Task 13318331
| Name | ParityModified-1647047110-4852-1-0_0 |
| Workunit | 10431474 |
| Created | 17 Mar 2022, 9:32:17 UTC |
| Sent | 23 Mar 2022, 2:36:17 UTC |
| Report deadline | 31 Mar 2022, 2:36:17 UTC |
| Received | 25 Mar 2022, 9:45:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6170 |
| Run time | 4 hours 43 min 43 sec |
| CPU time | 3 hours 42 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,130.52 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 0.0311464 | val_loss: 0.031172 | Time: 9138.15 ms [2022-03-24 17:36:33 main:574] : INFO : Epoch 1574 | loss: 0.0311496 | val_loss: 0.0311704 | Time: 14289.5 ms [2022-03-24 17:36:45 main:574] : INFO : Epoch 1575 | loss: 0.0311472 | val_loss: 0.0311724 | Time: 11059.9 ms [2022-03-24 17:37:05 main:574] : INFO : Epoch 1576 | loss: 0.0311494 | val_loss: 0.0311743 | Time: 20196.5 ms [2022-03-24 17:37:18 main:574] : INFO : Epoch 1577 | loss: 0.0311484 | val_loss: 0.031172 | Time: 12610.1 ms [2022-03-24 17:37:29 main:574] : INFO : Epoch 1578 | loss: 0.0311478 | val_loss: 0.0311762 | Time: 10895.1 ms [2022-03-24 17:37:42 main:574] : INFO : Epoch 1579 | loss: 0.0311464 | val_loss: 0.0311766 | Time: 13740.2 ms [2022-03-24 17:37:53 main:574] : INFO : Epoch 1580 | loss: 0.0311469 | val_loss: 0.0311709 | Time: 10775.4 ms [2022-03-24 17:38:04 main:574] : INFO : Epoch 1581 | loss: 0.0311443 | val_loss: 0.0311761 | Time: 10851 ms [2022-03-24 17:38:15 main:574] : INFO : Epoch 1582 | loss: 0.0311432 | val_loss: 0.0311733 | Time: 10776.4 ms [2022-03-24 17:38:29 main:574] : INFO : Epoch 1583 | loss: 0.0311425 | val_loss: 0.0311746 | Time: 13564.8 ms [2022-03-24 17:38:43 main:574] : INFO : Epoch 1584 | loss: 0.0311457 | val_loss: 0.0311755 | Time: 14139.5 ms [2022-03-24 17:38:58 main:574] : INFO : Epoch 1585 | loss: 0.0311474 | val_loss: 0.0311747 | Time: 15068.9 ms [2022-03-24 17:39:09 main:574] : INFO : Epoch 1586 | loss: 0.0311463 | val_loss: 0.031173 | Time: 10979.7 ms [2022-03-24 17:39:23 main:574] : INFO : Epoch 1587 | loss: 0.0311459 | val_loss: 0.0311742 | Time: 13624.1 ms [2022-03-24 17:39:37 main:574] : INFO : Epoch 1588 | loss: 0.031143 | val_loss: 0.0311715 | Time: 13810 ms [2022-03-24 17:39:51 main:574] : INFO : Epoch 1589 | loss: 0.0311437 | val_loss: 0.0311738 | Time: 13899.2 ms [2022-03-24 17:40:03 main:574] : INFO : Epoch 1590 | loss: 0.0311421 | val_loss: 0.0311748 | Time: 12459.1 ms [2022-03-24 17:40:15 main:574] : INFO : Epoch 1591 | loss: 0.0311412 | val_loss: 0.0311768 | Time: 11328 ms [2022-03-24 17:40:26 main:574] : INFO : Epoch 1592 | loss: 0.0311463 | val_loss: 0.0311737 | Time: 10811.6 ms [2022-03-24 17:40:33 main:574] : INFO : Epoch 1593 | loss: 0.0311557 | val_loss: 0.0311747 | Time: 7254.08 ms [2022-03-24 17:40:44 main:574] : INFO : Epoch 1594 | loss: 0.0311537 | val_loss: 0.0311744 | Time: 11424.1 ms [2022-03-24 17:40:51 main:574] : INFO : Epoch 1595 | loss: 0.0311549 | val_loss: 0.0311719 | Time: 7001.22 ms [2022-03-24 17:40:59 main:574] : INFO : Epoch 1596 | loss: 0.031153 | val_loss: 0.0311711 | Time: 7393.4 ms [2022-03-24 17:41:10 main:574] : INFO : Epoch 1597 | loss: 0.0311535 | val_loss: 0.03117 | Time: 10553.3 ms [2022-03-24 17:41:17 main:574] : INFO : Epoch 1598 | loss: 0.0311526 | val_loss: 0.0311709 | Time: 7377.17 ms [2022-03-24 17:41:24 main:574] : INFO : Epoch 1599 | loss: 0.03115 | val_loss: 0.0311681 | Time: 7267.22 ms [2022-03-24 17:41:32 main:574] : INFO : Epoch 1600 | loss: 0.0311492 | val_loss: 0.031176 | Time: 7196.96 ms [2022-03-24 17:41:39 main:574] : INFO : Epoch 1601 | loss: 0.0311463 | val_loss: 0.0311805 | Time: 7300.91 ms [2022-03-24 17:41:46 main:574] : INFO : Epoch 1602 | loss: 0.0311481 | val_loss: 0.0311729 | Time: 7298.78 ms [2022-03-24 17:41:54 main:574] : INFO : Epoch 1603 | loss: 0.0311456 | val_loss: 0.0311703 | Time: 7111.86 ms [2022-03-24 17:42:05 main:574] : INFO : Epoch 1604 | loss: 0.0311431 | val_loss: 0.0311711 | Time: 11010.5 ms [2022-03-24 17:42:16 main:574] : INFO : Epoch 1605 | loss: 0.0311406 | val_loss: 0.0311713 | Time: 10804.3 ms [2022-03-24 17:42:27 main:574] : INFO : Epoch 1606 | loss: 0.0311414 | val_loss: 0.031169 | Time: 11163.3 ms [2022-03-24 17:42:37 main:574] : INFO : Epoch 1607 | loss: 0.0311508 | val_loss: 0.0311769 | Time: 10514 ms [2022-03-24 17:42:48 main:574] : INFO : Epoch 1608 | loss: 0.0311481 | val_loss: 0.0311706 | Time: 11073.9 ms [2022-03-24 17:42:56 main:574] : INFO : Epoch 1609 | loss: 0.0311444 | val_loss: 0.0311731 | Time: 7050.61 ms [2022-03-24 17:43:07 main:574] : INFO : Epoch 1610 | loss: 0.031143 | val_loss: 0.0311775 | Time: 11142.4 ms [2022-03-24 17:43:14 main:574] : INFO : Epoch 1611 | loss: 0.0311475 | val_loss: 0.0311739 | Time: 7034.08 ms [2022-03-24 17:43:21 main:574] : INFO : Epoch 1612 | loss: 0.0311453 | val_loss: 0.0311711 | Time: 7208.88 ms [2022-03-24 17:43:33 main:574] : INFO : Epoch 1613 | loss: 0.0311475 | val_loss: 0.0311716 | Time: 11443.9 ms [2022-03-24 17:43:43 main:574] : INFO : Epoch 1614 | loss: 0.0311447 | val_loss: 0.0311696 | Time: 10743.4 ms [2022-03-24 17:43:54 main:574] : INFO : Epoch 1615 | loss: 0.0311425 | val_loss: 0.0311667 | Time: 10461.4 ms [2022-03-24 17:44:01 main:574] : INFO : Epoch 1616 | loss: 0.0311402 | val_loss: 0.0311679 | Time: 7220.74 ms [2022-03-24 17:44:13 main:574] : INFO : Epoch 1617 | loss: 0.031139 | val_loss: 0.0311694 | Time: 11233.7 ms [2022-03-24 17:44:20 main:574] : INFO : Epoch 1618 | loss: 0.0311381 | val_loss: 0.0311676 | Time: 7042.84 ms [2022-03-24 17:44:27 main:574] : INFO : Epoch 1619 | loss: 0.0311399 | val_loss: 0.031168 | Time: 7275.63 ms [2022-03-24 17:44:38 main:574] : INFO : Epoch 1620 | loss: 0.0311496 | val_loss: 0.0311696 | Time: 11172.1 ms [2022-03-24 17:44:45 main:574] : INFO : Epoch 1621 | loss: 0.0311461 | val_loss: 0.0311659 | Time: 6928.29 ms [2022-03-24 17:44:53 main:574] : INFO : Epoch 1622 | loss: 0.0311507 | val_loss: 0.0311665 | Time: 7442.41 ms [2022-03-24 17:45:04 main:574] : INFO : Epoch 1623 | loss: 0.0311479 | val_loss: 0.0311679 | Time: 10750 ms [2022-03-24 17:45:11 main:574] : INFO : Epoch 1624 | loss: 0.0311485 | val_loss: 0.0311664 | Time: 7271.4 ms [2022-03-24 17:45:22 main:574] : INFO : Epoch 1625 | loss: 0.0311438 | val_loss: 0.0311646 | Time: 11424.8 ms [2022-03-24 17:45:30 main:574] : INFO : Epoch 1626 | loss: 0.0311434 | val_loss: 0.0311683 | Time: 7022.04 ms [2022-03-24 17:45:37 main:574] : INFO : Epoch 1627 | loss: 0.0311459 | val_loss: 0.0311754 | Time: 7190.39 ms [2022-03-24 17:45:48 main:574] : INFO : Epoch 1628 | loss: 0.0311418 | val_loss: 0.0311716 | Time: 10604.4 ms [2022-03-24 17:45:55 main:574] : INFO : Epoch 1629 | loss: 0.0311386 | val_loss: 0.0311688 | Time: 7425.89 ms [2022-03-24 17:46:03 main:574] : INFO : Epoch 1630 | loss: 0.0311404 | val_loss: 0.0311684 | Time: 7384.88 ms [2022-03-24 17:46:13 main:574] : INFO : Epoch 1631 | loss: 0.0311382 | val_loss: 0.0311697 | Time: 10672.7 ms [2022-03-24 17:46:21 main:574] : INFO : Epoch 1632 | loss: 0.0311353 | val_loss: 0.0311724 | Time: 7326.9 ms [2022-03-24 17:46:32 main:574] : INFO : Epoch 1633 | loss: 0.0311345 | val_loss: 0.0311681 | Time: 11418 ms [2022-03-24 17:46:39 main:574] : INFO : Epoch 1634 | loss: 0.031138 | val_loss: 0.0311705 | Time: 6918.93 ms [2022-03-24 17:46:51 main:574] : INFO : Epoch 1635 | loss: 0.0311386 | val_loss: 0.0311727 | Time: 11279.9 ms [2022-03-24 17:47:01 main:574] : INFO : Epoch 1636 | loss: 0.031137 | val_loss: 0.0311701 | Time: 10622.5 ms [2022-03-24 17:47:13 main:574] : INFO : Epoch 1637 | loss: 0.0311358 | val_loss: 0.0311687 | Time: 11265.1 ms [2022-03-24 17:47:20 main:574] : INFO : Epoch 1638 | loss: 0.031138 | val_loss: 0.03117 | Time: 7014.42 ms [2022-03-24 17:47:27 main:574] : INFO : Epoch 1639 | loss: 0.0311426 | val_loss: 0.0311693 | Time: 7293.65 ms [2022-03-24 17:47:34 main:574] : INFO : Epoch 1640 | loss: 0.0311436 | val_loss: 0.0311719 | Time: 7037.62 ms [2022-03-24 17:47:41 main:574] : INFO : Epoch 1641 | loss: 0.0311385 | val_loss: 0.0311703 | Time: 7108.34 ms [2022-03-24 17:47:53 main:574] : INFO : Epoch 1642 | loss: 0.0311455 | val_loss: 0.0311764 | Time: 11172.7 ms [2022-03-24 17:48:03 main:574] : INFO : Epoch 1643 | loss: 0.0311505 | val_loss: 0.0311775 | Time: 10598.5 ms [2022-03-24 17:48:15 main:574] : INFO : Epoch 1644 | loss: 0.0311463 | val_loss: 0.0311749 | Time: 11330.5 ms [2022-03-24 17:48:22 main:574] : INFO : Epoch 1645 | loss: 0.0311439 | val_loss: 0.0311751 | Time: 7280.88 ms [2022-03-24 17:48:29 main:574] : INFO : Epoch 1646 | loss: 0.0311438 | val_loss: 0.0311698 | Time: 7061.74 ms [2022-03-24 17:48:40 main:574] : INFO : Epoch 1647 | loss: 0.0311447 | val_loss: 0.0311715 | Time: 11142.4 ms [2022-03-24 17:48:48 main:574] : INFO : Epoch 1648 | loss: 0.0311409 | val_loss: 0.0311652 | Time: 7053.17 ms [2022-03-24 17:48:59 main:574] : INFO : Epoch 1649 | loss: 0.031141 | val_loss: 0.0311697 | Time: 11001.7 ms [2022-03-24 17:49:09 main:574] : INFO : Epoch 1650 | loss: 0.0311453 | val_loss: 0.031173 | Time: 10543.6 ms [2022-03-24 17:49:17 main:574] : INFO : Epoch 1651 | loss: 0.0311459 | val_loss: 0.0311645 | Time: 7305.18 ms [2022-03-24 17:49:24 main:574] : INFO : Epoch 1652 | loss: 0.0311469 | val_loss: 0.0311677 | Time: 6928.76 ms [2022-03-24 17:49:31 main:574] : INFO : Epoch 1653 | loss: 0.0311447 | val_loss: 0.0311684 | Time: 7204.71 ms [2022-03-24 17:49:42 main:574] : INFO : Epoch 1654 | loss: 0.0311414 | val_loss: 0.0311697 | Time: 10828.5 ms [2022-03-24 17:49:49 main:574] : INFO : Epoch 1655 | loss: 0.0311405 | val_loss: 0.0311764 | Time: 7298.6 ms [2022-03-24 17:50:00 main:574] : INFO : Epoch 1656 | loss: 0.0311416 | val_loss: 0.0311683 | Time: 10445.6 ms [2022-03-24 17:50:07 main:574] : INFO : Epoch 1657 | loss: 0.0311436 | val_loss: 0.0311704 | Time: 7180.22 ms [2022-03-24 17:50:19 main:574] : INFO : Epoch 1658 | loss: 0.0311418 | val_loss: 0.0311664 | Time: 11503.5 ms [2022-03-24 17:50:26 main:574] : INFO : Epoch 1659 | loss: 0.0311448 | val_loss: 0.0311701 | Time: 7001 ms [2022-03-24 17:50:33 main:574] : INFO : Epoch 1660 | loss: 0.0311413 | val_loss: 0.0311676 | Time: 7227.94 ms [2022-03-24 17:50:45 main:574] : INFO : Epoch 1661 | loss: 0.0311406 | val_loss: 0.031166 | Time: 11390.6 ms [2022-03-24 17:50:52 main:574] : INFO : Epoch 1662 | loss: 0.0311445 | val_loss: 0.0311666 | Time: 7160.68 ms [2022-03-24 17:50:59 main:574] : INFO : Epoch 1663 | loss: 0.0311431 | val_loss: 0.0311682 | Time: 7225.61 ms [2022-03-24 17:51:10 main:574] : INFO : Epoch 1664 | loss: 0.0311414 | val_loss: 0.0311697 | Time: 10576 ms [2022-03-24 17:51:17 main:574] : INFO : Epoch 1665 | loss: 0.0311369 | val_loss: 0.0311699 | Time: 7362.06 ms [2022-03-24 17:51:28 main:574] : INFO : Epoch 1666 | loss: 0.0311359 | val_loss: 0.0311741 | Time: 10508.8 ms [2022-03-24 17:51:35 main:574] : INFO : Epoch 1667 | loss: 0.0311375 | val_loss: 0.0311735 | Time: 7275.53 ms [2022-03-24 17:51:42 main:574] : INFO : Epoch 1668 | loss: 0.0311351 | val_loss: 0.0311706 | Time: 6888.65 ms [2022-03-24 17:51:49 main:574] : INFO : Epoch 1669 | loss: 0.031139 | val_loss: 0.03118 | Time: 7249.75 ms [2022-03-24 17:51:56 main:574] : INFO : Epoch 1670 | loss: 0.0311415 | val_loss: 0.0311734 | Time: 7183.24 ms [2022-03-24 17:52:03 main:574] : INFO : Epoch 1671 | loss: 0.0311391 | val_loss: 0.0311714 | Time: 6969.37 ms [2022-03-24 17:52:15 main:574] : INFO : Epoch 1672 | loss: 0.0311363 | val_loss: 0.0311699 | Time: 11195.9 ms [2022-03-24 17:52:22 main:574] : INFO : Epoch 1673 | loss: 0.0311358 | val_loss: 0.0311672 | Time: 7068.58 ms [2022-03-24 17:52:29 main:574] : INFO : Epoch 1674 | loss: 0.0311345 | val_loss: 0.0311677 | Time: 7157.69 ms [2022-03-24 17:52:41 main:574] : INFO : Epoch 1675 | loss: 0.0311355 | val_loss: 0.031172 | Time: 11454.7 ms [2022-03-24 17:52:48 main:574] : INFO : Epoch 1676 | loss: 0.0311336 | val_loss: 0.0311753 | Time: 7030.83 ms [2022-03-24 17:52:55 main:574] : INFO : Epoch 1677 | loss: 0.0311373 | val_loss: 0.0311659 | Time: 7375.58 ms [2022-03-24 17:53:07 main:574] : INFO : Epoch 1678 | loss: 0.031134 | val_loss: 0.0311733 | Time: 11439.7 ms [2022-03-24 17:53:14 main:574] : INFO : Epoch 1679 | loss: 0.0311329 | val_loss: 0.0311704 | Time: 7170.16 ms [2022-03-24 17:53:21 main:574] : INFO : Epoch 1680 | loss: 0.0311306 | val_loss: 0.0311723 | Time: 7313.25 ms [2022-03-24 17:53:33 main:574] : INFO : Epoch 1681 | loss: 0.0311323 | val_loss: 0.0311679 | Time: 11253.2 ms [2022-03-24 17:53:40 main:574] : INFO : Epoch 1682 | loss: 0.0311337 | val_loss: 0.0311756 | Time: 7031.4 ms [2022-03-24 17:53:47 main:574] : INFO : Epoch 1683 | loss: 0.0311354 | val_loss: 0.0311789 | Time: 7286.37 ms [2022-03-24 17:53:59 main:574] : INFO : Epoch 1684 | loss: 0.0311488 | val_loss: 0.0311677 | Time: 11522.2 ms [2022-03-24 17:54:06 main:574] : INFO : Epoch 1685 | loss: 0.0311494 | val_loss: 0.0311722 | Time: 7028.87 ms [2022-03-24 17:54:17 main:574] : INFO : Epoch 1686 | loss: 0.0311471 | val_loss: 0.0311695 | Time: 11289.1 ms [2022-03-24 17:54:29 main:574] : INFO : Epoch 1687 | loss: 0.0311467 | val_loss: 0.0311699 | Time: 11717.5 ms [2022-03-24 17:54:36 main:574] : INFO : Epoch 1688 | loss: 0.031144 | val_loss: 0.0311718 | Time: 7040.87 ms [2022-03-24 17:54:43 main:574] : INFO : Epoch 1689 | loss: 0.0311414 | val_loss: 0.0311732 | Time: 7261.55 ms [2022-03-24 17:54:55 main:574] : INFO : Epoch 1690 | loss: 0.0311435 | val_loss: 0.0311684 | Time: 11250.6 ms [2022-03-24 17:55:02 main:574] : INFO : Epoch 1691 | loss: 0.0311441 | val_loss: 0.0311732 | Time: 7009.71 ms [2022-03-24 17:55:09 main:574] : INFO : Epoch 1692 | loss: 0.0311395 | val_loss: 0.0311696 | Time: 7333.59 ms [2022-03-24 17:55:16 main:574] : INFO : Epoch 1693 | loss: 0.0311402 | val_loss: 0.0311749 | Time: 7215.49 ms [2022-03-24 17:55:24 main:574] : INFO : Epoch 1694 | loss: 0.0311405 | val_loss: 0.0311748 | Time: 7171.57 ms [2022-03-24 17:55:31 main:574] : INFO : Epoch 1695 | loss: 0.0311369 | val_loss: 0.031171 | Time: 7382.43 ms [2022-03-24 17:55:42 main:574] : INFO : Epoch 1696 | loss: 0.0311355 | val_loss: 0.0311711 | Time: 10679 ms [2022-03-24 17:55:49 main:574] : INFO : Epoch 1697 | loss: 0.0311416 | val_loss: 0.0311627 | Time: 7323.96 ms [2022-03-24 17:56:01 main:574] : INFO : Epoch 1698 | loss: 0.0311358 | val_loss: 0.0311728 | Time: 11173.7 ms [2022-03-24 17:56:08 main:574] : INFO : Epoch 1699 | loss: 0.0311343 | val_loss: 0.0311715 | Time: 7055.56 ms [2022-03-24 17:56:19 main:574] : INFO : Epoch 1700 | loss: 0.0311371 | val_loss: 0.0311642 | Time: 11085.1 ms [2022-03-24 17:56:26 main:574] : INFO : Epoch 1701 | loss: 0.031135 | val_loss: 0.0311675 | Time: 6983.35 ms [2022-03-24 17:56:33 main:574] : INFO : Epoch 1702 | loss: 0.0311331 | val_loss: 0.0311705 | Time: 7268.26 ms [2022-03-24 17:56:44 main:574] : INFO : Epoch 1703 | loss: 0.0311327 | val_loss: 0.0311676 | Time: 10616 ms [2022-03-24 17:56:51 main:574] : INFO : Epoch 1704 | loss: 0.0311324 | val_loss: 0.0311682 | Time: 7276.58 ms [2022-03-24 17:57:02 main:574] : INFO : Epoch 1705 | loss: 0.0311401 | val_loss: 0.0311734 | Time: 10403.6 ms [2022-03-24 17:57:13 main:574] : INFO : Epoch 1706 | loss: 0.0311399 | val_loss: 0.0311713 | Time: 11049.6 ms [2022-03-24 17:57:20 main:574] : INFO : Epoch 1707 | loss: 0.0311396 | val_loss: 0.031173 | Time: 7080.24 ms [2022-03-24 17:57:27 main:574] : INFO : Epoch 1708 | loss: 0.0311379 | val_loss: 0.0311722 | Time: 7142.99 ms [2022-03-24 17:57:39 main:574] : INFO : Epoch 1709 | loss: 0.0311534 | val_loss: 0.031175 | Time: 11290.1 ms [2022-03-24 17:57:46 main:574] : INFO : Epoch 1710 | loss: 0.0311667 | val_loss: 0.0311728 | Time: 7030.36 ms [2022-03-24 17:57:57 main:574] : INFO : Epoch 1711 | loss: 0.0311752 | val_loss: 0.031189 | Time: 11054.2 ms [2022-03-24 17:58:04 main:574] : INFO : Epoch 1712 | loss: 0.0311966 | val_loss: 0.0312396 | Time: 6958.75 ms [2022-03-24 17:58:11 main:574] : INFO : Epoch 1713 | loss: 0.0344949 | val_loss: 0.0322561 | Time: 7208.95 ms [2022-03-24 17:58:22 main:574] : INFO : Epoch 1714 | loss: 0.0341872 | val_loss: 0.0318121 | Time: 10502.1 ms [2022-03-24 17:58:29 main:574] : INFO : Epoch 1715 | loss: 0.0318471 | val_loss: 0.0313799 | Time: 7081.92 ms [2022-03-24 17:58:36 main:574] : INFO : Epoch 1716 | loss: 0.0313338 | val_loss: 0.031284 | Time: 7365.51 ms [2022-03-24 17:58:44 main:574] : INFO : Epoch 1717 | loss: 0.0312536 | val_loss: 0.0312395 | Time: 7183.27 ms [2022-03-24 17:58:54 main:574] : INFO : Epoch 1718 | loss: 0.031231 | val_loss: 0.0312251 | Time: 10436.8 ms [2022-03-24 17:59:05 main:574] : INFO : Epoch 1719 | loss: 0.0312215 | val_loss: 0.0312188 | Time: 10766.5 ms [2022-03-24 17:59:23 main:574] : INFO : Epoch 1720 | loss: 0.0312148 | val_loss: 0.0312121 | Time: 18135.5 ms [2022-03-24 17:59:35 main:574] : INFO : Epoch 1721 | loss: 0.0312087 | val_loss: 0.0312071 | Time: 11839.9 ms [2022-03-24 17:59:45 main:574] : INFO : Epoch 1722 | loss: 0.0312028 | val_loss: 0.0312012 | Time: 10222.7 ms [2022-03-24 17:59:56 main:574] : INFO : Epoch 1723 | loss: 0.0311971 | val_loss: 0.0312006 | Time: 10301.6 ms [2022-03-24 18:00:04 main:574] : INFO : Epoch 1724 | loss: 0.0312006 | val_loss: 0.0311982 | Time: 7004.25 ms [2022-03-24 18:00:11 main:574] : INFO : Epoch 1725 | loss: 0.0311973 | val_loss: 0.0311944 | Time: 7476.99 ms [2022-03-24 18:00:18 main:574] : INFO : Epoch 1726 | loss: 0.0311959 | val_loss: 0.0311937 | Time: 6373.75 ms [2022-03-24 18:00:28 main:574] : INFO : Epoch 1727 | loss: 0.0311927 | val_loss: 0.0311951 | Time: 10300.2 ms [2022-03-24 18:00:38 main:574] : INFO : Epoch 1728 | loss: 0.0311946 | val_loss: 0.0311922 | Time: 9951.47 ms [2022-03-24 18:00:44 main:574] : INFO : Epoch 1729 | loss: 0.0311919 | val_loss: 0.0311908 | Time: 6293.61 ms [2022-03-24 18:00:51 main:574] : INFO : Epoch 1730 | loss: 0.0311908 | val_loss: 0.0311915 | Time: 6340.96 ms [2022-03-24 18:00:57 main:574] : INFO : Epoch 1731 | loss: 0.0311899 | val_loss: 0.0311894 | Time: 6302.95 ms [2022-03-24 18:01:07 main:574] : INFO : Epoch 1732 | loss: 0.0311887 | val_loss: 0.0311915 | Time: 10047.9 ms [2022-03-24 18:01:16 main:574] : INFO : Epoch 1733 | loss: 0.0311904 | val_loss: 0.0311898 | Time: 8671.83 ms Machine Learning Dataset Generator vMachine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GT 1030) [2022-03-25 02:01:22 main:435] : INFO : Set logging level to 1 [2022-03-25 02:01:22 main:441] : INFO : Running in BOINC Client mode [2022-03-25 02:01:22 main:444] : INFO : Resolving all filenames [2022-03-25 02:01:22 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-25 02:01:22 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-25 02:01:22 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-25 02:01:22 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-03-25 02:01:22 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-25 02:01:22 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-25 02:01:22 main:474] : INFO : Configuration: [2022-03-25 02:01:22 main:475] : INFO : Model type: GRU [2022-03-25 02:01:22 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-25 02:01:22 main:477] : INFO : Max Epochs: 2048 [2022-03-25 02:01:22 main:478] : INFO : Batch Size: 128 [2022-03-25 02:01:23 main:479] : INFO : Learning Rate: 0.01 [2022-03-25 02:01:23 main:480] : INFO : Patience: 10 [2022-03-25 02:01:23 main:481] : INFO : Hidden Width: 12 [2022-03-25 02:01:23 main:482] : INFO : # Recurrent Layers: 4 [2022-03-25 02:01:23 main:483] : INFO : # Backend Layers: 4 [2022-03-25 02:01:23 main:484] : INFO : # Threads: 1 [2022-03-25 02:01:23 main:486] : INFO : Preparing Dataset [2022-03-25 02:01:23 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-25 02:01:24 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-25 02:01:31 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-25 02:01:31 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-25 02:01:32 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-25 02:01:32 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-25 02:01:32 main:494] : INFO : Creating Model [2022-03-25 02:01:33 main:507] : INFO : Preparing config file [2022-03-25 02:01:33 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-25 02:01:33 main:512] : INFO : Loading config [2022-03-25 02:01:33 main:514] : INFO : Loading state [2022-03-25 02:01:36 main:559] : INFO : Loading DataLoader into Memory [2022-03-25 02:01:36 main:562] : INFO : Starting Training [2022-03-25 02:01:48 main:574] : INFO : Epoch 1728 | loss: 0.0328848 | val_loss: 0.0315568 | Time: 11788.9 ms [2022-03-25 02:01:58 main:574] : INFO : Epoch 1729 | loss: 0.0313816 | val_loss: 0.0313079 | Time: 10442.4 ms [2022-03-25 02:02:05 main:574] : INFO : Epoch 1730 | loss: 0.0312768 | val_loss: 0.0312594 | Time: 7025.71 ms [2022-03-25 02:02:16 main:574] : INFO : Epoch 1731 | loss: 0.0312501 | val_loss: 0.0312431 | Time: 10256.4 ms [2022-03-25 02:02:23 main:574] : INFO : Epoch 1732 | loss: 0.0312389 | val_loss: 0.0312329 | Time: 7101.91 ms [2022-03-25 02:02:33 main:574] : INFO : Epoch 1733 | loss: 0.0312298 | val_loss: 0.0312243 | Time: 10577.5 ms [2022-03-25 02:02:41 main:574] : INFO : Epoch 1734 | loss: 0.0312219 | val_loss: 0.0312163 | Time: 7159.06 ms [2022-03-25 02:02:48 main:574] : INFO : Epoch 1735 | loss: 0.0312149 | val_loss: 0.031211 | Time: 6854.93 ms [2022-03-25 02:02:55 main:574] : INFO : Epoch 1736 | loss: 0.0312103 | val_loss: 0.0312043 | Time: 7046.53 ms [2022-03-25 02:03:05 main:574] : INFO : Epoch 1737 | loss: 0.0312032 | val_loss: 0.0311983 | Time: 10454.4 ms [2022-03-25 02:03:16 main:574] : INFO : Epoch 1738 | loss: 0.0311987 | val_loss: 0.0311951 | Time: 10330.1 ms [2022-03-25 02:03:27 main:574] : INFO : Epoch 1739 | loss: 0.0311941 | val_loss: 0.0311937 | Time: 11066.1 ms [2022-03-25 02:03:37 main:574] : INFO : Epoch 1740 | loss: 0.0311921 | val_loss: 0.0311902 | Time: 10545.8 ms [2022-03-25 02:03:48 main:574] : INFO : Epoch 1741 | loss: 0.0311876 | val_loss: 0.0311874 | Time: 11006.2 ms [2022-03-25 02:03:55 main:574] : INFO : Epoch 1742 | loss: 0.0311873 | val_loss: 0.0311845 | Time: 6926.38 ms [2022-03-25 02:04:06 main:574] : INFO : Epoch 1743 | loss: 0.0311867 | val_loss: 0.0311845 | Time: 10265.5 ms [2022-03-25 02:04:13 main:574] : INFO : Epoch 1744 | loss: 0.0311876 | val_loss: 0.0311928 | Time: 7090.01 ms [2022-03-25 02:04:20 main:574] : INFO : Epoch 1745 | loss: 0.0311866 | val_loss: 0.031182 | Time: 6760.96 ms [2022-03-25 02:04:27 main:574] : INFO : Epoch 1746 | loss: 0.031184 | val_loss: 0.0311837 | Time: 7247.45 ms [2022-03-25 02:04:38 main:574] : INFO : Epoch 1747 | loss: 0.0311827 | val_loss: 0.0311811 | Time: 10585.9 ms [2022-03-25 02:04:45 main:574] : INFO : Epoch 1748 | loss: 0.0311803 | val_loss: 0.0311799 | Time: 7079.61 ms [2022-03-25 02:04:55 main:574] : INFO : Epoch 1749 | loss: 0.0311786 | val_loss: 0.0311798 | Time: 10557.8 ms [2022-03-25 02:05:07 main:574] : INFO : Epoch 1750 | loss: 0.0311773 | val_loss: 0.0311804 | Time: 11233.3 ms [2022-03-25 02:05:17 main:574] : INFO : Epoch 1751 | loss: 0.0311789 | val_loss: 0.0311811 | Time: 10572.4 ms [2022-03-25 02:05:28 main:574] : INFO : Epoch 1752 | loss: 0.0311814 | val_loss: 0.031182 | Time: 10206.9 ms [2022-03-25 02:05:35 main:574] : INFO : Epoch 1753 | loss: 0.0311815 | val_loss: 0.0311816 | Time: 7151.97 ms [2022-03-25 02:05:42 main:574] : INFO : Epoch 1754 | loss: 0.0311801 | val_loss: 0.0311789 | Time: 6837.09 ms [2022-03-25 02:05:49 main:574] : INFO : Epoch 1755 | loss: 0.0311796 | val_loss: 0.0311778 | Time: 7268.51 ms [2022-03-25 02:06:00 main:574] : INFO : Epoch 1756 | loss: 0.0311781 | val_loss: 0.0311782 | Time: 10331.4 ms [2022-03-25 02:06:10 main:574] : INFO : Epoch 1757 | loss: 0.0311803 | val_loss: 0.0311808 | Time: 10201.4 ms [2022-03-25 02:06:17 main:574] : INFO : Epoch 1758 | loss: 0.0311787 | val_loss: 0.0311799 | Time: 7153.89 ms [2022-03-25 02:06:27 main:574] : INFO : Epoch 1759 | loss: 0.0311783 | val_loss: 0.0311779 | Time: 10368.8 ms [2022-03-25 02:06:35 main:574] : INFO : Epoch 1760 | loss: 0.0311751 | val_loss: 0.0311771 | Time: 7183.01 ms [2022-03-25 02:06:42 main:574] : INFO : Epoch 1761 | loss: 0.0311753 | val_loss: 0.0311767 | Time: 6910.31 ms [2022-03-25 02:06:49 main:574] : INFO : Epoch 1762 | loss: 0.031176 | val_loss: 0.0311781 | Time: 7077.97 ms [2022-03-25 02:07:00 main:574] : INFO : Epoch 1763 | loss: 0.0311726 | val_loss: 0.0311755 | Time: 10670.5 ms [2022-03-25 02:07:07 main:574] : INFO : Epoch 1764 | loss: 0.031173 | val_loss: 0.0311775 | Time: 7106.44 ms [2022-03-25 02:07:14 main:574] : INFO : Epoch 1765 | loss: 0.0311729 | val_loss: 0.0311769 | Time: 6969 ms [2022-03-25 02:07:21 main:574] : INFO : Epoch 1766 | loss: 0.0311726 | val_loss: 0.0311781 | Time: 7105.89 ms [2022-03-25 02:07:28 main:574] : INFO : Epoch 1767 | loss: 0.0311806 | val_loss: 0.0311814 | Time: 6795.26 ms [2022-03-25 02:07:35 main:574] : INFO : Epoch 1768 | loss: 0.0311825 | val_loss: 0.0311811 | Time: 7197.74 ms [2022-03-25 02:07:45 main:574] : INFO : Epoch 1769 | loss: 0.0311812 | val_loss: 0.0311814 | Time: 10459.9 ms [2022-03-25 02:07:53 main:574] : INFO : Epoch 1770 | loss: 0.0311798 | val_loss: 0.0311819 | Time: 7102.65 ms [2022-03-25 02:08:00 main:574] : INFO : Epoch 1771 | loss: 0.0311788 | val_loss: 0.0311809 | Time: 6948.26 ms [2022-03-25 02:08:07 main:574] : INFO : Epoch 1772 | loss: 0.0311765 | val_loss: 0.0311791 | Time: 7117.43 ms [2022-03-25 02:08:14 main:574] : INFO : Epoch 1773 | loss: 0.031176 | val_loss: 0.0311785 | Time: 6833 ms [2022-03-25 02:08:21 main:574] : INFO : Epoch 1774 | loss: 0.0311748 | val_loss: 0.031177 | Time: 7119.36 ms [2022-03-25 02:08:31 main:574] : INFO : Epoch 1775 | loss: 0.0311746 | val_loss: 0.0311787 | Time: 10515.8 ms [2022-03-25 02:08:42 main:574] : INFO : Epoch 1776 | loss: 0.0311739 | val_loss: 0.0311808 | Time: 10937 ms [2022-03-25 02:08:49 main:574] : INFO : Epoch 1777 | loss: 0.0311768 | val_loss: 0.0311811 | Time: 6864.3 ms [2022-03-25 02:08:56 main:574] : INFO : Epoch 1778 | loss: 0.0311783 | val_loss: 0.0311841 | Time: 7054.95 ms [2022-03-25 02:09:04 main:574] : INFO : Epoch 1779 | loss: 0.0311777 | val_loss: 0.0311814 | Time: 7661.28 ms [2022-03-25 02:09:11 main:574] : INFO : Epoch 1780 | loss: 0.0311749 | val_loss: 0.0311804 | Time: 7137.07 ms [2022-03-25 02:09:22 main:574] : INFO : Epoch 1781 | loss: 0.0311742 | val_loss: 0.0311843 | Time: 10337.3 ms [2022-03-25 02:09:29 main:574] : INFO : Epoch 1782 | loss: 0.0311733 | val_loss: 0.0311814 | Time: 7135.86 ms [2022-03-25 02:09:40 main:574] : INFO : Epoch 1783 | loss: 0.0311713 | val_loss: 0.0311785 | Time: 10646.4 ms [2022-03-25 02:09:47 main:574] : INFO : Epoch 1784 | loss: 0.0311703 | val_loss: 0.0311793 | Time: 7178.48 ms [2022-03-25 02:09:57 main:574] : INFO : Epoch 1785 | loss: 0.0311712 | val_loss: 0.031181 | Time: 10188.7 ms [2022-03-25 02:10:04 main:574] : INFO : Epoch 1786 | loss: 0.0311751 | val_loss: 0.0311813 | Time: 6922.52 ms [2022-03-25 02:10:11 main:574] : INFO : Epoch 1787 | loss: 0.0311771 | val_loss: 0.0311801 | Time: 7005.2 ms [2022-03-25 02:10:22 main:574] : INFO : Epoch 1788 | loss: 0.0311753 | val_loss: 0.0311825 | Time: 10266.5 ms [2022-03-25 02:10:32 main:574] : INFO : Epoch 1789 | loss: 0.0311738 | val_loss: 0.0311802 | Time: 10527.7 ms [2022-03-25 02:10:39 main:574] : INFO : Epoch 1790 | loss: 0.0311736 | val_loss: 0.0311805 | Time: 6867.98 ms [2022-03-25 02:10:50 main:574] : INFO : Epoch 1791 | loss: 0.0311713 | val_loss: 0.0311776 | Time: 10356.3 ms [2022-03-25 02:10:57 main:574] : INFO : Epoch 1792 | loss: 0.0311705 | val_loss: 0.0311826 | Time: 7210.18 ms [2022-03-25 02:11:04 main:574] : INFO : Epoch 1793 | loss: 0.0311689 | val_loss: 0.0311795 | Time: 6693.78 ms [2022-03-25 02:11:11 main:574] : INFO : Epoch 1794 | loss: 0.0311682 | val_loss: 0.0311789 | Time: 7224.7 ms [2022-03-25 02:11:22 main:574] : INFO : Epoch 1795 | loss: 0.0311709 | val_loss: 0.0311866 | Time: 10438.3 ms [2022-03-25 02:11:29 main:574] : INFO : Epoch 1796 | loss: 0.031172 | val_loss: 0.0311805 | Time: 7141.98 ms [2022-03-25 02:11:36 main:574] : INFO : Epoch 