Task 13475583
| Name | ParityModified-1647045300-31449-1-0_0 |
| Workunit | 10578161 |
| Created | 20 Mar 2022, 17:00:40 UTC |
| Sent | 26 Mar 2022, 20:35:01 UTC |
| Report deadline | 3 Apr 2022, 20:35:01 UTC |
| Received | 28 Mar 2022, 10:58:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 157 |
| Run time | 1 days 8 hours 41 min 44 sec |
| CPU time | 7 hours 17 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,474.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 11569 | val_loss: 0.031167 | Time: 131960 ms [2022-03-28 00:19:21 main:574] : INFO : Epoch 1542 | loss: 0.0311558 | val_loss: 0.0311664 | Time: 101553 ms [2022-03-28 00:21:04 main:574] : INFO : Epoch 1543 | loss: 0.0311578 | val_loss: 0.031168 | Time: 103439 ms [2022-03-28 00:22:31 main:574] : INFO : Epoch 1544 | loss: 0.0311581 | val_loss: 0.0311683 | Time: 86473.5 ms [2022-03-28 00:24:00 main:574] : INFO : Epoch 1545 | loss: 0.0311567 | val_loss: 0.03117 | Time: 89608.6 ms [2022-03-28 00:25:16 main:574] : INFO : Epoch 1546 | loss: 0.0311552 | val_loss: 0.0311671 | Time: 75821.5 ms [2022-03-28 00:26:56 main:574] : INFO : Epoch 1547 | loss: 0.0311561 | val_loss: 0.0311696 | Time: 99662.9 ms [2022-03-28 00:28:09 main:574] : INFO : Epoch 1548 | loss: 0.0311581 | val_loss: 0.0311666 | Time: 71287.5 ms [2022-03-28 00:29:19 main:574] : INFO : Epoch 1549 | loss: 0.031155 | val_loss: 0.0311714 | Time: 69211.9 ms [2022-03-28 00:30:19 main:574] : INFO : Epoch 1550 | loss: 0.0311551 | val_loss: 0.0311684 | Time: 60629 ms [2022-03-28 00:31:27 main:574] : INFO : Epoch 1551 | loss: 0.0311542 | val_loss: 0.0311703 | Time: 67199.3 ms [2022-03-28 00:32:17 main:574] : INFO : Epoch 1552 | loss: 0.0311554 | val_loss: 0.031168 | Time: 50062.9 ms [2022-03-28 00:33:37 main:574] : INFO : Epoch 1553 | loss: 0.0311527 | val_loss: 0.0311709 | Time: 80001.4 ms [2022-03-28 00:34:36 main:574] : INFO : Epoch 1554 | loss: 0.0311536 | val_loss: 0.0311722 | Time: 59085.7 ms [2022-03-28 00:36:22 main:574] : INFO : Epoch 1555 | loss: 0.0311548 | val_loss: 0.0311692 | Time: 106111 ms [2022-03-28 00:37:07 main:574] : INFO : Epoch 1556 | loss: 0.0311526 | val_loss: 0.0311725 | Time: 44171.8 ms [2022-03-28 00:38:10 main:574] : INFO : Epoch 1557 | loss: 0.0311537 | val_loss: 0.0311755 | Time: 63800.6 ms [2022-03-28 00:39:20 main:574] : INFO : Epoch 1558 | loss: 0.0311541 | val_loss: 0.0311829 | Time: 69857.5 ms [2022-03-28 00:39:48 main:574] : INFO : Epoch 1559 | loss: 0.0311544 | val_loss: 0.031174 | Time: 27444.3 ms [2022-03-28 00:42:43 main:574] : INFO : Epoch 1560 | loss: 0.031153 | val_loss: 0.0311738 | Time: 174753 ms [2022-03-28 00:45:53 main:574] : INFO : Epoch 1561 | loss: 0.0311514 | val_loss: 0.031172 | Time: 190100 ms [2022-03-28 00:48:37 main:574] : INFO : Epoch 1562 | loss: 0.0311503 | val_loss: 0.0311711 | Time: 163883 ms [2022-03-28 00:50:29 main:574] : INFO : Epoch 1563 | loss: 0.0311512 | val_loss: 0.0311728 | Time: 112501 ms [2022-03-28 00:52:39 main:574] : INFO : Epoch 1564 | loss: 0.0311507 | val_loss: 0.0311741 | Time: 129728 ms [2022-03-28 00:53:09 main:574] : INFO : Epoch 1565 | loss: 0.0311502 | val_loss: 0.0311747 | Time: 29447.4 ms [2022-03-28 00:53:42 main:574] : INFO : Epoch 1566 | loss: 0.0311472 | val_loss: 0.0311706 | Time: 33223.3 ms [2022-03-28 00:55:01 main:574] : INFO : Epoch 1567 | loss: 0.0311481 | val_loss: 0.0311716 | Time: 78861.4 ms [2022-03-28 00:56:23 main:574] : INFO : Epoch 1568 | loss: 0.0311487 | val_loss: 0.0311739 | Time: 81638.8 ms [2022-03-28 00:57:41 main:574] : INFO : Epoch 1569 | loss: 0.031148 | val_loss: 0.0311718 | Time: 78021.7 ms [2022-03-28 00:59:24 main:574] : INFO : Epoch 1570 | loss: 0.0311486 | val_loss: 0.0311748 | Time: 102340 ms [2022-03-28 01:00:53 main:574] : INFO : Epoch 1571 | loss: 0.0311585 | val_loss: 0.0311733 | Time: 89859.4 ms [2022-03-28 01:02:09 main:574] : INFO : Epoch 1572 | loss: 0.0311615 | val_loss: 0.0311735 | Time: 75135.9 ms [2022-03-28 01:03:19 main:574] : INFO : Epoch 1573 | loss: 0.031158 | val_loss: 0.0311751 | Time: 70269.6 ms [2022-03-28 01:04:37 main:574] : INFO : Epoch 1574 | loss: 0.0311578 | val_loss: 0.0311691 | Time: 77712.7 ms [2022-03-28 01:05:52 main:574] : INFO : Epoch 1575 | loss: 0.0311512 | val_loss: 0.0311691 | Time: 74297.3 ms [2022-03-28 01:07:13 main:574] : INFO : Epoch 1576 | loss: 0.0311522 | val_loss: 0.0311722 | Time: 81239.7 ms [2022-03-28 01:08:24 main:574] : INFO : Epoch 1577 | loss: 0.0311498 | val_loss: 0.0311723 | Time: 70972.7 ms [2022-03-28 01:09:51 main:574] : INFO : Epoch 1578 | loss: 0.0311509 | val_loss: 0.0311747 | Time: 86419.7 ms [2022-03-28 01:11:09 main:574] : INFO : Epoch 1579 | loss: 0.0311478 | val_loss: 0.0311704 | Time: 78138.4 ms [2022-03-28 01:12:22 main:574] : INFO : Epoch 1580 | loss: 0.0311485 | val_loss: 0.0311695 | Time: 72484.4 ms [2022-03-28 01:13:50 main:574] : INFO : Epoch 1581 | loss: 0.031147 | val_loss: 0.0311687 | Time: 88042.1 ms [2022-03-28 01:15:01 main:574] : INFO : Epoch 1582 | loss: 0.0311477 | val_loss: 0.0311689 | Time: 70775.2 ms [2022-03-28 01:16:35 main:574] : INFO : Epoch 1583 | loss: 0.0311524 | val_loss: 0.0311779 | Time: 93628.6 ms [2022-03-28 01:17:41 main:574] : INFO : Epoch 1584 | loss: 0.0311516 | val_loss: 0.0311719 | Time: 66489.8 ms [2022-03-28 01:19:02 main:574] : INFO : Epoch 1585 | loss: 0.0311487 | val_loss: 0.0311742 | Time: 80098.2 ms [2022-03-28 01:19:49 main:574] : INFO : Epoch 1586 | loss: 0.0311511 | val_loss: 0.0311782 | Time: 46905.2 ms [2022-03-28 01:20:27 main:574] : INFO : Epoch 1587 | loss: 0.0311496 | val_loss: 0.031172 | Time: 37622.2 ms [2022-03-28 01:20:48 main:574] : INFO : Epoch 1588 | loss: 0.031148 | val_loss: 0.0311714 | Time: 21244.3 ms [2022-03-28 01:21:09 main:574] : INFO : Epoch 1589 | loss: 0.0311478 | val_loss: 0.0311741 | Time: 20758.5 ms [2022-03-28 01:21:29 main:574] : INFO : Epoch 1590 | loss: 0.0311465 | val_loss: 0.0311752 | Time: 20353.5 ms [2022-03-28 01:21:49 main:574] : INFO : Epoch 1591 | loss: 0.0311462 | val_loss: 0.0311721 | Time: 19911.9 ms [2022-03-28 01:22:09 main:574] : INFO : Epoch 1592 | loss: 0.0311466 | val_loss: 0.0311705 | Time: 19910.6 ms [2022-03-28 01:22:30 main:574] : INFO : Epoch 1593 | loss: 0.031149 | val_loss: 0.0311872 | Time: 21032.9 ms [2022-03-28 01:22:50 main:574] : INFO : Epoch 1594 | loss: 0.0311551 | val_loss: 0.0311801 | Time: 19913.6 ms [2022-03-28 01:23:10 main:574] : INFO : Epoch 1595 | loss: 0.0311486 | val_loss: 0.031172 | Time: 19679.8 ms [2022-03-28 01:23:30 main:574] : INFO : Epoch 1596 | loss: 0.0311463 | val_loss: 0.0311753 | Time: 20037.4 ms [2022-03-28 01:23:56 main:574] : INFO : Epoch 1597 | loss: 0.03115 | val_loss: 0.0311736 | Time: 26215.6 ms [2022-03-28 01:24:17 main:574] : INFO : Epoch 1598 | loss: 0.0311488 | val_loss: 0.0311716 | Time: 20445.6 ms [2022-03-28 01:24:39 main:574] : INFO : Epoch 1599 | loss: 0.03115 | val_loss: 0.0311712 | Time: 21209.4 ms [2022-03-28 01:24:59 main:574] : INFO : Epoch 1600 | loss: 0.0311487 | val_loss: 0.0311694 | Time: 19527.8 ms [2022-03-28 01:25:21 main:574] : INFO : Epoch 1601 | loss: 0.0311466 | val_loss: 0.0311706 | Time: 21818.1 ms [2022-03-28 01:25:39 main:574] : INFO : Epoch 1602 | loss: 0.0311461 | val_loss: 0.0311695 | Time: 18869.9 ms [2022-03-28 01:26:01 main:574] : INFO : Epoch 1603 | loss: 0.0311468 | val_loss: 0.0311679 | Time: 21568.5 ms [2022-03-28 01:26:20 main:574] : INFO : Epoch 1604 | loss: 0.0311424 | val_loss: 0.0311638 | Time: 19095.9 ms [2022-03-28 01:26:42 main:574] : INFO : Epoch 1605 | loss: 0.0311432 | val_loss: 0.0311655 | Time: 21594.2 ms [2022-03-28 01:27:04 main:574] : INFO : Epoch 1606 | loss: 0.031148 | val_loss: 0.0311676 | Time: 21786.6 ms [2022-03-28 01:27:24 main:574] : INFO : Epoch 1607 | loss: 0.0311492 | val_loss: 0.0311647 | Time: 20351.8 ms [2022-03-28 01:27:44 main:574] : INFO : Epoch 1608 | loss: 0.0311504 | val_loss: 0.0311734 | Time: 20097.5 ms [2022-03-28 01:28:05 main:574] : INFO : Epoch 1609 | loss: 0.0311583 | val_loss: 0.0311681 | Time: 20344 ms [2022-03-28 01:28:25 main:574] : INFO : Epoch 1610 | loss: 0.0311579 | val_loss: 0.0311687 | Time: 20293.7 ms [2022-03-28 01:28:46 main:574] : INFO : Epoch 1611 | loss: 0.0311661 | val_loss: 0.0311773 | Time: 20807.9 ms [2022-03-28 01:29:08 main:574] : INFO : Epoch 1612 | loss: 0.0311683 | val_loss: 0.0311781 | Time: 21789.7 ms [2022-03-28 01:29:29 main:574] : INFO : Epoch 1613 | loss: 0.0311622 | val_loss: 0.0311722 | Time: 20726.5 