Task 5239641
| Name | ParityModified-1619235766-23794-3_1 |
| Workunit | 3109954 |
| Created | 26 May 2021, 17:35:00 UTC |
| Sent | 26 May 2021, 21:26:41 UTC |
| Report deadline | 2 Jun 2021, 21:26:41 UTC |
| Received | 27 May 2021, 3:18:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9432 |
| Run time | 36 min 31 sec |
| CPU time | 35 min 52 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,456.39 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0310752 | val_loss: 0.0311379 | Time: 1075.2 ms [2021-05-26 22:44:44 main:574] : INFO : Epoch 1543 | loss: 0.0310774 | val_loss: 0.0311308 | Time: 1078.68 ms [2021-05-26 22:44:45 main:574] : INFO : Epoch 1544 | loss: 0.0310759 | val_loss: 0.0311303 | Time: 1082.82 ms [2021-05-26 22:44:46 main:574] : INFO : Epoch 1545 | loss: 0.0310752 | val_loss: 0.031138 | Time: 1061.72 ms [2021-05-26 22:44:47 main:574] : INFO : Epoch 1546 | loss: 0.0310748 | val_loss: 0.0311327 | Time: 1059.87 ms [2021-05-26 22:44:49 main:574] : INFO : Epoch 1547 | loss: 0.0310739 | val_loss: 0.0311298 | Time: 1073.03 ms [2021-05-26 22:44:50 main:574] : INFO : Epoch 1548 | loss: 0.0310727 | val_loss: 0.0311321 | Time: 1068.01 ms [2021-05-26 22:44:51 main:574] : INFO : Epoch 1549 | loss: 0.0310753 | val_loss: 0.0311351 | Time: 1065.95 ms [2021-05-26 22:44:52 main:574] : INFO : Epoch 1550 | loss: 0.031075 | val_loss: 0.0311303 | Time: 1062.26 ms [2021-05-26 22:44:53 main:574] : INFO : Epoch 1551 | loss: 0.0310738 | val_loss: 0.0311335 | Time: 1069.09 ms [2021-05-26 22:44:54 main:574] : INFO : Epoch 1552 | loss: 0.0310738 | val_loss: 0.0311442 | Time: 1076.49 ms [2021-05-26 22:44:55 main:574] : INFO : Epoch 1553 | loss: 0.0310778 | val_loss: 0.0311389 | Time: 1078.85 ms [2021-05-26 22:44:56 main:574] : INFO : Epoch 1554 | loss: 0.031084 | val_loss: 0.0311347 | Time: 1067.5 ms [2021-05-26 22:44:57 main:574] : INFO : Epoch 1555 | loss: 0.0310994 | val_loss: 0.0311546 | Time: 1067.34 ms [2021-05-26 22:44:58 main:574] : INFO : Epoch 1556 | loss: 0.0310859 | val_loss: 0.0311418 | Time: 1070.96 ms [2021-05-26 22:44:59 main:574] : INFO : Epoch 1557 | loss: 0.0310824 | val_loss: 0.0311341 | Time: 1067.74 ms [2021-05-26 22:45:00 main:574] : INFO : Epoch 1558 | loss: 0.0310927 | val_loss: 0.0311358 | Time: 1067.61 ms [2021-05-26 22:45:01 main:574] : INFO : Epoch 1559 | loss: 0.0310895 | val_loss: 0.0311505 | Time: 1067.1 ms [2021-05-26 22:45:02 main:574] : INFO : Epoch 1560 | loss: 0.0310853 | val_loss: 0.0311329 | Time: 1071.11 ms [2021-05-26 22:45:04 main:574] : INFO : Epoch 1561 | loss: 0.0310857 | val_loss: 0.0311291 | Time: 1086.7 ms [2021-05-26 22:45:05 main:574] : INFO : Epoch 1562 | loss: 0.0310822 | val_loss: 0.0311359 | Time: 1089.08 ms [2021-05-26 22:45:06 main:574] : INFO : Epoch 1563 | loss: 0.0310799 | val_loss: 0.03115 | Time: 1064.77 ms [2021-05-26 22:45:07 main:574] : INFO : Epoch 1564 | loss: 0.0310919 | val_loss: 0.0311504 | Time: 1065.61 ms [2021-05-26 22:45:08 main:574] : INFO : Epoch 1565 | loss: 0.0310803 | val_loss: 0.0311318 | Time: 1076.72 ms [2021-05-26 22:45:09 main:574] : INFO : Epoch 1566 | loss: 0.0310791 | val_loss: 0.0311359 | Time: 1079.6 ms [2021-05-26 22:45:10 main:574] : INFO : Epoch 1567 | loss: 0.0310781 | val_loss: 0.0311376 | Time: 1074.32 ms [2021-05-26 22:45:11 main:574] : INFO : Epoch 1568 | loss: 0.0310821 | val_loss: 0.0311355 | Time: 1067.85 ms [2021-05-26 22:45:12 main:574] : INFO : Epoch 1569 | loss: 0.031077 | val_loss: 0.0311293 | Time: 1057.84 ms [2021-05-26 22:45:13 main:574] : INFO : Epoch 1570 | loss: 0.0310842 | val_loss: 0.0311388 | Time: 1070.92 ms [2021-05-26 22:45:14 main:574] : INFO : Epoch 1571 | loss: 0.0311314 | val_loss: 0.0311427 | Time: 1076.06 ms [2021-05-26 22:45:15 main:574] : INFO : Epoch 1572 | loss: 0.0311377 | val_loss: 0.0311519 | Time: 1067.25 ms [2021-05-26 22:45:16 main:574] : INFO : Epoch 1573 | loss: 0.0311292 | val_loss: 0.0311377 | Time: 1067.64 ms [2021-05-26 22:45:18 main:574] : INFO : Epoch 1574 | loss: 0.0311217 | val_loss: 0.0311355 | Time: 1066.14 ms [2021-05-26 22:45:19 main:574] : INFO : Epoch 1575 | loss: 0.0311247 | val_loss: 0.0311451 | Time: 1060.08 ms [2021-05-26 22:45:20 main:574] : INFO : Epoch 1576 | loss: 0.03112 | val_loss: 0.0311323 | Time: 1057.47 ms [2021-05-26 22:45:21 main:574] : INFO : Epoch 1577 | loss: 0.0311098 | val_loss: 0.0311296 | Time: 1060.23 ms [2021-05-26 22:45:22 main:574] : INFO : Epoch 1578 | loss: 0.0311085 | val_loss: 0.0311276 | Time: 1069.44 ms [2021-05-26 22:45:23 main:574] : INFO : Epoch 1579 | loss: 0.0311073 | val_loss: 0.031135 | Time: 1068.11 ms [2021-05-26 22:45:24 main:574] : INFO : Epoch 1580 | loss: 0.0311051 | val_loss: 0.0311394 | Time: 1053.73 ms [2021-05-26 22:45:25 main:574] : INFO : Epoch 1581 | loss: 0.0311025 | val_loss: 0.0311261 | Time: 1071.47 ms [2021-05-26 22:45:26 main:574] : INFO : Epoch 1582 | loss: 0.0311026 | val_loss: 0.0311258 | Time: 1062.27 ms [2021-05-26 22:45:27 main:574] : INFO : Epoch 1583 | loss: 0.0310997 | val_loss: 0.0311265 | Time: 1057.87 ms [2021-05-26 22:45:28 main:574] : INFO : Epoch 1584 | loss: 0.0310983 | val_loss: 0.031141 | Time: 1059.25 ms [2021-05-26 22:45:29 main:574] : INFO : Epoch 1585 | loss: 0.0311042 | val_loss: 0.0311304 | Time: 1057.87 ms [2021-05-26 22:45:30 main:574] : INFO : Epoch 1586 | loss: 0.0310988 | val_loss: 0.0311302 | Time: 1069.53 ms [2021-05-26 22:45:31 main:574] : INFO : Epoch 1587 | loss: 0.031097 | val_loss: 0.0311253 | Time: 1075.01 ms [2021-05-26 22:45:32 main:574] : INFO : Epoch 1588 | loss: 0.0310999 | val_loss: 0.0311319 | Time: 1074.85 ms [2021-05-26 22:45:33 main:574] : INFO : Epoch 1589 | loss: 0.0311031 | val_loss: 0.0311657 | Time: 1067.87 ms [2021-05-26 22:45:35 main:574] : INFO : Epoch 1590 | loss: 0.0311134 | val_loss: 0.031132 | Time: 1062.12 ms [2021-05-26 22:45:36 main:574] : INFO : Epoch 1591 | loss: 0.0311096 | val_loss: 0.0311278 | Time: 1060.44 ms [2021-05-26 22:45:37 main:574] : INFO : Epoch 1592 | loss: 0.0310962 | val_loss: 0.0311306 | Time: 1081.1 ms [2021-05-26 22:45:38 main:574] : INFO : Epoch 1593 | loss: 0.0310988 | val_loss: 0.0311241 | Time: 1077.46 ms [2021-05-26 22:45:39 main:574] : INFO : Epoch 1594 | loss: 0.0310936 | val_loss: 0.0311218 | Time: 1077.03 ms [2021-05-26 22:45:40 main:574] : INFO : Epoch 1595 | loss: 0.0310948 | val_loss: 0.0311224 | Time: 1071.63 ms [2021-05-26 22:45:41 main:574] : INFO : Epoch 1596 | loss: 0.0310889 | val_loss: 0.0311226 | Time: 1064.82 ms [2021-05-26 22:45:42 main:574] : INFO : Epoch 1597 | loss: 0.0310883 | val_loss: 0.0311239 | Time: 1069.78 ms [2021-05-26 22:45:43 main:574] : INFO : Epoch 1598 | loss: 0.0310886 | val_loss: 0.0311306 | Time: 1073.83 ms [2021-05-26 22:45:44 main:574] : INFO : Epoch 1599 | loss: 0.0311001 | val_loss: 0.0311286 | Time: 1060.63 ms [2021-05-26 22:45:45 main:574] : INFO : Epoch 1600 | loss: 0.0311042 | val_loss: 0.0311255 | Time: 1071.96 ms [2021-05-26 22:45:46 main:574] : INFO : Epoch 1601 | loss: 0.0310991 | val_loss: 0.0311251 | Time: 1081.72 ms [2021-05-26 22:45:47 main:574] : INFO : Epoch 1602 | loss: 0.0310925 | val_loss: 0.0311301 | Time: 1095.9 ms [2021-05-26 22:45:49 main:574] : INFO : Epoch 1603 | loss: 0.0310938 | val_loss: 0.0311266 | Time: 1080.59 ms [2021-05-26 22:45:50 main:574] : INFO : Epoch 1604 | loss: 0.0310901 | val_loss: 0.0311265 | Time: 1078.83 ms [2021-05-26 22:45:51 main:574] : INFO : Epoch 1605 | loss: 0.0310927 | val_loss: 0.031153 | Time: 1060.61 ms [2021-05-26 22:45:52 main:574] : INFO : Epoch 1606 | loss: 0.0310958 | val_loss: 0.0311276 | Time: 1067.59 ms [2021-05-26 22:45:53 main:574] : INFO : Epoch 1607 | loss: 0.0310917 | val_loss: 0.031132 | Time: 1076.12 ms [2021-05-26 22:45:54 main:574] : INFO : Epoch 1608 | loss: 0.0310892 | val_loss: 0.0311552 | Time: 1072.94 ms [2021-05-26 22:45:55 main:574] : INFO : Epoch 1609 | loss: 0.0310905 | val_loss: 0.0311416 | Time: 1081.39 ms [2021-05-26 22:45:56 main:574] : INFO : Epoch 1610 | loss: 0.0310835 | val_loss: 0.0311254 | Time: 1069.34 ms [2021-05-26 22:45:57 main:574] : INFO : Epoch 1611 | loss: 0.0310853 | val_loss: 0.0311377 | Time: 1076.11 ms [2021-05-26 22:45:58 main:574] : INFO : Epoch 1612 | loss: 0.0310848 | val_loss: 0.0311235 | Time: 1071.44 ms [2021-05-26 22:45:59 main:574] : INFO : Epoch 1613 | loss: 0.0310791 | val_loss: 0.031125 | Time: 1056.1 ms [2021-05-26 22:46:00 main:574] : INFO : Epoch 1614 | loss: 0.0310828 | val_loss: 0.0311279 | Time: 1070.15 ms [2021-05-26 22:46:01 main:574] : INFO : Epoch 1615 | loss: 0.0310834 | val_loss: 0.0311294 | Time: 1074.14 ms [2021-05-26 22:46:02 main:574] : INFO : Epoch 1616 | loss: 0.0310891 | val_loss: 0.0311255 | Time: 1073.08 ms [2021-05-26 22:46:04 main:574] : INFO : Epoch 1617 | loss: 0.0310902 | val_loss: 0.0311369 | Time: 1072.88 ms [2021-05-26 22:46:05 main:574] : INFO : Epoch 1618 | loss: 0.0310859 | val_loss: 0.0311257 | Time: 1073.62 ms [2021-05-26 22:46:06 main:574] : INFO : Epoch 1619 | loss: 0.0310944 | val_loss: 0.03113 | Time: 1087.7 ms [2021-05-26 22:46:07 main:574] : INFO : Epoch 1620 | loss: 0.0310892 | val_loss: 0.0311198 | Time: 1085.84 ms [2021-05-26 22:46:08 main:574] : INFO : Epoch 1621 | loss: 0.0310798 | val_loss: 0.0311234 | Time: 1092.57 ms [2021-05-26 22:46:09 main:574] : INFO : Epoch 1622 | loss: 0.0310901 | val_loss: 0.0311346 | Time: 1074.52 ms [2021-05-26 22:46:10 main:574] : INFO : Epoch 1623 | loss: 0.0310833 | val_loss: 0.0311167 | Time: 1074.07 ms [2021-05-26 22:46:11 main:574] : INFO : Epoch 1624 | loss: 0.0310806 | val_loss: 0.0311241 | Time: 1088.7 ms [2021-05-26 22:46:12 main:574] : INFO : Epoch 1625 | loss: 0.0310777 | val_loss: 0.0311251 | Time: 1082.7 ms [2021-05-26 22:46:13 main:574] : INFO : Epoch 1626 | loss: 0.0310918 | val_loss: 0.0311277 | Time: 1066.02 ms [2021-05-26 22:46:14 main:574] : INFO : Epoch 1627 | loss: 0.0310962 | val_loss: 0.0311289 | Time: 1077.59 ms [2021-05-26 22:46:15 main:574] : INFO : Epoch 1628 | loss: 0.0310926 | val_loss: 0.0311286 | Time: 1095.47 ms [2021-05-26 22:46:17 main:574] : INFO : Epoch 1629 | loss: 0.0310989 | val_loss: 0.0311447 | Time: 1057.54 ms [2021-05-26 22:46:18 main:574] : INFO : Epoch 1630 | loss: 0.0311037 | val_loss: 0.0311285 | Time: 1079.2 ms [2021-05-26 22:46:19 main:574] : INFO : Epoch 1631 | loss: 0.0311006 | val_loss: 0.0311375 | Time: 1064.79 ms [2021-05-26 22:46:20 main:574] : INFO : Epoch 1632 | loss: 0.0310932 | val_loss: 0.0311327 | Time: 1074.27 ms [2021-05-26 22:46:21 main:574] : INFO : Epoch 1633 | loss: 0.0310953 | val_loss: 0.031131 | Time: 1069.32 ms [2021-05-26 22:46:22 main:574] : INFO : Epoch 1634 | loss: 0.0310954 | val_loss: 0.0311209 | Time: 1072.44 ms [2021-05-26 22:46:23 main:574] : INFO : Epoch 1635 | loss: 0.0310931 | val_loss: 0.0311218 | Time: 1093.95 ms [2021-05-26 22:46:24 main:574] : INFO : Epoch 1636 | loss: 0.0310902 | val_loss: 0.0311257 | Time: 1061.36 ms [2021-05-26 22:46:25 main:574] : INFO : Epoch 1637 | loss: 0.0310958 | val_loss: 0.031124 | Time: 1072.18 ms [2021-05-26 22:46:26 main:574] : INFO : Epoch 1638 | loss: 0.0310929 | val_loss: 0.0311366 | Time: 1070.52 ms [2021-05-26 22:46:27 main:574] : INFO : Epoch 1639 | loss: 0.031093 | val_loss: 0.0311197 | Time: 1071.03 ms [2021-05-26 22:46:28 main:574] : INFO : Epoch 1640 | loss: 0.0310844 | val_loss: 0.0311221 | Time: 1067.82 ms [2021-05-26 22:46:29 main:574] : INFO : Epoch 1641 | loss: 0.0310877 | val_loss: 0.0311229 | Time: 1074.16 ms [2021-05-26 22:46:30 main:574] : INFO : Epoch 1642 | loss: 0.0310851 | val_loss: 0.0311222 | Time: 1062.09 ms [2021-05-26 22:46:32 main:574] : INFO : Epoch 1643 | loss: 0.0310866 | val_loss: 0.0311278 | Time: 1059.87 ms [2021-05-26 22:46:33 main:574] : INFO : Epoch 1644 | loss: 0.0310873 | val_loss: 0.0311313 | Time: 1077.89 ms [2021-05-26 22:46:34 main:574] : INFO : Epoch 1645 | loss: 0.0310947 | val_loss: 0.0311258 | Time: 1071.16 ms [2021-05-26 22:46:35 main:574] : INFO : Epoch 1646 | loss: 0.0310895 | val_loss: 0.0311251 | Time: 1086.06 ms [2021-05-26 22:46:36 main:574] : INFO : Epoch 1647 | loss: 0.0310847 | val_loss: 0.0311169 | Time: 1068.63 ms [2021-05-26 22:46:37 main:574] : INFO : Epoch 1648 | loss: 0.0310833 | val_loss: 0.0311178 | Time: 1059.47 ms [2021-05-26 22:46:38 main:574] : INFO : Epoch 1649 | loss: 0.0310856 | val_loss: 0.0311297 | Time: 1074.04 ms [2021-05-26 22:46:39 main:574] : INFO : Epoch 1650 | loss: 0.0310808 | val_loss: 0.0311217 | Time: 1082.38 ms [2021-05-26 22:46:40 main:574] : INFO : Epoch 1651 | loss: 0.0310834 | val_loss: 0.0311283 | Time: 1095.94 ms [2021-05-26 22:46:41 main:574] : INFO : Epoch 1652 | loss: 0.03108 | val_loss: 0.0311301 | Time: 1080.18 ms [2021-05-26 22:46:42 main:574] : INFO : Epoch 1653 | loss: 0.0310803 | val_loss: 0.031122 | Time: 1076.87 ms [2021-05-26 22:46:43 main:574] : INFO : Epoch 1654 | loss: 0.0310817 | val_loss: 0.0311274 | Time: 1073.95 ms [2021-05-26 22:46:44 main:574] : INFO : Epoch 1655 | loss: 0.0310847 | val_loss: 0.0311382 | Time: 1079.36 ms [2021-05-26 22:46:46 main:574] : INFO : Epoch 1656 | loss: 0.0310871 | val_loss: 0.0311442 | Time: 1068.43 ms [2021-05-26 22:46:47 main:574] : INFO : Epoch 1657 | loss: 0.0310912 | val_loss: 0.0311235 | Time: 1064.99 ms [2021-05-26 22:46:48 main:574] : INFO : Epoch 1658 | loss: 0.0310849 | val_loss: 0.0311228 | Time: 1074.38 ms [2021-05-26 22:46:49 main:574] : INFO : Epoch 1659 | loss: 0.0310796 | val_loss: 0.0311191 | Time: 1056.99 ms [2021-05-26 22:46:50 main:574] : INFO : Epoch 1660 | loss: 0.031081 | val_loss: 0.0311249 | Time: 1064.11 ms [2021-05-26 22:46:51 main:574] : INFO : Epoch 1661 | loss: 0.0310858 | val_loss: 0.0311204 | Time: 1071.18 ms [2021-05-26 22:46:52 main:574] : INFO : Epoch 1662 | loss: 0.0310827 | val_loss: 0.0311187 | Time: 1076.09 ms [2021-05-26 22:46:53 main:574] : INFO : Epoch 1663 | loss: 0.031088 | val_loss: 0.0311272 | Time: 1064.65 ms [2021-05-26 22:46:54 main:574] : INFO : Epoch 1664 | loss: 0.0310816 | val_loss: 0.0311224 | Time: 1075.22 ms [2021-05-26 22:46:55 main:574] : INFO : Epoch 1665 | loss: 0.0310809 | val_loss: 0.0311227 | Time: 1073.18 ms [2021-05-26 22:46:56 main:574] : INFO : Epoch 1666 | loss: 0.0310804 | val_loss: 0.0311217 | Time: 1076.82 ms [2021-05-26 22:46:57 main:574] : INFO : Epoch 1667 | loss: 0.0310904 | val_loss: 0.0311537 | Time: 1084.34 ms [2021-05-26 22:46:58 main:574] : INFO : Epoch 1668 | loss: 0.0310892 | val_loss: 0.0311368 | Time: 1072.54 ms [2021-05-26 22:47:00 main:574] : INFO : Epoch 1669 | loss: 0.0310825 | val_loss: 0.0311282 | Time: 1075.54 ms [2021-05-26 22:47:01 main:574] : INFO : Epoch 1670 | loss: 0.0310826 | val_loss: 0.0311404 | Time: 1073.65 ms [2021-05-26 22:47:02 main:574] : INFO : Epoch 1671 | loss: 0.0310929 | val_loss: 0.0311315 | Time: 1075.22 ms [2021-05-26 22:47:03 main:574] : INFO : Epoch 1672 | loss: 0.031087 | val_loss: 0.0311246 | Time: 1067.42 ms [2021-05-26 22:47:04 main:574] : INFO : Epoch 1673 | loss: 0.0310854 | val_loss: 0.031127 | Time: 1064.6 ms [2021-05-26 22:47:05 main:574] : INFO : Epoch 1674 | loss: 0.0310821 | val_loss: 0.031129 | Time: 1072.88 ms [2021-05-26 22:47:06 main:574] : INFO : Epoch 1675 | loss: 0.0310794 | val_loss: 0.0311262 | Time: 1073.37 ms [2021-05-26 22:47:07 main:574] : INFO : Epoch 1676 | loss: 0.0310777 | val_loss: 0.0311206 | Time: 1070.17 ms [2021-05-26 22:47:08 main:574] : INFO : Epoch 1677 | loss: 0.0310814 | val_loss: 0.0311257 | Time: 1060.9 ms [2021-05-26 22:47:09 main:574] : INFO : Epoch 1678 | loss: 0.0310775 | val_loss: 0.0311353 | Time: 1060.48 ms [2021-05-26 22:47:10 main:574] : INFO : Epoch 1679 | loss: 0.0310908 | val_loss: 0.0311244 | Time: 1061.64 ms [2021-05-26 22:47:11 main:574] : INFO : Epoch 1680 | loss: 0.0310864 | val_loss: 0.0311386 | Time: 1071.88 ms [2021-05-26 22:47:12 main:574] : INFO : Epoch 1681 | loss: 0.0310876 | val_loss: 0.0311234 | Time: 1050.8 ms [2021-05-26 22:47:13 main:574] : INFO : Epoch 1682 | loss: 0.0310853 | val_loss: 0.0311326 | Time: 1077.93 ms [2021-05-26 22:47:14 main:574] : INFO : Epoch 1683 | loss: 0.0310866 | val_loss: 0.0311286 | Time: 1067.92 ms [2021-05-26 22:47:16 main:574] : INFO : Epoch 1684 | loss: 0.0310871 | val_loss: 0.0311209 | Time: 1072.26 ms [2021-05-26 22:47:17 main:574] : INFO : Epoch 1685 | loss: 0.0310881 | val_loss: 0.0311257 | Time: 1075.26 ms [2021-05-26 22:47:18 main:574] : INFO : Epoch 1686 | loss: 0.0310799 | val_loss: 0.0311257 | Time: 1083.08 ms [2021-05-26 22:47:19 main:574] : INFO : Epoch 1687 | loss: 0.0310824 | val_loss: 0.0311253 | Time: 1071.67 ms [2021-05-26 22:47:20 main:574] : INFO : Epoch 1688 | loss: 0.031085 | val_loss: 0.0311308 | Time: 1059.97 ms [2021-05-26 22:47:21 main:574] : INFO : Epoch 1689 | loss: 0.0310806 | val_loss: 0.0311347 | Time: 1078.86 ms [2021-05-26 22:47:22 main:574] : INFO : Epoch 1690 | loss: 0.0310893 | val_loss: 0.0311366 | Time: 1071.35 ms [2021-05-26 22:47:23 main:574] : INFO : Epoch 1691 | loss: 0.0310905 | val_loss: 0.0311379 | Time: 1074.82 ms [2021-05-26 22:47:24 main:574] : INFO : Epoch 1692 | loss: 0.03109 | val_loss: 0.031134 | Time: 1068.46 ms [2021-05-26 22:47:25 main:574] : INFO : Epoch 1693 | loss: 0.0310923 | val_loss: 0.0311281 | Time: 1068.69 ms [2021-05-26 22:47:26 main:574] : INFO : Epoch 1694 | loss: 0.0310832 | val_loss: 0.031124 | Time: 1076.85 ms [2021-05-26 22:47:27 main:574] : INFO : Epoch 1695 | loss: 0.0310784 | val_loss: 0.0311282 | Time: 1073.14 ms [2021-05-26 22:47:28 main:574] : INFO : Epoch 1696 | loss: 0.031082 | val_loss: 0.0311252 | Time: 1072.72 ms [2021-05-26 22:47:30 main:574] : INFO : Epoch 1697 | loss: 0.0310818 | val_loss: 0.0311451 | Time: 1069.39 ms [2021-05-26 22:47:31 main:574] : INFO : Epoch 1698 | loss: 0.0311005 | val_loss: 0.0311298 | Time: 1085.55 ms [2021-05-26 22:47:32 main:574] : INFO : Epoch 1699 | loss: 0.0310873 | val_loss: 0.0311396 | Time: 1075.01 ms [2021-05-26 22:47:33 main:574] : INFO : Epoch 1700 | loss: 0.0310847 | val_loss: 0.0311266 | Time: 1064.33 ms [2021-05-26 22:47:34 main:574] : INFO : Epoch 1701 | loss: 0.0310791 | val_loss: 0.0311174 | Time: 1069.53 ms [2021-05-26 22:47:35 main:574] : INFO : Epoch 1702 | loss: 0.0310812 | val_loss: 0.0311313 | Time: 1084.05 ms [2021-05-26 22:47:36 main:574] : INFO : Epoch 1703 | loss: 0.0310903 | val_loss: 0.031143 | Time: 1067.75 ms [2021-05-26 22:47:37 main:574] : INFO : Epoch 1704 | loss: 0.031085 | val_loss: 0.0311303 | Time: 1071.91 ms [2021-05-26 22:47:38 main:574] : INFO : Epoch 1705 | loss: 0.0310858 | val_loss: 0.0311477 | Time: 1087.29 ms [2021-05-26 22:47:39 main:574] : INFO : Epoch 1706 | loss: 0.0310823 | val_loss: 0.0311338 | Time: 1075.8 ms [2021-05-26 22:47:40 main:574] : INFO : Epoch 1707 | loss: 0.0310955 | val_loss: 0.0311252 | Time: 1074.7 ms [2021-05-26 22:47:41 main:574] : INFO : Epoch 1708 | loss: 0.0310907 | val_loss: 0.0311362 | Time: 1069.69 ms [2021-05-26 22:47:42 main:574] : INFO : Epoch 1709 | loss: 0.0310887 | val_loss: 0.0311232 | Time: 1060.65 ms [2021-05-26 22:47:43 main:574] : INFO : Epoch 1710 | loss: 0.0310827 | val_loss: 0.0311222 | Time: 1073.31 ms [2021-05-26 22:47:45 main:574] : INFO : Epoch 1711 | loss: 0.0310928 | val_loss: 0.0311474 | Time: 1087.72 ms [2021-05-26 22:47:46 main:574] : INFO : Epoch 1712 | loss: 0.0311065 | val_loss: 0.0311367 | Time: 1064.08 ms [2021-05-26 22:47:47 main:574] : INFO : Epoch 1713 | loss: 0.0311007 | val_loss: 0.0311358 | Time: 1076.48 ms [2021-05-26 22:47:48 main:574] : INFO : Epoch 1714 | loss: 0.0310971 | val_loss: 0.0311273 | Time: 1066.81 ms [2021-05-26 22:47:49 main:574] : INFO : Epoch 1715 | loss: 0.0310937 | val_loss: 0.0311235 | Time: 1073.14 ms [2021-05-26 22:47:50 main:574] : INFO : Epoch 1716 | loss: 0.0310891 | val_loss: 0.031152 | Time: 1082.19 ms [2021-05-26 22:47:51 main:574] : INFO : Epoch 1717 | loss: 0.0310863 | val_loss: 0.0311239 | Time: 1073.61 ms [2021-05-26 22:47:52 main:574] : INFO : Epoch 1718 | loss: 0.0310825 | val_loss: 0.0311357 | Time: 1069.85 ms [2021-05-26 22:47:53 main:574] : INFO : Epoch 1719 | loss: 0.0310856 | val_loss: 0.0311296 | Time: 1079.02 ms [2021-05-26 22:47:54 main:574] : INFO : Epoch 1720 | loss: 0.0310798 | val_loss: 0.0311188 | Time: 1078.34 ms [2021-05-26 22:47:55 main:574] : INFO : Epoch 1721 | loss: 0.0310813 | val_loss: 0.0311249 | Time: 1064.93 ms [2021-05-26 22:47:56 main:574] : INFO : Epoch 1722 | loss: 0.0310873 | val_loss: 0.0311201 | Time: 1076.98 ms [2021-05-26 22:47:57 main:574] : INFO : Epoch 1723 | loss: 0.0310861 | val_loss: 0.0311179 | Time: 1084.55 ms [2021-05-26 22:47:59 main:574] : INFO : Epoch 1724 | loss: 0.0310853 | val_loss: 0.0311301 | Time: 1077.51 ms [2021-05-26 22:48:00 main:574] : INFO : Epoch 1725 | loss: 0.0310816 | val_loss: 0.0311295 | Time: 1074.08 ms [2021-05-26 22:48:01 main:574] : INFO : Epoch 1726 | loss: 0.0311039 | val_loss: 0.0311628 | Time: 1073.59 ms [2021-05-26 22:48:02 main:574] : INFO : Epoch 1727 | loss: 0.0311052 | val_loss: 0.0311347 | Time: 1079.99 ms [2021-05-26 22:48:03 main:574] : INFO : Epoch 1728 | loss: 0.0310929 | val_loss: 0.0311214 | Time: 1084.95 ms [2021-05-26 22:48:04 main:574] : INFO : Epoch 1729 | loss: 0.0310887 | val_loss: 0.0311323 | Time: 1074.04 ms [2021-05-26 22:48:05 main:574] : INFO : Epoch 1730 | loss: 0.0310859 | val_loss: 