUTlhGpDOIGqgQBCNANjxDBDVwIqgULCCcNuxBsEI4MTQaG/s/2c/Kc9JL8dgQ+BSD9EPIl7Wjy7/waA1D/yfQ/7NrrBPKt9+725O/Y54Pk/ucV8Dr4Dfwd+RXwHeWD3ijhseyi+kcCBv/p8znp4OVZ6nfxmvVR9VvzLvPl9Uj6kf57ASsCQQDV/Kv6PfzgAFcEOQJE+kbxRu1x8IT3Ef1N/uP8VPze/Sr/J/3P99nyVvLF9qv8BAC+/879v/ye/TMAGASTCNkLkws6B9sBhQDlBScPthXSFBQOSAhUCdQQlBhhGnIVYA5WCqYKzgy1DTQM4AiqBKgAt/7IAKAGPQzEC14CvvNT6P/mZu88+lj/Jfy99Ebvju7c8Abz3vN29Bj2t/ht+4r9xv69/hj9n/qb+Uj8awKGCDcKBAYe/xH7L/3GA+EJ8AvYCm4KFA0DERcSFA4VB6MB0wAoBNIIMAwXDZ4LzwjoBr8IdQ8gGKQcVRiUDLwAgPyDAfsJuA0hCfr/s/n++koCwQldDFsJowPj/kf9G/8oA+sGQwdzAmb6cPSa9RH+Kwh/DNYH1f3c9SD1/vqfAoEHkAhzB/MFkARaA90CkgOxBJ0E7wJ7AZkCOQZkCSMJ2QU3A4cEAAkuDBMKIgPn+7T4nPnG+s74iPQy8tT0y/oG/5b98vYa7zzqJOr27RvzK/Y89O7s7uOp3+vkYfJOAKYF+/6G8V3nqedO8Vz81gDm/F31DvFb82b6XQETBC8BdvrD80bxIvVd/UsEPwQ9/K3xq+yS8S/9IQdnCGEAh/Sd6yDpG+wr8Qz18/XM8yHwoe2C7pby3PbY9/L0nfGI8jX5JQK5BxcHhwIS/+X/6gOsBwEJ1QhGCb8KcAvPCSMH9AaDCzkT2hk+HKQafBeeFFkSxhDYECAT5RWiFX8QQwkTBjQLgRZEIDkhnRjpDGIGagg7D8ETihHFCX0Bfv11/4YFrQvCDd4JGwL0+6z8xQSRDt8RXQqH+4fuj+vk8zsBrAryCksDfvlk84rzn/gD//8CswIX/3j7JPuf/r0CGgMX/uj2V/Pj9nz/FAe3CKAEnP95/v8BAwfnCbMJ6gcBBs8DfgBL/MD4MveB96j4Hvol/H3+fv9P/UT4l/Ps8rr2SfvO+wj3zfDd7rjzQPx+AtMC3f6Y+7v8zAEkB28J/Ad8BEMBJwBFAp0HKw4xEqwQWQoWBEMD2AgHEPMRigs7ADX3xvWn+9kDwgi7B9kBUPo+9G/xvvFA81XzpfCW7GrqJ+wk8PPxeO46567hjOKa6b3xPfVh8l/sUugL6ZTt2fJk9qT3Svco9u70QvSA9Cz1SfW/9Ev1OPmQALwHvAmXBOX7c/ad+FYAtwbvBWD+RfZX9FT6FgSHC1gNmgrDBr0EiQVdCDgLcAsrB1X/KvjC9sX8MQb0C5gJKwG5+ZD5NQFJC/0QIA/EB/H/6/sR/Q8CPgjODL8N1wocBvICnQNUB94KqQtUCgEK3gyeEXQU5xJfDuAKRgvGDhESmhK4EMAOfA68DyYRzRHIEXwR8hAaED0Pdg7JDHoITwFK+kT4mP3gBrQMnAkm/xr1RvMD+ycGAQwRCAb9FvKM7eXw5fh8AN4DJAJZ/VX5hPlv/r0ERwdRA2b77/UT+DEBAAtoDhcJM/8C+IP4HwCnCSoPpw1FBj79cvcI+KD+KAcXDCsKFwNU/I76iv1/AL7+H/ga8XnuBfE09b/2XPQt8Dbtreys7fDuQfAW8k70yvWb9UH0YPMr9EX2efgt+rj7LP1h/e76aPYi89b0EfzvBN8JOgigAsz+vwB9BwEOUA82Cr4BxfrL+D/8nALKB1wI1gOq/UH7yP/GCDoPBA1WAgf2RfAh9F39HgQMA9H67vCj6wfuufbwAP0GEQWA+yvvHOcE6Krwdvpo/pb6ZvNp74fx1/bi+eL3G/Nk8LHyvPiI/tcASv/L+5n44Pbp9pn4cvs6/nv/1f7E/W7+ZAHjBLQGzAaWBxoLERBWEsMOugaI/wH+WwI/CK8KPgjHA4YBawPnB6cLLgw6CWgEJwCs/vYA2wUnCoYKbQY0Ad7/0wR4DfQT5RPrDQwHqwSFCNcP0xUcF7YTgw5YC9cMEBMfG1Ig3h7nFiENzQfTCTwQuhQ7E1gNdghrCPYLKg4vC74DNPyo+Lb5o/wF/kD8B/g085LvXu7p7zXz7/XK9Yvyqu5s7dXvffPi9APzovCX8cP2v/yi/o76ivMX763wF/fZ/ewAm/9F/CH6A/u0/mkDjQbSBbcAo/n89BX2EfwPAiMDuP5K+Yn4Tf79Bo4MPgsiBNP77PZA9z77ZP9QAKP82PXW78TuD/TY/IMDxwMq/on3/PSW9/z72P3Q+1T43/ay+Ar8Af4e/Tr6gPel9g34+/oq/kgAbQC4/sD8wvyk/50DVwUlAyT/mf3CADQG3wgNBmoA0/3qAZYKjxGcEaIKXQFp+zv7L/9mA5QEkQGi+9z12POW94f/ogadByIBYff58JvxGPeM+5n6DPXp7wnwPvbv/gUFgQUyAdL7lvnO/IAEugyVEGkNKAXB/RT9SgSDDn4UYBKlCqcDJAKvBQEKTAtXCesGvwY7CbcMPg/QD0gO8QqpBiYDNQIlBP8G1gddBSkBK/7k/Rv/fv9A/vj8s/1zAM4CUwIs/1P8D/35AXoI3gwgDfwJBAbHA5QEDQhKDJ8OMw22CKsEPQW1C7QUNRpAGE4QSwjTBaMJNQ+9EOoLlANW/WT9wQOODIMS/BEMC44BIfus+2gC0wksC5IDsPZr7B/rsfLg/EIC3v+p+Fjyh/B+8sn0kfSY8c3taOt064ntRfDT8brw3+wT6FTlluYI64TvKPGy71jtUOyu7NTssutD6o7qUu3r8K7ybvGi7jntOu9x9OP6MwDGAh8CCv97+7v5ufrj/CT9svk29Ozw/PJy+cT/gwH8/Yj4r/WY97j8UgE8AtT+HvmF9BX01PjuADkIhQqZBsX///tz/90IDhKaFA8PMAYlAdwDSwydFA4YSRa7EhgRXxKnFC8VoRLhDUQJNQfjCGwN6BHeEo8OqwaE/wD9kv/tA9IFgAPB/sj6OPkn+bL4Ovfk9Sf2EPge+pH62vjQ9QPz6fF387n3Zv3zAf8CPgBD/Ln6Tf0QAhQF8wMQAG39Kv/lBBoLAQ5aDBYImgRHBAMHfwrHCy8JlwNN/kT9TgJHCwcTAxXjEO4KjgjeCwgS5RU8FBEOVweNA2sDIgVuBkgGJQUWBPUDCQX9BrMIiAh3BW4Abvx9/PEAlgb7CCsGVgDu+9D7Gv9lAhgDiQEsAPMAdwOQBXUFWgMpAfAASAP3BpsJCwm9BIP+4fkF+mr//QYBDGALFgZWADH+VQDEA24EfgCb+Wnz3PBc8tv1ZfgL+BH1tfG38Dfzdfej+ZD2i+7u5VLiUuY178z2NviP85Ltg+sv7xX22fuh/YT7uPe89A/0yfXM+GT7M/w4+wT6fPrx/Fb/0f56+tf0G/Ko9Pv69ABPA/kBTf9m/WD8CfvR+K72FfY696b4gPgS9jbyi+6E7Prs+O9X9MH36Pdq9L7v4+1a8f34kQDvAx8CGf5K/Cz/ZAULC7QM0gndBIYBiAIfCM4PrhXkFusTnxBwEYoXTh++IjoexBP2CVUHYQ1qFx0eBx2rFeINHQu4Dr0VihvDHNAYuRHoCkwHtQdLCvwL7gr4B98Fwwb+CWkM8gpbBaP+lPq9+nv9yv/X/+T9LPuW+IP2V/WH9Qb3/vhw+v76+/qj+qr5z/e/9Rf16/ZA+jT8N/qp9CLvxO268SX4nPzr/Lf6rfk0/JsB4gYGCeAGkgHI+2D49fje/DEBcQIX/x75IvXu9kP+dwatCVcFS/y/9LDzT/kvAbsFPgSD/kn53PhL/tkG2A2tDyUMkQZmA/wE0wniDfcNfAokB7IHpQyhEh4V+hEDC04EJgEVAkEFMAghCY8HDQQEABv9Mfys/N38dvu6+Bn2k/SM82/xjO1Z6Ybnkenv7fHwqe9c6knk9eCW4bnk7uep6d3phunp6e3rcu/58lP0ZPJ77uHrbu388ir52/us+WH1wPOT9yb/igWNBt4B/fo89tz1JPmf/d0AowFLAIv+jv6KAZAG4wr0C48JOQYeBTEHHgpRCkoGTQDA/J3+AgXqC0MPpQ3iCDwETgK9A04H2wqJDMcLpAkRCE0Izwm/CscJnQeXBnoIlwwgEI8Q9g0OC/EKjA7dE4UXPhdNExEObgoZCtUMqBDsEvwReg5DC28LsA84FZQXRhQdDeYGhwWzCDQMnAsTBhD/ivsB/sIEXgvRDdgKLgQw/Qv5Mvmj/FMA/QB+/d/3D/TF9FX5QP4wAMH+f/xQ/LX+fQEJAtT/zvyD++/8BADNAuYDCQPFAAH+ufuv+gz7N/xk/TT+9P7n/5oABwCZ/TT65fdE+NX6MP3D/PL4j/Ng7yTule/48VvzlPK37xPswOlo6unt7fFv80Pxie1e7GrwQfgb/4oAJPzz9UHzUfbD/LUByQGf/ST5iPhe/dwFHA5MErQQnwreA50AqwL4B+gLywrJBOT9t/r+/HYCDAclCD8G1gPpAmcDpwMcAqn+i/p697f2k/gt/I3/hQAt/sr5IvZY9Sj3VPnH+V34qfYe9pD2k/Yr9QPz5/H98pD1nPem9wf2k/Tr9DT3M/pT/J/8FPuN+Hb2Hva/9/n5lPpl+M70N/OR9r7+IQjuDZMNiAgsA4QBhwS4CTcNXAxPB+AA6fwR/hAEfgvXD6AOZwnCBMIEpAmWD9kRsQ7DCNEEzQW5CuUPMBJJEVIPsQ5OEFsTSRa9FxsXwxQ2En4R6hPKGI0ddh+5HRoaXhfzFvAXPxjEFloUxBLbErMTnBPHEe4OhgxsC00LHgvwCWAHowN5/w38gPr++jb8FPx1+U719fEO8e/xP/I+8IHsnun46ZjtH/KQ9JDzR/BG7a3sze458tP09fRw8tTuyuxu7onzRvkZ/Iz6dPZX82fzzPWk9732Z/P7783uZPB38yr2ffem94/3C/h4+Yn7Rv1Q/b/6JfbD8R7w//Gn9TH4CPgu9gX18/Ub+HD55fhw9wP3jfgj++P8i/xd+sn3ZPYR96H54PwS/+H+aPyH+e74GfzgAeIGAQgABdMAIP8UAXEErAUjA4L+Kft8+zX/6gPsBukGkQQPAqcBQQSJCHwLUQqQBNr8ePd392X8mgL2Bd8ENQFm/ov+AAF1A/kDVQKr/2P9R/xa/Az9nP2P/Sb9Uv34/v8BBQU4BukEPgJhAL0A7AJDBYAG2gZyB9QIMAocCiEIWwWnAxgERwbfCLkKbAsbCyUKLAkYCYAKvQzZDeUL6AZeAYn+rv/lApoEpQIg/mL6EPrd/Ov/TgBg/RL5Tvbl9oz6Sf+qAi8DOwH9/iP/6wLlCIoNtg0kCQIDzv8iAuAILRBgFG8UHRImED0QJRJCFMkU4BIdDzgLAwkmCagKpAviCugIngeWCIcLRg55DmoLmgZbAg8Acv9k/zL/+P4K/zb/zP5V/Rj78vim9133u/ce+OT3iPb48/Pw6e4R7yzxVfNO83HwguxT6mnrsO5o8YnxaO9M7Vrtx++z8qHzOPEW7GDmr+Lf4iLnne0X88v0ivI179DuOvNq+sj/yP+g+gj0SPAu8Sv1A/lT+gD50fbe9SH3EPoY/Z/+7v2z+5z5OPm5+qv8L/3B++35IvqW/RgD+QceCm8JkAddBrkGhQhJC5EO3xGSFCUWhBYMFjIVSxSnE7kT5xTvFp4YZhihFX4RgA6lDo0RmBTkFKQRnwyICM4GzgbUBpoFHQNSAGn+FP4S/yIAkP9R/Cv3t/LN8Uf1z/o9/rL8I/fW8SvxHPZ4/XACRQIC/jT5CfdR+JL7oP4qAD8A1/8YAK0BUwTOBocHqgUBAqz+q/1T/wcCoQM0A7gBGgGXAvAFxwmxDOgNYw2WCzcJ/wZyBbMEdwRcBEEEVAStBOMEYQQiAxYCXgLwAzEFLgSfAI780vqp/JEAfQNDAzUAoPzS+of7q/2S/ycAiv+y/s7+jQCYA3QGOwfyBJ8A5Pw//P7+0QJ/BH4CTf5S+zP80QB/BvYJcAltBQcAm/uW+dv5+Po3+9D5mPdR9jf30Pkw/Gb8Ivrs9uX08fQZ9o32UfUG8yXxl/Aj8QLy3fIH9NP13vcy+Q75mffb9QL1xPUi+IH7zv6/AFsAsP0c+rn38vdU+sj8IP3x+vv3xfZx+Lj79/1M/Rv6pfZO9cn2rflv+zH6FfY48WfuJe+N8tL1OPYU81vuNOuh6xHv2fJL9Kvyne/h7WvvOfR5+qL/wQFrAPj86vmT+Z/8jwHiBfUHMQh/CGsK0w0XEaASRhJMESERHxJcE60TuBIpEeoPhw8IEEoRIxM8FfwWvRcmF1AVphK5Dy0NtQvKCz0N5w4gD+8MEgnGBS8FgQeyCggMQgqFBlsDugKLBN0GYAcgBSkBzf3y/Ov+PwKuBIIEpgHR/Yz7evwBAIEDDwSiAOj6DfaW9KD2/vnh+9X6s/fr9NH0HPh2/VMCegReA3EAJ/4n/iUAJQIfArL/afyL+jX7rf0hAEIBGQGWAHkAzQAuAVsBOgGTACf/MP2w++f7Tv4MAncFNQcMB8QFVgRnA04DWwTSBkQKSQ08DqwMFAruCLEKlw4oEh4T8hAHDY8JGwjiCMgKJwy5C10JLgbbA2MDOAR3BFYCvP2c+I31wfXw91f5z/ds81LuH+sK6yDt/e577jbr1Obh4x7kX+fN6xrv4e9T7ubrTOpn6trrgO1f7mjuau5a75vxsPSJ9zT5VPlc+EH37/ap99T4Wvl6+Gj2P/RI8yv0n/az+Yb8xv6XAA0CvQIlAnkABP9E/3oBJAQgBZ4D6QBp/6EADwShB0cJXAjcBY8D6AJcBEoHSAq2C5wKhgd9BKMDcgVBCL8JGgmsB54H1gksDYEPjw/qDUoMDQxADcgOYw9uDh8MVwlgB10HfQmpDDoPPRALEJ4PcA8hDxEOKAzrCQcI3AZXBisGEgb8BfwFEwYWBuQFmgVtBVQF7wTeAyQCJQBX/uz86PtW+3v7pvy4/s4AkgFVAOr9UPwb/SIAjANJBZkEawKNAF4A7wH7A9QEowMcAfT+lf76/6oB0AG2/2z8Hvpa+rj8EP8z/6j84vgE9jv1JPZH90T3ofX28lXwje7B7Z7tuO207S7t6esp6tHo6OjQ6gTugfFn9D/26faF9oP1qPTM9E720fh2+4n99f4hAGMBpQK4A9MEeQbaCEYLgAy8C0wJVgbwA5QCPgL2AukE8gcPC6YMkwsoCEUELQL5ArgF8AdVB5UDzv4W/BT9oQC5A9YDygCZ/Nn5+/mG/Hz/kQCm/pP6o/bp9LP1j/eT+Nz38PUF9B3zkvMx9W33Xfnc+UX4Q/XN8sPyJfXM9yf4cvVS8VXuE+528GT0pfhT/N3+BwAJAI//df9HAMoBDwNAA3AClAGPAWoCewNNBPwEzwW5BnMH5AcVCOcHFAetBW4ESASdBecHIQptC5ILDgvPCqkLwg1yEKwSohM8ExYSOBGnEdkTRReGGhQcUxsWGRgXwRYrGB8aARvoGTUXSxSmEswSyxPFE2oRKQ34CLcGnwY9B8MGkARxAdj+vP32/YP+Of6D/Kf5cfay8/nxgPEW8iXz6vPs8zTzO/Kh8djxzvKy82Pzj/Fy7w/vQPGX9I727/X+80DzIvW2+Jj75Puh+ZT2rfRx9Nr0rfTZ82rzMPTM9UD3Hvjf+BD6fPtj/EP8Vfs8+mn5+vjr+Er5HvoU+4z7A/uk+Vf4K/h++a37iv0n/mT9BPwb+0T7DvxX/F37m/mD+DH5Wvt+/SX+Ev1n+7363/s0/lgAPwHUAJv/6/3r+w36N/kH+hP8Gf4j/0//gv92AA8CYwNyA/YB0f+F/vT+awAjAer/b/3S+7H8qv+fApQDZwLQAKgAHwKVA0kDGgGO/jr9Xf0H/mD+gv4N/zsAjgFQAlkCJAJRAh0DOwRJBUgGgQfrCM0JRglXB1QF7ASTBt0IwQlzCCEGtgQPBWcGWgdGB4cGtQUJBYsEggQxBS0GRQZ8BDgBQP5K/YL+WQDzAJ7/Kv39+tn5qfkB+rT60/tm/Tj/8AA2Au8CWAP5AyMFfQY1B+YGRAaNBjwIcQrZCxkMMwx5DUYQqxMuFsAWUxXAEkUQvg46DhYOtg0VDagMuAwXDUcNFA2vDFEMsws9CrsHBgWjA2cEZAZdB6oF2QFZ/mP9EP9mAScCsQAg/u37nfq8+cD4sPfJ9uX1f/R08nzwsO+H8D7yafMf87Pxc/CT8DbySPRB9T/0j/FS7qzrJuq36Tzqi+s27Xzu4+7w7tDvEPK99Dv2CPZX9ZD1wPa/99D3Zvc39yH3ovYI9mX2Jfgx+v76NPr1+JD4Mvn++fv5CPkN+FT4XPoY/dH+1P42/ov+EACPAfsBrQHMAQADLgX8BwQLjQ3MDrIONA5RDiMPExDIEGIR+hFOEi0SuxEqEXEQjQ/RDp0Oxg6fDpANjAvcCPwFlANNAkoC6AI0A40CxQD2/av6Nvj89xb6wvy4/UD8xPla+OD4ZvpY++P6jPlr+CH4a/jd+Jz5MvuE/Y3/XwBIAGoAPwHwAWsB1/+Y/t7+eQAnAroCBgLTAD8AAAHyAkQFCwfEB20HcAZ4BTUF1QWwBrMGXQV0A3kCSwMaBfAFhQSMAf7+4f1K/R38h/td/kQFJwwDDQIGJPw39yn7GgVLDjkRyQw+BPT8I/tE//UFuQpVC9gIzAXwA2wDoANqBIcGcQqSDjUPxQmrAIX6zftoAVIDqv2/9ab08fw+B4EJ/QCm9I7uXvNf/yUK7gzvBif9VvZo9lr8ngNwB7MFAQB2+sL4hvsQAPQC5QIFAcH+N/z3+L71mfT09oz7wf5v/Rz4ZPM89Oj6pwF+Aez40O1M6LfrefTS+/78gPdZ7lXm+OMW6fTyafsY/bv3W/Dg7Onu5fJ59E/ztPJ59IT1WPG26Mri+OUt8Cj4Kfdk8Mztm/WwA0ENzgrk/tvzCPMn/SoKLRBPC+H/Dvak89r4WgGeB2cInwRcADb/NQGwAysFOAecC0MQAhBWCHz9pvdy+3EFOA30DDsGDAAqADEGmQw2DskKdwZqBUQIbAz1DuMOQw3nCxMM5w2bECMTxBQ4FZoUdhOxErcS0RLBEVwP9wy8CxILRwn4Bc0CngFhAocD/gMNBFAEnwQ8BLECGwDy/Pj5J/hF+CT6VPy//BD6WPUF8vfymfYX947wg+ec5pfz3QbVEMMIw/Xj5xbpkPXEAa8F9QGC/GD6o/wfAbwEoQU/BLwCIgO+BScJmAtZDAUMoQuBCw4LrAnYBwgHKghuCvYL0wvxCtsKzQtgDEwLEgnCB+YIxQvLDcAMsQjEA2EAkP+3AFMCtwI7AW3/mgCaBh0OpA8eBlr1wehN6sT5bAxcFeAO//1B7obpg/Et/5kIlwjeAYz7svoA/0IENAZAAwH9DPeo9ID2OvqC/KL7Vvh09Izxh/Cy8WL0z/Y09zf1JfKy77TuFO9k8CLyvvO69OD0KPRe8i7v/+q651joxe5D+QYCxgJx+qnvQuyd9NYCOwtkBrX3furI6NXzxwPRDdMLMgC28w7vyfQlACsJjgrmBF39gPlw+8oA1ARQBPz/x/tv+3//GAVgCHMHeANz/+T9UP+cAnQGEQqjDIwMKwjn/0H3OPO99kUAcQp+Dw8NlQVR/pv7S/7qA+4IxgqvCNMDA/98/dAAVQcDDTEOBQrdAuz8//sxAZwJpQ/SDl0H9/0K+P73kfyiAggHoQdQBGf/VPzV/HD/FQFIAHf+Zf6sAWQHegw+DegHzP7G9+r3sv7HBYcGKgBO+GD11PiY/n4BvP+b++P43/kH/tkCyQUeBkQFKAVRBuoHjwliDDsRGha6FrIQuga1/kP85P15/+7+fP3o/Kn8evoa9d7tzOdp5TfnlOv+79nyXPSp9QL3WPfZ9XLzIvLi8uL0/fYa+an7Jf4V/6/9D/te+fb5ifyw//ABZwImAUf/Of6v/iIAhAFYAt0CcQPpA9ID4AIUAab+Avzc+ff4tfn0+zv/1ALSBU4HHgc2BgUGUQfYCScNTBFfFosbOR+DIC8grB9KH/Ed/xq5F10WvRclGuYarBhCFHYPwQu7CUAJhwlsCREImgX8AjsBrgAJAckBhQL9AjEDVwN9Ay8DyQFT//j8Pfyn/RkAwwGSAfn/X/75/f3+tgAeAnwCxwGIAHz/Jv+K/zMAdgDN/zP+R/z0+sv6g/sB/C37y/jG9aHzZvPf9Kn2PvcY9ij0C/Ok8231GPfN99b3G/hK+YD7bv6GAewDtgSkA5oBAwCT/63/J/+f/f/7lvvG/JL+cP+L/lP8G/od+a35I/tT/FH8BPsn+bv3Sfew93r4Vfk3+gf7bPv7+qP5vvfV9Wv04fNO9DX1lvWg9Gry9e9Y7v7ti+5070XwqvBK8B/vzO1b7W3uhPBI8pfydfHt7xPvGu9777Xv5+9/8JLxp/Ij8+byX/Ih8nbyN/MF9KP0LvX19Rr3YPhm+RD6pvp7+4/8ov2I/kf/7f9OAEEA7f/k/6gAIQKGA/wDYwNzAiIC4gJZBNkF7gZ4B5YHige5B3QIpAm/CjgLCwusCpQK2go9C2ELFAtjCpgJDwnxCCMJewnhCTEKKwqpCe8IkQjMCDIJGwlgCHgH7wbuBjsHigedB1IHzAZuBnEGnwaTBlYGcAYpBwUIHwgmB74F3QTxBJ4FNgZCBtAFWAVSBdAFdgbdBsMG1QWzA80AJ/9IAXcHCw6lDxMK7gAB+4b83gN8C6UOiQzWBxUEWgOTBQ4Jygu/DE0MmQtpC58LoQsEC+sJ2AiACFQJBgtwDFoMqwqmCNMHhQifCdsJ8gisB9IGhQZ8BrAGgQcSCY8KXAphB58CKf/n/8gEPArrC3AIdwJL/lP+tQGwBdwHeAdSBQAD4AFIAn4DZQRhBJIDcwJmAbEAcABkAPH/lf5x/EL6wvg2+Hn4OvkC+k76z/m8+Iz3efZn9V/02fNc9PP1H/gn+lX7+Prl+DT2G/U197v7u/+FAPT9OvrB92/30fgs++39JQCEAD3+Lvqu9uf1H/hy+0f9Ufxm+Z32o/Wl9pP4MPrY+qn6N/ol+rX6hvvT+zH7G/q1+bX6oPwf/iD+zPxT+/T6+PuG/WL+/v30/Hb8IP1g/gz/if5d/Xz8Rfwq/Gb77fmW+E74Tfna+vD7Cvxj+3/6n/m8+Or3mPcc+B35v/ls+XP4rfek9zb4Bfnw+Qf7Ifze/Cf9Xv3n/Yv+i/5d/W/77fnc+Tr7+PzH/fr8AfsX+Wf4RPnp+v/7pfst+sj4ifh2+Z36C/ur+iX6HPqT+ir7pfsa/Kz8Sv3R/UL+rv4G/x3/7v67/sH+2/61/k7+H/6g/qr/dgBbAG//ev5F/uP+sv/w/2z/nP4E/qf9Ff0a/DH7IPsk/Jj9jv6x/mP+M/46/jb+Bf72/XT+lf/rAOQBNQIYAhsCsALQAxEFBAaNBtYG9AbMBlYG3wXlBYUGQQdbB4oGSwVnBDkEaARhBAUEygMeBMwEFQV0BDEDNQI8Ak4DzwT8BUgGlQVEBBEDogISA9wDWwQ8BKkD/QJ/AkgCSwJeAlkCOAIeAi8CXgJxAkIC1QFPAdEAawAkAP//3v+F/73+if1C/Hj7mfur/CT+MP8w/zP+7vw3/GD8B/2N/aL9e/1k/Xb9hv1z/Wn91v0Y/xEBDwMnBNADZQLxAHwAUQHfAj8E3wTRBJMEhQSqBMkE0wQGBbsF6Ab4ByUIKQeKBVkEZASkBUoHWghXCHcHYgbBBeUFsAaqB1QIcQgzCPwH/Af4B4cHnQa2BWMFvAVNBpAGcQZHBlYGjga0BrkGzgYYB2MHMQcoBnoE0wLTAYwBcQHxABgAef+H/wEAJQBt/wr+xvxg/Pf89P16/vz9qfxT+9v6kvsO/Xz+IP/A/rD9oPw8/Mj8BP5W/zkAiABzACoAuP8g/6/+4P7b/x0BzQGBAaQABAD9/zAAFgCt/4X/JQBXATwCGwIFAdf/e/8hADUB+wErAh8CTQLCAhUD7AJwAkgC/wJrBLwFKganBeMEowQYBdsFYQZrBv4FNwU8BFQD2gLvAkgDYAP5AksCwwGHAVUBzQDo/wP/if55/l/+wv2l/IH71Pqx+t36OPvZ+7v8e/2f/Rv9Yvzq+7z7kvtJ+xL7I/tT+zX7hfp++bf4o/g7+Q36oPrC+n/6+PlJ+Zf4HPgE+Ef4oPjF+JD4J/jf9/z3efgU+ab5SPo1+1r8RP12/ej8Gvyw+/P7qfxn/eL9FP4W/vf9wv2r/f/90f7E/z4A+v9B/6b+ev6P/oD+HP6b/Vb9cv2y/bX9Vf3P/I/8z/xm/fT9MP4H/pn9JP3h/PH8Tf3Z/Wz+8f5p/+r/ewAMAXQBowG6AfUBYgLQAvICqAIPAmwB9AC5AKsAtgDIAMMAdAC+/9X+Sf6P/oL/awCoAEIA2f/3/4UA/AD5AKQAeAC9AEABgAE0AYQA7f/H/xAAhADfAA8BJQE0AUABQwE3ARUB6QDHAMIA3wD8AOUAcACq/+v+mv7g/nb/4f/c/4r/Q/8z/z7/Lf/s/pX+Tf4c/vb9yP2f/ZP9ov2t/ZL9bf2V/UX+Uv8zAGsA8f8t/6j+qP4V/5z/5P++/0T/xv6j/hD/8//iAGEBNwGdACEAKgCnACABLwHcAIcAkwAZAdkBggLpAikDcQPfA3MEGAWwBQcG3gUpBTIEigOdA1EEGAVVBeUEIQSQA3oDwAMkBI0E8QQuBe8EDQTFAp0B7gChAF4A5f9A/5T++f1n/dj8Zvw5/FP8dvxN/MX7OPsP+1D7gfss+2L6vPnC+X/6fvs3/Gz8Ofzt+9n7Ivy6/GP90f3O/V79zPyU/An9C/4J/2n/Df9r/hr+X/77/nn/m/+C/4L/0P9oAB8BygFKApQCtALaAkED/wPXBFcFLgWNBAwEPAQrBUEG0QaZBvUFfQWGBfwFkwYLB0YHOAflBm0GCwbzBRsGUwZrBmcGaAZ9BnQGBQYvBV8EGQR8BAAF5QTmA3QCSQHAAJoAXgDb/1X/Kf9t/9D/7f+u/1n/Q/9q/4H/RP/A/jz+2f14/fj8evxH/H384fwS/eP8kfx9/Nr8df3b/a396Pze+wb7ufoP+9j7rPwp/Sn97vzy/If9iP5v/8j/lv9V/4X/PAAUAYYBbwEXAeAA7gAaAT0BTwFkAY8BzwETAkECNQLjAWAB3QCNAIoAugDOAHAAm/+9/nH+6f6z/xkAu//S/vf9kP2M/Yz9Pv2r/Bz82/vu+zT8ifzo/EP9c/1p/Vn9ov1o/ln/6P/B/x3/i/6G/g//wf8nACEA4v+u/5D/ZP8V/77+kf6f/tv+M/+Q/9D/yP9v/wD/1/4s/9n/cACdAF4A8/+h/2r/Lf/Y/pz+wP5T/xUAoQC/AI0AWABfAK0AHAF7AZ0BYQHLABIAp//T/20A2gCLAI//mP5m/iH/LQC5AFwAZP+C/i3+S/5X/u79I/1Z/OL7y/v5+1r82vxB/Un95vx6/JH8af2d/nP/Y/+C/nD91/z1/J79dP4y/7v/BgAYAAQA9/8bAHMA0AD9APQA7AAfAYABxgG9AY4BqQFWAngDswS+BX0G5gbfBl8GowUuBXQFdAadBx4IjAdHBi4FAAXGBekGtgfWB1sHlwbhBX4FhwXMBeIFZgVCBOAC3gGYAdsBBAKOAX8AW/+l/oL+q/7D/pT+EP5P/Yb8BPzx+zT8Zvwk/GH7jvpT+gH7SPxV/Xn9tfyv+yr7ePtZ/E/99P0l/vb9mP1P/U/9pP0k/n3+YP7F/QP9jPyZ/PH8M/01/Rf9Ev06/Y/9Ef67/mH/tv+N/xX/xf4G/+T/+QC1AccBbAE7AaoBpQKsA1MEkQSWBIQEYQRHBHEE/QSjBd4FZwWFBOQDCATdBLwF7wU1BQEECQPDAgkDSQMAAxACwwCI/7j+cf6U/s7+wf5N/qr9TP2B/TP+7P5A/w3/j/4T/sf9qP2i/Zb9Zv3+/Gn86/ve+2v8Xf0g/jT+jP2i/Bf8J/yG/LL8cPz2+6n7ufsO/Hf85Pxm/QX+qf4m/2P/df+K/7v/8f8NAA8AHABbAMMANAGdAQoCgQLZAuICqwJ/Aq4COgPJA+8DgwPFAiUC9gEcAi0C1gEyAacAfwCrAOMA9ADaAKQAVgD6/6X/ef+B/6L/qP9m/9r+SP4g/qb+tv/TAH4BlwFUAQsB8wAIASMBFwHaAJEAcwCHAKIAigA7AOf/vv+2/5b/MP+V/gj+y/3e/f791v1S/bv8g/zj/KH9SP5//kD+yP1T/QT97/wY/Xv98/1X/pj+1f4z/7n/PAB+AGIAFgD0/zkA0ABSAWQBAAF0ACEANQCWAAwBZAF9AVIBBQHNAOIARQG1AdABUgFTAED/mP6U/vL+JP++/r/9jvy1+5n7SPxv/Yj+Ff/r/jr+bf3b/KX8sfzY/Af9Q/2K/dD9//0g/lD+oP74/ib/DP/D/oz+kv67/sH+gP4n/ir+2/4fAHgBZwLFAsYCvQLjAkkD1gNZBJQEZATeA2MDZgMWBCUF5AXMBe4E/APDA4AEuwWgBp8GyQWqBNwDsAMCBGsEggQPBCMDEgJFAQkBTgGaAWsBqADH/1v/nv8vAHMACQAJ/+T9If0B/Wr9B/6J/tv+Cv8m/y//Nv9S/4X/tv+7/4r/Q/8J//T+EP9t//b/ZQBlANv/BP9d/iv+Sf5G/sj94PwH/MX7R/wv/ev9JP7x/bb9wf0T/nr+w/7X/rX+ff5p/s7+2/9dAcMCeANdA+YCywJxA6MEwQUxBtkFKQW6BOAEdAUQBmQGVwYKBqkFYwVLBVEFQwX8BIIEBwSwA3UDKAOjAtwB8AANAF//7P6a/lP+Fv7x/eL90/27/ar9sP2+/af9Uv3A/AT8L/tf+s35tvku+gP7y/si/N/7Qfu3+o/6tPrJ+oj6/Plt+Sf5SfnI+YL6R/v0+3f81/ws/ZX9Gf6Y/t7+1/7F/gn/0f/RAIABjwEoAboApwDuAEwBeAFhAT0BTAGdAfMBEALeAYMBLwEAAfYA/wAIAfoAyACBAE4AWwCwACsBkQGyAY4BSAH/ALMAVQDo/5L/hP/Z/38AOwG+AdYBngFyAacBSgIRA4kDXQOUAp0BDwFVAUoCUgPJA3QDmgK+AUMBNQFeAWsBHAFuAKT/EP/v/j3/v/8vAF8AVgA7AC8AHwDb/zP/UP6W/XD9+f3b/pD/u/9m/+/+tf7j/mn/DQCcAOsA8wC/AGUA/f+n/5D/1P9bANkAAAGqAPP/If+P/oL+9/6u/00AiwBSALb/4f4H/lD91PyP/Hb8gvy3/Az9ZP2S/W/9FP3S/Ar9yP2d/tj+Ef6P/CP7pvpq+/38d/4V/73+Af6n/Rr+Kf8+AMcAjQDC/+n+hf7O/pb/eQAsAbgBVQIjA/YDcARCBIcDywKxAoAD3QQCBkgGkAVOBDgD0QIxAwgE3QRJBSYFkQTYA0UD/AL6AhgDNwNAAyUDzQIkAi8BJQBj/yr/fP/8/zYA8f9M/6L+P/4l/h/+7v1z/cz8NPzo+/H7IvxD/Er8X/y3/F39EP5p/hz+Pv1R/Pz7jvyy/bH+9f58/sL9Xf2P/Sv+wP7h/mv+if2j/Bf8CPxI/I78nPxs/D/8cPww/Ub+IP81/4P+lv0m/Yr9jv6l/04AbQBKAF8A+gD+AfkCgQOEA0sDNQN3A/8DjQTiBPIE8QQeBY0FBwZBBiQG2QWhBZsFuQXkBQ8GNgZaBmEGJAaQBb0E6QNGA9cCdgL8AWwB4wB4ACkA+v/3/zAAlADdAKsA1/+f/n793vzF/O78D/0P/Qb9I/1//Qr+d/52/u79I/2A/FH8kvz3/Bv9yPwo/Mv7Ofxt/b7+Zv8g/1n+v/28/UD+8v55/7z/1//9/zkAagBrAEoANQBNAIEArQDFANMA1wDKAK0AnQC8AAgBWAFsAR8BdgCw/xf/5v4p/7P/RQCuANwA4wDcAMIAfgABAGn/9f7e/h3/Yf9T/+f+d/6G/lL/hwB9AbABMQGCAC0AVgDLAEgBtwEhAncClAJiAg8C4QH8ATMCMgLBAfQADABP/9H+i/5p/nb+uv4k/3z/jP9B/73+K/6y/XL9iv33/X3+xv6m/jf+vv12/Xb9u/05/tv+gv8BADUAFQDW/8j/KgDfAIMBuwGBAR0B1AC0AJQAUwD0/6X/k//I/yUAdgCCADAAcv9f/jr9Zvwo/F38gvwd/C/7QPr7+aD60vvV/CH9q/zY+y37B/t1+0P8FP2B/Vn90vx//O78Of7X/wUBTwHpAG0AUACTAOUABgEPAUwB8gHjAskDWwSHBF8ECgS5A68DIQQMBR4G4AYIB6AG9QVhBSIFRwWzBSsGcAZcBukFOgWLBCUEKASEBPkEUQVqBTIFnQSzA60C1QFaAS8BHwH6AK4ASgDl/4T/Gv+X/hn+0P3I/b/9U/1s/Gn70vr6+rz7n/wm/RX9iPzT+0b7Cfsa+2P7ufvt+977rfuz+yr86/yP/cf9of1W/RH9wvxA/Ib7uvou+iX6ovpn+x38fPxp/Pv7c/s++6f7mvyc/Sj+HP7V/dH9Vv44/x4AxQAsAYoBCgKiAh0DVwNdA2sDxgOUBLgFzwZbBxIHIQYlBcMEOwU5BhcHTgfJBuIFGAWwBJYEfwQ2BLUDHQOCAtYB9wDX/6D+of0j/Tv9wv1u/vH+Cf+r/hD+nP2W/eT9JP4C/ob9A/3O/PT8N/1b/WP9if0C/qj+Gv8K/4b+5P15/W/9vP1D/tL+JP8P/6L+MP4W/nb+EP+E/5b/eP+W/zgAMgEGAkQC7wF0AUwBrQFcAuUC3wI5AkkBnQCuAIkBvAKQA4EDnQKGAfkAOAHkAVMCIQJ1Ac4AhACXANMADwFPAZ0B2wHQAWYBwwA1AOL/v/+1/9D/QQAdASEC0QLOAjUCkgF1AQEC2QJ7A7ADmANyA1oDSAMrAw4DCAMiA0MDSAMPA5ACxwHAAK3/5/7O/mr/VgD/AP8AYgBz/2z+cv2l/EP8d/wb/bD9s/0E/Qf8YPt2+zz8TP05/sD+zv58/g7+7v1l/mH/fgBFAX4BQgHUAHQANQASAAAAAQAZAEEAWwBHAPn/j/81/w3/Cf8H/+P+hv7Y/b38T/vw+TX5cPlj+lb7n/sU+xn6SfkD+Tv5o/nz+R76NvpK+lf6a/qu+kH7E/zs/J79KP6S/sj+ov46/vT9Rf5Q/7wA9gGaArQCnAKiAt8COwOsAzYE3ARxBbkFowVdBToFYQW2BfgFBQb1BfYFCwb8BZ4FJgUDBWkFBQZTBh4GswV9BZAFsgWmBWAF7AROBH0DjgK3ASABywCHABwAf//k/pH+j/6J/hb+Jv0t/MT7HPzj/IT9pP1P/dj8l/yx/BL9jP3l/f/90f14/Sz9Lf2c/Vn+Ff+H/6X/pf++/+H/v/8b/w7++/w5/N77x/vO+9j7wvtq+8L69vlN+fj44PjO+Jb4RPgQ+Df4y/im+Zf6dvs0/Mn8Ov2i/Tb+Hv9hANgBPgNNBOAEDwUvBaAFfQaPB2sIvAhoCK0HAAfcBm8HaAgkCS4JiwiyBxQHxQZ/BvMFEgUfBG8DGgP0ArkCUALVAWsBFwHTAKsAqwC8AJ8AHgBM/3r+/P3w/Tb+n/4E/1D/cP9V/wH/j/4l/uf93P3t/QH+Df4g/kb+bv5r/hr+j/0O/d78Hv2k/S3+ef5j/v79h/1h/dv96f4VALcAaABW/zD+qv3+/cP+R/8X/0D+Qf2p/Mn8lv2d/kb/IP9C/kP9zvwk/fH9kv6o/lP+Cv4q/qP+Cv/s/i7+M/2X/L38lf2p/oH/4f/c/7X/sP8HAM0A6gEYAwIEawRZBBYEBARnBDUFLQb/BnsHmwd1ByMHwwZkBgEGfgXRBBAEawP5AqsCUALJARoBZQDL/2f/Rv9s/7v/9//f/0r/YP6P/VP94v30/uj/OQDk/1v/Mv+e/1kA4ADjAHsADQD6/0gAswDdAJ0ADABq//v+5v4a/17/df9P/xv/JP+C/wAAQgAhALL/I/+F/t79T/0R/TL9ZP0y/Wv8ZPu6+tj6p/ug/Dr9N/3C/DH8wvt5+0r7Ovtn+9v7dPzu/BX94Pxp/Nn7WvsH+/r6Nfuq+zr8w/ww/X/9vP0C/nn+Pv9HAEkB5wH2AbMBmgEQAh0DWQQ+BX4FOgXgBNYEKAWWBdsF4QXGBaEFdwU9BQUF7gQDBSYFIgXPBDkEmAMlA+sCtgI/Am8BggDh/8r/JwCRAJwAGAAv/0v+0f3w/X/+I/+E/4j/X/9T/4T/zv/z/97/vv/B/9n/yv9t//L+tP7s/oT/LQCfALMAaADb/y//jv4X/tD9nv1e/fT8Zvzl+5/7nvu7+8v7yvvL++H7+fv4+8L7ZPv9+sj6A/vK++j83v0q/qf9uvwX/FT8cv3V/rX/pf/4/m7+qP6o/+MAugHqAbMBiQG4AT8C6wKGA/8DXASxBBEFfgXpBS4GJwbVBWkFLAVHBZ0F1gWmBQgFTgTkA/MDSgSIBHMEDwSDA/YCgQIwAgEC1QGDAQ8BqgCOAMsAHQEoAbkA+f9T/yT/Z/+2/7b/bf87/2n/1P8ZAAEAuP+T/8f/NQCUAK4AfgAsAPr/FQB/ABIBjgG1AXQB+QClAMMAOwGYAWMBlACY/+P+n/6P/mX+Cv6t/YT9lv2q/Xn99/xg/AT8AvxO/Mn8Wf3O/dn9Q/0z/Dv7+vqV+538Vf1H/Zn84vu4+zn8Ev3Z/Vz+q/7n/hr/Sf+H//b/kwAyAZ0BzwH/AWQCAgOpAyEEVwRWBBwElQPJAv8BlAGvARUCUAIZAo4BEQHuABQBMgELAaUAPADz/7j/af8E/6b+UP7i/Vb97PwA/Z79X/6j/iT+LP1j/FP8Af0C/sj+FP8N/wb/J/9m/6f/7v8+AI0A0AAlAb4BnwJsA7ADQwN2AtIBoQG+AbsBQwFiAHb/zv5i/vH9Vv29/G78aPxa/AL8c/sJ+/v6J/s0+/r6rvqv+i/7+Pud/OD84Pzh/Pv8AP3G/Hz8jPwy/Tb+IP+i/87/5P8PAFgAugBCAe0BlwL/AvoCpwJRAjYCSgJTAjMCDQInApMCCAMpA98CcwJKAooC/AJYA5cD2QMoBFQEKAS+A3sDrAMtBJAEegQFBI8DZgODA5ADQwOOArMB/ACEADAA5P+l/5b/rf+1/4X/O/8U/zL/dv+l/6r/of+n/7P/pf9z/0P/U//B/2QA+QBYAZ0B8wFbAooCRwKnARIB5gAaAUsBHwGTAO3/Z/8G/6L+Of70/e39/P3I/Sf9Tvyp+237bftJ+9r6U/oK+iH6cfrD+hT7gPsN/JL85vwe/Yn9VP5T/yIAkADNAC8BzAFqAssC+gI7A8cDfAT8BAUFtwRwBG0EigRzBBUEsAONA5ADTwOQAp0BAAH9AEkBaQEpAb8AfAB0AHMAQgDo/6T/sP/8/ywA/f+I/zb/X//t/3EAkABHANn/hf9p/4L/zf8sAHAAbQAqAOf/5/81AJYAtAB0ABAA6/8vAKUA3wCcAAoAqv/X/40AawEKAj8CEwKmASYBxwC2APYAQgE9AbkA6/9D/w//Of9n/03/7v6L/lz+Xf5i/k3+Jf4F/uH9mf0m/bX8jvyy/Nr8rPwd/Hz7KvtH+6/7NPzP/IL9Mf6i/rT+mP7A/nD/fwBpAcYBqQGUAfgBzgKsAycELgTvA40DDgN6AgoC/wFYAq0CigLZAf8AfAB7ALMAuQBlAPD/qv+l/6j/cP/1/m7+Fv7z/fH9CP5I/q/+Cv8b/+T+tf7h/nX/JACcANEA+QBCAaAB4AHjAcABqgG6AdIBzwG6AckBFgJrAmgC5AEoAbQAwwARASgBygAeAHP/5/5r/uL9YP0K/e781/yA/Nv7KvvO+t76Gvse+876Y/o0+l/6wPon+4T70vv2+9D7afsO+xf7oftf/OT8A/34/DL92f2r/jL/Sf8+/43/ZQCAAWECtAKEAgQCdAEJAQABiQGOAqEDKATVA+sCHAL/AZ8CgAMSBBUEqQMXA5MCNQIKAhsCUAJwAkIC0gFoAVIBkQHTAcQBYQECAfoASwGgAbABgAFJAToBQAErAeMAjQBkAH8AvQDmAOIAygC6AK0AfgAlAM3/pf+///r/OAB4AL8AAgEaAfwAywDKABQBewGgAT8BcACV/wr/7P4B/wD/yf5v/hT+xP2G/WD9W/1g/UH94/xo/B/8PPys/CH9Yf1y/Yn9y/06/rX+Kf+c/xkAogArAbABQQLlAoYD+wMuBD8EcQTvBJsFIgZBBgcGvgWgBaEFjAU9BcgEVgT+A6wDRQO6Ah4CjAEXAb8AhQBuAHsAkQCFADwAv/85/9L+j/5l/kP+Lv4r/kD+Zf6J/qD+r/7F/un+Df8a/wH/2P64/q/+uP7P/uv++v7n/rL+fP5s/pH+zP7v/uD+n/5I/gL+7f0H/jT+Wf5u/n/+jv6U/pH+l/66/vL+Jv89/z7/O/8z/w//uv5D/tj9of2n/c396P3l/c79s/2W/XL9Tf1B/Wb9rf3i/dX9ef33/Iz8YPxw/J380fwK/Vb9sP0Q/m7+y/4d/1P/bP+C/83/XwAaAbMB+QHwAckBvQHpATwChQKRAlwCDALSAc0B7wEbAjICIQLsAa0BlwHGATMCpwLZAqICCgJSAdAAvQAaAZ4B8wHwAawBYQFDAWEBswEfAoUCzgLpAtkCpQJYAvwBpAFpAVIBYQGAAZsBrAG6AdUBCgJEAmQCTgISAtwB0wH5ATICUAI7AuYBWwG8AD4AEgAyAGoAfgBOAO7/eP/1/mv+2f1W/fv82vzx/Cr9Yf11/V79OP04/YL9H/7h/n7/sP9w//f+nP6L/qv+vf6o/oz+ov4A/4L/7f8WAAcA3P+4/7L/1v8SAEIAPwD//6j/df+I/9f/OwCTANMAAAEoAVUBhwG1Ac0B0gHNAc8B1QHVAcMBnQFpATUBEQECAfkAzQBkAN//fv92/7X/7f/T/0z/cv6K/eD8nPys/Nj86fzO/KD8evxl/Fn8Wvx5/L38Kf2v/S7+jv7D/uT+If+b/1IAGQGsAdUBjgEMAaEAhQC9AA8BMQH3AG0Azv9c/0H/cP+k/4j/8f75/fr8Vvw2/HD8rvyu/Gz8Gfzk++T7DvxW/Kb85vwD/f789PwE/T39h/3I/ff9M/6p/nL/bQBSAeABGAI7AooCFAOwAygEYgRcBCIEygNxAysDBQPxAtcCpQJZAgQCxwHEAfsBPwJTAhMCkgEGAaoAkQCuANAAyACBABUAxf/H/x4AnQD/ACABFwESATUBeAG3AcMBgwEFAXYAGwAqAKcAVwHhAQcCxgFXAQIB9AAmAXEBrwHgAQ8CPgJTAjUC8gG4Aa0BxgHeAdUBrwF1ASwBygBOAND/X/8D/7L+aP4l/v79/P0R/iD+Bf68/Wr9Pv1Z/a39C/5I/lH+M/7+/b79dv0p/eb8xfzY/Br9b/25/er9Bf4i/kv+g/7G/iD/mP8pALEACAEdAQsBCwFAAaoBKAKaAvECIwMrAwIDsQJWAhkCGwJlAtoCQANkAzcD0wJfAvUBmgFOAR8BEgEZAQgBvAAwAIr/B//b/hD/gf/x/zMANgADAKr/Q//1/uT+EP9J/1P/J//1/gT/af/2/2QAjgCIAIUArgAGAW4BtwHGAZ0BUgEGAcMAhQA+AOL/df8J/7T+f/5c/if+v/0g/Xb8/vvq+zb8q/wE/RH9xfxF/Nz7yvsd/Kv8N/2o/Q7+ev7R/t7+iP7z/XD9R/2T/T3+DP/B/zgAeACRAJ8ArgDfAFUBHgIAA6MDzwObA2ADYQOqAxUEcQSqBMAEvQSjBGsEFgS1A2sDUQNVA0sDDgOwAmICSAJVAlECFQKhASMByACkAKgAtACzAJcAawBCACkAFQDr/5b/If++/qX+4/5N/5j/jf8v/7r+f/6p/in/wf8tAFUARwAiAP//4f/N/8X/zv/w/y0AhADRAOAAkADx/0T/1P7G/hL/h//x/ywAJQDk/4f/O/8q/1z/rf/i/9T/iP8m/9r+rv6S/nz+af5o/nL+ef5o/jr+/P28/Yf9Zv1h/YL90f06/pz+z/7O/rj+wP4D/3P/6v9KAJQA0QAAAR8BMQFCAVcBXQEvAbcABgBZ//r+Cf9m/7v/vP9h/+v+q/7A/gT/Nf8m/+H+kv5a/kj+U/5i/lP+Gf7L/Z79tf0L/mn+kv5m/vb9b/0R/RH9ef0k/r3+Af/d/nr+MP5N/uP+u/9lAJQASgDW/4f/cP9y/23/cP+P/7n/xP+T/0P/Ff89/7P/NgB/AG0AIQDn//P/PgCUAL0ArQB4AEgAQQBrAK0AzQCXABUAlf9q/6v/EwBEAAoAh/8J/9v+D/97/9n//P/n/7v/lv+N/6T/2f8bAE4AUwAsAP3/8/8iAHsAzgD5APEA4gACAWgB8gFOAj8CxwErAccAzQAsAZ0B0gGtAVcBGQElAXgB4wEtAj8CJAL2AcEBewEdAbkAjQDAAD8BsgHeAdIB1QEbAoECswJ+AgEClQGJAecBZQKlAnkCDQK6AcEBGQKCArwCrgJtAicCDAIyAnkCpwKOAi0CoAEDAW0AAQDq/zAAnQDNAIUA8f98/4L/+f95AIoA/P8G/xf+f/07/Qr9u/xR/Pb73vsX/IL81/zI/D38cvvY+sj6RvsL/L/8Jv01/QH9t/yO/L/8Vf0z/g//pf/X/8j/vv/z/2oA+QBrAboBAQJcAsICEQMpAw8D6wLvAj0DwQM+BHkEZwQuBAUEAgQKBPwD0wOnA40DhAOAA3oDdQN3A4ADjQOgA6YDhAMlA50COAJBAsYCeAPTA4QDowKqARkBHAGBAekBCQLQAU8BpQD3/3P/Of89/03/Q/8h/wT/9P7P/nb+6v1b/Qf9D/1e/bX90P2N/Qr9j/xa/IP84fwy/Tv99PyJ/EL8OvxF/Bn8nvsP+9H6FPus+zH8XPwu/Or71vsR/Hr82PwM/Sf9Uv2Z/eH9C/4d/j/+mv4s/8j/QgCLALcA8QBUAdkBZALQAgAD7AKaAjAC6gHtASECRQInAtkBowGsAeYBGAIcAvYBwwGRAV0BHAHHAFgAzv8w/5r+PP5A/qP+If9Y/xL/dP7t/dz9SP7Y/h3/5P5N/qT9M/0a/Ur9k/3C/b79mf1//ZL9xP3r/dz9mf1Q/UH9jP0X/qP+5P67/kv+4f3E/QX+gv4A/1D/Y/9G/w//3f7L/uT+J/94/7L/wv+y/6H/qv/h/04A+gDKAXMCoAJBAp4BJQEMASwBNQH5AIUABwCr/37/eP+I/5j/k/95/1b/QP9D/2P/iv+k/63/wf///2sA3wAfAQYBogApAOH/9P9TAMMAAwH9AMoAlwCFAJ8A4gA4AX0BmwGXAY8BjgF+AUkB8QCdAHQAhACuAMcAsQCIAI0A4wBbAYoBOgG0AJYAMgE7AgMDHAOoAi8CJQKoAm8DHARuBGsESwRNBI4ECwWvBUUGfwYNBvUEsgPjAtMCLwNjAxcDYQKYAQYBwgDAANwA3wCnADMArf81/8j+SP6t/SH95vwV/Xj9uf2i/UH91/yc/Kn88fxD/Wz9Vv0a/dj8nfxf/DT8V/zk/Jv9BP70/bz90f1c/hX/mf++/5//eP95/6r/7f8bACwALwAlAO3/eP8X/1D/WAC4AaACqgIoAtAB/gF3AsMCtAJ/AnQCqwICA04DigPBA9kDpwMmA5ECQQJOAncCZwICAn0BEgHZALQAjgBhAEQAUwCZAO4ACQGxAPb/Jv+S/mn+yP62/+wArQEsAUz//fyp+wL8dv2d/nT+IP21+zH7sPt5/LH8Gvwm+276PPpx+tX6T/vB++H7ZPtr+pz5r/m3+gj8vfx8/KX78frU+k/7FPzJ/EH9hv25/e79H/46/lH+gP7d/lb/zv8wAIcA7AB4ATAC/wLAA0cEfARfBCQEEgQ7BGcEaARkBLEERwWWBSkFPwSdA7kDVwTiBP8ErQQfBKQDeAOGA2kD5QJWAkgCqgKuAs8BgQDH/xIA7gCRAZcBIwGLABUA0P+W/0b//f4D/2b/xP/H/5D/iv/B/8f/Mv80/nX9gf1a/nv/MwAYAEb/U/7e/RH+qP42/4T/k/+P/5z/uf+5/4T/Q/9B/5//GABNABAAef/X/ov+0f6B/wwACQCh/17/j//l//P/rv9w/3P/k/+C/yT/q/5y/rT+Sf++/7z/ZP8y/3P/6P8DAIL/tP4//pL+iP9rAIQArf+J/vz9bv6H/5MAEgHuAGoA8f/l/1UA3QDzAHEA3//2/+wAJQKqAgYCogBc/8z+7/5t//P/UABQAM3/5P4W/tX9K/6u/uz+wf5p/kD+g/4d/6L/sP9G/+H+Af+e/yoALAC4/1z/lf9hAFEB5wH1AbIBhgGyARYCTgIVAngB1wCNALwANAGJAUABOADr/jb+mv61/4EARwAz/w7+eP18/cX99/3n/Z79Sf0e/Ub9uP08/nH+Df4n/Vz8cPyf/UT/OADH/0P+1/yo/Af+LwDJAdwBkAD9/j3+q/7U/xEB5AH5AR8BjP///WT9Jf7R/2kBHgLYASwB1AAPAYkBxgGtAZgB3AFhArcClwIqAtwB7QE+ApoC+QJrA+EDIgQhBB8EaATcBP0EiwTWA3UDpgMVBDMEwAP3AmICZQLfAjID4gIWAoQBsAFfAsUCWwJXAXwAYgDrAHEBYAHRAEoAHgAZAP3/9/9cAOwA0QCS/8L9nPzI/OX9BP9b/6X+LP22+yr74vtP/Wn+ff6Z/Vr8cvs1+2H7Xvva+h76c/lj+Cr2XvOa8lT2jP1JA5kCcPuA86HxE/i9ApoKzwqMA3n53fI19Fv9CQnTD2wNKwRT+0D5gv4ZBi0KnwjYAxAA9P8dA7QGqQc1BdABSQEbBYAKtQyeCQQEwwD8AV4FFAewBfICTAFmAQ0C5wHQAMX/wf/WACECmgINAigBmQBkABAAcv/h/tL+Wf8+ADIB1gGYAS8AUP6h/WT/6wKkBREFFQF3/MX6av1eAqwFmgTf/yn7F/ru/FAAzQDD/hH+bwGuBpQIcAQK/bD3F/fB+b/8pv62/0IAJQBj/4b+Kv5U/oP+Mf5d/aX81Pwi/tH/lwB8/4/8G/n/9oz3dvrN/Wr/tP71/Oj7NPxd/az+uf8yAMT/b/69/Ir7qvte/dz/ZgGiAAv+r/se++T7efxj/KP8B/7b/7wASgCI/6X/6ACwAhMEcwSsAzYC5QB0AD0BBQPfBEAFJQNn/5r81/yC/5cBkwAh/cP6pfx2AnQIeQpPB1sBffwn+yT9igBuA8UEQgQ/AtH/Wv6O/tb/6wDfAOf/GP9q/8AAGAJ6AsABkAD0/6EAUwLPA8wD7QHy/lr8svuq/UsBTgSWBOMBQv56/K/9dABRAtMBb//j/CL8+v0aAeYC2wEY/xv9Lf1v/kT/Ev93/hr+Bf4Z/oj+Mv9A//r9//se+9X8wgCZBMQFzwMaAacA8QJmBQsFfQFM/a376P2BAlEGnQbpAob9C/qj+oD++QLhBW4GqAQgAWr90/vY/ZoCQAcPCYwHqwT8AnoD9ARhBfUDzQHCAJQBWwN9BOwDsgHO/n38Xvvy+lD6cvmE+U37tv1i/jn8y/jP9mH3LPlH+lf6avoh+7X7+voO+WP3Vffg+Mj6qvsA+2f5K/gn+B35SvqH+2z9BwAKAgcCdgCu/24B7wTNB2gI1gZOBIQCGgONBj4LeQ7IDg4NHgvnCUkJdQlmC5IPlxSaF1EWGhFAC4YIeAmTCsgIhQbrCaQUax8uILUUmgUi/g0Clgs/EkwSSQ4YC1oLmQ0wDmELzAe+B94Lkg+iDbwFyfxL+Nn5nP5EAlsCRv8S++X38fbV99/4gPjv9gf2c/ex+g/9OfwJ+QL3Tfj9+kz7GfhL9LbzF/cb+4f73/cS9WD5aQVHEbQRDAJB6lHa3d158ooJzhN0DFD7mO2h66Tz0vwb/+b4b++V6gjvP/qaAxgDf/j66zfnXe0y+UUCbwM1/QX0N+1k7Izx6Ph+/ez8qPjb85bwTu8p8KrzmfnB/2sC7/5H9mPtAeoc7g72nvth+2n3ZfSE9HL1yfPa7zju8vJ//N4DNgL39kLpyOLs59nzr/wu/Nn0re7/7sbz7PY39b3wQu1C7GDtkPCs9Z/6J/wY+c/zu+847nju+e+v8/b5jQCPA4EA9fcr7RDlhORO7Wf7XQbsBrf8Lu9t6NDtH/xICkAQXQyYA/r8TfxiAMkFaAogDoYQwg+uCuMDbwEKCN8VciLeJEQblAz0ArUD4gv3E7EWuxR9EgoTUBXQFZISSQ3ZCfEK3w84Fb8XFhfKFW4WxBj3GbYX5BJYD9EQqxcVIPYk8iPSHkQZFBYZFtsYNh1uIWUj6CECHikanBeZFcITuRMVF5MchyC/H5MZQhAHCB0FFAliEZ0Y5RlVFJYL+gTbAzMIHg8rFA0Umw9PC58KkgylDRwMlQnSCIgKPQzYCloGbQKgAqYGrwoSC14HawJe/8b+If+4/30B2QQeCAUJ1AblAqr/9P5OADcBkP+4++/3JPaL9rP3s/eb9ebxm+2v6Xrnguil7LrwP/Bs6eXfkNpq3QLliOnK5mTgU92V4Ovmueof6Qzkh+C84nLqt/KN9arwaec74Nzfc+ZS8IP4Gvv69vzukuiX5w3rse6q7/Puce9b8r71VvYX8+buMO5Y8j/4pfub+xX7Vv1CAr8GtAikCVMMdRBdEkQPAAnlBDEHIw9KF2caVRieFfcVaRjvGCQV7g7lCuoL9A/oEdUOoghMA3kAb/4e+3732vYk+hr9X/pr8hPshu3J9Zv9F/7S9n7uFO0/9Gr9zv+8+Eju9eny7177bwPAA8X+Xfl69rD2Z/lD/RgA6/9i/ND30vXS90n7hfzX+tf45vha+oX6C/iz9DTzevPI8urvce2L7vnyIfe/9yX1TPNQ9hD+8AVjCWIIIAemCZYPPBSoEwEQBxB4F1Uijyi7JRMdgxaHFw8eRSMrI/gfcB1uG8MWgg59Br0CbQCs9qrictHQ1pf2XRp5IiIDQ9FNsia91Od4EaAdNgiM5DfM1cvU22/ravJD9Zr4IPfc6LTRZMJzyMneY/GV8QDkmthY2PzeQOT/5Avj8OAg4LThQufT8d7+BgeQAoLwf9mTy/fQSec+/0sISf6E6m3ZFtNv3Dz45yAqQ1VGoyGF6uXHKtHz+RIgeCuPHssLWgFp/2P+m/sc/qgNUCUZMn8jSv9p4vvn8gxuMJo0pxzbBbAFfBXCH1cahg5/ChgR7hlwHR0cexruGVsXKg8ZAqf36/odESgxUkeuRBYsew/cABYGKBm6L5s/ez/WKhUJL+096FT6lRJtH+MdJhjYFioXXxBnAEjwFuyy98MKrBZiEVn9Hujy323oz/jDBQIM0A9wE88SvQqFAJz9PwRdDNcMigWM/hL/NAfHEWgZIhsqFz4RXw5eD8sOowbY9xLq0+Q/6oH3FwfQEZUQjwEc7dniE+2NBQMZFxhVBULy+e4H/DILdQ1rAA7v7eaM7cL9RQxND1cFPvYD7arvcPx/DCcXQhT9AGvl1NIc1+LucQbzC1MAVPQI9gQE0RHjFJ0MJgEl/NwA0AnpDjEODg2gEFUX5htUHSAgoiaDK3YnUxvBEPQPDxdyHCYY+goc/sv7NAauFDAbfxVrCjYEnAaDDAgOSQfw+bHqX9/A3XPoxfo+CU8JaPrx58XggupA/OkGdwNW+DrxsPMB/HwC2wEH+s/vE+ox7bn3kgNUCqYIDP8i8pnqjfBKAgMRdwxw9BbbB9MP3d3pl+uG4sLZP9tu57X1kPv/9N7nlt4o3gbivOIr34Dc3d114K7hFOUy8IYBhA92EQIInfw4+UIARwumEJIL0f+U9sv2ov/2CTAPhg4LDDwM9BDTGGUfUR5BEfT6p+YX4kTysQzGHcoYdwKy643icuhi9BT8cvv89cXy+fXG/Gf/bfiY6sbeONyM41LwRfxqALL3COU71ZfVmebt+VP/JfMM4P3TWNRI24PeldiYzQTIj89g4efxTPet8YjoJOK534/gzeR96xXwLu0L40naDt6s8ecLYh3pHIwO9/9e/ToIJBc+Hu8YZgwhAkgAUAYeD2QVjBZJE0wPDRBsGE0jiSS3Ew/3NOHj4Tn4qBO0IZ8bigl8+pT4WAKQDUARwg03C+QPpxkxIdQhBRx7ErYIRATgCt0bGS3SMR4mZxMXCe4PFyNUNEw3sCodGEoLKgggCWoGWv7P9SfysfRT+wkD/gi8CjIHDAB1+Xv3Rfqj/CH4DOwx4BjfRewSAM0NeQ7/BX3+Uv9QCHAT2hlDGCoQ9gUr/hT8BQE9CjYQOgw7AWX8zAimIWkz8CzED1jv0ODX6n4CChXrFeYGVPVE7tPzsv03A/ECPwCC/YP7bvyTAkALMA40BW702ejd7Ov9xQ3ADuH/7e1+6Fz0jQfSEoUPKwRU/Ez9rgLbA/j74+3P4bzeYuXx8L77jQJUBEsB0vv7+CP9cwaIDPIHo/po71PwAf7HD3MbzByUFzwTexQ4GgwgbyIkIE4Z3A+cCO8I2hB1GBcWvAhn+y38mA7lJtEyFyh0DGTxB+cW8MIAtQn0BJ340e7c7FTxkPcq+5v5WvPf7AvtyvesCAoU0Q/y/EnobuEf7pwE4RLCDY/6AepJ6Xv3Pgi5DxoMqgQCAfwBywIh/wb3j+3C5VzhX+Et5jnuTPXd9mLy4OzX7NXzB/yj/Jjx2N8L0jzQFNqe6Kn08vrt+1/6kfpLAGELCBaEGC0QcgOY/ZQEcRKIGcgQFP367o/1mhDjLso7cDA8GEEFKwGCCJYRnxW0E/sNGweHAqADpwmbDckHy/hm65fr/foqDrkVMgta9pDmaua+89gB/AP89+nnr+B/5mXyTfr++aL04e8g73Tyr/c1+9f4Nu7S3TXPjMqa0vvhUO6m7xrnnt5U4LHsifmM+07wVt8B01bR3NmM58PzI/ml9lXxkfHk++4LXxeyFq0LEgAK/r4HpBTzFw0MmfgT7Sf03QriIr4tByd+FSQE4vqH+1YCUAh1B3X/xfbM9Rj/pQvwD4gGHvZk7GTy3AT8Fm4crBLJAuv5hf5zC2QVFRURDf4FHwacDBYUTBiYGL4WTRXYFmYccyM4JnofFw9++1buyu0397MAZAFA+Z3wJfD0+CgEYQkIBUb5COui38PbFOGV6xvznfHH6FnhfOTb8+UG1RByCxf9wfPu+PEIvRUdE2gBL+3E5M/tvQK/FzsigB4dEa8D1P5QBHMNzg8/Bo72WO3i8uMCeA/gDOL7cune4w7v+AHCDsINXgKs9sXyVPcV/0EEQQTX/5n5zvT+80b35/tL/hj9nfpP+wwCqwxGFAsSLAWX9Cnq4erc8iD52ffz8EzrnOzM9QMD3A2VEHgJcPxC8f/uIPe1AzULHAh//rz52QIeF7AofirWHHANcAqtFXskNiopIhgRMACb92T70wkcG98kYyG6FMUJ0gguEMEVTBANACPvZemZ8vkCwwzgBmv0qeJ33urpWPtLBmkFnPzM86vwSvTZ+3kCrAM3/rX1d/Cn8pz6DQJPAxr+Bfgk+OkASQ1CFHwQkwTl9xXw9e0y78rwJ/AP7DLmc+OF6PX0rwHSBdX9lO7V4RzfCeZS7mruauT/2HvYfefi/UcNXQ2ZAof51vtkCeYZiSPHIMESugD19D73MgcwG7smXSQ4Gk4UfBlQJSAspSXhFGsGBAYiFOckBirNHlcLtfxR+uYBlguLEI8O5wcfAX3+YQEVB2YKlgdP/1b2VPK59Tv9pwHI/YPz3+pG62T14AJsC0cKagAC80foYOQC50br6up24y3ZsdRL3M3tbv5oAhL3+uU73STjtvBF+AXy++Ic2PXaNer0+yoGrwXy/pP5W/tmBa4Tbx4XHvEQEf6S8YnzaQEWEFAVKBAnCQQKMxTzHu8e0RDy/HvwjvI+/9kLkA/dCMb8fvJA7wX0Vv2NBZYISAbvAdH/hAL9CJQOYw4WCDoBvwBKCBMS7hXBEFUHJQKaBnwTSiJ4K8sqgiE/FWYMHwpTDN0MCgbi99fp5uUB8DoBTgygCNP5gezr6ir0s/0P/X/wk9+I1BvV4t9Q7qL4z/mo8jbqtOln9S0IPBbXFRUHSPRy6kzv1PywBncFkP2x+uYDChRLHiMa0QqG+231lvmEApAJqApLBfT71vIz7jnwOPcN/qH/R/uj9ZP0tvnKAKYDEAC4+Yv2Qfk2/90CJwBy92btJ+iR69n2xQRuDjgP6geG/jf6xf3MBMAG6v0l7QLf/d2V6yX+SAgfBDP4JfEn9hcDJw1wDHUBe/Mx6xLurfspDYMYQRccDAEC5AOuE/En3zJCLRUcPAy+B+4NIRVaFMcLDQSTBboQ6B0qJMsf9hNhB5//f/5uAtkHagqiBlT8+++T6F7q1PI2+j/64fMV7vzuIvZk/dX+6Ply8xXxrfRP+w8Agv+N+Trxbuu97Hb2hQT1DmkPtAb7/An7LQJ9CpgJM/yP6ajdMN9n6gj1VPfq8c/roOth8mP76v92+43u296b1OXVG+Im8Vz4tPKX5YjdfORq+YsQjBwZGWENwwT6BJwK9g29CrMD2f9BBCAQwh28JpsnMCG6F94Q4RD0F10h+CV6IWMWYgzqCaYOGRS5E8AMfARCAeIEmwvID2wOtwhLAq7+j/8kBCEJAgrJA+v3yuz76UXyNgB1CRgHLfyV8zv2OAL5C7oIXPgn5afaxtxk5tbue/DV6x7mLuVi68/1zv1P/U7zVuVq3OjeUetZ+Kn7qvKj5RzhMeuC/kAPMBV2Eb8LfQqnDR8QVQ1vBQD9e/mv/VkIBxUlHmcfLBiZDKoDlwKpCJsPkhCwCWz/ovjf+Mv90AEMATz8gffc9lv7nwKJCKkJUgVj/iX6Ov2nB1sTpBciEHoB3fZQ+cIHfBdUHZkXKg/YDlMZ9CakLB0lYxSNA8r5gvha/EoAagDH+x31g/Ha9BT+kwZXBsD64emg3t3fYepe86bxmeW+2HjVb95l7Vr5xf24/Hz7m/1EAqMFRATH/S71P+8J8Jf4uAU4EVwV4RBECKcCOwTmCmMQ5A/NCZYCj/6r/m4AewBE/R/4FvTQ8/L3gv6eA5ADcv3l9LHw4vWcArkNhA18AJTv5eZ964P3FQDv/hv3afGI9Nz/lgz+EnUPKgQ198fu2u3l8rf4kvlq85nqg+ep77v/5QxbDegAp/GV64ryof/nB7kFhfzd9D31p/3sCIcRbRU/FuYWIhmVHBgfDx4RGEsOwwS0ACYFDhDZGuoejBoIEvQL6wsdEHkTOhKgDPUFgQE8AH8Aef8++2r0HO4t7H/w7vjE/3v/k/c47uPrEPRgAYMJ+QXe+fzuGu2487j7Wf6U+gP1nvM6+e0Dog4mFOgRKwl3/jH3MPZ4+S/7M/Yx65zhLuK97lP/BwjfAoj09Ocu5YPrRfPD9BLufOOL23jaIOAW6WDx3fb++fv8PgJmCuESzBaFEmwHJPxW+BT/YAw4GK8cCxqNFYgURhjZHTohnCBEHfkZ7RipGtcdfx9nHNwTkAnWA3wG1w4nFfUS4whr/nj7rwFYC2wQ+gy4Azf7bfgv+/r++v7B+S/yde2n79r4lwRFDD4LOAJB94HxYfMe+MT3ju4U4fPYstz16VX3Gfzg9qftBOgx6Zzu+vKq8untz+ep4xzj5OWN6i7vevLL9Ej4O/9kCawSbRUVDxoD7/iW9oP8FQaVDS4Q/g4YDdQMeg7OEBoSABE1DTkIAAXcBdAJJAwECKX9ivN18ST5NQR6Ce4E7Poq9Gr2JQBtCqMOPgs1BGH/EAD0BJsJCAqMBUH/UfzjAAQNmRsqJTcl2h0TFs0TrBaaGJETYQcX+gPzDvX1/DkE8AXEAUf7zPZU9qX4lPpG+QH0k+wa5g3jvOMm5oLnmOZT5Z/n/O+R/IkHHgsEBoX8GPWh82H38vxvAfUD/QRmBSIGGAhdC2sO2w7rCzAIzwckDFIRBhGDCBf8H/Tl9eH+1AbiBvr+RPXL8Cf0SPxhA0cF6QGZ/Fj5NvoO/jUBzf+f+MrueOi26jT1tQGWCPgGCwH6/VUB8wfiCqAF/PmR7qHpsOwq9J36ifww+p/2I/Um94/7pf/HAAv+Evke9cb0+/ca/EL+5P1w/VAA6Ac2EjMbhh9HHvUYQhLgDKsK9AssD6ERlRECEO0PLRPtF9EZMhZBD4sK6wuKER4VTxGDBqX6UPS19UH74/7o/HH29u947dbvz/QD+Sr6NPgu9Qr0ovbW+3//RP3A9A3rYOc07Qb5JQMTBtkCf/9RATcI/Q7QD8MIBP078rbsJu0a8Rr1vfap9WfzUfLp8333Tvpt+TD0Du3V54Xmt+cD6EDlreAj3i7hauoh9xcDzwrYDAEKAgVsAcABhwV6CV8KcAigB8gLThTiG1Admhg5EzITqhkkIpgmXSSlHRYXFxTtFGIXmxjGFucR1gtzB/oGOgotDtQOrAqNBMEBTwWLDJ8QLQxVACv0Fu/g8tv6RQD9/138c/pN/ZUD1Qj+CCIDqvl38J/qI+nu6rHtJe9Q7kTsbOuI7czxGPWO9EHwV+tG6b7qKO0j7XzpEeRR4BnhY+cQ8h/+jAchC6wIgAMnAL0ARQPpAy8B2P1j/o0ELQ26EggS8Qx/CJQI6wy4EfgSSQ92CNgBN/55/kUBuwMPA6D++/hq9mz5DQDpBKcDPf2g98v4LAHXCmUOPgmZ/5b4Wfh1/WED6AZECNgJhg1TE8gZ3h67IEke8BfhDykJzQVnBYAFpwOW/4T7UPrY/OwA8gLiAOT7JvcL9VT1pvWX81Du6+bs31fcet5b5gXx0/l+/YD8fPrL+mH9GP8d/U346fTU9tv9lgUuCVsHUgPKASYF0gvkERMUkxEaDJkGrQNKBPsGgwglBi0ARfqa+AX81wDvAXP9yfbT89b3pABWCP8JIwV1/XP3NfWg9T72ivX48z3zFfUr+oEBmghuDDELxAVn/3L7z/p7+5P6Nfdu81PyHfX8+bz9ef7b/Pj6Ovqs+qr7svwz/R/8qfjf8yDx7POo/I8Hhw89EtEROhIhFUYY7RfMErwLfgfaCIUOXxSsFqsUshAtDiwPIBNbF8YY4hXND6kJgwbxBmAIAwcuATj57fNk9Pv4d/yC+pLzruwo60fwgPiJ/kz/k/uc9mfz9/JR9Kr1qfU49LDyOPNm98n+ugbPCzAM2giZBI4Bjf/a/G74b/NK8GvwAPPf9X73yfdg94j2QPX/86bzLfSy86Tvhud13mfZS9uK4nDqTO948Vf0Yvo5AqkHoAc1A7f+8/1XAWIGPwrZC+ILuQufDGwPHxRYGcEc0BxyGrUYMRpjHrQheCBrGlIT6w/UEQYWcBdME2wLnQTJAisGrwuED6oPuAzFCLUFGAQDAwYBWP2j+O70aPT1903+hATWB2YHkwSYAZn/8P06+/X2E/IW7vrrvuvl7L3uavAC8UvwVO/a75Dy0PVl9jbyfOow4wPgjuFg5bnoKOuK7o70efxVA2EGKQWeAWD+I/1O/mABRAWACN4JeAkPCa8KoA6gEp8TshBQDFcKZgwBEHUQOAuKAur7b/tLAIcFQQaRAc/6bfaR9ir6j/6yASgDpgMPBLwESwXfBL8CMP/H+8v6uf0ZBKkL8RHiFQwYjhnHGisbBhomF9ISag19BzMCJ/8v/ygBWQKhAJL8RvmK+QH9CgC3/jP4cu9/6BbluuPy4SLfUd0i3zTlaO1w9A74Gfjt9WPzFvL08sT1BvnP+m36TfkF+uj9jQPZB78INAdRBmoItAzTD8kOtQntA1EBHQP9BhgJFwe3Ac77Gfiw9+35Rv0tALMB7wHhAaICJQTaBMUCZ/2c9o/xd/Ap85P3ovus/kMBAQSgBj4IMQiCBpUD2f/l+9H4yvfp+J/6wPqs+EL2Z/Yo+mn/fwJsAWn9efmn94n3VfcO9of0nfTB9wj+OwZODv8TsxWYE/kPCg6KDzITpBVoFFEQ/gynDRwS5hZbGO0VhhLUEfIUahlEGzEYMBGtCfIEGASbBbYGLAWUAHD6O/X68gf01/YY+W35c/gW+LD5kvx5/mn9YflL9GLwze5m76PxNPXb+fX+dAOLBiIIlAjkB48FSQH7+6T32/VF9rz2UvVe8k7wZPFe9Yz5GPtG+ZD14PHT7qPrV+fu4azcitlX2rrfeeiU8bD3RPnS9+72b/kG/1sE7AU7A4T/Ev+MA30KgQ8wECAOSQ1xEOoWah3TIGMgsB0cG0YaXhtkHcMeFx7wGisWkxGyDsINog3rDE0L3gkICg4Mjw55D4IN4AjcAvr8hvh09g73ifkz/Jn9zv1Z/ocAsANJBRwDhP1s99vzXfO18yjyHO6S6T/nLOgd6/Xte+/h793vl+947srrWue34SXcZtg12FLcqeOM6zLxl/MZ9EH1hvj6/BUADQC1/RP88/1aA1IJQwwJC+0HzwYHCpEQ1xZLGbgW3RAaC0cICAmbCzgNDQxlCEQEsgE3Aa0BiQFfAFD/+v/8AlQHMgtHDVYNtgu6CNoERgGu/wkBkQRUCCELxA3xEfQXnB3cH64dLRmwFbQUuhT+Ek4OLghvA6oBLwLlAj8CUwBr/sr9pv76//f/4PwE9ojsaeMe3ofeiOOr6ZTtSu6I7d7tZfD483D2nPYr9fPzX/Rf9qL4v/lk+aX4OPkw/B8BOwZ2CdAJ/AfhBUwFsQbcCOsJywjyBdkCkwD3/gH9JfoM9zX1tfV2+GL8MgDpAt8DrgKC/1j7pPdR9Q30zvI18WLwJPIM92T9MwKeA0cChAAlAPYAKQFG/3X7XvfL9HP0v/V495b41Pi9+Gb5qvtS/6ACGgNG/1P45vG179fyAfmG/mwBtwL3BIoJSQ+OE5gU8BLeEHUQExJFFBIVghNQEGwNwAwJD1sTnhelGYAYExV/EYoPTA9GD+0NJAsrCCoG9wRSA1AAVPy0+J32Xfah9/H55PzK/7cB+wGkAG7+C/yT+aP2Q/OE8ATwsfLH9zX9EQHjAowDKgQCBWwFgATKAY39tPiR9FPyR/Jp8wX0L/PS8S3y0PW5+14A8/9U+SnvL+bs4W3i3+RY5lPmuOar6VLvivWq+Z/6pPkh+dj6u/4cA+0FJwZqBLACDgNqBt4LShHPFBMWZRaFFxwaNh1OH78fTR9BHwkg2CBkIP8d7BkTFYkQdg3aDOYOdxJcFcUVohOfEIkOkw0XDD8I8wFd+1L3Qfc2+tX9NQD/ABIBVwHeAe0BmgCE/R35k/RF8ebvze9A79Ps6+ju5XnmGutg8Wb1lPRl77Xog+P74Czgf99X3qDd597l4rHoLe5j8c3xpPAY8PLxQfYj+9/96/xd+XP2Lvfu+yECZwZKBzEGwQVtB2YKlAyODK8KmgjPB5MI7QlwChQJtgUvARf9RPvg/GgBsAYuCt0K+wnCCU8Lcg3KDfQK4QU9AYT/ZAGsBVQK+w2VEB4TgRawGmEe0h8FHpYZlRQ5EUIQSBDJDlQKGwRj/wn/KQPYCDEM/QrPBRr/KfnL9EjxjO1j6dHlXuTe5YzpXe1O79nucu2X7cPwCvZj+vL6c/fA8q3wDvNr+In9JAB8AH4AzwGRBLAH+wnoCqIKvgnvCNwIuAnoCusKPAidAuH7C/c49uz4fPxU/iL+u/0H//gBdwQcBCcAB/pc9FrxnvEH9KX2GfiG+FD5zfv3/y4EVgZnBU0CR/8i/rv+/f6s/Jz3SvIk8OLyI/lz/7YCCgLd/oz7v/l9+Vr5s/cz9HPwNO9U8jr58QAxBqwH5gbfBpIJWg6OEsETwhGlDuYMfg1yDxcRmRFtEY0RlRJjFE4WfxdCF1wVchLzDzoPThB/EWMQuwuoBAf+S/rB+Zz6zPrT+fr45PnY/GEAUAI9AVv9J/iH89/wefCD8ajyDvMl83n0Z/id/rcEwgd/BocCJP+G/uf/MgDC/Nj1uu5l657tzfMh+ir9CPyd+Mb1CPVb9QX0/O7L5q/ee9r024LhVOcq6o/p9eeF6Jvs4vKQ+Ir7rPt/+gT6hPv+/kMDtAZWCKUIcgmRDD0SixigHPIcsxovGTIbvyDLJospVyfIISwc2xjUF4IXmBYsFUwU3hTPFhsZURpLGbwVbxD+CukGrgSGAx8C3v+M/eb8+v7aAu0F5AXFAhT/r/1A/4MBGQFI/Fz00Ozt6NXp++1E8gX0wvJH8CXvefDI8gzzIO+s5wngAtw53RjiIueb6Wnpwuj96aTtO/Kp9eX2cfaq9cz1Tfe2+eL7uvwn/Hv7uPzrAPoGFgy1DYcLygekBdQGfwr8DeQOvQz9CJ0FjQNOAsIAbv4R/ET7Yf13AswIgg05Dr0KbAW1AZcBEwQQBgsFYQE//hX/1gQkDS4Uihe/F2UXtRixG0Ee+h3xGWQT3QyoCJ0H1AhmCqkKSQlnB6YGkwfRCMwHugI6+j7xGus36U/qoOsp6/3o3Oan5u7oruwc8Ofx8vFF8T7xh/J89KH12fSq8kPxC/OW+Mf/FQUfBoEDYQAGAHsDDgnIDYkPKw4kCz4IWgYVBUMDCQDQ+2X4+fdq+z8BNgZ6B7EEXAC7/RT+of8q/wz7yfTt7zzvnPJ49+j6xPsh+yb7QP0ZAbcEwQX/AkD9APf/8ofyrfQa9+H3Dvea9qD4RP0fAuED1gBQ+rXzNfDZ8Ej0Ffht+g/7Kvtl/LL/kwRqCYkMZw0PDTgN1w4hER0SVxCCDGEJ2Al0DrQUtBgiGPYTkg8iDmMQZhRBFxgXHxQKEKgMnQoXCZMGMwK6/Ef4BfeH+SL+7AHCAsoAMP4y/Sf+MP/q/Zb58vP276rvyfIv93f6kvtN+5X78P1HAqgGYgjnBRYA3vk09vP1Vfeg9571zvIY8jL19/oBAB8Bav2g9rfv+eoA6dzo7uj7593ltOMx42Dlq+kQ7qjwRfG68TX0G/lN/sUAQP+Z+5P59PtfAq0JUw7vDhUN5AuyDYkSZhjSHJoegR53Hu8fnyJ/JDQjBh7MFgYRhA9cEtUWaBldGN4UyBEvEa4SyxP2EY8McQWo/2n9nf4iAVMC9gAN/h38TP2gAbkGOgkkB0wBv/pt9gP1sPQJ82PveusD6lvsZvFK9kv4YvaP8Qbs1+fp5aDlduUd5KDhkd/p31/jcuhQ7BftgOty6ojss/Ee93n5wfcK9OnxvvMv+bj/ggQ+Bp0FkwTfBOsGrAmNC8ELCAsdCywNbxBLEi4Qxwm+ARr8Z/sD/88DrgamBjsF0QSmBt4JJQxtC2wH+AHw/Vv9GQANBKYG7AY7BkcH4gtNE3saNB5oHc0ZWhb2FDYVBhWOEsUNjQh3BRsG9gmlDjUR4Q8IC8kElf+F/OL66Phn9d/wHe2765vs7e3H7d7r2+n16QXtu/GH9Wr2OPSl8Cfufu7E8Yb2q/rF/NX8Ofyc/Lr+2AFnBH4F0gUpB5cKAQ+QEdcP+QnFArX9gvw2/lYA7gDk/7X+If+3AVQF1Qd1B/UD0v5U+hP47/dZ+K/3wfUb9MX0cfir/eMBVwNNAoQAmf/O/xMADf8X/MH3l/OB8c3yVPcq/YEBPAJP/7X67vYl9Z/0xvPj8ePve+948eP0vPe/+Hz46/jQ+0MBeAfVC5IM6gn+BaADjgRWCJcMvg7zDbgLowo/DL4PrBIZE0ERWw+7D8wSnhY6GMEVpw9WCJACy/+f/1YAPgDB/rj8zfsp/VYASwOsA6UAs/uP9xn25vbZ9xj3uvSz8i7z1/Zm/KEB4gTyBdIFvgU5Br0GFgYvA/n97/e286fzBfhZ/toCFQOq/3z7Ffl5+HL30POX7Qfn1uIh4snjjOXG5XzkKOOC41Dm9urN7xXz8PP38vLxq/Kt9c/5Sv1Y/84AKQPfBs8KXg0XDj0O1g8OFGEa6yCDJdQm9CRCIa4dqxtlG70bKxsSGX0WcxU5F9kahB2hHBEYURJmDmANsA3RDIcJyATDAC//QgDyArsFbwebB5oGSQV8BFAE0wOGAZX8AfZx8IXuw/AG9Rj4NPgx9lH08/NX9G7zw+/X6cXj1N8F36/gC+Nb5O7jbeJ64ZPiDOar6lzupu/E7nXtjO1o7+nxxPP39L/2Hvp5/skBVgJEALP9Nf0KAG0FJAvYDkYPsgypCAwFCQNxAv8BkQBi/ir9xf5VA78IBQyWC4MIfgWRBJ0FxgY5BqEDQQAF/mD+xgGHBwsOZxNsFoUXgBgTGxsfOyKrIaochxUHEHkOHxAzEo8SYhGGEEkR7xJBE4MQ6QpkBCD/H/zv+k76APla9ofymu4+7LHsuO9686n1TPVv8yTyo/JL9F711/R+81vz6vWv+nL/1gEmAcH+Jv1Q/pMCgwjRDYkQEBBsDXQKbQgaBzIF5gEF/pP7HPw4/8UCjgTsAwoCtgDOALAB1gEfAJT8S/i89BTzwPNC9kr5Xfvi+9b7FP2WACsFBQj3Bl4C5vxm+c745fnU+uj6+vpW/Dv/aALyA5QCj/5Y+cv0RPIo8r7zavWg9Q/0OPJ+8iX2B/xOAb4DegOoAmED2AVQCNEI8gZOBEADIgU9CVkNSQ9ODoYLGAn+CNALbBB+FOsVLxS6EKgN8wulCu0HDwNZ/UH5cPiJ+pj9gf9n/+39dPwE/JX8Lf2L/AX6DfYS8s/vOfDW8vP1Avjr+Dn6p/0yA6sILQtjCXoELf+y+3D6Tfr4+Qv5R/jX+Fb7If93AloDpwDj+h/01u5i7CDs9esK6lzmwuJZ4b/it+Vn6PTp7upi7J/u4vAk8hXya/Fp8RHzhvYB+x7/gwGwAXsA2f/BAcIGXg0AE+sVkRYJFwwZOhxSHigdrRgtE6oPuQ+hEiAWFxjTFyMWjBQsFAkVDBawFfcSNw4XCY8FlgR0BWgGHAbDBN4D4wTtB34LjA3eDLYJYQVFARH+nPth+SP3TvXO9Gj22/mS/UT/dv2l+B/zWu8p7jzueu3o6nXn/uSk5P3lu+f26NvpPOuA7SHwB/Jq8mzxBvBv74fwafNJ96n6IfxK+2H5nfia+gr/3APrBqwHeAcbCBkKLQxaDJsJwwT3/zr9Rv1Z/+oBowP7A10D3AKPA6wFEwjMCIcG6QFw/aL7Hv0+AKMCTgNYA+8EcAlOEHsXyhxEH2IfYx4rHbwbgRkmFj0SKQ9gDmkQPBSOFzEYghX+EBoNWAsUCygKzwYSAbT6x/Va8wzzr/Mf9OLzL/Of8r/yqvPi9IH10/QF81vxffEZ9B/4Tfv8+3/61Pju+Cr7aP5OAX0DfQXeB2sKQgxxDJQKDAfUAhT/o/zH+xb80fxh/cr9mP5WAMUCsAStBFYCyf7Q+2D6zfmA+JD1yfEp72nvvfLE94L8mf/RAN0AjgA7AJn/B/4m+1f34fN+8j70oviP/Y4AggBZ/iX8ZPve+xb8yPrt97r0l/Io8hTzgvTb9Tj3NPlI/DIA3wP/Be8FTQSqAn4CJQSpBoAIzwgHCGQH3wdkCQkL/gtKDMYMVA4gEW8UBBe3F/AV4hGiDMwHzwQPBHQEPwRqArX/Ef76/vwB+QTQBQ0EDAGS/kP9Tvx8+nr3R/Rz8vryr/WD+Uz9ZQDJAsMEhQbQB+sH+QW4ARf8JPf69Gj2TfpG/lIAFgDY/ir+hf7u/t79n/rh9SPxgO366tfojOZY5B/jrOMR5oLps+x87njuUu1y7AntQ+8y8qL0E/b99iv46vnC+xf92f3R/iABeAWJCxESexeSGiEbAhqhGCkYwxiRGWEZuhduFRcU3hSLF5IaKBx6GyUZnRYMFYkUHxSaEnAPNAs1B7oETQSSBZsHiQn7CiUMXQ13DoMOPQwpB1MABfph9gX2z/fN+br6lvo3+k76tPqT+h35P/a08nvvEe0U67zoouVX4iDgEeA34mbl8ue76Njnb+bS5aTmmOjk6vHsqu5O8Bny/POn9br2FfcJ91r34PgO/I0ASwXlCFMKcgkbB6UECwNOAqQBVgCO/k39pP3W/y4DgwbcCNYJpgnOCMIHlgbxBIQCh//g/KT7X/zB/gQCngWcCVkOyBMQGcYcyx0PHLUYUxUEE+gRcxEgEecQFxHQEakS2xLFEWwPcAySCSwH6QQWAij+N/kS9O/v3e0Z7t7vt/Fe8onx8O+o7kzuuu6E73Hwj/Hu8lv0e/UY9jj2/PWm9bL1/fZg+vb/mgZZDJUPBRC6DiQN+wvoCiYJbQZUA/0AQgAmAeMCiASYBUcGDAcFCKgI/gdgBQYBFvwC+L71KfVR9Uz1GPWn9Rz4o/z5ARAGQwdYBXsBYf1X+t34xviv+UT7U/2h/9MBaQPmAx8DcgGr/5T+bP6j/hz++ftc+Jz0kPJj88/2UPsp/14BEwITAh8CfgIPA7YDlAT4BfwHUQo6DNQMmQvoCCEGIgU0BycMSxJ1FzcafRo8GZYXDBZoFB0S+w5sCz4IHwY9BT4FdQVPBbEECATeAysEGQSdAnX/dfvc91f1tvOT8uzxPPIH9FL3dvs+/3sBuwGKAPj+p/1f/Jn6Vvhf9rL1wPYJ+Vr7bvyw+575gPd09p/2Gveg9mj0hPDR64XnteTr4/Hk7ebB6I/pJekA6PPmvOau55Xp8OtF7nnwvPIU9Q73Dfjy92f3e/f3+CL80QCOBokM1BG2FdYXRRh5F0wWvRVoFiMYRRoaHDkdcR29HF8bBhpzGekZ4RpEGygagRcjFBMR0g4qDbsLeQrPCR8KKQv7C48Lrwk1B0cFXAT5A2MDVQIDAcL/yf43/uL9Ov2s+0z54vYy9VP01vNv8yLzzfLm8eDvzeyP6WbnMefi6F/rFu0D7VHrGumL5xbnhed26L7paOty7a3vvvFG8xb0P/Qc9D70OPVp98/68f7aAk8FXQUOA67/N/0y/df/5wNPB00IegY9A/kAeAGLBA4Icgm7B0oEuwG9AbMDfQWABRYEAgPAA18GuQmDDDEOIA/5DwYR6xEcEpMR7BDeEKgR9RIdFHoUwhM5EpEQWw+mDiIOeQ1lDKwKVwjfBc8DDwLx/xL9Fvo3+CT4fvkg+7n7SPqz9ivyzu5b7vTwBvUz+M743PYM9H/yLvNb9ZL38vik+Uf6aftm/TAAAwOEBK8D1ACY/ev7uvxN/7oBSAKuACv+V/zr+4/8lf2O/lX/zv/X/0r/Bf4U/P75sfjX+B76c/v0+7b7jPsR/Ab9gv3V/DX7ofkL+ab55foI/Jf8cfyy+6b6uPlE+Wr5/PmW+sn6UfpQ+VT4Bfia+J/5aPrX+p77j/2RAHEDvwQTBGsCWAH4AV8ErQd/CrwLUws6CpMJ0wnSClQMGQ6ED84P5w7RDbsN1Q43ENcQZhBcD3kOQA6iDtsOBw72C28JegeCBjMG+AWABc8EFgRvA60CgwHu/2n+if1n/YT9Uv27/Cf8IfwJ/b3+dAAaARwA//0O/HD7UfzY/cD+Pf6J/KP6ePk4+Xj5vvnW+bD5NPk0+JH2VPTT8XTvP+366i3pr+kn7jv1Nvq3+D3xTunE5ufqGfKW9y/56vcx9qz1YvaD96/4dvpb/ZoAagLWAR8Atf/EAUMFPAjSCU4KxwneB3QFxAXxC6EWJB+yHkIVggpPBwUOGxm2IBwhhBzpF4kW0xfHGEIX9BM1ETcQNhB1EPwRyBWlGZQY3A89A7L6b/tPA8YKzwqUAWDzcOhM6Aj0vQNdC6oENfW36fDqzva9A0AJcgVs/FT0dfHi88z3Hvm193P3dfthAZQCX/op67fdD9vM5V33rwPGARjz2+Lh3N7jFfBE94n1IO/h6gTsufA49TH3gvYW9CLxfu908d/3ZQAeBgMFTP2v81zu3PCh+f8CSgcjBSwAOP27/T3/DP9+/ST9j//cAzAIWwvJDAgMrwmNCC4MzxQwHRQeGxU0CGQBYgaRE8ceAR/gEoABsvXC9mMDaRJuGZoUCwn//yD/wgRtCrkKkwXN/6P+/QJCCFoIXgHC953ytvWX/vgGvAkuBnz/qvnI9jv2Mfam9Rf1jfUX93D4Lvg+9v/z2vLd8hLzMvNu9Pn3zPyn//z9+Pga9T72xPvRANcAMPwl+Bv6GQJQCgIMfQWK+0b1X/aa/E0CQQPi/2b8D/2tAiQKyQ5wDVQGI/1X9zX5qgJdDoUUMRApAxv1lO5q84UATg6UFZgT5go/Afn7B/08Am8HwQlQCdYHPwYqBH4Blv8GAKgCVwWzBTQDof/w/TAAvgVAC/0MrQk3AwT9CPr2+70CxwtgEskSlQ1mB88EnwYiCloMGgzhCe8G9QS1BcUJmw8ZFKAU2hD9CoAGBAaWCYsORBHxD+0LRwj3BmcH8AdZCBYKtg2RECAOXASZ9sDraekP8P76NQMSA1j5Z+pG3ovbeOKE7JLxee4T5zvisuN06T/ue+4Q60Hovekc7/Pz1fPi7kTqTOsF8iP5jPtS+aj2mvZC+Br5rviy+O75tPoU+eX1gvRH9938KAHcABD81fXW8R7yOPa1+8f/NAFGAZACZwZvC+EOKQ8gDSMLWwvCDt4U0BvcIA8i2R/zHBgcnR12H64fnR5gHgAgvyHfIBUdThloGH4ZkRgPEy0LBwaOBrcKfA1QC8AEaf3I+L73ifi5+EP35vT28gnyyvGn8XLxaPHP8YjyBfOd8hnxwO4M7IPp6ech6EnqFu2q7lnuWu1a7ZTuye/876bv4+/c8JLxNfFh8HvwFfIx9HX1sPUB9lT3VfkD+wH86PxI/u7/YAGtAjkE9QVPBzMIZAkeC7ULyAjOAs/+wgINDxccDCD8F8gKowLSAy4K0g5mDgUKOwR+/1T+hgF2BCT+aupW0zDNFeQLDKUm4hxp9WnQtss96RgPZB+dEDnyCt123+L04Qu7E28H5O/w3FLaQOiM/KIKigtHAOLuoN7/1Q/ZsuYy9wYAp/uC7lfj2uGL6IHvfvAT7LHnyecv7BXxv/I58MrrRell6zLxr/Wa86Tr2+b4730HaR5tIPsG5+La0B7hpQiGKY4rcA8L7aDf8fBPE6YtCy+tGqwD+/xuCuweeSjJH6gNQQJ2BskUZR/+HFMQdwSOAowKnhR7GMcTzAoyBOYDAAleDwETjxKPD8wMMAyZDVAPeQ+CDYIKcwj9CEgMiBCuEjQQLwkXATv9UgEtDAkXOBmODlr8qu859N8J7iHqKFsWevXd3THh8vyEHLcpkR38A9Pww/DMAS0XkSORIaUV7gkuB0APXRyXJYklXh7WF80YkSGCKzMuxSXEFbcGjgCHBekQYxq5G7EUUwpHAp3+h/1s/M/6OfoC/MX/uQMTBtkFKQNY/878s/3YARIGowb5AqD+/P2zAbwFRAVc/6r30PKN8mP17/il+3P8Fvot9P/s9OgW68fxlvfn9/ryYu2a6ynut/Fu8iDv6emM5gDore7v91L/SAGV/aH3BPRX9eb6BgJqCDoNfxBAEmwSXBH6Dy8PXg9iENQRMBPRE0ETrRHeD2wOAA2oCi8H8AP3AgAFZAg8CrwIlAQtAKf9eP2s/t7/FgAX/1D92fvW+5v9EAA4AZn/dvur9k7zQvLj8r7zoPMh8pXvvex16nTp6uk56wPs7uqG57niY94p3F3cut1d3hzdcdr21xjX+tei2fzazNuQ3Mvdfd9R4RPj2OTI5tzo5OrF7JfuhPCN8nD01fWr9mb30fhj+53+HwGUAdH/M/27+538ZP9bAvsDCASBA2sDzQPkA0ADmgJMA9gFDAm6CnsJ5QU5Ar8ASwLiBXMJ/gqTCcwFowFm/xkAigL8A3QCiP7a+rv5J/sV/Zj9c/zM+qz5LPns+MD4z/gI+ez4Afg/9jH0evJv8f3wzvCO8C3w4+8B8IrwEvEP8VjwTO957hnuOe4U7x/xK/Td9nv35PV99Hz2tPxIBPsI8ggwBlcERwX/B1cKOgsOC7EKsgpdC9QMog6MD3EOrAs9CUMJ/AuKD58RaRHUD0sOfA1wDUUOQBD4EvAUpBQjEmYPlw4REBYSkhIdEQoP5Q3YDbgNYgwIChsI5wc3CVEKcgl2BiwD2QEyA7IFzgYGBQMBA/0b+9L78P2I/2r/6P19/Jn8Y/5wAMsAt/7T+1P7Vf9xBh8MIQxrBqr/kv1CAsAKuRG8EzARAA3ZCZcIkwjmCE0JCgoxC0gMiQylCyoKEgn+CMoJ6QrnC3kMTQwyC3sJHgjyB90IygmcCTYIgwagBQgGhwejCcgL/gzrC9UHCQLl/bH+lASyC8gObAv2A3P9fPv8/TACbAWxBmgGRAWsA8wB9/+6/qb+v/8MAfoAuP5S+yD5sPki/Pn9mP3H+5n6Dvs0/Kb8V/x3/H79IP7G/Mr5s/e8+Ff8vP/TAEIAOwC6AYQD4QOiAjEB1ACSAacCjAMnBEgEoQNWAkABSAGQAl4E0AV8BnkGIQbeBQgGugazB4AIzgigCDYIygeGB4wH9QeoCDEJ7witBwEGAwVeBZMGWAfGBg4FDgNpATMAb/9j/zwAZAG1AXMAC/7C+6X6vfos++j6e/lS91L1JPS+86PzZvMF87/yvPLl8gLzzvIr8kzxxfAf8UHyY/O980Pzt/Li8vPzmPVg9wH5OfrG+qb6PPoU+oD6ZPtr/FX9EP59/lP+Xf30+wv7hvtd/W//WACY/9n9UPzH+0X8Qf0N/jT+wv01/Rj9iv0w/rL+F/+Z/z4A5QCYAZECtgNbBNIDSALFADgArQB3AfgB+wFuAUQAvv6W/Wr9+f0n/gT9xvqG+C/3ovYe9i71FvRj80PzavOK857zz/MW9DX08vNd88DyZfJn8r/yVfMQ9Nr0nfVO9ub2YffJ90H44/ih+Tb6WfoL+q35vPlt+mz7Ivwo/Kr7Sfuc+7r8H/4S/yD/b/6c/VP95/0b/2gAVQGmAVgBpQAJACIARQEOA5QEKwX8BLoE4gQ4BToFsQTkAy8DsAJVAhMC7QHHAXoB/wCKAEQADACM/5T+Zv18/Bb87vuD+5b6efna+Cz5VvrI++b8Yf1g/Uz9gf0F/oz+w/6v/qn+BP/H/8IA1QH2AvgDfQRcBO0D7AO2BOwFsAZwBlsFLQSSA7UDPwSXBFEEeAONAi0ClgJ0Ax8EIgSAA6UCDAL2AVYC7wKBA9UDzQNeA6oCBgLwAcMCXwQLBuwGlgZqBUoE2QMqBNYEfgX2BR8GxgXWBKQD3AIFAw0EWAUxBjgGaQX/A04CvwDE/5L//P9wAGsA1/8k/+z+Y/8vALwAtwBKAOr/4f8ZADwADwC2/4//3v+RAGABEwKrAjsDuQMYBF8EqgTrBOsEogRoBLYEiQVTBnoGCAadBbwFVAbjBg8H+wYJB28HDQiICIYI3Ae6BrAFagU4BrIH7ggmCVcIPge/BjIHRQg7CWwJlwgGB20FigSTBAwFGwVOBO8CsgEFAcoAnABCAM3/W//j/jb+JP2p++75SPgY96b2+vbE93P4hfjr9zX3I/cE+FL5J/oF+kb5vfgF+RD6UPsr/F38JPwc/Nv8ff5wANUBCgIgAcX/2P7X/of/JAD//xv/M/4K/qz+Zv9f/2P+Bv0w/H/80/1h/ykApf8q/rH8Ify1/Pf9MP/k/xYAKgCQAG4BfgJMA5cDigOQA+wDhQQLBTcF+QR8BAwE4wMCBCgEBwSNA/wCnwKQApQCPwJFAa7/4f1z/MX7x/v8+9v7N/tg+vD5SvpH+0P8ifzZ+5n6jflX+RP6Vvtw/NT8bvy8+4H7Ofyy/R7/p/8H/8H9r/xl/Mz8WP1//Sn9nfwo/OL7yPvh+0f8+Py2/SL+C/6S/RH94/wy/eH9q/5M/57/pP+E/4X/BgBAAQYDtwSjBZAF4wRKBDAEhwTuBBEF1ARZBNUDXgPiAkICiQH8ANkAFAFJAQgBHgC0/i/9+ftP+y37Rvsx+6v60/kh+SP5HPrN+439t/4E/6j+EP6n/b/9jP73/4ABbgJTAnsBxQD3ACUCsgPRBBEFjQSyA90CHgJMAVsAfv8H/x7/iv/c/7D/5P6r/YL88Psz/Pv8mP1//cP86vts+1r7c/uY++H7f/xp/Vz+/f4U/7T+Of4o/tT+FQBUAe0BqgHOAND/Cf+s/tf+cv8SACQAZP83/mz9bP3W/dD93fxM++f5R/ls+dL53/lV+Xn48/dW+KT5Mvsf/P/7MfuA+pP6b/t//A/91Pw5/Br8FP3r/qcAZAESAXkAfwBXAWECyQJFAkABeABqAA8B+AGnAtACdgLqAawBJQJUA6UEQwXABIYDmgLIAuwDHQWEBRsFnQTPBM0FCwfVB94HXgfaBsIGNAfoB1oIHggmB9gFyQRZBHYEowReBHcDSgKBAYkBLQKjAiECeABL/ov8y/vb+/n7eftN+gj5efgF+V/6vPtj/DD8rPuT+zr8Pf3O/Xb9kvwh/Ob8u/6RAGEBAAE8ACkAOwH2AlcEjgSDA88BYgDr/3AAWwHjAZgBrQDB/2H/rf9NAMUAyABiAOv/qP+q/7j/nv9c/y//U//Z/58AdwEyAq0C3wL6AmADVAS1BewGZgcRB30GZAYFB94HGAg+B8QFvwQCBWEGvgfvB6YGtAQ0A6AChAL8AZQAnP7a/P/7Lfzm/HD9TP2a/Pj79PuX/FX9if37/Av8VftK++775Pyq/fb94f3Y/Tr+Cf/k/1wASgDN/x3/dv4H/u79E/4l/tn9O/24/Mj8eP1U/rf+Vv6B/fH8M/05/kf/k//d/r79LP3I/Wb/LgFTAoUCHwLMARAC8QL/A7AEwwR3BD8EUARoBBAEFAPGAc0AqABMASgChQIEAtwAnv/F/mv+SP70/TD9//um+pj5O/ms+ZT6bPvb+/77RfwG/SL+Ff9Z/93+Iv7q/Zf+4v8OAYQBUgEZAYEBvQJNBGQFcQV9BCwDPgIbApQCEgP8AicC8wAGANf/UwDxABcBiACS/7v+bP6m/g//Lf+0/rz9yPxx/AH9Kv4y/4j/Kf+i/pT+LP8DAIgAigBbAHMA9wCDAYEBrgBb/y7+uf0d/gD/zf8HAI3/lf6S/ej8svyu/Gb8lvtd+kP50fgu+e75c/pa+ur5zPl8+s77/vxH/Yz8dvv4+p77JP23/oj/bP/s/ub+4v+hAU4DDASaA34CjwFmAfUBrgL8ArECGwK4AecBpwKbA0QEUQTjA34DrwOOBKMFOwb5BR0FUAQnBMsE5QXlBloHOwfiBr0G9AZDB1cHIQcAB0cH5AdICNYHbQaLBPwCQgJcAtACEQPLAvIBtwBy/3L+7v28/Wb9c/zX+hX56veq9/z3M/ji90f3C/ep9/j4SPrb+oL6tvlP+db5Kfuc/Hn9hP0g/Qf9xf1Y/ykBcAK6AkECswGnARwCjQJuAsABAAHAABEBegFjAZkAdf+I/j3+mv5K/9n/3/81/xP+Bv2l/DP9Y/6N/yIAEgDI/8j/PwDwAHgBwQESAsUC5gMSBbYFfgWZBJ4DNQOjA5oEbQWMBd0E1gMYAwYDfQPpA6ADWQJ4AMj+8f3x/Sf+6v0p/Wb8PPzI/Jv9H/7+/Vv9qPxg/ML8of15/sb+X/6e/Sz9gv2Y/ur/0ADxAHgA5P+r/9f/BgDR/zj/o/5//tT+Tf97/yD/XP6c/Xb9Nv6M/6EArgCf/yL+I/0k/QL+Mv8lAJoApACOAJoA2QA1AakBPwLvApcDDQROBGgEVAT2A1QDswJhAmsCfAIqAlIBSgCi/7b/UgDTAJYAeP/t/aD88fvC+6X7QfuZ+gX6+PmT+pD7dvz7/D79mf1I/iz/6v8wAPf/iP9V/7D/lwDJAegCvQM/BIAElASLBHAESgQeBPMD1gPYA+0D8AOnA/wCFgJaASUBjgFIAs0CrgLkAdQADwDk/yoAcABeAPr/k/9v/5n/7v82AEUAGQDo/wcAsQC6AaIC6QJlAloBUwDC/67/of8N/+v92Pyd/Gz9ov4+/6z+F/1B+wr66PmZ+kb7Gvv4+aD4HPjo+Iv6+/tZ/K376Po6+xf9p/9RAf0A/f7G/N/7y/ze/t0A0gGDAYEAsv+y/20ATAGqAUkBcACr/2//yv9ZAIoAEABB/9f+Z//cAH8CdQNXA20CfgE4AcEBpwJMA2YDNwNBA9YDxQSEBZ4FFQVrBEEE4wQYBkEHzQePB90GQgYVBigG+AUeBbsDawLcAUcCOgPcA2sDwwGF/6j9z/zh/Cz92vyJ+3v5evdX9mX2QPco+J/4tPi/+O74GPn7+JH4GPjl9zP49/jk+aL6F/t2+xT8FP1N/mr/EwAbAI//2/6a/h7/IQDsAOkAJABA//f+n//xAEIC7gK6Au0BHAG9AO4AbAHKAcwBjAFxAcwBkAJRA5QDOwOnAnACAANBBJ0FawZkBscFJgXpBBoFagWEBTQFkATvA7MD+wN2BJwEHgQcAwQCNAG5AFwAzf/V/pb9dvzh++77UPyc/Kj8ovzS/E393P0t/gT+b/29/Er8PfyA/NL8Hf11/QH+xf6f/1IAnQBTAIX/lf4L/ir+qf7r/nb+Z/1i/A78oPyt/Yb+t/5G/qH9MP0O/RH9Dv0A/QP9O/3K/b7+/P8gAaoBbAHIAIoATAHuAqYEnQWSBQYFwAQpBeoFQgayBXQEVwMRA6wDkAT/BKoEzwPsAl4CHALQAR0B5/9m/hH9NPzZ+8f7u/uc+3v7ifv0+8L8vv2L/un+2P6Y/m/+gv7U/l7/GQD9APYB6wLHA3oE9AQmBQwFxQSHBIoE3AQ0BR0FXAQ7A2UCWQL0ApcDrAMrA4gCOAI/AjYCpwGCADn/gv7J/uH/FAGmAUYBPAAv/8X+Sf9/AM0BkwKXAjMC9QEnAo0CqAIhAhIB7f8w/xj/ef/Z/8T/JP9W/tn93/0U/uX99/x8+xv6cPmV+QL6C/pp+X/4BPhu+Jj55frC+wr87fvB+6r7ofuY+5n7y/tK/Bv9MP5h/24ADAEUAbYAYQB8AAsBswH1AY8BpwC//1n/ov9EALwAxwCUAJoAEgHNAVUCQQKOAaUALACHAJIBogIFA40CuAE7AYMBagJsAw0EMwQkBEIEqwQmBVIFAgVZBK8DQwMgAyADEgPZAnAC9gGUAV0BQAEAAWIAVv8O/tv87vsh+yT6yPhG9yH2yfVN9kb3IviA+GL4EPjY99n3Avgt+Dz4OfhT+MX4qfnV+vT7v/xD/dX9vv7w//oAZAERAVwA3v/r/2UA4gAVARcBMQGOAQYCSgIoAqYB4gANAGT/Nf+2/8gA5AFtAh8CTAGhAKIAXQFuAmMDFgSzBHsFdAZdB+UH9gezB1sHEgfyBhEHbQfTB/YHvwdsB1cHjQe+B3UHkQZPBRUEIgNnAqoBugCo/77+Sf5T/qD+6/4G//X+zv6l/oX+Zf4d/pL91fxO/HT8bf3R/uX/LwDT/2T/W/+z/wwAFQDN/2P/+v6P/gv+b/3m/LH89/yc/Vb+z/7r/rH+MP5y/aP8E/z2+y78YPxO/BP8/vtA/Mz8af3h/Sr+a/7p/tn/KQF/AmcDlQMcA2oCGwKRAp0DigScBKwDYgK6ATUCdQN5BGoENwOUAVUAy/+k/1D/jv6J/Zr8BfzZ+/77VPzL/Fv9B/7B/mn/y/+u/wD/9v0d/Q/9E/7Q/4QBhwKnAjYCugGeAQ0C6QLkA5MEoAT4A9wCwAH9AKEAhQCXAPEAlwE7AkgCWwGz/yf+k/0x/mT/OwAkAFj/jv5g/tf+jP8KACcA9//B/9v/ggCqAdMCTwPIAoYBSgC7/+7/YQB0APH/Nv/S/vf+TP9N/8D+2/0E/X38PfwQ/MX7Q/uF+qP5zvhH+DT4ifgF+YH5HvoV+1n8Z/2f/cn8YftL+jn6QPvU/CD+mv5T/tv9yv1X/lz/gQBxAeMBuwExAbMAiwCoAMIAzQALAc0BEQNrBEkFVwW0BPADnQPjA2oEtgSQBDgEGwRuBBIFrwX2BcwFWwUIBToFHAZzB6wIJwmrCJUHmgZBBnMGqQZrBq0F1ARXBGoE1AQbBdkEBAT8Aj8CBgIWAvIBHwGE/4b92fsO+xT7Rvv++jP6c/la+ef5evpa+mD5G/hb94f3TvgI+Ur5NPkm+WD50/lZ+tr6WPvV+0X8oPzo/Cf9W/1k/Rj9ffzz+wv8GP3Y/ooAcgFLAWIAaf/4/kz/GQDRAAYBxwCFAK4APwHDAb0BLAGrAO4AHgKjA6UEyARrBEcEvQSNBQcGrQWqBMQDxAPRBEsGUQdSB2cGEgUBBLIDMgT9BEkFkQQMA3EBXwDl/4//4/7L/bT8P/zI/Av+QP+o/wn/u/1R/Er76/pA+xr8Hf3e/S3+JP4U/kb+xv5p/wAAfwD6AG8BtwGVAfYABAAX/33+cv7x/rP/RwBVAMf/2P7t/VX9IP0a/QH90vza/GT9Tv79/un+K/57/ZL9j/7i/9YAKQE6AZ4BkAKsA0cEAgQdAzsC2QEKAn4C1gLdApECDwKEAR0B4AC6AH8AGACM//3+fP7w/Sr9H/wO+2L6cfpE+5X8Af4h/6L/Y/+S/r/9kv1Q/p//wwAyAf0ArgC5ABQBWwFOASIBVAEkAiUDfQOUAq0Avv68/eX9tf5m/37/D/93/hz+J/5r/oX+Gf4t/UD8AvzO/Fn+wf8pAGT/HP5d/cr9JP+WAHEBpgGwAQ0CzQKSA/ADuwMiA3oCEwIGAkEClgLFApkCBgI3AYEAJAAVAAwAu/8M/yr+R/10/JD7gPpP+Uf4wvf599T48PnI+gP7sfo6+hb6YPrM+uj6l/o2+lz6Xfv1/HT+QP9K/yD/av9lAKwBigKTAvABKAGtAKIA6wBRAacB1gH2ATwCvQJGA3EDCQNTAuYBNQI4A20EKwUjBZ0ERQScBJUFrgZvB9AHGAh/CP4IeAnnCVcKtwrSCnwKxQn+CHcILgjcBzsHZAbDBbgFJwaCBkIGTwUQBAUDZAL2AVoBVgAP/9/9GP3M/N38Ff1E/Uz9L/0d/Ur9sP3r/Yr9fPxG+6P6+Prw+7T8kvyY+4/6Y/pn+wb9Pf5R/kr91vvP+qj6Ovvz+038Ifyw+1r7WPuc++r7AfzN+3v7W/un+1T8GP2f/b/9h/03/Sb9mf2X/tP/4gCRAQcCnQJ9A3QEHgVHBSgFPgXeBdEGcAcxByEG+gSXBEkFlAaAB1sHJwaQBGQDEQNaA4kD1wL6AFf+1vtW+h/6w/p8+7P7Xvvb+ob6V/r7+Tr5Ufjb9zz4N/kW+kX6yvlD+WP5a/oE/Hz9Tv5i/gf+m/1K/Q/91fyd/H/8mfz7/Jv9PP6P/mP+3/15/cL97/6fAPgBMwI0Aa7/uP4G/20ACQLXAm4CVQGdACYB6QICBWIGlgb/BXcFmAVlBkcHhgfRBokFeQQ/BN0EvgUhBpgFTgTxAjsCdAIgA0gDKwLc/zv9Y/vs+pj7mfws/SP92/zO/Bj9cv2M/XD9c/3i/a7+av+b/xf/Lf5+/ZD9ev7e/yYB4wHsAWkBsAANAKX/Zv8w//j+yf61/rf+q/5x/gL+eP0K/eP8Cf1Y/Zn9p/1+/U39Vv2//XH+Gv9n/0P/7P7a/nP/vwBhAsYDhASXBE4EGARBBNQEmAUtBk0G/wWYBWQFbAVqBRcFawSzA0sDRgNaAxEDMALjAH//Kv7A/DH7yvkm+aP57voW/D38PfvH+dX45vi4+Zz6DPvv+n369vmS+X752/mg+pn7dPz0/An96PzS/OH8+Pzx/OP8F/2v/X3+Kv95/3X/Rv8d/y//pf+CAIcBVgKqAooCRAI+Aq0CcgMeBEgE5gNOAwADRQMTBCgFKwbZBg4H3QaABjYGJQZNBo0GuQarBlEGtQX0BEgE9QMcBKIEJgVPBf0EVwSUA70CugF8ADn/UP7//Sj+VP4g/or96/yj/Mn8Kf2B/bv93v30/fD9vP1Y/fH8wvz0/If9X/5b/0EAwACKAKf/mv4R/k7+5v4Y/5H+uP1e/ev97/52/+P+f/1F/Av84PwH/q7+i/78/ZL9jf3C/fH9Fv5f/uT+gv8DAGIA2QCeAa4CxAOKBNcEzwTRBDsFHAYVB5kHWAd5BooFFQVUBQcGvwYdBwsHnwbnBc4ETAOtAYEAJwBwAKEAEgDD/mH9wvwk/fz9Wf61/V38MvvY+jr7mftJ+0D6Mvn3+OT5h/v7/JP9UP3U/M78cP1J/q/+UP51/cv80fx2/Tb+fP4g/nL96PzC/O78JP06/S39Hf0P/fr82/zP/Pj8Uv2t/d798f0t/sv+uf+fADcBkQEKAuwCHwQuBakFfgUMBdEEEQWmBSgGPwbYBS4FoASABOUEhwXWBUcFxgPTAT8AhP9p/z7/g/5T/Uv88/tD/LT8wvxX/Nj7vvsr/Nj8Uv1T/ev8ZvwT/Bf8fPwz/Rz+Cv/L/0EAXgAcAIX/w/4l/vT9M/6M/pT+E/4t/UL8mftK+zj7OPss+wT7xfp8+k36bfr0+sf7lfwb/V79qP06/hD/5f+IAAsBrQGcArIDogQ1BXoFrQX/BXYG+gZyB8oH6ge+B08H3Qa/BiYH4gdrCDwIQAfVBXwEVQMfApoAAP/l/bX9Nv6u/m/+Zv0c/F37lft//FL9Xv2G/Ef7Vvoh+rL6v/va/Jb9x/2Q/U39Pf1Q/VD9I/3p/N78Ev1W/WH9B/1w/Pj7+fuI/GH9Ef5I/gX+j/1A/VD9yP2C/jj/qP+u/2H/Ev8Y/6H/nADNAeYCrwMeBF4EuQRXBRwGvAYDBwkHDgcyB1UHLAedBt4FXQVnBeoFgAbDBpQGIQamBTgFtgT+Ax0DRAKeASkBvAA1AKf/RP89/5L/GQCZANkAtAAsAGr/rP4r/gH+Ov7U/qr/dgDpANoAZQDb/5D/sP8fAJEAsABZALL/AP+A/k3+Zv66/ib/bf9Z/8/+5/3s/EL8MPyu/F79wv2S/eP8Gfyi+7j7P/z0/Jb9Gf6S/hX/mf8KAGcAywBaASgCHQP7A3QEXATTAz4DDwN0AzsE/QRkBVgFCQW2BHEEGARpA1kCIgEkAJv/af85/8D++v06/fL8W/05/u/+7v4Q/rr8kvsO+z771ftr/L/80vzU/Pr8Wf3l/Wj+qP6L/i3+2/3b/S7+jv6c/kP+2P3R/W/+af8nADUAnv/b/ov+/f78//QAVAHrAAYAJv+d/mv+X/5W/lH+X/6J/sP+8v4J/xv/X/8MABcBKALQAtMCUQKeARcBAgFrARwCtwLxAs4ClAKHAqICpQJLAoMBfACK//f+2v4J/yn/7/5f/tH9sP0r/gz/5f9TADYAtf8d/8D+vf74/jj/bP+w/ykAxwBDAWEBHQGtAFgATgCKAMoAvQBEAJb/Hf8U/0z/Y/8S/2n+rf0X/cL8o/yo/Lv80vzu/BL9N/1S/V39Wf1Q/VX9jP0g/hr/NQAFAT0BAAHZAFcBlgIfBD0FgQUPBXAEKwRoBOwEXQWSBaQFzAUcBm0GeQYSBkYFSgRYA5kCFQK4AVoB2gA/ALD/Sv8U//L+xf56/hT+mf0e/br8fPxO/BD8svtN+xL7I/tt+7b7y/uq+4P7jPvO+x38N/wN/Mv7rPvC++77GvxZ/M78c/0I/k3+QP4o/lD+y/5t//n/OAAhANP/gv9h/4T/6/9+AB8BoQHjAeQBzwHVAQcCSwKHArQC4wIjA2wDpAOyA5IDYANOA3EDsgPeA+ED3gMVBJkEMgWEBU4FqATtA3oDaQOSA6wDhgMuA9kCwgIDA3EDsgNyA6UClAGuAD8APgBcAEIAyv8S/3L+NP5f/q/+vf5L/mH9U/yB+yf7Mftg+377j/uv++v7Ivwr/A389vsE/CH8H/wB/Pj7LvyJ/Lv8l/xH/CT8Yvze/Er9gv2+/UL+EP/I//3/rv9T/37/VQB1AUsChwJTAg8CBgJCAqgCDgNRA1cDHwPLApEClgLJAvQC3wJ+AvABYQHlAHsAJAD0//n/KQBfAGoAIQB5/4b+fv2R/Nn7WPsa+0D7x/ts/MP8rvyG/NT8s/2r/gf/if6V/eD81fxH/a/9p/1T/Tv9wv3I/s7/fADpAEgBegEjATsAWf9H/0EApgF+AlACfQHUAO4AwQGxAgYDbgJDAVAAQgAgAVMCIAM0A8UCRAL8Ae0B9gEJAkQCwwJsA+0D+AOXAykDCAM7A34DjwNuAzgD7AJtAtABfgHNAXcCkAJVAS//u/2I/okBwgS+BaYD//9q/Yb9zv9NAlQDqAJoAd0AfQGlAkkDwAIsAUf/Bf46/jIAQAOvBawFvAKG/tD7Xfx2/5ACYAOkAQT/gf3Q/f7+av9C/jb86PqE+9H9XgCaAdcAl/4T/Kz6Mvtd/dT/AgFKAIv+Zv3r/cH/mAFTAs8B3QCNAF4B6AItBF4EegM2Am4BiQFWAjgDfgPDAkUB8P+z/6UAugGEAYX/uPzu+lD7df2c//b//v3b+n/4Gfg6+WL6aPpt+YP4kPiT+c76ZPva+jv5G/eB9Xr1Y/d2+g79pP3w+zX5cvf292r6FP05/nj96PsP+5X73fzQ/cr9Cv1R/EL8Ev13/s7/bQABAOH+5/3q/R7/6QBTAqcC9gH2AHQAzQCvAW4CiwIQApEBsAGxAjkEigUHBqMF+QTgBMMFNQc/CBgI4wanBYQFvQZzCEQJbQhdBmUEswN5BNkFpQZBBgYF2wNxA8YDRQRcBOcDLwOdAmoCigK5AocCgQGI/yH9Xfs6+878Cf9YANH/6P0N/Hn7P/xN/Xn9g/w1+6L6Mvtj/DP96/yV+/j5GvmZ+UD7F/0B/o39Svxm+837c/1e/20ASACZ/3b/cwAtArADSAQHBI8DhAMfBBcF7QU2Bt4FPgXgBCIF2AViBhwG4gRFAzwCdgLSA2QFEAZPBYYDpwF/ADIAVQBhABYAnP9A/zL/Xv9+/0b/pf7W/Ur9YP0C/pX+P/6c/Dr6Xfgf+JX5uPs1/WT9qfz5+/77pfxh/bX9p/2S/b/9J/6J/r3+u/6P/j3+3P2i/cf9QP60/q/+Cv4K/Uf8Ofz7/CD+AP8V/1f+N/1c/D/87PwF/vr+Zv9N/wz/BP9N/7D/5//h/9D/8/9iAPkAcQGgAZoBmgHZAWICDAOYA9ADlQP3AjACjwFSAX4B0wH2AawBCQF8AH8AMgE2Au4C/wKRAhgC3AHGAYYB6wASAFj/DP89/63/CQAfAAEA3v/E/6v/hf9c/0H/Jv/s/ob+Gv7h/fH9Mf58/tH+Tf/8/60AHQEjAeMAvwAMAdsB1gJ7A3gD9AJ5AooCOwMqBMsE0wRcBMkDewOkAxkEcQRHBJcDyAJbAmsCnQJuArIBtAD///b/kwB0ARYCOQL5AaABWwEVAa4ALwDC/3v/OP/U/lr+BP70/RH+J/4f/g7+BP7k/Wn9bvwg+/j5e/nW+br6nPsc/EL8bPzs/M39y/6H/8T/kv9P/23/FgAAAZoBhgHuAGgAhQBgAYUCQwMlAzwCGgFoAHYAFAG7AfkBvgFSAREBEgEmAQwBvwBuAFIAZQB5AGQALwAJABMARwCBAKsA1AAPAVQBbwFGAf0A5gA9AewBsQJYA80DEAQQBMMDOAOKAtYBSQEdAXcBOALpAhIDogL4AaEB3gFoAp8CBwKuADj/V/5G/p/+wf5p/tz9nP3u/Z/+Kv8g/3L+hP3P/IP8Y/wT/HX7yfpo+nT6y/o9+6/7JfyX/N781/x9/AL8qfuf++j7Zfzs/EP9Nf2v/Of7UvtW+wL8B/3z/Xr+kf5U/vb9tf3F/Tr+4/5V/zX/jv7b/bv9Yv5y/0UAfAAsALn/ef+C/8H/AwAQALb/7P7w/S/9BP2B/WD+Nv+4/+H/5//9/ycAOwAMAJb/DP+3/s7+U/8hAAABrQH2Ac0BbAFAAaEBfAJYA7MDYwOcAq0ByAAEAH//Zv/I/3EA6QDAAPb/Bv+X/t7+cv+1/4f/X/+z/2oA8QDZAE0A6P8iAPAA0gFLAiICgAG0ABUA0//3/18AxwDoAKIAGACV/1j/dv/b/18A3AAoATEB/ACzAIcAmQDXAAIB1ABEAJL/GP8V/43/XwBdAU0C7wIfA+wCogKHArYC/QIGA5wC4QFUAW8BLwIMA2wDKAOfAlUCagKTAm4C2AEMAWIABwDc/7P/jP+e//3/cQCrAJQAewCqAB8BjAGmAV0B2gBVAAAA7v8VAFwAugA9AdsBYgKQAk0CzQF7AbABiALAA8kEIAWmBLgD3QJwAmsClgLJAvoCNQN4A6QDiQMGAy8CSQGnAGEAUAApALP/8v4g/n79Lf0h/UP9jP35/W/+u/60/mD+5P1h/ej8hfxH/D38bPzY/IT9VP4P/3z/jf9W//j+j/49/hz+Mf5m/pf+oP5f/sX9Bv2g/Ab9Lf5y/wYAnv+d/sr9rf00/sn+yP4K/hj9yfyb/T3/vAA6AXgA+P6e/SP9uf0E/2gAVQF1AbwAaf/5/QH95vyb/a/+jP/O/3j/4f5y/l/+iP61/tT+/f5M/67/5f/K/3P/Mv9S/+f/wgCVAS0CkQLgAhgDCAN8AoQBggDt/+r/QgCKAH4AMwAHAEIA4gCMAc8BaAFuAE//g/5J/oD+w/7B/nn+Lf4n/m7+yf7x/sz+j/6O/vL+mP8iAEIA6/9e//L+7v5e/yEAAgHDATICOQLsAYYBSwFkAckBSwK0AtkCqAI4ArMBTwEdAQ8BAwHpAM0AugCrAIcASAAKAPT/BAD6/3v/a/4m/VT8afxE/UX+yf61/nH+g/4U/9P/UgBiADsAMABhAJwAnwBZAAMA6/9CAAgBDAIFA6ADlwPcAroBtgBNAJwATAHTAdMBXQHTAJAApQDZAOUAvACNAJMA5gBmAdAB6QGhASMBygDlAH4BSwLXAtkCYgLEAUUB5gCBAPf/W//a/oj+Rv7i/UP9iPzw+577fvtb+xr70fqs+rn63fr9+hT7MftT+2T7U/sq+xT7Ovul+zn8yPxD/cj9i/6N/40AOAFpATQB1ACEAGIAeQCwAN0A6ADdAPYATAG4AdsBdAGiAM3/Sf8V/+7+jP7x/Vb9Dv1A/db9i/4Y/2H/c/9q/2T/fv/T/2UACAFyAX4BUQFMAbcBfAI3A40DkgOtAyoE4AReBVsF/QSrBKUE3AQLBfEEbQSVA6cC6gGKAX0BjgGDATsBygBbABkADAATAAQAuf8p/3f+7f3H/f/9Tv5m/kL+IP5L/tr+nP8vAD8Awv8D/3z+d/7O/hD/+P6v/qz+Mv/t/zwA0/8M/6D+8f61/0EAGQBD/z/+xP0//nj/rQAiAboAAwCw/xgAFwE2AvICCQOlAksCbQIDA6MD7wPjA80D7AMzBF4EJQSNA+MChwKZAukCIwMMA6ICCgJ4AREB3ADIAMoA1gDQAJYALwDR/77/6/8TAAEAy/+q/7P/y//T/83/2f8NAHMABQGsAUUCtALrAuAClwIqAtABsAGwAYMBDAGXAH8AtgDKAGgAvv8+/y3/Y/9q/9v+nv0Z/Az79/qq+2n8l/wX/ED7gPoC+mn57/d79bXzRvUV+xgCAgX9AMv43PIS9AX8rwVAC/4JwQNv/Wf7b/6AA5kG7AXCAsH/vf7O/7IBvALqAZz/Z/3p/IP+/wBrApUBIP9T/XT+eQJ/BvsGCQNy/UD6WPtB//wCVATDAvr+V/rm9uL2NfsHAjIHGwfhAZD7yPjM+tL+GgFoAHr+tf3U/qgAnQEGAWr/zv34/BT9//2e/+ABTgTVBUEFWwKY/n38vv2tAZIF1AYdBUoChwCNAKEBtAI1AxcDugLUAvMDjAXQBToDsf7E++39/ARjDJgOrwnoABP6Bvkt/W0CegTzAQ79b/kS+fv6qPyO/Cf7C/po+jn8aP5z/5T+qPzT+5z9QwEzBEoEwQH3/kv+WACNA14F/gOP/z/6F/f89yT8XgBgAWj+9vmh9/T4Nvw3/lD92Pq4+YH75v7wAOv/2vw6+pz5nPrz+938af3k/Wj+4/4s/wr/ff4Z/sD+sAD5AjAEuQNIAisBOAFHAoQDTQSlBAgFsgUoBpgF7ANxAt8CWAXBB54HtgRYAf//4wBbAvYCvwJ/Ao0CpwJ+AuEBpQD1/qr9wv1N/z0BXAJHAnEBdgDE/6f/YQDMAQwDDgNpAe/+Jv0K/S3+B/9Z/kP8Mfqt+Rj7Sv1r/nn9WvsZ+u/6/fwo/mf9y/tM+678y/7Q/93+uPwn+5b71f01ADgB8QB/ADAAB/93/P75CvpK/bcBbgQyBP8B7f/E/wcCZAVAB/UFswKWAKEB8QToB3wIZQYPA9EAaQEzBC0GwgTZAD/+hf8IA8wE0AKo/kz7Vvp5+2n9nf4F/vH7Lvqm+nb9fwA7ASr/c/z2+4z+EAIyA44AQvwU+rj79/4EAKL9bfoC+g/9iwDcAGz9FPkh92f4Q/vr/dT/LAHHAR8BU/+Y/WT9OP9CAgsFUwanBaQDsAEcATYCPgQZBhQHAwccBr8EZgOlAiADLwVXCDELLgzxCqkICQe5Bh4HmAdtCEQKzAx2DrsNrwpvB7cGpglpDlsR4g/iCjMGXQV6CGMMvA3hC98IBgfjBnIH1QdWCIoJ2gqPCrUHigPUAGYBZQQPBzgHGAWwApcBoQGgAfoAMADX/5D/if7b/Ln73Psk/J36Evfh88nz9PZ2+vv6AfhZ9Jjz7vZ//EkBgAMXAxoBt/73/J384v0vAGoClAMsA2EB9/64/Ib6KPc58kjufu/u9rD/FQKI+i/t2+JS4tLrTPk4AsUA5PUu6YPjAOjK8c74gPiF8gHsRekC60TuJu+67IvqAO2N85j34/JZ5+HePeIi8AH+ewEk+ZHsPOUw50Pv1/Y7+YP2Z/K08HTyh/XA9qv0tPDk7YTuqPJa+LX8av1d+kj2/fQq+JD9AAFVAHD9Avy1/cMAJQJ4ABL9xfp2+1n+gQAMAKn+9//1BPAJ+AlWBKX9MvvR/YwBIQIa/4/7oPp2/Gn+y/2y+gj4jvgo/GsAbAPxBE8FbQSnAtABDQQ0CREO9Q5GC3YGaQVzCh4Tfxm3GFsRiQm1B90M9xPmFs4THQ4GCyENmxL+FtcWiRIODqwNSxLnGJYdvx4tHQIa0BWiEbAPDhJeGP8eHiGGHNwT+Ax8DEASfBlyHNkYcBFtCyIKtAylDy0QSw4wDPgLCA4MEe0SABIdDhcJygUEBiYJ1AzGDu4NhgqgBdQA8/0i/vEARwSdBXsDVP6a+Lv1r/cS/TUCZwTeA3kCdAHUAIoALwE1A7AF1wbpBQwExgI4AmkBGQBP/+r/FAGBABX9Ffmg+Cr9KAMbBf8AMfoi9hH3FPpl+qD2G/LX8OXycPQw8kjtNerE63jv8u8f68vkc+Ka5cTqN+0R60zmleJA4v/kC+nK7Ebv1e8G7mfqMed352rsT/Nd92f2A/OH8VfzwfWN9SXzqPI696L+EgNsAYX84fn5+0UAaAKfADL90/sk/tkCPQcLCfgHVwZtBxoM9BFLFrgYIxrvGpMboh1SIikoqSvXKqUnJyaPKCItHDDLLgUpGCHGGpQYDRkJGKgTnQ74C00KkgVZ/Yj2nvW9+F750PNs69bmDunL7sbx++2y5FbbFdfY2F7dB+HV4r3jO+SR42PhDt+83gvhNeQn5gTnmehl6yPtdOt959rl1OkL8Uz1NPMe7m3shPB59nH4YvS47S/q4+yM84n4Y/g09dbzNPaK+av6M/oj+1b+OAGKAasAEgLiBjcMvg2bCVAChv0ZAIkJQxNbFj0SWgxMCWIIywaLBCIEHAZPB1sE1f0H+Kz2bfl3/Nj7jfaa7zDsXu/U9pf8EfyH9Obnptot1ZbgCv3fGwAo3xfE97/gpePF+woV/R2VFFMEYPr1+kUAawIQAOP+rANsC3gN4wQR973vkvVGA/EM1gtyA6H7TvgB+I34Svqy/RgA9/0x+bj53wTnFEAcLhIW/FvqReta/rETvRltDQH8uvTI+kIGlRA+G3wofDCtJKwB59owzt/ojhkAPQU6aRRS6A/TWt13+GAO8RNDDQcEu/yw9RjuYuqs71b8qQeSCaABX/ar7pzshe5R84H7IwXYCWEESviU8JD0y/6EAWf1ZeMp3hvwZA/NJIUfLgSe6eTlx/s8GSwoRCHpDiUAc/sx/usE2w+zHkYrOCxMHocJu/uz/TUN6R8TK8wpOh60DjwCNP6dBI4SpiA8J64jPRowEioPPA5LCmMDBgDnBRoSDxohFSsFjPV48Uf6pQYnC1kEN/kh9OD4uQD8AHn2h+oc61H8WRJHG58PA/nc6MTpqvnxDiMgXSehIp4UbwVk/5sHmhiLJeIkcRhBC7UH7g7TGPYbOhbrDSQKPgvYC9gHDwA+97TujOdW5VzsF/xODPwROQi99Jrjm96L52f45wczD38NLgeqAQ8ACQMcCngTeRtpHs4bKRcGFOoRfw1IBloB4wS0ECkc+Rz4EDsBavpAAYMOHRYTEiwH0/8oAksKKw7hBwj8WPUU+hgGFw/TDTsDv/Vx65TnsuuH92IGLQ9rCkr5Gubs3Ibi7vA//Cf8L/Ii52PiHuSF5xTpJukW6Uzow+Ww4grhUd+v2F7LzL2kusLGmtsP7OvuUeUj2DDQXdDz1efccePV6c/vY/Pa8nXvT+0h8D/4wAIoDI8SixW6FDMPTAXr+t/22/23DLUYlBcGCdn32fBg99ECfQfzAWb5Cfc8/PABFwHr+b3yO/Eh9pj+WgdHDeAMFgT49SvrbewY+6YOYBrwFjkIC/ok9mX8ZwR6BnECtf18/GX+FwGXA9UFggYCBK7/Av4BAqsIdwrcAcjw+9/z2Pje6uxP+TX9K/jE7vvlPuAD3rffheVg7SvzNfT78Ufw0/Ai8uLyPvVW/bML9BmbHiYVwAIO8/nv+vroC6AWBhS+B3/8Avp5/v8B1v/p+oz59v0bBDgG/AFQ+Szw2erq7EH3BQY4EQARjwMf8H3j6uYw+MkKXRIHDYoDjf+QApoGGwZkAc78ift+/dcAvgN8BKEBkPvQ9Wr1mfyBBwQOagmW+W7lxtZ91IreaO6z+3IB//+u+nr0Pe8f7evwOPvQBxAQ6hCqDdwLhA2aEHYTFhgbIqkxvkCbRkM/UDCdJY4nxzOzP6ZCUj0IN840tDTkMSkrMiQoIZ8iviU2J1AlxR/DFkwLsACX/D4DAxImHugbQQl78Zzk9enV+rUJ3w2TCOIAQPw7+7b7V/wM/Vv9BPza+Nv1LPUq9sH1W/Ld7ofwOPk7BGMJvQNj9VTlQ9oZ1x7b8uPN7iv46/uP90/tzuM84VLmU+7V81T1Z/UG99/5f/qT9kXxWPI+/9kTbiMiI6QUXgXmAaIKBxX2FvMP0wcnBmkLfhG/EXAKqP/c90P3ef1oBtQMVwwmAzP0u+f85n/0JAhjFAARfQF78f/qx+96+qME6ArPDBQLOAfbA5cDugadCrML4AjUBLkD+wZTC6QLOAY9/6f9ugRCEHMXSxQbCAD5J+yF49XfOuJ/6r30jPrk99buBub24sPlW+pA7e7uevLv+FD+zvzs84/rG+5c/rMT5SBFH6oTKQk3B8MMWBOrFUwTcA9hDegNRw/yDjILBwTQ+yP3S/rlBM0PGBFWBPDvl+F645TzWAVHDE8F8vb+6U7jJOPP5yjvGPb9+FH26/Aw7uLwCPbw9zH0cO7q7Fzy5foA/0j60+/h5yjpz/PmAfwLog3rBvL6vu1H4xjf/+Iy7Tf4+f02/EL2p/G08Pzwqu9t7lDyKf09CSQNzASF9lDu0/NKBJQVoR6aHXkXphLtEbYT8BQ3FGYSEhEaEUsSihPKErINsANW+Jfylve0BH8Pcg1N/dnoAd3A38jsgvpXAVL/+Pa67ELlGOTA6avyR/lK+mT3mvWL+OH+RgOEAQf76vVM947+BwYiCL4Defxp99D3F/5/CLwTcxuFG4USlQOw9anvXfM2/PQC5ANSAdT/SgC3/pv37e3k6c7wf/75B0AFdPiX66/nIe6H+YMDQwmzCwkNow6sELESHBRpFG8THRKdEt0WxR0gIvIdwxBTAm39fwb5Fl4iVyCjEkEC+fdn9w3/iQpCFD4X0xFSByj+TPu7/ggEiwZVBWADLgQuCBkMzQsnBnn+FPrT+70Bzgb7BrIBT/kc8RDsn+z48zYAkwvaDoIGGfZB5kTez97f4prltebk6KjsCu6T6Fnd/NOD1Onfp+7F9szzmuls4Fje1+M27U72A/1PAR8EhQZ7CSMN3A8MD0EKigUjBzMR9B03Iy0bWgqD/Av7yQVcFFcdIxz/EbYDN/en8Xf1aADECysQAwukAL347fdT/CkAvv/k/Mb8PgLCCq4QjhAKDA4IawgjDVkTGhjmGU8YKhNYC0cERgOVC0IaziZUKfsgRRS9Cm4G0gOi/2/7rPvMAT0Jywo1A4v2Lu0x7c/1aACtBbACJfqA8dbsDO3i8Fz2Tfvz/Wb+J//RApcIqQusB13+yfdg+04IRRUMGN8NJ/018Bvu4/axBI0PXhGXCCT5p+p85EzpQPVwADgEn/9q97Dx6PCu8i7zQPFb77bw5PUx/PT/av+q+3D3TPWz9rz7xQI0CK8HHf+M8b/mOOYL8XQAGAtXDNcGVgCi++72uO9d5+fiEubf7mX2NvaG7cDhPtrc2vjh1OpG8V3zDPHK67XmwOUD6030c/w5AAICOwfIEawcbCDMGuIRDQ/JFv4kvzBAM/4r6B+/FaYSFhgiI48tzjAMKpMcLhDQC48QExk3HsAcKRdoEjsRNBLWESgOQgjyAmQA8wCVA5wGKwijBpoB6/qc9l/43/+VB2oIs/8V8jjo7OfY74/5of+KAR4C7wIiAqD8IvL85lThIORN7PTymvL96org1tg417nbw+NG6zDu1Orr4zHfsODE5sTrDOww6qXszva9BDQO1g2yBUT9kPurAkMPFRs0IMAbhw/EAT/6lv2YCRYWYxqqE8UGDvzg+Cj8kQDkAUoA/v5KAEgDCQWBAzL/YPoo9272g/ik/e8EGgunC/UETfv49pP9QgznGDcafg+3AEf3nfZH+yIArAMeCPoOZxXOFUENBP+w8oHu9/Iv+/wAugBQ+jvwruY74jzlVO0q9EX0B+5052bmtOqX7v3sKOfL47zovPXCBLcOKhDACpQDXwD1BFkR5CDnKyMsbiHDEtMJTQy/F6wjLyh9IwYazhHHDdIMMAxxCmoIsge2CEcK3QqZCUQG9wCU+nH18fTX+lAEdgpqBzD88/Cn7nf39QScDVEMbAMv+QTyJu7262vrnu709hUCRwpzCkUCbvYA7Z7pZez98rb5bvxR+ITuxOTO4Yzn7vBq9gz10PDd7/jz9Pgm+TXzrutG6aDv4PxEC7oU5xWiD5AGCQENBDcQfiAnLA0s5R8dD+EDAQRTDRIYBx0pGn0SWgonBBIAmf2O/Mb8f/2y/SD9lfxg/Nf6nfUW7fjl++Ut7qz44Pz19n3roONl5UzvrPqbAc0CugD2/a76wfW67w/sue58+I8FBRBqE/IOGwVH+lHzz/N7++gEgAiRAtz2pO2r7LDyfvkK/Hz62PhR+kX+PQE1AAD7gPT68Kbz3vysCcoU7xgAFG8JHwF/AtQOgB9VKuQoOx3tD1AJ3gvTE1Qbsx7FHVsaMRYwEhIPkA18DWAN7QvwCeIJCQ3SEDYQgwg9/RP2S/ivATkK1AoGA9f4evOz9ZL8BgNtBqMHXwg3CMgEyfyn8obrguu/8tb9EwhADbIKywAC9DrrKOtZ8uH51/ri88npsOIR4cviQ+TG43bihuLi5D3oFeqN6HTjgNwP1xzXBN/x7IL6MgAP+xDwM+nS7bf8Rw2EFoEVNw4eBxUE3QRzB5cK5w1iEDwQwwzSB4gECAT5AyAB3Pv7+BT9zwa3DmMNUQLf9F7uovJP/fUF4wa/AMP4CvQw9KD3X/zZAQoIkA3NDxQNPAYT/sr3O/Z4+4YHtRYIInQjAhuyDycKsg0yFlcc3BsyFg0QyQwnDJ4LbQkFBi4DWwK2AzMG/wcDB7UBjfgi7xPrJfBo/HMIfAxdBnj7k/Qp950BZA1rFPAUGxEWDNYHIwWCBEEGaQmMC6UKRgckBPcCSgIP/434W/LM8aj4hwK1B3sDH/gl7X3pZO4g91b95f0Z+hX1//CQ7lbuI/EF93L+5gRTCLgHoAJG+Szu3OYE6VH1QwVBD9gN3AOw+S72xflz/+oBtf8b+zH3FfW585HxNe6F6sjnJeeV6QzvKPVe9/nx4eWL2TbVu9z965P5sv229/ntjeio69n1hAJyDVcUWBbZEyQPIQzfDd8TJhrHHIob8xk8G2oe0x77GOMONwfcB6IQ0xp6HrcYvA3PBGgCsgXSCowO0Q+1DmALeQbjAdf/HQHIBM0J+g+UFq8aPxjtDdz/5fXv9Tb/4ApZEcEPCAm6AoIAEwJrBMIEfwID/xb8k/r1+b/4g/UP8CzqGued6VjxvPlf/Ln1c+gb3ObXot2/6PnxefRu8MPpAeUU5cjq7/RuAAEJWgu2B18CgQDBA/EIbQv8CSUIdgpQEZMXyRZpDQAB+/mZ/K0FxA1bD4IKTAOc/cz6ffo0/F//eQJ3A2gBXv0v+cz1S/Ow8nb2HwDoDOAVuxQdCaP5W++a79T4kQRiDMUNqQrSBuwEXgX1BisICAhkBvADygFwALj+Xfpf8kPpVuS75zLywvxY/w73i+iN3G3ZV9936f7xb/VY85LtYuew5HPogfLJ/oQHVQnlBYcCgANICFEM+AvCCDoIUw69GEAg+R6xFTILegZ+CeAQsxfqGg8aKRb4EKMM9AoRDEsOgQ/9Dm0NRwuYB0MBgfl/9Lr21wDoDSYWaxTSCbL89vPN8qz3fP6UA3QFmQSRAgkBGgGcAgEEYQNbAOT8tvs9/T3+UfqE8HflbeBF5eDwSfur/RH3Nuxo417gNuPd6ZLxbPfR+Bf17u6D6/nu6/hKBFULVwzbCvELABEvFmIW7BAXC3kLhBPMHcoiJB+3FUUM2gYuBtoI5QwCEM0POAvjA1X9N/pf+sL75vzu/RX/8f71+j/yyed24SPkoO/+/SwHaAY3/a3xw+nJ51zque6z8jX1HvZC9iH3qvn6/Mb+tf1P+yT7Nf8rBYAHHAJl9tHqQeYF6431Q//XAun+yfWp67Dko+Pl6ODxs/ni+6D39PD47fbxyfoXA2QHGAl5DJ4TsRthHzscgRWSEXoU5xzLJXgqOSkcI6QaBxNqDzkRmxYiGxAbXxZ1ELsMkgvmCl4JYAhjClkPUhNKEdkHU/sg81n0E/49ChwSiRLoDPEE/v3b+Q754/pt/X/+kP2X/B3+HAJBBewDRv7u+Bf5lv+NByUK8gOD90zrHOXB5t7t+PW/+pb5ZPLX57beltvm31/otO4M7vzmTd8o3djhEOmM7VbuP+8/9Ob8iATLBpADrP5r/L3+4gSaDAMTRRX/EckK6gOBAUoENQktDHkLcwhaBdcCxf9H++P25PUx+pEBYQbKA975we0B5jXmhe0u+OcBYQcbBwQCYPsY9wn3k/lT+6X6eflV+yABaQcuCd0Ecv5L/LIBDgz2FBwXqBH2B9v+CvoO+1sBggp/EhgVXRC3BiT+M/yzAb8JsA21ChgEyv+9AH8EZQa8BGcClQNeCeAQJRZFF/AUCRGbDaUMkA/TFU8cDh9RHBkWdRAHDjQOhg6JDQ4MmQvkC2IKwgTo+1T04/KL+AgB3AULA4355O3l5IjhjOSb7E32I/0O/tz5w/Sw8tnzAvVY89Lvgu5i8vD5DwBzAFj7Q/VA8x73mP5gBe0H/ASG/f7zruvV50Pqo/FB+Yn7J/Zn7OjkKeTL6EPtS+2O6SzmHuaK6Fbqyekd6AboUuvq8VT6ZAKnB0QIhASb/wj+WAL3CkwTTRduFlAT4BDKD9cOZA0GDf8PCBYVGzcaNhJpB7YANgJfCqUTmBjQFhQPEARt+RTzsPOf+oQD/gjICF0FLAMHBGwFlAPn/Tn4ffcn/cMFqQt1C04GlACS/tgB5QibENAVKRaxEKgG8fuk9c72of0wBAAFe/8n+CH0dvTq9QL1uPEG72zvYfIl9WH10fID71PsDO1/8tD7hgUVC+0JrwNQ/ZX7wv8gB5gNyRAPEecP1g03ChgFvQCHAKoFIw1kEa4OGAaA/L/21PbV+2EDegqvDTwKVgBO9G/shewI86P65v6b/9D/2QGNBH8E4f/i+ET0afWf++ICEgelBt8CTv5T+8f71ADoCXwT8xc/E98G7vk19Av4qACCBp4F9v9T+nD3TfaF9Gjxdu5d7STuT+9F7zLtMOlD5JDg0+CY5m7wBfrd/or90viB9cP2LvzOAhEIgQv2DYwP7w4kC6oFSAIVBIkKkBG4FFES+AuxBDb/hv3jAMwI4RHsFm4UvwtqAtX9I/8PA60FIQbpBqgK3RDBFW0VVg/0BhoBagDyA6IIrAuiCzAI8gE++yX4M/y8BrgReBXXDisC2fdp9aP5y/4sAGr9Tfld9v/0JPTO8rHwFu6467Dqvesp7oPvOu0n55vgct5l46Ht8/ev/Qf+//tP+0z9wgBKBCcIeQ3uE+MYihnKFcYQQg6kD3YTVhfQGUIa7hclEvAJ7AJbAYMGzA4LFC4SRAoOAcP6+fdz9mv0vPLS85n41f6WAl0B9vuA9f/wx++98R72T/ts/lb8lvRs69Hn+e0p+yEHdwooBK/55/EP8K7yPPYK+GT3JfXj8hjyDPNO9KTzU/Bq7Gbr9+7U9BP4FfXI7FLkQuF55R7uZ/Ze+2P9Uf4A/+T+Fv6g/ikD/AvrFZMcwh3EGrcWHxQoFEoXgB1IJQIrqiofIxEYAhCfDz0Wkh71ImohIhyOFiYS8Q3MCKYDKQElA5cIZg7cES4S6g+qCzAGjgHpAOcF1Q1uEqkOhwMF+MHzCfl0A98Lxw2DCYoCX/yr+Df3tPas9V3zXPBE7jzufe967wPsr+Uk4HDfieTp6+zvGu3b5EHcK9gJ2vXfEOeJ7Zryh/WV9UnzA/G38bD2jv6CBkoMDA/MDuQLfgc/BE8F2QsSFUsb6RkeEQ8GGP9H/7oE4gorDg4OAgw6CY0FcwBx+jH1MvK18TfzcfYy+/D/cgEy/Y70N+0Q7ej0JP8PBA0AQfaX7Y/r//C8+lMEawrCCzIJDwXcAcsAHQElAQYAqP66/rYAwgLnAeP8+PXE8ZrzffqqAVkERQED+1L1bfKq8sH1j/tPA9UKTA9VD2YMzQk2ChAO9xM7GqUfFCMkIx4fgBgeE88SLhh3HwsjuR82F5EO/wnzCdULIw2YDWUO0w9UEPANVggfAUL6tPTs8AzwbvN8+kMBggIC/DjxIun06DXwW/kX/nn7SPNH6lHly+a07Xb2Cf1D/9n9Y/sh+kT6Lfpi+GP1d/N59Jz3jPk097fwu+mE5nzoW+1m8UvyIfAk7GDnpOJF3/zen+L/6GHvWvNU9Ibzk/KR8h70//fd/vIHOhDQE/4Qagq5BWEHFQ8IGNwcpxugFmkR7Q3bC3YKKArrC5IPPBPpFAoUTBEUDeYGBv8i+Hr2N/x2BnwOmA6mBir8Evbb96j/GQjeC5cIy//V9Y7vwO+y9cL9vQOBBRAEQQIqAl4DwQP7ATj/Iv4fAKQDbwWAA+b+pfob+Wv6Ef2F/x0BeAHf/6n7ePWj7+jsdu4I8/n3Lfsh/Gf7yPkN+JD3SvpVASYLbRPZFZkRegocBrgHBA7nFOQYDxldFv8RuAyJBwgEdQNtBRwI7gn4ChYMzgyuCqMDDPkK8P7tGfQf/nIFygXc/0v4SvRc9kf9IgWkCWQIEgIu+gv1MfXE+V7/0AKVA60DNAXzB4QJzwdkA0P/KP4WAHECcAJn/9r6ufbn81Hy7fH98kn1ZvdD97nzse2f59TjMOMn5bzo/eyk8NLxLu/P6cLlqOe68Pj8pgWCBgsB9/ps+Xv9egQaC6sP/xEZEt4PAgxuCBQHGAi2CVYKhgp0DPUQcBVWFTEOfAJg+E71Lfr3As8J0gpNBgEAf/xa/t0EnQx7EfoQxwteBacBJwImBaAHSgiWCMMKGw81ExMU2xCtC8IH2QYeCEcJlAjGBa0BTf19+Sn3K/d1+Zf8U/4j/UT5RPSk7wDsiOn36GvruvA29uL33PPF7FDo0eqt8wT+swQPBhgE+wGUARQDJQacCtwPMxSYFZ8TSRBWDoYO7g47DdUJHwhYC+ES2hmhGi0TqAYv+8r1qvcN/jkEKAaQAo/7g/VX9Nj48P/RBH8E1v9i+hv3GPZg9bjzVvKk82L4VP7vAWMB8/2W+mD5Ofqp+2v8MPwG+7L45fQe8Afse+r16wjvevHp8V7wWO3z6FTj+N3Q2xHfp+YD7lPwc+z+5YTiXOWm7Z73j//MA7MEjQPeAUYBPQMbCFYOTBNYFTYV9hR5FT8VLRJ8DKYH/AcKD98ZxSLlJDkf6hRTCxIHwQk5EbAYaxu0F0gQhgp5CssPWhbQGeYYixVFErgPtwxtCAcEFgIoBA4Jnw06D5YNZgqGB7kF7AToBHoF8gX6BHUBp/ta9b3wyO627h/va+/v74vwo+8j6wXjidpe1ufYFODe5g7pKeYr4f/d/95Q5IjsifXu/LMAYQDl/b/8cv9yBbALbQ+6EOERiRR+F54XCRNhCxIFNQSyCa8SSxpOHEgXPQ2aAhf8F/waAXAGXge0AsT7lvev+ET9YAGgAskB/wAdAdEASP5S+fPz9PDQ8cT1g/rc/dX+yP2/++r5TPli+rX87/6e/0L+lfvA+EL24fOq8dfw9PLr9+D8u/1t+A/vouZ842DmiOwN8m30YPMy8NDsUeuI7Qz0Sv3nBc8KkAuoCkMLgw7qEmAWlRhBG/Ef3SXxKTYpWiMiG6QU3RJSFg0dZSN/JTwh4xfbDf8HLQjcC0gOYgwdBygCcQDEAaMDIQSvAyQEWgbuCFgJJwYpANv5v/UU9X33g/tH/zEBeACf/W767Pj2+XP8Rv4k/nz8hfqR+Kb1C/EK7KnpJOxz8mj4lfmN9MDrbuPJ3onea+Fl5WHos+jS5Sjh0t3J3qHk4uzS8033MfgP+Yr73v4DASMB0wDcAqYIsRBbF0QZahW2DR4G1wI+Bh4PzBizHS4bjRM0DEQJnQrLDJkMtQlEBlQE/AOwAz8CMwBw/0kBHgWsCLMJbQezAi39n/iU9v/3dPzHAfoEOwRnAIz8bPtd/WUAYgLUAooC1QGu/+z6S/TA7nHtHPFJ9w38qfwX+Vvz8+2o6lvqFu248en1Jver9G3w9u3B71r15/uaAM0C7QOvBToIOgp/CnMJ+AgACygQTxffHb8g0R2uFU4MIAdnCZURFxpxHRQaBBPeDCIK6wmqCdkHCAWwAlQBAwCE/eT5yfYi9on4w/y2ALAC8gGX/n75avSq8dTyYfe9/AwASwDY/tz9Uf6P/5wApgGpA8sGWAnJCBAEz/xi9qPzTvXk+bf+IwGP/+v59vGo6tvmjOcF68btFO3/6C/kmuE14rbkWued6VbsW/A+9W/5ZvvC+on4vfa59yn9nwauEBwWTRN4CYL+FfkI/LEEUw1WEf8P/AuvCKMHFQiGCHEIXAigCJMIJAc7BP8ABv8q/1EB3wT3CFMMTw3JClgFhP9U/CH9lgD5A4kFqQXfBewGEQhQCPsHsQi2C2MQUhQfFR0SlwzdBg8DeQIyBdkJsg27DZoI5/+K90bzDPRs95P5P/ge9L3vOu357C/uG/Ci8vD1/vlv/pcCdAXkBaQDZACh/2oEjw7CGQgg7B0WFQwLUgXzBfsKkRC0E64TjRG9Dg0MswnhB9wGkQZRBj4FGANSAHb9tPpQ+Dv3tvjg/NABbQS2AnD9ive285fyCPPy83X1GPg++/j8rPve90X01fOS99v9bwNkBZoCHPxt9Ivu1Oz/72H2QPy+/Wr5dfEy6vfm8uei6jPsaevK6Iblj+Jp4FzfZ99h4Fri5uWD603ylfeA+Kv0de8w7lb0vAARDlEWmha+EIoJXQW8BVcJ0w2CEcITbhSIE2oR6Q4ADSEM/wsODBYMFwynC9gJSwZtAh8BjgT+C+QTbxhbGFkVNBKLED8QnxCbEaoTqRY8GYQZxhZSEtEObw55EUgWSBpCGy4YhxFVCbMCfgB1AzoJag2ADFQGBf569670+vQ/9nn2jfRw8CjrYeZw4zriYOHP31XeSt9P5AfsX/Ju88juUujD5ajq7PWNAhoLBA27CeIEpAE7AUYDywasCrYN6w4oDlYMpgqbCd0IBwhSBzsHfQezBnID9P2R+Dj2E/il/AYBKAPaAhkBvv4C/BX5w/ZB9iL4hPtc/u/+G/1T+mL4XPiD+pf+swPiB5oIgAQA/db1oPJH9I343/vu++n4v/Ry8ezv5O928Jzwnu+d7anr6+pI6xbrn+hT5EThDeO26iz1/vwZ/sv4r/F77jjynvuFBtsOtxKREi4Qjw1CDBgN3A9wE3cWPxgbGcYZZxp0GpwZrxgQGQwb7RwvHNEXhxFuDJkKsAvHDT0P1g80EJEQKhARDmMKqAbABHEF0gcuCkYLvQrGCNkFGgN3ApoFBAxxEqQUmhA0CPD/m/sF/Br/xgHgAfr+MPpq9UvyMfHi8JHviOwF6SDnleeW6BbnqeFx2hTWb9ho4Y3s9fMw9HnuiOc45MjmSu759+YA3AbgCIwH4gRJA/4DagbxCJYKuAs1DQMP4Q+xDgcMGwrSCtANdRANEAIMLgYoAV3+ov0o/pD/9gEDBV0HTgcoBA3/Lvpa9wn3ovga+0b9x/2D+9T2MPIL8Uz1Z/0UBTQIgQUK/2r4l/Sm9Lb3hPt7/Sr8Tfhf9KPyKfPJ80XynO4p63nqq+z57trtL+if4Pzbwt2D5T/vS/Zj+IL2jPNO8nr0dvpdAwMNrBShGFAZxxjYGLcZdxqSGrsaDBx6HmwgDCAZHXYZwxccGRUc4h2XHIEYfBMkD9sLSQmABzoH9wj0C10Ogg74C5IHqwKj/s78F/4EAhwGAgf/As77wfXF9KH5oQGjCIwLtQm0BEr/H/yR/O7/rwMPBQ8DSf+S/Gz8kP0d/Xv5J/Sw8InxkPWR+Iv2/e6D5T/fRN/b5IHsZPI29MrxtOyj52zlrOfG7TX1RPvO/ocApAF3Am4CXgFwAF4BwgQVCcELPgtrCMcFVwUjB4MJrAoKChMIUgXNAYn9Vfm69tL2Xvn4/DYAXwIVA9sBcf7q+ez2C/hV/Z4DnAYhBMX9ifca9cb3SP68BewKtQs2CPwCdv+I/y8CbgT1AygBzv52//ECHwaPBbcA2Pp8+KT7BwLOBjwGOQDw93Xxd+9T8l34rP5EAnsBEf3w92b19PaP+/kApwWJCRQNDhB2EbsQzg7KDUEPzBIxFjwXnxUQE6oRDRI7E/AT3RN8E+YSTBHEDXcIyQJg/g780/ts/XgA6gO8BQEEuP6L+ED16fZI/MEB7AOYARr8Qfbs8uHz9fjq/2MFzgYVBLX/0fzM/EL+j/55/H35bviT+g7+Pv/h+zX1Mu9y7YXwvPUs+Sf4fvIq6lLiAt7y3mrkUevB737vXOtg5mnja+OL5bDomeyE8e/2JPtj/Jf64vcj97v5j/4RA1UFRgU5BH4DlANrBBgGwAj4C2UOgA7eC4MH7gIP/1H8ZvtD/d4BPgdICgAJIgSd/pP7jPzzAJAGlgriCjEHkgGZ/VD+PgTMDNkTkhZnFWwTihPwFR8YlhdpFFYRLBEFFAMXuhYWEjELmgWwA1QFZwhFCvcI1QPZ+4Dz1+3T7AHwuvTn9/P3XvXj8fnuQ+3f7A3uHfG89ZT63/29/vH9O/3f/bz/xgFBA0IEIgW4BXUFYgSmA78EGQh5DOgPNhFpEAEOOQpOBVgAXf0F/hwCXgfdCsMKOwcQAr79Vvyc/mADxAexCNQEzv1v90D1G/ih/TACsgPxAjwC3ALEA+YCqP/r+5b68fxkAbAESwQVAAj62vSE8o3z+PZ5+lr7yvct8DDnWODl3aPfguMr50vppul+6DXmheO/4YfixObA7Vf1Tfu0/ikA5QCvAcUCcQQjB7wKBQ5sD2sOQAzvCpMLxA1pEN4SDRWUFlIWIRM6DbQGigKwAuIG3QyrESwT+BCADF8IIQfSCR0PxROLFGIQZwmNA9kBVARnCEMLIgxlDKUN0w84EUIQJA3QCWUIpAmSDEMP3A9tDVYIVQLf/d78Sv/XAjMEKAET+n3xVuov5tvkTeWZ5h3oCOlW6HflMOGL3ancWd+y5OvqlvAX9UX4+fla+mj6zvub/wwF5QkqDLALDQoUCZ4JjwuRDl8SURYWGS0Z5xX3D0cJGwQnAt8DHwhwDA4ObAtSBcj+ZPsB/T8CRwduCMwEvv7Q+e/3aPg9+Wf5qflS+3/+nQGwAt8ACf0O+cn2R/df+ov+SQFbAFD7QfTL7tDth/FY95z72Pvh92vxpeo25RXiyOE+5Fzo9evX7E/q0uUE4u3g8OI858jsyPJO+EX8Jf64/tP/8gIbCO4N4RI0FhEY+RhcGacZgRqwHIkgYiWbKVorhSlaJFodxxbVEscSDhYcGpEbbhi4ERELKwgOClwOQRFrEH8MCAj8BEMDfQH0/pr8MPx2/lYCuAXaBjIFYAHm/MT5u/kV/fAB/QSYA7/9TvYs8cLwlvTk+YH9qv2D+lj1nu+C6hDnG+ay56fqAO1A7UnrLOgw5TTj2eKt5M3oP+4l8/b1ufba9ur3Zvq4/QAB1QMQBnMHoAeABroEjwM+BFQHSgyeEVIVqBXaEcAK5gK8/bX9YgIqCFkKlAa7/ob37PRH96H7gP6C/pr8Zfp8+Fb2cvNK8Dnuke6+8fv2iPxBAJMAc/3R+NL19PYw/LQCogaTBTwAyPmW9Tj1/vcH/Jb/igEyATz+G/lX8/TuT+1W7tfwfvOA9Yr2Z/Yl9XfzwvJe9Iv4Lf6UA60HfwqdDHYOIBDRERYUWRc7G2kegh8jHkUbqRjaF6AZyB0nI7EnBCmXJQgeahXHD38PahN2F6EX5xLWCzwGQgQ4Bd0GcAeaBvQE+gK0APD9l/rl9oDze/H78Vj1aPqr/r//If3J+P71DPeb+/MA+wNJA8L/gPtO+Pf2j/fr+X/97gBeAo0A2/sQ9h/x/e2h7LHs1e1b7/PvVu5w6szlr+KK4jDlNukQ7ePvoPG58r7zSfXb96r7UADGBNgHzgjQB5sFHQNoAccBUQWpCz0SPxUzEisKegHJ/NX9agJRBnwG4ALn/Tz6G/kT+vv73/1T/0EAugDWAHgAJP9j/J/4kvV+9WT5xf86BckGDwSV/+T8FP6OAu8H1QsyDToMrAl3BuYDegMeBh4LORDtEhwSbg5qCVYE9v/k/Lb7Wvyr/ej96/sC+KHzTvDN7hHvq/AR86b1xPcJ+a35fPpQ/GP/LgPjBvwJUAyeDUoNCQvfB0oGpggAD0gWMhpXGAASFAsGB5oGCAjrCAUIpwXUAmgAy/4B/uL9Kv6f/kD/OQCBAV4ChgEZ/r345/N58pr1jPvFAH4CiAAY/cv6+/pq/fkAXgRkBhAGIgOa/oD6wPj2+R39YgBbAncCtAAw/Vr4VPO+77Dux+9a8abx7++q7NHoTuXB4qjhQeJH5OTmGuls6inrFey37RjwK/M695z8rQJOBwsIZQQS/6L8QgAyCQ8T9hi6GOgTGg5qCswJQAsDDZ8NfAzhCbAG4wMEAgABggCBAIAB/wOHB1QKPQp/BtkAzvw4/TUCIwmfDsEQ3A+TDaoLbAt2DYQRJRY+GTIZBhZqEYENkguJC6AMLQ7ID88QNhAnDfIHLwK7/W37wvqC+rb59vc09YrxaO206XfnI+c16IXpRuqQ6hDrDOwX7crtzu7E8Zb34f4+BMkEqgBa+0n5xfyWBBcNtxLzE7ARMQ6iCyMLfwx5Dn4Phg7IC6MIigbbBacF0wR4AwwD4wSCCHsLLwv4BsMAnvuW+bn6lv1zAAwCvgGn/9f8JPsk/Oj/qgTyBz8I4gVZAvT+NvxA+n35dPr4/I//LQCh/Xb4fvKB7Vjq5eic6MXoguj65unjEuDz3LfbadwY3uXfv+Eb5OXmGem66WDpeOqJ76/4xgJXCdAJbQVCAGX+cgEfCIcP+xQyF30WWhSsEsoSxhRWF8QYOBhmFt4UehSCFHAT0RA3DhcOdRGjFlIaDxrtFQsQ+gpKCEUISAoRDQcP3g5zDCcJGgenB3kK6A1UEA8RURBsDnwLzwdtBNACygOoBn4JYgqNCH0EUv8n+uL1NPNL8nTyK/IW8CDspudg5OHiXeLU4Vfh9eFG5EXn6uge6DjmXuYc6x/0F/7ZBCsGFwPj/uH8qf69AzoK3g/tEgATMBF5D0kPXxAnETwQyg1TCxYKpglLCM4EAQB2/Hz8QQCbBX0J1gl9Bt8AJPte98z2QfkD/Yz/Cv+i+1L3gPRu9Lr2KPqQ/SUALgEDAK78Zfge9V/0V/br+Yb91/8kAEn+r/pn9unybPEC8lfzevNh8b7tP+rv51nmcOQn4t/gD+J95f/oJOpm6O7lNeaD6zr1HwBzCC0M8AswCpUJuQuoEBIX/xzZIFMihCLYIsMjdSTmIx0iTCCsHxsgEiDxHXMZABS7Dy0OiQ/BEgkWeRfHFQQR4ArcBeYDDAWHB/QI8wfdBCgBMf6U/Fb8bP2n/0oC8wNkA4EAdPzi+PH29fa2+Jz7qf6CABIAT/17+V/2BvX39MP0ZvM08V3ve+6u7W/rVOf44u3gluLI5nvqAOsE6N3j7+F45Dzr1vMq+/3+2/5H/Or5LvrL/WADiwitC/EMqA3JDhMQlRDoD8IOSA7rDtAPdQ/XDCQImQLf/Wf7+fsv/0kDxAXABFMApvqC9oD1Jvef+TH7Mfvw+RX4OfYI9Vf1x/ca/PMAhQSwBY0EFQJs/3L92/wk/hoBlATSBqkGcAS4Afb/ZP8Y/zf+8vxL/M78p/0V/Qj6V/Vm8Xvw/fIe9yL6KvpP92nz+vDz8eX2l/5kBm0LUAwlCs0HzQeOCnoOrRGWEwYV6RYlGbMauhp3GRkYtxd1GIUZwxlOGM8UpA/8CaQFLgTTBQsJVwvjCp4HBQPs/lD8J/v6+mr7GfxR/Dj7qPiy9ST0PfXG+FD9PwGVAw0EwwIsAFb9v/uJ/IX/DwM3BSsFrAMoAlEBjQDV/vn7BvlY9yb3+/bX9Pvv0ekB5X3jNOVG6Ezqtel25hfiJN/u3xnl6uwq9C34iPgm95f2HvgL+9b9rf8GAeMCkgVnCFwK+wqgChMKFAoGC8UMiA4AD/4MbgjIAn/+c/21/30DfwZbByEGrQPXADT+UfzW++j8n/5T/9H9c/r39kP1J/Y4+YT9JQJFBuIIKwlGB7oEqQNMBQwJ+AxbD/wP7g83EKYQERC1DT8KdQeaBkEHfgd+BewAJ/s+9q/zxvOP9UD37/aw84HuBur36DbsL/IN+M37Wf0F/gn/fACnAQwCEgLAAr0EvAe1Cp0M9Qz2C2MKWgnfCTcMXA9JESAQlgtdBSoAAf4d/ysCbwWTB/UHcwaBAz4AKP48/jAAdwJOA+oB7/7L+8X5ffkP+z3+RwLKBUwHOAZyA9QA2/+cAPkBwgLLAu4C+wOWBVAG5QSDAb79Tfu6+hv74vrP+JP01u4T6RblB+R05Tzn1OYr47DdW9mH2FvbD+Ce5DPoRet+7uHxvPR69lX3Tfhj+u39WQKzBhcK+AtFDKkLeAsEDXwQchSmFoQVShHQC0kHGAVmBYEHYgr0DDMOlQ2BC1UJkwjMCUcMnw7QD5wPSA4tDNIJHwg8CM4KLQ98E78VQRUME+8QBRD3D74P9A5ZDv0O+BD7EjsT7xDpDAYJ4AbdBhkI4AiGBysDefyJ9ebw3u908ffy2PFr7TPnq+Gn3oTefeCC49DmDOr67F3vBvEB8qjyivM+9ST4J/ykAH0EogbJBvYF+AUrCGIM9BDnEysU6xEgDvYJogY1BSQGvAhDCwgMiwq8BykFwwN6A7sDIQSLBLoE/wO9ATD+yfp4+Tr7Mv8uA1EFWAVqBKkDHAMBAhAAKv6v/TX/1QHDA4YD8AAa/bX5JPjO+Mv6MPz4+lH2Ze/h6Frli+Xq59jpWekv5qzho91c2y3bvtx93+HicubD6ZDs0O6U8PbxKPO69H732/syAfwFyAhtCUEJLQpVDW8SIhjbHHYfcx8PHVwZCxadFIUV5Rc6Glgb7RpfGUcXMhWqEzUTFBTLFfkW+RUZEnYMfQdXBXAGYwlCDPkNoA7ADmsOPQ0UC5cI6wbcBkcIPQqNCzILvAirBIoARf7Y/lcBOAP7Ae/8v/VV7+DrlevQ7HXtUux/6dXlMuIt3zzdxtzX3Q/g5eIX5qjpZe2O8EvynfLA8nD0bvjH/XEC0QTJBKYDJgN/BOEHgwz4EKgTihOvEGYMiAh2BmUGdwd0CJ0I3AdtBoUEWAJoAJL/XgBFAqADqwLy/sz5afVX86PzT/Vn94r5qvuC/Yv+YP4p/ZX7fPqP+iX8+/4NAt4DUQOfAHz9Gfx//bEAKQOaAon+jfgd897v3O4F7ybvh+7r7GjqZuef5MjiQOLz4sjk2+dS7MfxEvfU+oX8BP0f/jQBUAYnDA8R6hORFMgT7xKQE5oWsBsiIbgkBCVDIiAejRqVGP8X+Rf9FwYYAxhkF3IVRRImD9EN8g5SEZsSJhEYDRgIyQPCAL7+cv0H/cf9fP9bAXMCJAJhAK/9BPuV+Ur6G/3AACMDqwKN/+j7YPok/Pr/OAOpA+wAZfz/9w/11vPD8+rzdfPm8UbvHuwI6U3m2uO64YPgEOGm43nn+ur57GLtP+3w7VDwW/Q++cv94wDyAVEBWADIALUDsQjhDSoRmRHRD1YNTwvVCW0I7gbhBd4FmgbUBmQFggLQ/xT/wgCeA8EF8AUzBGwBhv4O/Ef6bPm7+UD7v/22AGQD3wReBOcBtP7L/LX9PQFXBW8HSwb6AgwAs/9IAlMGsAnpCrkJ1gZ1A+AA8f+NAKoB/AHgALf+V/wz+gf4Y/V/8mXwNvA18mb1RPi++dj5cvmn+Tv7Wv6LAs8G6wkJC04KAwn1CEQLmw9fFOIXXxkkGdQXwhUDE/EPcA1fDLIMPg15DMQJ/gXdApoBKwKVA8YEKAWOBPcCggCJ/ZP6Lvjf9hH3Bvlx/DUApwJ2Asf/afzb+nn8awA+BKcFKAQvAdj+hv5BAP8CVQUKBooEMgFE/UL68fjY+LH4gPdV9f/yEfFM7/bspunU5ZLi5OAl4efiNuUZ5/rn3udp56znm+lb7enxj/Ua98n2JPbX9oP5hv3HAZMFzghnC+wMyQwSC+sI5Ae2CJEKwgsVC8AIFgZwBFAEWAW/BtMHHwh+BxUGSAR0AqEAlP5u/BX71fs4/yIEPgibCS0I2AUFBd8GpQpoDm8QOhCIDrcMCwwyDesPBBPaFEwUkxEUDlML0gnsCLAHwwWUA8ABXwDe/nn84/ic9KLw9u0p7SHuE/DG8RvywvCn7oHtve5n8g73pfro+xH7cPlo+K74aPqT/RICOAePC38Nggy4CUMHugYiCBkKCwtECjYI4gU7BMQDlwRZBkIIgAm1CTEJegibB/AF7gIN//z7jPsw/mUCqQU+BlYEpwETAHQAcQLvBLkG7AZxBTQDwwFVAtcE6Ae8CVcJCQf1AxcBuP6O/Ff6LvhZ9ub0d/N48Yjuq+pK5gvitd743Bbdh94O4HbgoN++3oLfsOJy5xXsW+9L8a3yG/SN9cz2KPia+uD+iATWCegMKg3CC5EKvworDOIN9w73DvQNcAw7CyQLawyDDnUQpxFOEhsTRRT7FPcTuhBjDCsJzwhXCx0PBxLBElIRzg63DEcMyg1mEHESehJXEGQNoQs3DLoOnBFzE9ATGxPQEQcQlg2RCnsHAAVvA3YCVAFe/0X8Dvjv8nLtm+iX5d7knOUa5iflEeNq4aXh9+NW53nq3ezR7sXwn/Lk83T0FPUD9/v6eAD5BQIK8wskDHILvwqoClULXwzoDDYMYApOCPsGmgaNBksGHAbUBsAI6wqYC5MJQwVuACH9bPwB/pMArgJPAy8C6P/B/Qf9Nv57ADYCHwI8ANH9YvyV/PH9fP+XAFEB5AE8AuEBeAAk/m/7+/hE9472zPZV9+z2X/Rx72LpWOT34TjiduO64z3i1d8V3vTdTd994Tfkrufg6w3wCfM89GH0HfXi9/f8eAMKCnsPHhPjFG4V6BVWF9cZgBwIHtIdVRyMGiIZDhj4FvwV0BUWF4UZrhvdG0UZkRR7D9ALpgrqC24OYBA0EJ4N7glSB1IHqQluDHMN3AuLCEEFRgO0AuYCPgOaAxYErgQLBboEfQNaAY/+lfsg+fz3aPiQ+bj5V/df8oHsAegv5onmY+dG5+Hl9eN14t3hLuJz4+Tlg+mh7Qnx1PIF84LybfKv87n2avvsAOEFBQkQCvsJTQr2C5UO2BCVEbgQLA/hDegMmQt7CQIHXQWPBYcHDQpkCzEKNgaRAFX7ffjd+HL79v1a/jf8GPlN9yv4LfuR/roALAF8AJD//v71/nb/fwAHAtgDoAUMB9wHzAd8BscDOwAz/R/8Uv1w/zsAMf6k+Xb0rfAW7yDvm++t7yvvRO4y7TPsw+ub7ELvkvOU+O/8hP/z/8z+c/2h/XkAuQWiC/0PkxEHEVYQOxH2EzUXUhmoGeAYFxiuFxAXaxWpEq4PzQ3zDQ0Q8hLJFOUTyg+pCdgDfAAyAMEB9wIlAkb/3Pu/+cr5cvuB/QT/p/9w/4v+TP0//Or7gvzN/Xv/YwF4A2EFXQahBREDs/8+/e78fP44AEEA2/3N+Zj1QfLb7+ztG+x26i7pKugQ56blN+R/41PkHeeG61nw9fMa9ebz+PGG8dzzevh8/QYBgQLXApcDowWFCOsK2Qt5C84KrgoBC/EKqQn0BnoDiwCf/3oBZAVACawKjgjcA/X+CvzI+y39Zv4q/nT8UPrr+M/4zPlP+8n81f0z/u79Y/0J/Sn9uP2r/kQA+QLJBssKbw2fDbMLWwl0CKkJEQwCDk0O5QyXCjMIBQbnA6kBYf9Y/bX7QvqJ+EH2ofOA8ezwl/JC9p/62/2x/kn9N/t3+g38bf8FA4kFzgakB+wIvwp2DFINNQ20DJwMTQ1lDtUOfw0FCk4FVQEVAC8CWgYQCiAL/Qj5BDoBU/9Y/ycAewDK/3T+N/2d/Nf82P1h//8AMAK8AuMCDgNBAw4DEAK0ACoAjwHXBJAIxQpXCsYHwwT8Av8CDQTmBLYEewOjAXX/4fzM+Wf2LvOd8NPuae2k69noAuUU4areC98k4ljmbukQ6qLo5+at5pXo3esx79Dx//OG9tX5iv2/AMMCrQNlBAgGDAmsDCcP1A5bCz8GHwIjAZsDxAf3CmALEQm5BUgDpQJeA0cEXgRSA48B7v9W/0UAhQIrBTQHPwjOCMcJgQtPDQoONw22C0ELCQ2vEH4UpBZ3FrEUvRKnEZIR9BEuEgASdRGPEBUPxgyvCVMGbgN+AWoAZv9P/W/5H/Tj7qnrdOug7TvwV/Ff8E3uy+zj7GXuSPCp8WXyI/Ot9FT3o/qo/Yr/MgCOAPABCAUmCXkMLA3ACoIG2gLPAcMDUgdZCmkLggqpCP8GAgaTBUEFjgQmAxkB7P5m/QT9lf1d/sj+8f6B/+kAvALTAz4DHwG6/p79pf5kAZAEwgZEB1QGsQQOA8QB7gCOAJQAqAAyAKb+2fsc+Cf06PAj79Hu0e5o7Y7p7+Ow3gDcmtxt33viNORZ5NvjA+R85eTnQerN66rste3q75XzC/gN/Jr+u/+hAOgCVQcRDfoRERTkEugPew1PDXsPyRK/FYIXCRjQF20XUxeeF+4XpxdfFjwU7REuED0PxQ5RDtMNwQ2dDkYQ0REZEqIQCg6wC8sKswvTDRoQoRELEnYRPRC3DiQNvAucCr4J8QjqB1EG0ANQAEr8v/iW9r71/PTF8nnu7ujd47ng69/H4Bji6OIE4/7imuMk5Svn5Ojd6WTqYuvD7b7xevZx+nD8qPy6/Jr+/QK0CG0NUA8dDhsLIQiLBswGeQiuCnQMJw3CDOELWAuJCwIM2AtlCtwHIAUGA74B1wDT/7j+Hf6M/uX/SQGjAXYAN/7w+5r6pvrt+/D9GADbAeACHwPOAjYCnQE/AWMBIgIdA3cDWQKh/y78Vfnl94n3+vbx9BLxHOxy5zLksuJ14q/i3OIW4+bjuuVp6CXrA+267QTuTu+68jD4Kv6oAqoEBQXZBfgIgw7hFO8ZYRw7HHgaVRjjFrsW1Bd7GbIa3BogGj8Z8hhQGcMZdxkFGLcVTBNPEbIP/w3xC9kJZQgECHcI9wi8CHAHQwWwAlgAz/5x/jL/nQAYAh8DZAPQAn0B6//n/iD/ggASAnMC4wDQ/ZP6jvhL+CT5tfmy+K31RfG57DfpSeew5rLmpOZh5lXmFOfF6MfqFewn7Jrr6utK7pDyNfd6+rv75fus/E//2ANACREOExHBEXEQOQ5lDM0LYwxKDYINqww6CxwK7QltCrEK2Am/BwwFnALTAG//5/0C/Av6o/hZ+ET59fqZ/F392/xV+435XPg2+BH5mvqC/HL+6P9KAGr/4v3r/HX9Z/+XAaMC5gHb/8L90fxk/cn+s/8Q/7j8Y/kt9uzz0fJu8gzyOvE48OTv9PAx8231Zfbh9f30SfWQ90D77P5eAV8CqgJeA10F6AiQDWISNxY1GEsYLRftFUUVPBU+FbUUhRMoEkMRHRFQESERGhBgDncMtAoBCQkHlgTGAQn//fw2/Nv8Yv67////Cv95/Rr8Zvtk+wH8Ov0J/x8B4wLHA7sDVQN3A6gEnAZXCNUIsgdqBREDmgFdAeQBMgJGAa7+y/qo9lrzPfG979jtH+tD6JDm0eZ56AzqSeod6ZTn+eYD6HbqbO3V7wXxEvHN8GHxufPk9/r8hAFWBDcF+QTIBEQFHwaRBjYGdwUxBfYFkgcvCfkJrAmoCJUH1wZRBnQFsgPzAM39TPtL+t36Pfxk/cX9kP1B/RL93vyM/Gz8GP3y/r0BrQTuBi4I1AimCToLhg3kD38R2hEQEccP0g7LDpwPdxBCEGUOTwsiCMMFEgQWAv7+D/un9yf21Paa+OL5qfkT+B/28fQ19d/2MfkU+6T7zPpk+cz4Fvpd/acBegW7B18IRwhwCBgJrwl7CWgIGwdrBrwGzQcDCb4JuQkjCYMISAhTCPsHnQY/BKEBvP8H/0H/0f9LAK4AFAFjATQBKQBs/sb8NPwy/V7/swE3A4QD/wJ3ArYCDAQeBgsI0gj2B+cF2QPsAkkD8wOQA4wBf/6B+xr5w/aH8w7vG+oX5gHk1eOT5PbkLeRG4hvg4t5/3/vhdOWK6C3qQ+rL6U3q5ex98eD2k/vh/iMBMgN7BaoHFQldCbkI0wdyBxsItgmQC8kMCQ3VDA8NHA5wDwQQMg8+DRQLnwlDCbYJdgo9CyQMTw10DucOMA6PDP4KeQpgC0QNQQ+CEKAQ2Q/4Du4OMRBdEkkUxhSCE1sRxQ+fD4AQDxEoEMUNzgouCBAGzwOiAEf8Ovd58vPuBe1T7PrrCusU6WzmCuQT4wHkQ+Zz6F3p6ugk6GzoZOqp7U/xpfSW9336p/0CARYESwZJBzgHvwasBnoH8ghXCvgKyApjCo4KgAusDDANfAysClwIIQY8BLkCuAGRAX4CMAS8BR4G6wSlAmQAO/+q/2sBhwPFBF4ElAKuACoAmwE1BFMGowYeBe4CcgE1AaABowGtABL/kv2X/Nj7mvpB+Kj0R/AB7M7oSedC57TnU+dj5VPilN+n3gvg2OJm5YLmMuaI5b3lZudW6vjtzfGk9Yz5pf3hAekFNQlsC7UMsA0DD88QoBLUEz0UWhT7FI8WtRiBGigbhBoKGUEXXxVeE1sRxA8eD5IPrxCxEeIR/RBDD14NHAz+C+gMBA4/DgQN0goGCdQIVwpaDEQNVwwuCiEIIQcVBxsHYQa/BLkCAAHt/z7/Q/46/L34FvRD74vruumR6c7pAOmi5ovjV+E94THjCeZk6IvpvunH6WHqyuvd7Urw4/K29e74qPyuAHAEQwfiCLgJjgrcC14NWQ5ODocN3QwbDWMOJRCKEQsSohGaEBUP9QwrCgsHPgRoAr0B+wGUAtACAgLz/zL9+/pU+jT7d/zF/KX77fkO+fb5Vvzg/lIAawD5//z/wgCyAe0BHwGq/1H+ov2z/RT+Av6r/Kb5W/Xw8KntG+zE63vrQ+r753nl4eP+48LlYejd6pbsie047knvHPGV81D2/fiw+93+5gKbByUMng/CESQTjxRFFs0XiRhpGA4YPRg7GaYa2huDHMYc+RwkHdYccxu4GA0VUBFsDu8M1wx/Dc4NxgwuCuUGTQRRA60DMgSwA+MBjf/W/Xb9Q/5+/3YA+gA/AXsBtwHWAbsBUQGWAM3/cv/3/z0BXwIfAr7/mfsP96Hz9vFv8a7wpO5R67Hn/uTu43Lk0uUu5+rnBugH6H/okenk6hvsSO387tDx0vVO+j3+8ACQAtwDegVaB9wIeAkyCYII1gdaBxgHOgfoBxoJbgpNCzcL5wlwBz4EEQHd/lT+fP9pAaUCDwK1/+P8TPuq+0P9d/4k/mz8efp5+eH5Svv1/E3+Jv+//4EAtQE3A4oEIwXsBG0EiwTzBXYI9woHDOkKGwj/BNQC8gG3AS8Buf9M/W764vdN9tv1Pvbf9lT3jffK9z/46PiJ+QL6jPqw+9z9/wCEBLkHTgpmDEUO9w9TESgSdBJJErYRyxCtD7QOMQ5FDs8Ofg/6D/AP8g6pDBcJ9QSVARsAlwDTAR4CkADC/T37UPoU+4D8Sf3L/Fb7z/kB+UD5Ufqv+9H8b/2w/Rb+FP+WAOQBHwIVAZn//f4TAH8C4wTNBaAE4QG7/jH8qPrK+eL4Qfef9DXxse3a6ivpkOiI6I/obegt6N7nZueq5unlteWY5pXoJuuu7fvvUfIU9U74qfus/g4BzQINBPQEkAX2BUUGsQZgB3oIHAo3DE4OdQ/CDg4MZQhyBXEEQwWRBuAGoAWGA94BigF8AuYD5QQDBWUEmgNBA74D+QRzBqEHXQgFCTEKMAyODlMQqBCVDxYObA1ADjwQVxKEEywTXBG4DioMYwp9CdIIgQf8BHUBxf3J+tz4tffJ9tD13/Qi9IPzsfKM8Vvwm++O7wzwyPCq8evyyPRB9/n5d/x3/vT/DgHeAXYC3wIfAysD9wK2AuwCPgTZBgUKXAyiDL8K5QezBQsFkwU5BhYGAwV4AyUChgGtAUgCzQK6AvMBywDk/8H/ZwBPAcoBtwG3AasCzwRaBwMJBgmpB/YFDgV0BesGnQiSCRsJKwdTBHUBPv+4/VD8Rfo994TzxO9+7Mfpfeed5WrkFeR15PzkJOXO5Efk9eMH5H7kX+XN5uXojut/7nfxU/QG94b5xPvI/a7/eAHpApADOANiAkoCIQQTCNoMgBCuEYMQUQ6oDF0MUg24DqsPpA+0DmwNjgycDIINkg74DloOKQ1ODFwMDg2EDTANZQwkDDsNkw8zEusTFBTeEiAR1g+uD68QMxI+EwkTcxEVD8gMAwuYCecHdQVNAtf+YPvo91v02vDm7ebr0+o56pLprui15+HmPebA5X/lwuXR5rXoLOvz7ffwQvS19/j6xP0qAHwCyASTBhsHMAajBPUDSwWQCGkMIQ+8D30Oggz1CmsKugpDC1ULiwr9CD4HDwbbBVkGtwY8BuIEWANhAhsC7wEiAYf/qP1p/Gv8pf1q/8AA4wCt/6/98ftm+138Vv5BADIB6QDW/6D+lv2X/GT78fld+J32YvRd8a7t++kX527lvuRw5A7kgOPk4k/i0eGO4b/he+Km4yTlCOeh6RrtN/Fn9Sr5hfz6/wwEgAhCDCUO8Q3MDHkMIA6eEbcVBBmyGsEa2RnZGHUY2BiWGewZUBnjF2IWmxXFFVIWaBaOFREUtRINEvcRxBHEEOYOwAweC4kKCQswDDoNTw37C5sJRwceBmoGfQdKCCsIMQfbBYsETAPtAV4Azv5t/Q78K/pX98PzMvBp7abrnOra6SDpYeip5wXnkOZb5ljmUOYh5v3lc+YJ6MHq9u3d8DLzePV8+ID8zQAVBGAFywR6A9wCyQMrBjgJ/gvEDUAOqg2mDOgLuwu4CywLtgmtB9UFuQQ/BM8D1wJRAcH/zP61/if/b//4/qr9+/uy+pT65/s8/ogAtQFSAfH/uv6f/rP/SQGfAmQDtgO9A2EDhwJbAVAAuP9v/+7+qv12+6X4w/VI82TxGPBO7/zuCO9D74Hvt+/17zLwQfAZ8B7w+vAa8yj2NPl1+/v8uP6zASsGRguWDwcSdRKwEeMQ+xBREqMURRdqGYEaiRr6GWUZ+BhdGB4XLxUPE1kRPRBSD/QN2wtXCRQHlgXoBJcE+wOLAhkABP0w+qb49/i3+rH8u/18/Yv80vvT+338f/2r/v//aAGNAvwCjgKbAcAAYQBbACIAKv81/WP6BveK82jwDO6h7OHrT+uQ6rjpHenc6KfoF+g557DmNOfo6CLr9Oz47avuGPAF82T3R/xwAPECjAOwAlUBnwBgAawDxgaNCTILswuzC9sLWgzbDOsMYAx+C50K3gkbCR8I2QZnBRMENQMLA2kDnQO/Am0AOv13+mH5Tfp9/Kj+y/+7/wT/d/6U/nb//QADA0wFcgcJCeEJNgp/CgsLywt5DMkMkgyzCwoKjweNBIwBD/9D/fv77voC+kz51/g=" type="audio/wav" />
                    Your browser does not support the audio element.
                </audio>
              
