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3.651388 1024 train 3.378787 1025 val 6.5543 1025 train 3.321051 1026 train 3.243523 1027 train 3.207868 1028 train 3.174497 1029 train 3.230328 1030 train 3.204603 1031 train 3.169760 1032 train 3.120688 1033 train 3.045045 1034 train 3.169632 1035 train 3.162289 1036 train 3.110662 1037 train 3.207512 1038 train 3.080328 1039 train 3.024534 1040 train 3.072734 1041 train 3.335511 1042 train 3.445606 1043 train 3.303167 1044 train 3.322026 1045 train 3.263860 1046 train 3.206576 1047 train 3.227373 1048 train 3.162005 1049 train 3.423194 1050 val 6.6221 1050 train 3.207942 1051 train 2.935213 1052 train 3.020873 1053 train 3.510996 1054 train 3.290810 1055 train 3.202367 1056 train 3.422195 1057 train 3.311996 1058 train 3.198696 1059 train 3.389604 1060 train 3.186714 1061 train 3.109873 1062 train 3.051154 1063 train 3.125354 1064 train 3.082185 1065 train 3.103612 1066 train 3.019743 1067 train 3.088609 1068 train 2.931013 1069 train 2.932475 1070 train 2.982424 1071 train 2.950448 1072 train 2.997095 1073 train 2.976530 1074 train 2.897674 1075 val 6.7123 1075 train 2.956689 1076 train 2.934077 1077 train 3.174624 1078 train 3.243995 1079 train 3.113221 1080 train 3.182192 1081 train 3.111641 1082 train 3.051934 1083 train 2.996809 1084 train 2.971246 1085 train 3.127200 1086 train 3.040948 1087 train 2.891421 1088 train 2.842088 1089 train 3.326386 1090 train 3.144963 1091 train 3.027319 1092 train 3.200355 1093 train 3.108361 1094 train 3.096619 1095 train 3.374536 1096 train 3.084772 1097 train 2.974389 1098 train 2.898720 1099 train 2.995914 1100 val 6.6969 1100 train 2.943610 1101 train 2.977296 1102 train 2.962358 1103 train 2.924128 1104 train 2.837363 1105 train 2.796806 1106 train 2.904747 1107 train 2.838784 1108 train 2.834661 1109 train 2.925105 1110 train 2.784651 1111 train 2.782625 1112 train 2.871052 1113 train 3.148769 1114 train 3.137074 1115 train 2.915078 1116 train 3.007798 1117 train 3.013058 1118 train 2.955846 1119 train 2.794014 1120 train 2.786894 1121 train 2.897782 1122 train 2.823052 1123 train 2.720860 1124 train 2.742165 1125 val 6.7687 1125 train 3.226141 1126 train 2.992266 1127 train 2.917234 1128 train 3.072570 1129 train 3.029062 1130 train 2.938693 1131 train 3.246114 1132 train 3.068690 1133 train 2.881153 1134 train 2.857027 1135 train 2.808321 1136 train 2.885839 1137 train 2.880900 1138 train 2.772801 1139 train 2.803117 1140 train 2.674667 1141 train 2.671877 1142 train 2.758073 1143 train 2.753359 1144 train 2.711674 1145 train 2.737090 1146 train 2.713919 1147 train 2.723179 1148 train 2.782078 1149 train 2.982275 1150 val 6.8500 1150 train 3.053377 1151 train 2.933817 1152 train 2.891790 1153 train 2.860615 1154 train 2.823134 1155 train 2.713897 1156 train 2.653379 1157 train 2.762173 1158 train 2.651352 1159 train 2.531381 1160 train 2.572459 1161 train 3.235595 1162 train 2.973853 1163 train 2.686896 1164 train 2.903080 1165 train 2.768995 1166 train 2.645585 1167 train 2.913647 1168 train 2.884055 1169 train 2.774750 1170 train 2.847442 1171 train 2.714318 1172 train 2.730903 1173 train 2.832000 1174 train 2.649022 1175 val 6.8100 1175 train 2.635882 1176 train 2.563847 1177 train 2.581181 1178 train 2.688020 1179 train 2.622075 1180 train 2.762766 1181 train 2.623858 1182 train 2.545609 1183 train 2.537757 1184 train 2.673554 1185 train 2.876775 1186 train 2.990515 1187 train 2.822264 1188 train 2.681839 1189 train 2.646358 1190 train 2.623138 1191 train 2.588182 1192 train 2.500922 1193 train 2.599724 1194 train 2.556723 1195 train 2.457798 1196 train 2.444914 1197 train 3.112892 1198 train 2.858452 1199 train 2.595261 1200 val 6.9225 1200 train 2.705966 1201 train 2.624895 1202 train 2.427374 1203 train 2.717122 1204 train 2.635806 1205 train 2.718300 1206 train 2.601114 1207 train 2.550156 1208 train 2.591734 1209 train 2.549590 1210 train 2.500066 1211 train 2.428690 1212 train 2.383106 1213 train 2.424263 1214 train 2.548594 1215 train 2.499900 1216 train 2.531899 1217 train 2.568747 1218 train 2.491507 1219 train 2.419258 1220 train 2.483441 1221 train 2.636377 1222 train 2.768589 1223 train 2.649744 1224 train 2.617243 1225 val 6.9774 1225 train 2.561519 1226 train 2.487865 1227 train 2.552052 1228 train 2.385509 1229 train 2.487080 1230 train 2.475494 1231 train 2.292721 1232 train 2.254216 1233 train 2.833015 1234 train 2.637802 1235 train 2.434698 1236 train 2.508819 1237 train 2.447679 1238 train 2.310999 1239 train 2.572468 1240 train 2.492334 1241 train 2.484304 1242 train 2.566138 1243 train 2.424923 1244 train 2.446449 1245 train 2.428213 1246 train 2.384233 1247 train 2.344263 1248 train 2.298983 1249 train 2.275369 1250 val 6.9891 1250 train 2.331932 1251 train 2.385128 1252 train 2.342906 1253 train 2.506195 1254 train 2.357340 1255 train 2.251631 1256 train 2.275614 1257 train 2.479379 1258 train 2.644008 1259 train 2.489674 1260 train 2.481933 1261 train 2.418626 1262 train 2.443790 1263 train 2.344834 1264 train 2.299989 1265 train 2.410471 1266 train 2.315433 1267 train 2.232553 1268 train 2.113993 1269 train 2.808301 1270 train 2.461607 1271 train 2.305866 1272 train 2.530293 1273 train 2.380056 1274 train 2.179688 1275 val 7.0242 1275 train 2.530040 1276 train 2.360715 1277 train 2.362410 1278 train 2.356007 1279 train 2.375306 1280 train 2.317346 1281 train 2.206383 1282 train 2.166549 1283 train 2.189572 1284 train 2.089027 1285 train 2.126140 1286 train 2.156049 1287 train 2.175655 1288 train 2.152356 1289 train 2.261830 1290 train 2.275641 1291 train 2.182227 1292 train 2.314202 1293 train 2.351667 1294 train 2.437823 1295 train 2.348386 1296 train 2.264498 1297 train 2.215025 1298 train 2.240833 1299 train 2.306437 1300 val 7.0627 1300 train 2.186899 1301 train 2.299134 1302 train 2.145200 1303 train 2.059419 1304 train 2.003743 1305 train 2.573154 1306 train 2.286500 1307 train 2.157769 1308 train 2.377948 1309 train 2.254301 1310 train 2.160833 1311 train 2.395914 1312 train 2.262871 1313 train 2.169827 1314 train 2.156225 1315 train 2.160337 1316 train 2.154797 1317 train 2.083406 1318 train 2.074488 1319 train 2.076494 1320 train 2.052830 1321 train 1.994176 1322 train 2.015007 1323 train 2.029674 1324 train 2.001952 1325 val 7.1745 1325 train 2.057130 1326 train 2.080662 1327 train 2.083860 1328 train 2.151896 1329 train 2.329699 1330 train 2.402449 1331 train 2.285022 1332 train 2.211522 1333 train 2.132493 1334 train 2.146441 1335 train 2.134801 1336 train 2.121457 1337 train 2.176867 1338 train 2.052375 1339 train 1.961032 1340 train 1.903515 1341 train 2.450712 1342 train 2.121043 1343 train 2.037257 1344 train 2.286791 1345 train 2.144173 1346 train 2.009767 1347 train 2.299144 1348 train 2.173506 1349 train 2.091201 1350 val 7.1555 1350 train 2.116238 1351 train 2.227908 1352 train 2.019760 1353 train 1.999536 1354 train 1.980809 1355 train 1.956174 1356 train 1.910409 1357 train 1.936958 1358 train 1.919528 1359 train 1.906642 1360 train 1.905107 1361 train 1.977004 1362 train 1.966493 1363 train 1.969069 1364 train 2.140822 1365 train 2.169863 1366 train 2.248939 1367 train 2.267850 1368 train 2.085495 1369 train 1.950664 1370 train 1.984430 1371 train 1.954590 1372 train 1.977391 1373 train 2.047754 1374 train 1.918181 1375 val 7.2007 1375 train 1.855327 1376 train 1.826065 1377 train 2.330475 1378 train 2.036601 1379 train 1.938723 1380 train 2.160656 1381 train 2.019970 1382 train 1.946639 1383 train 2.193348 1384 train 2.157184 1385 train 1.984750 1386 train 2.001864 1387 train 2.045141 1388 train 1.830218 1389 train 1.821017 1390 train 1.786158 1391 train 1.794729 1392 train 1.811851 1393 train 1.800843 1394 train 1.807834 1395 train 1.817720 1396 train 1.815660 1397 train 1.824960 1398 train 1.938879 1399 train 1.768334 1400 val 7.2961 1400 train 1.877888 1401 train 1.979844 1402 train 2.064939 1403 train 1.995126 1404 train 2.124869 1405 train 1.899299 1406 train 1.868198 1407 train 1.777543 1408 train 1.821869 1409 train 1.922665 1410 train 1.741720 1411 train 1.667070 1412 train 1.752720 1413 train 2.157525 1414 train 1.859259 1415 train 1.797908 1416 train 1.972355 1417 train 1.924455 1418 train 1.804641 1419 train 2.095809 1420 train 2.122448 1421 train 1.828022 1422 train 1.905720 1423 train 1.884532 1424 train 1.731979 1425 val 7.3600 1425 train 1.700300 1426 train 1.653213 1427 train 1.695701 1428 train 1.671720 1429 train 1.776085 1430 train 1.740658 1431 train 1.679832 1432 train 1.746680 1433 train 1.769672 1434 train 1.795275 1435 train 1.763799 1436 train 1.760895 1437 train 1.874179 1438 train 1.941060 1439 train 1.865716 1440 train 1.998230 1441 train 1.881743 1442 train 1.747447 1443 train 1.684252 1444 train 1.685292 1445 train 1.771142 1446 train 1.659833 1447 train 1.638613 1448 train 1.569261 1449 train 2.084235 1450 val 7.3618 1450 train 1.735282 1451 train 1.707801 1452 train 1.914738 1453 train 1.786180 1454 train 1.741541 1455 train 1.948401 1456 train 1.851136 1457 train 1.639330 1458 train 1.679978 1459 train 1.676256 1460 train 1.551803 1461 train 1.581020 1462 train 1.640479 1463 train 1.596135 1464 train 1.559924 1465 train 1.686370 1466 train 1.782218 1467 train 1.656064 1468 train 1.698331 1469 train 1.656276 1470 train 1.672273 1471 train 1.658650 1472 train 1.625593 1473 train 1.780584 1474 train 1.853803 1475 val 7.4290 1475 train 1.737067 1476 train 1.868159 1477 train 1.755880 1478 train 1.582794 1479 train 1.512536 1480 train 1.560144 1481 train 1.749895 1482 train 1.551587 1483 train 1.541534 1484 train 1.466235 1485 train 1.872991 1486 train 1.620030 1487 train 1.596780 1488 train 1.774980 1489 train 1.741018 1490 train 1.580338 1491 train 1.748949 1492 train 1.714574 1493 train 1.633608 1494 train 1.605703 1495 train 1.600944 1496 train 1.494384 1497 train 1.546842 1498 train 1.532350 1499 train 1.580837 1500 val 7.4543 1500 train 1.528229 1501 train 1.555372 1502 train 1.723182 1503 train 1.698189 1504 train 1.613904 1505 train 1.633357 1506 train 1.551153 1507 train 1.576032 1508 train 1.549330 1509 train 1.655241 1510 train 1.734908 1511 train 1.630970 1512 train 1.744857 1513 train 1.642468 1514 train 1.535176 1515 train 1.474625 1516 train 1.485337 1517 train 1.604934 1518 train 1.623852 1519 train 1.463845 1520 train 1.450487 1521 train 1.855629 1522 train 1.558386 1523 train 1.516471 1524 train 1.686294 1525 val 7.4987 1525 train 1.649580 1526 train 1.510228 1527 train 1.667835 1528 train 1.631532 1529 train 1.610126 1530 train 1.525837 1531 train 1.506953 1532 train 1.397707 1533 train 1.410986 1534 train 1.400133 1535 train 1.412490 1536 train 1.427236 1537 train 1.413564 1538 train 1.498092 1539 train 1.702775 1540 train 1.508690 1541 train 1.398357 1542 train 1.373880 1543 train 1.389549 1544 train 1.429562 1545 train 1.484295 1546 train 1.592598 1547 train 1.531301 1548 train 1.616548 1549 train 1.537558 1550 val 7.5784 1550 train 1.447793 1551 train 1.396942 1552 train 1.409433 1553 train 1.516469 1554 train 1.605232 1555 train 1.397128 1556 train 1.335960 1557 train 1.771275 1558 train 1.434477 1559 train 1.371155 1560 train 1.595230 1561 train 1.522859 1562 train 1.422795 1563 train 1.632531 1564 train 1.488424 1565 train 1.529728 1566 train 1.396454 1567 train 1.355796 1568 train 1.306643 1569 train 1.264417 1570 train 1.259153 1571 train 1.274560 1572 train 1.344718 1573 train 1.350199 1574 train 1.416977 1575 val 7.6229 1575 train 1.495345 1576 train 1.421057 1577 train 1.361893 1578 train 1.380933 1579 train 1.397598 1580 train 1.461423 1581 train 1.539529 1582 train 1.598095 1583 train 1.466011 1584 train 1.510666 1585 train 1.378226 1586 train 1.393380 1587 train 1.307793 1588 train 1.310230 1589 train 1.475269 1590 train 1.457646 1591 train 1.312366 1592 train 1.346750 1593 train 1.687050 1594 train 1.373355 1595 train 1.319820 1596 train 1.513771 1597 train 1.506716 1598 train 1.313854 1599 train 1.555584 1600 val 7.6552 1600 train 1.405687 1601 train 1.425410 1602 train 1.327661 1603 train 1.294170 1604 train 1.223329 1605 train 1.198517 1606 train 1.171643 1607 train 1.171515 1608 train 1.246629 1609 train 1.280745 1610 train 1.335910 1611 train 1.324316 1612 train 1.312652 1613 train 1.274906 1614 train 1.241035 1615 train 1.295028 1616 train 1.322431 1617 train 1.380294 1618 train 1.448014 1619 train 1.298414 1620 train 1.440010 1621 train 1.256586 1622 train 1.275728 1623 train 1.257728 1624 train 1.189298 1625 val 7.6969 1625 train 1.358649 1626 train 1.285005 1627 train 1.257800 1628 train 1.233683 1629 train 1.518711 1630 train 1.289507 1631 train 1.255152 1632 train 1.469351 1633 train 1.387694 1634 train 1.230712 1635 train 1.425401 1636 train 1.414967 1637 train 1.295958 1638 train 1.230195 1639 train 1.219349 1640 train 1.109361 1641 train 1.088153 1642 train 1.065220 1643 train 1.068794 1644 train 1.127005 1645 train 1.180875 1646 train 1.318452 1647 train 1.319785 1648 train 1.265774 1649 train 1.268455 1650 val 7.8068 1650 train 1.193521 1651 train 1.226600 1652 train 1.285968 1653 train 1.311630 1654 train 1.364136 1655 train 1.249247 1656 train 1.356982 1657 train 1.223580 1658 train 1.239391 1659 train 1.169069 1660 train 1.122310 1661 train 1.297564 1662 train 1.227553 1663 train 1.227470 1664 train 1.160463 1665 train 1.434520 1666 train 1.210589 1667 train 1.158149 1668 train 1.364392 1669 train 1.288992 1670 train 1.176981 1671 train 1.357374 1672 train 1.274014 1673 train 1.259361 1674 train 1.164882 1675 val 7.8417 1675 train 1.125580 1676 train 1.035624 1677 train 1.012097 1678 train 1.007588 1679 train 1.004984 1680 train 1.045906 1681 train 1.074696 1682 train 1.204515 1683 train 1.259533 1684 train 1.185499 1685 train 1.230118 1686 train 1.086297 1687 train 1.114558 1688 train 1.235419 1689 train 1.189485 1690 train 1.241316 1691 train 1.111396 1692 train 1.227406 1693 train 1.128914 1694 train 1.175684 1695 train 1.087761 1696 train 1.056497 1697 train 1.254417 1698 train 1.177052 1699 train 1.134809 1700 val 7.9073 1700 train 1.065151 1701 train 1.328059 1702 train 1.119140 1703 train 1.085092 1704 train 1.273161 1705 train 1.190944 1706 train 1.115706 1707 train 1.327789 1708 train 1.226914 1709 train 1.166224 1710 train 1.145160 1711 train 1.051919 1712 train 0.951835 1713 train 0.980540 1714 train 0.930346 1715 train 0.956125 1716 train 0.991990 1717 train 0.994676 1718 train 1.066748 1719 train 1.108416 1720 train 1.046614 1721 train 1.134082 1722 train 1.015552 1723 train 1.012977 1724 train 1.073795 1725 val 7.9295 1725 train 1.129082 1726 train 1.192530 1727 train 1.060214 1728 train 1.164892 1729 train 1.062050 1730 train 1.103199 1731 train 1.050314 1732 train 1.000324 1733 train 1.188305 1734 train 1.129998 1735 train 1.071757 1736 train 0.997396 1737 train 1.267768 1738 train 1.112837 1739 train 1.032835 1740 train 1.214769 1741 train 1.155165 1742 train 1.079241 1743 train 1.240596 1744 train 1.170254 1745 train 1.076191 1746 train 1.040973 1747 train 0.958973 1748 train 0.873444 1749 train 0.912334 1750 val 8.0149 1750 train 0.873827 1751 train 0.853946 1752 train 0.891737 1753 train 0.892127 1754 train 0.981999 1755 train 0.997024 1756 train 0.964420 1757 train 1.018608 1758 train 1.002090 1759 train 0.940625 1760 train 1.009175 1761 train 1.063251 1762 train 1.161752 1763 train 1.029428 1764 train 1.126740 1765 train 1.031906 1766 train 1.067702 1767 train 1.009714 1768 train 0.980201 1769 train 1.093656 1770 train 1.038224 1771 train 0.958493 1772 train 0.917139 1773 train 1.206770 1774 train 1.033852 1775 val 8.0820 1775 train 0.999594 1776 train 1.153004 1777 train 1.128462 1778 train 1.001803 1779 train 1.181098 1780 train 1.046444 1781 train 1.017154 1782 train 0.952473 1783 train 0.854612 1784 train 0.782588 1785 train 0.812815 1786 train 0.797015 1787 train 0.803993 1788 train 0.871946 1789 train 0.855334 1790 train 0.956803 1791 train 0.929366 1792 train 0.881786 1793 train 0.981665 1794 train 0.982990 1795 train 0.890186 1796 train 0.911273 1797 train 0.996219 1798 train 1.062409 1799 train 0.980698 1800 val 8.0685 1800 train 1.028993 1801 train 0.951199 1802 train 1.025717 1803 train 0.918556 1804 train 0.940018 1805 train 0.992781 1806 train 0.936344 1807 train 0.870713 1808 train 0.853256 1809 train 1.128685 1810 train 0.957895 1811 train 0.929693 1812 train 1.067855 1813 train 1.031350 1814 train 0.936712 1815 train 1.130170 1816 train 0.981925 1817 train 0.925518 1818 train 0.868202 1819 train 0.798403 1820 train 0.744322 1821 train 0.780534 1822 train 0.737748 1823 train 0.756756 1824 train 0.807286 1825 val 8.2105 1825 train 0.817070 1826 train 0.914315 1827 train 0.823604 1828 train 0.800276 1829 train 0.886206 1830 train 0.822744 1831 train 0.822808 1832 train 0.836583 1833 train 0.891918 1834 train 0.962069 1835 train 0.891376 1836 train 0.941722 1837 train 0.854019 1838 train 0.947393 1839 train 0.837152 1840 train 0.868285 1841 train 0.990469 1842 train 0.899959 1843 train 0.815812 1844 train 0.783822 1845 train 1.039973 1846 train 0.876261 1847 train 0.869614 1848 train 0.978222 1849 train 0.922476 1850 val 8.2780 1850 train 0.875714 1851 train 1.042852 1852 train 0.943729 1853 train 0.884698 1854 train 0.815490 1855 train 0.741684 1856 train 0.712469 1857 train 0.724882 1858 train 0.689037 1859 train 0.700303 1860 train 0.732329 1861 train 0.750145 1862 train 0.823346 1863 train 0.792333 1864 train 0.706275 1865 train 0.773558 1866 train 0.718368 1867 train 0.727975 1868 train 0.752850 1869 train 0.795029 1870 train 0.845871 1871 train 0.749792 1872 train 0.836294 1873 train 0.767251 1874 train 0.891764 1875 val 8.2529 1875 train 0.810351 1876 train 0.824942 1877 train 0.975529 1878 train 0.892331 1879 train 0.809765 1880 train 0.755089 1881 train 0.993605 1882 train 0.794299 1883 train 0.800795 1884 train 0.930591 1885 train 0.915703 1886 train 0.855392 1887 train 0.999410 1888 train 0.852117 1889 train 0.798759 1890 train 0.752777 1891 train 0.663288 1892 train 0.631102 1893 train 0.676028 1894 train 0.627439 1895 train 0.665148 1896 train 0.666828 1897 train 0.684898 1898 train 0.751108 1899 train 0.720302 1900 val 8.3785 1900 train 0.674255 1901 train 0.725110 1902 train 0.671248 1903 train 0.665651 1904 train 0.684029 1905 train 0.729748 1906 train 0.782175 1907 train 0.717394 1908 train 0.801443 1909 train 0.720458 1910 train 0.850864 1911 train 0.761456 1912 train 0.756241 1913 train 0.871164 1914 train 0.801756 1915 train 0.737631 1916 train 0.707781 1917 train 0.917531 1918 train 0.758302 1919 train 0.783139 1920 train 0.876341 1921 train 0.864322 1922 train 0.785177 1923 train 0.936906 1924 train 0.780666 1925 val 8.3586 1925 train 0.770725 1926 train 0.714611 1927 train 0.655097 1928 train 0.605717 1929 train 0.652036 1930 train 0.599943 1931 train 0.599016 1932 train 0.646680 1933 train 0.651931 1934 train 0.671984 1935 train 0.676167 1936 train 0.620688 1937 train 0.718328 1938 train 0.655384 1939 train 0.620919 1940 train 0.630459 1941 train 0.691593 1942 train 0.728547 1943 train 0.663891 1944 train 0.737084 1945 train 0.680848 1946 train 0.760774 1947 train 0.709789 1948 train 0.706011 1949 train 0.797725 1950 val 8.4009 1950 train 0.701897 1951 train 0.675253 1952 train 0.644184 1953 train 0.852495 1954 train 0.664031 1955 train 0.698725 1956 train 0.880900 1957 train 0.793828 1958 train 0.717448 1959 train 0.920001 1960 train 0.752776 1961 train 0.700717 1962 train 0.659606 1963 train 0.601431 1964 train 0.561991 1965 train 0.614260 1966 train 0.559817 1967 train 0.559832 1968 train 0.602699 1969 train 0.613370 1970 train 0.616024 1971 train 0.639392 1972 train 0.570907 1973 train 0.658998 1974 train 0.590456 1975 val 8.4968 1975 train 0.574418 1976 train 0.574083 1977 train 0.618743 1978 train 0.666686 1979 train 0.607487 1980 train 0.691806 1981 train 0.637507 1982 train 0.702983 1983 train 0.643338 1984 train 0.636388 1985 train 0.729601 1986 train 0.677944 1987 train 0.649945 1988 train 0.625299 1989 train 0.824443 1990 train 0.648842 1991 train 0.644795 1992 train 0.792888 1993 train 0.746214 1994 train 0.640683 1995 train 0.862832 1996 train 0.703452 1997 train 0.657484 1998 train 0.610032 1999 train 0.560975 2000 val 8.5020 2000 train 0.521851 2001 train 0.586217 2002 train 0.535006 2003 train 0.530324 2004 train 0.556078 2005 train 0.551466 2006 train 0.555439 2007 train 0.595488 2008 train 0.540645 2009 train 0.603602 2010 train 0.568981 2011 train 0.540747 2012 train 0.530531 2013 train 0.622816 2014 train 0.619737 2015 train 0.550096 2016 train 0.633014 2017 train 0.583185 2018 train 0.629866 2019 train 0.585942 2020 train 0.577783 2021 train 0.708431 2022 train 0.605226 2023 train 0.581621 2024 train 0.564367 2025 val 8.6075 2025 train 0.759903 2026 train 0.575246 2027 train 0.578899 2028 train 0.716380 2029 train 0.702339 2030 train 0.602239 2031 train 0.824976 2032 train 0.680693 2033 train 0.632517 2034 train 0.635227 2035 train 0.559955 2036 train 0.517448 2037 train 0.551259 2038 train 0.515704 2039 train 0.515610 2040 train 0.503079 2041 train 0.528547 2042 train 0.557114 2043 train 0.585525 2044 train 0.516451 2045 train 0.591225 2046 train 0.548730 2047 train 0.508793 2048 train 0.516546 2049 train 0.585820 2050 val 8.6927 2050 train 0.566440 2051 train 0.507019 2052 train 0.589123 2053 train 0.536216 2054 train 0.579399 2055 train 0.533013 2056 train 0.514201 2057 train 0.674477 2058 train 0.585636 2059 train 0.542738 2060 train 0.524531 2061 train 0.704416 2062 train 0.555688 2063 train 0.551884 2064 train 0.717677 2065 train 0.695682 2066 train 0.573281 2067 train 0.750193 2068 train 0.665650 2069 train 0.597167 2070 train 0.571591 2071 train 0.503904 2072 train 0.451837 2073 train 0.495697 2074 train 0.465189 2075 val 8.6478 2075 train 0.468317 2076 train 0.471908 2077 train 0.478408 2078 train 0.510031 2079 train 0.524598 2080 train 0.495018 2081 train 0.552091 2082 train 0.504582 2083 train 0.496626 2084 train 0.490320 2085 train 0.523668 2086 train 0.541475 2087 train 0.454968 2088 train 0.533381 2089 train 0.486627 2090 train 0.529735 2091 train 0.490814 2092 train 0.476164 2093 train 0.590491 2094 train 0.534674 2095 train 0.514296 2096 train 0.462789 2097 train 0.651127 2098 train 0.532691 2099 train 0.510534 2100 val 8.8025 2100 train 0.640570 2101 train 0.625254 2102 train 0.561912 2103 train 0.709705 2104 train 0.597395 2105 train 0.554452 2106 train 0.483373 2107 train 0.458093 2108 train 0.410454 2109 train 0.459408 2110 train 0.431872 2111 train 0.436809 2112 train 0.428280 2113 train 0.449842 2114 train 0.458111 2115 train 0.483079 2116 train 0.452064 2117 train 0.503755 2118 train 0.461441 2119 train 0.453926 2120 train 0.466443 2121 train 0.487290 2122 train 0.528180 2123 train 0.453045 2124 train 0.524468 2125 val 8.8277 2125 train 0.470044 2126 train 0.500560 2127 train 0.466047 2128 train 0.458980 2129 train 0.541117 2130 train 0.497841 2131 train 0.468037 2132 train 0.419970 2133 train 0.636228 2134 train 0.473489 2135 train 0.457852 2136 train 0.594184 2137 train 0.566774 2138 train 0.517231 2139 train 0.698352 2140 train 0.568090 2141 train 0.525115 2142 train 0.482001 2143 train 0.427602 2144 train 0.399869 2145 train 0.459857 2146 train 0.406454 2147 train 0.409238 2148 train 0.407781 2149 train 0.410721 2150 val 8.8807 2150 train 0.442853 2151 train 0.457934 2152 train 0.416830 2153 train 0.466983 2154 train 0.406930 2155 train 0.413007 2156 train 0.415975 2157 train 0.464493 2158 train 0.516254 2159 train 0.414774 2160 train 0.507116 2161 train 0.435071 2162 train 0.463420 2163 train 0.445958 2164 train 0.422799 2165 train 0.489576 2166 train 0.432736 2167 train 0.433548 2168 train 0.381983 2169 train 0.547410 2170 train 0.421394 2171 train 0.440895 2172 train 0.556202 2173 train 0.536711 2174 train 0.467781 2175 val 9.0106 2175 train 0.641602 2176 train 0.540462 2177 train 0.466001 2178 train 0.439121 2179 train 0.404978 2180 train 0.409305 2181 train 0.423689 2182 train 0.384839 2183 train 0.389359 2184 train 0.392495 2185 train 0.381823 2186 train 0.403019 2187 train 0.421631 2188 train 0.374657 2189 train 0.407233 2190 train 0.395195 2191 train 0.404103 2192 train 0.391659 2193 train 0.430967 2194 train 0.488921 2195 train 0.415383 2196 train 0.453120 2197 train 0.393215 2198 train 0.423102 2199 train 0.388164 2200 val 8.9732 2200 train 0.371991 2201 train 0.435868 2202 train 0.380041 2203 train 0.404738 2204 train 0.369335 2205 train 0.516943 2206 train 0.392640 2207 train 0.407200 2208 train 0.488656 2209 train 0.497261 2210 train 0.432711 2211 train 0.571459 2212 train 0.490172 2213 train 0.456005 2214 train 0.406047 2215 train 0.396412 2216 train 0.374029 2217 train 0.413769 2218 train 0.392196 2219 train 0.390437 2220 train 0.373280 2221 train 0.367447 2222 train 0.389954 2223 train 0.386916 2224 train 0.350135 2225 val 9.0198 2225 train 0.376304 2226 train 0.348666 2227 train 0.370263 2228 train 0.367642 2229 train 0.405260 2230 train 0.446862 2231 train 0.384582 2232 train 0.446285 2233 train 0.394862 2234 train 0.404783 2235 train 0.387847 2236 train 0.364299 2237 train 0.427734 2238 train 0.370049 2239 train 0.388838 2240 train 0.355378 2241 train 0.518840 2242 train 0.378819 2243 train 0.384541 2244 train 0.459692 2245 train 0.435827 2246 train 0.366104 2247 train 0.527674 2248 train 0.428329 2249 train 0.401979 2250 val 9.1431 2250 train 0.371680 2251 train 0.340476 2252 train 0.342962 2253 train 0.388290 2254 train 0.379772 2255 train 0.352395 2256 train 0.343404 2257 train 0.333691 2258 train 0.366545 2259 train 0.384135 2260 train 0.348247 2261 train 0.386315 2262 train 0.376654 2263 train 0.388298 2264 train 0.373011 2265 train 0.415090 2266 train 0.459432 2267 train 0.383512 2268 train 0.424890 2269 train 0.360987 2270 train 0.386289 2271 train 0.372953 2272 train 0.354759 2273 train 0.408555 2274 train 0.353304 2275 val 9.0997 2275 train 0.359968 2276 train 0.338970 2277 train 0.493991 2278 train 0.337463 2279 train 0.360005 2280 train 0.445136 2281 train 0.423592 2282 train 0.371638 2283 train 0.501181 2284 train 0.417015 2285 train 0.385412 2286 train 0.370710 2287 train 0.343601 2288 train 0.337441 2289 train 0.348278 2290 train 0.353107 2291 train 0.345263 2292 train 0.339135 2293 train 0.340456 2294 train 0.368010 2295 train 0.359703 2296 train 0.336356 2297 train 0.370075 2298 train 0.337898 2299 train 0.342745 2300 val 9.2222 2300 train 0.351435 2301 train 0.392771 2302 train 0.429770 2303 train 0.364776 2304 train 0.416913 2305 train 0.366229 2306 train 0.357954 2307 train 0.382105 2308 train 0.348827 2309 train 0.392347 2310 train 0.362496 2311 train 0.375175 2312 train 0.339727 2313 train 0.491782 2314 train 0.327643 2315 train 0.355923 2316 train 0.450123 2317 train 0.436155 2318 train 0.367051 2319 train 0.474222 2320 train 0.403966 2321 train 0.374065 2322 train 0.360198 2323 train 0.328268 2324 train 0.315361 2325 val 9.2604 2325 train 0.350053 2326 train 0.345518 2327 train 0.348323 2328 train 0.342001 2329 train 0.327329 2330 train 0.355690 2331 train 0.370929 2332 train 0.342483 2333 train 0.368373 2334 train 0.334963 2335 train 0.330138 2336 train 0.341518 2337 train 0.372714 2338 train 0.411632 2339 train 0.351782 2340 train 0.397768 2341 train 0.350298 2342 train 0.345558 2343 train 0.350965 2344 train 0.324627 2345 train 0.395800 2346 train 0.349674 2347 train 0.353159 2348 train 0.333569 2349 train 0.492855 2350 val 9.2135 2350 train 0.337972 2351 train 0.362272 2352 train 0.439511 2353 train 0.408603 2354 train 0.350722 2355 train 0.460467 2356 train 0.398195 2357 train 0.375654 2358 train 0.353479 2359 train 0.322193 2360 train 0.328048 2361 train 0.344344 2362 train 0.320985 2363 train 0.330036 2364 train 0.333582 2365 train 0.334113 2366 train 0.347785 2367 train 0.357846 2368 train 0.332324 2369 train 0.363305 2370 train 0.335413 2371 train 0.349122 2372 train 0.343994 2373 train 0.365461 2374 train 0.385002 2375 val 9.3803 2375 train 0.340913 2376 train 0.386888 2377 train 0.342498 2378 train 0.352117 2379 train 0.354537 2380 train 0.322910 2381 train 0.377687 2382 train 0.341071 2383 train 0.340933 2384 train 0.315189 2385 train 0.474565 2386 train 0.331062 2387 train 0.350791 2388 train 0.407007 2389 train 0.407503 2390 train 0.327477 2391 train 0.407525 2392 train 0.343633 2393 train 0.343879 2394 train 0.328644 2395 train 0.311935 2396 train 0.297584 2397 train 0.330903 2398 train 0.302490 2399 train 0.323182 2400 val 9.3904 2400 train 0.308203 2401 train 0.310890 2402 train 0.332603 2403 train 0.347081 2404 train 0.330658 2405 train 0.348995 2406 train 0.332739 2407 train 0.340443 2408 train 0.349695 2409 train 0.363260 2410 train 0.405708 2411 train 0.341197 2412 train 0.385611 2413 train 0.332312 2414 train 0.332582 2415 train 0.335612 2416 train 0.315473 2417 train 0.355941 2418 train 0.316069 2419 train 0.332376 2420 train 0.302030 2421 train 0.459400 2422 train 0.336072 2423 train 0.332203 2424 train 0.375025 2425 val 9.4449 2425 train 0.387725 2426 train 0.325476 2427 train 0.410980 2428 train 0.347234 2429 train 0.322899 2430 train 0.314762 2431 train 0.317355 2432 train 0.294108 2433 train 0.321116 2434 train 0.302450 2435 train 0.307234 2436 train 0.300401 2437 train 0.287791 2438 train 0.311811 2439 train 0.317151 2440 train 0.305256 2441 train 0.330820 2442 train 0.317083 2443 train 0.327042 2444 train 0.323058 2445 train 0.351302 2446 train 0.381118 2447 train 0.340331 2448 train 0.365068 2449 train 0.326130 2450 val 9.4092 2450 train 0.332229 2451 train 0.341247 2452 train 0.313472 2453 train 0.371779 2454 train 0.321408 2455 train 0.316316 2456 train 0.292634 2457 train 0.479302 2458 train 0.325877 2459 train 0.326779 2460 train 0.372262 2461 train 0.384318 2462 train 0.304475 2463 train 0.418748 2464 train 0.356251 2465 train 0.316787 2466 train 0.304927 2467 train 0.296154 2468 train 0.274650 2469 train 0.297695 2470 train 0.283857 2471 train 0.281296 2472 train 0.277178 2473 train 0.291024 2474 train 0.304354 2475 val 9.5187 2475 train 0.311574 2476 train 0.316901 2477 train 0.344332 2478 train 0.320778 2479 train 0.336071 2480 train 0.318033 2481 train 0.356769 2482 train 0.368093 2483 train 0.309418 2484 train 0.357448 2485 train 0.330220 2486 train 0.327609 2487 train 0.314192 2488 train 0.292319 2489 train 0.340573 2490 train 0.308521 2491 train 0.312795 2492 train 0.289767 2493 train 0.424368 2494 train 0.299451 2495 train 0.310073 2496 train 0.378382 2497 train 0.354806 2498 train 0.304057 2499 train 0.382714 2500 val 9.5780 2500 train 0.329443 2501 train 0.294395 2502 train 0.307276 2503 train 0.303890 2504 train 0.271421 2505 train 0.284635 2506 train 0.268214 2507 train 0.284588 2508 train 0.277578 2509 train 0.278123 2510 train 0.293862 2511 train 0.290377 2512 train 0.296548 2513 train 0.299614 2514 train 0.295225 2515 train 0.299170 2516 train 0.300348 2517 train 0.335596 2518 train 0.354140 2519 train 0.315695 2520 train 0.339319 2521 train 0.325040 2522 train 0.327668 2523 train 0.305377 2524 train 0.288324 2525 val 9.5439 2525 train 0.360738 2526 train 0.305671 2527 train 0.325092 2528 train 0.271368 2529 train 0.429157 2530 train 0.302901 2531 train 0.314445 2532 train 0.384056 2533 train 0.357187 2534 train 0.324570 2535 train 0.390300 2536 train 0.316512 2537 train 0.286897 2538 train 0.276296 2539 train 0.272243 2540 train 0.254910 2541 train 0.261948 2542 train 0.243890 2543 train 0.250260 2544 train 0.250745 2545 train 0.250018 2546 train 0.271580 2547 train 0.277083 2548 train 0.273780 2549 train 0.285638 2550 val 9.6986 2550 train 0.284290 2551 train 0.302583 2552 train 0.301045 2553 train 0.355637 2554 train 0.351967 2555 train 0.298972 2556 train 0.327146 2557 train 0.316415 2558 train 0.318922 2559 train 0.293508 2560 train 0.283868 2561 train 0.339738 2562 train 0.294903 2563 train 0.293217 2564 train 0.268721 2565 train 0.379878 2566 train 0.272760 2567 train 0.282498 2568 train 0.316529 2569 train 0.318894 2570 train 0.280034 2571 train 0.377837 2572 train 0.318866 2573 train 0.291897 2574 train 0.277018 2575 val 9.7097 2575 train 0.264560 2576 train 0.247037 2577 train 0.276756 2578 train 0.253212 2579 train 0.248429 2580 train 0.258560 2581 train 0.256088 2582 train 0.281923 2583 train 0.290747 2584 train 0.289657 2585 train 0.290942 2586 train 0.277695 2587 train 0.271138 2588 train 0.276072 2589 train 0.306031 2590 train 0.315970 2591 train 0.272393 2592 train 0.310755 2593 train 0.278032 2594 train 0.275788 2595 train 0.264754 2596 train 0.255026 2597 train 0.288315 2598 train 0.263062 2599 train 0.277018 2600 val 9.6865 2600 train 0.257125 2601 train 0.385381 2602 train 0.275844 2603 train 0.277167 2604 train 0.314977 2605 train 0.306939 2606 train 0.263985 2607 train 0.351339 2608 train 0.287715 2609 train 0.280605 2610 train 0.270947 2611 train 0.260212 2612 train 0.250548 2613 train 0.257595 2614 train 0.238826 2615 train 0.242687 2616 train 0.238232 2617 train 0.247749 2618 train 0.254971 2619 train 0.255551 2620 train 0.255453 2621 train 0.269803 2622 train 0.267728 2623 train 0.277721 2624 train 0.268597 2625 val 9.7547 2625 train 0.325310 2626 train 0.340966 2627 train 0.288865 2628 train 0.328449 2629 train 0.285302 2630 train 0.287830 2631 train 0.268505 2632 train 0.264728 2633 train 0.317319 2634 train 0.272818 2635 train 0.275237 2636 train 0.243835 2637 train 0.352847 2638 train 0.268154 2639 train 0.264780 2640 train 0.325498 2641 train 0.328231 2642 train 0.265299 2643 train 0.348693 2644 train 0.294075 2645 train 0.280577 2646 train 0.263325 2647 train 0.264435 2648 train 0.249377 2649 train 0.256854 2650 val 9.8981 2650 train 0.241797 2651 train 0.240131 2652 train 0.239782 2653 train 0.232799 2654 train 0.253582 2655 train 0.239366 2656 train 0.238381 2657 train 0.268279 2658 train 0.262247 2659 train 0.257864 2660 train 0.270590 2661 train 0.303796 2662 train 0.315819 2663 train 0.281969 2664 train 0.323267 2665 train 0.267069 2666 train 0.287036 2667 train 0.259107 2668 train 0.258363 2669 train 0.292754 2670 train 0.275372 2671 train 0.279481 2672 train 0.243884 2673 train 0.342225 2674 train 0.254850 2675 val 9.8415 2675 train 0.248834 2676 train 0.296473 2677 train 0.298535 2678 train 0.249058 2679 train 0.336941 2680 train 0.266468 2681 train 0.260950 2682 train 0.257941 2683 train 0.235462 2684 train 0.215178 2685 train 0.242871 2686 train 0.221013 2687 train 0.224948 2688 train 0.224119 2689 train 0.225653 2690 train 0.250187 2691 train 0.247523 2692 train 0.259838 2693 train 0.251226 2694 train 0.255844 2695 train 0.256016 2696 train 0.270336 2697 train 0.300480 2698 train 0.301442 2699 train 0.268753 2700 val 10.0268 2700 train 0.305301 2701 train 0.266950 2702 train 0.255897 2703 train 0.246491 2704 train 0.241554 2705 train 0.275239 2706 train 0.269017 2707 train 0.268920 2708 train 0.239309 2709 train 0.327535 2710 train 0.238147 2711 train 0.249558 2712 train 0.286809 2713 train 0.290866 2714 train 0.233391 2715 train 0.309916 2716 train 0.254844 2717 train 0.263260 2718 train 0.253595 2719 train 0.251129 2720 train 0.231785 2721 train 0.236544 2722 train 0.223387 2723 train 0.227062 2724 train 0.226316 2725 val 9.9738 2725 train 0.225101 2726 train 0.234633 2727 train 0.243351 2728 train 0.234502 2729 train 0.260366 2730 train 0.239048 2731 train 0.244376 2732 train 0.247316 2733 train 0.271467 2734 train 0.299130 2735 train 0.263344 2736 train 0.301539 2737 train 0.259237 2738 train 0.267722 2739 train 0.241829 2740 train 0.240709 2741 train 0.291919 2742 train 0.259795 2743 train 0.278878 2744 train 0.245408 2745 train 0.353872 2746 train 0.253134 2747 train 0.253059 2748 train 0.302767 2749 train 0.294748 2750 val 10.0433 2750 train 0.240577 2751 train 0.310688 2752 train 0.258845 2753 train 0.247783 2754 train 0.253546 2755 train 0.235151 2756 train 0.213712 2757 train 0.226015 2758 train 0.217512 2759 train 0.224553 2760 train 0.229130 2761 train 0.225979 2762 train 0.237800 2763 train 0.243242 2764 train 0.231446 2765 train 0.255085 2766 train 0.233324 2767 train 0.250388 2768 train 0.248374 2769 train 0.277696 2770 train 0.297977 2771 train 0.254936 2772 train 0.313842 2773 train 0.266467 2774 train 0.274238 2775 val 9.9611 2775 train 0.254960 2776 train 0.254020 2777 train 0.271075 2778 train 0.265759 2779 train 0.263233 2780 train 0.228708 2781 train 0.328766 2782 train 0.244992 2783 train 0.263931 2784 train 0.297105 2785 train 0.291347 2786 train 0.246148 2787 train 0.317461 2788 train 0.254376 2789 train 0.251674 2790 train 0.256346 2791 train 0.244091 2792 train 0.227893 2793 train 0.225871 2794 train 0.205370 2795 train 0.224668 2796 train 0.224232 2797 train 0.223759 2798 train 0.239465 2799 train 0.232287 2800 val 10.1366 2800 train 0.227291 2801 train 0.240458 2802 train 0.233194 2803 train 0.245964 2804 train 0.248796 2805 train 0.263701 2806 train 0.283106 2807 train 0.254928 2808 train 0.292112 2809 train 0.270900 2810 train 0.260956 2811 train 0.248726 2812 train 0.232465 2813 train 0.253321 2814 train 0.256674 2815 train 0.261744 2816 train 0.236094 2817 train 0.338372 2818 train 0.246636 2819 train 0.243253 2820 train 0.293761 2821 train 0.273878 2822 train 0.236454 2823 train 0.323682 2824 train 0.250224 2825 val 10.1580 2825 train 0.248112 2826 train 0.245832 2827 train 0.230940 2828 train 0.226914 2829 train 0.238636 2830 train 0.205276 2831 train 0.221396 2832 train 0.208154 2833 train 0.214183 2834 train 0.228467 2835 train 0.215361 2836 train 0.222587 2837 train 0.232309 2838 train 0.230150 2839 train 0.239845 2840 train 0.238822 2841 train 0.252680 2842 train 0.277541 2843 train 0.246126 2844 train 0.289187 2845 train 0.245102 2846 train 0.258206 2847 train 0.257298 2848 train 0.242269 2849 train 0.256125 2850 val 10.1116 2850 train 0.255023 2851 train 0.266953 2852 train 0.237474 2853 train 0.358921 2854 train 0.259721 2855 train 0.273868 2856 train 0.290079 2857 train 0.292267 2858 train 0.238413 2859 train 0.319639 2860 train 0.245783 2861 train 0.229323 2862 train 0.225262 2863 train 0.215884 2864 train 0.211618 2865 train 0.231950 2866 train 0.199378 2867 train 0.201126 2868 train 0.199555 2869 train 0.209377 2870 train 0.226446 2871 train 0.218839 2872 train 0.221137 2873 train 0.234591 2874 train 0.209232 2875 val 10.3023 2875 train 0.221800 2876 train 0.228181 2877 train 0.263717 2878 train 0.283257 2879 train 0.241498 2880 train 0.277218 2881 train 0.240883 2882 train 0.254334 2883 train 0.247919 2884 train 0.235661 2885 train 0.257322 2886 train 0.245718 2887 train 0.248510 2888 train 0.232500 2889 train 0.336667 2890 train 0.248004 2891 train 0.255174 2892 train 0.287626 2893 train 0.277617 2894 train 0.232198 2895 train 0.292772 2896 train 0.236386 2897 train 0.239392 2898 train 0.234653 2899 train 0.232270 2900 val 10.2108 2900 train 0.225984 2901 train 0.237762 2902 train 0.217023 2903 train 0.216184 2904 train 0.207134 2905 train 0.199413 2906 train 0.222648 2907 train 0.228408 2908 train 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0.160524 4928 train 0.164336 4929 train 0.169184 4930 train 0.177028 4931 train 0.175555 4932 train 0.185683 4933 train 0.170050 4934 train 0.164976 4935 train 0.171695 4936 train 0.160183 4937 train 0.165406 4938 train 0.173129 4939 train 0.177381 4940 train 0.174092 4941 train 0.207629 4942 train 0.174278 4943 train 0.180597 4944 train 0.200985 4945 train 0.194589 4946 train 0.159218 4947 train 0.205209 4948 train 0.167843 4949 train 0.177463 4950 val 13.1095 4950 train 0.173901 4951 train 0.169945 4952 train 0.175144 4953 train 0.175657 4954 train 0.169724 4955 train 0.158761 4956 train 0.170721 4957 train 0.164389 4958 train 0.166458 4959 train 0.169558 4960 train 0.175667 4961 train 0.165034 4962 train 0.169278 4963 train 0.171688 4964 train 0.160959 4965 train 0.178732 4966 train 0.181425 4967 train 0.163409 4968 train 0.172968 4969 train 0.162278 4970 train 0.167473 4971 train 0.173540 4972 train 0.170581 4973 train 0.172248 4974 train 0.172819 4975 val 13.2383 4975 train 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0.160755 5073 train 0.183450 5074 train 0.168418 5075 val 13.2504 5075 train 0.160509 5076 train 0.179019 5077 train 0.165684 5078 train 0.168243 5079 train 0.166005 5080 train 0.181124 5081 train 0.174835 5082 train 0.168556 5083 train 0.171377 5084 train 0.161065 5085 train 0.213316 5086 train 0.172101 5087 train 0.182481 5088 train 0.196503 5089 train 0.195698 5090 train 0.170635 5091 train 0.184695 5092 train 0.168412 5093 train 0.165561 5094 train 0.170996 5095 train 0.166028 5096 train 0.170442 5097 train 0.182523 5098 train 0.173584 5099 train 0.163162 5100 val 13.3015 5100 train 0.164436 5101 train 0.158650 5102 train 0.165815 5103 train 0.155422 5104 train 0.156443 5105 train 0.164035 5106 train 0.165266 5107 train 0.152346 5108 train 0.166372 5109 train 0.175248 5110 train 0.171981 5111 train 0.163089 5112 train 0.179965 5113 train 0.172277 5114 train 0.173620 5115 train 0.172914 5116 train 0.162141 5117 train 0.163005 5118 train 0.172592 5119 train 0.166624 5120 train 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0.157433 5457 train 0.171714 5458 train 0.165441 5459 train 0.166302 5460 train 0.159044 5461 train 0.156307 5462 train 0.162838 5463 train 0.157086 5464 train 0.153754 5465 train 0.158797 5466 train 0.160577 5467 train 0.147827 5468 train 0.158385 5469 train 0.164754 5470 train 0.150766 5471 train 0.160236 5472 train 0.160752 5473 train 0.156970 5474 train 0.161738 5475 val 13.7517 5475 train 0.159159 5476 train 0.157509 5477 train 0.165647 5478 train 0.160224 5479 train 0.162880 5480 train 0.158634 5481 train 0.182803 5482 train 0.155716 5483 train 0.161660 5484 train 0.187446 5485 train 0.173932 5486 train 0.159545 5487 train 0.185972 5488 train 0.171831 5489 train 0.163800 5490 train 0.164127 5491 train 0.169849 5492 train 0.170592 5493 train 0.158605 5494 train 0.158271 5495 train 0.172349 5496 train 0.171161 5497 train 0.165668 5498 train 0.160124 5499 train 0.166502 5500 val 13.8099 5500 train 0.154501 5501 train 0.159095 5502 train 0.156873 5503 train 0.159077 5504 train 0.153843 5505 train 0.159997 5506 train 0.153080 5507 train 0.153084 5508 train 0.161740 5509 train 0.159179 5510 train 0.158884 5511 train 0.163613 5512 train 0.155777 5513 train 0.153647 5514 train 0.156052 5515 train 0.160038 5516 train 0.161014 5517 train 0.173922 5518 train 0.166025 5519 train 0.170507 5520 train 0.176377 5521 train 0.165691 5522 train 0.162953 5523 train 0.195194 5524 train 0.177680 5525 val 13.8363 5525 train 0.170507 5526 train 0.169323 5527 train 0.160829 5528 train 0.154694 5529 train 0.157531 5530 train 0.156595 5531 train 0.165498 5532 train 0.160606 5533 train 0.157046 5534 train 0.154275 5535 train 0.157843 5536 train 0.158601 5537 train 0.160643 5538 train 0.159288 5539 train 0.155022 5540 train 0.162129 5541 train 0.164913 5542 train 0.164946 5543 train 0.156052 5544 train 0.173488 5545 train 0.149642 5546 train 0.162704 5547 train 0.163765 5548 train 0.153689 5549 train 0.164170 5550 val 13.7843 5550 train 0.152711 5551 train 0.165594 5552 train 0.158909 5553 train 0.172683 5554 train 0.163331 5555 train 0.163243 5556 train 0.175490 5557 train 0.171537 5558 train 0.166720 5559 train 0.173695 5560 train 0.156750 5561 train 0.165781 5562 train 0.163382 5563 train 0.166164 5564 train 0.165937 5565 train 0.162853 5566 train 0.151460 5567 train 0.159359 5568 train 0.150612 5569 train 0.158226 5570 train 0.158867 5571 train 0.156341 5572 train 0.159186 5573 train 0.164700 5574 train 0.148921 5575 val 13.8981 5575 train 0.155129 5576 train 0.153895 5577 train 0.165344 5578 train 0.168841 5579 train 0.147294 5580 train 0.166065 5581 train 0.159867 5582 train 0.154889 5583 train 0.155061 5584 train 0.154297 5585 train 0.157874 5586 train 0.149259 5587 train 0.160475 5588 train 0.158831 5589 train 0.177837 5590 train 0.155949 5591 train 0.157460 5592 train 0.174833 5593 train 0.171661 5594 train 0.160639 5595 train 0.163022 5596 train 0.152247 5597 train 0.154335 5598 train 0.162128 5599 train 0.155747 5600 val 13.8677 5600 train 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0.160561 6226 train 0.158748 6227 train 0.151730 6228 train 0.149934 6229 train 0.153701 6230 train 0.155952 6231 train 0.148775 6232 train 0.149016 6233 train 0.155925 6234 train 0.153456 6235 train 0.145204 6236 train 0.149108 6237 train 0.168735 6238 train 0.143188 6239 train 0.155730 6240 train 0.163974 6241 train 0.144969 6242 train 0.148521 6243 train 0.169203 6244 train 0.147019 6245 train 0.157432 6246 train 0.153133 6247 train 0.153916 6248 train 0.153552 6249 train 0.160730 6250 val 14.4380 6250 train 0.153703 6251 train 0.160391 6252 train 0.157475 6253 train 0.150193 6254 train 0.147310 6255 train 0.154858 6256 train 0.156187 6257 train 0.144939 6258 train 0.152834 6259 train 0.145517 6260 train 0.153079 6261 train 0.158362 6262 train 0.158458 6263 train 0.148226 6264 train 0.152467 6265 train 0.151150 6266 train 0.143855 6267 train 0.160161 6268 train 0.148098 6269 train 0.151545 6270 train 0.149207 6271 train 0.161366 6272 train 0.149441 6273 train 0.161913 6274 train 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0.144774 6323 train 0.150397 6324 train 0.154496 6325 val 14.5004 6325 train 0.153016 6326 train 0.151771 6327 train 0.153404 6328 train 0.151728 6329 train 0.147141 6330 train 0.150477 6331 train 0.146772 6332 train 0.160367 6333 train 0.144934 6334 train 0.161980 6335 train 0.157869 6336 train 0.160818 6337 train 0.162773 6338 train 0.147408 6339 train 0.143231 6340 train 0.154778 6341 train 0.153104 6342 train 0.148931 6343 train 0.143163 6344 train 0.148750 6345 train 0.161549 6346 train 0.152859 6347 train 0.154779 6348 train 0.159087 6349 train 0.151374 6350 val 14.6109 6350 train 0.149016 6351 train 0.163079 6352 train 0.154953 6353 train 0.154219 6354 train 0.150010 6355 train 0.145024 6356 train 0.150514 6357 train 0.148567 6358 train 0.153911 6359 train 0.158596 6360 train 0.147285 6361 train 0.152022 6362 train 0.147753 6363 train 0.151171 6364 train 0.150174 6365 train 0.152249 6366 train 0.151738 6367 train 0.149723 6368 train 0.144175 6369 train 0.162554 6370 train 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0.151256 6419 train 0.144363 6420 train 0.170956 6421 train 0.161549 6422 train 0.151703 6423 train 0.157179 6424 train 0.146285 6425 val 14.6887 6425 train 0.153051 6426 train 0.145669 6427 train 0.154713 6428 train 0.156954 6429 train 0.159048 6430 train 0.150728 6431 train 0.152761 6432 train 0.155096 6433 train 0.145063 6434 train 0.149252 6435 train 0.147545 6436 train 0.149616 6437 train 0.154573 6438 train 0.129556 6439 train 0.140840 6440 train 0.149170 6441 train 0.152000 6442 train 0.148081 6443 train 0.140658 6444 train 0.150657 6445 train 0.150740 6446 train 0.153034 6447 train 0.145971 6448 train 0.153295 6449 train 0.146320 6450 val 14.6474 6450 train 0.148414 6451 train 0.162354 6452 train 0.154249 6453 train 0.155604 6454 train 0.147119 6455 train 0.152331 6456 train 0.153728 6457 train 0.156171 6458 train 0.159431 6459 train 0.157430 6460 train 0.154179 6461 train 0.153889 6462 train 0.157516 6463 train 0.152655 6464 train 0.155934 6465 train 0.164602 6466 train 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0.126104 9207 train 0.130574 9208 train 0.132200 9209 train 0.128877 9210 train 0.130817 9211 train 0.127097 9212 train 0.132187 9213 train 0.124283 9214 train 0.126905 9215 train 0.136041 9216 train 0.134373 9217 train 0.131721 9218 train 0.126774 9219 train 0.122177 9220 train 0.125187 9221 train 0.132041 9222 train 0.134317 9223 train 0.132608 9224 train 0.132227 9225 val 16.3356 9225 train 0.142971 9226 train 0.137196 9227 train 0.137028 9228 train 0.136462 9229 train 0.135810 9230 train 0.128575 9231 train 0.124904 9232 train 0.129787 9233 train 0.124604 9234 train 0.134137 9235 train 0.129223 9236 train 0.132261 9237 train 0.130317 9238 train 0.129881 9239 train 0.123859 9240 train 0.120344 9241 train 0.122979 9242 train 0.126074 9243 train 0.119785 9244 train 0.129567 9245 train 0.125794 9246 train 0.123326 9247 train 0.123474 9248 train 0.121314 9249 train 0.133363 9250 val 16.3718 9250 train 0.123755 9251 train 0.124740 9252 train 0.141122 9253 train 0.127542 9254 train 0.119802 9255 train 0.127822 9256 train 0.125873 9257 train 0.124699 9258 train 0.126999 9259 train 0.129310 9260 train 0.125846 9261 train 0.131213 9262 train 0.127424 9263 train 0.125071 9264 train 0.152753 9265 train 0.119695 9266 train 0.128851 9267 train 0.132373 9268 train 0.122678 9269 train 0.126486 9270 train 0.119921 9271 train 0.123350 9272 train 0.129640 9273 train 0.122308 9274 train 0.135216 9275 val 16.3857 9275 train 0.127628 9276 train 0.119698 9277 train 0.125576 9278 train 0.128082 9279 train 0.122567 9280 train 0.130238 9281 train 0.130480 9282 train 0.122607 9283 train 0.121526 9284 train 0.128545 9285 train 0.129160 9286 train 0.125609 9287 train 0.138888 9288 train 0.127892 9289 train 0.118915 9290 train 0.132225 9291 train 0.126556 9292 train 0.123778 9293 train 0.123574 9294 train 0.123522 9295 train 0.117350 9296 train 0.126729 9297 train 0.131948 9298 train 0.121843 9299 train 0.120404 9300 val 16.4597 9300 train 0.115486 9301 train 0.122838 9302 train 0.131807 9303 train 0.122910 9304 train 0.118865 9305 train 0.121539 9306 train 0.130840 9307 train 0.129590 9308 train 0.121283 9309 train 0.123906 9310 train 0.132838 9311 train 0.119234 9312 train 0.128450 9313 train 0.123511 9314 train 0.131134 9315 train 0.127834 9316 train 0.126188 9317 train 0.130367 9318 train 0.117703 9319 train 0.129388 9320 train 0.127073 9321 train 0.127460 9322 train 0.123582 9323 train 0.123569 9324 train 0.125994 9325 val 16.4469 9325 train 0.122936 9326 train 0.123441 9327 train 0.124528 9328 train 0.125735 9329 train 0.117843 9330 train 0.117097 9331 train 0.121626 9332 train 0.124963 9333 train 0.118716 9334 train 0.119431 9335 train 0.118692 9336 train 0.121257 9337 train 0.127061 9338 train 0.119360 9339 train 0.128063 9340 train 0.123885 9341 train 0.124210 9342 train 0.128726 9343 train 0.118629 9344 train 0.124675 9345 train 0.125168 9346 train 0.124634 9347 train 0.127304 9348 train 0.126580 9349 train 0.118735 9350 val 16.3979 9350 train 0.125922 9351 train 0.134985 9352 train 0.124957 9353 train 0.132390 9354 train 0.130848 9355 train 0.120189 9356 train 0.126837 9357 train 0.122107 9358 train 0.128307 9359 train 0.125638 9360 train 0.126146 9361 train 0.124169 9362 train 0.128282 9363 train 0.125294 9364 train 0.122737 9365 train 0.122509 9366 train 0.118155 9367 train 0.120384 9368 train 0.115439 9369 train 0.124741 9370 train 0.125129 9371 train 0.116030 9372 train 0.122279 9373 train 0.120697 9374 train 0.127153 9375 val 16.4856 9375 train 0.126836 9376 train 0.123823 9377 train 0.120955 9378 train 0.128008 9379 train 0.121977 9380 train 0.114132 9381 train 0.114197 9382 train 0.122399 9383 train 0.129585 9384 train 0.124287 9385 train 0.122509 9386 train 0.114551 9387 train 0.117689 9388 train 0.126065 9389 train 0.128438 9390 train 0.130651 9391 train 0.127077 9392 train 0.124884 9393 train 0.128972 9394 train 0.130951 9395 train 0.128539 9396 train 0.131921 9397 train 0.120288 9398 train 0.128739 9399 train 0.129935 9400 val 16.5317 9400 train 0.126036 9401 train 0.135708 9402 train 0.125203 9403 train 0.124832 9404 train 0.114441 9405 train 0.122858 9406 train 0.127539 9407 train 0.115527 9408 train 0.133442 9409 train 0.127129 9410 train 0.130894 9411 train 0.136604 9412 train 0.125588 9413 train 0.126620 9414 train 0.130652 9415 train 0.122161 9416 train 0.124292 9417 train 0.128299 9418 train 0.121018 9419 train 0.120482 9420 train 0.125025 9421 train 0.129396 9422 train 0.122173 9423 train 0.118475 9424 train 0.116028 9425 val 16.4212 9425 train 0.123578 9426 train 0.129599 9427 train 0.125205 9428 train 0.123699 9429 train 0.123370 9430 train 0.142009 9431 train 0.128554 9432 train 0.133631 9433 train 0.124907 9434 train 0.136704 9435 train 0.129858 9436 train 0.124028 9437 train 0.120847 9438 train 0.135322 9439 train 0.127899 9440 train 0.132131 9441 train 0.141286 9442 train 0.110055 9443 train 0.117143 9444 train 0.136888 9445 train 0.121760 9446 train 0.123159 9447 train 0.141437 9448 train 0.126591 9449 train 0.123739 9450 val 16.5401 9450 train 0.124153 9451 train 0.129820 9452 train 0.132507 9453 train 0.132265 9454 train 0.110026 9455 train 0.135180 9456 train 0.123964 9457 train 0.130084 9458 train 0.127821 9459 train 0.117620 9460 train 0.124822 9461 train 0.124833 9462 train 0.120066 9463 train 0.125783 9464 train 0.132046 9465 train 0.132067 9466 train 0.125002 9467 train 0.128184 9468 train 0.138946 9469 train 0.134293 9470 train 0.139224 9471 train 0.129905 9472 train 0.125151 9473 train 0.132431 9474 train 0.125402 9475 val 16.5201 9475 train 0.130077 9476 train 0.137572 9477 train 0.129374 9478 train 0.128788 9479 train 0.123395 9480 train 0.129432 9481 train 0.128622 9482 train 0.124301 9483 train 0.130602 9484 train 0.127831 9485 train 0.119586 9486 train 0.128089 9487 train 0.124338 9488 train 0.134366 9489 train 0.126487 9490 train 0.113688 9491 train 0.132757 9492 train 0.128439 9493 train 0.121850 9494 train 0.127136 9495 train 0.125133 9496 train 0.130655 9497 train 0.117973 9498 train 0.121145 9499 train 0.117346 9500 val 16.5408 9500 train 0.132383 9501 train 0.123708 9502 train 0.136715 9503 train 0.119873 9504 train 0.117868 9505 train 0.139682 9506 train 0.131175 9507 train 0.120773 9508 train 0.129636 9509 train 0.135300 9510 train 0.125668 9511 train 0.124814 9512 train 0.122060 9513 train 0.127870 9514 train 0.126609 9515 train 0.124230 9516 train 0.125685 9517 train 0.122380 9518 train 0.127447 9519 train 0.122159 9520 train 0.123710 9521 train 0.133246 9522 train 0.120928 9523 train 0.119592 9524 train 0.129361 9525 val 16.5639 9525 train 0.120750 9526 train 0.128070 9527 train 0.129404 9528 train 0.122848 9529 train 0.115074 9530 train 0.125628 9531 train 0.126961 9532 train 0.120258 9533 train 0.125374 9534 train 0.128989 9535 train 0.118478 9536 train 0.122605 9537 train 0.125622 9538 train 0.131007 9539 train 0.126877 9540 train 0.116265 9541 train 0.123776 9542 train 0.121485 9543 train 0.123479 9544 train 0.119545 9545 train 0.114178 9546 train 0.117953 9547 train 0.128197 9548 train 0.112284 9549 train 0.123726 9550 val 16.4898 9550 train 0.125167 9551 train 0.113345 9552 train 0.135177 9553 train 0.130498 9554 train 0.129428 9555 train 0.126920 9556 train 0.121167 9557 train 0.124429 9558 train 0.125542 9559 train 0.114738 9560 train 0.118972 9561 train 0.118705 9562 train 0.112119 9563 train 0.118653 9564 train 0.121008 9565 train 0.122733 9566 train 0.118082 9567 train 0.128257 9568 train 0.125206 9569 train 0.130255 9570 train 0.123113 9571 train 0.125739 9572 train 0.128692 9573 train 0.131612 9574 train 0.124804 9575 val 16.5067 9575 train 0.120248 9576 train 0.124111 9577 train 0.129055 9578 train 0.121536 9579 train 0.121040 9580 train 0.124965 9581 train 0.112760 9582 train 0.118043 9583 train 0.120401 9584 train 0.110876 9585 train 0.120205 9586 train 0.118225 9587 train 0.126602 9588 train 0.123925 9589 train 0.117408 9590 train 0.115534 9591 train 0.128889 9592 train 0.124271 9593 train 0.130113 9594 train 0.122966 9595 train 0.113879 9596 train 0.120477 9597 train 0.125791 9598 train 0.126511 9599 train 0.119267 9600 val 16.6026 9600 train 0.120710 9601 train 0.120152 9602 train 0.120216 9603 train 0.118457 9604 train 0.128002 9605 train 0.128582 9606 train 0.121034 9607 train 0.126205 9608 train 0.131417 9609 train 0.128792 9610 train 0.114137 9611 train 0.130112 9612 train 0.134081 9613 train 0.134695 9614 train 0.124259 9615 train 0.130278 9616 train 0.128873 9617 train 0.115827 9618 train 0.127479 9619 train 0.120905 9620 train 0.119511 9621 train 0.128515 9622 train 0.126500 9623 train 0.115191 9624 train 0.117741 9625 val 16.6159 9625 train 0.124246 9626 train 0.116397 9627 train 0.128252 9628 train 0.123328 9629 train 0.121679 9630 train 0.126308 9631 train 0.128304 9632 train 0.129764 9633 train 0.126794 9634 train 0.122006 9635 train 0.125304 9636 train 0.125040 9637 train 0.124261 9638 train 0.123947 9639 train 0.117532 9640 train 0.123471 9641 train 0.129308 9642 train 0.123120 9643 train 0.126699 9644 train 0.133486 9645 train 0.143022 9646 train 0.120053 9647 train 0.116429 9648 train 0.134565 9649 train 0.130355 9650 val 16.6063 9650 train 0.128370 9651 train 0.122316 9652 train 0.128328 9653 train 0.133306 9654 train 0.130394 9655 train 0.123035 9656 train 0.125227 9657 train 0.125484 9658 train 0.121629 9659 train 0.122057 9660 train 0.119279 9661 train 0.120888 9662 train 0.118507 9663 train 0.131182 9664 train 0.128501 9665 train 0.122866 9666 train 0.129379 9667 train 0.122781 9668 train 0.123887 9669 train 0.120339 9670 train 0.114256 9671 train 0.125900 9672 train 0.123223 9673 train 0.118786 9674 train 0.119722 9675 val 16.5979 9675 train 0.132348 9676 train 0.115075 9677 train 0.120010 9678 train 0.125023 9679 train 0.121529 9680 train 0.114654 9681 train 0.122720 9682 train 0.126336 9683 train 0.115582 9684 train 0.124294 9685 train 0.124986 9686 train 0.122777 9687 train 0.114031 9688 train 0.121467 9689 train 0.123718 9690 train 0.126055 9691 train 0.126409 9692 train 0.122243 9693 train 0.122683 9694 train 0.122786 9695 train 0.130297 9696 train 0.118395 9697 train 0.119952 9698 train 0.127375 9699 train 0.122651 9700 val 16.5414 9700 train 0.122449 9701 train 0.118538 9702 train 0.124409 9703 train 0.120647 9704 train 0.119627 9705 train 0.116622 9706 train 0.121756 9707 train 0.128495 9708 train 0.115857 9709 train 0.116846 9710 train 0.116608 9711 train 0.131006 9712 train 0.123597 9713 train 0.121678 9714 train 0.114052 9715 train 0.111920 9716 train 0.120659 9717 train 0.133351 9718 train 0.127076 9719 train 0.120328 9720 train 0.124908 9721 train 0.122318 9722 train 0.123984 9723 train 0.127149 9724 train 0.128130 9725 val 16.6538 9725 train 0.121162 9726 train 0.131234 9727 train 0.121661 9728 train 0.116795 9729 train 0.127221 9730 train 0.120890 9731 train 0.132528 9732 train 0.129079 9733 train 0.126218 9734 train 0.118615 9735 train 0.126027 9736 train 0.119103 9737 train 0.118674 9738 train 0.125245 9739 train 0.119444 9740 train 0.116381 9741 train 0.122612 9742 train 0.126227 9743 train 0.119450 9744 train 0.121434 9745 train 0.128027 9746 train 0.118332 9747 train 0.133064 9748 train 0.135419 9749 train 0.121951 9750 val 16.5888 9750 train 0.124782 9751 train 0.113424 9752 train 0.110658 9753 train 0.131233 9754 train 0.118376 9755 train 0.126022 9756 train 0.118735 9757 train 0.120391 9758 train 0.129696 9759 train 0.129402 9760 train 0.128491 9761 train 0.109800 9762 train 0.121185 9763 train 0.121353 9764 train 0.117633 9765 train 0.116502 9766 train 0.116666 9767 train 0.128083 9768 train 0.122791 9769 train 0.121646 9770 train 0.126234 9771 train 0.124963 9772 train 0.115818 9773 train 0.121125 9774 train 0.116330 9775 val 16.6793 9775 train 0.120624 9776 train 0.121014 9777 train 0.118843 9778 train 0.109917 9779 train 0.110289 9780 train 0.117920 9781 train 0.117787 9782 train 0.127688 9783 train 0.119089 9784 train 0.112987 9785 train 0.117702 9786 train 0.113438 9787 train 0.118602 9788 train 0.119999 9789 train 0.120212 9790 train 0.113118 9791 train 0.117893 9792 train 0.116471 9793 train 0.122451 9794 train 0.126070 9795 train 0.128189 9796 train 0.124061 9797 train 0.117597 9798 train 0.121991 9799 train 0.129254 9800 val 16.6682 9800 train 0.116009 9801 train 0.132451 9802 train 0.124381 9803 train 0.129047 9804 train 0.117983 9805 train 0.121094 9806 train 0.124653 9807 train 0.118548 9808 train 0.127098 9809 train 0.126510 9810 train 0.121844 9811 train 0.123022 9812 train 0.116516 9813 train 0.124216 9814 train 0.119105 9815 train 0.124302 9816 train 0.128979 9817 train 0.124600 9818 train 0.118664 9819 train 0.115339 9820 train 0.122853 9821 train 0.123188 9822 train 0.125818 9823 train 0.117298 9824 train 0.117706 9825 val 16.6360 9825 train 0.126370 9826 train 0.116931 9827 train 0.120130 9828 train 0.125839 9829 train 0.130245 9830 train 0.119236 9831 train 0.134033 9832 train 0.127196 9833 train 0.129153 9834 train 0.118736 9835 train 0.122665 9836 train 0.123702 9837 train 0.132952 9838 train 0.120988 9839 train 0.118508 9840 train 0.144346 9841 train 0.134763 9842 train 0.121505 9843 train 0.125755 9844 train 0.126521 9845 train 0.130702 9846 train 0.124963 9847 train 0.119553 9848 train 0.124336 9849 train 0.124941 9850 val 16.6154 9850 train 0.131380 9851 train 0.123559 9852 train 0.119923 9853 train 0.114431 9854 train 0.124174 9855 train 0.119828 9856 train 0.121201 9857 train 0.120559 9858 train 0.129658 9859 train 0.128748 9860 train 0.128514 9861 train 0.118043 9862 train 0.127836 9863 train 0.120685 9864 train 0.129170 9865 train 0.122437 9866 train 0.112799 9867 train 0.120850 9868 train 0.121226 9869 train 0.123459 9870 train 0.127064 9871 train 0.124697 9872 train 0.116359 9873 train 0.139005 9874 train 0.118814 9875 val 16.6663 9875 train 0.114566 9876 train 0.126759 9877 train 0.127249 9878 train 0.114158 9879 train 0.118881 9880 train 0.118767 9881 train 0.114885 9882 train 0.130035 9883 train 0.120950 9884 train 0.127309 9885 train 0.127288 9886 train 0.131743 9887 train 0.126820 9888 train 0.113953 9889 train 0.123673 9890 train 0.133225 9891 train 0.124114 9892 train 0.119334 9893 train 0.115924 9894 train 0.121931 9895 train 0.118404 9896 train 0.135837 9897 train 0.116547 9898 train 0.117916 9899 train 0.127809 9900 val 16.6087 9900 train 0.129497 9901 train 0.117483 9902 train 0.123577 9903 train 0.119628 9904 train 0.111966 9905 train 0.127373 9906 train 0.113911 9907 train 0.117995 9908 train 0.119168 9909 train 0.126366 9910 train 0.125419 9911 train 0.116042 9912 train 0.120922 9913 train 0.123208 9914 train 0.116273 9915 train 0.126776 9916 train 0.126487 9917 train 0.119960 9918 train 0.119615 9919 train 0.124053 9920 train 0.125434 9921 train 0.124019 9922 train 0.124611 9923 train 0.136921 9924 train 0.125649 9925 val 16.7343 9925 train 0.121836 9926 train 0.120043 9927 train 0.123602 9928 train 0.121006 9929 train 0.135249 9930 train 0.115469 9931 train 0.119443 9932 train 0.133517 9933 train 0.121111 9934 train 0.139957 9935 train 0.123435 9936 train 0.119007 9937 train 0.125013 9938 train 0.126038 9939 train 0.116841 9940 train 0.121941 9941 train 0.126009 9942 train 0.117726 9943 train 0.120681 9944 train 0.114313 9945 train 0.114111 9946 train 0.126915 9947 train 0.122287 9948 train 0.122823 9949 train 0.123732 9950 val 16.6339 9950 train 0.120505 9951 train 0.123936 9952 train 0.126969 9953 train 0.121440 9954 train 0.124231 9955 train 0.118866 9956 train 0.113451 9957 train 0.121269 9958 train 0.123943 9959 train 0.124193 9960 train 0.130228 9961 train 0.121788 9962 train 0.122743 9963 train 0.127807 9964 train 0.119372 9965 train 0.127412 9966 train 0.127637 9967 train 0.115906 9968 train 0.122175 9969 train 0.120157 9970 train 0.131597 9971 train 0.126111 9972 train 0.119216 9973 train 0.117479 9974 train 0.124331 9975 val 16.6677 9975 train 0.120610 9976 train 0.123980 9977 train 0.118861 9978 train 0.121406 9979 train 0.119108 9980 train 0.117518 9981 train 0.123942 9982 train 0.127994 9983 train 0.122269 9984 train 0.117182 9985 train 0.120415 9986 train 0.120050 9987 train 0.120978 9988 train 0.114053 9989 train 0.120410 9990 train 0.121525 9991 train 0.120144 9992 train 0.116227 9993 train 0.121617 9994 train 0.113201 9995 train 0.119609 9996 train 0.120970 9997 train 0.120258 9998 train 0.128030 9999 train 0.118714 10000 val 16.6415 10000 train 0.120035 10001 train 0.130635 10002 train 0.121753 10003 train 0.113893 10004 train 0.119189 10005 train 0.133887 10006 train 0.133497 10007 train 0.123535 10008 train 0.121256 10009 train 0.125303 10010 train 0.119339 10011 train 0.129274 10012 train 0.128274 10013 train 0.133291 10014 train 0.116416 10015 train 0.129377 10016 train 0.122782 10017 train 0.143727 10018 train 0.132180 10019 train 0.120937 10020 train 0.131001 10021 train 0.134235 10022 train 0.125657 10023 train 0.123278 10024 train 0.135534 10025 val 16.7340 10025 train 0.126468 10026 train 0.125699 10027 train 0.117008 10028 train 0.123941 10029 train 0.125702 10030 train 0.121581 10031 train 0.115381 10032 train 0.125053 10033 train 0.122756 10034 train 0.116938 10035 train 0.110361 10036 train 0.126196 10037 train 0.119652 10038 train 0.113300 10039 train 0.122851 10040 train 0.120854 10041 train 0.135567 10042 train 0.127894 10043 train 0.133846 10044 train 0.120083 10045 train 0.121876 10046 train 0.120641 10047 train 0.123191 10048 train 0.116428 10049 train 0.124542 10050 val 16.7152 10050 train 0.125419 10051 train 0.126764 10052 train 0.121652 10053 train 0.125837 10054 train 0.130738 10055 train 0.123748 10056 train 0.124591 10057 train 0.122441 10058 train 0.123381 10059 train 0.120963 10060 train 0.126188 10061 train 0.120962 10062 train 0.124164 10063 train 0.128892 10064 train 0.118077 10065 train 0.113598 10066 train 0.115770 10067 train 0.119805 10068 train 0.114426 10069 train 0.119727 10070 train 0.108684 10071 train 0.113216 10072 train 0.120120 10073 train 0.115810 10074 train 0.115503 10075 val 16.6713 10075 train 0.118345 10076 train 0.120432 10077 train 0.122121 10078 train 0.116074 10079 train 0.114572 10080 train 0.123367 10081 train 0.117130 10082 train 0.115959 10083 train 0.123533 10084 train 0.121292 10085 train 0.115753 10086 train 0.118369 10087 train 0.123876 10088 train 0.125822 10089 train 0.122296 10090 train 0.117782 10091 train 0.113466 10092 train 0.121183 10093 train 0.115504 10094 train 0.118043 10095 train 0.112727 10096 train 0.117614 10097 train 0.114926 10098 train 0.116462 10099 train 0.116116 10100 val 16.7471 10100 train 0.116133 10101 train 0.121226 10102 train 0.120682 10103 train 0.122087 10104 train 0.113342 10105 train 0.109471 10106 train 0.114815 10107 train 0.116436 10108 train 0.113218 10109 train 0.122804 10110 train 0.111077 10111 train 0.111210 10112 train 0.105838 10113 train 0.122345 10114 train 0.119922 10115 train 0.111695 10116 train 0.117085 10117 train 0.125897 10118 train 0.119002 10119 train 0.115837 10120 train 0.113885 10121 train 0.119134 10122 train 0.122907 10123 train 0.114013 10124 train 0.113352 10125 val 16.6879 10125 train 0.118751 10126 train 0.124956 10127 train 0.114905 10128 train 0.119225 10129 train 0.110715 10130 train 0.116905 10131 train 0.118163 10132 train 0.109055 10133 train 0.116037 10134 train 0.112562 10135 train 0.111383 10136 train 0.120079 10137 train 0.116371 10138 train 0.106271 10139 train 0.112667 10140 train 0.128053 10141 train 0.116321 10142 train 0.116344 10143 train 0.112727 10144 train 0.108162 10145 train 0.105819 10146 train 0.104103 10147 train 0.115129 10148 train 0.116528 10149 train 0.121633 10150 val 16.7623 10150 train 0.111104 10151 train 0.121822 10152 train 0.115597 10153 train 0.110139 10154 train 0.121049 10155 train 0.120117 10156 train 0.112876 10157 train 0.116012 10158 train 0.121091 10159 train 0.115134 10160 train 0.109950 10161 train 0.104639 10162 train 0.106422 10163 train 0.117166 10164 train 0.125555 10165 train 0.119898 10166 train 0.108061 10167 train 0.120828 10168 train 0.113342 10169 train 0.107449 10170 train 0.111256 10171 train 0.116602 10172 train 0.109681 10173 train 0.106486 10174 train 0.112667 10175 val 16.7350 10175 train 0.117183 10176 train 0.113894 10177 train 0.111924 10178 train 0.128255 10179 train 0.111942 10180 train 0.112511 10181 train 0.112989 10182 train 0.116211 10183 train 0.109586 10184 train 0.119528 10185 train 0.133938 10186 train 0.114413 10187 train 0.126157 10188 train 0.115716 10189 train 0.115558 10190 train 0.112998 10191 train 0.112902 10192 train 0.111718 10193 train 0.113013 10194 train 0.110241 10195 train 0.113986 10196 train 0.118927 10197 train 0.114888 10198 train 0.105657 10199 train 0.110361 10200 val 16.8266 10200 train 0.120715 10201 train 0.109520 10202 train 0.105075 10203 train 0.127143 10204 train 0.115722 10205 train 0.113806 10206 train 0.105013 10207 train 0.100476 10208 train 0.114942 10209 train 0.114528 10210 train 0.110417 10211 train 0.112672 10212 train 0.104349 10213 train 0.100223 10214 train 0.114762 10215 train 0.113682 10216 train 0.108346 10217 train 0.105114 10218 train 0.114969 10219 train 0.109353 10220 train 0.119923 10221 train 0.116320 10222 train 0.116814 10223 train 0.118400 10224 train 0.127913 10225 val 16.7358 10225 train 0.100487 10226 train 0.113145 10227 train 0.124564 10228 train 0.116507 10229 train 0.113271 10230 train 0.109773 10231 train 0.110943 10232 train 0.109621 10233 train 0.119813 10234 train 0.105173 10235 train 0.114023 10236 train 0.116498 10237 train 0.115811 10238 train 0.118622 10239 train 0.118409 10240 train 0.113232 10241 train 0.113266 10242 train 0.107387 10243 train 0.108965 10244 train 0.107798 10245 train 0.101974 10246 train 0.114315 10247 train 0.117223 10248 train 0.117391 10249 train 0.117523 10250 val 16.7408 10250 train 0.112770 10251 train 0.102937 10252 train 0.098541 10253 train 0.116091 10254 train 0.115387 10255 train 0.110187 10256 train 0.110888 10257 train 0.111354 10258 train 0.120116 10259 train 0.108652 10260 train 0.117118 10261 train 0.121865 10262 train 0.121555 10263 train 0.163756 10264 train 0.119178 10265 train 0.112776 10266 train 0.111796 10267 train 0.109985 10268 train 0.105531 10269 train 0.111162 10270 train 0.113810 10271 train 0.103069 10272 train 0.116678 10273 train 0.106679 10274 train 0.106507 10275 val 16.8098 10275 train 0.117214 10276 train 0.116050 10277 train 0.105091 10278 train 0.124858 10279 train 0.114854 10280 train 0.112340 10281 train 0.109146 10282 train 0.117062 10283 train 0.112679 10284 train 0.106590 10285 train 0.115889 10286 train 0.104586 10287 train 0.110270 10288 train 0.116596 10289 train 0.109748 10290 train 0.109437 10291 train 0.106969 10292 train 0.105404 10293 train 0.115681 10294 train 0.112219 10295 train 0.115925 10296 train 0.121816 10297 train 0.112518 10298 train 0.108859 10299 train 0.121106 10300 val 16.8338 10300 train 0.118678 10301 train 0.121540 10302 train 0.127531 10303 train 0.114748 10304 train 0.108438 10305 train 0.110576 10306 train 0.104684 10307 train 0.108694 10308 train 0.108932 10309 train 0.115647 10310 train 0.112112 10311 train 0.111034 10312 train 0.106629 10313 train 0.101286 10314 train 0.105886 10315 train 0.108182 10316 train 0.117404 10317 train 0.106931 10318 train 0.107072 10319 train 0.110333 10320 train 0.102888 10321 train 0.108826 10322 train 0.104699 10323 train 0.108273 10324 train 0.106802 10325 val 16.7418 10325 train 0.109123 10326 train 0.110305 10327 train 0.104300 10328 train 0.103884 10329 train 0.108079 10330 train 0.109947 10331 train 0.103739 10332 train 0.108149 10333 train 0.114245 10334 train 0.118407 10335 train 0.120785 10336 train 0.114049 10337 