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770 train 5.057816 771 train 5.223972 772 train 5.190977 773 train 5.235517 774 train 5.256617 775 val 5.8352 775 train 5.257141 776 train 5.274685 777 train 5.188303 778 train 5.214712 779 train 5.315701 780 train 5.126215 781 train 5.194761 782 train 5.221467 783 train 5.306904 784 train 5.259274 785 train 5.173384 786 train 5.176912 787 train 5.056771 788 train 5.204998 789 train 5.133386 790 train 5.213623 791 train 5.236251 792 train 5.250271 793 train 5.276574 794 train 5.216286 795 train 5.150958 796 train 5.154932 797 train 5.168407 798 train 5.130406 799 train 4.993291 800 val 5.8671 800 train 5.017942 801 train 5.124097 802 train 5.148295 803 train 5.045137 804 train 5.089852 805 train 4.987301 806 train 4.953289 807 train 5.096493 808 train 5.051438 809 train 5.118277 810 train 5.145090 811 train 5.156995 812 train 5.160915 813 train 5.124733 814 train 5.129501 815 train 5.189030 816 train 5.055912 817 train 5.119779 818 train 5.118270 819 train 5.163539 820 train 5.145630 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872 train 4.840597 873 train 4.945472 874 train 4.963428 875 val 6.1191 875 train 4.893538 876 train 4.977446 877 train 4.822608 878 train 4.795692 879 train 4.924987 880 train 4.893354 881 train 4.926821 882 train 4.939558 883 train 4.994695 884 train 4.978137 885 train 4.915875 886 train 4.962628 887 train 4.984623 888 train 4.868144 889 train 4.927334 890 train 4.925359 891 train 4.962832 892 train 4.936485 893 train 4.886441 894 train 4.856015 895 train 4.775284 896 train 4.832650 897 train 4.750577 898 train 4.901879 899 train 4.929020 900 val 6.2060 900 train 5.005072 901 train 4.997313 902 train 4.914693 903 train 4.852847 904 train 4.851034 905 train 4.829198 906 train 4.799338 907 train 4.663799 908 train 4.713885 909 train 4.838120 910 train 4.850368 911 train 4.780025 912 train 4.848699 913 train 4.716498 914 train 4.687106 915 train 4.827330 916 train 4.775877 917 train 4.843076 918 train 4.832790 919 train 4.859440 920 train 4.910473 921 train 4.821918 922 train 4.824972 923 train 4.863610 924 train 4.768741 925 val 6.1924 925 train 4.810717 926 train 4.803394 927 train 4.893294 928 train 4.845257 929 train 4.848369 930 train 4.743729 931 train 4.702636 932 train 4.739192 933 train 4.648090 934 train 4.794164 935 train 4.821918 936 train 4.874901 937 train 4.846722 938 train 4.829772 939 train 4.740741 940 train 4.812385 941 train 4.738781 942 train 4.749652 943 train 4.568514 944 train 4.611821 945 train 4.713763 946 train 4.763857 947 train 4.716908 948 train 4.769946 949 train 4.592935 950 val 6.2204 950 train 4.583184 951 train 4.784861 952 train 4.677629 953 train 4.738183 954 train 4.755160 955 train 4.799280 956 train 4.791974 957 train 4.686131 958 train 4.719437 959 train 4.793027 960 train 4.667580 961 train 4.693194 962 train 4.724712 963 train 4.751005 964 train 4.794817 965 train 4.710109 966 train 4.711073 967 train 4.594273 968 train 4.711884 969 train 4.624912 970 train 4.716327 971 train 4.735793 972 train 4.781104 973 train 4.783958 974 train 4.712647 975 val 6.3385 975 train 4.663562 976 train 4.651391 977 train 4.662370 978 train 4.583684 979 train 4.484325 980 train 4.517867 981 train 4.675643 982 train 4.695951 983 train 4.621113 984 train 4.691827 985 train 4.557671 986 train 4.498809 987 train 4.690649 988 train 4.630320 989 train 4.646963 990 train 4.661722 991 train 4.681249 992 train 4.694579 993 train 4.606829 994 train 4.630630 995 train 4.691198 996 train 4.574369 997 train 4.631615 998 train 4.587671 999 train 4.685981 1000 val 6.3734 1000 train 4.647550 1001 train 4.556427 1002 train 4.576572 1003 train 4.513296 1004 train 4.560179 1005 train 4.500093 1006 train 4.610142 1007 train 4.614305 1008 train 4.667043 1009 train 4.653053 1010 train 4.606705 1011 train 4.527274 1012 train 4.542024 1013 train 4.507367 1014 train 4.476172 1015 train 4.353914 1016 train 4.399406 1017 train 4.532317 1018 train 4.513806 1019 train 4.436781 1020 train 4.530750 1021 train 4.383034 1022 train 4.369783 1023 train 4.557648 1024 train 4.469002 1025 val 6.4066 1025 train 4.537192 1026 train 4.530063 1027 train 4.541437 1028 train 4.557826 1029 train 4.475503 1030 train 4.489316 1031 train 4.564379 1032 train 4.456157 1033 train 4.499060 1034 train 4.475127 1035 train 4.524894 1036 train 4.542764 1037 train 4.466054 1038 train 4.392639 1039 train 4.360273 1040 train 4.437526 1041 train 4.370069 1042 train 4.489585 1043 train 4.467996 1044 train 4.525647 1045 train 4.522776 1046 train 4.536651 1047 train 4.442018 1048 train 4.407850 1049 train 4.366132 1050 val 6.6107 1050 train 4.308873 1051 train 4.227334 1052 train 4.243232 1053 train 4.361511 1054 train 4.339942 1055 train 4.313765 1056 train 4.400239 1057 train 4.274793 1058 train 4.252577 1059 train 4.434633 1060 train 4.381605 1061 train 4.406990 1062 train 4.430339 1063 train 4.417317 1064 train 4.402530 1065 train 4.334555 1066 train 4.339571 1067 train 4.395359 1068 train 4.299438 1069 train 4.328401 1070 train 4.294512 1071 train 4.381089 1072 train 4.347090 1073 train 4.290004 1074 train 4.377112 1075 val 6.6382 1075 train 4.241131 1076 train 4.296179 1077 train 4.241765 1078 train 4.332897 1079 train 4.333555 1080 train 4.378631 1081 train 4.354729 1082 train 4.329633 1083 train 4.254084 1084 train 4.284515 1085 train 4.202388 1086 train 4.170059 1087 train 4.090811 1088 train 4.085210 1089 train 4.219930 1090 train 4.187371 1091 train 4.152008 1092 train 4.226951 1093 train 4.102227 1094 train 4.094500 1095 train 4.290812 1096 train 4.213825 1097 train 4.246649 1098 train 4.275712 1099 train 4.263512 1100 val 6.7121 1100 train 4.292228 1101 train 4.204133 1102 train 4.198690 1103 train 4.252883 1104 train 4.162853 1105 train 4.179679 1106 train 4.125461 1107 train 4.171970 1108 train 4.183509 1109 train 4.134934 1110 train 4.220229 1111 train 4.106894 1112 train 4.160430 1113 train 4.085289 1114 train 4.221135 1115 train 4.239737 1116 train 4.200122 1117 train 4.174461 1118 train 4.174271 1119 train 4.090677 1120 train 4.092078 1121 train 4.071746 1122 train 3.979983 1123 train 3.899436 1124 train 3.912472 1125 val 6.9733 1125 train 4.004380 1126 train 3.986730 1127 train 3.956696 1128 train 4.015559 1129 train 3.947832 1130 train 3.915839 1131 train 4.119707 1132 train 4.047774 1133 train 4.102206 1134 train 4.104708 1135 train 4.088921 1136 train 4.103255 1137 train 4.063525 1138 train 4.062561 1139 train 4.114565 1140 train 4.003980 1141 train 4.046525 1142 train 4.005550 1143 train 4.073765 1144 train 3.998422 1145 train 3.982866 1146 train 4.026174 1147 train 3.946773 1148 train 3.962487 1149 train 3.900101 1150 val 6.9864 1150 train 4.048888 1151 train 4.064864 1152 train 4.124528 1153 train 4.069530 1154 train 4.004122 1155 train 3.974407 1156 train 3.979890 1157 train 3.911268 1158 train 3.861397 1159 train 3.806534 1160 train 3.780376 1161 train 3.896288 1162 train 3.844891 1163 train 3.843129 1164 train 3.955858 1165 train 3.856972 1166 train 3.812611 1167 train 3.986037 1168 train 3.935626 1169 train 3.972593 1170 train 4.020612 1171 train 4.033218 1172 train 4.039244 1173 train 3.915081 1174 train 3.932198 1175 val 7.0304 1175 train 3.986338 1176 train 3.888072 1177 train 3.933368 1178 train 3.875952 1179 train 3.935359 1180 train 3.899343 1181 train 3.826444 1182 train 3.826962 1183 train 3.779930 1184 train 3.819029 1185 train 3.757239 1186 train 3.911493 1187 train 3.899605 1188 train 3.928896 1189 train 3.907629 1190 train 3.933504 1191 train 3.844442 1192 train 3.806085 1193 train 3.823047 1194 train 3.784813 1195 train 3.665667 1196 train 3.673345 1197 train 3.802380 1198 train 3.748708 1199 train 3.714067 1200 val 7.3609 1200 train 3.835059 1201 train 3.704250 1202 train 3.648905 1203 train 3.835917 1204 train 3.811047 1205 train 3.845490 1206 train 3.896703 1207 train 3.876737 1208 train 3.892922 1209 train 3.822967 1210 train 3.784652 1211 train 3.812415 1212 train 3.772695 1213 train 3.792124 1214 train 3.700013 1215 train 3.783455 1216 train 3.756891 1217 train 3.676881 1218 train 3.654821 1219 train 3.619588 1220 train 3.674524 1221 train 3.604305 1222 train 3.784213 1223 train 3.734284 1224 train 3.771016 1225 val 7.4022 1225 train 3.741346 1226 train 3.722833 1227 train 3.653495 1228 train 3.628864 1229 train 3.636419 1230 train 3.569429 1231 train 3.464090 1232 train 3.469619 1233 train 3.671306 1234 train 3.558240 1235 train 3.527826 1236 train 3.621073 1237 train 3.544962 1238 train 3.512854 1239 train 3.675159 1240 train 3.630117 1241 train 3.639729 1242 train 3.686663 1243 train 3.718332 1244 train 3.727052 1245 train 3.650572 1246 train 3.642882 1247 train 3.696685 1248 train 3.586217 1249 train 3.587363 1250 val 7.4337 1250 train 3.544009 1251 train 3.602612 1252 train 3.573080 1253 train 3.515304 1254 train 3.485910 1255 train 3.452953 1256 train 3.480803 1257 train 3.466074 1258 train 3.548702 1259 train 3.529877 1260 train 3.547022 1261 train 3.502491 1262 train 3.496534 1263 train 3.475770 1264 train 3.423759 1265 train 3.419412 1266 train 3.360545 1267 train 3.325776 1268 train 3.283863 1269 train 3.466297 1270 train 3.385378 1271 train 3.347976 1272 train 3.462969 1273 train 3.379535 1274 train 3.293065 1275 val 7.6074 1275 train 3.479511 1276 train 3.441493 1277 train 3.465403 1278 train 3.509183 1279 train 3.514088 1280 train 3.488545 1281 train 3.462992 1282 train 3.452144 1283 train 3.504869 1284 train 3.414043 1285 train 3.389677 1286 train 3.344111 1287 train 3.417828 1288 train 3.416049 1289 train 3.352310 1290 train 3.321320 1291 train 3.244135 1292 train 3.270301 1293 train 3.235579 1294 train 3.335558 1295 train 3.302087 1296 train 3.389001 1297 train 3.349840 1298 train 3.329326 1299 train 3.296550 1300 val 7.7781 1300 train 3.264853 1301 train 3.285593 1302 train 3.236885 1303 train 3.189173 1304 train 3.156792 1305 train 3.376414 1306 train 3.240146 1307 train 3.238596 1308 train 3.406780 1309 train 3.276065 1310 train 3.173551 1311 train 3.365885 1312 train 3.313450 1313 train 3.306333 1314 train 3.339629 1315 train 3.337430 1316 train 3.280747 1317 train 3.263888 1318 train 3.227560 1319 train 3.287400 1320 train 3.239827 1321 train 3.248849 1322 train 3.196249 1323 train 3.240688 1324 train 3.225502 1325 val 7.7643 1325 train 3.167453 1326 train 3.164944 1327 train 3.139123 1328 train 3.148917 1329 train 3.075866 1330 train 3.184089 1331 train 3.152625 1332 train 3.252063 1333 train 3.188440 1334 train 3.168242 1335 train 3.113395 1336 train 3.114081 1337 train 3.129641 1338 train 3.057125 1339 train 3.010085 1340 train 3.021269 1341 train 3.257744 1342 train 3.082602 1343 train 3.094705 1344 train 3.287403 1345 train 3.173100 1346 train 3.023060 1347 train 3.246832 1348 train 3.168988 1349 train 3.154720 1350 val 7.9001 1350 train 3.206625 1351 train 3.145165 1352 train 3.119632 1353 train 3.085557 1354 train 3.054191 1355 train 3.125121 1356 train 3.059370 1357 train 3.031520 1358 train 3.012848 1359 train 3.072910 1360 train 3.047378 1361 train 2.976120 1362 train 2.985703 1363 train 2.963646 1364 train 3.010233 1365 train 2.970853 1366 train 3.065026 1367 train 3.029203 1368 train 3.137075 1369 train 3.070918 1370 train 3.056774 1371 train 2.984894 1372 train 2.961587 1373 train 2.978668 1374 train 2.881739 1375 val 8.0387 1375 train 2.836984 1376 train 2.845195 1377 train 3.096406 1378 train 2.934347 1379 train 2.931468 1380 train 3.145885 1381 train 3.028282 1382 train 2.856670 1383 train 3.106742 1384 train 3.022716 1385 train 3.004455 1386 train 3.053308 1387 train 3.015376 1388 train 3.004365 1389 train 2.958528 1390 train 2.921055 1391 train 2.977930 1392 train 2.928507 1393 train 2.924688 1394 train 2.846626 1395 train 2.903242 1396 train 2.873094 1397 train 2.846002 1398 train 2.843741 1399 train 2.803432 1400 val 8.1986 1400 train 2.847582 1401 train 2.821574 1402 train 2.931122 1403 train 2.901480 1404 train 2.973055 1405 train 2.918054 1406 train 2.918823 1407 train 2.851134 1408 train 2.833156 1409 train 2.852111 1410 train 2.747737 1411 train 2.686037 1412 train 2.700377 1413 train 2.941530 1414 train 2.765294 1415 train 2.814643 1416 train 2.994609 1417 train 2.852496 1418 train 2.681228 1419 train 2.914167 1420 train 2.835983 1421 train 2.831299 1422 train 2.876862 1423 train 2.811087 1424 train 2.824359 1425 val 8.3077 1425 train 2.783220 1426 train 2.742319 1427 train 2.813989 1428 train 2.732727 1429 train 2.732637 1430 train 2.682606 1431 train 2.736251 