1797 | loss: 0.0311687 | val_loss: 0.0311791 | Time: 6905.86 ms [2022-03-25 02:11:43 main:574] : INFO : Epoch 1798 | loss: 0.0311668 | val_loss: 0.031181 | Time: 7087.15 ms [2022-03-25 02:11:54 main:574] : INFO : Epoch 1799 | loss: 0.0311659 | val_loss: 0.0311817 | Time: 10664.2 ms [2022-03-25 02:12:01 main:574] : INFO : Epoch 1800 | loss: 0.0311699 | val_loss: 0.0311825 | Time: 7286.29 ms [2022-03-25 02:12:08 main:574] : INFO : Epoch 1801 | loss: 0.0311658 | val_loss: 0.031179 | Time: 7016.58 ms [2022-03-25 02:12:15 main:574] : INFO : Epoch 1802 | loss: 0.0311637 | val_loss: 0.0311805 | Time: 6937.21 ms [2022-03-25 02:12:26 main:574] : INFO : Epoch 1803 | loss: 0.0311679 | val_loss: 0.0311876 | Time: 10547.9 ms [2022-03-25 02:12:33 main:574] : INFO : Epoch 1804 | loss: 0.0311716 | val_loss: 0.0311777 | Time: 7111.14 ms [2022-03-25 02:12:43 main:574] : INFO : Epoch 1805 | loss: 0.0311639 | val_loss: 0.0311786 | Time: 10430.9 ms [2022-03-25 02:12:54 main:574] : INFO : Epoch 1806 | loss: 0.0311637 | val_loss: 0.0311793 | Time: 10092.5 ms [2022-03-25 02:13:01 main:574] : INFO : Epoch 1807 | loss: 0.0311651 | val_loss: 0.0311794 | Time: 7100.08 ms [2022-03-25 02:13:08 main:574] : INFO : Epoch 1808 | loss: 0.0311627 | val_loss: 0.0311799 | Time: 6746.33 ms [2022-03-25 02:13:19 main:574] : INFO : Epoch 1809 | loss: 0.0311639 | val_loss: 0.0311877 | Time: 10933.5 ms [2022-03-25 02:13:26 main:574] : INFO : Epoch 1810 | loss: 0.0311643 | val_loss: 0.0311837 | Time: 6840.88 ms [2022-03-25 02:13:33 main:574] : INFO : Epoch 1811 | loss: 0.0311618 | val_loss: 0.0311809 | Time: 7147.36 ms [2022-03-25 02:13:40 main:574] : INFO : Epoch 1812 | loss: 0.0311631 | val_loss: 0.0311796 | Time: 6955.95 ms [2022-03-25 02:13:47 main:574] : INFO : Epoch 1813 | loss: 0.0311617 | val_loss: 0.0311796 | Time: 7141.14 ms [2022-03-25 02:13:54 main:574] : INFO : Epoch 1814 | loss: 0.0311626 | val_loss: 0.0311805 | Time: 6842.63 ms [2022-03-25 02:14:01 main:574] : INFO : Epoch 1815 | loss: 0.0311665 | val_loss: 0.0311811 | Time: 7066.63 ms [2022-03-25 02:14:12 main:574] : INFO : Epoch 1816 | loss: 0.0311623 | val_loss: 0.0311807 | Time: 10624.3 ms [2022-03-25 02:14:19 main:574] : INFO : Epoch 1817 | loss: 0.0311627 | val_loss: 0.0311821 | Time: 7181.77 ms [2022-03-25 02:14:26 main:574] : INFO : Epoch 1818 | loss: 0.0311629 | val_loss: 0.0311785 | Time: 6716.17 ms [2022-03-25 02:14:33 main:574] : INFO : Epoch 1819 | loss: 0.0311607 | val_loss: 0.0311799 | Time: 7146.22 ms [2022-03-25 02:14:40 main:574] : INFO : Epoch 1820 | loss: 0.0311626 | val_loss: 0.0311815 | Time: 6831.7 ms [2022-03-25 02:14:51 main:574] : INFO : Epoch 1821 | loss: 0.0311651 | val_loss: 0.0311801 | Time: 10945.8 ms [2022-03-25 02:14:58 main:574] : INFO : Epoch 1822 | loss: 0.0311624 | val_loss: 0.0311803 | Time: 6795.69 ms [2022-03-25 02:15:08 main:574] : INFO : Epoch 1823 | loss: 0.0311633 | val_loss: 0.0311787 | Time: 10237.7 ms [2022-03-25 02:15:15 main:574] : INFO : Epoch 1824 | loss: 0.0311644 | val_loss: 0.0311806 | Time: 7125.32 ms [2022-03-25 02:15:26 main:574] : INFO : Epoch 1825 | loss: 0.0311653 | val_loss: 0.0311834 | Time: 10442.3 ms [2022-03-25 02:15:36 main:574] : INFO : Epoch 1826 | loss: 0.0311669 | val_loss: 0.0311812 | Time: 10302.4 ms [2022-03-25 02:15:43 main:574] : INFO : Epoch 1827 | loss: 0.0311636 | val_loss: 0.031175 | Time: 7109.22 ms [2022-03-25 02:15:50 main:574] : INFO : Epoch 1828 | loss: 0.0311634 | val_loss: 0.0311782 | Time: 7071 ms [2022-03-25 02:15:57 main:574] : INFO : Epoch 1829 | loss: 0.0311644 | val_loss: 0.0311771 | Time: 7019.27 ms [2022-03-25 02:16:08 main:574] : INFO : Epoch 1830 | loss: 0.0311638 | val_loss: 0.0311792 | Time: 10440.5 ms [2022-03-25 02:16:15 main:574] : INFO : Epoch 1831 | loss: 0.0311605 | val_loss: 0.031178 | Time: 7130.05 ms [2022-03-25 02:16:26 main:574] : INFO : Epoch 1832 | loss: 0.0311598 | val_loss: 0.0311807 | Time: 10423.6 ms [2022-03-25 02:16:36 main:574] : INFO : Epoch 1833 | loss: 0.0311608 | val_loss: 0.0311807 | Time: 10325.9 ms [2022-03-25 02:16:43 main:574] : INFO : Epoch 1834 | loss: 0.0311595 | val_loss: 0.0311805 | Time: 7007.12 ms [2022-03-25 02:16:54 main:574] : INFO : Epoch 1835 | loss: 0.031161 | val_loss: 0.0311812 | Time: 10477.3 ms [2022-03-25 02:17:04 main:574] : INFO : Epoch 1836 | loss: 0.0311649 | val_loss: 0.03118 | Time: 10220 ms [2022-03-25 02:17:11 main:574] : INFO : Epoch 1837 | loss: 0.0311616 | val_loss: 0.0311819 | Time: 7156.95 ms [2022-03-25 02:17:22 main:574] : INFO : Epoch 1838 | loss: 0.0311614 | val_loss: 0.0311777 | Time: 10556.4 ms [2022-03-25 02:17:29 main:574] : INFO : Epoch 1839 | loss: 0.0311608 | val_loss: 0.0311825 | Time: 7107.17 ms [2022-03-25 02:17:36 main:574] : INFO : Epoch 1840 | loss: 0.0311591 | val_loss: 0.0311795 | Time: 6867.11 ms [2022-03-25 02:17:43 main:574] : INFO : Epoch 1841 | loss: 0.0311592 | val_loss: 0.0311778 | Time: 7178.22 ms [2022-03-25 02:17:50 main:574] : INFO : Epoch 1842 | loss: 0.0311578 | val_loss: 0.0311773 | Time: 6795.15 ms [2022-03-25 02:17:57 main:574] : INFO : Epoch 1843 | loss: 0.031157 | val_loss: 0.0311785 | Time: 7019.15 ms [2022-03-25 02:18:08 main:574] : INFO : Epoch 1844 | loss: 0.0311577 | val_loss: 0.0311821 | Time: 10425.3 ms [2022-03-25 02:18:18 main:574] : INFO : Epoch 1845 | loss: 0.031158 | val_loss: 0.0311821 | Time: 10286.4 ms [2022-03-25 02:18:25 main:574] : INFO : Epoch 1846 | loss: 0.031158 | val_loss: 0.0311832 | Time: 7203.3 ms [2022-03-25 02:18:36 main:574] : INFO : Epoch 1847 | loss: 0.0311582 | val_loss: 0.0311809 | Time: 10387.3 ms [2022-03-25 02:18:47 main:574] : INFO : Epoch 1848 | loss: 0.0311606 | val_loss: 0.0311819 | Time: 10837.4 ms [2022-03-25 02:18:54 main:574] : INFO : Epoch 1849 | loss: 0.0311589 | val_loss: 0.031181 | Time: 6857.26 ms [2022-03-25 02:19:01 main:574] : INFO : Epoch 1850 | loss: 0.0311591 | val_loss: 0.03118 | Time: 7130.58 ms [2022-03-25 02:19:08 main:574] : INFO : Epoch 1851 | loss: 0.0311571 | val_loss: 0.0311765 | Time: 6956.12 ms [2022-03-25 02:19:15 main:574] : INFO : Epoch 1852 | loss: 0.0311578 | val_loss: 0.0311783 | Time: 7148.26 ms [2022-03-25 02:19:22 main:574] : INFO : Epoch 1853 | loss: 0.0311597 | val_loss: 0.0311781 | Time: 6803.9 ms [2022-03-25 02:19:29 main:574] : INFO : Epoch 1854 | loss: 0.0311589 | val_loss: 0.0311785 | Time: 7014.58 ms [2022-03-25 02:19:36 main:574] : INFO : Epoch 1855 | loss: 0.0311584 | val_loss: 0.0311838 | Time: 6844.79 ms [2022-03-25 02:19:43 main:574] : INFO : Epoch 1856 | loss: 0.0311591 | val_loss: 0.0311784 | Time: 7075.41 ms [2022-03-25 02:19:54 main:574] : INFO : Epoch 1857 | loss: 0.0311595 | val_loss: 0.0311777 | Time: 10509.5 ms [2022-03-25 02:20:01 main:574] : INFO : Epoch 1858 | loss: 0.0311603 | val_loss: 0.0311789 | Time: 7070.61 ms [2022-03-25 02:20:08 main:574] : INFO : Epoch 1859 | loss: 0.0311585 | val_loss: 0.0311784 | Time: 6877.72 ms [2022-03-25 02:20:18 main:574] : INFO : Epoch 1860 | loss: 0.0311576 | val_loss: 0.0311808 | Time: 10169 ms [2022-03-25 02:20:25 main:574] : INFO : Epoch 1861 | loss: 0.0311587 | val_loss: 0.0311871 | Time: 7101.28 ms [2022-03-25 02:20:36 main:574] : INFO : Epoch 1862 | loss: 0.031159 | val_loss: 0.0311813 | Time: 10565.4 ms [2022-03-25 02:20:46 main:574] : INFO : Epoch 1863 | loss: 0.0311585 | val_loss: 0.0311781 | Time: 10164.8 ms [2022-03-25 02:20:53 main:574] : INFO : Epoch 1864 | loss: 0.0311588 | val_loss: 0.0311818 | Time: 7151.19 ms [2022-03-25 02:21:00 main:574] : INFO : Epoch 1865 | loss: 0.0311604 | val_loss: 0.0311824 | Time: 6750.6 ms [2022-03-25 02:21:07 main:574] : INFO : Epoch 1866 | loss: 0.0311584 | val_loss: 0.0311778 | Time: 7076.86 ms [2022-03-25 02:21:14 main:574] : INFO : Epoch 1867 | loss: 0.0311566 | val_loss: 0.0311803 | Time: 6907.57 ms [2022-03-25 02:21:21 main:574] : INFO : Epoch 1868 | loss: 0.0311551 | val_loss: 0.0311801 | Time: 7091.88 ms [2022-03-25 02:21:32 main:574] : INFO : Epoch 1869 | loss: 0.0311571 | val_loss: 0.0311887 | Time: 10687.6 ms [2022-03-25 02:21:43 main:574] : INFO : Epoch 1870 | loss: 0.0311607 | val_loss: 0.0311801 | Time: 10871.1 ms [2022-03-25 02:21:50 main:574] : INFO : Epoch 1871 | loss: 0.0311577 | val_loss: 0.0311808 | Time: 6911.18 ms [2022-03-25 02:22:01 main:574] : INFO : Epoch 1872 | loss: 0.0311546 | val_loss: 0.031182 | Time: 11157.9 ms [2022-03-25 02:22:08 main:574] : INFO : Epoch 1873 | loss: 0.031155 | val_loss: 0.0311805 | Time: 6849.04 ms [2022-03-25 02:22:15 main:574] : INFO : Epoch 1874 | loss: 0.0311561 | val_loss: 0.0311817 | Time: 6904.16 ms [2022-03-25 02:22:22 main:574] : INFO : Epoch 1875 | loss: 0.0311541 | val_loss: 0.0311826 | Time: 6840.53 ms [2022-03-25 02:22:33 main:574] : INFO : Epoch 1876 | loss: 0.0311556 | val_loss: 0.0311867 | Time: 11039.5 ms [2022-03-25 02:22:40 main:574] : INFO : Epoch 1877 | loss: 0.0311544 | val_loss: 0.0311807 | Time: 6881.55 ms [2022-03-25 02:22:47 main:574] : INFO : Epoch 1878 | loss: 0.0311539 | val_loss: 0.0311805 | Time: 7178.12 ms [2022-03-25 02:22:54 main:574] : INFO : Epoch 1879 | loss: 0.0311569 | val_loss: 0.0311814 | Time: 6886.76 ms [2022-03-25 02:23:01 main:574] : INFO : Epoch 1880 | loss: 0.0311569 | val_loss: 0.0311852 | Time: 7263.16 ms [2022-03-25 02:23:08 main:574] : INFO : Epoch 1881 | loss: 0.0311561 | val_loss: 0.0311812 | Time: 7056.57 ms [2022-03-25 02:23:15 main:574] : INFO : Epoch 1882 | loss: 0.0311541 | val_loss: 0.0311822 | Time: 6918.4 ms [2022-03-25 02:23:26 main:574] : INFO : Epoch 1883 | loss: 0.0311542 | val_loss: 0.0311812 | Time: 10506.3 ms [2022-03-25 02:23:37 main:574] : INFO : Epoch 1884 | loss: 0.0311563 | val_loss: 0.0311887 | Time: 11068.7 ms [2022-03-25 02:23:44 main:574] : INFO : Epoch 1885 | loss: 0.0311553 | val_loss: 0.031181 | Time: 6866.7 ms [2022-03-25 02:23:51 main:574] : INFO : Epoch 1886 | loss: 0.0311559 | val_loss: 0.0311895 | Time: 7223.72 ms [2022-03-25 02:23:58 main:574] : INFO : Epoch 1887 | loss: 0.0311566 | val_loss: 0.0311869 | Time: 6707.68 ms [2022-03-25 02:24:05 main:574] : INFO : Epoch 1888 | loss: 0.0311547 | val_loss: 0.0311823 | Time: 7141.03 ms [2022-03-25 02:24:12 main:574] : INFO : Epoch 1889 | loss: 0.0311528 | val_loss: 0.0311856 | Time: 6742.36 ms [2022-03-25 02:24:19 main:574] : INFO : Epoch 1890 | loss: 0.0311526 | val_loss: 0.0311813 | Time: 7120.19 ms [2022-03-25 02:24:30 main:574] : INFO : Epoch 1891 | loss: 0.0311516 | val_loss: 0.0311826 | Time: 10149.4 ms [2022-03-25 02:24:36 main:574] : INFO : Epoch 1892 | loss: 0.0311526 | val_loss: 0.0311821 | Time: 6890.88 ms [2022-03-25 02:24:43 main:574] : INFO : Epoch 1893 | loss: 0.0311553 | val_loss: 0.0311815 | Time: 6915.19 ms [2022-03-25 02:24:51 main:574] : INFO : Epoch 1894 | loss: 0.0311574 | val_loss: 0.0311832 | Time: 7040.96 ms [2022-03-25 02:24:57 main:574] : INFO : Epoch 1895 | loss: 0.0311562 | val_loss: 0.0311854 | Time: 6870.74 ms [2022-03-25 02:25:04 main:574] : INFO : Epoch 1896 | loss: 0.0311551 | val_loss: 0.0311862 | Time: 6749.4 ms [2022-03-25 02:25:11 main:574] : INFO : Epoch 1897 | loss: 0.0311568 | val_loss: 0.0311867 | Time: 7098.63 ms [2022-03-25 02:25:18 main:574] : INFO : Epoch 1898 | loss: 0.0311542 | val_loss: 0.0311861 | Time: 6783.59 ms [2022-03-25 02:25:25 main:574] : INFO : Epoch 1899 | loss: 0.0311563 | val_loss: 0.0311808 | Time: 7094.18 ms [2022-03-25 02:25:32 main:574] : INFO : Epoch 1900 | loss: 0.0311547 | val_loss: 0.0311856 | Time: 6771.5 ms [2022-03-25 02:25:39 main:574] : INFO : Epoch 1901 | loss: 0.0311539 | val_loss: 0.0311841 | Time: 7162.24 ms [2022-03-25 02:25:50 main:574] : INFO : Epoch 1902 | loss: 0.0311548 | val_loss: 0.0311839 | Time: 10213.1 ms [2022-03-25 02:26:01 main:574] : INFO : Epoch 1903 | loss: 0.0311553 | val_loss: 0.0311845 | Time: 10856.2 ms [2022-03-25 02:26:08 main:574] : INFO : Epoch 1904 | loss: 0.0311555 | val_loss: 0.0311863 | Time: 6886.46 ms [2022-03-25 02:26:18 main:574] : INFO : Epoch 1905 | loss: 0.0311567 | val_loss: 0.0311849 | Time: 10431.2 ms [2022-03-25 02:26:25 main:574] : INFO : Epoch 1906 | loss: 0.0311536 | val_loss: 0.0311854 | Time: 7286.33 ms [2022-03-25 02:26:32 main:574] : INFO : Epoch 1907 | loss: 0.0311569 | val_loss: 0.0311831 | Time: 6912.73 ms [2022-03-25 02:26:39 main:574] : INFO : Epoch 1908 | loss: 0.0311609 | val_loss: 0.0311852 | Time: 7050.83 ms [2022-03-25 02:26:50 main:574] : INFO : Epoch 1909 | loss: 0.0311591 | val_loss: 0.0311855 | Time: 10298.7 ms [2022-03-25 02:27:01 main:574] : INFO : Epoch 1910 | loss: 0.0311574 | val_loss: 0.0311841 | Time: 10871.6 ms [2022-03-25 02:27:08 main:574] : INFO : Epoch 1911 | loss: 0.0311572 | val_loss: 0.0311847 | Time: 6853.26 ms [2022-03-25 02:27:19 main:574] : INFO : Epoch 1912 | loss: 0.0311557 | val_loss: 0.0311849 | Time: 11072.7 ms [2022-03-25 02:27:26 main:574] : INFO : Epoch 1913 | loss: 0.0311538 | val_loss: 0.0311836 | Time: 6984.1 ms [2022-03-25 02:27:33 main:574] : INFO : Epoch 1914 | loss: 0.0311531 | val_loss: 0.0311866 | Time: 7240.26 ms [2022-03-25 02:27:44 main:574] : INFO : Epoch 1915 | loss: 0.0311548 | val_loss: 0.0311882 | Time: 10559.8 ms [2022-03-25 02:27:51 main:574] : INFO : Epoch 1916 | loss: 0.0311534 | val_loss: 0.0311895 | Time: 7121.95 ms [2022-03-25 02:27:58 main:574] : INFO : Epoch 1917 | loss: 0.0311532 | val_loss: 0.0311854 | Time: 6861.7 ms [2022-03-25 02:28:05 main:574] : INFO : Epoch 1918 | loss: 0.0311525 | val_loss: 0.0311838 | Time: 7153.58 ms [2022-03-25 02:28:12 main:574] : INFO : Epoch 1919 | loss: 0.0311519 | val_loss: 0.0311834 | Time: 6765.06 ms [2022-03-25 02:28:19 main:574] : INFO : Epoch 1920 | loss: 0.0311522 | val_loss: 0.0311822 | Time: 7158.25 ms [2022-03-25 02:28:30 main:574] : INFO : Epoch 1921 | loss: 0.0311548 | val_loss: 0.0311824 | Time: 10192.6 ms [2022-03-25 02:28:40 main:574] : INFO : Epoch 1922 | loss: 0.0311538 | val_loss: 0.0311841 | Time: 10583.3 ms [2022-03-25 02:28:47 main:574] : INFO : Epoch 1923 | loss: 0.0311521 | val_loss: 0.0311837 | Time: 7208.59 ms [2022-03-25 02:28:58 main:574] : INFO : Epoch 1924 | loss: 