Task 5152778
| Name | ParityMachine-1619232883-31862-1_2 |
| Workunit | 3049285 |
| Created | 5 May 2021, 3:01:30 UTC |
| Sent | 5 May 2021, 3:14:19 UTC |
| Report deadline | 12 May 2021, 3:14:19 UTC |
| Received | 6 May 2021, 8:01:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5967 |
| Run time | 1 hours 31 min 13 sec |
| CPU time | 1 hours 30 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,191.43 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 03:37:50 main:574] : INFO : Epoch 1542 | loss: 0.0309915 | val_loss: 0.0312097 | Time: 2673.01 ms [2021-05-06 03:37:53 main:574] : INFO : Epoch 1543 | loss: 0.0310159 | val_loss: 0.0312344 | Time: 2673.34 ms [2021-05-06 03:37:56 main:574] : INFO : Epoch 1544 | loss: 0.0310138 | val_loss: 0.0312413 | Time: 2671.22 ms [2021-05-06 03:37:58 main:574] : INFO : Epoch 1545 | loss: 0.0310064 | val_loss: 0.0312328 | Time: 2670.89 ms [2021-05-06 03:38:01 main:574] : INFO : Epoch 1546 | loss: 0.0309953 | val_loss: 0.0312418 | Time: 2672.56 ms [2021-05-06 03:38:04 main:574] : INFO : Epoch 1547 | loss: 0.0309898 | val_loss: 0.0312211 | Time: 2673.27 ms [2021-05-06 03:38:06 main:574] : INFO : Epoch 1548 | loss: 0.0309896 | val_loss: 0.0312603 | Time: 2673.42 ms [2021-05-06 03:38:09 main:574] : INFO : Epoch 1549 | loss: 0.0309897 | val_loss: 0.0312435 | Time: 2672.38 ms [2021-05-06 03:38:12 main:574] : INFO : Epoch 1550 | loss: 0.0309896 | val_loss: 0.0311986 | Time: 2670.49 ms [2021-05-06 03:38:14 main:574] : INFO : Epoch 1551 | loss: 0.031005 | val_loss: 0.0312406 | Time: 2674.46 ms [2021-05-06 03:38:17 main:574] : INFO : Epoch 1552 | loss: 0.030999 | val_loss: 0.0312491 | Time: 2666.68 ms [2021-05-06 03:38:20 main:574] : INFO : Epoch 1553 | loss: 0.0309947 | val_loss: 0.0312372 | Time: 2671.64 ms [2021-05-06 03:38:22 main:574] : INFO : Epoch 1554 | loss: 0.0309934 | val_loss: 0.0312324 | Time: 2668.66 ms [2021-05-06 03:38:25 main:574] : INFO : Epoch 1555 | loss: 0.0309932 | val_loss: 0.0312521 | Time: 2671.35 ms [2021-05-06 03:38:28 main:574] : INFO : Epoch 1556 | loss: 0.0309856 | val_loss: 0.0312392 | Time: 2668.21 ms [2021-05-06 03:38:30 main:574] : INFO : Epoch 1557 | loss: 0.0309877 | val_loss: 0.0312376 | Time: 2671.46 ms [2021-05-06 03:38:33 main:574] : INFO : Epoch 1558 | loss: 0.0309858 | val_loss: 0.0312515 | Time: 2670 ms [2021-05-06 03:38:36 main:574] : INFO : Epoch 1559 | loss: 0.0309963 | val_loss: 0.031215 | Time: 2671.63 ms [2021-05-06 03:38:38 main:574] : INFO : Epoch 1560 | loss: 0.031004 | val_loss: 0.0312272 | Time: 2666.49 ms [2021-05-06 03:38:41 main:574] : INFO : Epoch 1561 | loss: 0.03099 | val_loss: 0.0312528 | Time: 2668.85 ms [2021-05-06 03:38:44 main:574] : INFO : Epoch 1562 | loss: 0.0309922 | val_loss: 0.0312385 | Time: 2674 ms [2021-05-06 03:38:46 main:574] : INFO : Epoch 1563 | loss: 0.0309901 | val_loss: 0.0312451 | Time: 2673.29 ms [2021-05-06 03:38:49 main:574] : INFO : Epoch 1564 | loss: 0.0309892 | val_loss: 0.031235 | Time: 2670.59 ms [2021-05-06 03:38:52 main:574] : INFO : Epoch 1565 | loss: 0.0309852 | val_loss: 0.0312421 | Time: 2672.2 ms [2021-05-06 03:38:54 main:574] : INFO : Epoch 1566 | loss: 0.0310322 | val_loss: 0.0312008 | Time: 2670.11 ms [2021-05-06 03:38:57 main:574] : INFO : Epoch 1567 | loss: 0.0310835 | val_loss: 0.0311891 | Time: 2671.07 ms [2021-05-06 03:39:00 main:574] : INFO : Epoch 1568 | loss: 0.0310523 | val_loss: 0.0312099 | Time: 2670.81 ms [2021-05-06 03:39:02 main:574] : INFO : Epoch 1569 | loss: 0.0310378 | val_loss: 0.0312127 | Time: 2668.73 ms [2021-05-06 03:39:05 main:574] : INFO : Epoch 1570 | loss: 0.0310392 | val_loss: 0.0311994 | Time: 2674.9 ms [2021-05-06 03:39:08 main:574] : INFO : Epoch 1571 | loss: 0.031017 | val_loss: 0.0312377 | Time: 2676.09 ms [2021-05-06 03:39:11 main:574] : INFO : Epoch 1572 | loss: 0.0310058 | val_loss: 0.0312456 | Time: 2672.11 ms [2021-05-06 03:39:13 main:574] : INFO : Epoch 1573 | loss: 0.0309904 | val_loss: 0.0312546 | Time: 2678.05 ms [2021-05-06 03:39:16 main:574] : INFO : Epoch 1574 | loss: 0.030984 | val_loss: 0.0312452 | Time: 2667.75 ms [2021-05-06 03:39:19 main:574] : INFO : Epoch 1575 | loss: 0.0309915 | val_loss: 0.031239 | Time: 2675.17 ms [2021-05-06 03:39:21 main:574] : INFO : Epoch 1576 | loss: 0.0309892 | val_loss: 0.0312494 | Time: 2670.61 ms [2021-05-06 03:39:24 main:574] : INFO : Epoch 1577 | loss: 0.0309924 | val_loss: 0.0312467 | Time: 2674.3 ms [2021-05-06 03:39:27 main:574] : INFO : Epoch 1578 | loss: 0.0309896 | val_loss: 0.0312471 | Time: 2671.11 ms [2021-05-06 03:39:29 main:574] : INFO : Epoch 1579 | loss: 0.0309905 | val_loss: 0.0312371 | Time: 2666.18 ms [2021-05-06 03:39:32 main:574] : INFO : Epoch 1580 | loss: 0.0309843 | val_loss: 0.0312678 | Time: 2672.51 ms [2021-05-06 03:39:35 main:574] : INFO : Epoch 1581 | loss: 0.0309872 | val_loss: 0.0312493 | Time: 2675.91 ms [2021-05-06 03:39:37 main:574] : INFO : Epoch 1582 | loss: 0.0309943 | val_loss: 0.0312275 | Time: 2680.02 ms [2021-05-06 03:39:40 main:574] : INFO : Epoch 1583 | loss: 0.0310129 | val_loss: 0.031224 | Time: 2672.39 ms [2021-05-06 03:39:43 main:574] : INFO : Epoch 1584 | loss: 0.0310103 | val_loss: 0.0312319 | Time: 2676.65 ms [2021-05-06 03:39:45 main:574] : INFO : Epoch 1585 | loss: 0.0309927 | val_loss: 0.0312293 | Time: 2665.24 ms [2021-05-06 03:39:48 main:574] : INFO : Epoch 1586 | loss: 0.030992 | val_loss: 0.0312309 | Time: 2668.48 ms [2021-05-06 03:39:51 main:574] : INFO : Epoch 1587 | loss: 0.0309903 | val_loss: 0.0312227 | Time: 2670.18 ms [2021-05-06 03:39:53 main:574] : INFO : Epoch 1588 | loss: 0.0309964 | val_loss: 0.0312604 | Time: 2666.98 ms [2021-05-06 03:39:56 main:574] : INFO : Epoch 1589 | loss: 0.0309914 | val_loss: 0.0312357 | Time: 2666.95 ms [2021-05-06 03:39:59 main:574] : INFO : Epoch 1590 | loss: 0.0309864 | val_loss: 0.0312505 | Time: 2674.46 ms [2021-05-06 03:40:01 main:574] : INFO : Epoch 1591 | loss: 0.0309859 | val_loss: 0.0312484 | Time: 2671.05 ms [2021-05-06 03:40:04 main:574] : INFO : Epoch 1592 | loss: 0.0309861 | val_loss: 0.0312384 | Time: 2669.98 ms [2021-05-06 03:40:07 main:574] : INFO : Epoch 1593 | loss: 0.0309911 | val_loss: 0.0312431 | Time: 2670.58 ms [2021-05-06 03:40:09 main:574] : INFO : Epoch 1594 | loss: 0.030986 | val_loss: 0.0312619 | Time: 2672.42 ms [2021-05-06 03:40:12 main:574] : INFO : Epoch 1595 | loss: 0.0309882 | val_loss: 0.0312521 | Time: 2671.53 ms [2021-05-06 03:40:15 main:574] : INFO : Epoch 1596 | loss: 0.0309834 | val_loss: 0.031243 | Time: 2664.97 ms [2021-05-06 03:40:17 main:574] : INFO : Epoch 1597 | loss: 0.0309841 | val_loss: 0.0312502 | Time: 2668.69 ms [2021-05-06 03:40:20 main:574] : INFO : Epoch 1598 | loss: 0.0309898 | val_loss: 0.0312774 | Time: 2671.82 ms [2021-05-06 03:40:23 main:574] : INFO : Epoch 1599 | loss: 0.0309913 | val_loss: 0.0312504 | Time: 2667.17 ms [2021-05-06 03:40:25 main:574] : INFO : Epoch 1600 | loss: 0.0309891 | val_loss: 0.0312415 | Time: 2669.26 ms [2021-05-06 03:40:28 main:574] : INFO : Epoch 1601 | loss: 0.0309992 | val_loss: 0.0312632 | Time: 2674.95 ms [2021-05-06 