1432 train 2.719496 1433 train 2.651810 1434 train 2.658818 1435 train 2.593747 1436 train 2.648283 1437 train 2.629330 1438 train 2.763183 1439 train 2.714789 1440 train 2.762174 1441 train 2.722084 1442 train 2.730632 1443 train 2.640844 1444 train 2.627194 1445 train 2.688587 1446 train 2.581983 1447 train 2.553818 1448 train 2.509446 1449 train 2.766366 1450 val 8.3723 1450 train 2.579160 1451 train 2.639812 1452 train 2.854038 1453 train 2.718076 1454 train 2.561919 1455 train 2.785619 1456 train 2.677017 1457 train 2.662438 1458 train 2.729178 1459 train 2.682454 1460 train 2.649514 1461 train 2.597874 1462 train 2.550128 1463 train 2.607436 1464 train 2.542058 1465 train 2.571413 1466 train 2.496992 1467 train 2.527124 1468 train 2.518036 1469 train 2.442136 1470 train 2.473169 1471 train 2.405334 1472 train 2.452041 1473 train 2.425576 1474 train 2.568467 1475 val 8.7016 1475 train 2.511548 1476 train 2.593297 1477 train 2.558637 1478 train 2.532232 1479 train 2.443035 1480 train 2.429291 1481 train 2.531534 1482 train 2.413787 1483 train 2.403367 1484 train 2.357443 1485 train 2.628257 1486 train 2.424170 1487 train 2.459596 1488 train 2.664666 1489 train 2.519038 1490 train 2.363766 1491 train 2.618018 1492 train 2.499529 1493 train 2.485066 1494 train 2.523102 1495 train 2.479007 1496 train 2.471197 1497 train 2.432660 1498 train 2.361399 1499 train 2.436483 1500 val 8.7022 1500 train 2.379708 1501 train 2.383472 1502 train 2.323402 1503 train 2.383493 1504 train 2.358663 1505 train 2.262884 1506 train 2.300670 1507 train 2.238724 1508 train 2.281968 1509 train 2.236983 1510 train 2.413571 1511 train 2.384284 1512 train 2.429192 1513 train 2.397546 1514 train 2.383833 1515 train 2.323164 1516 train 2.285990 1517 train 2.388969 1518 train 2.281929 1519 train 2.243500 1520 train 2.202848 1521 train 2.506862 1522 train 2.298790 1523 train 2.336709 1524 train 2.505469 1525 val 8.8104 1525 train 2.388267 1526 train 2.211415 1527 train 2.509518 1528 train 2.403538 1529 train 2.381354 1530 train 2.397316 1531 train 2.323883 1532 train 2.329278 1533 train 2.293987 1534 train 2.225561 1535 train 2.274786 1536 train 2.233197 1537 train 2.221923 1538 train 2.178540 1539 train 2.233425 1540 train 2.183484 1541 train 2.129919 1542 train 2.111736 1543 train 2.051283 1544 train 2.113117 1545 train 2.088969 1546 train 2.245110 1547 train 2.172812 1548 train 2.276118 1549 train 2.227766 1550 val 9.1528 1550 train 2.202112 1551 train 2.149767 1552 train 2.143729 1553 train 2.236057 1554 train 2.106530 1555 train 2.103056 1556 train 2.056477 1557 train 2.344624 1558 train 2.111541 1559 train 2.223743 1560 train 2.373727 1561 train 2.210333 1562 train 2.033437 1563 train 2.323498 1564 train 2.225886 1565 train 2.208128 1566 train 2.191883 1567 train 2.138723 1568 train 2.165201 1569 train 2.113224 1570 train 2.031499 1571 train 2.100633 1572 train 2.051212 1573 train 2.037475 1574 train 2.005439 1575 val 9.1595 1575 train 2.045977 1576 train 2.027051 1577 train 1.970008 1578 train 1.953681 1579 train 1.877168 1580 train 1.946248 1581 train 1.906327 1582 train 2.088424 1583 train 1.994849 1584 train 2.096675 1585 train 2.087553 1586 train 2.049361 1587 train 1.955944 1588 train 1.941316 1589 train 2.056757 1590 train 1.943416 1591 train 1.937906 1592 train 1.919716 1593 train 2.196498 1594 train 1.928014 1595 train 2.042978 1596 train 2.166985 1597 train 2.050496 1598 train 1.870448 1599 train 2.141113 1600 val 9.3418 1600 train 2.052244 1601 train 2.075850 1602 train 2.084957 1603 train 1.995465 1604 train 2.030429 1605 train 2.033339 1606 train 1.894663 1607 train 1.953812 1608 train 1.936990 1609 train 1.934061 1610 train 1.892026 1611 train 1.916172 1612 train 1.897955 1613 train 1.856196 1614 train 1.855543 1615 train 1.772667 1616 train 1.841461 1617 train 1.813864 1618 train 1.971171 1619 train 1.875675 1620 train 1.967771 1621 train 1.928666 1622 train 1.921485 1623 train 1.869623 1624 train 1.812863 1625 val 9.5746 1625 train 1.915020 1626 train 1.811404 1627 train 1.800808 1628 train 1.746399 1629 train 2.023580 1630 train 1.808788 1631 train 1.874186 1632 train 2.021007 1633 train 1.893708 1634 train 1.718275 1635 train 1.993032 1636 train 1.890617 1637 train 1.883049 1638 train 1.872123 1639 train 1.827095 1640 train 1.819412 1641 train 1.825517 1642 train 1.710867 1643 train 1.804602 1644 train 1.742343 1645 train 1.715616 1646 train 1.697089 1647 train 1.748309 1648 train 1.718017 1649 train 1.657972 1650 val 9.6375 1650 train 1.653879 1651 train 1.597376 1652 train 1.641919 1653 train 1.642746 1654 train 1.815159 1655 train 1.722663 1656 train 1.784255 1657 train 1.735786 1658 train 1.754964 1659 train 1.706003 1660 train 1.680703 1661 train 1.733041 1662 train 1.665360 1663 train 1.642969 1664 train 1.610651 1665 train 1.917989 1666 train 1.675160 1667 train 1.693345 1668 train 1.878068 1669 train 1.763515 1670 train 1.606591 1671 train 1.867090 1672 train 1.759082 1673 train 1.747436 1674 train 1.727794 1675 val 9.8770 1675 train 1.678346 1676 train 1.662750 1677 train 1.675753 1678 train 1.571468 1679 train 1.644361 1680 train 1.594944 1681 train 1.557401 1682 train 1.526133 1683 train 1.568988 1684 train 1.584430 1685 train 1.547805 1686 train 1.545805 1687 train 1.505145 1688 train 1.531323 1689 train 1.493234 1690 train 1.677486 1691 train 1.600358 1692 train 1.680438 1693 train 1.619360 1694 train 1.611366 1695 train 1.592749 1696 train 1.560696 1697 train 1.626547 1698 train 1.552797 1699 train 1.551847 1700 val 9.9162 1700 train 1.494910 1701 train 1.827353 1702 train 1.542640 1703 train 1.576693 1704 train 1.718718 1705 train 1.670419 1706 train 1.511420 1707 train 1.744418 1708 train 1.657261 1709 train 1.651754 1710 train 1.601167 1711 train 1.562392 1712 train 1.546324 1713 train 1.555427 1714 train 1.434084 1715 train 1.503403 1716 train 1.446614 1717 train 1.430794 1718 train 1.393469 1719 train 1.434071 1720 train 1.408902 1721 train 1.404090 1722 train 1.410438 1723 train 1.369509 1724 train 1.393748 1725 val 10.0686 1725 train 1.368577 1726 train 1.529446 1727 train 1.477246 1728 train 1.582292 1729 train 1.497490 1730 train 1.509561 1731 train 1.450162 1732 train 1.408159 1733 train 1.509744 1734 train 1.431898 1735 train 1.433399 