ms [2022-03-28 01:29:49 main:574] : INFO : Epoch 1614 | loss: 0.0311594 | val_loss: 0.0311723 | Time: 19977.4 ms [2022-03-28 01:30:09 main:574] : INFO : Epoch 1615 | loss: 0.0311591 | val_loss: 0.0311729 | Time: 20350.5 ms [2022-03-28 01:30:33 main:574] : INFO : Epoch 1616 | loss: 0.031157 | val_loss: 0.031171 | Time: 23613.2 ms [2022-03-28 01:30:55 main:574] : INFO : Epoch 1617 | loss: 0.0311557 | val_loss: 0.0311695 | Time: 21869.9 ms [2022-03-28 01:31:18 main:574] : INFO : Epoch 1618 | loss: 0.0311556 | val_loss: 0.0311708 | Time: 22624.5 ms [2022-03-28 01:31:39 main:574] : INFO : Epoch 1619 | loss: 0.0311614 | val_loss: 0.0311812 | Time: 21099.4 ms [2022-03-28 01:31:59 main:574] : INFO : Epoch 1620 | loss: 0.0311715 | val_loss: 0.0311793 | Time: 19840.5 ms [2022-03-28 01:32:19 main:574] : INFO : Epoch 1621 | loss: 0.0311687 | val_loss: 0.031174 | Time: 20378.9 ms [2022-03-28 01:32:41 main:574] : INFO : Epoch 1622 | loss: 0.0311638 | val_loss: 0.0311676 | Time: 21648.3 ms [2022-03-28 01:33:02 main:574] : INFO : Epoch 1623 | loss: 0.0311648 | val_loss: 0.0311706 | Time: 21156.4 ms [2022-03-28 01:33:22 main:574] : INFO : Epoch 1624 | loss: 0.0311631 | val_loss: 0.0311704 | Time: 20079.6 ms [2022-03-28 01:33:44 main:574] : INFO : Epoch 1625 | loss: 0.0311579 | val_loss: 0.0311666 | Time: 21746 ms [2022-03-28 01:34:04 main:574] : INFO : Epoch 1626 | loss: 0.0311553 | val_loss: 0.0311665 | Time: 20185.3 ms [2022-03-28 01:34:25 main:574] : INFO : Epoch 1627 | loss: 0.0311534 | val_loss: 0.0311671 | Time: 20524.5 ms [2022-03-28 01:34:45 main:574] : INFO : Epoch 1628 | loss: 0.0311534 | val_loss: 0.0311647 | Time: 20476.3 ms [2022-03-28 01:35:06 main:574] : INFO : Epoch 1629 | loss: 0.0311529 | val_loss: 0.0311685 | Time: 20498.8 ms [2022-03-28 01:35:27 main:574] : INFO : Epoch 1630 | loss: 0.0311512 | val_loss: 0.0311679 | Time: 20604.2 ms [2022-03-28 01:35:48 main:574] : INFO : Epoch 1631 | loss: 0.0311517 | val_loss: 0.031165 | Time: 20809.9 ms [2022-03-28 01:36:54 main:574] : INFO : Epoch 1632 | loss: 0.0311488 | val_loss: 0.0311639 | Time: 65863.7 ms [2022-03-28 01:37:19 main:574] : INFO : Epoch 1633 | loss: 0.0311481 | val_loss: 0.0311701 | Time: 25176.2 ms [2022-03-28 01:37:42 main:574] : INFO : Epoch 1634 | loss: 0.0311693 | val_loss: 0.0311728 | Time: 23209.4 ms [2022-03-28 01:38:02 main:574] : INFO : Epoch 1635 | loss: 0.0311645 | val_loss: 0.0311658 | Time: 19411.2 ms [2022-03-28 01:38:25 main:574] : INFO : Epoch 1636 | loss: 0.03116 | val_loss: 0.0311665 | Time: 23058.7 ms [2022-03-28 01:38:45 main:574] : INFO : Epoch 1637 | loss: 0.0311625 | val_loss: 0.03117 | Time: 20224.5 ms [2022-03-28 01:39:05 main:574] : INFO : Epoch 1638 | loss: 0.031161 | val_loss: 0.0311674 | Time: 19747.8 ms [2022-03-28 01:39:25 main:574] : INFO : Epoch 1639 | loss: 0.0311578 | val_loss: 0.031166 | Time: 19973 ms [2022-03-28 01:39:46 main:574] : INFO : Epoch 1640 | loss: 0.0311559 | val_loss: 0.0311661 | Time: 20579 ms [2022-03-28 01:40:09 main:574] : INFO : Epoch 1641 | loss: 0.0311543 | val_loss: 0.0311646 | Time: 23144.3 ms [2022-03-28 01:40:29 main:574] : INFO : Epoch 1642 | loss: 0.0311543 | val_loss: 0.0311654 | Time: 19773.8 ms [2022-03-28 01:40:49 main:574] : INFO : Epoch 1643 | loss: 0.0311536 | val_loss: 0.0311666 | Time: 20599.3 ms [2022-03-28 01:41:09 main:574] : INFO : Epoch 1644 | loss: 0.0311523 | val_loss: 0.0311651 | Time: 19510.6 ms [2022-03-28 01:41:30 main:574] : INFO : Epoch 1645 | loss: 0.0311523 | val_loss: 0.0311655 | Time: 21221.4 ms [2022-03-28 01:41:49 main:574] : INFO : Epoch 1646 | loss: 0.0311507 | val_loss: 0.0311671 | Time: 19066.1 ms [2022-03-28 01:42:12 main:574] : INFO : Epoch 1647 | loss: 0.0311502 | val_loss: 0.0311649 | Time: 22411.2 ms [2022-03-28 01:42:32 main:574] : INFO : Epoch 1648 | loss: 0.0311487 | val_loss: 0.031165 | Time: 20066.7 ms [2022-03-28 01:42:53 main:574] : INFO : Epoch 1649 | loss: 0.0311481 | val_loss: 0.0311657 | Time: 20555.3 ms [2022-03-28 01:43:14 main:574] : INFO : Epoch 1650 | loss: 0.031147 | val_loss: 0.031166 | Time: 20725 ms [2022-03-28 01:43:36 main:574] : INFO : Epoch 1651 | loss: 0.0311465 | val_loss: 0.0311685 | Time: 22406.7 ms [2022-03-28 01:43:57 main:574] : INFO : Epoch 1652 | loss: 0.0311498 | val_loss: 0.0311666 | Time: 21217.9 ms [2022-03-28 01:44:20 main:574] : INFO : Epoch 1653 | loss: 0.0311535 | val_loss: 0.031164 | Time: 22388.1 ms [2022-03-28 01:44:50 main:574] : INFO : Epoch 1654 | loss: 0.0311495 | val_loss: 0.0311619 | Time: 30456.4 ms [2022-03-28 01:45:10 main:574] : INFO : Epoch 1655 | loss: 0.0311476 | val_loss: 0.0311621 | Time: 19808.6 ms [2022-03-28 01:45:30 main:574] : INFO : Epoch 1656 | loss: 0.0311482 | val_loss: 0.0311609 | Time: 19999.4 ms [2022-03-28 01:45:52 main:574] : INFO : Epoch 1657 | loss: 0.0311481 | val_loss: 0.0311629 | Time: 21229.9 ms [2022-03-28 01:46:12 main:574] : INFO : Epoch 1658 | loss: 0.0311485 | val_loss: 0.0311642 | Time: 20027.5 ms [2022-03-28 01:46:32 main:574] : INFO : Epoch 1659 | loss: 0.0311459 | val_loss: 0.0311595 | Time: 20054.1 ms [2022-03-28 01:46:52 main:574] : INFO : Epoch 1660 | loss: 0.0311462 | val_loss: 0.0311596 | Time: 20315 ms [2022-03-28 01:47:14 main:574] : INFO : Epoch 1661 | loss: 0.0311448 | val_loss: 0.0311636 | Time: 22119 ms [2022-03-28 01:47:35 main:574] : INFO : Epoch 1662 | loss: 0.0311456 | val_loss: 0.0311593 | Time: 20307.5 ms [2022-03-28 01:47:57 main:574] : INFO : Epoch 1663 | loss: 0.0311474 | val_loss: 0.0311655 | Time: 22246.4 ms [2022-03-28 01:48:17 main:574] : INFO : Epoch 1664 | loss: 0.0311458 | val_loss: 0.0311614 | Time: 19870.9 ms [2022-03-28 01:48:39 main:574] : INFO : Epoch 1665 | loss: 0.0311466 | val_loss: 0.0311616 | Time: 22092 ms [2022-03-28 01:48:59 main:574] : INFO : Epoch 1666 | loss: 0.031144 | val_loss: 0.0311613 | Time: 19617 ms [2022-03-28 01:49:20 main:574] : INFO : Epoch 1667 | loss: 0.0311435 | val_loss: 0.031163 | Time: 20959.7 ms [2022-03-28 01:49:40 main:574] : INFO : Epoch 1668 | loss: 0.031145 | val_loss: 0.0311699 | Time: 19632.7 ms [2022-03-28 01:50:04 main:574] : INFO : Epoch 1669 | loss: 0.0311476 | val_loss: 0.0311613 | Time: 24522 ms [2022-03-28 01:50:25 main:574] : INFO : Epoch 1670 | loss: 0.0311418 | val_loss: 0.0311641 | Time: 20808.6 ms [2022-03-28 01:50:47 main:574] : INFO : Epoch 1671 | loss: 0.0311459 | val_loss: 0.0311646 | Time: 21878.4 ms [2022-03-28 01:51:09 main:574] : INFO : Epoch 1672 | loss: 0.0311455 | val_loss: 0.031163 | Time: 21111 ms [2022-03-28 01:51:29 main:574] : INFO : Epoch 1673 | loss: 0.0311462 | val_loss: 0.0311579 | Time: 20346.8 ms [2022-03-28 01:51:50 main:574] : INFO : Epoch 1674 | loss: 0.0311438 | val_loss: 0.031158 | Time: 20361.2 ms [2022-03-28 01:52:12 main:574] : INFO : Epoch 1675 | loss: 0.031144 | val_loss: 0.0311593 | Time: 22477 ms [2022-03-28 01:52:34 main:574] : INFO : Epoch 1676 | loss: 0.0311442 | val_loss: 0.031162 | Time: 21503.3 ms [2022-03-28 01:52:54 main:574] : INFO : Epoch 1677 | loss: 0.0311421 | val_loss: 0.0311574 | Time: 19741.3 ms [2022-03-28 01:53:15 main:574] : INFO : Epoch 1678 | loss: 0.0311438 | val_loss: 0.0311585 | Time: 20822.4 ms [2022-03-28 01:53:36 main:574] : INFO : Epoch 1679 | loss: 0.0311435 | val_loss: 0.0311601 | Time: 21184.6 ms [2022-03-28 01:53:57 main:574] : INFO : Epoch 1680 | loss: 0.0311461 | val_loss: 0.0311605 | Time: 20921.2 ms [2022-03-28 01:54:17 main:574] : INFO : Epoch 1681 | loss: 0.0311449 | val_loss: 0.0311585 | Time: 20522 ms [2022-03-28 01:54:38 main:574] : INFO : Epoch 1682 | loss: 0.031143 | val_loss: 0.0311621 | Time: 20369.2 ms [2022-03-28 01:54:58 main:574] : INFO : Epoch 1683 | loss: 0.0311406 | val_loss: 0.031163 | Time: 20185.3 ms [2022-03-28 01:55:19 main:574] : INFO : Epoch 1684 | loss: 0.0311415 | val_loss: 0.0311598 | Time: 20800.8 ms [2022-03-28 01:55:40 main:574] : INFO : Epoch 1685 | loss: 0.0311415 | val_loss: 0.0311655 | Time: 21090.5 ms [2022-03-28 01:56:01 main:574] : INFO : Epoch 1686 | loss: 0.0311402 | val_loss: 0.0311618 | Time: 20744.6 ms [2022-03-28 01:56:22 main:574] : INFO : Epoch 1687 | loss: 0.0311381 | val_loss: 0.03116 | Time: 20894.3 ms [2022-03-28 01:56:43 main:574] : INFO : Epoch 1688 | loss: 0.0311407 | val_loss: 0.031161 | Time: 20871.8 ms [2022-03-28 01:57:03 main:574] : INFO : Epoch 1689 | loss: 0.0311392 | val_loss: 0.0311616 | Time: 19996.2 ms [2022-03-28 01:57:26 main:574] : INFO : Epoch 1690 | loss: 0.0311533 | val_loss: 0.0311692 | Time: 23468.3 ms [2022-03-28 01:57:45 main:574] : INFO : Epoch 1691 | loss: 0.0311664 | val_loss: 0.0311644 | Time: 18543.5 ms [2022-03-28 01:58:05 main:574] : INFO : Epoch 1692 | loss: 0.0311605 | val_loss: 0.0311581 | Time: 19962.1 ms [2022-03-28 01:58:27 main:574] : INFO : Epoch 1693 | loss: 0.0311563 | val_loss: 0.0311572 | Time: 21427.8 ms [2022-03-28 01:58:49 main:574] : INFO : Epoch 1694 | loss: 0.0311563 | val_loss: 0.0311595 | Time: 22260.2 ms [2022-03-28 01:59:10 main:574] : INFO : Epoch 1695 | loss: 0.0311542 | val_loss: 0.0311542 | Time: 20439.4 ms [2022-03-28 01:59:30 main:574] : INFO : Epoch 1696 | loss: 0.0311561 | val_loss: 0.0311593 | Time: 20576.3 ms [2022-03-28 01:59:50 main:574] : INFO : Epoch 1697 | loss: 0.0311546 | val_loss: 0.0311543 | Time: 19631.9 ms [2022-03-28 02:00:11 main:574] : INFO : Epoch 1698 | loss: 0.0311533 | val_loss: 0.0311554 | Time: 21095.1 ms [2022-03-28 02:01:02 main:574] : INFO : Epoch 1699 | loss: 0.0311517 | val_loss: 0.0311553 | Time: 50782.3 ms [2022-03-28 02:02:36 main:574] : INFO : Epoch 1700 | loss: 0.0311504 | val_loss: 0.0311555 | Time: 93370.1 ms [2022-03-28 02:03:41 main:574] : INFO : Epoch 1701 | loss: 0.0311535 | val_loss: 0.0311558 | Time: 64648.3 ms [2022-03-28 02:04:41 main:574] : INFO : Epoch 1702 | loss: 0.0311525 | val_loss: 0.0311558 | Time: 60242.3 ms [2022-03-28 02:06:20 main:574] : INFO : Epoch 1703 | loss: 0.031155 | val_loss: 0.0311669 | Time: 98873.7 ms [2022-03-28 02:08:25 main:574] : INFO : Epoch 1704 | loss: 0.0311606 | val_loss: 0.0311709 | Time: 121690 ms [2022-03-28 02:10:05 main:574] : INFO : Epoch 1705 | loss: 0.0311566 | val_loss: 0.0311641 | Time: 100211 ms [2022-03-28 02:11:22 main:574] : INFO : Epoch 1706 | loss: 0.0311564 | val_loss: 0.0311656 | Time: 76899.9 ms [2022-03-28 02:12:53 main:574] : INFO : Epoch 1707 | loss: 0.0311568 | val_loss: 0.0311651 | Time: 90296.6 ms [2022-03-28 02:14:12 main:574] : INFO : Epoch 1708 | loss: 0.0311521 | val_loss: 0.0311586 | Time: 79379.8 ms [2022-03-28 02:15:52 main:574] : INFO : Epoch 1709 | loss: 0.0311498 | val_loss: 0.0311613 | Time: 99401 ms [2022-03-28 02:17:26 main:574] : INFO : Epoch 1710 | loss: 0.0311572 | val_loss: 0.0311573 | Time: 94191.9 ms [2022-03-28 02:18:53 main:574] : INFO : Epoch 1711 | loss: 0.0311513 | val_loss: 0.0311614 | Time: 86401.8 ms [2022-03-28 02:20:04 main:574] : INFO : Epoch 1712 | loss: 0.0311502 | val_loss: 0.0311585 | Time: 70880 ms [2022-03-28 02:21:28 main:574] : INFO : Epoch 1713 | loss: 0.0311485 | val_loss: 0.0311663 | Time: 83222.1 ms [2022-03-28 02:23:04 main:574] : INFO : Epoch 1714 | loss: 0.031148 | val_loss: 0.0311611 | Time: 95959.8 ms [2022-03-28 02:24:18 main:574] : INFO : Epoch 1715 | loss: 0.0311441 | val_loss: 0.0311574 | Time: 74022.9 ms [2022-03-28 02:25:45 main:574] : INFO : Epoch 1716 | loss: 0.0311479 | val_loss: 0.0311598 | Time: 86467.1 ms [2022-03-28 02:27:17 main:574] : INFO : Epoch 1717 | loss: 0.0311465 | val_loss: 0.0311575 | Time: 92475.1 ms [2022-03-28 02:28:36 main:574] : INFO : Epoch 1718 | loss: 0.0311488 | val_loss: 0.0311591 | Time: 78124.3 ms [2022-03-28 02:29:40 main:574] : INFO : Epoch 1719 | loss: 0.0311478 | val_loss: 0.0311552 | Time: 63810.7 ms [2022-03-28 02:30:53 main:574] : INFO : Epoch 1720 | loss: 0.0311433 | val_loss: 0.031156 | Time: 73125.5 ms [2022-03-28 02:31:46 main:574] : INFO : Epoch 1721 | loss: 0.0311444 | val_loss: 0.031158 | Time: 53002.8 ms [2022-03-28 02:32:53 main:574] : INFO : Epoch 1722 | loss: 0.0311487 | val_loss: 0.0311609 | Time: 67042.3 ms [2022-03-28 02:33:44 main:574] : INFO : Epoch 1723 | loss: 0.0311446 | val_loss: 0.0311657 | Time: 50692.7 ms [2022-03-28 02:34:42 main:574] : INFO : Epoch 1724 | loss: 0.0311486 | val_loss: 0.0311637 | Time: 58172.1 ms [2022-03-28 02:35:35 main:574] : INFO : Epoch 1725 | loss: 0.0311473 | val_loss: 0.0311698 | Time: 51699.3 ms [2022-03-28 02:36:35 main:574] : INFO : Epoch 1726 | loss: 0.0311454 | val_loss: 0.0311619 | Time: 60561.9 ms [2022-03-28 02:38:18 main:574] : INFO : Epoch 1727 | loss: 0.0311448 | val_loss: 0.0311602 | Time: 102900 ms [2022-03-28 02:39:15 main:574] : INFO : Epoch 1728 | loss: 0.0311436 | val_loss: 0.0311586 | Time: 56618.6 ms [2022-03-28 02:40:03 