train 0.106505 10338 train 0.114550 10339 train 0.114477 10340 train 0.110048 10341 train 0.103770 10342 train 0.106397 10343 train 0.104491 10344 train 0.115218 10345 train 0.100260 10346 train 0.103288 10347 train 0.105945 10348 train 0.103869 10349 train 0.103703 10350 val 16.8225 10350 train 0.106222 10351 train 0.110815 10352 train 0.108595 10353 train 0.106418 10354 train 0.099016 10355 train 0.106114 10356 train 0.103552 10357 train 0.109699 10358 train 0.100047 10359 train 0.100287 10360 train 0.106364 10361 train 0.110510 10362 train 0.102540 10363 train 0.102954 10364 train 0.094961 10365 train 0.103672 10366 train 0.108407 10367 train 0.108543 10368 train 0.109438 10369 train 0.114632 10370 train 0.105566 10371 train 0.110974 10372 train 0.121366 10373 train 0.119287 10374 train 0.109004 10375 val 16.7955 10375 train 0.100975 10376 train 0.115497 10377 train 0.118081 10378 train 0.109223 10379 train 0.110667 10380 train 0.114922 10381 train 0.134373 10382 train 0.113701 10383 train 0.112672 10384 train 0.104020 10385 train 0.109322 10386 train 0.110785 10387 train 0.104789 10388 train 0.109412 10389 train 0.112004 10390 train 0.105200 10391 train 0.106761 10392 train 0.108675 10393 train 0.113978 10394 train 0.111505 10395 train 0.110875 10396 train 0.113812 10397 train 0.105345 10398 train 0.108270 10399 train 0.103687 10400 val 16.7251 10400 train 0.105720 10401 train 0.107688 10402 train 0.105765 10403 train 0.111449 10404 train 0.110504 10405 train 0.100411 10406 train 0.114491 10407 train 0.109493 10408 train 0.107717 10409 train 0.106167 10410 train 0.106254 10411 train 0.106143 10412 train 0.106973 10413 train 0.112562 10414 train 0.109824 10415 train 0.106843 10416 train 0.103287 10417 train 0.113427 10418 train 0.119008 10419 train 0.117289 10420 train 0.113236 10421 train 0.113605 10422 train 0.108993 10423 train 0.105672 10424 train 0.101924 10425 val 16.8929 10425 train 0.113800 10426 train 0.113937 10427 train 0.109684 10428 train 0.106420 10429 train 0.106363 10430 train 0.112729 10431 train 0.109939 10432 train 0.102236 10433 train 0.113500 10434 train 0.101389 10435 train 0.114230 10436 train 0.116345 10437 train 0.106689 10438 train 0.116641 10439 train 0.107230 10440 train 0.113865 10441 train 0.103016 10442 train 0.107528 10443 train 0.105165 10444 train 0.106365 10445 train 0.106641 10446 train 0.099740 10447 train 0.106196 10448 train 0.098558 10449 train 0.102896 10450 val 16.8351 10450 train 0.099705 10451 train 0.105349 10452 train 0.107090 10453 train 0.104888 10454 train 0.100651 10455 train 0.110490 10456 train 0.106987 10457 train 0.109946 10458 train 0.108233 10459 train 0.098315 10460 train 0.106720 10461 train 0.110247 10462 train 0.105317 10463 train 0.106521 10464 train 0.103221 10465 train 0.106575 10466 train 0.104645 10467 train 0.109503 10468 train 0.111744 10469 train 0.107518 10470 train 0.096613 10471 train 0.107635 10472 train 0.111910 10473 train 0.104977 10474 train 0.107573 10475 val 16.7774 10475 train 0.108759 10476 train 0.116038 10477 train 0.112310 10478 train 0.110267 10479 train 0.100254 10480 train 0.106105 10481 train 0.106296 10482 train 0.108769 10483 train 0.103891 10484 train 0.108100 10485 train 0.113988 10486 train 0.102345 10487 train 0.103718 10488 train 0.105029 10489 train 0.106717 10490 train 0.105625 10491 train 0.102480 10492 train 0.110780 10493 train 0.097279 10494 train 0.101875 10495 train 0.102441 10496 train 0.102137 10497 train 0.098891 10498 train 0.105569 10499 train 0.101198 10500 val 16.7704 10500 train 0.103530 10501 train 0.098762 10502 train 0.103440 10503 train 0.099406 10504 train 0.095169 10505 train 0.105882 10506 train 0.109562 10507 train 0.104504 10508 train 0.112408 10509 train 0.126086 10510 train 0.097585 10511 train 0.108797 10512 train 0.117267 10513 train 0.113114 10514 train 0.108213 10515 train 0.113899 10516 train 0.109112 10517 train 0.105557 10518 train 0.108254 10519 train 0.118102 10520 train 0.103865 10521 train 0.113809 10522 train 0.106173 10523 train 0.105001 10524 train 0.108518 10525 val 16.9186 10525 train 0.110511 10526 train 0.109032 10527 train 0.101273 10528 train 0.107744 10529 train 0.102189 10530 train 0.106810 10531 train 0.109454 10532 train 0.109207 10533 train 0.112763 10534 train 0.102804 10535 train 0.105703 10536 train 0.108028 10537 train 0.095238 10538 train 0.099814 10539 train 0.112329 10540 train 0.100347 10541 train 0.097254 10542 train 0.105223 10543 train 0.100723 10544 train 0.108420 10545 train 0.108220 10546 train 0.102537 10547 train 0.102443 10548 train 0.100866 10549 train 0.109300 10550 val 16.7906 10550 train 0.102474 10551 train 0.107929 10552 train 0.104503 10553 train 0.115430 10554 train 0.101064 10555 train 0.107621 10556 train 0.104912 10557 train 0.106270 10558 train 0.102501 10559 train 0.101483 10560 train 0.108667 10561 train 0.103359 10562 train 0.102708 10563 train 0.104686 10564 train 0.107054 10565 train 0.094373 10566 train 0.102431 10567 train 0.110117 10568 train 0.105673 10569 train 0.102304 10570 train 0.100003 10571 train 0.108008 10572 train 0.107127 10573 train 0.101604 10574 train 0.105268 10575 val 16.7544 10575 train 0.102103 10576 train 0.104542 10577 train 0.102040 10578 train 0.106845 10579 train 0.097155 10580 train 0.111851 10581 train 0.105788 10582 train 0.103382 10583 train 0.106828 10584 train 0.105299 10585 train 0.105286 10586 train 0.111197 10587 train 0.109700 10588 train 0.107924 10589 train 0.099658 10590 train 0.102606 10591 train 0.097142 10592 train 0.103850 10593 train 0.107854 10594 train 0.108691 10595 train 0.111502 10596 train 0.109843 10597 train 0.098571 10598 train 0.102415 10599 train 0.107592 10600 val 16.9371 10600 train 0.107841 10601 train 0.095841 10602 train 0.110290 10603 train 0.100129 10604 train 0.096349 10605 train 0.109684 10606 train 0.102950 10607 train 0.101246 10608 train 0.099952 10609 train 0.101655 10610 train 0.104641 10611 train 0.108054 10612 train 0.099613 10613 train 0.097495 10614 train 0.108229 10615 train 0.105496 10616 train 0.101848 10617 train 0.102903 10618 train 0.095076 10619 train 0.093694 10620 train 0.103084 10621 train 0.104830 10622 train 0.106773 10623 train 0.092743 10624 train 0.104217 10625 val 16.8780 10625 train 0.113317 10626 train 0.102684 10627 train 0.101517 10628 train 0.102875 10629 train 0.107209 10630 train 0.095880 10631 train 0.104064 10632 train 0.106698 10633 train 0.108160 10634 train 0.103349 10635 train 0.102573 10636 train 0.106512 10637 train 0.096439 10638 train 0.095561 10639 train 0.094451 10640 train 0.099730 10641 train 0.103834 10642 train 0.100717 10643 train 0.099249 10644 train 0.107305 10645 train 0.096520 10646 train 0.100113 10647 train 0.097855 10648 train 0.107576 10649 train 0.108018 10650 val 16.8620 10650 train 0.103401 10651 train 0.103373 10652 train 0.101013 10653 train 0.110738 10654 train 0.104736 10655 train 0.101017 10656 train 0.093935 10657 train 0.097959 10658 train 0.097115 10659 train 0.102531 10660 train 0.105550 10661 train 0.092637 10662 train 0.099964 10663 train 0.106930 10664 train 0.103416 10665 train 0.103402 10666 train 0.097761 10667 train 0.106850 10668 train 0.105029 10669 train 0.108874 10670 train 0.095392 10671 train 0.100428 10672 train 0.102244 10673 train 0.099387 10674 train 0.089676 10675 val 16.8957 10675 train 0.095629 10676 train 0.103744 10677 train 0.092083 10678 train 0.097765 10679 train 0.097860 10680 train 0.095210 10681 train 0.097091 10682 train 0.093087 10683 train 0.098878 10684 train 0.094618 10685 train 0.100333 10686 train 0.102152 10687 train 0.106710 10688 train 0.097992 10689 train 0.099707 10690 train 0.113514 10691 train 0.100080 10692 train 0.099657 10693 train 0.098351 10694 train 0.091699 10695 train 0.101055 10696 train 0.100131 10697 train 0.110250 10698 train 0.105321 10699 train 0.118003 10700 val 16.8569 10700 train 0.102351 10701 train 0.105989 10702 train 0.112276 10703 train 0.098058 10704 train 0.101931 10705 train 0.105606 10706 train 0.106068 10707 train 0.101811 10708 train 0.108711 10709 train 0.103935 10710 train 0.100664 10711 train 0.100512 10712 train 0.093311 10713 train 0.098264 10714 train 0.096580 10715 train 0.093574 10716 train 0.098171 10717 train 0.091073 10718 train 0.089962 10719 train 0.102311 10720 train 0.107655 10721 train 0.097227 10722 train 0.098319 10723 train 0.092971 10724 train 0.102042 10725 val 16.9863 10725 train 0.098979 10726 train 0.097699 10727 train 0.097861 10728 train 0.106146 10729 train 0.098647 10730 train 0.104097 10731 train 0.110872 10732 train 0.101654 10733 train 0.105995 10734 train 0.100758 10735 train 0.107406 10736 train 0.099037 10737 train 0.096984 10738 train 0.103237 10739 train 0.103010 10740 train 0.100524 10741 train 0.115827 10742 train 0.106893 10743 train 0.096946 10744 train 0.102087 10745 train 0.099024 10746 train 0.101957 10747 train 0.103341 10748 train 0.108413 10749 train 0.097209 10750 val 16.9151 10750 train 0.102911 10751 train 0.103404 10752 train 0.098012 10753 train 0.102226 10754 train 0.095379 10755 train 0.099016 10756 train 0.099514 10757 train 0.107098 10758 train 0.098084 10759 train 0.096764 10760 train 0.093290 10761 train 0.099996 10762 train 0.101925 10763 train 0.094809 10764 train 0.095942 10765 train 0.099192 10766 train 0.099423 10767 train 0.101256 10768 train 0.099655 10769 train 0.103390 10770 train 0.103491 10771 train 0.101349 10772 train 0.098524 10773 train 0.101204 10774 train 0.105789 10775 val 16.8836 10775 train 0.102966 10776 train 0.102968 10777 train 0.104577 10778 train 0.090249 10779 train 0.112364 10780 train 0.101438 10781 train 0.102007 10782 train 0.102340 10783 train 0.097337 10784 train 0.106247 10785 train 0.099390 10786 train 0.101121 10787 train 0.097189 10788 train 0.108482 10789 train 0.098637 10790 train 0.102328 10791 train 0.095117 10792 train 0.096154 10793 train 0.099534 10794 train 0.096235 10795 train 0.097702 10796 train 0.098552 10797 train 0.101027 10798 train 0.099689 10799 train 0.102878 10800 val 16.9640 10800 train 0.098478 10801 train 0.098877 10802 train 0.101209 10803 train 0.099444 10804 train 0.093540 10805 train 0.093178 10806 train 0.088773 10807 train 0.093176 10808 train 0.096358 10809 train 0.110638 10810 train 0.093101 10811 train 0.097049 10812 train 0.098159 10813 train 0.095041 10814 train 0.092561 10815 train 0.097255 10816 train 0.098738 10817 train 0.104853 10818 train 0.094810 10819 train 0.092326 10820 train 0.095449 10821 train 0.096351 10822 train 0.097158 10823 train 0.091813 10824 train 0.099661 10825 val 16.8764 10825 train 0.094802 10826 train 0.100731 10827 train 0.099345 10828 train 0.090945 10829 train 0.097476 10830 train 0.091578 10831 train 0.099278 10832 train 0.087735 10833 train 0.091471 10834 train 0.093140 10835 train 0.097516 10836 train 0.100944 10837 train 0.095068 10838 train 0.099430 10839 train 0.097159 10840 train 0.094424 10841 train 0.096587 10842 train 0.098878 10843 train 0.087618 10844 train 0.094217 10845 train 0.095125 10846 train 0.093480 10847 train 0.095475 10848 train 0.104542 10849 train 0.098278 10850 val 16.9011 10850 train 0.093508 10851 train 0.091116 10852 train 0.093868 10853 train 0.097146 10854 train 0.095385 10855 train 0.096459 10856 train 0.097594 10857 train 0.101125 10858 train 0.096022 10859 train 0.096752 10860 train 0.099329 10861 train 0.096878 10862 train 0.103393 10863 train 0.092097 10864 train 0.086572 10865 train 0.099340 10866 train 0.090715 10867 train 0.091975 10868 train 0.095997 10869 train 0.102747 10870 train 0.102028 10871 train 0.092314 10872 train 0.098122 10873 train 0.097620 10874 train 0.099858 10875 val 16.9593 10875 train 0.089022 10876 train 0.092752 10877 train 0.103648 10878 train 0.103521 10879 train 0.093926 10880 train 0.098325 10881 train 0.100404 10882 train 0.095662 10883 train 0.095386 10884 train 0.088826 10885 train 0.100608 10886 train 0.099813 10887 train 0.097382 10888 train 0.098581 10889 train 0.093018 10890 train 0.102729 10891 train 0.098308 10892 train 0.094006 10893 train 0.092476 10894 train 0.099683 10895 train 0.099457 10896 train 0.097134 10897 train 0.093152 10898 train 0.097296 10899 train 0.098928 10900 val 16.9070 10900 train 0.101135 10901 train 0.096838 10902 train 0.099270 10903 train 0.096622 10904 train 0.093050 10905 train 0.095433 10906 train 0.093595 10907 train 0.100534 10908 train 0.093160 10909 train 0.089672 10910 train 0.098031 10911 train 0.095692 10912 train 0.101065 10913 train 0.100206 10914 train 0.090999 10915 train 0.096463 10916 train 0.093574 10917 train 0.096580 10918 train 0.087929 10919 train 0.091636 10920 train 0.102717 10921 train 0.097442 10922 train 0.096549 10923 train 0.103499 10924 train 0.093884 10925 val 16.9955 10925 train 0.096768 10926 train 0.091036 10927 train 0.087866 10928 train 0.093322 10929 train 0.095461 10930 train 0.090392 10931 train 0.098895 10932 train 0.092837 10933 train 0.091409 10934 train 0.101990 10935 train 0.090366 10936 train 0.089762 10937 train 0.092076 10938 train 0.095044 10939 train 0.096104 10940 train 0.093553 10941 train 0.094026 10942 train 0.096883 10943 train 0.090518 10944 train 0.097109 10945 train 0.095352 10946 train 0.096478 10947 train 0.092584 10948 train 0.095961 10949 train 0.092199 10950 val 16.9660 10950 train 0.094109 10951 train 0.091705 10952 train 0.100066 10953 train 0.095900 10954 train 0.101362 10955 train 0.091715 10956 train 0.091285 10957 train 0.088420 10958 train 0.097763 10959 train 0.091819 10960 train 0.095532 10961 train 0.095951 10962 train 0.090386 10963 train 0.091208 10964 train 0.093317 10965 train 0.095707 10966 train 0.091334 10967 train 0.089104 10968 train 0.096039 10969 train 0.096654 10970 train 0.089615 10971 train 0.094068 10972 train 0.093392 10973 train 0.088040 10974 train 0.095685 10975 val 16.9450 10975 train 0.091032 10976 train 0.093987 10977 train 0.091904 10978 train 0.096586 10979 train 0.088706 10980 train 0.092846 10981 train 0.090655 10982 train 0.095952 10983 train 0.090758 10984 train 0.099920 10985 train 0.087522 10986 train 0.098364 10987 train 0.098197 10988 train 0.095002 10989 train 0.103156 10990 train 0.098733 10991 train 0.091728 10992 train 0.095903 10993 train 0.095332 10994 train 0.094375 10995 train 0.095362 10996 train 0.096185 10997 train 0.089910 10998 train 0.095225 10999 train 0.088643 11000 val 17.0391 11000 train 0.097661 11001 train 0.095737 11002 train 0.094586 11003 train 0.099012 11004 train 0.088410 11005 train 0.092175 11006 train 0.090933 11007 train 0.094997 11008 train 0.094019 11009 train 0.085440 11010 train 0.089075 11011 train 0.090787 11012 train 0.095157 11013 train 0.092721 11014 train 0.091057 11015 train 0.089046 11016 train 0.097799 11017 train 0.095647 11018 train 0.091387 11019 train 0.099245 11020 train 0.088802 11021 train 0.090871 11022 train 0.097113 11023 train 0.092413 11024 train 0.089022 11025 val 16.9336 11025 train 0.095850 11026 train 0.094801 11027 train 0.101440 11028 train 0.100254 11029 train 0.085196 11030 train 0.093135 11031 train 0.096291 11032 train 0.091251 11033 train 0.097677 11034 train 0.094527 11035 train 0.094135 11036 train 0.092116 11037 train 0.092154 11038 train 0.097409 11039 train 0.091066 11040 train 0.091167 11041 train 0.103036 11042 train 0.087520 11043 train 0.096538 11044 train 0.088023 11045 train 0.093627 11046 train 0.096642 11047 train 0.085588 11048 train 0.087561 11049 train 0.096059 11050 val 16.9644 11050 train 0.092240 11051 train 0.086665 11052 train 0.093236 11053 train 0.094495 11054 train 0.095680 11055 train 0.099679 11056 train 0.086776 11057 train 0.090038 11058 train 0.096604 11059 train 0.087344 11060 train 0.087986 11061 train 0.091671 11062 train 0.088983 11063 train 0.093780 11064 train 0.097482 11065 train 0.105405 11066 train 0.094951 11067 train 0.097225 11068 train 0.094395 11069 train 0.089937 11070 train 0.099483 11071 train 0.100104 11072 train 0.096163 11073 train 0.095824 11074 train 0.094768 11075 val 17.0494 11075 train 0.092904 11076 train 0.094491 11077 train 0.092250 11078 train 0.086135 11079 train 0.096456 11080 train 0.097984 11081 train 0.097711 11082 train 0.091554 11083 train 0.094489 11084 train 0.090390 11085 train 0.093695 11086 train 0.092243 11087 train 0.096450 11088 train 0.098148 11089 train 0.107251 11090 train 0.096561 11091 train 0.099256 11092 train 0.091106 11093 train 0.099639 11094 train 0.095594 11095 train 0.085253 11096 train 0.092256 11097 train 0.104887 11098 train 0.090905 11099 train 0.094201 11100 val 17.0136 11100 train 0.087071 11101 train 0.092777 11102 train 0.097530 11103 train 0.091566 11104 train 0.090629 11105 train 0.092217 11106 train 0.094569 11107 train 0.101721 11108 train 0.100060 11109 train 0.093090 11110 train 0.090134 11111 train 0.095574 11112 train 0.086947 11113 train 0.093472 11114 train 0.087296 11115 train 0.087199 11116 train 0.093717 11117 train 0.092320 11118 train 0.094029 11119 train 0.085758 11120 train 0.090752 11121 train 0.094835 11122 train 0.086080 11123 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11169 train 0.094560 11170 train 0.103046 11171 train 0.088472 11172 train 0.090306 11173 train 0.087534 11174 train 0.094826 11175 val 16.9846 11175 train 0.100910 11176 train 0.090394 11177 train 0.087140 11178 train 0.092036 11179 train 0.087352 11180 train 0.088907 11181 train 0.092065 11182 train 0.087582 11183 train 0.086502 11184 train 0.087713 11185 train 0.086476 11186 train 0.088656 11187 train 0.095242 11188 train 0.088062 11189 train 0.089622 11190 train 0.088312 11191 train 0.085221 11192 train 0.094005 11193 train 0.099803 11194 train 0.084968 11195 train 0.088393 11196 train 0.086156 11197 train 0.084182 11198 train 0.090136 11199 train 0.085211 11200 val 17.0698 11200 train 0.099027 11201 train 0.091843 11202 train 0.092269 11203 train 0.093279 11204 train 0.092783 11205 train 0.091951 11206 train 0.094720 11207 train 0.086492 11208 train 0.082917 11209 train 0.094796 11210 train 0.089285 11211 train 0.083228 11212 train 0.091388 11213 train 0.093573 11214 train 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train 0.090485 11399 train 0.084072 11400 val 17.1586 11400 train 0.085999 11401 train 0.084153 11402 train 0.085241 11403 train 0.088245 11404 train 0.080435 11405 train 0.081273 11406 train 0.078576 11407 train 0.081605 11408 train 0.091584 11409 train 0.100775 11410 train 0.099844 11411 train 0.087747 11412 train 0.086796 11413 train 0.090487 11414 train 0.096837 11415 train 0.091726 11416 train 0.087083 11417 train 0.087151 11418 train 0.089272 11419 train 0.085622 11420 train 0.088657 11421 train 0.104358 11422 train 0.101402 11423 train 0.096490 11424 train 0.089857 11425 val 17.1307 11425 train 0.086231 11426 train 0.089397 11427 train 0.089252 11428 train 0.083207 11429 train 0.081717 11430 train 0.083944 11431 train 0.085371 11432 train 0.092269 11433 train 0.086978 11434 train 0.095237 11435 train 0.083189 11436 train 0.088729 11437 train 0.090789 11438 train 0.086609 11439 train 0.079403 11440 train 0.089236 11441 train 0.086568 11442 train 0.081289 11443 train 0.085935 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train 0.086486 11674 train 0.082272 11675 val 17.1654 11675 train 0.085676 11676 train 0.084576 11677 train 0.092773 11678 train 0.083563 11679 train 0.081379 11680 train 0.073836 11681 train 0.080085 11682 train 0.081044 11683 train 0.087225 11684 train 0.084175 11685 train 0.084455 11686 train 0.083589 11687 train 0.077489 11688 train 0.083347 11689 train 0.085300 11690 train 0.081646 11691 train 0.082556 11692 train 0.079836 11693 train 0.082699 11694 train 0.078859 11695 train 0.080284 11696 train 0.081245 11697 train 0.081220 11698 train 0.079367 11699 train 0.077659 11700 val 17.1664 11700 train 0.077818 11701 train 0.082688 11702 train 0.085960 11703 train 0.079165 11704 train 0.087527 11705 train 0.087926 11706 train 0.082780 11707 train 0.088174 11708 train 0.083663 11709 train 0.085770 11710 train 0.082733 11711 train 0.083595 11712 train 0.083079 11713 train 0.096630 11714 train 0.085402 11715 train 0.088263 11716 train 0.082199 11717 train 0.088034 11718 train 0.078166 11719 train 0.083964 11720 train 0.079236 11721 train 0.079895 11722 train 0.083020 11723 train 0.082710 11724 train 0.079711 11725 val 17.3454 11725 train 0.076803 11726 train 0.085995 11727 train 0.077265 11728 train 0.079502 11729 train 0.069087 11730 train 0.074902 11731 train 0.077668 11732 train 0.084047 11733 train 0.083835 11734 train 0.086470 11735 train 0.074936 11736 train 0.082573 11737 train 0.075775 11738 train 0.072854 11739 train 0.087950 11740 train 0.083973 11741 train 0.080994 11742 train 0.075229 11743 train 0.080184 11744 train 0.079230 11745 train 0.089433 11746 train 0.084116 11747 train 0.079554 11748 train 0.081107 11749 train 0.088448 11750 val 17.2189 11750 train 0.077562 11751 train 0.093501 11752 train 0.084064 11753 train 0.083093 11754 train 0.090753 11755 train 0.080786 11756 train 0.074388 11757 train 0.082763 11758 train 0.086348 11759 train 0.080254 11760 train 0.082611 11761 train 0.077626 11762 train 0.084384 11763 train 0.082704 11764 train 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train 0.081688 11811 train 0.090542 11812 train 0.092461 11813 train 0.085213 11814 train 0.079690 11815 train 0.086884 11816 train 0.091343 11817 train 0.115254 11818 train 0.087676 11819 train 0.089296 11820 train 0.082852 11821 train 0.083982 11822 train 0.078987 11823 train 0.079158 11824 train 0.082392 11825 val 17.2149 11825 train 0.081011 11826 train 0.080021 11827 train 0.084615 11828 train 0.077958 11829 train 0.080064 11830 train 0.075290 11831 train 0.083668 11832 train 0.081088 11833 train 0.083460 11834 train 0.079311 11835 train 0.077221 11836 train 0.083365 11837 train 0.080513 11838 train 0.083789 11839 train 0.078789 11840 train 0.078559 11841 train 0.073664 11842 train 0.080713 11843 train 0.072697 11844 train 0.081241 11845 train 0.081430 11846 train 0.081613 11847 train 0.083134 11848 train 0.084293 11849 train 0.079989 11850 val 17.2260 11850 train 0.086146 11851 train 0.087814 11852 train 0.078037 11853 train 0.082939 11854 train 0.086850 11855 train 0.088669 11856 train 0.087273 11857 train 0.079483 11858 train 0.082030 11859 train 0.081328 11860 train 0.087543 11861 train 0.076153 11862 train 0.084417 11863 train 0.075638 11864 train 0.076952 11865 train 0.075620 11866 train 0.077715 11867 train 0.084555 11868 train 0.075482 11869 train 0.084804 11870 train 0.079356 11871 train 0.075535 11872 train 0.086243 11873 train 0.083567 11874 train 0.079265 11875 val 17.1573 11875 train 0.079757 11876 train 0.081073 11877 train 0.079298 11878 train 0.079167 11879 train 0.086188 11880 train 0.072361 11881 train 0.077676 11882 train 0.078738 11883 train 0.077022 11884 train 0.085089 11885 train 0.077245 11886 train 0.082983 11887 train 0.082351 11888 train 0.081118 11889 train 0.079235 11890 train 0.078026 11891 train 0.082294 11892 train 0.082152 11893 train 0.088167 11894 train 0.079337 11895 train 0.084307 11896 train 0.085303 11897 train 0.082393 11898 train 0.085109 11899 train 0.077024 11900 val 17.2421 11900 train 0.081708 11901 train 0.079850 11902 train 0.083741 11903 train 0.083497 11904 train 0.076321 11905 train 0.073192 11906 train 0.074644 11907 train 0.079138 11908 train 0.076792 11909 train 0.084714 11910 train 0.079582 11911 train 0.076020 11912 train 0.083087 11913 train 0.079209 11914 train 0.080053 11915 train 0.086358 11916 train 0.079556 11917 train 0.081828 11918 train 0.073977 11919 train 0.078046 11920 train 0.079781 11921 train 0.087503 11922 train 0.080982 11923 train 0.078873 11924 train 0.077741 11925 val 17.1923 11925 train 0.087493 11926 train 0.086927 11927 train 0.083437 11928 train 0.089583 11929 train 0.087563 11930 train 0.083782 11931 train 0.088361 11932 train 0.080257 11933 train 0.074448 11934 train 0.082538 11935 train 0.084642 11936 train 0.077707 11937 train 0.078332 11938 train 0.083411 11939 train 0.085390 11940 train 0.082412 11941 train 0.073675 11942 train 0.074140 11943 train 0.078959 11944 train 0.073776 11945 train 0.073578 11946 train 0.076164 11947 train 0.084025 11948 train 0.081015 11949 train 0.079716 11950 val 17.1725 11950 train 0.071989 11951 train 0.077191 11952 train 0.075327 11953 train 0.080559 11954 train 0.078352 11955 train 0.077532 11956 train 0.081298 11957 train 0.078381 11958 train 0.081143 11959 train 0.075746 11960 train 0.080120 11961 train 0.075001 11962 train 0.079422 11963 train 0.078757 11964 train 0.084043 11965 train 0.090093 11966 train 0.078095 11967 train 0.083963 11968 train 0.082458 11969 train 0.078621 11970 train 0.085659 11971 train 0.077288 11972 train 0.076952 11973 train 0.080884 11974 train 0.077505 11975 val 17.2839 11975 train 0.078686 11976 train 0.081340 11977 train 0.077709 11978 train 0.081538 11979 train 0.076163 11980 train 0.075914 11981 train 0.082747 11982 train 0.081538 11983 train 0.077568 11984 train 0.078434 11985 train 0.077291 11986 train 0.074782 11987 train 0.068879 11988 train 0.085019 11989 train 0.077113 11990 train 0.083692 11991 train 0.078489 11992 train 0.085828 11993 train 0.077215 11994 train 0.085622 11995 train 0.081652 11996 train 0.080715 11997 train 0.071718 11998 train 0.084156 11999 train 0.082014 12000 val 17.2690 12000 train 0.081459 12001 train 0.082790 12002 train 0.079172 12003 train 0.081548 12004 train 0.077834 12005 train 0.075400 12006 train 0.084423 12007 train 0.083612 12008 train 0.081681 12009 train 0.076846 12010 train 0.074891 12011 train 0.074019 12012 train 0.081599 12013 train 0.077415 12014 train 0.070920 12015 train 0.082201 12016 train 0.077181 12017 train 0.074583 12018 train 0.078348 12019 train 0.072581 12020 train 0.076977 12021 train 0.084899 12022 train 0.077964 12023 train 0.074478 12024 train 0.077193 12025 val 17.1880 12025 train 0.077491 12026 train 0.076855 12027 train 0.080041 12028 train 0.073833 12029 train 0.080897 12030 train 0.077051 12031 train 0.074595 12032 train 0.075180 12033 train 0.078268 12034 train 0.076882 12035 train 0.072836 12036 train 0.082073 12037 train 0.089726 12038 train 0.077768 12039 train 0.082364 12040 train 0.081368 12041 train 0.077201 12042 train 0.089047 12043 train 0.085187 12044 train 0.084231 12045 train 0.077840 12046 train 0.077603 12047 train 0.083449 12048 train 0.077700 12049 train 0.079318 12050 val 17.2869 12050 train 0.081523 12051 train 0.073973 12052 train 0.075800 12053 train 0.069740 12054 train 0.079793 12055 train 0.071518 12056 train 0.078918 12057 train 0.074841 12058 train 0.073292 12059 train 0.082962 12060 train 0.072524 12061 train 0.072348 12062 train 0.072885 12063 train 0.075633 12064 train 0.078903 12065 train 0.087358 12066 train 0.079086 12067 train 0.082373 12068 train 0.074377 12069 train 0.082603 12070 train 0.091802 12071 train 0.072658 12072 train 0.070686 12073 train 0.076023 12074 train 0.078352 12075 val 17.2368 12075 train 0.081388 12076 train 0.080507 12077 train 0.076855 12078 train 0.079880 12079 train 0.078231 12080 train 0.085048 12081 train 0.080700 12082 train 0.074149 12083 train 0.071292 12084 train 0.078861 12085 train 0.077220 12086 train 0.069915 12087 train 0.075375 12088 train 0.081058 12089 train 0.073796 12090 train 0.074712 12091 train 0.070390 12092 train 0.074263 12093 train 0.079862 12094 train 0.080106 12095 train 0.076287 12096 train 0.078303 12097 train 0.073316 12098 train 0.071942 12099 train 0.079401 12100 val 17.1839 12100 train 0.076954 12101 train 0.078979 12102 train 0.075470 12103 train 0.084604 12104 train 0.075678 12105 train 0.082364 12106 train 0.100170 12107 train 0.079941 12108 train 0.079697 12109 train 0.077283 12110 train 0.075183 12111 train 0.074257 12112 train 0.073602 12113 train 0.080302 12114 train 0.079179 12115 train 0.068097 12116 train 0.078698 12117 train 0.082610 12118 train 0.075410 12119 train 0.078344 12120 train 0.071700 12121 train 0.080419 12122 train 0.078384 12123 train 0.080780 12124 train 0.077383 12125 val 17.3556 12125 train 0.077210 12126 train 0.075647 12127 train 0.069640 12128 train 0.074178 12129 train 0.074926 12130 train 0.073935 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0.076502 12177 train 0.075107 12178 train 0.074652 12179 train 0.082541 12180 train 0.075128 12181 train 0.072121 12182 train 0.080344 12183 train 0.074321 12184 train 0.080681 12185 train 0.074809 12186 train 0.076485 12187 train 0.075581 12188 train 0.069761 12189 train 0.074816 12190 train 0.068596 12191 train 0.076925 12192 train 0.073405 12193 train 0.072453 12194 train 0.072981 12195 train 0.072945 12196 train 0.072446 12197 train 0.073745 12198 train 0.074047 12199 train 0.066580 12200 val 17.1700 12200 train 0.073046 12201 train 0.077850 12202 train 0.076847 12203 train 0.074197 12204 train 0.077207 12205 train 0.067876 12206 train 0.070269 12207 train 0.073896 12208 train 0.072485 12209 train 0.070443 12210 train 0.074946 12211 train 0.074760 12212 train 0.070665 12213 train 0.075401 12214 train 0.076082 12215 train 0.076436 12216 train 0.073848 12217 train 0.068669 12218 train 0.082014 12219 train 0.079959 12220 train 0.073435 12221 train 0.071137 12222 train 0.077485 12223 train 0.077739 12224 train 0.075261 12225 val 17.3446 12225 train 0.075229 12226 train 0.075502 12227 train 0.078475 12228 train 0.070866 12229 train 0.071005 12230 train 0.068206 12231 train 0.072155 12232 train 0.074496 12233 train 0.073498 12234 train 0.079183 12235 train 0.071139 12236 train 0.071537 12237 train 0.080025 12238 train 0.080225 12239 train 0.071793 12240 train 0.077895 12241 train 0.066322 12242 train 0.074907 12243 train 0.080913 12244 train 0.073983 12245 train 0.071837 12246 train 0.079874 12247 train 0.074768 12248 train 0.074032 12249 train 0.079396 12250 val 17.4303 12250 train 0.073442 12251 train 0.072274 12252 train 0.068941 12253 train 0.073308 12254 train 0.081010 12255 train 0.079161 12256 train 0.078959 12257 train 0.073694 12258 train 0.071329 12259 train 0.076779 12260 train 0.073527 12261 train 0.075994 12262 train 0.076573 12263 train 0.078684 12264 train 0.080824 12265 train 0.068399 12266 train 0.070391 12267 train 0.068128 12268 train 0.074941 12269 train 0.072251 12270 train 0.066454 12271 train 0.068770 12272 train 0.073574 12273 train 0.075411 12274 train 0.079088 12275 val 17.3097 12275 train 0.073342 12276 train 0.070239 12277 train 0.075980 12278 train 0.076831 12279 train 0.078384 12280 train 0.075138 12281 train 0.070668 12282 train 0.073354 12283 train 0.074342 12284 train 0.077250 12285 train 0.074444 12286 train 0.070173 12287 train 0.077987 12288 train 0.077603 12289 train 0.074839 12290 train 0.071598 12291 train 0.075558 12292 train 0.080689 12293 train 0.079712 12294 train 0.073796 12295 train 0.078434 12296 train 0.070204 12297 train 0.075770 12298 train 0.076045 12299 train 0.079091 12300 val 17.4563 12300 train 0.077156 12301 train 0.076338 12302 train 0.077302 12303 train 0.072353 12304 train 0.072266 12305 train 0.075191 12306 train 0.069705 12307 train 0.067883 12308 train 0.070961 12309 train 0.067486 12310 train 0.069696 12311 train 0.075063 12312 train 0.076820 12313 train 0.076554 12314 train 0.075233 12315 train 0.072074 12316 train 0.075752 12317 train 0.072574 12318 train 0.085972 12319 train 0.075515 12320 train 0.072000 12321 train 0.081044 12322 train 0.072897 12323 train 0.069239 12324 train 0.079606 12325 val 17.3980 12325 train 0.076653 12326 train 0.071611 12327 train 0.073437 12328 train 0.074630 12329 train 0.077774 12330 train 0.070474 12331 train 0.073438 12332 train 0.079475 12333 train 0.076572 12334 train 0.071686 12335 train 0.071892 12336 train 0.074791 12337 train 0.076400 12338 train 0.073395 12339 train 0.072922 12340 train 0.075302 12341 train 0.077606 12342 train 0.072588 12343 train 0.072749 12344 train 0.071567 12345 train 0.073832 12346 train 0.073544 12347 train 0.075518 12348 train 0.071869 12349 train 0.071762 12350 val 17.3857 12350 train 0.077812 12351 train 0.072437 12352 train 0.069467 12353 train 0.072448 12354 train 0.071328 12355 train 0.068946 12356 train 0.068291 12357 train 0.075725 12358 train 0.081932 12359 train 0.078216 12360 train 0.076723 12361 train 0.072767 12362 train 0.077764 12363 train 0.075218 12364 train 0.079009 12365 train 0.071635 12366 train 0.078551 12367 train 0.078119 12368 train 0.073286 12369 train 0.069597 12370 train 0.077316 12371 train 0.067910 12372 train 0.079252 12373 train 0.076427 12374 train 0.070464 12375 val 17.4629 12375 train 0.073113 12376 train 0.075679 12377 train 0.073806 12378 train 0.074304 12379 train 0.071567 12380 train 0.079978 12381 train 0.086058 12382 train 0.070841 12383 train 0.074439 12384 train 0.073363 12385 train 0.074948 12386 train 0.073808 12387 train 0.073931 12388 train 0.070459 12389 train 0.071323 12390 train 0.070413 12391 train 0.075476 12392 train 0.076380 12393 train 0.076912 12394 train 0.069723 12395 train 0.077177 12396 train 0.078755 12397 train 0.076298 12398 train 0.076574 12399 train 0.078542 12400 val 17.4104 12400 train 0.082338 12401 train 0.080632 12402 train 0.078389 12403 train 0.075595 12404 train 0.075015 12405 train 0.072122 12406 train 0.066125 12407 train 0.073197 12408 train 0.072358 12409 train 0.076508 12410 train 0.074153 12411 train 0.081087 12412 train 0.074967 12413 train 0.079261 12414 train 0.074918 12415 train 0.076582 12416 train 0.077809 12417 train 0.080100 12418 train 0.074789 12419 train 0.067430 12420 train 0.068298 12421 train 0.073463 12422 train 0.078126 12423 train 0.078914 12424 train 0.072516 12425 val 17.2895 12425 train 0.072577 12426 train 0.070748 12427 train 0.072253 12428 train 0.069812 12429 train 0.075059 12430 train 0.079387 12431 train 0.078400 12432 train 0.079246 12433 train 0.076101 12434 train 0.081844 12435 train 0.075937 12436 train 0.068476 12437 train 0.080338 12438 train 0.062803 12439 train 0.072904 12440 train 0.073112 12441 train 0.074110 12442 train 0.071135 12443 train 0.075346 12444 train 0.069169 12445 train 0.069469 12446 train 0.077928 12447 train 0.075456 12448 train 0.072206 12449 train 0.072905 12450 val 17.4301 12450 train 0.073174 12451 train 0.076567 12452 train 0.081689 12453 train 0.073734 12454 train 0.072003 12455 train 0.076359 12456 train 0.078259 12457 train 0.071892 12458 train 0.068830 12459 train 0.075171 12460 train 0.076337 12461 train 0.077001 12462 train 0.073471 12463 train 0.074783 12464 train 0.072689 12465 train 0.081366 12466 train 0.068768 12467 train 0.074722 12468 train 0.071023 12469 train 0.073172 12470 train 0.080327 12471 train 0.080597 12472 train 0.071260 12473 train 0.080228 12474 train 0.072929 12475 val 17.4575 12475 train 0.074110 12476 train 0.077955 12477 train 0.072132 12478 train 0.074947 12479 train 0.073722 12480 train 0.076901 12481 train 0.073301 12482 train 0.071995 12483 train 0.071319 12484 train 0.067791 12485 train 0.067641 12486 train 0.070428 12487 train 0.072026 12488 train 0.074002 12489 train 0.072664 12490 train 0.075305 12491 train 0.071653 12492 train 0.073059 12493 train 0.077968 12494 train 0.078160 12495 train 0.078696 12496 train 0.075992 12497 train 0.072677 12498 train 0.076023 12499 train 0.069541 12500 val 17.3371 12500 train 0.066497 12501 train 0.066367 12502 train 0.065940 12503 train 0.070078 12504 train 0.071819 12505 train 0.069893 12506 train 0.076286 12507 train 0.077948 12508 train 0.073358 12509 train 0.082672 12510 train 0.068492 12511 train 0.071258 12512 train 0.075871 12513 train 0.071848 12514 train 0.067677 12515 train 0.067349 12516 train 0.072393 12517 train 0.071114 12518 train 0.064742 12519 train 0.071580 12520 train 0.067440 12521 train 0.066480 12522 train 0.068029 12523 train 0.068477 12524 train 0.069227 12525 val 17.3840 12525 train 0.066585 12526 train 0.073853 12527 train 0.063925 12528 train 0.071564 12529 train 0.068949 12530 train 0.074341 12531 train 0.070045 12532 train 0.071759 12533 train 0.083216 12534 train 0.066935 12535 train 0.060611 12536 train 0.067060 12537 train 0.069191 12538 train 0.074745 12539 train 0.067537 12540 train 0.073296 12541 train 0.071116 12542 train 0.069908 12543 train 0.072684 12544 train 0.069226 12545 train 0.074343 12546 train 0.072206 12547 train 0.074559 12548 train 0.075711 12549 train 0.075741 12550 val 17.4132 12550 train 0.074396 12551 train 0.069966 12552 train 0.073454 12553 train 0.069375 12554 train 0.076028 12555 train 0.073782 12556 train 0.066798 12557 train 0.075415 12558 train 0.077101 12559 train 0.072467 12560 train 0.074524 12561 train 0.067141 12562 train 0.075132 12563 train 0.067692 12564 train 0.067182 12565 train 0.065355 12566 train 0.069429 12567 train 0.069213 12568 train 0.071018 12569 train 0.078728 12570 train 0.071267 12571 train 0.074175 12572 train 0.073476 12573 train 0.080851 12574 train 0.077218 12575 val 17.3817 12575 train 0.072221 12576 train 0.079129 12577 train 0.077025 12578 train 0.074690 12579 train 0.067805 12580 train 0.074520 12581 train 0.077552 12582 train 0.075037 12583 train 0.072682 12584 train 0.071635 12585 train 0.070736 12586 train 0.077463 12587 train 0.072413 12588 train 0.076658 12589 train 0.071403 12590 train 0.073792 12591 train 0.072703 12592 train 0.075843 12593 train 0.073974 12594 train 0.072895 12595 train 0.074494 12596 train 0.092164 12597 train 0.080183 12598 train 0.068942 12599 train 0.072602 12600 val 17.4429 12600 train 0.071673 12601 train 0.067225 12602 train 0.070376 12603 train 0.072405 12604 train 0.071589 12605 train 0.073396 12606 train 0.076097 12607 train 0.071378 12608 train 0.071868 12609 train 0.082212 12610 train 0.078282 12611 train 0.072651 12612 train 0.076053 12613 train 0.076898 12614 train 0.070748 12615 train 0.080681 12616 train 0.073957 12617 train 0.070121 12618 train 0.078699 12619 train 0.071154 12620 train 0.074111 12621 train 0.072959 12622 train 0.072011 12623 train 0.075377 12624 train 0.068872 12625 val 17.4734 12625 train 0.073636 12626 train 0.071540 12627 train 0.076614 12628 train 0.069635 12629 train 0.072110 12630 train 0.076536 12631 train 0.075971 12632 train 0.071176 12633 train 0.087524 12634 train 0.069638 12635 train 0.075894 12636 train 0.071802 12637 train 0.069157 12638 train 0.072672 12639 train 0.071858 12640 train 0.068000 12641 train 0.075736 12642 train 0.070123 12643 train 0.070684 12644 train 0.074384 12645 train 0.071294 12646 train 0.070656 12647 train 0.069036 12648 train 0.067824 12649 train 0.070320 12650 val 17.3841 12650 train 0.072828 12651 train 0.078490 12652 train 0.077649 12653 train 0.071254 12654 train 0.064598 12655 train 0.066211 12656 train 0.076903 12657 train 0.072112 12658 train 0.071671 12659 train 0.071886 12660 train 0.077814 12661 train 0.074915 12662 train 0.075930 12663 train 0.070889 12664 train 0.069622 12665 train 0.070940 12666 train 0.073457 12667 train 0.068349 12668 train 0.062694 12669 train 0.098328 12670 train 0.069913 12671 train 0.072422 12672 train 0.071250 12673 train 0.067489 12674 train 0.074841 12675 val 17.3649 12675 train 0.077494 12676 train 0.075977 12677 train 0.064578 12678 train 0.071448 12679 train 0.071903 12680 train 0.070776 12681 train 0.072931 12682 train 0.070089 12683 train 0.067606 12684 train 0.068209 12685 train 0.070147 12686 train 0.068296 12687 train 0.074410 12688 train 0.066509 12689 train 0.066227 12690 train 0.070616 12691 train 0.068192 12692 train 0.074934 12693 train 0.074532 12694 train 0.070411 12695 train 0.073723 12696 train 0.070395 12697 train 0.073374 12698 train 0.075662 12699 train 0.069407 12700 val 17.4174 12700 train 0.069021 12701 train 0.069526 12702 train 0.076207 12703 train 0.069130 12704 train 0.066986 12705 train 0.066675 12706 train 0.072265 12707 train 0.081380 12708 train 0.071215 12709 train 0.067070 12710 train 0.067256 12711 train 0.070112 12712 train 0.073582 12713 train 0.070917 12714 train 0.074423 12715 train 0.067023 12716 train 0.072685 12717 train 0.075344 12718 train 0.068351 12719 train 0.068934 12720 train 0.072519 12721 train 0.071223 12722 train 0.067136 12723 train 0.069152 12724 train 0.068311 12725 val 17.3647 12725 train 0.066950 12726 train 0.067713 12727 train 0.070871 12728 train 0.069975 12729 train 0.071560 12730 train 0.067235 12731 train 0.069074 12732 train 0.069613 12733 train 0.063467 12734 train 0.072119 12735 train 0.066728 12736 train 0.071785 12737 train 0.068997 12738 train 0.074499 12739 train 0.070149 12740 train 0.071178 12741 train 0.072107 12742 train 0.068531 12743 train 0.070898 12744 train 0.066034 12745 train 0.071648 12746 train 0.071807 12747 train 0.071154 12748 train 0.065171 12749 train 0.073760 12750 val 17.4109 12750 train 0.072378 12751 train 0.071298 12752 train 0.068537 12753 train 0.073278 12754 train 0.070230 12755 train 0.070408 12756 train 0.076534 12757 train 0.073273 12758 train 0.070566 12759 train 0.070974 12760 train 0.074755 12761 train 0.067298 12762 train 0.073613 12763 train 0.071863 12764 train 0.071044 12765 train 0.076620 12766 train 0.071986 12767 train 0.078159 12768 train 0.070267 12769 train 0.072026 12770 train 0.075321 12771 train 0.069648 12772 train 0.073984 12773 train 0.069946 12774 train 0.077549 12775 val 17.3957 12775 train 0.075089 12776 train 0.071244 12777 train 0.067258 12778 train 0.074209 12779 train 0.066738 12780 train 0.071881 12781 train 0.073403 12782 train 0.070634 12783 train 0.069937 12784 train 0.068292 12785 train 0.070796 12786 train 0.074478 12787 train 0.066921 12788 train 0.067383 12789 train 0.075597 12790 train 0.072848 12791 train 0.072009 12792 train 0.080829 12793 train 0.087872 12794 train 0.073701 12795 train 0.069330 12796 train 0.071377 12797 train 0.072338 12798 train 0.075096 12799 train 0.066609 12800 val 17.4416 12800 train 0.072825 12801 train 0.082282 12802 train 0.066677 12803 train 0.071856 12804 train 0.072028 12805 train 0.067048 12806 train 0.077142 12807 train 0.071346 12808 train 0.070322 12809 train 0.070420 12810 train 0.076642 12811 train 0.072188 12812 train 0.073030 12813 train 0.079231 12814 train 0.065923 12815 train 0.072802 12816 train 0.073565 12817 train 0.070211 12818 train 0.070422 12819 train 0.071982 12820 train 0.073765 12821 train 0.067356 12822 train 0.069782 12823 train 0.067880 12824 train 0.068911 12825 val 17.4328 12825 train 0.084570 12826 train 0.065283 12827 train 0.077732 12828 train 0.082537 12829 train 0.077169 12830 train 0.072163 12831 train 0.076375 12832 train 0.078759 12833 train 0.071673 12834 train 0.078474 12835 train 0.075120 12836 train 0.072491 12837 train 0.098606 12838 train 0.075844 12839 train 0.068837 12840 train 0.064191 12841 train 0.066944 12842 train 0.068492 12843 train 0.066963 12844 train 0.060728 12845 train 0.074638 12846 train 0.067295 12847 train 0.071054 12848 train 0.067453 12849 train 0.074191 12850 val 17.3624 12850 train 0.068996 12851 train 0.070018 12852 train 0.073977 12853 train 0.069133 12854 train 0.078263 12855 train 0.073535 12856 train 0.069733 12857 train 0.068904 12858 train 0.074781 12859 train 0.075077 12860 train 0.064522 12861 train 0.071067 12862 train 0.074813 12863 train 0.076888 12864 train 0.071204 12865 train 0.074180 12866 train 0.075344 12867 train 0.070809 12868 train 0.072217 12869 train 0.074196 12870 train 0.086697 12871 train 0.081376 12872 train 0.072798 12873 train 0.086318 12874 train 0.082064 12875 val 17.4711 12875 train 0.068124 12876 train 0.068465 12877 train 0.073456 12878 train 0.064967 12879 train 0.065528 12880 train 0.070696 12881 train 0.068749 12882 train 0.062716 12883 train 0.066980 12884 train 0.073058 12885 train 0.078753 12886 train 0.067481 12887 train 0.065852 12888 train 0.075046 12889 train 0.065626 12890 train 0.067644 12891 train 0.070908 12892 train 0.075576 12893 train 0.068910 12894 train 0.072457 12895 train 0.065657 12896 train 0.067268 12897 train 0.071395 12898 train 0.065466 12899 train 0.069683 12900 val 17.4827 12900 train 0.072714 12901 train 0.066414 12902 train 0.068179 12903 train 0.074906 12904 train 0.070329 12905 train 0.070281 12906 train 0.078119 12907 train 0.084779 12908 train 0.070478 12909 train 0.072210 12910 train 0.066245 12911 train 0.067804 12912 train 0.072292 12913 train 0.070934 12914 train 0.069087 12915 train 0.072727 12916 train 0.062682 12917 train 0.069563 12918 train 0.062480 12919 train 0.062514 12920 train 0.064728 12921 train 0.074317 12922 train 0.071631 12923 train 0.066056 12924 train 0.074845 12925 val 17.3698 12925 train 0.065590 12926 train 0.064134 12927 train 0.069470 12928 train 0.066261 12929 train 0.064381 12930 train 0.067270 12931 train 0.077726 12932 train 0.066482 12933 train 0.062875 12934 train 0.066777 12935 train 0.066296 12936 train 0.061033 12937 train 0.064727 12938 train 0.090917 12939 train 0.069693 12940 train 0.062571 12941 train 0.063894 12942 train 0.065596 12943 train 0.067644 12944 train 0.064355 12945 train 0.069591 12946 train 0.069663 12947 train 0.065812 12948 train 0.066113 12949 train 0.068416 12950 val 17.4340 12950 train 0.067163 12951 train 0.072720 12952 train 0.065846 12953 train 0.064584 12954 train 0.063979 12955 train 0.062102 12956 train 0.067477 12957 train 0.070913 12958 train 0.064924 12959 train 0.065295 12960 train 0.067504 12961 train 0.068398 12962 train 0.065866 12963 train 0.066237 12964 train 0.068908 12965 train 0.064238 12966 train 0.061802 12967 train 0.070664 12968 train 0.073387 12969 train 0.070705 12970 train 0.070569 12971 train 0.064808 12972 train 0.066385 12973 train 0.065585 12974 train 0.083147 12975 val 17.4580 12975 train 0.077054 12976 train 0.076225 12977 train 0.069730 12978 train 0.074338 12979 train 0.066883 12980 train 0.069402 12981 train 0.066055 12982 train 0.065997 12983 train 0.068342 12984 train 0.068854 12985 train 0.071996 12986 train 0.068715 12987 train 0.072327 12988 train 0.070522 12989 train 0.072780 12990 train 0.066810 12991 train 0.064381 12992 train 0.073007 12993 train 0.072484 12994 train 0.071754 12995 train 0.066029 12996 train 0.072210 12997 train 0.073859 12998 train 0.074284 12999 train 0.065809 13000 val 17.4513 13000 train 0.067166 13001 train 0.063472 13002 train 0.065230 13003 train 0.069093 13004 train 0.066145 13005 train 0.068050 13006 train 0.066993 13007 train 0.075664 13008 train 0.079877 13009 train 0.072473 13010 train 0.075256 13011 train 0.075996 13012 train 0.079328 13013 train 0.073851 13014 train 0.079299 13015 train 0.071888 13016 train 0.069423 13017 train 0.071529 13018 train 0.071728 13019 train 0.071564 13020 train 0.064708 13021 train 0.068356 13022 train 0.070787 13023 train 0.069957 13024 train 0.070256 13025 val 17.5604 13025 train 0.068432 13026 train 0.069035 13027 train 0.070484 13028 train 0.071021 13029 train 0.075830 13030 train 0.069180 13031 train 0.066884 13032 train 0.068326 13033 train 0.065867 13034 train 0.070150 13035 train 0.066354 13036 train 0.068798 13037 train 0.067904 13038 train 0.067744 13039 train 0.075611 13040 train 0.065916 13041 train 0.067567 13042 train 0.066588 13043 train 0.066837 13044 train 0.066361 13045 train 0.070897 13046 train 0.065841 13047 train 0.074650 13048 train 0.083149 13049 train 0.071489 13050 val 17.5734 13050 train 0.074069 13051 train 0.069666 13052 train 0.067434 13053 train 0.074814 13054 train 0.078918 13055 train 0.076223 13056 train 0.069734 13057 train 0.064751 13058 train 0.072195 13059 train 0.071318 13060 train 0.069002 13061 train 0.063977 13062 train 0.073118 13063 train 0.066811 13064 train 0.074429 13065 train 0.076890 13066 train 0.067880 13067 train 0.067239 13068 train 0.072610 13069 train 0.069569 13070 train 0.076252 13071 train 0.071901 13072 train 0.071757 13073 train 0.067577 13074 train 0.067773 13075 val 17.5235 13075 train 0.067777 13076 train 0.074261 13077 train 0.065227 13078 train 0.067974 13079 train 0.064095 13080 train 0.061093 13081 train 0.069496 13082 train 0.068672 13083 train 0.072084 13084 train 0.071800 13085 train 0.071811 13086 train 0.070393 13087 train 0.062953 13088 train 0.061869 13089 train 0.069300 13090 train 0.068762 13091 train 0.072105 13092 train 0.068346 13093 train 0.070705 13094 train 0.069886 13095 train 0.062097 13096 train 0.063956 13097 train 0.066980 13098 train 0.061859 13099 train 0.063886 13100 val 17.4945 13100 train 0.061830 13101 train 0.066240 13102 train 0.064492 13103 train 0.069969 13104 train 0.065835 13105 train 0.064178 13106 train 0.069636 13107 train 0.073386 13108 train 0.064726 13109 train 0.073221 13110 train 0.067866 13111 train 0.067151 13112 train 0.066685 13113 train 0.068209 13114 train 0.066574 13115 train 0.066785 13116 train 0.069729 13117 train 0.068779 13118 train 0.069385 13119 train 0.066321 13120 train 0.065237 13121 train 0.069819 13122 train 0.061942 13123 train 0.065746 13124 train 0.067694 13125 val 17.6288 13125 train 0.066729 13126 train 0.065950 13127 train 0.068618 13128 train 0.069772 13129 train 0.071088 13130 train 0.069233 13131 train 0.065992 13132 train 0.070368 13133 train 0.067629 13134 train 0.066324 13135 train 0.063981 13136 train 0.062313 13137 train 0.061068 13138 train 0.065285 13139 train 0.060256 13140 train 0.061166 13141 train 0.065367 13142 train 0.063769 13143 train 0.067217 13144 train 0.062714 13145 train 0.066255 13146 train 0.067737 13147 train 0.069018 13148 train 0.067658 13149 train 0.070112 13150 val 17.5219 13150 train 0.068221 13151 train 0.070795 13152 train 0.065982 13153 train 0.073851 13154 train 0.076112 13155 train 0.067096 13156 train 0.069995 13157 train 0.069339 13158 train 0.067550 13159 train 0.066229 13160 train 0.066659 13161 train 0.068859 13162 train 0.067036 13163 train 0.073695 13164 train 0.065670 13165 train 0.071100 13166 train 0.076478 13167 train 0.067524 13168 train 0.070466 13169 train 0.073692 13170 train 0.064638 13171 train 0.065796 13172 train 0.062794 13173 train 0.067200 13174 train 0.067281 13175 val 17.5340 13175 train 0.066157 13176 train 0.063128 13177 train 0.063567 13178 train 0.063097 13179 train 0.069104 13180 train 0.067623 13181 train 0.074266 13182 train 0.067340 13183 train 0.064916 13184 train 0.068721 13185 train 0.066426 13186 train 0.069289 13187 train 0.074818 13188 train 0.079567 13189 train 0.071980 13190 train 0.072633 13191 train 0.071351 13192 train 0.072433 13193 train 0.067703 13194 train 0.067878 13195 train 0.077098 13196 train 0.064706 13197 train 0.069422 13198 train 0.066046 13199 train 0.061559 13200 val 17.6288 13200 train 0.066289 13201 train 0.065463 13202 train 0.065060 13203 train 0.067482 13204 train 0.068335 13205 train 0.073536 13206 train 0.069409 13207 train 0.067311 13208 train 0.069888 13209 train 0.083456 13210 train 0.069909 13211 train 0.064653 13212 train 0.069156 13213 train 0.071146 13214 train 0.065133 13215 train 0.069599 13216 train 0.066217 13217 train 0.064071 13218 train 0.068567 13219 train 0.064442 13220 train 0.067981 13221 train 0.070671 13222 train 0.066788 13223 train 0.068219 13224 train 0.073737 13225 val 17.5453 13225 train 0.071388 13226 train 0.061475 13227 train 0.069785 13228 train 0.069180 13229 train 0.063526 13230 train 0.065077 13231 train 0.068254 13232 train 0.069594 13233 train 0.066075 13234 train 0.060748 13235 train 0.064753 13236 train 0.064085 13237 train 0.063273 13238 train 0.060860 13239 train 0.062601 13240 train 0.063588 13241 train 0.063451 13242 train 0.064011 13243 train 0.075628 13244 train 0.063296 13245 train 0.066582 13246 train 0.064627 13247 train 0.065043 13248 train 0.079457 13249 train 0.066504 13250 val 17.5158 13250 train 0.067191 13251 train 0.068869 13252 train 0.065252 13253 train 0.058885 13254 train 0.070009 13255 train 0.056047 13256 train 0.063063 13257 train 0.065204 13258 train 0.059538 13259 train 0.064454 13260 train 0.072027 13261 train 0.071231 13262 train 0.073916 13263 train 0.067138 13264 train 0.063716 13265 train 0.075749 13266 train 0.075175 13267 train 0.067173 13268 train 0.071254 13269 train 0.063611 13270 train 0.070618 13271 train 0.067801 13272 train 0.069341 13273 train 0.067131 13274 train 0.063351 13275 val 17.5420 13275 train 0.066213 13276 train 0.068859 13277 train 0.065004 13278 train 0.061647 13279 train 0.061911 13280 train 0.058819 13281 train 0.072163 13282 train 0.066403 13283 train 0.059428 13284 train 0.068157 13285 train 0.071489 13286 train 0.069946 13287 train 0.061646 13288 train 0.069144 13289 train 0.066832 13290 train 0.066890 13291 train 0.060340 13292 train 0.062157 13293 train 0.063316 13294 train 0.062219 13295 train 0.066043 13296 train 0.066837 13297 train 0.061648 13298 train 0.068709 13299 train 0.069661 13300 val 17.5801 13300 train 0.067292 13301 train 0.067625 13302 train 0.075513 13303 train 0.065027 13304 train 0.070871 13305 train 0.063033 13306 train 0.076080 13307 train 0.072059 13308 train 0.076317 13309 train 0.066213 13310 train 0.066444 13311 train 0.067281 13312 train 0.066353 13313 train 0.071312 13314 train 0.065649 13315 train 0.064123 13316 train 0.060155 13317 train 0.059880 13318 train 0.063585 13319 train 0.061277 13320 train 0.064698 13321 train 0.063872 13322 train 0.069020 13323 train 0.066098 13324 train 0.064389 13325 val 17.4924 13325 train 0.061072 13326 train 0.061907 13327 train 0.063206 13328 train 0.067495 13329 train 0.067766 13330 train 0.062412 13331 train 0.066147 13332 train 0.063844 13333 train 0.064763 13334 train 0.065991 13335 train 0.076586 13336 train 0.066423 13337 train 0.060900 13338 train 0.060306 13339 train 0.067382 13340 train 0.066613 13341 train 0.068892 13342 train 0.071690 13343 train 0.064271 13344 train 0.075154 13345 train 0.068315 13346 train 0.069466 13347 train 0.064496 13348 train 0.067246 13349 train 0.065556 13350 val 17.5687 13350 train 0.061732 13351 train 0.061549 13352 train 0.063638 13353 train 0.062404 13354 train 0.068023 13355 train 0.073072 13356 train 0.072010 13357 train 0.065011 13358 train 0.068645 13359 train 0.065909 13360 train 0.069108 13361 train 0.067269 13362 train 0.060021 13363 train 0.064818 13364 train 0.066802 13365 train 0.072054 13366 train 0.069142 13367 train 0.065794 13368 train 0.071290 13369 train 0.066204 13370 train 0.063188 13371 train 0.066500 13372 train 0.068670 13373 train 0.061571 13374 train 0.065114 13375 val 17.4958 13375 train 0.063314 13376 train 0.065940 13377 train 0.066829 13378 train 0.068670 13379 train 0.062600 13380 train 0.073777 13381 train 0.066427 13382 train 0.072368 13383 train 0.067540 13384 train 0.064426 13385 train 0.075174 13386 train 0.071222 13387 train 0.065564 13388 train 0.070859 13389 train 0.067114 13390 train 0.061209 13391 train 0.063579 13392 train 0.070317 13393 train 0.068962 13394 train 0.069174 13395 train 0.065075 13396 train 0.065326 13397 train 0.074071 13398 train 0.062168 13399 train 0.067198 13400 val 17.4886 13400 train 0.067531 13401 train 0.069765 13402 train 0.069104 13403 train 0.071407 13404 train 0.068451 13405 train 0.065210 13406 train 0.062363 13407 train 0.071813 13408 train 0.067954 13409 train 0.064475 13410 train 0.068233 13411 train 0.062817 13412 train 0.069109 13413 train 0.067296 13414 train 0.063565 13415 train 0.067912 13416 train 0.063261 13417 train 0.066641 13418 train 0.061992 13419 train 0.069727 13420 train 0.062459 13421 train 0.063124 13422 train 0.068177 13423 train 0.070089 13424 train 0.067371 13425 val 17.5524 13425 train 0.062383 13426 train 0.065258 13427 train 0.063645 13428 train 0.064321 13429 train 0.064586 13430 train 0.068402 13431 train 0.063263 13432 train 0.066710 13433 train 0.067387 13434 train 0.065430 13435 train 0.073911 13436 train 0.063787 13437 train 0.065560 13438 train 0.066509 13439 train 0.066190 13440 train 0.061485 13441 train 0.066161 13442 train 0.067651 13443 train 0.070709 13444 train 0.067473 13445 train 0.069366 13446 train 0.067718 13447 train 0.061150 13448 train 0.071296 13449 train 0.073598 13450 val 17.5644 13450 train 0.057817 13451 train 0.067928 13452 train 0.066195 13453 train 0.064343 13454 train 0.063610 13455 train 0.064285 13456 train 0.069342 13457 train 0.071399 13458 train 0.067219 13459 train 0.066542 13460 train 0.065731 13461 train 0.071382 13462 train 0.063458 13463 train 0.064384 13464 train 0.064598 13465 train 0.063839 13466 train 0.062366 13467 train 0.063758 13468 train 0.068845 13469 train 0.063286 13470 train 0.063984 13471 train 0.060568 13472 train 0.063823 13473 train 0.063925 13474 train 0.065272 13475 val 17.4891 13475 train 0.066172 13476 train 0.070235 13477 train 0.070189 13478 train 0.066100 13479 train 0.067233 13480 train 0.068098 13481 train 0.065412 13482 train 0.067851 13483 train 0.064084 13484 train 0.072391 13485 train 0.067735 13486 train 0.068228 13487 train 0.061297 13488 train 0.058539 13489 train 0.060087 13490 train 0.067296 13491 train 0.064133 13492 train 0.066864 13493 train 0.062344 13494 train 0.067776 13495 train 0.068846 13496 train 0.066278 13497 train 0.067424 13498 train 0.062555 13499 train 0.060892 13500 val 17.5142 13500 train 0.065134 13501 train 0.059016 13502 train 0.064422 13503 train 0.060785 13504 train 0.066076 13505 train 0.060548 13506 train 0.060308 13507 train 0.061481 13508 train 0.058166 13509 train 0.064928 13510 train 0.060975 13511 train 0.059536 13512 train 0.063936 13513 train 0.067856 13514 train 0.064389 13515 train 0.067704 13516 train 0.061906 13517 train 0.064610 13518 train 0.069834 13519 train 0.075409 13520 train 0.067065 13521 train 0.068588 13522 train 0.070117 13523 train 0.063162 13524 train 0.069144 13525 val 17.5932 13525 train 0.070592 13526 train 0.068245 13527 train 0.065111 13528 train 0.068586 13529 train 0.065639 13530 train 0.065990 13531 train 0.061470 13532 train 0.063560 13533 train 0.063873 13534 train 0.069699 13535 train 0.067868 13536 train 0.064032 13537 train 0.065774 13538 train 0.063203 13539 train 0.069646 13540 train 0.068551 13541 train 0.063574 13542 train 0.062417 13543 train 0.067801 13544 train 0.064770 13545 train 0.069772 13546 train 0.061996 13547 train 0.061710 13548 train 0.060555 13549 train 0.062684 13550 val 17.6465 13550 train 0.065689 13551 train 0.067356 13552 train 0.067207 13553 train 0.062801 13554 train 0.064161 13555 train 0.066410 13556 train 0.064784 13557 train 0.072050 13558 train 0.067976 13559 train 0.066410 13560 train 0.070464 13561 train 0.072273 13562 train 0.067248 13563 train 0.071969 13564 train 0.063537 13565 train 0.063013 13566 train 0.068924 13567 train 0.069213 13568 train 0.068209 13569 train 0.062501 13570 train 0.064225 13571 train 0.061081 13572 train 0.063485 13573 train 0.060191 13574 train 0.067197 13575 val 17.4988 13575 train 0.068073 13576 train 0.063038 13577 train 0.070168 13578 train 0.064382 13579 train 0.075253 13580 train 0.060396 13581 train 0.063685 13582 train 0.061228 13583 train 0.061925 13584 train 0.069215 13585 train 0.061723 13586 train 0.069139 13587 train 0.076862 13588 train 0.061593 13589 train 0.060978 13590 train 0.061078 13591 train 0.065753 13592 train 0.060361 13593 train 0.067161 13594 train 0.067276 13595 train 0.068632 13596 train 0.067425 13597 train 0.066303 13598 train 0.068378 13599 train 0.065271 13600 val 17.6119 13600 train 0.062726 13601 train 0.068321 13602 train 0.076615 13603 train 0.066573 13604 train 0.069215 13605 train 0.061111 13606 train 0.063377 13607 train 0.062066 13608 train 0.061747 13609 train 0.062637 13610 train 0.060121 13611 train 0.065055 13612 train 0.063586 13613 train 0.065607 13614 train 0.067198 13615 train 0.068077 13616 train 0.066454 13617 train 0.071920 13618 train 0.070716 13619 train 0.061551 13620 train 0.069263 13621 train 0.067890 13622 train 0.065416 13623 train 0.070489 13624 train 0.068956 13625 val 17.7077 13625 train 0.068974 13626 train 0.062006 13627 train 0.062137 13628 train 0.061869 13629 train 0.060385 13630 train 0.059104 13631 train 0.064094 13632 train 0.069102 13633 train 0.062558 13634 train 0.064153 13635 train 0.066558 13636 train 0.061420 13637 train 0.072474 13638 train 0.070811 13639 train 0.059609 13640 train 0.066689 13641 train 0.063349 13642 train 0.063367 13643 train 0.061304 13644 train 0.064150 13645 train 0.064843 13646 train 0.061924 13647 train 0.063560 13648 train 0.059891 13649 train 0.061245 13650 val 17.5800 13650 train 0.062191 13651 train 0.061570 13652 train 0.061739 13653 train 0.066878 13654 train 0.067136 13655 train 0.061637 13656 train 0.072460 13657 train 0.064243 13658 train 0.060275 13659 train 0.069320 13660 train 0.065990 13661 train 0.064967 13662 train 0.062018 13663 train 0.061026 13664 train 0.063080 13665 train 0.066150 13666 train 0.061280 13667 train 0.066597 13668 train 0.061953 13669 train 0.063743 13670 train 0.065939 13671 train 0.061311 13672 train 0.062502 13673 train 0.066065 13674 train 0.065927 13675 val 17.5414 13675 train 0.066460 13676 train 0.072733 13677 train 0.056989 13678 train 0.063728 13679 train 0.062363 13680 train 0.065363 13681 train 0.061582 13682 train 0.065552 13683 train 0.059881 13684 train 0.060990 13685 train 0.063237 13686 train 0.056916 13687 train 0.060790 13688 train 0.060964 13689 train 0.056561 13690 train 0.061120 13691 train 0.064271 13692 train 0.067832 13693 train 0.067426 13694 train 0.066182 13695 train 0.067228 13696 train 0.070499 13697 train 0.065371 13698 train 0.065177 13699 train 0.067700 13700 val 17.6414 13700 train 0.067013 13701 train 0.063834 13702 train 0.063331 13703 train 0.068739 13704 train 0.057442 13705 train 0.063455 13706 train 0.063005 13707 train 0.059976 13708 train 0.068942 13709 train 0.057506 13710 train 0.055893 13711 train 0.062716 13712 train 0.064827 13713 train 0.068888 13714 train 0.063796 13715 train 0.065660 13716 train 0.070248 13717 train 0.066265 13718 train 0.068666 13719 train 0.062089 13720 train 0.065952 13721 train 0.065263 13722 train 0.060763 13723 train 0.066859 13724 train 0.065649 13725 val 17.6094 13725 train 0.059242 13726 train 0.059655 13727 train 0.068615 13728 train 0.070481 13729 train 0.058520 13730 train 0.063521 13731 train 0.066272 13732 train 0.065971 13733 train 0.071605 13734 train 0.069584 13735 train 0.068187 13736 train 0.067305 13737 train 0.070162 13738 train 0.068455 13739 train 0.065538 13740 train 0.063222 13741 train 0.076809 13742 train 0.065542 13743 train 0.064726 13744 train 0.064986 13745 train 0.060766 13746 train 0.060921 13747 train 0.059939 13748 train 0.065965 13749 train 0.066204 13750 val 17.6062 13750 train 0.060600 13751 train 0.067566 13752 train 0.066522 13753 train 0.061664 13754 train 0.065683 13755 train 0.065912 13756 train 0.064354 13757 train 0.063105 13758 train 0.063757 13759 train 0.069773 13760 train 0.065446 13761 train 0.059487 13762 train 0.060953 13763 train 0.064611 13764 train 0.064801 13765 train 0.062409 13766 train 0.059588 13767 train 0.063133 13768 train 0.066785 13769 train 0.064118 13770 train 0.065367 13771 train 0.059698 13772 train 0.066320 13773 train 0.068215 13774 train 0.070255 13775 val 17.6235 13775 train 0.065092 13776 train 0.060322 13777 train 0.075767 13778 train 0.070338 13779 train 0.071874 13780 train 0.066530 13781 train 0.066476 13782 train 0.066207 13783 train 0.063626 13784 train 0.059488 13785 train 0.059943 13786 train 0.062030 13787 train 0.056905 13788 train 0.058479 13789 train 0.063332 13790 train 0.061397 13791 train 0.062036 13792 train 0.068049 13793 train 0.067221 13794 train 0.067467 13795 train 0.062634 13796 train 0.058741 13797 train 0.061399 13798 train 0.056124 13799 train 0.065742 13800 val 17.5872 13800 train 0.065057 13801 train 0.066133 13802 train 0.066390 13803 train 0.063430 13804 train 0.063989 13805 train 0.066545 13806 train 0.059932 13807 train 0.065019 13808 train 0.068937 13809 train 0.062867 13810 train 0.063053 13811 train 0.062554 13812 train 0.064096 13813 train 0.062527 13814 train 0.062880 13815 train 0.061039 13816 train 0.069334 13817 train 0.066663 13818 train 0.067480 13819 train 0.067689 13820 train 0.065577 13821 train 0.060589 13822 train 0.067406 13823 train 0.065058 13824 train 0.063244 13825 val 17.6323 13825 train 0.060229 13826 train 0.064140 13827 train 0.061578 13828 train 0.064029 13829 train 0.063705 13830 train 0.064617 13831 train 0.061872 13832 train 0.063145 13833 train 0.065087 13834 train 0.059596 13835 train 0.056920 13836 train 0.066156 13837 train 0.068208 13838 train 0.066969 13839 train 0.062792 13840 train 0.057125 13841 train 0.061340 13842 train 0.062365 13843 train 0.058992 13844 train 0.062309 13845 train 0.058800 13846 train 0.066804 13847 train 0.060568 13848 train 0.061584 13849 train 0.059384 13850 val 17.6332 13850 train 0.058500 13851 train 0.062133 13852 train 0.058598 13853 train 0.065924 13854 train 0.064128 13855 train 0.066325 13856 train 0.060819 13857 train 0.064122 13858 train 0.066189 13859 train 0.065706 13860 train 0.058689 13861 train 0.058685 13862 train 0.062495 13863 train 0.059430 13864 train 0.056228 13865 train 0.061502 13866 train 0.065235 13867 train 0.062703 13868 train 0.061086 13869 train 0.066082 13870 train 0.062818 13871 train 0.055897 13872 train 0.060101 13873 train 0.063817 13874 train 0.066102 13875 val 17.5344 13875 train 0.063213 13876 train 0.059153 13877 train 0.058133 13878 train 0.064555 13879 train 0.059993 13880 train 0.062982 13881 train 0.062784 13882 train 0.059674 13883 train 0.058293 13884 train 0.071521 13885 train 0.061613 13886 train 0.063073 13887 train 0.065339 13888 train 0.060251 13889 train 0.068673 13890 train 0.063460 13891 train 0.058709 13892 train 0.056788 13893 train 0.062481 13894 train 0.062486 13895 train 0.060258 13896 train 0.064371 13897 train 0.062421 13898 train 0.061199 13899 train 0.057173 13900 val 17.6708 13900 train 0.063116 13901 train 0.063459 13902 train 0.056746 13903 train 0.064743 13904 train 0.066347 13905 train 0.063896 13906 train 0.061421 13907 train 0.063186 13908 train 0.071953 13909 train 0.062258 13910 train 0.063869 13911 train 0.068316 13912 train 0.063891 13913 train 0.060945 13914 train 0.061440 13915 train 0.065878 13916 train 0.063548 13917 train 0.062663 13918 train 0.064896 13919 train 0.060772 13920 train 0.064422 13921 train 0.068155 13922 train 0.065977 13923 train 0.068693 13924 train 0.066742 13925 val 17.7294 13925 train 0.063428 13926 train 0.063913 13927 train 0.062312 13928 train 0.061603 13929 train 0.063571 13930 train 0.060469 13931 train 0.058040 13932 train 0.065685 13933 train 0.064197 13934 train 0.061208 13935 train 0.059019 13936 train 0.060962 13937 train 0.064257 13938 train 0.061247 13939 train 0.058921 13940 train 0.058878 13941 train 0.061137 13942 train 0.070941 13943 train 0.060828 13944 train 0.064488 13945 train 0.065742 13946 train 0.061804 13947 train 0.066978 13948 train 0.054529 13949 train 0.060314 13950 val 17.6267 13950 train 0.065019 13951 train 0.062975 13952 train 0.064078 13953 train 0.066668 13954 train 0.064541 13955 train 0.066415 13956 train 0.058553 13957 train 0.060786 13958 train 0.063606 13959 train 0.064764 13960 train 0.061902 13961 train 0.064529 13962 train 0.059480 13963 train 0.060497 13964 train 0.064591 13965 train 0.062988 13966 train 0.066130 13967 train 0.061754 13968 train 0.066244 13969 train 0.066379 13970 train 0.058708 13971 train 0.064884 13972 train 0.066101 13973 train 0.065752 13974 train 0.062043 13975 val 17.5980 13975 train 0.059196 13976 train 0.059074 13977 train 0.067065 13978 train 0.065337 13979 train 0.062210 13980 train 0.061816 13981 train 0.058003 13982 train 0.062916 13983 train 0.064270 13984 train 0.065727 13985 train 0.058587 13986 train 0.066100 13987 train 0.062039 13988 train 0.063173 13989 train 0.071056 13990 train 0.064200 13991 train 0.072010 13992 train 0.063222 13993 train 0.058413 13994 train 0.058939 13995 train 0.068512 13996 train 0.058807 13997 train 0.059955 13998 train 0.060688 13999 train 0.062582 14000 val 17.6549 14000 train 0.063223 14001 train 0.064207 14002 train 0.061282 14003 train 0.064927 14004 train 0.061548 14005 train 0.059950 14006 train 0.061043 14007 train 0.071686 14008 train 0.069030 14009 train 0.062298 14010 train 0.070450 14011 train 0.062422 14012 train 0.066147 14013 train 0.074471 14014 train 0.063643 14015 train 0.063458 14016 train 0.060022 14017 train 0.066028 14018 train 0.056888 14019 train 0.065820 14020 train 0.071365 14021 train 0.064323 14022 train 0.063265 14023 train 0.063427 14024 train 0.062372 14025 val 17.7019 14025 train 0.063144 14026 train 0.066577 14027 train 0.068849 14028 train 0.068613 14029 train 0.060922 14030 train 0.061966 14031 train 0.071384 14032 train 0.061453 14033 train 0.066043 14034 train 0.062682 14035 train 0.062825 14036 train 0.062650 14037 train 0.068101 14038 train 0.070545 14039 train 0.065219 14040 train 0.060425 14041 train 0.060255 14042 train 0.062165 14043 train 0.064363 14044 train 0.066705 14045 train 0.066200 14046 train 0.061372 14047 train 0.060357 14048 train 0.068084 14049 train 0.073630 14050 val 17.6111 14050 train 0.073444 14051 train 0.063413 14052 train 0.062382 14053 train 0.062843 14054 train 0.061060 14055 train 0.062714 14056 train 0.064394 14057 train 0.058552 14058 train 0.060739 14059 train 0.063972 14060 train 0.058922 14061 train 0.064459 14062 train 0.063861 14063 train 0.061590 14064 train 0.060959 14065 train 0.065006 14066 train 0.067555 14067 train 0.065607 14068 train 0.061559 14069 train 0.066222 14070 train 0.067134 14071 train 0.065537 14072 train 0.065268 14073 train 0.068076 14074 train 0.062067 14075 val 17.6723 14075 train 0.058914 14076 train 0.062755 14077 train 0.061926 14078 train 0.059027 14079 train 0.060470 14080 train 0.066770 14081 train 0.055941 14082 train 0.063818 14083 train 0.071959 14084 train 0.059617 14085 train 0.063968 14086 train 0.067678 14087 train 0.063540 14088 train 0.065473 14089 train 0.065799 14090 train 0.060535 14091 train 0.064265 14092 train 0.063215 14093 train 0.061993 14094 train 0.063355 14095 train 0.061159 14096 train 0.059912 14097 train 0.063820 14098 train 0.060303 14099 train 0.061812 14100 val 17.6591 14100 train 0.059073 14101 train 0.062890 14102 train 0.061969 14103 train 0.054767 14104 train 0.061107 14105 train 0.061328 14106 train 0.061278 14107 train 0.061634 14108 train 0.065758 14109 train 0.067762 14110 train 0.063924 14111 train 0.065080 14112 train 0.069679 14113 train 0.058784 14114 train 0.064739 14115 train 0.063639 14116 train 0.061096 14117 train 0.058790 14118 train 0.057753 14119 train 0.058293 14120 train 0.053169 14121 train 0.064293 14122 train 0.071530 14123 train 0.061626 14124 train 0.068293 14125 val 17.6708 14125 train 0.060195 14126 train 0.059581 14127 train 0.065406 14128 train 0.059737 14129 train 0.059334 14130 train 0.062031 14131 train 0.060325 14132 train 0.059887 14133 train 0.064660 14134 train 0.063760 14135 train 0.059098 14136 train 0.065473 14137 train 0.059088 14138 train 0.059715 14139 train 0.056824 14140 train 0.063761 14141 train 0.063634 14142 train 0.063489 14143 train 0.060573 14144 train 0.062600 14145 train 