1736 train 1.394084 1737 train 1.718809 1738 train 1.418308 1739 train 1.468433 1740 train 1.601573 1741 train 1.531514 1742 train 1.345005 1743 train 1.586602 1744 train 1.496994 1745 train 1.502786 1746 train 1.478850 1747 train 1.410231 1748 train 1.395644 1749 train 1.403569 1750 val 10.3957 1750 train 1.332546 1751 train 1.409470 1752 train 1.313655 1753 train 1.319727 1754 train 1.312439 1755 train 1.345134 1756 train 1.301629 1757 train 1.270458 1758 train 1.279404 1759 train 1.241560 1760 train 1.272786 1761 train 1.232253 1762 train 1.437011 1763 train 1.333569 1764 train 1.445706 1765 train 1.363700 1766 train 1.404961 1767 train 1.346221 1768 train 1.298717 1769 train 1.380641 1770 train 1.329055 1771 train 1.322281 1772 train 1.280612 1773 train 1.552597 1774 train 1.284357 1775 val 10.3465 1775 train 1.333982 1776 train 1.479188 1777 train 1.418326 1778 train 1.245566 1779 train 1.424067 1780 train 1.351692 1781 train 1.358797 1782 train 1.356028 1783 train 1.279894 1784 train 1.265785 1785 train 1.264864 1786 train 1.231170 1787 train 1.282943 1788 train 1.225417 1789 train 1.197148 1790 train 1.187084 1791 train 1.212204 1792 train 1.189213 1793 train 1.151340 1794 train 1.132624 1795 train 1.159307 1796 train 1.144104 1797 train 1.108607 1798 train 1.299474 1799 train 1.199466 1800 val 10.4627 1800 train 1.320521 1801 train 1.204597 1802 train 1.258157 1803 train 1.222311 1804 train 1.181376 1805 train 1.280187 1806 train 1.210478 1807 train 1.237151 1808 train 1.170488 1809 train 1.450765 1810 train 1.199136 1811 train 1.233680 1812 train 1.410532 1813 train 1.296212 1814 train 1.150176 1815 train 1.349405 1816 train 1.261150 1817 train 1.284560 1818 train 1.260244 1819 train 1.176388 1820 train 1.165549 1821 train 1.178013 1822 train 1.109447 1823 train 1.154901 1824 train 1.132160 1825 val 10.7763 1825 train 1.074806 1826 train 1.076292 1827 train 1.113470 1828 train 1.076364 1829 train 1.052379 1830 train 1.049501 1831 train 1.069452 1832 train 1.060039 1833 train 1.044154 1834 train 1.165708 1835 train 1.090090 1836 train 1.220484 1837 train 1.119338 1838 train 1.152031 1839 train 1.131914 1840 train 1.109156 1841 train 1.158384 1842 train 1.096766 1843 train 1.112451 1844 train 1.070314 1845 train 1.299261 1846 train 1.072641 1847 train 1.113748 1848 train 1.252858 1849 train 1.165476 1850 val 10.7969 1850 train 1.026367 1851 train 1.226106 1852 train 1.122238 1853 train 1.149300 1854 train 1.116948 1855 train 1.061034 1856 train 1.059520 1857 train 1.071657 1858 train 0.999243 1859 train 1.046906 1860 train 1.023755 1861 train 0.979983 1862 train 0.968065 1863 train 0.988891 1864 train 0.975315 1865 train 0.943887 1866 train 0.957950 1867 train 0.958933 1868 train 0.960694 1869 train 0.966234 1870 train 1.089058 1871 train 1.002117 1872 train 1.094761 1873 train 1.020635 1874 train 1.056862 1875 val 10.9395 1875 train 1.009159 1876 train 0.968255 1877 train 1.019136 1878 train 0.987485 1879 train 0.993654 1880 train 0.963262 1881 train 1.153923 1882 train 0.955336 1883 train 1.012757 1884 train 1.128713 1885 train 1.061586 1886 train 0.940304 1887 train 1.117968 1888 train 1.035457 1889 train 1.041460 1890 train 1.019698 1891 train 0.962846 1892 train 0.961763 1893 train 0.980182 1894 train 0.923373 1895 train 0.940470 1896 train 0.954973 1897 train 0.898879 1898 train 0.876627 1899 train 0.884049 1900 val 11.1130 1900 train 0.844964 1901 train 0.827812 1902 train 0.837521 1903 train 0.851597 1904 train 0.877709 1905 train 0.860812 1906 train 0.993148 1907 train 0.901031 1908 train 0.976486 1909 train 0.926810 1910 train 0.928856 1911 train 0.901386 1912 train 0.852266 1913 train 0.939867 1914 train 0.863591 1915 train 0.910935 1916 train 0.867325 1917 train 1.080209 1918 train 0.857819 1919 train 0.943061 1920 train 1.073208 1921 train 1.018978 1922 train 0.850713 1923 train 1.040262 1924 train 0.955318 1925 val 11.2830 1925 train 0.983174 1926 train 0.970692 1927 train 0.915861 1928 train 0.933854 1929 train 0.940811 1930 train 0.874432 1931 train 0.891869 1932 train 0.871845 1933 train 0.853520 1934 train 0.823274 1935 train 0.808872 1936 train 0.786833 1937 train 0.767082 1938 train 0.765923 1939 train 0.777439 1940 train 0.769702 1941 train 0.795122 1942 train 0.910206 1943 train 0.810098 1944 train 0.875963 1945 train 0.823644 1946 train 0.832559 1947 train 0.822091 1948 train 0.807060 1949 train 0.874425 1950 val 11.3101 1950 train 0.824730 1951 train 0.829085 1952 train 0.801016 1953 train 1.040927 1954 train 0.832084 1955 train 0.843907 1956 train 0.974168 1957 train 0.923372 1958 train 0.797541 1959 train 0.965308 1960 train 0.860628 1961 train 0.890650 1962 train 0.907784 1963 train 0.824198 1964 train 0.850413 1965 train 0.857250 1966 train 0.788484 1967 train 0.844922 1968 train 0.829592 1969 train 0.789467 1970 train 0.770225 1971 train 0.772493 1972 train 0.756497 1973 train 0.714109 1974 train 0.709301 1975 val 11.4636 1975 train 0.707845 1976 train 0.717778 1977 train 0.700493 1978 train 0.835490 1979 train 0.740981 1980 train 0.798090 1981 train 0.742043 1982 train 0.759012 1983 train 0.743867 1984 train 0.743936 1985 train 0.808377 1986 train 0.780517 1987 train 0.807290 1988 train 0.753449 1989 train 0.941510 1990 train 0.740292 1991 train 0.782338 1992 train 0.909159 1993 train 0.874938 1994 train 0.724487 1995 train 0.890873 1996 train 0.818322 1997 train 0.838938 1998 train 0.827901 1999 train 0.777165 2000 val 11.7118 2000 train 0.798414 2001 train 0.780705 2002 train 0.731199 2003 train 0.750800 2004 train 0.747302 2005 train 0.725143 2006 train 0.703691 2007 train 0.699089 2008 train 0.665618 2009 train 0.657926 2010 train 0.649369 2011 train 0.654411 2012 train 0.642683 2013 train 0.664047 2014 train 0.740239 2015 train 0.645836 2016 train 0.718976 2017 train 0.664339 2018 train 0.696919 2019 train 0.677771 2020 train 0.652963 2021 train 0.751763 2022 train 0.707449 2023 train 0.741532 2024 train 0.704981 2025 val 11.8219 2025 train 0.818081 2026 train 0.670813 2027 train 0.682707 2028 train 0.778419 2029 train 0.767629 2030 train 0.661377 2031 train 0.799465 2032 train 0.695162 2033 train 0.711159 2034 train 0.689640 2035 train 0.659782 2036 train 0.672306 2037 train 0.667275 2038 train 0.639450 2039 