03:40:31 main:574] : INFO : Epoch 1602 | loss: 0.031008 | val_loss: 0.0312191 | Time: 2674.39 ms [2021-05-06 03:40:33 main:574] : INFO : Epoch 1603 | loss: 0.0310055 | val_loss: 0.0312239 | Time: 2675.28 ms [2021-05-06 03:40:36 main:574] : INFO : Epoch 1604 | loss: 0.0310021 | val_loss: 0.0312397 | Time: 2680.16 ms [2021-05-06 03:40:39 main:574] : INFO : Epoch 1605 | loss: 0.0309884 | val_loss: 0.031249 | Time: 2679.87 ms [2021-05-06 03:40:42 main:574] : INFO : Epoch 1606 | loss: 0.0309852 | val_loss: 0.0312524 | Time: 2674.85 ms [2021-05-06 03:40:44 main:574] : INFO : Epoch 1607 | loss: 0.0309871 | val_loss: 0.0312403 | Time: 2676.97 ms [2021-05-06 03:40:47 main:574] : INFO : Epoch 1608 | loss: 0.0309916 | val_loss: 0.0312276 | Time: 2678.12 ms [2021-05-06 03:40:50 main:574] : INFO : Epoch 1609 | loss: 0.0309825 | val_loss: 0.0312577 | Time: 2676.44 ms [2021-05-06 03:40:52 main:574] : INFO : Epoch 1610 | loss: 0.0309787 | val_loss: 0.031249 | Time: 2677.99 ms [2021-05-06 03:40:55 main:574] : INFO : Epoch 1611 | loss: 0.0309821 | val_loss: 0.0312758 | Time: 2676.84 ms [2021-05-06 03:40:58 main:574] : INFO : Epoch 1612 | loss: 0.0309835 | val_loss: 0.0312617 | Time: 2677.6 ms [2021-05-06 03:41:00 main:574] : INFO : Epoch 1613 | loss: 0.0310057 | val_loss: 0.0312285 | Time: 2674.82 ms [2021-05-06 03:41:03 main:574] : INFO : Epoch 1614 | loss: 0.0309992 | val_loss: 0.0312364 | Time: 2673.8 ms [2021-05-06 03:41:06 main:574] : INFO : Epoch 1615 | loss: 0.0309899 | val_loss: 0.0312302 | Time: 2674.91 ms [2021-05-06 03:41:08 main:574] : INFO : Epoch 1616 | loss: 0.0309869 | val_loss: 0.0312344 | Time: 2672.93 ms [2021-05-06 03:41:11 main:574] : INFO : Epoch 1617 | loss: 0.0309851 | val_loss: 0.0312351 | Time: 2677.45 ms [2021-05-06 03:41:14 main:574] : INFO : Epoch 1618 | loss: 0.0309927 | val_loss: 0.0312131 | Time: 2678.33 ms [2021-05-06 03:41:16 main:574] : INFO : Epoch 1619 | loss: 0.0309893 | val_loss: 0.0312546 | Time: 2676.62 ms [2021-05-06 03:41:19 main:574] : INFO : Epoch 1620 | loss: 0.0309858 | val_loss: 0.0312427 | Time: 2678.15 ms [2021-05-06 03:41:22 main:574] : INFO : Epoch 1621 | loss: 0.030981 | val_loss: 0.0312166 | Time: 2676.34 ms [2021-05-06 03:41:24 main:574] : INFO : Epoch 1622 | loss: 0.0309911 | val_loss: 0.0312629 | Time: 2677.39 ms [2021-05-06 03:41:27 main:574] : INFO : Epoch 1623 | loss: 0.0309813 | val_loss: 0.0312581 | Time: 2672.98 ms [2021-05-06 03:41:30 main:574] : INFO : Epoch 1624 | loss: 0.0309849 | val_loss: 0.0312346 | Time: 2678.3 ms [2021-05-06 03:41:32 main:574] : INFO : Epoch 1625 | loss: 0.0309822 | val_loss: 0.0312461 | Time: 2674.56 ms [2021-05-06 03:41:35 main:574] : INFO : Epoch 1626 | loss: 0.0309844 | val_loss: 0.031215 | Time: 2675.18 ms [2021-05-06 03:41:38 main:574] : INFO : Epoch 1627 | loss: 0.0309877 | val_loss: 0.0312123 | Time: 2680.93 ms [2021-05-06 03:41:41 main:574] : INFO : Epoch 1628 | loss: 0.0310136 | val_loss: 0.0312245 | Time: 2680.28 ms [2021-05-06 03:41:43 main:574] : INFO : Epoch 1629 | loss: 0.0309951 | val_loss: 0.0312429 | Time: 2674.48 ms [2021-05-06 03:41:46 main:574] : INFO : Epoch 1630 | loss: 0.030984 | val_loss: 0.0312539 | Time: 2717.82 ms [2021-05-06 03:41:49 main:574] : INFO : Epoch 1631 | loss: 0.0309842 | val_loss: 0.031286 | Time: 2678.67 ms [2021-05-06 03:41:51 main:574] : INFO : Epoch 1632 | loss: 0.030981 | val_loss: 0.031255 | Time: 2679.15 ms [2021-05-06 03:41:54 main:574] : INFO : Epoch 1633 | loss: 0.0309849 | val_loss: 0.0312569 | Time: 2677.01 ms [2021-05-06 03:41:57 main:574] : INFO : Epoch 1634 | loss: 0.0309861 | val_loss: 0.0312423 | Time: 2675.39 ms [2021-05-06 03:41:59 main:574] : INFO : Epoch 1635 | loss: 0.0309826 | val_loss: 0.0312321 | Time: 2671.5 ms [2021-05-06 03:42:02 main:574] : INFO : Epoch 1636 | loss: 0.0309904 | val_loss: 0.0312426 | Time: 2679.74 ms [2021-05-06 03:42:05 main:574] : INFO : Epoch 1637 | loss: 0.0309862 | val_loss: 0.0312644 | Time: 2669.16 ms [2021-05-06 03:42:07 main:574] : INFO : Epoch 1638 | loss: 0.0309861 | val_loss: 0.0312633 | Time: 2670.85 ms [2021-05-06 03:42:10 main:574] : INFO : Epoch 1639 | loss: 0.0309765 | val_loss: 0.0312338 | Time: 2678.86 ms [2021-05-06 03:42:13 main:574] : INFO : Epoch 1640 | loss: 0.0309693 | val_loss: 0.0312454 | Time: 2674.37 ms [2021-05-06 03:42:15 main:574] : INFO : Epoch 1641 | loss: 0.0309745 | val_loss: 0.0312585 | Time: 2677.94 ms [2021-05-06 03:42:18 main:574] : INFO : Epoch 1642 | loss: 0.0309949 | val_loss: 0.0312438 | Time: 2674.38 ms [2021-05-06 03:42:21 main:574] : INFO : Epoch 1643 | loss: 0.0309981 | val_loss: 0.0312405 | Time: 2678.72 ms [2021-05-06 03:42:23 main:574] : INFO : Epoch 1644 | loss: 0.0309865 | val_loss: 0.0312516 | Time: 2675.17 ms [2021-05-06 03:42:26 main:574] : INFO : Epoch 1645 | loss: 0.0309799 | val_loss: 0.0312317 | Time: 2672.36 ms [2021-05-06 03:42:29 main:574] : INFO : Epoch 1646 | loss: 0.030975 | val_loss: 0.0312704 | Time: 2668.67 ms [2021-05-06 03:42:31 main:574] : INFO : Epoch 1647 | loss: 0.0309824 | val_loss: 0.03121 | Time: 2674.32 ms [2021-05-06 03:42:34 main:574] : INFO : Epoch 1648 | loss: 0.0309989 | val_loss: 0.0312483 | Time: 2674.7 ms [2021-05-06 03:42:37 main:574] : INFO : Epoch 1649 | loss: 0.0309952 | val_loss: 0.0312542 | Time: 2676.37 ms [2021-05-06 03:42:39 main:574] : INFO : Epoch 1650 | loss: 0.0309828 | val_loss: 0.0312556 | Time: 2672.24 ms [2021-05-06 03:42:42 main:574] : INFO : Epoch 1651 | loss: 0.0309765 | val_loss: 0.0312828 | Time: 2675.34 ms [2021-05-06 03:42:45 main:574] : INFO : Epoch 1652 | loss: 0.0309727 | val_loss: 0.0312633 | Time: 2678.57 ms [2021-05-06 03:42:48 main:574] : INFO : Epoch 1653 | loss: 0.0309693 | val_loss: 0.0312457 | Time: 2683.63 ms [2021-05-06 03:42:50 main:574] : INFO : Epoch 1654 | loss: 0.0309819 | val_loss: 0.0312352 | Time: 2684.23 ms [2021-05-06 03:42:53 main:574] : INFO : Epoch 1655 | loss: 0.0309834 | val_loss: 0.0312345 | Time: 2685.36 ms [2021-05-06 03:42:56 main:574] : INFO : Epoch 1656 | loss: 0.0309817 | val_loss: 0.0312341 | Time: 2674.94 ms [2021-05-06 03:42:58 main:574] : INFO : Epoch 1657 | loss: 0.0309971 | val_loss: 0.0312567 | Time: 2676.66 ms [2021-05-06 03:43:01 main:574] : INFO : Epoch 1658 | loss: 0.0309917 | val_loss: 0.0312113 | Time: 2675.59 ms [2021-05-06 03:43:04 main:574] : INFO : Epoch 1659 | loss: 0.0310033 | val_loss: 0.0312561 | Time: 2677.12 ms [2021-05-06 03:43:06 main:574] : INFO : Epoch 1660 | loss: 0.0310004 | val_loss: 0.0312469 | Time: 2679.55 ms [2021-05-06 03:43:09 main:574] : INFO : Epoch 1661 | loss: 0.0309846 | val_loss: 0.0312575 | Time: 2676.39 ms [2021-05-06 03:43:12 main:574] : INFO : Epoch 1662 | loss: 0.0309801 | val_loss: 0.0312414 | Time: 2672.33 ms [2021-05-06 03:43:14 main:574] : INFO : Epoch 1663 | loss: 0.0309883 | val_loss: 0.0312671 | Time: 2789.45 ms [2021-05-06 03:43:17 main:574] : INFO : Epoch 1664 | loss: 0.0309759 | val_loss: 0.0312421 | Time: 2676.34 ms [2021-05-06 03:43:20 main:574] : INFO : Epoch 1665 | loss: 0.0309769 | val_loss: 0.0312389 | Time: 2678.65 ms [2021-05-06 03:43:23 