0.0311527 | val_loss: 0.0311876 | Time: 10475.7 ms [2022-03-25 02:29:09 main:574] : INFO : Epoch 1925 | loss: 0.0311524 | val_loss: 0.0311879 | Time: 11205.9 ms [2022-03-25 02:29:16 main:574] : INFO : Epoch 1926 | loss: 0.0311531 | val_loss: 0.0311853 | Time: 6773.06 ms [2022-03-25 02:29:23 main:574] : INFO : Epoch 1927 | loss: 0.0311518 | val_loss: 0.0311826 | Time: 7334.58 ms [2022-03-25 02:29:30 main:574] : INFO : Epoch 1928 | loss: 0.0311513 | val_loss: 0.0311816 | Time: 6907.95 ms [2022-03-25 02:29:37 main:574] : INFO : Epoch 1929 | loss: 0.0311534 | val_loss: 0.0311832 | Time: 7025.32 ms [2022-03-25 02:29:49 main:574] : INFO : Epoch 1930 | loss: 0.0311538 | val_loss: 0.0311833 | Time: 11041.9 ms [2022-03-25 02:29:56 main:574] : INFO : Epoch 1931 | loss: 0.0311527 | val_loss: 0.0311832 | Time: 7100.21 ms [2022-03-25 02:30:07 main:574] : INFO : Epoch 1932 | loss: 0.0311514 | val_loss: 0.0311863 | Time: 10867.4 ms [2022-03-25 02:30:14 main:574] : INFO : Epoch 1933 | loss: 0.0311517 | val_loss: 0.0311839 | Time: 7069.36 ms [2022-03-25 02:30:25 main:574] : INFO : Epoch 1934 | loss: 0.0311551 | val_loss: 0.0311829 | Time: 11067.8 ms [2022-03-25 02:30:32 main:574] : INFO : Epoch 1935 | loss: 0.0311529 | val_loss: 0.031183 | Time: 6922.63 ms [2022-03-25 02:30:43 main:574] : INFO : Epoch 1936 | loss: 0.0311519 | val_loss: 0.0311829 | Time: 10959.9 ms [2022-03-25 02:30:50 main:574] : INFO : Epoch 1937 | loss: 0.0311528 | val_loss: 0.0311856 | Time: 6806.19 ms [2022-03-25 02:31:01 main:574] : INFO : Epoch 1938 | loss: 0.0311524 | val_loss: 0.0311832 | Time: 11145.3 ms [2022-03-25 02:31:08 main:574] : INFO : Epoch 1939 | loss: 0.0311487 | val_loss: 0.0311864 | Time: 6877.12 ms [2022-03-25 02:31:15 main:574] : INFO : Epoch 1940 | loss: 0.0311478 | val_loss: 0.0311837 | Time: 7240.95 ms [2022-03-25 02:31:27 main:574] : INFO : Epoch 1941 | loss: 0.0311488 | val_loss: 0.0311877 | Time: 11401.1 ms [2022-03-25 02:31:34 main:574] : INFO : Epoch 1942 | loss: 0.0311515 | val_loss: 0.0311846 | Time: 6785.28 ms [2022-03-25 02:31:41 main:574] : INFO : Epoch 1943 | loss: 0.0311557 | val_loss: 0.0311829 | Time: 7185.78 ms [2022-03-25 02:31:48 main:574] : INFO : Epoch 1944 | loss: 0.0311528 | val_loss: 0.0311862 | Time: 6907.28 ms [2022-03-25 02:31:59 main:574] : INFO : Epoch 1945 | loss: 0.0311549 | val_loss: 0.0311792 | Time: 10888.2 ms [2022-03-25 02:32:06 main:574] : INFO : Epoch 1946 | loss: 0.0311531 | val_loss: 0.0311849 | Time: 6749.34 ms [2022-03-25 02:32:17 main:574] : INFO : Epoch 1947 | loss: 0.031153 | val_loss: 0.0311861 | Time: 11075.2 ms [2022-03-25 02:32:24 main:574] : INFO : Epoch 1948 | loss: 0.0311534 | val_loss: 0.0311814 | Time: 6952.14 ms [2022-03-25 02:32:31 main:574] : INFO : Epoch 1949 | loss: 0.0311537 | val_loss: 0.0311864 | Time: 7093.67 ms [2022-03-25 02:32:42 main:574] : INFO : Epoch 1950 | loss: 0.0311534 | val_loss: 0.0311865 | Time: 10604.5 ms [2022-03-25 02:32:49 main:574] : INFO : Epoch 1951 | loss: 0.0311518 | val_loss: 0.0311849 | Time: 7062.78 ms [2022-03-25 02:32:56 main:574] : INFO : Epoch 1952 | loss: 0.0311502 | val_loss: 0.0311841 | Time: 6876.4 ms [2022-03-25 02:33:03 main:574] : INFO : Epoch 1953 | loss: 0.0311492 | val_loss: 0.0311856 | Time: 7307.29 ms [2022-03-25 02:33:10 main:574] : INFO : Epoch 1954 | loss: 0.0311503 | val_loss: 0.0311827 | Time: 6805.35 ms [2022-03-25 02:33:21 main:574] : INFO : Epoch 1955 | loss: 0.0311507 | val_loss: 0.0311882 | Time: 10462.9 ms [2022-03-25 02:33:28 main:574] : INFO : Epoch 1956 | loss: 0.0311509 | val_loss: 0.0311849 | Time: 7118.28 ms [2022-03-25 02:33:35 main:574] : INFO : Epoch 1957 | loss: 0.0311514 | val_loss: 0.0311875 | Time: 7089.01 ms [2022-03-25 02:33:42 main:574] : INFO : Epoch 1958 | loss: 0.0311515 | val_loss: 0.0311907 | Time: 6825.14 ms [2022-03-25 02:33:49 main:574] : INFO : Epoch 1959 | loss: 0.0311521 | val_loss: 0.0311864 | Time: 7312.32 ms [2022-03-25 02:33:56 main:574] : INFO : Epoch 1960 | loss: 0.0311536 | val_loss: 0.0311847 | Time: 6943.68 ms [2022-03-25 02:34:07 main:574] : INFO : Epoch 1961 | loss: 0.0311585 | val_loss: 0.0311871 | Time: 11005.4 ms [2022-03-25 02:34:18 main:574] : INFO : Epoch 1962 | loss: 0.031157 | val_loss: 0.0311833 | Time: 10280.4 ms [2022-03-25 02:34:25 main:574] : INFO : Epoch 1963 | loss: 0.0311555 | val_loss: 0.0311849 | Time: 7017.51 ms [2022-03-25 02:34:32 main:574] : INFO : Epoch 1964 | loss: 0.031158 | val_loss: 0.0311841 | Time: 6960.56 ms [2022-03-25 02:34:39 main:574] : INFO : Epoch 1965 | loss: 0.0311571 | val_loss: 0.0311878 | Time: 6975.56 ms [2022-03-25 02:34:46 main:574] : INFO : Epoch 1966 | loss: 0.0311562 | val_loss: 0.0311848 | Time: 6915.73 ms [2022-03-25 02:34:53 main:574] : INFO : Epoch 1967 | loss: 0.0311551 | val_loss: 0.0311829 | Time: 7007.34 ms [2022-03-25 02:35:00 main:574] : INFO : Epoch 1968 | loss: 0.0311565 | val_loss: 0.0311874 | Time: 7175.78 ms [2022-03-25 02:35:07 main:574] : INFO : Epoch 1969 | loss: 0.0311577 | val_loss: 0.0311819 | Time: 7075.07 ms [2022-03-25 02:35:14 main:574] : INFO : Epoch 1970 | loss: 0.0311536 | val_loss: 0.0311796 | Time: 6906.48 ms [2022-03-25 02:35:21 main:574] : INFO : Epoch 1971 | loss: 0.0311518 | val_loss: 0.0311843 | Time: 7147.27 ms [2022-03-25 02:35:28 main:574] : INFO : Epoch 1972 | loss: 0.0311512 | val_loss: 0.0311831 | Time: 7013.05 ms [2022-03-25 02:35:35 main:574] : INFO : Epoch 1973 | loss: 0.0311505 | val_loss: 0.0311833 | Time: 7181.12 ms [2022-03-25 02:35:42 main:574] : INFO : Epoch 1974 | loss: 0.0311517 | val_loss: 0.0311843 | Time: 6910 ms [2022-03-25 02:35:50 main:574] : INFO : Epoch 1975 | loss: 0.0311535 | val_loss: 0.0311829 | Time: 7360.86 ms [2022-03-25 02:35:57 main:574] : INFO : Epoch 1976 | loss: 0.0311514 | val_loss: 0.0311887 | Time: 7045.42 ms [2022-03-25 02:36:04 main:574] : INFO : Epoch 1977 | loss: 0.0311537 | val_loss: 0.031188 | Time: 7034.22 ms [2022-03-25 02:36:11 main:574] : INFO : Epoch 1978 | loss: 0.0311504 | val_loss: 0.0311822 | Time: 7116.18 ms [2022-03-25 02:36:18 main:574] : INFO : Epoch 1979 | loss: 0.031151 | val_loss: 0.0311843 | Time: 6867.38 ms [2022-03-25 02:36:25 main:574] : INFO : Epoch 1980 | loss: 0.0311495 | val_loss: 0.0311844 | Time: 7030.58 ms [2022-03-25 02:36:32 main:574] : INFO : Epoch 1981 | loss: 0.0311499 | val_loss: 0.0311828 | Time: 6898.92 ms [2022-03-25 02:36:39 main:574] : INFO : Epoch 1982 | loss: 0.0311501 | val_loss: 0.0311889 | Time: 7319.27 ms [2022-03-25 02:36:46 main:574] : INFO : Epoch 1983 | loss: 0.0311515 | val_loss: 0.0311887 | Time: 6849.25 ms [2022-03-25 02:36:56 main:574] : INFO : Epoch 1984 | loss: 0.0311532 | val_loss: 0.0311845 | Time: 10203.8 ms [2022-03-25 02:37:04 main:574] : INFO : Epoch 1985 | loss: 0.0311543 | val_loss: 0.0311839 | Time: 7158.33 ms [2022-03-25 02:37:10 main:574] : INFO : Epoch 1986 | loss: 0.0311537 | val_loss: 0.031192 | Time: 6832.94 ms [2022-03-25 02:37:18 main:574] : INFO : Epoch 1987 | loss: 0.031158 | val_loss: 0.0311841 | Time: 7039.25 ms [2022-03-25 02:37:29 main:574] : INFO : Epoch 1988 | loss: 0.0311531 | val_loss: 0.0311863 | Time: 11138.7 ms [2022-03-25 02:37:36 main:574] : INFO : Epoch 1989 | loss: 0.0311498 | val_loss: 0.0311813 | Time: 6978.19 ms [2022-03-25 02:37:47 main:574] : INFO : Epoch 1990 | loss: 0.031151 | val_loss: 0.0311853 | Time: 11099.5 ms [2022-03-25 02:37:54 main:574] : INFO : Epoch 1991 | loss: 0.0311523 | val_loss: 0.0311872 | Time: 6973.21 ms [2022-03-25 02:38:01 main:574] : INFO : Epoch 1992 | loss: 0.031151 | val_loss: 0.0311833 | Time: 7331.48 ms [2022-03-25 02:38:08 main:574] : INFO : Epoch 1993 | loss: 0.0311511 | val_loss: 0.031184 | Time: 6883.97 ms [2022-03-25 02:38:16 main:574] : INFO : Epoch 1994 | loss: 0.0311542 | val_loss: 0.0311922 | Time: 7204.41 ms [2022-03-25 02:38:22 main:574] : INFO : Epoch 1995 | loss: 0.0311533 | val_loss: 0.0311942 | Time: 6732.31 ms [2022-03-25 02:38:30 main:574] : INFO : Epoch 1996 | loss: 0.0311519 | val_loss: 0.0311829 | Time: 7257.78 ms [2022-03-25 02:38:36 main:574] : INFO : Epoch 1997 | loss: 0.0311495 | val_loss: 0.0311845 | Time: 6709.73 ms [2022-03-25 02:38:43 main:574] : INFO : Epoch 1998 | loss: 0.0311491 | val_loss: 0.0311902 | Time: 7034.11 ms [2022-03-25 02:38:50 main:574] : INFO : Epoch 1999 | loss: 0.0311515 | val_loss: 0.031186 | Time: 6792.57 ms [2022-03-25 02:38:58 main:574] : INFO : Epoch 2000 | loss: 0.0311472 | val_loss: 0.0311832 | Time: 7232.05 ms [2022-03-25 02:39:08 main:574] : INFO : Epoch 2001 | loss: 0.0311493 | val_loss: 0.031182 | Time: 10632.5 ms [2022-03-25 02:39:16 main:574] : INFO : Epoch 2002 | loss: 0.0311509 | val_loss: 0.0311827 | Time: 7183.08 ms [2022-03-25 02:39:22 main:574] : INFO : Epoch 2003 | loss: 0.0311506 | val_loss: 0.0311826 | Time: 6837.06 ms [2022-03-25 02:39:30 main:574] : INFO : Epoch 2004 | loss: 0.0311573 | val_loss: 0.0311848 | Time: 7289.11 ms [2022-03-25 02:39:40 main:574] : INFO : Epoch 2005 | loss: 0.0311651 | val_loss: 0.0311807 | Time: 10511.3 ms [2022-03-25 02:39:48 main:574] : INFO : Epoch 2006 | loss: 0.0311597 | val_loss: 0.0311826 | Time: 7320.51 ms [2022-03-25 02:39:55 main:574] : INFO : Epoch 2007 | loss: 0.0311591 | val_loss: 0.0311791 | Time: 7104.83 ms [2022-03-25 02:40:02 main:574] : INFO : Epoch 2008 | loss: 0.0311581 | val_loss: 0.0311814 | Time: 6934.87 ms [2022-03-25 02:40:12 main:574] : INFO : Epoch 2009 | loss: 0.0311576 | val_loss: 0.0311823 | Time: 10284.6 ms [2022-03-25 02:40:19 main:574] : INFO : Epoch 2010 | loss: 0.031156 | val_loss: 0.0311797 | Time: 7128 ms [2022-03-25 02:40:30 main:574] : INFO : Epoch 2011 | loss: 0.031155 | val_loss: 0.0311801 | Time: 10253.5 ms [2022-03-25 02:40:40 main:574] : INFO : Epoch 2012 | loss: 0.0311674 | val_loss: 0.0311837 | Time: 10427.2 ms [2022-03-25 02:40:47 main:574] : INFO : Epoch 2013 | loss: 0.0311682 | val_loss: 0.0311803 | Time: 7192.07 ms [2022-03-25 02:40:54 main:574] : INFO : Epoch 2014 | loss: 0.0311645 | val_loss: 0.0311789 | Time: 6860.65 ms [2022-03-25 02:41:02 main:574] : INFO : Epoch 2015 | loss: 0.0311622 | val_loss: 0.0311827 | Time: 7146.6 ms [2022-03-25 02:41:08 main:574] : INFO : Epoch 2016 | loss: 0.0311609 | val_loss: 0.0311828 | Time: 6824.22 ms [2022-03-25 02:41:16 main:574] : INFO : Epoch 2017 | loss: 0.0311623 | val_loss: 0.0311789 | Time: 7082.98 ms [2022-03-25 02:41:22 main:574] : INFO : Epoch 2018 | loss: 0.0311589 | val_loss: 0.0311784 | Time: 6837.97 ms [2022-03-25 02:41:30 main:574] : INFO : Epoch 2019 | loss: 0.0311586 | val_loss: 0.0311799 | Time: 7190.18 ms [2022-03-25 02:41:40 main:574] : INFO : Epoch 2020 | loss: 0.0311575 | val_loss: 0.0311794 | Time: 10262.8 ms [2022-03-25 02:41:47 main:574] : INFO : Epoch 2021 | loss: 0.0311569 | val_loss: 0.0311809 | Time: 7301.13 ms [2022-03-25 02:41:54 main:574] : INFO : Epoch 2022 | loss: 0.0311597 | val_loss: 0.0311881 | Time: 7019.64 ms [2022-03-25 02:42:01 main:574] : INFO : Epoch 2023 | loss: 0.0311621 | val_loss: 0.0311833 | Time: 7026.66 ms [2022-03-25 02:42:08 main:574] : INFO : Epoch 2024 | loss: 0.0311579 | val_loss: 0.0311829 | Time: 6847.22 ms [2022-03-25 02:42:15 main:574] : INFO : Epoch 2025 | loss: 0.0311572 | val_loss: 0.031181 | Time: 7138.71 ms [2022-03-25 02:42:22 main:574] : INFO : Epoch 2026 | loss: 0.0311583 | val_loss: 0.0311809 | Time: 6886.38 ms [2022-03-25 02:42:30 main:574] : INFO : Epoch 2027 | loss: 0.0311595 | val_loss: 0.0311794 | Time: 7323.19 ms [2022-03-25 02:42:37 main:574] : INFO : Epoch 2028 | loss: 0.0311565 | val_loss: 0.0311815 | Time: 6955.89 ms [2022-03-25 02:42:44 main:574] : INFO : Epoch 2029 | loss: 0.0311557 | val_loss: 0.0311784 | Time: 7101.74 ms [2022-03-25 02:42:51 main:574] : INFO : Epoch 2030 | loss: 0.031154 | val_loss: 0.0311792 | Time: 7003.12 ms [2022-03-25 02:42:58 main:574] : INFO : Epoch 2031 | loss: 0.0311535 | val_loss: 0.031181 | Time: 7116.18 ms [2022-03-25 02:43:05 main:574] : INFO : Epoch 2032 | loss: 0.0311545 | val_loss: 0.0311811 | Time: 7103.98 ms [2022-03-25 02:43:12 main:574] : INFO : Epoch 2033 | loss: 0.0311576 | val_loss: 0.0311823 | Time: 7026.18 ms [2022-03-25 02:43:19 main:574] : INFO : Epoch 2034 | loss: 0.0311583 | val_loss: 0.0311836 | Time: 7135.57 ms [2022-03-25 02:43:30 main:574] : INFO : Epoch 2035 | loss: 0.0311581 | val_loss: 0.031181 | Time: 10615.4 ms [2022-03-25 02:43:37 main:574] : INFO : Epoch 2036 | loss: 0.0311569 | val_loss: 0.0311802 | Time: 7265.35 ms [2022-03-25 02:43:44 main:574] : INFO : Epoch 2037 | loss: 0.0311545 | val_loss: 0.0311794 | Time: 6884.36 ms [2022-03-25 02:43:52 main:574] : INFO : Epoch 2038 | loss: 0.0311528 | val_loss: 0.0311845 | Time: 7196.51 ms [2022-03-25 02:43:58 main:574] : INFO : Epoch 2039 | loss: 0.0311592 | val_loss: 0.0311795 | Time: 6852.35 ms [2022-03-25 02:44:06 main:574] : INFO : Epoch 2040 | loss: 0.0311558 | val_loss: 0.0311828 | Time: 7169.1 ms [2022-03-25 02:44:17 main:574] : INFO : Epoch 2041 | loss: 0.0311568 | val_loss: 0.0311821 | Time: 11288.2 ms [2022-03-25 02:44:24 main:574] : INFO : Epoch 2042 | loss: 0.0311542 | val_loss: 0.0311796 | Time: 6932.59 ms [2022-03-25 02:44:35 main:574] : INFO : Epoch 2043 | loss: 0.0311545 | val_loss: 0.031182 | Time: 11144.9 ms [2022-03-25 02:44:42 main:574] : INFO : Epoch 2044 | loss: 0.0311512 | val_loss: 0.0311807 | Time: 6873.62 ms [2022-03-25 02:44:49 main:574] : INFO : Epoch 2045 | loss: 0.031152 | val_loss: 0.0311814 | Time: 7161.07 ms [2022-03-25 02:44:56 main:574] : INFO : Epoch 2046 | loss: 0.0311505 | val_loss: 0.0311836 | Time: 6969.94 ms [2022-03-25 02:45:03 main:574] : INFO : Epoch 2047 | loss: 0.0311523 | val_loss: 0.0311786 | Time: 7141.68 ms [2022-03-25 02:45:10 main:574] : INFO : Epoch 2048 | loss: 0.0311525 | val_loss: 0.0311832 | Time: 6965.89 ms [2022-03-25 02:45:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311832 [2022-03-25 02:45:10 main:603] : INFO : Saving end state to config to file [2022-03-25 02:45:11 main:608] : INFO : Success, exiting.. 02:45:11 (9024): 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)