train 0.677900 2040 train 0.679946 2041 train 0.656175 2042 train 0.659387 2043 train 0.641426 2044 train 0.609410 2045 train 0.586297 2046 train 0.589339 2047 train 0.604037 2048 train 0.612914 2049 train 0.566032 2050 val 11.9460 2050 train 0.687874 2051 train 0.604524 2052 train 0.668958 2053 train 0.620036 2054 train 0.637156 2055 train 0.605134 2056 train 0.596700 2057 train 0.671341 2058 train 0.621817 2059 train 0.669390 2060 train 0.614407 2061 train 0.728873 2062 train 0.617373 2063 train 0.630508 2064 train 0.736659 2065 train 0.706426 2066 train 0.611275 2067 train 0.730376 2068 train 0.657566 2069 train 0.655850 2070 train 0.657951 2071 train 0.621799 2072 train 0.634753 2073 train 0.648372 2074 train 0.595776 2075 val 12.2843 2075 train 0.635833 2076 train 0.622883 2077 train 0.601359 2078 train 0.591105 2079 train 0.587157 2080 train 0.578792 2081 train 0.545683 2082 train 0.533731 2083 train 0.550958 2084 train 0.569188 2085 train 0.557815 2086 train 0.630431 2087 train 0.563055 2088 train 0.607767 2089 train 0.587892 2090 train 0.565644 2091 train 0.550553 2092 train 0.545379 2093 train 0.617179 2094 train 0.560310 2095 train 0.569683 2096 train 0.565507 2097 train 0.681819 2098 train 0.561272 2099 train 0.593382 2100 val 12.2131 2100 train 0.685307 2101 train 0.660983 2102 train 0.576137 2103 train 0.675470 2104 train 0.602273 2105 train 0.601289 2106 train 0.596175 2107 train 0.565186 2108 train 0.569938 2109 train 0.605613 2110 train 0.550602 2111 train 0.586064 2112 train 0.568612 2113 train 0.558198 2114 train 0.547170 2115 train 0.554941 2116 train 0.534090 2117 train 0.511904 2118 train 0.510260 2119 train 0.508628 2120 train 0.530779 2121 train 0.505943 2122 train 0.605370 2123 train 0.550967 2124 train 0.580778 2125 val 12.3431 2125 train 0.564095 2126 train 0.553676 2127 train 0.545829 2128 train 0.518727 2129 train 0.588669 2130 train 0.531822 2131 train 0.563478 2132 train 0.534319 2133 train 0.629193 2134 train 0.507899 2135 train 0.528791 2136 train 0.625176 2137 train 0.617025 2138 train 0.549620 2139 train 0.654407 2140 train 0.561273 2141 train 0.577577 2142 train 0.554385 2143 train 0.510073 2144 train 0.532076 2145 train 0.549841 2146 train 0.500310 2147 train 0.531730 2148 train 0.539409 2149 train 0.510613 2150 val 12.5937 2150 train 0.500204 2151 train 0.517581 2152 train 0.492702 2153 train 0.494113 2154 train 0.476397 2155 train 0.478472 2156 train 0.478925 2157 train 0.468958 2158 train 0.555484 2159 train 0.505946 2160 train 0.539689 2161 train 0.492288 2162 train 0.506121 2163 train 0.498540 2164 train 0.480534 2165 train 0.512583 2166 train 0.495832 2167 train 0.495898 2168 train 0.489286 2169 train 0.593246 2170 train 0.494460 2171 train 0.500017 2172 train 0.604492 2173 train 0.570987 2174 train 0.503735 2175 val 12.3732 2175 train 0.646130 2176 train 0.582033 2177 train 0.542370 2178 train 0.545032 2179 train 0.520037 2180 train 0.526171 2181 train 0.524127 2182 train 0.492682 2183 train 0.504814 2184 train 0.498820 2185 train 0.488669 2186 train 0.475229 2187 train 0.468846 2188 train 0.466898 2189 train 0.457770 2190 train 0.451037 2191 train 0.472549 2192 train 0.462409 2193 train 0.446747 2194 train 0.491234 2195 train 0.467522 2196 train 0.515346 2197 train 0.484051 2198 train 0.481243 2199 train 0.472322 2200 val 12.6135 2200 train 0.464206 2201 train 0.502507 2202 train 0.469396 2203 train 0.496783 2204 train 0.461159 2205 train 0.567118 2206 train 0.467403 2207 train 0.454115 2208 train 0.584571 2209 train 0.585340 2210 train 0.485266 2211 train 0.589182 2212 train 0.516875 2213 train 0.492587 2214 train 0.495230 2215 train 0.477197 2216 train 0.478943 2217 train 0.493420 2218 train 0.464989 2219 train 0.490440 2220 train 0.491020 2221 train 0.455086 2222 train 0.455213 2223 train 0.453674 2224 train 0.441554 2225 val 12.7733 2225 train 0.455005 2226 train 0.437526 2227 train 0.424422 2228 train 0.426752 2229 train 0.412003 2230 train 0.485497 2231 train 0.444042 2232 train 0.496747 2233 train 0.462833 2234 train 0.456884 2235 train 0.441235 2236 train 0.428394 2237 train 0.470451 2238 train 0.444464 2239 train 0.445052 2240 train 0.424787 2241 train 0.525682 2242 train 0.441275 2243 train 0.435024 2244 train 0.521057 2245 train 0.532084 2246 train 0.461388 2247 train 0.523448 2248 train 0.456228 2249 train 0.451508 2250 val 12.7460 2250 train 0.457875 2251 train 0.426012 2252 train 0.434051 2253 train 0.447141 2254 train 0.426454 2255 train 0.428291 2256 train 0.429043 2257 train 0.437078 2258 train 0.439917 2259 train 0.423805 2260 train 0.415497 2261 train 0.402261 2262 train 0.395355 2263 train 0.421931 2264 train 0.407008 2265 train 0.382486 2266 train 0.434706 2267 train 0.417025 2268 train 0.442271 2269 train 0.426714 2270 train 0.425456 2271 train 0.426913 2272 train 0.402239 2273 train 0.424825 2274 train 0.417989 2275 val 12.9343 2275 train 0.417526 2276 train 0.396043 2277 train 0.472228 2278 train 0.396468 2279 train 0.415387 2280 train 0.478970 2281 train 0.458572 2282 train 0.402055 2283 train 0.479109 2284 train 0.432504 2285 train 0.415185 2286 train 0.426997 2287 train 0.403640 2288 train 0.404715 2289 train 0.405601 2290 train 0.404946 2291 train 0.408944 2292 train 0.437291 2293 train 0.391892 2294 train 0.387696 2295 train 0.379189 2296 train 0.382431 2297 train 0.381635 2298 train 0.387389 2299 train 0.384288 2300 val 12.9488 2300 train 0.376016 2301 train 0.371630 2302 train 0.393444 2303 train 0.374594 2304 train 0.417143 2305 train 0.398450 2306 train 0.406124 2307 train 0.389471 2308 train 0.368092 2309 train 0.399659 2310 train 0.390837 2311 train 0.399240 2312 train 0.381684 2313 train 0.446334 2314 train 0.365494 2315 train 0.375981 2316 train 0.443997 2317 train 0.448622 2318 train 0.392459 2319 train 0.440208 2320 train 0.395953 2321 train 0.395499 2322 train 0.404736 2323 train 0.418433 2324 train 0.395624 2325 val 13.0534 2325 train 0.401088 2326 train 0.375906 2327 train 0.380229 2328 train 0.377259 2329 train 0.396366 2330 train 0.374929 2331 train 0.371339 2332 train 0.363276 2333 train 0.346197 2334 train 0.356347 2335 train 0.363422 2336 train 0.370345 2337 train 0.390030 2338 train 0.391374 2339 train 0.353135 2340 train 0.378056 2341 train 0.378873 2342 train 