main:574] : INFO : Epoch 1666 | loss: 0.0309779 | val_loss: 0.031261 | Time: 2676.53 ms [2021-05-06 03:43:25 main:574] : INFO : Epoch 1667 | loss: 0.0309802 | val_loss: 0.0312533 | Time: 2680.93 ms [2021-05-06 03:43:28 main:574] : INFO : Epoch 1668 | loss: 0.0309799 | val_loss: 0.031215 | Time: 2675.67 ms [2021-05-06 03:43:31 main:574] : INFO : Epoch 1669 | loss: 0.0309802 | val_loss: 0.0312502 | Time: 2680.08 ms [2021-05-06 03:43:33 main:574] : INFO : Epoch 1670 | loss: 0.0309766 | val_loss: 0.0312589 | Time: 2675.05 ms [2021-05-06 03:43:36 main:574] : INFO : Epoch 1671 | loss: 0.0309727 | val_loss: 0.031251 | Time: 2680.25 ms [2021-05-06 03:43:39 main:574] : INFO : Epoch 1672 | loss: 0.0309894 | val_loss: 0.0312557 | Time: 2679.78 ms [2021-05-06 03:43:41 main:574] : INFO : Epoch 1673 | loss: 0.0309936 | val_loss: 0.0312475 | Time: 2674.32 ms [2021-05-06 03:43:44 main:574] : INFO : Epoch 1674 | loss: 0.0309832 | val_loss: 0.031259 | Time: 2671.95 ms [2021-05-06 03:43:47 main:574] : INFO : Epoch 1675 | loss: 0.0309719 | val_loss: 0.0312569 | Time: 2680.49 ms [2021-05-06 03:43:49 main:574] : INFO : Epoch 1676 | loss: 0.0309674 | val_loss: 0.0312636 | Time: 2678.24 ms [2021-05-06 03:43:52 main:574] : INFO : Epoch 1677 | loss: 0.0309661 | val_loss: 0.0312561 | Time: 2677.95 ms [2021-05-06 03:43:55 main:574] : INFO : Epoch 1678 | loss: 0.0309795 | val_loss: 0.0312269 | Time: 2676.66 ms [2021-05-06 03:43:57 main:574] : INFO : Epoch 1679 | loss: 0.0309936 | val_loss: 0.0312351 | Time: 2677.45 ms [2021-05-06 03:44:00 main:574] : INFO : Epoch 1680 | loss: 0.0309768 | val_loss: 0.0312432 | Time: 2676.57 ms [2021-05-06 03:44:03 main:574] : INFO : Epoch 1681 | loss: 0.0309693 | val_loss: 0.0312405 | Time: 2679.65 ms [2021-05-06 03:44:05 main:574] : INFO : Epoch 1682 | loss: 0.0309667 | val_loss: 0.0312638 | Time: 2674.89 ms [2021-05-06 03:44:18 main:574] : INFO : Epoch 1683 | loss: 0.03097 | val_loss: 0.0312821 | Time: 12638.6 ms [2021-05-06 03:44:21 main:574] : INFO : Epoch 1684 | loss: 0.0309782 | val_loss: 0.0312963 | Time: 2670.68 ms [2021-05-06 03:44:23 main:574] : INFO : Epoch 1685 | loss: 0.0309873 | val_loss: 0.0312376 | Time: 2667.16 ms [2021-05-06 03:44:26 main:574] : INFO : Epoch 1686 | loss: 0.0309821 | val_loss: 0.0312481 | Time: 2673.31 ms [2021-05-06 03:44:29 main:574] : INFO : Epoch 1687 | loss: 0.0309785 | val_loss: 0.0312492 | Time: 2672.75 ms [2021-05-06 03:44:31 main:574] : INFO : Epoch 1688 | loss: 0.0309819 | val_loss: 0.0312681 | Time: 2673.46 ms [2021-05-06 03:44:34 main:574] : INFO : Epoch 1689 | loss: 0.0309799 | val_loss: 0.031234 | Time: 2675.18 ms [2021-05-06 03:44:37 main:574] : INFO : Epoch 1690 | loss: 0.0309804 | val_loss: 0.0312216 | Time: 2675.8 ms [2021-05-06 03:44:39 main:574] : INFO : Epoch 1691 | loss: 0.0309904 | val_loss: 0.0312504 | Time: 2670.2 ms [2021-05-06 03:44:42 main:574] : INFO : Epoch 1692 | loss: 0.0310015 | val_loss: 0.0312705 | Time: 2680.59 ms [2021-05-06 03:44:45 main:574] : INFO : Epoch 1693 | loss: 0.0310139 | val_loss: 0.0312434 | Time: 2674.17 ms [2021-05-06 03:44:48 main:574] : INFO : Epoch 1694 | loss: 0.0310022 | val_loss: 0.031232 | Time: 2674.57 ms [2021-05-06 03:44:50 main:574] : INFO : Epoch 1695 | loss: 0.0309848 | val_loss: 0.0312618 | Time: 2674.79 ms [2021-05-06 03:44:53 main:574] : INFO : Epoch 1696 | loss: 0.0309769 | val_loss: 0.0312831 | Time: 2675.34 ms [2021-05-06 03:44:56 main:574] : INFO : Epoch 1697 | loss: 0.0309787 | val_loss: 0.0312447 | Time: 2672.02 ms [2021-05-06 03:44:58 main:574] : INFO : Epoch 1698 | loss: 0.0309978 | val_loss: 0.0312469 | Time: 2680.78 ms [2021-05-06 03:45:01 main:574] : INFO : Epoch 1699 | loss: 0.0309999 | val_loss: 0.0312084 | Time: 2677.07 ms [2021-05-06 03:45:04 main:574] : INFO : Epoch 1700 | loss: 0.0310072 | val_loss: 0.0312086 | Time: 2674.07 ms [2021-05-06 03:45:06 main:574] : INFO : Epoch 1701 | loss: 0.030984 | val_loss: 0.0312566 | Time: 2678.62 ms [2021-05-06 03:45:09 main:574] : INFO : Epoch 1702 | loss: 0.0309838 | val_loss: 0.031277 | Time: 2676.68 ms [2021-05-06 03:45:12 main:574] : INFO : Epoch 1703 | loss: 0.0309872 | val_loss: 0.0312204 | Time: 2675.37 ms [2021-05-06 03:45:14 main:574] : INFO : Epoch 1704 | loss: 0.031004 | val_loss: 0.031226 | Time: 2681.54 ms [2021-05-06 03:45:17 main:574] : INFO : Epoch 1705 | loss: 0.031164 | val_loss: 0.0311991 | Time: 2675.3 ms [2021-05-06 03:45:20 main:574] : INFO : Epoch 1706 | loss: 0.031187 | val_loss: 0.0311897 | Time: 2674.7 ms [2021-05-06 03:45:22 main:574] : INFO : Epoch 1707 | loss: 0.0311726 | val_loss: 0.0311796 | Time: 2677.1 ms [2021-05-06 03:45:25 main:574] : INFO : Epoch 1708 | loss: 0.0311619 | val_loss: 0.0311734 | Time: 2679.1 ms [2021-05-06 03:45:28 main:574] : INFO : Epoch 1709 | loss: 0.0311542 | val_loss: 0.031168 | Time: 2678.36 ms [2021-05-06 03:45:30 main:574] : INFO : Epoch 1710 | loss: 0.0311512 | val_loss: 0.0311709 | Time: 2677.05 ms [2021-05-06 03:45:33 main:574] : INFO : Epoch 1711 | loss: 0.0311452 | val_loss: 0.0311743 | Time: 2675.42 ms [2021-05-06 03:45:36 main:574] : INFO : Epoch 1712 | loss: 0.0311398 | val_loss: 0.0311618 | Time: 2670.59 ms [2021-05-06 03:45:38 main:574] : INFO : Epoch 1713 | loss: 0.0311344 | val_loss: 0.0311627 | Time: 2675.48 ms [2021-05-06 03:45:41 main:574] : INFO : Epoch 1714 | loss: 0.0311316 | val_loss: 0.0311596 | Time: 2681.96 ms [2021-05-06 03:45:44 main:574] : INFO : Epoch 1715 | loss: 0.0311279 | val_loss: 0.0311608 | Time: 2684.41 ms [2021-05-06 03:45:47 main:574] : INFO : Epoch 1716 | loss: 0.0311254 | val_loss: 0.0311626 | Time: 2676.04 ms [2021-05-06 03:45:49 main:574] : INFO : Epoch 1717 | loss: 0.0311265 | val_loss: 0.0311614 | Time: 2676.7 ms [2021-05-06 03:45:52 main:574] : INFO : Epoch 1718 | loss: 0.0311247 | val_loss: 0.0311649 | Time: 2680.65 ms [2021-05-06 03:45:55 main:574] : INFO : Epoch 1719 | loss: 0.0311231 | val_loss: 0.0311678 | Time: 2681.09 ms [2021-05-06 03:45:57 main:574] : INFO : Epoch 1720 | loss: 0.0311193 | val_loss: 0.0311614 | Time: 2675.54 ms [2021-05-06 03:46:00 main:574] : INFO : Epoch 1721 | loss: 0.0311193 | val_loss: 0.0311606 | Time: 2679.15 ms [2021-05-06 03:46:03 main:574] : INFO : Epoch 1722 | loss: 0.031117 | val_loss: 0.0311624 | Time: 2673.43 ms [2021-05-06 03:46:05 main:574] : INFO : Epoch 1723 | loss: 0.0311135 | val_loss: 0.0311625 | Time: 2677.12 ms [2021-05-06 03:46:08 main:574] : INFO : Epoch 1724 | loss: 0.0311129 | val_loss: 0.0311612 | Time: 2676.41 ms [2021-05-06 03:46:11 main:574] : INFO : Epoch 1725 | loss: 0.0311123 | val_loss: 0.0311635 | Time: 2681.24 ms [2021-05-06 03:46:13 main:574] : INFO : Epoch 1726 | loss: 0.0311114 | val_loss: 0.0311679 | Time: 2686.8 ms [2021-05-06 03:46:16 main:574] : INFO : Epoch 1727 | loss: 0.0311098 | val_loss: 0.0311622 | Time: 2674.73 ms [2021-05-06 03:46:19 main:574] : INFO : Epoch 1728 | loss: 0.0311077 | val_loss: 0.0311665 | Time: 2683.67 ms [2021-05-06 03:46:21 main:574] : INFO : Epoch 1729 | loss: 0.0311077 | val_loss: 0.031164 | Time: 2674.49 ms [2021-05-06 03:46:24 main:574] : INFO : Epoch 