main:574] : INFO : Epoch 1729 | loss: 0.0311443 | val_loss: 0.0311563 | Time: 48050.2 ms [2022-03-28 02:42:19 main:574] : INFO : Epoch 1730 | loss: 0.0311465 | val_loss: 0.0311583 | Time: 135734 ms [2022-03-28 02:45:16 main:574] : INFO : Epoch 1731 | loss: 0.0311449 | val_loss: 0.031159 | Time: 177003 ms [2022-03-28 02:47:44 main:574] : INFO : Epoch 1732 | loss: 0.0311453 | val_loss: 0.031163 | Time: 148015 ms [2022-03-28 02:50:13 main:574] : INFO : Epoch 1733 | loss: 0.0311493 | val_loss: 0.0311582 | Time: 148360 ms [2022-03-28 02:52:09 main:574] : INFO : Epoch 1734 | loss: 0.0311453 | val_loss: 0.0311626 | Time: 116359 ms [2022-03-28 02:55:08 main:574] : INFO : Epoch 1735 | loss: 0.0311444 | val_loss: 0.0311578 | Time: 179156 ms [2022-03-28 02:57:48 main:574] : INFO : Epoch 1736 | loss: 0.0311415 | val_loss: 0.0311601 | Time: 159639 ms [2022-03-28 03:00:45 main:574] : INFO : Epoch 1737 | loss: 0.0311465 | val_loss: 0.0311567 | Time: 177311 ms [2022-03-28 03:03:00 main:574] : INFO : Epoch 1738 | loss: 0.0311426 | val_loss: 0.0311572 | Time: 134199 ms [2022-03-28 03:05:43 main:574] : INFO : Epoch 1739 | loss: 0.0311423 | val_loss: 0.0311567 | Time: 163571 ms [2022-03-28 03:08:35 main:574] : INFO : Epoch 1740 | loss: 0.0311411 | val_loss: 0.0311605 | Time: 171602 ms [2022-03-28 03:11:59 main:574] : INFO : Epoch 1741 | loss: 0.0311396 | val_loss: 0.0311592 | Time: 204236 ms [2022-03-28 03:14:36 main:574] : INFO : Epoch 1742 | loss: 0.03114 | val_loss: 0.0311549 | Time: 156955 ms [2022-03-28 03:16:43 main:574] : INFO : Epoch 1743 | loss: 0.0311398 | val_loss: 0.0311574 | Time: 126921 ms [2022-03-28 03:17:45 main:574] : INFO : Epoch 1744 | loss: 0.0311424 | val_loss: 0.0311577 | Time: 61727 ms [2022-03-28 03:18:16 main:574] : INFO : Epoch 1745 | loss: 0.0311379 | val_loss: 0.031155 | Time: 30182 ms [2022-03-28 03:18:41 main:574] : INFO : Epoch 1746 | loss: 0.0311377 | val_loss: 0.0311578 | Time: 25235 ms [2022-03-28 03:19:11 main:574] : INFO : Epoch 1747 | loss: 0.0311427 | val_loss: 0.0311623 | Time: 29761.4 ms [2022-03-28 03:19:38 main:574] : INFO : Epoch 1748 | loss: 0.0311395 | val_loss: 0.0311622 | Time: 27165.7 ms [2022-03-28 03:19:59 main:574] : INFO : Epoch 1749 | loss: 0.0311383 | val_loss: 0.0311597 | Time: 20846.5 ms [2022-03-28 03:20:19 main:574] : INFO : Epoch 1750 | loss: 0.0311383 | val_loss: 0.0311557 | Time: 19721.6 ms [2022-03-28 03:20:40 main:574] : INFO : Epoch 1751 | loss: 0.0311432 | val_loss: 0.0311702 | Time: 20427.6 ms [2022-03-28 03:21:00 main:574] : INFO : Epoch 1752 | loss: 0.0311417 | val_loss: 0.0311566 | Time: 20097.8 ms [2022-03-28 03:21:22 main:574] : INFO : Epoch 1753 | loss: 0.0311378 | val_loss: 0.0311546 | Time: 21915.2 ms [2022-03-28 03:21:42 main:574] : INFO : Epoch 1754 | loss: 0.0311375 | val_loss: 0.0311649 | Time: 19794.7 ms [2022-03-28 03:22:05 main:574] : INFO : Epoch 1755 | loss: 0.0311355 | val_loss: 0.0311572 | Time: 22832.6 ms [2022-03-28 03:22:24 main:574] : INFO : Epoch 1756 | loss: 0.0311408 | val_loss: 0.0311582 | Time: 19481.8 ms [2022-03-28 03:22:46 main:574] : INFO : Epoch 1757 | loss: 0.0311412 | val_loss: 0.0311578 | Time: 21705.5 ms [2022-03-28 03:23:05 main:574] : INFO : Epoch 1758 | loss: 0.0311367 | val_loss: 0.0311604 | Time: 19115 ms [2022-03-28 03:23:27 main:574] : INFO : Epoch 1759 | loss: 0.0311415 | val_loss: 0.0311585 | Time: 21994.2 ms [2022-03-28 03:23:47 main:574] : INFO : Epoch 1760 | loss: 0.031137 | val_loss: 0.0311529 | Time: 19361.2 ms [2022-03-28 03:24:10 main:574] : INFO : Epoch 1761 | loss: 0.0311331 | val_loss: 0.0311552 | Time: 23413.9 ms [2022-03-28 03:24:30 main:574] : INFO : Epoch 1762 | loss: 0.0311319 | val_loss: 0.0311572 | Time: 19193.6 ms [2022-03-28 03:24:52 main:574] : INFO : Epoch 1763 | loss: 0.0311344 | val_loss: 0.0311559 | Time: 22307.7 ms [2022-03-28 03:25:11 main:574] : INFO : Epoch 1764 | loss: 0.0311347 | val_loss: 0.031157 | Time: 19390.4 ms [2022-03-28 03:25:35 main:574] : INFO : Epoch 1765 | loss: 0.0311329 | val_loss: 0.031158 | Time: 23084.8 ms [2022-03-28 03:25:57 main:574] : INFO : Epoch 1766 | loss: 0.0311316 | val_loss: 0.0311589 | Time: 21959.4 ms [2022-03-28 03:26:17 main:574] : INFO : Epoch 1767 | loss: 0.0311326 | val_loss: 