0.067215 14146 train 0.063359 14147 train 0.064803 14148 train 0.066266 14149 train 0.059553 14150 val 17.6620 14150 train 0.057196 14151 train 0.063043 14152 train 0.063129 14153 train 0.060691 14154 train 0.062542 14155 train 0.060784 14156 train 0.060438 14157 train 0.055568 14158 train 0.062343 14159 train 0.056933 14160 train 0.058588 14161 train 0.056210 14162 train 0.055893 14163 train 0.066659 14164 train 0.061589 14165 train 0.062050 14166 train 0.060783 14167 train 0.062405 14168 train 0.061535 14169 train 0.058805 14170 train 0.066264 14171 train 0.073056 14172 train 0.058437 14173 train 0.058032 14174 train 0.060626 14175 val 17.7930 14175 train 0.058801 14176 train 0.061328 14177 train 0.060655 14178 train 0.060323 14179 train 0.054841 14180 train 0.060505 14181 train 0.062229 14182 train 0.055656 14183 train 0.060401 14184 train 0.063673 14185 train 0.058273 14186 train 0.058084 14187 train 0.063445 14188 train 0.057022 14189 train 0.065189 14190 train 0.060623 14191 train 0.051338 14192 train 0.056361 14193 train 0.059098 14194 train 0.061694 14195 train 0.059291 14196 train 0.060836 14197 train 0.056043 14198 train 0.052153 14199 train 0.057280 14200 val 17.6504 14200 train 0.060101 14201 train 0.054393 14202 train 0.058552 14203 train 0.058591 14204 train 0.068332 14205 train 0.059272 14206 train 0.057919 14207 train 0.060726 14208 train 0.061218 14209 train 0.067254 14210 train 0.060035 14211 train 0.063098 14212 train 0.062723 14213 train 0.060054 14214 train 0.063971 14215 train 0.059654 14216 train 0.064859 14217 train 0.059849 14218 train 0.058315 14219 train 0.058963 14220 train 0.064429 14221 train 0.065307 14222 train 0.055783 14223 train 0.059798 14224 train 0.061674 14225 val 17.6825 14225 train 0.060084 14226 train 0.062735 14227 train 0.056386 14228 train 0.057694 14229 train 0.068333 14230 train 0.061393 14231 train 0.059411 14232 train 0.060093 14233 train 0.055291 14234 train 0.058365 14235 train 0.054651 14236 train 0.055012 14237 train 0.061743 14238 train 0.061353 14239 train 0.051973 14240 train 0.059039 14241 train 0.058365 14242 train 0.056453 14243 train 0.057278 14244 train 0.058812 14245 train 0.063821 14246 train 0.061383 14247 train 0.071528 14248 train 0.058771 14249 train 0.056774 14250 val 17.7235 14250 train 0.060325 14251 train 0.062558 14252 train 0.064087 14253 train 0.066594 14254 train 0.061089 14255 train 0.060897 14256 train 0.061304 14257 train 0.059326 14258 train 0.059067 14259 train 0.054417 14260 train 0.055493 14261 train 0.058843 14262 train 0.058176 14263 train 0.058506 14264 train 0.061742 14265 train 0.066165 14266 train 0.058095 14267 train 0.058861 14268 train 0.065687 14269 train 0.062790 14270 train 0.067094 14271 train 0.053038 14272 train 0.059735 14273 train 0.059838 14274 train 0.062862 14275 val 17.7329 14275 train 0.059326 14276 train 0.061994 14277 train 0.056346 14278 train 0.060253 14279 train 0.057863 14280 train 0.060921 14281 train 0.062893 14282 train 0.060372 14283 train 0.061760 14284 train 0.054169 14285 train 0.059304 14286 train 0.066760 14287 train 0.057982 14288 train 0.065827 14289 train 0.065504 14290 train 0.064471 14291 train 0.054207 14292 train 0.063296 14293 train 0.061139 14294 train 0.060680 14295 train 0.064320 14296 train 0.059703 14297 train 0.062888 14298 train 0.060778 14299 train 0.063463 14300 val 17.6689 14300 train 0.059990 14301 train 0.062004 14302 train 0.062628 14303 train 0.063782 14304 train 0.059943 14305 train 0.060055 14306 train 0.067842 14307 train 0.061768 14308 train 0.058330 14309 train 0.062571 14310 train 0.067710 14311 train 0.058867 14312 train 0.062773 14313 train 0.055407 14314 train 0.055815 14315 train 0.059887 14316 train 0.058152 14317 train 0.055091 14318 train 0.057744 14319 train 0.053869 14320 train 0.057008 14321 train 0.062591 14322 train 0.061817 14323 train 0.058939 14324 train 0.059283 14325 val 17.6913 14325 train 0.067854 14326 train 0.057942 14327 train 0.055306 14328 train 0.068680 14329 train 0.062519 14330 train 0.063448 14331 train 0.061660 14332 train 0.059640 14333 train 0.056932 14334 train 0.063267 14335 train 0.062429 14336 train 0.061974 14337 train 0.056176 14338 train 0.060183 14339 train 0.069274 14340 train 0.063588 14341 train 0.059513 14342 train 0.060720 14343 train 0.063983 14344 train 0.061526 14345 train 0.061717 14346 train 0.067414 14347 train 0.060288 14348 train 0.072551 14349 train 0.060230 14350 val 17.7300 14350 train 0.062062 14351 train 0.064081 14352 train 0.058709 14353 train 0.058327 14354 train 0.062210 14355 train 0.056546 14356 train 0.057628 14357 train 0.061766 14358 train 0.064232 14359 train 0.058522 14360 train 0.060295 14361 train 0.082826 14362 train 0.057474 14363 train 0.060923 14364 train 0.062943 14365 train 0.063726 14366 train 0.062499 14367 train 0.063208 14368 train 0.059341 14369 train 0.061158 14370 train 0.056568 14371 train 0.060738 14372 train 0.060554 14373 train 0.062831 14374 train 0.058941 14375 val 17.7054 14375 train 0.060939 14376 train 0.071164 14377 train 0.069378 14378 train 0.064069 14379 train 0.069009 14380 train 0.064830 14381 train 0.065124 14382 train 0.056048 14383 train 0.058219 14384 train 0.081639 14385 train 0.060333 14386 train 0.056650 14387 train 0.062336 14388 train 0.060242 14389 train 0.059172 14390 train 0.063934 14391 train 0.059178 14392 train 0.061056 14393 train 0.059654 14394 train 0.064342 14395 train 0.056671 14396 train 0.052239 14397 train 0.064959 14398 train 0.062369 14399 train 0.062010 14400 val 17.7760 14400 train 0.055433 14401 train 0.059852 14402 train 0.062009 14403 train 0.061225 14404 train 0.064118 14405 train 0.065490 14406 train 0.057791 14407 train 0.057707 14408 train 0.057209 14409 train 0.055195 14410 train 0.058635 14411 train 0.064912 14412 train 0.064176 14413 train 0.061055 14414 train 0.056694 14415 train 0.061311 14416 train 0.068347 14417 train 0.062117 14418 train 0.061494 14419 train 0.057606 14420 train 0.060434 14421 train 0.058783 14422 train 0.064972 14423 train 0.058286 14424 train 0.058970 14425 val 17.6650 14425 train 0.062712 14426 train 0.060674 14427 train 0.063972 14428 train 0.058921 14429 train 0.057594 14430 train 0.055467 14431 train 0.057764 14432 train 0.057543 14433 train 0.064725 14434 train 0.057528 14435 train 0.055924 14436 train 0.057276 14437 train 0.060161 14438 train 0.067554 14439 train 0.057196 14440 train 0.065059 14441 train 0.065144 14442 train 0.061738 14443 train 0.060492 14444 train 0.059307 14445 train 0.055988 14446 train 0.057467 14447 train 0.060016 14448 train 0.056943 14449 train 0.067332 14450 val 17.6797 14450 train 0.055766 14451 train 0.059282 14452 train 0.062333 14453 train 0.055875 14454 train 0.059221 14455 train 0.062267 14456 train 0.062226 14457 train 0.064961 14458 train 0.062089 14459 train 0.063140 14460 train 0.056922 14461 train 0.062054 14462 train 0.057403 14463 train 0.062505 14464 train 0.060679 14465 train 0.066331 14466 train 0.061094 14467 train 0.059457 14468 train 0.055513 14469 train 0.065173 14470 train 0.056075 14471 train 0.058206 14472 train 0.059346 14473 train 0.057244 14474 train 0.068388 14475 val 17.7177 14475 train 0.060527 14476 train 0.066358 14477 train 0.054316 14478 train 0.059011 14479 train 0.065826 14480 train 0.060694 14481 train 0.059457 14482 train 0.055522 14483 train 0.057097 14484 train 0.052540 14485 train 0.060146 14486 train 0.061935 14487 train 0.062161 14488 train 0.058968 14489 train 0.060049 14490 train 0.059935 14491 train 0.058538 14492 train 0.057223 14493 train 0.060468 14494 train 0.057456 14495 train 0.061097 14496 train 0.060679 14497 train 0.059636 14498 train 0.063435 14499 train 0.064716 14500 val 17.7517 14500 train 0.068787 14501 train 0.062780 14502 train 0.056281 14503 train 0.059425 14504 train 0.062508 14505 train 0.059845 14506 train 0.065490 14507 train 0.058361 14508 train 0.058673 14509 train 0.058231 14510 train 0.056340 14511 train 0.057246 14512 train 0.071677 14513 train 0.058366 14514 train 0.063390 14515 train 0.059614 14516 train 0.059405 14517 train 0.062336 14518 train 0.057600 14519 train 0.057738 14520 train 0.052555 14521 train 0.062218 14522 train 0.053450 14523 train 0.062153 14524 train 0.056362 14525 val 17.6895 14525 train 0.059713 14526 train 0.061421 14527 train 0.061548 14528 train 0.067075 14529 train 0.059779 14530 train 0.060955 14531 train 0.055479 14532 train 0.057354 14533 train 0.058313 14534 train 0.059754 14535 train 0.060289 14536 train 0.067146 14537 train 0.060389 14538 train 0.057734 14539 train 0.060616 14540 train 0.058128 14541 train 0.059198 14542 train 0.066432 14543 train 0.069775 14544 train 0.060709 14545 train 0.059390 14546 train 0.054488 14547 train 0.060693 14548 train 0.058639 14549 train 0.060332 14550 val 17.7558 14550 train 0.056106 14551 train 0.056447 14552 train 0.062142 14553 train 0.060932 14554 train 0.062555 14555 train 0.057682 14556 train 0.056333 14557 train 0.061531 14558 train 0.060696 14559 train 0.060619 14560 train 0.058422 14561 train 0.064309 14562 train 0.057466 14563 train 0.057446 14564 train 0.061384 14565 train 0.065249 14566 train 0.061117 14567 train 0.060735 14568 train 0.061019 14569 train 0.057022 14570 train 0.057001 14571 train 0.056874 14572 train 0.054152 14573 train 0.056711 14574 train 0.060936 14575 val 17.7252 14575 train 0.059939 14576 train 0.060460 14577 train 0.060286 14578 train 0.070402 14579 train 0.059428 14580 train 0.060559 14581 train 0.057280 14582 train 0.056860 14583 train 0.059438 14584 train 0.058339 14585 train 0.065230 14586 train 0.061551 14587 train 0.056635 14588 train 0.053791 14589 train 0.059667 14590 train 0.058563 14591 train 0.056602 14592 train 0.057810 14593 train 0.051338 14594 train 0.053665 14595 train 0.061318 14596 train 0.062487 14597 train 0.060208 14598 train 0.056513 14599 train 0.060406 14600 val 17.6954 14600 train 0.058678 14601 train 0.057536 14602 train 0.064554 14603 train 0.061537 14604 train 0.060610 14605 train 0.058906 14606 train 0.061498 14607 train 0.055667 14608 train 0.059490 14609 train 0.054721 14610 train 0.057420 14611 train 0.053160 14612 train 0.057232 14613 train 0.059117 14614 train 0.061440 14615 train 0.057201 14616 train 0.061145 14617 train 0.058664 14618 train 0.060452 14619 train 0.057182 14620 train 0.060573 14621 train 0.062738 14622 train 0.053165 14623 train 0.056753 14624 train 0.055008 14625 val 17.7261 14625 train 0.054989 14626 train 0.061278 14627 train 0.058042 14628 train 0.060315 14629 train 0.056372 14630 train 0.054829 14631 train 0.058540 14632 train 0.059118 14633 train 0.055224 14634 train 0.055669 14635 train 0.057809 14636 train 0.054505 14637 train 0.056054 14638 train 0.061170 14639 train 0.063742 14640 train 0.058130 14641 train 0.060633 14642 train 0.064264 14643 train 0.064166 14644 train 0.059417 14645 train 0.059859 14646 train 0.064211 14647 train 0.059107 14648 train 0.057648 14649 train 0.061385 14650 val 17.8010 14650 train 0.055928 14651 train 0.058132 14652 train 0.061210 14653 train 0.062407 14654 train 0.063452 14655 train 0.068159 14656 train 0.060756 14657 train 0.057918 14658 train 0.061057 14659 train 0.061166 14660 train 0.058505 14661 train 0.059888 14662 train 0.060518 14663 train 0.063043 14664 train 0.059099 14665 train 0.057953 14666 train 0.060946 14667 train 0.058686 14668 train 0.055082 14669 train 0.056695 14670 train 0.058418 14671 train 0.056971 14672 train 0.059059 14673 train 0.055195 14674 train 0.058617 14675 val 17.7693 14675 train 0.054097 14676 train 0.061318 14677 train 0.062430 14678 train 0.062898 14679 train 0.060779 14680 train 0.067048 14681 train 0.062597 14682 train 0.065408 14683 train 0.062167 14684 train 0.060985 14685 train 0.058278 14686 train 0.059807 14687 train 0.059398 14688 train 0.056222 14689 train 0.064367 14690 train 0.059574 14691 train 0.058290 14692 train 0.054446 14693 train 0.060656 14694 train 0.062350 14695 train 0.062676 14696 train 0.056320 14697 train 0.062278 14698 train 0.059650 14699 train 0.058316 14700 val 17.6549 14700 train 0.061201 14701 train 0.053996 14702 train 0.061445 14703 train 0.059707 14704 train 0.054710 14705 train 0.060803 14706 train 0.056102 14707 train 0.059834 14708 train 0.055391 14709 train 0.060651 14710 train 0.053131 14711 train 0.059281 14712 train 0.053123 14713 train 0.056556 14714 train 0.060619 14715 train 0.061370 14716 train 0.062000 14717 train 0.060603 14718 train 0.065668 14719 train 0.068050 14720 train 0.060586 14721 train 0.059615 14722 train 0.059544 14723 train 0.055555 14724 train 0.061293 14725 val 17.7476 14725 train 0.064739 14726 train 0.063891 14727 train 0.055634 14728 train 0.061362 14729 train 0.059338 14730 train 0.058882 14731 train 0.061969 14732 train 0.054479 14733 train 0.058285 14734 train 0.062623 14735 train 0.066675 14736 train 0.059384 14737 train 0.061619 14738 train 0.061275 14739 train 0.061247 14740 train 0.060863 14741 train 0.067303 14742 train 0.061619 14743 train 0.057320 14744 train 0.056612 14745 train 0.062393 14746 train 0.057662 14747 train 0.053722 14748 train 0.049523 14749 train 0.054472 14750 val 17.8340 14750 train 0.061558 14751 train 0.059184 14752 train 0.064606 14753 train 0.062247 14754 train 0.057328 14755 train 0.061933 14756 train 0.055940 14757 train 0.064659 14758 train 0.061623 14759 train 0.060216 14760 train 0.069490 14761 train 0.060378 14762 train 0.059952 14763 train 0.059706 14764 train 0.057086 14765 train 0.053428 14766 train 0.052627 14767 train 0.056274 14768 train 0.061464 14769 train 0.059145 14770 train 0.059204 14771 train 0.059748 14772 train 0.062594 14773 train 0.056046 14774 train 0.062977 14775 val 17.7048 14775 train 0.055669 14776 train 0.058394 14777 train 0.060195 14778 train 0.055919 14779 train 0.064527 14780 train 0.058069 14781 train 0.063184 14782 train 0.058812 14783 train 0.057960 14784 train 0.060432 14785 train 0.058353 14786 train 0.051970 14787 train 0.055558 14788 train 0.055742 14789 train 0.049688 14790 train 0.055844 14791 train 0.061547 14792 train 0.059004 14793 train 0.058930 14794 train 0.058445 14795 train 0.062219 14796 train 0.062873 14797 train 0.060503 14798 train 0.059083 14799 train 0.058507 14800 val 17.7592 14800 train 0.058293 14801 train 0.053375 14802 train 0.056149 14803 train 0.058370 14804 train 0.059055 14805 train 0.058792 14806 train 0.057416 14807 train 0.049380 14808 train 0.056832 14809 train 0.057103 14810 train 0.061976 14811 train 0.060927 14812 train 0.064250 14813 train 0.060612 14814 train 0.059207 14815 train 0.059669 14816 train 0.059986 14817 train 0.060476 14818 train 0.060916 14819 train 0.061258 14820 train 0.065730 14821 train 0.062266 14822 train 0.060760 14823 train 0.052184 14824 train 0.053376 14825 val 17.8341 14825 train 0.054491 14826 train 0.054713 14827 train 0.054327 14828 train 0.057257 14829 train 0.057603 14830 train 0.057376 14831 train 0.055708 14832 train 0.056368 14833 train 0.055689 14834 train 0.061528 14835 train 0.063963 14836 train 0.063830 14837 train 0.058242 14838 train 0.062359 14839 train 0.060704 14840 train 0.056340 14841 train 0.061593 14842 train 0.059733 14843 train 0.052428 14844 train 0.061657 14845 train 0.061035 14846 train 0.059431 14847 train 0.056743 14848 train 0.055218 14849 train 0.055740 14850 val 17.7436 14850 train 0.066816 14851 train 0.055040 14852 train 0.060421 14853 train 0.054721 14854 train 0.059861 14855 train 0.061631 14856 train 0.062255 14857 train 0.063546 14858 train 0.058682 14859 train 0.059822 14860 train 0.061041 14861 train 0.058772 14862 train 0.060033 14863 train 0.052028 14864 train 0.063416 14865 train 0.061135 14866 train 0.056276 14867 train 0.056025 14868 train 0.053614 14869 train 0.062261 14870 train 0.060951 14871 train 0.057566 14872 train 0.060057 14873 train 0.064035 14874 train 0.066621 14875 val 17.7442 14875 train 0.061455 14876 train 0.054889 14877 train 0.067407 14878 train 0.068650 14879 train 0.064477 14880 train 0.062646 14881 train 0.065461 14882 train 0.056791 14883 train 0.060423 14884 train 0.057671 14885 train 0.053226 14886 train 0.057078 14887 train 0.057057 14888 train 0.060385 14889 train 0.059555 14890 train 0.056267 14891 train 0.051715 14892 train 0.056439 14893 train 0.063083 14894 train 0.060132 14895 train 0.055779 14896 train 0.055274 14897 train 0.059357 14898 train 0.061296 14899 train 0.056858 14900 val 17.8408 14900 train 0.065352 14901 train 0.066368 14902 train 0.056221 14903 train 0.052277 14904 train 0.055105 14905 train 0.054604 14906 train 0.058939 14907 train 0.055104 14908 train 0.054133 14909 train 0.059658 14910 train 0.059738 14911 train 0.058253 14912 train 0.065914 14913 train 0.057345 14914 train 0.062108 14915 train 0.059437 14916 train 0.061346 14917 train 0.058841 14918 train 0.059580 14919 train 0.059824 14920 train 0.063572 14921 train 0.059415 14922 train 0.063262 14923 train 0.055952 14924 train 0.054471 14925 val 17.8351 14925 train 0.053015 14926 train 0.063183 14927 train 0.049895 14928 train 0.056259 14929 train 0.060889 14930 train 0.058840 14931 train 0.059963 14932 train 0.055110 14933 train 0.059363 14934 train 0.053156 14935 train 0.055100 14936 train 0.069221 14937 train 0.065104 14938 train 0.058131 14939 train 0.058772 14940 train 0.058868 14941 train 0.060857 14942 train 0.057631 14943 train 0.054534 14944 train 0.055508 14945 train 0.056875 14946 train 0.053474 14947 train 0.061929 14948 train 0.058093 14949 train 0.056106 14950 val 17.8247 14950 train 0.056530 14951 train 0.057779 14952 train 0.060264 14953 train 0.060447 14954 train 0.060641 14955 train 0.051953 14956 train 0.059844 14957 train 0.054311 14958 train 0.058143 14959 train 0.058695 14960 train 0.055739 14961 train 0.052301 14962 train 0.056961 14963 train 0.056064 14964 train 0.056610 14965 train 0.057463 14966 train 0.053790 14967 train 0.058266 14968 train 0.059188 14969 train 0.055359 14970 train 0.056601 14971 train 0.058173 14972 train 0.060239 14973 train 0.071415 14974 train 0.059233 14975 val 17.8519 14975 train 0.060419 14976 train 0.062809 14977 train 0.061814 14978 train 0.059920 14979 train 0.057488 14980 train 0.063487 14981 train 0.056386 14982 train 0.054586 14983 train 0.054712 14984 train 0.059086 14985 train 0.053946 14986 train 0.057608 14987 train 0.058918 14988 train 0.052615 14989 train 0.051521 14990 train 0.057335 14991 train 0.057787 14992 train 0.062760 14993 train 0.057687 14994 train 0.060529 14995 train 0.053836 14996 train 0.055598 14997 train 0.060950 14998 train 0.071742 14999 train 0.055895 15000 val 17.7350 15000 train 0.054158 15001 train 0.055777 15002 train 0.055161 15003 train 0.056257 15004 train 0.054624 15005 train 0.059412 15006 train 0.061381 15007 train 0.057706 15008 train 0.059827 15009 train 0.067792 15010 train 0.059702 15011 train 0.058447 15012 train 0.059889 15013 train 0.054494 15014 train 0.058175 15015 train 0.062521 15016 train 0.062647 15017 train 0.055540 15018 train 0.054639 15019 train 0.057617 15020 train 0.058827 15021 train 0.059288 15022 train 0.051054 15023 train 0.053767 15024 train 0.057857 15025 val 17.7580 15025 train 0.057006 15026 train 0.053607 15027 train 0.052803 15028 train 0.059590 15029 train 0.062129 15030 train 0.057139 15031 train 0.057790 15032 train 0.053693 15033 train 0.061948 15034 train 0.061041 15035 train 0.057459 15036 train 0.057477 15037 train 0.053409 15038 train 0.058470 15039 train 0.060108 15040 train 0.054250 15041 train 0.057127 15042 train 0.058152 15043 train 0.052415 15044 train 0.057641 15045 train 0.060425 15046 train 0.050423 15047 train 0.056526 15048 train 0.053525 15049 train 0.058595 15050 val 17.6931 15050 train 0.059865 15051 train 0.056553 15052 train 0.055556 15053 train 0.057781 15054 train 0.057707 15055 train 0.052394 15056 train 0.054300 15057 train 0.052819 15058 train 0.057194 15059 train 0.057874 15060 train 0.062631 15061 train 0.054898 15062 train 0.052205 15063 train 0.056129 15064 train 0.061117 15065 train 0.056928 15066 train 0.056326 15067 train 0.057385 15068 train 0.055703 15069 train 0.059482 15070 train 0.058893 15071 train 0.057503 15072 train 0.063313 15073 train 0.056169 15074 train 0.058522 15075 val 17.7725 15075 train 0.054601 15076 train 0.056881 15077 train 0.056134 15078 train 0.059414 15079 train 0.059353 15080 train 0.059345 15081 train 0.059617 15082 train 0.052969 15083 train 0.054476 15084 train 0.055240 15085 train 0.056312 15086 train 0.057703 15087 train 0.060890 15088 train 0.058170 15089 train 0.055601 15090 train 0.058192 15091 train 0.057040 15092 train 0.053845 15093 train 0.062318 15094 train 0.057821 15095 train 0.056284 15096 train 0.062355 15097 train 0.056195 15098 train 0.052398 15099 train 0.054431 15100 val 17.8084 15100 train 0.053697 15101 train 0.054230 15102 train 0.054791 15103 train 0.053121 15104 train 0.054647 15105 train 0.059079 15106 train 0.056365 15107 train 0.055692 15108 train 0.058062 15109 train 0.057388 15110 train 0.056343 15111 train 0.055177 15112 train 0.059954 15113 train 0.062136 15114 train 0.061509 15115 train 0.061905 15116 train 0.056854 15117 train 0.062793 15118 train 0.053137 15119 train 0.058872 15120 train 0.057275 15121 train 0.051453 15122 train 0.057012 15123 train 0.058690 15124 train 0.053008 15125 val 17.8036 15125 train 0.055546 15126 train 0.063792 15127 train 0.061829 15128 train 0.061059 15129 train 0.066499 15130 train 0.055587 15131 train 0.061331 15132 train 0.066050 15133 train 0.055316 15134 train 0.052208 15135 train 0.056342 15136 train 0.057888 15137 train 0.050521 15138 train 0.056913 15139 train 0.056068 15140 train 0.057166 15141 train 0.053676 15142 train 0.055218 15143 train 0.056970 15144 train 0.054999 15145 train 0.057426 15146 train 0.057859 15147 train 0.054072 15148 train 0.061973 15149 train 0.059105 15150 val 17.7872 15150 train 0.063139 15151 train 0.057153 15152 train 0.054201 15153 train 0.058295 15154 train 0.058254 15155 train 0.061086 15156 train 0.057145 15157 train 0.052248 15158 train 0.055500 15159 train 0.062847 15160 train 0.053412 15161 train 0.056464 15162 train 0.052206 15163 train 0.053703 15164 train 0.055111 15165 train 0.060681 15166 train 0.057172 15167 train 0.062658 15168 train 0.058398 15169 train 0.057467 15170 train 0.055222 15171 train 0.058146 15172 train 0.059112 15173 train 0.055134 15174 train 0.056440 15175 val 17.8188 15175 train 0.053068 15176 train 0.056265 15177 train 0.056140 15178 train 0.056010 15179 train 0.055606 15180 train 0.058535 15181 train 0.050004 15182 train 0.058137 15183 train 0.055981 15184 train 0.055766 15185 train 0.054665 15186 train 0.056638 15187 train 0.060333 15188 train 0.053393 15189 train 0.058583 15190 train 0.059609 15191 train 0.057118 15192 train 0.058215 15193 train 0.055752 15194 train 0.055854 15195 train 0.062784 15196 train 0.049547 15197 train 0.054731 15198 train 0.052960 15199 train 0.055143 15200 val 17.8795 15200 train 0.053547 15201 train 0.058240 15202 train 0.060720 15203 train 0.053801 15204 train 0.056098 15205 train 0.060237 15206 train 0.055894 15207 train 0.055268 15208 train 0.052670 15209 train 0.058019 15210 train 0.057196 15211 train 0.053201 15212 train 0.054795 15213 train 0.055278 15214 train 0.052801 15215 train 0.061382 15216 train 0.053377 15217 train 0.048984 15218 train 0.052469 15219 train 0.060098 15220 train 0.055112 15221 train 0.052664 15222 train 0.051551 15223 train 0.050253 15224 train 0.052021 15225 val 17.8482 15225 train 0.057926 15226 train 0.058293 15227 train 0.052229 15228 train 0.057047 15229 train 0.060457 15230 train 0.059451 15231 train 0.060927 15232 train 0.060902 15233 train 0.058922 15234 train 0.063963 15235 train 0.051069 15236 train 0.052493 15237 train 0.061075 15238 train 0.053253 15239 train 0.056663 15240 train 0.051556 15241 train 0.059679 15242 train 0.057631 15243 train 0.061732 15244 train 0.060090 15245 train 0.058039 15246 train 0.058862 15247 train 0.052031 15248 train 0.057885 15249 train 0.056644 15250 val 17.9845 15250 train 0.054899 15251 train 0.055845 15252 train 0.055601 15253 train 0.054162 15254 train 0.056741 15255 train 0.054706 15256 train 0.055786 15257 train 0.062469 15258 train 0.059004 15259 train 0.051359 15260 train 0.055754 15261 train 0.055487 15262 train 0.064255 15263 train 0.054910 15264 train 0.053443 15265 train 0.055709 15266 train 0.056284 15267 train 0.059861 15268 train 0.054897 15269 train 0.056416 15270 train 0.061149 15271 train 0.053815 15272 train 0.054157 15273 train 0.059013 15274 train 0.056529 15275 val 17.9108 15275 train 0.057916 15276 train 0.054444 15277 train 0.056324 15278 train 0.054540 15279 train 0.060821 15280 train 0.060040 15281 train 0.057982 15282 train 0.056566 15283 train 0.052638 15284 train 0.058219 15285 train 0.059308 15286 train 0.053719 15287 train 0.062098 15288 train 0.060724 15289 train 0.052522 15290 train 0.058330 15291 train 0.055407 15292 train 0.054745 15293 train 0.061920 15294 train 0.058268 15295 train 0.057207 15296 train 0.057695 15297 train 0.054437 15298 train 0.056257 15299 train 0.056719 15300 val 17.8420 15300 train 0.056466 15301 train 0.053551 15302 train 0.055244 15303 train 0.055907 15304 train 0.060619 15305 train 0.060064 15306 train 0.057202 15307 train 0.050775 15308 train 0.056981 15309 train 0.061696 15310 train 0.056573 15311 train 0.061074 15312 train 0.056448 15313 train 0.062219 15314 train 0.055080 15315 train 0.059503 15316 train 0.054525 15317 train 0.051962 15318 train 0.058658 15319 train 0.056720 15320 train 0.059395 15321 train 0.062080 15322 train 0.057483 15323 train 0.058197 15324 train 0.056887 15325 val 17.9470 15325 train 0.058773 15326 train 0.060788 15327 train 0.057474 15328 train 0.062758 15329 train 0.063749 15330 train 0.066116 15331 train 0.055471 15332 train 0.061306 15333 train 0.059638 15334 train 0.056653 15335 train 0.056009 15336 train 0.058062 15337 train 0.054190 15338 train 0.054124 15339 train 0.056267 15340 train 0.062541 15341 train 0.054587 15342 train 0.056312 15343 train 0.060739 15344 train 0.059764 15345 train 0.070259 15346 train 0.062315 15347 train 0.053885 15348 train 0.059270 15349 train 0.060187 15350 val 17.8224 15350 train 0.062876 15351 train 0.057903 15352 train 0.058001 15353 train 0.057195 15354 train 0.058582 15355 train 0.055215 15356 train 0.054716 15357 train 0.057641 15358 train 0.054065 15359 train 0.055679 15360 train 0.056543 15361 train 0.055591 15362 train 0.058132 15363 train 0.060615 15364 train 0.056931 15365 train 0.058718 15366 train 0.060116 15367 train 0.065097 15368 train 0.061689 15369 train 0.058566 15370 train 0.058972 15371 train 0.057901 15372 train 0.058427 15373 train 0.055782 15374 train 0.055196 15375 val 17.9872 15375 train 0.053775 15376 train 0.059528 15377 train 0.052462 15378 train 0.055701 15379 train 0.058199 15380 train 0.057469 15381 train 0.068252 15382 train 0.055341 15383 train 0.056159 15384 train 0.058304 15385 train 0.066365 15386 train 0.062482 15387 train 0.059631 15388 train 0.057140 15389 train 0.057842 15390 train 0.061103 15391 train 0.059213 15392 train 0.057377 15393 train 0.057236 15394 train 0.052550 15395 train 0.058466 15396 train 0.057135 15397 train 0.056302 15398 train 0.050390 15399 train 0.057664 15400 val 18.0089 15400 train 0.061258 15401 train 0.054074 15402 train 0.058339 15403 train 0.056544 15404 train 0.068228 15405 train 0.061480 15406 train 0.056458 15407 train 0.058355 15408 train 0.057430 15409 train 0.054164 15410 train 0.060706 15411 train 0.059135 15412 train 0.062093 15413 train 0.055961 15414 train 0.053117 15415 train 0.051635 15416 train 0.051664 15417 train 0.054486 15418 train 0.050402 15419 train 0.054613 15420 train 0.057312 15421 train 0.055383 15422 train 0.062787 15423 train 0.060653 15424 train 0.056065 15425 val 17.8788 15425 train 0.053017 15426 train 0.053383 15427 train 0.053780 15428 train 0.055451 15429 train 0.054256 15430 train 0.051607 15431 train 0.055895 15432 train 0.055650 15433 train 0.052745 15434 train 0.049571 15435 train 0.057470 15436 train 0.054975 15437 train 0.052589 15438 train 0.052852 15439 train 0.058782 15440 train 0.053520 15441 train 0.054069 15442 train 0.053489 15443 train 0.057982 15444 train 0.051349 15445 train 0.055508 15446 train 0.056949 15447 train 0.059269 15448 train 0.057865 15449 train 0.052577 15450 val 17.9754 15450 train 0.055552 15451 train 0.052505 15452 train 0.050415 15453 train 0.047671 15454 train 0.053078 15455 train 0.051284 15456 train 0.055010 15457 train 0.052190 15458 train 0.059244 15459 train 0.058673 15460 train 0.055091 15461 train 0.057322 15462 train 0.054035 15463 train 0.055251 15464 train 0.056367 15465 train 0.065554 15466 train 0.053197 15467 train 0.060269 15468 train 0.054901 15469 train 0.061470 15470 train 0.058458 15471 train 0.061067 15472 train 0.057520 15473 train 0.058587 15474 train 0.062887 15475 val 17.9327 15475 train 0.060217 15476 train 0.051999 15477 train 0.065022 15478 train 0.055387 15479 train 0.050560 15480 train 0.049689 15481 train 0.056178 15482 train 0.056028 15483 train 0.059126 15484 train 0.058971 15485 train 0.058367 15486 train 0.059959 15487 train 0.051098 15488 train 0.057679 15489 train 0.055618 15490 train 0.053026 15491 train 0.055181 15492 train 0.056195 15493 train 0.057696 15494 train 0.054820 15495 train 0.056815 15496 train 0.057146 15497 train 0.056986 15498 train 0.050050 15499 train 0.057006 15500 val 17.9382 15500 train 0.060230 15501 train 0.059084 15502 train 0.057637 15503 train 0.075913 15504 train 0.058438 15505 train 0.059382 15506 train 0.056635 15507 train 0.063255 15508 train 0.064983 15509 train 0.059352 15510 train 0.064778 15511 train 0.057667 15512 train 0.057169 15513 train 0.061693 15514 train 0.064985 15515 train 0.056443 15516 train 0.058821 15517 train 0.054944 15518 train 0.054649 15519 train 0.060550 15520 train 0.057697 15521 train 0.056986 15522 train 0.052254 15523 train 0.055048 15524 train 0.060188 15525 val 17.8186 15525 train 0.052640 15526 train 0.054613 15527 train 0.059538 15528 train 0.060790 15529 train 0.054358 15530 train 0.054782 15531 train 0.053991 15532 train 0.057075 15533 train 0.062019 15534 train 0.055524 15535 train 0.049248 15536 train 0.051612 15537 train 0.052921 15538 train 0.055634 15539 train 0.051750 15540 train 0.051171 15541 train 0.056014 15542 train 0.059387 15543 train 0.054505 15544 train 0.060106 15545 train 0.060271 15546 train 0.063152 15547 train 0.056957 15548 train 0.056730 15549 train 0.065257 15550 val 17.8955 15550 train 0.058141 15551 train 0.055605 15552 train 0.054666 15553 train 0.057132 15554 train 0.061282 15555 train 0.054199 15556 train 0.058234 15557 train 0.054281 15558 train 0.056409 15559 train 0.056860 15560 train 0.056052 15561 train 0.054284 15562 train 0.054852 15563 train 0.057984 15564 train 0.058570 15565 train 0.059644 15566 train 0.058579 15567 train 0.056495 15568 train 0.057034 15569 train 0.057825 15570 train 0.052547 15571 train 0.052297 15572 train 0.055161 15573 train 0.052463 15574 train 0.057438 15575 val 17.9780 15575 train 0.060862 15576 train 0.052333 15577 train 0.052720 15578 train 0.056145 15579 train 0.049793 15580 train 0.058913 15581 train 0.055255 15582 train 0.055844 15583 train 0.053751 15584 train 0.059959 15585 train 0.064215 15586 train 0.056600 15587 train 0.054815 15588 train 0.060285 15589 train 0.057685 15590 train 0.055213 15591 train 0.054836 15592 train 0.059846 15593 train 0.052455 15594 train 0.053389 15595 train 0.060598 15596 train 0.054962 15597 train 0.054086 15598 train 0.057369 15599 train 0.053512 15600 val 17.8437 15600 train 0.061217 15601 train 0.058045 15602 train 0.058328 15603 train 0.054824 15604 train 0.053111 15605 train 0.052840 15606 train 0.052862 15607 train 0.054197 15608 train 0.059414 15609 train 0.051289 15610 train 0.054081 15611 train 0.055799 15612 train 0.053308 15613 train 0.052697 15614 train 0.056325 15615 train 0.047355 15616 train 0.053097 15617 train 0.050334 15618 train 0.051856 15619 train 0.053246 15620 train 0.055341 15621 train 0.060118 15622 train 0.059750 15623 train 0.051643 15624 train 0.059314 15625 val 17.8685 15625 train 0.058492 15626 train 0.058717 15627 train 0.056857 15628 train 0.058504 15629 train 0.053251 15630 train 0.054916 15631 train 0.061013 15632 train 0.049220 15633 train 0.054836 15634 train 0.054450 15635 train 0.048494 15636 train 0.054279 15637 train 0.057421 15638 train 0.053857 15639 train 0.057365 15640 train 0.057014 15641 train 0.054243 15642 train 0.054744 15643 train 0.050885 15644 train 0.056144 15645 train 0.049714 15646 train 0.058125 15647 train 0.057817 15648 train 0.053398 15649 train 0.057545 15650 val 18.0443 15650 train 0.057014 15651 train 0.051470 15652 train 0.055812 15653 train 0.050854 15654 train 0.050628 15655 train 0.051524 15656 train 0.053624 15657 train 0.059863 15658 train 0.050595 15659 train 0.054063 15660 train 0.054009 15661 train 0.058496 15662 train 0.057601 15663 train 0.061800 15664 train 0.053532 15665 train 0.054797 15666 train 0.057346 15667 train 0.067895 15668 train 0.056718 15669 train 0.064406 15670 train 0.055840 15671 train 0.051641 15672 train 0.059706 15673 train 0.053831 15674 train 0.052081 15675 val 17.9216 15675 train 0.056097 15676 train 0.059261 15677 train 0.054426 15678 train 0.053799 15679 train 0.048675 15680 train 0.055234 15681 train 0.056095 15682 train 0.052446 15683 train 0.055441 15684 train 0.056170 15685 train 0.061501 15686 train 0.053958 15687 train 0.053712 15688 train 0.061725 15689 train 0.056807 15690 train 0.056409 15691 train 0.050389 15692 train 0.054116 15693 train 0.055782 15694 train 0.055581 15695 train 0.056808 15696 train 0.052548 15697 train 0.054414 15698 train 0.048776 15699 train 0.061784 15700 val 17.9170 15700 train 0.050983 15701 train 0.055410 15702 train 0.054864 15703 train 0.052452 15704 train 0.054566 15705 train 0.067611 15706 train 0.057580 15707 train 0.056583 15708 train 0.059502 15709 train 0.051542 15710 train 0.052819 15711 train 0.058286 15712 train 0.055830 15713 train 0.051078 15714 train 0.056082 15715 train 0.054691 15716 train 0.056032 15717 train 0.056147 15718 train 0.054634 15719 train 0.049793 15720 train 0.054375 15721 train 0.063970 15722 train 0.053005 15723 train 0.055648 15724 train 0.056875 15725 val 17.9236 15725 train 0.058161 15726 train 0.061929 15727 train 0.053857 15728 train 0.053487 15729 train 0.071154 15730 train 0.058056 15731 train 0.057898 15732 train 0.056045 15733 train 0.052821 15734 train 0.049536 15735 train 0.056207 15736 train 0.066709 15737 train 0.058031 15738 train 0.050516 15739 train 0.054721 15740 train 0.051790 15741 train 0.058308 15742 train 0.064332 15743 train 0.055012 15744 train 0.055429 15745 train 0.052958 15746 train 0.054066 15747 train 0.054267 15748 train 0.054211 15749 train 0.050165 15750 val 17.8767 15750 train 0.055971 15751 train 0.053559 15752 train 0.057563 15753 train 0.055026 15754 train 0.054912 15755 train 0.051586 15756 train 0.053395 15757 train 0.059161 15758 train 0.055456 15759 train 0.051160 15760 train 0.047944 15761 train 0.050674 15762 train 0.050751 15763 train 0.058304 15764 train 0.055270 15765 train 0.064107 15766 train 0.049638 15767 train 0.058434 15768 train 0.059028 15769 train 0.055389 15770 train 0.051924 15771 train 0.053400 15772 train 0.053126 15773 train 0.056380 15774 train 0.050254 15775 val 17.8960 15775 train 0.054804 15776 train 0.058904 15777 train 0.063398 15778 train 0.056635 15779 train 0.054006 15780 train 0.056686 15781 train 0.054208 15782 train 0.054219 15783 train 0.054323 15784 train 0.053404 15785 train 0.053865 15786 train 0.062098 15787 train 0.051840 15788 train 0.051044 15789 train 0.054342 15790 train 0.056577 15791 train 0.054412 15792 train 0.051189 15793 train 0.054936 15794 train 0.055377 15795 train 0.050876 15796 train 0.051857 15797 train 0.053712 15798 train 0.047621 15799 train 0.055209 15800 val 17.8910 15800 train 0.057525 15801 train 0.057626 15802 train 0.051425 15803 train 0.057452 15804 train 0.058334 15805 train 0.055632 15806 train 0.053346 15807 train 0.052907 15808 train 0.050705 15809 train 0.060166 15810 train 0.050715 15811 train 0.052379 15812 train 0.053638 15813 train 0.058608 15814 train 0.058739 15815 train 0.053534 15816 train 0.053524 15817 train 0.058699 15818 train 0.049306 15819 train 0.052462 15820 train 0.052850 15821 train 0.052154 15822 train 0.060189 15823 train 0.059586 15824 train 0.056729 15825 val 17.9260 15825 train 0.054426 15826 train 0.050379 15827 train 0.053142 15828 train 0.048548 15829 train 0.049439 15830 train 0.048232 15831 train 0.050367 15832 train 0.052640 15833 train 0.053146 15834 train 0.049188 15835 train 0.052122 15836 train 0.052093 15837 train 0.050492 15838 train 0.051781 15839 train 0.050406 15840 train 0.054833 15841 train 0.057738 15842 train 0.054078 15843 train 0.054399 15844 train 0.052614 15845 train 0.069412 15846 train 0.050176 15847 train 0.046002 15848 train 0.052328 15849 train 0.054919 15850 val 17.9507 15850 train 0.053125 15851 train 0.059482 15852 train 0.057405 15853 train 0.051971 15854 train 0.053213 15855 train 0.056382 15856 train 0.057772 15857 train 0.050935 15858 train 0.057557 15859 train 0.061322 15860 train 0.050863 15861 train 0.049616 15862 train 0.053754 15863 train 0.051731 15864 train 0.051853 15865 train 0.049302 15866 train 0.054581 15867 train 0.053547 15868 train 0.052526 15869 train 0.050158 15870 train 0.052434 15871 train 0.051150 15872 train 0.050706 15873 train 0.048195 15874 train 0.053633 15875 val 17.9393 15875 train 0.050518 15876 train 0.054343 15877 train 0.051027 15878 train 0.057097 15879 train 0.058729 15880 train 0.061123 15881 train 0.056815 15882 train 0.057662 15883 train 0.056413 15884 train 0.059631 15885 train 0.053339 15886 train 0.053866 15887 train 0.055621 15888 train 0.050803 15889 train 0.055182 15890 train 0.056569 15891 train 0.057662 15892 train 0.060340 15893 train 0.056009 15894 train 0.054966 15895 train 0.054610 15896 train 0.053297 15897 train 0.053950 15898 train 0.054253 15899 train 0.056593 15900 val 18.0347 15900 train 0.051979 15901 train 0.056047 15902 train 0.055556 15903 train 0.057081 15904 train 0.050281 15905 train 0.060113 15906 train 0.051156 15907 train 0.053359 15908 train 0.050085 15909 train 0.051787 15910 train 0.045087 15911 train 0.053926 15912 train 0.056173 15913 train 0.055181 15914 train 0.059730 15915 train 0.051467 15916 train 0.060061 15917 train 0.053246 15918 train 0.059910 15919 train 0.057353 15920 train 0.056846 15921 train 0.056140 15922 train 0.059752 15923 train 0.056040 15924 train 0.051818 15925 val 17.9778 15925 train 0.053192 15926 train 0.057402 15927 train 0.058078 15928 train 0.050989 15929 train 0.049795 15930 train 0.052967 15931 train 0.054260 15932 train 0.048382 15933 train 0.052871 15934 train 0.055504 15935 train 0.053562 15936 train 0.056473 15937 train 0.055009 15938 train 0.062045 15939 train 0.058984 15940 train 0.052108 15941 train 0.059845 15942 train 0.058334 15943 train 0.058868 15944 train 0.055061 15945 train 0.056316 15946 train 0.053848 15947 train 0.058253 15948 train 0.051932 15949 train 0.053777 15950 val 17.8572 15950 train 0.053465 15951 train 0.055124 15952 train 0.053502 15953 train 0.049780 15954 train 0.055278 15955 train 0.058215 15956 train 0.050963 15957 train 0.047890 15958 train 0.058763 15959 train 0.048699 15960 train 0.056206 15961 train 0.064399 15962 train 0.058153 15963 train 0.056590 15964 train 0.051986 15965 train 0.048395 15966 train 0.051061 15967 train 0.053325 15968 train 0.049789 15969 train 0.056478 15970 train 0.052210 15971 train 0.050941 15972 train 0.054178 15973 train 0.051597 15974 train 0.059124 15975 val 17.9926 15975 train 0.059766 15976 train 0.057416 15977 train 0.057410 15978 train 0.055749 15979 train 0.049462 15980 train 0.054010 15981 train 0.053036 15982 train 0.056933 15983 train 0.053356 15984 train 0.049456 15985 train 0.053015 15986 train 0.048523 15987 train 0.055641 15988 train 0.051127 15989 train 0.052972 15990 train 0.050969 15991 train 0.052826 15992 train 0.053158 15993 train 0.053034 15994 train 0.054316 15995 train 0.055191 15996 train 0.055574 15997 train 0.053568 15998 train 0.057181 15999 train 0.057116 16000 val 17.9017 16000 train 0.053214 16001 train 0.056631 16002 train 0.055235 16003 train 0.055185 16004 train 0.058119 16005 train 0.057033 16006 train 0.048920 16007 train 0.053440 16008 train 0.050946 16009 train 0.047512 16010 train 0.049546 16011 train 0.049331 16012 train 0.050262 16013 train 0.055590 16014 train 0.058506 16015 train 0.056052 16016 train 0.058500 16017 train 0.051232 16018 train 0.061019 16019 train 0.053609 16020 train 0.051763 16021 train 0.051304 16022 train 0.051575 16023 train 0.051910 16024 train 0.051770 16025 val 17.8872 16025 train 0.058077 16026 train 0.061620 16027 train 0.049479 16028 train 0.053126 16029 train 0.057228 16030 train 0.052117 16031 train 0.055889 16032 train 0.059237 16033 train 0.056372 16034 train 0.057371 16035 train 0.059416 16036 train 0.054187 16037 train 0.062042 16038 train 0.053217 16039 train 0.051689 16040 train 0.054788 16041 train 0.056346 16042 train 0.053291 16043 train 0.055146 16044 train 0.056262 16045 train 0.055383 16046 train 0.051599 16047 train 0.051732 16048 train 0.047674 16049 train 0.050250 16050 val 17.9771 16050 train 0.056729 16051 train 0.049496 16052 train 0.050861 16053 train 0.055720 16054 train 0.058943 16055 train 0.050934 16056 train 0.060086 16057 train 0.057186 16058 train 0.058133 16059 train 0.054604 16060 train 0.053740 16061 train 0.055920 16062 train 0.062291 16063 train 0.051701 16064 train 0.052125 16065 train 0.054935 16066 train 0.054480 16067 train 0.054332 16068 train 0.055424 16069 train 0.062574 16070 train 0.057677 16071 train 0.052064 16072 train 0.059376 16073 train 0.055500 16074 train 0.054607 16075 val 17.9574 16075 train 0.053055 16076 train 0.057615 16077 train 0.057381 16078 train 0.054075 16079 train 0.055798 16080 train 0.055054 16081 train 0.053738 16082 train 0.049342 16083 train 0.049246 16084 train 0.054536 16085 train 0.051896 16086 train 0.048371 16087 train 0.049001 16088 train 0.048647 16089 train 0.047380 16090 train 0.049099 16091 train 0.049112 16092 train 0.055245 16093 train 0.058567 16094 train 0.054271 16095 train 0.058650 16096 train 0.049587 16097 train 0.053323 16098 train 0.056123 16099 train 0.050845 16100 val 17.9425 16100 train 0.056233 16101 train 0.057472 16102 train 0.054819 16103 train 0.055566 16104 train 0.051929 16105 train 0.055617 16106 train 0.050719 16107 train 0.048288 16108 train 0.053552 16109 train 0.054885 16110 train 0.051797 16111 train 0.056736 16112 train 0.060193 16113 train 0.053316 16114 train 0.051599 16115 train 0.049175 16116 train 0.055552 16117 train 0.053202 16118 train 0.053422 16119 train 0.051755 16120 train 0.053252 16121 train 0.053585 16122 train 0.050181 16123 train 0.054941 16124 train 0.058298 16125 val 18.0390 16125 train 0.050468 16126 train 0.051107 16127 train 0.052745 16128 train 0.057611 16129 train 0.050846 16130 train 0.051446 16131 train 0.058567 16132 train 0.053595 16133 train 0.053541 16134 train 0.055315 16135 train 0.059864 16136 train 0.055026 16137 train 0.059997 16138 train 0.057881 16139 train 0.056889 16140 train 0.056912 16141 train 0.052527 16142 train 0.046755 16143 train 0.052699 16144 train 0.059676 16145 train 0.055459 16146 train 0.052205 16147 train 0.056914 16148 train 0.055351 16149 train 0.049429 16150 val 17.9193 16150 train 0.054947 16151 train 0.053724 16152 train 0.056022 16153 train 0.050695 16154 train 0.049563 16155 train 0.057541 16156 train 0.052810 16157 train 0.050491 16158 train 0.049300 16159 train 0.050946 16160 train 0.051332 16161 train 0.055976 16162 train 0.058602 16163 train 0.052506 16164 train 0.057639 16165 train 0.048373 16166 train 0.050337 16167 train 0.051991 16168 train 0.053384 16169 train 0.055249 16170 train 0.056507 16171 train 0.054926 16172 train 0.050910 16173 train 0.058592 16174 train 0.055703 16175 val 17.9090 16175 train 0.056056 16176 train 0.052272 16177 train 0.048466 16178 train 0.050543 16179 train 0.062799 16180 train 0.057414 16181 train 0.053908 16182 train 0.055869 16183 train 0.051262 16184 train 0.049797 16185 train 0.047691 16186 train 0.050321 16187 train 0.050822 16188 train 0.053104 16189 train 0.051718 16190 train 0.054032 16191 train 0.053115 16192 train 0.053527 16193 train 0.049085 16194 train 0.049242 16195 train 0.049506 16196 train 0.054172 16197 train 0.055250 16198 train 0.060444 16199 train 0.052399 16200 val 17.9392 16200 train 0.059853 16201 train 0.056203 16202 train 0.054622 16203 train 0.053586 16204 train 0.057427 16205 train 0.053001 16206 train 0.054102 16207 train 0.053311 16208 train 0.051958 16209 train 0.055949 16210 train 0.052231 16211 train 0.056299 16212 train 0.049326 16213 train 0.051759 16214 train 0.047446 16215 train 0.057087 16216 train 0.057377 16217 train 0.054295 16218 train 0.058307 16219 train 0.052449 16220 train 0.053821 16221 train 0.056259 16222 train 0.051833 16223 train 0.055160 16224 train 0.051440 16225 val 17.9958 16225 train 0.048252 16226 train 0.048991 16227 train 0.053860 16228 train 0.054179 16229 train 0.056796 16230 train 0.056709 16231 train 0.054042 16232 train 0.054795 16233 train 0.051207 16234 train 0.057111 16235 train 0.052559 16236 train 0.055538 16237 train 0.059088 16238 train 0.054077 16239 train 0.050312 16240 train 0.062694 16241 train 0.053903 16242 train 0.048750 16243 train 0.049484 16244 train 0.057583 16245 train 0.052351 16246 train 0.047635 16247 train 0.052982 16248 train 0.050712 16249 train 0.052102 16250 val 17.9174 16250 train 0.056000 16251 train 0.054704 16252 train 0.053060 16253 train 0.051048 16254 train 0.051688 16255 train 0.050590 16256 train 0.051661 16257 train 0.053733 16258 train 0.059406 16259 train 0.057224 16260 train 0.047704 16261 train 0.051217 16262 train 0.052247 16263 train 0.052166 16264 train 0.049307 16265 train 0.058543 16266 train 0.052481 16267 train 0.056427 16268 train 0.064982 16269 train 0.051182 16270 train 0.057267 16271 train 0.055709 16272 train 0.050867 16273 train 0.059681 16274 train 0.059271 16275 val 17.9088 16275 train 0.060883 16276 train 0.056522 16277 train 0.056170 16278 train 0.051549 16279 train 0.053474 16280 train 0.055363 16281 train 0.051843 16282 train 0.051220 16283 train 0.051434 16284 train 0.050725 16285 train 0.049168 16286 train 0.047488 16287 train 0.052385 16288 train 0.051079 16289 train 0.051004 16290 train 0.054309 16291 train 0.055139 16292 train 0.053502 16293 train 0.055696 16294 train 0.053570 16295 train 0.047788 16296 train 0.051552 16297 train 0.058170 16298 train 0.055080 16299 train 0.051426 16300 val 18.0491 16300 train 0.053751 16301 train 0.055975 16302 train 0.055520 16303 train 0.053637 16304 train 0.046759 16305 train 0.046469 16306 train 0.055087 16307 train 0.056121 16308 train 0.054033 16309 train 0.051008 16310 train 0.052609 16311 train 0.054880 16312 train 0.058704 16313 train 0.057072 16314 train 0.051541 16315 train 0.055719 16316 train 0.056493 16317 train 0.052082 16318 train 0.053954 16319 train 0.054129 16320 train 0.055133 16321 train 0.049742 16322 train 0.047006 16323 train 0.052105 16324 train 0.051383 16325 val 17.9341 16325 train 0.048419 16326 train 0.046957 16327 train 0.048274 16328 train 0.049702 16329 train 0.052240 16330 train 0.052757 16331 train 0.055294 16332 train 0.055975 16333 train 0.055573 16334 train 0.055656 16335 train 0.054132 16336 train 0.053292 16337 train 0.058460 16338 train 0.052663 16339 train 0.054464 16340 train 0.052569 16341 train 0.053611 16342 train 0.052376 16343 train 0.048155 16344 train 0.046649 16345 train 0.047004 16346 train 0.054135 16347 train 0.053318 16348 train 0.052757 16349 train 0.056652 16350 val 17.9626 16350 train 0.055715 16351 train 0.052430 16352 train 0.055434 16353 train 0.052095 16354 train 0.054754 16355 train 0.050871 16356 train 0.059041 16357 train 0.050201 16358 train 0.054494 16359 train 0.051761 16360 train 0.053361 16361 train 0.055473 16362 train 0.056470 16363 train 0.049780 16364 train 0.051092 16365 train 0.051191 16366 train 0.052440 16367 train 0.050099 16368 train 0.055427 16369 train 0.053511 16370 train 0.052043 16371 train 0.054499 16372 train 0.055355 16373 train 0.052105 16374 train 0.054269 16375 val 17.9992 16375 train 0.050368 16376 train 0.052662 16377 train 0.057629 16378 train 0.052377 16379 train 0.053383 16380 train 0.052318 16381 train 0.051334 16382 train 0.050840 16383 train 0.044320 16384 train 0.048763 16385 train 0.050274 16386 train 0.050265 16387 train 0.052553 16388 train 0.051671 16389 train 0.055306 16390 train 0.056322 16391 train 0.058975 16392 train 0.072086 16393 train 0.057422 16394 train 0.056216 16395 train 0.050489 16396 train 0.056920 16397 train 0.052033 16398 train 0.059373 16399 train 0.050566 16400 val 17.9782 16400 train 0.058176 16401 train 0.051810 16402 train 0.055403 16403 train 0.048740 16404 train 0.052203 16405 train 0.051815 16406 train 0.055392 16407 train 0.054865 16408 train 0.051167 16409 train 0.054314 16410 train 0.050555 16411 train 0.051414 16412 train 0.058538 16413 train 0.054789 16414 train 0.051453 16415 train 0.057402 16416 train 0.052332 16417 train 0.052486 16418 train 0.055703 16419 train 0.051882 16420 train 0.057581 16421 train 0.050345 16422 train 0.049967 16423 train 0.053709 16424 train 0.055789 16425 val 17.9155 16425 train 0.053744 16426 train 0.053143 16427 train 0.053778 16428 train 0.057606 16429 train 0.057510 16430 train 0.051090 16431 train 0.055163 16432 train 0.056949 16433 train 0.053710 16434 train 0.078601 16435 train 0.049343 16436 train 0.051698 16437 train 0.051811 16438 train 0.058499 16439 train 0.054494 16440 train 0.052685 16441 train 0.051342 16442 train 0.047255 16443 train 0.048350 16444 train 0.051113 16445 train 0.048412 16446 train 0.052531 16447 train 0.054349 16448 train 0.055322 16449 train 0.054786 16450 val 17.9648 16450 train 0.054430 16451 train 0.052719 16452 train 0.066656 16453 train 0.048160 16454 train 0.053202 16455 train 0.049937 16456 train 0.055496 16457 train 0.056101 16458 train 0.056232 16459 train 0.055742 16460 train 0.047871 16461 train 0.058521 16462 train 0.050914 16463 train 0.051352 16464 train 0.061925 16465 train 0.054204 16466 train 0.053748 16467 train 0.049413 16468 train 0.049901 16469 train 0.049571 16470 train 0.052701 16471 train 0.050492 16472 train 0.051667 16473 train 0.051344 16474 train 0.056975 16475 val 17.9455 16475 train 0.052357 16476 train 0.055282 16477 train 0.047541 16478 train 0.047189 16479 train 0.047189 16480 train 0.052596 16481 train 0.047101 16482 train 0.051337 16483 train 0.048119 16484 train 0.047086 16485 train 0.056077 16486 train 0.052852 16487 train 0.052055 16488 train 0.049558 16489 train 0.052230 16490 train 0.056419 16491 train 0.050868 16492 train 0.049815 16493 train 0.051567 16494 train 0.052750 16495 train 0.055892 16496 train 0.050350 16497 train 0.050637 16498 train 0.052297 16499 train 0.059339 16500 val 17.9455 16500 train 0.061909 16501 train 0.050355 16502 train 0.047149 16503 train 0.051878 16504 train 0.051848 16505 train 0.047741 16506 train 0.049056 16507 train 0.051055 16508 train 0.053052 16509 train 0.053761 16510 train 0.056396 16511 train 0.052509 16512 train 0.050971 16513 train 0.045927 16514 train 0.054513 16515 train 0.051296 16516 train 0.055082 16517 train 0.054607 16518 train 0.051516 16519 train 0.052198 16520 train 0.050597 16521 train 0.052683 16522 train 0.049884 16523 train 0.050753 16524 train 0.047867 16525 val 17.9832 16525 train 0.048638 16526 train 0.047484 16527 train 0.050898 16528 train 0.055207 16529 train 0.052552 16530 train 0.054075 16531 train 0.060974 16532 train 0.055229 16533 train 0.051319 16534 train 0.053534 16535 train 0.060304 16536 train 0.061320 16537 train 0.055233 16538 train 0.052898 16539 train 0.059181 16540 train 0.060149 16541 train 0.051978 16542 train 0.054693 16543 train 0.048111 16544 train 0.049740 16545 train 0.054395 16546 train 0.055403 16547 train 0.054486 16548 train 0.051178 16549 train 0.048247 16550 val 17.9889 16550 train 0.052650 16551 train 0.048783 16552 train 0.053023 16553 train 0.052206 16554 train 0.053070 16555 train 0.054271 16556 train 0.052096 16557 train 0.056993 16558 train 0.049928 16559 train 0.049230 16560 train 0.049058 16561 train 0.049981 16562 train 0.050409 16563 train 0.046133 16564 train 0.049841 16565 train 0.053370 16566 train 0.050154 16567 train 0.053946 16568 train 0.051415 16569 train 0.052668 16570 train 0.053853 16571 train 0.053687 16572 train 0.051914 16573 train 0.054021 16574 train 0.055803 16575 val 17.9246 16575 train 0.049777 16576 train 0.056037 16577 train 0.053883 16578 train 0.051447 16579 train 0.050218 16580 train 0.051079 16581 train 0.049490 16582 train 0.046885 16583 train 0.049184 16584 train 0.052980 16585 train 0.054406 16586 train 0.051090 16587 train 0.055756 16588 train 0.056056 16589 train 0.060437 16590 train 0.054071 16591 train 0.054110 16592 train 0.052932 16593 train 0.056826 16594 train 0.050323 16595 train 0.049342 16596 train 0.054040 16597 train 0.060179 16598 train 0.054530 16599 train 0.054166 16600 val 17.9894 16600 train 0.049498 16601 train 0.049497 16602 train 0.051516 16603 train 0.048757 16604 train 0.053843 16605 train 0.050965 16606 train 0.055004 16607 train 0.050305 16608 train 0.049731 16609 train 0.051383 16610 train 0.054496 16611 train 0.057617 16612 train 0.061228 16613 train 0.052079 16614 train 0.053125 16615 train 0.053006 16616 train 0.055753 16617 train 0.051604 16618 train 0.050949 16619 train 0.051473 16620 train 0.048542 16621 train 0.050869 16622 train 0.050721 16623 train 0.049768 16624 train 0.054936 16625 val 18.0405 16625 train 0.054775 16626 train 0.061065 16627 train 0.052544 16628 train 0.049762 16629 train 0.061872 16630 train 0.055022 16631 train 0.050871 16632 train 0.053094 16633 train 0.062681 16634 train 0.059524 16635 train 0.050188 16636 train 0.052576 16637 train 0.053441 16638 train 0.052783 16639 train 0.049112 16640 train 0.047061 16641 train 0.047731 16642 train 0.045720 16643 train 0.048940 16644 train 0.052039 16645 train 0.058481 16646 train 0.055390 16647 train 0.053682 16648 train 0.059810 16649 train 0.052445 16650 val 17.9861 16650 train 0.052796 16651 train 0.053381 16652 train 0.055305 16653 train 0.052972 16654 train 0.049478 16655 train 0.057151 16656 train 0.052138 16657 train 0.057023 16658 train 0.054713 16659 train 0.054181 16660 train 0.057549 16661 train 0.048336 16662 train 0.053450 16663 train 0.055988 16664 train 0.052759 16665 train 0.056012 16666 train 0.050322 16667 train 0.050125 16668 train 0.057329 16669 train 0.064021 16670 train 0.055292 16671 train 0.051181 16672 train 0.057970 16673 train 0.058445 16674 train 0.058842 16675 val 18.0382 16675 train 0.059536 16676 train 0.054016 16677 train 0.051069 16678 train 0.053144 16679 train 0.049956 16680 train 0.047125 16681 train 0.050721 16682 train 0.050664 16683 train 0.054437 16684 train 0.054442 16685 train 0.052423 16686 train 0.050942 16687 train 0.058883 16688 train 0.060201 16689 train 0.056082 16690 train 0.053570 16691 train 0.052624 16692 train 0.056011 16693 train 0.052041 16694 train 0.046337 16695 train 0.051332 16696 train 0.052489 16697 train 0.053652 16698 train 0.050015 16699 train 0.052595 16700 val 18.0615 16700 train 0.050090 16701 train 0.047188 16702 train 0.049984 16703 train 0.052696 16704 train 0.051458 16705 train 0.061494 16706 train 0.054518 16707 train 0.056955 16708 train 0.057467 16709 train 0.054066 16710 train 0.056548 16711 train 0.058434 16712 train 0.056179 16713 train 0.054686 16714 train 0.052388 16715 train 0.052011 16716 train 0.054081 16717 train 0.047404 16718 train 0.049727 16719 train 0.052448 16720 train 0.045705 16721 train 0.048236 16722 train 0.046888 16723 train 0.052375 16724 train 0.052307 16725 val 17.9548 16725 train 0.061646 16726 train 0.050292 16727 train 0.054835 16728 train 0.051090 16729 train 0.054846 16730 train 0.053139 16731 train 0.061472 16732 train 0.054503 16733 train 0.052947 16734 train 0.052280 16735 train 0.048916 16736 train 0.049557 16737 train 0.049228 16738 train 0.051784 16739 train 0.052991 16740 train 0.052075 16741 train 0.048761 16742 train 0.048467 16743 train 0.049237 16744 train 0.052418 16745 train 0.057578 16746 train 0.056938 16747 train 0.058484 16748 train 0.052796 16749 train 0.061630 16750 val 17.9336 16750 train 0.055791 16751 train 0.052047 16752 train 0.060669 16753 train 0.050811 16754 train 0.054364 16755 train 0.054323 16756 train 0.047588 16757 train 0.049961 16758 train 0.048004 16759 train 0.051091 16760 train 0.052357 16761 train 0.055604 16762 train 0.049642 16763 train 0.049618 16764 train 0.055679 16765 train 0.054182 16766 train 0.053360 16767 train 0.051601 16768 train 0.052965 16769 train 0.050613 16770 train 0.056226 16771 train 0.045345 16772 train 0.052919 16773 train 0.046444 16774 train 0.054892 16775 val 18.0219 16775 train 0.052941 16776 train 0.053827 16777 train 0.048015 16778 train 0.050966 16779 train 0.049927 16780 train 0.050406 16781 train 0.048442 16782 train 0.051434 16783 train 0.052323 16784 train 0.048473 16785 train 0.052971 16786 train 0.051108 16787 train 0.050494 16788 train 0.054354 16789 train 0.051921 16790 train 0.054899 16791 train 0.058506 16792 train 0.048410 16793 train 0.051085 16794 train 0.048179 16795 train 0.049076 16796 train 0.056691 16797 train 0.051134 16798 train 0.047633 16799 train 0.051864 16800 val 18.0301 16800 train 0.045535 16801 train 0.050629 16802 train 0.049105 16803 train 0.052925 16804 train 0.057466 16805 train 0.051457 16806 train 0.058392 16807 train 0.048504 16808 train 0.051056 16809 train 0.052327 16810 train 0.054497 16811 train 0.046048 16812 train 0.053569 16813 train 0.050001 16814 train 0.052388 16815 train 0.049128 16816 train 0.054945 16817 train 0.056270 16818 train 0.054375 16819 train 0.048580 16820 train 0.049626 16821 train 0.060994 16822 train 0.049992 16823 train 0.055471 16824 train 0.052285 16825 val 18.0903 16825 train 0.052831 16826 train 0.055979 16827 train 0.057759 16828 train 0.053510 16829 train 0.053726 16830 train 0.052623 16831 train 0.052015 16832 train 0.058165 16833 train 0.055974 16834 train 0.054128 16835 train 0.058340 16836 train 0.053239 16837 train 0.051561 16838 train 0.051013 16839 train 0.052203 16840 train 0.046735 16841 train 0.053415 16842 train 0.048531 16843 train 0.048348 16844 train 0.054536 16845 train 0.047363 16846 train 0.057417 16847 train 0.056951 16848 train 0.056031 16849 train 0.052476 16850 val 17.9851 16850 train 0.052021 16851 train 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train 0.058087 16899 train 0.053390 16900 val 18.0338 16900 train 0.053687 16901 train 0.053046 16902 train 0.047632 16903 train 0.051076 16904 train 0.048569 16905 train 0.055483 16906 train 0.052056 16907 train 0.050843 16908 train 0.049537 16909 train 0.050812 16910 train 0.046904 16911 train 0.048061 16912 train 0.052158 16913 train 0.050290 16914 train 0.053773 16915 train 0.052378 16916 train 0.051008 16917 train 0.057639 16918 train 0.049189 16919 train 0.046071 16920 train 0.046749 16921 train 0.048655 16922 train 0.044473 16923 train 0.049627 16924 train 0.047055 16925 val 18.0444 16925 train 0.050513 16926 train 0.048671 16927 train 0.049510 16928 train 0.047740 16929 train 0.067812 16930 train 0.051466 16931 train 0.051945 16932 train 0.054633 16933 train 0.054752 16934 train 0.059679 16935 train 0.055358 16936 train 0.060499 16937 train 0.053536 16938 train 0.052404 16939 train 0.053844 16940 train 0.051425 16941 train 0.048571 16942 train 0.046593 16943 train 0.054591 16944 train 0.051068 16945 train 0.048760 16946 train 0.050839 16947 train 0.045050 16948 train 0.046968 16949 train 0.053506 16950 val 17.9954 16950 train 0.059666 16951 train 0.055200 16952 train 0.052298 16953 train 0.057643 16954 train 0.048299 16955 train 0.050842 16956 train 0.058854 16957 train 0.054503 16958 train 0.050950 16959 train 0.049074 16960 train 0.056288 16961 train 0.051969 16962 train 0.047412 16963 train 0.052391 16964 train 0.053414 16965 train 0.051701 16966 train 0.049609 16967 train 0.051299 16968 train 0.051062 16969 train 0.061030 16970 train 0.060483 16971 train 0.060355 16972 train 0.054103 16973 train 0.053634 16974 train 0.058844 16975 val 17.9783 16975 train 0.055963 16976 train 0.048448 16977 train 0.053147 16978 train 0.058060 16979 train 0.051504 16980 train 0.052456 16981 train 0.052631 16982 train 0.046670 16983 train 0.051547 16984 train 0.046975 16985 train 0.045563 16986 train 0.048572 16987 train 0.059292 16988 train 0.059407 16989 train 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17081 train 0.053550 17082 train 0.048128 17083 train 0.046131 17084 train 0.049016 17085 train 0.053094 17086 train 0.052418 17087 train 0.045078 17088 train 0.048436 17089 train 0.050331 17090 train 0.056346 17091 train 0.050655 17092 train 0.055199 17093 train 0.053049 17094 train 0.054777 17095 train 0.057046 17096 train 0.050390 17097 train 0.073483 17098 train 0.049786 17099 train 0.050799 17100 val 18.0792 17100 train 0.050844 17101 train 0.047056 17102 train 0.053972 17103 train 0.046416 17104 train 0.053348 17105 train 0.049455 17106 train 0.050167 17107 train 0.055629 17108 train 0.051606 17109 train 0.053587 17110 train 0.054000 17111 train 0.052225 17112 train 0.053845 17113 train 0.056746 17114 train 0.055816 17115 train 0.056811 17116 train 0.051063 17117 train 0.052823 17118 train 0.050286 17119 train 0.053563 17120 train 0.050690 17121 train 0.046029 17122 train 0.050107 17123 train 0.046210 17124 train 0.046010 17125 val 18.0909 17125 train 0.046079 17126 train 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train 0.047605 17174 train 0.051520 17175 val 18.0342 17175 train 0.050953 17176 train 0.053854 17177 train 0.052748 17178 train 0.049783 17179 train 0.045739 17180 train 0.049094 17181 train 0.050720 17182 train 0.050008 17183 train 0.049494 17184 train 0.049537 17185 train 0.049638 17186 train 0.061852 17187 train 0.054163 17188 train 0.051429 17189 train 0.053114 17190 train 0.054383 17191 train 0.057135 17192 train 0.046881 17193 train 0.052022 17194 train 0.054330 17195 train 0.055081 17196 train 0.049875 17197 train 0.052870 17198 train 0.050705 17199 train 0.046640 17200 val 18.1575 17200 train 0.049760 17201 train 0.047667 17202 train 0.049439 17203 train 0.045995 17204 train 0.046663 17205 train 0.061878 17206 train 0.043724 17207 train 0.050715 17208 train 0.050405 17209 train 0.047791 17210 train 0.052153 17211 train 0.053120 17212 train 0.052680 17213 train 0.054157 17214 train 0.052920 17215 train 0.049136 17216 train 0.052805 17217 train 0.048327 17218 train 0.055178 17219 train 0.053229 17220 train 0.048760 17221 train 0.052111 17222 train 0.049146 17223 train 0.052954 17224 train 0.053769 17225 val 18.1102 17225 train 0.055555 17226 train 0.049046 17227 train 0.055074 17228 train 0.052187 17229 train 0.051698 17230 train 0.048097 17231 train 0.053350 17232 train 0.045959 17233 train 0.047985 17234 train 0.053171 17235 train 0.050813 17236 train 0.050667 17237 train 0.052520 17238 train 0.047378 17239 train 0.047608 17240 train 0.055215 17241 train 0.047684 17242 train 0.049552 17243 train 0.049567 17244 train 0.047703 17245 train 0.047554 17246 train 0.051232 17247 train 0.052947 17248 train 0.058901 17249 train 0.053935 17250 val 17.9934 17250 train 0.054951 17251 train 0.048266 17252 train 0.049472 17253 train 0.051868 17254 train 0.055629 17255 train 0.057242 17256 train 0.054662 17257 train 0.057733 17258 train 0.052781 17259 train 0.048655 17260 train 0.053669 17261 train 0.048816 17262 train 0.048432 17263 train 0.053969 17264 train 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train 0.047971 17311 train 0.051047 17312 train 0.051642 17313 train 0.057033 17314 train 0.052306 17315 train 0.047179 17316 train 0.048421 17317 train 0.051911 17318 train 0.048625 17319 train 0.047285 17320 train 0.049142 17321 train 0.053995 17322 train 0.053779 17323 train 0.047048 17324 train 0.045765 17325 val 18.1186 17325 train 0.049947 17326 train 0.049519 17327 train 0.052724 17328 train 0.053130 17329 train 0.047927 17330 train 0.052007 17331 train 0.047165 17332 train 0.048352 17333 train 0.053757 17334 train 0.053264 17335 train 0.051289 17336 train 0.051241 17337 train 0.053777 17338 train 0.049036 17339 train 0.051323 17340 train 0.049138 17341 train 0.051923 17342 train 0.047434 17343 train 0.050478 17344 train 0.050234 17345 train 0.049559 17346 train 0.047315 17347 train 0.044460 17348 train 0.047326 17349 train 0.046182 17350 val 18.0331 17350 train 0.051374 17351 train 0.047629 17352 train 0.048129 17353 train 0.047244 17354 train 0.050395 17355 train 0.047209 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0.051044 17402 train 0.051742 17403 train 0.049677 17404 train 0.048757 17405 train 0.050015 17406 train 0.050565 17407 train 0.048422 17408 train 0.048662 17409 train 0.049988 17410 train 0.055826 17411 train 0.050659 17412 train 0.054102 17413 train 0.048904 17414 train 0.048218 17415 train 0.053193 17416 train 0.052901 17417 train 0.054094 17418 train 0.050342 17419 train 0.052796 17420 train 0.048390 17421 train 0.044935 17422 train 0.048035 17423 train 0.053831 17424 train 0.046566 17425 val 18.1148 17425 train 0.050839 17426 train 0.050049 17427 train 0.052518 17428 train 0.043870 17429 train 0.047284 17430 train 0.049849 17431 train 0.053953 17432 train 0.050249 17433 train 0.052809 17434 train 0.054708 17435 train 0.053011 17436 train 0.048724 17437 train 0.053526 17438 train 0.051794 17439 train 0.052768 17440 train 0.054709 17441 train 0.049556 17442 train 0.045978 17443 train 0.051854 17444 train 0.046615 17445 train 0.055176 17446 train 0.049493 17447 train 0.051557 17448 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train 0.046986 19374 train 0.050256 19375 val 18.2126 19375 train 0.047646 19376 train 0.044052 19377 train 0.045367 19378 train 0.048243 19379 train 0.044700 19380 train 0.046988 19381 train 0.045074 19382 train 0.044953 19383 train 0.046987 19384 train 0.051727 19385 train 0.050717 19386 train 0.042545 19387 train 0.047452 19388 train 0.046868 19389 train 0.046649 19390 train 0.050645 19391 train 0.053528 19392 train 0.048766 19393 train 0.047390 19394 train 0.048886 19395 train 0.041886 19396 train 0.047805 19397 train 0.052444 19398 train 0.049201 19399 train 0.045675 19400 val 18.2677 19400 train 0.044549 19401 train 0.047992 19402 train 0.047974 19403 train 0.041420 19404 train 0.047899 19405 train 0.046103 19406 train 0.049864 19407 train 0.048234 19408 train 0.054922 19409 train 0.045531 19410 train 0.050765 19411 train 0.049618 19412 train 0.047715 19413 train 0.045391 19414 train 0.050392 19415 train 0.048303 19416 train 0.042666 19417 train 0.041959 19418 train 0.047515 19419 train 0.041958 19420 train 0.043249 19421 train 0.047150 19422 train 0.045518 19423 train 0.046872 19424 train 0.045668 19425 val 18.2618 19425 train 0.043658 19426 train 0.046665 19427 train 0.044487 19428 train 0.042808 19429 train 0.046844 19430 train 0.045297 19431 train 0.043777 19432 train 0.052309 19433 train 0.049338 19434 train 0.047906 19435 train 0.051756 19436 train 0.041792 19437 train 0.049513 19438 train 0.050341 19439 train 0.045547 19440 train 0.052967 19441 train 0.045042 19442 train 0.043905 19443 train 0.043760 19444 train 0.050940 19445 train 0.051847 19446 train 0.051795 19447 train 0.046726 19448 train 0.051224 19449 train 0.054830 19450 val 18.2368 19450 train 0.053782 19451 train 0.046735 19452 train 0.052859 19453 train 0.050458 19454 train 0.049336 19455 train 0.046878 19456 train 0.045085 19457 train 0.053418 19458 train 0.046986 19459 train 0.047240 19460 train 0.046601 19461 train 0.045585 19462 train 0.046192 19463 train 0.046529 19464 train 0.042459 19465 train 0.050398 19466 train 0.045080 19467 train 0.043682 19468 train 0.045803 19469 train 0.048472 19470 train 0.048537 19471 train 0.049213 19472 train 0.044586 19473 train 0.050516 19474 train 0.050605 19475 val 18.2127 19475 train 0.045477 19476 train 0.045231 19477 train 0.046566 19478 train 0.046722 19479 train 0.049915 19480 train 0.045444 19481 train 0.048175 19482 train 0.047940 19483 train 0.043185 19484 train 0.046547 19485 train 0.049977 19486 train 0.049268 19487 train 0.045087 19488 train 0.044233 19489 train 0.045065 19490 train 0.044874 19491 train 0.047894 19492 train 0.048346 19493 train 0.051286 19494 train 0.052351 19495 train 0.059311 19496 train 0.049857 19497 train 0.047344 19498 train 0.048353 19499 train 0.044440 19500 val 18.2449 19500 train 0.049906 19501 train 0.050551 19502 train 0.044405 19503 train 0.045137 19504 train 0.048414 19505 train 0.042121 19506 train 0.042884 19507 train 0.050257 19508 train 0.045177 19509 train 0.048262 19510 train 0.042378 19511 train 0.046370 19512 train 0.045078 19513 train 0.041434 19514 train 0.047134 19515 train 0.048110 19516 train 0.049185 19517 train 0.045634 19518 train 0.052868 19519 train 0.047579 19520 train 0.044385 19521 train 0.047212 19522 train 0.043179 19523 train 0.041738 19524 train 0.042318 19525 val 18.3155 19525 train 0.048202 19526 train 0.045512 19527 train 0.045327 19528 train 0.049665 19529 train 0.046310 19530 train 0.049084 19531 train 0.057244 19532 train 0.045802 19533 train 0.044812 19534 train 0.049572 19535 train 0.045834 19536 train 0.049570 19537 train 0.047241 19538 train 0.044376 19539 train 0.048479 19540 train 0.048337 19541 train 0.047959 19542 train 0.044785 19543 train 0.044838 19544 train 0.047176 19545 train 0.044100 19546 train 0.045265 19547 train 0.046481 19548 train 0.044134 19549 train 0.046725 19550 val 18.2934 19550 train 0.045607 19551 train 0.048052 19552 train 0.047084 19553 train 0.044507 19554 train 0.048549 19555 train 0.045689 19556 train 0.046401 19557 train 0.046589 19558 train 0.048364 19559 train 0.044071 19560 train 0.044734 19561 train 0.044248 19562 train 0.046636 19563 train 0.047613 19564 train 0.048622 19565 train 0.044435 19566 train 0.046456 19567 train 0.049015 19568 train 0.045023 19569 train 0.046292 19570 train 0.045726 19571 train 0.046055 19572 train 0.051889 19573 train 0.052860 19574 train 0.044868 19575 val 18.2686 19575 train 0.046962 19576 train 0.051956 19577 train 0.047316 19578 train 0.045731 19579 train 0.051410 19580 train 0.049163 19581 train 0.043713 19582 train 0.046895 19583 train 0.056833 19584 train 0.042832 19585 train 0.044486 19586 train 0.042264 19587 train 0.041938 19588 train 0.046107 19589 train 0.044929 19590 train 0.044398 19591 train 0.047702 19592 train 0.045779 19593 train 0.044715 19594 train 0.049119 19595 train 0.043109 19596 train 0.046209 19597 train 0.051624 19598 train 0.052958 19599 train 0.045810 19600 val 18.2689 19600 train 0.051473 