1730 | loss: 0.0311061 | val_loss: 0.0311684 | Time: 2672.44 ms [2021-05-06 03:46:27 main:574] : INFO : Epoch 1731 | loss: 0.0311065 | val_loss: 0.0311689 | Time: 2673.47 ms [2021-05-06 03:46:29 main:574] : INFO : Epoch 1732 | loss: 0.0311049 | val_loss: 0.0311704 | Time: 2672.4 ms [2021-05-06 03:46:32 main:574] : INFO : Epoch 1733 | loss: 0.0311075 | val_loss: 0.0311647 | Time: 2669.65 ms [2021-05-06 03:46:35 main:574] : INFO : Epoch 1734 | loss: 0.031104 | val_loss: 0.0311696 | Time: 2677.24 ms [2021-05-06 03:46:37 main:574] : INFO : Epoch 1735 | loss: 0.0311019 | val_loss: 0.0311676 | Time: 2677.58 ms [2021-05-06 03:46:40 main:574] : INFO : Epoch 1736 | loss: 0.0310994 | val_loss: 0.0311685 | Time: 2676.44 ms [2021-05-06 03:46:43 main:574] : INFO : Epoch 1737 | loss: 0.031098 | val_loss: 0.0311682 | Time: 2678.71 ms [2021-05-06 03:46:46 main:574] : INFO : Epoch 1738 | loss: 0.0310984 | val_loss: 0.0311671 | Time: 2678.99 ms [2021-05-06 03:46:48 main:574] : INFO : Epoch 1739 | loss: 0.0310957 | val_loss: 0.0311665 | Time: 2672.47 ms [2021-05-06 03:47:01 main:574] : INFO : Epoch 1740 | loss: 0.0310961 | val_loss: 0.0311678 | Time: 12722 ms [2021-05-06 03:47:04 main:574] : INFO : Epoch 1741 | loss: 0.0310934 | val_loss: 0.0311709 | Time: 2692.54 ms [2021-05-06 03:47:06 main:574] : INFO : Epoch 1742 | loss: 0.0310931 | val_loss: 0.0311736 | Time: 2680.09 ms [2021-05-06 03:47:09 main:574] : INFO : Epoch 1743 | loss: 0.031094 | val_loss: 0.031171 | Time: 2673.97 ms [2021-05-06 03:47:12 main:574] : INFO : Epoch 1744 | loss: 0.0310922 | val_loss: 0.0311692 | Time: 2677.08 ms [2021-05-06 03:47:14 main:574] : INFO : Epoch 1745 | loss: 0.0310927 | val_loss: 0.0311712 | Time: 2706.67 ms [2021-05-06 03:47:17 main:574] : INFO : Epoch 1746 | loss: 0.0310934 | val_loss: 0.0311744 | Time: 2678.09 ms [2021-05-06 03:47:20 main:574] : INFO : Epoch 1747 | loss: 0.0310935 | val_loss: 0.03117 | Time: 2679.16 ms [2021-05-06 03:47:22 main:574] : INFO : Epoch 1748 | loss: 0.0310917 | val_loss: 0.0311708 | Time: 2676.06 ms [2021-05-06 03:47:25 main:574] : INFO : Epoch 1749 | loss: 0.0310935 | val_loss: 0.0311674 | Time: 2675.87 ms [2021-05-06 03:47:28 main:574] : INFO : Epoch 1750 | loss: 0.0310948 | val_loss: 0.0311669 | Time: 2682.12 ms [2021-05-06 03:47:30 main:574] : INFO : Epoch 1751 | loss: 0.0310947 | val_loss: 0.0311721 | Time: 2677.39 ms [2021-05-06 03:47:33 main:574] : INFO : Epoch 1752 | loss: 0.0310931 | val_loss: 0.0311704 | Time: 2677.67 ms [2021-05-06 03:47:36 main:574] : INFO : Epoch 1753 | loss: 0.0310909 | val_loss: 0.0311664 | Time: 2673.07 ms [2021-05-06 03:47:39 main:574] : INFO : Epoch 1754 | loss: 0.0310924 | val_loss: 0.0311746 | Time: 2674.84 ms [2021-05-06 03:47:41 main:574] : INFO : Epoch 1755 | loss: 0.0310927 | val_loss: 0.0311713 | Time: 2676.62 ms [2021-05-06 03:47:44 main:574] : INFO : Epoch 1756 | loss: 0.0311013 | val_loss: 0.0311792 | Time: 2675.12 ms [2021-05-06 03:47:47 main:574] : INFO : Epoch 1757 | loss: 0.0311177 | val_loss: 0.0311677 | Time: 2718.74 ms [2021-05-06 03:47:49 main:574] : INFO : Epoch 1758 | loss: 0.0311094 | val_loss: 0.0311713 | Time: 2677.21 ms [2021-05-06 03:47:52 main:574] : INFO : Epoch 1759 | loss: 0.0311045 | val_loss: 0.0311694 | Time: 2674.74 ms [2021-05-06 03:47:55 main:574] : INFO : Epoch 1760 | loss: 0.0310983 | val_loss: 0.031167 | Time: 2676.72 ms [2021-05-06 03:47:57 main:574] : INFO : Epoch 1761 | loss: 0.0310924 | val_loss: 0.0311743 | Time: 2678.7 ms [2021-05-06 03:48:00 main:574] : INFO : Epoch 1762 | loss: 0.0310919 | val_loss: 0.0311641 | Time: 2673.62 ms [2021-05-06 03:48:03 main:574] : INFO : Epoch 1763 | loss: 0.0310908 | val_loss: 0.0311699 | Time: 2677.83 ms [2021-05-06 03:48:05 main:574] : INFO : Epoch 1764 | loss: 0.0310875 | val_loss: 0.0311703 | Time: 2672.6 ms [2021-05-06 03:48:08 main:574] : INFO : Epoch 1765 | loss: 0.0310853 | val_loss: 0.0311704 | Time: 2679.65 ms [2021-05-06 03:48:11 main:574] : INFO : Epoch 1766 | loss: 0.0310842 | val_loss: 0.0311696 | Time: 2676.61 ms [2021-05-06 03:48:13 main:574] : INFO : Epoch 1767 | loss: 0.0310877 | val_loss: 0.0311691 | Time: 2678.05 ms [2021-05-06 03:48:16 main:574] : INFO : Epoch 1768 | loss: 0.0310856 | val_loss: 0.031169 | Time: 2676.11 ms [2021-05-06 03:48:19 main:574] : INFO : Epoch 1769 | loss: 0.0310877 | val_loss: 0.0311675 | Time: 2675.29 ms [2021-05-06 03:48:32 main:574] : INFO : Epoch 1770 | loss: 0.0310837 | val_loss: 0.0311672 | Time: 12767.9 ms [2021-05-06 03:48:34 main:574] : INFO : Epoch 1771 | loss: 0.0310824 | val_loss: 0.0311741 | Time: 2668.42 ms [2021-05-06 03:48:37 main:574] : INFO : Epoch 1772 | loss: 0.0310792 | val_loss: 0.0311705 | Time: 2673.75 ms [2021-05-06 03:48:40 main:574] : INFO : Epoch 1773 | loss: 0.031081 | val_loss: 0.0311738 | Time: 2671.5 ms [2021-05-06 03:48:42 main:574] : INFO : Epoch 1774 | loss: 0.0310817 | val_loss: 0.0311734 | Time: 2670.3 ms [2021-05-06 03:48:45 main:574] : INFO : Epoch 1775 | loss: 0.0310828 | val_loss: 0.031172 | Time: 2671.82 ms [2021-05-06 03:48:48 main:574] : INFO : Epoch 1776 | loss: 0.0310851 | val_loss: 0.0311705 | Time: 2676.77 ms [2021-05-06 03:48:50 main:574] : INFO : Epoch 1777 | loss: 0.0310831 | val_loss: 0.0311744 | Time: 2670.44 ms [2021-05-06 03:48:53 main:574] : INFO : Epoch 1778 | loss: 0.031082 | val_loss: 0.0311764 | Time: 2674.06 ms [2021-05-06 03:48:56 main:574] : INFO : Epoch 1779 | loss: 0.0310822 | val_loss: 0.031171 | Time: 2669.8 ms [2021-05-06 03:48:58 main:574] : INFO : Epoch 1780 | loss: 0.03108 | val_loss: 0.03117 | Time: 2680.84 ms [2021-05-06 03:49:01 main:574] : INFO : Epoch 1781 | loss: 0.0310855 | val_loss: 0.0311742 | Time: 2677 ms [2021-05-06 03:49:04 main:574] : INFO : Epoch 1782 | loss: 0.0310831 | val_loss: 0.0311723 | Time: 2675.73 ms [2021-05-06 03:49:06 main:574] : INFO : Epoch 1783 | loss: 0.0310795 | val_loss: 0.0311769 | Time: 2676.42 ms [2021-05-06 03:49:09 main:574] : INFO : Epoch 1784 | loss: 0.0310788 | val_loss: 0.0311793 | Time: 2679.44 ms [2021-05-06 03:49:12 main:574] : INFO : Epoch 1785 | loss: 0.0310788 | val_loss: 0.031169 | Time: 2675.27 ms [2021-05-06 03:49:14 main:574] : INFO : Epoch 1786 | loss: 0.0310938 | val_loss: 0.0311698 | Time: 2779.56 ms [2021-05-06 03:49:17 main:574] : INFO : Epoch 1787 | loss: 0.0310958 | val_loss: 0.031171 | Time: 2674.51 ms [2021-05-06 03:49:20 main:574] : INFO : Epoch 1788 | loss: 0.031088 | val_loss: 0.0311748 | Time: 2675.42 ms [2021-05-06 03:49:23 main:574] : INFO : Epoch 1789 | loss: 0.0310839 | val_loss: 0.0311773 | Time: 2681.13 ms [2021-05-06 03:49:25 main:574] : INFO : Epoch 1790 | loss: 0.0310764 | val_loss: 0.0311714 | Time: 2675.98 ms [2021-05-06 03:49:28 main:574] : INFO : Epoch 1791 | loss: 0.031077 | val_loss: 0.0311818 | Time: 2681.26 ms [2021-05-06 03:49:31 main:574] : INFO : Epoch 1792 | loss: 0.0310792 | val_loss: 0.031181 | Time: 2681.72 ms [2021-05-06 03:49:33 main:574] : INFO : Epoch 1793 | loss: 0.0310856 | val_loss: 0.0311722 | Time: 2684.9 ms [2021-05-06 03:49:36 main:574] : INFO : Epoch 1794 | loss: 0.0310803 | val_loss: 