0.0311545 | Time: 19874.2 ms [2022-03-28 03:26:39 main:574] : INFO : Epoch 1768 | loss: 0.0311379 | val_loss: 0.0311544 | Time: 21893.1 ms [2022-03-28 03:26:58 main:574] : INFO : Epoch 1769 | loss: 0.0311409 | val_loss: 0.0311552 | Time: 19361 ms [2022-03-28 03:27:29 main:574] : INFO : Epoch 1770 | loss: 0.0311406 | val_loss: 0.0311524 | Time: 30736.5 ms [2022-03-28 03:27:49 main:574] : INFO : Epoch 1771 | loss: 0.0311444 | val_loss: 0.031152 | Time: 20112.5 ms [2022-03-28 03:28:09 main:574] : INFO : Epoch 1772 | loss: 0.0311469 | val_loss: 0.0311626 | Time: 19932.8 ms [2022-03-28 03:28:29 main:574] : INFO : Epoch 1773 | loss: 0.0311391 | val_loss: 0.0311517 | Time: 19773.9 ms [2022-03-28 03:28:49 main:574] : INFO : Epoch 1774 | loss: 0.0311363 | val_loss: 0.0311553 | Time: 19950.4 ms [2022-03-28 03:29:10 main:574] : INFO : Epoch 1775 | loss: 0.0311355 | val_loss: 0.0311526 | Time: 21528.2 ms [2022-03-28 03:29:30 main:574] : INFO : Epoch 1776 | loss: 0.0311386 | val_loss: 0.0311533 | Time: 19869.6 ms [2022-03-28 03:29:51 main:574] : INFO : Epoch 1777 | loss: 0.0311388 | val_loss: 0.0311542 | Time: 20365 ms [2022-03-28 03:30:12 main:574] : INFO : Epoch 1778 | loss: 0.0311383 | val_loss: 0.0311521 | Time: 20622.1 ms [2022-03-28 03:30:32 main:574] : INFO : Epoch 1779 | loss: 0.031139 | val_loss: 0.0311509 | Time: 20708.4 ms [2022-03-28 03:30:53 main:574] : INFO : Epoch 1780 | loss: 0.0311416 | val_loss: 0.0311537 | Time: 20525.3 ms [2022-03-28 03:31:17 main:574] : INFO : Epoch 1781 | loss: 0.0311383 | val_loss: 0.0311595 | Time: 23556.5 ms [2022-03-28 03:31:39 main:574] : INFO : Epoch 1782 | loss: 0.0311425 | val_loss: 0.0311543 | Time: 22217.8 ms [2022-03-28 03:31:58 main:574] : INFO : Epoch 1783 | loss: 0.0311397 | val_loss: 0.0311525 | Time: 19512.1 ms [2022-03-28 03:32:20 main:574] : INFO : Epoch 1784 | loss: 0.0311344 | val_loss: 0.0311538 | Time: 21384.1 ms [2022-03-28 03:32:40 main:574] : INFO : Epoch 1785 | loss: 0.0311337 | val_loss: 0.0311549 | Time: 19650.5 ms [2022-03-28 03:32:59 main:574] : INFO : Epoch 1786 | loss: 0.0311327 | val_loss: 0.0311584 | Time: 19578.2 ms [2022-03-28 03:33:19 main:574] : INFO : Epoch 1787 | loss: 0.0311323 | val_loss: 0.0311536 | Time: 19994 ms [2022-03-28 03:33:40 main:574] : INFO : Epoch 1788 | loss: 0.0311375 | val_loss: 0.0311685 | Time: 20330 ms [2022-03-28 03:34:00 main:574] : INFO : Epoch 1789 | loss: 0.0311395 | val_loss: 0.0311579 | Time: 20594.4 ms [2022-03-28 03:34:21 main:574] : INFO : Epoch 1790 | loss: 0.0311371 | val_loss: 0.0311558 | Time: 20316.3 ms [2022-03-28 03:34:43 main:574] : INFO : Epoch 1791 | loss: 0.0311337 | val_loss: 0.0311618 | Time: 21782 ms [2022-03-28 03:35:02 main:574] : INFO : Epoch 1792 | loss: 0.031132 | val_loss: 0.0311559 | Time: 19425.6 ms [2022-03-28 03:35:24 main:574] : INFO : Epoch 1793 | loss: 0.0311323 | val_loss: 0.0311587 | Time: 21673.5 ms [2022-03-28 03:35:45 main:574] : INFO : Epoch 1794 | loss: 0.0311312 | val_loss: 0.0311583 | Time: 21128.1 ms [2022-03-28 03:36:08 main:574] : INFO : Epoch 1795 | loss: 0.0311289 | val_loss: 0.0311564 | Time: 22519.7 ms [2022-03-28 03:36:27 main:574] : INFO : Epoch 1796 | loss: 0.0311322 | val_loss: 0.0311539 | Time: 19428 ms [2022-03-28 03:36:49 main:574] : INFO : Epoch 1797 | loss: 0.0311292 | val_loss: 0.0311565 | Time: 21090.6 ms [2022-03-28 03:37:09 main:574] : INFO : Epoch 1798 | loss: 0.0311347 | val_loss: 0.031155 | Time: 20410.2 ms [2022-03-28 03:37:30 main:574] : INFO : Epoch 1799 | loss: 0.0311302 | val_loss: 0.0311534 | Time: 21011.3 ms [2022-03-28 03:38:03 main:574] : INFO : Epoch 1800 | loss: 0.0311322 | val_loss: 0.0311608 | Time: 32833.2 ms [2022-03-28 03:38:49 main:574] : INFO : Epoch 1801 | loss: 0.0311289 | val_loss: 0.0311539 | Time: 46081.1 ms [2022-03-28 03:39:09 main:574] : INFO : Epoch 1802 | loss: 0.0311269 | val_loss: 0.0311588 | Time: 19843.8 ms [2022-03-28 03:39:29 main:574] : INFO : Epoch 1803 | loss: 0.0311287 | val_loss: 0.0311534 | Time: 20069.9 ms [2022-03-28 03:39:54 main:574] : INFO : Epoch 1804 | loss: 0.0311364 | val_loss: 0.0311515 | Time: 24052 ms [2022-03-28 03:40:14 main:574] : INFO : Epoch 1805 | loss: 0.0311378 | val_loss: 0.0311504 | Time: 20312.5 ms [2022-03-28 