0.389828 2343 train 0.373832 2344 train 0.368326 2345 train 0.373133 2346 train 0.361928 2347 train 0.370889 2348 train 0.358612 2349 train 0.393409 2350 val 13.1486 2350 train 0.359351 2351 train 0.348423 2352 train 0.402250 2353 train 0.407324 2354 train 0.385291 2355 train 0.414250 2356 train 0.378487 2357 train 0.372977 2358 train 0.367541 2359 train 0.357423 2360 train 0.369569 2361 train 0.378206 2362 train 0.360240 2363 train 0.373043 2364 train 0.370797 2365 train 0.355516 2366 train 0.353094 2367 train 0.359517 2368 train 0.347980 2369 train 0.347664 2370 train 0.348334 2371 train 0.352032 2372 train 0.354555 2373 train 0.336809 2374 train 0.349806 2375 val 13.2070 2375 train 0.330283 2376 train 0.357882 2377 train 0.342199 2378 train 0.361439 2379 train 0.358175 2380 train 0.329052 2381 train 0.358082 2382 train 0.342637 2383 train 0.339400 2384 train 0.320362 2385 train 0.370435 2386 train 0.323243 2387 train 0.329846 2388 train 0.370091 2389 train 0.381138 2390 train 0.346340 2391 train 0.381141 2392 train 0.369052 2393 train 0.363242 2394 train 0.358066 2395 train 0.343644 2396 train 0.346121 2397 train 0.352129 2398 train 0.331148 2399 train 0.343701 2400 val 13.3512 2400 train 0.335566 2401 train 0.328010 2402 train 0.328496 2403 train 0.335866 2404 train 0.325543 2405 train 0.324772 2406 train 0.309103 2407 train 0.319867 2408 train 0.342474 2409 train 0.320692 2410 train 0.334311 2411 train 0.323601 2412 train 0.337222 2413 train 0.326017 2414 train 0.313504 2415 train 0.330311 2416 train 0.320574 2417 train 0.345127 2418 train 0.322338 2419 train 0.326490 2420 train 0.322685 2421 train 0.343825 2422 train 0.320599 2423 train 0.323173 2424 train 0.353887 2425 val 13.3596 2425 train 0.340420 2426 train 0.344245 2427 train 0.342988 2428 train 0.329844 2429 train 0.333098 2430 train 0.322445 2431 train 0.325048 2432 train 0.318064 2433 train 0.322995 2434 train 0.322349 2435 train 0.319530 2436 train 0.314246 2437 train 0.315954 2438 train 0.314315 2439 train 0.334095 2440 train 0.312821 2441 train 0.291573 2442 train 0.315390 2443 train 0.309336 2444 train 0.313805 2445 train 0.309047 2446 train 0.331477 2447 train 0.303334 2448 train 0.312551 2449 train 0.312921 2450 val 13.3913 2450 train 0.308137 2451 train 0.303248 2452 train 0.298578 2453 train 0.308403 2454 train 0.310190 2455 train 0.311313 2456 train 0.298044 2457 train 0.353651 2458 train 0.309052 2459 train 0.327743 2460 train 0.340834 2461 train 0.329860 2462 train 0.292741 2463 train 0.340696 2464 train 0.346952 2465 train 0.321574 2466 train 0.327099 2467 train 0.307376 2468 train 0.316353 2469 train 0.302105 2470 train 0.298708 2471 train 0.313401 2472 train 0.305697 2473 train 0.287165 2474 train 0.291289 2475 val 13.5612 2475 train 0.301524 2476 train 0.302416 2477 train 0.303006 2478 train 0.285299 2479 train 0.297384 2480 train 0.292666 2481 train 0.290309 2482 train 0.311841 2483 train 0.289317 2484 train 0.325701 2485 train 0.301263 2486 train 0.297467 2487 train 0.306497 2488 train 0.296444 2489 train 0.301305 2490 train 0.303256 2491 train 0.293719 2492 train 0.278025 2493 train 0.357652 2494 train 0.300277 2495 train 0.285040 2496 train 0.305268 2497 train 0.325145 2498 train 0.281648 2499 train 0.323383 2500 val 13.4787 2500 train 0.304745 2501 train 0.315492 2502 train 0.310294 2503 train 0.309286 2504 train 0.287349 2505 train 0.305178 2506 train 0.297821 2507 train 0.292435 2508 train 0.295740 2509 train 0.291322 2510 train 0.276226 2511 train 0.286765 2512 train 0.286067 2513 train 0.277206 2514 train 0.282047 2515 train 0.270039 2516 train 0.282297 2517 train 0.283217 2518 train 0.294154 2519 train 0.278874 2520 train 0.293280 2521 train 0.281724 2522 train 0.295809 2523 train 0.275348 2524 train 0.283252 2525 val 13.5868 2525 train 0.294900 2526 train 0.285102 2527 train 0.281844 2528 train 0.271579 2529 train 0.278626 2530 train 0.257515 2531 train 0.281334 2532 train 0.303108 2533 train 0.282843 2534 train 0.278310 2535 train 0.297556 2536 train 0.282255 2537 train 0.275171 2538 train 0.290546 2539 train 0.280667 2540 train 0.283735 2541 train 0.280247 2542 train 0.271448 2543 train 0.274965 2544 train 0.281894 2545 train 0.273436 2546 train 0.265907 2547 train 0.278837 2548 train 0.276280 2549 train 0.266042 2550 val 13.7614 2550 train 0.268921 2551 train 0.265082 2552 train 0.261576 2553 train 0.244542 2554 train 0.274920 2555 train 0.267252 2556 train 0.275297 2557 train 0.271441 2558 train 0.273902 2559 train 0.275581 2560 train 0.254574 2561 train 0.270943 2562 train 0.265596 2563 train 0.265542 2564 train 0.265362 2565 train 0.271417 2566 train 0.256624 2567 train 0.252234 2568 train 0.281844 2569 train 0.286874 2570 train 0.269073 2571 train 0.297429 2572 train 0.276301 2573 train 0.270368 2574 train 0.264199 2575 val 13.6100 2575 train 0.265025 2576 train 0.272995 2577 train 0.269958 2578 train 0.263031 2579 train 0.263157 2580 train 0.268132 2581 train 0.273154 2582 train 0.271936 2583 train 0.251722 2584 train 0.255704 2585 train 0.250410 2586 train 0.251626 2587 train 0.269703 2588 train 0.254947 2589 train 0.248272 2590 train 0.276194 2591 train 0.248994 2592 train 0.260059 2593 train 0.264606 2594 train 0.268644 2595 train 0.256327 2596 train 0.262233 2597 train 0.259954 2598 train 0.254183 2599 train 0.259895 2600 val 13.8578 2600 train 0.252278 2601 train 0.266381 2602 train 0.243022 2603 train 0.241161 2604 train 0.280988 2605 train 0.273978 2606 train 0.250651 2607 train 0.284195 2608 train 0.264258 2609 train 0.262919 2610 train 0.267892 2611 train 0.259556 2612 train 0.253812 2613 train 0.273021 2614 train 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0.075017 4346 train 0.077885 4347 train 0.077978 4348 train 0.079071 4349 train 0.076144 4350 val 16.0604 4350 train 0.076333 4351 train 0.069378 4352 train 0.074752 4353 train 0.076282 4354 train 0.079337 4355 train 0.075018 4356 train 0.068004 4357 train 0.078980 4358 train 0.077009 4359 train 0.077615 4360 train 0.077486 4361 train 0.074730 4362 train 0.075031 4363 train 0.075968 4364 train 0.072304 4365 train 0.076009 4366 train 0.078140 4367 train 0.077525 4368 train 0.075903 4369 train 0.077504 4370 train 0.073564 4371 train 0.075480 4372 train 0.073750 4373 train 0.074206 