19601 train 0.046922 19602 train 0.044558 19603 train 0.044080 19604 train 0.046432 19605 train 0.046188 19606 train 0.044930 19607 train 0.044030 19608 train 0.044625 19609 train 0.048919 19610 train 0.042437 19611 train 0.046566 19612 train 0.049851 19613 train 0.045006 19614 train 0.044173 19615 train 0.044847 19616 train 0.046480 19617 train 0.047839 19618 train 0.046966 19619 train 0.049769 19620 train 0.045689 19621 train 0.046108 19622 train 0.048143 19623 train 0.044492 19624 train 0.051951 19625 val 18.2309 19625 train 0.041414 19626 train 0.043195 19627 train 0.044086 19628 train 0.046019 19629 train 0.041401 19630 train 0.049957 19631 train 0.046190 19632 train 0.050740 19633 train 0.053687 19634 train 0.053815 19635 train 0.049274 19636 train 0.060626 19637 train 0.047647 19638 train 0.048532 19639 train 0.051542 19640 train 0.045774 19641 train 0.043347 19642 train 0.044906 19643 train 0.047597 19644 train 0.044939 19645 train 0.043575 19646 train 0.042056 19647 train 0.046318 19648 train 0.044201 19649 train 0.041920 19650 val 18.3240 19650 train 0.047073 19651 train 0.050899 19652 train 0.049984 19653 train 0.045506 19654 train 0.049887 19655 train 0.046303 19656 train 0.049044 19657 train 0.047552 19658 train 0.046471 19659 train 0.050819 19660 train 0.052651 19661 train 0.042952 19662 train 0.043474 19663 train 0.047114 19664 train 0.040030 19665 train 0.043090 19666 train 0.042759 19667 train 0.044421 19668 train 0.046300 19669 train 0.047634 19670 train 0.048106 19671 train 0.053194 19672 train 0.051673 19673 train 0.048969 19674 train 0.046036 19675 val 18.3334 19675 train 0.047854 19676 train 0.048442 19677 train 0.047932 19678 train 0.047590 19679 train 0.049979 19680 train 0.043408 19681 train 0.042977 19682 train 0.048144 19683 train 0.044008 19684 train 0.043598 19685 train 0.041054 19686 train 0.046385 19687 train 0.044611 19688 train 0.045975 19689 train 0.044947 19690 train 0.044728 19691 train 0.049417 19692 train 0.047485 19693 train 0.050051 19694 train 0.048621 19695 train 0.049887 19696 train 0.049171 19697 train 0.048007 19698 train 0.047961 19699 train 0.046036 19700 val 18.3059 19700 train 0.047074 19701 train 0.046744 19702 train 0.043422 19703 train 0.045918 19704 train 0.042858 19705 train 0.041957 19706 train 0.045707 19707 train 0.046329 19708 train 0.049928 19709 train 0.048791 19710 train 0.048248 19711 train 0.049537 19712 train 0.044518 19713 train 0.042901 19714 train 0.051131 19715 train 0.047459 19716 train 0.045034 19717 train 0.046239 19718 train 0.046973 19719 train 0.051576 19720 train 0.046593 19721 train 0.040631 19722 train 0.042753 19723 train 0.046380 19724 train 0.045617 19725 val 18.3688 19725 train 0.041697 19726 train 0.042346 19727 train 0.047947 19728 train 0.044482 19729 train 0.041298 19730 train 0.044565 19731 train 0.046895 19732 train 0.048444 19733 train 0.051811 19734 train 0.044205 19735 train 0.044205 19736 train 0.044239 19737 train 0.041815 19738 train 0.046043 19739 train 0.045982 19740 train 0.047436 19741 train 0.040052 19742 train 0.048248 19743 train 0.043230 19744 train 0.040728 19745 train 0.044572 19746 train 0.039816 19747 train 0.045558 19748 train 0.046284 19749 train 0.045517 19750 val 18.3125 19750 train 0.044237 19751 train 0.045254 19752 train 0.047952 19753 train 0.045474 19754 train 0.042381 19755 train 0.046773 19756 train 0.044245 19757 train 0.042616 19758 train 0.046132 19759 train 0.042990 19760 train 0.041761 19761 train 0.047655 19762 train 0.045457 19763 train 0.050679 19764 train 0.048851 19765 train 0.044979 19766 train 0.046537 19767 train 0.044180 19768 train 0.047308 19769 train 0.044541 19770 train 0.044234 19771 train 0.048623 19772 train 0.044418 19773 train 0.046142 19774 train 0.051603 19775 val 18.3099 19775 train 0.047058 19776 train 0.058736 19777 train 0.047830 19778 train 0.050550 19779 train 0.048083 19780 train 0.047641 19781 train 0.045211 19782 train 0.049183 19783 train 0.043655 19784 train 0.044378 19785 train 0.044076 19786 train 0.045578 19787 train 0.044742 19788 train 0.045847 19789 train 0.046970 19790 train 0.039880 19791 train 0.047401 19792 train 0.050923 19793 train 0.045505 19794 train 0.046018 19795 train 0.048458 19796 train 0.042441 19797 train 0.054068 19798 train 0.045838 19799 train 0.048448 19800 val 18.3321 19800 train 0.048769 19801 train 0.050140 19802 train 0.051425 19803 train 0.047549 19804 train 0.046231 19805 train 0.048978 19806 train 0.043780 19807 train 0.048542 19808 train 0.045713 19809 train 0.044107 19810 train 0.048766 19811 train 0.046704 19812 train 0.045389 19813 train 0.047819 19814 train 0.062034 19815 train 0.047757 19816 train 0.047769 19817 train 0.043277 19818 train 0.047955 19819 train 0.049128 19820 train 0.042490 19821 train 0.046801 19822 train 0.043130 19823 train 0.043187 19824 train 0.044085 19825 val 18.3025 19825 train 0.042236 19826 train 0.044034 19827 train 0.041341 19828 train 0.044501 19829 train 0.044682 19830 train 0.044622 19831 train 0.044959 19832 train 0.050170 19833 train 0.056062 19834 train 0.043440 19835 train 0.046396 19836 train 0.050823 19837 train 0.045604 19838 train 0.046976 19839 train 0.048645 19840 train 0.051296 19841 train 0.046432 19842 train 0.042540 19843 train 0.043515 19844 train 0.043459 19845 train 0.043865 19846 train 0.044342 19847 train 0.040764 19848 train 0.041932 19849 train 0.047692 19850 val 18.2622 19850 train 0.041923 19851 train 0.049002 19852 train 0.044165 19853 train 0.041733 19854 train 0.048158 19855 train 0.046300 19856 train 0.041261 19857 train 0.040950 19858 train 0.044925 19859 train 0.044402 19860 train 0.043711 19861 train 0.049805 19862 train 0.045279 19863 train 0.038745 19864 train 0.042837 19865 train 0.044133 19866 train 0.046557 19867 train 0.038504 19868 train 0.045139 19869 train 0.051142 19870 train 0.047841 19871 train 0.044326 19872 train 0.045735 19873 train 0.041567 19874 train 0.049130 19875 val 18.3069 19875 train 0.046676 19876 train 0.047983 19877 train 0.048923 19878 train 0.042581 19879 train 0.051980 19880 train 0.045094 19881 train 0.045176 19882 train 0.045014 19883 train 0.049926 19884 train 0.045945 19885 train 0.042604 19886 train 0.042352 19887 train 0.046390 19888 train 0.048093 19889 train 0.047438 19890 train 0.046800 19891 train 0.047616 19892 train 0.046474 19893 train 0.048428 19894 train 0.043871 19895 train 0.050263 19896 train 0.044330 19897 train 0.045448 19898 train 0.045515 19899 train 0.043794 19900 val 18.3602 19900 train 0.048043 19901 train 0.046371 19902 train 0.045348 19903 train 0.043683 19904 train 0.043460 19905 train 0.048053 19906 train 0.046853 19907 train 0.043434 19908 train 0.048090 19909 train 0.042440 19910 train 0.048982 19911 train 0.045748 19912 train 0.047828 19913 train 0.047429 19914 train 0.046590 19915 train 0.056124 19916 train 0.047450 19917 train 0.048828 19918 train 0.043031 19919 train 0.058925 19920 train 0.049964 19921 train 0.047763 19922 train 0.049044 19923 train 0.044938 19924 train 0.046272 19925 val 18.3306 19925 train 0.043982 19926 train 0.043299 19927 train 0.043414 19928 train 0.045472 19929 train 0.049752 19930 train 0.045242 19931 train 0.045261 19932 train 0.043282 19933 train 0.045908 19934 train 0.048434 19935 train 0.043008 19936 train 0.042965 19937 train 0.043905 19938 train 0.047629 19939 train 0.047948 19940 train 0.045629 19941 train 0.057717 19942 train 0.047183 19943 train 0.048540 19944 train 0.049596 19945 train 0.043808 19946 train 0.043642 19947 train 0.043702 19948 train 0.045424 19949 train 0.049131 19950 val 18.3519 19950 train 0.045719 19951 train 0.049996 19952 train 0.045640 19953 train 0.049394 19954 train 0.042866 19955 train 0.045457 19956 train 0.050618 19957 train 0.047555 19958 train 0.047733 19959 train 0.048613 19960 train 0.043240 19961 train 0.044296 19962 train 0.044691 19963 train 0.042665 19964 train 0.041997 19965 train 0.044363 19966 train 0.045304 19967 train 0.046054 19968 train 0.044557 19969 train 0.046699 19970 train 0.043236 19971 train 0.043237 19972 train 0.042269 19973 train 0.042521 19974 train 0.045498 19975 val 18.2932 19975 train 0.043629 19976 train 0.044315 19977 train 0.052843 19978 train 0.048347 19979 train 0.044904 19980 train 0.050147 19981 train 0.046381 19982 train 0.042921 19983 train 0.044829 19984 train 0.049001 19985 train 0.046831 19986 train 0.043702 19987 train 0.043900 19988 train 0.044528 19989 train 0.046283 19990 train 0.045157 19991 train 0.045111 19992 train 0.042934 19993 train 0.053622 19994 train 0.047554 19995 train 0.048108 19996 train 0.046857 19997 train 0.047450 19998 train 0.043948 19999 train 0.042502 20000 val 18.2610 20000 train 0.044415 20001 train 0.045247 20002 train 0.049647 20003 train 0.049555 20004 train 0.040463 20005 train 0.045519 20006 train 0.049159 20007 train 0.045030 20008 train 0.046212 20009 train 0.043366 20010 train 0.045616 20011 train 0.046284 20012 train 0.043201 20013 train 0.055178 20014 train 0.047735 20015 train 0.042533 20016 train 0.048877 20017 train 0.047070 20018 train 0.050892 20019 train 0.044847 20020 train 0.041591 20021 train 0.050299 20022 train 0.042425 20023 train 0.047385 20024 train 0.048896 20025 val 18.2938 20025 train 0.048118 20026 train 0.047970 20027 train 0.045157 20028 train 0.041088 20029 train 0.047902 20030 train 0.043252 20031 train 0.048962 20032 train 0.050764 20033 train 0.048088 20034 train 0.046927 20035 train 0.043296 20036 train 0.040514 20037 train 0.043971 20038 train 0.045942 20039 train 0.044912 20040 train 0.050253 20041 train 0.045337 20042 train 0.043444 20043 train 0.051055 20044 train 0.047186 20045 train 0.043591 20046 train 0.045404 20047 train 0.045158 20048 train 0.052491 20049 train 0.044727 20050 val 18.2957 20050 train 0.039948 20051 train 0.046411 20052 train 0.050048 20053 train 0.046148 20054 train 0.047544 20055 train 0.045617 20056 train 0.044109 20057 train 0.047497 20058 train 0.042547 20059 train 0.044726 20060 train 0.043828 20061 train 0.042279 20062 train 0.050851 20063 train 0.049841 20064 train 0.049446 20065 train 0.045947 20066 train 0.039107 20067 train 0.052901 20068 train 0.044940 20069 train 0.044153 20070 train 0.045612 20071 train 0.046447 20072 train 0.044850 20073 train 0.048423 20074 train 0.045849 20075 val 18.2942 20075 train 0.043483 20076 train 0.047768 20077 train 0.047323 20078 train 0.045391 20079 train 0.045632 20080 train 0.045121 20081 train 0.045062 20082 train 0.050235 20083 train 0.043005 20084 train 0.044715 20085 train 0.040476 20086 train 0.044419 20087 train 0.043100 20088 train 0.044476 20089 train 0.049326 20090 train 0.047429 20091 train 0.046907 20092 train 0.044957 20093 train 0.047536 20094 train 0.047737 20095 train 0.043233 20096 train 0.047807 20097 train 0.041350 20098 train 0.049085 20099 train 0.048426 20100 val 18.3123 20100 train 0.050875 20101 train 0.047956 20102 train 0.045447 20103 train 0.042328 20104 train 0.048259 20105 train 0.044428 20106 train 0.046473 20107 train 0.044235 20108 train 0.042677 20109 train 0.047562 20110 train 0.047535 20111 train 0.047926 20112 train 0.046593 20113 train 0.045675 20114 train 0.047958 20115 train 0.048638 20116 train 0.041300 20117 train 0.049643 20118 train 0.047298 20119 train 0.047401 20120 train 0.047867 20121 train 0.044690 20122 train 0.044442 20123 train 0.039599 20124 train 0.042231 20125 val 18.4005 20125 train 0.042639 20126 train 0.044620 20127 train 0.045317 20128 train 0.046583 20129 train 0.044010 20130 train 0.046531 20131 train 0.040741 20132 train 0.050872 20133 train 0.044930 20134 train 0.045456 20135 train 0.048058 20136 train 0.050355 20137 train 0.049354 20138 train 0.042324 20139 train 0.044674 20140 train 0.045670 20141 train 0.046622 20142 train 0.045157 20143 train 0.043809 20144 train 0.047720 20145 train 0.043731 20146 train 0.042687 20147 train 0.044003 20148 train 0.045712 20149 train 0.044954 20150 val 18.3833 20150 train 0.044924 20151 train 0.044720 20152 train 0.045368 20153 train 0.046563 20154 train 0.046255 20155 train 0.049708 20156 train 0.046869 20157 train 0.043263 20158 train 0.047818 20159 train 0.043478 20160 train 0.044398 20161 train 0.046301 20162 train 0.044546 20163 train 0.045550 20164 train 0.045278 20165 train 0.042322 20166 train 0.044703 20167 train 0.042245 20168 train 0.045867 20169 train 0.045095 20170 train 0.044356 20171 train 0.046797 20172 train 0.049081 20173 train 0.051589 20174 train 0.045544 20175 val 18.2894 20175 train 0.046383 20176 train 0.048366 20177 train 0.048721 20178 train 0.047938 20179 train 0.046317 20180 train 0.049519 20181 train 0.043563 20182 train 0.046894 20183 train 0.053359 20184 train 0.047216 20185 train 0.042109 20186 train 0.046120 20187 train 0.044694 20188 train 0.045020 20189 train 0.047154 20190 train 0.044935 20191 train 0.046072 20192 train 0.047061 20193 train 0.045397 20194 train 0.046160 20195 train 0.044810 20196 train 0.050062 20197 train 0.046038 20198 train 0.042190 20199 train 0.051453 20200 val 18.3596 20200 train 0.043726 20201 train 0.046122 20202 train 0.045678 20203 train 0.046238 20204 train 0.049192 20205 train 0.045383 20206 train 0.039455 20207 train 0.044835 20208 train 0.046008 20209 train 0.052917 20210 train 0.049824 20211 train 0.046896 20212 train 0.047393 20213 train 0.051520 20214 train 0.050998 20215 train 0.045619 20216 train 0.050963 20217 train 0.047329 20218 train 0.047395 20219 train 0.049532 20220 train 0.046220 20221 train 0.043765 20222 train 0.049484 20223 train 0.046203 20224 train 0.047486 20225 val 18.3476 20225 train 0.048934 20226 train 0.045278 20227 train 0.042315 20228 train 0.044475 20229 train 0.044272 20230 train 0.041494 20231 train 0.049434 20232 train 0.045650 20233 train 0.045114 20234 train 0.046027 20235 train 0.047552 20236 train 0.042909 20237 train 0.043950 20238 train 0.044464 20239 train 0.044912 20240 train 0.045145 20241 train 0.046870 20242 train 0.047651 20243 train 0.039594 20244 train 0.048612 20245 train 0.047056 20246 train 0.045121 20247 train 0.048486 20248 train 0.046424 20249 train 0.049062 20250 val 18.2998 20250 train 0.054149 20251 train 0.045678 20252 train 0.046630 20253 train 0.050634 20254 train 0.047783 20255 train 0.047802 20256 train 0.047186 20257 train 0.043055 20258 train 0.046689 20259 train 0.044312 20260 train 0.049062 20261 train 0.048413 20262 train 0.045240 20263 train 0.042511 20264 train 0.045025 20265 train 0.045570 20266 train 0.043584 20267 train 0.045876 20268 train 0.044519 20269 train 0.040657 20270 train 0.045115 20271 train 0.047860 20272 train 0.046164 20273 train 0.041708 20274 train 0.045560 20275 val 18.3411 20275 train 0.048502 20276 train 0.046351 20277 train 0.047639 20278 train 0.047333 20279 train 0.047026 20280 train 0.047966 20281 train 0.048532 20282 train 0.050581 20283 train 0.049321 20284 train 0.045635 20285 train 0.040323 20286 train 0.043993 20287 train 0.045202 20288 train 0.042850 20289 train 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0.039871 21527 train 0.041997 21528 train 0.043137 21529 train 0.045177 21530 train 0.042910 21531 train 0.042136 21532 train 0.037517 21533 train 0.039642 21534 train 0.042751 21535 train 0.043399 21536 train 0.048372 21537 train 0.048410 21538 train 0.044744 21539 train 0.044918 21540 train 0.047971 21541 train 0.043857 21542 train 0.044138 21543 train 0.047261 21544 train 0.039321 21545 train 0.043497 21546 train 0.045396 21547 train 0.041091 21548 train 0.038455 21549 train 0.041069 21550 val 18.5625 21550 train 0.045951 21551 train 0.043404 21552 train 0.039564 21553 train 0.044321 21554 train 0.042680 21555 train 0.051145 21556 train 0.042485 21557 train 0.042126 21558 train 0.043471 21559 train 0.041528 21560 train 0.039550 21561 train 0.043801 21562 train 0.044305 21563 train 0.042532 21564 train 0.042115 21565 train 0.047092 21566 train 0.043219 21567 train 0.042875 21568 train 0.040258 21569 train 0.040707 21570 train 0.041482 21571 train 0.041067 21572 train 0.040992 21573 train 0.049169 21574 train 0.043134 21575 val 18.3897 21575 train 0.042386 21576 train 0.053297 21577 train 0.040103 21578 train 0.046476 21579 train 0.042815 21580 train 0.041066 21581 train 0.043282 21582 train 0.043832 21583 train 0.048115 21584 train 0.045537 21585 train 0.047911 21586 train 0.040436 21587 train 0.046969 21588 train 0.041865 21589 train 0.044576 21590 train 0.040970 21591 train 0.044121 21592 train 0.041983 21593 train 0.044274 21594 train 0.041087 21595 train 0.039169 21596 train 0.042686 21597 train 0.042166 21598 train 0.044776 21599 train 0.041752 21600 val 18.4096 21600 train 0.042044 21601 train 0.047332 21602 train 0.044407 21603 train 0.047130 21604 train 0.044386 21605 train 0.040759 21606 train 0.040186 21607 train 0.044020 21608 train 0.044756 21609 train 0.036997 21610 train 0.038059 21611 train 0.040362 21612 train 0.043151 21613 train 0.042746 21614 train 0.043544 21615 train 0.044908 21616 train 0.046188 21617 train 0.042364 21618 train 0.045023 21619 train 0.045827 21620 train 0.046469 21621 train 0.044162 21622 train 0.053030 21623 train 0.048915 21624 train 0.040423 21625 val 18.5118 21625 train 0.039719 21626 train 0.042516 21627 train 0.040735 21628 train 0.042624 21629 train 0.040813 21630 train 0.041416 21631 train 0.040794 21632 train 0.041846 21633 train 0.043363 21634 train 0.040293 21635 train 0.039330 21636 train 0.046617 21637 train 0.044895 21638 train 0.047303 21639 train 0.047064 21640 train 0.042318 21641 train 0.044094 21642 train 0.044298 21643 train 0.042509 21644 train 0.044790 21645 train 0.038147 21646 train 0.044596 21647 train 0.044335 21648 train 0.038940 21649 train 0.044311 21650 val 18.4426 21650 train 0.039929 21651 train 0.044174 21652 train 0.043191 21653 train 0.041594 21654 train 0.043385 21655 train 0.044860 21656 train 0.045670 21657 train 0.041314 21658 train 0.046608 21659 train 0.047680 21660 train 0.040940 21661 train 0.041149 21662 train 0.043209 21663 train 0.042009 21664 train 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train 0.040004 21711 train 0.042780 21712 train 0.052700 21713 train 0.042134 21714 train 0.042769 21715 train 0.043533 21716 train 0.047182 21717 train 0.041223 21718 train 0.041039 21719 train 0.046343 21720 train 0.038638 21721 train 0.044843 21722 train 0.047026 21723 train 0.043426 21724 train 0.046183 21725 val 18.3879 21725 train 0.045040 21726 train 0.041794 21727 train 0.042795 21728 train 0.041172 21729 train 0.038955 21730 train 0.041581 21731 train 0.036296 21732 train 0.044151 21733 train 0.043820 21734 train 0.045738 21735 train 0.045227 21736 train 0.041172 21737 train 0.043939 21738 train 0.048644 21739 train 0.036737 21740 train 0.053921 21741 train 0.047392 21742 train 0.041581 21743 train 0.042610 21744 train 0.041795 21745 train 0.046162 21746 train 0.039163 21747 train 0.047253 21748 train 0.039924 21749 train 0.044294 21750 val 18.4644 21750 train 0.041648 21751 train 0.045636 21752 train 0.039113 21753 train 0.042412 21754 train 0.042337 21755 train 0.042913 21756 train 0.048963 21757 train 0.045952 21758 train 0.042994 21759 train 0.045691 21760 train 0.051405 21761 train 0.050488 21762 train 0.047387 21763 train 0.051269 21764 train 0.042877 21765 train 0.047439 21766 train 0.041620 21767 train 0.042112 21768 train 0.042363 21769 train 0.044490 21770 train 0.040455 21771 train 0.040279 21772 train 0.044112 21773 train 0.046294 21774 train 0.042844 21775 val 18.4166 21775 train 0.043581 21776 train 0.049959 21777 train 0.046406 21778 train 0.039417 21779 train 0.043056 21780 train 0.044614 21781 train 0.043573 21782 train 0.039757 21783 train 0.043329 21784 train 0.040200 21785 train 0.047716 21786 train 0.043198 21787 train 0.041013 21788 train 0.045034 21789 train 0.041327 21790 train 0.042124 21791 train 0.042622 21792 train 0.041544 21793 train 0.040125 21794 train 0.042922 21795 train 0.052681 21796 train 0.048875 21797 train 0.048205 21798 train 0.046656 21799 train 0.048787 21800 val 18.3857 21800 train 0.043766 21801 train 0.048196 21802 train 0.044297 21803 train 0.043816 21804 train 0.043463 21805 train 0.047321 21806 train 0.042024 21807 train 0.043349 21808 train 0.044631 21809 train 0.042203 21810 train 0.039334 21811 train 0.044472 21812 train 0.042741 21813 train 0.045804 21814 train 0.046155 21815 train 0.049053 21816 train 0.045577 21817 train 0.041591 21818 train 0.045394 21819 train 0.045508 21820 train 0.039583 21821 train 0.040860 21822 train 0.040243 21823 train 0.041279 21824 train 0.043027 21825 val 18.4015 21825 train 0.046188 21826 train 0.041678 21827 train 0.040755 21828 train 0.040002 21829 train 0.040970 21830 train 0.041806 21831 train 0.040828 21832 train 0.040654 21833 train 0.040510 21834 train 0.040906 21835 train 0.041732 21836 train 0.042497 21837 train 0.045244 21838 train 0.043437 21839 train 0.042675 21840 train 0.046594 21841 train 0.044202 21842 train 0.042332 21843 train 0.048337 21844 train 0.044713 21845 train 0.039376 21846 train 0.038210 21847 train 0.041249 21848 train 0.041893 21849 train 0.048351 21850 val 18.5020 21850 train 0.043639 21851 train 0.041802 21852 train 0.040846 21853 train 0.039203 21854 train 0.044744 21855 train 0.056323 21856 train 0.043153 21857 train 0.043270 21858 train 0.043170 21859 train 0.045319 21860 train 0.045604 21861 train 0.042471 21862 train 0.041266 21863 train 0.043951 21864 train 0.043763 21865 train 0.048156 21866 train 0.049177 21867 train 0.043632 21868 train 0.042881 21869 train 0.045863 21870 train 0.041588 21871 train 0.041755 21872 train 0.045474 21873 train 0.046083 21874 train 0.041134 21875 val 18.4060 21875 train 0.044417 21876 train 0.044971 21877 train 0.041595 21878 train 0.041237 21879 train 0.047093 21880 train 0.046194 21881 train 0.046844 21882 train 0.038787 21883 train 0.041179 21884 train 0.049336 21885 train 0.052561 21886 train 0.045540 21887 train 0.042127 21888 train 0.043900 21889 train 0.042392 21890 train 0.043263 21891 train 0.042579 21892 train 0.043267 21893 train 0.043853 21894 train 0.048517 21895 train 0.046916 21896 train 0.047625 21897 train 0.044837 21898 train 0.043742 21899 train 0.043024 21900 val 18.3515 21900 train 0.038660 21901 train 0.042419 21902 train 0.047519 21903 train 0.046760 21904 train 0.046742 21905 train 0.046250 21906 train 0.043787 21907 train 0.043532 21908 train 0.046973 21909 train 0.045039 21910 train 0.040929 21911 train 0.040953 21912 train 0.043032 21913 train 0.039506 21914 train 0.040971 21915 train 0.043220 21916 train 0.044988 21917 train 0.046450 21918 train 0.041085 21919 train 0.039349 21920 train 0.046738 21921 train 0.050306 21922 train 0.046807 21923 train 0.039722 21924 train 0.039988 21925 val 18.5161 21925 train 0.046709 21926 train 0.047519 21927 train 0.041813 21928 train 0.039842 21929 train 0.043521 21930 train 0.040829 21931 train 0.040985 21932 train 0.042554 21933 train 0.048735 21934 train 0.050761 21935 train 0.044416 21936 train 0.046742 21937 train 0.052770 21938 train 0.044523 21939 train 0.045237 21940 train 0.042924 21941 train 0.045033 21942 train 0.042661 21943 train 0.044733 21944 train 0.054488 21945 train 0.044465 21946 train 0.045274 21947 train 0.043095 21948 train 0.041841 21949 train 0.040483 21950 val 18.4230 21950 train 0.042127 21951 train 0.040863 21952 train 0.046366 21953 train 0.042563 21954 train 0.041816 21955 train 0.041945 21956 train 0.041071 21957 train 0.047012 21958 train 0.046447 21959 train 0.043495 21960 train 0.046660 21961 train 0.041695 21962 train 0.047273 21963 train 0.042027 21964 train 0.043991 21965 train 0.042534 21966 train 0.040822 21967 train 0.042957 21968 train 0.041686 21969 train 0.041448 21970 train 0.040474 21971 train 0.039020 21972 train 0.042395 21973 train 0.043246 21974 train 0.040227 21975 val 18.3409 21975 train 0.041563 21976 train 0.048408 21977 train 0.044073 21978 train 0.043348 21979 train 0.043410 21980 train 0.050127 21981 train 0.042753 21982 train 0.042862 21983 train 0.042152 21984 train 0.049432 21985 train 0.047766 21986 train 0.044017 21987 train 0.041577 21988 train 0.047892 21989 train 0.043868 21990 train 0.041190 21991 train 0.039959 21992 train 0.039153 21993 train 0.042629 21994 train 0.038647 21995 train 0.042235 21996 train 0.044449 21997 train 0.045020 21998 train 0.041389 21999 train 0.041968 22000 val 18.3997 22000 train 0.042232 22001 train 0.043115 22002 train 0.047043 22003 train 0.043238 22004 train 0.039083 22005 train 0.038746 22006 train 0.040178 22007 train 0.039562 22008 train 0.041812 22009 train 0.038579 22010 train 0.040659 22011 train 0.039155 22012 train 0.041626 22013 train 0.042291 22014 train 0.039424 22015 train 0.041357 22016 train 0.039586 22017 train 0.047482 22018 train 0.040586 22019 train 0.041300 22020 train 0.042079 22021 train 0.049299 22022 train 0.042798 22023 train 0.040777 22024 train 0.046592 22025 val 18.4975 22025 train 0.052291 22026 train 0.044064 22027 train 0.044255 22028 train 0.042369 22029 train 0.037976 22030 train 0.043298 22031 train 0.043072 22032 train 0.040009 22033 train 0.039832 22034 train 0.044599 22035 train 0.048597 22036 train 0.042140 22037 train 0.041781 22038 train 0.043498 22039 train 0.043731 22040 train 0.037907 22041 train 0.046551 22042 train 0.046074 22043 train 0.039026 22044 train 0.047544 22045 train 0.042696 22046 train 0.040519 22047 train 0.039205 22048 train 0.041433 22049 train 0.041184 22050 val 18.4820 22050 train 0.042132 22051 train 0.043296 22052 train 0.042634 22053 train 0.040136 22054 train 0.041864 22055 train 0.044265 22056 train 0.040797 22057 train 0.042773 22058 train 0.041783 22059 train 0.044249 22060 train 0.042307 22061 train 0.049357 22062 train 0.045058 22063 train 0.042454 22064 train 0.042377 22065 train 0.043688 22066 train 0.042682 22067 train 0.045141 22068 train 0.042288 22069 train 0.042578 22070 train 0.043356 22071 train 0.040502 22072 train 0.038563 22073 train 0.047507 22074 train 0.047101 22075 val 18.3509 22075 train 0.042371 22076 train 0.040644 22077 train 0.047714 22078 train 0.044936 22079 train 0.044142 22080 train 0.041781 22081 train 0.048339 22082 train 0.044326 22083 train 0.045523 22084 train 0.048721 22085 train 0.041249 22086 train 0.038596 22087 train 0.041941 22088 train 0.039878 22089 train 0.041860 22090 train 0.041875 22091 train 0.039818 22092 train 0.042728 22093 train 0.039937 22094 train 0.041112 22095 train 0.043047 22096 train 0.040005 22097 train 0.039064 22098 train 0.047227 22099 train 0.047740 22100 val 18.4002 22100 train 0.045974 22101 train 0.050575 22102 train 0.046076 22103 train 0.041382 22104 train 0.048047 22105 train 0.045637 22106 train 0.044176 22107 train 0.041343 22108 train 0.047161 22109 train 0.043551 22110 train 0.040298 22111 train 0.040775 22112 train 0.046561 22113 train 0.052806 22114 train 0.048021 22115 train 0.045881 22116 train 0.042958 22117 train 0.041408 22118 train 0.039955 22119 train 0.041014 22120 train 0.048153 22121 train 0.041338 22122 train 0.049612 22123 train 0.043916 22124 train 0.041288 22125 val 18.4156 22125 train 0.039747 22126 train 0.044185 22127 train 0.040766 22128 train 0.044565 22129 train 0.041660 22130 train 0.037351 22131 train 0.045387 22132 train 0.040137 22133 train 0.044266 22134 train 0.041083 22135 train 0.042629 22136 train 0.042449 22137 train 0.047945 22138 train 0.044437 22139 train 0.037471 22140 train 0.045475 22141 train 0.043473 22142 train 0.043668 22143 train 0.041280 22144 train 0.044109 22145 train 0.043367 22146 train 0.037857 22147 train 0.042326 22148 train 0.037990 22149 train 0.046114 22150 val 18.4253 22150 train 0.038084 22151 train 0.039572 22152 train 0.041531 22153 train 0.041821 22154 train 0.039306 22155 train 0.046553 22156 train 0.043019 22157 train 0.041088 22158 train 0.042138 22159 train 0.039839 22160 train 0.040946 22161 train 0.044646 22162 train 0.041598 22163 train 0.041839 22164 train 0.045902 22165 train 0.044362 22166 train 0.039620 22167 train 0.040552 22168 train 0.044076 22169 train 0.042419 22170 train 0.043883 22171 train 0.047224 22172 train 0.045315 22173 train 0.042384 22174 train 0.042911 22175 val 18.5052 22175 train 0.044320 22176 train 0.044370 22177 train 0.041117 22178 train 0.042462 22179 train 0.040702 22180 train 0.043751 22181 train 0.038782 22182 train 0.040657 22183 train 0.046197 22184 train 0.042416 22185 train 0.038968 22186 train 0.040684 22187 train 0.037982 22188 train 0.039762 22189 train 0.042362 22190 train 0.043177 22191 train 0.044289 22192 train 0.043145 22193 train 0.041976 22194 train 0.046188 22195 train 0.044403 22196 train 0.043331 22197 train 0.048196 22198 train 0.042745 22199 train 0.041460 22200 val 18.3779 22200 train 0.041704 22201 train 0.045634 22202 train 0.042348 22203 train 0.043208 22204 train 0.038033 22205 train 0.048531 22206 train 0.041048 22207 train 0.044081 22208 train 0.044382 22209 train 0.039759 22210 train 0.042406 22211 train 0.042408 22212 train 0.042791 22213 train 0.035024 22214 train 0.043512 22215 train 0.042038 22216 train 0.043891 22217 train 0.043013 22218 train 0.048892 22219 train 0.044575 22220 train 0.048247 22221 train 0.048302 22222 train 0.043431 22223 train 0.041620 22224 train 0.040576 22225 val 18.5190 22225 train 0.042571 22226 train 0.049291 22227 train 0.042167 22228 train 0.047224 22229 train 0.046263 22230 train 0.046324 22231 train 0.037867 22232 train 0.037305 22233 train 0.039375 22234 train 0.044405 22235 train 0.043474 22236 train 0.043999 22237 train 0.041139 22238 train 0.043669 22239 train 0.041300 22240 train 0.044266 22241 train 0.048101 22242 train 0.043900 22243 train 0.044809 22244 train 0.035804 22245 train 0.040930 22246 train 0.045561 22247 train 0.043325 22248 train 0.042534 22249 train 0.040095 22250 val 18.5588 22250 train 0.043072 22251 train 0.042485 22252 train 0.049338 22253 train 0.041467 22254 train 0.036923 22255 train 0.038488 22256 train 0.043920 22257 train 0.043259 22258 train 0.040867 22259 train 0.042914 22260 train 0.038864 22261 train 0.038145 22262 train 0.057027 22263 train 0.044443 22264 train 0.045768 22265 train 0.040505 22266 train 0.044403 22267 train 0.038631 22268 train 0.041816 22269 train 0.039110 22270 train 0.039877 22271 train 0.039315 22272 train 0.039234 22273 train 0.041730 22274 train 0.040088 22275 val 18.5147 22275 train 0.041645 22276 train 0.043648 22277 train 0.050478 22278 train 0.040388 22279 train 0.043266 22280 train 0.040193 22281 train 0.040208 22282 train 0.043575 22283 train 0.043388 22284 train 0.047008 22285 train 0.040602 22286 train 0.047939 22287 train 0.041700 22288 train 0.044214 22289 train 0.041432 22290 train 0.042889 22291 train 0.038054 22292 train 0.041722 22293 train 0.043550 22294 train 0.043325 22295 train 0.041244 22296 train 0.040462 22297 train 0.040589 22298 train 0.053102 22299 train 0.041453 22300 val 18.4319 22300 train 0.043450 22301 train 0.042594 22302 train 0.042337 22303 train 0.044670 22304 train 0.046224 22305 train 0.040865 22306 train 0.040312 22307 train 0.037920 22308 train 0.041549 22309 train 0.040432 22310 train 0.037646 22311 train 0.043205 22312 train 0.042762 22313 train 0.044924 22314 train 0.041008 22315 train 0.043300 22316 train 0.045361 22317 train 0.042792 22318 train 0.045366 22319 train 0.044150 22320 train 0.039145 22321 train 0.043485 22322 train 0.049562 22323 train 0.044484 22324 train 0.042845 22325 val 18.4855 22325 train 0.041337 22326 train 0.042198 22327 train 0.042706 22328 train 0.039922 22329 train 0.041720 22330 train 0.047205 22331 train 0.044655 22332 train 0.040689 22333 train 0.040885 22334 train 0.042244 22335 train 0.045304 22336 train 0.042405 22337 train 0.041456 22338 train 0.041904 22339 train 0.041578 22340 train 0.042001 22341 train 0.041605 22342 train 0.037279 22343 train 0.044470 22344 train 0.044749 22345 train 0.046909 22346 train 0.039676 22347 train 0.038754 22348 train 0.040782 22349 train 0.037767 22350 val 18.4804 22350 train 0.037826 22351 train 0.037873 22352 train 0.045661 22353 train 0.044922 22354 train 0.042317 22355 train 0.044093 22356 train 0.043087 22357 train 0.043290 22358 train 0.056915 22359 train 0.044212 22360 train 0.042320 22361 train 0.047524 22362 train 0.042001 22363 train 0.043131 22364 train 0.041928 22365 train 0.039719 22366 train 0.038841 22367 train 0.043066 22368 train 0.041647 22369 train 0.042899 22370 train 0.048066 22371 train 0.045173 22372 train 0.041630 22373 train 0.042115 22374 train 0.042682 22375 val 18.5125 22375 train 0.040963 22376 train 0.043836 22377 train 0.042750 22378 train 0.039564 22379 train 0.039879 22380 train 0.050063 22381 train 0.043793 22382 train 0.049641 22383 train 0.043179 22384 train 0.044595 22385 train 0.040542 22386 train 0.038087 22387 train 0.040000 22388 train 0.044646 22389 train 0.044511 22390 train 0.042469 22391 train 0.040065 22392 train 0.038252 22393 train 0.042513 22394 train 0.041520 22395 train 0.049106 22396 train 0.043446 22397 train 0.045351 22398 train 0.041748 22399 train 0.047633 22400 val 18.4568 22400 train 0.047536 22401 train 0.046282 22402 train 0.039070 22403 train 0.043050 22404 train 0.047877 22405 train 0.050297 22406 train 0.042165 22407 train 0.041240 22408 train 0.046492 22409 train 0.045121 22410 train 0.040666 22411 train 0.040259 22412 train 0.043182 22413 train 0.049833 22414 train 0.049028 22415 train 0.048706 22416 train 0.043525 22417 train 0.048053 22418 train 0.047621 22419 train 0.041176 22420 train 0.041793 22421 train 0.044089 22422 train 0.046625 22423 train 0.041652 22424 train 0.043110 22425 val 18.5210 22425 train 0.046144 22426 train 0.045454 22427 train 0.039285 22428 train 0.042537 22429 train 0.041050 22430 train 0.040232 22431 train 0.044831 22432 train 0.045210 22433 train 0.039226 22434 train 0.043373 22435 train 0.047183 22436 train 0.043638 22437 train 0.046408 22438 train 0.045238 22439 train 0.043253 22440 train 0.043874 22441 train 0.046625 22442 train 0.038551 22443 train 0.045576 22444 train 0.043418 22445 train 0.045183 22446 train 0.044119 22447 train 0.043837 22448 train 0.035476 22449 train 0.043552 22450 val 18.5138 22450 train 0.042879 22451 train 0.047555 22452 train 0.044991 22453 train 0.044790 22454 train 0.041697 22455 train 0.047277 22456 train 0.039234 22457 train 0.046767 22458 train 0.041407 22459 train 0.045399 22460 train 0.042045 22461 train 0.058368 22462 train 0.048701 22463 train 0.043204 22464 train 0.047433 22465 train 0.045141 22466 train 0.045389 22467 train 0.042409 22468 train 0.041751 22469 train 0.042921 22470 train 0.043624 22471 train 0.041354 22472 train 0.039299 22473 train 0.044776 22474 train 0.043240 22475 val 18.4889 22475 train 0.044690 22476 train 0.046522 22477 train 0.044178 22478 train 0.039685 22479 train 0.042963 22480 train 0.045641 22481 train 0.046431 22482 train 0.045390 22483 train 0.045933 22484 train 0.039934 22485 train 0.045232 22486 train 0.042477 22487 train 0.045320 22488 train 0.043045 22489 train 0.043350 22490 train 0.042876 22491 train 0.044339 22492 train 0.038218 22493 train 0.042163 22494 train 0.042279 22495 train 0.045454 22496 train 0.041385 22497 train 0.057395 22498 train 0.050444 22499 train 0.042761 22500 val 18.4280 22500 train 0.045129 22501 train 0.044906 22502 train 0.043552 22503 train 0.043801 22504 train 0.043637 22505 train 0.044042 22506 train 0.046646 22507 train 0.042852 22508 train 0.044889 22509 train 0.047435 22510 train 0.040515 22511 train 0.041746 22512 train 0.045880 22513 train 0.041479 22514 train 0.041510 22515 train 0.041856 22516 train 0.042226 22517 train 0.042025 22518 train 0.044994 22519 train 0.046770 22520 train 0.041270 22521 train 0.043049 22522 train 0.049072 22523 train 0.047013 22524 train 0.042905 22525 val 18.4634 22525 train 0.044659 22526 train 0.041356 22527 train 0.041658 22528 train 0.038443 22529 train 0.042474 22530 train 0.043971 22531 train 0.041755 22532 train 0.038464 22533 train 0.047767 22534 train 0.036499 22535 train 0.042220 22536 train 0.049262 22537 train 0.041312 22538 train 0.043620 22539 train 0.046722 22540 train 0.043619 22541 train 0.044837 22542 train 0.049751 22543 train 0.042701 22544 train 0.042897 22545 train 0.051885 22546 train 0.042036 22547 train 0.046545 22548 train 0.043274 22549 train 0.040571 22550 val 18.5378 22550 train 0.043617 22551 train 0.038468 22552 train 0.040143 22553 train 0.040336 22554 train 0.039479 22555 train 0.043776 22556 train 0.039449 22557 train 0.045560 22558 train 0.047083 22559 train 0.042949 22560 train 0.042974 22561 train 0.047005 22562 train 0.041072 22563 train 0.049619 22564 train 0.042332 22565 train 0.042448 22566 train 0.041087 22567 train 0.046926 22568 train 0.042880 22569 train 0.045768 22570 train 0.038740 22571 train 0.038381 22572 train 0.042109 22573 train 0.041557 22574 train 0.043704 22575 val 18.4222 22575 train 0.042571 22576 train 0.047651 22577 train 0.039187 22578 train 0.059955 22579 train 0.045803 22580 train 0.042733 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0.045440 22627 train 0.041798 22628 train 0.041125 22629 train 0.040017 22630 train 0.039875 22631 train 0.043596 22632 train 0.037489 22633 train 0.043089 22634 train 0.041115 22635 train 0.047472 22636 train 0.040711 22637 train 0.041449 22638 train 0.042159 22639 train 0.042416 22640 train 0.040416 22641 train 0.039619 22642 train 0.040922 22643 train 0.040966 22644 train 0.039960 22645 train 0.043453 22646 train 0.040335 22647 train 0.037839 22648 train 0.041120 22649 train 0.040922 22650 val 18.4549 22650 train 0.037275 22651 train 0.040397 22652 train 0.039880 22653 train 0.037793 22654 train 0.041697 22655 train 0.039712 22656 train 0.051133 22657 train 0.046006 22658 train 0.041301 22659 train 0.043692 22660 train 0.037753 22661 train 0.045191 22662 train 0.043142 22663 train 0.044098 22664 train 0.044772 22665 train 0.041202 22666 train 0.044177 22667 train 0.045424 22668 train 0.044211 22669 train 0.037149 22670 train 0.038332 22671 train 0.044959 22672 train 0.042215 22673 train 0.042334 22674 train 0.043694 22675 val 18.5134 22675 train 0.038327 22676 train 0.042873 22677 train 0.039278 22678 train 0.043076 22679 train 0.042952 22680 train 0.042104 22681 train 0.043554 22682 train 0.040290 22683 train 0.040353 22684 train 0.041590 22685 train 0.045722 22686 train 0.042183 22687 train 0.046948 22688 train 0.040180 22689 train 0.039574 22690 train 0.047272 22691 train 0.039020 22692 train 0.043144 22693 train 0.039820 22694 train 0.039349 22695 train 0.042321 22696 train 0.039722 22697 train 0.041252 22698 train 0.044125 22699 train 0.041813 22700 val 18.3705 22700 train 0.041556 22701 train 0.042086 22702 train 0.046020 22703 train 0.049267 22704 train 0.040380 22705 train 0.041311 22706 train 0.043738 22707 train 0.046915 22708 train 0.041262 22709 train 0.042348 22710 train 0.043426 22711 train 0.046462 22712 train 0.042723 22713 train 0.041251 22714 train 0.038087 22715 train 0.041929 22716 train 0.044040 22717 train 0.042284 22718 train 0.040827 22719 train 0.044112 22720 train 0.043837 22721 train 0.043327 22722 train 0.044648 22723 train 0.042875 22724 train 0.043634 22725 val 18.4019 22725 train 0.043791 22726 train 0.044557 22727 train 0.042162 22728 train 0.042663 22729 train 0.043211 22730 train 0.041815 22731 train 0.048819 22732 train 0.043515 22733 train 0.044405 22734 train 0.045778 22735 train 0.040075 22736 train 0.042213 22737 train 0.038590 22738 train 0.037162 22739 train 0.041034 22740 train 0.044311 22741 train 0.040140 22742 train 0.041953 22743 train 0.043585 22744 train 0.047765 22745 train 0.041289 22746 train 0.044960 22747 train 0.043713 22748 train 0.040439 22749 train 0.043186 22750 val 18.4820 22750 train 0.042566 22751 train 0.045082 22752 train 0.037811 22753 train 0.037424 22754 train 0.039337 22755 train 0.043071 22756 train 0.043046 22757 train 0.045470 22758 train 0.044161 22759 train 0.040608 22760 train 0.043487 22761 train 0.047132 22762 train 0.043926 22763 train 0.042321 22764 train 0.038765 22765 train 0.040777 22766 train 0.044085 22767 train 0.043281 22768 train 0.045345 22769 train 0.040045 22770 train 0.044865 22771 train 0.040382 22772 train 0.044979 22773 train 0.043629 22774 train 0.038537 22775 val 18.4419 22775 train 0.036832 22776 train 0.039917 22777 train 0.040109 22778 train 0.042696 22779 train 0.039038 22780 train 0.044177 22781 train 0.042539 22782 train 0.038950 22783 train 0.039790 22784 train 0.042786 22785 train 0.044519 22786 train 0.037119 22787 train 0.043292 22788 train 0.040887 22789 train 0.040481 22790 train 0.041537 22791 train 0.044111 22792 train 0.038856 22793 train 0.039051 22794 train 0.036579 22795 train 0.039981 22796 train 0.039485 22797 train 0.041488 22798 train 0.040429 22799 train 0.041926 22800 val 18.4622 22800 train 0.041431 22801 train 0.048273 22802 train 0.043186 22803 train 0.039636 22804 train 0.043558 22805 train 0.040986 22806 train 0.038175 22807 train 0.043568 22808 train 0.043320 22809 train 0.039704 22810 train 0.040819 22811 train 0.036693 22812 train 0.037415 22813 train 0.037577 22814 train 0.039612 22815 train 0.039717 22816 train 0.040989 22817 train 0.039034 22818 train 0.044872 22819 train 0.035378 22820 train 0.042221 22821 train 0.042588 22822 train 0.041225 22823 train 0.043672 22824 train 0.041739 22825 val 18.4488 22825 train 0.039904 22826 train 0.045656 22827 train 0.046162 22828 train 0.041060 22829 train 0.039633 22830 train 0.039427 22831 train 0.042482 22832 train 0.038725 22833 train 0.038029 22834 train 0.040640 22835 train 0.040417 22836 train 0.043770 22837 train 0.042334 22838 train 0.044082 22839 train 0.043967 22840 train 0.041522 22841 train 0.038490 22842 train 0.039079 22843 train 0.040776 22844 train 0.044084 22845 train 0.044468 22846 train 0.042755 22847 train 0.040826 22848 train 0.041323 22849 train 0.040589 22850 val 18.5497 22850 train 0.041286 22851 train 0.041715 22852 train 0.041278 22853 train 0.038317 22854 train 0.040242 22855 train 0.039261 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0.042194 22902 train 0.042074 22903 train 0.045286 22904 train 0.042878 22905 train 0.045771 22906 train 0.042277 22907 train 0.039931 22908 train 0.042762 22909 train 0.043715 22910 train 0.044492 22911 train 0.039940 22912 train 0.044625 22913 train 0.043367 22914 train 0.040632 22915 train 0.040172 22916 train 0.041736 22917 train 0.048585 22918 train 0.044966 22919 train 0.041988 22920 train 0.041398 22921 train 0.038939 22922 train 0.047889 22923 train 0.042619 22924 train 0.048034 22925 val 18.5589 22925 train 0.044801 22926 train 0.040612 22927 train 0.045776 22928 train 0.046146 22929 train 0.048639 22930 train 0.044666 22931 train 0.040095 22932 train 0.045086 22933 train 0.041034 22934 train 0.047513 22935 train 0.042603 22936 train 0.045133 22937 train 0.045508 22938 train 0.046662 22939 train 0.044734 22940 train 0.044557 22941 train 0.047037 22942 train 0.043874 22943 train 0.044516 22944 train 0.041893 22945 train 0.047685 22946 train 0.043932 22947 train 0.043410 22948 train 0.045784 22949 train 0.042824 22950 val 18.4505 22950 train 0.044240 22951 train 0.046036 22952 train 0.040246 22953 train 0.039103 22954 train 0.038089 22955 train 0.038925 22956 train 0.044317 22957 train 0.043484 22958 train 0.042436 22959 train 0.043046 22960 train 0.045430 22961 train 0.042541 22962 train 0.043560 22963 train 0.039766 22964 train 0.047494 22965 train 0.045797 22966 train 0.042923 22967 train 0.040893 22968 train 0.047928 22969 train 0.042044 22970 train 0.047382 22971 train 0.047862 22972 train 0.040542 22973 train 0.045498 22974 train 0.038099 22975 val 18.4796 22975 train 0.042224 22976 train 0.042971 22977 train 0.057106 22978 train 0.043434 22979 train 0.042896 22980 train 0.043073 22981 train 0.044253 22982 train 0.048340 22983 train 0.044437 22984 train 0.049089 22985 train 0.053666 22986 train 0.046419 22987 train 0.052471 22988 train 0.046372 22989 train 0.041347 22990 train 0.043074 22991 train 0.039041 22992 train 0.038762 22993 train 0.043135 22994 train 0.041869 22995 train 0.043228 22996 train 0.041884 22997 train 0.039556 22998 train 0.042648 22999 train 0.041408 23000 val 18.5321 23000 train 0.047444 23001 train 0.037186 23002 train 0.044306 23003 train 0.038714 23004 train 0.042350 23005 train 0.044639 23006 train 0.048108 23007 train 0.054328 23008 train 0.045969 23009 train 0.044767 23010 train 0.040202 23011 train 0.040627 23012 train 0.038136 23013 train 0.050983 23014 train 0.043533 23015 train 0.041950 23016 train 0.039757 23017 train 0.036574 23018 train 0.038110 23019 train 0.044244 23020 train 0.049871 23021 train 0.046458 23022 train 0.044994 23023 train 0.053022 23024 train 0.043741 23025 val 18.4470 23025 train 0.041500 23026 train 0.039632 23027 train 0.040937 23028 train 0.041689 23029 train 0.040115 23030 train 0.041241 23031 train 0.042490 23032 train 0.039981 23033 train 0.038856 23034 train 0.043760 23035 train 0.042226 23036 train 0.052871 23037 train 0.037195 23038 train 0.041038 23039 train 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train 0.041013 23086 train 0.047333 23087 train 0.041297 23088 train 0.045441 23089 train 0.046780 23090 train 0.041013 23091 train 0.042104 23092 train 0.041641 23093 train 0.042210 23094 train 0.044395 23095 train 0.042725 23096 train 0.037893 23097 train 0.039453 23098 train 0.041707 23099 train 0.051750 23100 val 18.5810 23100 train 0.040973 23101 train 0.039666 23102 train 0.040308 23103 train 0.043259 23104 train 0.042626 23105 train 0.047808 23106 train 0.037806 23107 train 0.040708 23108 train 0.039895 23109 train 0.041516 23110 train 0.043227 23111 train 0.043222 23112 train 0.037046 23113 train 0.039182 23114 train 0.038034 23115 train 0.037898 23116 train 0.041560 23117 train 0.042465 23118 train 0.042269 23119 train 0.038117 23120 train 0.041245 23121 train 0.038844 23122 train 0.041898 23123 train 0.045240 23124 train 0.043316 23125 val 18.4157 23125 train 0.048762 23126 train 0.045092 23127 train 0.048305 23128 train 0.042237 23129 train 0.040654 23130 train 0.042767 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0.040435 23177 train 0.041600 23178 train 0.040324 23179 train 0.040651 23180 train 0.042457 23181 train 0.041901 23182 train 0.041719 23183 train 0.042620 23184 train 0.046549 23185 train 0.041191 23186 train 0.044622 23187 train 0.039185 23188 train 0.042819 23189 train 0.043402 23190 train 0.040896 23191 train 0.039222 23192 train 0.041582 23193 train 0.037507 23194 train 0.042227 23195 train 0.041037 23196 train 0.037761 23197 train 0.040815 23198 train 0.035288 23199 train 0.040333 23200 val 18.5004 23200 train 0.049252 23201 train 0.040231 23202 train 0.043222 23203 train 0.042882 23204 train 0.046474 23205 train 0.048244 23206 train 0.040705 23207 train 0.040691 23208 train 0.044988 23209 train 0.046337 23210 train 0.042617 23211 train 0.040061 23212 train 0.050094 23213 train 0.041234 23214 train 0.043181 23215 train 0.039332 23216 train 0.042457 23217 train 0.043022 23218 train 0.042849 23219 train 0.042581 23220 train 0.040318 23221 train 0.044153 23222 train 0.044591 23223 train 0.043995 23224 train 0.044231 23225 val 18.5246 23225 train 0.045832 23226 train 0.039910 23227 train 0.043958 23228 train 0.040162 23229 train 0.044233 23230 train 0.042734 23231 train 0.042473 23232 train 0.043711 23233 train 0.046169 23234 train 0.037006 23235 train 0.043785 23236 train 0.043271 23237 train 0.041705 23238 train 0.041062 23239 train 0.037808 23240 train 0.039942 23241 train 0.047295 23242 train 0.041399 23243 train 0.041204 23244 train 0.048502 23245 train 0.042466 23246 train 0.042561 23247 train 0.042420 23248 train 0.087198 23249 train 0.040202 23250 val 18.4635 23250 train 0.043087 23251 train 0.042519 23252 train 0.043412 23253 train 0.047901 23254 train 0.043393 23255 train 0.041936 23256 train 0.041219 23257 train 0.043376 23258 train 0.041002 23259 train 0.041557 23260 train 0.044577 23261 train 0.040792 23262 train 0.041593 23263 train 0.048907 23264 train 0.040825 23265 train 0.039835 23266 train 0.039377 23267 train 0.048318 23268 train 0.039964 23269 train 0.041841 23270 train 0.041702 23271 train 0.045871 23272 train 0.042916 23273 train 0.042763 23274 train 0.043287 23275 val 18.6150 23275 train 0.040530 23276 train 0.039595 23277 train 0.040585 23278 train 0.043090 23279 train 0.038726 23280 train 0.047717 23281 train 0.046732 23282 train 0.044833 23283 train 0.040461 23284 train 0.056863 23285 train 0.042776 23286 train 0.042217 23287 train 0.040682 23288 train 0.042922 23289 train 0.049135 23290 train 0.043477 23291 train 0.042252 23292 train 0.045019 23293 train 0.042808 23294 train 0.040468 23295 train 0.039003 23296 train 0.045839 23297 train 0.041675 23298 train 0.040848 23299 train 0.048514 23300 val 18.4239 23300 train 0.042699 23301 train 0.036646 23302 train 0.039432 23303 train 0.038054 23304 train 0.038066 23305 train 0.041582 23306 train 0.043186 23307 train 0.040915 23308 train 0.037968 23309 train 0.041311 23310 train 0.045042 23311 train 0.036270 23312 train 0.038400 23313 train 0.040612 23314 train 0.042205 23315 train 0.040865 23316 train 0.037056 23317 train 0.041663 23318 train 0.042067 23319 train 0.039262 23320 train 0.042778 23321 train 0.037846 23322 train 0.037696 23323 train 0.038677 23324 train 0.042619 23325 val 18.4390 23325 train 0.046498 23326 train 0.038514 23327 train 0.042345 23328 train 0.043062 23329 train 0.041969 23330 train 0.042932 23331 train 0.036014 23332 train 0.039886 23333 train 0.043520 23334 train 0.042998 23335 train 0.045597 23336 train 0.039278 23337 train 0.037959 23338 train 0.032945 23339 train 0.040541 23340 train 0.042369 23341 train 0.043406 23342 train 0.043033 23343 train 0.046415 23344 train 0.040307 23345 train 0.042656 23346 train 0.044652 23347 train 0.035307 23348 train 0.040623 23349 train 0.043865 23350 val 18.5089 23350 train 0.040970 23351 train 0.043894 23352 train 0.038378 23353 train 0.038617 23354 train 0.039678 23355 train 0.039446 23356 train 0.040127 23357 train 0.042348 23358 train 0.039066 23359 train 0.036483 23360 train 0.038574 23361 train 0.051271 23362 train 0.042534 23363 train 0.041597 23364 train 0.043455 23365 train 0.042185 23366 train 0.042510 23367 train 0.040521 23368 train 0.044501 23369 train 0.043468 23370 train 0.047520 23371 train 0.049738 23372 train 0.043849 23373 train 0.041504 23374 train 0.039785 23375 val 18.5134 23375 train 0.038303 23376 train 0.040329 23377 train 0.037845 23378 train 0.040028 23379 train 0.040398 23380 train 0.044408 23381 train 0.045627 23382 train 0.038385 23383 train 0.039382 23384 train 0.041103 23385 train 0.043340 23386 train 0.039802 23387 train 0.041592 23388 train 0.038526 23389 train 0.039603 23390 train 0.050090 23391 train 0.042762 23392 train 0.041375 23393 train 0.039549 23394 train 0.039108 23395 train 0.041009 23396 train 0.043527 23397 train 0.046020 23398 train 0.039585 23399 train 0.041939 23400 val 18.4566 23400 train 0.042455 23401 train 0.046228 23402 train 0.042657 23403 train 0.041358 23404 train 0.044195 23405 train 0.047081 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0.039009 23452 train 0.048345 23453 train 0.041758 23454 train 0.038559 23455 train 0.040660 23456 train 0.036775 23457 train 0.038022 23458 train 0.038313 23459 train 0.038355 23460 train 0.043085 23461 train 0.036339 23462 train 0.040134 23463 train 0.042106 23464 train 0.041771 23465 train 0.035919 23466 train 0.040934 23467 train 0.034685 23468 train 0.040711 23469 train 0.053655 23470 train 0.039844 23471 train 0.045927 23472 train 0.040875 23473 train 0.040338 23474 train 0.038380 23475 val 18.4971 23475 train 0.042149 23476 train 0.039098 23477 train 0.042198 23478 train 0.041482 23479 train 0.037572 23480 train 0.041275 23481 train 0.042132 23482 train 0.041058 23483 train 0.048451 23484 train 0.044726 23485 train 0.050600 23486 train 0.041702 23487 train 0.045881 23488 train 0.060046 23489 train 0.046308 23490 train 0.037243 23491 train 0.042732 23492 train 0.044063 23493 train 0.042297 23494 train 0.039465 23495 train 0.041698 23496 train 0.043018 23497 train 0.039707 23498 train 0.034122 23499 train 0.036347 23500 val 18.5407 23500 train 0.039432 23501 train 0.035574 23502 train 0.038760 23503 train 0.043031 23504 train 0.038937 23505 train 0.041755 23506 train 0.040543 23507 train 0.040959 23508 train 0.041171 23509 train 0.040175 23510 train 0.042003 23511 train 0.042002 23512 train 0.046372 23513 train 0.042787 23514 train 0.040312 23515 train 0.040457 23516 train 0.040650 23517 train 0.040881 23518 train 0.039952 23519 train 0.042338 23520 train 0.039452 23521 train 0.042117 23522 train 0.043843 23523 train 0.042609 23524 train 0.048188 23525 val 18.4928 23525 train 0.042483 23526 train 0.041565 23527 train 0.044421 23528 train 0.042356 23529 train 0.042220 23530 train 0.043444 23531 train 0.042306 23532 train 0.044326 23533 train 0.042332 23534 train 0.041827 23535 train 0.036856 23536 train 0.039675 23537 train 0.037542 23538 train 0.036731 23539 train 0.036278 23540 train 0.036884 23541 train 0.036117 23542 train 0.038829 23543 train 0.044179 23544 train 0.036646 23545 train 0.038253 23546 train 0.040770 23547 train 0.044480 23548 train 0.045371 23549 train 0.038735 23550 val 18.4809 23550 train 0.035133 23551 train 0.049714 23552 train 0.041909 23553 train 0.045310 23554 train 0.051129 23555 train 0.043448 23556 train 0.041579 23557 train 0.043679 23558 train 0.038658 23559 train 0.043201 23560 train 0.044327 23561 train 0.036135 23562 train 0.040031 23563 train 0.042299 23564 train 0.043698 23565 train 0.041651 23566 train 0.040837 23567 train 0.043998 23568 train 0.041191 23569 train 0.049207 23570 train 0.047754 23571 train 0.044446 23572 train 0.042139 23573 train 0.042870 23574 train 0.035830 23575 val 18.6264 23575 train 0.036978 23576 train 0.037487 23577 train 0.040915 23578 train 0.040167 23579 train 0.038297 23580 train 0.039519 23581 train 0.041456 23582 train 0.041843 23583 train 0.041334 23584 train 0.046446 23585 train 0.035455 23586 train 0.039175 23587 train 0.045425 23588 train 0.041221 23589 train 0.038180 23590 train 0.070483 23591 train 0.042110 23592 train 0.043256 23593 train 0.044359 23594 train 0.042135 23595 train 0.042400 23596 train 0.041101 23597 train 0.038857 23598 train 0.044516 23599 train 0.043427 23600 val 18.5687 23600 train 0.036965 23601 train 0.045115 23602 train 0.039666 23603 train 0.040046 23604 train 0.044268 23605 train 0.062592 23606 train 0.048616 23607 train 0.045886 23608 train 0.044352 23609 train 0.046932 23610 train 0.042983 23611 train 0.040604 23612 train 0.039577 23613 train 0.040819 23614 train 0.043308 23615 train 0.038605 23616 train 0.040340 23617 train 0.036782 23618 train 0.042885 23619 train 0.037678 23620 train 0.041345 23621 train 0.039058 23622 train 0.037012 23623 train 0.041106 23624 train 0.045946 23625 val 18.4891 23625 train 0.039353 23626 train 0.049416 23627 train 0.040081 23628 train 0.041153 23629 train 0.043775 23630 train 0.043449 23631 train 0.043969 23632 train 0.038014 23633 train 0.037804 23634 train 0.038926 23635 train 0.044025 23636 train 0.036195 23637 train 0.040347 23638 train 0.039820 23639 train 0.037540 23640 train 0.037805 23641 train 0.038913 23642 train 0.042015 23643 train 0.041498 23644 train 0.046114 23645 train 0.040120 23646 train 0.038687 23647 train 0.047322 23648 train 0.037823 23649 train 0.038907 23650 val 18.5968 23650 train 0.041428 23651 train 0.041491 23652 train 0.045086 23653 train 0.038526 23654 train 0.042456 23655 train 0.037441 23656 train 0.036986 23657 train 0.038712 23658 train 0.037382 23659 train 0.041350 23660 train 0.034499 23661 train 0.038096 23662 train 0.045545 23663 train 0.039366 23664 train 0.039585 23665 train 0.041868 23666 train 0.045573 23667 train 0.040448 23668 train 0.037637 23669 train 0.037819 23670 train 0.040899 23671 train 0.042966 23672 train 0.038994 23673 train 0.040340 23674 train 0.043322 23675 val 18.5417 23675 train 0.038598 23676 train 0.038706 23677 train 0.042851 23678 train 0.038796 23679 train 0.038041 23680 train 0.040411 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0.044511 23727 train 0.042093 23728 train 0.040257 23729 train 0.043822 23730 train 0.047083 23731 train 0.040263 23732 train 0.044930 23733 train 0.041476 23734 train 0.039163 23735 train 0.045347 23736 train 0.041541 23737 train 0.041151 23738 train 0.041265 23739 train 0.040462 23740 train 0.039960 23741 train 0.042141 23742 train 0.041319 23743 train 0.043145 23744 train 0.040747 23745 train 0.043265 23746 train 0.046574 23747 train 0.038389 23748 train 0.039013 23749 train 0.039723 23750 val 18.5521 23750 train 0.043952 23751 train 0.037172 23752 train 0.036970 23753 train 0.041241 23754 train 0.042948 23755 train 0.039279 23756 train 0.041667 23757 train 0.039463 23758 train 0.038968 23759 train 0.038098 23760 train 0.043679 23761 train 0.039915 23762 train 0.044932 23763 train 0.041785 23764 train 0.042531 23765 train 0.042859 23766 train 0.043931 23767 train 0.042446 23768 train 0.039071 23769 train 0.041574 23770 train 0.046311 23771 train 0.040899 23772 train 0.040104 23773 train 0.042724 23774 train 0.039408 23775 val 18.6025 23775 train 0.046390 23776 train 0.039173 23777 train 0.041497 23778 train 0.041015 23779 train 0.041011 23780 train 0.042060 23781 train 0.040140 23782 train 0.041404 23783 train 0.045020 23784 train 0.042172 23785 train 0.040659 23786 train 0.042849 23787 train 0.038775 23788 train 0.039038 23789 train 0.042342 23790 train 0.043924 23791 train 0.043843 23792 train 0.042638 23793 train 0.039625 23794 train 0.038119 23795 train 0.038734 23796 train 0.039900 23797 train 0.035649 23798 train 0.041555 23799 train 0.037496 23800 val 18.6390 23800 train 0.042025 23801 train 0.043323 23802 train 0.045392 23803 train 0.040927 23804 train 0.043407 23805 train 0.042487 23806 train 0.041239 23807 train 0.041959 23808 train 0.039120 23809 train 0.045508 23810 train 0.034087 23811 train 0.044624 23812 train 0.044156 23813 train 0.040049 23814 train 0.041508 23815 train 0.040347 23816 train 0.043611 23817 train 0.037885 23818 train 0.037855 23819 train 0.039893 23820 train 0.039654 23821 train 0.036956 23822 train 0.040740 23823 train 0.039431 23824 train 0.044008 23825 val 18.5703 23825 train 0.046755 23826 train 0.042566 23827 train 0.038766 23828 train 0.040330 23829 train 0.044719 23830 train 0.038050 23831 train 0.039235 23832 train 0.037827 23833 train 0.039744 23834 train 0.035866 23835 train 0.036709 23836 train 0.042464 23837 train 0.037283 23838 train 0.039966 23839 train 0.039886 23840 train 0.038336 23841 train 0.059043 23842 train 0.041330 23843 train 0.041537 23844 train 0.037203 23845 train 0.047697 23846 train 0.040253 23847 train 0.045274 23848 train 0.043391 23849 train 0.037713 23850 val 18.5175 23850 train 0.039282 23851 train 0.041313 23852 train 0.044522 23853 train 0.102137 23854 train 0.044930 23855 train 0.044541 23856 train 0.050881 23857 train 0.044415 23858 train 0.044922 23859 train 0.045602 23860 train 0.042723 23861 train 0.045308 23862 train 0.043866 23863 train 0.043518 23864 train 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train 0.041416 23911 train 0.041248 23912 train 0.037742 23913 train 0.044615 23914 train 0.046736 23915 train 0.036713 23916 train 0.041779 23917 train 0.040144 23918 train 0.036640 23919 train 0.041377 23920 train 0.036183 23921 train 0.042852 23922 train 0.043481 23923 train 0.042909 23924 train 0.041931 23925 val 18.5167 23925 train 0.058920 23926 train 0.037382 23927 train 0.043365 23928 train 0.042513 23929 train 0.040353 23930 train 0.039200 23931 train 0.040576 23932 train 0.038047 23933 train 0.045578 23934 train 0.044285 23935 train 0.037068 23936 train 0.039261 23937 train 0.038739 23938 train 0.042776 23939 train 0.039818 23940 train 0.036474 23941 train 0.038681 23942 train 0.037484 23943 train 0.039119 23944 train 0.046737 23945 train 0.050560 23946 train 0.039134 23947 train 0.035858 23948 train 0.041860 23949 train 0.052061 23950 val 18.5113 23950 train 0.052800 23951 train 0.041088 23952 train 0.048167 23953 train 0.038556 23954 train 0.040955 23955 train 0.039026 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0.038609 24002 train 0.036240 24003 train 0.039812 24004 train 0.040354 24005 train 0.036906 24006 train 0.040313 24007 train 0.035566 24008 train 0.042613 24009 train 0.040607 24010 train 0.040480 24011 train 0.035580 24012 train 0.038984 24013 train 0.038195 24014 train 0.039871 24015 train 0.043865 24016 train 0.037552 24017 train 0.045763 24018 train 0.041474 24019 train 0.036167 24020 train 0.037568 24021 train 0.039866 24022 train 0.043755 24023 train 0.039389 24024 train 0.040205 24025 val 18.4862 24025 train 0.040423 24026 train 0.041063 24027 train 0.046501 24028 train 0.038131 24029 train 0.041292 24030 train 0.043794 24031 train 0.044442 24032 train 0.038017 24033 train 0.045427 24034 train 0.038959 24035 train 0.037407 24036 train 0.044303 24037 train 0.037343 24038 train 0.036090 24039 train 0.040323 24040 train 0.035471 24041 train 0.035953 24042 train 0.037465 24043 train 0.036452 24044 train 0.038952 24045 train 0.039052 24046 train 0.042663 24047 train 0.035713 24048 train 0.041053 24049 train 0.039938 24050 val 18.4970 24050 train 0.040210 24051 train 0.043085 24052 train 0.047311 24053 train 0.039289 24054 train 0.038047 24055 train 0.038641 24056 train 0.040292 24057 train 0.039415 24058 train 0.038475 24059 train 0.040240 24060 train 0.040099 24061 train 0.044522 24062 train 0.040386 24063 train 0.039154 24064 train 0.037178 24065 train 0.042985 24066 train 0.040865 24067 train 0.044873 24068 train 0.037867 24069 train 0.041993 24070 train 0.038620 24071 train 0.038912 24072 train 0.043803 24073 train 0.037549 24074 train 0.039475 24075 val 18.5502 24075 train 0.037402 24076 train 0.036842 24077 train 0.039177 24078 train 0.041133 24079 train 0.039783 24080 train 0.038272 24081 train 0.050261 24082 train 0.039805 24083 train 0.037072 24084 train 0.045884 24085 train 0.039421 24086 train 0.036951 24087 train 0.045982 24088 train 0.042285 24089 train 0.041083 24090 train 0.042727 24091 train 0.040361 24092 train 0.037758 24093 train 0.036831 24094 train 0.039242 24095 train 0.048296 24096 train 0.044018 24097 train 0.041517 24098 train 0.041675 24099 train 0.043515 24100 val 18.5387 24100 train 0.040008 24101 train 0.039184 24102 train 0.040214 24103 train 0.040595 24104 train 0.041457 24105 train 0.040392 24106 train 0.041292 24107 train 0.038518 24108 train 0.040781 24109 train 0.038083 24110 train 0.040440 24111 train 0.039042 24112 train 0.040948 24113 train 0.040787 24114 train 0.039065 24115 train 0.041669 24116 train 0.043665 24117 train 0.048093 24118 train 0.043612 24119 train 0.040679 24120 train 0.041547 24121 train 0.039601 24122 train 0.040282 24123 train 0.042878 24124 train 0.040429 24125 val 18.5838 24125 train 0.035699 24126 train 0.044537 24127 train 0.040255 24128 train 0.040159 24129 train 0.041880 24130 train 0.038390 24131 train 0.045944 24132 train 0.039370 24133 train 0.036951 24134 train 0.040962 24135 train 0.038587 24136 train 0.040875 24137 train 0.039201 24138 train 0.037411 24139 train 0.041998 24140 train 0.038763 24141 train 0.035353 24142 train 0.040504 24143 train 0.041018 24144 train 0.035553 24145 train 0.041535 24146 train 0.039405 24147 train 0.035776 24148 train 0.041249 24149 train 0.036732 24150 val 18.5552 24150 train 0.036783 24151 train 0.039378 24152 train 0.043425 24153 train 0.046457 24154 train 0.039330 24155 train 0.040671 24156 train 0.039799 24157 train 0.038943 24158 train 0.041000 24159 train 0.038632 24160 train 0.038804 24161 train 0.037259 24162 train 0.041519 24163 train 0.041204 24164 train 0.037507 24165 train 0.041957 24166 train 0.039122 24167 train 0.042042 24168 train 0.048715 24169 train 0.040893 24170 train 0.042288 24171 train 0.037070 24172 train 0.042334 24173 train 0.036004 24174 train 0.038065 24175 val 18.4552 24175 train 0.036449 24176 train 0.038585 24177 train 0.037691 24178 train 0.039701 24179 train 0.034692 24180 train 0.036070 24181 train 0.036374 24182 train 0.038431 24183 train 0.038201 24184 train 0.037114 24185 train 0.037476 24186 train 0.037511 24187 train 0.038779 24188 train 0.039234 24189 train 0.040622 24190 train 0.040865 24191 train 0.039839 24192 train 0.040672 24193 train 0.040211 24194 train 0.039689 24195 train 0.040090 24196 train 0.040478 24197 train 0.039005 24198 train 0.039918 24199 train 0.037848 24200 val 18.5011 24200 train 0.040911 24201 train 0.038310 24202 train 0.042291 24203 train 0.041405 24204 train 0.038423 24205 train 0.038976 24206 train 0.049130 24207 train 0.041341 24208 train 0.043201 24209 train 0.035485 24210 train 0.039363 24211 train 0.038524 24212 train 0.041143 24213 train 0.038272 24214 train 0.038823 24215 train 0.038834 24216 train 0.038693 24217 train 0.043137 24218 train 0.037165 24219 train 0.038138 24220 train 0.040035 24221 train 0.037064 24222 train 0.035761 24223 train 0.040543 24224 train 0.039327 24225 val 18.5992 24225 train 0.044862 24226 train 0.038733 24227 train 0.038242 24228 train 0.038637 24229 train 0.037047 24230 train 0.041031 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0.038823 24277 train 0.036780 24278 train 0.041787 24279 train 0.035385 24280 train 0.041237 24281 train 0.036956 24282 train 0.041727 24283 train 0.042734 24284 train 0.044519 24285 train 0.036894 24286 train 0.041198 24287 train 0.043763 24288 train 0.044464 24289 train 0.042346 24290 train 0.037816 24291 train 0.043902 24292 train 0.040118 24293 train 0.040185 24294 train 0.038513 24295 train 0.035880 24296 train 0.036204 24297 train 0.038482 24298 train 0.040784 24299 train 0.041700 24300 val 18.6235 24300 train 0.038055 24301 train 0.040919 24302 train 0.037998 24303 train 0.039844 24304 train 0.042071 24305 train 0.045654 24306 train 0.039976 24307 train 0.045841 24308 train 0.047085 24309 train 0.042981 24310 train 0.037457 24311 train 0.039401 24312 train 0.037302 24313 train 0.037449 24314 train 0.049708 24315 train 0.042678 24316 train 0.038206 24317 train 0.039356 24318 train 0.041602 24319 train 0.041488 24320 train 0.036714 24321 train 0.041582 24322 train 0.039295 24323 train 0.038096 24324 train 0.041220 24325 val 18.5040 24325 train 0.045515 24326 train 0.039405 24327 train 0.039354 24328 train 0.041480 24329 train 0.041814 24330 train 0.039912 24331 train 0.038142 24332 train 0.036127 24333 train 0.043330 24334 train 0.042011 24335 train 0.038748 24336 train 0.040362 24337 train 0.037547 24338 train 0.040672 24339 train 0.036318 24340 train 0.038161 24341 train 0.038241 24342 train 0.039216 24343 train 0.039641 24344 train 0.041309 24345 train 0.035317 24346 train 0.037434 24347 train 0.039656 24348 train 0.035461 24349 train 0.039806 24350 val 18.4975 24350 train 0.044242 24351 train 0.040122 24352 train 0.038028 24353 train 0.044817 24354 train 0.038289 24355 train 0.043981 24356 train 0.043662 24357 train 0.040798 24358 train 0.040018 24359 train 0.042887 24360 train 0.037728 24361 train 0.036198 24362 train 0.038105 24363 train 0.039585 24364 train 0.038643 24365 train 0.041776 24366 train 0.044433 24367 train 0.040263 24368 train 0.041004 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0.037860 24415 train 0.044605 24416 train 0.041758 24417 train 0.040283 24418 train 0.040387 24419 train 0.037835 24420 train 0.040736 24421 train 0.036585 24422 train 0.035143 24423 train 0.038325 24424 train 0.040555 24425 val 18.4756 24425 train 0.044077 24426 train 0.042064 24427 train 0.046611 24428 train 0.043194 24429 train 0.038469 24430 train 0.042970 24431 train 0.037422 24432 train 0.041156 24433 train 0.043612 24434 train 0.043186 24435 train 0.043576 24436 train 0.040531 24437 train 0.040551 24438 train 0.038512 24439 train 0.037714 24440 train 0.040576 24441 train 0.043128 24442 train 0.038420 24443 train 0.041103 24444 train 0.039499 24445 train 0.044154 24446 train 0.043917 24447 train 0.038719 24448 train 0.041729 24449 train 0.046768 24450 val 18.4849 24450 train 0.042809 24451 train 0.041448 24452 train 0.045970 24453 train 0.041300 24454 train 0.041645 24455 train 0.034060 24456 train 0.040820 24457 train 0.042640 24458 train 0.040115 24459 train 0.041309 24460 train 0.039388 24461 train 0.038432 24462 train 0.037243 24463 train 0.043650 24464 train 0.039453 24465 train 0.040319 24466 train 0.041968 24467 train 0.041888 24468 train 0.039329 24469 train 0.044151 24470 train 0.041796 24471 train 0.048029 24472 train 0.040175 24473 train 0.038702 24474 train 0.041839 24475 val 18.7124 24475 train 0.041378 24476 train 0.047862 24477 train 0.040849 24478 train 0.040741 24479 train 0.040964 24480 train 0.039528 24481 train 0.038971 24482 train 0.039713 24483 train 0.037548 24484 train 0.034656 24485 train 0.038655 24486 train 0.044092 24487 train 0.042093 24488 train 0.036932 24489 train 0.041163 24490 train 0.039484 24491 train 0.038434 24492 train 0.046175 24493 train 0.044635 24494 train 0.040260 24495 train 0.043503 24496 train 0.043343 24497 train 0.043965 24498 train 0.042562 24499 train 0.044224 24500 val 18.5821 24500 train 0.039185 24501 train 0.039389 24502 train 0.039816 24503 train 0.044559 24504 train 0.036832 24505 train 0.038808 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train 0.035576 24599 train 0.053230 24600 val 18.5584 24600 train 0.040188 24601 train 0.040626 24602 train 0.036104 24603 train 0.042104 24604 train 0.041264 24605 train 0.040119 24606 train 0.036322 24607 train 0.039887 24608 train 0.043769 24609 train 0.041044 24610 train 0.042875 24611 train 0.039308 24612 train 0.043161 24613 train 0.038197 24614 train 0.037028 24615 train 0.036774 24616 train 0.044781 24617 train 0.040534 24618 train 0.042188 24619 train 0.040972 24620 train 0.038539 24621 train 0.037236 24622 train 0.037875 24623 train 0.036966 24624 train 0.034702 24625 val 18.6543 24625 train 0.037002 24626 train 0.041903 24627 train 0.035478 24628 train 0.038657 24629 train 0.042146 24630 train 0.038993 24631 train 0.044361 24632 train 0.043071 24633 train 0.039890 24634 train 0.037925 24635 train 0.041850 24636 train 0.043820 24637 train 0.043455 24638 train 0.038318 24639 train 0.044361 24640 train 0.039894 24641 train 0.038057 24642 train 0.038260 24643 train 0.039309 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train 0.045867 24736 train 0.043488 24737 train 0.040863 24738 train 0.038146 24739 train 0.043166 24740 train 0.038471 24741 train 0.043164 24742 train 0.041752 24743 train 0.035755 24744 train 0.035512 24745 train 0.039915 24746 train 0.041130 24747 train 0.040358 24748 train 0.039986 24749 train 0.039201 24750 val 18.5902 24750 train 0.044845 24751 train 0.039092 24752 train 0.040374 24753 train 0.044224 24754 train 0.040680 24755 train 0.045141 24756 train 0.047482 24757 train 0.038715 24758 train 0.038567 24759 train 0.038270 24760 train 0.041384 24761 