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
Steve Tjoa's avatar
Steve Tjoa committed
12104
<div class="prompt input_prompt">In&nbsp;[11]:</div>
Steve Tjoa's avatar
Steve Tjoa committed
12105 12106
<div class="inner_cell">
    <div class="input_area">
Steve Tjoa's avatar
Steve Tjoa committed
12107
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">X</span> <span class="o">=</span> <span class="n">librosa</span><span class="o">.</span><span class="n">stft</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
Steve Tjoa's avatar
Steve Tjoa committed
12108 12109 12110 12111 12112 12113 12114 12115 12116 12117 12118 12119 12120
<span class="n">X</span><span class="o">.</span><span class="n">shape</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

Steve Tjoa's avatar
Steve Tjoa committed
12121
<div class="prompt output_prompt">Out[11]:</div>
Steve Tjoa's avatar
Steve Tjoa committed
12122 12123 12124 12125 12126 12127 12128 12129 12130 12131 12132 12133 12134 12135 12136 12137 12138 12139 12140 12141 12142 12143 12144 12145 12146




<div class="output_text output_subarea output_execute_result">
<pre>(1025, 345)</pre>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Raw amplitude:</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
Steve Tjoa's avatar
Steve Tjoa committed
12147
<div class="prompt input_prompt">In&nbsp;[12]:</div>
Steve Tjoa's avatar
Steve Tjoa committed
12148 12149
<div class="inner_cell">
    <div class="input_area">
Steve Tjoa's avatar
Steve Tjoa committed
12150
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">Xmag</span> <span class="o">=</span> <span class="nb">abs</span><span class="p">(</span><span class="n">X</span><span class="p">)</span>
Steve Tjoa's avatar
Steve Tjoa committed
12151 12152 12153 12154 12155 12156 12157 12158 12159 12160 12161 12162 12163 12164
<span class="n">librosa</span><span class="o">.</span><span class="n">display</span><span class="o">.</span><span class="n">specshow</span><span class="p">(</span><span class="n">Xmag</span><span class="p">,</span> <span class="n">sr</span><span class="o">=</span><span class="n">sr</span><span class="p">,</span> <span class="n">x_axis</span><span class="o">=</span><span class="s1">&#39;time&#39;</span><span class="p">,</span> <span class="n">y_axis</span><span class="o">=</span><span class="s1">&#39;log&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">colorbar</span><span class="p">()</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

Steve Tjoa's avatar
Steve Tjoa committed
12165
<div class="prompt output_prompt">Out[12]:</div>
Steve Tjoa's avatar
Steve Tjoa committed
12166 12167 12168 12169 12170




<div class="output_text output_subarea output_execute_result">
Steve Tjoa's avatar
Steve Tjoa committed
12171
<pre>&lt;matplotlib.colorbar.Colorbar at 0x114f156a0&gt;</pre>
Steve Tjoa's avatar
Steve Tjoa committed
12172 12173 12174 12175 12176 12177 12178 12179 12180 12181 12182 12183
</div>

</div>

<div class="output_area">

<div class="prompt"></div>




<div class="output_png output_subarea ">
Steve Tjoa's avatar
Steve Tjoa committed
12184
<img src="data:image/png;base64,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
Steve Tjoa's avatar
Steve Tjoa committed
12185 12186 12187 12188 12189 12190 12191 12192 12193 12194 12195 12196 12197 12198
"
>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
Steve Tjoa's avatar
Steve Tjoa committed
12199
<h2 id="Spectrogram-Visualization:-Log-Amplitude">Spectrogram Visualization: Log Amplitude<a class="anchor-link" href="#Spectrogram-Visualization:-Log-Amplitude">&#182;</a></h2>
Steve Tjoa's avatar
Steve Tjoa committed
12200 12201 12202 12203 12204 12205 12206
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
Steve Tjoa's avatar
Steve Tjoa committed
12207
<p>Now let's plot a magnitude spectrogram where the colorbar is a logarithmic function of the spectrogram values.</p>
Steve Tjoa's avatar
Steve Tjoa committed
12208 12209 12210 12211

</div>
</div>
</div>
Steve Tjoa's avatar
Steve Tjoa committed
12212
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
Steve Tjoa's avatar
Steve Tjoa committed
12213
</div>
Steve Tjoa's avatar
Steve Tjoa committed
12214 12215 12216
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Decibel (<a href="https://en.wikipedia.org/wiki/Decibel">Wikipedia</a>)</p>
Steve Tjoa's avatar
Steve Tjoa committed
12217 12218 12219 12220 12221 12222 12223 12224

</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
Steve Tjoa's avatar
Steve Tjoa committed
12225
<p><a href="https://librosa.github.io/librosa/generated/librosa.core.amplitude_to_db.html#librosa.core.amplitude_to_db"><code>librosa.amplitude_to_db</code></a>:</p>
Steve Tjoa's avatar
Steve Tjoa committed
12226 12227 12228 12229 12230 12231 12232 12233 12234

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[13]:</div>
<div class="inner_cell">
    <div class="input_area">
Steve Tjoa's avatar
Steve Tjoa committed
12235 12236
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">Xdb</span> <span class="o">=</span> <span class="n">librosa</span><span class="o">.</span><span class="n">amplitude_to_db</span><span class="p">(</span><span class="n">Xmag</span><span class="p">)</span>
<span class="n">librosa</span><span class="o">.</span><span class="n">display</span><span class="o">.</span><span class="n">specshow</span><span class="p">(</span><span class="n">Xdb</span><span class="p">,</span> <span class="n">sr</span><span class="o">=</span><span class="n">sr</span><span class="p">,</span> <span class="n">x_axis</span><span class="o">=</span><span class="s1">&#39;time&#39;</span><span class="p">,</span> <span class="n">y_axis</span><span class="o">=</span><span class="s1">&#39;log&#39;</span><span class="p">)</span>
Steve Tjoa's avatar
Steve Tjoa committed
12237 12238 12239 12240 12241 12242 12243 12244 12245 12246 12247 12248 12249 12250 12251 12252 12253 12254 12255
<span class="n">plt</span><span class="o">.</span><span class="n">colorbar</span><span class="p">()</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

<div class="prompt output_prompt">Out[13]:</div>




<div class="output_text output_subarea output_execute_result">
Steve Tjoa's avatar
Steve Tjoa committed
12256
<pre>&lt;matplotlib.colorbar.Colorbar at 0x110fa1780&gt;</pre>
Steve Tjoa's avatar
Steve Tjoa committed
12257 12258 12259 12260 12261 12262 12263 12264 12265 12266 12267 12268
</div>

</div>

<div class="output_area">

<div class="prompt"></div>




<div class="output_png output_subarea ">
Steve Tjoa's avatar
Steve Tjoa committed
12269
<img src="data:image/png;base64,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
Steve Tjoa's avatar
Steve Tjoa committed
12270 12271 12272 12273 12274 12275 12276 12277 12278 12279 12280 12281 12282 12283
"
>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
Steve Tjoa's avatar
Steve Tjoa committed
12284
<p>One common variant is the $\log (1 + \lambda x)$ function, sometimes known as <strong>logarithmic compression</strong> (FMP, p. 125). This function operates like $y = \lambda x$ when $\lambda x$ is small, but it operates like $y = \log \lambda x$ when $\lambda x$ is large.</p>
Steve Tjoa's avatar
Steve Tjoa committed
12285 12286 12287 12288 12289 12290 12291 12292 12293

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[14]:</div>
<div class="inner_cell">
    <div class="input_area">
Steve Tjoa's avatar
Steve Tjoa committed
12294 12295
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">Xmag</span> <span class="o">=</span> <span class="n">numpy</span><span class="o">.</span><span class="n">log10</span><span class="p">(</span><span class="mi">1</span><span class="o">+</span><span class="mi">10</span><span class="o">*</span><span class="nb">abs</span><span class="p">(</span><span class="n">X</span><span class="p">))</span>
<span class="n">librosa</span><span class="o">.</span><span class="n">display</span><span class="o">.</span><span class="n">specshow</span><span class="p">(</span><span class="n">Xmag</span><span class="p">,</span> <span class="n">sr</span><span class="o">=</span><span class="n">sr</span><span class="p">,</span> <span class="n">x_axis</span><span class="o">=</span><span class="s1">&#39;time&#39;</span><span class="p">,</span> <span class="n">y_axis</span><span class="o">=</span><span class="s1">&#39;log&#39;</span><span class="p">,</span> <span class="n">cmap</span><span class="o">=</span><span class="s2">&quot;gray_r&quot;</span><span class="p">)</span>
Steve Tjoa's avatar
Steve Tjoa committed
12296 12297 12298 12299 12300 12301 12302 12303 12304 12305 12306 12307 12308 12309 12310 12311 12312 12313 12314
<span class="n">plt</span><span class="o">.</span><span class="n">colorbar</span><span class="p">()</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

<div class="prompt output_prompt">Out[14]:</div>




<div class="output_text output_subarea output_execute_result">
Steve Tjoa's avatar
Steve Tjoa committed
12315
<pre>&lt;matplotlib.colorbar.Colorbar at 0x111058710&gt;</pre>
Steve Tjoa's avatar
Steve Tjoa committed
12316 12317 12318 12319 12320 12321 12322 12323 12324 12325 12326 12327
</div>

</div>

<div class="output_area">

<div class="prompt"></div>




<div class="output_png output_subarea ">
Steve Tjoa's avatar
Steve Tjoa committed
12328
<img src="data:image/png;base64,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
Steve Tjoa's avatar
Steve Tjoa committed
12329 12330 12331 12332 12333 12334 12335 12336 12337 12338 12339 12340 12341 12342
"
>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
Steve Tjoa's avatar
Steve Tjoa committed
12343
<h2 id="Spectrogram-Visualization:-Perceptual-Weighting">Spectrogram Visualization: Perceptual Weighting<a class="anchor-link" href="#Spectrogram-Visualization:-Perceptual-Weighting">&#182;</a></h2>
Steve Tjoa's avatar
Steve Tjoa committed
12344 12345 12346 12347 12348 12349 12350 12351 12352 12353 12354 12355 12356 12357 12358 12359 12360
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p><a href="https://librosa.github.io/librosa/generated/librosa.core.perceptual_weighting.html#librosa.core.perceptual_weighting"><code>librosa.perceptual_weighting</code></a>:</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[15]:</div>
<div class="inner_cell">
    <div class="input_area">
Steve Tjoa's avatar
Steve Tjoa committed
12361
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">freqs</span> <span class="o">=</span> <span class="n">librosa</span><span class="o">.</span><span class="n">core</span><span class="o">.</span><span class="n">fft_frequencies</span><span class="p">(</span><span class="n">sr</span><span class="o">=</span><span class="n">sr</span><span class="p">)</span>
Steve Tjoa's avatar
Steve Tjoa committed
12362 12363 12364 12365 12366 12367 12368 12369 12370 12371 12372 12373
</pre></div>

</div>
</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[16]:</div>
<div class="inner_cell">
    <div class="input_area">
Steve Tjoa's avatar
Steve Tjoa committed
12374
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">Xmag</span> <span class="o">=</span> <span class="n">librosa</span><span class="o">.</span><span class="n">perceptual_weighting</span><span class="p">(</span><span class="nb">abs</span><span class="p">(</span><span class="n">X</span><span class="p">)</span><span class="o">**</span><span class="mi">2</span><span class="p">,</span> <span class="n">freqs</span><span class="p">)</span>
Steve Tjoa's avatar
Steve Tjoa committed
12375 12376 12377 12378 12379 12380 12381 12382 12383 12384 12385 12386 12387 12388 12389 12390 12391 12392 12393 12394
<span class="n">librosa</span><span class="o">.</span><span class="n">display</span><span class="o">.</span><span class="n">specshow</span><span class="p">(</span><span class="n">Xmag</span><span class="p">,</span> <span class="n">sr</span><span class="o">=</span><span class="n">sr</span><span class="p">,</span> <span class="n">x_axis</span><span class="o">=</span><span class="s1">&#39;time&#39;</span><span class="p">,</span> <span class="n">y_axis</span><span class="o">=</span><span class="s1">&#39;log&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">colorbar</span><span class="p">()</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

<div class="prompt output_prompt">Out[16]:</div>




<div class="output_text output_subarea output_execute_result">
Steve Tjoa's avatar
Steve Tjoa committed
12395
<pre>&lt;matplotlib.colorbar.Colorbar at 0x11a184400&gt;</pre>
Steve Tjoa's avatar
Steve Tjoa committed
12396 12397 12398 12399 12400 12401 12402 12403 12404 12405 12406 12407
</div>