4374 train 0.071402 4375 val 16.2817 4375 train 0.068160 4376 train 0.075976 4377 train 0.079612 4378 train 0.074007 4379 train 0.081371 4380 train 0.075736 4381 train 0.074008 4382 train 0.075278 4383 train 0.075198 4384 train 0.078131 4385 train 0.074960 4386 train 0.079689 4387 train 0.079265 4388 train 0.073984 4389 train 0.073332 4390 train 0.070498 4391 train 0.072113 4392 train 0.082059 4393 train 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0.071280 4490 train 0.069584 4491 train 0.068263 4492 train 0.062940 4493 train 0.066697 4494 train 0.062864 4495 train 0.064236 4496 train 0.072465 4497 train 0.067411 4498 train 0.074318 4499 train 0.070553 4500 val 16.1023 4500 train 0.066845 4501 train 0.067085 4502 train 0.072951 4503 train 0.067633 4504 train 0.071566 4505 train 0.070422 4506 train 0.064112 4507 train 0.070137 4508 train 0.063647 4509 train 0.067114 4510 train 0.066292 4511 train 0.070213 4512 train 0.068400 4513 train 0.078657 4514 train 0.072285 4515 train 0.068782 4516 train 0.069160 4517 train 0.070344 4518 train 0.066701 4519 train 0.069963 4520 train 0.072781 4521 train 0.070831 4522 train 0.069729 4523 train 0.071687 4524 train 0.072839 4525 val 16.2906 4525 train 0.069225 4526 train 0.071128 4527 train 0.068007 4528 train 0.070331 4529 train 0.072273 4530 train 0.068081 4531 train 0.066827 4532 train 0.071462 4533 train 0.066436 4534 train 0.065124 4535 train 0.068974 4536 train 0.064756 4537 train 0.067677 4538 train 0.068014 4539 train 0.068695 4540 train 0.071613 4541 train 0.068605 4542 train 0.068712 4543 train 0.067568 4544 train 0.066939 4545 train 0.071100 4546 train 0.060758 4547 train 0.067632 4548 train 0.061971 4549 train 0.067339 4550 val 16.0859 4550 train 0.068782 4551 train 0.073947 4552 train 0.068461 4553 train 0.070205 4554 train 0.063838 4555 train 0.068232 4556 train 0.065469 4557 train 0.062125 4558 train 0.069287 4559 train 0.069622 4560 train 0.074620 4561 train 0.067264 4562 train 0.066420 4563 train 0.066373 4564 train 0.068733 4565 train 0.063675 4566 train 0.060562 4567 train 0.067648 4568 train 0.066292 4569 train 0.069369 4570 train 0.071025 4571 train 0.065931 4572 train 0.066884 4573 train 0.065393 4574 train 0.062384 4575 val 16.2068 4575 train 0.066060 4576 train 0.067584 4577 train 0.069461 4578 train 0.063905 4579 train 0.063906 4580 train 0.063439 4581 train 0.070064 4582 train 0.060210 4583 train 0.063140 4584 train 0.061965 4585 train 0.064089 4586 train 0.064725 4587 train 0.064173 4588 train 0.062344 4589 train 0.064547 4590 train 0.065810 4591 train 0.065836 4592 train 0.066012 4593 train 0.059367 4594 train 0.062543 4595 train 0.063215 4596 train 0.061515 4597 train 0.064507 4598 train 0.060121 4599 train 0.059293 4600 val 16.2158 4600 train 0.059481 4601 train 0.061411 4602 train 0.059687 4603 train 0.058726 4604 train 0.068357 4605 train 0.061373 4606 train 0.064575 4607 train 0.058467 4608 train 0.065833 4609 train 0.066415 4610 train 0.064108 4611 train 0.063412 4612 train 0.061580 4613 train 0.061249 4614 train 0.064107 4615 train 0.062663 4616 train 0.060629 4617 train 0.063477 4618 train 0.061351 4619 train 0.060713 4620 train 0.060134 4621 train 0.060785 4622 train 0.060216 4623 train 0.063877 4624 train 0.057350 4625 val 16.2646 4625 train 0.060027 4626 train 0.058605 4627 train 0.062648 4628 train 0.064412 4629 train 0.058861 4630 train 0.060187 4631 train 0.060244 4632 train 0.060978 4633 train 0.065098 4634 train 0.061083 4635 train 0.062182 4636 train 0.056726 4637 train 0.058055 4638 train 0.058103 4639 train 0.059525 4640 train 0.060283 4641 train 0.061652 4642 train 0.062298 4643 train 0.061089 4644 train 0.064872 4645 train 0.060995 4646 train 0.062170 4647 train 0.058073 4648 train 0.063163 4649 train 0.058004 4650 val 16.2808 4650 train 0.065525 4651 train 0.061559 4652 train 0.064955 4653 train 0.065583 4654 train 0.064761 4655 train 0.059650 4656 train 0.057551 4657 train 0.055014 4658 train 0.058891 4659 train 0.062978 4660 train 0.064718 4661 train 0.058163 4662 train 0.061553 4663 train 0.061618 4664 train 0.062221 4665 train 0.059323 4666 train 0.061198 4667 train 0.061947 4668 train 0.059396 4669 train 0.063162 4670 train 0.063211 4671 train 0.059863 4672 train 0.060930 4673 train 0.059963 4674 train 0.060067 4675 val 16.2366 4675 train 0.058327 4676 train 0.060808 4677 train 0.058584 4678 train 0.060150 4679 train 0.058792 4680 train 0.060018 4681 train 0.061348 4682 train 0.062166 4683 train 0.060589 4684 train 0.057978 4685 train 0.058284 4686 train 0.058079 4687 train 0.060444 4688 train 0.057058 4689 train 0.066873 4690 train 0.061882 4691 train 0.066700 4692 train 0.059997 4693 train 0.060129 4694 train 0.058167 4695 train 0.059119 4696 train 0.060620 4697 train 0.061507 4698 train 0.059643 4699 train 0.064503 4700 val 16.4665 4700 train 0.056254 4701 train 0.057576 4702 train 0.057969 4703 train 0.058812 4704 train 0.059072 4705 train 0.058499 4706 train 0.061639 4707 train 0.055786 4708 train 0.058114 4709 train 0.060883 4710 train 0.060780 4711 train 0.056722 4712 train 0.056849 4713 train 0.056432 4714 train 0.058448 4715 train 0.058798 4716 train 0.059252 4717 train 0.061693 4718 train 0.057256 4719 train 0.056590 4720 train 0.054169 4721 train 0.059391 4722 train 0.059783 4723 train 0.062762 4724 train 0.056896 4725 val 16.3003 4725 train 0.056300 4726 train 0.058064 4727 train 0.060797 4728 train 0.059716 4729 train 0.060126 4730 train 0.058101 4731 train 0.056808 4732 train 0.055273 4733 train 0.059212 4734 train 0.059586 4735 train 0.060104 4736 train 0.059867 4737 train 0.062043 4738 train 0.060394 4739 train 0.057937 4740 train 0.054844 4741 train 0.062618 4742 train 0.055776 4743 train 0.057388 4744 train 0.055124 4745 train 0.058944 4746 train 0.060141 4747 train 0.057618 4748 train 0.061204 4749 train 0.055233 4750 val 16.2414 4750 train 0.058819 4751 train 0.056194 4752 train 0.060202 4753 train 0.057189 4754 train 0.058350 4755 train 0.056100 4756 train 0.058903 4757 train 0.058088 4758 train 0.056432 4759 train 0.060195 4760 train 0.056210 4761 train 0.052783 4762 train 0.056674 4763 train 0.054729 4764 train 0.054597 4765 train 0.055097 4766 train 0.055872 4767 train 0.052671 4768 train 0.058894 4769 train 0.054141 4770 train 