train 0.042017 24762 train 0.038912 24763 train 0.040156 24764 train 0.038348 24765 train 0.040812 24766 train 0.040262 24767 train 0.035679 24768 train 0.044677 24769 train 0.037668 24770 train 0.039619 24771 train 0.042921 24772 train 0.040145 24773 train 0.040493 24774 train 0.039845 24775 val 18.5430 24775 train 0.048020 24776 train 0.039747 24777 train 0.049841 24778 train 0.040934 24779 train 0.037108 24780 train 0.040911 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train 0.034648 24874 train 0.040125 24875 val 18.5147 24875 train 0.037629 24876 train 0.040797 24877 train 0.041628 24878 train 0.043370 24879 train 0.041803 24880 train 0.038336 24881 train 0.040206 24882 train 0.048965 24883 train 0.036728 24884 train 0.036170 24885 train 0.036679 24886 train 0.035998 24887 train 0.038342 24888 train 0.040562 24889 train 0.036878 24890 train 0.037080 24891 train 0.038608 24892 train 0.040349 24893 train 0.037223 24894 train 0.040037 24895 train 0.038735 24896 train 0.037240 24897 train 0.043049 24898 train 0.045066 24899 train 0.040091 24900 val 18.5749 24900 train 0.037481 24901 train 0.041163 24902 train 0.043554 24903 train 0.042397 24904 train 0.038619 24905 train 0.039375 24906 train 0.038874 24907 train 0.038782 24908 train 0.036756 24909 train 0.037176 24910 train 0.039424 24911 train 0.038650 24912 train 0.043925 24913 train 0.038650 24914 train 0.039033 24915 train 0.040507 24916 train 0.041004 24917 train 0.040271 24918 train 0.043158 24919 train 0.039238 24920 train 0.040650 24921 train 0.045879 24922 train 0.040105 24923 train 0.035766 24924 train 0.039524 24925 val 18.5435 24925 train 0.045685 24926 train 0.043844 24927 train 0.034242 24928 train 0.036578 24929 train 0.034709 24930 train 0.040778 24931 train 0.039566 24932 train 0.040823 24933 train 0.042008 24934 train 0.045071 24935 train 0.037380 24936 train 0.043167 24937 train 0.039937 24938 train 0.051463 24939 train 0.038740 24940 train 0.039580 24941 train 0.039703 24942 train 0.040600 24943 train 0.039858 24944 train 0.042970 24945 train 0.039654 24946 train 0.037825 24947 train 0.040303 24948 train 0.036979 24949 train 0.035806 24950 val 18.5635 24950 train 0.038137 24951 train 0.038276 24952 train 0.037180 24953 train 0.037198 24954 train 0.036603 24955 train 0.040094 24956 train 0.037020 24957 train 0.048814 24958 train 0.041087 24959 train 0.039843 24960 train 0.042235 24961 train 0.041180 24962 train 0.038956 24963 train 0.037402 24964 train 0.038931 24965 train 0.037938 24966 train 0.035197 24967 train 0.035579 24968 train 0.040256 24969 train 0.042807 24970 train 0.039201 24971 train 0.039543 24972 train 0.038803 24973 train 0.043843 24974 train 0.042901 24975 val 18.5003 24975 train 0.048427 24976 train 0.041686 24977 train 0.038917 24978 train 0.037496 24979 train 0.041970 24980 train 0.041410 24981 train 0.040308 24982 train 0.039548 24983 train 0.039467 24984 train 0.043366 24985 train 0.035536 24986 train 0.037385 24987 train 0.036981 24988 train 0.032630 24989 train 0.036312 24990 train 0.034150 24991 train 0.036150 24992 train 0.043064 24993 train 0.040512 24994 train 0.039744 24995 train 0.040216 24996 train 0.045482 24997 train 0.040399 24998 train 0.043955 24999 train 0.039742 25000 val 18.4947 25000 train 0.036449 25001 train 0.041982 25002 train 0.039935 25003 train 0.037925 25004 train 0.044809 25005 train 0.039023 25006 train 0.037457 25007 train 0.037827 25008 train 0.035178 25009 train 0.040173 25010 train 0.037909 25011 train 0.042025 25012 train 0.041750 25013 train 0.040525 25014 train 0.037998 25015 train 0.044625 25016 train 0.038782 25017 train 0.042608 25018 train 0.038569 25019 train 0.042448 25020 train 0.040752 25021 train 0.038091 25022 train 0.038308 25023 train 0.042165 25024 train 0.038567 25025 val 18.4880 25025 train 0.039606 25026 train 0.038199 25027 train 0.040877 25028 train 0.038420 25029 train 0.034848 25030 train 0.038909 25031 train 0.041797 25032 train 0.041725 25033 train 0.039925 25034 train 0.041434 25035 train 0.037633 25036 train 0.039347 25037 train 0.041073 25038 train 0.037891 25039 train 0.039968 25040 train 0.039357 25041 train 0.038068 25042 train 0.038992 25043 train 0.039999 25044 train 0.040075 25045 train 0.039482 25046 train 0.037485 25047 train 0.040915 25048 train 0.038390 25049 train 0.037164 25050 val 18.6506 25050 train 0.037854 25051 train 0.042328 25052 train 0.033715 25053 train 0.043207 25054 train 0.045251 25055 train 0.042280 25056 train 0.041691 25057 train 0.039987 25058 train 0.039034 25059 train 0.042594 25060 train 0.038577 25061 train 0.043363 25062 train 0.038137 25063 train 0.041943 25064 train 0.041659 25065 train 0.039580 25066 train 0.037519 25067 train 0.038106 25068 train 0.034729 25069 train 0.038447 25070 train 0.042662 25071 train 0.037217 25072 train 0.038212 25073 train 0.041189 25074 train 0.037407 25075 val 18.5577 25075 train 0.040120 25076 train 0.039198 25077 train 0.038751 25078 train 0.038126 25079 train 0.042806 25080 train 0.037910 25081 train 0.039138 25082 train 0.035447 25083 train 0.039969 25084 train 0.038588 25085 train 0.040259 25086 train 0.033360 25087 train 0.037394 25088 train 0.034015 25089 train 0.036699 25090 train 0.042617 25091 train 0.037676 25092 train 0.037773 25093 train 0.040591 25094 train 0.041498 25095 train 0.045894 25096 train 0.041646 25097 train 0.047873 25098 train 0.041272 25099 train 0.041057 25100 val 18.5612 25100 train 0.040594 25101 train 0.042142 25102 train 0.038137 25103 train 0.042393 25104 train 0.042211 25105 train 0.045840 25106 train 0.046079 25107 train 0.039289 25108 train 0.042095 25109 train 0.036214 25110 train 0.037453 25111 train 0.040559 25112 train 0.037014 25113 train 0.040299 25114 train 0.042189 25115 train 0.040803 25116 train 0.040601 25117 train 0.037408 25118 train 0.046006 25119 train 0.042030 25120 train 0.041673 25121 train 0.039545 25122 train 0.040597 25123 train 0.044328 25124 train 0.037996 25125 val 18.6043 25125 train 0.042894 25126 train 0.041308 25127 train 0.040837 25128 train 0.041939 25129 train 0.035898 25130 train 0.039396 25131 train 0.039209 25132 train 0.043414 25133 train 0.042889 25134 train 0.042346 25135 train 0.040806 25136 train 0.036289 25137 train 0.040365 25138 train 0.040669 25139 train 0.043575 25140 train 0.041093 25141 train 0.049547 25142 train 0.044592 25143 train 0.043224 25144 train 0.045771 25145 train 0.038586 25146 train 0.043709 25147 train 0.046519 25148 train 0.038089 25149 train 0.039260 25150 val 18.6431 25150 train 0.041939 25151 train 0.038526 25152 train 0.036683 25153 train 0.039654 25154 train 0.040228 25155 train 0.041083 25156 train 0.044437 25157 train 0.039606 25158 train 0.046002 25159 train 0.044774 25160 train 0.041329 25161 train 0.043078 25162 train 0.046728 25163 train 0.040493 25164 train 0.043724 25165 train 0.039226 25166 train 0.043264 25167 train 0.041147 25168 train 0.040003 25169 train 0.038615 25170 train 0.041711 25171 train 0.040330 25172 train 0.040628 25173 train 0.040006 25174 train 0.035956 25175 val 18.5163 25175 train 0.039662 25176 train 0.041501 25177 train 0.048845 25178 train 0.039682 25179 train 0.040980 25180 train 0.045916 25181 train 0.039346 25182 train 0.044460 25183 train 0.038897 25184 train 0.038617 25185 train 0.043378 25186 train 0.044859 25187 train 0.041820 25188 train 0.040056 25189 train 0.038257 25190 train 0.038277 25191 train 0.035752 25192 train 0.036680 25193 train 0.037332 25194 train 0.042473 25195 train 0.037398 25196 train 0.040058 25197 train 0.040382 25198 train 0.040921 25199 train 0.040036 25200 val 18.5658 25200 train 0.056113 25201 train 0.038624 25202 train 0.043543 25203 train 0.042387 25204 train 0.041402 25205 train 0.042605 25206 train 0.041234 25207 train 0.037899 25208 train 0.040337 25209 train 0.039834 25210 train 0.037183 25211 train 0.041468 25212 train 0.038839 25213 train 0.038779 25214 train 0.040887 25215 train 0.038081 25216 train 0.038640 25217 train 0.037128 25218 train 0.041194 25219 train 0.039167 25220 train 0.043497 25221 train 0.038279 25222 train 0.042191 25223 train 0.039649 25224 train 0.041085 25225 val 18.6180 25225 train 0.036982 25226 train 0.043175 25227 train 0.039079 25228 train 0.036978 25229 train 0.037010 25230 train 0.037351 25231 train 0.036778 25232 train 0.038803 25233 train 0.043932 25234 train 0.035210 25235 train 0.036131 25236 train 0.044064 25237 train 0.039526 25238 train 0.049861 25239 train 0.042407 25240 train 0.042763 25241 train 0.037822 25242 train 0.039000 25243 train 0.039337 25244 train 0.036767 25245 train 0.036031 25246 train 0.036495 25247 train 0.038450 25248 train 0.039493 25249 train 0.038938 25250 val 18.5432 25250 train 0.035441 25251 train 0.036145 25252 train 0.034660 25253 train 0.034608 25254 train 0.039806 25255 train 0.037506 25256 train 0.038538 25257 train 0.032980 25258 train 0.038654 25259 train 0.039919 25260 train 0.043063 25261 train 0.040163 25262 train 0.045072 25263 train 0.038009 25264 train 0.037903 25265 train 0.037987 25266 train 0.038601 25267 train 0.038948 25268 train 0.043090 25269 train 0.045634 25270 train 0.035298 25271 train 0.036676 25272 train 0.036173 25273 train 0.038756 25274 train 0.039636 25275 val 18.5745 25275 train 0.038794 25276 train 0.038039 25277 train 0.038862 25278 train 0.039289 25279 train 0.037312 25280 train 0.040226 25281 train 0.043691 25282 train 0.040051 25283 train 0.038141 25284 train 0.043243 25285 train 0.044092 25286 train 0.035731 25287 train 0.039210 25288 train 0.039431 25289 train 0.037804 25290 train 0.039109 25291 train 0.039836 25292 train 0.038276 25293 train 0.031728 25294 train 0.037551 25295 train 0.039070 25296 train 0.040370 25297 train 0.036615 25298 train 0.039677 25299 train 0.035727 25300 val 18.6305 25300 train 0.047045 25301 train 0.045392 25302 train 0.039417 25303 train 0.038511 25304 train 0.044373 25305 train 0.044551 25306 train 0.035895 25307 train 0.041138 25308 train 0.037651 25309 train 0.036471 25310 train 0.042719 25311 train 0.040203 25312 train 0.042067 25313 train 0.038255 25314 train 0.039805 25315 train 0.040010 25316 train 0.038895 25317 train 0.039275 25318 train 0.040940 25319 train 0.038115 25320 train 0.044542 25321 train 0.042016 25322 train 0.036431 25323 train 0.045152 25324 train 0.040517 25325 val 18.5129 25325 train 0.040082 25326 train 0.040606 25327 train 0.039713 25328 train 0.042981 25329 train 0.038065 25330 train 0.039134 25331 train 0.040977 25332 train 0.045235 25333 train 0.037340 25334 train 0.043630 25335 train 0.034156 25336 train 0.040524 25337 train 0.040053 25338 train 0.037932 25339 train 0.034211 25340 train 0.041399 25341 train 0.040536 25342 train 0.037826 25343 train 0.043003 25344 train 0.036779 25345 train 0.037135 25346 train 0.041380 25347 train 0.039436 25348 train 0.041662 25349 train 0.035716 25350 val 18.5308 25350 train 0.037894 25351 train 0.037725 25352 train 0.044890 25353 train 0.036810 25354 train 0.040214 25355 train 0.036685 25356 train 0.037688 25357 train 0.038227 25358 train 0.039008 25359 train 0.042492 25360 train 0.039185 25361 train 0.044572 25362 train 0.037450 25363 train 0.042055 25364 train 0.045150 25365 train 0.039255 25366 train 0.036306 25367 train 0.035955 25368 train 0.037314 25369 train 0.038964 25370 train 0.040694 25371 train 0.036987 25372 train 0.037501 25373 train 0.039929 25374 train 0.037191 25375 val 18.6172 25375 train 0.035238 25376 train 0.037068 25377 train 0.037547 25378 train 0.035735 25379 train 0.041772 25380 train 0.035443 25381 train 0.040191 25382 train 0.037173 25383 train 0.040391 25384 train 0.037404 25385 train 0.037202 25386 train 0.041356 25387 train 0.037095 25388 train 0.037360 25389 train 0.038770 25390 train 0.042188 25391 train 0.038542 25392 train 0.042737 25393 train 0.038462 25394 train 0.037838 25395 train 0.042652 25396 train 0.040191 25397 train 0.040228 25398 train 0.043509 25399 train 0.057329 25400 val 18.5996 25400 train 0.043263 25401 train 0.034932 25402 train 0.037942 25403 train 0.040678 25404 train 0.041412 25405 train 0.040103 25406 train 0.037802 25407 train 0.036930 25408 train 0.036410 25409 train 0.042359 25410 train 0.042527 25411 train 0.040488 25412 train 0.037333 25413 train 0.032269 25414 train 0.033483 25415 train 0.035923 25416 train 0.041021 25417 train 0.042203 25418 train 0.036460 25419 train 0.040037 25420 train 0.037114 25421 train 0.037184 25422 train 0.037631 25423 train 0.036975 25424 train 0.034304 25425 val 18.5881 25425 train 0.042657 25426 train 0.042345 25427 train 0.035520 25428 train 0.043043 25429 train 0.035131 25430 train 0.038442 25431 train 0.037072 25432 train 0.040380 25433 train 0.040991 25434 train 0.046197 25435 train 0.040854 25436 train 0.037702 25437 train 0.039283 25438 train 0.041624 25439 train 0.041692 25440 train 0.041249 25441 train 0.042621 25442 train 0.035580 25443 train 0.036704 25444 train 0.038638 25445 train 0.040867 25446 train 0.038887 25447 train 0.039768 25448 train 0.039449 25449 train 0.038124 25450 val 18.5730 25450 train 0.040965 25451 train 0.038270 25452 train 0.038643 25453 train 0.045395 25454 train 0.037381 25455 train 0.038480 25456 train 0.035763 25457 train 0.039961 25458 train 0.043494 25459 train 0.038239 25460 train 0.038117 25461 train 0.035734 25462 train 0.042394 25463 train 0.038452 25464 train 0.041080 25465 train 0.037860 25466 train 0.042253 25467 train 0.038726 25468 train 0.037276 25469 train 0.038672 25470 train 0.038953 25471 train 0.040527 25472 train 0.038704 25473 train 0.039132 25474 train 0.041610 25475 val 18.5983 25475 train 0.040075 25476 train 0.038738 25477 train 0.039423 25478 train 0.038178 25479 train 0.045104 25480 train 0.043265 25481 train 0.046430 25482 train 0.039493 25483 train 0.040190 25484 train 0.041804 25485 train 0.041288 25486 train 0.045625 25487 train 0.041653 25488 train 0.039374 25489 train 0.046818 25490 train 0.040359 25491 train 0.037989 25492 train 0.035588 25493 train 0.043595 25494 train 0.041587 25495 train 0.037237 25496 train 0.038761 25497 train 0.038104 25498 train 0.039844 25499 train 0.038550 25500 val 18.4863 25500 train 0.038104 25501 train 0.041768 25502 train 0.038986 25503 train 0.039254 25504 train 0.036879 25505 train 0.037501 25506 train 0.037869 25507 train 0.038412 25508 train 0.039632 25509 train 0.041138 25510 train 0.039079 25511 train 0.037333 25512 train 0.038916 25513 train 0.041771 25514 train 0.040168 25515 train 0.040036 25516 train 0.038772 25517 train 0.038304 25518 train 0.040908 25519 train 0.039649 25520 train 0.038591 25521 train 0.037557 25522 train 0.037982 25523 train 0.039649 25524 train 0.037958 25525 val 18.5447 25525 train 0.044367 25526 train 0.038413 25527 train 0.038369 25528 train 0.037876 25529 train 0.037771 25530 train 0.034692 25531 train 0.039185 25532 train 0.039421 25533 train 0.037242 25534 train 0.041723 25535 train 0.036609 25536 train 0.037798 25537 train 0.037638 25538 train 0.034243 25539 train 0.044122 25540 train 0.044290 25541 train 0.040091 25542 train 0.034164 25543 train 0.038421 25544 train 0.038368 25545 train 0.038472 25546 train 0.036125 25547 train 0.036518 25548 train 0.038680 25549 train 0.040831 25550 val 18.6427 25550 train 0.042206 25551 train 0.042174 25552 train 0.038066 25553 train 0.035271 25554 train 0.040062 25555 train 0.042543 25556 train 0.033295 25557 train 0.038652 25558 train 0.035258 25559 train 0.043503 25560 train 0.038029 25561 train 0.039313 25562 train 0.034282 25563 train 0.041546 25564 train 0.041677 25565 train 0.036509 25566 train 0.040264 25567 train 0.036608 25568 train 0.040556 25569 train 0.036162 25570 train 0.037444 25571 train 0.039206 25572 train 0.038018 25573 train 0.038742 25574 train 0.036157 25575 val 18.6528 25575 train 0.041176 25576 train 0.035250 25577 train 0.038749 25578 train 0.038656 25579 train 0.039039 25580 train 0.036096 25581 train 0.039680 25582 train 0.042665 25583 train 0.043039 25584 train 0.037315 25585 train 0.041664 25586 train 0.040562 25587 train 0.037968 25588 train 0.039312 25589 train 0.035057 25590 train 0.040740 25591 train 0.045625 25592 train 0.038282 25593 train 0.037490 25594 train 0.037462 25595 train 0.040164 25596 train 0.037351 25597 train 0.038493 25598 train 0.036287 25599 train 0.041021 25600 val 18.6590 25600 train 0.041788 25601 train 0.039456 25602 train 0.047611 25603 train 0.038665 25604 train 0.038778 25605 train 0.043218 25606 train 0.043538 25607 train 0.040451 25608 train 0.040898 25609 train 0.044586 25610 train 0.041244 25611 train 0.042611 25612 train 0.039601 25613 train 0.037027 25614 train 0.038638 25615 train 0.036980 25616 train 0.037209 25617 train 0.039380 25618 train 0.039746 25619 train 0.037608 25620 train 0.039383 25621 train 0.043596 25622 train 0.040381 25623 train 0.038793 25624 train 0.039737 25625 val 18.5413 25625 train 0.036187 25626 train 0.041607 25627 train 0.039736 25628 train 0.040747 25629 train 0.041361 25630 train 0.041988 25631 train 0.038509 25632 train 0.041389 25633 train 0.042260 25634 train 0.039441 25635 train 0.035129 25636 train 0.048821 25637 train 0.038405 25638 train 0.040262 25639 train 0.039176 25640 train 0.042706 25641 train 0.044263 25642 train 0.040376 25643 train 0.041824 25644 train 0.039315 25645 train 0.046055 25646 train 0.039650 25647 train 0.038236 25648 train 0.038969 25649 train 0.037889 25650 val 18.5779 25650 train 0.039795 25651 train 0.038369 25652 train 0.037894 25653 train 0.035063 25654 train 0.038463 25655 train 0.034530 25656 train 0.038315 25657 train 0.038322 25658 train 0.039424 25659 train 0.038235 25660 train 0.039000 25661 train 0.038574 25662 train 0.043624 25663 train 0.036723 25664 train 0.048381 25665 train 0.045817 25666 train 0.037021 25667 train 0.039248 25668 train 0.038268 25669 train 0.038869 25670 train 0.041459 25671 train 0.035309 25672 train 0.039939 25673 train 0.036659 25674 train 0.037948 25675 val 18.7303 25675 train 0.037347 25676 train 0.034584 25677 train 0.040171 25678 train 0.044221 25679 train 0.037604 25680 train 0.040168 25681 train 0.039824 25682 train 0.039301 25683 train 0.039036 25684 train 0.042439 25685 train 0.037407 25686 train 0.040759 25687 train 0.037618 25688 train 0.038802 25689 train 0.038081 25690 train 0.040652 25691 train 0.040744 25692 train 0.037683 25693 train 0.038662 25694 train 0.036264 25695 train 0.039627 25696 train 0.038406 25697 train 0.037212 25698 train 0.038992 25699 train 0.040527 25700 val 18.6024 25700 train 0.043716 25701 train 0.047876 25702 train 0.040059 25703 train 0.038302 25704 train 0.037526 25705 train 0.037603 25706 train 0.039497 25707 train 0.041305 25708 train 0.043418 25709 train 0.039119 25710 train 0.041268 25711 train 0.041717 25712 train 0.039264 25713 train 0.038802 25714 train 0.037031 25715 train 0.041756 25716 train 0.034900 25717 train 0.037689 25718 train 0.038925 25719 train 0.039015 25720 train 0.042428 25721 train 0.039315 25722 train 0.039874 25723 train 0.037828 25724 train 0.040773 25725 val 18.6044 25725 train 0.033079 25726 train 0.037209 25727 train 0.043693 25728 train 0.041366 25729 train 0.045617 25730 train 0.039843 25731 train 0.041212 25732 train 0.036157 25733 train 0.034375 25734 train 0.037192 25735 train 0.035751 25736 train 0.041727 25737 train 0.054040 25738 train 0.039949 25739 train 0.034985 25740 train 0.039562 25741 train 0.037736 25742 train 0.040793 25743 train 0.042284 25744 train 0.040795 25745 train 0.043966 25746 train 0.043995 25747 train 0.043866 25748 train 0.041226 25749 train 0.039599 25750 val 18.6791 25750 train 0.036920 25751 train 0.038969 25752 train 0.036644 25753 train 0.042350 25754 train 0.040403 25755 train 0.039416 25756 train 0.038954 25757 train 0.034433 25758 train 0.034000 25759 train 0.036327 25760 train 0.040943 25761 train 0.036377 25762 train 0.036147 25763 train 0.040696 25764 train 0.041464 25765 train 0.038165 25766 train 0.041866 25767 train 0.041547 25768 train 0.041836 25769 train 0.038098 25770 train 0.040318 25771 train 0.036289 25772 train 0.052923 25773 train 0.045264 25774 train 0.043623 25775 val 18.6740 25775 train 0.037504 25776 train 0.036489 25777 train 0.036432 25778 train 0.038950 25779 train 0.037475 25780 train 0.042466 25781 train 0.043633 25782 train 0.044811 25783 train 0.042027 25784 train 0.036528 25785 train 0.056166 25786 train 0.041868 25787 train 0.037354 25788 train 0.037579 25789 train 0.047660 25790 train 0.042452 25791 train 0.042907 25792 train 0.039489 25793 train 0.037183 25794 train 0.037914 25795 train 0.036100 25796 train 0.040941 25797 train 0.032362 25798 train 0.039349 25799 train 0.033632 25800 val 18.6036 25800 train 0.033539 25801 train 0.037463 25802 train 0.041152 25803 train 0.036606 25804 train 0.040371 25805 train 0.036104 25806 train 0.038758 25807 train 0.041359 25808 train 0.085374 25809 train 0.044623 25810 train 0.041838 25811 train 0.042751 25812 train 0.039269 25813 train 0.040196 25814 train 0.039653 25815 train 0.039554 25816 train 0.042910 25817 train 0.038745 25818 train 0.041947 25819 train 0.040523 25820 train 0.038349 25821 train 0.041350 25822 train 0.045224 25823 train 0.039486 25824 train 0.038623 25825 val 18.5906 25825 train 0.041711 25826 train 0.036962 25827 train 0.044316 25828 train 0.044755 25829 train 0.039791 25830 train 0.037573 25831 train 0.038236 25832 train 0.038651 25833 train 0.037626 25834 train 0.038895 25835 train 0.037981 25836 train 0.036160 25837 train 0.037239 25838 train 0.035958 25839 train 0.036016 25840 train 0.035616 25841 train 0.038546 25842 train 0.039638 25843 train 0.037780 25844 train 0.043637 25845 train 0.042378 25846 train 0.040945 25847 train 0.039412 25848 train 0.037472 25849 train 0.045069 25850 val 18.6122 25850 train 0.038174 25851 train 0.039595 25852 train 0.040037 25853 train 0.039481 25854 train 0.037958 25855 train 0.038020 25856 train 0.035942 25857 train 0.039629 25858 train 0.038792 25859 train 0.035376 25860 train 0.035149 25861 train 0.036930 25862 train 0.040000 25863 train 0.039836 25864 train 0.044794 25865 train 0.037585 25866 train 0.036076 25867 train 0.039954 25868 train 0.038444 25869 train 0.041361 25870 train 0.035917 25871 train 0.041786 25872 train 0.036302 25873 train 0.040271 25874 train 0.039406 25875 val 18.5879 25875 train 0.039251 25876 train 0.037365 25877 train 0.038240 25878 train 0.035282 25879 train 0.035374 25880 train 0.036573 25881 train 0.036167 25882 train 0.035419 25883 train 0.035046 25884 train 0.042605 25885 train 0.039635 25886 train 0.037107 25887 train 0.043249 25888 train 0.036689 25889 train 0.038721 25890 train 0.037583 25891 train 0.034971 25892 train 0.034920 25893 train 0.043685 25894 train 0.039956 25895 train 0.038313 25896 train 0.036537 25897 train 0.037434 25898 train 0.040136 25899 train 0.036992 25900 val 18.6438 25900 train 0.035556 25901 train 0.037746 25902 train 0.036108 25903 train 0.036152 25904 train 0.039097 25905 train 0.041261 25906 train 0.034988 25907 train 0.040769 25908 train 0.034864 25909 train 0.043668 25910 train 0.041545 25911 train 0.040657 25912 train 0.038513 25913 train 0.038108 25914 train 0.032280 25915 train 0.038183 25916 train 0.038570 25917 train 0.038170 25918 train 0.037178 25919 train 0.039075 25920 train 0.034366 25921 train 0.039738 25922 train 0.031992 25923 train 0.036854 25924 train 0.036628 25925 val 18.5926 25925 train 0.041621 25926 train 0.037998 25927 train 0.039089 25928 train 0.037877 25929 train 0.041236 25930 train 0.042123 25931 train 0.040901 25932 train 0.035903 25933 train 0.038626 25934 train 0.038963 25935 train 0.037100 25936 train 0.038073 25937 train 0.036362 25938 train 0.035553 25939 train 0.038979 25940 train 0.033929 25941 train 0.041766 25942 train 0.037690 25943 train 0.036942 25944 train 0.044192 25945 train 0.039925 25946 train 0.039783 25947 train 0.038838 25948 train 0.041283 25949 train 0.041181 25950 val 18.6273 25950 train 0.039825 25951 train 0.044990 25952 train 0.040770 25953 train 0.038915 25954 train 0.036615 25955 train 0.046491 25956 train 0.039987 25957 train 0.035552 25958 train 0.035404 25959 train 0.037241 25960 train 0.036836 25961 train 0.038873 25962 train 0.037914 25963 train 0.036997 25964 train 0.038712 25965 train 0.039303 25966 train 0.047309 25967 train 0.041142 25968 train 0.036344 25969 train 0.036116 25970 train 0.042449 25971 train 0.034614 25972 train 0.039264 25973 train 0.037662 25974 train 0.035683 25975 val 18.5897 25975 train 0.041576 25976 train 0.035028 25977 train 0.041519 25978 train 0.037472 25979 train 0.039613 25980 train 0.038089 25981 train 0.034537 25982 train 0.039233 25983 train 0.036101 25984 train 0.042173 25985 train 0.042349 25986 train 0.036821 25987 train 0.038411 25988 train 0.039443 25989 train 0.037820 25990 train 0.039752 25991 train 0.050296 25992 train 0.035592 25993 train 0.036449 25994 train 0.037120 25995 train 0.040191 25996 train 0.037449 25997 train 0.032955 25998 train 0.035864 25999 train 0.035990 26000 val 18.6067 26000 train 0.037506 26001 train 0.033987 26002 train 0.038952 26003 train 0.038685 26004 train 0.038593 26005 train 0.048264 26006 train 0.044923 26007 train 0.036760 26008 train 0.042985 26009 train 0.039502 26010 train 0.042342 26011 train 0.039223 26012 train 0.041210 26013 train 0.043528 26014 train 0.036498 26015 train 0.038847 26016 train 0.037316 26017 train 0.036853 26018 train 0.039725 26019 train 0.036152 26020 train 0.033579 26021 train 0.038171 26022 train 0.039549 26023 train 0.037750 26024 train 0.037106 26025 val 18.6402 26025 train 0.033943 26026 train 0.044360 26027 train 0.043658 26028 train 0.039594 26029 train 0.040960 26030 train 0.038257 26031 train 0.040159 26032 train 0.041169 26033 train 0.039502 26034 train 0.037975 26035 train 0.038062 26036 train 0.035505 26037 train 0.036139 26038 train 0.039112 26039 train 0.040389 26040 train 0.037249 26041 train 0.040037 26042 train 0.037047 26043 train 0.034969 26044 train 0.041254 26045 train 0.037053 26046 train 0.038045 26047 train 0.044926 26048 train 0.043204 26049 train 0.056662 26050 val 18.5705 26050 train 0.039690 26051 train 0.040638 26052 train 0.039335 26053 train 0.036408 26054 train 0.037276 26055 train 0.038562 26056 train 0.040291 26057 train 0.040797 26058 train 0.039840 26059 train 0.040389 26060 train 0.039244 26061 train 0.035708 26062 train 0.036298 26063 train 0.034113 26064 train 0.041401 26065 train 0.039124 26066 train 0.036608 26067 train 0.043079 26068 train 0.043304 26069 train 0.039583 26070 train 0.038457 26071 train 0.037408 26072 train 0.034550 26073 train 0.035270 26074 train 0.039525 26075 val 18.5792 26075 train 0.040484 26076 train 0.044498 26077 train 0.040192 26078 train 0.039766 26079 train 0.032633 26080 train 0.039522 26081 train 0.034895 26082 train 0.034399 26083 train 0.031348 26084 train 0.035056 26085 train 0.038583 26086 train 0.035097 26087 train 0.035702 26088 train 0.038114 26089 train 0.040799 26090 train 0.037906 26091 train 0.039193 26092 train 0.040511 26093 train 0.036040 26094 train 0.034496 26095 train 0.037890 26096 train 0.039382 26097 train 0.035049 26098 train 0.038205 26099 train 0.037134 26100 val 18.7257 26100 train 0.038284 26101 train 0.033369 26102 train 0.038685 26103 train 0.037382 26104 train 0.034550 26105 train 0.038369 26106 train 0.036437 26107 train 0.039489 26108 train 0.038761 26109 train 0.041127 26110 train 0.040509 26111 train 0.037167 26112 train 0.043664 26113 train 0.040685 26114 train 0.036887 26115 train 0.040135 26116 train 0.035785 26117 train 0.036768 26118 train 0.042463 26119 train 0.033974 26120 train 0.034725 26121 train 0.039207 26122 train 0.037651 26123 train 0.033048 26124 train 0.036440 26125 val 18.6586 26125 train 0.036441 26126 train 0.034602 26127 train 0.040375 26128 train 0.039897 26129 train 0.040199 26130 train 0.036253 26131 train 0.038147 26132 train 0.039458 26133 train 0.040412 26134 train 0.036156 26135 train 0.038786 26136 train 0.039341 26137 train 0.034897 26138 train 0.040712 26139 train 0.036324 26140 train 0.035113 26141 train 0.035996 26142 train 0.036500 26143 train 0.041329 26144 train 0.037638 26145 train 0.034814 26146 train 0.037201 26147 train 0.044022 26148 train 0.040169 26149 train 0.040172 26150 val 18.6237 26150 train 0.040658 26151 train 0.040332 26152 train 0.039305 26153 train 0.037888 26154 train 0.041028 26155 train 0.037397 26156 train 0.040620 26157 train 0.039430 26158 train 0.036165 26159 train 0.036928 26160 train 0.039244 26161 train 0.038206 26162 train 0.034652 26163 train 0.034202 26164 train 0.034815 26165 train 0.040522 26166 train 0.038375 26167 train 0.037561 26168 train 0.040375 26169 train 0.036182 26170 train 0.035444 26171 train 0.036168 26172 train 0.040964 26173 train 0.039101 26174 train 0.044496 26175 val 18.6139 26175 train 0.035669 26176 train 0.036927 26177 train 0.037121 26178 train 0.039116 26179 train 0.041741 26180 train 0.039281 26181 train 0.034371 26182 train 0.035856 26183 train 0.036690 26184 train 0.036940 26185 train 0.037236 26186 train 0.034452 26187 train 0.043776 26188 train 0.040193 26189 train 0.034987 26190 train 0.042087 26191 train 0.037591 26192 train 0.038525 26193 train 0.037890 26194 train 0.036925 26195 train 0.035491 26196 train 0.047112 26197 train 0.036252 26198 train 0.033026 26199 train 0.038787 26200 val 18.6925 26200 train 0.036723 26201 train 0.036394 26202 train 0.037565 26203 train 0.036391 26204 train 0.032781 26205 train 0.036718 26206 train 0.038838 26207 train 0.035286 26208 train 0.045389 26209 train 0.039793 26210 train 0.037399 26211 train 0.036106 26212 train 0.037908 26213 train 0.040974 26214 train 0.042577 26215 train 0.048959 26216 train 0.041261 26217 train 0.036972 26218 train 0.039979 26219 train 0.039994 26220 train 0.039846 26221 train 0.038146 26222 train 0.034265 26223 train 0.039412 26224 train 0.038592 26225 val 18.6216 26225 train 0.037095 26226 train 0.042188 26227 train 0.041091 26228 train 0.036710 26229 train 0.035802 26230 train 0.035997 26231 train 0.035322 26232 train 0.040499 26233 train 0.037067 26234 train 0.036433 26235 train 0.041486 26236 train 0.038927 26237 train 0.039948 26238 train 0.034670 26239 train 0.034226 26240 train 0.035283 26241 train 0.033865 26242 train 0.037873 26243 train 0.037663 26244 train 0.035585 26245 train 0.037342 26246 train 0.035049 26247 train 0.031211 26248 train 0.036511 26249 train 0.046679 26250 val 18.6094 26250 train 0.040098 26251 train 0.039543 26252 train 0.040450 26253 train 0.047436 26254 train 0.041976 26255 train 0.035651 26256 train 0.044256 26257 train 0.037778 26258 train 0.040177 26259 train 0.040595 26260 train 0.039118 26261 train 0.037372 26262 train 0.037699 26263 train 0.039716 26264 train 0.035950 26265 train 0.034453 26266 train 0.037045 26267 train 0.037512 26268 train 0.038890 26269 train 0.040351 26270 train 0.035164 26271 train 0.045400 26272 train 0.037945 26273 train 0.037058 26274 train 0.038867 26275 val 18.6960 26275 train 0.033350 26276 train 0.036535 26277 train 0.037325 26278 train 0.044248 26279 train 0.039916 26280 train 0.035769 26281 train 0.038206 26282 train 0.037671 26283 train 0.038836 26284 train 0.041607 26285 train 0.035437 26286 train 0.034073 26287 train 0.033270 26288 train 0.037492 26289 train 0.038187 26290 train 0.038082 26291 train 0.036229 26292 train 0.064901 26293 train 0.035716 26294 train 0.033653 26295 train 0.036088 26296 train 0.036629 26297 train 0.034795 26298 train 0.038369 26299 train 0.039072 26300 val 18.6324 26300 train 0.037234 26301 train 0.036536 26302 train 0.042891 26303 train 0.043839 26304 train 0.036369 26305 train 0.038770 26306 train 0.033638 26307 train 0.040028 26308 train 0.036573 26309 train 0.038061 26310 train 0.040714 26311 train 0.039195 26312 train 0.037722 26313 train 0.037307 26314 train 0.045802 26315 train 0.039253 26316 train 0.034869 26317 train 0.035666 26318 train 0.040250 26319 train 0.039248 26320 train 0.037940 26321 train 0.039262 26322 train 0.035019 26323 train 0.035109 26324 train 0.033580 26325 val 18.5778 26325 train 0.034848 26326 train 0.037699 26327 train 0.033715 26328 train 0.042085 26329 train 0.038612 26330 train 0.039631 26331 train 0.039889 26332 train 0.036287 26333 train 0.037520 26334 train 0.039995 26335 train 0.037263 26336 train 0.037522 26337 train 0.042996 26338 train 0.038875 26339 train 0.039763 26340 train 0.037858 26341 train 0.037961 26342 train 0.038530 26343 train 0.036071 26344 train 0.034237 26345 train 0.037234 26346 train 0.033465 26347 train 0.038871 26348 train 0.037870 26349 train 0.037578 26350 val 18.6945 26350 train 0.037554 26351 train 0.040197 26352 train 0.039265 26353 train 0.036537 26354 train 0.039187 26355 train 0.037785 26356 train 0.037946 26357 train 0.038205 26358 train 0.038173 26359 train 0.037184 26360 train 0.039393 26361 train 0.040451 26362 train 0.035962 26363 train 0.039699 26364 train 0.038406 26365 train 0.035238 26366 train 0.035362 26367 train 0.037791 26368 train 0.037136 26369 train 0.035424 26370 train 0.036924 26371 train 0.038030 26372 train 0.038586 26373 train 0.039621 26374 train 0.039215 26375 val 18.6067 26375 train 0.045006 26376 train 0.039381 26377 train 0.035509 26378 train 0.037190 26379 train 0.039589 26380 train 0.036053 26381 train 0.038629 26382 train 0.036663 26383 train 0.041715 26384 train 0.038120 26385 train 0.033134 26386 train 0.036992 26387 train 0.035027 26388 train 0.033649 26389 train 0.037159 26390 train 0.040687 26391 train 0.038702 26392 train 0.040176 26393 train 0.041725 26394 train 0.037722 26395 train 0.035785 26396 train 0.036522 26397 train 0.040970 26398 train 0.033084 26399 train 0.042849 26400 val 18.7327 26400 train 0.037661 26401 train 0.039332 26402 train 0.035729 26403 train 0.038356 26404 train 0.041382 26405 train 0.036887 26406 train 0.036590 26407 train 0.031567 26408 train 0.035465 26409 train 0.035347 26410 train 0.037324 26411 train 0.040668 26412 train 0.038502 26413 train 0.036974 26414 train 0.035974 26415 train 0.037651 26416 train 0.040349 26417 train 0.034805 26418 train 0.034012 26419 train 0.044197 26420 train 0.042927 26421 train 0.032728 26422 train 0.039755 26423 train 0.037415 26424 train 0.039709 26425 val 18.7420 26425 train 0.035687 26426 train 0.043115 26427 train 0.034822 26428 train 0.041895 26429 train 0.036451 26430 train 0.035732 26431 train 0.035992 26432 train 0.037625 26433 train 0.038611 26434 train 0.037047 26435 train 0.037059 26436 train 0.036376 26437 train 0.043509 26438 train 0.038628 26439 train 0.039979 26440 train 0.038960 26441 train 0.039932 26442 train 0.040595 26443 train 0.035230 26444 train 0.039400 26445 train 0.034331 26446 train 0.037831 26447 train 0.037620 26448 train 0.038151 26449 train 0.031742 26450 val 18.6721 26450 train 0.037419 26451 train 0.038538 26452 train 0.045962 26453 train 0.036790 26454 train 0.038441 26455 train 0.040719 26456 train 0.039596 26457 train 0.039286 26458 train 0.043029 26459 train 0.038858 26460 train 0.037995 26461 train 0.036092 26462 train 0.044223 26463 train 0.036145 26464 train 0.039181 26465 train 0.040414 26466 train 0.037363 26467 train 0.038095 26468 train 0.036068 26469 train 0.036298 26470 train 0.036905 26471 train 0.037682 26472 train 0.040477 26473 train 0.038246 26474 train 0.036948 26475 val 18.5549 26475 train 0.041561 26476 train 0.038908 26477 train 0.039887 26478 train 0.046025 26479 train 0.036065 26480 train 0.039047 26481 train 0.038206 26482 train 0.039632 26483 train 0.038491 26484 train 0.039016 26485 train 0.034619 26486 train 0.037128 26487 train 0.040478 26488 train 0.036699 26489 train 0.037702 26490 train 0.039532 26491 train 0.038317 26492 train 0.042530 26493 train 0.042007 26494 train 0.042725 26495 train 0.034263 26496 train 0.040270 26497 train 0.041326 26498 train 0.046329 26499 train 0.037459 26500 val 18.6005 26500 train 0.038105 26501 train 0.041091 26502 train 0.042184 26503 train 0.041103 26504 train 0.040463 26505 train 0.041812 26506 train 0.038743 26507 train 0.036765 26508 train 0.035622 26509 train 0.034654 26510 train 0.036400 26511 train 0.038646 26512 train 0.041068 26513 train 0.036686 26514 train 0.042038 26515 train 0.041076 26516 train 0.036395 26517 train 0.038142 26518 train 0.038067 26519 train 0.036295 26520 train 0.037019 26521 train 0.037597 26522 train 0.042641 26523 train 0.042396 26524 train 0.037332 26525 val 18.6441 26525 train 0.036085 26526 train 0.036073 26527 train 0.037020 26528 train 0.036080 26529 train 0.038828 26530 train 0.036889 26531 train 0.036787 26532 train 0.039796 26533 train 0.037729 26534 train 0.034564 26535 train 0.038952 26536 train 0.047240 26537 train 0.042364 26538 train 0.048444 26539 train 0.034762 26540 train 0.038525 26541 train 0.039969 26542 train 0.037484 26543 train 0.035697 26544 train 0.042453 26545 train 0.038701 26546 train 0.039471 26547 train 0.039040 26548 train 0.033296 26549 train 0.036941 26550 val 18.6204 26550 train 0.039282 26551 train 0.036645 26552 train 0.040208 26553 train 0.039368 26554 train 0.037613 26555 train 0.037729 26556 train 0.037877 26557 train 0.034517 26558 train 0.034578 26559 train 0.038896 26560 train 0.036575 26561 train 0.036436 26562 train 0.035787 26563 train 0.035130 26564 train 0.032950 26565 train 0.038277 26566 train 0.034340 26567 train 0.035193 26568 train 0.037779 26569 train 0.038552 26570 train 0.034437 26571 train 0.036569 26572 train 0.037265 26573 train 0.035757 26574 train 0.038163 26575 val 18.6129 26575 train 0.036892 26576 train 0.038901 26577 train 0.042127 26578 train 0.040802 26579 train 0.038942 26580 train 0.039610 26581 train 0.038492 26582 train 0.039569 26583 train 0.040732 26584 train 0.042930 26585 train 0.039399 26586 train 0.042597 26587 train 0.038191 26588 train 0.033312 26589 train 0.040861 26590 train 0.037895 26591 train 0.033379 26592 train 0.036652 26593 train 0.034104 26594 train 0.038646 26595 train 0.040718 26596 train 0.035396 26597 train 0.040524 26598 train 0.035608 26599 train 0.033871 26600 val 18.6839 26600 train 0.035535 26601 train 0.041242 26602 train 0.038049 26603 train 0.036985 26604 train 0.043331 26605 train 0.040147 26606 train 0.038628 26607 train 0.037979 26608 train 0.036815 26609 train 0.036122 26610 train 0.035802 26611 train 0.036678 26612 train 0.034002 26613 train 0.036958 26614 train 0.037861 26615 train 0.036844 26616 train 0.037850 26617 train 0.033956 26618 train 0.049323 26619 train 0.036851 26620 train 0.044032 26621 train 0.037493 26622 train 0.039751 26623 train 0.035476 26624 train 0.038583 26625 val 18.6704 26625 train 0.036742 26626 train 0.034924 26627 train 0.031225 26628 train 0.041214 26629 train 0.038391 26630 train 0.037090 26631 train 0.035894 26632 train 0.036231 26633 train 0.036100 26634 train 0.039021 26635 train 0.038824 26636 train 0.032462 26637 train 0.039775 26638 train 0.037225 26639 train 0.034812 26640 train 0.039154 26641 train 0.037552 26642 train 0.039660 26643 train 0.041238 26644 train 0.039922 26645 train 0.035036 26646 train 0.036581 26647 train 0.036549 26648 train 0.036739 26649 train 0.037985 26650 val 18.6574 26650 train 0.037891 26651 train 0.034881 26652 train 0.036058 26653 train 0.034146 26654 train 0.041922 26655 train 0.037606 26656 train 0.036903 26657 train 0.033369 26658 train 0.048748 26659 train 0.037956 26660 train 0.042835 26661 train 0.031356 26662 train 0.037740 26663 train 0.038329 26664 train 0.038763 26665 train 0.036833 26666 train 0.037097 26667 train 0.032865 26668 train 0.034681 26669 train 0.040606 26670 train 0.040832 26671 train 0.037704 26672 train 0.038109 26673 train 0.039752 26674 train 0.034709 26675 val 18.6956 26675 train 0.035069 26676 train 0.035179 26677 train 0.033313 26678 train 0.037154 26679 train 0.041748 26680 train 0.041352 26681 train 0.038988 26682 train 0.036014 26683 train 0.036897 26684 train 0.034177 26685 train 0.041968 26686 train 0.038441 26687 train 0.038179 26688 train 0.035384 26689 train 0.041045 26690 train 0.039344 26691 train 0.034658 26692 train 0.040395 26693 train 0.032515 26694 train 0.037480 26695 train 0.038488 26696 train 0.040427 26697 train 0.037197 26698 train 0.037443 26699 train 0.037131 26700 val 18.7037 26700 train 0.040319 26701 train 0.039778 26702 train 0.041117 26703 train 0.038008 26704 train 0.035388 26705 train 0.039803 26706 train 0.044921 26707 train 0.039128 26708 train 0.036521 26709 train 0.037687 26710 train 0.034564 26711 train 0.035275 26712 train 0.040131 26713 train 0.034325 26714 train 0.034394 26715 train 0.040888 26716 train 0.037506 26717 train 0.037346 26718 train 0.037118 26719 train 0.035816 26720 train 0.037122 26721 train 0.040219 26722 train 0.037853 26723 train 0.035524 26724 train 0.037257 26725 val 18.6920 26725 train 0.039230 26726 train 0.037071 26727 train 0.038302 26728 train 0.035776 26729 train 0.038163 26730 train 0.035395 26731 train 0.038863 26732 train 0.039147 26733 train 0.035283 26734 train 0.036222 26735 train 0.033876 26736 train 0.039195 26737 train 0.038572 26738 train 0.037091 26739 train 0.040119 26740 train 0.034892 26741 train 0.038274 26742 train 0.040191 26743 train 0.040979 26744 train 0.035830 26745 train 0.037514 26746 train 0.034776 26747 train 0.036002 26748 train 0.040798 26749 train 0.037936 26750 val 18.6719 26750 train 0.037355 26751 train 0.036400 26752 train 0.037462 26753 train 0.035573 26754 train 0.036431 26755 train 0.036770 26756 train 0.034420 26757 train 0.037180 26758 train 0.042734 26759 train 0.036067 26760 train 0.043118 26761 train 0.038631 26762 train 0.039914 26763 train 0.034557 26764 train 0.034150 26765 train 0.036892 26766 train 0.037357 26767 train 0.036564 26768 train 0.036542 26769 train 0.034591 26770 train 0.038853 26771 train 0.035717 26772 train 0.035697 26773 train 0.041082 26774 train 0.036659 26775 val 18.6940 26775 train 0.035294 26776 train 0.038735 26777 train 0.037179 26778 train 0.038655 26779 train 0.046706 26780 train 0.038980 26781 train 0.039849 26782 train 0.037124 26783 train 0.033276 26784 train 0.038036 26785 train 0.039185 26786 train 0.042604 26787 train 0.039159 26788 train 0.038035 26789 train 0.040709 26790 train 0.036728 26791 train 0.037973 26792 train 0.031459 26793 train 0.036589 26794 train 0.037959 26795 train 0.041561 26796 train 0.040505 26797 train 0.037329 26798 train 0.036788 26799 train 0.041491 26800 val 18.5736 26800 train 0.040609 26801 train 0.040478 26802 train 0.038640 26803 train 0.037774 26804 train 0.037874 26805 train 0.037469 26806 train 0.044973 26807 train 0.042851 26808 train 0.037461 26809 train 0.040272 26810 train 0.031688 26811 train 0.033160 26812 train 0.034267 26813 train 0.034235 26814 train 0.035595 26815 train 0.034332 26816 train 0.037124 26817 train 0.037438 26818 train 0.040010 26819 train 0.040203 26820 train 0.044862 26821 train 0.040187 26822 train 0.039114 26823 train 0.037460 26824 train 0.036352 26825 val 18.6272 26825 train 0.043062 26826 train 0.036757 26827 train 0.046298 26828 train 0.038896 26829 train 0.036587 26830 train 0.036849 26831 train 0.040482 26832 train 0.035559 26833 train 0.035853 26834 train 0.042431 26835 train 0.039322 26836 train 0.036088 26837 train 0.039407 26838 train 0.038370 26839 train 0.036315 26840 train 0.036884 26841 train 0.043633 26842 train 0.042666 26843 train 0.043294 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train 0.035411 27074 train 0.035869 27075 val 18.7886 27075 train 0.038769 27076 train 0.038577 27077 train 0.036732 27078 train 0.035462 27079 train 0.035682 27080 train 0.034196 27081 train 0.039256 27082 train 0.039760 27083 train 0.037234 27084 train 0.038126 27085 train 0.038663 27086 train 0.034879 27087 train 0.035682 27088 train 0.041270 27089 train 0.038309 27090 train 0.035252 27091 train 0.039199 27092 train 0.043485 27093 train 0.036821 27094 train 0.038480 27095 train 0.035839 27096 train 0.038252 27097 train 0.036265 27098 train 0.032361 27099 train 0.039422 27100 val 18.7833 27100 train 0.034955 27101 train 0.033558 27102 train 0.038091 27103 train 0.034430 27104 train 0.038402 27105 train 0.045495 27106 train 0.037213 27107 train 0.036931 27108 train 0.038013 27109 train 0.038775 27110 train 0.034996 27111 train 0.037411 27112 train 0.036969 27113 train 0.034788 27114 train 0.036840 27115 train 0.034559 27116 train 0.035415 27117 train 0.035841 27118 train 0.035456 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train 0.038333 27624 train 0.036763 27625 val 18.7148 27625 train 0.032826 27626 train 0.035470 27627 train 0.033905 27628 train 0.035119 27629 train 0.033266 27630 train 0.035941 27631 train 0.040798 27632 train 0.035457 27633 train 0.039787 27634 train 0.036263 27635 train 0.037996 27636 train 0.038941 27637 train 0.035277 27638 train 0.039044 27639 train 0.031556 27640 train 0.037250 27641 train 0.033969 27642 train 0.034707 27643 train 0.034326 27644 train 0.039110 27645 train 0.040215 27646 train 0.033119 27647 train 0.032729 27648 train 0.032605 27649 train 0.035411 27650 val 18.7344 27650 train 0.039684 27651 train 0.032719 27652 train 0.035342 27653 train 0.039352 27654 train 0.038252 27655 train 0.039700 27656 train 0.034313 27657 train 0.040117 27658 train 0.036329 27659 train 0.035909 27660 train 0.037449 27661 train 0.037518 27662 train 0.032685 27663 train 0.035205 27664 train 0.035353 27665 train 0.034146 27666 train 0.037312 27667 train 0.055387 27668 train 0.035496 27669 train 0.034863 27670 train 0.036379 27671 train 0.034229 27672 train 0.036978 27673 train 0.037611 27674 train 0.035230 27675 val 18.7955 27675 train 0.033250 27676 train 0.032165 27677 train 0.032404 27678 train 0.039337 27679 train 0.037226 27680 train 0.037489 27681 train 0.039255 27682 train 0.033545 27683 train 0.032699 27684 train 0.036402 27685 train 0.038601 27686 train 0.038652 27687 train 0.034347 27688 train 0.034761 27689 train 0.035075 27690 train 0.032571 27691 train 0.037342 27692 train 0.033034 27693 train 0.041317 27694 train 0.034438 27695 train 0.038391 27696 train 0.037870 27697 train 0.037778 27698 train 0.035884 27699 train 0.036429 27700 val 18.6610 27700 train 0.035474 27701 train 0.040141 27702 train 0.040204 27703 train 0.041467 27704 train 0.037004 27705 train 0.032644 27706 train 0.037865 27707 train 0.037737 27708 train 0.036832 27709 train 0.034868 27710 train 0.037638 27711 train 0.033716 27712 train 0.036300 27713 train 0.036750 27714 train 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train 0.035825 27761 train 0.038888 27762 train 0.036487 27763 train 0.037667 27764 train 0.038481 27765 train 0.037240 27766 train 0.038659 27767 train 0.036483 27768 train 0.032946 27769 train 0.037249 27770 train 0.038229 27771 train 0.036434 27772 train 0.036939 27773 train 0.033684 27774 train 0.035217 27775 val 18.7626 27775 train 0.035884 27776 train 0.038842 27777 train 0.036126 27778 train 0.040662 27779 train 0.039204 27780 train 0.035134 27781 train 0.043948 27782 train 0.031713 27783 train 0.036839 27784 train 0.041274 27785 train 0.035981 27786 train 0.035983 27787 train 0.030673 27788 train 0.034590 27789 train 0.035070 27790 train 0.037999 27791 train 0.033799 27792 train 0.033791 27793 train 0.038780 27794 train 0.036561 27795 train 0.037201 27796 train 0.037896 27797 train 0.050079 27798 train 0.038039 27799 train 0.033823 27800 val 18.7356 27800 train 0.037464 27801 train 0.034643 27802 train 0.037220 27803 train 0.033832 27804 train 0.035351 27805 train 0.038909 27806 train 0.036981 27807 train 0.038881 27808 train 0.034693 27809 train 0.034257 27810 train 0.035408 27811 train 0.033929 27812 train 0.036864 27813 train 0.035985 27814 train 0.040132 27815 train 0.041578 27816 train 0.038408 27817 train 0.043180 27818 train 0.038757 27819 train 0.036978 27820 train 0.040232 27821 train 0.038843 27822 train 0.034119 27823 train 0.036453 27824 train 0.034665 27825 val 18.8365 27825 train 0.037656 27826 train 0.036666 27827 train 0.035684 27828 train 0.037461 27829 train 0.036760 27830 train 0.032398 27831 train 0.034073 27832 train 0.037334 27833 train 0.034622 27834 train 0.034461 27835 train 0.037451 27836 train 0.036663 27837 train 0.036280 27838 train 0.039575 27839 train 0.033101 27840 train 0.031800 27841 train 0.038221 27842 train 0.036605 27843 train 0.036403 27844 train 0.035606 27845 train 0.039288 27846 train 0.038875 27847 train 0.037071 27848 train 0.034858 27849 train 0.038239 27850 val 18.7697 27850 train 0.035999 27851 train 0.039376 27852 train 0.036475 27853 train 0.036847 27854 train 0.039219 27855 train 0.036625 27856 train 0.039772 27857 train 0.037392 27858 train 0.036115 27859 train 0.034264 27860 train 0.033801 27861 train 0.039393 27862 train 0.034719 27863 train 0.037411 27864 train 0.035364 27865 train 0.037843 27866 train 0.034004 27867 train 0.036929 27868 train 0.037048 27869 train 0.035240 27870 train 0.036908 27871 train 0.033544 27872 train 0.031367 27873 train 0.033549 27874 train 0.035699 27875 val 18.7451 27875 train 0.034922 27876 train 0.033561 27877 train 0.037689 27878 train 0.034085 27879 train 0.039886 27880 train 0.034370 27881 train 0.034201 27882 train 0.036034 27883 train 0.031959 27884 train 0.038227 27885 train 0.037802 27886 train 0.036338 27887 train 0.032510 27888 train 0.036499 27889 train 0.038090 27890 train 0.039677 27891 train 0.034694 27892 train 0.032749 27893 train 0.032883 27894 train 0.037897 27895 train 0.038212 27896 train 0.037691 27897 train 0.035693 27898 train 0.035468 27899 train 0.047288 27900 val 18.7453 27900 train 0.038174 27901 train 0.037882 27902 train 0.034889 27903 train 0.043759 27904 train 0.037693 27905 train 0.038160 27906 train 0.041641 27907 train 0.035766 27908 train 0.032099 27909 train 0.036268 27910 train 0.037859 27911 train 0.033317 27912 train 0.031701 27913 train 0.037205 27914 train 0.034227 27915 train 0.037297 27916 train 0.035249 27917 train 0.036295 27918 train 0.036879 27919 train 0.039536 27920 train 0.035271 27921 train 0.039664 27922 train 0.034711 27923 train 0.032008 27924 train 0.038135 27925 val 18.7205 27925 train 0.038249 27926 train 0.040610 27927 train 0.034724 27928 train 0.030280 27929 train 0.038069 27930 train 0.038325 27931 train 0.035490 27932 train 0.035205 27933 train 0.037684 27934 train 0.039696 27935 train 0.052461 27936 train 0.038102 27937 train 0.038704 27938 train 0.037526 27939 train 0.057990 27940 train 0.034714 27941 train 0.036742 27942 train 0.042395 27943 train 0.035036 27944 train 0.037628 27945 train 0.038879 27946 train 0.042172 27947 train 0.035848 27948 train 0.029615 27949 train 0.036455 27950 val 18.7874 27950 train 0.036394 27951 train 0.034854 27952 train 0.034096 27953 train 0.039036 27954 train 0.037439 27955 train 0.036065 27956 train 0.035905 27957 train 0.037719 27958 train 0.033227 27959 train 0.034225 27960 train 0.036306 27961 train 0.039867 27962 train 0.035683 27963 train 0.034096 27964 train 0.036730 27965 train 0.036810 27966 train 0.039438 27967 train 0.039414 27968 train 0.037794 27969 train 0.037329 27970 train 0.037237 27971 train 0.035114 27972 train 0.035558 27973 train 0.034547 27974 train 0.034242 27975 val 18.9557 27975 train 0.043271 27976 train 0.034157 27977 train 0.036632 27978 train 0.038992 27979 train 0.034552 27980 train 0.037127 27981 train 0.042256 27982 train 0.041388 27983 train 0.035064 27984 train 0.034914 27985 train 0.040899 27986 train 0.037006 27987 train 0.039229 27988 train 0.032827 27989 train 0.036786 27990 train 0.040912 27991 train 0.039002 27992 train 0.036061 27993 train 0.039057 27994 train 0.031441 27995 train 0.034463 27996 train 0.035538 27997 train 0.036839 27998 train 0.035515 27999 train 0.040714 28000 val 18.7894 28000 train 0.036067 28001 train 0.034642 28002 train 0.039039 28003 train 0.037362 28004 train 0.041170 28005 train 0.036636 28006 train 0.040817 28007 train 0.030311 28008 train 0.031956 28009 train 0.039471 28010 train 0.039523 28011 train 0.040175 28012 train 0.034869 28013 train 0.032968 28014 train 0.034532 28015 train 0.036221 28016 train 0.035050 28017 train 0.040582 28018 train 0.038571 28019 train 0.039054 28020 train 0.036888 28021 train 0.038814 28022 train 0.035761 28023 train 0.041399 28024 train 0.037608 28025 val 18.7158 28025 train 0.035905 28026 train 0.039448 28027 train 0.037141 28028 train 0.036539 28029 train 0.036140 28030 train 0.033834 28031 train 0.036796 28032 train 0.032215 28033 train 0.032215 28034 train 0.031816 28035 train 0.035954 28036 train 0.035678 28037 train 0.036752 28038 train 0.037921 28039 train 0.041036 28040 train 0.041918 28041 train 0.034898 28042 train 0.038097 28043 train 0.036037 28044 train 0.032842 28045 train 0.039444 28046 train 0.032704 28047 train 0.036681 28048 train 0.036555 28049 train 0.034557 28050 val 18.8395 28050 train 0.034161 28051 train 0.034247 28052 train 0.036085 28053 train 0.037137 28054 train 0.032985 28055 train 0.032681 28056 train 0.042290 28057 train 0.036215 28058 train 0.037948 28059 train 0.032661 28060 train 0.037416 28061 train 0.037403 28062 train 0.042561 28063 train 0.037395 28064 train 0.034468 28065 train 0.034676 28066 train 0.034837 28067 train 0.035469 28068 train 0.033263 28069 train 0.035690 28070 train 0.032598 28071 train 0.037888 28072 train 0.039184 28073 train 0.035455 28074 train 0.032581 28075 val 18.7379 28075 train 0.035878 28076 train 0.034449 28077 train 0.038980 28078 train 0.034607 28079 train 0.038934 28080 train 0.037312 28081 train 0.038202 28082 train 0.036640 28083 train 0.037512 28084 train 0.038092 28085 train 0.037748 28086 train 0.038402 28087 train 0.037178 28088 train 0.036624 28089 train 0.036941 28090 train 0.030259 28091 train 0.034572 28092 train 0.040181 28093 train 0.034488 28094 train 0.036693 28095 train 0.038415 28096 train 0.042887 28097 train 0.036999 28098 train 0.034985 28099 train 0.039272 28100 val 18.8716 28100 train 0.036541 28101 train 0.039265 28102 train 0.037994 28103 train 0.037601 28104 train 0.040632 28105 train 0.037936 28106 train 0.035403 28107 train 0.040166 28108 train 0.044800 28109 train 0.034069 28110 train 0.033955 28111 train 0.035266 28112 train 0.043128 28113 train 0.041664 28114 train 0.036166 28115 train 0.040806 28116 train 0.039462 28117 train 0.036097 28118 train 0.039726 28119 train 0.039901 28120 train 0.041438 28121 train 0.042659 28122 train 0.044399 28123 train 0.040281 28124 train 0.038511 28125 val 18.7665 28125 train 0.044247 28126 train 0.036179 28127 train 0.038553 28128 train 0.039890 28129 train 0.039061 28130 train 0.033025 28131 train 0.043665 28132 train 0.040550 28133 train 0.042405 28134 train 0.038261 28135 train 0.033943 28136 train 0.048853 28137 train 0.035592 28138 train 0.036606 28139 train 0.035742 28140 train 0.040898 28141 train 0.035796 28142 train 0.036757 28143 train 0.040706 28144 train 0.040380 28145 train 0.036329 28146 train 0.036407 28147 train 0.034659 28148 train 0.095510 28149 train 0.066102 28150 val 18.7971 28150 train 0.038148 28151 train 0.036783 28152 train 0.038827 28153 train 0.036869 28154 train 0.040505 28155 train 0.036051 28156 train 0.036716 28157 train 0.039283 28158 train 0.037738 28159 train 0.036021 28160 train 0.041044 28161 train 0.040634 28162 train 0.034541 28163 train 0.036474 28164 train 0.037093 28165 train 0.038904 28166 train 0.035244 28167 train 0.041865 28168 train 0.040968 28169 train 0.038896 28170 train 0.034340 28171 train 0.037979 28172 train 0.038881 28173 train 0.034914 28174 train 0.034817 28175 val 18.8522 28175 train 0.035324 28176 train 0.036754 28177 train 0.034735 28178 train 0.033441 28179 train 0.038360 28180 train 0.038658 28181 train 0.035062 28182 train 0.035991 28183 train 0.038460 28184 train 0.043123 28185 train 0.048302 28186 train 0.035468 28187 train 0.039855 28188 train 0.036991 28189 train 0.036708 28190 train 0.036418 28191 train 0.032572 28192 train 0.037481 28193 train 0.031476 28194 train 0.033929 28195 train 0.035142 28196 train 0.031242 28197 train 0.030379 28198 train 0.037904 28199 train 0.035600 28200 val 18.7420 28200 train 0.036937 28201 train 0.034272 28202 train 0.038353 28203 train 0.031900 28204 train 0.037239 28205 train 0.037262 28206 train 0.041919 28207 train 0.034402 28208 train 0.037038 28209 train 0.034441 28210 train 0.031219 28211 train 0.032480 28212 train 0.034499 28213 train 0.035998 28214 train 0.034560 28215 train 0.034364 28216 train 0.033713 28217 train 0.033706 28218 train 0.036332 28219 train 0.036757 28220 train 0.044877 28221 train 0.053130 28222 train 0.033482 28223 train 0.034045 28224 train 0.037373 28225 val 18.6722 28225 train 0.034918 28226 train 0.034196 28227 train 0.034166 28228 train 0.035989 28229 train 0.035371 28230 train 0.034905 28231 train 0.036143 28232 train 0.032452 28233 train 0.035290 28234 train 0.030446 28235 train 0.032324 28236 train 0.040260 28237 train 0.031994 28238 train 0.033504 28239 train 0.035501 28240 train 0.037571 28241 train 0.035504 28242 train 0.040873 28243 train 0.037113 28244 train 0.042147 28245 train 0.034161 28246 train 0.034555 28247 train 0.038267 28248 train 0.039061 28249 train 0.043589 28250 val 18.7362 28250 train 0.037179 28251 train 0.038454 28252 train 0.032966 28253 train 0.035406 28254 train 0.035050 28255 train 0.035034 28256 train 0.035129 28257 train 0.041884 28258 train 0.036634 28259 train 0.037526 28260 train 0.037427 28261 train 0.037447 28262 train 0.034655 28263 train 0.035343 28264 train 0.038493 28265 train 0.033750 28266 train 0.036547 28267 train 0.033884 28268 train 0.036607 28269 train 0.035160 28270 train 0.033730 28271 train 0.032142 28272 train 0.038216 28273 train 0.038344 28274 train 0.035349 28275 val 18.7932 28275 train 0.037739 28276 train 0.034974 28277 train 0.035973 28278 train 0.038228 28279 train 0.035725 28280 train 0.035797 28281 train 0.037943 28282 train 0.039521 28283 train 0.040083 28284 train 0.037390 28285 train 0.042296 28286 train 0.042006 28287 train 0.035148 28288 train 0.037523 28289 train 0.039683 28290 train 0.038314 28291 train 0.034404 28292 train 0.045964 28293 train 0.042494 28294 train 0.035852 28295 train 0.037176 28296 train 0.034125 28297 train 0.037100 28298 train 0.037943 28299 train 0.033380 28300 val 18.7603 28300 train 0.039116 28301 train 0.036801 28302 train 0.036171 28303 train 0.036947 28304 train 0.037094 28305 train 0.041128 28306 train 0.034790 28307 train 0.036110 28308 train 0.040975 28309 train 0.037101 28310 train 0.036751 28311 train 0.034861 28312 train 0.035766 28313 train 0.037653 28314 train 0.033960 28315 train 0.032248 28316 train 0.035828 28317 train 0.036340 28318 train 0.035358 28319 train 0.033529 28320 train 0.035485 28321 train 0.037135 28322 train 0.040567 28323 train 0.035823 28324 train 0.036790 28325 val 18.7685 28325 train 0.043976 28326 train 0.037801 28327 train 0.035912 28328 train 0.040063 28329 train 0.034632 28330 train 0.040383 28331 train 0.035672 28332 train 0.033251 28333 train 0.035817 28334 train 0.033336 28335 train 0.028868 28336 train 0.033923 28337 train 0.036243 28338 train 0.035035 28339 train 0.037088 28340 train 0.036597 28341 train 0.040194 28342 train 0.037114 28343 train 0.034558 28344 train 0.037423 28345 train 0.033948 28346 train 0.035532 28347 train 0.036601 28348 train 0.034865 28349 train 0.038971 28350 val 18.7384 28350 train 0.034895 28351 train 0.035900 28352 train 0.033496 28353 train 0.035930 28354 train 0.036386 28355 train 0.030414 28356 train 0.034240 28357 train 0.033496 28358 train 0.037342 28359 train 0.034355 28360 train 0.031409 28361 train 0.034764 28362 train 0.038361 28363 train 0.036083 28364 train 0.039492 28365 train 0.037551 28366 train 0.032366 28367 train 0.036210 28368 train 0.036393 28369 train 0.035776 28370 train 0.037581 28371 train 0.032654 28372 train 0.040222 28373 train 0.030548 28374 train 0.032433 28375 val 18.7229 28375 train 0.038781 28376 train 0.035675 28377 train 0.040480 28378 train 0.035480 28379 train 0.037132 28380 train 0.039780 28381 train 0.037338 28382 train 0.036451 28383 train 0.035711 28384 train 0.035201 28385 train 0.038479 28386 train 0.034831 28387 train 0.035881 28388 train 0.038994 28389 train 0.043701 28390 train 0.037295 28391 train 0.034469 28392 train 0.035745 28393 train 0.037544 28394 train 0.037010 28395 train 0.031360 28396 train 0.030052 28397 train 0.034577 28398 train 0.036887 28399 train 0.033923 28400 val 18.7878 28400 train 0.034684 28401 train 0.034812 28402 train 0.034451 28403 train 0.036213 28404 train 0.041202 28405 train 0.034176 28406 train 0.039959 28407 train 0.033947 28408 train 0.038557 28409 train 0.033929 28410 train 0.032037 28411 train 0.032979 28412 train 0.034439 28413 train 0.035587 28414 train 0.036643 28415 train 0.035648 28416 train 0.033394 28417 train 0.034403 28418 train 0.036328 28419 train 0.035603 28420 train 0.036454 28421 train 0.036490 28422 train 0.037146 28423 train 0.037346 28424 train 0.040472 28425 val 18.7659 28425 train 0.061221 28426 train 0.036228 28427 train 0.036809 28428 train 0.040362 28429 train 0.033967 28430 train 0.035656 28431 train 0.035891 28432 train 0.032857 28433 train 0.033741 28434 train 0.033406 28435 train 0.033588 28436 train 0.036676 28437 train 0.034393 28438 train 0.034624 28439 train 0.032727 28440 train 0.038367 28441 train 0.034372 28442 train 0.037360 28443 train 0.035890 28444 train 0.040620 28445 train 0.033946 28446 train 0.036198 28447 train 0.036244 28448 train 0.038729 28449 train 0.039270 28450 val 18.6444 28450 train 0.036753 28451 train 0.037910 28452 train 0.037037 28453 train 0.037530 28454 train 0.036265 28455 train 0.033312 28456 train 0.034135 28457 train 0.034637 28458 train 0.034637 28459 train 0.033485 28460 train 0.037290 28461 train 0.039804 28462 train 0.036849 28463 train 0.035652 28464 train 0.040465 28465 train 0.035299 28466 train 0.039235 28467 train 0.039003 28468 train 0.044460 28469 train 0.037660 28470 train 0.034095 28471 train 0.033556 28472 train 0.035780 28473 train 0.032928 28474 train 0.040045 28475 val 18.8401 28475 train 0.036081 28476 train 0.046913 28477 train 0.034240 28478 train 0.036216 28479 train 0.035034 28480 train 0.035101 28481 train 0.038457 28482 train 0.036067 28483 train 0.035229 28484 train 0.036136 28485 train 0.040102 28486 train 0.036407 28487 train 0.040768 28488 train 0.040893 28489 train 0.039104 28490 train 0.035540 28491 train 0.036007 28492 train 0.035460 28493 train 0.033123 28494 train 0.034785 28495 train 0.037540 28496 train 0.035720 28497 train 0.036482 28498 train 0.033025 28499 train 0.032984 28500 val 18.8720 28500 train 0.034786 28501 train 0.038426 28502 train 0.034330 28503 train 0.036642 28504 train 0.043410 28505 train 0.037385 28506 train 0.036209 28507 train 0.035471 28508 train 0.035598 28509 train 0.032498 28510 train 0.040026 28511 train 0.033783 28512 train 0.063397 28513 train 0.036171 28514 train 0.036652 28515 train 0.038393 28516 train 0.035774 28517 train 0.037013 28518 train 0.031606 28519 train 0.033892 28520 train 0.034897 28521 train 0.032579 28522 train 0.034108 28523 train 0.040761 28524 train 0.039555 28525 val 18.7785 28525 train 0.035534 28526 train 0.035042 28527 train 0.037440 28528 train 0.033333 28529 train 0.036515 28530 train 0.033778 28531 train 0.043778 28532 train 0.031509 28533 train 0.034205 28534 train 0.038406 28535 train 0.034287 28536 train 0.035489 28537 train 0.037804 28538 train 0.031697 28539 train 0.034880 28540 train 0.032940 28541 train 0.039839 28542 train 0.033471 28543 train 0.033498 28544 train 0.035093 28545 train 0.031864 28546 train 0.038254 28547 train 0.034126 28548 train 0.041933 28549 train 0.040654 28550 val 18.7570 28550 train 0.036990 28551 train 0.037685 28552 train 0.033328 28553 train 0.039257 28554 train 0.033532 28555 train 0.035423 28556 train 0.031684 28557 train 0.036678 28558 train 0.032970 28559 train 0.036298 28560 train 0.052033 28561 train 0.029251 28562 train 0.036223 28563 train 0.032812 28564 train 0.034746 28565 train 0.038148 28566 train 0.035233 28567 train 0.035515 28568 train 0.031342 28569 train 0.035158 28570 train 0.036916 28571 train 0.040404 28572 train 0.034998 28573 train 0.038012 28574 train 0.033735 28575 val 18.8031 28575 train 0.034634 28576 train 0.033527 28577 train 0.039977 28578 train 0.034427 28579 train 0.033778 28580 train 0.031839 28581 train 0.030877 28582 train 0.034248 28583 train 0.033135 28584 train 0.034692 28585 train 0.035171 28586 train 0.033440 28587 train 0.036002 28588 train 0.033781 28589 train 0.038069 28590 train 0.036727 28591 train 0.036289 28592 train 0.036128 28593 train 0.035108 28594 train 0.037503 28595 train 0.038221 28596 train 0.035633 28597 train 0.035995 28598 train 0.035426 28599 train 0.034944 28600 val 18.7326 28600 train 0.034529 28601 train 0.033083 28602 train 0.033110 28603 train 0.031190 28604 train 0.032138 28605 train 0.035994 28606 train 0.040260 28607 train 0.035613 28608 train 0.032789 28609 train 0.034234 28610 train 0.033944 28611 train 0.034192 28612 train 0.033511 28613 train 0.044234 28614 train 0.030901 28615 train 0.036337 28616 train 0.035227 28617 train 0.040287 28618 train 0.035157 28619 train 0.033266 28620 train 0.033272 28621 train 0.037460 28622 train 0.033863 28623 train 0.032035 28624 train 0.035024 28625 val 18.8325 28625 train 0.033574 28626 train 0.033858 28627 train 0.037183 28628 train 0.038770 28629 train 0.039333 28630 train 0.038793 28631 train 0.034419 28632 train 0.037658 28633 train 0.036195 28634 train 0.039659 28635 train 0.040717 28636 train 0.033543 28637 train 0.036868 28638 train 0.034439 28639 train 0.032431 28640 train 0.037002 28641 train 0.030603 28642 train 0.037416 28643 train 0.037968 28644 train 0.033508 28645 train 0.035385 28646 train 0.036778 28647 train 0.033742 28648 train 0.037616 28649 train 0.035868 28650 val 18.7578 28650 train 0.039643 28651 train 0.034818 28652 train 0.033642 28653 train 0.040909 28654 train 0.034876 28655 train 0.037373 28656 train 0.036507 28657 train 0.034261 28658 train 0.037962 28659 train 0.033382 28660 train 0.037997 28661 train 0.029838 28662 train 0.040131 28663 train 0.036711 28664 train 0.035171 28665 train 0.036238 28666 train 0.037261 28667 train 0.034374 28668 train 0.036333 28669 train 0.039939 28670 train 0.046152 28671 train 0.043180 28672 train 0.033097 28673 train 0.033054 28674 train 0.038072 28675 val 18.6857 28675 train 0.035115 28676 train 0.034019 28677 train 0.033199 28678 train 0.037148 28679 train 0.038271 28680 train 0.034905 28681 train 0.035990 28682 train 0.033767 28683 train 0.034154 28684 train 0.035372 28685 train 0.035666 28686 train 0.036415 28687 train 0.032370 28688 train 0.032074 28689 train 0.038146 28690 train 0.037470 28691 train 0.035031 28692 train 0.036825 28693 train 0.035471 28694 train 0.033821 28695 train 0.034839 28696 train 0.036949 28697 train 0.034538 28698 train 0.035503 28699 train 0.036440 28700 val 18.8079 28700 train 0.031117 28701 train 0.032702 28702 train 0.037409 28703 train 0.032763 28704 train 0.033292 28705 train 0.038174 28706 train 0.037439 28707 train 0.044093 28708 train 0.036163 28709 train 0.036244 28710 train 0.038332 28711 train 0.035757 28712 train 0.039259 28713 train 0.039734 28714 train 0.032671 28715 train 0.034777 28716 train 0.037335 28717 train 0.040854 28718 train 0.035634 28719 train 0.036825 28720 train 0.035707 28721 train 0.039127 28722 train 0.037217 28723 train 0.033082 28724 train 0.035456 28725 val 18.9311 28725 train 0.032493 28726 train 0.039722 28727 train 0.035777 28728 train 0.038913 28729 train 0.035790 28730 train 0.037202 28731 train 0.034911 28732 train 0.033966 28733 train 0.036490 28734 train 0.033911 28735 train 0.036183 28736 train 0.035009 28737 train 0.031380 28738 train 0.038838 28739 train 0.033446 28740 train 0.033944 28741 train 0.036916 28742 train 0.034028 28743 train 0.037176 28744 train 0.035349 28745 train 0.029139 28746 train 0.031684 28747 train 0.035129 28748 train 0.034949 28749 train 0.038280 28750 val 18.7098 28750 train 0.037522 28751 train 0.040384 28752 train 0.035253 28753 train 0.038396 28754 train 0.035567 28755 train 0.034245 28756 train 0.038377 28757 train 0.033481 28758 train 0.034143 28759 train 0.030581 28760 train 0.033174 28761 train 0.032687 28762 train 0.039705 28763 train 0.032748 28764 train 0.037223 28765 train 0.031738 28766 train 0.033373 28767 train 0.034182 28768 train 0.038320 28769 train 0.040498 28770 train 0.037931 28771 train 0.043156 28772 train 0.036621 28773 train 0.030856 28774 train 0.047216 28775 val 18.7554 28775 train 0.034440 28776 train 0.032401 28777 train 0.039347 28778 train 0.043822 28779 train 0.040525 28780 train 0.035179 28781 train 0.033290 28782 train 0.034509 28783 train 0.033895 28784 train 0.032911 28785 train 0.035750 28786 train 0.029648 28787 train 0.030894 28788 train 0.033414 28789 train 0.034538 28790 train 0.035573 28791 train 0.038309 28792 train 0.037931 28793 train 0.037767 28794 train 0.034853 28795 train 0.036284 28796 train 0.035147 28797 train 0.031893 28798 train 0.040357 28799 train 0.036983 28800 val 18.7739 28800 train 0.035191 28801 train 0.036035 28802 train 0.040504 28803 train 0.037429 28804 train 0.035363 28805 train 0.034036 28806 train 0.036882 28807 train 0.045769 28808 train 0.035705 28809 train 0.033603 28810 train 0.042792 28811 train 0.035987 28812 train 0.038619 28813 train 0.040254 28814 train 0.048506 28815 train 0.039186 28816 train 0.039278 28817 train 0.037136 28818 train 0.038616 28819 train 0.034985 28820 train 0.039169 28821 train 0.033731 28822 train 0.035889 28823 train 0.031876 28824 train 0.031485 28825 val 18.8326 28825 train 0.033082 28826 train 0.035563 28827 train 0.032855 28828 train 0.035517 28829 train 0.033482 28830 train 0.038667 28831 train 0.038043 28832 train 0.038550 28833 train 0.030307 28834 train 0.037858 28835 train 0.039015 28836 train 0.033145 28837 train 0.039852 28838 train 0.036952 28839 train 0.036189 28840 train 0.038490 28841 train 0.035590 28842 train 0.039107 28843 train 0.038572 28844 train 0.032477 28845 train 0.033584 28846 train 0.035844 28847 train 0.033303 28848 train 0.035835 28849 train 0.036365 28850 val 18.7363 28850 train 0.036462 28851 train 0.037719 28852 train 0.038230 28853 train 0.036627 28854 train 0.039564 28855 train 0.036968 28856 train 0.040309 28857 train 0.032695 28858 train 0.033985 28859 train 0.035138 28860 train 0.032651 28861 train 0.032296 28862 train 0.037003 28863 train 0.034582 28864 train 0.029312 28865 train 0.030992 28866 train 0.035277 28867 train 0.035612 28868 train 0.035020 28869 train 0.033490 28870 train 0.038041 28871 train 0.039072 28872 train 0.033374 28873 train 0.035522 28874 train 0.037634 28875 val 18.7643 28875 train 0.046074 28876 train 0.034009 28877 train 0.032146 28878 train 0.041262 28879 train 0.033141 28880 train 0.034492 28881 train 0.041328 28882 train 0.035874 28883 train 0.038142 28884 train 0.035468 28885 train 0.035425 28886 train 0.034179 28887 train 0.033812 28888 train 0.033800 28889 train 0.034582 28890 train 0.033920 28891 train 0.031948 28892 train 0.039609 