0.0311737 | Time: 2678.91 ms [2021-05-06 03:49:39 main:574] : INFO : Epoch 1795 | loss: 0.0310772 | val_loss: 0.0311719 | Time: 2679.53 ms [2021-05-06 03:49:41 main:574] : INFO : Epoch 1796 | loss: 0.0310726 | val_loss: 0.0311755 | Time: 2676.39 ms [2021-05-06 03:49:44 main:574] : INFO : Epoch 1797 | loss: 0.0310738 | val_loss: 0.0311744 | Time: 2671.36 ms [2021-05-06 03:49:47 main:574] : INFO : Epoch 1798 | loss: 0.0310771 | val_loss: 0.0311753 | Time: 2674.68 ms [2021-05-06 03:49:49 main:574] : INFO : Epoch 1799 | loss: 0.0310826 | val_loss: 0.0311705 | Time: 2676.76 ms [2021-05-06 03:49:52 main:574] : INFO : Epoch 1800 | loss: 0.0310848 | val_loss: 0.0311732 | Time: 2676.8 ms [2021-05-06 03:49:55 main:574] : INFO : Epoch 1801 | loss: 0.0310798 | val_loss: 0.0311722 | Time: 2673.88 ms [2021-05-06 03:49:57 main:574] : INFO : Epoch 1802 | loss: 0.0310769 | val_loss: 0.0311759 | Time: 2675.93 ms [2021-05-06 03:50:00 main:574] : INFO : Epoch 1803 | loss: 0.031074 | val_loss: 0.0311726 | Time: 2671.39 ms [2021-05-06 03:50:03 main:574] : INFO : Epoch 1804 | loss: 0.0310757 | val_loss: 0.0311755 | Time: 2671.12 ms [2021-05-06 03:50:05 main:574] : INFO : Epoch 1805 | loss: 0.0310797 | val_loss: 0.0311816 | Time: 2669.71 ms [2021-05-06 03:50:08 main:574] : INFO : Epoch 1806 | loss: 0.0310817 | val_loss: 0.0311703 | Time: 2678.52 ms [2021-05-06 03:50:11 main:574] : INFO : Epoch 1807 | loss: 0.0310777 | val_loss: 0.0311782 | Time: 2676.26 ms [2021-05-06 03:50:13 main:574] : INFO : Epoch 1808 | loss: 0.0310705 | val_loss: 0.0311871 | Time: 2668.07 ms [2021-05-06 03:50:16 main:574] : INFO : Epoch 1809 | loss: 0.0310692 | val_loss: 0.0311737 | Time: 2676.27 ms [2021-05-06 03:50:19 main:574] : INFO : Epoch 1810 | loss: 0.0310677 | val_loss: 0.0311799 | Time: 2676.51 ms [2021-05-06 03:50:22 main:574] : INFO : Epoch 1811 | loss: 0.0310684 | val_loss: 0.0311747 | Time: 2678.15 ms [2021-05-06 03:50:24 main:574] : INFO : Epoch 1812 | loss: 0.0310655 | val_loss: 0.031182 | Time: 2676.82 ms [2021-05-06 03:50:27 main:574] : INFO : Epoch 1813 | loss: 0.031066 | val_loss: 0.0311843 | Time: 2670.65 ms [2021-05-06 03:50:30 main:574] : INFO : Epoch 1814 | loss: 0.0310694 | val_loss: 0.0311866 | Time: 2671.94 ms [2021-05-06 03:50:32 main:574] : INFO : Epoch 1815 | loss: 0.031088 | val_loss: 0.031172 | Time: 2675.41 ms [2021-05-06 03:50:35 main:574] : INFO : Epoch 1816 | loss: 0.031105 | val_loss: 0.0311739 | Time: 2679.28 ms [2021-05-06 03:50:38 main:574] : INFO : Epoch 1817 | loss: 0.0310941 | val_loss: 0.0311763 | Time: 2677.59 ms [2021-05-06 03:50:40 main:574] : INFO : Epoch 1818 | loss: 0.0310844 | val_loss: 0.0311716 | Time: 2674.06 ms [2021-05-06 03:50:43 main:574] : INFO : Epoch 1819 | loss: 0.0310765 | val_loss: 0.0311777 | Time: 2678.01 ms [2021-05-06 03:50:46 main:574] : INFO : Epoch 1820 | loss: 0.0310726 | val_loss: 0.0311772 | Time: 2678.59 ms [2021-05-06 03:50:48 main:574] : INFO : Epoch 1821 | loss: 0.0310738 | val_loss: 0.0311893 | Time: 2673.29 ms [2021-05-06 03:50:51 main:574] : INFO : Epoch 1822 | loss: 0.0310703 | val_loss: 0.0311774 | Time: 2676.42 ms [2021-05-06 03:50:54 main:574] : INFO : Epoch 1823 | loss: 0.0310692 | val_loss: 0.0311827 | Time: 2677.35 ms [2021-05-06 03:50:56 main:574] : INFO : Epoch 1824 | loss: 0.0310835 | val_loss: 0.0311686 | Time: 2670.43 ms [2021-05-06 03:50:59 main:574] : INFO : Epoch 1825 | loss: 0.0311009 | val_loss: 0.0311902 | Time: 2675.52 ms [2021-05-06 03:51:02 main:574] : INFO : Epoch 1826 | loss: 0.0310857 | val_loss: 0.03118 | Time: 2675.83 ms [2021-05-06 03:51:04 main:574] : INFO : Epoch 1827 | loss: 0.0310742 | val_loss: 0.0311962 | Time: 2670.87 ms [2021-05-06 03:51:07 main:574] : INFO : Epoch 1828 | loss: 0.0310792 | val_loss: 0.0311735 | Time: 2679.73 ms [2021-05-06 03:51:10 main:574] : INFO : Epoch 1829 | loss: 0.0310696 | val_loss: 0.0311851 | Time: 2672.82 ms [2021-05-06 03:51:12 main:574] : INFO : Epoch 1830 | loss: 0.0310693 | val_loss: 0.0311787 | Time: 2674.95 ms [2021-05-06 03:51:15 main:574] : INFO : Epoch 1831 | loss: 0.0310662 | val_loss: 0.031188 | Time: 2835.36 ms [2021-05-06 03:51:18 main:574] : INFO : Epoch 1832 | loss: 0.0310679 | val_loss: 0.0311771 | Time: 2671.74 ms [2021-05-06 03:51:21 main:574] : INFO : Epoch 1833 | loss: 0.03107 | val_loss: 0.0311832 | Time: 2676.86 ms [2021-05-06 03:51:23 main:574] : INFO : Epoch 1834 | loss: 0.0310657 | val_loss: 0.0311898 | Time: 2677.59 ms [2021-05-06 03:51:26 main:574] : INFO : Epoch 1835 | loss: 0.0310621 | val_loss: 0.0311807 | Time: 2676.47 ms [2021-05-06 03:51:29 main:574] : INFO : Epoch 1836 | loss: 0.0310605 | val_loss: 0.031193 | Time: 2677.54 ms [2021-05-06 03:51:31 main:574] : INFO : Epoch 1837 | loss: 0.0310652 | val_loss: 0.0311839 | Time: 2673.47 ms [2021-05-06 03:51:34 main:574] : INFO : Epoch 1838 | loss: 0.0310684 | val_loss: 0.0311749 | Time: 2671.75 ms [2021-05-06 03:51:37 main:574] : INFO : Epoch 1839 | loss: 0.0310705 | val_loss: 0.0311824 | Time: 2675.06 ms [2021-05-06 03:51:39 main:574] : INFO : Epoch 1840 | loss: 0.0310607 | val_loss: 0.0311901 | Time: 2678.47 ms [2021-05-06 03:51:42 main:574] : INFO : Epoch 1841 | loss: 0.0310638 | val_loss: 0.0311832 | Time: 2672.09 ms [2021-05-06 03:51:45 main:574] : INFO : Epoch 1842 | loss: 0.0310606 | val_loss: 0.0311926 | Time: 2667.91 ms [2021-05-06 03:51:47 main:574] : INFO : Epoch 1843 | loss: 0.0310634 | val_loss: 0.0311808 | Time: 2673.69 ms [2021-05-06 03:51:50 main:574] : INFO : Epoch 1844 | loss: 0.0310725 | val_loss: 0.0311883 | Time: 2669.24 ms [2021-05-06 03:51:53 main:574] : INFO : Epoch 1845 | loss: 0.0310671 | val_loss: 0.031186 | Time: 2675.66 ms [2021-05-06 03:51:55 main:574] : INFO : Epoch 1846 | loss: 0.0310656 | val_loss: 0.0311873 | Time: 2671.72 ms [2021-05-06 03:51:58 main:574] : INFO : Epoch 1847 | loss: 0.031075 | val_loss: 0.0311785 | Time: 2676.15 ms [2021-05-06 03:52:01 main:574] : INFO : Epoch 1848 | loss: 0.0310803 | val_loss: 0.0311816 | Time: 2676.08 ms [2021-05-06 03:52:03 main:574] : INFO : Epoch 1849 | loss: 0.03107 | val_loss: 0.0311788 | Time: 2671.39 ms [2021-05-06 03:52:06 main:574] : INFO : Epoch 1850 | loss: 0.0310665 | val_loss: 0.0311746 | Time: 2674.06 ms [2021-05-06 03:52:09 main:574] : INFO : Epoch 1851 | loss: 0.0310669 | val_loss: 0.0311945 | Time: 2679.36 ms [2021-05-06 03:52:12 main:574] : INFO : Epoch 1852 | loss: 0.0310624 | val_loss: 0.0311919 | Time: 2676.23 ms [2021-05-06 03:52:14 main:574] : INFO : Epoch 1853 | loss: 0.0310603 | val_loss: 0.0311887 | Time: 2677.19 ms [2021-05-06 03:52:17 main:574] : INFO : Epoch 1854 | loss: 0.0310654 | val_loss: 0.0311874 | Time: 2672.09 ms [2021-05-06 03:52:20 main:574] : INFO : Epoch 1855 | loss: 0.0310657 | val_loss: 0.0311864 | Time: 2675.8 ms [2021-05-06 03:52:22 main:574] : INFO : Epoch 1856 | loss: 0.031065 | val_loss: 0.0311955 | Time: 2678.28 ms [2021-05-06 03:52:25 main:574] : INFO : Epoch 1857 | loss: 0.0310656 | val_loss: 0.0311865 | Time: 2677.31 ms [2021-05-06 03:52:28 main:574] : INFO : Epoch 1858 | loss: 0.031076 | val_loss: 0.031176 | Time: 