0.055247 4771 train 0.057641 4772 train 0.053699 4773 train 0.055530 4774 train 0.055477 4775 val 16.4709 4775 train 0.054833 4776 train 0.054963 4777 train 0.055882 4778 train 0.057043 4779 train 0.054670 4780 train 0.055768 4781 train 0.055526 4782 train 0.051193 4783 train 0.057658 4784 train 0.052966 4785 train 0.051398 4786 train 0.055292 4787 train 0.055184 4788 train 0.056033 4789 train 0.054080 4790 train 0.058179 4791 train 0.058287 4792 train 0.053551 4793 train 0.059731 4794 train 0.054676 4795 train 0.052898 4796 train 0.054625 4797 train 0.053536 4798 train 0.056028 4799 train 0.052791 4800 val 16.3418 4800 train 0.058150 4801 train 0.050425 4802 train 0.057533 4803 train 0.053578 4804 train 0.053973 4805 train 0.055353 4806 train 0.054443 4807 train 0.055894 4808 train 0.050797 4809 train 0.056193 4810 train 0.051181 4811 train 0.054870 4812 train 0.053095 4813 train 0.055387 4814 train 0.051306 4815 train 0.051370 4816 train 0.057329 4817 train 0.057579 4818 train 0.051019 4819 train 0.052763 4820 train 0.054796 4821 train 0.053174 4822 train 0.055020 4823 train 0.050909 4824 train 0.056731 4825 val 16.2046 4825 train 0.054530 4826 train 0.052192 4827 train 0.053315 4828 train 0.050220 4829 train 0.058720 4830 train 0.055924 4831 train 0.054194 4832 train 0.053988 4833 train 0.052236 4834 train 0.053308 4835 train 0.051450 4836 train 0.052136 4837 train 0.055942 4838 train 0.054745 4839 train 0.053618 4840 train 0.054152 4841 train 0.053909 4842 train 0.057871 4843 train 0.052678 4844 train 0.051755 4845 train 0.051341 4846 train 0.054006 4847 train 0.053925 4848 train 0.049572 4849 train 0.052130 4850 val 16.5395 4850 train 0.050300 4851 train 0.051621 4852 train 0.053491 4853 train 0.052120 4854 train 0.050573 4855 train 0.051253 4856 train 0.049019 4857 train 0.052688 4858 train 0.054064 4859 train 0.049672 4860 train 0.050879 4861 train 0.050559 4862 train 0.054140 4863 train 0.054437 4864 train 0.056178 4865 train 0.053693 4866 train 0.048792 4867 train 0.057019 4868 train 0.055368 4869 train 0.052357 4870 train 0.053328 4871 train 0.047275 4872 train 0.051453 4873 train 0.055834 4874 train 0.053975 4875 val 16.3248 4875 train 0.056349 4876 train 0.053011 4877 train 0.050706 4878 train 0.055470 4879 train 0.052669 4880 train 0.058714 4881 train 0.052946 4882 train 0.051439 4883 train 0.052977 4884 train 0.048532 4885 train 0.049966 4886 train 0.056620 4887 train 0.052096 4888 train 0.049529 4889 train 0.051406 4890 train 0.047693 4891 train 0.052397 4892 train 0.049110 4893 train 0.051372 4894 train 0.050117 4895 train 0.050429 4896 train 0.054362 4897 train 0.051009 4898 train 0.051484 4899 train 0.053885 4900 val 16.3811 4900 train 0.051655 4901 train 0.050527 4902 train 0.051825 4903 train 0.051429 4904 train 0.053246 4905 train 0.050773 4906 train 0.049211 4907 train 0.049346 4908 train 0.054993 4909 train 0.053986 4910 train 0.049684 4911 train 0.053236 4912 train 0.052786 4913 train 0.054183 4914 train 0.053460 4915 train 0.053851 4916 train 0.049757 4917 train 0.056868 4918 train 0.054111 4919 train 0.051115 4920 train 0.049590 4921 train 0.051143 4922 train 0.051833 4923 train 0.052072 4924 train 0.050117 4925 val 16.5160 4925 train 0.051052 4926 train 0.047522 4927 train 0.046346 4928 train 0.048978 4929 train 0.046025 4930 train 0.050525 4931 train 0.049448 4932 train 0.050343 4933 train 0.047418 4934 train 0.052060 4935 train 0.049939 4936 train 0.047950 4937 train 0.045958 4938 train 0.053497 4939 train 0.049565 4940 train 0.048810 4941 train 0.049075 4942 train 0.049067 4943 train 0.048419 4944 train 0.052296 4945 train 0.053359 4946 train 0.050330 4947 train 0.050646 4948 train 0.048355 4949 train 0.049528 4950 val 16.4619 4950 train 0.050499 4951 train 0.054569 4952 train 0.049789 4953 train 0.054121 4954 train 0.051465 4955 train 0.051066 4956 train 0.050538 4957 train 0.052898 4958 train 0.053250 4959 train 0.051360 4960 train 0.053098 4961 train 0.050908 4962 train 0.051628 4963 train 0.049250 4964 train 0.047830 4965 train 0.048941 4966 train 0.050599 4967 train 0.051048 4968 train 0.044826 4969 train 0.048947 4970 train 0.049237 4971 train 0.054000 4972 train 0.049803 4973 train 0.049706 4974 train 0.046999 4975 val 16.5851 4975 train 0.044577 4976 train 0.046894 4977 train 0.053644 4978 train 0.050738 4979 train 0.052876 4980 train 0.050491 4981 train 0.048633 4982 train 0.049280 4983 train 0.049415 4984 train 0.047878 4985 train 0.047727 4986 train 0.052742 4987 train 0.046404 4988 train 0.047927 4989 train 0.050445 4990 train 0.054523 4991 train 0.053472 4992 train 0.054856 4993 train 0.051424 4994 train 0.050581 4995 train 0.046588 4996 train 0.048907 4997 train 0.049843 4998 train 0.050427 4999 train 0.051621 5000 val 16.5542 5000 train 0.046748 5001 train 0.046537 5002 train 0.051953 5003 train 0.047968 5004 train 0.048282 5005 train 0.045691 5006 train 0.046945 5007 train 0.049973 5008 train 0.050092 5009 train 0.048384 5010 train 0.048162 5011 train 0.048826 5012 train 0.049946 5013 train 0.050200 5014 train 0.045370 5015 train 0.047156 5016 train 0.052186 5017 train 0.047938 5018 train 0.047329 5019 train 0.050556 5020 train 0.049608 5021 train 0.047897 5022 train 0.048840 5023 train 0.048565 5024 train 0.048934 5025 val 16.6994 5025 train 0.047649 5026 train 0.049068 5027 train 0.045713 5028 train 0.050220 5029 train 0.047156 5030 train 0.049316 5031 train 0.050329 5032 train 0.047326 5033 train 0.046735 5034 train 0.048978 5035 train 0.050365 5036 train 0.048752 5037 train 0.046312 5038 train 0.047995 5039 train 0.046010 5040 train 0.045595 5041 train 0.046512 5042 train 0.047290 5043 train 0.046255 5044 train 0.046095 5045 train 0.046471 5046 train 0.047623 5047 train 0.048661 5048 train 0.043280 5049 train 0.045992 5050 val 16.6154 5050 train 0.044471 5051 train 0.043128 5052 train 0.046741 5053 train 0.044262 5054 train 0.042012 5055 train 0.049454 5056 train 0.045675 5057 train 0.046752 5058 train 0.045999 5059 train 0.045773 5060 train 0.045222 5061 train 0.041271 5062 train 0.047011 5063 train 0.044724 5064 train 0.044910 5065 train 0.044307 5066 train 0.046077 5067 train 0.047802 5068 train 0.044512 5069 train 0.045701 5070 train 0.047032 5071 train 0.047251 5072 train 0.046523 5073 train 0.041187 |