0.0311316 | Time: 1079.17 ms [2021-05-26 22:48:06 main:574] : INFO : Epoch 1731 | loss: 0.0310853 | val_loss: 0.0311212 | Time: 1069.54 ms [2021-05-26 22:48:07 main:574] : INFO : Epoch 1732 | loss: 0.0310872 | val_loss: 0.0311336 | Time: 1072.22 ms [2021-05-26 22:48:08 main:574] : INFO : Epoch 1733 | loss: 0.031117 | val_loss: 0.0311689 | Time: 1072.52 ms [2021-05-26 22:48:09 main:574] : INFO : Epoch 1734 | loss: 0.0311661 | val_loss: 0.0311653 | Time: 1077.83 ms [2021-05-26 22:48:10 main:574] : INFO : Epoch 1735 | loss: 0.0311544 | val_loss: 0.0311673 | Time: 1073.4 ms [2021-05-26 22:48:11 main:574] : INFO : Epoch 1736 | loss: 0.0311526 | val_loss: 0.0311654 | Time: 1063.35 ms [2021-05-26 22:48:13 main:574] : INFO : Epoch 1737 | loss: 0.0311574 | val_loss: 0.0311661 | Time: 1082.84 ms [2021-05-26 22:48:14 main:574] : INFO : Epoch 1738 | loss: 0.031147 | val_loss: 0.0311574 | Time: 1058.56 ms [2021-05-26 22:48:15 main:574] : INFO : Epoch 1739 | loss: 0.0311415 | val_loss: 0.0311514 | Time: 1060.66 ms [2021-05-26 22:48:16 main:574] : INFO : Epoch 1740 | loss: 0.0311431 | val_loss: 0.0311637 | Time: 1065.89 ms [2021-05-26 22:48:17 main:574] : INFO : Epoch 1741 | loss: 0.0311414 | val_loss: 0.0311501 | Time: 1059.7 ms [2021-05-26 22:48:18 main:574] : INFO : Epoch 1742 | loss: 0.0311385 | val_loss: 0.0311476 | Time: 1069.08 ms [2021-05-26 22:48:19 main:574] : INFO : Epoch 1743 | loss: 0.0311461 | val_loss: 0.0311511 | Time: 1081.06 ms [2021-05-26 22:48:20 main:574] : INFO : Epoch 1744 | loss: 0.0311413 | val_loss: 0.0311512 | Time: 1076.92 ms [2021-05-26 22:48:21 main:574] : INFO : Epoch 1745 | loss: 0.031139 | val_loss: 0.0311559 | Time: 1070.02 ms [2021-05-26 22:48:22 main:574] : INFO : Epoch 1746 | loss: 0.0311395 | val_loss: 0.0311483 | Time: 1063.01 ms [2021-05-26 22:48:23 main:574] : INFO : Epoch 1747 | loss: 0.0311389 | val_loss: 0.0311518 | Time: 1068.21 ms [2021-05-26 22:48:24 main:574] : INFO : Epoch 1748 | loss: 0.0311384 | val_loss: 0.0311585 | Time: 1068.55 ms [2021-05-26 22:48:25 main:574] : INFO : Epoch 1749 | loss: 0.0311356 | val_loss: 0.0311536 | Time: 1089.42 ms [2021-05-26 22:48:26 main:574] : INFO : Epoch 1750 | loss: 0.0311373 | val_loss: 0.0311637 | Time: 1077.23 ms [2021-05-26 22:48:28 main:574] : INFO : Epoch 1751 | loss: 0.0311368 | val_loss: 0.0311562 | Time: 1082.67 ms [2021-05-26 22:48:29 main:574] : INFO : Epoch 1752 | loss: 0.031133 | val_loss: 0.0311534 | Time: 1075.13 ms [2021-05-26 22:48:30 main:574] : INFO : Epoch 1753 | loss: 0.0311287 | val_loss: 0.0311513 | Time: 1073.18 ms [2021-05-26 22:48:31 main:574] : INFO : Epoch 1754 | loss: 0.0311398 | val_loss: 0.0311629 | Time: 1065.6 ms [2021-05-26 22:48:32 main:574] : INFO : Epoch 1755 | loss: 0.0311531 | val_loss: 0.0311593 | Time: 1074.7 ms [2021-05-26 22:48:33 main:574] : INFO : Epoch 1756 | loss: 0.0311459 | val_loss: 0.0311628 | Time: 1071.4 ms [2021-05-26 22:48:34 main:574] : INFO : Epoch 1757 | loss: 0.0311483 | val_loss: 0.0311645 | Time: 1080.17 ms [2021-05-26 22:48:35 main:574] : INFO : Epoch 1758 | loss: 0.0311499 | val_loss: 0.0311769 | Time: 1066.97 ms [2021-05-26 22:48:36 main:574] : INFO : Epoch 1759 | loss: 0.0311568 | val_loss: 0.0311625 | Time: 1063.73 ms [2021-05-26 22:48:37 main:574] : INFO : Epoch 1760 | loss: 0.0311384 | val_loss: 0.0311537 | Time: 1075.06 ms [2021-05-26 22:48:38 main:574] : INFO : Epoch 1761 | loss: 0.0311421 | val_loss: 0.0311575 | Time: 1067.05 ms [2021-05-26 22:48:39 main:574] : INFO : Epoch 1762 | loss: 0.0311376 | val_loss: 0.0311578 | Time: 1063.01 ms [2021-05-26 22:48:40 main:574] : INFO : Epoch 1763 | loss: 0.0311509 | val_loss: 0.0311644 | Time: 1059.95 ms [2021-05-26 22:48:41 main:574] : INFO : Epoch 1764 | loss: 0.0311415 | val_loss: 0.0311563 | Time: 1070.36 ms [2021-05-26 22:48:43 main:574] : INFO : Epoch 1765 | loss: 0.0311417 | val_loss: 0.0311644 | Time: 1077.72 ms [2021-05-26 22:48:44 main:574] : INFO : Epoch 1766 | loss: 0.0311383 | val_loss: 0.0311519 | Time: 1065.46 ms [2021-05-26 22:48:45 main:574] : INFO : Epoch 1767 | loss: 0.0311421 | val_loss: 0.0311621 | Time: 1054.7 ms [2021-05-26 22:48:46 main:574] : INFO : Epoch 1768 | loss: 0.0311334 | val_loss: 0.0311543 | Time: 1074.55 ms [2021-05-26 22:48:47 main:574] : INFO : Epoch 1769 | loss: 0.0311268 | val_loss: 0.0311543 | Time: 1061.65 ms [2021-05-26 22:48:48 main:574] : INFO : Epoch 1770 | loss: 0.0311269 | val_loss: 0.0311557 | Time: 1064.86 ms [2021-05-26 22:48:49 main:574] : INFO : Epoch 1771 | loss: 0.0311281 | val_loss: 0.0311576 | Time: 1075.6 ms [2021-05-26 22:48:50 main:574] : INFO : Epoch 1772 | loss: 0.0311249 | val_loss: 0.031171 | Time: 1081.78 ms [2021-05-26 22:48:51 main:574] : INFO : Epoch 1773 | loss: 0.0311298 | val_loss: 0.0311677 | Time: 1075.85 ms [2021-05-26 22:48:52 main:574] : INFO : Epoch 1774 | loss: 0.0311313 | val_loss: 0.0311514 | Time: 1076.92 ms [2021-05-26 22:48:53 main:574] : INFO : Epoch 1775 | loss: 0.0311283 | val_loss: 0.031155 | Time: 1071.14 ms [2021-05-26 22:48:54 main:574] : INFO : Epoch 1776 | loss: 0.0311267 | val_loss: 0.0311537 | Time: 1074.77 ms [2021-05-26 22:48:55 main:574] : INFO : Epoch 1777 | loss: 0.0311272 | val_loss: 0.0311639 | Time: 1088.24 ms [2021-05-26 22:48:57 main:574] : INFO : Epoch 1778 | loss: 0.0311333 | val_loss: 0.0311549 | Time: 1072.23 ms [2021-05-26 22:48:58 main:574] : INFO : Epoch 1779 | loss: 0.0311301 | val_loss: 0.0311552 | Time: 1085.17 ms [2021-05-26 22:48:59 main:574] : INFO : Epoch 1780 | loss: 0.0311265 | val_loss: 0.0311577 | Time: 1058.47 ms [2021-05-26 22:49:00 main:574] : INFO : Epoch 1781 | loss: 0.0311309 | val_loss: 0.0311617 | Time: 1091.5 ms [2021-05-26 22:49:01 main:574] : INFO : Epoch 1782 | loss: 0.0311348 | val_loss: 0.0311693 | Time: 1080.66 ms [2021-05-26 22:49:02 main:574] : INFO : Epoch 1783 | loss: 0.0311253 | val_loss: 0.0311557 | Time: 1068.67 ms [2021-05-26 22:49:03 main:574] : INFO : Epoch 1784 | loss: 0.0311286 | val_loss: 0.0311516 | Time: 1076.42 ms [2021-05-26 22:49:04 main:574] : INFO : Epoch 1785 | loss: 0.0311286 | val_loss: 0.031151 | Time: 1075.3 ms [2021-05-26 22:49:05 main:574] : INFO : Epoch 1786 | loss: 0.0311209 | val_loss: 0.0311578 | Time: 1070.33 ms [2021-05-26 22:49:06 main:574] : INFO : Epoch 1787 | loss: 0.031121 | val_loss: 0.031149 | Time: 1072.36 ms [2021-05-26 22:49:07 main:574] : INFO : Epoch 1788 | loss: 0.0311204 | val_loss: 0.0311633 | Time: 1067.54 ms [2021-05-26 22:49:08 main:574] : INFO : Epoch 1789 | loss: 0.0311243 | val_loss: 0.0311577 | Time: 1078.68 ms [2021-05-26 22:49:09 main:574] : INFO : Epoch 1790 | loss: 0.0311206 | val_loss: 0.0311694 | Time: 1063.12 ms [2021-05-26 22:49:11 main:574] : INFO : Epoch 1791 | loss: 0.0311218 | val_loss: 0.0311743 | Time: 1070.09 ms [2021-05-26 22:49:12 main:574] : INFO : Epoch 1792 | loss: 0.0311385 | val_loss: 0.0311576 | Time: 1076.64 ms [2021-05-26 22:49:13 main:574] : INFO : Epoch 1793 | loss: 0.031121 | val_loss: 0.0311501 | Time: 1079.16 ms [2021-05-26 22:49:14 main:574] : INFO : Epoch 1794 | loss: 0.0311149 | val_loss: 0.0311493 | Time: 1071.35 ms [2021-05-26 22:49:15 main:574] : INFO : Epoch 1795 | loss: 0.0311162 | val_loss: 0.0311541 | Time: 1062.45 ms [2021-05-26 22:49:16 main:574] : INFO : Epoch 1796 | loss: 0.0311139 | val_loss: 0.0311543 | Time: 1075.48 ms [2021-05-26 22:49:17 main:574] : INFO : Epoch 1797 | loss: 0.0311201 | val_loss: 0.0311568 | Time: 1070.51 ms [2021-05-26 22:49:18 main:574] : INFO : Epoch 1798 | loss: 0.0311153 | val_loss: 0.0311471 | Time: 1072.11 ms [2021-05-26 22:49:19 main:574] : INFO : Epoch 1799 | loss: 0.0311146 | val_loss: 0.0311518 | Time: 1064.99 ms [2021-05-26 22:49:20 main:574] : INFO : Epoch 1800 | loss: 0.03112 | val_loss: 0.0311525 | Time: 1076.75 ms [2021-05-26 22:49:21 main:574] : INFO : Epoch 1801 | loss: 0.031112 | val_loss: 0.0311502 | Time: 1056.24 ms [2021-05-26 22:49:22 main:574] : INFO : Epoch 1802 | loss: 0.0311155 | val_loss: 0.0311582 | Time: 1070.62 ms [2021-05-26 22:49:23 main:574] : INFO : Epoch 1803 | loss: 0.0311178 | val_loss: 0.0311758 | Time: 1070.43 ms [2021-05-26 22:49:24 main:574] : INFO : Epoch 1804 | loss: 0.0311264 | val_loss: 0.0311638 | Time: 1071.85 ms [2021-05-26 22:49:26 main:574] : INFO : Epoch 1805 | loss: 0.0311225 | val_loss: 0.0311532 | Time: 1076.04 ms [2021-05-26 22:49:27 main:574] : INFO : Epoch 1806 | loss: 0.0311199 | val_loss: 0.0311466 | Time: 1075.97 ms [2021-05-26 22:49:28 main:574] : INFO : Epoch 1807 | loss: 0.0311177 | val_loss: 0.0311577 | Time: 1070.28 ms [2021-05-26 22:49:29 main:574] : INFO : Epoch 1808 | loss: 0.0311254 | val_loss: 0.0311527 | Time: 1078.92 ms [2021-05-26 22:49:30 main:574] : INFO : Epoch 1809 | loss: 0.0311163 | val_loss: 0.0311578 | Time: 1068.74 ms [2021-05-26 22:49:31 main:574] : INFO : Epoch 1810 | loss: 0.0311144 | val_loss: 0.0311542 | Time: 1078.92 ms [2021-05-26 22:49:32 main:574] : INFO : Epoch 1811 | loss: 0.0311118 | val_loss: 0.031147 | Time: 1065.85 ms [2021-05-26 22:49:33 main:574] : INFO : Epoch 1812 | loss: 0.031114 | val_loss: 0.0311522 | Time: 1066.5 ms [2021-05-26 22:49:34 main:574] : INFO : Epoch 1813 | loss: 0.0311131 | val_loss: 0.0311469 | Time: 1077.06 ms [2021-05-26 22:49:35 main:574] : INFO : Epoch 1814 | loss: 0.0311142 | val_loss: 0.031158 | Time: 1066.72 ms [2021-05-26 22:49:36 main:574] : INFO : Epoch 1815 | loss: 0.0311133 | val_loss: 0.0311543 | Time: 1054.99 ms [2021-05-26 22:49:37 main:574] : INFO : Epoch 1816 | loss: 0.0311149 | val_loss: 0.0311557 | Time: 1076.2 ms [2021-05-26 22:49:38 main:574] : INFO : Epoch 1817 | loss: 0.0311122 | val_loss: 0.031154 | Time: 1078.72 ms [2021-05-26 22:49:39 main:574] : INFO : Epoch 1818 | loss: 0.0311169 | val_loss: 0.0311549 | Time: 1074.88 ms [2021-05-26 22:49:41 main:574] : INFO : Epoch 1819 | loss: 0.0311102 | val_loss: 0.0311544 | Time: 1077.61 ms [2021-05-26 22:49:42 main:574] : INFO : Epoch 1820 | loss: 0.031114 | val_loss: 0.0311546 | Time: 1067.32 ms [2021-05-26 22:49:43 main:574] : INFO : Epoch 1821 | loss: 0.0311194 | val_loss: 0.0311479 | Time: 1089.77 ms [2021-05-26 22:49:44 main:574] : INFO : Epoch 1822 | loss: 0.0311147 | val_loss: 0.0311634 | Time: 1083.23 ms [2021-05-26 22:49:45 main:574] : INFO : Epoch 1823 | loss: 0.0311168 | val_loss: 0.0311547 | Time: 1078.36 ms [2021-05-26 22:49:46 main:574] : INFO : Epoch 1824 | loss: 0.0311173 | val_loss: 0.0311478 | Time: 1070.83 ms [2021-05-26 22:49:47 main:574] : INFO : Epoch 1825 | loss: 0.0311174 | val_loss: 0.0311531 | Time: 1086.57 ms [2021-05-26 22:49:48 main:574] : INFO : Epoch 1826 | loss: 0.0311138 | val_loss: 0.0311517 | Time: 1060.76 ms [2021-05-26 22:49:49 main:574] : INFO : Epoch 1827 | loss: 0.0311105 | val_loss: 0.0311556 | Time: 1074.36 ms [2021-05-26 22:49:50 main:574] : INFO : Epoch 1828 | loss: 0.0311187 | val_loss: 0.0311538 | Time: 1069.37 ms [2021-05-26 22:49:51 main:574] : INFO : Epoch 1829 | loss: 0.0311134 | val_loss: 0.0311626 | Time: 1076 ms [2021-05-26 22:49:52 main:574] : INFO : Epoch 1830 | loss: 0.0311171 | val_loss: 0.0311516 | Time: 1076.09 ms [2021-05-26 22:49:53 main:574] : INFO : Epoch 1831 | loss: 0.0311149 | val_loss: 0.0311459 | Time: 1074.03 ms [2021-05-26 22:49:55 main:574] : INFO : Epoch 1832 | loss: 0.031113 | val_loss: 0.0311456 | Time: 1074.58 ms [2021-05-26 22:49:56 main:574] : INFO : Epoch 1833 | loss: 0.0311224 | val_loss: 0.0311531 | Time: 1070.51 ms [2021-05-26 22:49:57 main:574] : INFO : Epoch 1834 | loss: 0.0311165 | val_loss: 0.0311516 | Time: 1063.47 ms [2021-05-26 22:49:58 main:574] : INFO : Epoch 1835 | loss: 0.0311286 | val_loss: 0.0311575 | Time: 1070.23 ms [2021-05-26 22:49:59 main:574] : INFO : Epoch 1836 | loss: 0.031127 | val_loss: 0.0311591 | Time: 1082.39 ms [2021-05-26 22:50:00 main:574] : INFO : Epoch 1837 | loss: 0.0311316 | val_loss: 0.031171 | Time: 1061.84 ms [2021-05-26 22:50:01 main:574] : INFO : Epoch 1838 | loss: 0.0311305 | val_loss: 0.031162 | Time: 1064.65 ms [2021-05-26 22:50:02 main:574] : INFO : Epoch 1839 | loss: 0.0311279 | val_loss: 0.0311481 | Time: 1085.6 ms [2021-05-26 22:50:03 main:574] : INFO : Epoch 1840 | loss: 0.0311227 | val_loss: 0.0311603 | Time: 1076.02 ms [2021-05-26 22:50:04 main:574] : INFO : Epoch 1841 | loss: 0.0311278 | val_loss: 0.0311693 | Time: 1078.35 ms [2021-05-26 22:50:05 main:574] : INFO : Epoch 1842 | loss: 0.031129 | val_loss: 0.031141 | Time: 1091.25 ms [2021-05-26 22:50:06 main:574] : INFO : Epoch 1843 | loss: 0.031131 | val_loss: 0.0311397 | Time: 1060.24 ms [2021-05-26 22:50:07 main:574] : INFO : Epoch 1844 | loss: 0.0311221 | val_loss: 0.0311413 | Time: 1080.12 ms [2021-05-26 22:50:09 main:574] : INFO : Epoch 1845 | loss: 0.0311308 | val_loss: 0.0311448 | Time: 1073.08 ms [2021-05-26 22:50:10 main:574] : INFO : Epoch 1846 | loss: 0.0311336 | val_loss: 0.0311431 | Time: 1073.24 ms [2021-05-26 22:50:11 main:574] : INFO : Epoch 1847 | loss: 0.0311502 | val_loss: 0.0311656 | Time: 1063.54 ms [2021-05-26 22:50:12 main:574] : INFO : Epoch 1848 | loss: 0.0311661 | val_loss: 0.0311767 | Time: 1074.34 ms [2021-05-26 22:50:13 main:574] : INFO : Epoch 1849 | loss: 0.0311761 | val_loss: 0.0311798 | Time: 1071.85 ms [2021-05-26 22:50:14 main:574] : INFO : Epoch 1850 | loss: 0.0311991 | val_loss: 0.0312181 | Time: 1070.77 ms [2021-05-26 22:50:15 main:574] : INFO : Epoch 1851 | loss: 0.0312203 | val_loss: 0.0312155 | Time: 1061.12 ms [2021-05-26 22:50:16 main:574] : INFO : Epoch 1852 | loss: 0.0312148 | val_loss: 0.0312107 | Time: 1067.96 ms [2021-05-26 22:50:17 main:574] : INFO : Epoch 1853 | loss: 0.0312098 | val_loss: 0.03121 | Time: 1062.79 ms [2021-05-26 22:50:18 main:574] : INFO : Epoch 1854 | loss: 0.0312065 | val_loss: 0.0312107 | Time: 1070.39 ms [2021-05-26 22:50:19 main:574] : INFO : Epoch 1855 | loss: 0.031205 | val_loss: 0.0312049 | Time: 1069.36 ms [2021-05-26 22:50:20 main:574] : INFO : Epoch 1856 | loss: 0.0312007 | val_loss: 0.0312004 | Time: 1073.11 ms [2021-05-26 22:50:21 main:574] : INFO : Epoch 1857 | loss: 0.0311983 | val_loss: 0.0312011 | Time: 1058.48 ms [2021-05-26 22:50:22 main:574] : INFO : Epoch 1858 | loss: 0.0311978 | val_loss: 0.0311986 | Time: 1076.75 ms [2021-05-26 22:50:24 main:574] : INFO : Epoch 1859 | loss: 0.0311953 | val_loss: 0.0311975 | Time: 1077.36 ms [2021-05-26 22:50:25 main:574] : INFO : Epoch 1860 | loss: 0.0311947 | val_loss: 0.0311988 | Time: 1070.19 ms [2021-05-26 22:50:26 main:574] : INFO : Epoch 1861 | loss: 0.0311939 | val_loss: 0.031194 | Time: 1068.91 ms [2021-05-26 22:50:27 main:574] : INFO : Epoch 1862 | loss: 0.031191 | val_loss: 0.0311935 | Time: 1067.01 ms [2021-05-26 22:50:28 main:574] : INFO : Epoch 1863 | loss: 0.0311896 | val_loss: 0.0311951 | Time: 1073.05 ms [2021-05-26 22:50:29 main:574] : INFO : Epoch 1864 | loss: 0.031189 | val_loss: 0.0311898 | Time: 1070.2 ms [2021-05-26 22:50:30 main:574] : INFO : Epoch 1865 | loss: 0.0311871 | val_loss: 0.0311912 | Time: 1062.46 ms [2021-05-26 22:50:31 main:574] : INFO : Epoch 1866 | loss: 0.0311868 | val_loss: 0.03119 | Time: 1070.09 ms [2021-05-26 22:50:32 main:574] : INFO : Epoch 1867 | loss: 0.0311856 | val_loss: 0.031189 | Time: 1083.16 ms [2021-05-26 22:50:33 main:574] : INFO : Epoch 1868 | loss: 0.0311863 | val_loss: 0.031191 | Time: 1081.34 ms [2021-05-26 22:50:34 main:574] : INFO : Epoch 1869 | loss: 0.0311892 | val_loss: 0.0311976 | Time: 1085.15 ms [2021-05-26 22:50:35 main:574] : INFO : Epoch 1870 | loss: 0.0311858 | val_loss: 0.0311871 | Time: 1082.78 ms [2021-05-26 22:50:36 main:574] : INFO : Epoch 1871 | loss: 0.0311829 | val_loss: 0.0311902 | Time: 1064.66 ms [2021-05-26 22:50:38 main:574] : INFO : Epoch 1872 | loss: 0.0311849 | val_loss: 0.031189 | Time: 1088.47 ms [2021-05-26 22:50:39 main:574] : INFO : Epoch 1873 | loss: 0.0311832 | val_loss: 0.0311875 | Time: 1071.49 ms [2021-05-26 22:50:40 main:574] : INFO : Epoch 1874 | loss: 0.0311818 | val_loss: 0.0311871 | Time: 1069.24 ms [2021-05-26 22:50:41 main:574] : INFO : Epoch 1875 | loss: 0.0311831 | val_loss: 0.031189 | Time: 1071.34 ms [2021-05-26 22:50:42 main:574] : INFO : Epoch 1876 | loss: 0.0311794 | val_loss: 0.0311857 | Time: 1067.97 ms [2021-05-26 22:50:43 main:574] : INFO : Epoch 1877 | loss: 0.0311801 | val_loss: 0.0311857 | Time: 1069.86 ms [2021-05-26 22:50:44 main:574] : INFO : Epoch 1878 | loss: 0.0311804 | val_loss: 0.0311841 | Time: 1067.73 ms [2021-05-26 22:50:45 main:574] : INFO : Epoch 1879 | loss: 0.0311794 | val_loss: 0.0311872 | Time: 1069.83 ms [2021-05-26 22:50:46 main:574] : INFO : Epoch 1880 | loss: 0.031179 | val_loss: 0.0311837 | Time: 1086.24 ms [2021-05-26 22:50:47 main:574] : INFO : Epoch 1881 | loss: 0.0311802 | val_loss: 0.0311898 | Time: 1062.55 ms [2021-05-26 22:50:48 main:574] : INFO : Epoch 1882 | loss: 0.0311789 | val_loss: 0.0311849 | Time: 1066.01 ms [2021-05-26 22:50:49 main:574] : INFO : Epoch 1883 | loss: 0.0311787 | val_loss: 0.0311846 | Time: 1062.82 ms [2021-05-26 22:50:50 main:574] : INFO : Epoch 1884 | loss: 0.0311778 | val_loss: 0.0311843 | Time: 1079.27 ms [2021-05-26 22:50:51 main:574] : INFO : Epoch 1885 | loss: 0.0311818 | val_loss: 0.0311859 | Time: 1075.18 ms [2021-05-26 22:50:53 main:574] : INFO : Epoch 1886 | loss: 0.0311789 | val_loss: 0.0311822 | Time: 1059.3 ms [2021-05-26 22:50:54 main:574] : INFO : Epoch 1887 | loss: 0.0311774 | val_loss: 0.0311813 | Time: 1073.73 ms [2021-05-26 22:50:55 main:574] : INFO : Epoch 1888 | loss: 0.0311763 | val_loss: 0.0311847 | Time: 1071.07 ms [2021-05-26 22:50:56 main:574] : INFO : Epoch 1889 | loss: 0.0311793 | val_loss: 0.0311852 | Time: 1066.5 ms [2021-05-26 22:50:57 main:574] : INFO : Epoch 1890 | loss: 0.0311756 | val_loss: 0.0311816 | Time: 1065.25 ms [2021-05-26 22:50:58 main:574] : INFO : Epoch 1891 | loss: 0.0311773 | val_loss: 0.0311833 | Time: 1070.78 ms [2021-05-26 22:50:59 main:574] : INFO : Epoch 1892 | loss: 0.031176 | val_loss: 0.031182 | Time: 1073.78 ms [2021-05-26 22:51:00 main:574] : INFO : Epoch 1893 | loss: 0.0311754 | val_loss: 0.0311836 | Time: 1068.08 ms [2021-05-26 22:51:01 main:574] : INFO : Epoch 1894 | loss: 0.0311739 | val_loss: 0.0311885 | Time: 1078.58 ms [2021-05-26 22:51:02 main:574] : INFO : Epoch 1895 | loss: 0.0311796 | val_loss: 0.0311894 | Time: 1072.63 ms [2021-05-26 22:51:03 main:574] : INFO : Epoch 1896 | loss: 0.031175 | val_loss: 0.0311845 | Time: 1068.75 ms [2021-05-26 22:51:04 main:574] : INFO : Epoch 1897 | loss: 0.031175 | val_loss: 0.0311851 | Time: 1063.08 ms [2021-05-26 22:51:05 main:574] : INFO : Epoch 1898 | loss: 0.0311767 | val_loss: 0.0311817 | Time: 1079.46 ms [2021-05-26 22:51:06 main:574] : INFO : Epoch 1899 | loss: 0.0311746 | val_loss: 0.031185 | Time: 1073.21 ms [2021-05-26 22:51:08 main:574] : INFO : Epoch 1900 | loss: 0.0311734 | val_loss: 0.0311827 | Time: 1069.49 ms [2021-05-26 22:51:09 main:574] : INFO : Epoch 1901 | loss: 0.031175 | val_loss: 0.031193 | Time: 1071.39 ms [2021-05-26 22:51:10 main:574] : INFO : Epoch 1902 | loss: 0.0311806 | val_loss: 0.0311893 | Time: 1050.66 ms [2021-05-26 22:51:11 main:574] : INFO : Epoch 1903 | loss: 0.0311733 | val_loss: 0.0311792 | Time: 1066.24 ms [2021-05-26 22:51:12 main:574] : INFO : Epoch 1904 | loss: 0.0311711 | val_loss: 0.0311803 | Time: 1063.92 ms [2021-05-26 22:51:13 main:574] : INFO : Epoch 1905 | loss: 0.0311718 | val_loss: 0.0311805 | Time: 1084.96 ms [2021-05-26 22:51:14 main:574] : INFO : Epoch 1906 | loss: 0.031171 | val_loss: 0.0311802 | Time: 1080.01 ms [2021-05-26 22:51:15 main:574] : INFO : Epoch 1907 | loss: 0.0311697 | val_loss: 0.0311791 | Time: 1093.32 ms [2021-05-26 22:51:16 main:574] : INFO : Epoch 1908 | loss: 0.0311705 | val_loss: 0.0311811 | Time: 1066.1 ms [2021-05-26 22:51:17 main:574] : INFO : Epoch 1909 | loss: 0.0311703 | val_loss: 0.0311816 | Time: 1061.22 ms [2021-05-26 22:51:18 main:574] : INFO : Epoch 1910 | loss: 0.0311694 | val_loss: 0.0311804 | Time: 1065.52 ms [2021-05-26 22:51:19 main:574] : INFO : Epoch 1911 | loss: 0.0311812 | val_loss: 0.0311959 | Time: 1075.65 ms [2021-05-26 22:51:20 main:574] : INFO : Epoch 1912 | loss: 0.0312017 | val_loss: 0.0312046 | Time: 1062.97 ms [2021-05-26 22:51:21 main:574] : INFO : Epoch 1913 | loss: 0.0311969 | val_loss: 0.0311971 | Time: 1088.33 ms [2021-05-26 22:51:23 main:574] : INFO : Epoch 1914 | loss: 0.0311911 | val_loss: 0.0311925 | Time: 1065.23 ms [2021-05-26 22:51:24 main:574] : INFO : Epoch 1915 | loss: 0.0311925 | val_loss: 0.0311945 | Time: 1067.73 ms [2021-05-26 22:51:25 main:574] : INFO : Epoch 1916 | loss: 0.0311947 | val_loss: 0.0311923 | Time: 1067.42 ms [2021-05-26 22:51:26 main:574] : INFO : Epoch 1917 | loss: 0.0311906 | val_loss: 0.031187 | Time: 1069.19 ms [2021-05-26 22:51:27 main:574] : INFO : Epoch 1918 | loss: 0.0311865 | val_loss: 0.0311887 | Time: 1078.27 ms [2021-05-26 22:51:28 main:574] : INFO : Epoch 1919 | loss: 0.0311854 | val_loss: 0.0311855 | Time: 1073.09 ms [2021-05-26 22:51:29 main:574] : INFO : Epoch 1920 | loss: 0.0311847 | val_loss: 0.0311845 | Time: 1071.68 ms [2021-05-26 22:51:30 main:574] : INFO : Epoch 1921 | loss: 0.0311844 | val_loss: 0.0311844 | Time: 1076.01 ms [2021-05-26 22:51:31 main:574] : INFO : Epoch 1922 | loss: 0.0311836 | val_loss: 0.0311871 | Time: 1068.97 ms [2021-05-26 22:51:32 