2675.88 ms [2021-05-06 03:52:30 main:574] : INFO : Epoch 1859 | loss: 0.0310751 | val_loss: 0.0311895 | Time: 2676.34 ms [2021-05-06 03:52:33 main:574] : INFO : Epoch 1860 | loss: 0.031071 | val_loss: 0.031206 | Time: 2674.24 ms [2021-05-06 03:52:36 main:574] : INFO : Epoch 1861 | loss: 0.0310653 | val_loss: 0.0311814 | Time: 2668.66 ms [2021-05-06 03:52:38 main:574] : INFO : Epoch 1862 | loss: 0.0310718 | val_loss: 0.0311838 | Time: 2670.65 ms [2021-05-06 03:52:41 main:574] : INFO : Epoch 1863 | loss: 0.031069 | val_loss: 0.0311768 | Time: 2676.82 ms [2021-05-06 03:52:44 main:574] : INFO : Epoch 1864 | loss: 0.0310647 | val_loss: 0.0311892 | Time: 2673.48 ms [2021-05-06 03:52:46 main:574] : INFO : Epoch 1865 | loss: 0.0310645 | val_loss: 0.031184 | Time: 2678.06 ms [2021-05-06 03:52:49 main:574] : INFO : Epoch 1866 | loss: 0.0310649 | val_loss: 0.0311867 | Time: 2677.41 ms [2021-05-06 03:53:02 main:574] : INFO : Epoch 1867 | loss: 0.0310638 | val_loss: 0.0311734 | Time: 12752.7 ms [2021-05-06 03:53:04 main:574] : INFO : Epoch 1868 | loss: 0.0310661 | val_loss: 0.0311831 | Time: 2676.77 ms [2021-05-06 03:53:07 main:574] : INFO : Epoch 1869 | loss: 0.0310583 | val_loss: 0.0311825 | Time: 2667.67 ms [2021-05-06 03:53:10 main:574] : INFO : Epoch 1870 | loss: 0.0310598 | val_loss: 0.0311894 | Time: 2671.26 ms [2021-05-06 03:53:12 main:574] : INFO : Epoch 1871 | loss: 0.0310676 | val_loss: 0.0311771 | Time: 2668.63 ms [2021-05-06 03:53:15 main:574] : INFO : Epoch 1872 | loss: 0.0310648 | val_loss: 0.0311886 | Time: 2676.17 ms [2021-05-06 03:53:18 main:574] : INFO : Epoch 1873 | loss: 0.0310587 | val_loss: 0.0311894 | Time: 2667.07 ms [2021-05-06 03:53:21 main:574] : INFO : Epoch 1874 | loss: 0.0310585 | val_loss: 0.0311939 | Time: 2670.3 ms [2021-05-06 03:53:23 main:574] : INFO : Epoch 1875 | loss: 0.0310603 | val_loss: 0.0311947 | Time: 2673.05 ms [2021-05-06 03:53:26 main:574] : INFO : Epoch 1876 | loss: 0.0310555 | val_loss: 0.0311791 | Time: 2680.67 ms [2021-05-06 03:53:29 main:574] : INFO : Epoch 1877 | loss: 0.0310579 | val_loss: 0.0311898 | Time: 2681.38 ms [2021-05-06 03:53:31 main:574] : INFO : Epoch 1878 | loss: 0.0310546 | val_loss: 0.0311919 | Time: 2680.36 ms [2021-05-06 03:53:34 main:574] : INFO : Epoch 1879 | loss: 0.0310508 | val_loss: 0.0311853 | Time: 2685.59 ms [2021-05-06 03:53:37 main:574] : INFO : Epoch 1880 | loss: 0.0310503 | val_loss: 0.0311842 | Time: 2679.6 ms [2021-05-06 03:53:39 main:574] : INFO : Epoch 1881 | loss: 0.0310506 | val_loss: 0.0311826 | Time: 2669.63 ms [2021-05-06 03:53:42 main:574] : INFO : Epoch 1882 | loss: 0.031054 | val_loss: 0.0311903 | Time: 2677.91 ms [2021-05-06 03:53:45 main:574] : INFO : Epoch 1883 | loss: 0.0310581 | val_loss: 0.0311867 | Time: 2672.86 ms [2021-05-06 03:53:47 main:574] : INFO : Epoch 1884 | loss: 0.0310626 | val_loss: 0.0311915 | Time: 2706.82 ms [2021-05-06 03:53:50 main:574] : INFO : Epoch 1885 | loss: 0.0310628 | val_loss: 0.0311909 | Time: 2682.3 ms [2021-05-06 03:53:53 main:574] : INFO : Epoch 1886 | loss: 0.0310566 | val_loss: 0.0311927 | Time: 2682.65 ms [2021-05-06 03:53:55 main:574] : INFO : Epoch 1887 | loss: 0.0310547 | val_loss: 0.0311928 | Time: 2677.78 ms [2021-05-06 03:53:58 main:574] : INFO : Epoch 1888 | loss: 0.0310541 | val_loss: 0.0312021 | Time: 2675.77 ms [2021-05-06 03:54:01 main:574] : INFO : Epoch 1889 | loss: 0.0310523 | val_loss: 0.0311845 | Time: 2677.17 ms [2021-05-06 03:54:03 main:574] : INFO : Epoch 1890 | loss: 0.0310515 | val_loss: 0.031186 | Time: 2678.77 ms [2021-05-06 03:54:06 main:574] : INFO : Epoch 1891 | loss: 0.0310554 | val_loss: 0.0311927 | Time: 2671.86 ms [2021-05-06 03:54:09 main:574] : INFO : Epoch 1892 | loss: 0.0310629 | val_loss: 0.031208 | Time: 2676.7 ms [2021-05-06 03:54:12 main:574] : INFO : Epoch 1893 | loss: 0.0310611 | val_loss: 0.0311866 | Time: 2677.95 ms [2021-05-06 03:54:14 main:574] : INFO : Epoch 1894 | loss: 0.0310539 | val_loss: 0.0311927 | Time: 2674.52 ms [2021-05-06 03:54:17 main:574] : INFO : Epoch 1895 | loss: 0.0310556 | val_loss: 0.0311836 | Time: 2669.57 ms [2021-05-06 03:54:20 main:574] : INFO : Epoch 1896 | loss: 0.0310537 | val_loss: 0.0311883 | Time: 2678.12 ms [2021-05-06 03:54:22 main:574] : INFO : Epoch 1897 | loss: 0.0310578 | val_loss: 0.0311926 | Time: 2674.31 ms [2021-05-06 03:54:25 main:574] : INFO : Epoch 1898 | loss: 0.0310718 | val_loss: 0.0311892 | Time: 2676.15 ms [2021-05-06 03:54:28 main:574] : INFO : Epoch 1899 | loss: 0.0310673 | val_loss: 0.0312003 | Time: 2679.8 ms [2021-05-06 03:54:30 main:574] : INFO : Epoch 1900 | loss: 0.0310682 | val_loss: 0.0311845 | Time: 2678.34 ms [2021-05-06 03:54:33 main:574] : INFO : Epoch 1901 | loss: 0.0310702 | val_loss: 0.031193 | Time: 2678.95 ms [2021-05-06 03:54:36 main:574] : INFO : Epoch 1902 | loss: 0.031069 | val_loss: 0.0311911 | Time: 2670.14 ms [2021-05-06 03:54:38 main:574] : INFO : Epoch 1903 | loss: 0.0310604 | val_loss: 0.0311769 | Time: 2679.38 ms [2021-05-06 03:54:41 main:574] : INFO : Epoch 1904 | loss: 0.0310696 | val_loss: 0.031172 | Time: 2672.82 ms [2021-05-06 03:54:44 main:574] : INFO : Epoch 1905 | loss: 0.0310672 | val_loss: 0.0311794 | Time: 2679.88 ms [2021-05-06 03:54:46 main:574] : INFO : Epoch 1906 | loss: 0.0310637 | val_loss: 0.0311929 | Time: 2680.3 ms [2021-05-06 03:54:49 main:574] : INFO : Epoch 1907 | loss: 0.0310496 | val_loss: 0.0311952 | Time: 2683.49 ms [2021-05-06 03:54:52 main:574] : INFO : Epoch 1908 | loss: 0.0310464 | val_loss: 0.0311942 | Time: 2680.54 ms [2021-05-06 03:55:04 main:574] : INFO : Epoch 1909 | loss: 0.0310461 | val_loss: 0.0311876 | Time: 12688.9 ms [2021-05-06 03:55:07 main:574] : INFO : Epoch 1910 | loss: 0.0310525 | val_loss: 0.0311973 | Time: 2676.88 ms [2021-05-06 03:55:10 main:574] : INFO : Epoch 1911 | loss: 0.0310539 | val_loss: 0.0311877 | Time: 2673.26 ms [2021-05-06 03:55:12 main:574] : INFO : Epoch 1912 | loss: 0.0310475 | val_loss: 0.031188 | Time: 2674.71 ms [2021-05-06 03:55:15 main:574] : INFO : Epoch 1913 | loss: 0.031053 | val_loss: 0.0311941 | Time: 2681.4 ms [2021-05-06 03:55:18 main:574] : INFO : Epoch 1914 | loss: 0.0310824 | val_loss: 0.0311856 | Time: 2679.24 ms [2021-05-06 03:55:21 main:574] : INFO : Epoch 1915 | loss: 0.031068 | val_loss: 0.031181 | Time: 2683.21 ms [2021-05-06 03:55:23 main:574] : INFO : Epoch 1916 | loss: 0.0310595 | val_loss: 0.0311838 | Time: 2685.51 ms [2021-05-06 03:55:26 main:574] : INFO : Epoch 1917 | loss: 0.0310575 | val_loss: 0.0311849 | Time: 2677.15 ms [2021-05-06 03:55:29 main:574] : INFO : Epoch 1918 | loss: 0.03105 | val_loss: 0.0311968 | Time: 2680.45 ms [2021-05-06 03:55:31 main:574] : INFO : Epoch 1919 | loss: 0.0310465 | val_loss: 0.0312002 | Time: 2678.03 ms [2021-05-06 03:55:34 main:574] : INFO : Epoch 1920 | loss: 0.0310418 | val_loss: 0.0312034 | Time: 2680.52 ms [2021-05-06 03:55:37 main:574] : INFO : Epoch 1921 | loss: 0.0310425 | val_loss: 0.0312038 | Time: 2673.2 ms [2021-05-06 03:55:39 main:574] : INFO : Epoch 1922 | loss: 0.0310407 | val_loss: 0.0311827 | Time: 2680.01 ms [2021-05-06 