28893 train 0.034659 28894 train 0.038847 28895 train 0.032955 28896 train 0.033988 28897 train 0.036409 28898 train 0.035405 28899 train 0.033606 28900 val 18.8009 28900 train 0.034351 28901 train 0.036517 28902 train 0.036006 28903 train 0.030875 28904 train 0.032134 28905 train 0.035940 28906 train 0.035036 28907 train 0.033489 28908 train 0.033695 28909 train 0.037277 28910 train 0.036635 28911 train 0.032632 28912 train 0.036618 28913 train 0.038503 28914 train 0.032903 28915 train 0.033947 28916 train 0.036437 28917 train 0.045472 28918 train 0.034614 28919 train 0.036131 28920 train 0.034483 28921 train 0.035502 28922 train 0.041860 28923 train 0.035291 28924 train 0.037112 28925 val 18.8437 28925 train 0.035643 28926 train 0.034636 28927 train 0.036683 28928 train 0.034475 28929 train 0.031364 28930 train 0.035366 28931 train 0.038914 28932 train 0.039383 28933 train 0.037239 28934 train 0.036866 28935 train 0.036505 28936 train 0.043398 28937 train 0.034736 28938 train 0.035561 28939 train 0.037607 28940 train 0.036993 28941 train 0.034948 28942 train 0.040183 28943 train 0.036373 28944 train 0.035413 28945 train 0.034853 28946 train 0.037958 28947 train 0.035918 28948 train 0.036239 28949 train 0.034035 28950 val 18.8267 28950 train 0.037922 28951 train 0.038353 28952 train 0.037329 28953 train 0.043190 28954 train 0.037555 28955 train 0.042285 28956 train 0.037659 28957 train 0.033987 28958 train 0.034981 28959 train 0.036034 28960 train 0.046082 28961 train 0.043943 28962 train 0.033430 28963 train 0.038165 28964 train 0.037372 28965 train 0.035074 28966 train 0.034591 28967 train 0.044573 28968 train 0.035273 28969 train 0.036739 28970 train 0.034312 28971 train 0.036999 28972 train 0.039448 28973 train 0.039696 28974 train 0.039751 28975 val 18.7648 28975 train 0.034357 28976 train 0.035500 28977 train 0.033584 28978 train 0.033847 28979 train 0.036201 28980 train 0.040091 28981 train 0.037632 28982 train 0.034088 28983 train 0.037743 28984 train 0.041209 28985 train 0.034484 28986 train 0.035244 28987 train 0.034379 28988 train 0.033349 28989 train 0.036227 28990 train 0.034475 28991 train 0.041368 28992 train 0.039290 28993 train 0.037590 28994 train 0.039118 28995 train 0.034682 28996 train 0.040620 28997 train 0.037703 28998 train 0.035154 28999 train 0.042264 29000 val 18.7252 29000 train 0.039039 29001 train 0.034448 29002 train 0.033982 29003 train 0.041637 29004 train 0.035779 29005 train 0.035152 29006 train 0.034752 29007 train 0.032408 29008 train 0.033675 29009 train 0.030718 29010 train 0.035922 29011 train 0.033537 29012 train 0.037815 29013 train 0.038975 29014 train 0.033740 29015 train 0.038069 29016 train 0.035968 29017 train 0.035127 29018 train 0.035361 29019 train 0.037721 29020 train 0.072333 29021 train 0.033953 29022 train 0.036950 29023 train 0.036455 29024 train 0.037804 29025 val 18.7715 29025 train 0.038530 29026 train 0.033299 29027 train 0.035571 29028 train 0.034507 29029 train 0.033440 29030 train 0.036051 29031 train 0.035389 29032 train 0.036227 29033 train 0.033528 29034 train 0.037084 29035 train 0.035523 29036 train 0.039146 29037 train 0.035559 29038 train 0.036030 29039 train 0.038344 29040 train 0.033990 29041 train 0.034529 29042 train 0.034710 29043 train 0.034747 29044 train 0.031455 29045 train 0.034831 29046 train 0.035566 29047 train 0.031225 29048 train 0.035826 29049 train 0.034498 29050 val 18.8446 29050 train 0.030942 29051 train 0.033035 29052 train 0.033827 29053 train 0.034669 29054 train 0.034392 29055 train 0.035958 29056 train 0.044825 29057 train 0.033903 29058 train 0.037785 29059 train 0.034145 29060 train 0.033669 29061 train 0.035252 29062 train 0.034816 29063 train 0.035086 29064 train 0.028727 29065 train 0.034127 29066 train 0.033933 29067 train 0.037880 29068 train 0.037352 29069 train 0.032586 29070 train 0.036684 29071 train 0.033258 29072 train 0.037155 29073 train 0.036552 29074 train 0.033227 29075 val 18.8451 29075 train 0.036502 29076 train 0.035364 29077 train 0.031601 29078 train 0.038794 29079 train 0.032922 29080 train 0.034875 29081 train 0.035393 29082 train 0.033046 29083 train 0.038471 29084 train 0.040314 29085 train 0.036706 29086 train 0.031030 29087 train 0.037718 29088 train 0.034523 29089 train 0.032134 29090 train 0.030641 29091 train 0.033362 29092 train 0.034911 29093 train 0.037314 29094 train 0.036810 29095 train 0.036016 29096 train 0.034514 29097 train 0.035150 29098 train 0.038485 29099 train 0.033049 29100 val 18.7553 29100 train 0.034803 29101 train 0.036466 29102 train 0.031989 29103 train 0.035681 29104 train 0.033655 29105 train 0.033115 29106 train 0.036552 29107 train 0.032381 29108 train 0.034147 29109 train 0.034782 29110 train 0.033816 29111 train 0.037363 29112 train 0.032837 29113 train 0.033339 29114 train 0.034802 29115 train 0.033500 29116 train 0.031920 29117 train 0.034459 29118 train 0.038422 29119 train 0.036111 29120 train 0.040435 29121 train 0.038737 29122 train 0.034220 29123 train 0.033670 29124 train 0.031516 29125 val 18.7935 29125 train 0.032972 29126 train 0.032226 29127 train 0.037296 29128 train 0.034926 29129 train 0.033490 29130 train 0.031398 29131 train 0.034726 29132 train 0.036576 29133 train 0.034148 29134 train 0.036858 29135 train 0.033937 29136 train 0.033706 29137 train 0.035483 29138 train 0.034866 29139 train 0.037277 29140 train 0.036418 29141 train 0.037946 29142 train 0.036646 29143 train 0.036354 29144 train 0.032209 29145 train 0.035626 29146 train 0.037842 29147 train 0.033973 29148 train 0.041253 29149 train 0.035092 29150 val 18.8378 29150 train 0.034800 29151 train 0.036776 29152 train 0.033983 29153 train 0.034074 29154 train 0.036232 29155 train 0.035954 29156 train 0.037715 29157 train 0.036147 29158 train 0.035914 29159 train 0.033393 29160 train 0.032643 29161 train 0.034829 29162 train 0.040851 29163 train 0.035584 29164 train 0.032426 29165 train 0.032957 29166 train 0.032891 29167 train 0.034956 29168 train 0.037957 29169 train 0.031840 29170 train 0.035381 29171 train 0.034379 29172 train 0.030675 29173 train 0.038697 29174 train 0.032183 29175 val 18.8446 29175 train 0.032195 29176 train 0.036048 29177 train 0.036311 29178 train 0.036148 29179 train 0.034752 29180 train 0.035566 29181 train 0.035114 29182 train 0.036326 29183 train 0.034902 29184 train 0.074135 29185 train 0.037850 29186 train 0.035784 29187 train 0.032471 29188 train 0.036177 29189 train 0.035172 29190 train 0.034647 29191 train 0.033773 29192 train 0.035826 29193 train 0.039067 29194 train 0.034972 29195 train 0.036862 29196 train 0.034868 29197 train 0.035881 29198 train 0.038849 29199 train 0.035529 29200 val 18.8510 29200 train 0.034365 29201 train 0.035650 29202 train 0.031949 29203 train 0.032643 29204 train 0.034917 29205 train 0.032260 29206 train 0.033764 29207 train 0.033650 29208 train 0.032347 29209 train 0.036262 29210 train 0.032250 29211 train 0.032491 29212 train 0.031461 29213 train 0.033930 29214 train 0.030806 29215 train 0.031579 29216 train 0.037855 29217 train 0.037562 29218 train 0.038132 29219 train 0.033543 29220 train 0.042652 29221 train 0.038533 29222 train 0.036763 29223 train 0.032212 29224 train 0.036808 29225 val 18.9242 29225 train 0.033934 29226 train 0.033865 29227 train 0.031894 29228 train 0.032965 29229 train 0.038508 29230 train 0.032974 29231 train 0.037534 29232 train 0.035711 29233 train 0.029428 29234 train 0.033287 29235 train 0.033461 29236 train 0.032798 29237 train 0.033960 29238 train 0.033284 29239 train 0.033116 29240 train 0.035747 29241 train 0.035263 29242 train 0.035844 29243 train 0.033571 29244 train 0.032747 29245 train 0.035102 29246 train 0.038486 29247 train 0.036759 29248 train 0.033245 29249 train 0.034335 29250 val 18.8512 29250 train 0.035950 29251 train 0.030759 29252 train 0.034838 29253 train 0.039880 29254 train 0.032834 29255 train 0.033778 29256 train 0.049012 29257 train 0.038985 29258 train 0.034467 29259 train 0.035579 29260 train 0.034143 29261 train 0.034011 29262 train 0.031716 29263 train 0.032936 29264 train 0.034170 29265 train 0.033933 29266 train 0.036165 29267 train 0.035659 29268 train 0.037695 29269 train 0.035746 29270 train 0.032249 29271 train 0.031838 29272 train 0.030992 29273 train 0.032533 29274 train 0.035490 29275 val 18.8755 29275 train 0.032949 29276 train 0.036010 29277 train 0.034715 29278 train 0.033097 29279 train 0.036434 29280 train 0.034917 29281 train 0.040252 29282 train 0.045102 29283 train 0.039054 29284 train 0.034868 29285 train 0.034809 29286 train 0.035456 29287 train 0.036071 29288 train 0.039459 29289 train 0.040766 29290 train 0.030601 29291 train 0.034332 29292 train 0.033632 29293 train 0.035990 29294 train 0.037201 29295 train 0.035270 29296 train 0.034714 29297 train 0.037338 29298 train 0.034911 29299 train 0.039104 29300 val 18.8202 29300 train 0.031927 29301 train 0.038198 29302 train 0.039395 29303 train 0.042331 29304 train 0.035743 29305 train 0.035605 29306 train 0.036102 29307 train 0.033821 29308 train 0.036472 29309 train 0.037709 29310 train 0.036568 29311 train 0.033831 29312 train 0.030811 29313 train 0.034903 29314 train 0.032105 29315 train 0.034032 29316 train 0.032666 29317 train 0.041285 29318 train 0.039874 29319 train 0.035436 29320 train 0.036086 29321 train 0.035467 29322 train 0.039240 29323 train 0.038871 29324 train 0.036060 29325 val 18.8015 29325 train 0.041542 29326 train 0.036596 29327 train 0.037365 29328 train 0.035319 29329 train 0.036261 29330 train 0.033411 29331 train 0.033404 29332 train 0.033172 29333 train 0.035528 29334 train 0.034751 29335 train 0.035669 29336 train 0.034096 29337 train 0.032737 29338 train 0.034804 29339 train 0.033176 29340 train 0.034006 29341 train 0.036902 29342 train 0.039498 29343 train 0.035875 29344 train 0.036612 29345 train 0.037298 29346 train 0.036463 29347 train 0.032658 29348 train 0.032773 29349 train 0.037321 29350 val 18.8426 29350 train 0.032936 29351 train 0.037656 29352 train 0.036407 29353 train 0.032832 29354 train 0.032557 29355 train 0.037140 29356 train 0.036568 29357 train 0.032784 29358 train 0.038526 29359 train 0.036102 29360 train 0.031861 29361 train 0.033969 29362 train 0.038826 29363 train 0.035135 29364 train 0.034804 29365 train 0.034571 29366 train 0.035499 29367 train 0.032745 29368 train 0.034578 29369 train 0.033837 29370 train 0.033924 29371 train 0.036634 29372 train 0.028704 29373 train 0.033799 29374 train 0.034123 29375 val 18.9466 29375 train 0.029597 29376 train 0.029483 29377 train 0.031232 29378 train 0.036106 29379 train 0.036299 29380 train 0.033849 29381 train 0.037213 29382 train 0.038516 29383 train 0.035622 29384 train 0.032040 29385 train 0.049480 29386 train 0.034601 29387 train 0.040583 29388 train 0.031589 29389 train 0.032920 29390 train 0.031599 29391 train 0.036355 29392 train 0.034743 29393 train 0.034183 29394 train 0.035183 29395 train 0.035766 29396 train 0.033614 29397 train 0.037023 29398 train 0.034232 29399 train 0.034844 29400 val 18.8308 29400 train 0.031502 29401 train 0.032476 29402 train 0.037047 29403 train 0.037845 29404 train 0.034760 29405 train 0.034725 29406 train 0.032247 29407 train 0.033998 29408 train 0.031323 29409 train 0.033642 29410 train 0.033363 29411 train 0.030204 29412 train 0.031276 29413 train 0.033241 29414 train 0.033339 29415 train 0.033828 29416 train 0.035436 29417 train 0.036766 29418 train 0.034569 29419 train 0.038141 29420 train 0.038915 29421 train 0.042872 29422 train 0.036679 29423 train 0.032362 29424 train 0.036090 29425 val 18.8596 29425 train 0.035489 29426 train 0.033610 29427 train 0.039115 29428 train 0.035553 29429 train 0.033027 29430 train 0.035466 29431 train 0.036774 29432 train 0.039016 29433 train 0.034723 29434 train 0.035197 29435 train 0.033510 29436 train 0.035661 29437 train 0.035301 29438 train 0.037089 29439 train 0.040824 29440 train 0.033845 29441 train 0.034534 29442 train 0.033558 29443 train 0.037035 29444 train 0.035148 29445 train 0.035642 29446 train 0.035109 29447 train 0.033602 29448 train 0.033200 29449 train 0.033496 29450 val 18.8998 29450 train 0.036395 29451 train 0.033360 29452 train 0.037885 29453 train 0.034482 29454 train 0.031728 29455 train 0.038154 29456 train 0.037177 29457 train 0.042106 29458 train 0.037772 29459 train 0.032338 29460 train 0.039897 29461 train 0.039777 29462 train 0.037546 29463 train 0.034553 29464 train 0.033985 29465 train 0.036896 29466 train 0.039334 29467 train 0.037242 29468 train 0.053374 29469 train 0.035494 29470 train 0.034118 29471 train 0.035189 29472 train 0.035648 29473 train 0.032876 29474 train 0.031102 29475 val 18.8985 29475 train 0.036881 29476 train 0.033316 29477 train 0.034715 29478 train 0.034827 29479 train 0.032036 29480 train 0.036425 29481 train 0.035334 29482 train 0.041941 29483 train 0.034991 29484 train 0.033361 29485 train 0.035151 29486 train 0.034174 29487 train 0.036938 29488 train 0.038207 29489 train 0.038450 29490 train 0.041327 29491 train 0.036860 29492 train 0.039894 29493 train 0.036166 29494 train 0.037086 29495 train 0.032722 29496 train 0.036182 29497 train 0.037980 29498 train 0.036909 29499 train 0.035266 29500 val 18.8564 29500 train 0.033558 29501 train 0.038067 29502 train 0.034708 29503 train 0.038846 29504 train 0.043514 29505 train 0.033724 29506 train 0.032148 29507 train 0.041384 29508 train 0.035530 29509 train 0.037109 29510 train 0.033472 29511 train 0.039669 29512 train 0.030273 29513 train 0.034929 29514 train 0.033663 29515 train 0.034442 29516 train 0.031186 29517 train 0.035643 29518 train 0.033227 29519 train 0.035287 29520 train 0.033962 29521 train 0.036421 29522 train 0.038490 29523 train 0.037612 29524 train 0.039768 29525 val 18.8234 29525 train 0.038853 29526 train 0.069324 29527 train 0.037488 29528 train 0.031902 29529 train 0.034702 29530 train 0.033727 29531 train 0.037214 29532 train 0.037481 29533 train 0.039958 29534 train 0.033969 29535 train 0.035677 29536 train 0.032454 29537 train 0.034843 29538 train 0.032337 29539 train 0.035238 29540 train 0.035745 29541 train 0.034081 29542 train 0.033826 29543 train 0.039989 29544 train 0.034591 29545 train 0.033433 29546 train 0.040302 29547 train 0.042494 29548 train 0.030730 29549 train 0.033718 29550 val 18.8816 29550 train 0.030602 29551 train 0.036820 29552 train 0.035388 29553 train 0.036329 29554 train 0.030832 29555 train 0.033913 29556 train 0.031629 29557 train 0.035122 29558 train 0.029935 29559 train 0.031554 29560 train 0.031661 29561 train 0.034813 29562 train 0.040145 29563 train 0.032822 29564 train 0.037459 29565 train 0.034774 29566 train 0.032057 29567 train 0.036543 29568 train 0.035434 29569 train 0.040171 29570 train 0.038489 29571 train 0.033410 29572 train 0.033706 29573 train 0.036727 29574 train 0.036643 29575 val 18.8401 29575 train 0.035953 29576 train 0.033660 29577 train 0.031228 29578 train 0.036202 29579 train 0.036351 29580 train 0.033736 29581 train 0.031402 29582 train 0.032920 29583 train 0.040910 29584 train 0.032529 29585 train 0.032767 29586 train 0.033224 29587 train 0.033505 29588 train 0.036972 29589 train 0.044082 29590 train 0.033505 29591 train 0.032589 29592 train 0.032795 29593 train 0.035384 29594 train 0.035145 29595 train 0.034173 29596 train 0.031265 29597 train 0.031773 29598 train 0.028892 29599 train 0.033961 29600 val 18.8306 29600 train 0.035489 29601 train 0.033245 29602 train 0.032628 29603 train 0.041075 29604 train 0.035060 29605 train 0.039232 29606 train 0.038255 29607 train 0.031763 29608 train 0.035985 29609 train 0.033074 29610 train 0.037880 29611 train 0.033483 29612 train 0.036715 29613 train 0.037099 29614 train 0.036876 29615 train 0.034666 29616 train 0.038055 29617 train 0.036555 29618 train 0.036642 29619 train 0.034374 29620 train 0.030261 29621 train 0.036384 29622 train 0.036797 29623 train 0.029597 29624 train 0.036649 29625 val 18.8513 29625 train 0.041384 29626 train 0.035782 29627 train 0.034590 29628 train 0.035589 29629 train 0.035192 29630 train 0.033498 29631 train 0.038493 29632 train 0.034056 29633 train 0.042590 29634 train 0.032431 29635 train 0.037223 29636 train 0.033056 29637 train 0.033099 29638 train 0.033444 29639 train 0.034440 29640 train 0.037245 29641 train 0.037535 29642 train 0.034983 29643 train 0.031481 29644 train 0.031897 29645 train 0.037639 29646 train 0.034177 29647 train 0.037485 29648 train 0.035813 29649 train 0.035041 29650 val 18.8078 29650 train 0.032269 29651 train 0.034549 29652 train 0.040308 29653 train 0.034314 29654 train 0.036486 29655 train 0.039444 29656 train 0.032609 29657 train 0.032296 29658 train 0.033515 29659 train 0.032525 29660 train 0.036304 29661 train 0.039033 29662 train 0.033880 29663 train 0.033274 29664 train 0.036459 29665 train 0.037892 29666 train 0.032584 29667 train 0.037357 29668 train 0.038881 29669 train 0.037954 29670 train 0.033913 29671 train 0.037521 29672 train 0.033030 29673 train 0.034491 29674 train 0.037972 29675 val 18.7611 29675 train 0.036773 29676 train 0.035150 29677 train 0.039404 29678 train 0.033527 29679 train 0.033864 29680 train 0.036446 29681 train 0.034070 29682 train 0.031442 29683 train 0.038717 29684 train 0.032558 29685 train 0.039711 29686 train 0.036375 29687 train 0.033178 29688 train 0.035323 29689 train 0.033333 29690 train 0.032623 29691 train 0.031452 29692 train 0.034921 29693 train 0.036766 29694 train 0.038075 29695 train 0.038619 29696 train 0.038466 29697 train 0.039310 29698 train 0.032410 29699 train 0.033066 29700 val 18.8955 29700 train 0.035549 29701 train 0.035101 29702 train 0.031757 29703 train 0.033345 29704 train 0.035907 29705 train 0.035061 29706 train 0.035729 29707 train 0.039096 29708 train 0.032964 29709 train 0.037151 29710 train 0.040207 29711 train 0.034338 29712 train 0.035865 29713 train 0.041909 29714 train 0.037195 29715 train 0.038528 29716 train 0.033009 29717 train 0.034305 29718 train 0.032311 29719 train 0.031397 29720 train 0.034515 29721 train 0.040206 29722 train 0.036309 29723 train 0.037215 29724 train 0.036607 29725 val 18.8454 29725 train 0.035224 29726 train 0.031624 29727 train 0.034080 29728 train 0.033457 29729 train 0.033548 29730 train 0.032785 29731 train 0.033139 29732 train 0.036098 29733 train 0.038013 29734 train 0.033668 29735 train 0.037911 29736 train 0.031743 29737 train 0.035932 29738 train 0.036233 29739 train 0.036482 29740 train 0.035374 29741 train 0.031651 29742 train 0.031686 29743 train 0.037582 29744 train 0.032800 29745 train 0.031011 29746 train 0.035056 29747 train 0.034953 29748 train 0.043671 29749 train 0.032621 29750 val 18.7832 29750 train 0.033023 29751 train 0.038151 29752 train 0.038277 29753 train 0.036082 29754 train 0.034123 29755 train 0.035314 29756 train 0.034310 29757 train 0.039420 29758 train 0.035461 29759 train 0.036851 29760 train 0.033623 29761 train 0.034928 29762 train 0.033372 29763 train 0.029523 29764 train 0.034499 29765 train 0.032541 29766 train 0.035089 29767 train 0.034300 29768 train 0.034967 29769 train 0.035983 29770 train 0.033508 29771 train 0.031547 29772 train 0.035065 29773 train 0.032283 29774 train 0.040029 29775 val 18.9084 29775 train 0.036346 29776 train 0.031730 29777 train 0.034272 29778 train 0.029536 29779 train 0.034302 29780 train 0.035962 29781 train 0.035004 29782 train 0.034342 29783 train 0.033624 29784 train 0.033645 29785 train 0.028958 29786 train 0.029064 29787 train 0.033509 29788 train 0.034892 29789 train 0.033292 29790 train 0.033987 29791 train 0.036062 29792 train 0.035428 29793 train 0.037174 29794 train 0.033897 29795 train 0.037139 29796 train 0.030439 29797 train 0.031994 29798 train 0.035927 29799 train 0.034139 29800 val 18.8570 29800 train 0.034267 29801 train 0.035357 29802 train 0.032611 29803 train 0.032922 29804 train 0.035362 29805 train 0.034971 29806 train 0.031671 29807 train 0.034331 29808 train 0.036973 29809 train 0.037237 29810 train 0.036182 29811 train 0.033156 29812 train 0.032206 29813 train 0.036055 29814 train 0.031348 29815 train 0.038678 29816 train 0.034900 29817 train 0.035683 29818 train 0.033920 29819 train 0.032033 29820 train 0.031370 29821 train 0.029192 29822 train 0.031435 29823 train 0.034959 29824 train 0.035211 29825 val 18.8547 29825 train 0.030167 29826 train 0.031092 29827 train 0.034543 29828 train 0.034547 29829 train 0.036740 29830 train 0.036206 29831 train 0.034544 29832 train 0.036449 29833 train 0.035716 29834 train 0.035604 29835 train 0.034052 29836 train 0.032562 29837 train 0.034149 29838 train 0.034104 29839 train 0.032786 29840 train 0.034309 29841 train 0.034249 29842 train 0.037352 29843 train 0.034327 29844 train 0.034775 29845 train 0.032711 29846 train 0.033539 29847 train 0.041538 29848 train 0.039807 29849 train 0.035633 29850 val 18.8569 29850 train 0.031949 29851 train 0.036371 29852 train 0.037918 29853 train 0.038372 29854 train 0.035424 29855 train 0.032128 29856 train 0.034224 29857 train 0.036058 29858 train 0.036732 29859 train 0.033399 29860 train 0.034723 29861 train 0.032267 29862 train 0.032565 29863 train 0.037399 29864 train 0.033591 29865 train 0.032659 29866 train 0.032768 29867 train 0.033293 29868 train 0.036981 29869 train 0.035853 29870 train 0.037792 29871 train 0.035856 29872 train 0.030514 29873 train 0.036560 29874 train 0.036731 29875 val 18.9009 29875 train 0.033187 29876 train 0.034621 29877 train 0.034281 29878 train 0.034859 29879 train 0.037335 29880 train 0.036393 29881 train 0.031434 29882 train 0.033263 29883 train 0.037047 29884 train 0.035188 29885 train 0.035468 29886 train 0.038401 29887 train 0.037097 29888 train 0.034220 29889 train 0.037544 29890 train 0.038123 29891 train 0.036010 29892 train 0.038969 29893 train 0.036637 29894 train 0.040473 29895 train 0.034687 29896 train 0.038967 29897 train 0.039643 29898 train 0.034077 29899 train 0.036083 29900 val 18.9231 29900 train 0.034558 29901 train 0.033924 29902 train 0.033504 29903 train 0.030028 29904 train 0.034046 29905 train 0.033047 29906 train 0.031377 29907 train 0.033572 29908 train 0.035941 29909 train 0.036536 29910 train 0.035213 29911 train 0.033287 29912 train 0.034330 29913 train 0.040702 29914 train 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train 0.034958 29961 train 0.038902 29962 train 0.033652 29963 train 0.036096 29964 train 0.035658 29965 train 0.032118 29966 train 0.037633 29967 train 0.036748 29968 train 0.037484 29969 train 0.037443 29970 train 0.039952 29971 train 0.037998 29972 train 0.033401 29973 train 0.036702 29974 train 0.038472 29975 val 18.8756 29975 train 0.039907 29976 train 0.033478 29977 train 0.034719 29978 train 0.034165 29979 train 0.033727 29980 train 0.039474 29981 train 0.035473 29982 train 0.036369 29983 train 0.034706 29984 train 0.034142 29985 train 0.032871 29986 train 0.030983 29987 train 0.034730 29988 train 0.035224 29989 train 0.038182 29990 train 0.046344 29991 train 0.037180 29992 train 0.036603 29993 train 0.034709 29994 train 0.034364 29995 train 0.033703 29996 train 0.033374 29997 train 0.035583 29998 train 0.034694 29999 train 0.035662 30000 val 18.8828 30000 train 0.031294 30001 train 0.034464 30002 train 0.035583 30003 train 0.040330 30004 train 0.032384 30005 train 0.032109 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0.034037 30052 train 0.041042 30053 train 0.038224 30054 train 0.045179 30055 train 0.031572 30056 train 0.036116 30057 train 0.035548 30058 train 0.034820 30059 train 0.036182 30060 train 0.033290 30061 train 0.032509 30062 train 0.036328 30063 train 0.035518 30064 train 0.035675 30065 train 0.029063 30066 train 0.032819 30067 train 0.031806 30068 train 0.028749 30069 train 0.035033 30070 train 0.037140 30071 train 0.036054 30072 train 0.034272 30073 train 0.037294 30074 train 0.034204 30075 val 18.8106 30075 train 0.037108 30076 train 0.037005 30077 train 0.037483 30078 train 0.037260 30079 train 0.029858 30080 train 0.032712 30081 train 0.030777 30082 train 0.034126 30083 train 0.033643 30084 train 0.032732 30085 train 0.030744 30086 train 0.033186 30087 train 0.032002 30088 train 0.034413 30089 train 0.038316 30090 train 0.034467 30091 train 0.032889 30092 train 0.032420 30093 train 0.034651 30094 train 0.034832 30095 train 0.037592 30096 train 0.038175 30097 train 0.034699 30098 train 0.038356 30099 train 0.043020 30100 val 18.9036 30100 train 0.036558 30101 train 0.034615 30102 train 0.035120 30103 train 0.031999 30104 train 0.031533 30105 train 0.031386 30106 train 0.035325 30107 train 0.034484 30108 train 0.032760 30109 train 0.033694 30110 train 0.029013 30111 train 0.033254 30112 train 0.038069 30113 train 0.036372 30114 train 0.034425 30115 train 0.030996 30116 train 0.032261 30117 train 0.031366 30118 train 0.030854 30119 train 0.035951 30120 train 0.036263 30121 train 0.033641 30122 train 0.030969 30123 train 0.033554 30124 train 0.032734 30125 val 18.8892 30125 train 0.037307 30126 train 0.033196 30127 train 0.035901 30128 train 0.034828 30129 train 0.035071 30130 train 0.031747 30131 train 0.033074 30132 train 0.036547 30133 train 0.033671 30134 train 0.039270 30135 train 0.036433 30136 train 0.041043 30137 train 0.038003 30138 train 0.037647 30139 train 0.034010 30140 train 0.032733 30141 train 0.033664 30142 train 0.035548 30143 train 0.035857 30144 train 0.033433 30145 train 0.034804 30146 train 0.030763 30147 train 0.033045 30148 train 0.032581 30149 train 0.031872 30150 val 18.9273 30150 train 0.035003 30151 train 0.032541 30152 train 0.034087 30153 train 0.034170 30154 train 0.034660 30155 train 0.032250 30156 train 0.035758 30157 train 0.036024 30158 train 0.034292 30159 train 0.032972 30160 train 0.034253 30161 train 0.037092 30162 train 0.033839 30163 train 0.037342 30164 train 0.033495 30165 train 0.034567 30166 train 0.035792 30167 train 0.032476 30168 train 0.038713 30169 train 0.034225 30170 train 0.036588 30171 train 0.033458 30172 train 0.034707 30173 train 0.034081 30174 train 0.036378 30175 val 18.8781 30175 train 0.035455 30176 train 0.036330 30177 train 0.038563 30178 train 0.037330 30179 train 0.034551 30180 train 0.035911 30181 train 0.038439 30182 train 0.037259 30183 train 0.032001 30184 train 0.033587 30185 train 0.033809 30186 train 0.034348 30187 train 0.031204 30188 train 0.032754 30189 train 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train 0.035213 30236 train 0.036520 30237 train 0.034626 30238 train 0.033654 30239 train 0.029996 30240 train 0.031339 30241 train 0.034956 30242 train 0.032493 30243 train 0.033719 30244 train 0.034270 30245 train 0.035066 30246 train 0.031553 30247 train 0.030937 30248 train 0.035280 30249 train 0.036725 30250 val 18.9473 30250 train 0.034917 30251 train 0.033608 30252 train 0.032907 30253 train 0.038009 30254 train 0.034253 30255 train 0.034696 30256 train 0.037530 30257 train 0.035395 30258 train 0.036002 30259 train 0.038316 30260 train 0.031865 30261 train 0.031159 30262 train 0.034760 30263 train 0.057810 30264 train 0.037870 30265 train 0.034917 30266 train 0.035123 30267 train 0.033548 30268 train 0.031037 30269 train 0.030951 30270 train 0.033695 30271 train 0.034786 30272 train 0.034053 30273 train 0.034995 30274 train 0.037223 30275 val 18.8459 30275 train 0.032090 30276 train 0.034981 30277 train 0.035947 30278 train 0.034260 30279 train 0.037127 30280 train 0.036193 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train 0.035599 30374 train 0.033809 30375 val 19.0206 30375 train 0.030439 30376 train 0.035302 30377 train 0.035287 30378 train 0.034634 30379 train 0.036774 30380 train 0.032462 30381 train 0.039590 30382 train 0.035302 30383 train 0.031053 30384 train 0.033491 30385 train 0.037522 30386 train 0.036358 30387 train 0.036661 30388 train 0.032209 30389 train 0.037137 30390 train 0.032951 30391 train 0.031135 30392 train 0.034292 30393 train 0.040366 30394 train 0.032960 30395 train 0.033850 30396 train 0.033666 30397 train 0.037727 30398 train 0.036755 30399 train 0.033988 30400 val 18.8493 30400 train 0.037628 30401 train 0.037515 30402 train 0.032334 30403 train 0.036665 30404 train 0.030448 30405 train 0.034091 30406 train 0.030961 30407 train 0.030137 30408 train 0.035164 30409 train 0.032098 30410 train 0.032405 30411 train 0.031120 30412 train 0.036558 30413 train 0.031776 30414 train 0.036561 30415 train 0.033073 30416 train 0.031756 30417 train 0.038577 30418 train 0.036951 30419 train 0.032547 30420 train 0.035486 30421 train 0.032366 30422 train 0.031948 30423 train 0.033115 30424 train 0.033332 30425 val 18.8787 30425 train 0.033717 30426 train 0.035324 30427 train 0.034089 30428 train 0.033763 30429 train 0.035539 30430 train 0.035538 30431 train 0.031770 30432 train 0.030498 30433 train 0.031148 30434 train 0.029643 30435 train 0.036504 30436 train 0.038810 30437 train 0.031875 30438 train 0.035257 30439 train 0.041139 30440 train 0.035550 30441 train 0.034973 30442 train 0.034943 30443 train 0.030941 30444 train 0.036102 30445 train 0.032657 30446 train 0.034844 30447 train 0.032982 30448 train 0.031168 30449 train 0.029904 30450 val 18.9919 30450 train 0.035228 30451 train 0.031508 30452 train 0.031496 30453 train 0.031765 30454 train 0.033992 30455 train 0.031428 30456 train 0.030998 30457 train 0.032308 30458 train 0.030772 30459 train 0.033665 30460 train 0.032760 30461 train 0.033813 30462 train 0.034902 30463 train 0.033921 30464 train 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train 0.033498 30511 train 0.032354 30512 train 0.031789 30513 train 0.030293 30514 train 0.031620 30515 train 0.033010 30516 train 0.032974 30517 train 0.033161 30518 train 0.034609 30519 train 0.034891 30520 train 0.035740 30521 train 0.035828 30522 train 0.040681 30523 train 0.033926 30524 train 0.034845 30525 val 19.0139 30525 train 0.036336 30526 train 0.033552 30527 train 0.029186 30528 train 0.034457 30529 train 0.032579 30530 train 0.033282 30531 train 0.031923 30532 train 0.033248 30533 train 0.033190 30534 train 0.028723 30535 train 0.033191 30536 train 0.035775 30537 train 0.034624 30538 train 0.034919 30539 train 0.030699 30540 train 0.036433 30541 train 0.033680 30542 train 0.040696 30543 train 0.039713 30544 train 0.034718 30545 train 0.037259 30546 train 0.044540 30547 train 0.037989 30548 train 0.037595 30549 train 0.034575 30550 val 18.9447 30550 train 0.030983 30551 train 0.031694 30552 train 0.031477 30553 train 0.033278 30554 train 0.031747 30555 train 0.033618 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0.032720 30602 train 0.038291 30603 train 0.035820 30604 train 0.034344 30605 train 0.034814 30606 train 0.035098 30607 train 0.034179 30608 train 0.035302 30609 train 0.034385 30610 train 0.032934 30611 train 0.033728 30612 train 0.034049 30613 train 0.033130 30614 train 0.034320 30615 train 0.032657 30616 train 0.036737 30617 train 0.033088 30618 train 0.035703 30619 train 0.033127 30620 train 0.036083 30621 train 0.035334 30622 train 0.036343 30623 train 0.033825 30624 train 0.037189 30625 val 18.8119 30625 train 0.036332 30626 train 0.032781 30627 train 0.032103 30628 train 0.035809 30629 train 0.035827 30630 train 0.031988 30631 train 0.033024 30632 train 0.036255 30633 train 0.030146 30634 train 0.036299 30635 train 0.036860 30636 train 0.037598 30637 train 0.035252 30638 train 0.031417 30639 train 0.032173 30640 train 0.033847 30641 train 0.036899 30642 train 0.037304 30643 train 0.037394 30644 train 0.037549 30645 train 0.040321 30646 train 0.034972 30647 train 0.034369 30648 train 0.032488 30649 train 0.030610 30650 val 18.8854 30650 train 0.032651 30651 train 0.037579 30652 train 0.035262 30653 train 0.032101 30654 train 0.031898 30655 train 0.037170 30656 train 0.036670 30657 train 0.031556 30658 train 0.031328 30659 train 0.034640 30660 train 0.038516 30661 train 0.037870 30662 train 0.039367 30663 train 0.037256 30664 train 0.031964 30665 train 0.035432 30666 train 0.031462 30667 train 0.034218 30668 train 0.035126 30669 train 0.034170 30670 train 0.036485 30671 train 0.036141 30672 train 0.037261 30673 train 0.030428 30674 train 0.030071 30675 val 18.9221 30675 train 0.031565 30676 train 0.033312 30677 train 0.031240 30678 train 0.032807 30679 train 0.034668 30680 train 0.033440 30681 train 0.041975 30682 train 0.036846 30683 train 0.034636 30684 train 0.035557 30685 train 0.032903 30686 train 0.030783 30687 train 0.037843 30688 train 0.039923 30689 train 0.033782 30690 train 0.029608 30691 train 0.033800 30692 train 0.036576 30693 train 0.038197 30694 train 0.036843 30695 train 0.030555 30696 train 0.029681 30697 train 0.036765 30698 train 0.036613 30699 train 0.032500 30700 val 18.8327 30700 train 0.032772 30701 train 0.038226 30702 train 0.033840 30703 train 0.038157 30704 train 0.035672 30705 train 0.035379 30706 train 0.053903 30707 train 0.035157 30708 train 0.051844 30709 train 0.033372 30710 train 0.035074 30711 train 0.038058 30712 train 0.038486 30713 train 0.031821 30714 train 0.036272 30715 train 0.032896 30716 train 0.032266 30717 train 0.034331 30718 train 0.034304 30719 train 0.030500 30720 train 0.033262 30721 train 0.036080 30722 train 0.036089 30723 train 0.029185 30724 train 0.039637 30725 val 18.8181 30725 train 0.034864 30726 train 0.032889 30727 train 0.031463 30728 train 0.030936 30729 train 0.037089 30730 train 0.037347 30731 train 0.033355 30732 train 0.033239 30733 train 0.032071 30734 train 0.032533 30735 train 0.032757 30736 train 0.032989 30737 train 0.032739 30738 train 0.032219 30739 train 0.034863 30740 train 0.031876 30741 train 0.034107 30742 train 0.032150 30743 train 0.040348 30744 train 0.039455 30745 train 0.039494 30746 train 0.035402 30747 train 0.037566 30748 train 0.037255 30749 train 0.033531 30750 val 18.7790 30750 train 0.032983 30751 train 0.035270 30752 train 0.031146 30753 train 0.029840 30754 train 0.032754 30755 train 0.035340 30756 train 0.030408 30757 train 0.039171 30758 train 0.037140 30759 train 0.028801 30760 train 0.032740 30761 train 0.030403 30762 train 0.033354 30763 train 0.030607 30764 train 0.033255 30765 train 0.034013 30766 train 0.034467 30767 train 0.034909 30768 train 0.034280 30769 train 0.031021 30770 train 0.035337 30771 train 0.032246 30772 train 0.032017 30773 train 0.029695 30774 train 0.036478 30775 val 18.8660 30775 train 0.030430 30776 train 0.032074 30777 train 0.029535 30778 train 0.030455 30779 train 0.034582 30780 train 0.029783 30781 train 0.031185 30782 train 0.034953 30783 train 0.035172 30784 train 0.038446 30785 train 0.032708 30786 train 0.035160 30787 train 0.033506 30788 train 0.032317 30789 train 0.033673 30790 train 0.035003 30791 train 0.035761 30792 train 0.033247 30793 train 0.037578 30794 train 0.036329 30795 train 0.033273 30796 train 0.029863 30797 train 0.028824 30798 train 0.035466 30799 train 0.032613 30800 val 18.9466 30800 train 0.030556 30801 train 0.031846 30802 train 0.038717 30803 train 0.035597 30804 train 0.038040 30805 train 0.033586 30806 train 0.035443 30807 train 0.035477 30808 train 0.032003 30809 train 0.034021 30810 train 0.035195 30811 train 0.028653 30812 train 0.031897 30813 train 0.037061 30814 train 0.033117 30815 train 0.033903 30816 train 0.030029 30817 train 0.035384 30818 train 0.029062 30819 train 0.032855 30820 train 0.032597 30821 train 0.030859 30822 train 0.036903 30823 train 0.034858 30824 train 0.035454 30825 val 18.9561 30825 train 0.043763 30826 train 0.037327 30827 train 0.035662 30828 train 0.035545 30829 train 0.044768 30830 train 0.038851 30831 train 0.030571 30832 train 0.034072 30833 train 0.034024 30834 train 0.038069 30835 train 0.038208 30836 train 0.031019 30837 train 0.032834 30838 train 0.035171 30839 train 0.033508 30840 train 0.031320 30841 train 0.034398 30842 train 0.032599 30843 train 0.034932 30844 train 0.037391 30845 train 0.033555 30846 train 0.033407 30847 train 0.031529 30848 train 0.034233 30849 train 0.052017 30850 val 18.8920 30850 train 0.034752 30851 train 0.037489 30852 train 0.028405 30853 train 0.035304 30854 train 0.035363 30855 train 0.036848 30856 train 0.037256 30857 train 0.034271 30858 train 0.030084 30859 train 0.032318 30860 train 0.031807 30861 train 0.037897 30862 train 0.035183 30863 train 0.031780 30864 train 0.037681 30865 train 0.039870 30866 train 0.037182 30867 train 0.031720 30868 train 0.031385 30869 train 0.033246 30870 train 0.037960 30871 train 0.034026 30872 train 0.038331 30873 train 0.032107 30874 train 0.036967 30875 val 18.8410 30875 train 0.034632 30876 train 0.029586 30877 train 0.031144 30878 train 0.031437 30879 train 0.032991 30880 train 0.037081 30881 train 0.034692 30882 train 0.032243 30883 train 0.034108 30884 train 0.034074 30885 train 0.049848 30886 train 0.033646 30887 train 0.032880 30888 train 0.030899 30889 train 0.035901 30890 train 0.038041 30891 train 0.037514 30892 train 0.042318 30893 train 0.029653 30894 train 0.030916 30895 train 0.031145 30896 train 0.030019 30897 train 0.043299 30898 train 0.034191 30899 train 0.030369 30900 val 18.8629 30900 train 0.032438 30901 train 0.032717 30902 train 0.033426 30903 train 0.031170 30904 train 0.039857 30905 train 0.036145 30906 train 0.033316 30907 train 0.033357 30908 train 0.036614 30909 train 0.036592 30910 train 0.032853 30911 train 0.036565 30912 train 0.034698 30913 train 0.035688 30914 train 0.032115 30915 train 0.029676 30916 train 0.034416 30917 train 0.036922 30918 train 0.032938 30919 train 0.033281 30920 train 0.029677 30921 train 0.047528 30922 train 0.032721 30923 train 0.029870 30924 train 0.032893 30925 val 18.9901 30925 train 0.034357 30926 train 0.033247 30927 train 0.038785 30928 train 0.035411 30929 train 0.028841 30930 train 0.032995 30931 train 0.035755 30932 train 0.035305 30933 train 0.048387 30934 train 0.037872 30935 train 0.034271 30936 train 0.032107 30937 train 0.032041 30938 train 0.031826 30939 train 0.034909 30940 train 0.034881 30941 train 0.033439 30942 train 0.029536 30943 train 0.031824 30944 train 0.032549 30945 train 0.034259 30946 train 0.027499 30947 train 0.033497 30948 train 0.036522 30949 train 0.034682 30950 val 18.8253 30950 train 0.032977 30951 train 0.032033 30952 train 0.035818 30953 train 0.034605 30954 train 0.032384 30955 train 0.033414 30956 train 0.033038 30957 train 0.046206 30958 train 0.037042 30959 train 0.031408 30960 train 0.034276 30961 train 0.034936 30962 train 0.032131 30963 train 0.030407 30964 train 0.033682 30965 train 0.032336 30966 train 0.031986 30967 train 0.032327 30968 train 0.033684 30969 train 0.039875 30970 train 0.035222 30971 train 0.034835 30972 train 0.031923 30973 train 0.032668 30974 train 0.032308 30975 val 18.8073 30975 train 0.033578 30976 train 0.031555 30977 train 0.032742 30978 train 0.033224 30979 train 0.035285 30980 train 0.030867 30981 train 0.030588 30982 train 0.026772 30983 train 0.030265 30984 train 0.030087 30985 train 0.030996 30986 train 0.035483 30987 train 0.029470 30988 train 0.031903 30989 train 0.030811 30990 train 0.028978 30991 train 0.036877 30992 train 0.034930 30993 train 0.041017 30994 train 0.038115 30995 train 0.032552 30996 train 0.033177 30997 train 0.033765 30998 train 0.030866 30999 train 0.033456 31000 val 18.8583 31000 train 0.036184 31001 train 0.030922 31002 train 0.031686 31003 train 0.032848 31004 train 0.029246 31005 train 0.038173 31006 train 0.033457 31007 train 0.035175 31008 train 0.031620 31009 train 0.036409 31010 train 0.032631 31011 train 0.032655 31012 train 0.033025 31013 train 0.033670 31014 train 0.033169 31015 train 0.037017 31016 train 0.037941 31017 train 0.031367 31018 train 0.032198 31019 train 0.032150 31020 train 0.033901 31021 train 0.033111 31022 train 0.035425 31023 train 0.030390 31024 train 0.029088 31025 val 18.8680 31025 train 0.033233 31026 train 0.031011 31027 train 0.040737 31028 train 0.035800 31029 train 0.036248 31030 train 0.032020 31031 train 0.033995 31032 train 0.035817 31033 train 0.038170 31034 train 0.034022 31035 train 0.032171 31036 train 0.035251 31037 train 0.031160 31038 train 0.034479 31039 train 0.036469 31040 train 0.029857 31041 train 0.032090 31042 train 0.033101 31043 train 0.032202 31044 train 0.033743 31045 train 0.034516 31046 train 0.034431 31047 train 0.035357 31048 train 0.030600 31049 train 0.037344 31050 val 18.8187 31050 train 0.032546 31051 train 0.032643 31052 train 0.032079 31053 train 0.031151 31054 train 0.034131 31055 train 0.030081 31056 train 0.033696 31057 train 0.033213 31058 train 0.032365 31059 train 0.030037 31060 train 0.029441 31061 train 0.033179 31062 train 0.032343 31063 train 0.046603 31064 train 0.032995 31065 train 0.029917 31066 train 0.030220 31067 train 0.032811 31068 train 0.033580 31069 train 0.036970 31070 train 0.030298 31071 train 0.035693 31072 train 0.037158 31073 train 0.039469 31074 train 0.032520 31075 val 18.8842 31075 train 0.032783 31076 train 0.031968 31077 train 0.031007 31078 train 0.031566 31079 train 0.032460 31080 train 0.031117 31081 train 0.033297 31082 train 0.031536 31083 train 0.037588 31084 train 0.031948 31085 train 0.030501 31086 train 0.031317 31087 train 0.030633 31088 train 0.030023 31089 train 0.033159 31090 train 0.034071 31091 train 0.029501 31092 train 0.030916 31093 train 0.039833 31094 train 0.031575 31095 train 0.031367 31096 train 0.029985 31097 train 0.032318 31098 train 0.032570 31099 train 0.035931 31100 val 18.8417 31100 train 0.031665 31101 train 0.030789 31102 train 0.034826 31103 train 0.030843 31104 train 0.036550 31105 train 0.031982 31106 train 0.030747 31107 train 0.032643 31108 train 0.035040 31109 train 0.035792 31110 train 0.033704 31111 train 0.037239 31112 train 0.032212 31113 train 0.034609 31114 train 0.031174 31115 train 0.029946 31116 train 0.032732 31117 train 0.038222 31118 train 0.035720 31119 train 0.039904 31120 train 0.032921 31121 train 0.039696 31122 train 0.031738 31123 train 0.035371 31124 train 0.032550 31125 val 18.8625 31125 train 0.038164 31126 train 0.033439 31127 train 0.032972 31128 train 0.030344 31129 train 0.033814 31130 train 0.034496 31131 train 0.031882 31132 train 0.038134 31133 train 0.034076 31134 train 0.032998 31135 train 0.032474 31136 train 0.031716 31137 train 0.033407 31138 train 0.033133 31139 train 0.034353 31140 train 0.034836 31141 train 0.036153 31142 train 0.032560 31143 train 0.033578 31144 train 0.034097 31145 train 0.037038 31146 train 0.034586 31147 train 0.033589 31148 train 0.032852 31149 train 0.029957 31150 val 18.9577 31150 train 0.032102 31151 train 0.031271 31152 train 0.034477 31153 train 0.033759 31154 train 0.035662 31155 train 0.035381 31156 train 0.035158 31157 train 0.035646 31158 train 0.036861 31159 train 0.036374 31160 train 0.033442 31161 train 0.037364 31162 train 0.033420 31163 train 0.039452 31164 train 0.033774 31165 train 0.034144 31166 train 0.032749 31167 train 0.032122 31168 train 0.031116 31169 train 0.033024 31170 train 0.031364 31171 train 0.032328 31172 train 0.034158 31173 train 0.033333 31174 train 0.032126 31175 val 18.9628 31175 train 0.034423 31176 train 0.035218 31177 train 0.033546 31178 train 0.033902 31179 train 0.033716 31180 train 0.036297 31181 train 0.036484 31182 train 0.032325 31183 train 0.031655 31184 train 0.037595 31185 train 0.031320 31186 train 0.033253 31187 train 0.033646 31188 train 0.036538 31189 train 0.028618 31190 train 0.031857 31191 train 0.033492 31192 train 0.034688 31193 train 0.034928 31194 train 0.032171 31195 train 0.034613 31196 train 0.034391 31197 train 0.034879 31198 train 0.035795 31199 train 0.037097 31200 val 18.8803 31200 train 0.033266 31201 train 0.035325 31202 train 0.034439 31203 train 0.032777 31204 train 0.032993 31205 train 0.033947 31206 train 0.034209 31207 train 0.032396 31208 train 0.031994 31209 train 0.028406 31210 train 0.033896 31211 train 0.034709 31212 train 0.039247 31213 train 0.034203 31214 train 0.033743 31215 train 0.035929 31216 train 0.034081 31217 train 0.033750 31218 train 0.033966 31219 train 0.037171 31220 train 0.040787 31221 train 0.030838 31222 train 0.030147 31223 train 0.034205 31224 train 0.040261 31225 val 18.9032 31225 train 0.030165 31226 train 0.032025 31227 train 0.032059 31228 train 0.032897 31229 train 0.032530 31230 train 0.030470 31231 train 0.030705 31232 train 0.031528 31233 train 0.031206 31234 train 0.033962 31235 train 0.031962 31236 train 0.030928 31237 train 0.036709 31238 train 0.032171 31239 train 0.031539 31240 train 0.032380 31241 train 0.034390 31242 train 0.034387 31243 train 0.034653 31244 train 0.032326 31245 train 0.033656 31246 train 0.030276 31247 train 0.035568 31248 train 0.032197 31249 train 0.030813 31250 val 18.9977 31250 train 0.033208 31251 train 0.031115 31252 train 0.031341 31253 train 0.031511 31254 train 0.037487 31255 train 0.037480 31256 train 0.042469 31257 train 0.032832 31258 train 0.033184 31259 train 0.039001 31260 train 0.036025 31261 train 0.033162 31262 train 0.031796 31263 train 0.037411 31264 train 0.039301 31265 train 0.031207 31266 train 0.030729 31267 train 0.028559 31268 train 0.035432 31269 train 0.030944 31270 train 0.029991 31271 train 0.031318 31272 train 0.034785 31273 train 0.034240 31274 train 0.037496 31275 val 18.9305 31275 train 0.034025 31276 train 0.031207 31277 train 0.031838 31278 train 0.030269 31279 train 0.031570 31280 train 0.033291 31281 train 0.040066 31282 train 0.030285 31283 train 0.039946 31284 train 0.031292 31285 train 0.034523 31286 train 0.037744 31287 train 0.030473 31288 train 0.028959 31289 train 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train 0.038100 31336 train 0.030666 31337 train 0.033260 31338 train 0.037662 31339 train 0.036851 31340 train 0.031182 31341 train 0.033304 31342 train 0.031992 31343 train 0.035545 31344 train 0.037216 31345 train 0.031484 31346 train 0.032912 31347 train 0.031470 31348 train 0.033612 31349 train 0.033673 31350 val 18.9608 31350 train 0.029719 31351 train 0.028543 31352 train 0.034422 31353 train 0.029555 31354 train 0.030683 31355 train 0.032769 31356 train 0.032910 31357 train 0.031707 31358 train 0.035791 31359 train 0.035354 31360 train 0.034726 31361 train 0.036981 31362 train 0.033022 31363 train 0.032773 31364 train 0.031541 31365 train 0.031221 31366 train 0.032781 31367 train 0.033038 31368 train 0.036876 31369 train 0.035609 31370 train 0.034118 31371 train 0.031678 31372 train 0.032508 31373 train 0.031521 31374 train 0.034937 31375 val 18.8977 31375 train 0.028740 31376 train 0.033118 31377 train 0.034044 31378 train 0.033077 31379 train 0.035034 31380 train 0.034643 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0.032181 31427 train 0.037269 31428 train 0.032029 31429 train 0.027801 31430 train 0.037596 31431 train 0.036122 31432 train 0.032964 31433 train 0.032925 31434 train 0.036691 31435 train 0.034318 31436 train 0.030834 31437 train 0.030109 31438 train 0.034224 31439 train 0.035497 31440 train 0.035574 31441 train 0.033851 31442 train 0.034444 31443 train 0.035701 31444 train 0.033587 31445 train 0.033199 31446 train 0.035846 31447 train 0.032241 31448 train 0.035645 31449 train 0.032338 31450 val 18.9205 31450 train 0.033652 31451 train 0.030402 31452 train 0.033136 31453 train 0.033262 31454 train 0.031843 31455 train 0.031204 31456 train 0.030259 31457 train 0.034318 31458 train 0.037968 31459 train 0.032978 31460 train 0.034350 31461 train 0.036255 31462 train 0.035710 31463 train 0.038799 31464 train 0.033864 31465 train 0.029876 31466 train 0.033228 31467 train 0.031447 31468 train 0.033595 31469 train 0.032484 31470 train 0.033014 31471 train 0.031168 31472 train 0.028356 31473 train 0.032703 31474 train 0.035808 31475 val 18.9712 31475 train 0.032996 31476 train 0.028684 31477 train 0.034652 31478 train 0.036600 31479 train 0.038769 31480 train 0.035314 31481 train 0.034308 31482 train 0.032188 31483 train 0.033640 31484 train 0.033743 31485 train 0.035644 31486 train 0.036873 31487 train 0.032427 31488 train 0.031224 31489 train 0.029256 31490 train 0.029584 31491 train 0.033365 31492 train 0.028668 31493 train 0.027570 31494 train 0.032366 31495 train 0.030122 31496 train 0.032276 31497 train 0.032613 31498 train 0.033608 31499 train 0.035810 31500 val 18.9022 31500 train 0.031100 31501 train 0.033418 31502 train 0.032012 31503 train 0.036599 31504 train 0.035517 31505 train 0.034032 31506 train 0.034215 31507 train 0.032100 31508 train 0.032923 31509 train 0.031951 31510 train 0.032227 31511 train 0.032459 31512 train 0.029979 31513 train 0.036013 31514 train 0.033620 31515 train 0.032869 31516 train 0.030202 31517 train 0.032110 31518 train 0.034227 31519 train 0.032614 31520 train 0.036746 31521 train 0.032519 31522 train 0.033981 31523 train 0.031112 31524 train 0.033498 31525 val 18.9046 31525 train 0.035047 31526 train 0.033308 31527 train 0.030626 31528 train 0.030615 31529 train 0.031289 31530 train 0.032479 31531 train 0.030312 31532 train 0.030948 31533 train 0.033868 31534 train 0.032312 31535 train 0.031048 31536 train 0.031359 31537 train 0.032761 31538 train 0.031453 31539 train 0.034549 31540 train 0.033745 31541 train 0.033729 31542 train 0.034778 31543 train 0.033858 31544 train 0.033106 31545 train 0.034594 31546 train 0.042093 31547 train 0.033862 31548 train 0.032994 31549 train 0.037332 31550 val 18.9293 31550 train 0.034996 31551 train 0.033694 31552 train 0.028336 31553 train 0.033110 31554 train 0.031696 31555 train 0.028202 31556 train 0.032247 31557 train 0.031777 31558 train 0.033860 31559 train 0.034556 31560 train 0.030289 31561 train 0.033689 31562 train 0.033841 31563 train 0.030672 31564 train 0.032135 31565 train 0.031391 31566 train 0.033109 31567 train 0.029085 31568 train 0.030364 31569 train 0.032355 31570 train 0.031967 31571 train 0.030693 31572 train 0.031258 31573 train 0.035193 31574 train 0.034532 31575 val 18.9409 31575 train 0.031016 31576 train 0.029031 31577 train 0.032449 31578 train 0.028690 31579 train 0.031128 31580 train 0.033459 31581 train 0.031460 31582 train 0.034486 31583 train 0.032157 31584 train 0.038142 31585 train 0.034707 31586 train 0.032194 31587 train 0.033822 31588 train 0.028592 31589 train 0.032674 31590 train 0.037788 31591 train 0.031262 31592 train 0.028376 31593 train 0.032502 31594 train 0.032113 31595 train 0.032671 31596 train 0.030030 31597 train 0.030669 31598 train 0.032694 31599 train 0.029802 31600 val 19.0070 31600 train 0.030995 31601 train 0.031134 31602 train 0.031266 31603 train 0.031207 31604 train 0.031855 31605 train 0.030833 31606 train 0.033581 31607 train 0.032980 31608 train 0.031387 31609 train 0.032111 31610 train 0.031978 31611 train 0.035564 31612 train 0.030788 31613 train 0.030329 31614 train 0.031473 31615 train 0.033059 31616 train 0.032811 31617 train 0.030729 31618 train 0.031120 31619 train 0.029503 31620 train 0.032651 31621 train 0.035433 31622 train 0.029341 31623 train 0.032240 31624 train 0.030764 31625 val 18.9363 31625 train 0.033847 31626 train 0.037178 31627 train 0.039462 31628 train 0.030622 31629 train 0.037238 31630 train 0.035161 31631 train 0.032386 31632 train 0.036529 31633 train 0.031412 31634 train 0.033677 31635 train 0.029803 31636 train 0.033031 31637 train 0.030322 31638 train 0.032441 31639 train 0.028045 31640 train 0.030933 31641 train 0.035278 31642 train 0.035096 31643 train 0.030188 31644 train 0.034572 31645 train 0.030449 31646 train 0.030480 31647 train 0.037613 31648 train 0.029958 31649 train 0.034672 31650 val 18.9294 31650 train 0.032643 31651 train 0.036385 31652 train 0.032339 31653 train 0.030451 31654 train 0.030815 31655 train 0.031941 31656 train 0.033952 31657 train 0.032956 31658 train 0.034948 31659 train 0.034379 31660 train 0.033622 31661 train 0.040387 31662 train 0.037171 31663 train 0.033260 31664 train 0.032961 31665 train 0.036405 31666 train 0.034903 31667 train 0.031789 31668 train 0.037105 31669 train 0.032553 31670 train 0.033741 31671 train 0.032060 31672 train 0.036111 31673 train 0.032766 31674 train 0.034071 31675 val 19.0403 31675 train 0.028140 31676 train 0.031582 31677 train 0.031469 31678 train 0.030404 31679 train 0.031315 31680 train 0.035155 31681 train 0.031452 31682 train 0.036458 31683 train 0.031931 31684 train 0.035796 31685 train 0.037671 31686 train 0.036892 31687 train 0.033506 31688 train 0.033433 31689 train 0.036050 31690 train 0.034902 31691 train 0.032340 31692 train 0.036235 31693 train 0.033077 31694 train 0.033808 31695 train 0.031204 31696 train 0.033066 31697 train 0.036815 31698 train 0.035161 31699 train 0.030925 31700 val 18.9996 31700 train 0.030921 31701 train 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train 0.032640 31749 train 0.034126 31750 val 18.9609 31750 train 0.031764 31751 train 0.035563 31752 train 0.033177 31753 train 0.031762 31754 train 0.030366 31755 train 0.030096 31756 train 0.033620 31757 train 0.033206 31758 train 0.032512 31759 train 0.034021 31760 train 0.029028 31761 train 0.032501 31762 train 0.034083 31763 train 0.029090 31764 train 0.033675 31765 train 0.035491 31766 train 0.035166 31767 train 0.037149 31768 train 0.039152 31769 train 0.034132 31770 train 0.034061 31771 train 0.028595 31772 train 0.034835 31773 train 0.027517 31774 train 0.033732 31775 val 18.9300 31775 train 0.030976 31776 train 0.029673 31777 train 0.034521 31778 train 0.031902 31779 train 0.031554 31780 train 0.030166 31781 train 0.031078 31782 train 0.033758 31783 train 0.034140 31784 train 0.034070 31785 train 0.034267 31786 train 0.030445 31787 train 0.030721 31788 train 0.033122 31789 train 0.038675 31790 train 0.030632 31791 train 0.031068 31792 train 0.033664 31793 train 0.029470 31794 train 0.033399 31795 train 0.029721 31796 train 0.032530 31797 train 0.045396 31798 train 0.030703 31799 train 0.029145 31800 val 19.0105 31800 train 0.031137 31801 train 0.035988 31802 train 0.027800 31803 train 0.034601 31804 train 0.033875 31805 train 0.030243 31806 train 0.030165 31807 train 0.031686 31808 train 0.034489 31809 train 0.032857 31810 train 0.035633 31811 train 0.034094 31812 train 0.032332 31813 train 0.033725 31814 train 0.036283 31815 train 0.030363 31816 train 0.031115 31817 train 0.033145 31818 train 0.036383 31819 train 0.032948 31820 train 0.037629 31821 train 0.030796 31822 train 0.030655 31823 train 0.029701 31824 train 0.032148 31825 val 18.9978 31825 train 0.043480 31826 train 0.032148 31827 train 0.032913 31828 train 0.030569 31829 train 0.029551 31830 train 0.032256 31831 train 0.033639 31832 train 0.030406 31833 train 0.055448 31834 train 0.033185 31835 train 0.032123 31836 train 0.031830 31837 train 0.035384 31838 train 0.031961 31839 train 0.037004 31840 train 0.033832 31841 train 0.031839 31842 train 0.032825 31843 train 0.029688 31844 train 0.032875 31845 train 0.036473 31846 train 0.031398 31847 train 0.031323 31848 train 0.031180 31849 train 0.032600 31850 val 18.9051 31850 train 0.034949 31851 train 0.033702 31852 train 0.031357 31853 train 0.032475 31854 train 0.032315 31855 train 0.029385 31856 train 0.032923 31857 train 0.030473 31858 train 0.033289 31859 train 0.030390 31860 train 0.031183 31861 train 0.038038 31862 train 0.030939 31863 train 0.034444 31864 train 0.031790 31865 train 0.031511 31866 train 0.032111 31867 train 0.032946 31868 train 0.032088 31869 train 0.046543 31870 train 0.032673 31871 train 0.033407 31872 train 0.032417 31873 train 0.034317 31874 train 0.032262 31875 val 18.9394 31875 train 0.035848 31876 train 0.035752 31877 train 0.033461 31878 train 0.033613 31879 train 0.033200 31880 train 0.030505 31881 train 0.032659 31882 train 0.031321 31883 train 0.033419 31884 train 0.029431 31885 train 0.031650 31886 train 0.030881 31887 train 0.029848 31888 train 0.029617 31889 train 0.032819 31890 train 0.031870 31891 train 0.032829 31892 train 0.032686 31893 train 0.036739 31894 train 0.033606 31895 train 0.035203 31896 train 0.034206 31897 train 0.033067 31898 train 0.031453 31899 train 0.029884 31900 val 18.9095 31900 train 0.034751 31901 train 0.032427 31902 train 0.028903 31903 train 0.031306 31904 train 0.027933 31905 train 0.039234 31906 train 0.034081 31907 train 0.032399 31908 train 0.032655 31909 train 0.036045 31910 train 0.032417 31911 train 0.038113 31912 train 0.036246 31913 train 0.032731 31914 train 0.034838 31915 train 0.037648 31916 train 0.033956 31917 train 0.034435 31918 train 0.033822 31919 train 0.038634 31920 train 0.030809 31921 train 0.033261 31922 train 0.031194 31923 train 0.031244 31924 train 0.030794 31925 val 18.9220 31925 train 0.035824 31926 train 0.031229 31927 train 0.029980 31928 train 0.035523 31929 train 0.034601 31930 train 0.033419 31931 train 0.032871 31932 train 0.033860 31933 train 0.031992 31934 train 0.032549 31935 train 0.029417 31936 train 0.035170 31937 train 0.035063 31938 train 0.029469 31939 train 0.037066 31940 train 0.033050 31941 train 0.032787 31942 train 0.032445 31943 train 0.032270 31944 train 0.029626 31945 train 0.031729 31946 train 0.027746 31947 train 0.032729 31948 train 0.031739 31949 train 0.033748 31950 val 18.9766 31950 train 0.032461 31951 train 0.038513 31952 train 0.032146 31953 train 0.031871 31954 train 0.032657 31955 train 0.034296 31956 train 0.029531 31957 train 0.032227 31958 train 0.031157 31959 train 0.030141 31960 train 0.027984 31961 train 0.033951 31962 train 0.035867 31963 train 0.035029 31964 train 0.030713 31965 train 0.031031 31966 train 0.029474 31967 train 0.030683 31968 train 0.032354 31969 train 0.031976 31970 train 0.030693 31971 train 0.032887 31972 train 0.030182 31973 train 0.030694 31974 train 0.033016 31975 val 18.9215 31975 train 0.035666 31976 train 0.031653 31977 train 0.031534 31978 train 0.031805 31979 train 0.031044 31980 train 0.030421 31981 train 0.032497 31982 train 0.031033 31983 train 0.033139 31984 train 0.032028 31985 train 0.030634 31986 train 0.031138 31987 train 0.030841 31988 train 0.031632 31989 train 0.034454 31990 train 0.034570 31991 train 0.035803 31992 train 0.033193 31993 train 0.034067 31994 train 0.031438 31995 train 0.034007 31996 train 0.032486 31997 train 0.033670 31998 train 0.034668 31999 train 0.034617 32000 val 18.9841 32000 train 0.029265 32001 train 0.031845 32002 train 0.030190 32003 train 0.031936 32004 train 0.033035 32005 train 0.029973 32006 train 0.031562 32007 train 0.028170 32008 train 0.033581 32009 train 0.029210 32010 train 0.031847 32011 train 0.034291 32012 train 0.034830 32013 train 0.032103 32014 train 0.032647 32015 train 0.031433 32016 train 0.033747 32017 train 0.036920 32018 train 0.030022 32019 train 0.030809 32020 train 0.030480 32021 train 0.031652 32022 train 0.032130 32023 train 0.033596 32024 train 0.035583 32025 val 19.0000 32025 train 0.033240 32026 train 0.030626 32027 train 0.032004 32028 train 0.035411 32029 train 0.036799 32030 train 0.033284 32031 train 0.033180 32032 train 0.034737 32033 train 0.036224 32034 train 0.034674 32035 train 0.031573 32036 train 0.035407 32037 train 0.034954 32038 train 0.031175 32039 train 0.035524 32040 train 0.037614 32041 train 0.034820 32042 train 0.039650 32043 train 0.030011 32044 train 0.037105 32045 train 0.033073 32046 train 0.033911 32047 train 0.032302 32048 train 0.032976 32049 train 0.035098 32050 val 18.9944 32050 train 0.032847 32051 train 0.034208 32052 train 0.033236 32053 train 0.034733 32054 train 0.031793 32055 train 0.035313 32056 train 0.039063 32057 train 0.032670 32058 train 0.034182 32059 train 0.036839 32060 train 0.035379 32061 train 0.033183 32062 train 0.032640 32063 train 0.035376 32064 train 0.040049 32065 train 0.034282 32066 train 0.029448 32067 train 0.033433 32068 train 0.036772 32069 train 0.032599 32070 train 0.033253 32071 train 0.031128 32072 train 0.031521 32073 train 0.035304 32074 train 0.035952 32075 val 18.9293 32075 train 0.038938 32076 train 0.042078 32077 train 0.035131 32078 train 0.036058 32079 train 0.033547 32080 train 0.039879 32081 train 0.031191 32082 train 0.031336 32083 train 0.036660 32084 train 0.030853 32085 train 0.036064 32086 train 0.030349 32087 train 0.028590 32088 train 0.030461 32089 train 0.035326 32090 train 0.030986 32091 train 0.031278 32092 train 0.033025 32093 train 0.031002 32094 train 0.050920 32095 train 0.028823 32096 train 0.036031 32097 train 0.031019 32098 train 0.032862 32099 train 0.036829 32100 val 18.9443 32100 train 0.033779 32101 train 0.033204 32102 train 0.030408 32103 train 0.037688 32104 train 0.038975 32105 train 0.032330 32106 train 0.035333 32107 train 0.033834 32108 train 0.033269 32109 train 0.034881 32110 train 0.031443 32111 train 0.033544 32112 train 0.033931 32113 train 0.032796 32114 train 0.034602 32115 train 0.032678 32116 train 0.034602 32117 train 0.032863 32118 train 0.035961 32119 train 0.042043 32120 train 0.030261 32121 train 0.037725 32122 train 0.033065 32123 train 0.033040 32124 train 0.031394 32125 val 18.9829 32125 train 0.034239 32126 train 0.033050 32127 train 0.029134 32128 train 0.031469 32129 train 0.030155 32130 train 0.035799 32131 train 0.030848 32132 train 0.031880 32133 train 0.034072 32134 train 0.029912 32135 train 0.036125 32136 train 0.033466 32137 train 0.033703 32138 train 0.032038 32139 train 0.038792 32140 train 0.039436 32141 train 0.033476 32142 train 0.032342 32143 train 0.033746 32144 train 0.032256 32145 train 0.031634 32146 train 0.031972 32147 train 0.032549 32148 train 0.034816 32149 train 0.031636 32150 val 18.9645 32150 train 0.033064 32151 train 0.031233 32152 train 0.029497 32153 train 0.032256 32154 train 0.034419 32155 train 0.038611 32156 train 0.034595 32157 train 0.037594 32158 train 0.034568 32159 train 0.034985 32160 train 0.027148 32161 train 0.031963 32162 train 0.033202 32163 train 0.033298 32164 train 0.035523 32165 train 0.031425 32166 train 0.030110 32167 train 0.036504 32168 train 0.032517 32169 train 0.030797 32170 train 0.028315 32171 train 0.031768 32172 train 0.030144 32173 train 0.030132 32174 train 0.031724 32175 val 18.9158 32175 train 0.033025 32176 train 0.032299 32177 train 0.031639 32178 train 0.033962 32179 train 0.037986 32180 train 0.032220 32181 train 0.031505 32182 train 0.032032 32183 train 0.031497 32184 train 0.030149 32185 train 0.030757 32186 train 0.031900 32187 train 0.034679 32188 train 0.030392 32189 train 0.028949 32190 train 0.028613 32191 train 0.030291 32192 train 0.034616 32193 train 0.036355 32194 train 0.030904 32195 train 0.036057 32196 train 0.034845 32197 train 0.032286 32198 train 0.033354 32199 train 0.034851 32200 val 18.9380 32200 train 0.032767 32201 train 0.035898 32202 train 0.032069 32203 train 0.034269 32204 train 0.032956 32205 train 0.029824 32206 train 0.029280 32207 train 0.032154 32208 train 0.028966 32209 train 0.029657 32210 train 0.032079 32211 train 0.031105 32212 train 0.031052 32213 train 0.027954 32214 train 0.028583 32215 train 0.031485 32216 train 0.032191 32217 train 0.033705 32218 train 0.033344 32219 train 0.030083 32220 train 0.033385 32221 train 0.036400 32222 train 0.033429 32223 train 0.031075 32224 train 0.030687 32225 val 18.9903 32225 train 0.031200 32226 train 0.030701 32227 train 0.028441 32228 train 0.031219 32229 train 0.028045 32230 train 0.034532 32231 train 0.032338 32232 train 0.030507 32233 train 0.031173 32234 train 0.029135 32235 train 0.026843 32236 train 0.033272 32237 train 0.031771 32238 train 0.031596 32239 train 0.035012 32240 train 0.032936 32241 train 0.030494 32242 train 0.033161 32243 train 0.032554 32244 train 0.031174 32245 train 0.033313 32246 train 0.033165 32247 train 0.031645 32248 train 0.031616 32249 train 0.029219 32250 val 18.8791 32250 train 0.029028 32251 train 0.030514 32252 train 0.031904 32253 train 0.031960 32254 train 0.033507 32255 train 0.031296 32256 train 0.031409 32257 train 0.034584 32258 train 0.034184 32259 train 0.037377 32260 train 0.036262 32261 train 0.034753 32262 train 0.033574 32263 train 0.029431 32264 train 0.032307 32265 train 0.027832 32266 train 0.034933 32267 train 0.033762 32268 train 0.031257 32269 train 0.033564 32270 train 0.032995 32271 train 0.028450 32272 train 0.033194 32273 train 0.030806 32274 train 0.029810 32275 val 18.9943 32275 train 0.032204 32276 train 0.030567 32277 train 0.031385 32278 train 0.029866 32279 train 0.028991 32280 train 0.035963 32281 train 0.033657 32282 train 0.032638 32283 train 0.032440 32284 train 0.031120 32285 train 0.033384 32286 train 0.030190 32287 train 0.029819 32288 train 0.033695 32289 train 0.031826 32290 train 0.031989 32291 train 0.031848 32292 train 0.032181 32293 train 0.031908 32294 train 0.029974 32295 train 0.034398 32296 train 0.031874 32297 train 0.036712 32298 train 0.032787 32299 train 0.029347 32300 val 19.0306 32300 train 0.029808 32301 train 0.030842 32302 train 0.033809 32303 train 0.029896 32304 train 0.031458 32305 train 0.040179 32306 train 0.036985 32307 train 0.033406 32308 train 0.032850 32309 train 0.035037 32310 train 0.030865 32311 train 0.031078 32312 train 0.031373 32313 train 0.034279 32314 train 0.030158 32315 train 0.027941 32316 train 0.032344 32317 train 0.031053 32318 train 0.032028 32319 train 0.031779 32320 train 0.030826 32321 train 0.034918 32322 train 0.032227 32323 train 0.031451 32324 train 0.033035 32325 val 18.9721 32325 train 0.033962 32326 train 0.036611 32327 train 0.032560 32328 train 0.028909 32329 train 0.032300 32330 train 0.029857 32331 train 0.031720 32332 train 0.032899 32333 train 0.031640 32334 train 0.033992 32335 train 0.033336 32336 train 0.034566 32337 train 0.033394 32338 train 0.033844 32339 train 0.032118 32340 train 0.036285 32341 train 0.035937 32342 train 0.044660 32343 train 0.034431 32344 train 0.036741 32345 train 0.036652 32346 train 0.035681 32347 train 0.033141 32348 train 0.033141 32349 train 0.033644 32350 val 18.9749 32350 train 0.034374 32351 train 0.030577 32352 train 0.031169 32353 train 0.031472 32354 train 0.032242 32355 train 0.030211 32356 train 0.033129 32357 train 0.035260 32358 train 0.030163 32359 train 0.027823 32360 train 0.032099 32361 train 0.032519 32362 train 0.063748 32363 train 0.031098 32364 train 0.029912 32365 train 0.031292 32366 train 0.033728 32367 train 0.033587 32368 train 0.032692 32369 train 0.034837 32370 train 0.032306 32371 train 0.033483 32372 train 0.035703 32373 train 0.030963 32374 train 0.030542 32375 val 19.0139 32375 train 0.030248 32376 train 0.036793 32377 train 0.036641 32378 train 0.038504 32379 train 0.032269 32380 train 0.034543 32381 train 0.031984 32382 train 0.037451 32383 train 0.035729 32384 train 0.031299 32385 train 0.036863 32386 train 0.037167 32387 train 0.030316 32388 train 0.032885 32389 train 0.036143 32390 train 0.032293 32391 train 0.029700 32392 train 0.032920 32393 train 0.031066 32394 train 0.031047 32395 train 0.033973 32396 train 0.030964 32397 train 0.032557 32398 train 0.035160 32399 train 0.030162 32400 val 19.0585 32400 train 0.032307 32401 train 0.030208 32402 train 0.033267 32403 train 0.032559 32404 train 0.034256 32405 train 0.032996 32406 train 0.035481 32407 train 0.032765 32408 train 0.032796 32409 train 0.030221 32410 train 0.030640 32411 train 0.029357 32412 train 0.031483 32413 train 0.030978 32414 train 0.029759 32415 train 0.031077 32416 train 0.030509 32417 train 0.031359 32418 train 0.031697 32419 train 0.034749 32420 train 0.038095 32421 train 0.031991 32422 train 0.034372 32423 train 0.032057 32424 train 0.032393 32425 val 18.9381 32425 train 0.037394 32426 train 0.034945 32427 train 0.032250 32428 train 0.031833 32429 train 0.034188 32430 train 0.032824 32431 train 0.035831 32432 train 0.030705 32433 train 0.032497 32434 train 0.032825 32435 train 0.032986 32436 train 0.029188 32437 train 0.027670 32438 train 0.031922 32439 train 0.031037 32440 train 0.034780 32441 train 0.029208 32442 train 0.031118 32443 train 0.035864 32444 train 0.032159 32445 train 0.028178 32446 train 0.030634 32447 train 0.027654 32448 train 0.034021 32449 train 0.032096 32450 val 18.9355 32450 train 0.024400 32451 train 0.029846 32452 train 0.032121 32453 train 0.031637 32454 train 0.031612 32455 train 0.029793 32456 train 0.035748 32457 train 0.030026 32458 train 0.035979 32459 train 0.031443 32460 train 0.031260 32461 train 0.033344 32462 train 0.032390 32463 train 0.035391 32464 train 0.038835 32465 train 0.032579 32466 train 0.032553 32467 train 0.034421 32468 train 0.032700 32469 train 0.039336 32470 train 0.035412 32471 train 0.036202 32472 train 0.031438 32473 train 0.033104 32474 train 0.034091 32475 val 18.9342 32475 train 0.031825 32476 train 0.033748 32477 train 0.032124 32478 train 0.031669 32479 train 0.031052 32480 train 0.032234 32481 train 0.030200 32482 train 0.032128 32483 train 0.030709 32484 train 0.032267 32485 train 0.030243 32486 train 0.031358 32487 train 0.034311 32488 train 0.035022 32489 train 0.030794 32490 train 0.033014 32491 train 0.033541 32492 train 0.031361 32493 train 0.032023 32494 train 0.031345 32495 train 0.028145 32496 train 0.032079 32497 train 0.032263 32498 train 0.032765 32499 train 0.030228 32500 val 18.9381 32500 train 0.029985 32501 train 0.034574 32502 train 0.033844 32503 train 0.032445 32504 train 0.035261 32505 train 0.044925 32506 train 0.034252 32507 train 0.034037 32508 train 0.036155 32509 train 0.033326 32510 train 0.036445 32511 train 0.033117 32512 train 0.032653 32513 train 0.029915 32514 train 0.027101 32515 train 0.031734 32516 train 0.030774 32517 train 0.034042 32518 train 0.032999 32519 train 0.029117 32520 train 0.031795 32521 train 0.032691 32522 train 0.034734 32523 train 0.032849 32524 train 0.031505 32525 val 18.9482 32525 train 0.031859 32526 train 0.033137 32527 train 0.034381 32528 train 0.031927 32529 train 0.034307 32530 train 0.034420 32531 train 0.030527 32532 train 0.032508 32533 train 0.032498 32534 train 0.035619 32535 train 0.035443 32536 train 0.031233 32537 train 0.035052 32538 train 0.029829 32539 train 0.030053 32540 train 0.037607 32541 train 0.041331 32542 train 0.034326 32543 train 0.037082 32544 train 0.034190 32545 train 0.035516 32546 train 0.033555 32547 train 0.033910 32548 train 0.031534 32549 train 0.032327 32550 val 19.0427 32550 train 0.033269 32551 train 0.035693 32552 train 0.032911 32553 train 0.033358 32554 train 0.035074 32555 train 0.034739 32556 train 0.032251 32557 train 0.030436 32558 train 0.036384 32559 train 0.033251 32560 train 0.029972 32561 train 0.035532 32562 train 0.034250 32563 train 0.035549 32564 train 0.032436 32565 train 0.038980 32566 train 0.035232 32567 train 0.030870 32568 train 0.033981 32569 train 0.031586 32570 train 0.033467 32571 train 0.032173 32572 train 0.033974 32573 train 0.040556 32574 train 0.035759 32575 val 18.9790 32575 train 0.032032 32576 train 0.034462 32577 train 0.055097 32578 train 0.030593 32579 train 0.034727 32580 train 0.031887 32581 train 0.030622 32582 train 0.031682 32583 train 0.033379 32584 train 0.030353 32585 train 0.033863 32586 train 0.033740 32587 train 0.030652 32588 train 0.032897 32589 train 0.037127 32590 train 0.038651 32591 train 0.035306 32592 train 0.028938 32593 train 0.031971 32594 train 0.039062 32595 train 0.031787 32596 train 0.031447 32597 train 0.030907 32598 train 0.034325 32599 train 