main:574] : INFO : Epoch 1923 | loss: 0.0311887 | val_loss: 0.0311888 | Time: 1065.44 ms [2021-05-26 22:51:33 main:574] : INFO : Epoch 1924 | loss: 0.0311867 | val_loss: 0.0311843 | Time: 1065.85 ms [2021-05-26 22:51:34 main:574] : INFO : Epoch 1925 | loss: 0.031184 | val_loss: 0.0311828 | Time: 1071.97 ms [2021-05-26 22:51:35 main:574] : INFO : Epoch 1926 | loss: 0.0311817 | val_loss: 0.0311815 | Time: 1067.44 ms [2021-05-26 22:51:36 main:574] : INFO : Epoch 1927 | loss: 0.0311823 | val_loss: 0.0311814 | Time: 1096 ms [2021-05-26 22:51:38 main:574] : INFO : Epoch 1928 | loss: 0.0311806 | val_loss: 0.0311825 | Time: 1082.93 ms [2021-05-26 22:51:39 main:574] : INFO : Epoch 1929 | loss: 0.0311802 | val_loss: 0.0311816 | Time: 1071 ms [2021-05-26 22:51:40 main:574] : INFO : Epoch 1930 | loss: 0.0311825 | val_loss: 0.0311802 | Time: 1073.41 ms [2021-05-26 22:51:41 main:574] : INFO : Epoch 1931 | loss: 0.0311823 | val_loss: 0.0311823 | Time: 1063.7 ms [2021-05-26 22:51:42 main:574] : INFO : Epoch 1932 | loss: 0.0311842 | val_loss: 0.0311834 | Time: 1060.59 ms [2021-05-26 22:51:43 main:574] : INFO : Epoch 1933 | loss: 0.0311804 | val_loss: 0.0311814 | Time: 1070.17 ms [2021-05-26 22:51:44 main:574] : INFO : Epoch 1934 | loss: 0.0311801 | val_loss: 0.0311813 | Time: 1074.49 ms [2021-05-26 22:51:45 main:574] : INFO : Epoch 1935 | loss: 0.031182 | val_loss: 0.0311913 | Time: 1062.71 ms [2021-05-26 22:51:46 main:574] : INFO : Epoch 1936 | loss: 0.0311786 | val_loss: 0.031181 | Time: 1074.52 ms [2021-05-26 22:51:47 main:574] : INFO : Epoch 1937 | loss: 0.031178 | val_loss: 0.0311829 | Time: 1063.98 ms [2021-05-26 22:51:48 main:574] : INFO : Epoch 1938 | loss: 0.0311777 | val_loss: 0.0311815 | Time: 1084.8 ms [2021-05-26 22:51:49 main:574] : INFO : Epoch 1939 | loss: 0.0311791 | val_loss: 0.0311839 | Time: 1073.36 ms [2021-05-26 22:51:50 main:574] : INFO : Epoch 1940 | loss: 0.0311772 | val_loss: 0.0311812 | Time: 1062.24 ms [2021-05-26 22:51:51 main:574] : INFO : Epoch 1941 | loss: 0.0311773 | val_loss: 0.0311801 | Time: 1067.92 ms [2021-05-26 22:51:53 main:574] : INFO : Epoch 1942 | loss: 0.0311771 | val_loss: 0.0311809 | Time: 1066.67 ms [2021-05-26 22:51:54 main:574] : INFO : Epoch 1943 | loss: 0.0311775 | val_loss: 0.0311817 | Time: 1062.88 ms [2021-05-26 22:51:55 main:574] : INFO : Epoch 1944 | loss: 0.0311786 | val_loss: 0.0311813 | Time: 1060.85 ms [2021-05-26 22:51:56 main:574] : INFO : Epoch 1945 | loss: 0.0311787 | val_loss: 0.0311846 | Time: 1084.72 ms [2021-05-26 22:51:57 main:574] : INFO : Epoch 1946 | loss: 0.0311798 | val_loss: 0.0311804 | Time: 1072.33 ms [2021-05-26 22:51:58 main:574] : INFO : Epoch 1947 | loss: 0.0311806 | val_loss: 0.0311825 | Time: 1077.87 ms [2021-05-26 22:51:59 main:574] : INFO : Epoch 1948 | loss: 0.0311816 | val_loss: 0.0311796 | Time: 1061.28 ms [2021-05-26 22:52:00 main:574] : INFO : Epoch 1949 | loss: 0.0311794 | val_loss: 0.0311799 | Time: 1062.48 ms [2021-05-26 22:52:01 main:574] : INFO : Epoch 1950 | loss: 0.0311786 | val_loss: 0.0311811 | Time: 1078.44 ms [2021-05-26 22:52:02 main:574] : INFO : Epoch 1951 | loss: 0.0311769 | val_loss: 0.0311801 | Time: 1073.95 ms [2021-05-26 22:52:03 main:574] : INFO : Epoch 1952 | loss: 0.0311745 | val_loss: 0.0311808 | Time: 1081.91 ms [2021-05-26 22:52:04 main:574] : INFO : Epoch 1953 | loss: 0.0311764 | val_loss: 0.0311812 | Time: 1071.79 ms [2021-05-26 22:52:05 main:574] : INFO : Epoch 1954 | loss: 0.0311746 | val_loss: 0.03118 | Time: 1083.09 ms [2021-05-26 22:52:07 main:574] : INFO : Epoch 1955 | loss: 0.031176 | val_loss: 0.031184 | Time: 1063.48 ms [2021-05-26 22:52:08 main:574] : INFO : Epoch 1956 | loss: 0.0311746 | val_loss: 0.0311809 | Time: 1073.93 ms [2021-05-26 22:52:09 main:574] : INFO : Epoch 1957 | loss: 0.0311723 | val_loss: 0.0311812 | Time: 1070.42 ms [2021-05-26 22:52:10 main:574] : INFO : Epoch 1958 | loss: 0.0311752 | val_loss: 0.0311804 | Time: 1070.45 ms [2021-05-26 22:52:11 main:574] : INFO : Epoch 1959 | loss: 0.0311765 | val_loss: 0.0311809 | Time: 1064.32 ms [2021-05-26 22:52:12 main:574] : INFO : Epoch 1960 | loss: 0.0311753 | val_loss: 0.0311818 | Time: 1063.42 ms [2021-05-26 22:52:13 main:574] : INFO : Epoch 1961 | loss: 0.0311761 | val_loss: 0.0311851 | Time: 1074.39 ms [2021-05-26 22:52:14 main:574] : INFO : Epoch 1962 | loss: 0.0311756 | val_loss: 0.0311818 | Time: 1060.12 ms [2021-05-26 22:52:15 main:574] : INFO : Epoch 1963 | loss: 0.0311746 | val_loss: 0.0311857 | Time: 1079.88 ms [2021-05-26 22:52:16 main:574] : INFO : Epoch 1964 | loss: 0.0311721 | val_loss: 0.0311839 | Time: 1078.51 ms [2021-05-26 22:52:17 main:574] : INFO : Epoch 1965 | loss: 0.0311722 | val_loss: 0.0311824 | Time: 1066.85 ms [2021-05-26 22:52:18 main:574] : INFO : Epoch 1966 | loss: 0.0311747 | val_loss: 0.0311798 | Time: 1067.84 ms [2021-05-26 22:52:19 main:574] : INFO : Epoch 1967 | loss: 0.0311744 | val_loss: 0.0311809 | Time: 1069.25 ms [2021-05-26 22:52:20 main:574] : INFO : Epoch 1968 | loss: 0.0311735 | val_loss: 0.0311795 | Time: 1053.03 ms [2021-05-26 22:52:21 main:574] : INFO : Epoch 1969 | loss: 0.0311763 | val_loss: 0.0311801 | Time: 1073.08 ms [2021-05-26 22:52:23 main:574] : INFO : Epoch 1970 | loss: 0.0311744 | val_loss: 0.0311823 | Time: 1075.95 ms [2021-05-26 22:52:24 main:574] : INFO : Epoch 1971 | loss: 0.0311769 | val_loss: 0.0311804 | Time: 1064.19 ms [2021-05-26 22:52:25 main:574] : INFO : Epoch 1972 | loss: 0.0311794 | val_loss: 0.031181 | Time: 1063.08 ms [2021-05-26 22:52:26 main:574] : INFO : Epoch 1973 | loss: 0.0311789 | val_loss: 0.0311782 | Time: 1073.22 ms [2021-05-26 22:52:27 main:574] : INFO : Epoch 1974 | loss: 0.0311776 | val_loss: 0.0311774 | Time: 1069.82 ms [2021-05-26 22:52:28 main:574] : INFO : Epoch 1975 | loss: 0.0311753 | val_loss: 0.0311771 | Time: 1076.15 ms [2021-05-26 22:52:29 main:574] : INFO : Epoch 1976 | loss: 0.0311747 | val_loss: 0.0311772 | Time: 1076.18 ms [2021-05-26 22:52:30 main:574] : INFO : Epoch 1977 | loss: 0.0311747 | val_loss: 0.0311783 | Time: 1072.93 ms [2021-05-26 22:52:31 main:574] : INFO : Epoch 1978 | loss: 0.0311745 | val_loss: 0.0311771 | Time: 1071.92 ms [2021-05-26 22:52:32 main:574] : INFO : Epoch 1979 | loss: 0.0311765 | val_loss: 0.0311863 | Time: 1081.35 ms [2021-05-26 22:52:33 main:574] : INFO : Epoch 1980 | loss: 0.0311979 | val_loss: 0.031199 | Time: 1079.12 ms [2021-05-26 22:52:34 main:574] : INFO : Epoch 1981 | loss: 0.0312018 | val_loss: 0.0311948 | Time: 1066.73 ms [2021-05-26 22:52:35 main:574] : INFO : Epoch 1982 | loss: 0.0311997 | val_loss: 0.0311937 | Time: 1061.08 ms [2021-05-26 22:52:37 main:574] : INFO : Epoch 1983 | loss: 0.0311996 | val_loss: 0.0311919 | Time: 1083.25 ms [2021-05-26 22:52:38 main:574] : INFO : Epoch 1984 | loss: 0.0312004 | val_loss: 0.0311927 | Time: 1074.61 ms [2021-05-26 22:52:39 main:574] : INFO : Epoch 1985 | loss: 0.031196 | val_loss: 0.031189 | Time: 1077.85 ms [2021-05-26 22:52:40 main:574] : INFO : Epoch 1986 | loss: 0.031194 | val_loss: 0.031192 | Time: 1072.69 ms [2021-05-26 22:52:41 main:574] : INFO : Epoch 1987 | loss: 0.0311958 | val_loss: 0.0311905 | Time: 1076.93 ms [2021-05-26 22:52:42 main:574] : INFO : Epoch 1988 | loss: 0.0311955 | val_loss: 0.0311897 | Time: 1074.78 ms [2021-05-26 22:52:43 main:574] : INFO : Epoch 1989 | loss: 0.0311927 | val_loss: 0.0311902 | Time: 1063.43 ms [2021-05-26 22:52:44 main:574] : INFO : Epoch 1990 | loss: 0.0311927 | val_loss: 0.0311937 | Time: 1079.24 ms [2021-05-26 22:52:45 main:574] : INFO : Epoch 1991 | loss: 0.0311962 | val_loss: 0.0311925 | Time: 1081.32 ms [2021-05-26 22:52:46 main:574] : INFO : Epoch 1992 | loss: 0.0311933 | val_loss: 0.0311883 | Time: 1066.67 ms [2021-05-26 22:52:47 main:574] : INFO : Epoch 1993 | loss: 0.0311925 | val_loss: 0.0311983 | Time: 1065.64 ms [2021-05-26 22:52:48 main:574] : INFO : Epoch 1994 | loss: 0.0311936 | val_loss: 0.0311911 | Time: 1069.96 ms [2021-05-26 22:52:49 main:574] : INFO : Epoch 1995 | loss: 0.03119 | val_loss: 0.0311883 | Time: 1065.29 ms [2021-05-26 22:52:50 main:574] : INFO : Epoch 1996 | loss: 0.0311893 | val_loss: 0.0311875 | Time: 1065.13 ms [2021-05-26 22:52:52 main:574] : INFO : Epoch 1997 | loss: 0.0311893 | val_loss: 0.0311887 | Time: 1075.76 ms [2021-05-26 22:52:53 main:574] : INFO : Epoch 1998 | loss: 0.0311935 | val_loss: 0.0311918 | Time: 1080.04 ms [2021-05-26 22:52:54 main:574] : INFO : Epoch 1999 | loss: 0.0311897 | val_loss: 0.0311878 | Time: 1070.57 ms [2021-05-26 22:52:55 main:574] : INFO : Epoch 2000 | loss: 0.0311908 | val_loss: 0.0311951 | Time: 1083.62 ms [2021-05-26 22:52:56 main:574] : INFO : Epoch 2001 | loss: 0.0311952 | val_loss: 0.0311882 | Time: 1075.35 ms [2021-05-26 22:52:57 main:574] : INFO : Epoch 2002 | loss: 0.0311906 | val_loss: 0.0311893 | Time: 1081.43 ms [2021-05-26 22:52:58 main:574] : INFO : Epoch 2003 | loss: 0.0311897 | val_loss: 0.0311835 | Time: 1061.91 ms [2021-05-26 22:52:59 main:574] : INFO : Epoch 2004 | loss: 0.031188 | val_loss: 0.0311863 | Time: 1077.87 ms [2021-05-26 22:53:00 main:574] : INFO : Epoch 2005 | loss: 0.031186 | val_loss: 0.031183 | Time: 1076.46 ms [2021-05-26 22:53:01 main:574] : INFO : Epoch 2006 | loss: 0.0311847 | val_loss: 0.0311837 | Time: 1069.57 ms [2021-05-26 22:53:02 main:574] : INFO : Epoch 2007 | loss: 0.0311853 | val_loss: 0.0311838 | Time: 1068.51 ms [2021-05-26 22:53:03 main:574] : INFO : Epoch 2008 | loss: 0.0311847 | val_loss: 0.0311834 | Time: 1061.92 ms [2021-05-26 22:53:04 main:574] : INFO : Epoch 2009 | loss: 0.0311835 | val_loss: 0.0311825 | Time: 1065.85 ms [2021-05-26 22:53:06 main:574] : INFO : Epoch 2010 | loss: 0.0311834 | val_loss: 0.0311828 | Time: 1064.63 ms [2021-05-26 22:53:07 main:574] : INFO : Epoch 2011 | loss: 0.031183 | val_loss: 0.0311848 | Time: 1080.6 ms [2021-05-26 22:53:08 main:574] : INFO : Epoch 2012 | loss: 0.031183 | val_loss: 0.0311829 | Time: 1080.43 ms [2021-05-26 22:53:09 main:574] : INFO : Epoch 2013 | loss: 0.0311829 | val_loss: 0.031188 | Time: 1062.92 ms [2021-05-26 22:53:10 main:574] : INFO : Epoch 2014 | loss: 0.0311841 | val_loss: 0.0311877 | Time: 1070.77 ms [2021-05-26 22:53:11 main:574] : INFO : Epoch 2015 | loss: 0.0311854 | val_loss: 0.0311891 | Time: 1068.57 ms [2021-05-26 22:53:12 main:574] : INFO : Epoch 2016 | loss: 0.0311824 | val_loss: 0.0311847 | Time: 1077.57 ms [2021-05-26 22:53:13 main:574] : INFO : Epoch 2017 | loss: 0.031182 | val_loss: 0.0311829 | Time: 1082.08 ms [2021-05-26 22:53:14 main:574] : INFO : Epoch 2018 | loss: 0.0311814 | val_loss: 0.0311853 | Time: 1076.34 ms [2021-05-26 22:53:15 main:574] : INFO : Epoch 2019 | loss: 0.0311815 | val_loss: 0.0311844 | Time: 1069.99 ms [2021-05-26 22:53:16 main:574] : INFO : Epoch 2020 | loss: 0.0311817 | val_loss: 0.0311836 | Time: 1083.94 ms [2021-05-26 22:53:17 main:574] : INFO : Epoch 2021 | loss: 0.0311808 | val_loss: 0.0311852 | Time: 1071.88 ms [2021-05-26 22:53:18 main:574] : INFO : Epoch 2022 | loss: 0.031184 | val_loss: 0.0311866 | Time: 1079.98 ms [2021-05-26 22:53:20 main:574] : INFO : Epoch 2023 | loss: 0.0311814 | val_loss: 0.0311853 | Time: 1081.03 ms [2021-05-26 22:53:21 main:574] : INFO : Epoch 2024 | loss: 0.0311806 | val_loss: 0.0311886 | Time: 1074.51 ms [2021-05-26 22:53:22 main:574] : INFO : Epoch 2025 | loss: 0.0311806 | val_loss: 0.031184 | Time: 1074.86 ms [2021-05-26 22:53:23 main:574] : INFO : Epoch 2026 | loss: 0.0311803 | val_loss: 0.0311858 | Time: 1078.05 ms [2021-05-26 22:53:24 main:574] : INFO : Epoch 2027 | loss: 0.0311833 | val_loss: 0.0311883 | Time: 1067.46 ms [2021-05-26 22:53:25 main:574] : INFO : Epoch 2028 | loss: 0.0311804 | val_loss: 0.0311869 | Time: 1061.52 ms [2021-05-26 22:53:26 main:574] : INFO : Epoch 2029 | loss: 0.0311799 | val_loss: 0.0311866 | Time: 1062.27 ms [2021-05-26 22:53:27 main:574] : INFO : Epoch 2030 | loss: 0.0311789 | val_loss: 0.0311838 | Time: 1069.88 ms [2021-05-26 22:53:28 main:574] : INFO : Epoch 2031 | loss: 0.0311788 | val_loss: 0.0311917 | Time: 1063.74 ms [2021-05-26 22:53:29 main:574] : INFO : Epoch 2032 | loss: 0.0311819 | val_loss: 0.0311962 | Time: 1062.66 ms [2021-05-26 22:53:30 main:574] : INFO : Epoch 2033 | loss: 0.031201 | val_loss: 0.0312063 | Time: 1073.63 ms [2021-05-26 22:53:31 main:574] : INFO : Epoch 2034 | loss: 0.0312028 | val_loss: 0.0312004 | Time: 1069.62 ms [2021-05-26 22:53:32 main:574] : INFO : Epoch 2035 | loss: 0.0312016 | val_loss: 0.0312 | Time: 1072.77 ms [2021-05-26 22:53:33 main:574] : INFO : Epoch 2036 | loss: 0.0311988 | val_loss: 0.0311993 | Time: 1064.15 ms [2021-05-26 22:53:35 main:574] : INFO : Epoch 2037 | loss: 0.0311992 | val_loss: 0.0312028 | Time: 1080 ms [2021-05-26 22:53:36 main:574] : INFO : Epoch 2038 | loss: 0.0311971 | val_loss: 0.031198 | Time: 1068.67 ms [2021-05-26 22:53:37 main:574] : INFO : Epoch 2039 | loss: 0.0311949 | val_loss: 0.031198 | Time: 1068.81 ms [2021-05-26 22:53:38 main:574] : INFO : Epoch 2040 | loss: 0.0311945 | val_loss: 0.0311977 | Time: 1076.67 ms [2021-05-26 22:53:39 main:574] : INFO : Epoch 2041 | loss: 0.0311941 | val_loss: 0.0311962 | Time: 1076.88 ms [2021-05-26 22:53:40 main:574] : INFO : Epoch 2042 | loss: 0.0311944 | val_loss: 0.0311965 | Time: 1076.47 ms [2021-05-26 22:53:41 main:574] : INFO : Epoch 2043 | loss: 0.0311952 | val_loss: 0.0312075 | Time: 1081.03 ms [2021-05-26 22:53:42 main:574] : INFO : Epoch 2044 | loss: 0.0311955 | val_loss: 0.031197 | Time: 1070.48 ms [2021-05-26 22:53:43 main:574] : INFO : Epoch 2045 | loss: 0.0311994 | val_loss: 0.0312253 | Time: 1087.37 ms [2021-05-26 22:53:44 main:574] : INFO : Epoch 2046 | loss: 0.0333242 | val_loss: 0.0369319 | Time: 1062.09 ms [2021-05-26 22:53:45 main:574] : INFO : Epoch 2047 | loss: 0.034712 | val_loss: 0.032294 | Time: 1070.14 ms [2021-05-26 22:53:46 main:574] : INFO : Epoch 2048 | loss: 0.0315658 | val_loss: 0.031265 | Time: 1061.51 ms [2021-05-26 22:53:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031265 [2021-05-26 22:53:46 main:603] : INFO : Saving end state to config to file [2021-05-26 22:53:46 main:608] : INFO : Success, exiting.. 22:53:46 (22340): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)