</div>

<div class="output_area">

<div class="prompt"></div>




<div class="output_png output_subarea ">
Steve Tjoa's avatar
Steve Tjoa committed
12408
<img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAwQAAAFACAYAAAACrbuxAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMi4wLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvFvnyVgAAIABJREFUeJzsvWmMZVuaFbb2Ge4cN+aIHN/LN1bVq6Greiy6bPWEcRsjY7CFLNxtsLD4AwLMYIY/YNmItoQwbdnCKrqRQEbGxrQBy5agaXXT0DTVNY+vqt6UL+fImG/Ene85xz/2Wt+590ZkvszszMppL+kpXkbcYZ9z9vAN61ufK4oCAQEBAQEBAQEBAQHPJ6LHPYCAgICAgICAgICAgMeH4BAEBAQEBAQEBAQEPMcIDkFAQEBAQEBAQEDAc4zgEAQEBAQEBAQEBAQ8xwgOQUBAQEBAQEBAQMBzjOAQBAQEBAQEBAQEBDzHCA5BQEBAQEBAQEBAwHOM4BAEBAQEBAQEBAQEPMcIDkFAQEBAQEBAQEDAc4zkcQ/gUeHNd66HFswBAQEBAQEBAU8ZPvLKefe4x3An/EDULDpFdl/veRvDf1YUxU8/oiE9FDyzDoFD8AcCAgICAgICAgIeHjpFhr+ZvHhf7/k9k++uPaLhPDQ8sw5BQEBAQEBAQEBAwEOFA1x6nwmMyaMZysNEcAgCAgICAgICAgIC7gHOOUTJE8toemAEhyAgICAgICAgICDgXuAAlz57mjzPrEMQaggCAgICAgICAgIeKhxChiAgICAgICAgICDgucWD1BA8BQgOQUBAQEBAQEBAQMA9INQQBAQEBAQEBAQEBDzPCBmCpwuhhiAgICAgICAgIOChItQQBAQEBAQEBAQEBDy/cABc/Ow5BI9UN8k59187577pnPuGc+5/d87VnHN/3Dn3tnOucM6tTb122Tn3fzvnvuac+y3n3Mf4+4vOuV91zn2Ln/UnH+WYAwICAgICAgICAk6FA6LY3dd/TwMemUPgnDsP4E8A+MGiKD4GIAbwnwH4DQC/E8D7c2/5SwC+UhTFJwD8FwB+nr+fAPgzRVG8AeDTAP6Yc+6NRzXugICAgICAgICAgNPh4KL7++9pwKOmDCUA6s65MYAGgBtFUXwZ8FXac3gDwM8BQFEU33bOXXLObRZFcRPATf7+yDn3JoDzAL71iMceEBAQEBAQEBAQUMIBLg6Nye4ZRVFcd879dQBXAPQB/POiKP75Xd7yVQC/H8C/cs79MIAXAVwAsKUXOOcuAfgUgM+d9gHOuT8K4M8BWPqDP/Oz+Ct/5b97CFcSEBAQEBAQEBAQ4GsInhYa0P3gkTkEzrllAL8XwEsADgD8Q+fczxRF8b/d4S0/B+DnnXNfAfB1AF8GkE19XgvAPwLwp4qi6Jz2AUVRfBbAZwHgrXfeDzJDAQEBAQEBAQEBDw8OTw0N6H7wKClDvxPAe0VRbAOAc+6XAPwogFMdAhr5/yVf6wC8B+Bd/juFdwb+flEUv/QIxxwQEBAQEBAQEBBwBzw9hcL3g0fpEFwB8GnnXAOeMvRTAL5wpxc755YA9IqiGAH4rwD8elEUHToHvwjgzaIo/sYjHG9AQEBAQEBAQEDAHeFckB29LxRF8TkA/xeAL8FTgCIAn3XO/Qnn3DX4+oCvOed+gW/5CIBvOOe+A+A/ACB50c8A+FkAP+mc+wr/+92PatwBAQEBAQEBAQEBzxMeqcpQURR/GcBfnvv1/8T/5l/7mwBeP+X3/xq+huOBETlfipAX8W/nYwICAgICAgICAp5zuCioDD01cMjt/4vCnfhdQEBAQEBAQEBAwH0hFBU/vYjoCOSPtjFzQEBAQEBAQEDAM41QVPzUIjgCAQEBAQEBAQEBv124kCEICAgICAgICAgIeL7xLNYQPHtXdAqa40M0x4eo5IPHPZSAgICAgICAgICnFcwQ3M9/H/iRzl10zv2qc+5bzrlvOuf+JH+/4pz7ZefcW/y5/Kgu67lwCLrpIrrpIkZR7XEPJSAgICAgICAg4KmFryG4n//uARMAf6YoijcAfBrAH3POvQHgLwD4laIoXgPwK/z3I8FzQRlqjg8BAIO0hUrWBwBUJv7nUXUVwJNTZ1DN/bhy5yVSx67yOIcTEPDEYHFwe+bfg8oCACDJRgCAYdLAxKXf83EFfDDSYjTz7yd1X3OuQG3SBQCM4joAIEOQqw54OEiKMQB/vj8pNkfA/eNR1BAURXETwE3+/5Fz7k0A5wH8XgA/zpf9XQC/BuDPP9QvJ54LhyAqfB+CStZHP24BgP180jCM6o97CAEBTyQOaxun/j6smScLjckRssgfLXo2T6oDMI+icE/s2fC0YWG0BwBIsiEA4LC++dwbwSFg8ezgAWoI1pxzX5j692eLovjsqZ/t3CUAnwLwOQCbdBYA4BaAzfv94nvFM+sQOFfY/8shcEVhEfg4nwCAHVy18TEAoFNb+14O8wQaow4AIMnLqOf0z4CA5wmu8Ou4cA7twY7/fxoVCbN8rvCywpOkhk59/TGM8tGgkvmap8XOVf8L5697Z/FlFO7JVbjQ8wDKiGh9fASg3MfGcfV7P7B7REoD9kke49MAZbk1H6pZD4Ok+TiH9D1Dkvt5v7L/DgDA5d4GGTS9fXHYeGQ23QNB462Nj9GrLAIAcvd8O293xYNlCHaKovjBD/xo51oA/hGAP1UURcdN7fVFURRu2rh9yHhmHYJpnGrkz2WBR/GTUV/Qq7Qf9xACAp4YTBu+j9tZ/14jc357LtzsZhUXkyc60njaHnZcfWR1cA8dT4sjMO0sP4nQPHgezzQ5QccL5wAABY3rfvpkZp8mkd9PnqZ1+nhxb4XC9/2pzqXwzsDfL4ril/jrLefc2aIobjrnzgK4fedP+O3huXAI5P1q0gcEBAQ86VD2cmfp5cc8koAnEU+qIxBQOpVPi3MZcP942A6B86mAXwTwZlEUf2PqT/8UwB8C8HP8+U8e6hdP4blwCIIjEBDw7OBJj4wGBHwvENZBwMNGa7iPiHTqZ4l++bDhi4ofOqXqMwB+FsDXnXNf4e/+Erwj8H865/4IgPcB/IGH/cXCc+EQBAQEPDsIBlBAQFgHAQ8fgTJ077hHKdF7RlEU/xrAnT70px7ql90BwSEICAgICAgICAgIuBe4R1ND8LjxTDsESqku9rcAAFlUwVFt5XEOKeAxQMpN9cEBAGBY9fr1IRry8DCv3R4UKp4fSLFtseuV8eJshEniRRr2W+cf27gCAgLuDYF+dv94BJShx45n2iFojL0hWBn4n1lSA55Ah2Cxt4Vqfx8AkKVelu+44RVVHPxCfVLk2laOvARizGZQBdx9FT3eS4H3Uu8WAKDS9wb8oOGbx6kR1f0qQskRiEfeaI2TR1PoleTj+6pXqU56AEojen4zjvOJqVM8DAN79fCyPbfbK68DABYGXiv8QR1lSWM2u9sAgEbkFXGyuGI/H8TxqlMGeHHvXQBANOxj1Pac1m7T9yOQYsdy9wYAYBLX7Luqmb+3T8q6eRDIydI1TF/nwwhsrB5eBgDE4z6y1M/BUdUrwkRcp9p/JnEV/dSvPxU7C5JITobH/LwBirqfyxs7b/r38PO7Tf8Mq6Nje//jkGDUtde235/5/WD9RewuXvqej+de8LCNNu2zUsTp1P26mn++94vN298AAERDvwaz5hIAYHv5NZsrz3Kx7WJvC41Dv1YL7oe9RaoNUTL5SQtMak7VJl1r2jrg/vqkKDAGPHo80w5ByokdD/3B6rKxGWF30vXX3+/2mvuFjKY7LazK6Bjp7St+zEOvgV2r+g0zW/ab9K0zn3woY3lQSJs77fuuz3Hf64pn9YUThsvdcC8G84SHRcrNtDr0Dt2IzlK7v23/fz8Gnw4+9aW4t/eUh3DE98s4P7P1NQBAfOj18fNGG1vnv3/mNXfDJKrYZ5+G0w5mzaWCVMMsSu/ZWei0zmJ5/92ZsffaZ+/pvXeCosMpne5Rgwb5wM+TLKmd0J7XPU1zP6dOWxfNrldWi296gy3bvo206u/XyhoblFX8+0ar/rCd1Gt2LzUvlB1q9rzDknP+7bZfOPGdWvsyggs4ZHz93eatOUX9XQBAv7bE91Tu+N57Me4Wjr3Btrpzzf+CWubZ4to9GxRpNryj8SXDN84nd+wToLWtbtB3+g6g1FhfuPYNVK95/XVU+WwveAe03bkOAOi2Nu27ZJiO+O8Hlalsjg5n/t2lnrrmaJKPUBv566zuX5957f4Ln/Kf0d16oO8W1Csjnvh7clxfe2jGr+aK7lc69Ncyqfi5PuE6Om1u6B7Ehf85imtlnwDbSx6OOaA9oN7zzyO99R4A4OzRLm5fnJVh1zrQmntSMoua91rDcT62//+g+xRnI2SpfxY6Jxe+8ev+jy0/txdqdQxXLgI4fS+ax2rH2weVrt9j5GgcLb8IoJzrAE6cU6dBa3bxyK+DQd0/s8X3vgjw/Q3aHlub3+e/c2qvmrej9G8FsB7UiVDA8EnHo+hU/CTAFcUj63HwWPHOu+8Wiz2/uSt9vfS1X0Ex8gebW+amSaOid+ZVAH5CV7no8sRvAEMe8EJ1cGAb2YSRr3HqN2VtxnE+QbvvjZoBD7g7aRC7orDFJgNG3vmDbpDaQCIufF3D06gcMG+oneYEaAMXhrHfqArnoHlQ7floeMHnejfjUM93OqL1QdmN1c4VpPwOl9Hp4Odkdf88dxiZP+256jrH3EynHRf9v7Tppw+l+UyDoLHr4G+MOmhtv+0/b8IMT8xrocEAF5X3J/WGzKTqx77X9ofP9MGg+9Qa+gxXt7p0x+ubhw6lqMjsYNGzqjCCnPT9eoiOD5C3/GfrsB3XF3kv/DXE+dgyE6PE3wtFu7oV/17dqyQf4bi6ctexptnQDKjfTqZBxlhUZPYs7mZU6L6sX/dCE277Bv/gr3N84XVsL78G4IOjxdN7yzxkOKTZwMY4j9OM8/Ie+vXQOvBZw2SX4+x1gTrXX8PPHa2HnPttUamZ4XjY9E6p7sl808jp35WGGu9FXDvx/OaNzLIxZW4Gy9rtb86My2X+84s4QdTzc07zrb/ox5cyw6jzBACSyWD2uzN/T/aXXrLf6TsXev48kDE35hwdJE27Vt1TjVmOWHV8jGTs57Lm+N7CRdwJeraVzL/nNCqfsoONo5sz79WekEcJcv7/vAM7qjB6nJR7Tn3oHYDWla/7Xxz7+4iGXzt7r33GzkDNodMcbmWhq8c7M+MatrzDWdu7hgmzDrfXPnLHeyBob9JzkIO2dHAZAJDu3bSmfwouaH1Nz8UP2v+nX6uAixtzD+a8H7T8+Vs73rb3Haz4DPvdApDtPjOwh96Az5nl1h6YuxjHtVX7fuDkeeJfN7tWLBvf8/doXGvfE81P61D7mRyA+fkbFdmJvVPv1d48Suqn7q+vvPzyE2txf2J9qfh/ft+P39d7Lv3tf/LFe2lM9jjxTGcIhIV9RhkvvoqYm71tepXZ6M0wbaG34jeb+aiYHY71dUs5KzIa8SBwXAiDygJ61dlIoRaoNg5tpovHN1G77aMoGPGASWnYrHtjdXvplQ+8zmnKykHLb2xNboZV0mbqSXkwaKPQJnG3qKUOj+aBdzTigx0bZ2/Tj+1eNhJ9jtAnDUjjrk56qKtb86g389ppapKMJh0o2lB0EE5fQ2vrLX+d1y7PfJ570W/6OMUh0Puno3sxN7smr6F149v+DwNGR9orONrwn/lBEdzWcN/oO6JCzR8Is5v36YdQbdK1TXn+uc1HJuvHW+YI5DSqR20fBXrQugpFltuXv+R/9umYLfnDaffip05s9npGZbSybgeJDm119sSEEaPhAKj5/x/RQDtonDkxHjnU44gZttRvccpGlEbBSUNSUMQ/KjJbu/PQ/Evyse0TdWY1ZFwMGn4OqKFado/bre6F015A4zpnxO72yut2D2nz2nOocI+xgzptIOK9rExm15Pm3f06O9Y9nf8ulvy8W+QeiNYSjtd9gKXe8/vEqNbmcP1rj+rrd7z/pzlL+t181N87WbOfo3Wg/Uz3Io9S23+iEecDjXM39v+eNNrorvj9oNy/ufbukjDWnFne85mR9atf8J+bZQC5xgow5TV/vyv87oXJyP6maL/m6UHznH2HAksLR97xWj72xmGHlKvp+6Z7Mv9spyOwuk8Trv1oLjrbWTh3agDiTpjU/TU06/47pztWA8DKta9gsHIBAO6NlpX79w8W/Tqv7/qzx/W7SHt+vp/jed5f9c7RIfeE6Tkxn/Wy9cV1kbeWMGj7e6j9UfNEZ/50pu1OGX/dI/3df4m/x0Xs/9bY9bbIcOkshqTn3ckZn4Y5tXQw4okCOMyINlZtP60zc3TaXq79cWKBE39vmtvegUm7x2i0/by/8dpP+LGfYg/cac/QOHVN/bR1wpHSe6fPbI1LTvyTDxdqCJ4muKJAwrStnAAc7mNyi4VvCz5SEZ1n1LPtH2466WPAA1xGhYqSRUEqotiipeu73iiUdq8iRku9XTMMjtitUAalopVawJWjbeRNcnf3SW3oMlV/09MFzle/BNQZjaGzUNRnF2WR1hB1fZQmb/jPy6v+PYpcteCvf1Rto1F4J8EiVYzeyMAZxXU7wLW5JC1/Dxpd3tNsYunxtQNPR+mT899LZ6OLjXEHuTiVc3/T4b1wfAuVg5szvxu312b+DZROljagukXJ/SbtptS7jje9kd468teLfp9/8P9e7G0Zf1aQAalDbRTXzbCoH5FWQGN1coOUjhvX0B4wivjSD/vr4eGd87CYVBg5hbP52WY0/Lh5kkt9pzmjg3oYN+x35gzNKZctkMaQ7lwHeA+iBf95FUUS4SNFC1HZFbdI6DTTeZbTiyJHVvVz74DOVNHwRoWTQ8Do4MLxLQwXZ2tMND5lcYCpTAznYnPo72mkeZZn9v/Vqr+eNTqMyhhM4hpGiZzceObnBCcNe/cB2dHp8c2/toxsVuB4qN7Jmbrb98zPsziflEY9DUcwu+TIyV7u3kCXDqfeJ36/jB85CK4o7G/6qYipInTT1CjNq7uNVfuiDm/V6ESc+8XNa2i9/S3/uyXuGyt+fSkQU6vumPGr+TVt/Arl3PbrXI7YtDPtCkXXmfXivqvrS/ieyZSDrKzL6PJl/sK/p/riC4jP+Dldq/lMsZ0fXA/D1pplCWqs/RItVYZ9f+2S/86kbkGiI54rzZG/X8qCFbW2GaLC/L2IiqwMxoiKM/YOQbo8S9frVZfMIJNhrGDUUXXV7pWMwgYzHzJad5a8M5fmQ3vmMnJPMwTn9yTLOh4yMs/9NlpoI17c4D2YpXdpnVbG3TIYwJ+NbR8sU1Ygevc7yAd02lt+bTS4NhoTX7+Qt/11FkmKYdP/v9bKdIYHAKL922jse2f++JKn5kZzAYocJ+ksMmK15jT/Fo5v2VrIv+vXAThet+7nQFpt2BwWy0BnozItx7VVtElhc3KA+6y9UZapxcDTlNGuMWutTAc1LHsw9vcrHfPZN72j7QZ9oOv3Dtk2Gddpl+c6AFT4/twcdf9s5mm59fGx3R9lBrQf6mzLXWyv15x84vGMUoaeWYcAAGKlcxlpwHiIqOknp1sgjWfVb/7arLUxTeOwPmuoNUcHWD72BosWCywyTSegfcEWggwgba6CNtC8UkOyQ04rI6tHn/Cys1pod4MKKJu9XWDBpyQzHkyNndmiuSFTlvMGMFAe8NOG0Dx0UB28fPLwnocOPi32UVI/YazOY3fxJTTJZ2wceSN1XLszp1jP62QU2n9n4SIz4IsejdWcmZAF/z3jZJZqA5w0eqIiswNBh37MZ55c8hmS8cpZ9Emv0car1LMwbeDkNdJHOA/m6RCTqGKGnQrk5fDE8J9TnfQsAqzNVNeue2MO37nXUTn097RgCnt37UP2XQ8CpfcLOqlOkTlFH9O6GaDzBrPoDEB5v3W9MvJ1bcXxMdyC/+xe2889B1Je6BiMq1VUJrN8flEbtI4sUwB34poXhrsz/x5XT3K/9f5pOpc+Z6nj74WcPt13zYXMJTaf5rOPMtYRT0W/b3kDMNv39w818vrjFPkqHR0aN6KEtAakO3IOVcZdMwr1Gt03UVD66cJdHQHAPxeNUXO4MWfUyfFOVi5gzHXQY0R/gZQH0V1qvT0kNEQ7Sz64stTzgQBF5rMoRY3F5YrOyojQ/JqOrmoOaXyC9vbpv7WZdYmbjGYzk5Sfu4Tuko9i6xkP2/7fjb6PGiejrkV3hzV/fTUa9Iq26zqTSR9ZMjuu6cCS/5/Ciq2192q967XDtIX+gj+HanxfxICC6CNDBnTGUdXuhTBPJ0yzoZ1VcgQm6ey+P46qJ4x9nTVal8OkcWLuyKB3jDQ7nml5s21c9Tvt27Xhoc2dvQt+XiigsfCez0JidQ0Wm2VQ7MarP47T4FDYmih/ecoZRCpxc9sHtXYu+JoSnVeFi21v0ryYP5uNApmNzClyCTNQpPs51tTsrH3YrktGtOaXAi+L4+s4avmMxxLFFWSs23cy4JclVTS4FpT5q9HYzyI68nHVami0N8Ucp+aAq9YA0uiSY2bzyXSu8dzr1DdsnsoJ0jzR/qaAX318ZPuEAo66T2JIFHDlXPwA++DJQcgQPHUoLF3HjXf9LKLtWb5kteMjA2e2uODiGOMFv4GZISrjhsbYcXX5RDGNoEOzkg1scpsKB42A+c06mowsQqWf7Zs+srDIxZk120bzMF46IwudlqdQjCotO+y1KU+YKbCIQlpGEGVATheoAnc3mlQXURaBxWUUm1FLXZ/ukT4jyUcnPk8biUXfx0f2/9urH8aDYtqxU5rVJXO0m2w24jONef7xNLTZj854nrCMr3jcNydUtCLMRYdloFbGZc2DxioOqA6wKJ9gksxFj3goKdI3n2m5G2rRIbI6jbqxH+fqznc4Ts6bLLPMgGoHZNDo4NpvXTCHWJErGTeTc/6eZDSKcxffMeozb6TomoHSyMnptEWVmmXRREMRZEBMO7KqZZg/YHQgAsCQdT82J/mspg1IQQaaonrTr5GRVNDw12F7t2cznREAyqj9OKlaRDlnpNpteoN00vL3YlJpmkM/7VQBOEFTnA9CAKUDNUlKp3feibTr5do2h2Vq7JYlYX1Si0XQyfE+ojYjhHTGjapGo2JUX7LMYk0R0fpsUCYqMvsO7bMyKmSEVqbqH6zok3+bHrOuU+uyYH1Ass79mwYRBl2jV2ovtroPRf9rS2XGgk5NXmHNCs+TlA7ysLVmyjLCiPNORrVDfiIIo7kT0WBe3X8b6f5swfN4iWpbjNyexm03J0SF3/y8frpQ1hiJSsO9S3t8p75xwti3cZ6Mm5WvWfLnUVXzhHtOkVTK+xXNBkE0runMyMaOPwO13+qZ5dW6OUfZHYIgQgFn+6r2AgWqlDkAygz6iL877ayen0/z0D43ri4gPWC9yMsf4tj92j3is1rb+Ta6i55iK8dCAYmC82M6gDJq+rM1OkOO/pHfL3TOR9kYXa5DPaPTAnuae/M0O9U4ZJsvlr+UkS5aHZ9na7hn548yR5qvGdeR5l0/XbC9RGtPDsu0Az99/j81eAYlWp9ph2AerndshrGKicVPHGz4SM+98mlNQaRyurEzSJp2GCvKJWNClAAtDEzGAJ2WyaI/FHsLflMd89CeRBXb9OYdCuG4espY5jIBOgR0QExfi21IPMCmNyT9bVg5aXzdCfPG/2lR6PkD534M3HvF7tmPAQBWktmU9u21N+74HnOSpsaXM9qz1GXmgxHcYs3PIbe/Ayz4eVSseiNOxrQOQBkBWVyxGg45rjJ6dIA5FDPPCQBG6Wy6+14gozGeDC0S1G/4+TWf/bpX7Lf89a10fAbK6CI0mm6vf/SBPleGto7e6jXvsBSH+4iaLPak0yGjQEbr8vE1i5jrPusQ17w/zdif/+7TYPPylFIOO4AXPnhNyNE0Z4jbkZwKoDRyDja9Q1wf+MO/X6NDMGX4zTtV82tseq+QExcr3c+5MP0ajUN7lVHdosqJyPv8Wm3lPsvpuoeokOM9POPpYqM6HZUpB7d3CkVoGrmL7XrutC9P/15j1/OYVovSTzlSrZGnQxSDWYcKy2uIWE8gI19GrAyjfr00DE9kcBfxgbifPU57fr+5YU6VI1UxPfJ7cqWuuorSeZt3jrLk5FFvReuk24yX/T6WgsGKk/76XSHjvnbZ89GVkZ288Tv879//BuIVv2b7dW/gnvZc1/f8mo9Jj1GdnzvwWaZ4OEAr8rUacpp75z51x3HNBwX0zNYOvMBCsn3NMgT1Rf+dhy9++gOvdx6653mUWN2I26ODuEOJ1xe8qERWaZxwXjSu01gKRxQDqR75z5vQGdR+G4/7RuO529k8f7/TmNH6RV+DMUhbaA0pjME9VAGOZIqCpDPlToXQ0+dmuXeePu9Pfe0TjmdVZeiROwTOuRjAFwBcL4ri9zjnXgLwDwCsAvgigJ8timLknHsRwN8BsA5gD8DPFEVxjZ/xAoBfAHARvozudxdFcfmDvlua2in8Ispv30I+IAeVUePqslLs/lbcq0OwdugzCsYdpZHZb/kNr7X/vkWmB8v+4OtxE1SUMmWELBp0kd/yh2nS9RtSO2KRMaOi+xc/eaKwa/O2V3OIhmUKus+irTsZeqUU4knjXF7/NIwioUjwPaT0tFmI0z5NgXkckJpEvMcIG9OsSw2fLepXF+/JwVH0QtEUt+o3ZbfPiHWjidGKN7Sl6qSitNM2+RM45SWnHeT3i2nua2XPX3Oa+DFXmqSjKNpRFJaZmTeoToMVIl73jkHR94fS2cv+UHeb57H90o8AKJ//6oE/zOORnyfj+hLGzHY1OqwfodEzolxl/kJq3zWgYTxktmuaNuLmqHtyBB7X3JvHne7l9Pyr536erXz1nwMAJtt+/6rW/Lzr/8hPP5AjN8+dFmVo9fA9o2gd0FE8bT3Ywc1LUJBANAvVeOStJSsetfdyD5CIwAdRlB4E82M2R1giDnHNaBSqccl73KsadFRqTcuMKfM0vy9Oq0XdC0SFqnXYIJP3en/ZO0txMbnj/qN5WxneNIlgRfKlbKd7Ktzrvb158Yfv+RruBVYseukTAEqJTGVNRhc/hMMFHxUns4L7AAAgAElEQVS/U1ALAHJlFPnc3JgTjlkXXwPGyDhr5jZvfJmvpSyzaFSLm8ZZl9DG0rGvH9H+g8kYYGBv74KvITitZmKJfUAUbDhkZt6cLv5sbb0F7FJgQOwEUoaSLR9ESpIUybI/6xdE6WMNyHSWxOoX1UPnFmmJt72DEXPc0cWXLKtaZ8bngzIaQKkQJhti0lw05z1WVo9r9zTq3aNYx08LAmXowfAnAbwJQK7f/wDgfyyK4h845/5XAH8EwN8C8NcB/L2iKP6uc+4nAfw1AD/L9/w9AH+1KIpfds61AMzKF9wBFtnhBlxkGYpslgISc4G2rvpoQavRtI3HivpIoTDqSWfPCp6k/NFf9wegouq12i4iet/GN9Wmz31NDkHeaAOZH0e+T7rIJV/YdYuRiriYTKXJ/eK9veEj36cZGWev/pb/HxpIh2d9NPx+PPDGuIMG6RmVfX+oNQ+YRWD0x1UqKNb9xtjhdzQ7fuNUSrZJioIrMitCvZuBJmcr0ubOyNz2ik+/LnVvnIjaqTDL6FQ8VHrVJevxMH7n7dnrUwHspU8gSf2zvVvNhg6C5JhG9B4LwI+okNA9QsIC0NbAb/bzQrOTeukgyODQmCtUhxhVT27k82lWpb2rwyOjE0ltZN5Y0TNvd98GKK+oOT1fn+GKHKuH3hmVMowMx+OGj1K1j25YPwor+qW0YEw5395FnyEYVBdPHP4qWjwNeq61G9/1361xXX0bxdg7BO0lFtLVyEGlg5ZX67ZGLWNRJZ9/wb9HQQKlzoEysjpPR7kXOBRYlkY4DR9RJLqsdbjfqFeVAYOczlXBmpeI97h54zs4fGXWIVD0X0aYkwpJXM6FUlGH90jryzlM2PStnvrvrpPPrEzBuNI8WegqR0xZV35XXm2g0t2b+U7lNNQ/ZG3nmzbGjPtsZ8nvDffinJ8GObCi3Om5yslJ8pFRKrMzPiIa15SpIS2oOhUQktABud4KGk3T4DS3RYvQXjxtjOn7oZ9zmC54n6e+6JoqvX3U3v7yzLjq5Oi3VSNHfnp381Vk3F9FndO9WNn1imvRsGd1PzIGLbChOdNqn1CYUXZVzcaQZ2XNgGhwu/6sKDp+j8oOWAS9tIjWR/13KsM4j4XBDhIq95nqnaieDJahWkO+7ufigPQkRdB1/1Q0CwADo8lQu5+NDVu8tnr+PsA9fOU9f25mbUoSr/mAxCiun1r0fhqyRttiO0Z34nf1Vj0lx6E40XhTa2M60yXHf/OIUq5NiqHQEXAMEuSVGnYXS6nbO0EBksaQzTpZTK3ahPRwFwn/3216561G57lNCeGjc6XUa8qzQRK4WgdCL22fECN4JuBcyBDcL5xzFwD8hwD+KoA/7ZxzAH4SwB/kS/4ugL8C7xC8AeBP8/e/CuAf8zPeAJAURfHLAFAURdni8gMQqZsuN5S43UZU5yHGQ1Y8ueyiN1KyatOMSZMoTEs+NAAs1K+apx9xQbX42gajzzurH8LGll/E8sJrNLCUqs+mUv/5R708rRUXD/1hvXHdF1KN2hvosXuxOLeK6kpqLc7HtiFun/eRDhne9yLnNV/kNElq2KFCzAaNh4gpSh0m48YKBiysUwHcPBUnrdLxcfE9GVtdGp76PEH0lDgbmaTjaVmNeai5W/oR0ndotPdIF4Nz99SETooMAxaiT1hEKZ50FqcWXZQhJW7q7rKfX+vbnhc7aa7a2BV5Ege9O0XVkmzsnYpQ76XofAY0HpRqVs+NQ2phN/p72KfTJkNXRbJGWas0LQNSrzAlzrmo7ImQZCPgHrJuioSpBkOqRRGbvqHVLo1cGj6TRT9P9lb9c2h3tywKKB70vGEVTclVCrqX9xP1FQq4Ul5RxZ585g/S6CkqMnM8oxbvAQ/9yYsfts+fz3yYgXWKoaV1IwdUGuiOAYmsuYRjFi+aEEKD/GE+1yQbmaFi3F9GEHfPeOdv/YqX2kxuXwWaVDZa8waQMqiLe97ZzNMaesuUeuQzkSrQ/TgEreE+EvGYafwqkikKi+ozXJFZfYAp4dA5wsRfZ2X7SungrF8CUKqrWEfxqQCMsrQKLIl6sswGVN0XPmav1fzqM2uobEUy6ZuzMa/4JrppVm2aQ6iiz5zKMDtn/HeYeENcL0UVOFbNk2kqn6K8chaic7NxtgftvXHutndO8yM/dgl5FBdftbN13ki07Ov0muEZGPEZKfDkxqMyiELHM6n6e7G4f9l/zlSvmYTzSnS1BgNWahqGbIJ8pEy4vwdqxqV9ozbpWnBMTq5+2jnOtRIN+6awJKPRcV+sV6gaNBmbI6z3lRKvpV2gLNxggepMbNQoR0AF28P2hgVy7uQYLPa3bL+XbdO74I37qvoiuMiyswoeFTw/u1TOqnduGZ1ONXHav+XATO+v9+MIPD2yoyFD8CD4mwD+G5SU4FUAB0VhZNRrACRe/1UAvx/AzwP4fQAWnHOrAF4HcOCc+yUALwH4FwD+QlGcrPZ0zv1RAH8OwNLP/MzP4G/98T8AoIyAZAeHyCiB5hgFSfkzvuIjkjEA1GZ1v2uKmHCziAZdgLxGyXt26fnXun7T2Lj+JYvClsWZfpPSgbV0xMLM8QDRd/3BkvO7InVj5aaz136x5Gvz0iVTKcNtVG1bhkIZAhmkMmLVRbUy6ZXyj1zUOqisO2MxKalRlN5zh35DyURjaDZRPXfJf8fy6RGU+9kQ2v3b1vY94nfpPnYufNz/Ph+jwihSm8bTaapJgI+IxMd0oJgRiFRsvuzv7TT94k7FaUBp6KVUX6hKAYfOUTLoYkhHZcADqk11CDmHyhBU+gdY5LO9W+RJUolVGgbVUfGB75mHNln3/lsY7zIDRYqEe90bE3IyO81NM6REbVB2Qk5JnI1KmV3ymLHD4lFGro7Oe06vDJq7Yal7w/p5xOQzO3LQ812q03SOTCq4YHRXhcsqjI6GfawyMtghJ3beuHwUFCI7gO8hQmdSw5NS4WcauYut2NecNxqZsbIeaeVEcfmd4FCYI6BiYqnTWPak1rb5Vczp1ysbmY57SHlvF+i0qWncOnuoFORJF+MxHA2iun63yeex6Ndat7luEWCTLHwAY2A6gm1diCNKENMAVJR8sXfLGpDF73h5yvEulV2o4BS98iEcb/qo8HxNSalcVu4N2+s++JFv+L1J92vx0O/J9d0rlsHa4mvEkRf2l16643y0+dECFklP1b4YdfzPldRH/VWkOi2RfCcs9rdMgU49GHLOB2WOhsvnzPGvUbVLATTRz6b3ITleytzZHsM9IUtSyzamfL/UwI4afv/OXIJmxKCY5Ee5/xfvsp7IOWQf83SnhPVc6uotR2+ffQ4yl5zY01sZlfduMnO8u2fPP1/060nqaYp8T6LUstCSi9ZckgGvedx0zrIjympKZSimsZ0vb6DLOsH5DOL0PFPzxLNv/Zp/Hz9X91TCFrW9azg66wMGCoZYI73KbEDT3yf2Rbjls+ZauzhzAe5A6kLsHULacuu2p3runvv4qYIQ03iQ4AoAq194GhAyBPcB59zvAXC7KIovOud+/B7e8mcB/M/OuT8M4NcBXIcnCiYA/l0AnwJwBcD/AeAPA/jF+Q8oiuKzAD4LAO++807hGL1x5BkWRY58SMWfRW609dmJna+cQSZlHhWAciOQ0YJup1QF4mtNY3qPzVOysb0/qrNZWTIrDajIotu9jeGOXwijjj+YG+S2Jpt+c1bUBYCldFfGvnhLzkmt3kSbTbJM3YaybErD1qU737ltzkbn3PcDKKNdUjM6bF8oVXGG5IgfSRee6dx+HxE1vSfrPsp85trnMQ0ZzN2lF6wrZqSmS+o1QD3lIkoQbfsDoTj298IxMqZD6bh1tqQiDP1rlgr/uepuqcO3cJFp74/e5wHIzblJR7G2erZUZaLBrmyMnKbW0Q3jnCqyWlz2m+lwyxutURKj9bLfjPuvfr9dDwBkFTWEY3QpraPW8ZuwdLbVM2Jv3W/sC8e3LGKutLKUcSwCHqXGIVakb96wkq61q1TskBZ1TkZmjb0fKr19RDTKNT+qrDcwPXaUB69jUebwup8D/S3/jBpf9nOz9eHXsLhBFay1CzP3NKaBerDyMhZ5eGk+SEc8v+wdquH2HhKuidoaZWTXZx3u2EWm7rGqrrk8+GTsGDXklOJsSQjrnsf9I8su6vlJmlGG0MJw1+agDO/BlPzjNOJiUsr00aE6jWqiCP6QGvnDPf/8KjfYVfRHf8xeI4dA0fulnbdmr6naNONIrpGuL6NRVj3csvuSVtkhmvM/lgOV1C1DJmNwvOjvV52Oizvjn6+7da3sCK+C+47f32p0qmvb79u+YNF6Qapujbbdb0WO5bCo8L5bWUKNBpl19WUWICYNcNjwn3HYOINVGqTq86LAkMZbXHkXzff8PWzyb1Inczor6k2M17zxnd7wRpL1NlHNz4rPXvXWXzI1pTPXv+i/m+t80CxVlRTsMQWnufmZ9g8tG23N+lQnc+jnwmjVZyGXejfLbAQDE/NGcRZVSgoZaX/ak/uMGu+3LpTBpznJ4Ok9RgEEU/Xb9uuz/z4liXlWVPf3UXvZO1vJ4qzkrCgso7RhRr6yLaKzWJAsjlF89Tf9ONaptsU9/uD1HwVQKtokk+GJhmv7634Mq7vk4Y9G5TyYqP+AvxYrxJ8MbL0cK1M/pVjm31M2VSy4JiakS+UTqm5pDi1maO/6va2dzQaWxsYkSC2rMdy45F+z6c/Yytf+tb++r/v7MPjEv4PGgR/rkNmE+UzBwnDX9te0w8yrrpd9ErKvf8XOiGjZX6folwpQrL39b4xWndFZ6FGqV3uhMEnrVoPg5pje0/uk5lCVfT2edISi4vvHZwD8R8653w2gBl9D8PMAlpxzCbMEF+ANfxRFcQM+QwDWCfwnRVEcOOeuAfhKURTv8m//GMCncYpDMA/Ti1cRaBwj65OSwAWabJA2Uptq4DXXYTHhJLdmI8sbZV0BN1EZ00oDurRqRUJ2mPHQN8m6Lid/FCGjo6JFp8Yr4qdHS8uWubCUtox/pq6GX/sKJjSaKsuk8Wz6iFzCDTNplxu75Fh1UE2Ygk7If188vFI6FkqTWsSDqjmtBeOPSyc6o5KEIoDiLLe23y6zJs1ZWUhRCiZpHTU1uWLKGNSDVyOjVnfLojUybvSsxQGWgkQ86mOy5Q+ozns0EjmuNq+l8vE6MkraaaNcusmDXjUntQbASFp2zR90GY2KfDyxnxXWVkjOFsaDZap8VDaMkt55dcjOzKxNWNnx2aoiiu2QrtNhSaVznpQ65+0pCVOgpI+omNGM7H4P4z0aS4yISVlEh3A0KtUlrB5DxrQc5SK3ArbkmndmpLfd/hhVNHgQFhdftuyZsgrW7I0qQStbbxrVKNrzh3TGZ3Z82T+zcbePKp+FTKWEXOVE67XXta6+Nz7yuwBMUTr4Wh2A0cIShsxoqR5ingutawVK2cwK58AqjbzdxZew3qOxe+2bAIAWr+XgjDeslH2ZJDULHChzMa+Mk+Qjc8gGR/5nf5fdl3v+O6tX30bCrNzm5Kt+fNyb3BGzYaRAxJUq1unI2cHOTFnK/WS8tGFZA1tXavLF9VkZdmyNGYd9j0EKdQbuURVmNMKYAQ6Z+tE6s3DkI6NaQ2/dGyz1QwYJmBUSjSfJMySJ/8xbZzwFUs+z1mNkuX0BrWP/fhkeXXLEpc4kKsWk0sCYe8joqn/P4WUVZ/r9bO1TH7JmV6Jqac8ybv1xBynHOL7KvUD77hkKDdBRbvS76JE2VOH8irnWtKZbN74NHDIyyvmrQA6mjUXuh/mhosRU32EkV+IJydGu0euanIvq5Ktux+m4a9ljcL8drfr1oPNuKbppzzphdkgKTDrbiig2mlN1wHnOLGRljUEe7o9RmtpckfG80GE/H2UM9q6Und91vtGhyPZ9oKj73jVkI3blXfPfVb3ggw5LV7xyUia54v6RPYvJit/rRCsq2JzRdQ5LB/E9n4Won/PvOXjhk7zXLVRZ47V6Y/asF32myS7E7ujAzoT+bT8H5RDEdX+dFRfZuWlG+ZJ3ImM6g7Ur3yrnAdfN6Ao7HXdZMN/03117+8sYvkKaE+eVqKjq8FwklZKCSadUzlZO56t/a9scuDZ7dIC1BKqpjLKJ2Rw6b5XVNyEV1na0tt4qu3BTerXH9anscV4pswnzvTCeXDi7B88SHplDUBTFXwTwFwGAGYI/WxTFf+6c+4cA/lN4paE/BOCf8DVrAPaKosj5vr/Dj/o8vBOxXhTFNnwNwhfuZQymIsAD0EURqut+k4qXaRjLy5t6TcTFoki5Nr8hi97yKEa74zenKJpNjQ3ZeKXa2ysPzGKWty0Dy/ojpBUz4DNKh1onZfKlMRqVBxMXUKGUHj/P/eSrAA+89F0WoKkQS11nuflP10pYpoJRnzFl7FxRFoxlLerpfcRTQaL33vS/39+3Aqr8LLs+WzSPmz83jSypGR1CB4IoMWo8tLL7FqDsga6dh5qiD5O0bgZaNqecosh+GQlL0PqMfybL6S/7v1FpSs5S5/zHLIpUxxbvk7+3itZMknrJPSUdQk6b8USnCzhFRaN0njtmhI6HOCZjNA6ZCaEzJKPYpOT6R3DqYJoypc2It2hOi/0tHNT9Qa6UvdVayFmSVnelapkxNWTK9Hx5vdGga//fb3HjJg1uuuBS49I1y9Ees5uq5jOi2GgCQuWYh7icpbRSRokZcYrP+383GHmdHHeRLtIh0X2SsUNFm4PmOeuuKcqcNV1i0b9dU3/f9P5tfdc07+lARbGtjflut9ONzoq5PUBBgha7VGc85NJRF0ucZ2oiZVrwnK9xPrH73/ywj/hqz7JCws3zODjjs0hSnKkmLALmnpVrvlTq9qxsTsrhI+JBFxG7dtdJr9N6n3D+R1M1LHp+MiitcJJ0hrzXR7rCrrIrfj0evvxDAMpmg67IUent8/6wRmLVf9fBAvsuRBWLHApG0ZmiJGTti/aZQKmqJVU3iTe4IkP92DvqyY/48dTOXPZjVzOms+dNOnhI6WBlV/Opfhy69oTXbJSj1iwFrDjYR+Po3/h/zCmGxRGNs1p9yjgkm1bGvwzbW1cw2WYmUs016WTJIO3T0EorTVMgUlRWtSGieqRJ3+ap+O4VGuDHLzO76SKjkaYVfw/vplzT3vLGtGZXj05XzOBRY6nUZFXTK8f7LscxrzVtrxMUtU/OesM0ubWNhIawHAH3IhtAiiIrzr2yKoA52t0174i26Chnx0fIjv3fkojXJ2eN9X95WjWq2PGGb0Sps1EUInHsF44PEJ+hg3KB9EYGkczeWFpFn9H+KrOzyvgcshHeaPk1C2xVaJ/EzDBEvKfJRfYNiGMLqmldKXM6XD7P8U5QNXloBjS5P0ZqnBbHiKvMHPH8tUJy2hmj1mrJkCAO1rxtZI03eW8GFz5p9MP5nhPa+6Iis4abg2Z5xqzgyYYLfQgeCv48gH/gnPvvAXwZZaT/xwH8NedcAU8Z+mMAUBRF5pz7swB+hUXJXwTwt+/li6z4p8NOeTe30N9mOhLeaKqtMqVq6eEYCY1xHTApvfsqU2lxu21Fc+jPRumbK3Qs8qyUtlsiF1Utu7koxdXEoG9UJi30eJHdOi/4TSNPqkZdkgKLMw47DebODlyDB7cKsbLZqKc8+KO112xhitMquTEZm83RgR3gkWQked3WOr5RR87GSfMNraS6Ml4g/WDcM0UcRYqUPWkzyldEcZkBWfDjUyRXG14WV9ChYVfKv3rDW1QCpaA79Q3U1XRuxf8tZpZktOo3yurgwLI12vROa4p2vO7fF7O7r7jrjSNG93rHZURZ0VjOgYJzQJ2iGze+AxzONY1SNkYRahdZVDKRw6rmMNxAo2x8guplnHHx8uUY1+tIaJTk5HQn5CEr+lOkFSSk3VT5eVJ/kRPsJiN7xukyKSs0YMRtnbzuHceJc6bsIwdRUVoZ14WLjO6Rbl32v6OhVTlPasbambLYjZFobcgpI3cr2fsW6Vb0TuPUGGQgjSvNE6pM0w2Z/GuLe5LZlcGtxmmDNpsmRVIYoSFRXTZ1KEHF582Jfw7d+qqpaW28zDqNs/76CiuUjMwRkBMv+snR6sleCipMFHWlwnWUsNFVdHyAwTmqqVRmdbHUB6U+OLA1O2I39OreVV4/KXTcE4rxGNEqj3Nl4255R01RwmjQN6PamuUxcr7Gn531V01YoNWdbcqlcRZRbN+htSHFGauRmqojEa862qFjwKCAMrGIysifnKCcHGwFUOJsVGaf6fA4fl5BB7Z4wTtznY3X0Dz2Y086LObmHjxa9+sq7eyUgYI5Q0uBk9Grn0J1jXukhB10fnC8C7fe5N+rODznI9t34nK7IrcgWH6sDrzsmLtf0lMbMhzlRK56Y1i9dKJsXGbWdB6JltKiI8zggNs4a2PN+czllFiGK5uUGaekNFIB+AwggPoL5xFNGY4AUNy47P+H0WwF48brF+ye6qwxaeIrPgs8OTyyc1c1VWrcJYc4Syp2LlqjLWYGta+lqk9fPYv4uz5zl7Gw2iiadOYOL37CnA0FIDKyFNpH1/mdNVPlW2/TebzFOSBRFO67o1c+Yfu99skoZVO6bdZMFIVlDp0yDwoqsiawfna9vLf8m2OwIKVDlY5HlmEYU9hhiSqJe6QpqRZy7fBdtEW1ZYa4TvVBk0F2zubpfYtkPC44PJNFxU6L91nDu++8UxhdgGmy4Te+joPv+sXR2+XBkPiHWl8m7eXiJiobNBzP+8WoCEqhjWQwKPsZKOrBBepIb0Gc2GIFDw3jfg5pCEqmb38X+1/26jO9nVleYpz68cWVBEndf3baYDRKhUrMKhRFblSotM0I5AoPYHr7+TnSN25NqWksMrXLiOu47cebHO+foBlMrvmFP9ylYZPnFq2x9uza0PVvbbZpapu7dQ1WxERjKQqAcnrqzSAepuDiuKQs8TsUfbNFqu+JY6OvDMj1F+rnfQq5eOP7sUd5ufXLlGvlQZWTStRdfxkL1/0zyq/QweB17n/VGzuHV3YwGTJqxChLlOgn+b7VcpzKLIiuoOeof7vI2cYvSs604+qvP7H3WTMcO1DlfPG7V1cwvOIPod4tOgKcL7pvURLbWC1qxHHav5O4dFx5eMRn6bSRPyyHMW63zYksyEnVeGQM5M22GVjJZW/UKFXe/ZLPdA0PuxgdzcpwJrXU7oG/b2mZrbnL/dJ12jjmMjyat1GjXhonmld6j4yUJLHortSsTMZRkqya22mlzAoS0kuXA5NVmojUjO5f/TMAwGCLNRx8zvWL5xCdOTfznYO2n8syWub7pAClwWbF+rZWEqOOWedX1aNIw33xBbR6s+tHVKvkNqOf3CPGt7dx9C4NMlIbtA60hyX1ark2dL8570XVcWlSPhONles8kgEdufL+KqJJKogyLdPSjwnryUa/+et+fEc6ByhJeW17alz+u7Tf2vqsV+3/I/4URURrL2Y2KzpzvozyS5CBwQFlD3HcKYMAooVKc58U0vHiOtL3PCVNa2P0tq91EN1U43ZpWu4BGicjyzP7I41UGa261/GLNOqai4gUTJjjuVtGz7kTczp+34+r946fg1qv9fNnEG36yHm+OOu4av73mxto7ZKGSClwOZqTjj8b42YD3XcppHHMAvcaKZlNBkp43UmjXnLiuVfZ2cP5Mr7yvlFhK5fIu9c5Pi3fSyN4QgnjfC6TITpVcvsqsps+Ozgida7+UU8f7Hz+S+V90hi5JpQBjFscZ6ViARbRrkY3Zx2C2iXaKK02JqxrKeb6GtTYzCw+3DGHwOhvaszHeTa6ehW9m5TZFc1J59HUnhrNnVmWvdSZM3X+aj+d30tVZ+GiyK7TWAEAav/xn3hiQ/CfPLde/Mof/b339Z61//YXv1gUxQ8+oiE9FDzTXSUUiZlc9pGA46u3bDK2Nun9zm1m/Z0D5OKNX6dywZxRljTqdlhoIzG+qTbcIi+j84x2arJLA1vGdlStYeElf1C1Lvr3VDa9540L3KBcZFEkUXKUKpbah3v/u8g65Aub8UY6iiTc2PJ88PoP2qF/tOCNC0XSNre+atcwpjRgfNOztES10lZYTDKkb3ycN687c53Dde98KPqep1WLbukAtENR9KI4tgZiGruixDvf9+8D8MW2JglbmZVuU4RhhbzhyvW3AToEw31/oGRz2Zjih9dKlQpu8pon0ttubr9rWRcVFyqlGlf8OJcubWDhZRZXvc4Mw4GML2U96EBOxkZjmbAuQB1kRYNyRW4KEZJ4VGRUUnouGyNTJmwuuijjTrKoxVtfMwN+6QdowL/kD6pha5ZqBZScf0Wj9cyypGa0gMpl73R3PucLyXtb/lnrYF75oe8zR0DKQZiTD42OD0xa0DJv3VnHOJ9kaJ3zn9P6/u/ja0khUmO+Ztu+w4xzRcTY5XS6+LOglrnWVazGWqo5ysaYLPjgwJjPSCpdKt7NkyoSUg9M01td0FmcqaZr6aiLASmFilKaMgkzB0k2RG3L71f7V/2cPL7FbEnTP8/a2U1zTDTmJtdR4+av+XshGcXWQinXKEdA0UVRWGox0l3vfKeaQ8rg0VBbOyIFEWXAQBKW56jQlk057u1XqfPPTKdTUITPtRgO4TapUDNXs6JIMFrtEwaosqqWaRgN7Hmpxkj7mgw0o93FSVlUzj2ge4tUKxo46z/0McQsVC04VgUk0jMMIIxHcJKrZnQ9O/A/EwZiogU6Izu3EbG3jL472pvT+49j05e3ujD1FuC6SLsd47lHjNym6wzcXPIZJZ09k1rLFOjqLLCWWo6wdvgu0gNmf69SJYpBLo1hePY1cwhF9WxtsWid1z9c3LTsW/u6V27SGZST52+O/CRDixksZZN1Bqa7vMc33i059RKuUI0Wn1k+HKHxIjMBP/hj/h4o+6IaFe4x+eqm0UutZw2zE9G3fO0c8rw8v+Xc02FRM7jqsD2Ff+8AACAASURBVFPSZ7mvqsnaUsc7xIkyxXFs9WW92/53/R1f/Kt1kf2O32X7dfX9b3AcxcwYkE2Qse4hZoZ+0id1kY52kV8GANQ+/ZlSspxGvhQUs006DVFsAiTqdBx905/rfdo6LnJovuCvWTS4mIXgykBH48GJ/gqiHOasg+gu++usH20h4v44ZF3BPMWyV19Bs+ufXzLqIuDx4Zl2CCzqQsO8dWHDinzqGzxQ6Jkm3+cdt/w73ygjCfJauUBFYwBghVw3PvrTAEpd5eU9f5gnO9dL40MbNRemdRYWBebdb1pkf7h/OPMzoVJDXK2UnrbGoENbEbZaFYlqI+YjTeqcyM02ngxsg5MxvKzCUkbREE1FUWNF+fl5UmUYT4zCoesbNdmRWdxIIsrGKGhkKhW7f9Y7E1WmoJudG2YQFJR1c1TKaHXZtr3SMCnMRl9pW6aFGZnPSUdBtWab83REAiidpuqtqYZdMkZUZM7DJJqMzJjpv3sZADDmQadoSbrQwHCbalG7v4nTIKfSxTHysTeyFCFSt0zHAzBu1BGpiJvvS+XgKQLfKlPnmkOKCpZfSp3r4+PSuaUKSvElz29O1fyqUinfL6NEEH0JQKTiRylAqTaH7xVdwC0tW7ZlvOHnh4qn5bAjju2AkoOYMRMVTWVNLBMiHXYVIkdlxsG+g3NYh1BNzgijq+phAMAKt1VfI+eotnfNisyLJX/tQ6oLjZj2TsZ9Kx5eYP1Ejw3JpHajhnO7iy9Zr49aX9r4fB6kMnXqG6jX/Oc0zvjvaL/ugwLdy1RtKXJTuRFSyr8WFz3FsLPpjcT29ttllJfXhzmjyc+P2cyaOg1P1xfJgJQBeO5N30lZlBNl4MZHPcsypVRNq2gNKksKADQc4/as7KLWfTQclM63HBU6Ogn3s2JtUyNHlfuXJJY1B2yejAeWlVIGtbLAhkx0YF21guG7PrKda+0pyHPLX3+6Vka3tSenq6yZ4BrON/z9i7ZvmOMlY8kawqm7/coFU62yrDaNKNHQotEAOCA3nMpbOp8UQMkp5rCz9KrJn0oRZ173Pz28DScaIml/81La8WSAPt8vx7Vziao+/PzcxSaZ2tY5x+d6dI2NGyXg0ahicuaSv3YGhoxutM3I92hkjo/mk5y3lJF+RA5jZqirX2V9hoJtKg5WTUc2sXnu6KRJYAOs9+hdvlZmQUnpibnXL/A5FM5ZvUPCPXiTVBxl1pUpcYO+jbm2vDBzD/TM3K//f6hwHol5YJx9FYsfDxGz74CCi6NDv57kZGnc9cNdgJmxCYvDrVGc1OHyDGP+Lb3KgEZcBjkBrxKXDUhjfIlOpBqVtdhcbf2lUn1wRDls3oOYjkEzuwwAOFp/BaMVTzOTbWT9Gxj4Wtx7zyS9VfvxxMMBoaj4aYOMWS7CwZWblsIev0dViAW/AVR6/woAjUSlUKeMN2CKB1ivI6IBde7r/6//LqUhlVqdch7QLqNZQJl2jdgYJZ4qtmqoTkF1DNokhgO7nu4nfwIA0KKqCRiBGt++bbraMT8nY0RBG0dCIy9ZOsSI3UllTCtqM2Cx0yStoyGeMA2/nBrFokxFlYp1V06YhbBJpUyLHKskNYMjTv3htnbEZmg8GG6+8GmcE7d5lZsDDcfq4Zbdv1pE2U0equoKK2Ud0ycfl5Jyg306LkNGvkXBuvoeoguX/OvVuVS9Bah6g9HANoDGJz7hv5u84b0vk+aCHpY+7D8n/oh3dKzbptKlW1Q6qtZMU7rg4WGF7hpD97hMoc5FrlKpReQ5CjkvHMU8D1nUiWTrihnEBQ/g5Lw3XIYvsFgTMB6+mys+FR8/j1Pb1JssXh8f+ENHEVcZWJULF1Cs6yBmMSp7FqgTb1SrIRYFgVxgS5/TCWi//lLZZZwHX0TnoaiKDpGbQ6Gov3juwzOU66OTmuzeMDqYOOzWZ4Jc3CKpYMx7J7GAM7e8ionkabOkhuV3/q3/zi3/2a3YvyY6Rwd5xTslMqKAcj7UyS83Xjgiuy45nIfv+Mif9qq42YTb8991dNHPM8mtRry+JdGVirykKDIKffy613BX5ghFjrhTRjeBsjBRtIP0eNd43+LhjzeZAaQTHVf98x0dHkNNjGVoRK/7+aV5E/WPzfB0ahBlaj7sot1aRkRpWhX06hmZNGNSsQjwXtuPR07XhOpW0x2LlYlJf8NThhRxNTiH6qvegLGgihzjI2nLT2xPiXhPszfIBBAXnnQXtNplTYL2Ep1LdI4at68bV1/ZtNGSN+7lkI5WzqKyxz2PRq/oKHL/Y3aSPXPjS2XRqHTvmflU/Zobj1AwUzGknC3sc5h5Xmihzc9pzynvGe2mUimpWnReFHTQHiCjuPHKi3CioBZHM+MbX/JOdXpwG5M1b4g2r7FfA8+Vzpd85rq7dWA0rnSJPVJI743O0ZjuTYlpqBGoBAsOSIlhgfm0fKQFOhjwUxa+SFKjHsupLKjKJ7pTMvV8FWzS+auAifawykc+CqgIf4NFv1qzQq1hxf3F13wGtnmegRM6RAoCFUcdOMnIyqEjG8Ay984h3WZ9COetagckFz3YPzL6VfWQ6nc6uxhIaHT2UaFjZ9csR5/Ol2yddjaGYwBUgSnZBakaTLaWS3rTXBDxSUaQHX3KUDAyEy/5ydZ6ubAIQkKO5+STnwEAVKRbnmfYe8kfmCpk22a3XimXAIBjU5PS6OWmSCNjcv5Vy1DIsBoyqlhq26uRSwMRi4FzyteZLvZUlDaiZJmlbWm09j7mr6Hx3c97xwHlhp2Ij09DNCJl5eDMh300HjAlFh2yMVVhkuFxWfg8LikIAFBhgS4aCxZxFBXKqFpK6/PAHtfalm6tUGpTaX0pGzVHB7jxmnd4dLCr8FJGSpSNy4JxNVjplmoSfhCMVq1fgKNU29LLZ3kjWTfyIqN4y6sWidPzlLMmY7toLVmkMeFcUbfIlU/5wyxqNktjXNFXUoYcn0PG9H7c61jqXw4iOpwPygKcf8mkYFUYrEPJKB2LqyUXn4Zxjw2KVGAt2UXUGpbNEVXIeOWy4KadgDkVBanB5C626LderzqShRd9iru6wShqe8nWwc0XvUb46pIfj9RbJnFq3a3PaV3x3uZjRr6PjlE5Q+lKZbsYPS7I0XbDPiJSg6TAlTUoGkAnR2NQoS1QGsYyTlzB+dpaQSZDlPdHUrF2T+IKquqqfI4UNBoIR+zLoWLGZn93StqUSkb8/AMq5URFZk5f7RwPfzmu3LO6n/opi8xZ86wLnr5jn89i42HaMvEAyQs3vki1rS4dskYdOE+FMDV2olb7MgtVUeTIqTBT3ZmtGZCzKgWr9tLiiaZUptEuB7nWxN6ZN3jNfn4sUJVJak9RPkHEKKIikupFIjWx9sH7RjXSfqF7Ig35fs3Pj+boAAs7Pro+5vzSfK1fYkfl0dAkby1TLArHykZ5DTKQlW353K8BACbMKlhtTbWGjOpriuRb0EhUuiyzdal9rXKwNfvvy98qlZDoxCcrNLTWpDZEA6vRRkr6ivbgYk7MYbK4iSqbUckBUF1WQlpPdv4ljNhoMe3TABU/nVngfnXRVJxa2+T8T2YpYMq0YDKBY88a9WkQH9+6Bsex1aZYMIQUmPYn/Byv3bxp8tpWAKu16/+Fvdf8mbh0+zu231uncyJ60Tt+zeZ0lpWfw5+jFvu/1BYRkT40LRIAlGo5CzzDql/5l/asrJZv1X+OqHPF9pZlLCI6KAUDh0atrDXMUc+51ykQV2edowUtz1woVepEp2UgQsX7vYWz1gfI7kHNBxviKnvznFlB60N0iC/6n5pD6S2eI72uOQKTVdKLeAaZ7LokdvvH5pDZfKANoXNvUl2w+WVSuE84HFyZtXyG8Ew7BHboMoKlLsUAMLzlDYfq1310D3Qa4CKsfONX/P+Tz3zumufImiYwULY6t+LCWTpP3D+ySJ+ibmrCsnDIA5XGcNHrYniTh4WiK4x8qBgsWpyqvt9jI5pXfKTa1EyW14zznN5ksys6AqL86BCq9fcR09jPIhapkQowbPlDsjY+RlNjJI9Wh4bxXw/2EfHA1OaVtf0mX2EUUwWLtb1rM9xTAKiwgCxqeeOkCqCpiMsWjUMeDIMNT52oHO2gt0wqCA2EQd1ftzZpGcFFnNohMe6yjkLFi+t+XHmzbRroqiEAo2dWY7J+Fgmj4Pas+az6V/ymmk8yNC6e42dzM1704zl40Uv5LV39KscV4+AFr8TTZLHmcMMrk4izP6gumiqTOttOli/5z1X34SK3dP58F169pk/5xUr/O5bNibkZqzOnovf91RdMocOiuVQi2l7zTsT69resS7BpZzcpsbnnnZoxf1YvvGiyuBa55XtV/+FQWGdQGfmO91a67lnnqHR21aBIa1Dcfefs2cgpVcFrtu6dpHPv+MhwXm9h3KQuNjuGSnu/YupMPXOO5Swftvy8lbxpnlRtzRVt0g7oAIsWpPvYbaybfOleze8FemZSxar193G85J2D2vGv+vdd9/Mj3vGvWV77DTPszi36ZyUNeRURy9GoZbdRb8w2lco/5BVopDA1Xt4EuFfJEZYjoAM+mgzNUC/WmOUbMMPJpomiK2YHhyd498d0jhauekrMcOMS0mw2Om+yrxBvvY7mof9sGQy6N+qsvLP6oRNKOpI3lPSmXtupb6DJ9T059q/p71A7n5njhe/7GEYf/x0AgCM6HfOdZFvDfavh0VpJRDWUMfaGlzWNr7xpWSsFi1SDUdn3++NkYQVgIz7LyjFYJFro+No1E3JQ1qxKUQRr8kjHtHL9bTurUu7BorW4obJy5Vmm56aMnanhHezYszXqKa8z4Z7fGA7LDDDfP6EEcWWBDjvX8vD2Dqof9vU/KrB2DQbNJGHrnDn1kuocq7kXHYt8NEG6MJu9GZ3180trb+Wt3/B/Hw4so6h6mBEzWzLsqzu3MFHHajpHOWuQLFsYxZadkvqUZffiOTOqKEo5ZlI7e297R7T5BvfmjbPI66wbmS/2p90xWLlQNlVb9/M+fZM9g9RxfrqxKve+PgUGZBc0en7frYyOy7pFzpkJm38mDDbmWWYZo4TB0/TCCzOfj1Yb82p6yrIqA6EariKt2B5yuOLPb9ll6hMSZWMTlTg4/4pdziwp8gmDAxAyBE8XlJaPmQYcvfO+bSrV1dlD0iZ7tY6jc97wad32EY8JO6wa9/nmFYuu5eqmu+//Fr/KAq8iL6MxLEyVI2CReB4Q0WRiEQXx9xQVTMgzzDcuoLdMXi8PTB2ECzcYxRv2kaowj/0HrFAs5aZDwzetNS1NN9+NUsZZMujA0Wlwr/ki2fHXZikicb2G2kdpoJH7u7XpN31lVFTwBZTp1hqlQAseYopCVLavoviuL7KakEufUMKwSsNysHwOScaoODe9OjMEQ2q+q/A67h9iQOO0R8lZFRC2Fd27eQ2F0t68hkK8Uxmo45EV26kZkZ6ZaAdxtQJ8/Af866m0oYjT0vGv+e/iQe06XSyPfEFX77y/t6qLiHgNlXEPg5hNg9SxkoXfop+M45r9/3w7eesILA35tGK68KLL6EA93vQ63umoZ7x7FRKONj8883m99jmTo1z+iqfaHbzJjsKHbMzGLrbpyvuIzvh7sKDGfsw0WDT7+MDoV9Y5XKpYdOLzwcBoRFYMK8UMFQuunDGtcaPlVZhZ6ZQZAcA7ZIr6qwOv0c9o9A+ThnUVl0SqHE1JAI+qbTMM5AAXJsnn14UcsqjIzAhRzwjVDnSnOsEusrnSMfn3/X0ezHVSaba2kF4kv5frqXKTvHfSlhLeq+y1T6DOwm+LapOLnsnA+tpXEFMaMue9VYZSMTBXqaAZeydIB6EiZMVZbzBY0XLUMcqjeOkL3/GBl2LJ34tk0MHirdk9QPNuTIexOjgwmpp6Rij6qSL75c4V+50oQ2oEp8yMZGlbrmz0Z8pG06pTRGWH3WkX/H1vis4mSkY2RsJMXXGbz1x1LZzj8ed/zV9Tp3NCyUugGY8iz0/8bSLq1jlv3KVnNo1aKoUl3XcFlixTuHrGxCPER+9s+oyPggdnr/5WmfkQFXbZPxtTq4li62GieywDVQ2ksrhijm/6vj+HKksMLO3636uxXpEXqF9nlFlns+qIlGmfanolqImiep1M+kML6lTP+LFWtt6feU/vRU+lq+9exZhZCHHWlWm2ZoVJioTn2/Ylzw5Y3mVjy56fS7X+kcl7KxIvmW5di/rkuDhG9UX/bAbvMjDHcanexq1tWm3PiMGtNJtV9sqTCqq7pFe+5enBR5fZjZgCGVXSsZpZhph9GpqqlVOvmCmqsjUuTKUKRCYBa74mxz2jwuQ//JP+tVc9dasgJW24ctEaY1amHCYAGJx9lfeEGfqkavZFfTjfAJJyq2nNnKz57s9PMp5F2dFn2iFQlDBjZ8fRUQ/Ht9iEZZsRrCY7ow7Z8TNNsPJJHq5cWLE1X6KyS5KWspdKKyuCwjSsywugzc6/oiPRyEy1+YnfedQxOkBc5eKVwoIoLLeuoPL53+B3cRHzgJiw5qF3/ZZtFCkpHK1XaDjoO+koxL13ygZFSz46dZZFg9bobDQoU/xblABlZK1zhXzWSYYFOgfNS/67Nq7+gn8/1Tos9ZtWkF9n1N9kyXhoX+eG3moZbUpSfohoPLFYrfYaAHXIXSi75wLACh2YeIebfb9rnP+tL9No1ab4L3z7982f+tFSj5mHB97yTokk71yRW4dQFfQO9yhhSK43jnqo8hnFHyZnmtdrnFvNkyiy2o/G0ef8n1i0KCM9atTR+KjPLBjvWEoXbBKW7t8yvrCiNFK7UPdlRfl6X/+6qQDJKWpd8ofIwgYPrguvWBSxtk96ElPZ0pxO3/umZUcG27sz92B4JDPHY3J0jAqbgYs+FdEpUnbCHXVMFldKNRNpcfNeD3Y7SFlQV6Oxmm748eTbimgdYXLbH6AqVLUUPTM+421Gy86fQ8xocUqDSs5H7UPeoV0c9sssCe/pWJE69WpIknKNcByih6VqlMVAQlZrWkMmyY3qeTbUObTIbY3K0VSH4smAfOvDDtJX1MzLGxPq2iwlloLrNPr6byFXVPYG14wcK9UTLS5Yd14ss9haUWcpvvS6pQGpOUwqR/btr/m3kNM+6Q9RY5FtrPHwXuSk71Wo/w+U9IyEkcQqO9K6Yb9s0MWI45KcLu4fx2c+ZI3zzlzzPGs5g1ojihq3tr5r3HJ1eM3n5HdH168j2mV2kGsuXZ8rdMwmKAaz1E7twVKdq36EdKiFA6PnmQEquqPqeSo1C9RkVkTMzKzU1955E8Ob7J1AGkrMaL2dU5T0dEWBTEXNzPgsvuUdskVlPMcjZNvi0NPYf4EUGGaXkVbQecnXRsjpVVZZ3eyHrTVzvBTsGFBY4eCyzgg/PgUJAJjCl9S/lLks8ry8jmQ286MGfYgOLHA2+raXgq7IQebZ2LhNaejDfVREU9L8VSCIe/7hb33J1lhz04tBJJ/0WTQ5Fo1vf87WtQztGp2/LrNfdQa+itEI+1/yBnznGpswLjDgxH2zUakipwBA5W1mjcXDZ4agsftvLSuqDvNas9oLJjf9vW6c27DsTaSzntC9RZ7DMTg6eYmF9+qJ8Q0/3u6t3TJg9sV/6d938ZL/ecufI5X33oJ72Qc+VQxufTyISIyLtFLSUKUYxr3YVBgrFRNpSacpqx/7UTzJeBQ1BM65nwbw8wBiAL9QFMXPPfQvuQuebYdAfDQZ0I0qFl/wB55any9//0f5YhpcS8sn2oUbzUISenGMCTMCI6bXYnrYyQuUCR0NTJPdegCc938TXaa2T5rFzZu4/UU27mHB6xLVHNIf8unr/LvfsLqHiJSJ7DYNePEVWw1TYqieobE01IHlDS0dYPFHPl5KtLHPgqNjgIiHeKVWFnLSMKtK6u4Gu9eOXKnPvcINm30NTEJPkfT1DSTq8sv0sowTNTfDlbdLRQU6Ggmvof5x3zSmyCcmWSg6kpQUpOB09KpP2S98+zdx/IVS+xk4uZCzF143yUjVTEh9wQz5JDVjVelg8UM1lwBYC3g5PlakpgNePNFsgpzNi5QqTl/ia2UoxKk1+RmS3lI99vddWZfRylmLOovvPq+PnV30m/fkt75QzhUeOurWbBKgh1ORdB1Q5IqnUmJaO2OGWrJIJR2m8DV/FXHNh6OyW7akFdXXg/cojyKTaZQhr/t4dNmvke52p+wV8mM/NjOuiJQApBUULE4ckI6k+xVxrqsvR7Fx3iLa/Q//CACg/h1vUIJUtcnZl8xgz+koSs1HFJ1oMkL8jncelWqP5HR83BsVEypBFUkFfXYzrZACY1nHEZWg6guIuSYOr/hnfHDVjz2t+Xu6uNtBVfOLTojkbHX/ZFzkvT7ia944khykICpGXKuaESbHf1pHHPDGcSH1rzH5vnTmkw1SVzju3uVrZhTWaGzKeYubvJ/9XinD2SgNRX8v6Iw4Z3NQNBLbm1WXsX/ValsEUXTUmyFKaDxVmqhU6RA3eZ1cX6IOJc26NY+KxXXmdZsj1WzZ75StGjObY878e+wD8YkfsIxYrHow7n3q3ryw957VDzlKgCqzEjFqn8ex9ccZUCIyZ3+K+lk6cVMRS1E5FNzRz0jSukvrGH3TR/QHDGyk7/t70niZGZ8XXkb7Xb8mRMkZ1Njp+9CPodq5bfdQDqLEGtY/fglAGc32A1GDTO6HpBw6Bgeizj5yGozHb1/GNGS0Z8Ox7S+VRQodyCCVatdxGa03Q5vjc2f8WTOW9Gb6OSQ19jbhWs3oaOuMxuIKQKdN6kzgmBsH3lB2/PzR/qHV/kkq2FSMJFAyGQPv+ch7LulOSZ8qk1ep2PyvveYzuIPf9M9DRrv1XajXrX+PKeVpfYli2e+h/zaVftgjAswMVtaYRRmO7Dw32hMpwDHP82I8BhTAa6vpnAqjGWyTLO/SGsbMpKjDecagihW4D3um8Cb1NgCYXdVPGJzDvHjHb/8jXQzgfwHw7wG4BuDzzrl/WhTFtx7qF90Fz7RDYFq5NCiry4uoXiQzjVGavDPb9AqdAzhxKZVWFo1B/NNzLyHOvBEgSg/IzbcIzztTz5CybgN23FWURSnypFpBc5M8Tkm0KYL1TU8fcGliqcney97QqHc9XUMH1/Anfj9aX6d6BqPZSu9XL7CbMDdD1++id8lHztVmXFrVkr7b2vg4zl32EW+lPJUlkQEIADVyWa2Qdp+Htwy1qopxb9qmFRlFiwefDNHVDWtjbw1larMNh8btNTPU9hc9TWBl4ik60ZiGFalEaLZQZbSyurDFn/47l14r+0EoWmcH1iWfYne7NLiODpDyHlpRII3WZEr6UwaBOVKMUEtWU1ST6s5VHC/7sbfpjBSkcojS4eLYNuW6u+z/Jr4qDZFKv1tmf5Qp+P/Ze68Y27L0POxfO+8T61Sum2/n6e7JgRxmSaAl0yAEQRAtGDQs2LD9YBsWLBgUDL9b1oNhAYYNDGCDNmCDkkhZsq1kcsQh2TPNmWEPezrdDjeHSrfiqRN39MP6vn+dc6oncDBtdTdmv9Stuifsvfbaa/3hC6imqsoEq7Md50KrGNzFzkWcaABTwifhYNmOxeqh3cDC/fsa1DAATVfsT/I0iB9OPvcFhZIV8LQICD9QvfFKE0RW6RlAdlBxTZY77pxZkcdGpYl/kSuGNaSPAX0NWOknEfnhHamu2utKH96YHwt8Z/Dotgg4IKr6AndpQnTq1pIYqNHEgHfQiE2DE3Z1vFATAcWV+y7hFBGZtNbs+IpIa3MJ42M/h1XG9rUL4pPUz+9isgbiq9y1vKeg15MKbuc+N2sUOOZIs7gG7XYg2CkRmI66F5VITp4COVLVPRtkZOgWeVGgOvEMjEpCKlFUKT7zcxJtW1gGjbvIS+H8kHyqVdzjqxaK17trYXZMGkzSUKiXkh/RzaEhE2FHtRcoVrlAxZXBa7KKNeLCphp1ZSAXcy7Sz0F27qs4AxPjBL4xlLtUqOatGxKyi8mAHe9dAjTs7OLz0sYaYHD/uDdQWa26e1sVa1S1iHQucgBARvdOD1TZhQTVChwFF5BnEl+C+hUJqgsJWn/zE8rhoIwz56/CUcZDxycLCONB0Q3jyG512G7ouqichgUls7rddSTz56F/z44xuzEDp1VP8raSi1HUogt09PBdRQqw2l5t2+crhNpZkSZSTtF9o0wuVKL6L/6SiIg0+tsSsMBFLhNUpwwVwiBAEXTb0kWBcLoPyCE4KuzuzKIMGFdwr9YE1HgqD83vZMd/9MBW5v0Z009n7kmTO6z3fJ7KUpKrEP7APSb8dQqJ1yrPXcEMa4F3G1BB7tWNplQo8hCiqE7dC+aO/qAv/oIJqYbR/Hva1D0s2b0p7vgl+TAfH0CH4EsicrOu69siIsaY3xKRvywiP0kIfhwHW8c0mhnefSB9OGhyI2Bgq66/zdQ5NgIH612Gc+PDu/b3t15xUBU8sNTtTrbtRlwbT0yEB5TycjtwlmxRrgz27cZTXwTCgHSBY1stSV079A0QphjEoSLfeuePleDFqp1WeZlMrNlraezfEh/qEFR1WAGm+gyB6vLZAyXAhat2Y6G6UPBZi7X0JkOZbFgiUAUy7OMe8OjQviZ5MMqHctKwm1CaQ9MfyiV87cr+DfGw0Prs2rBKhoXXy6dqikQbef6+ePiXXpQ2Pqc3QNBJGBYdUcdDa3EvM+ZG1EUG9raz85YYYtYRbBKKxi5MuLwkHsedMoKozI3bMAqiSVgQKCFa8Zys5BBSECUa7PLaSYwbt+xrW/s3dVMdr9r7FkO6japDNFeLVu8pHpeVcnZmWGX1pyOZdtbnPmdzaKtSDLgkTkWwOXNJpF9AF0pOySWYTvWP5fgFqxql8rYgRi8nkOccDTRgqb5joQ3TB7ZaGT9jxz/KM93YaJYXQp5W1ZDQeRBx3TidM1SRYtIUJnLWtZtjowOpXhjD8fDHjoRHXDmVizIvYwAAIABJREFUO8plZ/QU8fs5lgzyOTaohkbZvmQY21OMQQDsLPkMzcN7Kt/YfQYJ41Oo2FIF5tIVrWBq9Q0VW8JjRl/4Zft5O+8qKVzVq5AgqD9K3NQgnxrmPAwSjSxsSAiCtYmQ6JBnc812ukKF+BknLwxHZWrnMyiLdu+IoKpL48b6eTw7rMCGkWL0e/2vzp2XJoWNtgQnM6RymQk2KVc8QpU3z7Taec6QEgZSVZ4rVIvd1vKODSBr+I/4caRJmrdQTWWw41+2906CUNXuiN+uIQrB7mN7/G3HLcLaFybzBYrg4iXxUfX2se5oRZnHu7aQU6ep2zeQMHqADSqG3Q+0cqzFkG0bHBaAEqVf/fu6n4TefBVbA3tjXOLLZ4vrLDqnEQQyws0Nhd2QV6dO2iQHt9ckoDLYIZI/dAPKExSjlnsOokXuBsaG4x9i3kicaEHKzHpgiEv4JkenCpuKoJRFeFEKQm5w+tgpl62jkEQ+CkUN8Dz4a+tSoaiTkviNz2OhzsSx66ywc8pOKsdWSn3+mBhnB/YeK9cQ86+uKrePsEjA54iGZ545l2DovOXzkCaSbEFNi+NG12a6g/u+GEC+yJfi/qEeA+CeVH7oCiLoYJPHsjSwz2V8sqPPyKKy3Yf6+LNzCFaNMX8y8/tX6rr+yszvF0XkwczvD0Xkp37Es/uRjo91QkClDb92uDu1OkdCoBV5VnmrSp13GbgLCKJquX39ORFWdbH5Jw+oRW+PusjdokwMPR4e4kPVpffSZalu35p7f75vNw224fP7j7Stp1Jj+L9i23YrqrxQmA0rdDz8CzZYad6zeN9i5YKE8ABgABoC38y/F62edY4Ua+8u4iTqBrBgD9JYkss2ePMA41n/5r+y/wft8QrtRS9NJaX6Dsagh4VpVnufcCyOXwB8M0lY3vBUNqmWASOUJWitZ1dBfoazbGP/luqHk4hmKlzvczaJyLtrblPTn/a7JyG+e/NZad+2Cg9c7BkUcEzywyMJWb1bRzWR1a5HNsmfrF2z7xn1JSJZi4ERqtE14C1mxsbdw/gwQG1TzWF5Q+cR4TGO/IgNipuuMapUUmDTTjGHKIEqfiApN7gF59hggx2gA+2IFe/Z6lG5oOdOrH7cWVKVCx+a8mwVa3W8taSJT/SUTSbZgTj+A5v8Ru2GPqPVO3bcPCQ1HhL3ejyWEtXD8s5de840SKNKF6s6h0fS+dIv2P97zXI4fAS2Ol/hIyAizv0T1fuQ2v7dniaI6sfBQA14fG52ZXNJojOom1Fvm+7P4H+YshADvXneo7N7qAZi819KU/HID1noMGxfsjCUC2/+C8ELnJ4+nwO281GZD++/o89fRDIqAlJu8KaulWROQmGDcCdwTdSQ6t6urq+tJyfuPMTxb7w80+4ZJZuTx3ft78TGTw9dcERHePqFIMgomkuKO9aOMAnlvBasu9n6NZW6JTeFvjTEtwetpq6zetDMj9XYKHKEwgWvG+10AcpVZ5mSPdWbBnKOJAPLaKDnzIo+u3ssANSHBzq3CSMUH50s4LXN6qaODRMfQiiZHOXXYQR5vC0Hly0/afXG1+z7cD/8C5f12uhhop0VwhNDR9BVpZmEanOAJaFQQo17EZEI89SHiRyLFYRAJtvvOiNDXC+5ZOw2HbzypptflwCtBYegJlRoVvVvMp/o61zC/Zw1PWShhAFzSIXBMNIx9NGaMdh78i1bfCD8r753U4aAO7FjGsA3gdya6gW3tmjCjjXYzHQKBlct/6d1wxqwMcny4RXgzVTkWZRMb72KC0WngAmf7+t16d4KwQ4ask23d12yhwSqfNrOGfKUZNCXGh0BqmCFW5gzp/AzYQetyLV4xDWgTaPMVcQCw1ORCMUwunh/yA9jjF77n+E4qOv6Cx/E+fy4jo91QqAmNg9t8NS8uK4JADGINAwp2eKtjbYU+bCxVUl95eq735aajoMw6qoBMWGA6i2vOqUf6lezzc2NABl8ubejG+XpuzYYacKllN+ZfumnRNDi1IoC263EAjdSaSA4KqGCxElb37srIiLBFcgd7t51gQIXTCyiw2t2ETJVKRGrBFikaHE+gXJE3G1KhO8q37FJUfi0xaxzHFWLPC+UmKQVdFZtuFn6vmotU1WirmzSHD7b1vMt1u11RKiIMqgIT+1C1b8ExYWTI8m3bSVi/1WbdHEO9NAe7nzmkwq9CBH40TRsowlbeVZHRKREC5tjcvjq2/p/q+jw1NDKd4ECAg+QsMp+30nK8rNZcd2w514lTd1slQiH62TQ7z+648xgmFCk88EcP6MYj510H/XSd+z9jMhfKEsNftW8hjADzvUsk+qube1OIN9LUjF/csP2okhCktqIn+Wc5EYRhg5Hju9ih4CqRTuv3pely3Yz7T4B/gjmPed/0GposMTKLZ+f/AC4fgQO1TST8G2rmMWOUa0SvQh67twUnxwLbKRKhEPwVW/fd50LJPFsl0fo3NXwAQjY0Zg9kLQFSAKkLPWZGDy0fzvbWVDHemogHooUIeCCrPxuvGWvSWDUlG1c1WfCULEJpNl6Cgxzs6HjX8H3YpGH4tWlFFBpoXSuGq6BtElY4vE792X4GCpk0DdPL9hxzE8A5TIPdS0qb9rzCEjeZZLqGWd6Bay5APZUoxvkPbirktGqXoJzV/1/KALFD97WOUhc+8rnbVHg9C1AFarKVcER0Jom5jKCnKp/omT1/Ka9D0y01TkWpE3v6RdEIMesHATCI5nw15WSM7VCuuBhY1ZW9ZkdAy7Cud2gs/lnQCTOxupwq3AezN+Ya31VyupbtnDDtTh7165jHrqI/nOf0kTAFRXACUHxqEyamsxSfrOGXOXgERLbiavMR5+2SYgH9Rxv3z7nJGlLnGhySshoAbI6k7BsmMnoELwmGpSRCE6+Hq7XixMHxcE4sZvAudi4elEDZO7DBn4xrP5X7WXxwFMzOGeOm2LhkXCXo7EqLY327Twd7oN/hvsb3L6h6wQLSyyEcf0JNjZcIkDpdCZZ2H+D1N7PaHXZcaAwBtklWxyL6B9w2ndcC/IWkGCPXrICGwc3HqjL+NZPo+v+LUg1I7aohkMtAHFOhpR0x7UE2JPqzUtS79ukSvl07B5yjgah8pzYtRH5kHMIRH6UDsEPOh6JyOWZ3y/hb/+/HR/bhMBIrdhSLvDF6FjSNVTW4mju9ckLDnJSPrJBq3cdFcM7kCCDIYzXP5ECFdCAOFwscBr8H+1r25GtSiV4seqGBcUb9GXwBuBEeOB5xJ+2WvXZykWRFRsocnH2H9u5El5Amz9O9Ny1FZjMb+zqumm8c+QjwjZoeS7GqGxdgCrXBNUeVleMZ5zEII1MoK/sq8QmKv6TkS64NRWbmFiREFXkEl27Zv+t3QOMGxScRp/6RZUSPNuyi14AOANblat3v+0umU7AITaUgVOuERFpT6e6OBMHqyoJCMBZ8RMRySinByIiScV+FChu1id0iAsvN3+MiTeZOM4FqymUewM0zfiB1DCM2n3xL8n3Oja2bRDoESOO+zdaeWJuTMKXv66KH4SoRQjKqiVUaz1fpWYpsycg1BrinFst8bdQjcI5jF6xHZB8jA0CZLfwyadUIcbDfFXOAzgh9cGuw5gDDx1fsetihKBi5UkjDZxz83P2mdDKExWi9nckYACEZ69G9d4lH5DLu7DplMGu2zl0CKMsQtzaj2+J0DCJGHua+IHMHkSJ0JY3RoeM6k6ywOEYXnpe+qkdi+5wPgCkidzao1edMRGObAhY0dSO2+jhrrSeg7wfrxdzifr/xalVDYkO9/U1NGXUgGPNBtnTu3fFU98AG7h7hB3g/Jbuve2wyHhmI6hGCTb60au2Mrn09GVN5okn99EtDLgWNDsiILjq2vKELUQke+iWEhMtrpjC53H3p/6aiIi0x4+leXDX/h/uA83oDldtUNfo2EAtHexL8HgeMvrw96w0cpjaa+r91OekJOdCXa8xy5FYeI2mKqXQcEqNp5jYstBR5loYIqnbBHTRxVrTW1FuVbWLbis7lS10QnZ31DuHe1e4YsedHAe6JMt4qMpgVPbis0Z+0ah7Qdpv2ECPVXWS4LUrITNSugsQK7pW50lHppBL7j2w9//gvt0Lh48RcK/AVG51SQRQntELVkGm8bbtzrFqL8aTCmsBE+MY/IzhbVtgSrqpBODXJBswd6M89NLCHtY/dV2cNXCYsLb7HTs2Z2+9q+ti67pd18i36T9lERthPhSBGEgq782NBTvXypXb2JDxn6ITj2TI85EIgE8h155R+VIKWoSAxiq0b9fFglx30g1AKxcKm14j1XWQgSrNLPW5jRNnhon5W4HEzkQ2akZaeNA5zUR2BfyW1aviAx5cwruooi8OO3cqoVpJ+CTiC96HBfOx2vO1QxZR2OQjcHwAHIJvi8jTxpjrYhOBvy4i/86P+0u+3/GxTQhEXIeARK+w05LjN+1mwyCON9W/aavQSa/t/oZNUonIlADbf6wLWInKXACcnWpBr10Qb/f+3PnUy1AwUHlIsO6Pj7W1yIBqREzr11/Sc2fQWrDdTRwrW5/NpktaUJUlIcuwYko4StJwmxar2FigGEA2TrdVUaE8BNQBHZUJKmzZYOKgLax8ISFQAx5UP+uyFHMFSQPMnAYwQeseIggocilfg/kKKviEfYQv2oBhErUlPQWZCRtneAhZVEhjnl20AUgyPBBz1y56S0/Z+9gCTIAmYqbTlYK4UECRFDpEh+YLV0RwHSRRh6gC9W+h6yEu2KpQTdegn87CE+CZPeN09fGe8TXbmh00QMozgeLuv9+xd+Gz3/f/t977mv3crJAC2FOS3OTWzfmfxtPqOpNJzjtVw2h3Hbdk3c6n5U/Od9FUMnA8EukAQ7phq6asOpIDYFod8bHZKA8AY9J9DknNeKzznNhzKlyww2U6XalW7L2hx8Zxx34nOSv07sj9WAN/4vhj+BEwmJgsbYkHzD/hMuMYUr8wf5OeyMaurZgzkKfUI1VMDlbgTTJznDa3zv1NROR08zlZumfheOwScj1KqDn+7NNOQpHwGCRo3icRwFANqbclYR+BLAJmdnrYnYg+/yUpWva55lbtE5LHpKa7LBm7cnjWGNDTQ4I8rOykr4owXCf8W3Z9jQDNMb7vnHcBBYu4Zs0EygXmDFXEmFz1zuwzd9Zcl7Bjn5d4/679vJE9v3UEyCToardNZmVy0Y3M7LmcfPtV8V+zyZQXweTufTZ+BuUMzHjEWzZoZGFA9vbU+EuhniS2X0ZS1z90Jnvs/lI8gMo93SVdL9j91eLKAlE3X7mksE9N7Fg1xnOR9nddYo6DiQ87eGXcdAECyeEoapGoXXmBtPp2vEfgkhHGE7UQ8ML0yksSFdhoPLBjzOCXfIZqaU38Pfj17M6r6LFD0Fjv6X453rH7ElWtyPugj4/IDM+D+H3COsEDjFd66nys6zfgdC0YZ4rnqUKT7pvefMdTWPB7eM99B+454U56Ttv33DPM8d6xewM7ssHaut6jDCgHJuwRVa1w1FWlBUZyx9RUbgY6VKLoRyl1g8SAz27USsX49twJf/PJl+TzOh2olxI9Bs5SqBqqz8qR/j5sIpEInBCJiEhnbNcNP5+oSWV7sCDy8mE9PgCVobquC2PMfyoi/1JEfBH5X+q6fvPH+iU/4PhYJwS1KgnZTen0nbuaCDSg6lMvLOgiM7wCPDT5LgIXyk2ur2lFu4L0J1t6NciM/njgWkpsX8K63ktg5gFYSbC8IkEyL0/GTkbji5a8K5OxakuHqLQSu8jDf/CeVv0ZpJfoZJRou4aQGQuurUi+CjLggf08Ope2SdIbnqlqAxMLLpzNC1BVGk8lR5tP8cHgGwSd+VayCQOpbgP/jTHuLpDy6rIUH+8rF/0IMF7L/htaZaBmvi5WOPcm/248qQgBwCLqNihsGsOBBMC0KhGLmyxlQsdDHQuqJhSnCHbITfA88RHceIRybAI6AEMeBtems6TVa21Xs6OFRTYoM+Uw8GCw6teoCHuR/k1NtADtoOMx1X2SjRWdXwzC4ovoLhEysryhcBGOLQOqs8a6fjdNZnwEgwPIg5KQma5inj31rAvEIB3pE0pHWMTSisNQs8pVzScW+cwGyH9zE+NrvChSaJzBXFzxZypo4jg5XrOpCzorkfWMk7n9EEeOZT+xwSBKMeRGkz5innk+1K/foq77dOI6FfwKEvaYVM9KR0bEOGOjxzNT9vvik4QHsyCqm9XBfOczOt5Rg7QCClcpoIfT+zbwMg8eKHbaQ8DGjhHJ9l6RuUQAR7WMLhgCLaoshUtdJX3GT9iEjoZkxPl7k6GrhNLwCYEMn+3CC9RFukVYRo3qJwjgST5Qo8bJhv0uBheLh9/oaFBHqEljGRKjkavAhstQQoMUq1CJjonB8roWT1QdDfOkwPzLT1F48X1dZwiFNCgmmbdtIpmPxmo6RjgLPy8A96UuSxk/BNxwPG+uVoH0bB64+zOlORXmkwplBMCXh4FMR/MV5P43bCFmtljGgPZ7mjAZIxlewzFUTwckXUkPzrQXN0VIrKbyD58Hnm//VCFg6nyN+cWguipr7XCy+09HbK63XMOC/qEjmbODCv4P199wbUViwsFwft5DW6AqwEnzJ0N1Fp5s2n2TBmeTlg2GmzAyNXEiyYX1uXNmAqNmlqcnym2UC9fs+6DspQpkj3dd5wTHwUuWk8oxZvJlPxTdCHYYObZcW8pyBqaDe0XvAty79tVNCSEtPgU8uN5zxqL2mmr9N4s0SxRlITcTe/Yszr7DdZr7Ma6hriuJ2KFnZ/6jcHwAPgR1Xf8zEflnP/YP/iGPj3VCQIlHunb6cajZLysJDJC1KtrpuocELogaHEIr15weKkHMJMncaxj0n13/nBQX7cPR3bPYTLNAfvM60Kzf25Hu08D8HmPBxMMy/o5dpINWU6r34H6Lh46uxDkq4JPJVKK1lbnz4kbPG61Y7clYwt279t+AQ3BD5gLqh5ESEfk5rFCw/V2cnmmQGUMrWTBOhPiYmUyaVRldpCYucBcRqTevqOZ4iA1Utf1ZGR6ciSFUa2Zxsl+AKjbNx+paStwbViuVDIx7njy74jD6rP4sqH7IeOjOmdUVfFfvZyyRc3TjbRk/sIGxt28TsRCKHdWM0oOIiJdlCmXyGvZn408tpjdlRcz33YbJwJbjxyPLdHFXCUrCK2gAho6UpKl6JxDmNX3WyjnGN6H4s3vfkRNxpPcsjyJlt8Mz7rPxGt2sGbSSCBglTrebRD90AwwSvKrZ0W4a5xWroHwOol5XgwYmpQEVQXB4SWLVuESkJPGbY7lYzWkvaRWQpD7Kh6qEZxQ7JS+eO0lzDJCC0JlnkZeBZFChJ8CQS6OlsEHlU/DcwT2arl2VeMcGFiOYZtHciE7F8WpPfKqF8Bm7D11xBOJTjFu4uizBDmAy3MBQzGDns+w7Yzjit7lWhXfemvu7iDiuCwN6PKcFIEl+s6mk3QzFgRzGR1RxqcLQVbYxbmrCyM6Z50mT3cvCQUpEXCDS9DxxuHs7mlEwv62ps29ZuuoroBtqloX3FqOxzi+5j8ILgjnyIYz3jn42+SdUfUmWsZ9QsnoGmspCB9fgGoGp3+k4Q7idWZERcY7dj/f1WeBnU045XEdQSHnsPHf8Mh5mJoHFUd69KyLO76V1EepiUJnxLlx2z4i6UKN6DLLxLPyD2HoW0FgcybGnVdNMceQGAXiJLhrNFKV/rEW2/BDcAVwv+X5nd7d1vBvooilk7hVrLEYvicrztCPDghUP9bvZP5T4Ilxz2dnhXGTHeHiqqloNBuzYJ1vcRxWWGMgIng6Ep7IAmT5xzX5enKg4Rfn6d3CdEB/A2hn0ejpeIfbzFvaMgJ0QqhK22m7v4l4DTpnMEKxpBsn7uWiyWVe1wpb1XPl+JjNHh2pk6C0R5kQNXPzkftBdEW8b44N1Z4yEijDf2hgJTsAdyOcLJh/m49ye8jE4PtYJgQdZTcqOJgdHasLCQx1NZ8xxDGRGha11bpLY2NX5T1yrXmXwEFS3t2+o2QyDivFVa6wVDbHRw5im431H8jchGYeHmYFb/AlrtFSsXJCYC8/CQQ6Bf9bXzZmLE39ntb4C0c7LxpIDtkP31HNuuI2Own+8DoI6kmUZoMaRBJu2knb8nFVtiXO7YJ4++fP2eksYtvipNKc28JmEgE/BL4CQjs7jm4q51UorKpHVhuPb5DivUcsmKKOoO/dd3WM7Vv7wRAwIpVotw3NMdaDq8MAF2gsV6hrVQbO8qt0DJiZMkkhaNr4vjectVEmJ3+hSDbaAZz50RCqPJkasXLFKxs08TtW/4Kxj59nSARSvCE1Lmo74xyoqNcLxOTTCi8rXdLH3YsBk7tuAr161r6mDWF15FVKARGOwYRO+1vbbGliw1d+6Yr+bCS3hVOVb39VnTC5BCpQtbUJsjvc1wfDxXT7GmG3rcjjSJCa8aucwtfI5FtnaFYW7EXZFWJBfAYqHeeJXueQ+gmA0SbQzU9mxaZ9tq6a9ut+CSKsqN3FLVT0WpSx9FAfIzRkvX1IOAQ9yCYIULfiq0E2V2visvMYrSMpXVx2/BoEkA3rlUHBuNVsqV6wTn2NKNZjJVBMw2aGb7nxl2YsifR61sofALVhBtxAJwWTvsQarASCMAbDrk55NQsLpmYTEp9MZnZVNBiB1pVwNp5yF6voM/IdOsa19W9XlfB817Hl1sBaYqpAaCjE+gtaog4ALsMR4fVU8QtG4J2gy6LDtGgyQn0HfFxYbOOc7Xb2f5GMRBkhjPAlCKeAhEJBwz/uINcff2JAI40tCp3K3GIzhGRo98YyOjVkgJ1MdyNSVpAi+jD/fATdP2Kp4XRX6+goytxx/VS+qSi3qZE9ZSKc8+uciIjIA5l8FBuLIzVt6uBxDnQ+dKen0ZPiJn7WX8/u/bc+ZcB4kh82L65p8R1v2vEgijrY258ZCxAXBPHjuNOELWg1HIEdQrrLfY9eZJHyNSQI/p0Cnnp1QbzJUlb+UTt0sTHBOJQ2pLlqIVYjuNCXBEzh1156vXY3yrp3bOZTH2CVNKR18fCIRuYRMqOkIzE5EVbuCIBIyVutTcH1MGGp3r8JP71kbtxAmOk6XpdkHvInGjfSuodwo9qRp2JIUZmOEVin/AJ3sPEylWLfn1XjkBDo+1IeRD6RD8K/7+FgnBDQAI4Yu/Av/pqSAx6gEHI+ZRVVJsHhf/5pVRhjGdpNbOb0j0TE2Tla4UV2cYsNLdm86wh/+j4kA5VBbj4HbzibnDMmUtzBi1W2oxDDVVudixVbhypp4rGiyKsvKO8nOxNWuXFIJPjrcUGKOUKvwdF//RplQqkFMtl31P8Q61LtlNeSZ5TeoiMMFaeRgN/EKAoUpqi3cYOvaqduAn6E4fBwnG89J98hWRLkwjQBRyfx07hrMyZEzCRNeLgIbtmOf+ZIIJdWodoEq8fSFnxYRKytbQSaNdYEKQQDhAXVRarLoceNDlaZ1z8IDtILiB1JDcUkDBATXnG/t3RtWElJElmObSNB8SBWEpmMNiKmLTWnTUWqrN91DO8+8tCERuMM+VWg27SbEJKKMmjLctEloYwx9fizg9FCokqZuikpM58ENCvCZ9OplpzJFuBPa1mrA02yLAMbl8LlQtQJMYnp8JikC5OQ6TONYTcKzHD7ekwgQnBSJhZpegShJHH0tRnJ85/LpXXteqFjpxn527AJRYvUpyeqR9/E5SbHJ+rzn3JAJK8HnpcePJID0KlVatMLK59QPdO5xnrLKmI/sM9dtpBJwY/fwneQTseXOKmEQaEJXLUiJ+umOO2+q+QCCxGoou03TC09LBGlIdjP0wH2MkKh5e3va1VPJTgQO8QAGSEHstNDZnaPyGFWygkjXcDUfA3Y9gcSjVJVzii2peGLPj4hlwkeKsKcOu1Xoqqaz51lNM+WoeKhoMmGZPm2flfhkR8eFY+pr8gxsPXkVIq6zGM90WURkAmNIPxsqbJPzP7+IKmqAYoHvi4GJVMDuA4ULzuYhqI33k27knGSnx3g651Rqk1j2t1/Tt1GiVjlB/vzPWbJxiO8dIVjVxBFjmx0eqwKdLDg9E0okaUPaN6zUcEHYFKrgrN4Xg6HrVBDnfvna/OdyPkeJPqse13g+013XPc8WYMGyPJ9ESBgrJ5HFAXZHmRhUdIPevqcKctrJpsQuvQbSplX6E1EFrcZ9KNrNVPTJ2wkxn1pPgwsCGI8qQq1vauGRz88JZLV79yzKoI4bksNL5qxtN+0e1K0ywIOK4Vg750Qb1FA0iy7QT+WW5HAbDiDL6mNfCznP8DykZ30Hi2RiTM4Xxjoxnrvmj2GQ/VE6PtYJAasbHgJp/+YbGpSoFjGlsCj9eHaqixTx4+1dW8XoMADJM13cKyiwqJ64uhY2nZEVqz4IvEnIIXGv6q1L0LKLfbVQUdAqbV1pkO9NUVmiKy6C2LosXeufAQODLkgDcqGMDx9KgXOvPQRJlEQDIXFO9pLVa7w/pARZXqjkocdz5Tlwo59VfiEUgaQ3fj5x+a2eOqkSLlPPqB6JiPS2X3cmXHAjVaUdKisMHAmRwWn7ml0Ez+6yuoEgav+h5FfsRhW8B4IoNsLoT//AvjYMxdApGR0Bkp5J0PXjyCk2TeeDdCE+nW39KBGBgpBZSEI6r0MOMIx13HkfNeEjVKG37giX2CSpcc+fDIar4VClOjm2Eec0NpEgjM6rvOAaaFrlT4a6KTKAIcxCHTlRFTTtjjr/kkgeIuE2rAoOz6TaBXZ3BYRqnCfx0lXh4B4Cn4Aam4fyT4rckQKhClXBEEshJtjodz7zq7K+bzdgar4rjwG6+lLkbi4zWG0yQbbn1Xn7624Tw/XkHCck7Nrx8TyJj51Jlr1ABN7cLNOWdhuH2wiwDuz9TXtOmpWkdQ0KmXxDVYZdrLooNThX/gR9G8QdhgE83bJJ4MYLqsVJAAAgAElEQVScj299172YcCUqOGGus0NQ57k+cx66CITw+ahI+qubTsqVY8EEYdY0iRX4C7aaymRGPSx8kYIER/q7nMyvLYTMBcNTXaczdIqHO+BWQRVreWvddXuhiMO1OJza+VLHkRh0hs19uC1zjDEHWGGus0wMOg6aPBzZMUn2rcKRBOGMozbWndsIDjEvqpMjXQvUJ+e2DdR8qOGZWdgj1/8FCWJWoZt3v+tgiHwtoHweAraqtSR5G8IQSAZVMpj8vDBW3kq4Ddz92BYxlFAOgnnzwqrUeC6Vg0foLQPC6dQZ8C1TehtSyVhj8uHEuZbjKFBB1zkOMQjj+Vp4kAVTNYUnDkYuOULyoXAbFg6rUjyOLw/ua1gjKEsqvq9O1afvWjgvk/vun/8l+5rTY6dCiL25xvjXVP4JQ4kwp+nxsVjcUinVkyPlrakoAvlnFMiYjsTHfVs+tvehvG6LP+XrNsYZ7h0rv6b5jH3mdE2ljLgfSMh5ybFlBwRxlHab2h2nMgey+DmozQyMjUW2D/9hvjev5iN8fKwTAlbiiWUf373nvASo779lN7cAi3a9tCxmhI2cBCi2HPvAPA8HbuFnZYPtTFbtpxNXrUC1rYJsaHoI9SEmEW+/qf4DfOCbwPYl6BR4+49cGxSbhzpe4lyKO7dlfBdVJOA3yZHgdRNzKEEowSGCE1TQIi5oGuxlLrBWsyBUoaHqUE6d1Xm4CYztgs48MZwy6DucMHkLGD/KqgXtvhQg1rFVzLYm+RlijDTYxeFigrEpqKLAc7h/WyYHdpHJzuz10p06vn4N59DXRKDGuJdsaYPYVlx9ToI7dtHk9RYIVrmJZ2cj8XbsOVJtRPkUqAIV0HkP77/jEgEGlEwalBPQUhdoDdJZhcbh790/h3OvoRYyARk4QRBaZtmMChBei7k96dkgNn14QzdHBjAMNhkEiO87eFlAXDUCGUDdqAxVj4baJqdxj24QNChbvygekt16obpJgmM+nMhoz74/wpxWWAar942m4lQJ7WGF2TuEZC2qsluv/GOZVd8QETHs9s06mvI19A7hWDOIbTQVCmIYOEI9iTAQXmfW6IkfkTiLLgDhB/Qoqcpz95iJK5V7pocnkmzg/jGgWiRIK2SoqfNLjRVZDGEgWJXnAg3liKDDIt0VB0NicYGJ2BM2qPDeodTiVA2UGLB4kIkUkp93HrrzIqEd84KGT/WM8zT5TiEDR94Hz9MuI2VHleNzwg4X1t841e4GDclGhxAaOINM6u376pmghl8L5My6LM8lCxxvBqbqqVCWUu3htQ/Q5WPHbIYr5C2o0LDIM2uwRThe9V0UPwhvIY+EY1JXLkHEc8W5GcEIrOqti1chaWZXk5weOG57w77ElF5Fp5jrVwAoS3DwyK3BLOoA3z/FmDZAik+vXZUKAS6fNbNQUa4mExEsgxmEMPT64Rswenwi/inOK7Nzmfu4co/weX6r7fZfuhmTOI+uQHbSV0Up7pcq18p7fjbWvUGFIRa6JTon40Q7KhRZYJfP/OEf2fNdX3F7sSraZXO/F4dHGqAx4aSiHUm7lGJOL24qDIhr6MZL/4f9naIeUaRJDQUUahhLNi7ZwsLp/QMpju2cObthq/8xnKYDrLdVPVaz0PITloMW3ERXiesIIL11d8UlSpQW5xqvMsaxi5Xq2TLFh/z4KLkq/5DHxzohCMfQ5IbSTl3V8uhbtqLTfwQVCEr6Ldk2ZXuzLc11LHpU/iE7nhtgVYnIXfsdbQTeVIlgEOz7Dn/bxGJ81+K1M5CAVS0ljlxVENrNk1P7wKYIgspppsGRXh8y+RhyhPlg7FRe1uxrqZiRHdnPCRmQDwYuIOB1sSLPyl1VKUGSgcYUAe9gGxrOu30pvnMX48PAYz4AURnX0NNKyeJBM5QgDvQ13FCow87DD71zn70oDahJShpJkNgFfDa4FBGZws3WCwMN6skr4HUrFOOdV6VaIFPyHPp3EWwejUTe2cFYzGMhPVXi8PU6F496kSAt33ssnfqHq1TMekPMHhnb60WphjblG3YOBi9/d+7zRs1E4u68shHnVDWTTCuRHK8l54XHeN/Oj0bgi8dEB9Vnb5GcnaTnWsaUyeU9O7pzKJMTe9/uvWSDLgoEcN75oSfGn792HfeQ4/cP9f/qBSUWknZn75HqfH+PefvDaFFr4Bb4TpFKienz91U8zylB0d20izlJ/flOyyVDlGtl4MdOUkoIXuXgQxgbD8o1JDV6aar67dNNi8ePH0INDN2TbPO6wsomT1lIWwr9fwbZGbo6B6/dlKM7ULyaIDALOUc5tr5eu/6fjrVbC77X/Nfnu5nqmPLQ8QP8kl0J+/3OnXb2J9eagxsPxb+1o98v4vYBxcIH/jkd+KUvWz7YFPK96jB/eHTutQZ7hXneygXXb/2plEdIXrYghYz9oJyRyuT1sBgzQHeDUtWzY+OH8/OWYzqnGmTmx5LXWVevnhtLlUzFe3L+HvjnRBrClj3PBv5O4na1kOiKiBh2mwh7bbSkJkGecDOV7rS/t7aWZe91W/g6vAUX9NCuCRFM5KIm7lkSnlNKet91EmtcOYUTOQoayVULjSmOjtW81KeMOcncdKdG4uetbcjxa/b54X4+OhrN/Uy6+/pcJ8vocOE86d2Rn/YVjkoiee9TFi6ZYX2NL4HTVNdSQsCCHRbGFCUSoSovxEdxjn4vPJjA+qEnhzftvDq6TUM4rK8Rn0FvZj19/+dT58TMns91lXOT+3LYTPU1lCUWcZC/D+VhRD4AY7J/7cfHOiFQvfNrtk0aZlN56qqtfrBaoBMXbXRi/+yLgCslfp7BfhRp1ZrQBraI/av2u+qDfcU31gsLYfSsJW0Z4PD817+pUAvKNTa//GX7XpJ4G82ZoAnBCeFPqKSV/b6ecwCHVbbgIuBEtSqxvO7UaFCtz5fse1i9NFUpTEGoX91IbJubC9TqZyPxP2OlURVfzeo/qoGTjv3ceOCqvyQhedm8rbwpCjGQfNNKJgKY/jPWzCYd7otH8yxAB8ZtEGfBiyBG2xucqMHLFLhLVz2y5xmsb2qLuERlo0R3qb9ksfbts22tcBNL2kJQpso9aSz+J2w738D1VquAnFesBEaxSkbS30BlWwlf6604zgGDelSYH2/ZSneSnYkHwmyUIcEEbIoVfcVdv/51aR9CUQebd0DICQ1rwkjnlaoDEUIBw606jFTajvKLhE6M79mNWvXAu0tiUGnN10HKO4WMHbC3EiWSrdrnMmJHahMSuzfs5268cEFhHawGKomOuOjZBZrVOioAoQqqBnSblxRK4kNlyJlJocpVFDouOaRbHTkTKmVnB+Id2ECAUDLe4wDyfbJlr7sOIgeRWxxbVveCWCVqCzy7LERQGjDotNWDQWFOrFKy28Fnu8jFZxWWVX8qjeD5rOKGdpMaO7YqWHdgRkeX6zCVBhxP/Taqu3ROR2GBHIL1RiorL6DyTgy1Jn8IqpeWz5nGKf+BlcOydPeWnRpyG9Rxt56H4YkoLFHv52xXAVVYBnedS3iWr9rrnx4ca/VVIYXBPMG6rutzieD4hi0AxPAoccaQifgM0BjgkgOwZ6u9pcxAQQjxgZiBf+W6joVP9Re8v/0M/o/fNSPZSLOxmms5q9qYz8X6ZQke2XVWIZ/gMHE/Mc22jj87BORjzBJr64UOYnzPzqHhe/OmV1JVDuKGY7p+zb4HkDRT5GLW4YBN+CzuI9M6v5HKBpN4rOHc3ygvrI7Fo6HuIwrxYPcY97no9/V+RZDJ1YN8m0tPSojnkmgAOmGz++K1gSg4eiydp67g/Oz5dNE1aV1B53Kpq87XQow9jmLVogIau/d0HVPDOnC/AnTPCU3yty44uCqgwNzLQiIBJiN1KVdhDAiCTG+Dk7fRkyYVkbjOwihURRzOTnSOnINez8ZPIiJRIjVFWRQmibmO852sX1fej3frLfloHOYnHYKP2sGgk0FBMSPdpgkAFIVqLHQyGUrJzZDtYG5mfPB37+tGzoqOtkuhCuMfPXYLP+RLtf2OzdqHgZHXaknzCfuga1BDpZ01+8CWrSUl1h337KKVZvahTobwGghTJUbKQ1SqFslR7AL4vgZ4Hip/3IjPujZRSSfHkgDe1Lg3X/GOID9q0lQdPCvAYhgkMngN0dI3RS5ZC8pG+BvvEQN7U+ZSP/cFe14I+guq6FTnJclIyKWE2WnbjvXqEHCDPHPSsNyQ8R4GK9XaBXXnZcBmYhDhQFIOT/cdtlxdh0EAf8rCeiQINWDZ/eJfERGR5b6FCdAcikZn+dK6ZCm6N5c/c+66eCz6EFABhwYww3hJwtKeO81hFl8bFcD1P/NpB6MjLAjJxOGSvYbW9EiD3gAqXcQNZ1FLv3uyaf+9ed86jZKg1/gpG8hTF78IHMaYDtucH9kqEoQqd4pIT9mxoPRm5y9Zh2ZzfOAcnZlIMDEmmW4GylSAPDcAeS6hbwJMyIaNNdWvL1YsBrs9sJ0eH0lqHUQaXE4a4AcE0PKf2PnV33hW2vj+cEYdR8RBYM7WrTrTKOqqylbO+yB2bBv4e208dX+u9ixJv1rQIvdabYX58Xpz8qRIiCYEa2lNIThKcoY8JKVZTRhKenWB3IyxLelhcbKjCT47BYpTB58qB0G9vva8xFAQUtgZxlGNzjxf6qtQwyGRFgka1eGGS1dUyKE9hjHiGI7WSHrLMNGE96Rln30qN1EnvoxssJLFbVWbiuHoHqEQQ65K+9MvSnHZ3i/6sqiOPVWBsqnD9gOyRYfoCjyKALh+/8pTDspHcuspIROovLa7IoCpklxLgQEG4t7pgQSrNsEkpGeWfCoiUhHSNRmKYC1Wx178HKzjvMpMAgRqHhMnwpQgO1x0V6WI56V9j9v2u1eP3tVzYKBHOFHEBBESrOEK9tMoUg6O8g5QuKnX7HOaddYkPrBFBVX6qefhVF6ayvDf/69FRGTrdUi2swDApJDwuEst8WkoRngvEpSdT/6KiIhsfvMfOnlnzP/JFasWpwIeRSbeM1DmwRpO7grFOfae/iV7Tne/ISGKYovmjpoYb1x0MMRkvhYekGBujN5j8gPyt6EKx/iDMJ6VTclTnB/WuHpxfUya4i34oHAsKOHcvXLZFRrVc2W+AFlsXBGB4hL3MJL1eRQUI6lKOVi2z3kXoggjPNOtkX0O8qihRS2/O9+5+DAfP+EQ/BkOY8xlEfnfRGRDRGoR+Upd13/PGLMsIn9fRK6Jxd38Wl3XxzPv+6KIvCwif72u69/G3/6uiPxbIuKJyO+KyH9e198fbFaL0UopXf5O3r2v+EbXRpyHTBjfPwfL0M9k9T0Jpf1JyIHeQXuZFXhKfRW5yyBJikLQm6HNT3kxaS85u3bKnykpB3jp/qH4qJ6u34VUGz6Hi1YRt1z1owdLdwZPhAEhwTBnJ0oAyqgYAPmzNjbvYWtDpenUMGfhKI6PnVoP24ZsRfNFrG77vgRKEF6EE2FzCwKtkLMzw8cu5CJfVa79S7M4fB6DKcVSi6sWqcrNDIRARKxak26cqNjiXjUyu4nkS5sSIIjTKjGCHY5bFSaKl9z41u/Yz2MSgupduWwDLH/UlyaCphSfw8CR8pfToCFxYYNTSrlWIKbT9TH3Ew1sedQyX7kImRAMjnTzLpGcZpCEo6lZmI/Fz6BshSogF/dhywYDjbyvTpRUoZJ3LAmyhCwesbjh1iXJUfEqY/oiIHiFelEwOHYGc6g8qecE+BRm86IGlx46KiQFzm22TPZKW/3skbjMCjoqr5FnHJSGMpPEMZPjcPpYK/lh+e7cmJLHk/qB8laU40N3awTn3dvftuO2cU2TXLoZExqiTrCtJcnhGlwhSM3OSNSudGxI4DdYA0JK11LFBBAgk09dsKRdA5u0Uo65Puurhvz4Oet0nN4BiRiSv96o7wolXFMYSC4YivmTod4rdhuJ76eKUe2HjuiK7hBVrHg0+tuS+nA5Z7cLpmNliCCqrjTJY5DKZ3fUsUFmiWcmmZ5q4cBHcB0BzqYGSnHiNPFVAtS+fwIn8SxqSePMBjdUBzJQwCEmnqR22d9RiOGiMznHr84y10mMCFMFzCx067dCOd/Fs3a2sCbPBCjK48L84nentyyUpRqNZUySLqCrVYH1EX4LfhLpnsd1eokJN34vZyBu3LPG2MMokUlPAM946uuiKlYMANHxiQ93tautnVwoCAWY69m7b8vyP/p79jtwXSHkRxlccw74JwcuQYdKHIsFWzd+1752FqoJyF1yYAthnMdVGGviGU7QfaZHAeY9Hctrz5fJkyhsnFiBCL2vOL/J2lUVPYmhPsjCXAnxhTztSnr4YG5seeQnTjRARCRudySGYanr0Nt1bfualXFdOb0jIZNS7FPVI3ud7JZM7z/Q5IBJErkWXGf9RqpwY5qrUaKU+652NcNQNmMHQRMRabBjhqJGMpvwLSYsH9bDiOtkfoyOD7JDUIjI36rr+jvGmLaIvGKM+V0R+Rsi8tW6rv+OMeZvi8jfFpHfEBExxvgi8t+KyP/LDzHG/IyI/KyIfAp/eklEflFEvvbDngi1inu+L6fv2Qdg+BjYvGAe0x02fSWdBul8IEmYTNBtywTukCSWBrr4wQytt6TBJbGFASBEAdtrdDcuciVQ8QHPucHAHMeLzt8qDw7BXHDTzb4jAZOox64EICwqh5mkTtWD1TtUxChnunT4yFUoNu3mylYheRlekujmysCqRBBB2IJqhxeFPL5uA461O7ayzE1XnT/PjhWT6bHVvAB1MHWtVWsGVBWCnuM1W43wcE29d78uw1ftQn16e3tu/HpIZNIgFEGbmmQyDwZULVYHi1w8LLjEXucwH8vpHdHrSsUFknr/VLZAwie36GYZaZWegVkX0BMGcO3pxG3yCPB4f9uq6BQ7mUaf1vXYgDnu1BvvH+si5j22cyfl4kz/hSA8pw4VYCw3h1a+zpS5CwoR8J09RPVnH1wVPAdLxkjItjerxQxSeL351H0/fnpIaPWoSleZxljUcBHVrs7gRLIt2z2LDh7OfVfN7yakpiwlRzeP3ZvZ77If7KvKTgY43bAJwin8DSZRW1b2b7jrENH7USCwV9jBqK9J5BiVWvoSNLMT/dzmTetGSt9kh113kIfqwlX8G/eTmyqDTh55JjUJkgw6AceiT4rpLOm4pPsWFkESvHpSJA191syiE2puP98nTG6GlK3kZnJyFLfuSQEd9vY7kCvmmoUk0z/ZccEzu44g6TO5rI3RzhMrwdrRbdvzmDTtXDptbsnSAGsAikTjHdt5oOfD+PU3JFpdnrsOwipSkKmT0dDJSFLS+uo1+zv9S5DQmo2LCuti2Gkg9agu8O2eKtAZJE58ZvlefzJSGWbCM3z4DRAaQgO8qt2TSdvOq2lkx4tFgRDJ/knnsqy/bPk0Afhl2jW/hGvJJk6GdiFxHW49o59HCW762oTfecn+jkTj+DWbqKUrHWl+Al0hyGAvruOytKIFoAwyq/Vtu2YG6DSIONM+xacfkmthO9l0oze+r9BQEdutNQh+OUvrPNeCnqrDUdEPXWEvTiSgaiB4D1p2IQKB1392LOFL/1RERAbb+3PjRnO18PG+JITvLhQmjBK3T5xnC+ZidgqOIRScAnAfwt6O80RCcuWhe3UBYhx1u6swUN3HGchjL6yyQvIj+77kCULSKJWNZ7Esdd1nUdFHoZHPXgYIYoBuj/1PrFGIKSbLgIVO+gr5bT36CEGGPoYSqR9YQlDX9Y6I7ODfZ8aYGyJyUUT+soj8El72v4oN7H8Dv/9nIvI7IvLF2Y8SCx+MxD6DoYjMl5K+x8F2KRf2yeMjxSFf/VULRZi+huyVwVmrIcFlbLZ8ECjDBvydSVOFnaQk5yw674ZOZ5uVfKqOMAD3UxA8335Dcti8s1rR+YTdLBVzWeTu89gqZrVmxwaqw2+8rHbxtDSPL2GRUJKsy8bzCzZ4okGQZryo4lSbV7RySxUgLhzq5jkYSajun9yYEIAwsOy4NuDaey9hnICBhNOhynOGkTpVsmrhh/MYyzqMzvESuIHSuEuPqlScaboCTsPxvFyoBIGrPncQ0EP6rf7ON+w5rG+osyiDfXIHaBRUl6UGBsQAK4QA86S6YgNBb3TmYAI8ULkqoARiqsLZ2BO2c9kGwYRGpVlfpjB5I7xpY//1uY8dY+GN33tTF3uSp8MnAHdiVSlKpYQZlBrW8ZjRHuccrrbtgp9CpUJVpAiXazqp2RKJCqFyCgHKM/fZxCPfsUEE3UqL8VTvIwODgE65VO6JEgneQKJJHgYCNxr8MCieXnpWpRS1mo05xLmYrVyU6NA+W5pg4KCOd2N64lyWaYCHJCsEHJEdhKyzLh4SCcL8CIHhkcdtVZsaPLDLHImJac9ef+dnN0UOsQSyIn0IxTEkkPsv/kUREdl45Z/I2Wd+WURE2q/aiqhCrphULq24MbgNJS0mFpTDHA9dMYGwDP5Ex6ZGwDTde6zPRvDci/hO+iVg3rR7Cm/iGkDVLVUC2rqu0CDtIOHIANeovEAaSAjUxIwHvotztTk91u4XxR+YbFFu0n/iGRGot6nbNQsnlIlc6jlcNJKqAhAkdgOUtHm471SUWKF+wo5JAR5KunfbOWDjuaHkNYNM3xyoKyw9Dup7INc/a2tlTHorP5RhOg8VbUFhjWO+JKKu3iaEqhs7Dg/v2p9PfuJcEs9OTQK55yqItALdGdu/xVgf2XFIIHoRrfREAEda9NIhfFWqwinO0O0W3KrRe5Q1nUr7SWDpmSQgwVAz0FlODSEvxLDrvmS/c/CNl2W0Y5/HJjD+vI/58zYU8adD8bfBIYDCFAN4Yv61sFBV+v7O5y1xvNgF4ZjO1U+/KEJI2uy1i1vr67hpVeREpMDaQmgbEyEmsuL7rnjETuWi0lQ2PefpQ5JxyQ7ldCQBYJGuqIg9mr5Op8fuu1TZCsUCfH4Eyes6SjRhJTyYBcIIqo2T3kWZIHFtfURUhozIT5yKf9TDGHNNRD4rIt8UkQ0kCyIiu2IhRWKMuSgif0VE/pzMJAR1Xb9sjPl9scmFEZH/oa7rGz/M97LFF89Uzagwc/83bXWEGygZ/3G3KT4Y/LQHLye0rof73sl9tU6Pe4QILZhfxZEkl20gRl1hj/rCtFK/aAOGcjzVjH98bDe+/kP7uWGKhTPw9Psda59tZfszvbQpNSzTqQzjH+FaUIUu8LsXhhJyk47nITQ0MfPu33QSmNzIEaw4Kc+R+KjW+O/dmxvTxSNsN/RcVb2HqiszsA8G3Jp00IRlRrmH114sPJRUpOBCl2eZfg7vvaobtGnu5KmVO6sYTMQ8VPrKk2OHaUVlIEdiweCnLkqZ3LBTM0C1ja3eAh0C07c29XVjgXwloprXQQPnYjw9H4MFO0bFal1e19e01aQKGx8SOi7WCd472Xus2vY8kj1UwCC75820pivMt0VIAEmXIo6YPd2194jSmElvhshK2E2A62KCjcBGRJRgx82RiUB00QbeO//n76vy1qJy0KyKxaK6yqKCis4/eUloqbZIEHXPVahqKo7YawsILTXSq2RK3P2CBGUACUQmX3GaKico78JJeR8SxEg2g8lIuyTdpyyUb+1XrEfG9Iatng2vfVq7COoYfQHEZZjdrb30W/b/01Q6O6i6sQuDYJhBhjk9EZ9cI6oWqd8F7rXnS034Fiul/EmFott3RcSuDdMjkBb3sDZw7ZqZUwqLJDST3Q6+9tF9x//hgbFtRjB1bDSdyzWRpwwqeA0z5L8QHislsNd8Hvr3IZv4sjPlooqbemrMzBN/4dlIQCYuUMHlNVV5rv4IBiRqdswCyg63O6rnznWwBmyNynTiGamwdpNTQniefONr82NkPOkG9m863xeMxKJmUwM+EnG9CzANg5CF7D0Uj8UnEl9RnJmsw6Tt+JFs5CAEY9wH2D+paMYiXLK5ph3Y8jI6uVh3KUNaj4bKR4oWul2T1+xYTI/PZILPpjqUUwibV/EKG7HbE6j2Fc9/bvPp6zJ5aBMmJh+mZ4NgHX/fd+IgfM6xfvmUx+VY+b6MYfSVvX17biyoCOX/qz/R9WtxbeLaVRXl3L9F3Nqb9Oz+wqJWuFJJee/O3DWQOK+f20jdvgtug/oy4e/RUltVrKZ/aJUXzSJ0ekZlTgs/VO3is0u/kU5bAkKAZ/1FxK2Tyd13lTBOeN6H/jDykw7Bj3IYY1piq/5/s67rvplZnOu6ro0xTAn/exH5jbquq9nXGGOeEpFPiAhK3fK7xpifr+v6j97nu/4jEfkvRWTp13/91+V/+k/+mv0ePkRry9L+gs3Yc7QjWdEtHtrf/XbLqiuInDMNouJCdHIo+b4NgBh4Fl/8cyIiEu9CMi2bKNygROVXsf7AwTa2LZ7Tb6RavW5fsZXvxrNorSJQKrurDhpBcitJSfie+uhAycmUzcyx6ZNHEZIMvLrpKiUI4Eva0xPbevG6Yp2JNcyhhc2FKl3pqIax96KVI/SG85ATHlVrSTcAEhSVsMfq7KivCy0TFiZQ9eWn9HypclNjET7bsJtZ89Rep48qo3+wpyZJlL/jAkknxvzqJ7T6QZMqHqMXLW648eht9X0IVmzVmcY5DKz8pZaEGyCZcwzRci8baAezE1LmUoJEyXYpq8aE+hRxSwYtdEKgIESibzBF4FHmWnkZN20QQcx0nNnXkFxpjKfBDaVqG1+21T3Ozby9qoRenfcLOuNycugCDAQyMXXOe/Pyu1LXUoKApqRKVgcRXOw8+fOy9Y7F2nrbd0VEJFy3AfP0gU1w1164oolX9LytsFKhhNCr5MGNcxCTEXwc+Kxp1XEGq0+zsKxn578SwLOJlC17PXsbn7bncYRnFhjcOozUCIv8h0UVEpJaa2O04s2Nb/fZPy8iImlu79UwWpILd+1GzECt//WX7efiOe28/keSP/XJuXNV6AU4E9TOLzcviz+wz9R2BY0AACAASURBVOzour2GhNU7mPHVImKIKQZEgYRawnfmiJ0Jgi4EuOwuMRjoPPeErrnc/AkrZJXcVKUz6qLvAOV80cGoo9iZbVE1Bt2Wgm6zVakKaBQqoPEj5+04Btm1GLuuBJ5PVa5CpTX+uV90DvCsVKPzqfO/qhSWV8N7gZBPFkMYlAXLKwrvUsgQrpdSr1WUiEFHwCxU4me7J4RnsATi9RCMXcLn45yKRkdCGE9p8MpuAE25mh3xoZpD3lq1AzIvRDDKdk/yBp8REl3RSc+R1MepnjP3p84X7T5g/sT6JWgBwTO6hwaYb/mWTSx4z+KzfYU+qdoREoRkBftcUWoAu/qlT+KzwUkjVp/JYNpQCKrCLrkGg28zvXdPeBBeTNhfBfirf7RricAirsuO9asibIZ7h3HFuybWrMam/W7C0aoXvygBnZM5t6m8RxGAIteuBnkVY0CImWAwtfE2tlyXt2OfteQEiR3346pWNAG7QQoTw1zKDo4kJhmcDtZPWYK1+saEkcJTnfHmvMEo9/cybYvgfeSbcW4H4xkjPRZVPjLKPUZ+wiH4Mx7GmFBsMvC/13X9j/DnPWPMVl3XO8aYLRFhmfALIvJbSAZWReRXjDGFiDwtIn9c1/UAn/nPReTLInIuIajr+isi8hURkdu3btVyYLN7ZvvFg4eSvWoX8BhYPrbE+WCI8ZToROiGP4KcGJVwklQiVtKwYfkMoriBBaG2yhiwcPOO8m2esH1vpyPJBh58Ls7UE/dZ1UhdIoBFdQziUnrPkszM8qoYcAYq1VZHME1MK0lcdaUbHQmmuqBhE9++9rOysWerP/4lbASUWWVQvdRRqU3i+CdbNnCPBuhGzLT9xxfhCAxy3+OeJdKungAnKiJeA4kPKljlpq2UKhY+n0iJSvLpsoU9TQL72gGMWnoNmxikw76atHGRJl5UnT+Pd1VligHgoGc32RRKCMfXviCNdcA8ti0sqYaUJdU/pNtz0CNWvqBsUXWBmcX99LOxktJSIOA0MQCMJJj0pUkVGZIpqdiTI7guMql8+7dBjKACoQfJyZFBctRMJcT8YvdLORNUQumsayJQIzhUbCxhM822whMMqpU0TZoS28rEIwhc8Ex3WQT9rKhvVV9zASf5LNhk2WkpxzN8ChxMvgskspI2NVDrk6CNzxtcesGOBRKradKV9g46Tuxg+Pb+DtbsnPKrXJ/RzUevzH03HVzLIJYG5XZJXgf/gUnE9zt4rzK06dcfv+mSs8N5107t3kSRhI/s80JoSQ3Ce7WMbhEDt1HfETYBr/P27X30CC2YOXcWABRORGM9E7iAhVwOJDz+LoiPrG5nmQSXkAQiaWByxGp52ehoYYTrjibLHJs8k2plBjIpLnkgl2B38zO6duQzMCIRd687UIE561ySUQ/E+Jbt5LVfQHfjEfgP774hNaqbrBrHFzbnxqQ8G0j4pF3j2BdOLl3QaxcRkefsvS+NcVKKC862qkj2xM/L1jf/gf0bq/YRxqJ2wSf3MQb1ssAzID/Fn45cgIbgK+/a8eceVAWxCjkwWeO85Xl52VSyJexhgB1y3eYY06BMxEHvitdtF41FI3Zig+6S1LhvJPbycxr3Z5yZUYgbfP7fEBGR9rvgmMw8/1xf2LEOnrYiH/UeEpeuew6qC9fs2zl3CIFBV67+5b8q6SOsBQuworwHY9DG0Mlm8nqxPnJ/L5Gs1saTeAscjh2sDeyy0kl5OpYSXSDOf+8E5461+PSZL0vz1P4tKOz5pZftPFOpa3Sts83rUgYgKdNAFUWRAiaNwagvQTkPGaJLeA7isBdHThWqDaU4rKlcW/3Rqa4BCodE4YVKdM3BeVQ37zX5Mgfrz+v/Nad2DJL+7rn3fWiPj0zy8sMfH6TKkBGR/1lEbtR1/d/N/Nf/JSL/noj8Hfz8JyIidV1fn3nvb4rI/1PX9T82xvzbIvIfGmP+G7GNml8U2034gQc3Vm7qYaeleG+1lsdNLZ6zVQ1/MpQppDGPOnYRXRrZTD4DVrsx3Hda/SAmsqImPRdYVqgM8kFVmTm6P+KBDfonM1rJhGfYW5Ndsw/NSfuSrMR2E/NBbkvfwkI5o17h7aDaQVdAbuh0AcWDXCVNJZ6RaFasMoO3373cv6cylR7gAqygBF1XhaPmvlyzwX6/Bawsxq89AT7z8J7KmFIDnsfBkt1gl/0Hkq9g86KE6sLhFxOZoHLFRGDxCLKh+/cLFmN79tWviohIdtsusimSh8b1Z9xnI7jrIsjhhhwldySDrCKrlJMrtlIdQC3Hy8YSUGOfXSYsuNFDcBsYNMapVkJZOaGkZSODckmeSd2EEguk2kqDjRjB/9LZQ5XJXEcCTI18TSKomc+kV0B6F5HJEzZwyQGvy4JU/BWn/iPiKjolOTBF7oi3kAtMgQ2OoDZUAaZV7e2otG+BZNQ8gWQCmFm/f+RkNBmkEvYBmIQJfFeZQ3A4vmyfjX7Tfncn2ZVjKCEx0KbiEiVYOdfbj95yARW6OFnHdiXOEijQlGPd7E+aF+T9jqQYSrhxzV4HsOxUD1k8giqT7hnuLZK1LLb3nvf3bOmKNJCERuvoYKHDRX7Q9PZtib7w03OfrcIAgA3osb6lfArikZWUzeCpLB1JFvehQMHDmzoVHr/E9dG/YcqgE2MM3LxZXlW4jsHYshqtiYcxEkOdK0fA4pJeew6tvfd0fc47WL8WJCg39l93nKwF/w0m2AxiJ0FTuoc39ZpFRPJ9+7xHGyCKdpbUEyJdQyKApIbdDf/mW8pzWnSrJUnTf8NCA/3lZamoXkWhCB8/Adu48K3fdhKuqPJS+e20A9jYjd93+G9ybxbw1uyURKNj8dA1Ztcq2rP7wugSXKWrUurLdr0eN+y9bwzt2kV+hp9PpHmCzjDX2xTfgQ5l0ejIoGOD5s7xXRFxa0t02Z775KbF/mc7OxLh/hvKqeJ+cm0NBsfqz5B81cJ6C51fkKBtt8RDl1ZhkuBgmIVkS+pKP68m2TZER4oFpt/9HRnDAJHqaMETdj9KjlAEKXLlvfEwTAhYBELX2pydakEufQ57C5M4dmrGZ3K4af17lie2SKlzCetb960/1GeVimoTJBglCjvszMZ796SgmAf2eCqHhbktnJgwcOOF/YlSwcHEcvvK4UjHcPCURW7Ho3ku2c7Vn5GlITgp6FinGKeUohoYk6zRExOjG0cpcIxNi+dijERD3L+FpOtDfXwMZUfND1Dv/NE/2JifE1vFf11EuIr/V2J5BP9ARK6Ipf3/Wl3XRwvv/U2xCcFvQ3nofxSRXxDbdf0XdV3/Fz/o+2/fulUvn9mgLtm1m0C1/UDVLupVu1nkqNxWvl2cT1tbqlUd4GfmI4hjpb+c6mtYhc3xGv4+CZqycgwvAMBRONm1iowH1zt5rHKIikvrwa0QCUcRtzTY6Y5t9k2FEkpGmrqS1j3IBbIFpwvQfEsv723K45Xn5saMQROv269yp04B1+eQbUhs1JO1a06fHg84JTEZvCbFUMeEgRrHr/Dm8ZxhNdUgzq+RdGGOfq/g//2O9hSQB+NL984r82PBTguhVmEkozW7MJIsR9iUwnoaq9I4g7Y6Ar6zFoJgjFH74ZvajlZ1Jy56OHSxzibamTlYt9VrjtePejRyu2k0hiAdwquACV5y45tORYMbJyAmx9es98M4nE/URBycRed22NK5Qu3+8G2LaWelSTG8W1v6rB1esnC95tjem3QP8Drfd9VnEte4MSAx7l98UVJUnUhKJtyMHQgpcqnQOWJQTllIHpRAPVh59pw86+JhpNZr5r1poZLVOrDn7k1HLjmitwOe70nPJhEnja3v+z0iTmUoHR3ouuDfssnVGNh88pSSi5tSf8qqdY1b84GyhyQrRFXcK6biU82JPCCQZQkbMGGgFf0KSR/hO+RheWWmHR5NFKmAw84iceCDvlUuEpGzJz5v/wt+GhzPyvjqpeHrOvs+vBocDEDiAcwFMaez5rKuyxyD04Z9LikZzKP0QpXvZSWS3Q1ViNq4rDK71Mov0YEjJMnUlRabopt2vS0O54Mmj1Kb7a52OKcowBDCxzk/TbqSIOhi8Uilf9mxERFv2wb1JdSGlIOBhM/MdJAWPQrOmbQ1WkrC7iOg57H8CAEqCboijkvGxH1WcWZBKY7zP+BewWd5eOZgLZBfHqzYdXcMUunyyZ1z+yU7qdUje/1emsrBZ62HQLcPKOy2TTrYGVHIWhw76CM5AL4LRPWgWh078xdtUYpqSrUYiSfojqMAUyb2nCsPcBvsg62D22quqcpeM/wCERFpNFXe2MmGY69J7LMTFmOJpuBhqI8NKvPv3Zj7vODyVVX3O0N3m1V6nb/ZUAZdxBDgFaliGI6qteSUBZFIKXSacLYid4Zk5PiwkMMgeXbf+15zkYfv6+vZhRARafzCr31oS/Cff+pK/fW/+7f+TO9J/+rffKWu6y98QKf0Yzk+SJWhl0S+5477F37Ae//GzL9LEfmPf5RzIM5aDUnqWvHe1MOP0MImVnbj8L6rRGJyEzpELHA4OFJlEVWgQHttCkMTLyldZTVhmxTuxqiAhVhYIhERyEDyQfMJZcKG4E9HcgGJjW7Ey6gSABNssomag3Ehot6wGq6gtSfighu21qkLr1W5uO1MRBCk6KONsQmmZ+oyyKODoJjVRW1pNzraHaGiAo96pqo6RTVwtsovImKg7JJOTmSSQBWknK8osKvAaximK65aSbk/HgzeW13JkMRMAUHKkSDOBukJzKhINFs6/AP7XcTI9npSQ9KROGRqQTOx4GZSp23lCqxt26CCmHYaywSDY+1QkIOQNdHOpXKPH8kwAQEO93GADg2DH+pcSxCIgHbCrhKrs6xKB0kmtTDAst/R6NtxGyzZwGb55I52FKjCw/mlTp8Y8+nWU2qWx82bKhOcF9OlLRmhShng2jtvWxw9q3qd6Vg5LuSo1Pgcqpxs7r7qzHhw/6eb9nz4+RF8Hdb3XtNEkxKWVH0pEJQlwwMNMildyc/PABkqllNpHty1Xwn4BDXkuYGyMDGN2zKMUD0tOU/xXCJgHi4tycqpraYHNHt7ep50W69flKPeNfuZ/rypEY9lTVKMmAUJUW/NBmMe1iwRUS8BXS+oAR8c6+doQkG4GHkyJBszMA1C5XAwiEoQyJeRS+qpMsL5wM8l9McvJjrPOe4nqxYKlmQukHGJhX0tjckYoGlRoxireV/jTy1npUQny7+IztLwVHzCNKm+tkh0nI6d5CoCoeBpQAIRMOs8nI6069h4tNC9wRoa+b6Ot5rbxfNd5bLdU1Ub8tZUjpkuwuRgzKh2lVDgGpGLhPshxtP9sbdrg0tCXKeQjBxd+KSuISFeO1lQLxIRKfz5os7ym79vzwf7rgaNcaLXxTWeRSSus6edS5oYrp4i6WbiHzjZ6OU9e85ZG3N7zSY1hJ1l+HyvLnUOsRPCwgJ5DGZwokGqQfGCBm7c//y60AIcEQMxikc+yfAsEj5+pLBjFU5Qp22IRBS5LQSKSHbhmbn39x5YyFUdhArXrGfkr0VEAsxXkoSrzoom79wHmFwWiDf8YiLpyO4FlPyMEkjOUnI8m6h3RYXuL4tYPAdvMtSuCE1DySWgk7UmssbTdZ7HtGXvwwTcnqDKVG1tUc3tQ338hFT80ToUMgTd5uLRI5keQENeFXHsTaVuerTUdoo34bxiQUSVmc1LapzEDcVAXjJE9S2KIkdOJhmZBmXAMKqize59bQEOQRrK33gP5+cMvFQ5ZUH5pALDP2y3dPFVZYAWYCKUi7thZRnrupKEAQYXqwVL8ShpSBPnrkQsat7vAev3zluqwqTOhji0gkVscZ5rK1X/b+FnXVcSU7kANu01TH665bf1s6MZPfPZc9Yq2axRGa6P1WsueOEqICtxKq3QbjYM/HqPFjotQeQk8igtu6DYUJyeSA0IAhUeWNXl/aipTuL7KvWmpkS8FsLYPE8NhVRmbiHYrPNcGhxTbLYN3nOSnqgGE4ZaqcpApCvfnZdpDWfaoHw2mLoxZatEJCBEggolmHeKc0clMD54cE6fX6i5jmpekt+TKAbulXhVKC4Rx10Mx7JofMcx6YVWGjYLnKngovFdc6G9W4eBqyzjbxHOPeY9CkJdA1qsjPLzqR0eBO6ZQPJnsNE3mIBizJMglC7HhwEjSXiUd/R9OV2xSXt0ZCGB+Yznh4hIkKQSrtsxbWKDp1sqA1G6lpoqksG6DThaDXRzGOjSxCyKZLpiA4QpqpPshul4GU+mgI0wuCfkyzsCTwbBT358KsXb80Zus+pV9g9GplV97m8i7jmow0BlOHl0qnnIkAl89+xzvlP5Z4FoKsaTlN8B35HJy5awPXjlTRERKbNCCavqUQNVMvKm3k9FLYAiUbyEQg6ei8p4zq12QTGJ51uXpbt2lZSen8f+2bFUKBqxs0O+2aKTr/H9c864jYW1WapKahKg1YgTHSCcexKEbm/AES2sr/bkFuby8UwBQsQ9K1UtFZIOdlsIIV0au+JPqfBWzK89m1BXhOn6vtRv2aDZ597D9ZWdyZn5xjFQSUvuNUy2xmMJuugW04gPxRBC/KLTPee9QpdqSiRHC93NspRyG8UPzL2zN60YATlWIjN7u28TKM63CVSH/Dg6V5xUYQXAsXh4O/ckLm/L+x6zHRHdY5xKmojrGo7uPVLFw3P7uZ6vNxeXvN9r6JniheE5lSK+Z1ZMvMT5jGc+L/mL/8H7X8+H5fgJqfijdSj5ja1CEZVXTGFckvzMz4mISH3bPrBeq+UqvlykEdirg+nxvi4mfgeVX2r2btog1hzt6YOoMAZUaxZbopI0JAdWk9JozRefxuejitdsywiYdbUJ50NJLOTeAydvGcxr96thDlRwis6atv5JRlMjK7Zo44YUqf3+6DHwxwgiimcs/MN/45tarSjX7U//FJAcjHu1tKqfp66+/E4oEBCnKyKu7YtEgETo4oINlIowVUiEj8+jwsaoCzwy8PhRNlDCmgkQWLGSRik9z1MLduKNaaxCzGw6PhKDKn9wYM9LeSgz8yu8ZlvgIbkCrJpiM8qhABGe7EuG6rxWRbgp0srec8EOu1Rsn5PUGkwHMgJWmq3hmPhe8j8QuCV/8nvn1CWCL1oOgZo5laXOq91NS1rfuv/HeA2ClbrSihBhB9W3vmbHCwF8CI5J8MnPKTlZsefcOMFvMYMT8SCV6uFZq6/Yyn6Mjlk4mTqMOoK5RWhO4YXS2ofxG86vIMeH8AVWv9KWVqY1eeCGz/Z10pTHW5YwT/ga4WEkAafTU8UZs3NRoVrJ553qT4O4p7AuEsdZFWQgnowOpbtvg+lqwUlWIDMZrCxLG1VdcnHU+ZgE6dxCFupOT+L7ILVyg+cYsyoaJzpHUsDNDldsEtGEK2s07SuHyk/RLRzPeztQRjBcXZYAwaqqC2Fd1HXzYMety91lHW8R0cpptbTmeFZ4ztXnhYTJzop2IjWIXpi/5NZ4RSaH6xZD3/2/vyIijpfRhApM4+pFF8guwGm1eLG2qZh1Orirug3WqhqkVLO6qde1c9HCp9gBYkJae76uOzxY3WWi50+GIk/Ycw/pyUAfExRttBJrPCW8qnEjimPVTCeWa3oNmVEWFNz8TXRMea5DuD9HOaA1RSbjFEpE6Nr47/22iDjZ6HjddRW8FbtWheRaLcJRGi3nvbKNPYcQFuyxk9t39F7En7T8sAIyvjwqdnmKTKv/FLfQOYSEozi+LVMY1kWYyw1WuGegL+z2DpftXE4HGDfydwrXreb5TR+ie49xXPmSPV+v2XKdJ+5DIDlrwtLp6WfTG4O8h2LPkYBFbPGs6NmxJZck6eM13GOrSsn4qgTIz0eB04sCaV6AYMKv/rsiIg6GjIPEcPsLOh7kVywmh0nTiQUQUok9cbRk44XW/i3ZvWz5Cpv3XpaPzPETUvFH69AOASuxRSljOKkaH3Cgr/6e/b8FJ0b7Gn/u/1SPeiYzVP3dBmQhmYGXpduAKaO5CmUi4BQryKGVk6nkZ/PEQVapqD7kDQaSwHxIVSDQ8i+ZBISBSmIWMFHjIkpiocEm4oeJBkS62XKcuAAPTiSCWk59RL8FBBHfRMu9qh0h+gRycQsVNINqb/X8F5XI6C1iKokrTBpaUaJxDjGo4a7dSP3uqnU0nn0fjhTyeE1CH04OVYmCByUxfYzj6YUXVKtdFzZ8rqZVzbYMN2wb2WC8pwsqMOU0k4RkWmJYFzT8eWQi4jVsEloz6SP58DHdLetzVRqtgCFxrMtSUo7XTGVbRCTmYo3fR9u7qludbkIHnwo5SEKKzooEh3ZzvHACIysmrtRKn9V+hxHYcNtuPvS/oLKTPLwjHgJ4lXNkEIDvrFtLYgSJHZNAJm0ItHzPU+x0wIrvyAYMjVVUJGcCGG4+ATkEVBSBkoo3Gbq5w3uuMA17fmVvQ1Yeg8iPcx+t20SliQpnfPxI4Vyck9xsGZAS+tA6vqcV/ArJlcotAivsjwea9PXRLTx7ALlbVKqTjTXx4RWiRGE8gzXI3Srd+eCOTD9lix7htyyp3qdzLp+LspRgaCUiGRSuvY5OIqFDSz3prSAAok49DwQV1OCfHp+qohc9RILbdgy4rmVFOeNJ8GD+81hlTB6qznmJTpt6geDw97adPwb1/vH+C8Bxq/KP8WTlpu0ETJGwlBmfU8yPqnKuudchy4rx8iDmUB/su+eZcClwJhQiwuRhdKbJ81b5x/o3EXHmjCubCqHk+lMB6qZiFb4v5vG8Op3CVdktxRotK+vqbMtnjepOath35vgVei0kfAMO63V7Dv+NRLOLdbVgN6wqpUfiLZKgKWGOMNFiYhtduqSwJirXBDD7onyxmU5cQgJFO3bhqThWDMdadQ53ocJDN+7mAgdqOtFxUtlXyIcy4fCiSPU7ORb0WSCsrQ4jlUNtj+1eMdp6WsdAxEFcPWNkinnPzj+foxzytEGeq+M09wh2RbVLNDxT6FGNecGCjnaV6WmUtjQhoaywBwgjYaHhyb4z/ePf7oKLgDkUtJq6n6dvWdim+pcQIhglmrRznc3XoEJF1SlCLTsbTt2MsunYT1q7dv8zdS0buzbp0KLTh/2Y7bZ8jI6Pd0IAsg9VGUzgS7oK3BoClviztmqjZk4iin9WHWRM+umz9rVR/7EY6uljA2DgnV+1VRx/ePL/sfdmMZql53nY+53tP/9ee3V1Vy8z3TPDGTJiSEmmyciWEsWO5MhxLgInQRTEjoEgQQAHCBLJhC9yZUBBACNAAl8oQZzViAPEgAUjSmJbsFbLMilSIjlr70vtVX/9+3K2XHzP837nnGrSJG2NZiY8N91V9S9n+ZZ3eRZXgaQkID+fhFO2g4+fSXBWJaXFu8AO/uiP2/cWuU54YvBYmczvoHJ09kKJswErQ8z8uZHSG6HRUrwfOwOaELC6sXlLK/EBqgL5u5ZwRrUmv9kQ/+YdERGZ3aiSlEmmJIbaTxciwNgLib3cIG5Atqy17qr/rIThWqZQH4pn51oxJ06Y2FjFO+IeH9/7Cdn9lb8uIiLzw9PK+bGV3xk8UdnGohvr/RFx1WxvcCLtb1klBgbwLfzLDa8ocgnuvlG9PmL10d1g8mWWcyUeax2Smzhb0cbTAFLPo1TtERG5uPV5VU5hkElVIR78ffHeB7KaIIiA+Uz4yquV167aGxI8sRJ3dFn24LdgEGzKaqFJAsnJASB3NH/jvQ7W+hoAUdNbOTCHJdgekgNVCWmThFpK1DHXciQG3v4ddz4iIr6vcoazLtSwUNFvKs7fyQJryxcbHqvtxMSvmmuSt7FE9u15pOCW9AeAxJSKA+wg8tlsjKDsAuzyrP/qFe5A4tnPoxKXiEiI+chuIU2ItE0f+LoZraAUEx0CLvDcBlgMokREot+zCs0eE092FClJnCTi1VSGBBV9n/erlHinN20gRAndEAmkD35WmLS0Q6TeJCU4hX2xXwkwRERWfXAboFxi0qXMe3bMkASsCTKD4jDSwk8WokuIijWr2MR+75y9rQF2AX8Lfg4hDv7auiq0cb1mkDK/Y7tFwWqq3VWP85wKNuRlEOq0XOgapxwmSj8L4KanB059rIdq+ynU4lihzvMrymWGstGEuXTQJUpT7UocXbf3v5HZ8yP3wuSZykB2jj+oXEOC/eRy/RUJ4axNTlUMTgFFNKJkqlBCOq37dG0e4rXsbI1HSlTNr0NUkB4P8FuYbd2RJmBE7L6HgMfQ7ddvuu43OzTKU6A7Lz164qZbU8i5IO4de1GwWzjYFcZDfGbPYb6j4odSdFBEWbp7KOISAY6JfOeGRBfg6wB+tUKC0HjLCkjIYq4eE+SOBX3sDRwnUeRgiOyIHVjxhhW6hnSFDvfvOqQA9wh2RsjRafc02VNTUox1ru3e/JsuydjFXl0qEIrY7usS0uIUCVHSM9EFWEsn8aZyfKIG0AXYn3jfTJ7pfV/1nQDDy9lRPzj+II9PdEJAHCAhC+HmhgSE+HSrJhmG1cqLUzFtbPLQLxYE/41HcIeNm9rudosNYBFo9YbDcwfpaSI4Vykuu/k2htDqDUN1n3Rup1DjQevSW85luWUXxuYjtPBQ4QsjVKXSRIRVInQjNFzhRorJHY7PnbILJjG1/Ulcal48V8UNLjI0sSFvQIpcAsB9WiA9c3K3DH4mJtgPHcSB7UM8G3o9NBdThTBJrRXbvnyO+7euKjI0HWKA1Vhg0Srson/94a+LIGHJ3n9s348uDDGb7Z0DBwdDJZjyrbma2mxo4Fgc2wU7vayqmAT9noP9YKFd7NqAO6ZPBY7F3j1dGDsPrUShYroxprK92+LxPrN1j+BkCYLt2tHbShBjgljUsI0kB2eljkNR44swGGi9eNdB5nCoh4V+oKe8BKoWMcE2cLBm5TW9HEqEYFN1wGFaw0Q9j2LXPeD58F5go04HA2dyRW4JEosc3hGFH2oSw4+brAAAIABJREFU3j35oPJ+JnzGQ6C8XKiGP2E2DFpzY5/LIupqABWADD6GCs8c8I+N0RMl4ycQHeD9XoL4HiNZ7Qyf69wYbsDpFYHaEnCc5vhYz4f3tDiDD0oGLsxgKI2unfMB5wrXIxQEfMoOp4kL5vNqF1Qrw3mh3Z9iy85PhR2cOm10BipBDM+JmygA0HAO3JW415Pilg0YiP9WU6gyXAOJV7ppK7aNk8ci4uRtveVcg0Mlhm7aZ6+FismFpID3EX7FRGCJYoFC3jzfwfTgRUJMN9fbfDbVJNejRweNlHBPs+66g5ch8KQRmQcseo75Od24Jd37jvtk7wG6AKyEx201EiMxXQNBrM1pf1sCdoOUE4TAFmsz11aTZ7o+0kivTs720pXM+hb+kwPaJhhLwzXIbV8+1vWGilxcWwLPJZz6GqxRlDcuCntN7Mpny5V030QBgZAhBrHoLsR+KAI1IQb77PCU1yVi6ZVcy8SJiQBN5bp9N+YISyTkhWvLo/ta1Al3QA6/bZNeKvvtPfsdfT2hj1poqVW1vcVUUsy5yXtIlsEL4DkUuzddYYRwPy0I4bVxSz1ROqc24Y+uQSp8DdKzJcw94agR93MoOfE8g/lYx9x42xaoese2sJF9y3YIl6cXJd8eKGXxnmJdMsOBNJi0YL3h/pnVoFu9yaEKMzAxIDyOMsEiIiOIJKwBCmmPL8lH+vgBZOjjdXARpB7v+L0HCmmI4cbXpFoLdH6N72tywPcxKOTCZHxfCa9s0zJoip+CnLZ9w5n84GBAFFMlhQHN8FLan7PwguSpXQwDTHieg/iBNC6hPkDYTs0t1sRNMesIWoE5VGIzXpsAZ6hSjeLcXCnpxyOPGiq9RyULVmIatCZ/9TWruiHioCA4ki0qIQB2kCzUWIi/MzRhWoOE5+BQq+i60BLGhSA2WE50898YV1UclqjicLKG86kGl40New3tW9AThzSghJF6ARhWJ5XMG+prFlCDaGCzDh4Ax027+yhylY4du6my5UweyRECyWsvvioNqu0g0Ujh2snA1JuPXSCbOtiDiNt8s/aa08rGQSWXi65NINcncG9uNpQ874NDw+Bkfs9WEuOL52KgQmPYamfLGJtAkWXqsqo8GDyj1l51Q4h2dyWjfjuTrZIXhv1Ppkl7jgqpf2GT5eSR3QjzxUIiuGxzU2Vr3S8bWtHhlVVZ8D0M2vNlHpB2C7iw1wh87dm5Yri5qfXm9nlqVTXLdE4p3hvXSZ3+NHbFB177xoHltXAN4PMsvECTdlZCCVUkRt9vNuTis9a0iZVbD9j47UcW6sNzCi9PHNacFdLnj+3nIcDy2m3F8SvPA0kOA1uTpVqlnF2DRvu4VIgQF8Dly5UIZDjpOJ0/xP0qk7Lxf59rKOccOkHG97VayYRHidolrHKDECZAACMkGh229DkWRCTC+rNEAMiiQDKz8374+++KDxhoDkWYbAUeSwe4/FIgQGigQjzheBy/at/TevvrkuE6r7g3s0o7GUtBEjD5HafgkVB1ruk4aZrMAwZnWgiwkhf695A8pC6TZZLZAXEankv3ws6NBTq73Lu2zu3vVbFO5ArfhkcRRsozY4WckJwYZPicsCxj1GyS6yHnHNWtvOG5CAsIDJA5N6YIdOdLR/hGUUzlQrtV+KUMLxwni1BdwGn1c5cr5TsUEJ5o4HPW+k7ZSDsCJzbJ1QSN0FaFaWWaHAdNchGqY0CePXDXjiSSylXKSZtNpXPxKzhVrPs4F/pdBH0kJ1GsVXo+I3JrqHIoIuJBgrhPKWISyktiJCSrN55hznJMooCS9rYVvksPF31+vAe410EjlgKoBO0Ud5zct4iIyTIJ0Iky5x8nY7IfQIY+VgdbosSQe1EogoRgeQni5TdsUMcFJk8zKTLIwxHLisWUfAHj++Jxw4Orn0JyEGB5D952FThuasSy4tDugh/I7Bu2+8CNhQRKtue9ZCkeyLqGCwedJXm9T+5L+gIYfcANAkw6fo76CKwWumi2MJlJmprDnTE3vnQPkLFjMVwBRkLIkLn8ivhxlcCs+Eb/ncrv06JQ1Zw6pp4/ZSJOlYAbYF5t53q+L14teGNw2BQ4TnIBzjI9nwbMh8ghoCdFurmnVRriwXMkKArxSVdOJhELW4JFmVhZE0Xi7yDgpkkVAqzw6LGIiFwf/LI9r966zLeQNMCUhdALblTHd39Mto8ROBInjGSBGv553NbAuqgpR1DbntXUotXUe6EYfxzEeZ7tf06DSuKN+fn5XUuIC8+euwocDlbWUhiJcRzLxpbKehbqVFlV2pl2dqV/ZJ8bcbokuaUjwg6mOnb0mYPLoWpPraZ4qOIWxEirGgaJw6gWrlaawBbkF9R0yhu+r4s+A9NOVu30FGkiIQimVDMr0AHxJ8PKv+L7ClfQziTORzHeWaqBXsI1CnMtbKNy/c9/QdZOIILAzgqJ+MAhh6i45qNLh0lGcOhdg+48XdXbHXXo9lFtJvSK4y1Zu6YkVCYCHJPs+DAISkZH+kwYsPm7SOYYnK2WjlSM81og0WgMyPuYK1GS3UyegwaUUqrUEl7HZ8wOIxLGwvc1wWayFXbt+TSRyAbra26dqcHXtPvXdBwad99R2ScMCpKN3uaOCh6kUH7i+VIyOQ2bSgAVnLsBnITyjpkXqOSwFgCY6DyFHHWZM8SqLiBNpl7NTFOtRDe+aVW6Eswnt34/lvpRV4UTcWt3zoo7gmv+y3Hb2N6QZB8Oz+iOqicDCzJRLOaI+vc4DzwHKusUaaaJkiBw59pQgFtD+Fk0OrWyoiIikBQlrIjBcT6fq7ISC3HsBlOyOW80xaxwD+GezXWNRm405/JmI3VaJ0+GQTZVy6QRi8EYStAho/u47EBCNVlKgQQ4HdJMza5ZTAT4HLzZUAY3rEBEaw64EoNset+8xPSroCQxi51Hpw6ShQQ7P3KJpohI0H7uoEYwJWWnuG7UJ8ul80Bi541FzhLfsgv3dMJBP/LHDzgEH7+DAYiSNVeJTI5AqpktK69lQhC1Iwlikt0QVGJzY2AadVvSfRXKOqhaMOlgZbnIMgn2EFiTaFZblHMET8HmllYAZqf2d1NgBb1/9HU9F56jyo/i/AjPKPJCf9eCakaAikzwAkYp5eCa8BFk8B7wta3HaDPHTQ2W2CWJXreY5cW3bDVpfuK4Dyo5hsSpLjWYJ4lbwKD2xPMNSvKVrLhzQ+Hf3OekLmmowR9IrCUZMU8S3Sz4jCgFykU/OHzkNglWOLiIMche33KKD0j6oj27MQx/9xu4FwMJn7yo3AuOmRXP9yVybUucT0LcMf7W//rXJKnJaOrBzb8ky6hynAho2iQel+Qd4+vAirJiDrm5AvjvDe9rktYqmSI2QWZLO5XSPeT14LtYMdXgfTKSAFrX1AZnEMCKWm85VQ10j0EmAsHsHVspHT49k+FTOPi2o8p1eSVZO7/BcWXPK6uRR8tzpyyjJyLiY0yyIu83G0qO5b2oy8mWZRk55r4dkdz4/pVkV//GxKNUofMphdy3czgCTMKbXKqfSMTgFUGvgcMwVbvGX/gZ63gq4joFtcQnPz4UgzWKI8VnhRXXFDx96MQGCEtEJT7fvYnrQxGi05bh+7bTOT2yawqr7uX7r/eLkpGpVRhhn9F4RjtZDKyWNUMkEwbikQuBoIbOwHpQ9jjPS2Ze9vMW5yDCPoS2fL+tY5hjiePMqDyne3YsvFB4grKjAc+z3ZYMimyNZyhWMNFA8hZ1eo4Hw0AXHTg1lSsKCVK7hucIDhOaoZGLxnXSM+46OQ/YEaEEqu9LUQu+OIcDFLmkVEzR5Kiuve75mgjr3sJx8sgGuFTJ8ppNMe9ZaEqILoLCecpyptizdA1BBT59ZsfU+MmhcpWmL2xXm8/B7ZEQDWnGkqPDw2ek62Rpvjfu3LGXQINQdNg9EI+z8cSJNuBehOsoBpLDQYGGINAAmdc+eIDn+La9hrAZunWitieU5afrMUhnf6fyWvpnFOL8HxQxwOSDBRg/UG8BFheLx+/j85HMzRcyfGSD/OBhtbhYjzsq5/xtBFiK1KnWSU0ymIcXOnnbBHBekY8Bh+BDhAwZY/4rEfnTYvVIHojIny+K4hJ/+7KI/AWx9dS/WBTF//P9fs8nOiGg7CJbyEWWSQOk0bVXbMARb9tJHe7Z1nh6dqaLpocqjeJE0RJPLgYOUkLNfLZCQcTxT17oIufBDVYnKlui2LSL5VKz8o3PvVm9iHuWhGSevK/4YFafDPXdkaUnJycSAlaRU42AxGjiX4ErNGmqRkVT4hQhL2auw7U0jJVf4BMOhI6DYhk31jS4zF4D6e7SKTOIiBhUa1f7r0mI76QUmVYmodCy2tqX6NJWy1jlLFBBZPXeF8c5UFgRNqGpSpnZzcgvcq1w+w/thlzUMLh5f1N12+uupzSRiwcvXCvWvlsWj1ExBUwg3FhXKNkVZ1Auhvy958nihk2uSGBT5Q/e6/7GFRUlrcayMhxGGkzzHlJBgm1cqqaY0wPJkACwa2VArMtA0l50tqX7wqporFC5olyfSsYGkZOtmzjomf0gBGNUx2h19bPVSRY6+/1zG+CY5Uwy3H9WZwNsWBGgff0s0+C8/SkL3WI3QiEY/TVHosdzYNeLn8tqqnhGK+fFNmAxqFzpz5ORpDs22FWDQBISqXLViF3yCNiTAHtOqU1uvvObb12Bd2nVjonFdCIe/r96ZqEJTASibeDwg1Cr6OxApXt2DrMzlcORuX/wLcl3qtA96WEcQynEu35T5VkJb+LRuLDnkHU3lbSrWP0DOLGzAos1MH32XKKefa2ur4AOadA+mzvIEDp1BsZbFednJi+s0s+q1UaZT13Aw/WaG3W9INFZc+MWsDMqNwXwWOh99jOSIeBmsYeJPyWdvSjSjjCLDIOvYc6M7Hu65DRt70hI877auc/fsFKLja//qlaUWbXnmm7WQJK/9RmJvwa9enx3xKRIO9HoxHV62glhkOphD0y27XgODx+pWzDndwITrEs4F68//ZpkPYw5Jpx8NlRFyjJdXwe7Fnq08ZW/Yz8XawzhpV6nK+ltu+YpuRvFqCW60tH4VDxUi5MDew/UiwWfs/WlH5bpB3btYLGoccPuiezQKKej7P2wbyGZKjGOe5sPL1036Zr9HJLrTRe/v91zpn38DnSpaOqlXaPZWNfBCAnixmtOxUdExO+0JNiBSAPW+xzQVrokF74vcoD5xzHJxI6cRSjSebOpyGbVtVyhTCRanx0rN049kDBns327fkQXlxr4N28izuBcYxEqbipEiwe7jiphywJWFFWTPRG3R/D8SoIu8/s1876P8vHhQob+roh8uSiK1BjzX4rIl0Xk540xb4nIvyUinxaR6yLy94wxr8PQ93s+PtEJAQ9v025G3bc8IZqOzsLOchuYRGOu6APn0E5mcNcYDzTQUNWXGn5e1jYdzAab9dmabZdSUaQ5toGvKXIJqNmPCmRwyy4KgkCkuHlXMgYclPQi5AREnmjnRP/mlxVhxMEYGICs+tdEWLGF5OHFPUvi8bHhh+lc9fzbI1QNLonvRdWgF0vBFmd5IxdxrUIE3sFsJHMSYCGNxoCeQey8taUOkuk+qsQgalNnPwmaEnSXlXMlNjuiBj8gD16yUBhKwWoGNglWPBe9XU0Ehk37ncTdM7hIulsSXVaJVA1U21ld8dY3ZYUNl4GZI9yhikeIyHSopHKSuQXPiPAIfzV3OFMmAFSnAT9jFfeU8EqsaDBHIkBnWRK3my3xam3jpA+N/DYSSeNJjPEUDk8q7z+6/Uft5adTacO4KmwAJwxcej5lAomux7VXVAmKWvedicWJMgkLPF/CMSpW1FLHuUeo3EWvve6SK2zICQIq6uFnRe6SInQYCCNhIpp+ynIlTJYoLlohPZ1qMHzw6Z+SnVPbCaNjKJ/r+LZtzzcnJ+LRXwSBFRP22Tqqd9At9/NEYWKcV3R5dW67qfQG9l5GLACgIk/JQW84kPSWDaymcKAlcXmwY+/X5pkNerJmRxZQ6iFBV9csyl6OhhJg/QoEsDUqXVHmdnAsgnuqikE1B1IG7c07t6VJ0YYStEdEXLAetxXjnGCucn6zg5Q12jqG6TcixLUzwd50m/JoE0GNOq/bNYJeIkG2lMWenSOb71vFsN7nLAxOoT5pYpWGxHXfGFyy4ytB4KSf8d2b/8pPVq+TQU675/gskN/VziwJvns31bCLvgtpw55nNIbJ3dF9V4mnCtwbf8S+B2sx79WwvSebA1TnoWBDojuV97ydfd0LuEbRG6CLzzm786PqGrw2hXEjRBzobC7GU64SHXwJF1PPE8IT17eUu5bCnFOVqmaYn62eRNw/aATHru+enU/Jxp40SVonH4/3DdAjJvDzjf0rspfenXu415hf11+RJVx+uU6P4Pbem9hrGnZvyPrwsT0f7vV0WUbB47Jv5/n2o3+kohkRZMADBPQ6bq5dd3LOECMQdNoK7qNFLsmblnMW/J6FdbF7qPeWEKdr+7LYwN6zifE6RqJCD4l/7o9L5ymEUfDd5FRxz2m8ckcaTHj27tjXZtWi1GT7VWngeRH6Ne7YNWZtHdLgWCPm/T1VOeK8ZjGQJpTF9r6OiwZFND7yh/lQOwRFUfy/pR9/W0T+Dfz/z4jI/14UxVJEHhlj7ovIHxGR78vQ4f8XCQEnrun2dAKYGrGRwYnf3ZCAwQOqI8T9jrqoujWea5A637bYfJqyhNQiXh7qwk+WfmdpJ8Q4phqAfc95/xXZewDzHJ4zEwScg8kSFygiKGkO7WK16AImsG6uLAJMBGiSxCqfFLmsGvZvk4ZdSIIcGwQG+iLsqBHTFVIZ24aNWINvxYaTxzyruqem7TWHGUWQqQoZeA5BtpQh7mkTWMhxy15fa2kX1c74QO8/q5Vq/AVC7XkfBmH5UrbHdm5o1QLVlYNbNsAtH0zWEqi+ULYyCxqO4BtCReYzX6rck2h8KtGFa/GLiEpYEkfMACvZ2tegt46n9TX4N5K0oYayaa+HDrIcv+Fq6p4NvlOfdRtBLAiisrknk7s2iKAxFtVI+MwTP5YFiNmLdXwn7jvNuTIvUP18hStgjgRc7Pk8p5eS4lldtm2gvJVWHTXzIJIVxnA0RxcCCQ/Ja2I8rVYy8ImA7yWWdxmvSYda1ySt19RVVBowarjAmDAlBJu8F9ee/2NNBKiyQsWZ1tBWfWdr+yp5myHB5tHAPVb34EZXq3d8D9k3xJUvGn29/x3Kv9bgHtJoaCLQpFMxfBG2EUDquInXxEBAcwbZ3s5zm+SovGZvQ+GV/G4WK7jmLFobinkPGbB1ADDiOkfIRH9dXanZxeTmz26WFIUS7LfP7XVGC3BzYBIYzi81aSjK8psiCkNImz3x8b4elKWWwI9zbE8j+3m9+Yl0kYxS8ldIMtfCTnbFNFHJ7yDhSlHI+DU7j1RLHR4sWhhiVTVL1ftFD7oHP0Fw5vm6FqQR+UB2vNEEqzU6FA9BL+c7uzfzrTv2vZhnvdmx3q8VEgsq7lE2dxn3pYmgPgJ3icn4eM1+Z3t+LhHWwRQJbLyyazrXWTFGEwEmdDR8DG+iW0qd/UZL1W1onsi16XjXJtjrk+faXQy4x1CBD07N4ehS5q//iP0/FXSwZ5MDo+7go2OXgOG1s+1XKvfCy1Pdtzk/U89eC03XNgYPdF2mB8OwB9W/pZ3LvXGJA6bBItT03rCiIeqLEoSadDMJpCQoO215f0v3k+xNCzsLqUiUVOOXVXdLE8M0ACcHXS8WG9rDF07elupA+G6/rvImosVF3jfOh+b4WAsvIeZ3uI51G3OOXeDm4lIdzZlskS+iz6O1Jb0V17iqm/dH9jAif4gcgn9fRP4m/n9DbILA4zl+930dn+iEgBq5KTB+plxBpDEH2rmU6jq8/SXZMXD2rDlVthaAtcQ9DTS6cBhWaS0M8rzd0/9zcWAlPkRQzsV65+xtMcAjkuRDqVPCeiSKK8pAIqLKONRYz5td13qdoCVbCkbKPwermVaNWP1hJTdFFamRziTAgk0oAf8NEdCX7xBlxIg1ZwuaRzQ4dBsVNu3TLQuRaiPojOfn0j6Grj4WlzUG/dhsk7inwSVlG5uQGyWRnNfk5VmpEoNqLIKAMLeLWX/8QivkTNboJsqgIvNCDe6zwN6D+ATBKmEzxtMqKZ0zWQFjILrC84lPHuni6zPgwGHUMXouDT5zDAsNaBnIe74qQbFCbbSdj1Y029+rhcpxKlEYY7SBqmroLbWy2kdAy8SRQbGfpyodx8CFHQwai1GdKbv9mj4T3m/KrTZITvVDiUB8ZqLH1/gI3LzJpTpgszuiiSbew4BVRCQY2OCBpEw1BGOXTZwbNdWBGIgy2GksLnVTTJg8IxBnotwcu+CLAS07NQqxIbmvyDXp4+ZIec8MAUjqhdKbovpKkiz9AwA9zHobsoIOfIrKHINznleIrlFjcSlTOCUXgX1WjU07d0LcI386ksubNiDzsK4d71j4X5zaIKAzPdZxqSpRGHdzwI26JQUxNUYjFAYHjYtMlsj18W/iGqq+LBG6RUlnQzwm4ex2IdnlWhWupjLYshAyVrP7c3td7Jzx50XU1S5VRGW0mjGfTMdSAMZIKJhHdRSsG0UUS/eZDeaZpPpUP8JcK/p4Vq2e3ieFc4UM7O25zHvXZBHa6+mPwUFCYk2t9ixqik8JWBzcK5hEM8DK/EgKBIEh5imDRXZPwsVIglN0QYkfRweIHarR+h0tynAdnDXg/4J73UpG+mwYRGvQSbdmcgqShX4eJXmX2Je2Lh1Zn11Ln7LYhJmyc+/70nz8jcq9UAnWGrR1tvOqhEiWWUTx8S87ZqvejibUJG7TQ0Sho2FL5zOhyHTxHjfRUUXyFI1OxdAoDYcqEpEz0d9wMCWahb3ylv0cPBdvPNB7qbAkQugYjAIymAUNTci4fscDyFDTNTiInFM19h41visJI6hnDvceylZzXhS5rLCGcM9P0WFpnNvv7LMwk650fWS8oqR9dBHi+cAl/GF1vfioHoW4ve97OLaMMV8p/fyLRVH8In8wxvw9Ebn2kvf95aIo/jZe85fF0qz+t+/1y7+b4xOdELBVpXjFk0PJsWCEJHHR4h1B4/X7/8BJAQbVwZnAP6B79lAnMzfJi31bAeghQUjjjgQLyPBRWhOBxtrQvoYZvHVNRSsRsls0qFEL+jzTrLszAn6YgRCD1kZbscV0vKTNuNcEhIMGXMZzVWIsJCGCCQYOs7AnXmDPeQMbCVU+FDcdxVpFTXg+rEgzocJkX2zsO28IbP7rY6gLcNEIYq3gULWBG+e4bysyi6AtzcRu0txg+Lk0gZqH9rr7U2zUIpI8xwL5xC722wf23/lbf1ShRzRRi0ZVCdaku6GBXnQIgja18kEAzLrrKjXLljVb2QzaVUHFGLegYENm4F50SLB2tu/htJoIEApQGE8uuzZAJkyAi6tKxiI4MHkmhlrc2BR5T3m/WslIggREeVTQaOzEozs70YC9eQ6d+QHmGBWw6AY9upCoUQ3KuUFTWccsB64qi7nXADyLiiNFmii3hUkRccysWKelBJSQvlXH/o7jg9Xkwg+VH1JwHiJwb06cEy+DrACbLCv7p+sw5xJPxy6D6RA6+Ey2aJSV+A3JYNbHbmGQAZuN8wvyRC42LKRh5zkSY9wnD8HAsrujwRers3wO2o5HJX60fU86UxsQL5HUqFcKq4HJStbul4tMIj3CgUpSihqEcEzjNV0+Dx7GOHNH3GNW7eOBTdRHe29Jc2rvM6vihNCxamlK5QbODY5l+o+wyCLiOg1MwnmdDFjb01MJETwrd4nXx+vtron/vNrBUpIsijSSpsor87kGdKodM4VCxj0HleAabwD7QHITJHPpY1ypVjsN7BjIXxzqHkFDKzXQQ1JJGNo0WlN3bIN1jUFsUYJ5eUy2kRQxEF2UTKeG6Ip353Y9bKJDsEKX1c9WrjPA59WocRtYkJlPJYjs/T/rw58FCecytolGtBxLdHmgrxdxXXIvBYTx/NTx83bBHYirnRV2lppnTzQQnXftGFxEdq1bwz4VP/mmFOAHtlCdX922fIjzNej1z0808fKxPrLIRrM2rg2FH0gB+A+r6sVJVebTTMdXSLaqAFhUf2/fhzV9WJ1rHsQ+YmN0jrDLt0THkvuxlyxdB4DjnsIC8FzyLk8lfGCV7chJKLQzdRWWzrFHWFZBs1Net+/LDFA+wowIJ+L4zwNnLujHrmDz0T7M98MhOCuK4ke+3R+LoviXv+M3GvPnRORnROQni0Kr1S9E5GbpZfv43fd1fKITArWgJyZv/xWRJ7ZCmj5/WnktDbe8OFbVC5Jp2ETrU0bTM05PGBN8/SkWYL/0XlSLKS/WJbMfE4zNMW85t4ucOMIYNxgf1u7i+7J+8BhvsAMxrBFXo+yJfufBp/6EiFi9exEXiPolgqcqk9Sy8g611zuFgyQAl87AjZrkZjmXCF0Wmv7UK6PKKShyV2XETV0hsGTAtox62vqnXByTty7hGn6kwRYD02kMUuDUJlSshF22r0u0DelQPHMSruk9EV88l3T3tco9YGDFTSlKlnrt9COIH8IgDtUg//Jc739dZ5vyjYaEZhGnLkHyL0nYbAd31px5DeU4seGxc5C3etLHfTndsLjyvWe/U7mWHFVac3YkGRw0iculZ2p6y65T7fGhBlILVPFYYSVETcS5ZdNIifcyA8kyoDlR1FDcMqvWSrKk+ldnTTdBtben07bKcWZisBkSo5/CiIdJYO/8odPRR0KmhnB0xCYMMIz1XhK/nJOIWa6As4qHscxEgAF9mEy1istxrnLHNcOi/tgR0yc4Z3IIOP7j5dBVy4jlndPAx55n8/yZpOgQsDrZAJcjqXU9esfv6Rhq0t+iBsNJN69r0Mxr50avEpnpUqvErMIyuGY34frXf8l+7mwqZhvKKzjz5jN0XTFarnn9AAAgAElEQVQfeouvS4aiR5OQFUo1MqhLlprQMUFkgWQLyUPh+bLBrhm7XnRGJaSMHRs/cs/49yyMcAlzQUIVwtt3rgZNrDpD3GC5ue+chEtzVcRyjUREfIz1aHouOTDiRVQNdtgxMFmqsEHyHXxUXNk52JoOxQRUjcG/NAlDF4D/Zl4o0xaq1ijysHtmkky/pznBfkZlI8pg4ruXQUs6C6z/GOMp1nYHL/UV/qMFDnBe5g8f2/dAlrmx0Zfo03Ysck1hN1gQMBdpopAZ6t+T/J7ugoszunReDChEmB2snezW8hmGkQRIrLuhXf+7WAtmN21F3r84d2ptVDRCktqf2f0kXIz0fs/a9t4SinbtyCoBcryYohCD5DE7qerqk0Cfb+25TjDXOIpKtB2sjvNF5UcxXinHHG5CDOLNL0mMzmILUDKv5vmT97ccz4nPCkUGmvAlBweqVuV1q0TyAkWG6dYrEiMuIH9LJWK5T7Ez6PvSObSwuhzFSRY2yUPhmiMiDmr3cTg+RFKxMeanROTnROTHi6KYlf70SyLyN4wxf1Usqfg1Efmdl3zEd3V8shMCVBCpoBFcnjiZUKoQUEqM0nRFLsYA982JysoYMY3lRFk1m/3K55okEY9/48AhuWxGvoELOtMRyLAHdgHxn9mgKVyH+k2aKfFNF7u8CmkSEfGgsnJ98n/aX8SOMyAiEkKXulyF8GA4kmHjIg+hk66uQKECGoegAyHtjt5ftqnVJAybG9v04XLsAg/