0.031328 32600 val 18.8430 32600 train 0.034158 32601 train 0.031502 32602 train 0.032828 32603 train 0.031798 32604 train 0.031869 32605 train 0.032112 32606 train 0.033004 32607 train 0.031825 32608 train 0.033389 32609 train 0.034181 32610 train 0.032106 32611 train 0.029623 32612 train 0.037571 32613 train 0.049726 32614 train 0.029170 32615 train 0.029372 32616 train 0.033035 32617 train 0.029508 32618 train 0.033345 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train 0.031333 33399 train 0.028713 33400 val 18.9399 33400 train 0.031731 33401 train 0.034449 33402 train 0.036968 33403 train 0.033005 33404 train 0.031515 33405 train 0.030796 33406 train 0.030865 33407 train 0.031584 33408 train 0.033321 33409 train 0.033192 33410 train 0.033588 33411 train 0.034213 33412 train 0.033692 33413 train 0.029235 33414 train 0.028143 33415 train 0.031083 33416 train 0.029543 33417 train 0.031187 33418 train 0.027424 33419 train 0.028270 33420 train 0.028429 33421 train 0.031779 33422 train 0.033870 33423 train 0.032026 33424 train 0.030585 33425 val 18.9887 33425 train 0.032835 33426 train 0.031642 33427 train 0.029204 33428 train 0.032472 33429 train 0.028989 33430 train 0.033878 33431 train 0.032345 33432 train 0.029077 33433 train 0.028873 33434 train 0.034059 33435 train 0.032183 33436 train 0.030642 33437 train 0.032146 33438 train 0.031384 33439 train 0.029395 33440 train 0.027939 33441 train 0.028504 33442 train 0.032185 33443 train 0.031534 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train 0.030535 37799 train 0.029569 37800 val 19.3158 37800 train 0.030584 37801 train 0.024556 37802 train 0.030575 37803 train 0.030968 37804 train 0.031534 37805 train 0.029098 37806 train 0.026056 37807 train 0.026557 37808 train 0.025952 37809 train 0.027735 37810 train 0.029587 37811 train 0.027715 37812 train 0.028030 37813 train 0.025298 37814 train 0.028892 37815 train 0.028473 37816 train 0.027959 37817 train 0.031815 37818 train 0.031706 37819 train 0.028585 37820 train 0.027878 37821 train 0.030134 37822 train 0.029028 37823 train 0.028850 37824 train 0.030402 37825 val 19.2781 37825 train 0.025893 37826 train 0.026363 37827 train 0.027330 37828 train 0.027652 37829 train 0.032133 37830 train 0.026530 37831 train 0.027887 37832 train 0.028231 37833 train 0.025712 37834 train 0.026053 37835 train 0.027669 37836 train 0.030613 37837 train 0.027300 37838 train 0.032371 37839 train 0.030379 37840 train 0.031572 37841 train 0.030197 37842 train 0.029579 37843 train 0.026803 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train 0.022300 39999 train 0.025708 40000 val 19.3859 40000 train 0.026364 40001 train 0.025389 40002 train 0.028814 40003 train 0.024597 40004 train 0.029761 40005 train 0.028081 40006 train 0.023799 40007 train 0.023795 40008 train 0.024027 40009 train 0.024314 40010 train 0.026361 40011 train 0.025182 40012 train 0.027010 40013 train 0.024075 40014 train 0.023633 40015 train 0.025632 40016 train 0.022834 40017 train 0.032735 40018 train 0.026007 40019 train 0.030174 40020 train 0.025894 40021 train 0.027211 40022 train 0.025197 40023 train 0.029789 40024 train 0.025279 40025 val 19.3897 40025 train 0.021702 40026 train 0.024381 40027 train 0.023110 40028 train 0.029441 40029 train 0.024459 40030 train 0.023628 40031 train 0.022166 40032 train 0.024287 40033 train 0.024153 40034 train 0.021759 40035 train 0.025371 40036 train 0.024231 40037 train 0.024585 40038 train 0.024290 40039 train 0.024681 40040 train 0.025598 40041 train 0.029527 40042 train 0.027935 40043 train 0.026448 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train 0.023294 41099 train 0.023908 41100 val 19.5253 41100 train 0.026133 41101 train 0.023936 41102 train 0.029630 41103 train 0.024381 41104 train 0.022051 41105 train 0.024549 41106 train 0.022897 41107 train 0.026002 41108 train 0.024355 41109 train 0.026547 41110 train 0.023362 41111 train 0.022742 41112 train 0.023007 41113 train 0.024942 41114 train 0.026310 41115 train 0.026033 41116 train 0.025834 41117 train 0.025292 41118 train 0.026252 41119 train 0.025899 41120 train 0.025102 41121 train 0.026941 41122 train 0.023972 41123 train 0.023533 41124 train 0.024778 41125 val 19.3495 41125 train 0.025872 41126 train 0.024550 41127 train 0.024982 41128 train 0.022776 41129 train 0.024814 41130 train 0.023974 41131 train 0.026797 41132 train 0.027123 41133 train 0.030192 41134 train 0.022302 41135 train 0.024979 41136 train 0.026389 41137 train 0.021627 41138 train 0.028400 41139 train 0.026185 41140 train 0.023549 41141 train 0.022054 41142 train 0.024928 41143 train 0.024071 41144 train 0.026230 41145 train 0.025448 41146 train 0.023935 41147 train 0.025189 41148 train 0.024638 41149 train 0.021516 41150 val 19.5741 41150 train 0.024566 41151 train 0.023417 41152 train 0.024653 41153 train 0.024533 41154 train 0.026137 41155 train 0.029569 41156 train 0.024955 41157 train 0.024749 41158 train 0.026692 41159 train 0.025233 41160 train 0.026581 41161 train 0.022619 41162 train 0.024520 41163 train 0.025012 41164 train 0.024234 41165 train 0.027409 41166 train 0.028799 41167 train 0.025334 41168 train 0.023491 41169 train 0.024782 41170 train 0.028224 41171 train 0.024338 41172 train 0.027315 41173 train 0.024283 41174 train 0.025390 41175 val 19.5462 41175 train 0.024706 41176 train 0.026575 41177 train 0.026266 41178 train 0.024690 41179 train 0.023061 41180 train 0.027429 41181 train 0.023428 41182 train 0.022258 41183 train 0.027992 41184 train 0.024761 41185 train 0.022443 41186 train 0.022899 41187 train 0.027675 41188 train 0.020749 41189 train 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train 0.027194 41236 train 0.028466 41237 train 0.027302 41238 train 0.025621 41239 train 0.023595 41240 train 0.026430 41241 train 0.023772 41242 train 0.027874 41243 train 0.024426 41244 train 0.031702 41245 train 0.027227 41246 train 0.024702 41247 train 0.024362 41248 train 0.026771 41249 train 0.023948 41250 val 19.5645 41250 train 0.026786 41251 train 0.024900 41252 train 0.024544 41253 train 0.025330 41254 train 0.026788 41255 train 0.024570 41256 train 0.024998 41257 train 0.026541 41258 train 0.023846 41259 train 0.026314 41260 train 0.022476 41261 train 0.023149 41262 train 0.030079 41263 train 0.025489 41264 train 0.025007 41265 train 0.033612 41266 train 0.024930 41267 train 0.023913 41268 train 0.024883 41269 train 0.023705 41270 train 0.025581 41271 train 0.027000 41272 train 0.029963 41273 train 0.023173 41274 train 0.023982 41275 val 19.5117 41275 train 0.024584 41276 train 0.026557 41277 train 0.024032 41278 train 0.026241 41279 train 0.025665 41280 train 0.022411 41281 train 0.024433 41282 train 0.024292 41283 train 0.025367 41284 train 0.025680 41285 train 0.024508 41286 train 0.024318 41287 train 0.024254 41288 train 0.026903 41289 train 0.024542 41290 train 0.026476 41291 train 0.023307 41292 train 0.025122 41293 train 0.025652 41294 train 0.024702 41295 train 0.027859 41296 train 0.025620 41297 train 0.025921 41298 train 0.022943 41299 train 0.023284 41300 val 19.4062 41300 train 0.026862 41301 train 0.031098 41302 train 0.026092 41303 train 0.024821 41304 train 0.025402 41305 train 0.025905 41306 train 0.025029 41307 train 0.026188 41308 train 0.032023 41309 train 0.025184 41310 train 0.025254 41311 train 0.023916 41312 train 0.024064 41313 train 0.024620 41314 train 0.024461 41315 train 0.024603 41316 train 0.021711 41317 train 0.028179 41318 train 0.024352 41319 train 0.024820 41320 train 0.024367 41321 train 0.022423 41322 train 0.024994 41323 train 0.028176 41324 train 0.025895 41325 val 19.5813 41325 train 0.023312 41326 train 0.024841 41327 train 0.027982 41328 train 0.024319 41329 train 0.022410 41330 train 0.025952 41331 train 0.025172 41332 train 0.028046 41333 train 0.025275 41334 train 0.022131 41335 train 0.022472 41336 train 0.026990 41337 train 0.027924 41338 train 0.024282 41339 train 0.025619 41340 train 0.027761 41341 train 0.026035 41342 train 0.025520 41343 train 0.025947 41344 train 0.029645 41345 train 0.025284 41346 train 0.029428 41347 train 0.023849 41348 train 0.025418 41349 train 0.025831 41350 val 19.5250 41350 train 0.025545 41351 train 0.022836 41352 train 0.022839 41353 train 0.023959 41354 train 0.023301 41355 train 0.023683 41356 train 0.024206 41357 train 0.025488 41358 train 0.024191 41359 train 0.026992 41360 train 0.026257 41361 train 0.022870 41362 train 0.028108 41363 train 0.030513 41364 train 0.023408 41365 train 0.023394 41366 train 0.025436 41367 train 0.022537 41368 train 0.025754 41369 train 0.024212 41370 train 0.023883 41371 train 0.024345 41372 train 0.023970 41373 train 0.024514 41374 train 0.021277 41375 val 19.4814 41375 train 0.025770 41376 train 0.025846 41377 train 0.024825 41378 train 0.026545 41379 train 0.025706 41380 train 0.027704 41381 train 0.028245 41382 train 0.026592 41383 train 0.024522 41384 train 0.025903 41385 train 0.030333 41386 train 0.022988 41387 train 0.026464 41388 train 0.025622 41389 train 0.020887 41390 train 0.023930 41391 train 0.024558 41392 train 0.023057 41393 train 0.024735 41394 train 0.024042 41395 train 0.023396 41396 train 0.029639 41397 train 0.021484 41398 train 0.025486 41399 train 0.030248 41400 val 19.4951 41400 train 0.024203 41401 train 0.022848 41402 train 0.025803 41403 train 0.025526 41404 train 0.026305 41405 train 0.024751 41406 train 0.021537 41407 train 0.024650 41408 train 0.025614 41409 train 0.024424 41410 train 0.021160 41411 train 0.026682 41412 train 0.025440 41413 train 0.026172 41414 train 0.024967 41415 train 0.023719 41416 train 0.026658 41417 train 0.023661 41418 train 0.025462 41419 train 0.025931 41420 train 0.023821 41421 train 0.028516 41422 train 0.026779 41423 train 0.027099 41424 train 0.029134 41425 val 19.4398 41425 train 0.023652 41426 train 0.025441 41427 train 0.022996 41428 train 0.024953 41429 train 0.029821 41430 train 0.026513 41431 train 0.024848 41432 train 0.025507 41433 train 0.024473 41434 train 0.024894 41435 train 0.028243 41436 train 0.025055 41437 train 0.023695 41438 train 0.023602 41439 train 0.022937 41440 train 0.031066 41441 train 0.027251 41442 train 0.023059 41443 train 0.029400 41444 train 0.030302 41445 train 0.024452 41446 train 0.024513 41447 train 0.027073 41448 train 0.025522 41449 train 0.031990 41450 val 19.4263 41450 train 0.023342 41451 train 0.024421 41452 train 0.024003 41453 train 0.025435 41454 train 0.024619 41455 train 0.026442 41456 train 0.025187 41457 train 0.022910 41458 train 0.023383 41459 train 0.020943 41460 train 0.025334 41461 train 0.025492 41462 train 0.023572 41463 train 0.025198 41464 train 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train 0.026749 41511 train 0.026553 41512 train 0.026461 41513 train 0.025107 41514 train 0.024384 41515 train 0.024453 41516 train 0.028857 41517 train 0.026424 41518 train 0.025952 41519 train 0.025724 41520 train 0.024499 41521 train 0.028539 41522 train 0.026901 41523 train 0.024803 41524 train 0.027068 41525 val 19.4270 41525 train 0.028411 41526 train 0.025779 41527 train 0.026638 41528 train 0.025143 41529 train 0.025710 41530 train 0.025386 41531 train 0.024204 41532 train 0.024050 41533 train 0.029054 41534 train 0.023004 41535 train 0.024480 41536 train 0.023399 41537 train 0.027200 41538 train 0.023457 41539 train 0.021633 41540 train 0.023180 41541 train 0.024554 41542 train 0.025917 41543 train 0.030153 41544 train 0.025002 41545 train 0.023454 41546 train 0.024599 41547 train 0.024567 41548 train 0.025139 41549 train 0.024345 41550 val 19.4684 41550 train 0.024430 41551 train 0.026449 41552 train 0.025033 41553 train 0.023816 41554 train 0.025458 41555 train 0.026285 41556 train 0.021840 41557 train 0.026312 41558 train 0.024187 41559 train 0.023667 41560 train 0.024100 41561 train 0.024670 41562 train 0.023525 41563 train 0.023170 41564 train 0.024428 41565 train 0.027177 41566 train 0.025223 41567 train 0.024909 41568 train 0.027193 41569 train 0.027717 41570 train 0.024173 41571 train 0.024454 41572 train 0.023106 41573 train 0.026819 41574 train 0.025642 41575 val 19.4239 41575 train 0.023491 41576 train 0.023511 41577 train 0.026743 41578 train 0.025345 41579 train 0.023153 41580 train 0.023463 41581 train 0.020876 41582 train 0.025249 41583 train 0.024340 41584 train 0.023141 41585 train 0.022989 41586 train 0.024049 41587 train 0.024149 41588 train 0.024126 41589 train 0.026624 41590 train 0.029302 41591 train 0.025712 41592 train 0.025673 41593 train 0.025231 41594 train 0.026745 41595 train 0.024869 41596 train 0.023669 41597 train 0.023742 41598 train 0.025406 41599 train 0.025131 41600 val 19.4928 41600 train 0.025471 41601 train 0.026195 41602 train 0.023678 41603 train 0.024077 41604 train 0.023966 41605 train 0.023778 41606 train 0.024472 41607 train 0.022655 41608 train 0.024237 41609 train 0.028827 41610 train 0.024476 41611 train 0.021494 41612 train 0.024004 41613 train 0.029108 41614 train 0.024924 41615 train 0.023740 41616 train 0.022354 41617 train 0.022753 41618 train 0.024242 41619 train 0.024468 41620 train 0.027911 41621 train 0.025851 41622 train 0.026077 41623 train 0.024347 41624 train 0.022175 41625 val 19.6245 41625 train 0.027284 41626 train 0.024656 41627 train 0.024886 41628 train 0.023357 41629 train 0.027895 41630 train 0.024256 41631 train 0.028655 41632 train 0.024648 41633 train 0.024029 41634 train 0.025072 41635 train 0.026952 41636 train 0.025206 41637 train 0.028409 41638 train 0.025015 41639 train 0.026090 41640 train 0.024691 41641 train 0.022857 41642 train 0.027337 41643 train 0.023420 41644 train 0.023374 41645 train 0.022537 41646 train 0.023384 41647 train 0.024733 41648 train 0.021962 41649 train 0.026476 41650 val 19.6043 41650 train 0.024103 41651 train 0.021362 41652 train 0.025302 41653 train 0.023468 41654 train 0.020770 41655 train 0.024593 41656 train 0.047328 41657 train 0.025160 41658 train 0.036575 41659 train 0.025654 41660 train 0.024442 41661 train 0.025568 41662 train 0.026587 41663 train 0.025182 41664 train 0.024657 41665 train 0.026873 41666 train 0.024871 41667 train 0.025721 41668 train 0.022990 41669 train 0.022644 41670 train 0.024047 41671 train 0.027565 41672 train 0.028631 41673 train 0.026713 41674 train 0.021784 41675 val 19.5317 41675 train 0.034141 41676 train 0.027937 41677 train 0.024013 41678 train 0.028209 41679 train 0.027111 41680 train 0.025050 41681 train 0.030511 41682 train 0.023080 41683 train 0.025318 41684 train 0.026528 41685 train 0.023991 41686 train 0.024186 41687 train 0.022365 41688 train 0.022613 41689 train 0.022329 41690 train 0.026423 41691 train 0.024654 41692 train 0.027815 41693 train 0.025307 41694 train 0.117823 41695 train 0.026875 41696 train 0.028759 41697 train 0.032775 41698 train 0.028300 41699 train 0.027669 41700 val 19.3500 41700 train 0.025273 41701 train 0.027283 41702 train 0.028520 41703 train 0.031167 41704 train 0.025539 41705 train 0.024201 41706 train 0.024742 41707 train 0.024660 41708 train 0.025673 41709 train 0.025020 41710 train 0.023118 41711 train 0.025920 41712 train 0.029882 41713 train 0.029311 41714 train 0.025431 41715 train 0.024974 41716 train 0.028370 41717 train 0.043892 41718 train 0.024415 41719 train 0.022986 41720 train 0.028789 41721 train 0.027055 41722 train 0.030147 41723 train 0.020613 41724 train 0.028812 41725 val 19.3601 41725 train 0.026181 41726 train 0.026507 41727 train 0.026908 41728 train 0.022026 41729 train 0.024809 41730 train 0.028790 41731 train 0.021505 41732 train 0.024427 41733 train 0.030463 41734 train 0.026433 41735 train 0.026888 41736 train 0.025409 41737 train 0.027647 41738 train 0.024861 41739 train 0.022835 41740 train 0.022873 41741 train 0.023891 41742 train 0.023810 41743 train 0.023018 41744 train 0.021590 41745 train 0.024337 41746 train 0.023448 41747 train 0.023870 41748 train 0.035959 41749 train 0.024047 41750 val 19.4772 41750 train 0.020851 41751 train 0.022513 41752 train 0.024171 41753 train 0.024738 41754 train 0.021152 41755 train 0.026557 41756 train 0.025751 41757 train 0.023839 41758 train 0.021093 41759 train 0.021425 41760 train 0.024691 41761 train 0.021769 41762 train 0.022630 41763 train 0.026256 41764 train 0.022196 41765 train 0.019986 41766 train 0.023590 41767 train 0.021928 41768 train 0.021163 41769 train 0.023033 41770 train 0.022203 41771 train 0.020264 41772 train 0.021526 41773 train 0.023561 41774 train 0.022658 41775 val 19.4405 41775 train 0.022975 41776 train 0.023319 41777 train 0.023764 41778 train 0.024392 41779 train 0.023021 41780 train 0.023976 41781 train 0.022180 41782 train 0.024846 41783 train 0.023120 41784 train 0.025281 41785 train 0.023100 41786 train 0.020836 41787 train 0.020538 41788 train 0.025388 41789 train 0.023107 41790 train 0.021563 41791 train 0.023970 41792 train 0.026147 41793 train 0.022464 41794 train 0.020051 41795 train 0.023404 41796 train 0.023610 41797 train 0.023052 41798 train 0.023527 41799 train 0.026055 41800 val 19.4415 41800 train 0.028620 41801 train 0.020899 41802 train 0.021215 41803 train 0.024466 41804 train 0.021455 41805 train 0.023870 41806 train 0.024244 41807 train 0.023495 41808 train 0.022571 41809 train 0.023841 41810 train 0.024453 41811 train 0.024724 41812 train 0.023253 41813 train 0.021088 41814 train 0.025447 41815 train 0.025256 41816 train 0.026262 41817 train 0.022470 41818 train 0.025519 41819 train 0.023285 41820 train 0.023556 41821 train 0.030622 41822 train 0.022104 41823 train 0.024201 41824 train 0.024842 41825 val 19.4364 41825 train 0.024047 41826 train 0.029201 41827 train 0.025960 41828 train 0.021251 41829 train 0.025120 41830 train 0.024399 41831 train 0.026509 41832 train 0.024814 41833 train 0.023612 41834 train 0.024588 41835 train 0.023466 41836 train 0.021608 41837 train 0.022798 41838 train 0.021445 41839 train 0.024455 41840 train 0.026183 41841 train 0.028902 41842 train 0.026582 41843 train 0.025594 41844 train 0.024396 41845 train 0.024816 41846 train 0.027435 41847 train 0.026228 41848 train 0.023549 41849 train 0.025260 41850 val 19.5313 41850 train 0.023114 41851 train 0.025094 41852 train 0.027056 41853 train 0.022265 41854 train 0.024176 41855 train 0.023352 41856 train 0.022133 41857 train 0.025096 41858 train 0.024124 41859 train 0.024366 41860 train 0.027316 41861 train 0.026806 41862 train 0.029443 41863 train 0.025363 41864 train 0.026009 41865 train 0.027254 41866 train 0.030158 41867 train 0.023308 41868 train 0.024470 41869 train 0.023160 41870 train 0.025573 41871 train 0.025502 41872 train 0.026827 41873 train 0.024123 41874 train 0.022182 41875 val 19.4094 41875 train 0.023941 41876 train 0.024706 41877 train 0.024574 41878 train 0.022092 41879 train 0.026919 41880 train 0.027134 41881 train 0.026597 41882 train 0.027024 41883 train 0.027116 41884 train 0.024433 41885 train 0.027314 41886 train 0.026503 41887 train 0.025532 41888 train 0.028771 41889 train 0.022685 41890 train 0.024147 41891 train 0.023386 41892 train 0.022637 41893 train 0.025627 41894 train 0.022205 41895 train 0.022882 41896 train 0.024091 41897 train 0.033718 41898 train 0.024472 41899 train 0.024348 41900 val 19.4534 41900 train 0.024904 41901 train 0.025446 41902 train 0.027352 41903 train 0.023141 41904 train 0.024225 41905 train 0.023154 41906 train 0.026251 41907 train 0.025438 41908 train 0.024909 41909 train 0.027465 41910 train 0.025619 41911 train 0.024978 41912 train 0.024028 41913 train 0.022165 41914 train 0.022061 41915 train 0.028227 41916 train 0.021597 41917 train 0.023534 41918 train 0.026123 41919 train 0.024755 41920 train 0.024599 41921 train 0.026652 41922 train 0.025594 41923 train 0.025233 41924 train 0.026442 41925 val 19.5138 41925 train 0.023821 41926 train 0.025222 41927 train 0.024573 41928 train 0.020910 41929 train 0.025277 41930 train 0.024692 41931 train 0.020872 41932 train 0.023840 41933 train 0.027497 41934 train 0.023782 41935 train 0.025979 41936 train 0.024504 41937 train 0.024879 41938 train 0.021940 41939 train 0.025307 41940 train 0.023641 41941 train 0.027300 41942 train 0.026369 41943 train 0.028418 41944 train 0.025253 41945 train 0.025551 41946 train 0.024571 41947 train 0.024417 41948 train 0.023365 41949 train 0.023213 41950 val 19.4632 41950 train 0.022938 41951 train 0.024980 41952 train 0.020849 41953 train 0.023535 41954 train 0.022988 41955 train 0.021981 41956 train 0.024066 41957 train 0.023761 41958 train 0.024211 41959 train 0.021891 41960 train 0.026146 41961 train 0.024776 41962 train 0.025409 41963 train 0.023024 41964 train 0.023602 41965 train 0.026447 41966 train 0.025183 41967 train 0.025151 41968 train 0.024673 41969 train 0.024470 41970 train 0.023112 41971 train 0.023925 41972 train 0.023761 41973 train 0.024513 41974 train 0.024017 41975 val 19.5666 41975 train 0.024314 41976 train 0.021827 41977 train 0.025013 41978 train 0.023444 41979 train 0.023836 41980 train 0.023230 41981 train 0.028536 41982 train 0.029329 41983 train 0.022861 41984 train 0.025832 41985 train 0.033408 41986 train 0.027790 41987 train 0.022099 41988 train 0.024209 41989 train 0.022659 41990 train 0.023610 41991 train 0.021741 41992 train 0.027734 41993 train 0.027051 41994 train 0.022019 41995 train 0.023751 41996 train 0.021848 41997 train 0.025327 41998 train 0.024803 41999 train 0.025048 42000 val 19.5557 42000 train 0.023382 42001 train 0.023113 42002 train 0.027531 42003 train 0.024920 42004 train 0.026804 42005 train 0.026959 42006 train 0.021541 42007 train 0.024866 42008 train 0.023390 42009 train 0.025334 42010 train 0.023472 42011 train 0.025094 42012 train 0.024704 42013 train 0.023822 42014 train 0.022186 42015 train 0.022932 42016 train 0.024620 42017 train 0.026095 42018 train 0.025792 42019 train 0.021265 42020 train 0.022740 42021 train 0.026769 42022 train 0.026481 42023 train 0.022876 42024 train 0.038794 42025 val 19.5214 42025 train 0.026070 42026 train 0.026244 42027 train 0.025009 42028 train 0.027734 42029 train 0.024554 42030 train 0.022320 42031 train 0.023263 42032 train 0.022162 42033 train 0.022135 42034 train 0.025493 42035 train 0.025375 42036 train 0.019788 42037 train 0.025930 42038 train 0.023052 42039 train 0.024925 42040 train 0.023998 42041 train 0.022946 42042 train 0.021756 42043 train 0.026701 42044 train 0.025013 42045 train 0.024422 42046 train 0.023055 42047 train 0.022871 42048 train 0.026632 42049 train 0.024808 42050 val 19.4806 42050 train 0.022616 42051 train 0.024585 42052 train 0.026281 42053 train 0.026300 42054 train 0.024456 42055 train 0.022456 42056 train 0.021241 42057 train 0.023388 42058 train 0.022592 42059 train 0.021032 42060 train 0.026046 42061 train 0.024656 42062 train 0.022511 42063 train 0.028243 42064 train 0.026055 42065 train 0.024937 42066 train 0.025803 42067 train 0.027036 42068 train 0.026108 42069 train 0.025606 42070 train 0.024858 42071 train 0.022447 42072 train 0.021640 42073 train 0.028625 42074 train 0.026312 42075 val 19.5139 42075 train 0.025483 42076 train 0.024952 42077 train 0.024984 42078 train 0.024894 42079 train 0.022852 42080 train 0.025241 42081 train 0.022724 42082 train 0.023473 42083 train 0.023389 42084 train 0.027777 42085 train 0.025786 42086 train 0.023543 42087 train 0.024194 42088 train 0.024280 42089 train 0.024168 42090 train 0.022689 42091 train 0.021731 42092 train 0.023921 42093 train 0.031598 42094 train 0.021534 42095 train 0.022135 42096 train 0.024034 42097 train 0.026693 42098 train 0.022622 42099 train 0.024086 42100 val 19.5137 42100 train 0.023754 42101 train 0.025904 42102 train 0.023043 42103 train 0.028179 42104 train 0.024897 42105 train 0.025048 42106 train 0.028040 42107 train 0.027091 42108 train 0.024719 42109 train 0.029754 42110 train 0.024233 42111 train 0.022168 42112 train 0.027219 42113 train 0.025488 42114 train 0.026329 42115 train 0.023574 42116 train 0.024125 42117 train 0.024741 42118 train 0.026779 42119 train 0.021199 42120 train 0.024800 42121 train 0.024243 42122 train 0.025303 42123 train 0.025370 42124 train 0.023133 42125 val 19.5589 42125 train 0.024569 42126 train 0.025223 42127 train 0.026286 42128 train 0.023266 42129 train 0.030377 42130 train 0.021915 42131 train 0.023011 42132 train 0.026903 42133 train 0.024367 42134 train 0.025503 42135 train 0.025133 42136 train 0.023860 42137 train 0.025328 42138 train 0.026607 42139 train 0.024898 42140 train 0.026373 42141 train 0.021741 42142 train 0.024062 42143 train 0.023902 42144 train 0.024724 42145 train 0.024411 42146 train 0.022272 42147 train 0.026065 42148 train 0.028945 42149 train 0.025140 42150 val 19.5607 42150 train 0.030147 42151 train 0.022764 42152 train 0.022474 42153 train 0.027166 42154 train 0.025355 42155 train 0.022159 42156 train 0.029758 42157 train 0.026038 42158 train 0.025522 42159 train 0.025285 42160 train 0.023652 42161 train 0.022072 42162 train 0.024033 42163 train 0.026713 42164 train 0.023462 42165 train 0.023937 42166 train 0.022991 42167 train 0.024489 42168 train 0.027939 42169 train 0.026865 42170 train 0.024433 42171 train 0.028963 42172 train 0.027029 42173 train 0.024231 42174 train 0.026471 42175 val 19.4790 42175 train 0.023341 42176 train 0.023147 42177 train 0.025988 42178 train 0.022218 42179 train 0.023771 42180 train 0.023211 42181 train 0.024187 42182 train 0.022589 42183 train 0.023379 42184 train 0.025940 42185 train 0.023466 42186 train 0.021940 42187 train 0.024556 42188 train 0.023582 42189 train 0.026585 42190 train 0.024875 42191 train 0.022307 42192 train 0.026297 42193 train 0.026230 42194 train 0.022975 42195 train 0.026736 42196 train 0.024532 42197 train 0.024722 42198 train 0.028479 42199 train 0.030672 42200 val 19.4856 42200 train 0.021159 42201 train 0.024491 42202 train 0.022754 42203 train 0.026190 42204 train 0.021490 42205 train 0.022958 42206 train 0.024232 42207 train 0.029709 42208 train 0.025180 42209 train 0.027104 42210 train 0.023588 42211 train 0.022191 42212 train 0.026866 42213 train 0.027385 42214 train 0.025530 42215 train 0.022891 42216 train 0.023083 42217 train 0.025411 42218 train 0.025252 42219 train 0.025334 42220 train 0.021562 42221 train 0.025310 42222 train 0.022398 42223 train 0.023892 42224 train 0.024742 42225 val 19.5489 42225 train 0.026561 42226 train 0.022351 42227 train 0.022047 42228 train 0.025393 42229 train 0.023059 42230 train 0.022717 42231 train 0.025654 42232 train 0.021730 42233 train 0.022763 42234 train 0.024320 42235 train 0.026069 42236 train 0.022482 42237 train 0.021503 42238 train 0.022232 42239 train 0.024944 42240 train 0.022522 42241 train 0.022677 42242 train 0.021385 42243 train 0.022996 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0.022146 42427 train 0.024346 42428 train 0.030531 42429 train 0.023448 42430 train 0.027530 42431 train 0.021983 42432 train 0.024980 42433 train 0.023725 42434 train 0.022090 42435 train 0.025174 42436 train 0.022991 42437 train 0.020473 42438 train 0.023553 42439 train 0.023079 42440 train 0.027661 42441 train 0.027870 42442 train 0.022042 42443 train 0.024991 42444 train 0.024385 42445 train 0.023377 42446 train 0.028164 42447 train 0.023160 42448 train 0.024454 42449 train 0.025923 42450 val 19.5509 42450 train 0.022918 42451 train 0.022537 42452 train 0.024659 42453 train 0.021873 42454 train 0.023027 42455 train 0.022797 42456 train 0.024954 42457 train 0.027018 42458 train 0.027063 42459 train 0.021888 42460 train 0.022433 42461 train 0.022553 42462 train 0.024706 42463 train 0.025669 42464 train 0.025971 42465 train 0.024113 42466 train 0.025584 42467 train 0.023635 42468 train 0.024483 42469 train 0.022493 42470 train 0.021201 42471 train 0.024333 42472 train 0.025668 42473 train 0.023004 42474 train 0.023832 42475 val 19.5988 42475 train 0.024518 42476 train 0.020540 42477 train 0.025675 42478 train 0.022290 42479 train 0.020177 42480 train 0.021781 42481 train 0.023258 42482 train 0.024884 42483 train 0.024272 42484 train 0.025504 42485 train 0.026349 42486 train 0.025108 42487 train 0.024200 42488 train 0.022644 42489 train 0.025837 42490 train 0.022704 42491 train 0.024903 42492 train 0.023352 42493 train 0.024773 42494 train 0.026528 42495 train 0.019541 42496 train 0.021451 42497 train 0.022041 42498 train 0.021697 42499 train 0.022383 42500 val 19.6037 42500 train 0.025493 42501 train 0.022922 42502 train 0.024532 42503 train 0.024862 42504 train 0.032330 42505 train 0.022851 42506 train 0.024631 42507 train 0.022453 42508 train 0.024698 42509 train 0.023455 42510 train 0.024255 42511 train 0.026304 42512 train 0.023948 42513 train 0.025772 42514 train 0.022101 42515 train 0.023250 42516 train 0.022034 42517 train 0.021249 42518 train 0.024765 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train 0.022240 42611 train 0.023556 42612 train 0.023919 42613 train 0.021909 42614 train 0.026276 42615 train 0.024082 42616 train 0.022521 42617 train 0.022929 42618 train 0.023361 42619 train 0.022329 42620 train 0.023394 42621 train 0.025638 42622 train 0.026164 42623 train 0.023036 42624 train 0.024643 42625 val 19.5151 42625 train 0.024321 42626 train 0.027963 42627 train 0.026871 42628 train 0.030631 42629 train 0.022256 42630 train 0.022387 42631 train 0.031351 42632 train 0.025428 42633 train 0.022051 42634 train 0.025576 42635 train 0.025727 42636 train 0.023196 42637 train 0.024573 42638 train 0.023558 42639 train 0.024814 42640 train 0.020886 42641 train 0.024736 42642 train 0.023164 42643 train 0.023261 42644 train 0.027668 42645 train 0.025077 42646 train 0.022414 42647 train 0.028006 42648 train 0.025542 42649 train 0.026471 42650 val 19.5309 42650 train 0.024022 42651 train 0.023002 42652 train 0.021620 42653 train 0.022255 42654 train 0.021204 42655 train 0.022794 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train 0.027549 42749 train 0.027310 42750 val 19.5467 42750 train 0.027741 42751 train 0.028948 42752 train 0.022136 42753 train 0.023641 42754 train 0.024532 42755 train 0.024744 42756 train 0.022483 42757 train 0.024094 42758 train 0.023553 42759 train 0.023725 42760 train 0.023492 42761 train 0.027279 42762 train 0.022323 42763 train 0.020233 42764 train 0.024674 42765 train 0.025059 42766 train 0.022156 42767 train 0.023267 42768 train 0.022236 42769 train 0.025426 42770 train 0.025072 42771 train 0.043273 42772 train 0.022514 42773 train 0.023288 42774 train 0.027671 42775 val 19.5946 42775 train 0.022721 42776 train 0.022146 42777 train 0.028943 42778 train 0.034449 42779 train 0.023109 42780 train 0.023949 42781 train 0.022817 42782 train 0.023034 42783 train 0.023935 42784 train 0.024619 42785 train 0.027649 42786 train 0.025035 42787 train 0.026556 42788 train 0.023136 42789 train 0.023484 42790 train 0.022904 42791 train 0.025570 42792 train 0.026494 42793 train 0.024727 42794 train 0.024697 42795 train 0.023697 42796 train 0.022879 42797 train 0.022124 42798 train 0.020240 42799 train 0.020952 42800 val 19.5736 42800 train 0.023195 42801 train 0.026347 42802 train 0.023930 42803 train 0.019783 42804 train 0.025957 42805 train 0.024198 42806 train 0.023616 42807 train 0.026605 42808 train 0.022747 42809 train 0.023980 42810 train 0.022287 42811 train 0.026001 42812 train 0.023363 42813 train 0.030745 42814 train 0.024696 42815 train 0.023156 42816 train 0.023589 42817 train 0.022619 42818 train 0.024970 42819 train 0.024709 42820 train 0.026280 42821 train 0.024194 42822 train 0.025450 42823 train 0.023583 42824 train 0.020321 42825 val 19.5831 42825 train 0.019740 42826 train 0.021474 42827 train 0.023801 42828 train 0.025372 42829 train 0.022363 42830 train 0.023219 42831 train 0.022645 42832 train 0.023463 42833 train 0.024186 42834 train 0.025447 42835 train 0.022581 42836 train 0.022362 42837 train 0.022505 42838 train 0.024695 42839 train 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train 0.040285 42886 train 0.021611 42887 train 0.024798 42888 train 0.024752 42889 train 0.022340 42890 train 0.023265 42891 train 0.022168 42892 train 0.022303 42893 train 0.026802 42894 train 0.025659 42895 train 0.025637 42896 train 0.024023 42897 train 0.021135 42898 train 0.025808 42899 train 0.022699 42900 val 19.6009 42900 train 0.022487 42901 train 0.021874 42902 train 0.025069 42903 train 0.025787 42904 train 0.023191 42905 train 0.026303 42906 train 0.024028 42907 train 0.022118 42908 train 0.022380 42909 train 0.020354 42910 train 0.023643 42911 train 0.021895 42912 train 0.022646 42913 train 0.023978 42914 train 0.022746 42915 train 0.024330 42916 train 0.022986 42917 train 0.025885 42918 train 0.023918 42919 train 0.026720 42920 train 0.024473 42921 train 0.026320 42922 train 0.023598 42923 train 0.026193 42924 train 0.024532 42925 val 19.5571 42925 train 0.025168 42926 train 0.021889 42927 train 0.026941 42928 train 0.025084 42929 train 0.023831 42930 train 0.022765 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train 0.024643 43024 train 0.025834 43025 val 19.4448 43025 train 0.022172 43026 train 0.023432 43027 train 0.026249 43028 train 0.021915 43029 train 0.027839 43030 train 0.025138 43031 train 0.023028 43032 train 0.020400 43033 train 0.023038 43034 train 0.026156 43035 train 0.024339 43036 train 0.022546 43037 train 0.023329 43038 train 0.028603 43039 train 0.022355 43040 train 0.023296 43041 train 0.022642 43042 train 0.021168 43043 train 0.027307 43044 train 0.024258 43045 train 0.020982 43046 train 0.022631 43047 train 0.022729 43048 train 0.022178 43049 train 0.024162 43050 val 19.5463 43050 train 0.024119 43051 train 0.022533 43052 train 0.022488 43053 train 0.022488 43054 train 0.021730 43055 train 0.024123 43056 train 0.022602 43057 train 0.023574 43058 train 0.026043 43059 train 0.023411 43060 train 0.027314 43061 train 0.022664 43062 train 0.022087 43063 train 0.024972 43064 train 0.024520 43065 train 0.022649 43066 train 0.024391 43067 train 0.024164 43068 train 0.021508 43069 train 0.021803 43070 train 0.026957 43071 train 0.021007 43072 train 0.021003 43073 train 0.023707 43074 train 0.024479 43075 val 19.5098 43075 train 0.020885 43076 train 0.023716 43077 train 0.023106 43078 train 0.021102 43079 train 0.028846 43080 train 0.021954 43081 train 0.024558 43082 train 0.021011 43083 train 0.023549 43084 train 0.025443 43085 train 0.024859 43086 train 0.026391 43087 train 0.024981 43088 train 0.024636 43089 train 0.024124 43090 train 0.022126 43091 train 0.023713 43092 train 0.024450 43093 train 0.023343 43094 train 0.024672 43095 train 0.024264 43096 train 0.025413 43097 train 0.024229 43098 train 0.018557 43099 train 0.024649 43100 val 19.5157 43100 train 0.022355 43101 train 0.021752 43102 train 0.024653 43103 train 0.026677 43104 train 0.023832 43105 train 0.024474 43106 train 0.028838 43107 train 0.020019 43108 train 0.022787 43109 train 0.022518 43110 train 0.022494 43111 train 0.023331 43112 train 0.022960 43113 train 0.020991 43114 train 0.024993 43115 train 0.025877 43116 train 0.022849 43117 train 0.022161 43118 train 0.022141 43119 train 0.023803 43120 train 0.023664 43121 train 0.024105 43122 train 0.027286 43123 train 0.021757 43124 train 0.025627 43125 val 19.5535 43125 train 0.035367 43126 train 0.022502 43127 train 0.025726 43128 train 0.024382 43129 train 0.024244 43130 train 0.022006 43131 train 0.025495 43132 train 0.024086 43133 train 0.023710 43134 train 0.020572 43135 train 0.025379 43136 train 0.025893 43137 train 0.023063 43138 train 0.025217 43139 train 0.025070 43140 train 0.024086 43141 train 0.023610 43142 train 0.025079 43143 train 0.022557 43144 train 0.021478 43145 train 0.025374 43146 train 0.019571 43147 train 0.031197 43148 train 0.022939 43149 train 0.020625 43150 val 19.5774 43150 train 0.022682 43151 train 0.024756 43152 train 0.020075 43153 train 0.022333 43154 train 0.022040 43155 train 0.023959 43156 train 0.022817 43157 train 0.024585 43158 train 0.026920 43159 train 0.022705 43160 train 0.029214 43161 train 0.024613 43162 train 0.022118 43163 train 0.023882 43164 train 0.025348 43165 train 0.024186 43166 train 0.021191 43167 train 0.025003 43168 train 0.025233 43169 train 0.024782 43170 train 0.022058 43171 train 0.021378 43172 train 0.022382 43173 train 0.023827 43174 train 0.024263 43175 val 19.4946 43175 train 0.024132 43176 train 0.023570 43177 train 0.021488 43178 train 0.023383 43179 train 0.021212 43180 train 0.024026 43181 train 0.021281 43182 train 0.022630 43183 train 0.027913 43184 train 0.022432 43185 train 0.024828 43186 train 0.026598 43187 train 0.024116 43188 train 0.023589 43189 train 0.021500 43190 train 0.023814 43191 train 0.022820 43192 train 0.026761 43193 train 0.024324 43194 train 0.022397 43195 train 0.026058 43196 train 0.024982 43197 train 0.020872 43198 train 0.022527 43199 train 0.025693 43200 val 19.5316 43200 train 0.022709 43201 train 0.022134 43202 train 0.021625 43203 train 0.023829 43204 train 0.023130 43205 train 0.026004 43206 train 0.021577 43207 train 0.025436 43208 train 0.021827 43209 train 0.022586 43210 train 0.022408 43211 train 0.028734 43212 train 0.025338 43213 train 0.023734 43214 train 0.027796 43215 train 0.023460 43216 train 0.024074 43217 train 0.024976 43218 train 0.023145 43219 train 0.023385 43220 train 0.022247 43221 train 0.023976 43222 train 0.022894 43223 train 0.022992 43224 train 0.022895 43225 val 19.5643 43225 train 0.024988 43226 train 0.024592 43227 train 0.022241 43228 train 0.040576 43229 train 0.021130 43230 train 0.022684 43231 train 0.025436 43232 train 0.022953 43233 train 0.022388 43234 train 0.022537 43235 train 0.030035 43236 train 0.023793 43237 train 0.020985 43238 train 0.022321 43239 train 0.020596 43240 train 0.022803 43241 train 0.023929 43242 train 0.021711 43243 train 0.026572 43244 train 0.021182 43245 train 0.021160 43246 train 0.022406 43247 train 0.022296 43248 train 0.024108 43249 train 0.023485 43250 val 19.5384 43250 train 0.025193 43251 train 0.025832 43252 train 0.026332 43253 train 0.025951 43254 train 0.024698 43255 train 0.022981 43256 train 0.022813 43257 train 0.024656 43258 train 0.026697 43259 train 0.024201 43260 train 0.025824 43261 train 0.024180 43262 train 0.022088 43263 train 0.022210 43264 train 0.025896 43265 train 0.020491 43266 train 0.023168 43267 train 0.024732 43268 train 0.023534 43269 train 0.019856 43270 train 0.024309 43271 train 0.025187 43272 train 0.027134 43273 train 0.020699 43274 train 0.019773 43275 val 19.4887 43275 train 0.020165 43276 train 0.022902 43277 train 0.023158 43278 train 0.024115 43279 train 0.026685 43280 train 0.022978 43281 train 0.022584 43282 train 0.020420 43283 train 0.022114 43284 train 0.022783 43285 train 0.024735 43286 train 0.021056 43287 train 0.022882 43288 train 0.024005 43289 train 0.023137 43290 train 0.024521 43291 train 0.023662 43292 train 0.024025 43293 train 0.027194 43294 train 0.024348 43295 train 0.025258 43296 train 0.023484 43297 train 0.025686 43298 train 0.021448 43299 train 0.023352 43300 val 19.5967 43300 train 0.020188 43301 train 0.025148 43302 train 0.024953 43303 train 0.023534 43304 train 0.023896 43305 train 0.020112 43306 train 0.021455 43307 train 0.022044 43308 train 0.024444 43309 train 0.023278 43310 train 0.020247 43311 train 0.020333 43312 train 0.022230 43313 train 0.022055 43314 train 0.023934 43315 train 0.025642 43316 train 0.022107 43317 train 0.025491 43318 train 0.022287 43319 train 0.026118 43320 train 0.025086 43321 train 0.025432 43322 train 0.022614 43323 train 0.024061 43324 train 0.024992 43325 val 19.5895 43325 train 0.023186 43326 train 0.018000 43327 train 0.020864 43328 train 0.024819 43329 train 0.026272 43330 train 0.021875 43331 train 0.021489 43332 train 0.027235 43333 train 0.022037 43334 train 0.026212 43335 train 0.024961 43336 train 0.019002 43337 train 0.024224 43338 train 0.025290 43339 train 0.023553 43340 train 0.023823 43341 train 0.023128 43342 train 0.024147 43343 train 0.025005 43344 train 0.024048 43345 train 0.032473 43346 train 0.023961 43347 train 0.022630 43348 train 0.024125 43349 train 0.026776 43350 val 19.5653 43350 train 0.028932 43351 train 0.024169 43352 train 0.027096 43353 train 0.025773 43354 train 0.024566 43355 train 0.022821 43356 train 0.022547 43357 train 0.024946 43358 train 0.023506 43359 train 0.032197 43360 train 0.023774 43361 train 0.020547 43362 train 0.022196 43363 train 0.021470 43364 train 0.024214 43365 train 0.020907 43366 train 0.023040 43367 train 0.021292 43368 train 0.022108 43369 train 0.025004 43370 train 0.021845 43371 train 0.019636 43372 train 0.022435 43373 train 0.024674 43374 train 0.022895 43375 val 19.6295 43375 train 0.021391 43376 train 0.024733 43377 train 0.024004 43378 train 0.024666 43379 train 0.023905 43380 train 0.025263 43381 train 0.070645 43382 train 0.025291 43383 train 0.020822 43384 train 0.024851 43385 train 0.028314 43386 train 0.028822 43387 train 0.024416 43388 train 0.026889 43389 train 0.025156 43390 train 0.021053 43391 train 0.025591 43392 train 0.026772 43393 train 0.026315 43394 train 0.023717 43395 train 0.030582 43396 train 0.024210 43397 train 0.022744 43398 train 0.024808 43399 train 0.019990 43400 val 19.5247 43400 train 0.024917 43401 train 0.023126 43402 train 0.024821 43403 train 0.021768 43404 train 0.022806 43405 train 0.023876 43406 train 0.021843 43407 train 0.022012 43408 train 0.021691 43409 train 0.023977 43410 train 0.022906 43411 train 0.021779 43412 train 0.025170 43413 train 0.021243 43414 train 0.021217 43415 train 0.022626 43416 train 0.024125 43417 train 0.026707 43418 train 0.021361 43419 train 0.022482 43420 train 0.024049 43421 train 0.024517 43422 train 0.026708 43423 train 0.021669 43424 train 0.023317 43425 val 19.5331 43425 train 0.025548 43426 train 0.022865 43427 train 0.023325 43428 train 0.023970 43429 train 0.023602 43430 train 0.024112 43431 train 0.024186 43432 train 0.022381 43433 train 0.020938 43434 train 0.024299 43435 train 0.021832 43436 train 0.024939 43437 train 0.018693 43438 train 0.021826 43439 train 0.022322 43440 train 0.021624 43441 train 0.025406 43442 train 0.021495 43443 train 0.022809 43444 train 0.022310 43445 train 0.020635 43446 train 0.023137 43447 train 0.024383 43448 train 0.024478 43449 train 0.020141 43450 val 19.5987 43450 train 0.021641 43451 train 0.020643 43452 train 0.021626 43453 train 0.022578 43454 train 0.023922 43455 train 0.024872 43456 train 0.023583 43457 train 0.023616 43458 train 0.027468 43459 train 0.023795 43460 train 0.020478 43461 train 0.023182 43462 train 0.020097 43463 train 0.023327 43464 train 0.023775 43465 train 0.022082 43466 train 0.021189 43467 train 0.025352 43468 train 0.021313 43469 train 0.021756 43470 train 0.023648 43471 train 0.021116 43472 train 0.019149 43473 train 0.022213 43474 train 0.023081 43475 val 19.6402 43475 train 0.021502 43476 train 0.023450 43477 train 0.026274 43478 train 0.024176 43479 train 0.021955 43480 train 0.026986 43481 train 0.023909 43482 train 0.025025 43483 train 0.022190 43484 train 0.024966 43485 train 0.023351 43486 train 0.023781 43487 train 0.020659 43488 train 0.024226 43489 train 0.022682 43490 train 0.021417 43491 train 0.020944 43492 train 0.021952 43493 train 0.023489 43494 train 0.025406 43495 train 0.024171 43496 train 0.023495 43497 train 0.024690 43498 train 0.025095 43499 train 0.026272 43500 val 19.5459 43500 train 0.021939 43501 train 0.021625 43502 train 0.026417 43503 train 0.024251 43504 train 0.022779 43505 train 0.024154 43506 train 0.024035 43507 train 0.021436 43508 train 0.020080 43509 train 0.022704 43510 train 0.024134 43511 train 0.020871 43512 train 0.023353 43513 train 0.024433 43514 train 0.027680 43515 train 0.023235 43516 train 0.026578 43517 train 0.025231 43518 train 0.022268 43519 train 0.023987 43520 train 0.023107 43521 train 0.025518 43522 train 0.029877 43523 train 0.023159 43524 train 0.022685 43525 val 19.5658 43525 train 0.025354 43526 train 0.021690 43527 train 0.024740 43528 train 0.026103 43529 train 0.020637 43530 train 0.023793 43531 train 0.021776 43532 train 0.020659 43533 train 0.028774 43534 train 0.023178 43535 train 0.029382 43536 train 0.023336 43537 train 0.024356 43538 train 0.031109 43539 train 0.026754 43540 train 0.023562 43541 train 0.025113 43542 train 0.023426 43543 train 0.022018 43544 train 0.019492 43545 train 0.023136 43546 train 0.022398 43547 train 0.020954 43548 train 0.022080 43549 train 0.023241 43550 val 19.6425 43550 train 0.024437 43551 train 0.023866 43552 train 0.027653 43553 train 0.023246 43554 train 0.022314 43555 train 0.023945 43556 train 0.024188 43557 train 0.022931 43558 train 0.026414 43559 train 0.024784 43560 train 0.023444 43561 train 0.028077 43562 train 0.024180 43563 train 0.023730 43564 train 0.024091 43565 train 0.019680 43566 train 0.020862 43567 train 0.024536 43568 train 0.020290 43569 train 0.026157 43570 train 0.020489 43571 train 0.022750 43572 train 0.023865 43573 train 0.022055 43574 train 0.026872 43575 val 19.5595 43575 train 0.025300 43576 train 0.022510 43577 train 0.023063 43578 train 0.024212 43579 train 0.022726 43580 train 0.023169 43581 train 0.024789 43582 train 0.024246 43583 train 0.019945 43584 train 0.021480 43585 train 0.025212 43586 train 0.025055 43587 train 0.021241 43588 train 0.023426 43589 train 0.021351 43590 train 0.023294 43591 train 0.022728 43592 train 0.027586 43593 train 0.021014 43594 train 0.024044 43595 train 0.021530 43596 train 0.022017 43597 train 0.020589 43598 train 0.022767 43599 train 0.022177 43600 val 19.6000 43600 train 0.025718 43601 train 0.022389 43602 train 0.022034 43603 train 0.024589 43604 train 0.021468 43605 train 0.024957 43606 train 0.023616 43607 train 0.021609 43608 train 0.024588 43609 train 0.028285 43610 train 0.023067 43611 train 0.022870 43612 train 0.020805 43613 train 0.019657 43614 train 0.022460 43615 train 0.022621 43616 train 0.023646 43617 train 0.022621 43618 train 0.026223 43619 train 0.020772 43620 train 0.021608 43621 train 0.025924 43622 train 0.026717 43623 train 0.023695 43624 train 0.023839 43625 val 19.6115 43625 train 0.021603 43626 train 0.023196 43627 train 0.024533 43628 train 0.022281 43629 train 0.023889 43630 train 0.027208 43631 train 0.024276 43632 train 0.029718 43633 train 0.019056 43634 train 0.022906 43635 train 0.023448 43636 train 0.025194 43637 train 0.023186 43638 train 0.026125 43639 train 0.024082 43640 train 0.023147 43641 train 0.023582 43642 train 0.022524 43643 train 0.023377 43644 train 0.024052 43645 train 0.027468 43646 train 0.024706 43647 train 0.023228 43648 train 0.022175 43649 train 0.020851 43650 val 19.4661 43650 train 0.021947 43651 train 0.025293 43652 train 0.024139 43653 train 0.024067 43654 train 0.023981 43655 train 0.022484 43656 train 0.024127 43657 train 0.022382 43658 train 0.024570 43659 train 0.023479 43660 train 0.024791 43661 train 0.023038 43662 train 0.021985 43663 train 0.021271 43664 train 0.022803 43665 train 0.029542 43666 train 0.026503 43667 train 0.024855 43668 train 0.025447 43669 train 0.019562 43670 train 0.021519 43671 train 0.024569 43672 train 0.027402 43673 train 0.023285 43674 train 0.021226 43675 val 19.5485 43675 train 0.020834 43676 train 0.022565 43677 train 0.022284 43678 train 0.022117 43679 train 0.022040 43680 train 0.023972 43681 train 0.021694 43682 train 0.024084 43683 train 0.023806 43684 train 0.021499 43685 train 0.022657 43686 train 0.023254 43687 train 0.024773 43688 train 0.025142 43689 train 0.026933 43690 train 0.025291 43691 train 0.021927 43692 train 0.023399 43693 train 0.022152 43694 train 0.024124 43695 train 0.023241 43696 train 0.021807 43697 train 0.022207 43698 train 0.021289 43699 train 0.024149 43700 val 19.6554 43700 train 0.022956 43701 train 0.024774 43702 train 0.021047 43703 train 0.052280 43704 train 0.023944 43705 train 0.019183 43706 train 0.022602 43707 train 0.024450 43708 train 0.024045 43709 train 0.020506 43710 train 0.025104 43711 train 0.022056 43712 train 0.023300 43713 train 0.021037 43714 train 0.022462 43715 train 0.023083 43716 train 0.022597 43717 train 0.022989 43718 train 0.023086 43719 train 0.023437 43720 train 0.024757 43721 train 0.028043 43722 train 0.021895 43723 train 0.023794 43724 train 0.021305 43725 val 19.4915 43725 train 0.028440 43726 train 0.025495 43727 train 0.025105 43728 train 0.022110 43729 train 0.021927 43730 train 0.024065 43731 train 0.022312 43732 train 0.025200 43733 train 0.021093 43734 train 0.022917 43735 train 0.021607 43736 train 0.025550 43737 train 0.024142 43738 train 0.023511 43739 train 0.039947 43740 train 0.021383 43741 train 0.020864 43742 train 0.020921 43743 train 0.023485 43744 train 0.022999 43745 train 0.022256 43746 train 0.025543 43747 train 0.021472 43748 train 0.027387 43749 train 0.020098 43750 val 19.5130 43750 train 0.022638 43751 train 0.024562 43752 train 0.023411 43753 train 0.022505 43754 train 0.021388 43755 train 0.024619 43756 train 0.025225 43757 train 0.022286 43758 train 0.026061 43759 train 0.024008 43760 train 0.022238 43761 train 0.022893 43762 train 0.022665 43763 train 0.024848 43764 train 0.022638 43765 train 0.024100 43766 train 0.022066 43767 train 0.020723 43768 train 0.027453 43769 train 0.020443 43770 train 0.024695 43771 train 0.025436 43772 train 0.023443 43773 train 0.023305 43774 train 0.024251 43775 val 19.5393 43775 train 0.025365 43776 train 0.022490 43777 train 0.020070 43778 train 0.021139 43779 train 0.022466 43780 train 0.019712 43781 train 0.021211 43782 train 0.022882 43783 train 0.023190 43784 train 0.021241 43785 train 0.019001 43786 train 0.022251 43787 train 0.020770 43788 train 0.021739 43789 train 0.021558 43790 train 0.023049 43791 train 0.023963 43792 train 0.022343 43793 train 0.021648 43794 train 0.038230 43795 train 0.022397 43796 train 0.023755 43797 train 0.020376 43798 train 0.022065 43799 train 0.025093 43800 val 19.5548 43800 train 0.021151 43801 train 0.023988 43802 train 0.020838 43803 train 0.022894 43804 train 0.021633 43805 train 0.022846 43806 train 0.023683 43807 train 0.023942 43808 train 0.022318 43809 train 0.024002 43810 train 0.023385 43811 train 0.020284 43812 train 0.020044 43813 train 0.023223 43814 train 0.023608 43815 train 0.022127 43816 train 0.021778 43817 train 0.023905 43818 train 0.028722 43819 train 0.022565 43820 train 0.021763 43821 train 0.022627 43822 train 0.022166 43823 train 0.021047 43824 train 0.020048 43825 val 19.4843 43825 train 0.020712 43826 train 0.022117 43827 train 0.020909 43828 train 0.025579 43829 train 0.021793 43830 train 0.023278 43831 train 0.022012 43832 train 0.027105 43833 train 0.024289 43834 train 0.021217 43835 train 0.026237 43836 train 0.022813 43837 train 0.021764 43838 train 0.024134 43839 train 0.022653 43840 train 0.020928 43841 train 0.026038 43842 train 0.024157 43843 train 0.022471 43844 train 0.021447 43845 train 0.025375 43846 train 0.022640 43847 train 0.022147 43848 train 0.028324 43849 train 0.021337 43850 val 19.6756 43850 train 0.024776 43851 train 0.023558 43852 train 0.020312 43853 train 0.024035 43854 train 0.035628 43855 train 0.021396 43856 train 0.022464 43857 train 0.027730 43858 train 0.023068 43859 train 0.024676 43860 train 0.022232 43861 train 0.024366 43862 train 0.021663 43863 train 0.021219 43864 train 0.024071 43865 train 0.023646 43866 train 0.021907 43867 train 0.023570 43868 train 0.021862 43869 train 0.023922 43870 train 0.023764 43871 train 0.028188 43872 train 0.022928 43873 train 0.024752 43874 train 0.023118 43875 val 19.6048 43875 train 0.022901 43876 train 0.024617 43877 train 0.027900 43878 train 0.026370 43879 train 0.024218 43880 train 0.022744 43881 train 0.026200 43882 train 0.023271 43883 train 0.020522 43884 train 0.025848 43885 train 0.022695 43886 train 0.022353 43887 train 0.023169 43888 train 0.022486 43889 train 0.022202 43890 train 0.019218 43891 train 0.021542 43892 train 0.021016 43893 train 0.036609 43894 train 0.024294 43895 train 0.023825 43896 train 0.022459 43897 train 0.028174 43898 train 0.024164 43899 train 0.023520 43900 val 19.5133 43900 train 0.023753 43901 train 0.022438 43902 train 0.020395 43903 train 0.024449 43904 train 0.024706 43905 train 0.020851 43906 train 0.021836 43907 train 0.025058 43908 train 0.021391 43909 train 0.023991 43910 train 0.025659 43911 train 0.020633 43912 train 0.024526 43913 train 0.028034 43914 train 0.025133 43915 train 0.024903 43916 train 0.025372 43917 train 0.027534 43918 train 0.022478 43919 train 0.020128 43920 train 0.023068 43921 train 0.023298 43922 train 0.022743 43923 train 0.023195 43924 train 0.021356 43925 val 19.5672 43925 train 0.023361 43926 train 0.020461 43927 train 0.020718 43928 train 0.019671 43929 train 0.031519 43930 train 0.023355 43931 train 0.023727 43932 train 0.022588 43933 train 0.023688 43934 train 0.022934 43935 train 0.034301 43936 train 0.024376 43937 train 0.021159 43938 train 0.020278 43939 train 0.026166 43940 train 0.023858 43941 train 0.021234 43942 train 0.023444 43943 train 0.024339 43944 train 0.021517 43945 train 0.022752 43946 train 0.025109 43947 train 0.019554 43948 train 0.020077 43949 train 0.023796 43950 val 19.6374 43950 train 0.025431 43951 train 0.023671 43952 train 0.025434 43953 train 0.027499 43954 train 0.025284 43955 train 0.024160 43956 train 0.023494 43957 train 0.026426 43958 train 0.022167 43959 train 0.022654 43960 train 0.025019 43961 train 0.021693 43962 train 0.019245 43963 train 0.022743 43964 train 0.022424 43965 train 0.037614 43966 train 0.022127 43967 train 0.020344 43968 train 0.020031 43969 train 0.021583 43970 train 0.021614 43971 train 0.028930 43972 train 0.024547 43973 train 0.021612 43974 train 0.022991 43975 val 19.4876 43975 train 0.028786 43976 train 0.026230 43977 train 0.024414 43978 train 0.028338 43979 train 0.024117 43980 train 0.023686 43981 train 0.020859 43982 train 0.022550 43983 train 0.020996 43984 train 0.020187 43985 train 0.022445 43986 train 0.025071 43987 train 0.021371 43988 train 0.023170 43989 train 0.024284 43990 train 0.022149 43991 train 0.023130 43992 train 0.024710 43993 train 0.022768 43994 train 0.027333 43995 train 0.023188 43996 train 0.022155 43997 train 0.023962 43998 train 0.021284 43999 train 0.021724 44000 val 19.5600 44000 train 0.023925 44001 train 0.041436 44002 train 0.020684 44003 train 0.022197 44004 train 0.022063 44005 train 0.025514 44006 train 0.021589 44007 train 0.028678 44008 train 0.020171 44009 train 0.021363 44010 train 0.023404 44011 train 0.023929 44012 train 0.023291 44013 train 0.022083 44014 train 0.023891 44015 train 0.023163 44016 train 0.024041 44017 train 0.024097 44018 train 0.022921 44019 train 0.025214 44020 train 0.023866 44021 train 0.022170 44022 train 0.027625 44023 train 0.022401 44024 train 0.021738 44025 val 19.6383 44025 train 0.023776 44026 train 0.023004 44027 train 0.024394 44028 train 0.025461 44029 train 0.027186 44030 train 0.032748 44031 train 0.020268 44032 train 0.021310 44033 train 0.021330 44034 train 0.021422 44035 train 0.022007 44036 train 0.022836 44037 train 0.032683 44038 train 0.027470 44039 train 0.025456 44040 train 0.024883 44041 train 0.027457 44042 train 0.024260 44043 train 0.022714 44044 train 0.020147 44045 train 0.023262 44046 train 0.025243 44047 train 0.022822 44048 train 0.019866 44049 train 0.023179 44050 val 19.5363 44050 train 0.022814 44051 train 0.021190 44052 train 0.022305 44053 train 0.023615 44054 train 0.022408 44055 train 0.026539 44056 train 0.021296 44057 train 0.020734 44058 train 0.021861 44059 train 0.024642 44060 train 0.025781 44061 train 0.023352 44062 train 0.024174 44063 train 0.023250 44064 train 0.026458 44065 train 0.026446 44066 train 0.029893 44067 train 0.021359 44068 train 0.022879 44069 train 0.025021 44070 train 0.021222 44071 train 0.023535 44072 train 0.022433 44073 train 0.031872 44074 train 0.024631 44075 val 19.5740 44075 train 0.023859 44076 train 0.021419 44077 train 0.025429 44078 train 0.023579 44079 train 0.019530 44080 train 0.022601 44081 train 0.026778 44082 train 0.023886 44083 train 0.021911 44084 train 0.022057 44085 train 0.027867 44086 train 0.023510 44087 train 0.020810 44088 train 0.021760 44089 train 0.024003 44090 train 0.022989 44091 train 0.024095 44092 train 0.020818 44093 train 0.019630 44094 train 0.022834 44095 train 0.021600 44096 train 0.022363 44097 train 0.021811 44098 train 0.022884 44099 train 0.022276 44100 val 19.6579 44100 train 0.026300 44101 train 0.021197 44102 train 0.028864 44103 train 0.019605 44104 train 0.026864 44105 train 0.022157 44106 train 0.023414 44107 train 0.023234 44108 train 0.021984 44109 train 0.021016 44110 train 0.025567 44111 train 0.023237 44112 train 0.021071 44113 train 0.028143 44114 train 0.023645 44115 train 0.022191 44116 train 0.020711 44117 train 0.022300 44118 train 0.021293 44119 train 0.022842 44120 train 0.022775 44121 train 0.031948 44122 train 0.022228 44123 train 0.022512 44124 train 0.020948 44125 val 19.5610 44125 train 0.021046 44126 train 0.022124 44127 train 0.022622 44128 train 0.020864 44129 train 0.023090 44130 train 0.023008 44131 train 0.022425 44132 train 0.023720 44133 train 0.023656 44134 train 0.023818 44135 train 0.020226 44136 train 0.023556 44137 train 0.018824 44138 train 0.022861 44139 train 0.022136 44140 train 0.022152 44141 train 0.024020 44142 train 0.025889 44143 train 0.024960 44144 train 0.025431 44145 train 0.022451 44146 train 0.022588 44147 train 0.022659 44148 train 0.020525 44149 train 0.025433 44150 val 19.5047 44150 train 0.025306 44151 train 0.022804 44152 train 0.022502 44153 train 0.021852 44154 train 0.022366 44155 train 0.023264 44156 train 0.022834 44157 train 0.025724 44158 train 0.020082 44159 train 0.020578 44160 train 0.020524 44161 train 0.021932 44162 train 0.021009 44163 train 0.024651 44164 train 0.020928 44165 train 0.026475 44166 train 0.020264 44167 train 0.021180 44168 train 0.023113 44169 train 0.025165 44170 train 0.025162 44171 train 0.021952 44172 train 0.023344 44173 train 0.022497 44174 train 0.023273 44175 val 19.6089 44175 train 0.022766 44176 train 0.023820 44177 train 0.022544 44178 train 0.023656 44179 train 0.021475 44180 train 0.020113 44181 train 0.022036 44182 train 0.019565 44183 train 0.023850 44184 train 0.024587 44185 train 0.024150 44186 train 0.022065 44187 train 0.020429 44188 train 0.024218 44189 train 0.022930 44190 train 0.020112 44191 train 0.024254 44192 train 0.021683 44193 train 0.024014 44194 train 0.022116 44195 train 0.019076 44196 train 0.022570 44197 train 0.024190 44198 train 0.022228 44199 train 0.022105 44200 val 19.6350 44200 train 0.020547 44201 train 0.025314 44202 train 0.022447 44203 train 0.022306 44204 train 0.023937 44205 train 0.026336 44206 train 0.026673 44207 train 0.024398 44208 train 0.024330 44209 train 0.023040 44210 train 0.024320 44211 train 0.024551 44212 train 0.024168 44213 train 0.026674 44214 train 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train 0.026466 44399 train 0.022877 44400 val 19.5325 44400 train 0.021667 44401 train 0.019054 44402 train 0.024470 44403 train 0.022104 44404 train 0.022564 44405 train 0.024175 44406 train 0.024334 44407 train 0.025957 44408 train 0.020071 44409 train 0.021024 44410 train 0.044062 44411 train 0.022532 44412 train 0.024247 44413 train 0.021497 44414 train 0.025126 44415 train 0.022284 44416 train 0.020710 44417 train 0.020148 44418 train 0.021440 44419 train 0.024690 44420 train 0.023390 44421 train 0.020494 44422 train 0.026307 44423 train 0.025565 44424 train 0.020855 44425 val 19.6157 44425 train 0.019614 44426 train 0.023222 44427 train 0.026869 44428 train 0.022799 44429 train 0.021274 44430 train 0.021688 44431 train 0.022714 44432 train 0.020373 44433 train 0.044101 44434 train 0.019492 44435 train 0.022423 44436 train 0.024253 44437 train 0.022500 44438 train 0.022142 44439 train 0.029158 44440 train 0.023646 44441 train 0.026307 44442 train 0.024851 44443 train 0.032565 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train 0.023432 44674 train 0.020016 44675 val 19.6623 44675 train 0.022856 44676 train 0.021634 44677 train 0.020178 44678 train 0.021511 44679 train 0.023810 44680 train 0.019650 44681 train 0.021653 44682 train 0.021699 44683 train 0.025542 44684 train 0.025964 44685 train 0.023662 44686 train 0.029810 44687 train 0.024113 44688 train 0.022390 44689 train 0.024065 44690 train 0.031544 44691 train 0.020666 44692 train 0.022068 44693 train 0.019549 44694 train 0.020923 44695 train 0.024412 44696 train 0.019844 44697 train 0.018907 44698 train 0.020804 44699 train 0.024568 44700 val 19.6784 44700 train 0.025930 44701 train 0.022183 44702 train 0.023257 44703 train 0.022730 44704 train 0.020018 44705 train 0.021658 44706 train 0.023880 44707 train 0.022549 44708 train 0.022399 44709 train 0.022275 44710 train 0.020119 44711 train 0.024543 44712 train 0.023141 44713 train 0.021756 44714 train 0.022329 44715 train 0.023712 44716 train 0.021527 44717 train 0.023328 44718 train 0.021287 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0.023664 44902 train 0.020729 44903 train 0.024209 44904 train 0.020191 44905 train 0.023966 44906 train 0.024955 44907 train 0.025498 44908 train 0.025805 44909 train 0.021497 44910 train 0.021652 44911 train 0.021933 44912 train 0.020981 44913 train 0.023249 44914 train 0.023717 44915 train 0.021735 44916 train 0.024050 44917 train 0.021643 44918 train 0.023311 44919 train 0.023722 44920 train 0.020678 44921 train 0.033689 44922 train 0.024091 44923 train 0.020071 44924 train 0.023239 44925 val 19.6136 44925 train 0.021267 44926 train 0.019465 44927 train 0.018850 44928 train 0.021536 44929 train 0.026031 44930 train 0.026663 44931 train 0.020767 44932 train 0.022297 44933 train 0.019699 44934 train 0.023667 44935 train 0.023369 44936 train 0.023727 44937 train 0.021433 44938 train 0.022823 44939 train 0.019227 44940 train 0.023935 44941 train 0.022035 44942 train 0.030742 44943 train 0.023056 44944 train 0.021083 44945 train 0.026893 44946 train 0.022898 44947 train 0.024598 44948 train 0.023143 44949 train 0.025167 44950 val 19.6664 44950 train 0.023886 44951 train 0.021094 44952 train 0.024114 44953 train 0.023418 44954 train 0.022134 44955 train 0.021265 44956 train 0.023053 44957 train 0.027686 44958 train 0.027704 44959 train 0.022994 44960 train 0.023440 44961 train 0.024932 44962 train 0.021388 44963 train 0.022670 44964 train 0.022535 44965 train 0.026583 44966 train 0.024819 44967 train 0.022116 44968 train 0.018980 44969 train 0.023455 44970 train 0.027223 44971 train 0.023208 44972 train 0.023157 44973 train 0.020972 44974 train 0.022782 44975 val 19.5804 44975 train 0.021728 44976 train 0.022727 44977 train 0.020573 44978 train 0.021384 44979 train 0.024632 44980 train 0.021234 44981 train 0.023461 44982 train 0.023490 44983 train 0.021979 44984 train 0.023495 44985 train 0.022531 44986 train 0.027669 44987 train 0.018485 44988 train 0.022171 44989 train 0.021222 44990 train 0.018941 44991 train 0.022137 44992 train 0.020364 44993 train 0.023732 44994 train 0.022413 44995 train 0.020736 44996 train 0.022251 44997 train 0.023886 44998 train 0.019027 44999 train 0.020022 45000 val 19.6825 45000 train 0.022320 45001 train 0.023024 45002 train 0.023272 45003 train 0.019595 45004 train 0.020819 45005 train 0.022058 45006 train 0.024481 45007 train 0.022397 45008 train 0.021256 45009 train 0.024711 45010 train 0.022149 45011 train 0.021661 45012 train 0.021906 45013 train 0.020828 45014 train 0.020484 45015 train 0.023950 45016 train 0.023420 45017 train 0.021662 45018 train 0.023868 45019 train 0.020421 45020 train 0.020798 45021 train 0.021791 45022 train 0.022538 45023 train 0.021686 45024 train 0.025250 45025 val 19.6496 45025 train 0.023500 45026 train 0.022181 45027 train 0.022788 45028 train 0.024438 45029 train 0.020350 45030 train 0.020257 45031 train 0.017664 45032 train 0.022750 45033 train 0.026130 45034 train 0.020171 45035 train 0.020123 45036 train 0.020002 45037 train 0.021737 45038 train 0.019456 45039 train 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train 0.021951 45086 train 0.020544 45087 train 0.021824 45088 train 0.024868 45089 train 0.022032 45090 train 0.023698 45091 train 0.021982 45092 train 0.024342 45093 train 0.044092 45094 train 0.023232 45095 train 0.018418 45096 train 0.022791 45097 train 0.024070 45098 train 0.024709 45099 train 0.025122 45100 val 19.6688 45100 train 0.021889 45101 train 0.020799 45102 train 0.021144 45103 train 0.021094 45104 train 0.023740 45105 train 0.023978 45106 train 0.025496 45107 train 0.020677 45108 train 0.021911 45109 train 0.021902 45110 train 0.024909 45111 train 0.023356 45112 train 0.025653 45113 train 0.024513 45114 train 0.019588 45115 train 0.023862 45116 train 0.021103 45117 train 0.021678 45118 train 0.021645 45119 train 0.020003 45120 train 0.019874 45121 train 0.020717 45122 train 0.022755 45123 train 0.024463 45124 train 0.022342 45125 val 19.6727 45125 train 0.021392 45126 train 0.021012 45127 train 0.023988 45128 train 0.023180 45129 train 0.021218 45130 train 0.020554 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0.017010 45452 train 0.019891 45453 train 0.023135 45454 train 0.021103 45455 train 0.020088 45456 train 0.022194 45457 train 0.018404 45458 train 0.020654 45459 train 0.022597 45460 train 0.024219 45461 train 0.022956 45462 train 0.026318 45463 train 0.022707 45464 train 0.024260 45465 train 0.019588 45466 train 0.020333 45467 train 0.022172 45468 train 0.019386 45469 train 0.021074 45470 train 0.020215 45471 train 0.023194 45472 train 0.021867 45473 train 0.018146 45474 train 0.021391 45475 val 19.6233 45475 train 0.022234 45476 train 0.019215 45477 train 0.023698 45478 train 0.018036 45479 train 0.018753 45480 train 0.023019 45481 train 0.023765 45482 train 0.023230 45483 train 0.020637 45484 train 0.023476 45485 train 0.021687 45486 train 0.020182 45487 train 0.024766 45488 train 0.023950 45489 train 0.023404 45490 train 0.021707 45491 train 0.020624 45492 train 0.023630 45493 train 0.019795 45494 train 0.021140 45495 train 0.020201 45496 train 0.019027 45497 train 0.022551 45498 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0.021502 45727 train 0.027054 45728 train 0.020210 45729 train 0.018789 45730 train 0.020944 45731 train 0.023060 45732 train 0.020783 45733 train 0.023473 45734 train 0.023218 45735 train 0.022801 45736 train 0.023497 45737 train 0.020799 45738 train 0.022796 45739 train 0.021260 45740 train 0.020027 45741 train 0.019325 45742 train 0.019745 45743 train 0.021601 45744 train 0.022310 45745 train 0.019740 45746 train 0.020809 45747 train 0.020907 45748 train 0.021243 45749 train 0.019193 45750 val 19.7259 45750 train 0.022770 45751 train 0.018773 45752 train 0.020145 45753 train 0.025299 45754 train 0.023234 45755 train 0.024362 45756 train 0.022298 45757 train 0.022375 45758 train 0.021807 45759 train 0.019381 45760 train 0.017984 45761 train 0.018888 45762 train 0.022232 45763 train 0.023667 45764 train 0.022186 45765 train 0.020925 45766 train 0.020232 45767 train 0.020326 45768 train 0.022597 45769 train 0.023582 45770 train 0.021653 45771 train 0.019013 45772 train 0.022228 45773 train 0.020056 45774 train 0.021703 45775 val 19.6976 45775 train 0.020503 45776 train 0.025756 45777 train 0.020907 45778 train 0.019992 45779 train 0.019096 45780 train 0.021980 45781 train 0.025389 45782 train 0.021605 45783 train 0.020543 45784 train 0.021820 45785 train 0.023123 45786 train 0.020875 45787 train 0.020857 45788 train 0.021242 45789 train 0.020795 45790 train 0.022638 45791 train 0.019929 45792 train 0.019926 45793 train 0.023291 45794 train 0.024483 45795 train 0.023145 45796 train 0.021840 45797 train 0.021850 45798 train 0.022783 45799 train 0.022553 45800 val 19.6936 45800 train 0.021163 45801 train 0.023402 45802 train 0.024522 45803 train 0.020942 45804 train 0.017963 45805 train 0.025347 45806 train 0.021678 45807 train 0.023177 45808 train 0.022516 45809 train 0.019010 45810 train 0.023234 45811 train 0.019961 45812 train 0.030667 45813 train 0.020946 45814 train 0.021298 45815 train 0.022192 45816 train 0.031577 45817 train 0.021132 45818 train 0.019754 45819 train 0.019929 45820 train 0.021977 45821 train 0.020859 45822 train 0.021949 45823 train 0.023600 45824 train 0.024511 45825 val 19.7254 45825 train 0.026925 45826 train 0.022300 45827 train 0.020498 45828 train 0.023684 45829 train 0.021431 45830 train 0.024957 45831 train 0.019953 45832 train 0.020189 45833 train 0.023283 45834 train 0.021786 45835 train 0.021419 45836 train 0.023012 45837 train 0.024108 45838 train 0.021916 45839 train 0.022510 45840 train 0.022421 45841 train 0.022631 45842 train 0.022561 45843 train 0.019900 45844 train 0.023499 45845 train 0.019582 45846 train 0.024589 45847 train 0.021423 45848 train 0.022947 45849 train 0.021313 45850 val 19.6966 45850 train 0.021169 45851 train 0.020951 45852 train 0.022232 45853 train 0.019322 45854 train 0.020780 45855 train 0.021298 45856 train 0.019472 45857 train 0.018911 45858 train 0.021461 45859 train 0.022227 45860 train 0.024903 45861 train 0.029999 45862 train 0.019427 45863 train 0.020236 45864 train 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45956 train 0.022535 45957 train 0.025081 45958 train 0.018470 45959 train 0.023308 45960 train 0.021382 45961 train 0.021808 45962 train 0.021349 45963 train 0.019084 45964 train 0.019157 45965 train 0.019394 45966 train 0.021896 45967 train 0.019816 45968 train 0.021223 45969 train 0.072010 45970 train 0.020214 45971 train 0.020485 45972 train 0.025338 45973 train 0.019933 45974 train 0.021216 45975 val 19.6641 45975 train 0.024866 45976 train 0.023003 45977 train 0.020597 45978 train 0.024126 45979 train 0.019813 45980 train 0.019968 45981 train 0.024313 45982 train 0.024086 45983 train 0.022360 45984 train 0.022025 45985 train 0.023897 45986 train 0.021032 45987 train 0.024166 45988 train 0.021325 45989 train 0.019821 45990 train 0.021156 45991 train 0.020971 45992 train 0.022837 45993 train 0.022333 45994 train 0.017416 45995 train 0.022065 45996 train 0.019517 45997 train 0.018960 45998 train 0.020702 45999 train 0.025026 46000 val 19.6501 46000 train 0.020401 46001 train 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train 0.019422 49899 train 0.024753 49900 val 19.7565 49900 train 0.019306 49901 train 0.019617 49902 train 0.018114 49903 train 0.019876 49904 train 0.017697 49905 train 0.022506 49906 train 0.029861 49907 train 0.017750 49908 train 0.019413 49909 train 0.019671 49910 train 0.016599 49911 train 0.017897 49912 train 0.019240 49913 train 0.017352 49914 train 0.015324 49915 train 0.022749 49916 train 0.019742 49917 train 0.019611 49918 train 0.018486 49919 train 0.015987 49920 train 0.018456 49921 train 0.018413 49922 train 0.020298 49923 train 0.020082 49924 train 0.019510 49925 val 19.8159 49925 train 0.016425 49926 train 0.016228 49927 train 0.016183 49928 train 0.015478 49929 train 0.019685 49930 train 0.018463 49931 train 0.016508 49932 train 0.018501 49933 train 0.018074 49934 train 0.018349 49935 train 0.022610 49936 train 0.019115 49937 train 0.018854 49938 train 0.018104 49939 train 