03:55:42 main:574] : INFO : Epoch 1923 | loss: 0.0310458 | val_loss: 0.0311957 | Time: 2679.41 ms [2021-05-06 03:55:45 main:574] : INFO : Epoch 1924 | loss: 0.0310475 | val_loss: 0.0312094 | Time: 2677.02 ms [2021-05-06 03:55:47 main:574] : INFO : Epoch 1925 | loss: 0.0310508 | val_loss: 0.0312064 | Time: 2674.39 ms [2021-05-06 03:55:50 main:574] : INFO : Epoch 1926 | loss: 0.0310486 | val_loss: 0.0311886 | Time: 2680.29 ms [2021-05-06 03:55:53 main:574] : INFO : Epoch 1927 | loss: 0.0310448 | val_loss: 0.0311862 | Time: 2678.27 ms [2021-05-06 03:55:55 main:574] : INFO : Epoch 1928 | loss: 0.0310598 | val_loss: 0.0311873 | Time: 2680.22 ms [2021-05-06 03:55:58 main:574] : INFO : Epoch 1929 | loss: 0.031068 | val_loss: 0.0311876 | Time: 2681.61 ms [2021-05-06 03:56:01 main:574] : INFO : Epoch 1930 | loss: 0.031057 | val_loss: 0.0311917 | Time: 2679.84 ms [2021-05-06 03:56:03 main:574] : INFO : Epoch 1931 | loss: 0.0310543 | val_loss: 0.0311998 | Time: 2677.9 ms [2021-05-06 03:56:06 main:574] : INFO : Epoch 1932 | loss: 0.0310466 | val_loss: 0.0311795 | Time: 2677.88 ms [2021-05-06 03:56:09 main:574] : INFO : Epoch 1933 | loss: 0.0310463 | val_loss: 0.031186 | Time: 2676.29 ms [2021-05-06 03:56:12 main:574] : INFO : Epoch 1934 | loss: 0.0310511 | val_loss: 0.0311979 | Time: 2680.64 ms [2021-05-06 03:56:14 main:574] : INFO : Epoch 1935 | loss: 0.0310475 | val_loss: 0.0311959 | Time: 2672.88 ms [2021-05-06 03:56:17 main:574] : INFO : Epoch 1936 | loss: 0.0310448 | val_loss: 0.0311911 | Time: 2675.25 ms [2021-05-06 03:56:20 main:574] : INFO : Epoch 1937 | loss: 0.0310464 | val_loss: 0.0311756 | Time: 2673.65 ms [2021-05-06 03:56:22 main:574] : INFO : Epoch 1938 | loss: 0.0310508 | val_loss: 0.0311852 | Time: 2671.66 ms [2021-05-06 03:56:25 main:574] : INFO : Epoch 1939 | loss: 0.0310492 | val_loss: 0.0311994 | Time: 2675.13 ms [2021-05-06 03:56:28 main:574] : INFO : Epoch 1940 | loss: 0.0310415 | val_loss: 0.0311869 | Time: 2679.99 ms [2021-05-06 03:56:30 main:574] : INFO : Epoch 1941 | loss: 0.0310396 | val_loss: 0.0312306 | Time: 2676.92 ms [2021-05-06 03:56:33 main:574] : INFO : Epoch 1942 | loss: 0.0310465 | val_loss: 0.0311872 | Time: 2677.13 ms [2021-05-06 03:56:36 main:574] : INFO : Epoch 1943 | loss: 0.0310515 | val_loss: 0.0312092 | Time: 2675.15 ms [2021-05-06 03:56:38 main:574] : INFO : Epoch 1944 | loss: 0.0310464 | val_loss: 0.0311841 | Time: 2684.99 ms [2021-05-06 03:56:41 main:574] : INFO : Epoch 1945 | loss: 0.0310458 | val_loss: 0.0311968 | Time: 2684.61 ms [2021-05-06 03:56:44 main:574] : INFO : Epoch 1946 | loss: 0.031138 | val_loss: 0.0311775 | Time: 2679.1 ms [2021-05-06 03:56:46 main:574] : INFO : Epoch 1947 | loss: 0.0311355 | val_loss: 0.0311838 | Time: 2677.17 ms [2021-05-06 03:56:49 main:574] : INFO : Epoch 1948 | loss: 0.0311063 | val_loss: 0.0311858 | Time: 2673.76 ms [2021-05-06 03:56:52 main:574] : INFO : Epoch 1949 | loss: 0.031077 | val_loss: 0.0311922 | Time: 2676.7 ms [2021-05-06 03:57:04 main:574] : INFO : Epoch 1950 | loss: 0.0310544 | val_loss: 0.0312001 | Time: 12727 ms [2021-05-06 03:57:07 main:574] : INFO : Epoch 1951 | loss: 0.0310473 | val_loss: 0.0312028 | Time: 2669.05 ms [2021-05-06 03:57:10 main:574] : INFO : Epoch 1952 | loss: 0.0310581 | val_loss: 0.0311888 | Time: 2677.62 ms [2021-05-06 03:57:13 main:574] : INFO : Epoch 1953 | loss: 0.0310514 | val_loss: 0.0311881 | Time: 2676.57 ms [2021-05-06 03:57:15 main:574] : INFO : Epoch 1954 | loss: 0.0310494 | val_loss: 0.0311853 | Time: 2675.69 ms [2021-05-06 03:57:18 main:574] : INFO : Epoch 1955 | loss: 0.031046 | val_loss: 0.0311903 | Time: 2676.78 ms [2021-05-06 03:57:21 main:574] : INFO : Epoch 1956 | loss: 0.0310404 | val_loss: 0.0311966 | Time: 2684.38 ms [2021-05-06 03:57:23 main:574] : INFO : Epoch 1957 | loss: 0.031039 | val_loss: 0.0312045 | Time: 2681.86 ms [2021-05-06 03:57:26 main:574] : INFO : Epoch 1958 | loss: 0.0310484 | val_loss: 0.0311852 | Time: 2683.28 ms [2021-05-06 03:57:29 main:574] : INFO : Epoch 1959 | loss: 0.0310454 | val_loss: 0.0312145 | Time: 2683.25 ms [2021-05-06 03:57:31 main:574] : INFO : Epoch 1960 | loss: 0.03104 | val_loss: 0.0311988 | Time: 2673.67 ms [2021-05-06 03:57:34 main:574] : INFO : Epoch 1961 | loss: 0.0310437 | val_loss: 0.0311879 | Time: 2675.37 ms [2021-05-06 03:57:37 main:574] : INFO : Epoch 1962 | loss: 0.0310456 | val_loss: 0.03121 | Time: 2674.61 ms [2021-05-06 03:57:39 main:574] : INFO : Epoch 1963 | loss: 0.0310402 | val_loss: 0.0311978 | Time: 2675.74 ms [2021-05-06 03:57:42 main:574] : INFO : Epoch 1964 | loss: 0.0310417 | val_loss: 0.031196 | Time: 2678.92 ms [2021-05-06 03:57:45 main:574] : INFO : Epoch 1965 | loss: 0.0310455 | val_loss: 0.0311915 | Time: 2678.55 ms [2021-05-06 03:57:47 main:574] : INFO : Epoch 1966 | loss: 0.0310396 | val_loss: 0.0312025 | Time: 2678.4 ms [2021-05-06 03:57:50 main:574] : INFO : Epoch 1967 | loss: 0.0310371 | val_loss: 0.0312162 | Time: 2675.23 ms [2021-05-06 03:57:53 main:574] : INFO : Epoch 1968 | loss: 0.0310335 | val_loss: 0.0312193 | Time: 2681.41 ms [2021-05-06 03:57:55 main:574] : INFO : Epoch 1969 | loss: 0.0310325 | val_loss: 0.0312059 | Time: 2674.68 ms [2021-05-06 03:57:58 main:574] : INFO : Epoch 1970 | loss: 0.0310329 | val_loss: 0.0311947 | Time: 2678.02 ms [2021-05-06 03:58:01 main:574] : INFO : Epoch 1971 | loss: 0.0310397 | val_loss: 0.0311954 | Time: 2677.56 ms [2021-05-06 03:58:03 main:574] : INFO : Epoch 1972 | loss: 0.0310371 | val_loss: 0.0311862 | Time: 2678.17 ms [2021-05-06 03:58:06 main:574] : INFO : Epoch 1973 | loss: 0.031038 | val_loss: 0.0311953 | Time: 2675.93 ms [2021-05-06 03:58:09 main:574] : INFO : Epoch 1974 | loss: 0.0310358 | val_loss: 0.0312 | Time: 2680.66 ms [2021-05-06 03:58:12 main:574] : INFO : Epoch 1975 | loss: 0.0310353 | val_loss: 0.0312013 | Time: 2676.94 ms [2021-05-06 03:58:24 main:574] : INFO : Epoch 1976 | loss: 0.031038 | val_loss: 0.0311943 | Time: 12784.9 ms [2021-05-06 03:58:27 main:574] : INFO : Epoch 1977 | loss: 0.0310424 | val_loss: 0.0311935 | Time: 2693.92 ms [2021-05-06 03:58:30 main:574] : INFO : Epoch 1978 | loss: 0.0310443 | val_loss: 0.0311856 | Time: 2678.95 ms [2021-05-06 03:58:32 main:574] : INFO : Epoch 1979 | loss: 0.0310408 | val_loss: 0.0311928 | Time: 2676.52 ms [2021-05-06 03:58:35 main:574] : INFO : Epoch 1980 | loss: 0.0310543 | val_loss: 0.0311872 | Time: 2676.2 ms [2021-05-06 03:58:38 main:574] : INFO : Epoch 1981 | loss: 0.0310709 | val_loss: 0.0311839 | Time: 2675.97 ms [2021-05-06 03:58:40 main:574] : INFO : Epoch 1982 | loss: 0.0310453 | val_loss: 0.0312021 | Time: 2671.16 ms [2021-05-06 03:58:43 main:574] : INFO : Epoch 1983 | loss: 0.0310423 | val_loss: 0.0311946 | Time: 2675.75 ms [2021-05-06 03:58:46 main:574] : INFO : Epoch 1984 | loss: 0.0310457 | val_loss: 0.031207 | Time: 2671.89 ms [2021-05-06 03:58:48 main:574] : INFO : Epoch 1985 | loss: 0.0310422 | val_loss: 0.031211 | Time: 2673.49 ms [2021-05-06 03:58:51 main:574] : INFO : Epoch 1986 | loss: 0.0310383 | val_loss: 0.0312173 | Time: 2669.14 ms [2021-05-06 03:58:54 main:574] : INFO : Epoch 1987 | loss: 0.0310411 | val_loss: 0.031199 | Time: 2676.08 ms [2021-05-06 03:58:56 main:574] : INFO : Epoch 1988 | loss: 0.0310369 | val_loss: 0.0311951 | Time: 2674.87 ms [2021-05-06 03:58:59 main:574] : INFO : Epoch 1989 | loss: 0.0310345 | val_loss: 0.0311912 | Time: 2679.12 ms [2021-05-06 03:59:02 main:574] : INFO : Epoch 1990 | loss: 0.0310351 | val_loss: 0.0312007 | Time: 2671.67 ms [2021-05-06 03:59:05 main:574] : INFO : Epoch 1991 | loss: 0.0310346 | val_loss: 0.0312142 | Time: 2673.08 ms [2021-05-06 03:59:07 main:574] : INFO : Epoch 1992 | loss: 0.0310261 | val_loss: 0.0312012 | Time: 2678.14 ms [2021-05-06 03:59:10 main:574] : INFO : Epoch 1993 | loss: 0.0310303 | val_loss: 0.0312006 | Time: 2682.99 ms [2021-05-06 03:59:13 main:574] : INFO : Epoch 1994 | loss: 0.031031 | val_loss: 0.0311974 | Time: 2681.6 ms [2021-05-06 03:59:15 main:574] : INFO : Epoch 1995 | loss: 0.0310409 | val_loss: 0.0311842 | Time: 2683.54 ms [2021-05-06 03:59:18 main:574] : INFO : Epoch 1996 | loss: 0.0310512 | val_loss: 0.0311943 | Time: 2678.26 ms [2021-05-06 03:59:21 main:574] : INFO : Epoch 1997 | loss: 0.0310461 | val_loss: 0.0311891 | Time: 2675.62 ms [2021-05-06 03:59:23 main:574] : INFO : Epoch 1998 | loss: 0.0310421 | val_loss: 0.0311974 | Time: 2681.03 ms [2021-05-06 03:59:26 main:574] : INFO : Epoch 1999 | loss: 0.0310387 | val_loss: 0.0311895 | Time: 2677.61 ms [2021-05-06 03:59:29 main:574] : INFO : Epoch 2000 | loss: 0.0310349 | val_loss: 0.0312006 | Time: 2678.14 ms [2021-05-06 03:59:31 main:574] : INFO : Epoch 2001 | loss: 0.0310243 | val_loss: 0.0312016 | Time: 2677.24 ms [2021-05-06 03:59:34 main:574] : INFO : Epoch 2002 | loss: 0.0310257 | val_loss: 0.0311875 | Time: 2669.66 ms [2021-05-06 03:59:37 main:574] : INFO : Epoch 2003 | loss: 0.0310325 | val_loss: 0.0311938 | Time: 2679.24 ms [2021-05-06 03:59:39 main:574] : INFO : Epoch 2004 | loss: 0.0310259 | val_loss: 0.0312128 | Time: 2678.19 ms [2021-05-06 03:59:42 main:574] : INFO : Epoch 2005 | loss: 0.031033 | val_loss: 0.0312186 | Time: 2687.08 ms [2021-05-06 03:59:45 main:574] : INFO : Epoch 2006 | loss: 0.0310342 | val_loss: 0.0312076 | Time: 2672.48 ms [2021-05-06 03:59:47 main:574] : INFO : Epoch 2007 | loss: 0.03103 | val_loss: 0.0312039 | Time: 2696.1 ms [2021-05-06 03:59:50 main:574] : INFO : Epoch 2008 | loss: 0.0310258 | val_loss: 0.0312085 | Time: 2705.06 ms [2021-05-06 03:59:53 main:574] : INFO : Epoch 2009 | loss: 0.0310396 | val_loss: 0.0312202 | Time: 2685.71 ms [2021-05-06 03:59:56 main:574] : INFO : Epoch 2010 | loss: 0.031031 | val_loss: 0.0312147 | Time: 2675.51 ms [2021-05-06 03:59:58 main:574] : INFO : Epoch 2011 | loss: 0.0310296 | val_loss: 0.0311984 | Time: 2676.89 ms [2021-05-06 04:00:01 main:574] : INFO : Epoch 2012 | loss: 0.0310297 | val_loss: 0.0311879 | Time: 2671.57 ms [2021-05-06 04:00:04 main:574] : INFO : Epoch 2013 | loss: 0.0310369 | val_loss: 0.0311831 | Time: 2679.06 ms [2021-05-06 04:00:06 main:574] : INFO : Epoch 2014 | loss: 0.031042 | val_loss: 0.0311885 | Time: 2677.61 ms [2021-05-06 04:00:09 main:574] : INFO : Epoch 2015 | loss: 0.0310322 | val_loss: 0.0312002 | Time: 2678.6 ms [2021-05-06 04:00:12 main:574] : INFO : Epoch 2016 | loss: 0.0310265 | val_loss: 0.0312012 | Time: 2673.4 ms [2021-05-06 04:00:14 main:574] : INFO : Epoch 2017 | loss: 0.0310378 | val_loss: 0.0312172 | Time: 2675.64 ms [2021-05-06 04:00:17 main:574] : INFO : Epoch 2018 | loss: 0.0310457 | val_loss: 0.0311805 | Time: 2678.49 ms [2021-05-06 04:00:20 main:574] : INFO : Epoch 2019 | loss: 0.0310743 | val_loss: 0.031197 | Time: 2677.63 ms [2021-05-06 04:00:22 main:574] : INFO : Epoch 2020 | loss: 0.0310501 | val_loss: 0.0311893 | Time: 2680.04 ms [2021-05-06 04:00:25 main:574] : INFO : Epoch 2021 | loss: 0.0310458 | val_loss: 0.0311993 | Time: 2676.8 ms [2021-05-06 04:00:28 main:574] : INFO : Epoch 2022 | loss: 0.0310345 | val_loss: 0.0311956 | Time: 2683.92 ms [2021-05-06 04:00:30 main:574] : INFO : Epoch 2023 | loss: 0.0310382 | val_loss: 0.0312105 | Time: 2677.08 ms [2021-05-06 04:00:33 main:574] : INFO : Epoch 2024 | loss: 0.0310381 | val_loss: 0.0311959 | Time: 2673.84 ms [2021-05-06 04:00:36 main:574] : INFO : Epoch 2025 | loss: 0.0310396 | val_loss: 0.0311834 | Time: 2675.2 ms [2021-05-06 04:00:38 main:574] : INFO : Epoch 2026 | loss: 0.031031 | val_loss: 0.0312052 | Time: 2676.13 ms [2021-05-06 04:00:41 main:574] : INFO : Epoch 2027 | loss: 0.0310358 | val_loss: 0.0311944 | Time: 2671.62 ms [2021-05-06 04:00:44 main:574] : INFO : Epoch 2028 | loss: 0.0310362 | val_loss: 0.0312067 | Time: 2678.92 ms [2021-05-06 04:00:46 main:574] : INFO : Epoch 2029 | loss: 0.0310337 | val_loss: 0.03121 | Time: 2676.72 ms [2021-05-06 04:00:49 main:574] : INFO : Epoch 2030 | loss: 0.0310319 | val_loss: 0.0312116 | Time: 2677.58 ms [2021-05-06 04:00:52 main:574] : INFO : Epoch 2031 | loss: 0.0310328 | val_loss: 0.0312275 | Time: 2677.87 ms [2021-05-06 04:00:55 main:574] : INFO : Epoch 2032 | loss: 0.0310437 | val_loss: 0.0312202 | Time: 2680.6 ms [2021-05-06 04:00:57 main:574] : INFO : Epoch 2033 | loss: 0.0310375 | val_loss: 0.0312286 | Time: 2680.07 ms [2021-05-06 04:01:00 main:574] : INFO : Epoch 2034 | loss: 0.0310266 | val_loss: 0.0312002 | Time: 2679.39 ms [2021-05-06 04:01:03 main:574] : INFO : Epoch 2035 | loss: 0.0310342 | val_loss: 0.0312115 | Time: 2677.04 ms [2021-05-06 04:01:05 main:574] : INFO : Epoch 2036 | loss: 0.0310377 | val_loss: 0.0311981 | Time: 2679.42 ms [2021-05-06 04:01:08 main:574] : INFO : Epoch 2037 | loss: 0.0310338 | val_loss: 0.0312342 | Time: 2674.7 ms [2021-05-06 04:01:11 main:574] : INFO : Epoch 2038 | loss: 0.0310321 | val_loss: 0.0312138 | Time: 2678.96 ms [2021-05-06 04:01:13 main:574] : INFO : Epoch 2039 | loss: 0.0310351 | val_loss: 0.0311904 | Time: 2678.34 ms [2021-05-06 04:01:16 main:574] : INFO : Epoch 2040 | loss: 0.0310348 | val_loss: 0.0312016 | Time: 2675.71 ms [2021-05-06 04:01:19 main:574] : INFO : Epoch 2041 | loss: 0.0310323 | val_loss: 0.0312078 | Time: 2681.42 ms [2021-05-06 04:01:21 main:574] : INFO : Epoch 2042 | loss: 0.0310257 | val_loss: 0.0312104 | Time: 2680.81 ms [2021-05-06 04:01:24 main:574] : INFO : Epoch 2043 | loss: 0.0310279 | val_loss: 0.0312026 | Time: 2684.58 ms [2021-05-06 04:01:27 main:574] : INFO : Epoch 2044 | loss: 0.0310275 | val_loss: 0.0311988 | Time: 2686.22 ms [2021-05-06 04:01:29 main:574] : INFO : Epoch 2045 | loss: 0.0310278 | val_loss: 0.0311986 | Time: 2688.42 ms [2021-05-06 04:01:32 main:574] : INFO : Epoch 2046 | loss: 0.0310255 | val_loss: 0.0312012 | Time: 2680.38 ms [2021-05-06 04:01:35 main:574] : INFO : Epoch 2047 | loss: 0.0310215 | val_loss: 0.031208 | Time: 2669.42 ms [2021-05-06 04:01:37 main:574] : INFO : Epoch 2048 | loss: 0.03102 | val_loss: 0.0312193 | Time: 2678.71 ms [2021-05-06 04:01:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312193 [2021-05-06 04:01:38 main:603] : INFO : Saving end state to config to file [2021-05-06 04:01:38 main:608] : INFO : Success, exiting.. 04:01:38 (4800): 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)