q6WNTVLxi75pWvhSHSRMuBKpJ2NTWdRPcje7MVlemTRtAlOEDig+mKgdx7yBkrfo7Mmmg6taw74deiRLmti/e0wpOzAoisbEM2PJcPHQLVIWGlR1WPqAsZeX18CXcSCBDSFK7OT9x7sA0mCtXbMVWjZu4vpiurgy0qa5EZZU8U3k3n5sOWthbL2xyU/iBFG37rNsTkN6xYBOrv2iuS2tkN6hk946IiASoyPsn1WA/6WxogMGEYEV+wMhBQ9iRIdfCAB6hFcDTIx33DPp5Xr1TqN2s5jLZs5t8Z4VnRNEABk9jh/WOOK5QKWXbm51Fb7VwxQQ8xy0D/weM9TyIdFxe9CxGX/0fCN/Bv2I8TbI62Azr1UYrMACSODb/ZGD/DShHei+SSQOBI3gdnD/R0M7P8Y5NXPoPfscFFfUqdsm1lscKvBMG01rFzDOVOGVQzgrf9ce/WXltcnomAlOqAI7AlK0sa+X7XF9rru9mAU3+LJO4iSSUWGdWm1GhL1ctdZ4Drse/MQjyZO58FiDeQJlDHzKyYVBK4rimAypE2dz46dtSUCGO+wi9TspdBBGRRkMLStoxZZWe65C4aj0rpYTTdXCPCj9wog3PH+F6cJqYI8tNO68WQVs7BJqMk5uDz+ecsX8EpARJTRuuuI3upo6rBdbVOarr7BiYPNMx3b2gfw+ghZDNpQx10O/pXAtr4g8BHYtXpSo21iaVWYXU9TJJVV2IZoUK0al51kgpeShWUImCX0bzG7+OlzoHd4PnyuSKa5TJEoWr9bA/tlBc4z0NOP4mI0ke23uR1gzwmBCI8VR9Tw/KrHJvXcy08JieVyFIjX2b+FP5sPPgq5JBTUzVkBrkKGC+xm3xUMDRgL0eU4hbbyIq0UF1jYXM5vhY92T1U2HSANWosjcOv58wsfasZoDq+ZqAhfmJfFyO7wMy9E9z/LdiKWd/F7K5v10UxX9YFMW3jDH/h4i8LRZK9B9/vwpDIp/whICQgMbJY/uLNFGNZXUdpjwiq4+rlU4OA/tyw4nOgC3LJM9cpVdE1G0we8sqn0Rnz7V6NLllK2hsKSqWlG2yMFJdc0orhpAYVOnTNClJ7SFBxKaTvmqDoODh21qp1UVwixKUVc3pxfadK9KFxFGWCaFnN60qy9b7v165TyQ6mvFIAixgAY3XIKsaj6oViuzW6+Kf2w1+csdCrDr3/7H9XGBuW6dOdmz8iv3u1qVtZVNxI55PpENIQi2oiQNIR5aq7drqZxC8hnY+sJLeai6tFYKu2nMlyXje3lH8s2ADNqjaLJ5DItD3JaKG+Su27V4cI0CGlFylqkDpNiaaqEDy96YRO2k2vo9BHRx4J3d/WDrv/w5eD1gFNnatBhFDOhpJNkEA1KEjs33PFMTEaDnSjg/bvwkq8YSctM+fyNmeHdM7j2FiVnYLFtHNLZiNpEkZzdZ65SWja7Yt3xofyWDPyusS3hLBuyCH7J53/aZWamngw6CMrsmSrKR3iEo0W+tMIrBZ+qg2lomchI004Y6sMn3GOO1+PIeACS3XBM9Xp+7r7BjhtZR4bEG9ZXTjM2rAprAWJEDsKrTOnygBl8UF6uKzc7lqbyrGmXAADYzxrMkVSbduuCSILrWo4hFWWL5PPgMq4rXLzsL6Urw2ePn2EX3285J+YKvPBavPGP/kFpTvvx4aROP+h5GT2WW1k2pAJC2PBpJTBx7XGYD8u9qFCtupHUPJ1r6YpX0WvLeLC6ibrKGzd3Koa5tyNyDVGyyQNLfbWqmlEk7yAbg5uN7mD9t9IOv0lbemQhGHgELSpHFtU9exFjophO3EF7a6WglsSbLFz/4Z3HUvbDB1vfmeu7csCNHlmgFgsnKqXfg887BqJBmah/r8mSYplKxEqGwymEQFWEU8aKZI2dBWWxJ0mdTVmIII7Io12w4y9gKJD9SVQsjvppOZSwQQ3OvBPQh8GzO8kMWbX7C3gl0dBrMv7M/pcCRBHzwpqPMR0rQLiOFs7a60BxhHWA+js6qBGos+ptOTYBMJFOY7Xa8poerPppLzPFjAoZEbyNj5ZOLWLySwK3QGYpqEIeEueuvin1SV8YRQQzxzbzp0z2aEeAcJBWVN50en4mNMhxwXiGN8zMHi+MAVJ/ldNy3MVwDx9EtzWA3JkKjT6ZlFrtX6nkTPrR+C1DhHH9nDfF+Qoe/7KIri3nf4218Rkb/yz+J7TFFcrTJ/Eo6HDx4UrNQxEI/vf83hMKG/rq6IpWovSVC0WdfWParv2WSqC6LfrS5I2nmIIpU7lToeF4u04lgvz2T6Fcs1mR7YADRd1FyNPa9iCCIiV4xCjOepIYi6mtIngZ2QkqkOF2wuKnlN8svvrzktdQZAqMTMoQM9PTp31RhuADUzlfL51q/hiilL4F9xhtbX8veBf8X06dsdRV6UjI+wgaoJGhafl6gFeJRNpOFcq+1a2SSGYcGcfstupOPnp5Kn3zk5L1/vt7sX7mdzxRTvZSY2NNb6tgY3pc/j+NDxoOZcV++new3mBmFyJeyrD4ib6n+jih3tQ/t+bdPqcouUCHF4HoD+SJE7YjTHGQLH5Ts2QBo9OpDVZPHS63M/O7MxNY8y9Xvsfi6y/KWvebkBz1VDuW93KOTQvOQ86+dMbwsad0WRwlcIv1qcwsm6A1fdO7fVFEw30BbWoVpiVjTbil3Xv/F6mUREDeUcKH8KHcHRmg2q147elsm23ZM6rC4TCgh+hSbIj5/K5Bn4AJgPLx3rtfWC971uBFa5ntrfymO8PA7sB+L8TPXzRUQyjOXBfXvO07Opfv6Vddav/pxnhf6ufu5x364t3eu2kBM0G84ojRLCWJPpPVNez7TTnFQ7P14U6TrNY/4EGvXYK3TcBr74lFZmsKpGgi9fG0QczO+l6yKvoTZXiizTZFG7j0ikuI9m8G8wjUjkri1eTal4RZWmEieNBPe19yG1CVgQ99Pp735N90lnOFib96WjbPQlImqSx983NnoS79u1iGZvdWfnoijc/cHeoK66tRgqTxIN7gfvPhYRkeFzG4ukSydPXh9D9TXGD93953V1dtGNuQ1vjLkzSizvofxd+fCbsUpl8zqZXNInJJ9M1FSQ5m88XjYfv5f11q2rfI/be/g7dUkWkfUv/7UPtQT/vRyf/9Td4jf+u1/4nt7T/uN/9qvfiUPwUTg+sR2CwhgJ0Y6nGkyxmDvN+Gm1raYL71ZXkh1gFZUpbydd9upnREQkHBy5RWCAimOb2EBLwkqjphJwuckmfVTJapUxv8il/SZMqnbR7qY5Giod0oh1Udbq0VMbLKmU6vMHDp7EajghE/jO2XX7Pa2D91y1jQTMdaiPAH+8aHS1Kq+kzwbgKbeglnP7pqtMw49Ace+XVEux57S4dk8/bwIZzd7j37WvYRW73VMoAlWVDm9aib8dJQ2GCjmqqygR7kECd/ft39BnNX+ANvoQVTxI4K1e/Yy2hlWF5hRV/x6SuXbXJYbrVbJV+MJW1Dd6HQeRQJdEN9V6Urhcuv8z0WDAzNf6vj4braQBI5vRnC7LHDwJwcRsz3IcqD5Fsm346G2H279uxyLVgca3rB57uJxc0Yu+RPWe3ZMgXajBlsE8Sh7YIDHDBpXCMCdY35Lxa7ZC1wABlPOC0Llk64aElGslXpvBIoKn1s669O/BoOuNT+E1uLdTtzGv7trORXRonzXncniIzpNC09YddhfPYXXdziuFCawWrtPEcwVEKhxAvjKKdS2hlCUdv1MocRB25y3nDiIBiNQS2uFhSS40PLDV5ux9VIdxMJAsdq9L2rPrBOFKnFcMKCe7dgy0hi90HlKCWA2GUCUUY9ScsDU80HspIhKBIF1Eseu+4FAdd0rqstq4XGnAQgdY2UBxhIFflkm+BoNGjl/OB65ZReE6FTWflzIMlMmMwhbY4WEQS9jL+g277olI8p5N4lM41m+8Zp9Vc29bgh1bfaYxFuc0g6joxg3l4hRZdS3Xqn0P69H+HXddCs8Ax4RzO1k4eB+eVY6OKRPkpLcl5j6UjdAFbr56x37nDbuWqvRyb8uJP1Bdi9yv1HkPeJRRJfcFz0MhZaUOUALi/XnPzqf+zCZ88cTBPzjODSvV7HRyL7t+S2bguCg5HAISHG/hcqy8NQpreOhklXl/3ZuQ3X3NruE5uube1k7l88rjTNfBd23xLZ9ibK9W+tyiNz+t7xMRWV6z8yKcD3WcLuH1wUPNKwHzCg4eS5qBI3ENENRP2/NksO73nT8Hiymrz/4x+11f+RX7Ws/TIl1yCZgxIMQZzr11D88+bkm2Z9d0qrFRNYomj+L7un9EiFfSG/b6vKeo0Kep9F4FpJOysRy3jCmWSynWySHD2tfHXCZPEl1qMzyX1U0bc3Bd1TWY4gSer8iBYlCFRn2kjz882dE/sOMTmxCIiKqlLLftRAlfPNVF3QeX4PxP/nkREdk6sfjEpLnmJAprKkPEws9270rrXQuVKLSdj80alc7o7LkGE3TYJcZ+2YLDoRqApZKeIwhhFRzOf5SvDMYXii2MX9hNrQD2X2X73vi8cwJmix1tZMp5UQ1gsXtXcaW8XuLle4Fd5BvLkdMpnjq4lIirWHutpiRQZNB2JDaddNMu/mebdkHoLs7UOKYNNaYECRQhFGnYUqnT432bTK9PbMB9smm/p7c4kxzKLSQPU+GFBNM2FEyk2dJF5kr1CAFWMB06NScGzAj6M0qCGiMryFK2H37NvubMfofftgGRv7Ep+TYkgPEcMsAZuEhrh2p9y7nUsipIV1Ac3mLqZFoRAIZUZgDfw1vN9D6TmMiNebZjNyHidSWKJOc4g2Nv+ppNBFZQKGkshoqNzLCBkvxF+cr2xVOVllUFFlYkQdhOAU0KZhMloClWnVAFBB4htblFHMQBgSMrV5LnTqMaY5Ik9rLcLTXVeS95T1RRJyXJe6Uk1hScBo5bKuJEoxMXZAH+w82M3y3GkwxBThPzUrlClCyFVG/g+fr+o9tftOeJe9DD82wshhq4B+C4hOi6EI5ijg8k3byF76CSF6ptGL/dB1C3Wy6c6gs7NewYMKEaDqR7YV1wi1oQ3eGzCgIHQ0FF2GP1jwpAuMdRv6uQCd000VWrGJWxU0RDvkYVHlfGH7MAUPdiOb73x6QP86iA5NYarplQtcJ4stpBUQYJQbwJGWVUf4O9G9p90YAIsFIGUVLk4uH1hhA+ji+fviO4lqUzFySUr6gZui17txwBGsEreT9Zm0ZbEz0vcp9oCMmCSQsKQLnni4GMcndkg3Mmjuf9OyIisn35QJaACbbPbUWYiSyLEBdbb6kaXIPFNagCDVtImoKmNJKqz0LrkFCcy8rv5eCptIibZxGkXigpCldlpsrQLuB+gAO1Xn9LikeAaDER2L9T/S6Ot966LCD13MA9Lm7axJ8Qm/To0D2jI6j03bJrJ4P9yfbr0gMp+WzNBtHXjn/fvlaV80odRQp9wGmdhY3gVfvdWW9DfEAU2Y2IRnAdvmmvJetvSYBz9NpYQ5HwFI9Q3EJi4Le7bk3GwT2bvA1vOXfEdKwJKj3LJDVJHIoAY5pJAwt0+cY1LRZRXCQFnyLAfFcukudLNKiakC5gTkq56DCZy9Fbdh+68Y3/Sz4eh/mwOQQfyvGJTgh4NB6hspKkDsaCzWz39/9v+zMqUH7UcO14BCcLbL7hmW3RhouZWnebGgEqfAIcZtx0RDhUeah8EvqoLnExXC0dORkYw2QTCUEpyOPkI56WbVbTBukzbLqKZm1xID5dTZ2GR06Vg5tsXq3CeclCKy3UhvaQ3ATDaudAxMmXnm/Y6uTWpV20ynKYJA9R0pLHtGUXkN7ohS48O9R1B5l1E06RSdQWsm2Ja59GuD4SH6HP3mgeiMFiH8xKmGkRxbxmzY4M1mylJYIMZO/YBnd8dqvejsqg6v3hJkQIUdnsCgevJUMFhVr30fBIFrt2oeWm69UcIf24LSfwaaCSBRMUbvAnG69rtU6lNRE8kRhXIcZyESM2lUTyrApRE3FVbCXkonOUtnoy2bFJXv/CPmOvZauN5mW4SjwTGui1WRFmdy0Ipdiodl1I0kyRwIuU4HmArUW8LiZWxmgiQGOuOm6YzzzZ2FO1Izoy1w32smZX5wulQDMIDlDuM1xOxC+qnR1yAIYbqLpDGne4fkfnGEmZfu2+p2FTQhL+6RJMfDOD9XZHRm3nrSIisoFgWNcjBKrzVz6r3RytxKMCrxXg/qaOqzldjUf2eVLCsLEY6lheQUmHMqHcGM3MjX0GavKqTeKp9MNA3puP9dzpnUKCteqUp0vn4EwJaZKCkay2FxeSUKkMBRauQyx+RFOst34gI8js9hH0sOuiKjPJUtd/jkmaqzEwCoZnYjp4RhiLSkrdRUFAn2GgMnW6NrA7jWfVPDtUUzyt2iP580oeIjklTnm/7U+6LvL6g+lQPBDTuT7PtpDkYn1Lg9iZ92XVBJHPs7kauWcU0m08q3yniDPvUvI8P4/jlUWubl8Wr1o4EH0kKD2rUriLkWLVmTB6ECogMCfp70jUBd+HCSudobn+EIJ1cSKtGiy4IEkWHdkizVQYIrjzauW7WPVvTE6VC3K95gfEvXbRt3On1TwWE4BjwnWHyfOCTu6pW5O45nF+4sjDWIprqPoDrqxqhOSfcNw2YlWyU9M93H923JPmmkSMOVjYY5J59Mx9sV9LCGiWh4C+8HwxiBkURngGEQfCslDUy5odmSMBuGzZ+7M5solVA95BZ2v3ZBeO8C+VXP0oHkbcWPsEHZ/ohECDTlTSzWQs6RTY5AuQSI9IMnT4PcVtU3miCyMx4vHDwL2GShZo4zKgFxHxN6jEg8oSFkrdONlGzzNZgdlfnIP3sPpV+y+qovli4VS5CR0gJh4kNS/NJEOLkY3sEOQrkiO5oEtRqPwgJyGVdTSj93xnZPbCcgao+MBp661tiNnAmXWgxIJEQMncWCTStR2JUIWlN0SybheJ9WMLB/JG507fn8okkJszPgPeuSZXtI33m/ZzqTFNFZf51m1pTmxCmKJ6rW19BKSmtyltyEhSWpPV7AnkSNunD7Wir4Y7JHVDWs74vvgbcLYtE4NFxMMziqHcIKuVxM8gVQvIleLBS4viDbjVKmeFQSKey43gfRcQK7EU07rG7ZDFXEnqOSp1TJYbJZiSLnT8HZRsfFSY/bgl6wiizTEq8iS59aqcmqK/KRk2FAYgCVrZixsWT9wcH0sABScDFawCGydJmyLuuSV3bTWJFX0a6OQlQloEmUomQy/e/JMiIrIHGd6Tjddlk0EIZEeXqGpxDCTNvhLtKWerDtaQYUyitjQIm+D8xnfS1dWUEm0mrjEIvkwQ2C3006XzP6mRSFkZlmZbZR+9mlyoPjuModaLd/W7E5BsGQBebNqx3VpeyhIB2vqphQ5QVYw6/4UxcnHNPq8Im73fAgkSpN2callhqGpu4WObWOvWSQ6A7+v8boDcqfj2slb+EvwEzhHMgwjQmigInCpLnfDKgJIfFoSyCWhaDjJqAShGhmJBcLsnORxxzQjeAICWBc1jPS+6nStGHwFl/tDeP38PicFq5cYyu8gISClNmV+cy+KOHdMtEGk5h1X+eDHTvYVVYY9maEioKHqQtvti0ImlYlz/wAZcdIo2aeq6Xeg+NrJq1y/3AmdyBTfeBfwfOD68LJFlAG4LEl/OOe5PDF6zazc16Vui2xjT1G9y7t7LhELNt6A8RgO0X/5bkuCzAygZXeFAlfgjHjhjOYi5xSGU/NDZNYGvz9/r2vWRHVSFfvq+VtqHmzYI3nhuizR8ji2a3C3mLg7wIAWLjqkcYX8pOfISFhRs2u8qErrQv6f8iZykcPAzSDL21hD8p4lkgNHpfou4g92nwfZ1iU8fV+5PkSOhoPxos+mSDCT1LEpyzfOnlzpGOtiHvZrvjgdFucIPVVo26qGQWXOP7y7PXSzSLXUQf3B86McnllT84OHDYg0awu0HFqeePH6kE2F+APfKAYJEQmACXxrrqGYhGFkMMNhBQjS+JzFeUyfweCX5Uv0dyJlBBzhRVjpL5L4c7dDZMwQjk2o1+zuSiktQGHceaHt3EcD0cb4MGDyj6g0GJCnlFGBzK7JU3SENA1luukwsShhakq5Ve58yn1ysjefUCXhd/DwuQquVuy/8Xa2rw88SEccB8au5Lau0aWddMaOrF9A7x+dF5GvcelVSGH0F02r3RaslWeaqUFTEQNs7fQYS1vmlBsYkRr9MpYW/rxN662RUERHOzzrJTW9D+dnzOygzWVR/Nr7vNlm+RiFgJbJmjYxZx0razwGZkknyDZu0rd7+ZuXzGjdvSIYWvUKkqH+PoCUcXzj9ah6EUR077wNTs7XXscPrLPIrMrvCsUx8s44X3+mv8+B4UwKlJ8JAtI5lL1Uic1wHq+wzuBl3Lx7XPs+oqpDeA+0AAkM9u1C4SMFkCxszg4Hk7g8pR4abKt1Xhx0bbG6eIRBfzmS0a7s5a0/sOkjMPwNBfzWzpkUiKllIJ/egZDq2BDSKwZtKGNYw8smTJ5Iw+VYy61VSdnktshdanSPmZQRRzpWScMEVEncN8lDpWvF9eCbz53aPIDnTj6twnsrn8hpest4quZgqccB6++224r0ZkNY/V8QFiPShMcTCk8A/HMjq2O5Z6aTanfab1XXWhIFes87vGrHZBL4Tz6jfZyYjnndFzECJ5FzfguDKmkIuWfZ1qyBHzxP53JfUQZwHuUuELU03b0sb3CfvDMkbguJ0aMfm9MWJrCAXe0VYoJYYfDdCFnmaSYjEIr6OTiWhwHyv7+s95f1Sfh+luUEy9uLYqcEhoZ2/YxPzpN6llqtru0JbPU/3EUq4RuDkpOC3sGBi3vqceHSyDkp7qYjb19Pkyl6qayhiAVmtJL98OT9Gk/nA17mlilc1X6bq9eG+cRzU5lNZ8pTqjyIirT/3X3xkMTmff/Ne8Wt//a9+T+/pfvHP/IBU/FE4CsBl/H5PF632n/7XRUSkx0CExMS46SpOrGAB5045u6LVFQP5QlbMKTtKO3mznLnAEZs99dfzmkGQFLkEx7aC3LsDkhRxf6jKFkHolFjQWlTpvRL+coyqa/cZrN0JZyFUAtVZKQrnsIps/mLbtvfjFX0SpgoLkGNbBVTVHU7iKFLcfAFS07wHN9YXloTIqgGhASIOHkD8N2FBJksUq8/KKwlthKzkYUOmwMgS3z7qWlJgFy1oVmWzMFbsb+M1WxHlM2OyM9u5q7KPAohEjKox3aTbg2dy+ClrJKiJJrgEDNSCW6+oMzSrRprckMTVcXhOVutYxaPbdX/wGNeQybRvxwxbsgsQv1mtOVl/TbGsXo2sztY/n0e0HGngx/ujfwMXI5gMHCelVslhm9/L0yvwpsY7llND1SENMtpdSYGhT3pwpJ1TxhF8g1ZPfM4VKsIAXuFBzm61eUNlVGmKxkr+rG/vSevimbbAl4An8T6xKj6kas7gkVaqKP/r4Gyoji9Geu0TjDclTqJfl/gNSTybNGxd2kpYa2zHx3QNuvDoWsWrsRKrqQ9fh7z1opZI3352l5AOdJe0kjg+l7wPWItXXcI3Lu5XzjNrOaO/8U1LuCYRtGKuxeo1JYfHVXJfETR0LWDVmhyM2b5dczgfwmu7Et6293l210oHU6iAn5t2N1UIgPNc+Tslo0RCX9RtFpXl7tE7+jnsjlzC8Kg7wTothNYAshavK0QlfGzf38xLyaSgQgqYk8F3a0JX5kMofAvdXwbuGuS45xKguECZY94DJVUao3uBQjMpmkC4XrMtEeGkb1iSfuuJnfeEG3ENLfJMu8nszhFWxaOxuNSOAuVaue+RMDrduaeQNhpQcQ/i/Zp1diVBJ76R2vvV+k1rUEcekYdgsXH4SNJrd+ztQUW5+wE8lOh6PTy70un0blkYT8RuiedJF4FwcNfCUzluyZ0jB8ybjaVgooROj5K5n4FHdXqmxZPg1dfxGigl4TsPbn9R1qcHlXvhoTPGDq3BWpW2HQ8xfGT3wMaePZ/mLrhHfuCI8eiWj/bt/Gy/sEWVrLN2BfpbwFg12ELngoWPo6eyfAXy5udwd1ezPLuHzdo70ocwAOE/HOP5AQRQFkvdz/J9e981mee890PnJ4T3awGB6wbWpWV/Vw0NCb/iek04YHt0IIMNOze2v/7L8vE4jNvbP0HHJzoh4KbIwe9t76s0QaUAACAASURBVGpwnisZD4EICbrdDVcto6ENJkKyDXLTfFKSC8TmxWojAq28s+YUXairTOJrFy3jrj2/7rNvlPTm0e6LoaiCwNLkmcygyFCs2/MgsWv70sJ5TtfuKtZ8ePtzImInm4jI8bZVTyBkQopChjtQo0GrlxbsI7ifRlFXsYBhAFgMNN8LtNVluXBQELgFE2ZAMvcKG3/78rmSjUgQJmE4RODmLefSoiIMFYRu2c8lvlmKQmaRXbQaSF7WhnZBWyH4NDkqzMZBE7InUJvCIks1kcvWNWnDhyCGRO0EHIQuyM9ZGMv1pyCSc7NHMEAn6rzRUjm9Bhbh6NLeJwY0XPjaiwtJQOSNgXnuDe0Gw4QoSBcSLwaV9zPAJeZ2c/i4QpoUEVkiAGUgtIKr7SLqSnt+Xnkt/2Wwv9zsufMC5GXQhjwoju7iQuYtu5n1xyDhoVvCWiyrj3lvU58/x/YEyRthLyIiMV2DqUQxr3IxgslATq7bhGljiPGBIIwJxuG+K74waXNBv52nhDecbb6hLqzEnNN5lIlUEG9KSGUlBEZLOLVyMyu/fg5CO6v9xHQzMJ1HPVnh/amHJMQLK++ZRmtqbMY5lsDki9XZRqstKdYC8kXiMyiw0DeBEpCtrlbgOid2nVByMTtezbZWask7ITRKSfvZUpaxvT+TGNCqxH4OlYgyFAb82Uirks0zm3Qw+B1et0ptQbrQzyaHiZDAeceOLa5DIiUYInDHIxjQTRrr6hrNhHiMucv7zmcYrSaS41nP3rBE3HgHVVXyRhotB0HDnKOPB4MzE7cdlAf3OYV4AJPfOe5V7+Kh5BCG4GupY88ENJoNJGvaNYWJJ/H4vN7CD6XA/WXipeRwdgGYTBf5lSSe95qHv5qrAzD3xKPP/qsiIrLzwnaS/GylyfFww4433mOuLV6eKYSMh/oOoCJMmed8+4as2nZdXK2By2Fs5dxQ/CIIJN+w98AjBAc+C4RuWWle7Lv4HeEyHotc5GkUues2ogDDQoeB50BoPMmp8FbrfJPofu3o6zpHmXjRJ4cHuxzB4NgV4rivEyZMKdbuusIkuY4xyeV488cDp+5Hbw34HPlftZBilfDcv60FMxrUMXHhmtpbTLRLq/DXUjdIRKQoVfi5l/G6eBRhJBkdzEngR8GFcEeuu43BC00OyG+kQWWK1477N6VDszJ2aT8GR/EDDsF3fxhj/gcR+RkROSmK4jP43YaI/E0RuSMij0XkzxZFMTDG/Dsi8vMiYkRkLCL/UVEUv1f6LF9EviIiL4qi+Jnv+hzqMnRpqhPVULebGbahMkXqkgZ12wNRhlXL+VgVfjLi24kF5kK0Wji1C7YU+TkIhFJUVvK4LR4DIFRpqBZ08pqVItt59NvO5h2LVTt6bN+PpGTn/F3FtXdP7ebPKjQDbyYnadTWoJqdAh7dhf3uJGhoFS+kFCAXFKpEtNqSYONUN2O0Sb0CGG/8Pm329H6zmsR7pMTELLnq5IluQl7a5HrzqtvhCYjMuye2usLKhZeudCNgOz6r6Uc3k4kGirEAW4/kiM9u0XLBiY/PHu/ZpIYEzGB6qQ6+XCzUJRKbyPq5fYZ52NCqqbqngg+h48ULddGkHCSrLcO+TSp7s2NXjUKyEM1dECEi4iFQbU6OxQMmWKUG8XlMMPx0IQ0PAZGpjgsqjMSLgUtUEGAR+2mWteCg1LUYxVuVzwlQFfWyRMmea6j2ehwPGM/ecqY8D47J03W48YJU7eepZMTm43MYAF727Oc38VwTv6GBLROD7tL+uwCBsj0/12dBBS4mGuwomTxT9TH+jok6X8uANPd8vadMBBjMMgBchW0pkFZd/sifsuf19/+GfT/UhqQoVDGFCkbUbu9cPtN7KmIVdoZdG0hSSY0wASayIpYcLeLkesdI7gX/rk8PtFq8iQLECt0NuobTXVfy3AUyeA40d6SbbR61ZNZGN5XzENV7zqEgXWiCMupBKQaBbROdwSBb6rjnWKx3rzycd9LoqiJM6xlIjFjPWLn20qWeq8rSklxJRTTjia9wOkA6ZiCRYrzEzyEusVqJzz2mVu0Ny072CKI3YNpEV2kVfohiCajGhftVgA/EOcZERjzPcb8wrigXSjJwHsZy9JmfFhEnWHDt/q/ZvzER8ny9l2HqxrCISzBWUUf5L+w8edftdzX2oMzFve30hYx3bUJITs5sC52kG3b89scvXJWZ3RfAAD0ksF63r10MErSVUwaTzZTO6SsH0SHJv481uMC1mVZbvB7kPCF1SvEHCjXkxtf9LUFSb2pwa0ppd5N3HFGbEFJKdqrD/NzdZ8xHdol0L5RS9wb3QM3QbkGuFclD2l7TzikJ4HOoIXF9jJYjKZr2OhdNG7+wYOjdQoB/eaZJDA1BZyhA8oiWI90/Dvet6AX3Xcpjs5M0x/MVcWp3HtbDEOtmYTzlan2sjh90CL6n438Ua7f8P5d+95dE5O8XRfELxpi/hJ9/XkQeiciPIzn4aRH5RRH5Qul9/4mIvCMivX+qM8qcmoB3js2rjj3vb0vAjYBtsdoGI8lKDBfcg0fVv9GtcDZxlWNMnrMd29LbGEOtaOU0vrVTgeCerbyd920loGh1XZvPr1aEKJ/mrW07V2UqnlArH5OR8IjcD3US6+RF4MgKv0hPBh27CbZCGwSouREWuPm1e6rmwcBWpUqxSTLojM5faPWD8APiyLV6vHNPus+/6e6LiISQkpzcsRXg/vkDXZx5bKNKpZAYLtaTkVatieUtNLCyG/XayXu66CVQ3SGZjgoNrcFzxYhrC5pOt7zni5kYvH62WfWc4LOmaks8PXNqNsB0T5F0tOHWayVY4VCJzgqlFelUm/mRDFr2GfWM3ZADBEZcZCnxuuzuSOvkYeW++bndZMe3bLUrXo1chwCVdwa2VIloBrEmHVrRJ+SO2FlsYIXna8DIoz2tqheZItNAWRNE3BOToIrth9IcI/DH5t9oQrMdEJM4iGUW9ir3id24zXOQPeG7MLz2Kd0MTW2eh+i4+Mlcf7dO6AaSU1XeMJ7EQ0BUMC5WrK7zHnljvV4GrRyfrCRnSBDCdK7JDJ3EU8BaUhIfz84kQEDE+RyxMspEGGMyPjuUOAN8EGsToYaEhvmzkaoxNTDnmk2sjzi8dCWLHiq3mGNxYp9jZ/pB5bXj62+6IPGSkoPo9iHQ8tOFGkaSR7GA0liIJCBI5qpKRBgd1xKuVakfOZ8HBGHsEjJRm8RIBldjHV8RYUm4XoomSCOWDBVqdpVCBKiEdkieOTU3KsOwqjuq/ry6/Snna8FuFa5BVYdWC1V+WgISyCSGCW3uhxI0ISNJYjDGEANBJfx6vgbw7FL14LieNODInC61K0oFKFaNqSI1aF/XZJYFjjaKRSnWiJUfSw/rRIrPDhOM28d2rSHOPNje0qT06Jrt9u2c2cSpXOxS5TpyElCl1z27EbsuF7k4GMshqu50Wc8bTVetRjGgUMduuKFfDnT/8alutm/H0CLGHMlXTqEPyRCVvrozyIUyGPZDMSiKKaaecQb3jjTRjtMEXiSd2QeVayqCwMF0LgBRBjdHeQzg//nGiMG6Rbf3bmrjjLrvkYiIwbpDaVLDe5tnCtVaYq/iPOLaFywmWpjiwe59jPWIiUFjcnYlcOb4Z0fDSOGgaLXi5Ef2+JCdij+s4w+UVGyMuSMif6fUIXhPRH6iKIpDY8yeiPyDoijeqL1nXUS+WRTFDfy8LyL/k1hr5v/0u+0QPHj4sKC8FVn23tP7SgRd1YyUeHiNSAPFutOunmNJiegKmQmtt6DXFY94QRIdWT0tay6L2AmIxXh5325MJI7VCVvVk60NyDzXNm1Eg6w2TX6qUoYmCLUqpXAnng+Jl822Iw8xGYEE3Oq5TUKS0aTkRlojeNWcR8t/8+mCS9m/MpGWizICoLrjopQI1nViYp2o64WBs3enlB8JVOxy1MlTIleMkKTbV5wqgwq2cWnIJNdviqHONg+2jPnseY/DqGKoJSIVcpWI2HFScwHVccZn5JWIwnSZJXGV45jne358hTBGMqPhefqB28Tq96VOAhXRsZOeAN4ysveCzzfa33eqKiQV152LG7Ek+7bDQwlQ/W5KPj557Jy0a6Tn7zTO6kTrlx114rb5Tm3r+rgr/a5OwrsiwVoikusmWfvZeJ5Tk0HxYnr/sf5NRKT9qXuSv2IrcwwqNbihsQ9FEjpddy85ZsCp4pGs7WhFk8mWPiuuVXnmxheCaBrWrR2i2k61oBJMQ+qkVndz3Fzl2CsTvkVsR5djRCUaG9XXeP6V79Kf6zCQ0mtXe8Dz/751w9W1IY7V+Ku+7lQIuqa61qlyGeAxhCOK5zl5SxImORYJLWu1nTIYxwOgmQnkVb0scTAwGn9xfNXvUXkO1wUZygpi5Wcrol2+SsLCfYOBWl1Mosidyhm/C2OJ3joknPrtlix+9E/Yr0cwqAkaoJUyHTtjupqHRX4Ekv1ypSIcPOpkcz1KZGCuoXqUXJyDbcD9OAYb1YBXPP+qoMa0VtXmfhrFzgjuud3P+eyVhJtlV85Libk88vwKQT4bO/M/EZEGzlt+6Efd+CBKgf8SenvtjoQHSHyxtgiI0dpFPz/W8eRcrjFOSvNLFbMIoysJh3y7o6zAWL4meyG439wTRST+N3/uI1uC/9xbrxe/+r/8N9/Te/o/8lM/IBXXjt2iKCgbciQiuy95zV8QkTKz5L8WkZ8Tke4/6cONMf+BiPznIrL2sz/7s/LX/uK/LSIOi5icnMhqaAdc6xVAfS6Bs4MBUnJyKiEIO8QsusmMTHl311YVBLwEEckOa6z/ONZKnGLo+tXKh2IFJ5eqVEPzocY1GJKt22A2n5QWH5Kt2JKFDGY+ONf3+3vAfZMgrZKNwPBOnKqLavdjI2BFpjCeJGgxaheAHIKnqD4EvnRet5urEo4pyVf/ebXShUNVnRicUxmhyHVRCUaX1fvFTbfTLeFJUQmibBo6F6rZnWVuEUWCkaOyyaTJv/eG21S96iZbQDnJNBPt2nAxZKKXQUpO3v2W6ljr5kEnR7pJa0u1IQYEZEK+WL0uOxaz26IEdGpew626MXihCQCrNqxUjddtl4K8iHhwotfnA24wv2srdUyaTVE4MmVtcWcVJw8bDiIBOIAHGUef6hzkwtx6Xb0OWJmLj1AN5H1stp0ZoAYjdnzS/C0dT8QHblgNo4hbxRg33Z57bpyzd2y9gQRCDdKDwG1CnCMvU1Wqb1RM7nkYU3peNPGqSvldCSRErm6cZYMmBFgJICLJFGTiFrqHrbZcOTQ5YhcR82znhhQPbBU2v7DP2AeeOXvNdizDi8Mr0p10aCVW3F+MxZ/gmWNMr9//h/Zz6VK6Axfag6dSqIwjAo3eWvU6F3MXpJbGgf0bxl8jVpdTSiGTdMvOgUlWFbnZykHqCvHSYaQQNH4eAysGmPnnfkzCB5asq0ozxKBjzTF+oMEXg5y6gpkevXVZ7Fh4R/MRULB8Td/5XmjFm+sWxptH3LuIkq61gjyEozhV4nhvZ1MpIOfMAs4V8rOIG8scl1xDsZ+IMe7ZkHBMPxt0kVc37kn0HJVtKOHkIMGr1CaOYK0v8QDQxxa5XrVEMW45iBH+5XPgnpGvVs4MslcDDdQTF+M5PgCuz9yxxQdzCCJtkWugrkE6O3CAIPnjgSrXKQEdr51dg0cJujndd39LBCRdyoBTjc3v2M8rru2LOYPnBAtCnNf08PC8K8ktlaqCmjKdNxspN6XoAbpLk7A1eFBcHLr7o0k0IJkUwYibUmDscVwVWDfUT6IRu3vJuYH57m9A1hprjNdf0z1U12TKM1PBMIqkQDxlsIZ8LI5PYIfgD41UXBRFYYyprJ7GmH9RbELwY/iZHISvGmN+4rv4zF8UCzeSBw8fFgaQGFXQKAqV8VodAVd3A4EzoA5hEF7BevpQHtCNKk1VZpETlRNBg4lGLML2MbV1qUeOwIiYcf/8UDcJSpMG0LEuYGEve77CAQTBIZUQhC1V3xcPE5GBlFq5M1AgoSpZ6UZFQuICsoIKlwljiUcwvWK1gQFgwxHHDDe2fSQGuG9UytDFf7VwCzUC3QkUB+Kpa6v7qLyrxjKuMwE5Lw0a2sYcgkDYGdmNb4o2p+L6j5+K4F5QapZH4zrIh54vKQjj4QEgNayO3ERgdHYoQnMYJiOUCsRinyeJ28xqSYPCA4gbToYi4LGQk0AVKpV69Hy9X/wb4Qc0myr8UGEjTN6a5zZZa4+heZ2wUlpowkSb+2gGXD7UlNKgobhtwg0IETnescnkztk7MofLKbHsBtU7lb1lpfTiSDyoXbCtv6LrLxO/yUCiQ1Su6OSMcZ8DdpAniVZfF1DTUNEAfE40OnEVc1ZwCenY3HH3VOxYYuJEwy1C8JhgFcZoZyxoogJPTHdJmYjYej43wuCWuKf8exrEEgHKRIJukFU5F166UghN+OixfX+EAgCD/NlUTd5igVs2AkqzTuw/IFeTS1U/kUPg07EhB08tjEr6G268Q544HJ/p+YjYcZbWnLQD4Js9VKwTSCEWWSbRdayruO+8b+TSJI2OEqJV7YhJF4LXPG5LdAQhgGa108nk1xcH7VG+B0zk1gd27IRItC9339A5IfdtV2MJwjbncPjVX5eU3TOscUwa9Lo3NyRDIckF6Xa8ha9bXlEBCIa5PJcmYB/Te7Y4SBls7h1GRN2eZc3xykRE/LIcL9addMfOnwBrzOI6lHboeDsbaBKUwrODamndQ0vizZoddcpVwiuSG91zjKfQKAoXUHL2/FNWtGJt8Eiybfusp2t2T+zBrC3csGN8dQry/nQqF3t27q5f2udKAQUpiXyEx4/1/yIiJsKeOncJhlbTCU0Ep08TNey9RW/dcangXSEkUyPgzZ4/dYWC/Tv2vkGSd9C36+T24nev7GcJkoXWMdYuFm2Mp14RSmjGGPL27Dp+cPuLshdYgQ+PhSCuZ9gXsvaag6nhWQdrNdlSPPM8jJUHxnX75JYlIG+evuNez/2XhQ7yUZBcFllW8V4QEUk/+yUREYmOIa+9dUM7iQoPHuLeMuG4fkdERAabd6V/bu+PGq/F1YLGor+r8Mj88X35uByFfGQbGN/38WEnBMfGmL0SZEiBqsaYHxKR/15EfrooCmre/Qsi8q8ZY/6UiMQi0jPG/K9FUfzsP+mLisLoBsGNxm82JbmEzjYgOauhnYzU68+TRPJVtXVnHtmA2eldvyQzrEFhgo112woWUTdLwzYngrIIgVbR6kgCY7IFDNPMU6e/LmKrI1d8B+owiJJucfs1GwRk0HHXKssDW81J8lz8d60EWY4kpAndc12YssxVV3gvsGnQSyGfzV31aAMbCtVu+rv4XATZi5lb+LHptAaQVMTCcr71huyQHEfiKxaQRRuVyMJVlbjY8F5EgX3vvGu/uzMfi4friXCPl/g3HdgORHRtoZhwn5V8LJwkqZmNTKVEPepXowOyhLldnmWSwFjOQxCnBnbsiISuE8Jx5nTArXrIsqT9TT8Jfs6SCUVZu5mdEya7+geqbGFhzzL9HO/FCykfHNFRnjtITs2xcld+Cy82wuYvP087U00b0ASbLkHmRhrBGdhhhBF4Dc9dNb0PouSyWl0Ucd23+IXV2FeeDD/P86/o51O+V2EW6K6F43OXoKzb99BxtT0kAb+pvhQ611ilREIQLkYuCSGnBJtlE4k1A5KwGCrJnMICDIp9JGFZ2HTkzG07RyIkroSymI1t5aSQS1OA8MpxTI5OvrmnweHi8/+SvX+o0gqDjctzBwc4eIxbiWdf6jgEgkCKEEOq3NA1lQlLlimksHjypPo3jr8s0zUzQWLNKm1OiEmrKTmN6V4y7kVEsiStaMWLiKwnv1Z9Dc6v88E7Th1uGwniAWB/eK7Tx8/0HGl6la+q5xWcXWiSkC3wHOFf4MX3K+fptUWKM/usGk+sHGeOxJaBV3Z8qDA1YsLl+WP7WsLZoki7P6pOgyAuTgHZYtI0m2ig6OEZhxm7ciDdL2YaYCvso1VNuooo1gSO45PKe5svbLfjcu/TqvTWOQefDslNegmIjyrwFbLz6LftfzFn2/QlUBhtrsUiwrrCb1l1Nx5Fkrh98uSs8rdczdBwP31fnxXHSQjzRD7PbL6QxjbWK2D1fdz/nQhdnV5fi2wMAwOf0r/4zR5QB8FcPHTFJx/Ye5LMQKR9Zu9J77f+ocxqkF/uGdwjsuXK7QU1rwjGGUQ2LNb2pHWIBB9jZocEZN7b2VQKGv0xUbllk2ePnfAgVBnby12b3IYoWpgte7/C4anrzuK7nr/2kyIicuPJb9jPQwGxZx66GAJE70u43NPB3U9mkqzZNS5qV+Oej+5hfqAy9M/g+CUR+fdE5Bfw798WETHG3BKRvyUi/25RFO/zxUVRfFlEvozX/ISI/GffTTKg71dtc4fVIxSnKG06IiIeXQJnU53YcshEoGZYFASKZSUm27tmN+Qc1VD54JuSDQArQvDMBTdHMLyALn/z935VN8fOLbTdaxhJMd5V4yoGbtg0s7HD82sLjy3VK/jcGlFaxG0obEcuStUIVhBRTUpx3cYYh29sVDXMPUBFmBBJyZ1UlTy4cUETezNLHGyELWwkCO38kd4LyqWR6EhSZjyz30UCqlnO1cRldmgX+2xJ8mhTPy8+x7NmwoLrDZG0SbJynhNo+5rIvia+bSt2q8NDCXi/mSCiy5HD9ZQbfj4Zq9FWQWx8mVOCg5Aq4pAVu8lKmPEq/xcpYT/ZDi7Bsuiayu/Uz2fynGXu+XOsEOLAn4vcVYIoV8cqIxfJdcyzKFYDLNXvZrcEgWq+tu26X+ywEDrBa8oLB3vbdcoV5fsWnr0Q79Q+6+SmVSBi9d/xd7ARdjecOhN4C8EcHSAE2dPWtvQWNthZbNk1QY3AUPUvPN9phTPBwWnN0XEbQ6JVxCkO0aE4bVJ6zwY/G9Pn2v1KTux4ZdEi6sO3YrXUc1XVEtxTP6Q7MqWAdyV+bA2imk/s0moIH0FhYnnvNfEhBUi1NE1yCLeJYkmBZyfsTSFufA/mRzaba1AZwSmdY1JxxOVxpnApJBiADRQHT925EqtPB/AyZplr27fjG5Sx4wxOwLXwyaHB2hp/4Yv6UlMTniCMpHhy32HWd+GtwsrrEFA3Voj3bincL9u0lXRDFR3ek7c+5zpOWPvCyyN3fSJiTg8lw/316eCusCV7nRk7xu2ewvMI86Or96xnz6Fzel+7yYR28vj/2HvXWNuy9Drom+u13+f9uue+69HV3e7qdtuWO5jYOASCggSRgoIEQhEoEUICISQwP0Ai8A8EEooigWJQJEACEiLFscAijgOO7Xabbne7m3rXvXWf597zPmfvs/c++7Eekx9zjG+utfa51dXtbndVUUu6Ovfss/faa8015ze/x/jGOH7tl0XEidvxWZN6m/P/fNdl+leO3tN7n6657HfjXedEp4AMMaCyaSqT7Zcq39WaIlnEZ2StElck77lKCmE3nDvRyrI0oHORHaMS3qqqEbO6Y1otfRYLomWATc4+uL8A9QrWwSpHKGN3RYJ6LyCfOSsXHKNmR+2qVp667jl2P+fuv5hMfGW5XoECTNjaQu10euaefQRfIqztM+3jhwpvCqDFoIc20Ge6nogusG9CtJVjHIXKirWGYDJfd+txBKrY3mSo38HEzc6xIy4wpD1mAixpevIMBIE90GuzMm7DUFJUNxZ6jT7Ox2cBwUc/jDH/i4j8sohsGGP2ROSviQsE/o4x5q+IyGMR+Zfx9v9ERNZF5L+Bg5j9KJovmJkjHCgS8Q11xHaDP1o4OVe3ZL7kNvBEcc1VZhARX7Ievfan3VcAsqKMF69+SUIqB9LYADPO87OxyiytSLxcLRs27rroXLGfea6NP+XeA3d+0M6lc82uqIFlMENcKBr4iu41LQNzYsekq6QY0/INWTp1Bts8cGVHMvVoxjSOpVivipIQZtB4AhEU3agDMYBPMZOrTaSs4hztyYKqL54fzyuzqWaHmzUxI/KARwXgB2GkvQOa+YMTFq9gbOdTEbDTCBwhak7EqokQaL9CTiw2AoMZMLMmDCWkYAzHndjulzDPgBsNeksyf+lLlTEghzP1IVbf/7o6Tf0vO1E0akacLLkK0ProiWdsYiMbHQXMi4yMWM8eaFCao5dEMKYU0Yqy6YJgFx15xfsa453pp67ipAxOCLRjOn5b13WtqLAczmsJJUvnMr7m7rn9/zpWLWbDywfhSIRNaWWgppQr4pmp6KApzzygUkXUUHYo3hd7LpYg3rM67vuNDXANVr3I7y5JV7pkNoFuAAP0CJje5RyN+I2eZvbPQQO5OnRzJ6LeQTZV5o/5GFSkUGXVCuGNz+mcoRPWOnBOv4VzYuCQNId974zXMsAM1BsiXjwQQUwDY0OoWnKyp1WX0ZYLXprMtjNAAIlCo9vza55Vq9ednSzgXAd55iFpyDpr9QT9AfbVL3sHdNU5Uu0ZHCNkrEedLVmGBgkZecgyNGgAPpij0b3IlDkr+SM3z3iYElyMzo4FTz37ZIjHN52uh4ZiDKkmrY3SFDe7HEqOqiP3o5z0wqS9zDIpUGEg21bedvuUVqiMkQz9b/MTN6dVDRnwDH8zgcK5lBUOe9fSIfQqslTyMxAMUJcF8NKtB6wEhhpk0L6yorV85vaFtLMqyYULXFl5ysaYr3j2jV1WC41PCvC6MH6a8FheLcFsUD3bcs8hfeKqTfEXX5cCGfzgyw4Wwz7BgM+F9ldEQiZRSG7A7x75SjT3iJiV4RrTlLGFJqb47PMVt741MGbi62hfYbOsmAZcgwgCos0dvb6g3qiNw4ShSAFaYsCvaF/TE0Dd0FcVtjoSNGD/mFRhUpFQsPUdT8eKaya0M0OfnaSZBF3OS6xP2AIKLkoQelHUc/QWHiGzz2AVatU2TjwdOaGwpNVGADNvr3oUwSfFOGHDvwAAIABJREFUyTYeovdpOn5sAYG19l95wZ/+7BXv/asi8le/z/l+W0R++we5BlV7xGS1s6lmnblIgv1H7nc43razpNABinIplzEWSNFo6yZIpVzljqfz0z/yWgXYAFR9FRvhZc8ZheX+kUSbwMcfI4sNqI9JADeKYzEst9eZZsjSIeKFRsB2U/SxibGBB871dGlbA5IZOImbxFJjATeaF1r6K+AY0QlmNrqYTiXYB7bwrhMLusT52glKlgi6TJ5qIKZc02ygBA943D/yLDS8Jzgr2jzYXlL+dfKmk+aQG45qSbR7mi1qrrvPtF91Dg1xwLa74mnrsFlQyVQl3Uuc7SGbpFHpMYfOEbRp6ufIlnOk6OwY4ks7PgiJatAoboQUQxNrdXxWnrsMjCXdGwKCIE81gFD4FK6BWFelRe0u6SZI2IGqZVKA7goIjNJTkuu7vaR41Zg9CcgGhl00OKM6FoahnN9yDMI74KlnppkQIhkOpHPwpDIWEZyA+SMvQsaeDSE+mxs8A5iVzRL9IITJ+NzwM4TSZ9juaLBmwT3ehGjbcAcl7Yt9ze5y7l2C7vIy4jqw0mk8ct9RY3ahqm4buPU4iHTtr0NcjU6hUvDZQo6uOwrY5YaDvkSEo8CZSI4eK1+6Cn+xmRoZUkvYwa3PqcK6OrHnVSdWbrwsAZIXTIIYwAcTVnGaHcU6qwq6Nu5Dh4H9S6ORf1afgzryE8BaSuwtqvOC9V3vI5F2V1IKTlE/AHocnKPRbOSdZoxBg7BJ9q40fWMuIVXMuE4OWc109rH9vW9JALibVoaZ/NA+BquNl1rdK7O3iUiBeWZabc3oB2RwIq01jzxTR3S06QIf2mZdw4NzdQrrlUVzirkO4bJgMvSZbcA/VIQM9zDZfkka/X/kxgTBd/HQOWXRinMag40tEYyhsk9hXwl5D0uFQimpQUJSjumxq0jN+iDyuLYhyQD7G6B8xY4LjNXZLgopjqH1ccnKBc6PMb78xtd1/0no9N68435yfy/Dc5mUYU8fHW/q3HTb+l1kMuMeyCx2WT1b+waBidf9aRdigY/ekwzVHBJXcIx1Tg37Pmjh9WBvtqQHjptaxdFEzqkbP1uH0HV62nAvaCgnxLZz4mxNMPfJHtU3gB/ESl52eqpQWjqHAexZzMbjzpJfu5hzPAzmmSpGr1/THjSF39bY74ow1jEkAcnH/bCfQYY+eYc20DLjkPkyNVmCzEtgIUl92Y4lLYWuDJFtpAORNCVERiKMkc1bdwuDpVkxgRrPiOeuqfoxKyiXQ2XFYaZCVR6ZaS1lzdUY1LJwFRovQnHIasD3kq3AhDo+LQgB1fmfo9lIMjCIMANgybxEWIr1UA464Z2TR+4S4FyzsmGyVM+t2WaFbWDDKnJvzHmfTTa9IVuTziUFfILNyErhB9y2KjLmqacxBcXs+B23UTW2IOSyvO2VXoHLpXNDpydYWvFwBTJJHQAnXaYnZImf84DZGo4Rs9gmUHyvNkxibM63HK5z8/CJDxYAAWCAwRJt1uhqIGBqZX1mZPT1pOnboIhNJkc3WKSou+DuAUEWcb7ERU/HEtWgVSx7sz+DcKzWxoaKyNG5rjRKiogkiY6tZgqV7hDZuNlcG0BbzGohsIjReBpkqSQXVTiGBm2A/5XVTj0uHb0lcMbofJos1UCAtmAJfPjkNjG2UFausEYj2BmAbQVjaopMHdIxBL96IzS/FxQ9HMvOu85Rm6EikKCSxQqBDM5kcsNRfrYtHGQ09odMDuD5RIdP1BbQGeR6ICzRvP1HUjBYAFVkRtYViPiZONakQIV+k2MpPntZpJmIQaM1dVoYCF8BVVRtAoNqYRnig/voQrQsYLIAr4eXA+8EKv2ln6ciIgErUibQLHbKBE6NWjRoNrSPZb7lKkZMLEWsFoqvsEWPXT9LvSJSIEsu1orZgEPKNYPnccmq2MF9hV50jxzWn6r01I8Jl1clYKCPYNtgj1D126avALEZmPuUHszaXxxp3wSP5Lrbw/K+11JQO0o7xvvEXMqbPQkJ+eK8GFare2UqUGaFeXBs2esT9I8lQPY8aCFQQeCqRAXTqcwRZCgtM9agqWdtZ1ORNcAX64EBNYmSpERbijVcc/ayRlfCJhMlbtyU6AHVOoXX2UKhS6RhZhJPn12zIUFSpfkm3FjhOOcnvvJEem6eZ1IlI0iGfTm884siIrLVBzSQcxwkCcFsoom0KMd+hyqYfez2kGhzQ9mACHvKEOgwsVA02mLw3BjcZqvQKGHSDmOdtlY02XGy4apmVJovIMwaz4aaGJE6VPrjfHxWIfhkHSpyhIUxPzuX9InLhDXX3eJLjlHqwoY6621J+57r/s+BTyxgeDVjYd8Tuek2CzpzahSYUT899sZlA5lMGP34GGwfOxj+wsp0Dw1YaDRtotchIMSpt6xQobrsOA9jrcf9kz1gQi5/bPD4ezIfadlQGzhZWiXUKghlQIXLJThUqFxE150xzJ7t+dLuO27cjGbyoVYKhcliNPSOKDLVC/zFeS5CPCjpzuAshmQhCUPpMeNFJ4DZFjocPG+c+D4FvMZmQTo0zcMHuqFkqHJQ4EaZI1od76SSPo1jSh78tBDfyItnJTjqHNjpzPdeEB6AoGjj6bcxJkakRsunYnTI2EWDYx/IESqU42cpuyviy+oiIpNrDmPPUq2KwE3Hnn4WEDeyF9kStIwZs/EtQI+++U03NAM49nC0GsMLFZpLETTHA7QJlTG53LyIp2WPQ4m7mg2cbD4NvwdoA6h/7dG+ctqrU3N0UBk/TQ4ML3yjK2BEvUeuqbvMq15g7cYTOMqoQBDyEJzu69yrs0+xkVlVbaNYA5xmnXaRDGQmUNYwOqt1bYd4OpUOHEeyoeSssB1ho2fD6PDCz4tpFSseobHWrm1pllfhf2QNIcvM5i1JjsAGpL1ZuC9AJTjm0VLPazlQqK4mACl5plSHzWE1c8trCMYDR4kqIjmoHbXKgbVnG20NlmnvCYtgBY4QtWg8EIOEQQz+9mRIqA+cxWZTzu7+vIj44O9g01U5ro+9AjhVg23NgSEsRU5Kza7QZ2BAxbFpEy6TZr63AufrYB8hflvy3K8R2h/C9BAoy717GAfj5zkuQZtSCfNqJOq0ztCgOzly87+xhkz14fGCzguD0uIDVBPab0oOR530znTWFTK0BdaiIPC9QhfIyDPjzXtqtfU+CUPkddI2FGmqwUxOp37vof5NxFdRTKMp+X0XtLGXT+0OaXLffVPPzT07pio01nmztM4tYFQxsuxkXGuCKcd0lyTidSF5lDKAYXB053O6t7BaQqYeDY6y1PcyYO8rrtAq4MFAgAcF1LivyEVfmoT2aH8YkmWsludnXmMpRH8kKuCZ0o4mPjnA+W9gj2o6LcneY9V22CGrmSYkfKXMEsHwCaId/axC8Ak7NNtJfJyIhGRtqTevwDi3Tn9X2WO0sbcmKGOtlek7DlKSgAmEmXjNovaWPa3cEzA8EMOL9yRPnaEq+mee/YJMA8AGspHNzCZeDp182JqtgYFLmtospBhNcgrTAOAakvN939SJDbQecISzsaweOpo6ZvgIYSL3frS+trgpcrOGsffNg7HPlCv7Du6p7DCPWBnwRt3dN53/SERqmUYal9gHMyIiMp1Iiuc/PXObLCsF3Zddk5RttDSLHt1zDXHcjHwT5IFuTKwQUPSNTms2m0vGRnL2WnBeQL+BQlv2bCwGmcjo4BG+o1rRskur3uEjRAd9HiGxwCYQCzrIYOjm7eCmoxrs9p9WxyjPNRPf+uC7IiJSgDKQjlbaWyupPQM/DydKS++ltdN57Djbx/h8awMY1Raqa52up7fdd+tAKy1zH8wZ8NRH5KunjsGeu4e425Fkw42XNkmz0ZR87O2OOqAhG0HrTagc241tMSfA/DOLTUeBDXdxQ0vrFsGROsqsFq5sanmcTYoLTa1ct42m70lQuFhNMCrzsLOMPQQjNzdbpPpttXUzioDftg/BHoakhVaxTKCZZA2WbrnMdIT+D3Ny4PHyWTXAzjG3kpM9fx8qrOV+zl7+invPu66PQcQHbYYwou2b1fsOI8nQZBtxLjN44DmShqeMBNRqsgG6XNLdpnPt6yAlZp3bnmsnkoFnMwHsjNUXnR87NxQffwlK5OtPHTOOPqMo1kZNLxQI2047gsbQ/OJCCqUmxfqZVquslYPvYWYYzDY2DNUO1lmV6tljm6bqOCpLGSshAaCUs7nuMe0bbkxmYEjTClBhRQJWdEvN/eKDU5vnXq+BTEnYw1IEWxOwsLV2NsUiAVfPyPN6C7mU8BYy0qzWokqlAczJmQYmbLI1oLc1mjQC0Qb3IBHfvM55fOb/VtS1DpZpU8/1fPX9kfDLNggxNDGwsikG156h34O9BOEyeuhKlRJCySzshdKQRrHXliCT3HX3uQarQ1yLvRWFNqti9LDKwCQr6zpviTcwqNYyiTE7OlHq8zqbIT9TTKdSx/rTV+Lz4HyzWS4SYbxnZEzCPKE/VOR6vuxBNaj5+B7mM9rRT9pRgHkmgXGOplNhfM0FkN90mScu8mA61ux1cAMZBWbWCJeZzXy2BhuwYqapR9DriTTgEGQlh0BEUpQaFT+cptKiojCdX24WyCLYRsuzmTTJ9oIlWobYILuYAkdITLw9B0wDLDP58obHiANje7YMxy1zm3hnuK8QB/Leq64Bpdl7y2oICeHQ5iGKHHVdUBNPBupskqudjcIK78pSCeh0EbYDR2Z+x2Xvp611zZQPEzjV1o1NK3XGtXfiNvV5d13sWy54m124e788hQGGoeuJSHTH9RWQkWK6Tyl3957WzV2l0iT7C4OFdIBqRxB4aBeeDZlB6BgpG9XLX1ShJx7KYkSHd2VTYlDHxdTAQCY/u+aeVZZ0FO7ELP/yQ1QYmN1FZj6UkqOW+uyMOxHm4njgy/iEuhCCxM2xKCSm45h56j4RkclpaSzEObUdbqAo3Zta+dxmqXduahlJVfa0hTq5qgjKDRrBVtFekgC9CEqvR0xqjcnGhrHqZyg7B+FGrOyFkUinquqr3NyoFBRxUwo04iZDNy/Szmr1I3NPoUoWHzYrsrF/Frs12JqeSwu0qnRSVN0bQVZ2dirBdfSQnHuHUUSUDph6EyJeMbZ4jgZm0gQTMrS9q6JGzHpyPhByYlsd36uBtXuIXodr935bRERyisC9813N1BJCoJjlUr8M+7AKNGcSUkbbEI1yhb4kpFCk08uALIyleYSAjnYIPVvPdx0vxbUjsN501yTpk4YZ914bNxvGStbQq2HENTgZX6gzmMNZFWDEQ9IxgqkuuOb7Tw52nAjg9ftoaGbSpiQARrtNu6tED7bQPSoqNcyKiKQ33B7mKyF9KTAHzbyGgcf4p1FT2s/dPGM/SufABd/D1/6U+72/p+OcN90aofhWBIhhML7wGW48v+ipg58kxM2TqnppyWtMAIrKDDUJBqwJJGCQu40+rAS2+LTm4IqvCDABlkMLh4fdvasU1J0zZxs0KD2DknJh9TzMlDcOQYe9DijMbKJCYiqEqAQd0Felozsdi4BSNqqJYjJZVkQNCWJUFGFLOW9ZRRndeF265666FBCyBURCURM8K6JEk1rc87meOH/FBLrOtX9L1bIB8bx13Yufke1o5wbeC4d+MtYEiYcF43eyUvG5GuMrKAM3fjkb1AHps2GkzySowc0+zsdnFYJP0GElUCwwO97N8ZE6bNxklWeZnytyMR1E3VTKRbaBrDDRdORZDQw2jbpaaRiVPg8HCI2mzFgViOQja73QTUTMOrL2ZI65HCqrARf6bBNKtBT2mYw9bpabzazm+MFozbob2riWNtxiXr2AwQSlYpDNJSTPOcvx23fcbT5D1ePsSKnMLJuacMw7zlEjC47YQpvkKFU/2nbQle6hy1YWScszJTEgYMUCGZC8E6mCam/uHA32Y4QMMLAxJ8MTIVBCBZ5Y9s58Rp5ODgPFqF1tbipmcylmoBSEMVYjT4rSpa4aUT3IK16jRAzHF1otUBl5ZhvpDBsjFg5pQM59bPrcRJoMvqQE/arx888aGHMTeCgHM8B0hsmHf+kNMp1MhRDhuyfrtySN3PisHP3D6jhl1FDw64yCdcyks3pD6rxiNvXNdkE162JLJXJu1lTgVOE6YtlP972jx3EHrI7jaEBLGhw80evwRAONyvlmS1s6d7lJ25g0oS7j3ZwNdB1x7SUYyz6oGVsGc3TmK5XE8tIpbuVgE5le6DrX90KpeLTnbE4vDCXqH1feo4q5n3esK40PwJ+eZbrBa9aOlMtL3MQzSfbB8sGMY41a0UwnSlNKjPO1t/5B5b0hGZ16S5Kz0Z5VL/ZXkJ1kcKrMK1JzcFWFuMh17StZAumOkWy5vP1l6TyDEjPXBuyEQijI3Hb+3MNI01qFEYcpcsl6IJVgcz0Vynm986lCydj0qUepaVrEBd4hbPG1Z9+uvpdrcHlD4SJskGaWt8704n6pVpXY+JphnyrihqeRxb3Txkd4fdjeknbsAqnwBDASzCE6zuP12yrwSPtw0YV4JWl3W8syx7nb0O8Id10wFDUAuaWg43gsAapADJppxynGl4zPFkTsEux3AZ5ZPLiQjL12tGc14TrSrkbDM+li7CZg5GojA692e3fXJ3VqlXRtzm60NLjVXhA2izM5wqbb6UT9Ae4VCklD8iLhnnjFwSC4e/rQVygYEDA5yQo71nQ4m0gKHD/3PhKCqAp2FIth4MVkCqtOJd0RnedJdR+h82+iWNmFdB0w4GeVhPvK+ZG05y7wrCdCy1SzDIRDMPZ9dvxkjk9tQCBSyjrDYAbdrkSkntwBVg24WMVUD889Dp3GHcaGqpkynehrWpqHsZEynRrhD8xO4ghTdz0NZEil0ZTpftVAtF9GmR/NkNJqKUMKncwmM6/E6PfPvQgMDmX7IH4Vpej2wX0nYCMiMa+vhnPP13a0ysKxjB84PLg2R0WhBAgIkuf3K/fbPMDvdC6mlxJw8wf9aPeB40Ge3nJNks29d3wgwANjzU3xMlmS9cEjEfEsQ1TcvYBaJjOxjYMHWjYn3SgDgtYGmhm3r0mGykq0iiCGzZkl8aUMMCnij5mFpUJrPpn5BYUNJd1B+RusSuYM2a5G08NF4OwExE+yWjXqa6MZxbP4jKJSIEAmFjo7ffR9bD5zsKDGlI64UWgOGbCYAaTTn66vSAr9CDoDHGPThvN6ticFsj7ETDfWXHaxtQu2Cgj/NW/eEENVS2QS0x0wqVANt39yxTNHoy42p2g+92JP16FDwNI/8elZWupJwX2xUY/ZMkALsu6axA+vEHQSEYu+ndbBfc+GYthE6X6uPnF462xpXfs5dNOG07P6zMGp2CBqikz7dhI2iROeVaqUWWyKSpMLlqH2NjKxYHISESkIF8O6jt9wfRVFxgbf1LPGcNzIFc5G7hPfW6IVFcDZqE4cnR34dUyYBxlsyCgCdpjZ3r4X5oPwkQGLEauvduu6suMUZMfBeUKqos+nYpjZZvDMBmYEeMmkv5CdJOUmmylzkBoUUUPJC4g9zwkDJARlNpGIjp3axWozsCRNDyXbvYkxoYCgG3dSs/Yefkfn5/E1QPmmoHsdUZ29FPQiS0xI1AwU1a3L+54mE7aTZA0MgChMGJSw2YMd18i58hRQSKyHRnap+4YmJGB/2DDaPbynCQMqCi8N3XOMAJPJ20vSGiE5BvtMStD8AnBVOMPRjVuaWSYMMYZdTNgT0F3RNaIN0QwKWdkqrOpHBF1UwthkTsICPrv+qe8LQFWPDjfn+uT9ewpv4pHAB5guO0e1dfrEw1L1TZibhDaBRCRYXlGnegHzz0rG+jWJjuH80saV+2LEBc2s6CuMC2MzP/P2X0Sk1etKSPIOKtNrggk/53Nv81jJxn5nUNGYv/eurm9CYkOwCCq8VER1PMhYJtRxQtUlALRYWh31Peg7SC35Ywqr2i0MzD72hxH5rKn4k3YwW9DwG6jiLInvR9m8VeYrZ9aBRoUy6GzQvf2qQhM0UqcaMWARIpclMSRkedhoCgNHYxud+MbH6TkastD8HKP5uTg89HSXgJbYmqBJ2Osq/WPj7h331WiMZgOhHv1Tv9GRfYRZOBrX4bmnoGSQpA2U7K8oZcm4QPA3Lbcy6zi9FKHEPAMnfHfzHadGafNcs38q5kXnHM9x5+C7umlEpMREZnsdTYjcLGU+9awqZRaU8pE0vIgdG8fYX8HGtsuJ/5w25lEgyI1XejGSaNmzgoiIhG+5ZltthmTmejzU8wxe/zPuT99wSqaaxRdR2r/kPjK+HONSpj/GhkRnaYvZXtxTAsdLoliyfTevAmRak+5R5b7jMJQm/s8gmRlYHkV7SXoPXLbTnpO2EdkkzElijE2SaPWFR6NU0RIRt07gqKvjxw2Qc2k2V+YtL3SHjOgFoVYtz4ONMVGKXswl4pFNmknRgSjbA1CRomJBB9ksLUtAbYGGZ7gSESUhiI6eahadOiOk7OSzJjRDLsdi0WegjX7MxsHW2LihMJS4566PlSxSGEarq/q8poArtUn3x14AOLX28NA3mNIZg+Mi5ewgrwPB0AR9H40LZHm7KwvMNXVSAyVACA6UajKE8JFBUKLXd/hUbWfxxh+611BdqxANWB9AiIjYJ6AmRaASP3jTOxj8HHpBArCilAv7dqUKW0uHqKgSjnbR95A09pQQV47KZXC4VyIUwHfPqgJ4PTqxnWXN0G7f/113HtomQkxOD/w1I6iZLrlxah/hfkcXPlHFRBehfc1qwkSCSAP95YN3K58JT519XJ6OF5o7A6yZ2UuuJ6TR39dmz+aw6vRrgimbKRVy1kVlxVarTeruGaMBT1yjneYRTIbqBOv4E6KD9RT0B77CT6iWUnC3q2MSesd51HVjunr4yL1QStSp6GdNoZt6I41mR0KKOLLyz0CaUBra5KSphCS2xmJFWGgUPPF7Qi0Rp5Xe7pIG7X6+un2PfXBqZ+NExT6tUqSSehUV/DBW+Fr4FMm6uk7LbO4rJxslsVYRpRcXW2hlgXoIEYk71tArR0KK997WXpXglS+4jz90lTtV5W53PBRWqWY/7ofx8/pTdBhbEtv6NB33Pnhsd8GaED5yG/J8f1+maJwimw9x5Co9H4YVmjQRkZwNWjWWGpES9IgsBSUWBy0TEh+tTYFw7InhDQIVm+nfc5nW6aC6MExg/PmCqydi1IgkakIEBNnwpMcGzJpMehyVjAmd4CvK6PhcCOeJWQNWCPLJTOZ9bNpkEDLV69TxDIKFsbW10meZCi8CZpoCYlrtcF+CE9Q+rxSoOE8YKkRidozMIe6zCbn65OZNf15mm/l56i0MB/pdfJ4ZsjQMFKbHZyoiZWvQtIVndkV24ar3spoRRNXPa7Y8if3navh7zQKVMOh8jtNnwHPWgqMF2r4rDlN6jophpQNP5xXPLLl2zTtqNew/KwbE44uIJHuoguF8k3ecQzPeP5H0EtCXGl3iVdfFn3UF0vrv1c+bhd9VDOwFz8+ty+DKz3/Ywc/ocy2dn+uSP0dPD/G7G7feq16p2dRwrNoIyDHP84W5xubnDAxMJgx1XWsDP50lOBDnd35OVt/7vcp5Cog3ET7JrOHo/QdyeejWRjqpVSzDF897/3vwwr9d9dkX2cMXvV/EB1mEuBFOGHeant6Vn6n9LkWh84iBRGMNVZhScyY/y2Z4JnC4D0RwntLDQ4VvsSJJqElEoUMTSAbWNd1jAGusc+ibKFS7JbV1KmXHDe8hQYSh44bGVymsZ3PSYKRqA0XEKybX5w6Hi45zEEhw0wWaJLvQngJSwyZNreYJehF4kOghH45kegJo1bTKDqT2MmFTvXnxvsT3xpF+jtVfVZomjXQYLs4Drqt6c7cJdLzmh1Von1bwC+vV4fV01WdW2Qcwz7TXRRu58frKqiax6s/oShV6VooR3PC705MTubjvkp2EKi7uZX7N0RbXx7+4Yj/Xe6nb1JJ9Kq/363/9b39sU/Bf+dIX7W/+b//TD/SZnS/+3Ld/FIK7P87jU10h0GweIlFzdCSdOw7aw25/rRSUcKxcQAWi8RDZLTLF2KN9zz6D8i3LhmwmEms1+tbFS1wiD2QZpSgkgjHf+BkXRVOoTEpsKYqLnlbLmyzvy0Vf+fMZfRPjZ55BCAmZWBsnWuZmqZ1NpHROpkvb0t53DloG6jbNyLBRe6cpDWJh0SMR7lUFhsavO37kzpM3F2lBiYkkw8hs6qFaHFMwLV1uuzJ8c3ikjcrMYE5XXQaRZXhmtuLT51I8B1MNNmTlT2efQKMpOcaJ2FPCQFg5CHrLOi72uTOY8e5u5T6j5Z4EL6OxkuV9ZqyZacYcyHbvSkQdApawmdVlFnM69mVqZqwAQVKYwOVAn+MYMB7qQBAqwQ02GJ5pSbf9S/+U+w42P7PcnOeaTZyjXB7NSHEKrYLuspbEA2Dy51AR5aYbIZstjabMbzvYgoUKK3HDhD3FFycipA0kBzbmL52pZGNNwm007wXVjdliDZp07gM5VhHIf89qHdewMWJIObzGRnnMxbJDg89xfoS43wLqsyZPxRK7TnYQrE9lKkE1LF3d8fAiHMy4EsohtpDwzM2V2bsuGFp6xQWsUwS0UliZ/PJfFBGR3v67ej8iohzr5II3K6uedKDmwChssrDaH6CYaWT4qDLaHR14mBleG627ubiErLOq4f7sV2WJFSNCmvYfuffQVomI1J0FrJnJa64PovX2H0hKvn9UANmHYtuYr8OBQu60UgCbkm0Dy34Etq1OT1IQH9jfc70vea2ilXzpK96+1gkeuKaXfQCr4/WESqtujNsv33HX0B+UAnPYDyYonsAurS6rboGqXL+KbCpoIovxWB3/5BVXubOoeoV3HSwrLEFdVcmXLGc1HQh70fdJHZw3tLAXpLqUEgd9DYZFGKBkqXdkYTdSCJwRNsh+rPj2bV+Oh8BuAAAgAElEQVT5o72v7UF52BMD5rKipBMg4hWabWGl9xo0QxDIXn7xF9x3QcFam9DnU82yq7bM3dekfASHe57vH/tG+FNfddeDSsO0u+F7VVDxZLWDfR+GbEMiYhAcR8vIzuOZNzbcWp6/8hX/uRqnP7H28dm+1/ABPJJq2QrZpVMdRspap8KUsFHhRakaA9uWLQPuh6QAIXQ2TaWz6/7WuO72N8L+COmT6UQsoUw1BkZtUr7u1p4Mznwl8AaeGUlDOF/bPWVHNI8/KSxD8hNpKjbG/Psi8l+JyKa19sS4Dfevi8g/LyKXIvKvW2u/88Oe/1MdEChkCFHwfDAUAye/hUwOjWx4fV3fS3qy8IZbvOTepxNkGk1tlFK+dAYY5TIk+wx62KiYFWFpnSXbRkui28icEPus2GCUCG+9phSDzMRMt90CY+OjEZGA9JaAY2ggQPETNghZq3zd2jAcowpQELc9Vny65G+7H6C2DMmKlOcq8hYSk4xxzz7njGrzG7/hvjsIJABmkdnE4MYd9xk42WbnhlhALjQAgpFpP3AVn2J1S1p7gLGg1Nh5AnwijQyc9Gz3rpjHbgw8nR6oH5k1S+defp6GjVkkitiUsxgYy8vPOwXe9ptfd/e/sqoOVEZe+D1XmjVoEtfg4eipZFulyoSIRLWel3xpzYvjAWM+6jinuBm7+Xe6+RW5duzgRFRxZfMcGUGaBrjO4Zm/d8JaNtz5KA4VFKl+VzLwUvUipTL8bKKqmAmcQYUMseEaGbbg1ivO4RdRhgs2jbJRUaaX2sDMg4G6wniu3RIBPnj8kptX7WP09KgAT0uCU/TiYHPU3qBHb1TObyZjrwyqGT6wRoGVSWyhWGkGVSnYneJz4N9bPU/VSYex5lzP18B3HjYkLJwtono5m/sIecu6q1o5YUaSgQCrmmILVQsmsUDjntsDSHvLTThaXvXBNtdGDaZhZ1NNcJBjnQJgz15ycLbre9/w44w1t7TvbILS5dIhT2e+GkQbvHW98vt0/Za0yA6EngH2o/D14tYrGggoqxDGRkUe2x6SoUEVbjdHL0zIpI2IsjtpFYbUwUwOzKe+6shA3SIoLyctmH1l5ZTrm0kfQFfiaN+/RodUK4ywge2OBNDSUBgd7fc1JFlGF5K975Iyk7ccDjxehd4Czk/onBijz4T9TfUKRNDuaKV6su/2lSb3xBJVZ1SHg45d4G/xfE0Ue4Y9wFKJA6cmicIIe6dilsh+hGpfA3YWQVz0/HuSofdgoSH9quoe5kH7CAFZWgt+g7BU7UV1BE41q182Sz3cjWsEtiYChDHIU50PZMSJ6cgzqUIRz5JSsfYHsNKDORQNT5VgIyaRA5x+pZgu8hLtqddPESnpL7CqkyQeukgSDgbqZTFArF2ymzUQqFAngfSoIiJmFYrd6P/R5vDLie+drNltPTBv8v7As8M9QEDFvjxWufNcAiRPGQR+Eo4/adpRY8xNEflzIvKk9PKfF5FX8e9rIvLf4ucPdXy6AwKFezhnb3Y+VEjHxSPgS1k2fAO4tjhSp6leKgsTD8fhwiGut7DALCNizgd9X8olDhplNH5niE0oXF4RS4gDI26UWQnFCJ8+VDEQZkWazGTxM2Hos5sMRvgeOj2kAwtCdXZoMJPS3/iTTAWKt0bJk0Jq2XiyyKdNZ/ptKCaWIRXPqkJR8rjGKvDwiUKzFDNeg++Y4IG88Ah8iVdExBzs6703X3XO4eQ9t7HOwI8dT6cSslJE3CodGWI4k0QKsOUEzx+JiEj7sXPKylUTwidUe4JZRmwERanxi1k3dQJq9xCe7EtIJws/l607LzPLN6dve+cE2Ts6ygwmNEidzVQFVJ1XNpaD3jCYz3zFCJnveibscvOuYoq1IRcHM6782Xz6QLLXHN2iZrlK1J8iIiZpKvuGaaLZExhcE6FikM4UetA6/y33ec47zpd2R+lGuSG1iJfHpq1CSHnuS/x0XvGsYo5NGIqwxI/Px2w4xRHMppIy+GPFgY11uL6E62zuxeiCEoVr+R6iPBe5rFYR5qDLJW44iA5k6RoqYhnmGaF3NQiYvRho/wObMhm0sUqaX1xIQAejh6AeNuXG8f/sxqjTU/pfzoN6jxRVzE23KwXhSHBS7W2nfcC10zo/8docXHsMvukIHj736xiJBHK1G2VRm2i1gEw9dKxCdQ6xD6xuSeMAdMSYn/NDZHIBA20urej1XL7saFU7912Pg5T6jNgzVkAnQ2EerNBynZXoX9nAyfNE5YrxsBpMasN2qaIUb7nXRu+7e5gcIUt8D9W5EsTkRbA6/3fvXHM/mjxHMA27aEwJMsefNTVum+X+XLDt3a+4qs78D6qsSjbNJGBFGM8mQ7Acc++ZzxQWQweeDHztuy7rPN17LukZsPhkzEICQBWL2TCdNHS8K1AoEW83p1OlkmafXnjXPStSNifHT3w1G4cKhCIQ1T67Tlf76jRRSFuFeRPMpx4axXk6owga/L3BmUcg1FiLCP0svvqn3fkvjjXIoh2bQsyPiZ2i0ZYIgpst0IgLYWfc1898lWP2O1+v3K/Ce4viI8D03BwtQ50XDu7V5mrYX3vhlY/TYX4SFYL/WkT+QxH5+6XX/oKI/I/W4eL+wBizYoy5Zq3d/2G+4FMbEFgxuuCpDRB3nuvkTJa7V36usbWuiosqa89sG9g9wm5HMmRBUlIhkv+bjU+ttvLJW7Kh0BGiY6/CWw3fIInvptOvr4/H3igrvrdKcSdlx7zmVEgNW180eur4Tzsue0G6OTpuo81XJFly99nEgk1oVKkNcO99iZB9Ir0hHXkamQifKS7HC7AFxSKmHkqk0umvOuYhYknVcTOB1HHRerAnhtm86UTZH6ZQ8qSSps6FjTWFUlGISZupC889HdDJJxMLKj7Ei2YnJxIwY7jss5Iipew6KhHp6rZmzuvsLf5Dhf8bnNewnO0RcZtJBmekxoaiZ2MjYJaKDCkyRpEllMjpoIr4si/ZIXCdzNJ29t/3GX06CJhf+aTK2iK20Ox3Xmsu1ua5LJU65pmHUrs+uKfVgvy2C+zIfqEb+8qmZ3HC/Myg9Koqy88/0Osm/z3VxZXWF+OVddeUDYXjM0c5XyEs2Vyi0VnlOrghZ2s7lXsJp2OZUbOAzbpwYFihyrqrInCSImSQG8uAmWFs08uZBkysYtLZjGrr3KysenFCQF3s2DkDzFDb2Vwz+sOfcvC+3lu/W7knu7zuOccBLcypXcDKJ+YN2bhExAf3WDua9U0SFYbS12oVRpul/j6Ida7T0+a5F2ikE8xMKR142NDg4tQHG+x9gd3JJ3A+jw7UbnfYDM5Kbt9XCymqRNy9FxXElkrnMUkk3XKOLKtKnl3M4/rJ9U46Rx5qj+KhFM+gSQInrgnCCU2cVFSIa0wz9V6aUr+Ywvv4N1ZSZ3OtnGh/QLkKJNiXWFlAVfASfT/cP5mEi7ojCZn8AISJytraqCuiZA3MstOWsGcrarckBmxK+xMgNKd7BKt/p0c+ycP5MGPztbc1XrgNFXquy+lQP1vvmWEgbNjQj315cvtLkuy7hFl6BFIPjLHqwJQz69RaYWBwiApGYVXgTK+TzxF7ZMwGaRHvDyDQaB7jb2StO9n3jd6Ek5JMYgUQzXU/FxiY6VyibTGBrkvtKYTfotWAUrKGVTjeOxOkldfpD9QVzT/Gh/0I/Xa1Y8MY84el33/VWvurH+WDxpi/ICLPrLXfq/X5XReRp6Xf9/DaZwFB/VDmmIKNjkvS3MTmwOz8zTvuPdyMxkOJQKGlDU+kLkTpTEQkQYl4/rSaIaIhym5/QYY9h8HrDZ1xIOQnh/psSHGQyVgylHZ1A2QJmZzt/VPPLMOsLBuBsOFEo3OfTcfBDUaxoBelDCfO3Rq6zBAZS5oQ7+ke31dRk9mWG6fGOa4TGRhmVEREwi843nVi4QMaKIx/sL5V2qBgmFRBFowbw3PvBINytXjJ4WmLEnac2RgK7rBngGPCzde2OupohNi8c0Av2IAdrizLFP0JRz0Hw7rxzKmT2l1338HJvuKyLRw9lo7tER2bue834b3DWVJWKhzx5dBvrqSvqyu1GuP7YPhaQg0L70jSQdNMPrD5l2vOWSSUKJheSsHsNSlToSuhBj6dagaffQXkY6dgVHL4WMwc84zlaQRC4QWoO0vzkFUpBgbEITP7ObzzVek9A/yEc4UKpNg87GyuTERhH05TrwbTK9E3as8FoFALFY0g9JhYCuXgvBbBhLGFjgUxt0WIOQSGsOPVV2Xz1DlAMTPc+Pzlklv/7aFbT+ONO/oslNEL1Rhbov6Nz8Hhr04rYB6kxmwm6iSlm+4Zxyeg9dx235nieqP3/sg3m6IKoIFVv4R5xnd1TgDj4bpkpXHU1zElRCoaYp2Sj72N6xRR5hqD4I0c7Vy3dnVDM5q6vdHBwhw3l0PPNMNNEO/hvI0PHirMSfnWCeFAMEihsbyzpFUzCv1RRZfOa7i+WaFJdh+kI4RAO2l4OmL20hDeyAQOGdZGfQ0e6+quqlMTxX6dM4DC2sgjQGyyTPcY9tWENZgpKXKDg6cSsM+hVkXj+BXtJbWd5qGDcljMnYDZ+5UtsaTrxSUTLsZ9pLjzBV3XdPaV4waQoUq1ggJsrAyAbcgelSrHTFKg/0ETajhmzw/E3nPV5+Q6oGg1DRGOrZ1MfIIJjbSXX/gnRESk/c433D1MZz7Zxqw15tB4xQVqvcm7nmEJczIDREjpQ/F66/53JIP9I61tgebieBOVru2bvu8nZ2BBxh8EJatbYp4DosWAk5Uo9u2hQhWuLIvd6lWuPSf8j+tsMvbJHmpPYO3SfufDkU9Usmp5EyQGZC8aXXjRVc5/+is4VG+klKTkOteqH6rT2dYtpQOWmsr4x/Ww8kNBhk4+rKnYGPNbIrJzxZ/+YxH5j8TBhX6sx6c6IKDxpxsZLff8ZHzJNToKBX7ojK1uSIbNng2Amtnc8Q5pgMbZeAvNhYiMaehMNpelPlQGmW2GwYyZJaHTmKaSnrvNmY5UAC7y57/4l91XH7+hzYl0JsjXzes0o76eU3sFkMmJnmOjB1YyOjtQTug5ApTWCYxPSfyKDA2NAdVOnQEiztMYI/Ga20josA8+77KMKx84KlGP60+1YTZDQBXDmBpbw6qK+KwZ7jtDRrIIYklGCDqYqdLPATtb4uY3bzo+/osHUJ+Eg9XaAtxr55Ze+603HfVnOWMlAgPAjYUc5MjeKJ4yjnwmjYeye8AZYFk3z0U61R4JNjzyeQb9kwXHjM+GtIRJ3FfMv2by4Vx2jtHch0BBzk4kJ88z2bWwmfe33Xpozi+kiaCPjikpYhMGNa226isUbMJ+/lvV216Gk7a6ruuJlIrRM7d2CMfqDc493WtNj4DMLPlkIoaNklB75n0ySAr6xz4gRsDa7mMOIqNLeImNm15Nk4127Jdh4GkLjxvGtZMffrTqNsmtk7clIlaXmx/F0QTVONIyRk11MMYN0NJaNxd7Y2Q4i0zXd1Gj4CNzWOfuDZHPO2rIUGkgcS8Hbo6HbHItBexq+0CNHBGyk6Xe8ScUhwEKq1bDvkJ86pWeCFCpAo50sLntqYjZNA0OcxWM6h8pfI7n0wZ+rGm7uq146lkTtKXE92O9d9en3j4gSJi23Ni2L9x1sbdg0tvWhnv2WkxPq7znyQf3vW4Dq16ggeXzCJpN33OA8Rl+z/Uw0aFs3XT7QDafS3THJRloL7SaQN2R0YWHWNEZY3DEsTZGIhAWsMeKgcvZ539JRESWT1HBXF5Vm8s5rT0qIL0I0qmHfpF+lgEtAu20uSRZj9TRbp5OEnc9nZYboyKMpcnep4isddBr6TQrY5TsbOu80u8GPE8pO8PQE2nMUblDwzUhUyYIVBld+z3QwM/EUIDGfJMk3obCNjAQUMjaeSkLzzUCmF/v0Xf9ZwlHpBYMKZIZpMJ+x7OpVsWzgZs72mBNJEE6k9mGS+RRadvWyEKKnbZWogpU3djvkc8g0gYWwVazIcLxx3qgbpEG592eRwgMq/SxIUQes/5AfRGtDtE2s6cmSfS5FTtQ5KaqNyt51IxY3fDzCv7G8U3nE289dEm3cHbpk0T7j+QTcZgfPWTIWvvPXP1V5nURuSsirA7cEJHvGGN+XkSeiUi5GfEGXvuhjk91QKAlHQpbzT3HbnHPNWbREAXEzTdaHtsNqElMGAKx+q2WpwwliwyMQgwe/Mtrn5MEuGxuYsSFMhtEo1OMRxVMpoh3hG68+X/4+2Hpv6bwqTSmK5vKRRww0OGkpWIlNoh4/6Fm1NgGzQ2ZGcDZ6q6vCNSMVbRK/PFQnZGzaw47unaAbC+Ms2bzTvYUJhLZaoZZHbk4Ub0HVhrI6EJHIe32tBlTGXQo7ITzMyBK22u6sdv8aoq0Mu0lr4MlUGUkajY8jRuy7Bxb0gdmZ6deZwFzR5UcaxkZSRpycd2N19Iz50zEj9+VytFqq3OqjEEU/wFjT3xxovM8Y+WJSq8Ym5i6F7O5F2Ii1SzGqTdgpSvUZt9LNOS23/+We+/MZ3RDbOgxNoIZ9RrY80IccFH4IK9cchbxcJTNax4qUeMXJyY+SBItNRuMv+lWtUSk0/WsYWzCqzGVcHMysd/UuIZ1nSuuP/LzUvnm3fmXgIWvwLxY9ULDfO99t+HRCUriPV0rPX6mBicUEYUyZZiDpFstY3Ev1p2T2TtDoM9mw4uqgxttbit0zK8rz1Yk4myXYnh5D2CwUWhDq6WsX9w0NIAiiwjhXcTVi0hI1hbaD4X3WAmoqHpSq26zipPOJWb/T6PqgFea/0l9iD6uHqE5DG5wDd3jZ5rF1fkBezs+HurPF2GeSU1qy7SjrNo03N+WX3Lrfbrv5tJ8MJLi/cdXni9qvqf/5/lILcuehgiV4yL0zbF00ELM6dVvIolB+FOel/q6XJBQUNW4pA9Sb9I1FPkCs1FrcC51VeQOlb+ZTFre9r0bcDxzwpFoZ5EwyQd9ieB4MrFhCcOhjV5ZU2IG7cfA3xjEmTDU/juyAwXQWlmoNu3eEqHOD+c2Wf/otM7m2visB5IMquhb5D4gmFerOTwIf5I8V6gQKbkX4KCziTSf4fnX1i4z9OHlwOsQYAyVQpVibxiHoNUWYWIC60cDAX73yromSiyqgzwvNX+KeebpWFH1Or378yIisvYcxB1FoWuea9eSqQ22T0lXRkNf3Rg5e7bVh0/D5OfgzO118llT8ZXfY+0bIqJCUsaYRyLyc2AZ+nUR+XeMMf+ruGbiwQ/bPyDyEQMCY8wvisjvW2vz0ms/88ehN/qTOIiF5yZki8JHu8SzYRMzEDAJSgu36Fc73z3OsLy4qwsrguFsxYk6aFoSJDyAwQcDlY0tCY+Z3cVCI74OGX376L5i9Hkwgg9YRjw7UgejINSFolQwXvE+shFLa0rhp8wfay7ap+pvPDrzZU1sAEJRNDpnYajO0tqhKz3TeWWmMyY0Ks/k4LV/WkREdt52tH/S9gJiIiL2/MwbeRoMKnMii5BM+t5R40+WwqlaivM1zp9JqqxCyB7R4KmKcy7xFAZMNzNyLsOhuXbd09dtQ5X6oTPo5Y3KIlvKeabOTk3wRrJUlu7BYeT8pDNLatLNG74cf4SyNAxx7xJLzxiFWBAqpNAJBlvMpNtiQa9BM3UMSKOGjmX7AbJjzCCWS/+m6piRAaeYIzOJDSdZWfWZ3xrlJvs2pISbJj92QPYu0NtK3NCGy/wJmLPoXJJ28nK8oKXBzZCCQNqzUu63IUb2oxxX6bbUKPf0WY9quNogXPx8DeIn4uFlRa2hme6OTTNZeeCCNMIZFxr7efrBuUKGtMcHG721bAaeV9SK3XfAZtGpC4zaQY57hMBM6RyZfZyXrgVN3NoTxaOw/jtrvVUmxLOKY98zUPsOreJ0en5+MglSDzyzkd6n1DDZVIHOU9jAC29j64HBh2koJB1XvYkPsGeozkG+6Hirdk268Jr2l8FG5Rz/RqJBLY8MolD1OR+0Wz5Iq83tgCKZZX0KJqwm1aSPmVzKAkkD4XR4T2M28c8GCRtm9Hk0rkG9vD/wIp0qooZnhLVtRhcK09MeQMB6iwOIKiaJh76wfwH9HX4OweYU++oYW02GoKLLRt0088+aY4JkCuGOEsV+XTOYJHSU98IAtN31iceMz1Mq310cHfixZdDB5nc2Dh/seUISVqc5Jtj7G7du+utmUIV+ioAwKiahSvbb9yNWK9hBEvl1A8j06qFLVJlyNZIN8XT2mUxp16BCUaw9fCrmVxtHCQK/t/4gtvgnfPwkaEevOH5DHOXofXG0o//GH+dkH7VC8A9E5FvGmL9kreXO8d+LyM/8cb78x32EpDUsmGHoa+mO0ueNmw5+kN90HfliAgkBr2FzGYV8bLk5jxsV4D92HdAvUJqZ430d3NkqsJlsUCQkBKVo2z/XBhulbcTfIlYTdm+KQZZMM/mECTBzlGVe6fU+JMppFHiwohGEku66e6YaY/sMmT1WE3obmq0hjIQOwgyc0CKiTW0BYFfznguEWC1RFp08l+1v/B1cFxqPUTVhOTEQkRCldHJwM5MbIKuUd1a8EdaLAGVkEzh3GGeTpTq2K687phNuWBGcTTufeGEcQBsiBGLpuvt9HsaaeQ+fgCsZlRmtJqSpGvfpq25ppA2MLbDjDFSCgye6aXMs1EFmMJHNvXNPp55quNiwspUtDxvBQQx8tukCF2b87Qf3PLafmwOM2sWOgwz1zh55ykJSbB5jXpCa7/xUDLUmiB9H9jRIazR0JlDoEas2BWEM5OEOzML9Bdtwmp67QCgfXyqUIwTDDjfv8e0vi4hI5/1vadmdQVVZL0CkVJ3Lc7+BM0Av0VOKiEzXbiivuarDcs2VelZ4HyybF8AWD8HTT+hQmM0UpqT9MLiHeeyuN84m0jqHSjkCzTafB5ozw05bx53Bdwx6yogQIWZDS8woHL/6xmzaHW9DuNFzLNg431uRANnFdNf12zDQt3cclCXCnMjPznyWEXzkpFLV4HA69n1DnJ+sdEHxNh6eyvCam5etC5fY4Fznukg3rkuIquD8thuDBsZvRm0S0DI/v/U1ubaHnr53HFUvkwRrL7t5svELP6vjRQ2E8A0HO2OAFsSxGIwzG2mH7z9y1wXHcvlrgAovr2rGXQ86n8RkJ4myX3HPUa0D2s5m2zMs0WHG8yig/0KYjNhCKyH8DBnIKj0FdM5JdLBOWBeCkaipySFT6yOadVxV9LR1Q64fQmlam1ehV4Ks+/AdV6Vobq7pvFKSBZIZlBjzNCGEfZeVB1XrPfNBXYKqRrCzK5WD874oRMB/Tz5+BtECfH7j+q7ut0pXTdtJJiBbiMU4ax8MA4Mmk3fumc3bq9Lccc+8A4ebVKysToTXdr1DzKoqYLTULzHnR2KwpwaEG49gAxAQMCiMbt2W2a6r6DaOHrnzstmfidHhQKHRQYl5zl2gH2MNYAkBJOSXn4niBQpdtRdMLJUITwh7UugwK4B85iaQ/ktOe6T3j/+ufFKOP2naUf1ea++U/m9F5N/+UZ37owYE74nIfyki/9gY81estb8v8hMajY94WDHe6SE+Ngwlh7IhS208COsJhqeVLK57EdliRtrjkb5G7mzF3rIXYXDuewYaaN4j/ISwD9KVDc6VpzjdRwmO9IG4lsvNuxLP3edOV5yB2/ngdyv3ULSXlM+XLDcKtyE/O5ueO8uKOTfdauOZgZHI46bEk0Hl/hgVVxQJWUZWvDVw/TT6bPBK597phcFm1libKtO5G1/xzgkFkYg1LoLIp1x479hcgyKtjJvMJppdYRMlN3aVaL9xV/qbzqlZmwILDGMY33/Djw03AOImkclVVo401c2seeL+1qzh1Em1KXHDM3WgvEpWn+ymM+zRyTOf9SF/NzcoUheePveDwP4R/OTzZbBjAqNZKKql8rnmAfQTml1JwKJBDQUGAorzvByLodbEdeccygOHWY+X3AZN5qmK0ByOCFUqzfK2e36tMRhFo7w8gJM5mSr+Vtc1Ayc4+5Jnpcw2nIceuMHnNcjbwSNfDWq7sdi75Sj8qOvQ6O/7QKIm4Ha27p5Rkk9liVUWZnexvieJG4PWvFQZISQtcmPZHDlHkIHH+dItaVkXBBHLOzmu9rOUYTKXXZd9XUbwXabJFXFzktU8G9cykRC3C9odEWQyLasaHBtkCc1krHZUmU3YUM5MK6qS9vREBOarLLIk4quGttH21Us2DrOiSEKARlvHR4UCGbij/yYa97XBXjOb+NkEtSJ7OHYOvqvBR72eQjiQrG+pE66sQHA6LSEd3a4GAhzn1vZ65XysLpvx0Oup8KBTTjrYwbl3mpjAKQUC7oSFz7rSkeoo8Aw3wSAz0rVlFC6JfgjMX7FWe+sIGyQNNSGUeZjo2DEQzhLMAYgV7sw97GkK/ZNEXPWyvets/ezUVyE1KcBgkNz7dLbvvVmCjWAMOW9Z2To89jaclepak7dCN8+OJCAbGfdmogQ4JoO+QoYUroMgabQJrZ9pX5I+9tAaTTT7kgIEpq3LC58ooU7AZZUdK9+8rnY5h/4PWYEYhFy+/DPSfhfBKKtz+DwTcvRjokZLGicucXO56/ay9iMn8KZwxDJpBfbY+p4m+wfaC6RaQUg2cA8rltYlzCn8hj2stgYV4prNPTMeA36SX/D1PJeV976OS62x6H1MD/uToR39sR8fNSCw1tr/3Rjznoj8bWPM3xKRK2rnH7ODpXaWpNNUG0pTsKHEmzAEZBBq97QBLiTcgwuk1PDIsjudfl10bBrtLfkyHLMg/FuNJagYj1WFkdfXAKUcs+OtcE8X2doADhWrE8TrFc8Uw82AwDxFcyEzpjDIyfFTzRzEWgqEU4AMc+v4oeIstVESbALBKVhDwly/KwVEKpqWKBRFJDn1wmm2FJxVzsvFlTR1XNLrroIRQ3WScCwbhJrFOkXfQmsG1aGfpNoAACAASURBVM4cJVaU8Bsllp7JkVe6FBHp0CnOU1lmAzjVglkNwuaRnZ16PDuyMgK2FoXNZPkin/LAw4lExPG5izgmGoWLYIwpWnbwyP0+n5eoCTEmaFrPY1APnjxRnKsGGzTyODt7O1be+q7P3LJCg/nAhsS80fGbKiE5mA+KRV/d8AFiUAoMRbT3RUv2O9d1IyBdHykztT8jSbRRmPMtPnXws1lJXZrVM7KgSElArzx+5b81TrFx1ZhK7NKqZ3bBz+t7rtmQzo/JUs0CcmzpIC2N9vX+2b+i9gbnWz9xzhKd2DTpSADUJR1dPkcGssvDZyoYmCIbOKcYYOIpiAN8V3NSa1TFc2Xwmw1H6jw12LCKNUz17Ozs1M9PVqssAnSu/8B4R2ju15SISI4KQXDfBdPFdKbnU5pXMrPARsQne6V+Asy35SpPvw1CHZ/40jk7SksI56Tc4Ey+9XrQnKPB/Xj1Vdk6cf1NYS0hRJuQ3XtHIlag6Jwwq8rAKs18woYZX1BSs5+IjFhytO/Hqwbr0p6OMJT0rqNYjg9g2427z2zVPatwMlKCCCow02ml0i358LP2kuR03NHHRuHBWcPZn/bwwPde5N4xExHtIWuOT/z6xhzm+WZd6CQUuYRkdkPySMcS1XjCFE0Y+ioCx5bJH8DH7HRWpakWcX0AItowb/Nc6jSqyhLI6hdhhHFjgdZZ++vQz5AfHEoG6HCDewL2xN5DQDOTpg/EOF/5XOE4q8Bhd0nHktDJ8hiIOOeJldM4rUKBi56rjLTvfVsrfLSPMVmaLkAYQfXqgz0x0L5ooXGewSUrDnlnxfc5qLZPtRfPZr7/RJvo2WuBtWbmUw+tYtWKCROKdiJRsXTwrrcbuPdnm05Y8kYB2GPSVgbGK8XnPqbHT6pC8OM8PmpAYERErLX3jDG/JCJ/S0S+/GO7qh/VoRhJLzTGBj19C0uzzOSeHEhIURNmrRVnh0pBGCne27JplLhfOi1h5NU6NfvpJnv/pmMIIQ7YNpsaoPAImJVCdtZcnEmA748moCWkEWSmYzhSGExGpwsbVoyAQAOfVkfmYIpJHqBZCIv7yWt/XkREbt//zQoFo4iog6CY5SDwqpzIAmrQwew1Kcqirt+s6aARt8qNZ3ldrzF+DDViZrX5PBtt3aiWQOnaX3JYyqWxcwrIBiNFplz25HHnwWyQDUKFHfD+tNeECqsnJx5u1mKJt5b5E/HOOLLpyhbC8SKUejopcZfjM9fd81CeaxEdJzqJ7BMIGriXIPAwGPzUbA2OlXOv6MuNSfHkhN2suE23d/COr0oQRqK0nuSLn0oGeEH4toMLTOC8ZlhfNOzxsC/ZHUcbG0XA+YIxI8dnpG0loBgYceigyTWk9RXvrGp5GrCR+NE7er18poPX/kkREVl+CHEkPE+OzXjjrkSZW6tUxiV0Qqkj2z1lBWpeuvn0fA3UusiHrE/2fJ8N2YE6VECGUxeXaEzpTOAzx0uuwrIxeuTuZXqhjt4l+jKyGWlHfTP2HONPJ0xtDJv7WA2bzT1MjOuHAmVjMnsFEl4D5JFJD/Ry0NmRJPEZRj4rQh0AoaMmSz6eSLyCwJfUzaDGjQeY22Hks+F0kqKqEGGQTn3jJa+dSYsSbDJrQfGVPSq0zbCdVOzeefZtrVCwgZOBrMfwWz+WNapO7WfoLXml3ZoQnM6zp5hT7U7JeUJgeMsFUPGz+/oxBgKqUI/9JGq6NZN1VjSDz/mhY6AwwEx/r6uMD7pun1oeegISW0vKaAYXMMcijD11N47GyCVDSJgxWL0jq0PAnVj9wryYnVUb3Ju7W+po2xpTFYN500h0vjJrX7zvgjjt+Sod9d4ZtdskDGh3tIcgKJMFiGgPSzGb+94q9gkyecf1mqULop8SVBNyap+abe9PsJejpn8RDE5KAQacYCZe2Kg7Huo52T+h879ECMBxGN1yLlnz0iW+uB+XxUi1ZwMV9cEXXFV0+SmqCbbwdKPb2/qaiEiOPW3a2ZAe+g+JciANM+ciVczT5S1JLqtwrJsH3xQRkTlgZ0UQSjyETkn6yagQiMgPo0PwsT+MvapJ7qN80Jhb1ton3/+dP5njvQ+eWk48Zn2Hv/8NuTyqNpVRfZhY0jCJ9P882PzFhqWwmUgDG542el2htBequi829hpzjWYL8lyz13VlSB7GmKoTLrJgHCrvx+cTQDg0I8bPWFtpMipfjzYalV9D5oS0lZppLjcL1rKU/lpKmWsa+1E1AFKIQ54rJl8zWI3q+T7s0EqDNgUHMrr/SEREBk/cZha33PVsfBXY59t3PXyFmGk4TTmcprDTkRSN36zixMBkT0rqyyr9zmeC64hXlyvXqc6wyMJ8U7q3JPFNsISjtKpYYJulFVE3EfHNZMyS0TE92NfgiL0z8/2acrSUAi82vfH6uAnl+cKzGT8EfSzmBUWTouUlz1HNjRR0uWX1zQCc44RPMbPGa8kuJwpHUp5sZrOxkdrZTDdIihsRB67wD2a8jRcuVIeIUIWywBidrXqWl2MbBF6pVzd9Og41QaQsLW3IJYhcaSwk8xCf02+6TZrzLQHFYOfGtkRfdj0qppw1LY0Jx6EYj7VnhmOp84v45pMzSbZdxlebMslCxYbk+dxnv2t0nNp4jKppPujr9ZB2UStGcWncykxBcvU8W2D8qQvYlR3CGiZbP1ISM+P4UO338hDMSWgubq4t+e+s2XQ2dBZ57h1HvazammGz8dqq0o6qk0giBTy7vD/wsENeO9c7M9ZRrM9UxfrI9MIeLsJTyvZXm5LhTPNnYPz6gy3WLDb3HmMW9zVeJ+dJ+e/shzl2++0cSS4SDjRWetJ6xQX6TLRQUTjfdL/PuhvSesNBYakezOvifU6eH6qWDNdEfdxNGc7BYC+vOv1BXILxMIEBO60Ck90aLEvEV4SH1YAn2L6m/9feJwqN8tpBGyqyuNdznHiYKFyY/4Q8815au57/X6vutYCq/Hcvhoo5g/kwewYhtYuR7mFBvfG4fK+1PYtzUdd5ac8u6k3vvAY2U4ehpK+6JGnxf3tWxeVf+RsfW4/79ddft3/v1379B/rMq6+89O0P0yH4OBwfWiEwxvwN+XBo0L/7o72cH/HBDWfoGUZIu7b2s65EO3nkMpBU6guaDTV60XWXHZy85TKQXLhhu7XA+KCKlfw9jNSAh9gQivffrVxX2PXOdApeYFVQLqlOul+NqsBywWq2l1CWRuIdA1YToJCoUBVG+2enfiMnnIiZFDZzXY79xovMo4mc4aABMZOZd3YptsTvqlMqNprKKhQoVSHKwih3mou+VlkYSEW7wDASfhPFC5khdQTZVFkTpXO3fnUAZbsr2qSYnZ5Uz8Py6XTqS6mk9xtXhXcaG6uKc1dmFxhlVm48O49V4xnuoImaHM6sWiUNKcA5TiOao0GuiMBq8ugdP94lQZvyd9XZfdx9AoMK+tjyxm5qGFsNrq5QPeW4s/LGRsJ0hMBjeSgdssDURNb0HNOZzLD5c1OkKvgcDqUUha/IsGLU7lRPJDOvmIn1SVYtzfgtY26fHkn6isv2RxBHUoo/cN9Lu+tpepnN5b0zUGh1POyNmWU6oAiAzm78tIiIrD36ll77dMs5Rqomyrm5uuEpWNnXpKJJRsckhjNZYD7k3/1m5TykfTVBoM+Y5+PY0OHKp1NJMR/oVJIhSZWnAyNFgmBZ10S12TO/ROWy5AAw0OB6iDDXZTLRtR8AuqHVNTBCBcsrPkjDwfkm1yGW9Pypn59YB4T78SBzlZRZcxgcMXHSc+u9/fJthVvR3qvjTWHD8eWCk6rMQTXtiKDZ8MEfmWvqVVbxCZtyYkTE26H0pS9J9N53K+PEHpOEqr3QMgjWN9U5J32sBrCaJAi1h4YN0vydEFB7OfbBLQ/Cb0vVQ1uDfcYr1YSJh8OmJQVlOIOYk2RRa5/u6/pJkKEmi5sq5z7ZlxABXOuOqwyz2qVVBFbrJhMNZNnfxXlPXYPZ8wMNXnhfTTq0Je2NAAJuOp8uyNeP/bPG1CXi149CktYQcJQc5mgTvRZPnC+ibHjNpldpZjJR6WnBRIfrTjbWJOQeg4NK5Ax8bNmGcs+owf9MYKR5240pq2h8rvxsNuj7YIprH9cXrTv7qs9j96bYx2CF430xKAWzlKRzCd90vRJpnf71s+NP9Ph+kKGyzPJ/JiJ/7cd4LT/Sw4rRDVB0ESVquEfvOWxrBwYlxKKULJUcBmiORsnGDcCCyLLSaCgX/RwKhIIFEa/BwVrfVGNKtpwYBk7pJYGNzN57W/mF6VA1d+Egs6Fq+7pE53CayK2OZh91fvunPivJTZGcxMALa6a50xGB8Jey+EC0Ro8okmzDZW4iwAIM34OAIBuN1TmigbUIKBTCAghR1l11vQuymNEUcqPHDd0Ec/QFZMi2kC1I2h2PEVVVU1QVaGzYANXsSPYHf+T+rxRw6N1gI9mj99W5pGGbQcE0QtDWWFv3GaYCjhGzInAy5mcDdTQ0A8PKDJ1sPLtoddX3pLB0TIe7BLMIuniOyIJTbIbc3NLuLIw38aAUfqITavNc71kzYQjElJmou6bwqQAQBTqZsx002J0/V25vpe9F8EY+9yC61LHpEjKGzYcbPMemmM9lgsodIRwxhIfK1bkYFRqKARbarI5rmM78/1llIiyGz6rkIGnDOBtdVViMfONTiQ/RkKjQCcwBBDwmS/2cY6WA6xu/r41dxnP80lelfeTsTqNfhdeR7thMxpp5zEHh6sfUXUNvd1VatwBNhCM1A5yNMI0gcvO3sb4q8dccLIBQtOypu6fZia+Wtj8HRWHMA9oLrs+sP/BVA+LmmUXdBfUh1vDsyVMfjGItazCJ+Z/fflXCA2cLlJawTGXMo9aQqwwvIBUwaxuSwkZR7dRQxI/2F9eSbd1Spjf7Hdc4TvGsGOvczucS74KxhordC8JkDY9z33WBCddchGvP7sF5bDYVQ012JmXX6juHLVpf8/ML1b0cfQJBHw3+T+9JwQZcVBe55mbvQikbKrgSRT74o7NKFVxg9oN2xytPM7AmJSt7Gzo9T3sNuMgChbC1kq64fS0hqxwcybzOKR8E/hmrvkdVYV6KXOyGO585wRyk6CfWvyNHqNKERq+8Vr0HHnnug3ccWi233n6z4mDGNYpxPLtweqnBTHbq/ALfJwUWQULxhhd6n9q/swkbjfUU7t7w1UHqSnSrGhnmi1+VAHonyQ0EwG+9UXkPdWXC7W0/h5joI1sTK8alJCaTT5PXf9FdwqOH+tnpYyRJmehjhYWCbDdu+eAH4x/fvuPulxo9OIrnTxVFQJ0LEheoDszKugTcHx89lU/GYcRK8P3f9gk7PjQgsNb+D/y/MebfK//+xzkgrDAUt7tm1tqfM8b8JRH5T0XkCyLy89baP8R7/1kR+c/F6WfNReRXrLX/1w/0hdzUJtNShI2FiSoAxUEkDHUBaGmdmGIyRzSbvhRYhxcpLOiZhzSwEa7OFX5KnH+qpUAemiFidmP/qc8YUtyFGx7wqsX4Uh0iOk35IfCIzATQOZxOFW4w/7yrYjFTmoMFIH52X6LHwPBS1fGymn0L4tjTGRKXDi5+ZchgT8H+Aw81odAKMfoDYpWbqquQQw1Zx5qlxjxfhHvUcL8TiGq17n9HgyAa/cm5M5TJMzf+vUYiwYbqfrjTjpHhx8aQbG9qpomNs6y+KDxiPFFjrI2JFOshFR8d1NL9SAQHklkXONsmzdQJsGds4q4afZPOlGGDOFM/3/A6vq+YTn11g84N6VlRRYsO9sTwuRF2cs1tRo09zIXJ2DPX1OZ0NgOunLCPovAZRMyh4hDNrHiuRZrqM+LBStnlARr2Cqv3nCODvEDb1+uWOPeRkd6EyBcy4GHk17RWxLhOqRyLTS1f3ZIQTrRdwoZ+WNuwGk0PhdLqHNYYAwNsdp1n7+jmP4fqdoKGeXVamm2f3cUYphMyJwGqM0s9yw0x65iTGewIEx9BPBLzLcfgwflW71cyQSDzvb3Ke7TvqgSNyUD3GO84h234+i+LiEj3u//IXQPF6UriRpqQIENPB1Wxychj/WtZSk14zOc+g1nGZ4uIOUZ/UpFLjORH/3WncbJ84Bxk9nAQ+xzkqcff476YaWbPQ7i55ZmaahUxZaBZWpKLr/xZERHpfP3X3PkorDSufrYYj7XpVjHHrHDRpk7GvppNp4vEAqw22cLTYDcAw2IllYkK6tSMLryyOZINKsZVhgPx/ihCV0ociDinXQNWrJXxlgtqOgWavIfnkjBotlXbnp8gK37dJR0mj556e4FETg4uf+qtWGO0P4MZfa8V5CtlqiWDZEjx7EnlPouSfYro+LMSwvOUAs+6fkF4A0FuiY2H45+eoYLFvZ8wRLLsrW0otHYOqmBN9G2D9Ww60XlAylmtPhr8fPd7arvTR49ExFMHzw6rFdVi0Nc9zJ6j2ofr1X7HUoWMe1jzm7/pfofTnk9m0viFX3Lf8fu/4661Btk1aboAnWTPBp9VSJ9gMpHiJUcdLG+gnwu2KQQcy56d+Erz+JOhQ2BF/n/dVCzy4dChH+b4M9bacjj5poj8RRH5m7X3nYjIv2CtfW6M+ZI4TYTrH+kbaIBpeMVjRWkYmV1haVts4ctfcPiY0STsY/rwiTSuwYFElqyOw5yfnOnCMmQr4kZQxh/j52yAEhsWRO/zzmBmaMC0pVIary++C+cCmM3R0wPPoIMsUkws96uusVOb3TodbSyK3nDsKtxQQhr0PPfRPbJ/VKulY5lNZhLXlBvpfJkQGw0F3vJ8QVwthAHPJ37jUs5mOnoqIAbzmGeSboGBiKwJOGhcW8Zl6IpBX/tEdPxqWE130XC6WJGpiQdN954vGEYavxzZ7NlgJK2bzqnM9iGiQ6gPA4HAVyeiNTineC07rmZXTCPR0iyfA99jSo3u9uH96ntYYu9U8bXzwUg3KOLxbYk5S0TENNs651TAh5R0Y87xVCtF8++6TCsDp0bPzSkKNYVJ7MvHDBJIGYjPtF66I8W77h5Mmc5WfCN42EgkuYlSNoIj1SPA3Jk/e+bvmXAPhZ8huJmhYW51XallGawZ0r8iMAgvznwWi+PExloGAadHInBymV2nloI8q9IdZp0VRyUrImEb5yOBAc87m2pAp049YS0dN/+iVsPbEjowLWS62why8Owam2syB7TEYL627rgAbw6K47DXVUdK4T4KJ2zpTw18b0OzoqbEnKGR9fLoTBrLHg4g4jd/taUmqDREivggOn2CCsbjx9K4c8edh43k5PRH5SDbe6IB3cozVHwILaSDCo0YM+rrnsDAaXpetdu9TkdtLSEYC8HloC/dbzj8cIb+DOoQUI9j6WuOVz3ff66ObfyeY6xRfDu1JDCfRURC9mlorwTm8dqWEjIEHENUNQitKYsfklkmwJpVB40JmKNnJfYd7JNkgCv1fGmVF1lm1VPB6+naNV9RpFOPuUQYzuQEFYxO089XCi1yHdFJn050XLinZuy3oiPZSKR102XlU2S2GaTmNQXesNPWHho2FddZjPLZvATLg31GBlzt7GyqNlz7FLAfqAYRsvkminW88/sucKIdW/pTTvU3239W0sEBLTZhRRAby85OfYIRtvPi3Qe4Zrd2kmVy/GeKWtAqfg0+XJTgbIQ4a58Gzn95dCbTX3dze+Wnv+hOTaYkVgY3t7SRWvc1Zv3Jhofzhp225H/gAovkmrOrKextuIXqdP9M+49mg2qy4uN8fBoDgo/cVGyM+Y619kciRFaWXr7ib78tIv8BKwS1vxkRORWRa9baWf3v5ePdD/bsrQOHSyPN2MXv/b6M9p1zSmXKbArcZPTRyz+2sPr+etNnGDvD0lhqS3MNfQnYJK5qeBVxBmnwwBna8QmcpytUMXmY2ufL2PjmstvAl265gKV9G82jwHES02iLYuHz/J2Up2G3o5+rN9FNz8CRfnpRYlKwlfP56/VjWx8ndbxTT93Jo+4I0bE3YaB/41HUrq9s4Pm3/qMjnMc9j2tfA/vN2qqny4ShnDzeq5wvareUZcjjht19DT5w7x0fD/U+9DpqzzFQXPLi+NfHMWosxusfNrb+NfPC33u7a5XrSFkiL/cF1OZDvQoWJpFnuWD/BBxAnq+15b6neeumTB48ws2762jegNgb4Xa28MJ8VOTEd56/5SA26eVMkm6VPcnfIDa8NFu4ViYAuCFzLgRRuDCWdSVrEwQLz2ahyfVDjg/7TP25+TXt31u3VSt3Ac1Y7krjJfQOwJmk48BNl86+iWN1whSHXGsejZZ7imNWTQxWzBiolwTOFnpW1t13Fm85h/fkD9+W2XB65b0rHj8KdW1wvtd/L7LcZ4Jrf/Pn8+voRe+5ypby+srKxCJuzb3oGZfPX/8u3hcD4vZ6V+/hRUrFZUKL5rrbK9qvOfFE9roQepSNfN8Ce8hmsMHcw9n0HCTRwl7DZIZX0PX2UnvQavNfSo25L2q0rmTZ2WyOBIlW93I3f1tbq9L5kuvdy5G4YaCosLvlVQ3CmVRJoWNAuzs7HyibWXk9l6+Tc6L8LCOMW35Fsy0rRQ0EffUETthpa2WgTlnL74g+7wgMiqcP1SadfMP1fYwOB7XPvNhuVxivcNDf4J6gcx6va3N1aSwWzhuGThxOfD/GZM/ZCT77/r09GR1VUQBhvHitL5rTmtyaLSbdPopPw2qoiMhX/s/f+dh63F96/cv27/7ab/xAn/nCKzc/8U3FQ/GVgbYxhm31RkSstfYK3sWPdFgR+U1jjBWRv2mt/dWP+Ll/SUS+86JgwBjzb4rIr4jIyr/6r/1l+e/+rX/R/WHmm99mQ/f/+oZ1lQHhUZ/I9Q3nqvcWuVWjQKfkRUFH3O34zAQrDONFFou6g1G/rjCJvBNNBw1GLIOjRuN/lQNIR5kNUMV87gVgiuqm00Rz1OigL/PRh5f5rjJwLyIXK2+2SZfZYkJ+kCG7gn3hRUfY8DL3cRsVkUb1PiUIfJP41Geky0cQR7ohMRursABcXzpJKwbtquOqjaDumPKYDT98Xuq1vcDQ1j8TRKEMn6OZGGPwYXO5fv6rrkG58Zk9qo3bfH9/IQBmIKAVoHZLG9bs6Wnl8/7+A21crgd/letSyAwyVbUS9Isay0Wucip+sP3oo3Bov+ic5efMzbm56pwlVg+VcEBEZuhv0koBG44pbEjRvZ/+WYUUBqyWaPULmcnRpQRNmPZXnVNjH77Hm3Lnb3c8fIc9IcSjA4ZTFN45no+RWa49q/L9/jDB1R/nqDiHmP/8OTl3tmA+mi+umyvWlwnJXGMrv9N5ok3M01ztg55Pk0lzvQYNEh67iqeJnDPMJEQ2mWmFlJn3TBln0BtVYsqrO/Dl5nARN5607bw+nfdcB8Ys2p8PYfMhxpzPivN3eu4czKjV0EBAmffYQM5KaJbK6U//cyIisp79lnsv6UcJA8pyTTzUr51HeV/X5Mfl7Mr3NteXNdgqM8aJ+GReNhrrfXHdcC9UGNa7b/LLPYNgzd7MRi9umv0wO8t5yoQOK708sslswT9YSDqUEmnUW6C9JsvhfDzTPSyvOfWmtA7qyawXHfaK/cV8SGDQ6C1Sy348D/OprBB8vx6CKzi3fiTHn7bWPjPGbInIPzTGvGut/Z0P+4Ax5qdE5L8QkT/3ovcgsPhVEZF3Pnhm5QAl7RLtGBcLM+n8WXYGNHOPpj4uGjr2s8GoqtRbOmigwiSS3i2X0SPOL+xUMwvMpNg8101iaRciXxO/WbjrChY4s+uLMmom0lz1ToOId1obG9RbqFL9iXiYgJZzVRHWSsTgA3hE4rdJn9boNTWDXy+7+mvgddpSY+7V2dOyuBfvhZtFUbrOF40/X89LDio3So5Ta2Ol8pnk+nWFQqk6ckl9WEQkvnNXzJ7brEOUnOcHEJZp+6xg/RnpGFwRCJTvufreRcP7YZvFiyo99fOVs5VRE0wepczS97tOHuVNoF4pqN9/tLIsYY2Dm5CE9OhI36PY6ysCMRGR7q6f15k6NzXnJApLlIKAvc24hquwsaLOH1/6jFZNi6LC0PGio15lZYl+ofpaFFJnuamfIyhlXEmRzGzbxUNXRezdvibJxlr1umq85FSHzX7vd3V8mP0MbzrIUAaomc1yMbcdBM/ef2thDETENfMS6sjGbLKEzKtY9jCJ1K7SQb5qXtHm1Z39cobTz6ui8nv1PR89WNB5iWwx5xIz+0VWLCQwrgoQNamAZ8Pra687+0HbPx+Mvf6JMbXz+XXL+2GSIkaDKeGSYSNZoBmdo0JAjvsYmeuw01qoAtUpZ23q9VloVxcyy2G4AKHUv0Wl9cTxosNO5/e4SqVdZLmnTaawLSiJs/suAC1mc1n7f/6++yOJFCAspw3b4/+PvTeNsSRLr8POjeWtuVRmZWbt1dXL9Gyc4QxJ0bIoiSBsSYD9Q9Yfw4Yt2YABG4LkBbAheAEE25AAwbAEG/5hgIYEG6BkSoBESzapHQQpcZut2TM93T29VNe+ZOW+vS0irn/cc74bEZnV0z3s6elqvgs0suu9eLHcuOv5znfOCLnUyHqSDm22Lz1/1u9GtSh9RqqVNlvlaGw0Ut1r/xKN1xRxTNPo3WLzSbOPmDIdgJNbFMJgFGjpCunG+wS1ztpkPmUhD8RxdbQdNu6Klg6vrMdjJs3617rF8sZqkRFt5KTm1uMz1AGUp0UBzoruPW3e+7AbeUmCPwvF+99nG4IfVvHe3+ffTefcLwH4aQBP3RA4564C+CUAf8Z7/+4HvpAWdbQxd2lqi9c+Q7TLXwrqBK6WvGVcQeP8E2FgUt3w+iVbKHY+F3h2CnnOXguc6sn2nqF3nQ3yOV8KFBWnpFtes9x+gqmhgLSRV1hSSaqLC2ZWZpKRlPCT2kp5eBQVMuSwq0UsEVgnB83jw2i4Jn6uFBqoLFEsnTcjLFARQw6T3TUOoJ0cA2lLa2K5wHtQQuaXrQAAIABJREFUUisTm5PL1+B3qARyIVCZ/AMmg4kqMhgaanRyN/yuw4S/zheDTKQlENcL8yEsUVtJT1eew8m/+LVw7lxoNt/dqlQUEpSfCedO3w48ZOlQi889u3M76qQLCeM1Vr8a3uv44WMMXqQsqCQV5QrLMLiva93XFZ8A4wtXSmRzDsmlwCf1UvWRbB+R3OTRHVSSv5MOtrjBrWTNYmc70pJ4nu5zVK9Qu9h5gupCuKaZ2CkHp+YsKy11fyssKiVbKbUgTT7dtQ1sfe5nQz09IepM9DnjRF8eHkUznBcCZcJyXbRQGk2wcINqMuJMa1GtDeP+XkwylKFWa+EtxY16MrSTWhfr2BI5u72Y+ErZXVNZkXmcS1BcDHUoN9fOvaAEVed0A8B04zlL3BeqPtm4EX5Dp053sGPKJuMdOnkWzU105+IGEiqUScqyoLSfEoa7HHOmWzu2ECqY2OvvvNe4v3RhAbNXwrXMYZjUIwEAxfZOjOIoGRvNIipFZ3GApefDGNB7KSShWhKi+bakJnjQLum1UCeS3K0XSWJaW+xGZ3OrbyasmnqXnFL7Q5Ph3Pl6GKeFYi9cDpul7voq0iV6zFCBy5L1ZWQ4mxlHWhStE9LiZkRuNX5319dq8sTse1q4efna9ExhxiSvpZpzoAT6LMqp6h1R4rHh86I6EQXHzDl57cUwF6ZP7iM9FxaTTs69zH2ZroX+kI4PUfTCO+9QFQtUd5JRYtEZorcb3pP1DSbej6jUpgVuvrQAJ4lZUZce3mvUjVS86veszaoMytJ+DwuUCVeSrUnXanyVfOtkjLYnjK7dvXLZPj/6bhiTFBHI10J7cJrLpuNo2qcFO+vYt9TOkl4PGcG/fNKMlK0/F9pL58K68eYls2smd18O+SfJO6/ZvCjVu5nMMbnYN2+Wft88E5REbGIc8kMaT05vjpS3sxfyPFa/9BJO7oVxcHA1tP/sZa5xKIdcHR7ETST7hDZDlg/BsSZ7/iV4zskmC6ykfalblYU5de//n38dz0KZJxV/RMU5NwSQeO8P+f9/HMD/+D7HnwPwywD+a+/9b/xA1+RiLO11DBE9haIyDF5dvoGEKJlUblzZHICT4dAmBCUFlveZZc9OPbhxtWZUxAH7IRNgmUDo+be6H/nqmlC0sFTxZbQU14J0yuS7lJ0x31i3BCd3wMRebTo0ODT0rXlfnDD9CgdBKc7MptGpWDKCcjyWZfryoi1SNcDZRKzkyhc/z7rahVu/1Kg3GxREv5lO7FoyVTOeKj+fXnoR2YjJnkxuK6mGkUmthbKJeHjHBk3VrSVManHiElPbUamOmyHZdHEhInz0CUi0CL4bJsS034uoKV2HcbjTeE5Lcp1MkSgSY8pPVNOQ6k23Z1KOuqZL2c5u0sW507WNQLUc3l9ySEdgvU8O5MlwGBV5lHwrNJu64Ltf/mNYvU01CCW6qt2pjsoS5ToXDR0hq+GYHqMvhqxlOZb3Qjst5VbLja0W4snWoyjT9zAsJsqjVgJfksaojdR7NpoboGTlvKnQaOOqDZgpjEjebnc7LqSkQnUtLDzSIyKvwyUkdOR0UmNSXSgZcjZFthvaWkklInltmBEVVW7SyXF09Cy5seZiqqREbLKwhOJSaDvp1wL/WKhZPT9ivBY2BOmMz8exQMXUPnq9U74lZoonT5LDmMhnSfD70bsFCDQjMyJTX5WsofI/2LbzxUFECrstCoDGo6VVJAQizKH43bDgqx5Qj31hMS5yOQ6NroaxpLdDI7zjA1vkmtO0SVry/a4QRXUO4DtKX6WTKqknihjk165FH49NbohF/6htsLtfIBf+XrjXHkUmOitNNmt5fBwV47R4akWinHM2FklVTkpXJrtaA0FMBYxjzex8WNSllAJNpiM7Xt/l2xQ5oErc6PkfR/8Wk7A5/kzWAhCQjTm2liXyY8oBq91yvNXiPx8fYLLM3JYj5gyMhYJrg8bLdDoxQm2eH5TctLHQxaRYqZNRgU7jZW911foWslbk73rowzZmOYdE7siSWeX5tDAtHm1Ze83l36Gk9aWaIMljgldSZVL0rO2LMlxEvhrqUFQci+4oT2PlPKrVC416Kqm+5r/1m+Fvv4/kSujnueRLqdik/p1df86et1ynezylqc2LRGNeWlvuZdx8UGJZG4WjWw9sU2TtXu9xrXa/e7t2XSAmc5sfEMd4HO7ZRqDi/amfyjXcbW+aD0E7kvtJLvMNwUdTLgD4JYYwMwB/y3v/j5xzfwrA/wZgHcAvO+d+13v/JwD8eQAvAfiLzrm/yHP8ce/9aReQdpFjHwfXbGGIhCE36U9rZytUtMx7yDVwC41q6SnPSBUB4iRoKAhD+agqo5Z4LYKFZHGxPjvHHfjg7doth4HD1DheCAOcE1KEOLErDGyGJM7ZwgXj5j2bWogm6N4gTtbUAXej5oJZShUATBmpuMzFipDTqkJykcoVmrREN2D9J3SmLdavxoiDnkWGZ1y0uoFDBW5IiJppwSGTqOxoNy7OOaAlSiyVTJ4G58EQ4OZNA12X+spSgqjOX0AxIBJmCKaoUqy3y9ft3FqMd14OaiuzrwVTqGo2i7xqTVRaxApdMsfWPC5ITWaS9VVXidAxUqPRxKKkz6KIC6Jx8xraCJsc3sp5U2ES2lldvhH+TaWQxcMHKBdYPxy4x6th4d67/z27r+yJVEK4yBdSJfk68wE4BDaIRE94f3omtqHixueR7fP9c8EitCujQg6SBJ3Ph0WYRbIk20ekc3zuEgYPvtesAyJ8FTenci1Pur2IVtPDItUiQ/Sd/W2U57jJkhRil0gYF0TZ3mbUc5dpkyICy9w0adFezmzR5mksJylKGTT5rIsZUVnlZwjE6DJ6mHS6OB6GZ155TLPDVn6LLTwWFiLtQ94cbKNm4pa4uFi9xo2sUHUZCR7U+q3Gjaq58HaSFk1TW+CWXPSoLQksSCYj2xxlB9vN84qatLpux1dcmGWsSxvbl9fiAoPvxrXeo20Q0jy2Ly16jnUIj+n0kEgVTu9z3Fw0JedWov+JzMoIHgn9N3pFrxedhFm3pW1g2Bbuvhf9QIimWvsFy2AxKrnI8JH9J5d0bU3W1PP+Mkae9G+133x8EA3T5CNzyD6otuicvSMzQqwYjeS4Ox1EMywtHI2OQpTcTL9mhYFgtqlsyY5iNkVJYCO9RzKAjC1tkV8AK3FuqteF5hqVYnkN08XQV3rbBOREBVsNn5d370fqo9oM2+LOaph/1x68avdhkWLNMZpryUTAzmZD0QeI7cE2PgtLSDjmTa4HBL7DhP5qzDHhxkvwlAavy9gCcQ1gDICFRZuTtVGs1qiWRr8P1+mYvLo5mQvMq4EN2qBkpBbaWJBGkCdZomoVqbbJBSoyEpgwCdxO13xy9Lym6CdFs24PSdWUAX4WynxD8BEU7/1NAD9+xue/hEALan/+lwD8pd/TNdnwJlu7caCW6gJl2CSZlowjomMohhYe09rEIMS85uoIxEGmevwgyn4JKUybocbOnbCwLGsccuO4apEv6kPirPOKU2lSpEIAxifw927xeN6fUII1SqOZtnZldINTKJ4G18PdOAgToZNBmZArB0S9eoWghabq/Ly/7GA7TmZEB+0YTkrj534cvfe+07idhIO/O6J8aX/RzIYqTnSmLy5zFiH1ZigVBzpDnbVRq0qbBO05tRnU4uT4wKhenhNDcetm4z595eMiU7QiPScXYU4L+TSLkZRZayOlCTDL4nlk6CNpS4bsvXNICrYDRb20KdTCSInhs2l0oWZETAskT8pVOjlG0WOb4X10ThhxWOCzVDtxEzKhwRbbonjDWgxgMITT/WnRJXRdkaj9LVuwOC6IRBuTgziqCtW9MNm4FwKdYuvqVwEA6zeDbG62sIJihfKDOSkbjyjTl3PBq8XhYAjPDa/8PHRMdhyjAooIjLgpyoqx1RMATNafMxRVm8qUye852+t0kQucYgzwGicL4T6HB3SiLmKkq0d6xohjVJ+LfKHQ6HSweESvCvYnxwm6U98IA0C3Fykv7IeK5Jlu+XAJjgt+LRg1QVsbWjxn9VQscjEmzXxu8k2nf9iPru57W43z2Abh4W1kFSla0kvXQmGjFkXUBpib3YR1K+NF5/fjAkPqR2lrWhMQMzq2Y20sqJugAfCDxeiorWMElCjS+egOTnHWFXkTiCHEf23DHNbl4ZK2jAjd4jIqyqma1r4W63V6pNqurq0FYJ3ixt8IvNBYrHdXsf3lT+7ZZjelp4P6oI3nnZ6hykdsr31uDLT5KJMc/aPQZ7VpViRJGwHl0MFXFoksNoh8y0k8i9HqVIm4NTGQen1VJ8cR8FEdCM0W6sxFbHbvHWQy2+OmMvFU5rp7K/w7z2y8smvxWTZu/masUy6wE0Z9bW7U360IFEoGNX3UlPU0WtBsCj8M/bD7dlDn0vtL2Xaqu+9FJoP6AelEs9/5l+FY5YhsXIqgESNIaStSPFtaQ8eRilly00B5Veu73TxG9xgJkRu6rSmqbYuiiR6meVZu3nV5cXfYdMuW6V66EymaOp/7zht4Noqb5xA8S8V7Z41UCFlQp5GUIlEtdSJNAtNpDA1rQU9+YlJzzbRQOnfcNhkJAVtcNpRZC6HRRohCKNydKCSaR1WIUxGC84o4+GgaxMWbOKUyTPOzIm4aFppmSRW5+lpczy6/YHxmoZWG6HMgQTFrLKgBoOJgb0Y3va4tLAxZExWKCyTRLvzOVuSQaqJjXY9eCoq23d/9Nfi8FTbUYpqDfzqsoS9CL7Tw1n2aoc74VAKnJVcJ9Tx/EbNOOD6XkRI3N+bIWczgp9Q358Cdnacuec1gq2IoNVlk2xF6pA2KjKT6i0i0cCFCbceqbnp9y92waIJQSy3Oegu2mckf3wrn5sRni0U6Djs/iDxYDs7T1UvNY6sS95ZDPsWNcVho26JCbWFpNUYj2L5mpKEogTKpvUNDxfV7mSXJDPDoyGhSoqFkV8mR5/36yTgmTRPlX39C2Te2t+xw29pappwS1mX+HpNlGQl0+9umra6NTzYhPYvvwQ8WDX3uZuwrXFymRLvS/ADTFfKCn4Q+JgS4ZPvvbYXPx2vX0d0Ni/NF1p+oblUqlZWJbaDayfSWtDkZW9+1ojyPGq0LgEX/WCnhfOcZ+udi3U3HthhJtrmokXM1EdxkNoGbESjgX1MgklkhI1tuJ0YTjHIox1ctPkcjQzuR0DeDOQqWy9EfAtoA6Dk0TtZ4yEYha1EqbSOgxePxodVBzqiL6lbIpHt8Ny5OW2aHeIeUJgCJawaoRdtUtFabG8ymkba5cbVRB1K/w8KS+VyIqiL6hxbZ7ng/uqlLx32tSa0RUj279hnkt7iw0hijfAU9S3+I5OabjedLSYnRhn374hdx/mFQzllmmyy6YZ7LT9hXytI2aaK9KfJUtFR9XJbbpkObZo3f4pyj8nCZIoD8nQwhJbF7dAyAvPTngwGl+qxt5kRtOjmGU36aNjyK0vYjfbhqCWuU66RhadHqEgMNKwIjip7YpkabuLyD8iZpOxJJkJiAkPhiZq7bcM3NpeU8FIXNl6InFV9vsqZFzam6fSScK9COMnFs7RzsxvFUlMrPB1Alu0svm62deM8aExTB07i4sga8HdpFpWR1rn9srWX5U1nsR2I0PGjmMPndHSQ5x9cPKIP/oy4eQDWPEDxbRaH7dCl04M5KTTNfk2zL6txXlS38iyfsWFwEm5sxIlJb7nBg1CaCC61kMIz5UZykB+8SCdCEUzP0MjWItpqJNhrOxcTZw73GIerUeO0bptKi54NC2Op83ETkD9+Lrp9ckGpAE4rn0zw6SHLBIiRsJgOYNEVKSpVtElro20zusbMCjsoy5pgobW0azExr6i8WalcycF0/2pATOUwytJo10STvEhtk2iiQLSryHQy0qCGSmcghWItG7yO3X+9PVAk9b1HaMYZ2Gl2B90UaT3J8ZPxNyyHQgkYLnPpEwRwCmc9o05YVM1TdplJQskMuqihftXajBbcmIznlavPmygLXdgN33SI9mjzI7/QO8FzIltxQ4M0QOTKurCgZLolRIP5Gz1BPenPkIZtZGPNqbOKqvCV7VlwYCIVyNb570dIYR0sKMdmrLZA3OdmrPegnmpScgzeVp/s8D6kqtaTkjFG5SpxwIvKZqHfyaqglySaM0BiFz2gRp9WPlJ8hVZhsfQNOC3dJgCppXf3n8jX73Nq7QveiVQhx7S8i0cJH7b7X8nyoSnMwV8RTC/BqkaAFc6+q6dTyrpI7IULjtCEW7WL9Avw+6V2tBZGZS43HEZQxIz7WqfIXyjJGz5Y49omuIQqe6EWjEZIlSg8vNakrVvrDGKnjtcoXQgJ/+p3Ac/azIoIn0tFXwrHGdLW70ciSsFMuuirSLpNHXICPT2KOCzfLtmnQGLpx3Rb5Jcfb4uYZEUoA7uZNjDT+txJqDQirKQopNw4nvGf2rzWZwAHIFOVVe1U7mU2jqo1UgFpSuKYyNJ0iZx2oyHxMfTldXLAxNCais25Fv/RRMjUlpcbmSQVU8qbvAoAYBVa+Ejek060d688d0klzbY5kDLe4aBHihFH7pN12lGSc5VbfUjRS5EhmitXS+djnNLYrSsQImT86jAATxSmqR0T0tbF4IUStkoPtOOdoflIf1tgy7Bt4aK7XzNuZSe65qmyMKzg+6t2YF9F7t1AqF07j6sNwX6rHuvcBPojSkJTwzjIN/YSWOWXoGStKYkyVHJkkkevMxWZbUQiJs6x/owodN5PwXKcDL3SfITLjzJlMXhE3B+qQbRUMLTDTzCTjTHmC/PZGSLTFb9RklrwXJgp3biUqrhDZ828ENQ2zYpdk4GxqG4KoHsNJrhuepRh0MeVCrbt5KxwiBMAUe4pT1vKmvaxNVw2585UW8mXjOy96aOIiX1JqHLPTSIpDc+Nk5jr2AUO0ADqfCco12vxZoql4qNNprNtWqL44H5C6/PFtOG4sCybUJq9RBUaKC91OXJxocuCu0LWiTr6YxediMUk+tZPJOCYVtjauQkyTJI0bglkrsiUUX8i8S07xyRV90WLdzSbIt8NiRLQg34oSJbNxpF48CDSeqclBCgkjKrqyYQtILYC0sLWk+yQxVN14sJxwylbbCj/0jc+iRGxRO+fZuuT1BYJt2LWQaskuwvv4voDT3wFho96S6IyHtEy0ill8DqNz8Z0VcQGnMUBjVC7uem2zaZO+3KNt4cyEVSbm+rKwqKBF0zSuKQl9OoqTdr+5uXQV6XGL55GOSXkRDUhFi688bpCTlru4VLcssnr/TlO6EnGBZkoo02k8vtVXbIwYj2M7mDTH4PZ5kaZxE65bpxTrjA7g1c5WpKNIzee9sGiC6KGT8WlQh79xud7rJN5f3gQQkofNBHB0e/F86pdCe/k+8sPt2nzBhfdRy2XcRZDFPAFa8qOqGVeWSI3ecbaPTJDpbolv6H+sHfsYDdEx4svL7Es5W8OBocSR0spocu39OssladaJKdF1OhadVQKzReoHzch4oo0oYJQt22jIDOtkFNsM7xWk81hexOFe3OxpbCnipg+ozT1rXWv/uSTMv/SvhGPf+XY49uQ40kv13IokUQXMl2VM2OcmxIBMvtf8VthUly9+AanGchW9O61/9rbjWKW2VNtkAWFDNCNQM9utgSfA+y7sq1b/9JCkboG21Lk2UgaqVJW1z+65H5bS/UdcPOaUoXmZl3mZl3mZl3mZl3mZl9/PZR4heIaKh8NoEFCEzsMQWk0HfUt6MTrLV/4IAKCrRNZiZrbxppmvHbZ24MMFeMrXJVQMMs6i6B69ASrxXhkSFHVoxoSqZMrwsHNI6DBqBh95K2y6eC6GFEUTWFJiLik5J8dRZ52RAUMzhJ51Is/RUEmFWxnatgTf4Rq6k6ZqgxRwshoKZ8i2EnAVEdG1dGxRxPuRJvFBUz3H5ZlFLqSgkIkrqwhBPSeAngnSLLekWSXu9QYo7gZETgiroRlMqKo+/xNBLQZAQSWjlIml+Y4UR2aGGkkRR8ngColny4tQwqtFk0SrUE4D+Zgu78LpHkWTkVQpS/rwttWdED+jFkjR4uQodmL5SUhGU0nAbHfJ3nZEuay+hZaxPyyv2zMn2y1dflMl8ZbDoDchNNuSSeXjMJtifC6EwAdPpOfOBOYavWtvLXCBz7M/pRshwmVKOHmO5HxNPrJe1C6m46gIttpqM0IHJYW7v2NtRwmq1UX2S+qyV0vnozJGS6VF/Hv0h/F+LCmc7StptVeXICaGhmeXfGhvk6hgp2cUK0c1s0TKRjWzvMkXgi5D54AUAvoiTK+F9td5+5Vwjnpkkb8v6AGSbbNtj0dGPRpfDtE0JVj3DkIbmHSXMJBKVDuqIRSVkYjk4MDG2YTv0SItrPPk8QNUn3mhce/ja5QUffhOPL/GJl1LYx1zfNKth0Zfmd0Ivzf+PAUeRLH0SytRJvF+GC8mjAzIACy5eCXy7idN6pEJBOxvx6hbi+YXBRr4/JU3j4+CEZlMnHOdY3Qc0VflgGh8JJ/fpzlwnqox20rUZlL3+WaSt68qQ/YtemvzHiNI04kpjblzrQhSzZPHivoNP6vLmbqaPwkAgDkObRGHZPmcjVtT/l6URUUGXadj45j1NeamyWMDiH0hf+5G+LcSYNuJv75zyo/FFy06FWB9Vb4GehZ7TpdEyVUp7MnpWbTcfoxky++nuk/n6W+FJGAMY7K/UZeUp7PBCJvqIk0taiCpWV+F+iqnmvOZv9FbRCppa86phv4r0bosowSpIiq9Jo3WpanlEHSYGO3bohdZZuuMSveq6AbZFfI3qPZ2rG4ViVJ0R1HDeiTQ1hCf+DJPKn52i7njVhi1zK7y7wQVgYK0oKTXhZeBj8LwCjlrETU6gRP1RoYc0v8nTWP2vTfMaj1XR3oxyIvl9wLfWgMBZlNM98Ngl1FRpCR3ML0c6CnVw7txQaSORK19ow51upacpWsrrNyXag4Hf59llohl/PGenjc82+KtV3ByLUg9ZlS1wf2wcTI+88qK1YFNGgoJahGsJOVpLVwv7j8XJxYiL0uU5C6a8yN1xGfkq6fHe0aTyTjwJ1dv2O/r91CnD0weU36UIfxU0paPbuPk+bDAGjwkF16LX012s1lcCInWRR6y8inS9Q1Ut5mcdYWSbSZhyUlciiXnenETyfdgvGEtIBfP2ULWtZVEmPfhF5chs6DpUqin7gMmtOl++ZtqdILZlvwpQv1IOlV0nur6y/GZtRHWxqUmPamwvpLf+y/cCPfAhZYl7I0OMWipckhi0fwvJmOsPAz8c1t8ccKSXG44OeuLm76DS6E/DY7De80f3zrFR1eZXQ0LXdvg1UzHbNHJYmokx/uAFuOie5B/rwTRZHRoSflKtlW713s0ffw0RdWR+hXduCkwoI1olXXQuR/akJLfZ1RukqRo5/Jl9O6FRa+Un7QQ6jwgT12bm8f3LElUgEK6H8ACLYfccNEWwb0HVBFTPfI9d7t7Uc7TuMmt6WMSaV4lk8s7NyibTO4yxPnu9pBoQ8K+1ntMTrwJPExi22UC58mV8M4XbkqZpQs/rMkRA3HhYgtV5o31hqa8orqVIeRA7exw3wCNwx//uXCJcejfJsKwtxvziTROcIFUPOSmV8nnq6vWf9xija4GRODEV3HR2nJ/Pnj+JwEAS4/exMHF0FcXmdBpOvPa/NY27iavek0LXHL+Uzn7poCSw5WEqrrmZqvq9u14JbqLQlZmTA4eLKFc4YK2YE7PbfrjSMlP9X94gOIG58C9R43ndLU+aIpj9OpQ+xUtdPRkD4MLzD2TSo4W2pIqrY2XpXIBWZRnp/G7HL+HXPllZtwZ+myHfQXDBVRMNBZgIA8KjVGah8fnLqG3FTbks5093nt4lt4XQr6ff/u1SCkmUGLUI9GellfMj8J8WqbME9Aim5933v229eG2KpOU27C6hsmFF0O1vBbWPRXHWbWl2dZOpJVynHZnzQdGe+a7etQC77SZfPHzRitVMZ8K0QoXl41iV+61aEqf0DI3JnsGiwZyM/La2sEJnVT3bzFhpmzy4s6yFFepW4sbT7LT6oS1MqA2b8bJp6RCgPGY3bt23gknpt13KW1ZMRkv+YZd8/3uDUDDel73NbwYFk/TBzRAepeTbuUt8TNpcRl1f9WsgPt24DxqKa+JXmZHyU/9DPDtwKVPV6OucLhn3g8R2LprpCHd3AiUO1E1xQY/JSzRnCs3mc4pxi8H+TXpYA8ecRElDf1NIsIuibkgphHeWjROJxg85kQiRSN9p+hOUUt24v9LhlaLi73f+JpFePDqm7zWB7dyz3qnTVlOySJ+ABWGccvZNrZbh/7lgPqMH4eJZvTwX4Rn0X3/9jfjtdv1VCvKFdA1ss1wvu76avN+nzw2DrfxYfmuNSG4LEf1ZthoFoqEaEGqNtDrxgUey9KjUMdS84FLoimYEDQumE2PXZGNowNDxSuZgskvQ9z64/24uLQH50JPyhtZjpKTojYEs4VQBzIdM838zoIp9ZjJnhSKdmMCZyVwIQmL/hnVWlTX5e4uUstnai2e5DnxmMnioxMTRTCDLDqmV+8w96gszcjNFHnEe2efy/c3owpWTd4y1B8VRrjwmOzsY3rIY2//v83qa+dpvE9xibPj2ypse2f0o/Yxp//9DTtWRmRqxwc3uZC/Hd9D8o2wGCyVx6DNauXtvjSGpvJ9YL11L3JRfXiA4j4Nzt4JG/VCSbjmRu+iTGPVdG8ectyu8gxL90JkQUnFlnyrDZRFpJIoeKDImHLe9J7L0iLMipQpIp6wzZdXXsKsG/pGdxrebaoIHje5VW+IVJKw3PgLglHdZItRfUhyvaYG1G1KgrpiEpSeAOv7Arlsg3w8xtZ3KUH8BhflaRzj6qU+hll+U2tcS/IMncXwO0lJW55GTUHO8tLUn5kAq7xEgSz53j9HxYjMdC9stRg1AAAgAElEQVTc+8mTsBbZv/kL4Ry1KM7T2m39/3Ws2u3gYqgvRWLHN98z3x5TbJN5qsqDB3DfCfP5LIsRAaA250+mSDyjSBLU0O+l/nXuPDwTrE3V77kAuLibymckqHK4ezrHhEnTkkNOKh8lV6U0Ni8/kvKp3hCkRVOCzyUJijH10g+bWfLNTsjkl9aip17qi6zGb9K4UZjsHjZ+b6oEluDIjcJ4iilddCeHXGRysDlrE/JBNi3aEGjimh1zgSRKUuLsGDMzaiX7VNNZXIAqaZQTnslM/vLfR75IJYXn6RIpRIyDhqE1ZRkTxliEUFhoO88x2d7jtXh/RDur7wZUMDu/hsHb32yeRy6NW80J1R8fGiKk9zA75ATG0Hbnxg3MlsMEnu8QTdGCdBZRaVNjYoRGhmzubhjYitEE5TSq4oTTfHAUQZKdKvUE6/ct7eTV2sKlXpIsRXGTC8Uibvqe9pv3u/fYR5oLNlNMUlL23n5MLJWJH39TChV1SQy/z5rtXhtQJA79G4y63L/duOdMxnhHB/B00zQq0+OmWpG5vBYzW9B6OdOSupJp45nlMZKlvqFEa0noHe4i2+fEy36TTY4a/y612Kn5XZREPfN90tZquvFyk1XSp4o2BsXBQRQJUDSJtBgJIlSjqEhkpngynHqPUTBFXMrSqIDSRp+Q5mWOwEL4gUgt0fsjSjujc3cxntm91seb8Le5CKqXsz87e1Pqa5G/99u4Pu38mgd8SQrMyeSpx7fvvb6Ys/ZPjxmZyOUCgY6PrV+3E3xVssUFG+tEi7HoNM+TLQzjhlpKUvwu+QyjvrfCe02GC9HbgZFmJ3lKKeU5F4UO9LxmtEUq6/GeqcxJclORrGyTC3EgRvqGQtzD8548Ij2Sf3tr59AVGNZKBpZ85uzKS0hvBXBHilkS2EjuhwVpPuxhehyuMTtpggRnbQii2lFzQ5B1Q50PNlbM7yRbZzT6EQFDjkvlaGIbkvbcbIpHnEf9bAa/F/qaNsZab1TFaVrX0+69/pltQJVwz7Z09C43Rs6hHJEayvmuezkAC4X65ckoKgWpKFJJj5Pxkx2ks1Av+d3mBjRV+7t109YwhvK/GTbPks2tHlJafTCMMq9yLJafjNYC3R4mNwITIf92U1b1k1zmlKFnqHhE9Q9x/srJ1DrU4HwYgDI549V4wBrcu8vhmMm+HD3jhGBSaq0OpvP5ysfFudRCVgMiIwfjknQLJA7jnTAwdhc5CObSSH56VKK94Kvfy9PuT26nQFzcZ0Q4cob7Zlwou8TZgsyUdLQh4MR1/Ggb6V74/+nerzaOSVu8cl+UNpC0B0OhZdnKiqkbjLfC4mbyD/5+oy6yze3oxCrVo7shZFm0FsdJrxvdhp9WbzvbyDVRSaJTPFEt1A52IkItZE4eAU6LgT6Q8Hi5D0sRR/SRTm51Yc7Eqh8hUJY34E+pT6mYooivTg3y7ec7a/Fki/K2TGdVoS3p2tbDR5Kc8nawPIqXAod99kagNSS9bvQkUB1cCIvN8gH5w+dWYui6bfhEitPo8TZmB4FWpMW5ZGRz0v18WcKRHmB1qYWVfkO6tEtTkzx00tRuqRe55RX4o1YOTUsZB86Z23Nyn6Y/bBeGyNdNp9h20tai2tDeJLUNtBZCaSdQA7WIrdOibCMhbvBjSs7yvVaHB7bYN1RWJlWs/8bj8L469F2oOuo70dQLQ5kmkisuelga+m13eXhqcXNq41h7z2pL7THBV9Wp/tP+91ml3Z/sOvUNwUgLyvB3eOHcqd+079UoMEX5fTf6Uq/Llpbg8pH9DqgBHUTOk8vXLIoKx/fXlm/Mcluw+1mIGowY7Xb/8Fd4DBHqhUHsc4ok5XHcAcJcZJEGRVA5H4kOmtx/YM8eOeZhsV7UZCWtnUtZjAvT2TGfm3XaWV4wvxPz0GE96dq4e9dkqlFT/gMizbd3cR3VjLTbVh5XfPd87iSJc8UZ3wFhDFT0WDLiMgbVO/KTKab019CcaOaLLFqIZ0uLRu8dbYbz9ZapeKg2VJdDtTpuAZC1tYiKNoPjndDX+hurdu22S7apI/L8nbVV22S1FQDH3GxN948xPQrv7egB82s4Z+VDUsqKMvZn1bu8LPrKb6E3zrnFSN9VpIdgoku4Gez1kHHcLlub1E9yqb7/Ic9c+dRuCOZlXuZlXuZlXuZlXuZlXj7qMo8QPGulpZ/uixL98yGkNbweUMqMLoiW3Z5mFmIvaNax8BMh4VQI8eGP/SwWXvnnABCddxWKlcnI9magSyAi75YwJl32zwbDG9x7D90Voh+rvL8XmBQo45tuD4ef+WkAwOA3/kG4thLb6pGLlpb98XcDp088R2nywyXwRDJHXwpKS9mrvx6OvXjRrpkuNpVqFAocM9HRVz4ilyxZP4ZFgYiKAzDtd4setJJ/fTEzpEXojy8VnWC+RjIGQJqTkC/zMzBDA563hvjxs2yJ0QgpSiAmdOl9mkLU7cD7dXV9dt2rksaJXPVfuBHVbYQsC7klT9cSvJLI87WkT/HbZTxXUx/xFy43n0vPNBnBk4crvrBUrCyBVs/45LGpQKjtJC9+ltcO9Tlevoge3XSVDG60g6XwDOX6FaMSVBn9PL4dKFyjr38NAJASPUu/8NWYoK37eK9pT1+dHBv9ShSttu42ENFcIVZqV0ZFyvNIp2hRfUyfX+hjpxtReRkp6ZhpvAepsqCNCNeoXAkTGYV2mjlY3ZxH17SHJr4kXXxFn/p9y3tQv+4wqmemaJNpFEqwZOf9xjNATIqqismizE2QelR2kZGaJ5um0jL54h8EEN2VKyUPdvvxntU3mGQ4uRjUgnImzA+ffwF9Ch4kl67yPppqVkhT+K6MEZumgKKeuNk05ncwKb/+HYDQRxQ9073KsfdqoDBmVAyDSyzXorod3ploTsqjyi9dQkW1LyV7msOziR0MopkdKWpK7K++x4TfC1RoOTqKjsJKxu40aZMAsPWlPwYAWMM/Db9b3bB7BgD3+C5mdwNNZ7IX6qtNMUxpHOicQ9ZvGpIpYqQxcLa9Y8+cXQ3vaPIGc3LGMdfKciSUiDtUlILJxUR7AcCz7Yl+gwdNvwpflPAcT+2eL4VxrbwZ3kc5Gp+KJpmSDp/35OEWhpdDnQ6/HObQU4nDlvSdR/8CCYDIrZz00OPXvhsNMvWulAcnut1wATnbWfcCx861jcaxJoxReVPI07wuJF8sgfInf9YSq03cg5x60+vv9uAvhbHcbYbvRm+HeioYhelcCJEI//KXkNN5WvRImR4qByNdWgLI3zfxDUUz37sV/la7KGdUqWMfywp5K8UIl1FiRT1t5dlobC6OTpBznm1Hua34Co7zSILO2cd8woqH+9iTip1z/ymAP4ewivpl7/1f4Of/DYD/iJ//Z977f/yDXuNTvSGoOEiLN9xZXbZQmSnYaAHHTjm59jl0H4XEolymUFzQjJ8Lg8/i/deBFSZPttVflLy1vIJcSVsMb1d0jj24EBZhg+MwIHXWT9DbbFIdZNhiofU0xeKbvxX+X5Je24G7fPsP/YcAgBtf+5tR4YcLv/6VsAgwl1+pIw0X4NbCd4ObwZnWBgvRGbq9qPgg1QqGrZXc1D+/dIoaZOZvWnTWVBgUSrfkoZoCFAD46y/BPwgDpfi4Ul6qJ0ErBK5FTTvhVHJoyeqaLS41IEl5SQ6dbrgYJShJgzhlNrV0zlSSJDmrCUXunX7jCpwMiVqKFBr0i+s0SUtz5I8oP6hFITelllQ6OUHBBNWcsqhKmp4sbtizKqHapBinXBBRlck2BomrOQnznTFB2mtvsnUrKpHI1Zj8Xj13unkvykdSfaTKm0OJ9bOHtzB++acAACeUAV6VW2lts6ZFsCQG9fsuJ7z68ZbQLpqZNvWDYVTgUs6A6BDXw+JQtJ7iuc9GVRq+Y5MAfUKO68mhSc2qlFqQmtmeR3LETZboP0qWbiekd3tRTYhUnM5duvVKMnJpxc4nBZHe1bBomh3yPdcUryq+q5QbF9Gx4KMrcsH8GPG+NdYZnSRJbNPSOWT7J7VD73e8dt3yCZTEnW6Gf0uyWZSramvTnFVtI9AuxQyuCGORzP+yR7fC/bAP+pW1mIQtcyo5x0rBzDl40vyO1sPGpHdMKhNVb0ZrIfekt/cQs6XQBvPH3PT2movz7a/8CZz71V8M/3ghSOF6KiMZ2LK4FBWvyHfXeCEaDrhAdZ2OJfJWixy3uYHPHt22Z1t7KyT320JU45A2oivrSLiwEz1DG0WNvxn7QzroW9/QPFI8birSoZafNL0tHnroK5YT1uta/pVRMw0w4SJzEKmPosKevBUW/ZojRKNVvwVgZnnaiGo8Svt9JKaeFNpteTv0WY0w04OjmI+ncd42Khx3as7RumfbjDI5G0Y7zcxR2GhxmtfVh12CrG5GCGB6JYwpGm9dTVXPk3Y7+PKXAQCz27fCsZy70yd3IrjD+dZJkWvrsd1DxcTelGBifl7St02TtXRvy9T+nNS/+LzpKtcq/UGc2/WcrPfe9bBJmh4cRUqbAS/NTWGSZ+ishnqRwp4pHfK3ksIt9/eiySqL3o29l7xjsuiikj0L5eOMEDjnfg7AnwTw4977iXNug59/AcC/A+CLAC4D+GfOuZe9908ZeN+/fLBsrHmZl3mZl3mZl3mZl3mZl3mxKMEH/e/3WP4sgL/ivZ8AgPdeIbE/CeAXvfcT7/17AN4B8NM/6EU+tRECDwdvWtphl925ds2oIZX04BXmW6tpKQvVahnvKIweTkZkSeFzKTSYGdmqoete6B3l2ZY2A4IyWQ4oWtVfPIVUSSVCu/xqccVMrfx+QDb1mxvf/MV4n5IdJFI4vhK0q01fXAhBVUZ9eVJWpkTqlPiVjo9jaF7oHyUMuxsBaRssLsApEmIGbkwYE0VBlICTI7iXQpTFCSUWTUY61I/vGcrQv0Rk82pAbqdXA2KXb90z7wRQu9/C/PIlmLA+J2O4a+E7dy+gz0qkNUpXr2/UC2w0kX2IsnJ82AjfA5GeJKoI9vcs8uEZCWjrqKtN5pt3TENevg9SoDEKBYB0Et7RyaXw7P0nAd3qT6i0k6SYUQdcOunFMJxXUQWjZtQUnrxkDs0oizKY5y6he4+otdq0kvPZFt10EhWk6BGhiFt+jso6DPP76RSO1+hNSaMSjUfmVYvLgOrbN9FGa2+XLxqqKN+A4wtE6Fgnbj9K15piCqODigxgheZQe5uRziXE9Wi7cQ/FxRvI1OfYlyW7qOhLdrxn44VFBIjqzdboVUCUu+z0LSpR9JYadYFOTPa3KB/b3vh2QLMtZN/tGDKod2xjlnwvZP6zv4f07W83zmc646b9fmTRM6nJaNwpSdnJR3s4WQ/9SJQyM6qbNqkrDdUrji0mWSjzPAB+IB+QW+EDRWMYeXNPHmL2fNCtN7WbbSbd0ovCPB8ADPbDfclrQJGR3h77fX/R6EOaB0aPQrsrSEfL/6+/iinlG6uHwUyqneyfZGlEzImaTrbpGyOviJdCf529+w6qPPThih4dJmlZS/yVys4p5RkZXD24Y991iRKbD4HkIYn2+rUL5o1hylkvhvsxqshsGs2peD+SSk2IVONwz97fmPr1vbeCdKuhu/1hjDgpuqExbiGMCUs/84fCfW1v1tp70yA0I8UKZQnPMRgPw3yraIciZmm3Y225LWlcvBQQ+YRjoTs+jNcU/YdRl9mjmMBdT/IFYPLFBRXCsoNt8/BRX5OpmkWnzVwrqpNN3grzbrbcMtjr9CzSYPUmJS9Ry6oyquaJvsNoqChgxX54h3l/uxaRDO1K86X8Q/Ldx9H4TnOX/FToCdJdWcbwRvhM0QyLkteYA5KO7j1/o3nPmivYtrK1tejzov6jeahXW+Mokrvdkkr9pBbfCHB/0LLmnPtG7d8/773/+Q/425cB/BHn3F9GIIT+V977rwO4AuC3a8fd42c/UPnUbggAIKWspw1YiAsFJw15hWE1wW4+tDBaeSmEmtudEvu7pkEfuXhciErurdOLC72Wm2XSpVkYF3s+TW0REiXl2HHFBxwdW6cRD9rJjEXnz6LLrwab3ruvtCqFE/2F68EJF7CNQXbc9G3weQfTflhY9HZq3HfAnEirkxHSlpSofi/JR9EPkOdGM7DFpgabWqgwYzjS5CrP0XF6L4ZSZZSjTYgt4EWB4cLPTUZRplKLTfFhOaGi20PJBXvCd7L5Y38CAHDh9u+Ee+j0kTA0DOp16z2IT1tNp5HWktDXQPkiNJjRdO/LMprOiGsuuotoZ70BwMX84H7gh9omTovz/hDJmAs0tvNcg748FSSvORkbdUwTYKrNJX/bLe6cdrBWG+SizE8mptwF1oEULaz9qrgE3W1KnWoT3ZZSTVO7V6N6aSM1ri02+W4d73nw4E7jWXxZoy8o96ZfW2gD0VytquJCnse4it9JsnMncqCF76gN5dr4V6W9f/PW0AT84N3mY9boMz2Z9bWobm4KAxts0id3Wtzq7sZazREXjfNUq5RdlZHUybFt2D058OZW7biYWliIFIkaoAHUzPJ8hYH6roqMCLU4luTg3q6pM5mZmcypnpA3nWZweufc9IEOvFVN+So9rM91QKlFhaR/a1Q1W9RpkSlneVEXTw5ifgFpgzImO37Ctl1Th7PznjHzS8IyzUmTHITx8PyNQL04/lYYd8vR2KQmLSeqqlrnSpGSViNVMVFDsouci/YPUGiTLcdp8vfbLuHJzrYBE5PPBb8W9cH4nvds7tMGMbkYACH/ML5nJ0OtGfN+6q7bQJD6Vf6V5kRx/ynPefTbYQzNlxbQfSHQug6ufwUAsHT4a+GaNfdfmZ+JrqP+rlw8X5ZG+5TxVyJj0b1guGU9LXFxkyVaC6mxjspGLk2jG68WpvIWkVt1kqBYCPeTcHwtuRnNdzkvSfp381EcBzUXitLEdutGI4A5WfJisLrVO5pNI2jB/mSqTK3zoyzjOoCl80R+Dmx/C+fs3g2I4zih+8qWF5Feud44d0nTw5T5H9X21lNzg7ycj7WeWb9iuWgNEAWIuXL9of3uWSk/oDHZlvf+p572pXPunwG4eMZX/x3CWn0VwB8E8AcA/B3n3Asf9ga+X/lUbwjmZV7mZV7mZV7mZV7mZV4+yvJR5xB47//1p33nnPuzAP6eD7rLX3POVQDWANwHcK126FV+9gOVT+2GwHsXUWQiYtPHj2233HkuoP8Fk78s9NgfGNpmCLpUYJSRPx5b4qCwo7rJD0D6gtBcIUxCRpVkKNt2l5jKgf5WVHZREq+ZC9XOY8ik1FFmUzhdU9cSGthCvdLHd+JnQl6ZhCfFmfRo3ygS3tDrWfN5K2+uqSXDj6nUORShSWvNTIjtXqR3NJ5pdQOJzMBEMxDdg0lmvtuPCJUSchUF0nmYbFmsnkP6OKCcpgPeJyIm1afewFApJVGu33+lcZ7kyYOoRMV3ItqAIVAHB9EEjfdjNB2B4mofnU5EhCpRj4hoSpd94GrUJdZlS5no8PLnsXgvKJsYhUPnUWRGSe3jcUSsFEnKIm3BiupWyll87pMXQjJ87/EDRE+BgCpOXgmmcQW1xztUGvHPfxaOVDnRbgwVF7J/sBcNbYjaSTkoIypYbG1FGsxeRPbqf71z0TmTaGVi0bO8eW0gRqlUt7ofJSRneTyGv3OaBBQaL8unm8cp8ZcIW7IblVBMCeoeqXOq634fxfrVxmnMUEnPWZTRkVltr4X4uUmtPwiVFEWlfb/9oVE4LFK316RPofKx/atNC+ET/UAUlE4nUrY0TrCduAdELRMXIxWiSJluOtt/fVxUu23p6yNJY0RN7V+UJbX/khSd9Q1k94NghEUH36e0jcnqkQJzjZ5xTCEavv8mz19LxHRp1TiPjK0aZoCKGrRUgYq3Q2SwmhWnOAoWGdA4XkW0WKh9991XeTDbSRGR8HrfAqIviCWI9gdx7Nbv+s0INAYL0f2Y80jaui/5EbgsRZf9aOHJO41nqSt0JXfoFiwqqtod22jS6SBfZsLsEs2ujlqGblKkS9Ma1agp/CGaY3dhwcy7RCWeLTLCzBm+s/sQJ4uhHy89fD38XipsjJTJCyRZWLSIhdqZMREk5tAfWCKtjbdMjjchj4O92Kdaanpq/3WlPLEDJDxhzAbd15P7FokRXVDjRMFx11ceqRQFVyluUSgCHg32tBYy2qHqvUYrAkgXlonj6LBx7zYmHx9Y3T1LpW1i/0Mu/w+AnwPwq865lwF0AGwB+AcA/pZz7q8hJBV/BsDXftCLfGo3BABi6JGNszg6tjCmr26Fr66RbqUGubAEMERpodDaQAuEzimFHpPBe6dpmoQ88ny1qKiGlG0kDSSXw+nOphnumIIKOaXKbXBbj4zC4VqDgi0GOj3gWBxg8Rlbk7juryzj4lwLF4ZAj8+FxcrSve/YRCA5Tg3+yl8oDw5sQDtZCgPmohY+HMAlHYgstzwKq++s2QTdzqbdqxYMqtPHLwV51PX7r0TKjBa2mrikjsLBJ5mcmNmJufPSqbirRftqinTECYXnNbUbUTHG46gywlCvlIRkBpX0elE9Q6pFojBpkKeCTHn+kvGijUrmmqFtv3ze3rEj1aWkI3NFjvBw547V5dGVwLdeePBmo071XtOiQKnQOt/f7HpY5Nu9IHLebfHMexi8EVSuKkRqHPY5kcrwRhx2KXg8vofqAjeKR1H+EQAS8sD9yTFKq0O2GVKFpvfoNFx5JKSUJFfDZl65E/lW2IDWF+ae8q5GUdGEeo1qQ08exPbPNj29GDjynXcD5x5phuLCddYP6X+aHBnmT8bHphxkbVvPx1yThG0Li+esr+W73Oyaigz5yZOxLVqnrMvualOlw+WZbSKlepSKcqF+IQAh75rcsROgsU7KhGgI5y/avdvmRfcsZZbZxBYcW9d+AgCwdjPQeUQFSF4JdI1qcoRM/ZvPZfxoOeaev2TXkGxuQqddy3HIchz+2B8NVfdqMD2sLod375hLgF7f8pwkyzzcZY6PFiKkPWX33jEqoScQJCWcpavhPjvLC6coQ6n6Cs0Yk05m0pwq0fE7vLPeWljMdq5cjso3zIuZSdVH8srjySmgShupknSqbHEBUMqH7ktKbZI+FR0uTVFtNyU/LXdDsserKwaiqN+kG022gj8+hCMl03OcVl1bflySItFGheOiZ65E/0Ko0+lepIOekp7kWK9nKff2Yz8WdVWuxqKYjcexjXDcz54LffcUANbpBbotarQkuSNzDCuPDuP5+Le7S6qcwILpBEv3X2veuyiHotNKxni4gKRDYEMbHam7MR/OL5yDm9Qc0QF7N6Lb+Ok05qlNlTMQ6tI2yqKrYoyUYGCiOVXAo2RNDw+MjpdKNpTjxJRmoOU4XjPlmCyVokpzma/gr4acEs91j/1G+ScCFGrrDKMQC4gTqHJyDNDc0SVNqexPbnGoPl7Z0b8B4G84514DMAXwHzBa8F3n3N8B8DqAAsCf+0EVhoBP+YZgXuZlXuZlXuZlXuZlXubloyoeHz1l6H2v5/0UwL//lO/+MoC//FFc51O7IajgIpKuMGxRYrwbdthmevIOFUqyGI5voxgKgSq6kC0twB0enXldIa/FnfdMbUFF18ikBiHKw2BooUQLCUrZgnrZrjeIKglKuGSmv5L5fH8IUIveERXzVKkQwmzJfmlqyMT2S/8qAGDlUUgc646ZHNXth6gDYMo6UuYpGQZOh32MaWqS0TRlZCHsZkytXq9WN3oPoj/VtPLb5mVLf/t/AQBMar+z87XVOWphfqHVs2MiRETjZEqUjsf2e7OwP4lhbgDo3LiB4j5D6kTt3KMHrItI51KHcgdEw5UsxfcwvRwQlM6t1039ymKPQi/rNJ6k2UWFdqaiRySJhWT7BwFdKZbDeUR/EgIutBGI1K98O7SvfSb5DQ8eWGK1fDMU6bJEzvPrMRHO/BoCuit98OzLAUXGzibG9EzoiyInOokM1WaTSAmRhj/bg9DFtBspVpPvEMH3wT9DacdJp2P9R0pSpi/Od17epf58zVzHIm2vB7RrJEQ3z5HcDYnLrVRpK4X3cC5QCGIiY2hLSoCtprfCM6WpfSeEr01HqVOQSiWt6z6VMD0YAUz8TBQJURTsOFAx1IZcr2touKk6kUJnAgOdvpmVJS3qnUUWi5lRGhQZUGRSydOlKDGHI+uf1nrZ/o0mWcYatciKIooa5/qI3itMME0UAVW/Gh0b+r2wySRutSUlUIrSApj6jtqbUOx8jd4iWR7N3RiRLR+GNtP5qWDa5p48MCqH3qcle7LddW4QsS6LSBsktSS/dt2+C/dXRHRZ/XqJEVlGRJK9LUzeCupfk519PiZR3qxp9OdcHBvLSYg2iXZm9VAbmzU++luiczHClaaoZs1zozXO6jgAqJTsTMUmU8XiGLr601/BjH474NjbhjJdmmL6qOmZIDM0tfF8YwOzrZZPg9B/RvVF+0NVmbmn0VsU+RR9p0bH1buySJsouJOxRchktKjIYL5JcQOJE8ym1r4m22EeMK8I0R2diwIgpN4ZnUdqQWWJ6itBoSl/J3h9zHg+JcXrOr3LF2NEgL4ZVYveWy8yqDRVPL6r0dY+JnthbdM9R/+ZVrsAgOrdu3yuJpVp9lrLeK5mSmprLkXqa+3DvfLdxmcAULMC/USWj5ky9LGUT+2GAIC9MZl0FaOJKXYcP+JiUO6OtcauBaM+U0PWwFbNZma+lV8M4dopzbSKwzvxHBp0W7/X4j/e5pMov0ZOoAbOlAua6vg45gxoI8HzlTuS2qwpsojisxVD60CNZ7u8apPz+ZtBBUILro5CodNxjd/enPDklDg9OKqpZ7x/D/FVdapO43dR2s/qSZu0luzfWeVp5wVgTsq+pELMkK68dFvOj6MKlQZYyzdgCHl682bcqKj+tbjTgrnTiZszKfsoLE+Zzg5VXPzJMbw2DeLjM4Tt6vJ2NFkyxRr6F48AACAASURBVKsdSuVxcVF1uvDcNBithe1+fD4sPDr7pKfUNkcmKadwfG3zOtNEt82Fo+pdPPO6AzhzOFQ36l/j3wySjd0rFzGgLKhvqWgUi2ERlu1uIVuh4ZFoelqkSL5v7xAzbtIi35rvnOf1tRFan5lijRZuU76Xtsxg7Zj6+ZMW3/6DKNDE757eXn17NqnxydWvpYBT8p5zuj9311cx29pp/rzm6AzEdpuMx6ZGo7YtA6vOlUA/y++/E3OEtHio57ogLJSqnVu6efsMADxN31K2yfK1V81dFnyvygcSxc/tPYntgDkTWUsVyw0XjVJYkM9sm1XSLrOt+9YGq8VwrVSUxZZbOBaWTClLi1ejaMp1djo1l2DH/J1Uxnc1OeBEnykvhi6zZngp2sZsAs9x2agwMiA0etZhlAZmzpaoYBXzucr+IvB2WGzJsbvtVKzikuRU27PNwxn5EGeNmR+mtMEY5UgUk/A3Z87WwWtv2ML49DniPfii2Tdtc892O9vcNNdix41FRpNJjbtqf0m3E1Ws+FcbBKmJIcuichNpMpltKFhP/X7MCeT70/hoOQSiF+1toxRgaGsJ5qNo7j85jjkD6nstHr5zCdLvhLm5UC6O+jDHAsupqZ3H8idE96L5m/K0AKDaYh/huK+2VIyncSxv0eIa76jVnlRifszT29f7jZm/17b4cZaP26n44yif7g3BvMzLvMzLvMzLvMzLvMzLR1V+MB+CT3z51G4IPFxMyKyhx2ajzsiAksqERgNASSQ+Vei4hYB0VpYjorDdROpyIvzl8XFE8oWKCJWS6RIVDarxxAxyMhqN9JjsnBCVLQ8OTFXC0GuqrgjpmG1ummV4cSckrpl5DRN5TJEDqClHUMlI6jakD5SXn0e6Q2RPCg+sk96FcO3Jkx1k/dZOuVVfvqa/ndG4p03LaqNCAJBTqWa2d9D8oobcVi2kN23VkfeVoSknjwLFKl+k8RDRjPz8OYu+GEqjxF7+u3PpIqZMljP0kzHN7osBIZ3euR0TOBW+rXkAADAam+t0YtKcaWA3VYf81qYhXimoeCWkiLSgtJ4cK+1nJhH3bpFaIyS2mGH0MLSzLp9XBkrn7gY1Ep93LVyuZE8ZBEkJwh8eNOhH9TI9JBqtJMmN85ieC1G0ziNGCpi0b4OPc6gYcRIlTch+bz0gf4e3HiChcovep9GBWMrR2Khn/SsBUZ4xWS4luljWtNzrRlNAfOcxQbSKiGabkqYIxKw4E3U9s9Qpc6LrKILRiiYCwOwo3Ov0eNq4z2oyRb6ybP8PAP6Q3gccf4xesbaG6f67Vj9ATJKtmBiYjI+DLjoQvRT4rkvREl0SPSF4j1JtSR6F9lFSqWS6d2jIu9EsaDhktI3pxKgbWRHaxfiFHwcAdA5Ig3rjVUM7M6H9RO8tSlWWhthaYrzRbphIK2+F6TgqIk2kTBSes3osRZYMiYQEOD5bNIDIbbVxBQlN8Mr74dk1pisJPrdomoPrNutCAgjJw1sAgOLG55E9YcKllHoY5UjlPTNYxIz1Ls8D/Y0R1NOo7dPapEucobn1ue/3Upy1i1D/Rw+2Gp8vfu4lTBhJV3+0++QYmA6HKIiu6xgpjmkuG917aON7V/Ob/IVUx/UoYhnnHyC+V5kzlsfHMQpB1SKbB0Rv7A8tUda1FZvoS6M+l/T7Rn2s9km/+YngB1HduxXO8dxngLvvNq5lghRSFlq/ANwL477GMSH5Cy8HCfpil5r+vZ71rcm1YEbavUWhEwmU5J2oDtRiKegddRYjUUftq2rNzS5JTo15GpuVbK+2VT+3RdTr6lqtInWuT3r5uHMIPq5ymhD4Qy7OuWvOuV91zr3unPuuc+4/5+f/vXPuvnPud/nfv1H7zZedc7/F47/jnOs9/QrzMi/zMi/zMi/zMi/zMi8/nOL9h/vvWSjuFJf1h31B5y4BuOS9/5ZzbhHANwH8WwD+bQBH3vv/uXV8BuBbAP609/5V59x5AHvfT1rplbe3/Ofu/9PwDyJzo9/4dYy3w+67u0K+K1Ez1+KFAzX0jkXoeDmZ2Y44p829kh8VcciXFgx9Mn6j7NapmSwUIVm/gL1/EZLnjh9Trqz88O8lzRPb1ev5Osx10K48q9nAt/XTkxa/sxxNIootp1ElKtUSHSf7klZr7fxbbctX1VMRq7NQA6EFqtP3K+0cgjqCoYjA0b2A5Ai96K2Euhle2bDcDfH4LXpD5DT94lcx/UZIppRLpu51QhSoGE0ayEj9GL3PJH06qnAWktJ+rqdxN886T7uuXeLQXQ7PrAhZOZmd+dt6OStHpN034u+lmR/+DjZWjRNvCKJQPbmCjseWKzMlN360udO49uJzl3B8f7N5P6XaTETe1UeFpOl+hIKKj3/WPZ9V2vlE8TfuzM+bB7UT390plOx0u43n0zvae4+85m54trWvfvZ0HpIilkRXM45LSa+H0V3mgqguhLqzzl2eIVsn8l4060f66dV4Ep1ieUzx2a8CiEmVs3dDQvPe924Zz/2D1G27naqv+KoyJ+D2d+1zfL9rAaHv6fcxsbEZqQzv6PR7O+s+60XvprsU6r2z2LfznzqfcqQUhaznTZmGP52QOV4nnY4h0Ipy9b76k+H3m5RIrvHnLdol6eaasAYQotaKdCoiZuO/ImfdjnHMDTFXO63pxts1ND+yDY42w1ym8bF/fglDOjmbZKryKYiKF3v7Ni/qGGnkz/ajm/TsUBKbHEOKFlef9ZnmmYlJqKjNaKzOB10svhySwEtL1vWN+qpmM3tHueZzqxP2K0YTZltbVhfH791jHTC6dEYk/JSwQD3hu/V8wwuUrm31r/7aOYuWJ60cQ83ZziUWudO961nGjNyMnuydygc7q9i89hRxhB+0yNcDAF7+v//RJxaC/8wXftL/r7/w29//wFr5N3+y8833cyr+JJSPPT7jvX8I4CH//9A59waAK+/zkz8O4Nve+1f5m+33OXZe5mVe5mVe5mVe5mVe5uWHVj5mH4KPpfxICVvOuRsAvgrgdwD8DIA/75z7MwC+AeC/9N7vAngZgHfO/WMA6wB+0Xv/P32/c9f5XVJ4yQZ9zO4EtE3yo0LU6+oHxjWcnc6YBwLamHBnPD040QUBxJ379PCkwccDarxhIjOmlLB/YLvxySG51JMP7y2RdVNTdhD6ofsT2u4S8hNrqJWhKmdESewYog3962Hvtvfqm/acESU4myOoXf9ZygNtVMRX3r6TOkUbVTnrPO/HgzXVi5ZqQsp8kuJkdBrxNkk/onivfiMiaELWyDUW+jPeHz0V7Tzr3k89w4eIHpz13dOK8TyzJCLSx00JuLNUtoRKtRVLXJKceieL14LcraI5akuzg6NTz5xR1ckQ6sQZsq2InYrQvSe/+/YHirKorZ1CDN8HhWuXD6J00ew/3x+Zftq5z1LHelqbznrMBTk4MqRPY5TqTflPQgWzwRQd5huYshKvKTOifGEQ1UYo55hQ6tG4xuMJCuYTCLnN3gp5J+ZgKsnXaYHJodSnnq60VM6eziX+fuX9zvu0ctZ7UjvWvQAh0tr83Wn0s90Wdcx4n07dCwHl7i5Gdmu7zyS1yJnuTQpomo9mNFF0SXIKAZ58+3cb166rZGk882Vz7LX+cJRYGzH5R0XL1e5ORqeks61Oavfefn96N4pwqZTTwnLHqprUJxCR+XIyjdK826G9KQLRkTRsmqI4Dtz6ESP+Txv/62NVe16qR7IVmexdDxGMozeCjLKpd52hOKbojeTDi4dhnTE7OjE1M+VUnWwfNa95Rmnf31ljjNYHpnjXiblIUiFrn6/e7iQDqnbm0jAGaCye3Xpkbfis3AGdt91332/MPCtS/bRjnimVoWeEBvRhyseeQ6DinFsA8HcB/Bfe+wMA/zuAFwF8BSGC8Fd5aAbgDwP49/j3Tznn/rWnnPM/ds697Zx78lf+h7/ww36EeZmXeZmXeZmXeZmXefl9VDwcvP9w/z0L5UcSIXDO5Qibgb/pvf97AOC9f1z7/v8A8P/xn/cA/Lr3fovf/QqAnwDwz9vn9d7/PICfB4BvvbXt8eCfAIDpEE929k9xvBeuBO6scgKqojRt3wkRNCmKiG+d9bvGSxeXsV2qsoxcUaJsiRAFGR+Jz38yst28Ihb9FSpRZNqV+6fq8UeedGIIgPGEiSpKmUXKOmm3EzX3hSBLo74fUS3LM5CZ15Otxj0EXvqwce/t3b6iJtWssPO1ER0hnVVRxggB77m/EfTF64Y87aiG0H7jfNbQjWnrHXUWwnml1ODHE+PfKmpj6kLrVG3a2zd1FqHgXSJWJ0/CfXUXe4YMnsUVDZ9H1F31pHdk5mi137YjA1Zv0t4vy4h8irP+FOiinM6s/Sti1F8PnNTUdP/9KYOhthpP1u8acq/3JkUcnUd1NXjuCiabAekzJSneb5c6+NXoJPKQeY3FF4I2fflGUKCZHI4NbR2sB8S7GM8adZT2OpYjFD0sKrtnoJl/0Obx23PW6sKK6tQ10ft6nke7X56FWj49F+G0MozalVDoxecu2THKeTF1LEV6NObkyhGZWn9uc8WFQpeTKSY3g4GVzNDcQUA05bdSTaamzDPjdzFfJNWNh/N2MgzOD1v11By7XJLUNMvPzqeo9/On9af3K6dQ8Zo+v8YqtSGhomknjX0tbfnPaGwp/VNzS/RMnWGo25Uvvojx4zBmWp/heXQPdcWf7mp4r8oBme3VvA/82VERGwPZJuD9U40zLT+g1zP1npJqO2oXCQ3sUPmoetVScxPPv5HDoQg4rz3eCgo4qr+010F2nYZtihQ8oa+Kj2aUnRs3wnnoCZBfCu1+RgR+srtvdakofI/1psiIkP18YXjavwS6BUawpwWOH4T8Ms0xGi/Udzory1HtiPN2doVj1Eb4i9/+dXsGtTl7rxy72mN9vQ7PioSfmid5jCIFOk93eYj+5aDmplwLlaLms6NxwUxS2WaO3n7Pzq/IfNZrMhy0tvBVZf2mbT6neaUeZX7auBj7di0HLPuRYdQfrnxKZUd/FCpDDsBfB/CG9/6v1T6/VDvsTwF4jf//jwF8yTk3YILxzwJ4/eO633mZl3mZl3mZl3mZl3mZF5VPo8rQjyJC8DMA/jSA7zjnfpef/bcA/l3n3FcAeAC3APwnAOC933XO/TUAX+d3v+K9/+XvdxEPF/XUa2oA2lFrpy5eYroa/mK4iOpJyLjvXAi8aIgjSHS8OBkZQjKkU7HrCf2nEsTevqmp6PdyCc4vdhr3lQyH6DwICiq91cDPHTwXuPrptRvh2K3NiNYY95EoFfWHy+0ndrxcFYWyoI00n1uJ2vjUE5ebMeS4mKSmiS+EqCTHOF8IyFV3eQGDF4OLrjwTxp8Lmsu9t74RfkOlkqQ/MFdTdycokqjMvhB+07n1OkDd7un3Qp6CkKsl6v1jeQWzZbrp7tKFl47M9q43uL8cHWP8ZjiPEFIpgEiHuvrJP4J0Ejis2ZPgOCp367rte8HnkDLD5OEmzxeQlHzYM3+G/HJAv00TvY3ij0emrCFEzTTXqfhSXH0JCd2kkydUiuE7qqgskgyGEb1T+5DTsUahWls4oeKM2kHvcrhW9sLL4bzDJSRb4dzmZiklkM9+Jfz21d+J7YmI0+Eb4X0qn0IRqXRpCUP5Zaget9mPpHHf7xtXubtOJZsWGtpd7GF4MdT74FqoW9dTvgKVhXZ30T0X+sJpN/BQF1LKcXkW360Q7rZ78dXn4Tbvsw6Yz3IxuD8nD26Fzztd09NHux/xmsdXvxA+PniEdI8RNrmbPr4bjpWXRJbbeapf+UcAgPFuE3Fd+rGXUX4+KMzk90K9d+VO2hM3ODzT6J33LL9AY50padF93HU7Fvkzh2NFSWqRh6wrLxOig4o48Fj9u7e6hO5aiOp1LlzgeRjNoRJLdXhg9S2XYL9IhPt+4Ie7pXPwx4e8PtHJ9dCvzRW2mJnbNqQZz/YgJ3ZzLHYJjr7wM+E8v/jzAGJ7Xboe7qH//PXoWsxi/UBjS55bn1VdCGUXwuxqyO7C5z7TqANv7tkxylfSTdrUcehrkLG9oj8E6OSsnI3k3GrjPht19WJoc65k/tQgzCv5FttzmiKlr0Kudq98AfX3lQ1sXgreEOubAZ9Ljxil5TGT89fhOEd098MYnHwvHCulO1PnGfSBQ7qzr4S5NVmnR4na/Mkxqr2gKqQ8Fs1TiiJO9o9NxWzhemgPGccNZ94THFsPDuz5NL6aI/wKx/E33sDRXfrt8J0M/0AQg5E/hctz+HIBjaL5882QS2PqSIsZJo9DxEFc/eHl8LzKUUC3F93n74R8BdBZWO2suHc3eht0mmuGg3fuNG6lt75qbu/5xeDBAnlscJz1ZWntasZ1gVT0NF73VhZtPhu8EMY69T3z5ej1rK2oTSecb4tbIdKYDKlydula7H+Kmjyhx4b8PfpDzDY4rr7yL/GslLlT8UdQvPf/EjizJn/lfX7zCwB+4Yd2U/MyL/MyL/MyL/MyL/MyL9+neHw6KUPPhi3cD1C8dxGZJxraObeIhG61bRdhobWe6AQQ0Ta01DmSPLfduCdaI5TdS7d+aQnu3ApPxP0PkatqMXwulLE6PLCcBPkECG0olxjBONize0yWiKQRman2gkJCMhxidCmgUf3Xg0ZuwiiF7iu5SOTaJRaxENJRrgRkLN1hVKGqgA6fS27G3N0vED0o9g8MoQVRgu4eXT/JQUyJBsE5uPFx49jpWuBfdh4G18bjl/8A+t/8Z+FexXUmqnH42T8IABhu3zZE38piQFeclBp0370hfBUYZvbOW2oR+c5DVEOiM4vhWsW1z4bvXv96qIrxJHJsnwsOr+lBQOSGph3ukF8PqE9FZ9YYHRJ3k0hnzQcifyGcTw6+Qviz29+zezRkdJdIrlDMLIdnZMYJiSGSKNdk8NlcdxeLX/1yeD4iROnnwr8xIfozPgYG4XfJOtutHGmFLq6sRDRLEbc7jKwUvDYRJLe8EtvVIR2Keb9CNFF5Q+2EIs0ekT9MhK2z2DfUufypPxo+exjQKL8Q3lne71u+kNB5obGmmqPI0TZRXwBOEZV2pGA2BZapOS6nbjrU+vPhmVxRYHo19LnOVtAcr4jGlv2AkPYOw7VcWaJYDeidIj+m5y6UeyHHk+sBncyTf4J6cbWoTP6Qrs907jUFFCK35YNwL3VvEeN4M9IlxBRlie7Lob3bWHIhjBOertdufzu4CwPwE/4VOnjpaqPe3Ftv2jWlxGX8bf47GS6gUjvVMdKi/3x4/uzNb0XnZJ375LDxb8ymtfGZz8f2rl5eXSUavb+NhTvfAQAckw89uEBUdTn8JllYtGjQ+ELol72aWzAQojoa/9VmUra7bDkcIyWmyd37xj1v5zRYXkVRmmqU8tVsXuG4Bu+BtYCmF6tExY+IpI8YYdTzrl6IEUWNMcf7sb4AYLiEiv0yoSuyRQgU6apKiwzMBlT4aXEfqjRHd8RzKyeNfzurK41je89ds8iA9bWU/T5n/9pII6LMonEiHcqZfMvyL7Lzoe+qD1ccCxL9Zn3Dfm95H4oe6jq+iu7P8u3hWJxshP5arF9FJiRfbtusy0Q5eBrDBkMkOyESkjNfzfKnNHd3esZgaI8xjs7aSbdj+RzVF0JEsPy1MCb0GH2ROlC2vARcZX4G+0h5LkRNZs/9WPjN7dfg6YGUM/+hWuOc/b3gap/kubmdW57a82FsSBk9x2RsdeCs74bnzdb5flUX0zE8I9SKAqesU/M8SVPk2+HcvhfzFz/p5VmhAX2Y8qndEMzLvMzLvMzLvMzLvMzLvHzUZb4heIaKh0OZk9NHNGK6d2gZ7WmHbnw7AQkQNy8d9KP6gJQahIKasscuplQ8MAUh7YiFCHc6KG4HFE/Ii/igiZB5IetJYlrhk23utM+F3XP68DYfqIpc/4LKLi99CQCQ3yGSPFxE/3tEtOW0Sw6i1EgStWJfRiRZKBcjA9VyuM9isIR0yojHCVFFoYw1t17jeBIZrVjvufIPhHx3Ooa+qYz6AR3JBwGlGt7+Nsoabx+ISObgINR5MVxG50ngXhuCyecS0j8dBHQqmxxFZQWhz1SoKBXNcS4g44ChNp3HrPeVgDzlyyvGJS5vBqRIqI/QvXRpCbNb4Z2bTnfreVV8WcQRZTegsha5qCFXhrSLe9tGsYsZHBEY46FXjJ4c6DeZnb8kn9TyT/ZCJKNapzdgVSHZD1EIRXgq1nEyCcf69UtwEyLaRN8U2ZLqltRq/P4udj/zhwEA5yeBa+tYx07PkKYRJVZ/IlIk1ZV89Zx95rYD+imEs8r4m4vXkQhBJj9aUbTi4o1wn49uhc8HwxghU6RtsYlownurb40lbsBjO+F5x70VLDxp5sO4GZ+FEYKyK0fgEmUWztM74HtYqCHAAGbnL2Ptfqinw05TaUw+GuXurimAVEQVU6J5s3U6wT4KddS9dsW8BQpGtDrXwjEWFZ1MDUVNGI0zfjTRSiSJ1ZNbU3SEuQR8zur1VwAA0519dJjLITdcFRt/Km9IreWSsJ/aeLa0HPn7GleVi6CxcDqNfWI3tE/H9ip9+IRtPDx8E4G0HAlFS/IOyqXQ5x8thpylGxn7tFD3buRQqx8Zn599TlGYhr+JoiRn+CF41pNrRxQP41igZ++cHDWuPb3++fD5Zhizku2H9h0kd6jIgHT1R8cWpdJnyn9zmealFFWHUd4p8034m8lKGC+6x9soeqEN+1a/Hj9mNL6uLT+j+20V6zscxGP2tq1dnsoxUZ5LllodGtrPOcbtsV9p3J1NosqNooacXzRH5hvrpsRjcwXvy3M+ybYfAspPsFwLcuuJsidC0BeWkK+GY83rQfWuOXc8Qsb+NGPER/lAQs6TxSXLi0neeyPcz6AZcTAn63MrGK2EqF6nQ7+Q41CP6X1GE8cjOM5nGreTnZA7URmbwsW1EI9Vu7C+k+XGpPDMUcFLXwznY/5ZsRbaR/a4luvAaJeNs6rHNLX5uqd54BNevAeqZ0RK9MOUT+2GYF7mZV7mZV7mZV7mZV7m5aMu8wjBM1bKDvXxiSZ1z5/DyWbY2Y526Yz45i0AqEUOslMa00Lm6jrZbV3tJHvHvgv/Tk1Hf3g1cD9P3no7HOMCX9448gsDQzq089955Y3v/4C/+c3GP+uOl+YWSa7s0ueC5v70rYC++bKMkQvlGQip2wyoQZampyIfQvyKuioG0R2pJaRCPQ1Z4LMd7BnXU3zc5dsBVRQi6ZfPI1hPRI6tOJYpkes0zSL/UHkYVwPfN9kO994VR/v4AI683uQh0XBp0Qu18T5ylIXO636ElHY6gV8MoGAeRedy4EKOboZ7wO4+SrYVqdoYJ7g1ejgXkRihgu1/A2dr2T+tWFRCnGehl3mMUkgRZsxIlGOdJNm344naevBtDfgkOfWdHHI79KSQ30XxZAurv/l3w7G6T+U2sE7KJ5vmyWG5OK26SIbD+B3RO+XgeL374wOLDFTkz0oBJXvAaN1yjAKcbIQ+0dsNyK+42MadTVNUmdDmUG/HSwGFW9oMfXk4PjSk1TMvwRG9d8OAErpyZtfsjAIyZ6jgPhFwRnnS0ZFdK6cW/XS/mS+TDIcRMVcf4zWz74X+VCmXZlbYsZZnoPEti3kt+v/Z5VCXylFQNNL7ytTMDM2VAsphiHAVVNoZ7x5iREUkjYFn6fa39dczeolUxTv8PvaZtq/E+zl2u+xsVWr1xXqRMlLxXhhzskdP4NgXNvAPAQByMbG+XZaxz/qYBwDE/pUoR+H565g8eNS65qzx72xhaEpQXSrbSf1FeRrVeAwnh3Tp4TPvoZOH+UQ8fH94YGpOlvmo3BJyx9N7N+OYTtTaXQ/9Qfk1brhseQqOOUbFuYDW9x7xHXW6SI85lrDvzXjN2bG8HahYVRbR+VjI8q48Shj5qUVUZ4zep3xeRQg7y0OcPA7f7fzWNxvXUFuKevjRv6etmV8/dvHzIRo0ukXVr1u3wndPGBWdzU5Fdto5aRXffXn3rnkBjJ6EuinobzPa/lr8fcuV15dNZ3iXJGh7y7Tb/1DrjV4X2a8H66aS7atQbkNX6oYXUT4MUQxTcCLSL1WkcjRBxvyXaifMt+6AUcIFjttZbjkuOg+oGlhdDW0o24sKddZXmJt2vB6OWdh8l49WxbzDZ6jMNwTzMi/zMi/zMi/zMi/zMi+/j8tcZWhe5mVe5mVe5mVe5mVe5uX3afFAULL8lJVP7YbAe4fjQaCn9EhZSc8tR8Mdht5GuyeN39XDeJEWdHa47qzPImUoMdvydhjTQtsME/vdfaNYTJmUOTuZPPXZqvLsrWmSxnvXNXTN/ddDSC9lWN65SC8qlNCm+1KScbeDpNuUkVSIvf+ZQC04fvMtjO7RyGraDIUrNGshy+UlOJkh8dqiNsikxJ0cGl1k8mSHf38LwNn1b0Y+d+/z+Shfp+SrWYGSz9ffCNSj6V4I5+q9VA/uGGXoFF1sXxKNeS2BXMZmfH+yk98/tvqx+0tF4VIy94eAFZyL76RFBWvUQeuY9ueNf7eOUYL1+51XxZ8BidQpckCkJ6lOqlkByHhNVvV8H3rPvixN/lcydunnQpJa8fXfAQAcvf6W0TNEfbF3fzPQW8o8s/eeMrnTZF6VRK1n6vQwuEMzdEl+tpIPMRkjkVQerykRz0jHirKeMvqqtpkk/ohh8Hq/Yv0qCVj2a06ypi4x2pPoIzPS86YH4e/k/iPkvFbCpNv/n703jbUsu87DvnWmO983V3WNXdXd7Ca7m5QotSlKchSH1MAYjmU7ViAHiBI7sX7EMiQniCNBQGADMhLHAhI5EZwQFGUzcCQ4CgQzESXZhK1IpNRUN9nNnofqrqFrfPO78z3Tzo+11r5DDV1V3ayqV7U+4OG+e+45e1h77X3uuXt93yo1JGRXEkdpyFoce3/V8D8n/VVyJSXJhGB5UcJPy5lHPQAAIABJREFURH7Xk1MXVgCRvPWkd7XXiF817MUVhV+/8pGEggRX3zzn/Ul98XqfT5dzrfLm1+BrhRVpCEbSrs/UoSEdRZpf1+91bruyvKpsP3/UT5oc3jI8+94krE4IxhqeqvXkwzEn7cKE+K0ohEg7vf6o8AQ07E8lf2X9nQ5p0vVe5SkDkaPNxqlPpubn8J4mkBJ57d0dlHKOmwtzUqr0tE/7Nsv81vvfzNon4gg+KZ6EAWn5+e7eJPGdv17C6WRtT5aXfMiQ3i+vXusmvuDX+Xw22aEiTCJAEitqgi4lGeuYudJ5+/rknnJvDVXa198js6t8RueBvl6rzUU2GzI0Xdf0MQCIa+IL252ZevjN7LmRzOGy2/FzPp8j+/t77l4PWf+07zMw+Q4RTkkY+76r0IN+3xAyvZKfKUkmEqWyfjQvS0iwFzyZ2ItuIUT2rmIfZR++Fdy3DwQGg8FgMBgMBsOHjfsxZOgaP6EYDAaDwWAwGAyGBwX37Q5BCaCSSriLqJOUly/5jISNA5JTYO4xb1qpx6vRFMXcOcFVW3jTn3G5pd+2rWhWQdlGU2j4UjEaY3B5VrO5uiTZYqe20Obbqu2b3iK/KgumVxviuiqiD05heFXGXt129Nt/reZVGXb1muHbHFpQDEcz26Az/dOQjimVmvmcAFo+RCsd2ES+x9vmk2382a3a6TEKK7PlXdWXKPRazT6HgoQ26BZo2Z+E+swr/ujxYDqURjPtijKGbjOXeeFDNUJVG9FtVh+aMAmLUCWS+S3eybgGM9u0AFAWc2NOwSQk5XohQ1Nb2YrKAVbhGV64PHsuJr7jFVNkHKc11b1aiPZF2jne4ZAVVcipPPkUnGqDz/lvsSchD3Floieur7Kt7NtUFD4EQb3JK4moekgSXbWgqTKJhs1orgZXqfscDJrF22danQ4dIjmmqihzWctRFL7tmp226Iu291h13VX9ia7OT6F2F9UO7G75z7yCxxzy4Qih+BxIlH7mztG68909RG2e89OKWdwnydGwvYNQQkrcQEI5NORBNNapLCbhQ6rwNf8TmbyPahWvLnRVKMf0eqbr61wG3+k1bH7N05wM02uXV/BSxbf42mvCNDQ8SedadZnHLm7VfaiKtlXbOT13rxcypNA1IV5oe1WgYDybX8XbLyCf1VdD5zTDNsRvy9EIuYbeSbs0rKXsz9qR26fqUHP28yEwU2EpoYTVaQifhHIUg+HkvPmxngsVnK6/Iupr/Ys8v3Qd7719GhXJt6O5WyBzT9fZcpwiWZWsyPFsKJ+2b7Sx7ee+3s/nw10VyUITI1G8ml5Xue38mg3Gfq2rP3KC27wlinuyfpSjkQ+x0nVUs1uHc/f1MssQST4PHSNdx6fVsvR/nx9Hwuzm58P0MbVBJPbzmdwXWhN1OL3PaVihrqlBgFAybJfqS5p/Q64dbuxOhWHNhgmr2mIQhQiLZKZdaj/fXs2lUK0i0LBNWVt85m4NwSuKydzdJ5mKmUNwt1vx4cN2CAwGg8FgMBgMhpuEc7f290FARN9NRM8S0YtE9DwRfUqOExH9YyI6RUQvEdH3fJB67tsdAucIlRH/WqkZTYOtDTQelgx6kjXYn7/KuQIoSyf6+Qr5VbFz6EkAQPvtZ4H6rJa6z3Zak1/2L55FeoUz/2qG40AzHapGtBDcovVL/tdX/SWh8qnv51OUyFepAPKE7cbya6ISJdf4Fxn0u0BVfq2QrILluXf5VZ7Ko4dPepsUkm01k0yT9bclr4H+ylKtoWyKlvoV/sWW9JdS3UWoJIjl18X5X6o9WU1+oYhWVjx50Ws4K6lMsxNP7cZMfv1ozF4TBBPSnPxS4n9N1evFtkGr7X/9yM7P/uqsNo8W2qBEdlLklx2fxbUx+eWCDrLvlOfP8DHJS1B5XLIZb677rJrePzSrqI6LZqoscp9fQTMBq169auejLAHJNukW12bO0V9UymoDgWSTzlrcjlAy5Zbyy18oWZhp6zKyi6y5r2TpxhOsv50//FF+rbZR3eD+YVu0pCUDaXn4BJeTjib690ISHJ/ma1Tr3ec+yFK4I+xzmk2aenxNqP5SqcIti932ZDdBxjHWuRNHV+3i+B0M9SFXIhQ/8DrsupNRkV8k9Zf5MvfEWc0b4LPzqv+n6eQ60eP3GZU1Uy5NiNqq6R02JA+B2CCoTP3qpVlgZS3QnAo0mpD8Csmh4F56TtrKY62/hlZWl5CcFM14/bVe26zlCzk1qFZAj/DY4j0hDMt6FuiuVbHjiaAk6wSI185AdeIxyT6t9vbXyDhEsivUqFWQfJTXSp8xWsnX+mvh9iZwmDMmk+yOaKZzzRrePfIkGtuc6TRtsf9Xz0i+DM2a6srJnPc24DpUM99nWS8L5JIbIn72D7gP8gtuckDmzqEjk7aK3+sc9GNfa6CQzN6aG6VssJ/SWck1o7/KVmsTX9G8G5IJXq/Fzpa/J2x/9IcAAEuSrTpb4D4km+cRnGOyZ/LEJ/izb/wR153OChkgoMkv9+L/sfwy7/3DOQSaD0RzzeiasjOZg25OJMHnB5Expzi+SpBB8y74X+L1XCK/kxhJPoRCcrrojlQwtSMarchOgeQOKTf4fpr1BmgelPv3p/89AJM1LtBs0jJW+c4OWrL7go9+F59zXuaB5MRJX33ZE/eLnpC6v/8zXK6Q7MOkiniOEK3ZqVNZO+OO5MlxJbKXXwQA1A6KX+m6pDsF9QbKg2wDEg1/ta3fzaxUJ2uvjEnZ4/tHdOxhbu8lyaHy+JPebvqdIZrL/l4cPgmSPChhRfxW/Lj8069zH5o1xE3Z3dO1fG4nO6xV/Rrp/UoQSDZinz8hz1GKTUnyq4SLS/4zAJwbRoQKysFszpV7GXeYQ/A/Avj7zrnfJaI/L+//HIB/H8BH5O/7APwTeb0t2A6BwWAwGAwGg8FwM7jF3YEPIbzIAZCnLSwAkCdf/DiALznGswAWiejQ7VZy3+4QGAwGg8FgMBgMHyYcrqL+fafxcwB+n4h+GfxD/g/I8SMA3ps677wcu63Uz/ftA4EDgXIhwWxJ6vjWAgIJCVGUK/wwFexoeMQkXbiGywS7vL3WPv08n1MUGK2dADBJ4a5bxr6cKEJySEJ5JDQEI8l5oGE3GkKRJJ6EqTrq1Nnx5QDgtPQt2XpNhJTTku06DTegYPIoKiEdwUHp39R2NwA4IgyaHCa1cPFVPrYkoQqREIbCEINF3tZsbUjK8yXeAg3WmTBWe/K74fqyzapkKAmz8KFNAjpwCMGVC3KOhDTpdqLqGYeh13pX8lb0EPfByXYpMNmy9qFG4RxZcyr0KJdt6VLOjRclNEFzFjSbk1AGIbn5rc/qZPvWrcscUxsrCVU074NmE25B8ilk3Pf06Ee4eWPeCh0c+zgAoHXmRR9eVsZCjCtlrGWbn8rCk5kLCSvaXuHyqhmX19w5i0JCLXR72Yn/5hIK5nSrNggRSiiUt4/4w7DFvpCMu8hb7K+RhC65Sn2mXEQJSENVZNvdFe9I04XsLaFcxYGjCCVEKG+L7+hWdEXyOUQxKBX/HCvhjMtXEly4tOTDzQIldWvInOhcu24HpDkiZBy9L+7oVvS22Iom4Q/qMwJfbhRPwkQUOh91azsMve8pkc5viWvoV3QN8riEjpESdTW0yZUIZT7lc3vSGn4QH1gDmjLmuqbofJfQE52nGI8mYVjJbNiOhqlQGE7Cf+aFBnR+TbXda57PkT0xpcWvRHLS8BudMxJCRLXaJK+BhoBpHbI2JOMuihqPbTzgcfPzS2xdVuoIxhLu0ZB5LSFIgfqUkuqj0Ns7WuK1XQnXKhSQHTjuQ/Z0HYx0bdDwjWoDUUdsKseCPodYoS1rspKOp+zmpA4NYdLQpPLoIxgt8hq3fO5bvg4ACGQd8aFhgO+vhmLGElozGQc38eFwQmIFJmF7bpyiGItNC17LQwnPK3XuTAkWKCiIfB0Az9N5gnXU4nUtkXAsT7BeXABVZ0P3wkce51e9h/R7k7avaBgh3ws1VCdZaCGUOqjHnzkNIdP5GXCdUa02Weu6ek+NZ8oNp8j7PtfM3sbsuQAgoYWBrDdli+d5NBWSBgDY3piIGfh8OEKyPXycz8kzHxoHmauk66HeDwZdZAf4/FjWIb2+OHNqpnwqCzgJEfVCABpeKv7vgnASgqZz5AKHoYUqAjH1/yTfjuSrkHCnYq/jRQjmkas4yDVEL1wp5aiAgq4JU2FCSpzfD7iNX/1Xiej5qfefd859Xt8Q0VcBPHSN634RwGcB/B3n3P9NRP8RgF8D8MO33IL3wX37QGAwGAwGg8FgMHzYuI0Hgk3n3DPXL89d9ws+EX0JwM/K2/8LwBfk/wsAjk2delSO3RaMQ2AwGAwGg8FgMNwEnONNslv5+4C4CODflf8/A+Bt+f/LAH5K1IY+DWDPOXdb4ULAfbxDULoAgVdkkS3gfhelplXXbdH3OPxKA0xcUXh2veo966av1812DsG5swCATLe7dTt+UbeMQw7zwZTykG6L6i6kbsdTMNn60y17mtPQJvLqFE62AENRDCh1qzzPUGpYhijNKHtfQww07CPc3cTCpviN1JnL9qRuMQbpALWOhFvJlmx+mrcqVVs6f+FFzKeuvx7ozNmrtMf9Z1Nb0/Ppy8frW1eXdQONcQBX6eQD8PrW4Rpvm2qIFC6fR3GYlXDCK6xqUi7zzl0gWvUoClCTx1E16VXxwW9TZznoEl8PUcZINkXZSLb8W5cl3C8g5BLq40MUNLRHVINoPPAhFpGEhqwN9mb6VNQXUIpaVDTszNRFJbez1zrMTRq+5UOhVJN+/WOsprGy8ToAYNR+CEEhOuSyJT5usb2ijNuVxzVUuhyGFYoPTRSlZpV/kKU+lKOIJfxKflrZPMyqH7W0g9ap52b6pe1ML/CPHeU49apQ7zf2wNX+dcOAz+v474xPXsOfJtfLedfRap8PqbheHcBsuzVfRpmX8p7nXDQcAhJ6p+EQXtVGoeo+0+1eYqUe7EnYlITmBNWqHy8fNiK+rSFI5VTolKrTlBr2NJejpOh0MHqKQ1xrF96Ui6QdEqKWt1cQ9Xdn2urDI/bYt6JxD1lN1Jg0jDOSML98POmfhNBoOEwpoRcakqFhEmnSRK17xfcZwCScU1Rchs2DqA047GHQYHvVNYRFQ0Kc82EdqhKlYan5Af6xLrp4WvpNE/UqDT/RNVlD54Z91LdkLZYQpEIUkryqW5aikHCK0de/xnUNVbf+irxe7ePvly/hWufeTDk3KlNzBEw+l1Cp5eWJopHYopSwrEBDmw4dB3XEPyUMTtcqVQbMLl/xITjlm6/w9apqpipvGiYUJ5Ow4MFsuKSWG66u+nA/9dNS73crrMITdzZ9iKgqVXn/Vb+Q8oqjjyKUsKL0rTcATCmjTc09J+Go3WO8DrbW9TsefFviczJ/VKFwU8ZaNfxFHc/FVQTyfYCmwg/5AL+PxgOv5OXDllVpaofDp9LdDoorV99vp+HK8rp+dcP7+vXy5ExdN+1LbdzbmM/x8R3G3wTwK0QUARgB+Gk5/hUAfx7AKQADAH/9g1Ry3z4QGAwGg8FgMBgMHzbu5POAc+5rAL73GscdgL/1YdVjDwQGg8FgMBgMBsNN4g6rDN0R2AOBwWAwGAwGg8FwE/iQcgvcc7hvHwjKaaFYmsRGpts7UycA8aJIFubFfBETqAykKq4NhlfFvAWRyCWqrN3xk5MYXZEt9e1RmdApSTON+/McgsokBpuvLRCK9KeXDtWYXYmzDfodBF2OURwd4eyJ1R7HWGpcudPMw73OJPZRs/5K7PpIYsaTIsOVtacAAEfWOfa9zOazYgY3FdMNXCOuG9eIBw8Cbwu1pZcznOMWXAvzsd7OlT77s/I0NOuj2xK5vUNHfNbQqzIC63gM+14mMJDM0CqtOB077iXztO2SEVhjVP34xhUkZzm+9KosuhrPOhpOYmHFH0gzH2uW66LwEoVexlbGNR4y36CBKburHwh/5cDL/4q7sMY8g2p33cf1TsufTr/W19+dkiCV+HGJ4Y00O69mCh52MTog2bFVxnHENlm7wNk8adSf9FmlHTuzXInp+XmjeH5v//nY/FvQT7ghd+BmfP1WuANz8b7XiqtVXobnNI1GCIUz4LkD6oMaiy3j64ocgY8lVq6DxFCLjcPV1cl6o+uZco40q3E+Ne+VY7XK80CzVqusLH37G4i/9jsAgELaFy6LDKrETYeDvUn8uFBLoo7wdSTGPswzX3Z/9QQAoLF5ZuZ9HiRY6r7A5UhG4Uzi78umyEKKNGXZjlFURGpVsi6Xm2/N2LF96hsoVx6S/nD8uMbxqwwp5amXFSblGAlPJpJ1EtOyvH4+DzCDpDJ77tSxeGOWe1QuHQDAWeeVS3N1vPataYT4TMKRxM3n5czx20UhmZNjkRvV8vL1K4hOSIZt5U/kKhstPr67MYn5v8x8rPyJT/Jnz3Nm5qzbQ36Z7a7raWWZuS+J8LzKqazaQST3fMk0XHTEv9o8ZuXerr+vqfSttivZEW7HaOAz68bpnBSxjp+sv+H5d/z6lXV4vdYxU3nfeHEB4RqX13avzZaj94HunufpBMpbE56C9k/XmjAf++8Knkeovint3vvYn8XCK38w01bfha62c+KL5OVCZ88Npu7Dk+9Bt8cdmD8WRPvnK+kdzlR8R7B/rG8wGAwGg8FgMNxl3I87BHdFdpSIvkhE60T0ytSxf0REbxDRS0T020S0KMdjIvpnRPQyEb1ORL9wN9psMBgMBoPBYDC40t3S337A3doh+KcA/lcAX5o69q8B/IJzLieifwjgFwD8twB+AkDFOfdxIqoDeI2IfsM5d+ZGFZQumEiISWhIvruHUrbuNHtidFSkNjWjpkqDAhOJtPFsxsugs+sl5DR7omb09PKjo+FEWm2Zs8AGQwn3kC38UrJwarZAYCrbpIYVKZLAb/1Bs4DKNr8fxDzz4UTVdSlTt6k1o6aGKFSqyJZ4a1zl04pYysskE2ae4tClF6R+kfuTDMHVQyKLlyQ+PMT58CYJXdHwmClZxlKzFEo/A7Gxl30Lw0kWTJVG03MloyRLw14dGgRMSftJ3WWv6yUUcwkX07GKZMs4e+gkQpWQUztpFkkdDwomYRW9Wfm6QnyAKGBpPcBvgWt22Pl2od4EJMTBb/VKhuDJdvqVSZZVyT45364yqfpMx/66lF/PP/RnAACHNyQ0pyx8FlK/pd6QrWjNjulK7C6eAACsXOYM1pUOy0A67cOwD9LQHpEmnc9w68e830OYi2xgym13ku2UCpkP0yETmvl4m0PfkmMs45hdvIiwIRk0V0Q+czpbsPZfw2EkBIDUN3VeT4Xm+UzFc1mvqarZRdMpGeBgUgeAmWzVKkEpdZBIzvpwP/WhKJ70Vcudz6ydZ5MwLJE2znuSofXgmjcTHeRwlnSVM4knWxdm6iTNCFwUKI49xlWe52zS2SNPc9Vvvjhpi2a5lpBCiGTteJntn/S3UIi8rUoaB2NZo8TmgZSXdXsoxL/iBZFEVpnneBKO5n1Z26zShWrH8QiQNbKxweEyGsrRuiBhFkEwFW4m67OE+2k24/ECr7/VrXM+m6uupT5Ds/hLOJxkTW32rsyUF+gakWdT0qFzv6npujOcyiYsfXZ1yYpc6tyVEMak6tcfDQl0u5KBVzPKhqEPy4vbkgl4WfxMQzt0nUySmazFACZZZiU0JKhWJtKVz/w7fO6f/BvuwlQWWs0WH8zJ2vr5FUcoNZPtXMZuDZfR41mnh3BHsiMfZ58sRJI7q7Bt6udeQXCex1rDY4IX/pjPFZ/Kh2MflhRWg5m+61qv90ZU67j0BEsrH/za/3nNc11Z+lA5XR9VIrz7KOeRap15YTJHpV3dx3h9ba7zvFLZ6KA2RHbmDPerO5jUAcDVpYyAJn67JeurZmnX0OI89/a/Kpu6fsHU8d245NchzIVzalb0hRe/6u+/pCFaazw3XM59iGoVNJ/+GBct66t+x9E2BK3mJOxK7snpZZ4rmjVb77FEwSTUUX1pPgNytTJZe+PZft6r0DwE9xvuyg6Bc+4PAWzPHftXzjkNVH0WnHENAByAhuiv1gCkADp3qq0Gg8FgMBgMBsP9jHs1U/HfAPC78v9vAegDuATgHIBfds5tX+siIvppInqbiDb+51/6uTvTUoPBYDAYDAbDAwNVGrrZv/2Ae45UTES/CCAH8M/l0KfAiYQPA1gC8EdE9FXn3Lvz1zrnPg/g8wDwB68MHfa+cmcabTAYDAaDwWB4IFDehzFD99QDARH9ZwD+AoDPukle6P8YwO855zIA60T0dQDPQDXYrgPnJununcQFprtdzx3QWLXhKxwnPS0VOJESlZjIawy8nuPTvYssosYnRkGAoMVSaMH2lWv3V+NpkwThmkjldTiW1Mc8a4zgaODLdhITrLGWJDGC5eGHJzyH8WDmen6mwoTXUGsilBheL1up8fMiqYeyRNrkmO7qFZHB0xhsiSkNVtZ83HFZYdteOsCp2I+c49hPjdsNRn2QyIoNDjwKAGicfYmvXeL+B+kYtHWZ65IYRlrkuMTsiMSdRlUkXeaFFNL2rMqxyvGYbRFrTPXaEQRvM3d9eEHKFSSH+Npw6wLSNeaSJJeVeyHx0ZraPcwmMaQa79gSacZdkcgMyMvEoXvtqLaZeNspbgUA0K5K4mo6+hhO4i6xu+2PAZgcdw6BxoyqvJtcf1T67Y9HMQqRQVWZvbAhMbNvvOCvXcELvuxp6NgV0n8AoGTWpsrRybe4vdGRowgHs/HWGtOt0qy9w09h4fWv8TnbHE8bLvLcyc6fl7pDBKsyRxaEZ3CAowrDrtqtQNlY8P8DAO0J32blwNU2UvleaXsh8epRR2RpG21kVZExDIVDU/D4pRWJjXcFalssNUky3yGyhOUC8z46B58AADS6lzBqrAIAqgMZTxk7lfxN60soZb7EZ9gXixHbdHT+Il97+CE/Z6NhZ6ZOH9sufUOr7iV1odKwb3+b2yexwW5v189nlWLUmN7KZZn3RTG5WUhMuI/TVn9QjpPKnAITX1a5xCu8LtHmOpxyvJTPMhdbXKYpgp0dTKOUWHgnfoaAEFSrM+XQRR4PXS81+r0sneeLqMyil8sVfyt29xCkr7O5NJZb5oGbiuNWfhMd53VM/QyJtEW5Or3eVfcGH2uv5eaFrs4Tfplco3yBgAIfxx/V+RwdK6zyfIJyOgb9qzgqykGKRcoTRQHInChf/gbXcYjPwRL7aJlUMVjjNbe5cYrPEd6TE54N5TnStYcBANUrcksW3lq2y3Ycb/EYJottkEos5zzGUY/XMS+zSgSIH3iOkKyTySMsWZp1XkLzcf6//zbPEbXN6NIVKWYiXb3w8ssAgKHYNKzxGOm4BJXEx7drTLz6cuvNZ9kWKwcR5DyPijXm77TOvSS2zGfq5DezwRdJi/lP8YrIfn/0uwD9XiD20jU9WOBz3KCPUOWmpX86Z5XLFy0Jj2Rh2XMSAl0P5R7m+XULSwhEDtVLest6oXH+IRI/V4PDwq8USd1A78v9HqLDvPY6ub5y4sSM3YKHeV4Utebk+4/e46UclfdFWSLcWZf/byD/fg/BYf/86n8ruGdChojocwD+LoC/6JybFmw+B+Azck4DwKcBvHHnW2gwGAwGg8FgeKBxi+FC++Xh4W7Jjv4GgD8B8AQRnSei/xysOtQC8K+J6EUi+t/k9F8F0CSiVwE8B+DXnXMv3Y12GwwGg8FgMBgeZDiU7tb+9gPuSsiQc+6vXePwr13n3B5YetRgMBgMBoPBYLirmI6MvF9wT3EIPkwULphoTgvKovApxDWOc5IG/urRvVEKd68rLE9+pHwF8ZIgjhBsSuycxnPOeZDGUKNaA8bj2fI1r0FlEh+r2sHBxdMzdSmCva1JfLXqyms8pmovi+6zi2KQxB0HQ+YrqC64izheMWssTdoocZIa51h05Jpa3fdd23f4PMekqg646m7DlSCJa2xcfFNsIxrwMlZlJYAq2nvtZbHBuMpxvtX+JooKx2R67sBoNk49X1jzfQk1HfrcGKteNuUZ4l2Oa8xWOT40viRcAuUERBEgqrhq9+ICx73morcNAKHqc8/H9WudxTViJJWPMpfLQvkGfFDKS2dzPcCVnuNyVUp4jWOV9rrSee6AIhf+A13DR69b7lTZqkceP8Ixo+nbb82UU64eQtATXoxwZio9jsV1wllZOP/yVMyzxPVLrKu2NwAm8amiRT9c5JjnmpSPIkeg8fJif41TDTaEUyI+5RptkOjfa7vGzdWZa6nIfGw/KsJ/qHJ8b5zx8TDtI5P8EckWx/hrHHnR4HOrI+7LsHEAYcl1DhprUg5HRyonoVtb83NuRWPNlTukMc/NFgrVtlfO0PwvUJo7pSw8NwhzMexU5TWi3B2BIr5eY5QVbjCJQ57PNaH+6vXJHzrMNskyxCuzuvc+Zv9a80L8v1DfVE34LJ9wZeR8Ep7ANGbmycwH17hja0oZHePo6vwZ2mbM+T1ROnMeAOAc67crz2lSN9sz7w38uF0PbmoO+7VA20UT/o+Ol64BXgt+PgfIbKO5uRr/rX6zsuznqMan63ropvy3MuK55XlmWqz4W1mJEQ8lj02bbRBsM7+rnFvrgjjyPBZ/vebccFN8DR1z5dc0mdszfvttPqV0GJ4+J+Zh+4w2ZoUHPQWxvHo9y4fC4xIbB+MUYa0yawPNhSH3nmDril+jfLy75hnR3DqaeyaK/JoZVrh/yRLfu3zM/876JF+A5+VVZvpA9YbPy+Jj/YU7gHSSTwgAUOQTHp7yWZQXKblYEMWen0GSE8PnEJFyi7L0fVY/8PkS9H5cq/l6nXzfIMmx5IRHSMoFG4/8eqjfN/IDnNuEJNdJOOoDVcn5dCNfvofAHIL98av/reC+fSAwGAwGg8FgMBg+VLhr/96w32EPBAaDwWAwGAxiOyu8AAAgAElEQVQGw03CdggMBoPBYDAYDIYHFA5Tiu73EeyBwGAwGAwGg8FguBm4a+en2u+4bx8I8pJQCjk2ksQ1YSXxgV9hvTZzfiAJbyggTwKj6yQmozD0hKxCCEpKSvKkzTDE8MlPAwBqF4RAq0nMlHjT4QQi2cETiM9yEhcl/gVtSXK0zOTDYNj3hDBPQlKyrhIIo9h/VgpRjJRoJEQoTVpSNtqeTKnXaJKvcDxJA+ECcRElNIstC0m8U+zs+OQpmtgpSPn60reFP4/6uxOCoybREXhCc5wALSZjYtifsVcyZmLVqLGKiiR2Sgbcn7zCdQ9qTGxr9Lm/RVxFJES2QJN6KclWyGv5ymGfpI3mEqO4ZbYfDbqYRygEsUxIxUEUIjnGhKmyJ6Q0JdEpmU/J4wH5nxjKIdtLbUsHmdiMrfUJeVEJXUq6mkoO5knDShrVcVVM9UnJ6npuUJ8lC06Xd0MIaV3Pzd87y281CZOSGS+fQykJxAIh6JbBLDmvWFxFqG1UEqWS6AIl6ztP9CsOnwQAVDpyvSTGoyxFLonJkl0m9Ae7THD09hNfcmE8sZv4p/elhG1SxFUkQpgkITJH4Wimf0rAByaJ+bQPe23udy3tzFwzjc3GwzPvY6RopFKnJguSREpK/HNp6oUAdg9/HACwOBByuM6v6cRUXSVdi43lHPUFimOER47OnFNusd2CVlPaEqPY43LCE5ysqrwoxE5Za4qLTLIPH3/Sr22eDCzn+J/VAprMCREaIEl25ZSsWRSTBJDh7K2KpgjXSrRUgrsnP88l/nOu9MmjssfYbnjuD2euCWq1iQ9eJ+EfgmCScE0TGCqxVAQMggaTJIM0RbTW8m2dbo8ndfcHkz7ovNb2VCcEz2BNEjlpqIKWV59NLOmqNZCOo5BHi1jWFp2vlRYqu5f4fO2XrgmyNmetVX9dUEi7ZB4VIgLhghBhJuIUskbq/TKSe2wwTY6XMe8ffGymPVUluqcjkMzHQEQE8m0myWqytiCJEC+0Z2zq58b8l7SpQG9/b1YydTi5v1c+9jGu64wk+2zImMn6jzIHgrmvS0KKpa4IICyuevvpuh9Wk9m6hTxbLh2A0z6LvwdCzFUBj7K1jGCTxwiSLFTLVRQbk0SOgcwRFRbRsYv3hORdbSBQf90V4rFfE2SeBsFknst9PTv6ET5FkyF2tqaSmfJ1gyMfBQDUT3PSQ/XfstH2BHJdmwPxlzIS/19YQ17hdaa2fhr7BfdhxND9+0BgMBgMBoPBYDB82Chth8BgMBgMBoPBYHgw4ZwzUrHBYDAYDAaDwfAgwxKTGQwGg8FgMBgMDzBK2yHYPyhLQhEJWbDFBKTqoRKjC5yxMd1m0lvtBJP6ut/zowCA5s5ZT3BVUqvPbiqZBGnQAwb8WdRsz5wDJVYN+oiEYOPaTD5Vcg1puULoic+96f/3pEzNopoI0a7e9ll5NatpTYizaY1JlbW9S8irTM5JtpWMJGQwIZeVDb62DGOfKVChBC8nfYmHeyg123OLCUGaFZM212faCwCjOhN695aeAACsdploGpRC3iXy5N9YSMGhEKmUzFskdYQkWYeF1LR59JMAgEiIbZWs50lIep2SiZOMbXtl4XEAwNL4sicvhg0huQmZT4mO4bm3/Pj5CSHELupIBkznJuRthcQQKsFtBo89BQAYtg8CAGpb77ENhFi1u3gCK5de4fqFZOXLFzJj+vh3o9vi7K/tDmfaVULWuMHEsTyqIZY+61glkrVZx2OQcJ1LnXMoicdPCYVKOL78MBPgG+ku9ipMZG9mkqVUrlHbBmWOMGeS2/oCE86O/H9f5HMjIdkLGRVh6Antmmk47GlWacnm2dn2GbSpyGbMGK1IBtii8ES1qCMkQyHxljH7VNZYQRHNZvuMu9sz52r27DKuIF1i2w4rbB8Hbk9ccB96lSUsyLHAsZ36VfGzXIiwzmEUM8FuSdquY1Qfs/026rzGVNwQFbGlJ1YT2yR13O7ElZ6tpoTSZIH7Fy5KO9MxIJm6Y2lHKYT+4QEma9Y6PL79xeNol+xnrq1kWyG+CsE9H2whPSVZYN8nqy4A5N9+gfuumVBDJlWGMg+oswPXE6J9Q/xA1g+f9bQsvT8ogRMVtkGxwj5FrvQ/wynhUrNbuzkhBIDXDgC4vMDrz1r/DABgnHD5O9EBrKVMfG69/nVujopDSNbf6MBB7H78M9wfXW9EzCDq7/q63HzWWhULUEKyZtWuVkAyjoHeK/SLhBCRg8VlPxecnJMtMoE4uiwky/EApZDnA71/KLFZ1vTBGpPtk+EuMlln84j9vjpUEqkQVoNwQoqdy6aubek1D2IQctmNhMe4OubXIuS1c1BZxGKH17ZE7zVi07DJ46ECHuVoBCfr3zDhchc6PB66doWUerELzZgbLki/GzzW5WDo1/BA7u3FEe57oCRj9ZcoQt7itTIeTjLKA0Ag4hnlhbPI3uWM05ol3knmafWvvNpGIQIC8Zjv8eFYhCik7UE6Wb+1fTFkTmiG4ZEIdjjHwgYASvHbnUN8z2h1OeN53N32JHWIX6gsAUk2bRXIwOLKZN2Q7yCBEzEDzRScjSblOemnEJBD8f8gSSbEf7kfRQMpR3w+by1j2OL7WnXAflXb5Hu9/x4UyD22yLz9fXZ76bd+n+nVVrG0d3amDsPdwX37QGAwGAwGg8FgMHzYuB85BMH7n2IwGAwGg8FgMBicY5WhW/n7ICCinyCiV4moJKJn5j77BSI6RURvEtGPTR3/nBw7RUQ/fzP12A6BwWAwGAwGg8Fwk7jDGwSvAPgrAP736YNE9CSAnwTwFIDDAL5KRI/Lx78K4EcAnAfwHBF92Tn32o0qsQcCg8FgMBgMBoPhJnEnMxU7514HALo6ueWPA/hN59wYwGkiOgXgU/LZKefcu3Ldb8q59kBgMBgMBoPBYDB8UDjnbkdlaJWInp96/3nn3Oc/YFOOAHh26v15OQYA780d/773K+y+fSBIiwCZKATUVjj9eFgUCGusFOHKWRHZyoiPv3vwB/HIpT8CAASqCKDKGKJUgjgBmsyGLyRduaaKh6qlLKSAqA4MV08AAKo7ohSj5ybyWhQoJf25qga4TOqcUoBIBjvSD1FzENZ+pbfJb7MUyegKAKBUZQFVSBKFBFVzCIrM90tVHUo5J49Z9SDKBthYYsWPdmtjxl4t9w2+ttvxx1Txp1Ky8kmvzrYJRc2i0b+CSBQaMlHAcaJ4UsasStBpHcHqnih3DFmFY+0016UKSaPWAXQarMKhijBxMasAtDRilZXAFROFpJooBok6SiCqUW71IEiVb3SSq9qBpJpHWXh7+af0ZVbjiSpsG5elXg0iq3GdlS73ZbDKSjOqKNTqryNts1+utx4BABzonOJzZHw3Fx/DTsEKVfWY2z5usrqDVz7Jh+jWD0z6OoVA7K4qQUWYoLLH/kHim07Uahpj9q00rqOQZaEXi3pVwYoW3Rr3d6F/CbkoYzy08zqXJ7YMYh57Vf9AUp3MH1W4ENumhx7lU3Yu+TarAkWwdogPiF9Qbxeo8Xx2an9VmhHFkyyuo5uwX9VEXaURiJKH+r9X+YnxXsR2r4fc5txx+1ZLbk8t6yGTcgjsFwXxOdsJ+1+A0n+WJ9w+XVS1Xf2CbTWgGijk8YyIx2qY8TxdjTalbwG2qryet+qiqjLisSr7vB5RHCEQRZdxwutNJeb1o7F5hs8RxaPW6HVv26LB41nE3KdKe1ts2wUyUcURNZRr/fqlqkLXhSqldTtwKbePlkQlKhSr6Lor6xMAr8ym56j6mQtjwPEYl7KWq98Wss4WcQ39Bvt/s8fjdqD3LgDgdO1pAMDx9C0AwBLWvToWVNkoFLU06T+c83MrF5U6XdeCdOj7WbR4HJ34pPpm3uT+RltcbgCAdA2ROaJKP6qihjjxPq3zsdfged46wHWXQYTK5nsz15ULvL4GXZ67en8Y15f93HdeMYjnkyqFRfnY1xVU5b4m/dR7RzXt4krCSlw1EuWaORWwsMyQiqKRW+Txq25z38st9q+iz3aLmnVkbW5zpMpz4ou1HVb/w3g4Vbgo2i2KSl+q9z1C0eH2+HVHrlP/8IpMoz7iXRljWUtUXcmr8rQXUfb7coj9UxUBg0yUoOKxV0+K+jzX1C/y+qzKXJCOQDGvO/q9IJD3papv9XYn92ix6cI2K0qNm2KjUc/7jvpbeOUct1PKJbl/Is8wOsyRIklvy/cdmFovowqyQ6JeJYpZeg5VRNmJCG7EfS6HvN6o6uCoxfMsGXVQHcp3EZ0TYpvswHGxG49DZ+kEGoMNsYuMkdpf2tUY72BclXv0sIv9gtvYIdh0zj1zvQ+J6KsAHrrGR7/onPuXt1rZ7eC+fSAwGAwGg8FgMBg+bHzYIUPOuR++jcsuADg29f6oHMMNjl8XpjJkMBgMBoPBYDDcDByna7iVv+8QvgzgJ4moQkQnAXwEwJ8CeA7AR4joJBElYOLxl9+vMNshMBgMBoPBYDAYbgIOd5ZUTER/GcD/AmANwO8Q0YvOuR9zzr1KRP8CTBbOAfwt5zh2mIh+BsDvAwgBfNE59+r71WMPBAaDwWAwGAwGw03B3dHEZM653wbw29f57B8A+AfXOP4VAF+5lXrsgcBgMBgMBoPBYLgZSGKy+w32QGAwGAwGg8FgMNwk7uQOwZ3CPfdAQESLAL4A4GlwqNbfcM79iXz2XwP4ZQBrzrnNG5WTl4RBwnJg9aZI/XV3EbVYrm4i68nSVyoduFysI22uAAAqIg/nApGgVClKV8LVWMJssMASgY1tkQPTc4IqnMiKRRnLd20d/gQAlpwEgECk18bVBbTe/lNpOUu1eUlMldlrLAIiyahyhjttlvha3jvD1xSZb2shUmgqaRb1WCbMS5FFMbIFlhEbV/jcRCRBVQ5st30cTZGj1M+ikchzilQprT3kz6+MWI6tXxWpQZF4dCIP2WkdQXMgEqkiPZY2+NxOjdsSlamXFAzHIiWq8qjSt3crT2MVLGWWhSJLqXJxAY9jGop0XtZHKeUFdZa4K1RiTmVEsxTDh5/2NgSAuM/9LkSaz0WJl2pTeT6VvQxqfA4triBvcX/iIdtiRuYVQK+hEqElepHIepYsRTeqsZ/G+dDbYo1YJnRUEVk2lRKVcssgQhpwX1UetFQpV7F/JWf/22iexFGRHVWJSPUPlTod1dYQiC03M+5LJWRZwWXHcnYuCL18aq/JKmlLIpFJYttie1vaW6A8dAIAkIkkY5hye9Qny6SG7YMf4zo23uRj3EoEe1vyT+ClQ7OWyC2KhKT6haMAIQqxIX+msoYXKyxx2go60q4M9YDtnBCfWwW/34lExtLt4c0BS5M+2jzP5UHsLnKY/aKOJGAbZrFIUAoKkTxNSx6PvIxQOJ4r45yPHWlw/4aOfWhjvIgTFZGXFOlW6nCbVX40qCQgkUMch3xdJpKnYdyfbUOt6ee8lxhU/5W1Klpa8vK65SrLU6qUpZN1iNKxn0cqyUhSnpfRFOnefGfH1x/osRO8TtKUbGWQch9Uxnd44CS3J+NxcEEIB5HjFL8n8YGd5Ud9OTr3y2B2rj2cvjnzPnCFX6uKtvhiUyQpxxPZ4ljWuL0VtoVKLJaxyESGhZdZVDlUlcvNK2yjWMduOARkbgyOfHSmf6lIxuZRFVVZO/VYfbgtfRLfSeqIVHpynX0xkFddiyHzYLN2DFUnc6zkeT2UOdyNuIyD3Xe8vGWtLevaUPxDxjdKBzgSnuGixf6Z9M+JHskobPj1Qu9LVemvStgWU3K1yWWW1qQ1kR0Vv1VpSypylA1e61SWM1LZ0A63s+wPJvK1CpXrFlsUMlYoS5D453D5KPdXpHmdyCBTkiBocr+Qiy/vinTnIn8XoErdK7B4mW5Z/7sLLOayOHqDi2gtI6pvSlvZprlIeer3j7K56KW2vcSprIsqI57X2kjm56z8Kq0SwF4ut9/zcqNZQyRxWywTnXRFMjwI/L1eZUFzkSJONvm+kG9vweVcV1iV7yDiV2HOvpQlDVT6WzOfDQ48BgCo713k4zLPWrvnJjKjgrzKbYhS7lsZxP5+NhYpbgCo497FneYQ3Cnccw8EAH4FwO855/6qsKPrAEBExwD8KIBzd7NxBoPBYDAYDIYHFO7+fCC4p2RHiWgBwA8B+DUAcM6lzjn5+QL/E4C/C+D+GwWDwWAwGAwGwz4AZyq+lb/9gHvqgQDASQAbAH6diF4goi8QUYOIfhzABefct290MRH9NBG9TUQbX/hHP3NHGmwwGAwGg8FgeHDgSndLf/sB91rIUATgewD8befcN4joVwD8PfCuwY++38XOuc8D+DwA/NY3Sgec+g421WAwGAwGg8Fg2P+413YIzgM475z7hrz/LfADwkkA3yaiM+AUzN8ioofuThMNBoPBYDAYDA8iHFhl6Fb+9gPuqR0C59xlInqPiJ5wzr0J4LMAvuWc+6yeIw8Fz7yfylCaEfpgZYUFYbWXxz+GRNSFXMaMeRJFBFWzyMIK+o01qYyfl0pVGRLmfJCnXsWgMmZFClUm0mujIvVqMeO4OdO2N6qfBADEAbP5D+Iimgt8fSDKBwj5NWuzEkSvecirGqhiRLVklv5um1UOatVFRIWoEonig6oT1OSVpN9FvY1RldUIClGyGLW43HHAyiwhCqQR/w95aYgSghMliKy1jGjE6jaqdKIoaNa9sqCGvJnMHMuJ1QWSktu9F6yg3mQbVgtVVuDXIuFGNKM+dkpWCVG1l2rEKg4NsBqSqkaN4zqqLbZtssRqIaGoq5BXhAq9WsJGk5Wb2lVWUUhkfMsoAeqzyhaqXqF+QUXuFU/S+tLkOkwUZ7qhKEA4QgJRWVGFJHlVf9mjZcQk6kQlP/+uJqwYkcg4lxSgkGncC1kxIhblmfWMfWcp4j7Uyy7KCttQVSZUDUKVWEoXoltw/f2MVSaKkm2TBdyGOB4jCrhfgZMxWhAFFFFrKUVBBlHs69xcZMUeVa6qiZIKFRkWOudn7KWKWkGV5xCyMQJRuSCpU23sVWYoRIqKXM6+GBfcjgXiOofg40lAaJZ7/joAGBJ/VsrvJFlYwckmq2YMHH92vsd+V49FuYaAjQHbq91iulMccRuGoSiypGzjWjT2fpmJjYeFKKkEorqVhxhX2V7lAo9fOOQ5RwNRC0oqXpUlLrl/nfpBvkbmcpLynCzCBJGqYckYZ7IeYkn8rrWMVJWbxLZ7B1j1aaF7gd+3jqA+5v4NKuxnzYGolwiqW6z3EJVuZvyBibrQ1hqXW0s7fu0kGddozG124UQlS5W3kkwUjeTGWs343GHc8ut0Kgoq6tM654JI/CWsoke8bh2TusJVVjWhEdsYceIVg0In6jR1to2TtT3Oh1et6RVpj9ZZLomaWLzr1X9UmavTZPWiTsC+lNAYoSjOqW/n4kMEUbQJIq/W5lWFxO9RYR/SNb+XN9ATP29GbDdVHVLFsTKclFeKIl3g1brEflEF44jXkkjatxfxWhohl9fM35dUNa2lCk5LPHY6PhSGgNx/dL3dbbL61KooL1Et9etpXuH7EbhYRHI/CLJsopJWkTWqxufqPUIVp7Jq26v8xaKUp8pQaYP7Ei6MkKhN90QhS/w2k3tHGVX8PX9zkRV1FgeXAAB1Uc5TdTwqC78eBjp3RWWIatw+50p0Wtz3XNbShT6Xp4pv4bg/WQ/1XtjksQrb0hdRHoObqCmpYo8qrEG+mwRlhljsrOWGI1EWFFWsYDzyCoxBlfvrZO4WqvIW1fxa4hWIpM15VdY8WVPzpO7trsf2pN+1tOOvLcTf/fcNAEu4h2F5CO4Y/jaAfy4KQ+8C+Ot3uT0Gg8FgMBgMBgOA+1Nl6J57IHDOvQjgmRt8fuLOtcZgMBgMBoPBYFDsnzCgW8E990BgMBgMBoPBYDDci3AOcPPJ8e4D2AOBwWAwGAwGg8FwkzAOwT7CYEzYTZlo1K4zGWyh8x7Kwyf4BHm6c4GkYBfy2ojqiIRQNBCiTeyYEKTkw9ODIzhe41Tf9URIxSGTYfqOSTVBUCJMmAi0nTKRreKYiBOR1O2YPLUXrqAuadWDBSYHKlGy32ByWj9awNgx8aaXcV31cEL+BYBRpY5uzvVXQib5tMDEyUzIOkp0HlYW8NaISZ4rsZB+hFi91We7NeIxakLWrSRC6GwLqS9h8lWQDpHVuH9KbDw3ZtLQZp/rfHqFCaMAsOOk7GCAaXRICKJwuFx/FACwJkQjJSwpkS9AiRBCJBUC6MU+E9kOC685JCHnIULQ5P/bB4Ss1RK6khCj8tYKujX2kV7JdYwTJlQh4b603Q5IyJRKHFQioBLu6oNNT+zr1nncBkHL9wsAspKvHRUVNCK2dynk5iAsZtoQocBuxtdvD5jcV2lzHzrFYQBMVE3Er1IpOy3bM7bdHHN/D1RKDFpMaKwKQU7JnkqYS12CYc52b8U89rtjIerJ+rfQWvIrR+6ExLrKpMqKEM+CIb9HGCGtsd26BfdlIITfasJkzWrZRyjp7WMhSw8S9qnl8B0uJh16IpySPLuJEMvB9huVVQRKzAYT6Wox+7v69qjkvg1cDY2QfbBwfP2FHl+zUOE2UOT8Z+/u8mfLdf7scodtcrA9wmqdiZs7jtsTiVjAzojH8cIuj91jq3uePLxYEXKnkOK1nmYyxnsD9p2VJSHfyRpFqRC2gxBFg22aBdyf8yMmfD9U43GMa6nvdytmgrz6bRbyNVURAQiLFFlcn7EpEQ/2u63vBsDztSMiBAlx2XsNPlfXGCWp1ihAoG0VAudYhALWhRyfJCsoEj5/MWCycj3lchRZWMEolOsjvi6ifMZeEeXol0J8lfVW19V+zrYYF9zv1WjPz8PtxZNSN/uvknnJOe9fu8RjPg55ziSBkLLDCLVgJLbgOTJI2v56AIjb7BNRteHtkgqZux+yb49LERxAiLLC/dP2kV/fuJ/9so5jso7JyjSxsaxVeg+rhhPyuvrXqcHDAIATjYtizzo2CvazRxe5rkgJp3Kf220cRkfWEhVt0HuNCg/EQY56FMzUNWpzX+qH+ZqouQ2PhghXSFszIU1vieBAEUSe+OwJ0EJcLR7iOVeJYi804cS/Bm0eo80q30eV9Mxt5v9bY54Hgaw1KrjRbR1GW8YtlPKUCD5ocV92kwO+HB2T7TrPz2rBY602H4ZNHAxeZ/toI3L2HcQ89/J625PKU8dnjZuyzso9bXV8wd/7dEwqI54jsaxzKuKAStULkKw32ZZKJB+Lb4WUe5vqejte4LmzkvBrHCee+A0Rg1Dydb/CY1bLul48ZSwCFtWcbZCGch+hqu9LS74r6Fql8+Fy5QQAoEE9LwbRKnawX2AhQwaDwWAwGAwGw4MKt3+Sjd0K7IHAYDAYDAaDwWC4CTiYypDBYDAYDAaDwfBAo3RGKjYYDAaDwWAwGB5MONshMBgMBoPBYDAYHlg4GIdgX6HXd9gZieJGwGoAUSPF5fb38v+iQlMRlYgIrAJwfrCGdsLM/UDUgLKSFT1UveJAbQ+pY3WEccBse1U32UtZfSF3AWohlznI+dw3LrNiw0OLfLwaMdM/jSLEDVaBCETFIRCVCVUtGuUVnNpkdYpmlc8Z56zYcKjFygFpESIvRbmjym3dTI8BAFrSp0o19X3pDFndYG/IKgKtCrerO+bjO4MYNVEfWKlxHT1R/TjY4jTrtbSDVBRKdh2rEOyNWDHgQJNVK1SRgvuhdouln4yLXT4nzQntmihEyGWqENPJuO7RIEYY6NiEmMbGiMeqM+J66kmOoC5js8z9bDpWalDFhX6yiN2Crzu1JSnnpWEqJLDWXPT/VyO2UyNimzZFpam7sOz9wivXdLi83lhSuRfcl7VW6v0iFlWaUF53RzWpp/B1xiH3YWskaiaiAnNubxF1UVfZ7IqaSovbp6oXDVGI6pd1nC+eAgAcX+TxU4WkjLgte2kTG6IOpYo6lWii2AEAl4arSAvuT7vCY3y69jQA4EgiCkkFzytyJfbqrHKxN+Lx2+6zf9Sk3aMsRBRyW4+0RHGGuNxei9WUxlEdoeN2qFrFlTHPvbfXuc6jy2P0xrykTcZtNGOLKz321VpcYKHKfR5k/JoVPOjvbMk8bScIAr5uQebNKGcb90d8br8SI5Sx2Ohz/+pJPlPeUoNtvDuq+fICac/5Hbb18RX2xbwMvLrTq8V3AQAeWeP27AXsvxUaoZClW1XFdM6FxMolunZVwgzbIR/bS7murR3u7yPLPA9a1Z63z17OdW0N2U4TLPj/6nE2U2dR8jh81zL7xDhpISrZXpmojvQjvt7l7P/b4xZ6qaw/onZUjbgcnQ/dtIbFCqtVbY1a0j9uZxKKjcsQmfji6+9xvz56lOtWv9W5cnmwhEHKdvvIkqyv7Se5XbLGRJR7Va4g43Muydo0SvmcpUaOJGL7jDOuO4nKmXYV7cmtNZexUuWbjTGPx+WuzPO4xFKV/XRURDP9jGSdGxchKjW+RyQ1nk+qbqOqLTtglZmtYQuJKJY1RGVLVa3+7WlWV3rycM9/tlk/PtOug5UNAKx2tpfy2OyBX8uSZmyblxFGVJE28nhSTeaMqAIlyzyG46SFRNbcTpXb+m7nIUyjXRn7/2PtQ8LXrKWsVpceeRKjRPxB1HKGokD3yjqrDR1qi2KSAwq5J7ZEQWss2j8Ha9zPyGW4sMTr12KTj6nKX0+Udc52D/p7zjDjMRplXG41ng0dqYQFkkUez1qD+6nzoBBVq8AVuNDn+bwz4PbofW+jw378qSMlxqqKVvDrycYpvr4u81z6XwYRUlESVFXD1y/xvf/kGttC71vTKFPuQ7DAtq5XF7w/OVE2UgWtHvh1WGnOF4OeqOl1U54XOueSIEcWcv+Govo1FD+pR7KmooJU/J4q++dLtqkMGQwGg8FgMBgMDyocUFpiMoPBYDAYDAaD4cGFhQwZDAaDwQAK/A8AABXsSURBVGAwGAwPKBwcnKkMGQwGg8FgMBgMDyjuU5Uhuh+JEQDwi18cuxPHmYhzdIXJNEdb2548t5syCebMFpNgjggJaFyEqAiZSUlvhRCpEiF2NiqZJ7Ll8pkS7TpjrrMsCYU8QF7c4nOHQz5wcJVJO7UKv1+oZliqMnGqGjKpalgwAefMjqSOj0sMU6XgMkqnBK/St0XJjsuS5l7bFwjJR4lQUeg8wfUi86hQFyJyKDzdi5czLC4ICe8Ik5cWa2ynJMjlNcNICE9KxlRkQiCsV7l9o5Q8KU3nkpJJlbANAEvNXI5JOULO9PbcIFQSPp/ksnPn2W7Hj3Jb0owvbjUIQ8nuvrrIBZxc2ptp56hIcKlTmzmm5W7tcd2b2wUOH2TDNGsybkICU9vGYeHJzGrb3kiIlsLnCqTcdmPy60IiNlAi1tvn+ZoDy8CFK3xMfabP/DCsLapNJz6RxE7q5vd1IWjt9YVUVy+xUOWGFGJvta2SGJ992eETH50l5modoRBitzvAcnu2ztUG21+JYttCjF6sDv3YvnmFL9rt8DXNBvl2qh+0vU25/AN1HquYcqROCL0Zl316k4mOrVohfSGcu8wXLrSEJCq+XInVxvw+zQjtOl+Xip8OxsFM3XkBDIXjWOFhxWqbr9G5N87I20n7oOtFHPH7wWgydkpWbwjxUtulcA6oy7pQjbguFTlQDPJkMjY5j9U7l/h1oSnjKjzwIADaQqpXv6hKnbt9Ns5Di6knYzcrfOE3XuOGPrQm5TZKbHfED8Smi00hWYrdDi2ysfIywGKVHVVJsZe6rZn3nVHk/WmckfSdX3VdrMeFJ2GfXecBWFkQ2wiRszsM/VzT+dPt8/uGTGldf3a6AUZjPueJozwPJoR+Pick54m93RH7W0/GT9czANjrCgn+gIxjNEsC3u5zGfWKw0KN50RVCMeDjMtV8Qa9JwHATi8UG+hcFhL2nsMjh7mt8+IP6tNKVN/qxVgQ327Iubru6jh3hyHW2pn0XYju1yBs/5vn+LqVFbb/Ulvmirjk2mKJS5t8rCXzWefI8YXtmXaNigquCPF+ocq+8tJZvv/OryfcDv5fxQ3U15MwRz9NZtquhNkLu1zecKz3HufP0fV6kLKNW9WJDyipdUFEEjppdabtG72KXx+2dvlYmgrxuMflrq1ymx47WqCZzBJ4dV2M5L65M274MekL0V3XD/3+UYlyT4jeFCEGJUtXRLBEhQwWayMvKHJFyOrvXREBiyV+bVYLP2+GQoZXAQRd81ZqPRQi1KFCH4viv+tdbkM1dljf43NWWuKT1VkhhXMb7JvHVjPfrrHMH/2Ooj4aRw6dAZd3YqXnbfYDH2tNJtw9hoXVp9wP/sXfvKVrfvfXP/FN59wz36EmfSgI3v8Ug8FgMBgMBoPBAPAOwa38fRAQ0U8Q0atEVBLRM1PHf4SIvklEL8vrZ6Y++145foqI/jERve8Dlj0QGAwGg8FgMBgMNwWH0pW39PcB8QqAvwLgD+eObwL4D5xzHwfwnwL4P6Y++ycA/iaAj8jf596vEuMQGAwGg8FgMBgMNwF3hzkEzrnXAWD+R37n3AtTb18FUCOiCoBlAG3n3LNy3ZcA/CUAv3ujeuyBwGAwGAwGg8FguEm4W89DsEpEz0+9/7xz7vMfYpP+QwDfcs6NiegIgPNTn50HcOT9CrhvHwhe+9Y57O0e4Def4Mx9ebniP9/scNf7Q8n4elFISiGhUWdCTCq8oPGYBz4ImPhSrUTY3WMSTavF5cQRXzOQ8kajAkXB/7/83LsAgANHuf5Tb/NT3uJyTcqIcWCVMyIuCNlUiY5bnLgVly7nV2XGGw25DcsrTIAqS6DXY9JRu8390SfKKNInSy6/KJ3v16vPnwUANBaYoNRsc7uyNMdGQ0myzPpaW2Jy4DTZUkm7r73RAQAsLVVn2ql2cG7Sjr1dyRAdc9RaLllBg5CwulqbuW5vj/u0s8GZOWuNxJOSNy/uAAAOHuPMja91mQBViq2SJMTqqmSsjnn8vra+KO+FgJk5dPtCws5mbdzpMNl7NMwxGHC7FhZ4rEPJwBhNJUve2manOXNqCwBw6BjXVamEV9liMOBz6+Jv1Woon/G4bm2VGI34/7ffZBssr/AYvXde215gLOfU6zxWF84yme/kE5z5NRTGWBAAcSzEPOn7boev7ffYbktLVbz+Lo+F7nI6J6TdXEibe2PEiRBSD7JtdxfYNgHxa6cnxLsswnAomWe7bMvNK5zZefUg+1Kel8gzIXeG7A8nTzKh7WKb+1BNnCd1rm9z2f0+t119KssKXL7EPpIksxmsG02dD/y+KJwfE51XufTv4ns86Y6eWEJZzPrDRkuXTLFFN/Nl5nk58xoKgziVvlWrEQIZi0IY8r0Oz4OlVSZD9nup9wclci62KjNt2OlM5u5AbJuOeBJmub6fZJdutoVonxYz5Rw7xr60uRv78jIRHdA+vHOay33r5fM4eIyzrqotte1a/ntL/FpJCAPJdNxuhWIDttdbbzBJvNZI/DzXusu5X9wqlRCtppBgezxXXn+T61yROR1QieFI/FP6p+tiTeyo47u7PcTuJvveawf5nrAka3ClwvW0WhEyaev580xwbEv/elNri45Rf8C2ULL4zraQK/OxHCccP1YX20pmcpl7ex1uLwWTdUfXOi2/Vg+lTwUGQyEq16oz169fYZ9vip9EscPeLo/bgYNcdxRynW+8wgoSqw+1sCL3jUqFGz8a8TjUapK5O3PY3uI1Xdet7Z3Z9frce85/Nh7L/Uhs+nab/eWg3HZHKXny6ptnuZyNTW7npWgSvdxuy/qqJ6M2Y7coqvhyxqkS+fmarS0eo+Ewk75FqNfZbo0Gn9Oo8cVXJBPv6bMjnHyYbeccv3Z6cj+SetbXx+jsSdZzOZilmglbiN8iHtLpNnFYsjRn8h2iWef3SpgfjgNs7zmpS4ntIl4SC1k8SK76Fbov2d4VKhRwZS/Gjog1XLnC7dQ1/TWxxfJKAwuLPLb9Ph/Te87KMtvotGQ1B/j7BACcGrBNNsW2zjksL/Oxi5e5zkZjdn09d47nzumzEbKMrzv/7iYA4Ogj7BdNWUeK0vnM6mne8vX/wMdw7+L2dgg2b0QqJqKvAnjoGh/9onPuX96oYCJ6CsA/BPCjt9qoady3DwQGg8FgMBgMBsOHiw8/D4Fz7odv5zoiOgrgtwH8lHPuHTl8AcDRqdOOyrEbwkjFBoPBYDAYDAbDTcCBdzRv5e87ASJaBPA7AH7eOfd13z7nLgHoENGnRV3opwDccJcBsAcCg8FgMBgMBoPh5uCYQ3Arfx8ERPSXieg8gO8H8DtE9Pvy0c8AeAzAf0dEL8qfxMrjvwTwBQCnALyD9yEUA/soZIiIPgfgVwCEAL7gnPsf7nKTDAaDwWAwGAwPFD54boFbqs253waHBc0f/yUAv3Sda54H8PSt1LMvHgiIKATwqwB+BMyWfo6Ivuyce+3utsxgMBgMBoPB8CDhw+YQ3AvYFw8EAD4F4JRz7l0AIKLfBPDjAK77QLBx9qJXAzh0mBVLiCLP+n/jTVabULWUl/74TQDAwuoijn+Ed1w07msojPxlUQLZykp0u6wi8Y6ov7SX+DN9ahyP86s0Y8+9wSpQvR1W2qg2+Zpjjx/DxfPMuH/4JKv5dLpcpypbbFzcw3tvnAYAHDh+mNsuyhi7W3zt+rl1HH2claW+8busbvXw048BAOqtWeWfdJR5+2ycvciv8tnSYe5/keWo1Pk6VZJIH2YVgCSRFOXnU+xusw1UmeTSBbatKsa88rWXAABP/eDHMeyz3UYDfq3WWa3gwtvvAQBqrSbWV0UBZI3HbWeDFQs2zq8DAKI4Qr3FaguDLitsvDdKpZ+Stv11ttUj3/24VxdS9ZA0UxWdieLP+mVu89vffAsA8NgnPyJ1ybXjHJuiDHP2HVZxOHqCFRkuiSrN8oEmBqLscPqlU2yT7KS0i+147g3u52C3g0c/+QT3K1OFI1atGIttVo8s+zaqosX6ZVb9WD/Htmgtt1ERVZCty+xXW5dY4Uj9Y/MCv3/4icNoNNneJMGCqsjS3eUxfPNbp3HguO44Mprt6kz521e20d/m/x9/hqUgFlbYl1WB5tw7XOe7L76FJz71JAD4sS9EGuNcl+vcurCOiqhwdDZYIan87Cdn2rC8XMNwwG1V1Z6+zMHX/+QVAMDTf/YTGA3Z/u+9xfW3V3g+dcVGbz3/OgDgiU89iSvn2OMT+czXdZCVobY2Bl796MIpniOPfuJhsQH7S3OhhvGI5+qpb77hywbgj2djfq01qzj/Jo//4cdmFeBUoSUb59iRefnat3isP/5nuM40Zf/74688j5Mf53l9/q1zfH2fbXnsY+xvqmJ08a2zOP7Uo2yvPZ4rccIqJnF0CAArfb310oUZW5x7lblpsSjaHHviuFf0elfG/tBJvv7SGfZFHdcnPvmwX/u2NgtfBwBsXdrxNr405s86O6oeJkov4vOjYYq1Q7wWqH++/S1epx/95OMAgEo1xsXTV2au273M46r97ohSTpam3m+zlO0/6PIa015m/332q2e8/+ucO/cmt0/Xljwr0Nvh8X/k6eMAgF6H14Rhn1917Vt5aAGnz/D1mzJ3G7IWLCyqylKOnU1e4959kdefhx45BgBYPbwk5Y6x+hCvvdUqz+uOqDydfo19au8K+/zaw4dRb3F/LrzLY7N2eKIeAwAblzpedUoVjXQtWL/AY1QUJRZWuM6dLVYI62xzO4NwotA1GnCfR6Jw58Qmz/8ht+tTf47XuWYzws4uzwVVwHnu978JYDJn6q0Krlxi23bFLy68eQYAcOAkj9lHnj6Cr/8/fwoA+OxP/AAA4Oy7vG5UqvFMO/OswKVTPEd0vX30iVXfdoDvWxcvy1yVe8OO3NPqoky0uzXAzgb7zvppniutFR6b7hbba+1hvi8HBPT7FV82ABw8KIqCDfaLbr/EO2/zfePVr7+MaZBIVrmyxFM/+HEAE0XCcSrz8wy35ZHHeK0iAi5d4jHa2WS76X1Ev8e88eyrfr3WdVLn+ce+n39I3tvqYmmN18zRgM955wWecx/99FMAgCgKMZa5u7vFdaliXCDzXtfmXmfkx+LiW2dxLXQ29/w8qtWm1eHCa55/T+AO5yG4U9gvDwRHALw39f48gO+7S20xGAwGg8FgMDyAcHAfmBdwL4Lmte3vRRDRXwXwOefcfyHv/xMA3+ec+5m5834awH8DYBHAy865z9zxxu5zENFPf8jJMh4ImN1uD2a324PZ7fZgdrs9mN1uD2a328O9bjci+j0Aq7d42aZz7nPfifZ8WNgvDwTfD+DvOed+TN7/AgA45/77G1zz/I2SQBiuDbPb7cHsdnswu90ezG63B7Pb7cHsdnswu90ezG53B/tFdvQ5AB8hopNElAD4SQBfvsttMhgMBoPBYDAY9j32BYfAOZcT0c8A+H0w0+SLzrlX73KzDAaDwWAwGAyGfY998UAAAM65rwD4yi1ccs/Gn93jMLvdHsxutwez2+3B7HZ7MLvdHsxutwez2+3B7HYXsC84BAaDwWAwGAwGg+E7g/3CITAYDAaDwWAwGAzfAdgDgcFgMBgMBoPB8ADjvnsgIKLPEdGbRHSKiH7+brdnv4CIvkhE60T0yt1uy34BER0jon9LRK8R0atE9LN3u037AURUJaI/JaJvi93+/t1u034CEYVE9AIR/b93uy37BUR0hoheJqIXiej5u92e/QIiWiSi3yKiN4jodZEAN9wARPSE+Jn+dYjo5+52u/YDiOjvyD3hFSL6DSKq3u02PUi4rzgERBQCeAvAj4CzGT8H4K855167qw3bByCiHwLQA/Al59zTd7s9+wFEdAjAIefct4ioBeCbAP6S+duNQUQEoOGc6xFRDOBrAH7WOffsXW7avgAR/VcAngHQds79hbvdnv0AIjoD4Bnn3Obdbst+AhH9MwB/5Jz7gkh+151zu3e7XfsF8p3kAjiR6tm73Z57GUR0BHwveNI5NySifwHgK865f3p3W/bg4H7bIfgUgFPOuXfd/9/e3cTYNcdhHP8+NRbVxktovLQSjSBsqCCiIqUlGlILmwoWNki8xErChqWFeFlJpCUSRWgJC6GCsKumJRpq00pqKG0iQQml/VncI50NnSY6/zn3fD/JzZxz5k7yzCzu3Ofc3/mfqv3AK8BNjTP1QlV9DPzYOkefVNXuqtrabf8CbAcWtk01+9XIvm732O4xPmcmjqIki4AbgDWts2i8JTkBuApYC1BV+y0DR2w5sMMyMG0TwNwkE8BxwHeN8wzKuBWChcA3U/Yn8Q2aZkCSs4AlwKa2SfqhG3v5DNgDvFdV/t2m5yngQeBg6yA9U8DGJFuS3Nk6TE8sBvYCz3cjamuSzGsdqmdWAy+3DtEHVfUt8DiwC9gN/FRVG9umGpZxKwTSjEsyH9gAPFBVP7fO0wdVdaCqLgIWAZclcUztMJLcCOypqi2ts/TQlVV1MbASuKcbkdR/mwAuBp6pqiXAr4DX5U1TN2K1CnitdZY+SHISo4mOxcAZwLwkt7VNNSzjVgi+Bc6csr+oOyYdFd0M/AZgXVW93jpP33QjCB8C17fO0gNLgVXdPPwrwDVJXmwbqR+6s49U1R7gDUbjpfpvk8DklE/v1jMqCJqelcDWqvqhdZCeWAF8XVV7q+pP4HXgisaZBmXcCsFm4Jwki7t2vhp4q3Emjanu4ti1wPaqeqJ1nr5IsiDJid32XEaLAHzVNtXsV1UPVdWiqjqL0WvbB1XlGbTDSDKvu+ifbuTlOsDV1A6jqr4HvklyXndoOeCCCdN3C44LHYldwOVJjuv+ty5ndF2eZshE6wD/p6r6K8m9wLvAMcBzVfVF41i9kORlYBlwSpJJ4JGqWts21ay3FLgd2NbNwwM8XFVvN8zUB6cDL3QrcMwBXq0ql9DU0XIq8MboPQYTwEtV9U7bSL1xH7CuO8G2E7ijcZ5e6IrntcBdrbP0RVVtSrIe2Ar8BXwKPNs21bCM1bKjkiRJko7MuI0MSZIkSToCFgJJkiRpwCwEkiRJ0oBZCCRJkqQBsxBIkiRJAzZWy45KUh8lORl4v9s9DTgA7O32f6sqb9AjSTpqXHZUkmaRJI8C+6rq8dZZJEnD4MiQJM1iSfZ1X5cl+SjJm0l2Jnksya1JPkmyLcnZ3fMWJNmQZHP3WNr2N5AkzXYWAknqjwuBu4HzGd0l+9yqugxYw+iusgBPA09W1aXAzd33JEn6V15DIEn9sbmqdgMk2QFs7I5vA67utlcAFyT552eOTzK/qvbNaFJJUm9YCCSpP/6Ysn1wyv5BDr2ezwEur6rfZzKYJKm/HBmSpPGykUPjQyS5qGEWSVIPWAgkabzcD1yS5PMkXzK65kCSpH/lsqOSJEnSgPkJgSRJkjRgFgJJkiRpwCwEkiRJ0oBZCCRJkqQBsxBIkiRJA2YhkCRJkgbMQiBJkiQN2N/F/T0LwzUBdgAAAABJRU5ErkJggg==
Steve Tjoa's avatar
Steve Tjoa committed
12409 12410 12411 12412 12413 12414 12415 12416 12417 12418 12419 12420 12421 12422 12423 12424 12425 12426 12427 12428 12429 12430 12431 12432 12433 12434 12435
"
>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p><a href="index.html">&larr; Back to Index</a></p>

</div>
</div>
</div>
    </div>
  </div>
</body>

 


</html>