0.016530 49940 train 0.015221 49941 train 0.024155 49942 train 0.018520 49943 train 0.023948 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50494 train 0.018814 50495 train 0.016348 50496 train 0.018589 50497 train 0.016788 50498 train 0.015660 50499 train 0.017151 50500 val 19.8551 50500 train 0.020933 50501 train 0.018271 50502 train 0.018247 50503 train 0.017830 50504 train 0.025177 50505 train 0.019941 50506 train 0.017416 50507 train 0.017557 50508 train 0.016816 50509 train 0.016992 50510 train 0.022460 50511 train 0.018353 50512 train 0.016975 50513 train 0.020864 50514 train 0.019822 50515 train 0.018894 50516 train 0.019638 50517 train 0.020553 50518 train 0.016540 50519 train 0.023282 50520 train 0.019091 50521 train 0.016702 50522 train 0.018367 50523 train 0.020034 50524 train 0.020028 50525 val 19.7622 50525 train 0.022663 50526 train 0.020718 50527 train 0.020388 50528 train 0.022622 50529 train 0.020283 50530 train 0.018576 50531 train 0.016905 50532 train 0.020397 50533 train 0.017993 50534 train 0.017656 50535 train 0.017877 50536 train 0.020327 50537 train 0.017789 50538 train 0.015798 50539 train 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train 0.018646 50999 train 0.019147 51000 val 19.7932 51000 train 0.019732 51001 train 0.020092 51002 train 0.015677 51003 train 0.017610 51004 train 0.017636 51005 train 0.017640 51006 train 0.015718 51007 train 0.016206 51008 train 0.086800 51009 train 0.024574 51010 train 0.018452 51011 train 0.018094 51012 train 0.019323 51013 train 0.018825 51014 train 0.019748 51015 train 0.019476 51016 train 0.023346 51017 train 0.021483 51018 train 0.018800 51019 train 0.019998 51020 train 0.019850 51021 train 0.020715 51022 train 0.020609 51023 train 0.016597 51024 train 0.018356 51025 val 19.8078 51025 train 0.022088 51026 train 0.020019 51027 train 0.028756 51028 train 0.016424 51029 train 0.020838 51030 train 0.021999 51031 train 0.017737 51032 train 0.019419 51033 train 0.014980 51034 train 0.018134 51035 train 0.017026 51036 train 0.017801 51037 train 0.017471 51038 train 0.016851 51039 train 0.018356 51040 train 0.018043 51041 train 0.015319 51042 train 0.018222 51043 train 0.013549 51044 train 0.025297 51045 train 0.037709 51046 train 0.017259 51047 train 0.019187 51048 train 0.021942 51049 train 0.019439 51050 val 19.7218 51050 train 0.017221 51051 train 0.019179 51052 train 0.021219 51053 train 0.020804 51054 train 0.017419 51055 train 0.019182 51056 train 0.018836 51057 train 0.017942 51058 train 0.019073 51059 train 0.015537 51060 train 0.016779 51061 train 0.017618 51062 train 0.018546 51063 train 0.019259 51064 train 0.014363 51065 train 0.016258 51066 train 0.021335 51067 train 0.017782 51068 train 0.016032 51069 train 0.014274 51070 train 0.016713 51071 train 0.016012 51072 train 0.016052 51073 train 0.016094 51074 train 0.014739 51075 val 19.7638 51075 train 0.015536 51076 train 0.018147 51077 train 0.015414 51078 train 0.016214 51079 train 0.015117 51080 train 0.023222 51081 train 0.079306 51082 train 0.016544 51083 train 0.015793 51084 train 0.018795 51085 train 0.020427 51086 train 0.017397 51087 train 0.016040 51088 train 0.018254 51089 train 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51181 train 0.016845 51182 train 0.018196 51183 train 0.019994 51184 train 0.018638 51185 train 0.018992 51186 train 0.019540 51187 train 0.019668 51188 train 0.018788 51189 train 0.017899 51190 train 0.022918 51191 train 0.017020 51192 train 0.016977 51193 train 0.017339 51194 train 0.018521 51195 train 0.018033 51196 train 0.016253 51197 train 0.016816 51198 train 0.017633 51199 train 0.018657 51200 val 19.7472 51200 train 0.015707 51201 train 0.018204 51202 train 0.016604 51203 train 0.018600 51204 train 0.031672 51205 train 0.018556 51206 train 0.017644 51207 train 0.019156 51208 train 0.017954 51209 train 0.020236 51210 train 0.016913 51211 train 0.018771 51212 train 0.017374 51213 train 0.017179 51214 train 0.017307 51215 train 0.015700 51216 train 0.017376 51217 train 0.015653 51218 train 0.015974 51219 train 0.018073 51220 train 0.021817 51221 train 0.017893 51222 train 0.019553 51223 train 0.019640 51224 train 0.017350 51225 val 19.7246 51225 train 0.014406 51226 train 0.046925 51227 train 0.018666 51228 train 0.018707 51229 train 0.019022 51230 train 0.019445 51231 train 0.019855 51232 train 0.015876 51233 train 0.016275 51234 train 0.020182 51235 train 0.020001 51236 train 0.020015 51237 train 0.016168 51238 train 0.017694 51239 train 0.018785 51240 train 0.023498 51241 train 0.017329 51242 train 0.020140 51243 train 0.020267 51244 train 0.016513 51245 train 0.018790 51246 train 0.018437 51247 train 0.017117 51248 train 0.015641 51249 train 0.015926 51250 val 19.7485 51250 train 0.015807 51251 train 0.015989 51252 train 0.020054 51253 train 0.015295 51254 train 0.017775 51255 train 0.021534 51256 train 0.022850 51257 train 0.017023 51258 train 0.018175 51259 train 0.018670 51260 train 0.019863 51261 train 0.013363 51262 train 0.022675 51263 train 0.015736 51264 train 0.016921 51265 train 0.016685 51266 train 0.016808 51267 train 0.018792 51268 train 0.015314 51269 train 0.014882 51270 train 0.017516 51271 train 0.019803 51272 train 0.018266 51273 train 0.017718 51274 train 0.018432 51275 val 19.7471 51275 train 0.015391 51276 train 0.017884 51277 train 0.014588 51278 train 0.016745 51279 train 0.018294 51280 train 0.016346 51281 train 0.019310 51282 train 0.018574 51283 train 0.018734 51284 train 0.016407 51285 train 0.016568 51286 train 0.014748 51287 train 0.016601 51288 train 0.017451 51289 train 0.015481 51290 train 0.016531 51291 train 0.019436 51292 train 0.015843 51293 train 0.014021 51294 train 0.014608 51295 train 0.018223 51296 train 0.016633 51297 train 0.012748 51298 train 0.020377 51299 train 0.014607 51300 val 19.8055 51300 train 0.016165 51301 train 0.014665 51302 train 0.014133 51303 train 0.016378 51304 train 0.016148 51305 train 0.015093 51306 train 0.017691 51307 train 0.019862 51308 train 0.019883 51309 train 0.020101 51310 train 0.016072 51311 train 0.017505 51312 train 0.019786 51313 train 0.015312 51314 train 0.017003 51315 train 0.017877 51316 train 0.016982 51317 train 0.018373 51318 train 0.017866 51319 train 0.015074 51320 train 0.018517 51321 train 0.019885 51322 train 0.015755 51323 train 0.017558 51324 train 0.017193 51325 val 19.7875 51325 train 0.015256 51326 train 0.017637 51327 train 0.019670 51328 train 0.015708 51329 train 0.019159 51330 train 0.016853 51331 train 0.018884 51332 train 0.017760 51333 train 0.014846 51334 train 0.017878 51335 train 0.018945 51336 train 0.017655 51337 train 0.015650 51338 train 0.016358 51339 train 0.018966 51340 train 0.020061 51341 train 0.016767 51342 train 0.016727 51343 train 0.018743 51344 train 0.019074 51345 train 0.019304 51346 train 0.015541 51347 train 0.017015 51348 train 0.020143 51349 train 0.018034 51350 val 19.7964 51350 train 0.019222 51351 train 0.017998 51352 train 0.017641 51353 train 0.017342 51354 train 0.016289 51355 train 0.021228 51356 train 0.016034 51357 train 0.018759 51358 train 0.017269 51359 train 0.018303 51360 train 0.018938 51361 train 0.016090 51362 train 0.019121 51363 train 0.019763 51364 train 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51456 train 0.017220 51457 train 0.018129 51458 train 0.016677 51459 train 0.015035 51460 train 0.016103 51461 train 0.014354 51462 train 0.017872 51463 train 0.018221 51464 train 0.016436 51465 train 0.016269 51466 train 0.017264 51467 train 0.018909 51468 train 0.018856 51469 train 0.018319 51470 train 0.016871 51471 train 0.017619 51472 train 0.017885 51473 train 0.016514 51474 train 0.019366 51475 val 19.8508 51475 train 0.019004 51476 train 0.016696 51477 train 0.017502 51478 train 0.017547 51479 train 0.023542 51480 train 0.016903 51481 train 0.016381 51482 train 0.016913 51483 train 0.017045 51484 train 0.020107 51485 train 0.015637 51486 train 0.018260 51487 train 0.016233 51488 train 0.017039 51489 train 0.017803 51490 train 0.017012 51491 train 0.032345 51492 train 0.014737 51493 train 0.019346 51494 train 0.017603 51495 train 0.018908 51496 train 0.020445 51497 train 0.016781 51498 train 0.018049 51499 train 0.019000 51500 val 19.8234 51500 train 0.016185 51501 train 0.018054 51502 train 0.016443 51503 train 0.025590 51504 train 0.017917 51505 train 0.018792 51506 train 0.017500 51507 train 0.015755 51508 train 0.018612 51509 train 0.014993 51510 train 0.018600 51511 train 0.015273 51512 train 0.018459 51513 train 0.016870 51514 train 0.018277 51515 train 0.018839 51516 train 0.019190 51517 train 0.017410 51518 train 0.018839 51519 train 0.020075 51520 train 0.023241 51521 train 0.016255 51522 train 0.014440 51523 train 0.016118 51524 train 0.016699 51525 val 19.8102 51525 train 0.021985 51526 train 0.017572 51527 train 0.031937 51528 train 0.014933 51529 train 0.018778 51530 train 0.018550 51531 train 0.020833 51532 train 0.021684 51533 train 0.017025 51534 train 0.019307 51535 train 0.021119 51536 train 0.018126 51537 train 0.020785 51538 train 0.016218 51539 train 0.025981 51540 train 0.018076 51541 train 0.023489 51542 train 0.017762 51543 train 0.017436 51544 train 0.016862 51545 train 0.016621 51546 train 0.017668 51547 train 0.016377 51548 train 0.018051 51549 train 0.019480 51550 val 19.7836 51550 train 0.019705 51551 train 0.017735 51552 train 0.018690 51553 train 0.017240 51554 train 0.017856 51555 train 0.017665 51556 train 0.017936 51557 train 0.017753 51558 train 0.017003 51559 train 0.016835 51560 train 0.017237 51561 train 0.027177 51562 train 0.020520 51563 train 0.021338 51564 train 0.016278 51565 train 0.019514 51566 train 0.017716 51567 train 0.020406 51568 train 0.018877 51569 train 0.015537 51570 train 0.015523 51571 train 0.019183 51572 train 0.017495 51573 train 0.016988 51574 train 0.017431 51575 val 19.7559 51575 train 0.021324 51576 train 0.016329 51577 train 0.020682 51578 train 0.018378 51579 train 0.017863 51580 train 0.017925 51581 train 0.014077 51582 train 0.017432 51583 train 0.014515 51584 train 0.017743 51585 train 0.017881 51586 train 0.017456 51587 train 0.015450 51588 train 0.019705 51589 train 0.016174 51590 train 0.016003 51591 train 0.020213 51592 train 0.016998 51593 train 0.018449 51594 train 0.013655 51595 train 0.015915 51596 train 0.015621 51597 train 0.027787 51598 train 0.019304 51599 train 0.017281 51600 val 19.8418 51600 train 0.017302 51601 train 0.017254 51602 train 0.017044 51603 train 0.022899 51604 train 0.017317 51605 train 0.015725 51606 train 0.015661 51607 train 0.018777 51608 train 0.014167 51609 train 0.015435 51610 train 0.014468 51611 train 0.017581 51612 train 0.016986 51613 train 0.017580 51614 train 0.014421 51615 train 0.014773 51616 train 0.013252 51617 train 0.014097 51618 train 0.016608 51619 train 0.013378 51620 train 0.017741 51621 train 0.018789 51622 train 0.017543 51623 train 0.017754 51624 train 0.017984 51625 val 19.8211 51625 train 0.018022 51626 train 0.016326 51627 train 0.019896 51628 train 0.022948 51629 train 0.019355 51630 train 0.016311 51631 train 0.016668 51632 train 0.018086 51633 train 0.020777 51634 train 0.017312 51635 train 0.014444 51636 train 0.015273 51637 train 0.016698 51638 train 0.016854 51639 train 0.015944 51640 train 0.018591 51641 train 0.017522 51642 train 0.015449 51643 train 0.016903 51644 train 0.017149 51645 train 0.018796 51646 train 0.015428 51647 train 0.020330 51648 train 0.014452 51649 train 0.016310 51650 val 19.9394 51650 train 0.015517 51651 train 0.017938 51652 train 0.015933 51653 train 0.018473 51654 train 0.016848 51655 train 0.015969 51656 train 0.014874 51657 train 0.017294 51658 train 0.020016 51659 train 0.014989 51660 train 0.016555 51661 train 0.015342 51662 train 0.017251 51663 train 0.025037 51664 train 0.030616 51665 train 0.026140 51666 train 0.018009 51667 train 0.019974 51668 train 0.016764 51669 train 0.022970 51670 train 0.028788 51671 train 0.018789 51672 train 0.018171 51673 train 0.018087 51674 train 0.019695 51675 val 19.6958 51675 train 0.016402 51676 train 0.021029 51677 train 0.014607 51678 train 0.018205 51679 train 0.017277 51680 train 0.014662 51681 train 0.018230 51682 train 0.017834 51683 train 0.020492 51684 train 0.017929 51685 train 0.018549 51686 train 0.021094 51687 train 0.019571 51688 train 0.017975 51689 train 0.020194 51690 train 0.017025 51691 train 0.016002 51692 train 0.015976 51693 train 0.017957 51694 train 0.024325 51695 train 0.018025 51696 train 0.018247 51697 train 0.016207 51698 train 0.017046 51699 train 0.015933 51700 val 19.8412 51700 train 0.025363 51701 train 0.019807 51702 train 0.015398 51703 train 0.016707 51704 train 0.018666 51705 train 0.028057 51706 train 0.044256 51707 train 0.022230 51708 train 0.015933 51709 train 0.019653 51710 train 0.018708 51711 train 0.016063 51712 train 0.017786 51713 train 0.016658 51714 train 0.017258 51715 train 0.016638 51716 train 0.015131 51717 train 0.016568 51718 train 0.018932 51719 train 0.017802 51720 train 0.016114 51721 train 0.021424 51722 train 0.018732 51723 train 0.016447 51724 train 0.016854 51725 val 19.8472 51725 train 0.021511 51726 train 0.017760 51727 train 0.018881 51728 train 0.015557 51729 train 0.020691 51730 train 0.020833 51731 train 0.016438 51732 train 0.019837 51733 train 0.016766 51734 train 0.017034 51735 train 0.018592 51736 train 0.017108 51737 train 0.016458 51738 train 0.015921 51739 train 0.016946 51740 train 0.019079 51741 train 0.022227 51742 train 0.020428 51743 train 0.017068 51744 train 0.015265 51745 train 0.016045 51746 train 0.016838 51747 train 0.018769 51748 train 0.015900 51749 train 0.016071 51750 val 19.8323 51750 train 0.013896 51751 train 0.015017 51752 train 0.014858 51753 train 0.016496 51754 train 0.015946 51755 train 0.015753 51756 train 0.016497 51757 train 0.020298 51758 train 0.016446 51759 train 0.015048 51760 train 0.017816 51761 train 0.018848 51762 train 0.017096 51763 train 0.018477 51764 train 0.014145 51765 train 0.016891 51766 train 0.016660 51767 train 0.017063 51768 train 0.017455 51769 train 0.016860 51770 train 0.017865 51771 train 0.021510 51772 train 0.024725 51773 train 0.015928 51774 train 0.014010 51775 val 19.8421 51775 train 0.017172 51776 train 0.015074 51777 train 0.025423 51778 train 0.018071 51779 train 0.018250 51780 train 0.016239 51781 train 0.019425 51782 train 0.017597 51783 train 0.015694 51784 train 0.017270 51785 train 0.017962 51786 train 0.016925 51787 train 0.017657 51788 train 0.016717 51789 train 0.018856 51790 train 0.017542 51791 train 0.014740 51792 train 0.018799 51793 train 0.018665 51794 train 0.016003 51795 train 0.018787 51796 train 0.018869 51797 train 0.017779 51798 train 0.018088 51799 train 0.015752 51800 val 19.9825 51800 train 0.017229 51801 train 0.015940 51802 train 0.015317 51803 train 0.017072 51804 train 0.015759 51805 train 0.016788 51806 train 0.017183 51807 train 0.017360 51808 train 0.016309 51809 train 0.019655 51810 train 0.015990 51811 train 0.021571 51812 train 0.016345 51813 train 0.023533 51814 train 0.018205 51815 train 0.016908 51816 train 0.019356 51817 train 0.025302 51818 train 0.020448 51819 train 0.015776 51820 train 0.018163 51821 train 0.018824 51822 train 0.016899 51823 train 0.015484 51824 train 0.017697 51825 val 19.8723 51825 train 0.017177 51826 train 0.017572 51827 train 0.015741 51828 train 0.018729 51829 train 0.016186 51830 train 0.018005 51831 train 0.016474 51832 train 0.017769 51833 train 0.016821 51834 train 0.016832 51835 train 0.015784 51836 train 0.018224 51837 train 0.017127 51838 train 0.015363 51839 train 0.017094 51840 train 0.016026 51841 train 0.014647 51842 train 0.017833 51843 train 0.018845 51844 train 0.016706 51845 train 0.021712 51846 train 0.015467 51847 train 0.015726 51848 train 0.017302 51849 train 0.019289 51850 val 19.8492 51850 train 0.016713 51851 train 0.017714 51852 train 0.018355 51853 train 0.019201 51854 train 0.034809 51855 train 0.015943 51856 train 0.017991 51857 train 0.016967 51858 train 0.016248 51859 train 0.017543 51860 train 0.017414 51861 train 0.017615 51862 train 0.018075 51863 train 0.015338 51864 train 0.016503 51865 train 0.017541 51866 train 0.017122 51867 train 0.015733 51868 train 0.015389 51869 train 0.015370 51870 train 0.017015 51871 train 0.017159 51872 train 0.020698 51873 train 0.015322 51874 train 0.016063 51875 val 19.9096 51875 train 0.018713 51876 train 0.017494 51877 train 0.016663 51878 train 0.016444 51879 train 0.016349 51880 train 0.016662 51881 train 0.017795 51882 train 0.016846 51883 train 0.017768 51884 train 0.017952 51885 train 0.014292 51886 train 0.015217 51887 train 0.016293 51888 train 0.017341 51889 train 0.015763 51890 train 0.021879 51891 train 0.015089 51892 train 0.019464 51893 train 0.016559 51894 train 0.021300 51895 train 0.018187 51896 train 0.016845 51897 train 0.016900 51898 train 0.017788 51899 train 0.016297 51900 val 19.8961 51900 train 0.015589 51901 train 0.018881 51902 train 0.020791 51903 train 0.017233 51904 train 0.015234 51905 train 0.017477 51906 train 0.015171 51907 train 0.015989 51908 train 0.017116 51909 train 0.015707 51910 train 0.015134 51911 train 0.017274 51912 train 0.016581 51913 train 0.015951 51914 train 0.016887 51915 train 0.017209 51916 train 0.018085 51917 train 0.017516 51918 train 0.018558 51919 train 0.015758 51920 train 0.018278 51921 train 0.016090 51922 train 0.015233 51923 train 0.016996 51924 train 0.018279 51925 val 19.8627 51925 train 0.015381 51926 train 0.017277 51927 train 0.018546 51928 train 0.017503 51929 train 0.018869 51930 train 0.017120 51931 train 0.017694 51932 train 0.017831 51933 train 0.017016 51934 train 0.018286 51935 train 0.015516 51936 train 0.017083 51937 train 0.015556 51938 train 0.019519 51939 train 0.018494 51940 train 0.016719 51941 train 0.017422 51942 train 0.016340 51943 train 0.015472 51944 train 0.016199 51945 train 0.015122 51946 train 0.014396 51947 train 0.019175 51948 train 0.017499 51949 train 0.015654 51950 val 19.8939 51950 train 0.015337 51951 train 0.014334 51952 train 0.017299 51953 train 0.016910 51954 train 0.017714 51955 train 0.015658 51956 train 0.017992 51957 train 0.017890 51958 train 0.017023 51959 train 0.014925 51960 train 0.019454 51961 train 0.018209 51962 train 0.018828 51963 train 0.018251 51964 train 0.017393 51965 train 0.024536 51966 train 0.018101 51967 train 0.015344 51968 train 0.017740 51969 train 0.017628 51970 train 0.017637 51971 train 0.016651 51972 train 0.016308 51973 train 0.014745 51974 train 0.017815 51975 val 19.8475 51975 train 0.016151 51976 train 0.015875 51977 train 0.018470 51978 train 0.016064 51979 train 0.017150 51980 train 0.017681 51981 train 0.016697 51982 train 0.017272 51983 train 0.016459 51984 train 0.019353 51985 train 0.016792 51986 train 0.015413 51987 train 0.017304 51988 train 0.018861 51989 train 0.016089 51990 train 0.017927 51991 train 0.015555 51992 train 0.015758 51993 train 0.015579 51994 train 0.015818 51995 train 0.014691 51996 train 0.015981 51997 train 0.019710 51998 train 0.024295 51999 train 0.019053 52000 val 19.8664 52000 train 0.016911 52001 train 0.018465 52002 train 0.019364 52003 train 0.015389 52004 train 0.017081 52005 train 0.016365 52006 train 0.016351 52007 train 0.017122 52008 train 0.017925 52009 train 0.016367 52010 train 0.016482 52011 train 0.018181 52012 train 0.017041 52013 train 0.020949 52014 train 0.016130 52015 train 0.016199 52016 train 0.015194 52017 train 0.018172 52018 train 0.015677 52019 train 0.017559 52020 train 0.016566 52021 train 0.018116 52022 train 0.017234 52023 train 0.015124 52024 train 0.018136 52025 val 19.8159 52025 train 0.015911 52026 train 0.019109 52027 train 0.017909 52028 train 0.020067 52029 train 0.015941 52030 train 0.015420 52031 train 0.014824 52032 train 0.015548 52033 train 0.018256 52034 train 0.022258 52035 train 0.019358 52036 train 0.019429 52037 train 0.019189 52038 train 0.017420 52039 train 0.017970 52040 train 0.017696 52041 train 0.018309 52042 train 0.018031 52043 train 0.018810 52044 train 0.017674 52045 train 0.016491 52046 train 0.015767 52047 train 0.017308 52048 train 0.015883 52049 train 0.016714 52050 val 19.8230 52050 train 0.018499 52051 train 0.015850 52052 train 0.018241 52053 train 0.015027 52054 train 0.015297 52055 train 0.016176 52056 train 0.016664 52057 train 0.017848 52058 train 0.017943 52059 train 0.017321 52060 train 0.017382 52061 train 0.017148 52062 train 0.018490 52063 train 0.017319 52064 train 0.017609 52065 train 0.017500 52066 train 0.021145 52067 train 0.017619 52068 train 0.014505 52069 train 0.016561 52070 train 0.021649 52071 train 0.017054 52072 train 0.019019 52073 train 0.022246 52074 train 0.017918 52075 val 19.7896 52075 train 0.019442 52076 train 0.017294 52077 train 0.017411 52078 train 0.017307 52079 train 0.021943 52080 train 0.015384 52081 train 0.016309 52082 train 0.015158 52083 train 0.017239 52084 train 0.015831 52085 train 0.015087 52086 train 0.020069 52087 train 0.018431 52088 train 0.046357 52089 train 0.016507 52090 train 0.016113 52091 train 0.015720 52092 train 0.015799 52093 train 0.018061 52094 train 0.016136 52095 train 0.015783 52096 train 0.016044 52097 train 0.020192 52098 train 0.017547 52099 train 0.017446 52100 val 19.8509 52100 train 0.016534 52101 train 0.018609 52102 train 0.018707 52103 train 0.017384 52104 train 0.016423 52105 train 0.016355 52106 train 0.018967 52107 train 0.017448 52108 train 0.019627 52109 train 0.018572 52110 train 0.018789 52111 train 0.016481 52112 train 0.017975 52113 train 0.014624 52114 train 0.017390 52115 train 0.022925 52116 train 0.015547 52117 train 0.013922 52118 train 0.015985 52119 train 0.019114 52120 train 0.014354 52121 train 0.015574 52122 train 0.017524 52123 train 0.018361 52124 train 0.033858 52125 val 19.8870 52125 train 0.017762 52126 train 0.016912 52127 train 0.015427 52128 train 0.015781 52129 train 0.017473 52130 train 0.018517 52131 train 0.016268 52132 train 0.015939 52133 train 0.016250 52134 train 0.015883 52135 train 0.016177 52136 train 0.015209 52137 train 0.016419 52138 train 0.018165 52139 train 0.015043 52140 train 0.017428 52141 train 0.015693 52142 train 0.015952 52143 train 0.015850 52144 train 0.019069 52145 train 0.017049 52146 train 0.015602 52147 train 0.017113 52148 train 0.018930 52149 train 0.018185 52150 val 19.8008 52150 train 0.015403 52151 train 0.018426 52152 train 0.014992 52153 train 0.016790 52154 train 0.015913 52155 train 0.020922 52156 train 0.015533 52157 train 0.015808 52158 train 0.019477 52159 train 0.016977 52160 train 0.027088 52161 train 0.015002 52162 train 0.016394 52163 train 0.013629 52164 train 0.015115 52165 train 0.015722 52166 train 0.016702 52167 train 0.015856 52168 train 0.015396 52169 train 0.016132 52170 train 0.018558 52171 train 0.015557 52172 train 0.013944 52173 train 0.015972 52174 train 0.015306 52175 val 19.8393 52175 train 0.016262 52176 train 0.015304 52177 train 0.017076 52178 train 0.015092 52179 train 0.017265 52180 train 0.019509 52181 train 0.014571 52182 train 0.017100 52183 train 0.016260 52184 train 0.019360 52185 train 0.017370 52186 train 0.016564 52187 train 0.019139 52188 train 0.017723 52189 train 0.016443 52190 train 0.016207 52191 train 0.021100 52192 train 0.015332 52193 train 0.018453 52194 train 0.014765 52195 train 0.016460 52196 train 0.017999 52197 train 0.018279 52198 train 0.015994 52199 train 0.013562 52200 val 19.9080 52200 train 0.015165 52201 train 0.016075 52202 train 0.016683 52203 train 0.015967 52204 train 0.018209 52205 train 0.016646 52206 train 0.016375 52207 train 0.016744 52208 train 0.016024 52209 train 0.016616 52210 train 0.018958 52211 train 0.015322 52212 train 0.015564 52213 train 0.018613 52214 train 0.014251 52215 train 0.017880 52216 train 0.017464 52217 train 0.018066 52218 train 0.020840 52219 train 0.015890 52220 train 0.016414 52221 train 0.021590 52222 train 0.019872 52223 train 0.017550 52224 train 0.017099 52225 val 19.8311 52225 train 0.015854 52226 train 0.016967 52227 train 0.017311 52228 train 0.019946 52229 train 0.018952 52230 train 0.015975 52231 train 0.016973 52232 train 0.016287 52233 train 0.019754 52234 train 0.017662 52235 train 0.015083 52236 train 0.017433 52237 train 0.016749 52238 train 0.018962 52239 train 0.016888 52240 train 0.015239 52241 train 0.014306 52242 train 0.013968 52243 train 0.015808 52244 train 0.015403 52245 train 0.014451 52246 train 0.026931 52247 train 0.015071 52248 train 0.016608 52249 train 0.018513 52250 val 19.8478 52250 train 0.016750 52251 train 0.018927 52252 train 0.018021 52253 train 0.015910 52254 train 0.014818 52255 train 0.015178 52256 train 0.015419 52257 train 0.022104 52258 train 0.015966 52259 train 0.018310 52260 train 0.018432 52261 train 0.019478 52262 train 0.017421 52263 train 0.016265 52264 train 0.017507 52265 train 0.019764 52266 train 0.017031 52267 train 0.020605 52268 train 0.019412 52269 train 0.019836 52270 train 0.016605 52271 train 0.014917 52272 train 0.015076 52273 train 0.015478 52274 train 0.017670 52275 val 19.8492 52275 train 0.015586 52276 train 0.016980 52277 train 0.015300 52278 train 0.013793 52279 train 0.015296 52280 train 0.014647 52281 train 0.014529 52282 train 0.018658 52283 train 0.018536 52284 train 0.016172 52285 train 0.017607 52286 train 0.017265 52287 train 0.016064 52288 train 0.015946 52289 train 0.016519 52290 train 0.016049 52291 train 0.017022 52292 train 0.016797 52293 train 0.018362 52294 train 0.014372 52295 train 0.015539 52296 train 0.017879 52297 train 0.019521 52298 train 0.016703 52299 train 0.016300 52300 val 19.8619 52300 train 0.016281 52301 train 0.014381 52302 train 0.017546 52303 train 0.016627 52304 train 0.015797 52305 train 0.016813 52306 train 0.017433 52307 train 0.016918 52308 train 0.017666 52309 train 0.016214 52310 train 0.018857 52311 train 0.017374 52312 train 0.017856 52313 train 0.015693 52314 train 0.016472 52315 train 0.016772 52316 train 0.014942 52317 train 0.016333 52318 train 0.017910 52319 train 0.014563 52320 train 0.016142 52321 train 0.015421 52322 train 0.016624 52323 train 0.016193 52324 train 0.014836 52325 val 19.8776 52325 train 0.016571 52326 train 0.017262 52327 train 0.017423 52328 train 0.016927 52329 train 0.016949 52330 train 0.015315 52331 train 0.018208 52332 train 0.014163 52333 train 0.015772 52334 train 0.014733 52335 train 0.017091 52336 train 0.015778 52337 train 0.015767 52338 train 0.018902 52339 train 0.019215 52340 train 0.014417 52341 train 0.015098 52342 train 0.015318 52343 train 0.016431 52344 train 0.018857 52345 train 0.018682 52346 train 0.021741 52347 train 0.018463 52348 train 0.017369 52349 train 0.020378 52350 val 19.8692 52350 train 0.017463 52351 train 0.017872 52352 train 0.017292 52353 train 0.015701 52354 train 0.014474 52355 train 0.016490 52356 train 0.016938 52357 train 0.019140 52358 train 0.015576 52359 train 0.016757 52360 train 0.015322 52361 train 0.016576 52362 train 0.016491 52363 train 0.017571 52364 train 0.017698 52365 train 0.018159 52366 train 0.015921 52367 train 0.019259 52368 train 0.018228 52369 train 0.016409 52370 train 0.016416 52371 train 0.019529 52372 train 0.017406 52373 train 0.014830 52374 train 0.017131 52375 val 19.8482 52375 train 0.016876 52376 train 0.017513 52377 train 0.017831 52378 train 0.015977 52379 train 0.017858 52380 train 0.018258 52381 train 0.017498 52382 train 0.019060 52383 train 0.015175 52384 train 0.015061 52385 train 0.019905 52386 train 0.015673 52387 train 0.018153 52388 train 0.015535 52389 train 0.015592 52390 train 0.014705 52391 train 0.016953 52392 train 0.016925 52393 train 0.022317 52394 train 0.016222 52395 train 0.018221 52396 train 0.014026 52397 train 0.013720 52398 train 0.016847 52399 train 0.016336 52400 val 19.8068 52400 train 0.015795 52401 train 0.017394 52402 train 0.015048 52403 train 0.017235 52404 train 0.019274 52405 train 0.018230 52406 train 0.016036 52407 train 0.015306 52408 train 0.015954 52409 train 0.016601 52410 train 0.016870 52411 train 0.015504 52412 train 0.017136 52413 train 0.016991 52414 train 0.016136 52415 train 0.017162 52416 train 0.016983 52417 train 0.016060 52418 train 0.018072 52419 train 0.018093 52420 train 0.015745 52421 train 0.021968 52422 train 0.015022 52423 train 0.017180 52424 train 0.016268 52425 val 19.8719 52425 train 0.017288 52426 train 0.014714 52427 train 0.019004 52428 train 0.017191 52429 train 0.021210 52430 train 0.017396 52431 train 0.017276 52432 train 0.015302 52433 train 0.018329 52434 train 0.018021 52435 train 0.017068 52436 train 0.014827 52437 train 0.015999 52438 train 0.013846 52439 train 0.016500 52440 train 0.017431 52441 train 0.016885 52442 train 0.018113 52443 train 0.014587 52444 train 0.015349 52445 train 0.017138 52446 train 0.017902 52447 train 0.016419 52448 train 0.016636 52449 train 0.020301 52450 val 19.8368 52450 train 0.019452 52451 train 0.016954 52452 train 0.015615 52453 train 0.015968 52454 train 0.020491 52455 train 0.015490 52456 train 0.017163 52457 train 0.018648 52458 train 0.016840 52459 train 0.018007 52460 train 0.017244 52461 train 0.017778 52462 train 0.014088 52463 train 0.019422 52464 train 0.015928 52465 train 0.019894 52466 train 0.016748 52467 train 0.018647 52468 train 0.017783 52469 train 0.015102 52470 train 0.014512 52471 train 0.015950 52472 train 0.015506 52473 train 0.014807 52474 train 0.016185 52475 val 19.8019 52475 train 0.019607 52476 train 0.019387 52477 train 0.018824 52478 train 0.017761 52479 train 0.015510 52480 train 0.014680 52481 train 0.016441 52482 train 0.017876 52483 train 0.015628 52484 train 0.015399 52485 train 0.024715 52486 train 0.018651 52487 train 0.019323 52488 train 0.017350 52489 train 0.015505 52490 train 0.023236 52491 train 0.017196 52492 train 0.019706 52493 train 0.014249 52494 train 0.013965 52495 train 0.020441 52496 train 0.015553 52497 train 0.022878 52498 train 0.015868 52499 train 0.017310 52500 val 19.8515 52500 train 0.016129 52501 train 0.017128 52502 train 0.016224 52503 train 0.019871 52504 train 0.015694 52505 train 0.016819 52506 train 0.018095 52507 train 0.017952 52508 train 0.014063 52509 train 0.014773 52510 train 0.016693 52511 train 0.022850 52512 train 0.016840 52513 train 0.019633 52514 train 0.015681 52515 train 0.016320 52516 train 0.015857 52517 train 0.017563 52518 train 0.016781 52519 train 0.017065 52520 train 0.018157 52521 train 0.024724 52522 train 0.019934 52523 train 0.018658 52524 train 0.017280 52525 val 19.8726 52525 train 0.017567 52526 train 0.025119 52527 train 0.018215 52528 train 0.016817 52529 train 0.017646 52530 train 0.016466 52531 train 0.018408 52532 train 0.013657 52533 train 0.020427 52534 train 0.020591 52535 train 0.016365 52536 train 0.016537 52537 train 0.015405 52538 train 0.016194 52539 train 0.022675 52540 train 0.017729 52541 train 0.014453 52542 train 0.019084 52543 train 0.017438 52544 train 0.015341 52545 train 0.015568 52546 train 0.018997 52547 train 0.017744 52548 train 0.015346 52549 train 0.017324 52550 val 19.8482 52550 train 0.018212 52551 train 0.017293 52552 train 0.017518 52553 train 0.019342 52554 train 0.013672 52555 train 0.015013 52556 train 0.019120 52557 train 0.018994 52558 train 0.019710 52559 train 0.017768 52560 train 0.017654 52561 train 0.018205 52562 train 0.021699 52563 train 0.017534 52564 train 0.017321 52565 train 0.016276 52566 train 0.022056 52567 train 0.016401 52568 train 0.013586 52569 train 0.019658 52570 train 0.019855 52571 train 0.018120 52572 train 0.018965 52573 train 0.016114 52574 train 0.014190 52575 val 19.8056 52575 train 0.016139 52576 train 0.015089 52577 train 0.016493 52578 train 0.019083 52579 train 0.018897 52580 train 0.018356 52581 train 0.017717 52582 train 0.017643 52583 train 0.015566 52584 train 0.015621 52585 train 0.019888 52586 train 0.016924 52587 train 0.017558 52588 train 0.016193 52589 train 0.017218 52590 train 0.016695 52591 train 0.015543 52592 train 0.019808 52593 train 0.019226 52594 train 0.015676 52595 train 0.015206 52596 train 0.015858 52597 train 0.016017 52598 train 0.021140 52599 train 0.017222 52600 val 19.8478 52600 train 0.015641 52601 train 0.016662 52602 train 0.019784 52603 train 0.018092 52604 train 0.014975 52605 train 0.016627 52606 train 0.019680 52607 train 0.018420 52608 train 0.016213 52609 train 0.013930 52610 train 0.017579 52611 train 0.017901 52612 train 0.016041 52613 train 0.015664 52614 train 0.016252 52615 train 0.017005 52616 train 0.019047 52617 train 0.015012 52618 train 0.017373 52619 train 0.013736 52620 train 0.015950 52621 train 0.015074 52622 train 0.018987 52623 train 0.018101 52624 train 0.019206 52625 val 19.9824 52625 train 0.017243 52626 train 0.017301 52627 train 0.016661 52628 train 0.017774 52629 train 0.023408 52630 train 0.015952 52631 train 0.016170 52632 train 0.016939 52633 train 0.017821 52634 train 0.024271 52635 train 0.018121 52636 train 0.017853 52637 train 0.017424 52638 train 0.018106 52639 train 0.015635 52640 train 0.015864 52641 train 0.017348 52642 train 0.017817 52643 train 0.016775 52644 train 0.016801 52645 train 0.014534 52646 train 0.016372 52647 train 0.015943 52648 train 0.017704 52649 train 0.017317 52650 val 19.8677 52650 train 0.016848 52651 train 0.020809 52652 train 0.016401 52653 train 0.016889 52654 train 0.016507 52655 train 0.015095 52656 train 0.017759 52657 train 0.014179 52658 train 0.017098 52659 train 0.015337 52660 train 0.016209 52661 train 0.015606 52662 train 0.017284 52663 train 0.016725 52664 train 0.015906 52665 train 0.017711 52666 train 0.016539 52667 train 0.016751 52668 train 0.018066 52669 train 0.015932 52670 train 0.037818 52671 train 0.016571 52672 train 0.020491 52673 train 0.021572 52674 train 0.018044 52675 val 19.8199 52675 train 0.017513 52676 train 0.016341 52677 train 0.015995 52678 train 0.019375 52679 train 0.018487 52680 train 0.016764 52681 train 0.014567 52682 train 0.014918 52683 train 0.016221 52684 train 0.018482 52685 train 0.017537 52686 train 0.016625 52687 train 0.018362 52688 train 0.018056 52689 train 0.017334 52690 train 0.017256 52691 train 0.016970 52692 train 0.017325 52693 train 0.018256 52694 train 0.023142 52695 train 0.016039 52696 train 0.018323 52697 train 0.016396 52698 train 0.017372 52699 train 0.016828 52700 val 19.8845 52700 train 0.017348 52701 train 0.017563 52702 train 0.017227 52703 train 0.017577 52704 train 0.015172 52705 train 0.014774 52706 train 0.024003 52707 train 0.015845 52708 train 0.020153 52709 train 0.018134 52710 train 0.019937 52711 train 0.020301 52712 train 0.021197 52713 train 0.016406 52714 train 0.016635 52715 train 0.016502 52716 train 0.017035 52717 train 0.015123 52718 train 0.016291 52719 train 0.014872 52720 train 0.017918 52721 train 0.018051 52722 train 0.016004 52723 train 0.018201 52724 train 0.016473 52725 val 19.8756 52725 train 0.015272 52726 train 0.018107 52727 train 0.014745 52728 train 0.015842 52729 train 0.017637 52730 train 0.015394 52731 train 0.014414 52732 train 0.015999 52733 train 0.018887 52734 train 0.017544 52735 train 0.014626 52736 train 0.015580 52737 train 0.015910 52738 train 0.014780 52739 train 0.019104 52740 train 0.013892 52741 train 0.016911 52742 train 0.016342 52743 train 0.013366 52744 train 0.018053 52745 train 0.016943 52746 train 0.012454 52747 train 0.013664 52748 train 0.017345 52749 train 0.014738 52750 val 19.9268 52750 train 0.015777 52751 train 0.015198 52752 train 0.018531 52753 train 0.016536 52754 train 0.014351 52755 train 0.015505 52756 train 0.025720 52757 train 0.018351 52758 train 0.015140 52759 train 0.014504 52760 train 0.015189 52761 train 0.016331 52762 train 0.015742 52763 train 0.013729 52764 train 0.014952 52765 train 0.016907 52766 train 0.013578 52767 train 0.014497 52768 train 0.014094 52769 train 0.017070 52770 train 0.014727 52771 train 0.013736 52772 train 0.020693 52773 train 0.016132 52774 train 0.016475 52775 val 19.8747 52775 train 0.020709 52776 train 0.014870 52777 train 0.015597 52778 train 0.015886 52779 train 0.016095 52780 train 0.018808 52781 train 0.016823 52782 train 0.016166 52783 train 0.016742 52784 train 0.019420 52785 train 0.014135 52786 train 0.015510 52787 train 0.015485 52788 train 0.016432 52789 train 0.015649 52790 train 0.015701 52791 train 0.017761 52792 train 0.017057 52793 train 0.015966 52794 train 0.016291 52795 train 0.016839 52796 train 0.014919 52797 train 0.019825 52798 train 0.015610 52799 train 0.016272 52800 val 19.8139 52800 train 0.016816 52801 train 0.016987 52802 train 0.016576 52803 train 0.013245 52804 train 0.016596 52805 train 0.017233 52806 train 0.016737 52807 train 0.016564 52808 train 0.023403 52809 train 0.013891 52810 train 0.017354 52811 train 0.017061 52812 train 0.016242 52813 train 0.016225 52814 train 0.015816 52815 train 0.018554 52816 train 0.018676 52817 train 0.016450 52818 train 0.014802 52819 train 0.017983 52820 train 0.020003 52821 train 0.016095 52822 train 0.014553 52823 train 0.015561 52824 train 0.019264 52825 val 19.8462 52825 train 0.018148 52826 train 0.019804 52827 train 0.015679 52828 train 0.016886 52829 train 0.017438 52830 train 0.015239 52831 train 0.015303 52832 train 0.015098 52833 train 0.016189 52834 train 0.015602 52835 train 0.015992 52836 train 0.019130 52837 train 0.018418 52838 train 0.013941 52839 train 0.014247 52840 train 0.015904 52841 train 0.016349 52842 train 0.015974 52843 train 0.015245 52844 train 0.021639 52845 train 0.014762 52846 train 0.017705 52847 train 0.016248 52848 train 0.015685 52849 train 0.016191 52850 val 19.8499 52850 train 0.014915 52851 train 0.016916 52852 train 0.015781 52853 train 0.016401 52854 train 0.015615 52855 train 0.016908 52856 train 0.018871 52857 train 0.016649 52858 train 0.015895 52859 train 0.014641 52860 train 0.018159 52861 train 0.016548 52862 train 0.017826 52863 train 0.016259 52864 train 0.019351 52865 train 0.018656 52866 train 0.014707 52867 train 0.014207 52868 train 0.014712 52869 train 0.015609 52870 train 0.014693 52871 train 0.014305 52872 train 0.016097 52873 train 0.017605 52874 train 0.014630 52875 val 19.9956 52875 train 0.015906 52876 train 0.015589 52877 train 0.016222 52878 train 0.017083 52879 train 0.015227 52880 train 0.019582 52881 train 0.014205 52882 train 0.014319 52883 train 0.019540 52884 train 0.017060 52885 train 0.015015 52886 train 0.016582 52887 train 0.016652 52888 train 0.016130 52889 train 0.016387 52890 train 0.017453 52891 train 0.016400 52892 train 0.017395 52893 train 0.014779 52894 train 0.016978 52895 train 0.020296 52896 train 0.022133 52897 train 0.017639 52898 train 0.017922 52899 train 0.019231 52900 val 19.9156 52900 train 0.020908 52901 train 0.016990 52902 train 0.016466 52903 train 0.015302 52904 train 0.015722 52905 train 0.020446 52906 train 0.016565 52907 train 0.013687 52908 train 0.021134 52909 train 0.013621 52910 train 0.018710 52911 train 0.016503 52912 train 0.016758 52913 train 0.015558 52914 train 0.017055 52915 train 0.016705 52916 train 0.015320 52917 train 0.015219 52918 train 0.015143 52919 train 0.018725 52920 train 0.015908 52921 train 0.016456 52922 train 0.019100 52923 train 0.015878 52924 train 0.015565 52925 val 19.8965 52925 train 0.014735 52926 train 0.017723 52927 train 0.016868 52928 train 0.017090 52929 train 0.013526 52930 train 0.015143 52931 train 0.018584 52932 train 0.017933 52933 train 0.016208 52934 train 0.017956 52935 train 0.015851 52936 train 0.038590 52937 train 0.015546 52938 train 0.016112 52939 train 0.018390 52940 train 0.016583 52941 train 0.017977 52942 train 0.016150 52943 train 0.015050 52944 train 0.018996 52945 train 0.015220 52946 train 0.018080 52947 train 0.017129 52948 train 0.015962 52949 train 0.016779 52950 val 19.8492 52950 train 0.015287 52951 train 0.017802 52952 train 0.017754 52953 train 0.015197 52954 train 0.016089 52955 train 0.017167 52956 train 0.017248 52957 train 0.016969 52958 train 0.016316 52959 train 0.014910 52960 train 0.014774 52961 train 0.017424 52962 train 0.018389 52963 train 0.020275 52964 train 0.016679 52965 train 0.014806 52966 train 0.016421 52967 train 0.018646 52968 train 0.015959 52969 train 0.014193 52970 train 0.015663 52971 train 0.016363 52972 train 0.020773 52973 train 0.015962 52974 train 0.016663 52975 val 19.8664 52975 train 0.014799 52976 train 0.018275 52977 train 0.015440 52978 train 0.015086 52979 train 0.014554 52980 train 0.016531 52981 train 0.016182 52982 train 0.016270 52983 train 0.014680 52984 train 0.015984 52985 train 0.016980 52986 train 0.015160 52987 train 0.019856 52988 train 0.023550 52989 train 0.015766 52990 train 0.017288 52991 train 0.016042 52992 train 0.015315 52993 train 0.018132 52994 train 0.016306 52995 train 0.014765 52996 train 0.014474 52997 train 0.016479 52998 train 0.016080 52999 train 0.017533 53000 val 19.8641 53000 train 0.024743 53001 train 0.015061 53002 train 0.016259 53003 train 0.019950 53004 train 0.016297 53005 train 0.016247 53006 train 0.014578 53007 train 0.022509 53008 train 0.019116 53009 train 0.018287 53010 train 0.017515 53011 train 0.013126 53012 train 0.016109 53013 train 0.014750 53014 train 0.016557 53015 train 0.016389 53016 train 0.013671 53017 train 0.015772 53018 train 0.018525 53019 train 0.016262 53020 train 0.016581 53021 train 0.017296 53022 train 0.014187 53023 train 0.022965 53024 train 0.016931 53025 val 19.8245 53025 train 0.015505 53026 train 0.015910 53027 train 0.015236 53028 train 0.014015 53029 train 0.017163 53030 train 0.014090 53031 train 0.015296 53032 train 0.013958 53033 train 0.016795 53034 train 0.016659 53035 train 0.016185 53036 train 0.022269 53037 train 0.014251 53038 train 0.015785 53039 train 0.017903 53040 train 0.018212 53041 train 0.015412 53042 train 0.017911 53043 train 0.018277 53044 train 0.016640 53045 train 0.018400 53046 train 0.015629 53047 train 0.015368 53048 train 0.014506 53049 train 0.016120 53050 val 19.8962 53050 train 0.018294 53051 train 0.017079 53052 train 0.016029 53053 train 0.017312 53054 train 0.016891 53055 train 0.013867 53056 train 0.015090 53057 train 0.015441 53058 train 0.014448 53059 train 0.018907 53060 train 0.016359 53061 train 0.018631 53062 train 0.016909 53063 train 0.015186 53064 train 0.015295 53065 train 0.017590 53066 train 0.015317 53067 train 0.019151 53068 train 0.015481 53069 train 0.015733 53070 train 0.015947 53071 train 0.014537 53072 train 0.023973 53073 train 0.014953 53074 train 0.017604 53075 val 19.8725 53075 train 0.014911 53076 train 0.018126 53077 train 0.015026 53078 train 0.014170 53079 train 0.017844 53080 train 0.014935 53081 train 0.016330 53082 train 0.015830 53083 train 0.015759 53084 train 0.016302 53085 train 0.015426 53086 train 0.017591 53087 train 0.033207 53088 train 0.021998 53089 train 0.017212 53090 train 0.018613 53091 train 0.016290 53092 train 0.014958 53093 train 0.014918 53094 train 0.017589 53095 train 0.020705 53096 train 0.016243 53097 train 0.018818 53098 train 0.017145 53099 train 0.017778 53100 val 19.9060 53100 train 0.016614 53101 train 0.015536 53102 train 0.012968 53103 train 0.014744 53104 train 0.015885 53105 train 0.017583 53106 train 0.014341 53107 train 0.016910 53108 train 0.015954 53109 train 0.015772 53110 train 0.015694 53111 train 0.017773 53112 train 0.020714 53113 train 0.016766 53114 train 0.015136 53115 train 0.014872 53116 train 0.014697 53117 train 0.017409 53118 train 0.017532 53119 train 0.016893 53120 train 0.016593 53121 train 0.015464 53122 train 0.017962 53123 train 0.023513 53124 train 0.018492 53125 val 19.8696 53125 train 0.018177 53126 train 0.022841 53127 train 0.017952 53128 train 0.015456 53129 train 0.015052 53130 train 0.016824 53131 train 0.016134 53132 train 0.017369 53133 train 0.017146 53134 train 0.015779 53135 train 0.018630 53136 train 0.016373 53137 train 0.015003 53138 train 0.012587 53139 train 0.015358 53140 train 0.014440 53141 train 0.017044 53142 train 0.016550 53143 train 0.015299 53144 train 0.017530 53145 train 0.015567 53146 train 0.017393 53147 train 0.015123 53148 train 0.016035 53149 train 0.017164 53150 val 19.8497 53150 train 0.015430 53151 train 0.014656 53152 train 0.018500 53153 train 0.015620 53154 train 0.016099 53155 train 0.015555 53156 train 0.016070 53157 train 0.015710 53158 train 0.014254 53159 train 0.016391 53160 train 0.017137 53161 train 0.016077 53162 train 0.019287 53163 train 0.016046 53164 train 0.014382 53165 train 0.015236 53166 train 0.015924 53167 train 0.016024 53168 train 0.015311 53169 train 0.018466 53170 train 0.014444 53171 train 0.015263 53172 train 0.014958 53173 train 0.014111 53174 train 0.014298 53175 val 19.8575 53175 train 0.014711 53176 train 0.015566 53177 train 0.016758 53178 train 0.016462 53179 train 0.015035 53180 train 0.016180 53181 train 0.016000 53182 train 0.018330 53183 train 0.015832 53184 train 0.014522 53185 train 0.014277 53186 train 0.015024 53187 train 0.014155 53188 train 0.013644 53189 train 0.014841 53190 train 0.014966 53191 train 0.017479 53192 train 0.023447 53193 train 0.017661 53194 train 0.014116 53195 train 0.017654 53196 train 0.017511 53197 train 0.018615 53198 train 0.016296 53199 train 0.018369 53200 val 19.8566 53200 train 0.015705 53201 train 0.015767 53202 train 0.017925 53203 train 0.017303 53204 train 0.017313 53205 train 0.014651 53206 train 0.014654 53207 train 0.014061 53208 train 0.015679 53209 train 0.016376 53210 train 0.013889 53211 train 0.015788 53212 train 0.017120 53213 train 0.014830 53214 train 0.017692 53215 train 0.016382 53216 train 0.015777 53217 train 0.014938 53218 train 0.017175 53219 train 0.014599 53220 train 0.014364 53221 train 0.016163 53222 train 0.015521 53223 train 0.015679 53224 train 0.014755 53225 val 19.8883 53225 train 0.015088 53226 train 0.015949 53227 train 0.019594 53228 train 0.018230 53229 train 0.014394 53230 train 0.015602 53231 train 0.013878 53232 train 0.016667 53233 train 0.018201 53234 train 0.015693 53235 train 0.017997 53236 train 0.015783 53237 train 0.015316 53238 train 0.016905 53239 train 0.015339 53240 train 0.017990 53241 train 0.018274 53242 train 0.018217 53243 train 0.015744 53244 train 0.014562 53245 train 0.016257 53246 train 0.015626 53247 train 0.015609 53248 train 0.015294 53249 train 0.017174 53250 val 19.9409 53250 train 0.018391 53251 train 0.017449 53252 train 0.014490 53253 train 0.015025 53254 train 0.017540 53255 train 0.018194 53256 train 0.016739 53257 train 0.015527 53258 train 0.017763 53259 train 0.015160 53260 train 0.014630 53261 train 0.016079 53262 train 0.016439 53263 train 0.022544 53264 train 0.017372 53265 train 0.014995 53266 train 0.015520 53267 train 0.017313 53268 train 0.014675 53269 train 0.015677 53270 train 0.014585 53271 train 0.018695 53272 train 0.018133 53273 train 0.017237 53274 train 0.017134 53275 val 19.8789 53275 train 0.015090 53276 train 0.017490 53277 train 0.020910 53278 train 0.018961 53279 train 0.018189 53280 train 0.015306 53281 train 0.014642 53282 train 0.017317 53283 train 0.016767 53284 train 0.017053 53285 train 0.014479 53286 train 0.015786 53287 train 0.014967 53288 train 0.015359 53289 train 0.017514 53290 train 0.016096 53291 train 0.017180 53292 train 0.015153 53293 train 0.016283 53294 train 0.018508 53295 train 0.013902 53296 train 0.016324 53297 train 0.014887 53298 train 0.017978 53299 train 0.018739 53300 val 19.9157 53300 train 0.016147 53301 train 0.017260 53302 train 0.018901 53303 train 0.017592 53304 train 0.014639 53305 train 0.015794 53306 train 0.016022 53307 train 0.017381 53308 train 0.016671 53309 train 0.017692 53310 train 0.017154 53311 train 0.014702 53312 train 0.015317 53313 train 0.021989 53314 train 0.016268 53315 train 0.020433 53316 train 0.018875 53317 train 0.015144 53318 train 0.021157 53319 train 0.017052 53320 train 0.019026 53321 train 0.014802 53322 train 0.016992 53323 train 0.015423 53324 train 0.015364 53325 val 19.8312 53325 train 0.017193 53326 train 0.018590 53327 train 0.018917 53328 train 0.016330 53329 train 0.016129 53330 train 0.016801 53331 train 0.015889 53332 train 0.016317 53333 train 0.017542 53334 train 0.013988 53335 train 0.016413 53336 train 0.018306 53337 train 0.018389 53338 train 0.020396 53339 train 0.022902 53340 train 0.014455 53341 train 0.016037 53342 train 0.016271 53343 train 0.013908 53344 train 0.017983 53345 train 0.017144 53346 train 0.017254 53347 train 0.014190 53348 train 0.015980 53349 train 0.016102 53350 val 19.8268 53350 train 0.017695 53351 train 0.016205 53352 train 0.015823 53353 train 0.015894 53354 train 0.017089 53355 train 0.021907 53356 train 0.019563 53357 train 0.018192 53358 train 0.016914 53359 train 0.015227 53360 train 0.015975 53361 train 0.019845 53362 train 0.026086 53363 train 0.015735 53364 train 0.016317 53365 train 0.015654 53366 train 0.017841 53367 train 0.016828 53368 train 0.015898 53369 train 0.016285 53370 train 0.014651 53371 train 0.015503 53372 train 0.016895 53373 train 0.015589 53374 train 0.018362 53375 val 19.9958 53375 train 0.018932 53376 train 0.015521 53377 train 0.016452 53378 train 0.016661 53379 train 0.016242 53380 train 0.015518 53381 train 0.015747 53382 train 0.015719 53383 train 0.014810 53384 train 0.014437 53385 train 0.014784 53386 train 0.017419 53387 train 0.013912 53388 train 0.016398 53389 train 0.015711 53390 train 0.017313 53391 train 0.022312 53392 train 0.017471 53393 train 0.015528 53394 train 0.016064 53395 train 0.015773 53396 train 0.016136 53397 train 0.018351 53398 train 0.020017 53399 train 0.017054 53400 val 19.8323 53400 train 0.029800 53401 train 0.018764 53402 train 0.014865 53403 train 0.014569 53404 train 0.016387 53405 train 0.014826 53406 train 0.015630 53407 train 0.013785 53408 train 0.017314 53409 train 0.016944 53410 train 0.020614 53411 train 0.019971 53412 train 0.015156 53413 train 0.015198 53414 train 0.014879 53415 train 0.015209 53416 train 0.016279 53417 train 0.015330 53418 train 0.016404 53419 train 0.015366 53420 train 0.015161 53421 train 0.014738 53422 train 0.014396 53423 train 0.015470 53424 train 0.016073 53425 val 19.8816 53425 train 0.015354 53426 train 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54069 train 0.015689 54070 train 0.016803 54071 train 0.027426 54072 train 0.014340 54073 train 0.018903 54074 train 0.014359 54075 val 19.9510 54075 train 0.016178 54076 train 0.017078 54077 train 0.017114 54078 train 0.017160 54079 train 0.014972 54080 train 0.015926 54081 train 0.017139 54082 train 0.015723 54083 train 0.013152 54084 train 0.022021 54085 train 0.016473 54086 train 0.012710 54087 train 0.018603 54088 train 0.014808 54089 train 0.015453 54090 train 0.015089 54091 train 0.012248 54092 train 0.015903 54093 train 0.015122 54094 train 0.015306 54095 train 0.012600 54096 train 0.013460 54097 train 0.015070 54098 train 0.014559 54099 train 0.015607 54100 val 19.9453 54100 train 0.014060 54101 train 0.014177 54102 train 0.013922 54103 train 0.014785 54104 train 0.013447 54105 train 0.018080 54106 train 0.018185 54107 train 0.021972 54108 train 0.014413 54109 train 0.015270 54110 train 0.014465 54111 train 0.016140 54112 train 0.013751 54113 train 0.014439 54114 train 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train 0.015380 54299 train 0.015198 54300 val 19.9223 54300 train 0.016038 54301 train 0.014006 54302 train 0.015120 54303 train 0.014103 54304 train 0.014070 54305 train 0.016421 54306 train 0.016317 54307 train 0.014611 54308 train 0.021331 54309 train 0.016274 54310 train 0.013883 54311 train 0.016096 54312 train 0.012704 54313 train 0.014791 54314 train 0.022446 54315 train 0.015535 54316 train 0.015381 54317 train 0.015781 54318 train 0.014157 54319 train 0.014309 54320 train 0.014225 54321 train 0.015342 54322 train 0.016189 54323 train 0.012902 54324 train 0.014473 54325 val 19.9704 54325 train 0.015466 54326 train 0.018454 54327 train 0.015694 54328 train 0.018235 54329 train 0.015523 54330 train 0.013731 54331 train 0.012586 54332 train 0.014040 54333 train 0.013681 54334 train 0.013752 54335 train 0.013032 54336 train 0.014451 54337 train 0.013342 54338 train 0.014217 54339 train 0.015272 54340 train 0.013362 54341 train 0.015637 54342 train 0.015333 54343 train 0.012779 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55169 train 0.012001 55170 train 0.012742 55171 train 0.013644 55172 train 0.015213 55173 train 0.016517 55174 train 0.015135 55175 val 19.9350 55175 train 0.014801 55176 train 0.015741 55177 train 0.014759 55178 train 0.014607 55179 train 0.016108 55180 train 0.015326 55181 train 0.016903 55182 train 0.015628 55183 train 0.013380 55184 train 0.014422 55185 train 0.015000 55186 train 0.015366 55187 train 0.014647 55188 train 0.014867 55189 train 0.015649 55190 train 0.014840 55191 train 0.013384 55192 train 0.014803 55193 train 0.018362 55194 train 0.015327 55195 train 0.019616 55196 train 0.017304 55197 train 0.018574 55198 train 0.012501 55199 train 0.019265 55200 val 19.9752 55200 train 0.016890 55201 train 0.020227 55202 train 0.017036 55203 train 0.014551 55204 train 0.015601 55205 train 0.013644 55206 train 0.014182 55207 train 0.012262 55208 train 0.013982 55209 train 0.016169 55210 train 0.015160 55211 train 0.015344 55212 train 0.013783 55213 train 0.014829 55214 train 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55306 train 0.013803 55307 train 0.016268 55308 train 0.015061 55309 train 0.015416 55310 train 0.020137 55311 train 0.016227 55312 train 0.016458 55313 train 0.016174 55314 train 0.014054 55315 train 0.016021 55316 train 0.013078 55317 train 0.014361 55318 train 0.015029 55319 train 0.013141 55320 train 0.016645 55321 train 0.015130 55322 train 0.014974 55323 train 0.013407 55324 train 0.013356 55325 val 19.9478 55325 train 0.015503 55326 train 0.015322 55327 train 0.016561 55328 train 0.014994 55329 train 0.011792 55330 train 0.012583 55331 train 0.019373 55332 train 0.016217 55333 train 0.018862 55334 train 0.014762 55335 train 0.013668 55336 train 0.013115 55337 train 0.012940 55338 train 0.018620 55339 train 0.016126 55340 train 0.015531 55341 train 0.015403 55342 train 0.015351 55343 train 0.017039 55344 train 0.015981 55345 train 0.015079 55346 train 0.022398 55347 train 0.012982 55348 train 0.016178 55349 train 0.019610 55350 val 19.9554 55350 train 0.014975 55351 train 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train 0.013452 55399 train 0.016180 55400 val 19.9352 55400 train 0.014625 55401 train 0.012200 55402 train 0.013930 55403 train 0.016350 55404 train 0.013974 55405 train 0.017604 55406 train 0.014783 55407 train 0.012658 55408 train 0.014043 55409 train 0.012967 55410 train 0.015797 55411 train 0.013692 55412 train 0.015599 55413 train 0.030410 55414 train 0.013302 55415 train 0.014311 55416 train 0.013219 55417 train 0.013336 55418 train 0.014872 55419 train 0.014641 55420 train 0.015564 55421 train 0.017192 55422 train 0.015108 55423 train 0.013860 55424 train 0.013697 55425 val 19.9759 55425 train 0.013400 55426 train 0.016528 55427 train 0.015166 55428 train 0.015573 55429 train 0.016470 55430 train 0.019077 55431 train 0.013112 55432 train 0.014494 55433 train 0.014752 55434 train 0.014104 55435 train 0.015492 55436 train 0.013862 55437 train 0.014828 55438 train 0.014242 55439 train 0.014521 55440 train 0.016239 55441 train 0.014572 55442 train 0.013007 55443 train 0.012997 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0.013430 55627 train 0.014490 55628 train 0.014894 55629 train 0.020459 55630 train 0.013800 55631 train 0.014795 55632 train 0.012721 55633 train 0.016012 55634 train 0.012621 55635 train 0.014696 55636 train 0.013004 55637 train 0.016133 55638 train 0.012376 55639 train 0.011574 55640 train 0.014455 55641 train 0.015970 55642 train 0.016216 55643 train 0.015136 55644 train 0.016392 55645 train 0.013043 55646 train 0.014527 55647 train 0.014487 55648 train 0.013239 55649 train 0.014735 55650 val 19.9382 55650 train 0.012893 55651 train 0.014258 55652 train 0.014411 55653 train 0.013326 55654 train 0.016777 55655 train 0.015530 55656 train 0.013700 55657 train 0.014298 55658 train 0.013081 55659 train 0.012659 55660 train 0.014831 55661 train 0.013211 55662 train 0.015765 55663 train 0.015792 55664 train 0.014253 55665 train 0.018997 55666 train 0.013483 55667 train 0.017312 55668 train 0.014446 55669 train 0.015618 55670 train 0.013717 55671 train 0.016002 55672 train 0.013887 55673 train 0.014431 55674 train 0.013070 55675 val 19.8830 55675 train 0.012280 55676 train 0.018894 55677 train 0.015738 55678 train 0.014242 55679 train 0.014542 55680 train 0.013654 55681 train 0.013448 55682 train 0.016717 55683 train 0.015525 55684 train 0.015034 55685 train 0.016029 55686 train 0.013236 55687 train 0.016405 55688 train 0.016185 55689 train 0.013553 55690 train 0.015163 55691 train 0.013409 55692 train 0.014507 55693 train 0.014006 55694 train 0.014392 55695 train 0.016989 55696 train 0.014991 55697 train 0.012721 55698 train 0.016654 55699 train 0.012572 55700 val 19.9258 55700 train 0.016741 55701 train 0.018885 55702 train 0.014727 55703 train 0.015333 55704 train 0.014758 55705 train 0.018111 55706 train 0.015217 55707 train 0.018836 55708 train 0.015600 55709 train 0.014389 55710 train 0.014200 55711 train 0.012707 55712 train 0.025298 55713 train 0.014222 55714 train 0.015091 55715 train 0.014106 55716 train 0.012812 55717 train 0.020205 55718 train 0.013900 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0.013172 55902 train 0.015469 55903 train 0.013329 55904 train 0.016116 55905 train 0.017448 55906 train 0.014884 55907 train 0.014094 55908 train 0.014154 55909 train 0.014951 55910 train 0.013765 55911 train 0.013971 55912 train 0.014994 55913 train 0.012578 55914 train 0.019043 55915 train 0.017390 55916 train 0.021560 55917 train 0.019350 55918 train 0.015775 55919 train 0.014340 55920 train 0.013874 55921 train 0.014942 55922 train 0.015369 55923 train 0.014097 55924 train 0.015095 55925 val 19.9217 55925 train 0.013852 55926 train 0.025640 55927 train 0.015770 55928 train 0.014954 55929 train 0.014537 55930 train 0.013797 55931 train 0.020459 55932 train 0.014523 55933 train 0.014131 55934 train 0.014396 55935 train 0.015577 55936 train 0.014002 55937 train 0.013624 55938 train 0.013170 55939 train 0.013926 55940 train 0.016082 55941 train 0.014314 55942 train 0.014208 55943 train 0.013213 55944 train 0.014000 55945 train 0.013974 55946 train 0.014021 55947 train 0.016325 55948 train 0.014317 55949 train 0.013013 55950 val 19.9831 55950 train 0.017090 55951 train 0.014716 55952 train 0.021965 55953 train 0.012717 55954 train 0.018131 55955 train 0.015781 55956 train 0.014710 55957 train 0.014561 55958 train 0.015357 55959 train 0.013035 55960 train 0.012832 55961 train 0.013080 55962 train 0.021756 55963 train 0.015419 55964 train 0.014140 55965 train 0.012587 55966 train 0.016600 55967 train 0.013931 55968 train 0.012642 55969 train 0.012218 55970 train 0.015605 55971 train 0.014653 55972 train 0.015431 55973 train 0.014143 55974 train 0.014702 55975 val 19.9868 55975 train 0.013775 55976 train 0.016676 55977 train 0.013960 55978 train 0.013650 55979 train 0.012008 55980 train 0.014275 55981 train 0.014367 55982 train 0.013362 55983 train 0.015570 55984 train 0.014051 55985 train 0.012533 55986 train 0.015451 55987 train 0.015314 55988 train 0.023585 55989 train 0.012505 55990 train 0.015894 55991 train 0.012962 55992 train 0.015361 55993 train 0.013467 55994 train 0.016482 55995 train 0.013537 55996 train 0.014464 55997 train 0.015406 55998 train 0.015205 55999 train 0.013508 56000 val 19.8740 56000 train 0.013116 56001 train 0.012888 56002 train 0.013852 56003 train 0.012982 56004 train 0.012382 56005 train 0.013756 56006 train 0.015420 56007 train 0.015264 56008 train 0.012416 56009 train 0.012176 56010 train 0.014686 56011 train 0.014026 56012 train 0.018787 56013 train 0.015885 56014 train 0.011911 56015 train 0.012653 56016 train 0.014336 56017 train 0.013056 56018 train 0.012462 56019 train 0.012380 56020 train 0.013658 56021 train 0.012701 56022 train 0.016036 56023 train 0.014264 56024 train 0.014536 56025 val 19.9496 56025 train 0.011499 56026 train 0.015186 56027 train 0.014190 56028 train 0.014378 56029 train 0.014542 56030 train 0.014056 56031 train 0.014411 56032 train 0.012213 56033 train 0.013438 56034 train 0.012576 56035 train 0.015846 56036 train 0.014529 56037 train 0.014360 56038 train 0.013772 56039 train 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train 0.017741 56086 train 0.011701 56087 train 0.012417 56088 train 0.014603 56089 train 0.014519 56090 train 0.013228 56091 train 0.013124 56092 train 0.013476 56093 train 0.015409 56094 train 0.016706 56095 train 0.013112 56096 train 0.015309 56097 train 0.017034 56098 train 0.016511 56099 train 0.014035 56100 val 19.9420 56100 train 0.015599 56101 train 0.015319 56102 train 0.013678 56103 train 0.016461 56104 train 0.015086 56105 train 0.015685 56106 train 0.014227 56107 train 0.014667 56108 train 0.012096 56109 train 0.013457 56110 train 0.012919 56111 train 0.015379 56112 train 0.014486 56113 train 0.012420 56114 train 0.016742 56115 train 0.013830 56116 train 0.024599 56117 train 0.012319 56118 train 0.013169 56119 train 0.020063 56120 train 0.026821 56121 train 0.012573 56122 train 0.012885 56123 train 0.012432 56124 train 0.015691 56125 val 19.9680 56125 train 0.014058 56126 train 0.012978 56127 train 0.015570 56128 train 0.014515 56129 train 0.015762 56130 train 0.013948 56131 train 0.013721 56132 train 0.014111 56133 train 0.028454 56134 train 0.014101 56135 train 0.015785 56136 train 0.015241 56137 train 0.014630 56138 train 0.013321 56139 train 0.014662 56140 train 0.015414 56141 train 0.013175 56142 train 0.013908 56143 train 0.012831 56144 train 0.013554 56145 train 0.013220 56146 train 0.013006 56147 train 0.015095 56148 train 0.016814 56149 train 0.013715 56150 val 19.9900 56150 train 0.016363 56151 train 0.014479 56152 train 0.017401 56153 train 0.013429 56154 train 0.011773 56155 train 0.020038 56156 train 0.017169 56157 train 0.014210 56158 train 0.013520 56159 train 0.014596 56160 train 0.014807 56161 train 0.012067 56162 train 0.013396 56163 train 0.014415 56164 train 0.014314 56165 train 0.014742 56166 train 0.011485 56167 train 0.014670 56168 train 0.013368 56169 train 0.019157 56170 train 0.013921 56171 train 0.014758 56172 train 0.016174 56173 train 0.013368 56174 train 0.014678 56175 val 19.9481 56175 train 0.015018 56176 train 0.014182 56177 train 0.012593 56178 train 0.015344 56179 train 0.012638 56180 train 0.013818 56181 train 0.016797 56182 train 0.013563 56183 train 0.015012 56184 train 0.013489 56185 train 0.014742 56186 train 0.014795 56187 train 0.014034 56188 train 0.014189 56189 train 0.011475 56190 train 0.012793 56191 train 0.016848 56192 train 0.014123 56193 train 0.015419 56194 train 0.015202 56195 train 0.015719 56196 train 0.013268 56197 train 0.015967 56198 train 0.012766 56199 train 0.013098 56200 val 19.9755 56200 train 0.013600 56201 train 0.015337 56202 train 0.011831 56203 train 0.012754 56204 train 0.013844 56205 train 0.014998 56206 train 0.013662 56207 train 0.014143 56208 train 0.015574 56209 train 0.013559 56210 train 0.013245 56211 train 0.014046 56212 train 0.012997 56213 train 0.013564 56214 train 0.014498 56215 train 0.013507 56216 train 0.013588 56217 train 0.025287 56218 train 0.013300 56219 train 0.014706 56220 train 0.014147 56221 train 0.014857 56222 train 0.015874 56223 train 0.019443 56224 train 0.011757 56225 val 19.9650 56225 train 0.015343 56226 train 0.013948 56227 train 0.012462 56228 train 0.013153 56229 train 0.014917 56230 train 0.016520 56231 train 0.014031 56232 train 0.013854 56233 train 0.039596 56234 train 0.014457 56235 train 0.013059 56236 train 0.015858 56237 train 0.016336 56238 train 0.013766 56239 train 0.015406 56240 train 0.015933 56241 train 0.014462 56242 train 0.013763 56243 train 0.014837 56244 train 0.016644 56245 train 0.016868 56246 train 0.015688 56247 train 0.013460 56248 train 0.013987 56249 train 0.013323 56250 val 19.9669 56250 train 0.015948 56251 train 0.013163 56252 train 0.014719 56253 train 0.045103 56254 train 0.014248 56255 train 0.016377 56256 train 0.015840 56257 train 0.014707 56258 train 0.015039 56259 train 0.014270 56260 train 0.012723 56261 train 0.014683 56262 train 0.014802 56263 train 0.013424 56264 train 0.013448 56265 train 0.014702 56266 train 0.016081 56267 train 0.013412 56268 train 0.015449 56269 train 0.028247 56270 train 0.015324 56271 train 0.014124 56272 train 0.017724 56273 train 0.015389 56274 train 0.016263 56275 val 19.9049 56275 train 0.013002 56276 train 0.013174 56277 train 0.011543 56278 train 0.015304 56279 train 0.013561 56280 train 0.014039 56281 train 0.014466 56282 train 0.013743 56283 train 0.016489 56284 train 0.013738 56285 train 0.013788 56286 train 0.013976 56287 train 0.014218 56288 train 0.014876 56289 train 0.021521 56290 train 0.013771 56291 train 0.015616 56292 train 0.013438 56293 train 0.014550 56294 train 0.013126 56295 train 0.015183 56296 train 0.013128 56297 train 0.014055 56298 train 0.012764 56299 train 0.012640 56300 val 19.9613 56300 train 0.012980 56301 train 0.012541 56302 train 0.014577 56303 train 0.014059 56304 train 0.014012 56305 train 0.021977 56306 train 0.013718 56307 train 0.015205 56308 train 0.013780 56309 train 0.012500 56310 train 0.012255 56311 train 0.013285 56312 train 0.013622 56313 train 0.010145 56314 train 0.013458 56315 train 0.010741 56316 train 0.012094 56317 train 0.013884 56318 train 0.013576 56319 train 0.013409 56320 train 0.013699 56321 train 0.014179 56322 train 0.014062 56323 train 0.012032 56324 train 0.012721 56325 val 19.8750 56325 train 0.017106 56326 train 0.015212 56327 train 0.010674 56328 train 0.011920 56329 train 0.015502 56330 train 0.011437 56331 train 0.014579 56332 train 0.013096 56333 train 0.012637 56334 train 0.012969 56335 train 0.010881 56336 train 0.012878 56337 train 0.013369 56338 train 0.012467 56339 train 0.013818 56340 train 0.013383 56341 train 0.013377 56342 train 0.014415 56343 train 0.013060 56344 train 0.013501 56345 train 0.013613 56346 train 0.012317 56347 train 0.013687 56348 train 0.015351 56349 train 0.012400 56350 val 19.9707 56350 train 0.014545 56351 train 0.014563 56352 train 0.012134 56353 train 0.012652 56354 train 0.012222 56355 train 0.013759 56356 train 0.014693 56357 train 0.017272 56358 train 0.015017 56359 train 0.013297 56360 train 0.014312 56361 train 0.015147 56362 train 0.014685 56363 train 0.015030 56364 train 0.014733 56365 train 0.017403 56366 train 0.012449 56367 train 0.015554 56368 train 0.019815 56369 train 0.012758 56370 train 0.016491 56371 train 0.014302 56372 train 0.015803 56373 train 0.017373 56374 train 0.013195 56375 val 19.9778 56375 train 0.016132 56376 train 0.015629 56377 train 0.012875 56378 train 0.015942 56379 train 0.015231 56380 train 0.013692 56381 train 0.012917 56382 train 0.012532 56383 train 0.013610 56384 train 0.014192 56385 train 0.011733 56386 train 0.016661 56387 train 0.016185 56388 train 0.011913 56389 train 0.012572 56390 train 0.015520 56391 train 0.012724 56392 train 0.018652 56393 train 0.015490 56394 train 0.016181 56395 train 0.013484 56396 train 0.015176 56397 train 0.016591 56398 train 0.013705 56399 train 0.013788 56400 val 19.9108 56400 train 0.014427 56401 train 0.015725 56402 train 0.016148 56403 train 0.017160 56404 train 0.016743 56405 train 0.015477 56406 train 0.016803 56407 train 0.014809 56408 train 0.018552 56409 train 0.015828 56410 train 0.014618 56411 train 0.014821 56412 train 0.015515 56413 train 0.017931 56414 train 0.017583 56415 train 0.013420 56416 train 0.014709 56417 train 0.012858 56418 train 0.013674 56419 train 0.013542 56420 train 0.014830 56421 train 0.011176 56422 train 0.014656 56423 train 0.014991 56424 train 0.013696 56425 val 19.9216 56425 train 0.014549 56426 train 0.013815 56427 train 0.014363 56428 train 0.014648 56429 train 0.015215 56430 train 0.017560 56431 train 0.013295 56432 train 0.014435 56433 train 0.013565 56434 train 0.011474 56435 train 0.013321 56436 train 0.015161 56437 train 0.012765 56438 train 0.013888 56439 train 0.013719 56440 train 0.012853 56441 train 0.016903 56442 train 0.013882 56443 train 0.012925 56444 train 0.018007 56445 train 0.014272 56446 train 0.013133 56447 train 0.015537 56448 train 0.014050 56449 train 0.014326 56450 val 19.8939 56450 train 0.015547 56451 train 0.011787 56452 train 0.012535 56453 train 0.012415 56454 train 0.012324 56455 train 0.013081 56456 train 0.014782 56457 train 0.014408 56458 train 0.014820 56459 train 0.015407 56460 train 0.013084 56461 train 0.013194 56462 train 0.014317 56463 train 0.013643 56464 train 0.013894 56465 train 0.017943 56466 train 0.020357 56467 train 0.013122 56468 train 0.013786 56469 train 0.011618 56470 train 0.013799 56471 train 0.012312 56472 train 0.012457 56473 train 0.013698 56474 train 0.012683 56475 val 19.8698 56475 train 0.013341 56476 train 0.013763 56477 train 0.013154 56478 train 0.014946 56479 train 0.015529 56480 train 0.017811 56481 train 0.013655 56482 train 0.012977 56483 train 0.014075 56484 train 0.012397 56485 train 0.014164 56486 train 0.013567 56487 train 0.013187 56488 train 0.015855 56489 train 0.013893 56490 train 0.012846 56491 train 0.014382 56492 train 0.013615 56493 train 0.013599 56494 train 0.012967 56495 train 0.014686 56496 train 0.014487 56497 train 0.015376 56498 train 0.017082 56499 train 0.013419 56500 val 19.9928 56500 train 0.014236 56501 train 0.017455 56502 train 0.016999 56503 train 0.015948 56504 train 0.013784 56505 train 0.015994 56506 train 0.013955 56507 train 0.015510 56508 train 0.013086 56509 train 0.012721 56510 train 0.014892 56511 train 0.013044 56512 train 0.014411 56513 train 0.014324 56514 train 0.013344 56515 train 0.013388 56516 train 0.016571 56517 train 0.012767 56518 train 0.012524 56519 train 0.014268 56520 train 0.012732 56521 train 0.015884 56522 train 0.016831 56523 train 0.015310 56524 train 0.016216 56525 val 19.9785 56525 train 0.015581 56526 train 0.015043 56527 train 0.014246 56528 train 0.015830 56529 train 0.011540 56530 train 0.011315 56531 train 0.013311 56532 train 0.013182 56533 train 0.013833 56534 train 0.013488 56535 train 0.012812 56536 train 0.011980 56537 train 0.014756 56538 train 0.015550 56539 train 0.016877 56540 train 0.012436 56541 train 0.014582 56542 train 0.012990 56543 train 0.012300 56544 train 0.011951 56545 train 0.018576 56546 train 0.013592 56547 train 0.012716 56548 train 0.012486 56549 train 0.012462 56550 val 19.8482 56550 train 0.013077 56551 train 0.013821 56552 train 0.013784 56553 train 0.015693 56554 train 0.012157 56555 train 0.014872 56556 train 0.012600 56557 train 0.011691 56558 train 0.014222 56559 train 0.013687 56560 train 0.014939 56561 train 0.015048 56562 train 0.014461 56563 train 0.016414 56564 train 0.015654 56565 train 0.012700 56566 train 0.012017 56567 train 0.012732 56568 train 0.014997 56569 train 0.011859 56570 train 0.013158 56571 train 0.014277 56572 train 0.013886