03:40:38 main:574] : INFO : Epoch 1806 | loss: 0.0311362 | val_loss: 0.0311534 | Time: 23448.9 ms [2022-03-28 03:40:57 main:574] : INFO : Epoch 1807 | loss: 0.0311342 | val_loss: 0.0311501 | Time: 19050.2 ms [2022-03-28 03:41:19 main:574] : INFO : Epoch 1808 | loss: 0.0311329 | val_loss: 0.0311504 | Time: 21915.3 ms [2022-03-28 03:41:39 main:574] : INFO : Epoch 1809 | loss: 0.0311313 | val_loss: 0.031151 | Time: 19819.7 ms [2022-03-28 03:42:00 main:574] : INFO : Epoch 1810 | loss: 0.0311327 | val_loss: 0.0311493 | Time: 21087 ms [2022-03-28 03:42:19 main:574] : INFO : Epoch 1811 | loss: 0.0311337 | val_loss: 0.0311633 | Time: 19304.3 ms [2022-03-28 03:42:38 main:574] : INFO : Epoch 1812 | loss: 0.0311337 | val_loss: 0.031155 | Time: 18708.8 ms [2022-03-28 03:42:53 main:574] : INFO : Epoch 1813 | loss: 0.031132 | val_loss: 0.0311548 | Time: 15453.7 ms [2022-03-28 03:43:10 main:574] : INFO : Epoch 1814 | loss: 0.0311279 | val_loss: 0.0311505 | Time: 16132.3 ms [2022-03-28 03:43:26 main:574] : INFO : Epoch 1815 | loss: 0.0311273 | val_loss: 0.0311495 | Time: 16329.6 ms [2022-03-28 03:43:43 main:574] : INFO : Epoch 1816 | loss: 0.031131 | val_loss: 0.0311533 | Time: 16509.6 ms [2022-03-28 03:43:59 main:574] : INFO : Epoch 1817 | loss: 0.0311364 | val_loss: 0.0311536 | Time: 15918.1 ms [2022-03-28 03:44:17 main:574] : INFO : Epoch 1818 | loss: 0.0311335 | val_loss: 0.0311581 | Time: 17966.8 ms [2022-03-28 03:44:39 main:574] : INFO : Epoch 1819 | loss: 0.0311326 | val_loss: 0.0311558 | Time: 22445.9 ms [2022-03-28 03:44:57 main:574] : INFO : Epoch 1820 | loss: 0.031134 | val_loss: 0.0311577 | Time: 17292.1 ms [2022-03-28 03:45:12 main:574] : INFO : Epoch 1821 | loss: 0.0311352 | val_loss: 0.0311576 | Time: 15526.7 ms [2022-03-28 03:45:29 main:574] : INFO : Epoch 1822 | loss: 0.0311346 | val_loss: 0.0311566 | Time: 17092 ms [2022-03-28 03:45:46 main:574] : INFO : Epoch 1823 | loss: 0.0311345 | val_loss: 0.0311683 | Time: 16521.2 ms [2022-03-28 03:46:02 main:574] : INFO : Epoch 1824 | loss: 0.0311402 | val_loss: 0.0311613 | Time: 16420.6 ms [2022-03-28 03:46:19 main:574] : INFO : Epoch 1825 | loss: 0.0311367 | val_loss: 0.0311598 | Time: 16730.8 ms [2022-03-28 03:46:34 main:574] : INFO : Epoch 1826 | loss: 0.0311364 | val_loss: 0.0311611 | Time: 15075.7 ms [2022-03-28 03:46:51 main:574] : INFO : Epoch 1827 | loss: 0.0311367 | val_loss: 0.0311587 | Time: 16171.2 ms [2022-03-28 03:47:07 main:574] : INFO : Epoch 1828 | loss: 0.0311358 | val_loss: 0.0311553 | Time: 16551.5 ms [2022-03-28 03:47:24 main:574] : INFO : Epoch 1829 | loss: 0.0311338 | val_loss: 0.0311541 | Time: 16282.9 ms [2022-03-28 03:47:40 main:574] : INFO : Epoch 1830 | loss: 0.0311321 | val_loss: 0.0311558 | Time: 16126.3 ms [2022-03-28 03:47:55 main:574] : INFO : Epoch 1831 | loss: 0.0311296 | val_loss: 0.0311558 | Time: 15372.4 ms [2022-03-28 03:48:12 main:574] : INFO : Epoch 1832 | loss: 0.0311315 | val_loss: 0.031153 | Time: 16647.1 ms [2022-03-28 03:48:29 main:574] : INFO : Epoch 1833 | loss: 0.0311333 | val_loss: 0.0311589 | Time: 16287.7 ms [2022-03-28 03:48:44 main:574] : INFO : Epoch 1834 | loss: 0.0311312 | val_loss: 0.031162 | Time: 15046 ms [2022-03-28 03:48:58 main:574] : INFO : Epoch 1835 | loss: 0.0311294 | val_loss: 0.0311562 | Time: 14267.7 ms [2022-03-28 03:49:12 main:574] : INFO : Epoch 1836 | loss: 0.0311289 | val_loss: 0.0311536 | Time: 13723.2 ms [2022-03-28 03:49:27 main:574] : INFO : Epoch 1837 | loss: 0.0311293 | val_loss: 0.0311549 | Time: 14637.8 ms [2022-03-28 03:49:41 main:574] : INFO : Epoch 1838 | loss: 0.0311307 | val_loss: 0.0311542 | Time: 14386.1 ms [2022-03-28 03:49:55 main:574] : INFO : Epoch 1839 | loss: 0.0311301 | val_loss: 0.0311578 | Time: 13323.3 ms [2022-03-28 03:50:09 main:574] : INFO : Epoch 1840 | loss: 0.0311318 | val_loss: 0.0311536 | Time: 14254.1 ms [2022-03-28 03:50:23 main:574] : INFO : Epoch 1841 | loss: 0.0311286 | val_loss: 0.0311524 | Time: 14462.7 ms [2022-03-28 03:50:36 main:574] : INFO : Epoch 1842 | loss: 0.0311307 | val_loss: 0.0311573 | Time: 12967.9 ms [2022-03-28 03:50:51 main:574] : INFO : Epoch 1843 | loss: 0.0311288 | val_loss: 0.0311516 | Time: 14606.5 ms [2022-03-28 03:51:06 main:574] : INFO : Epoch 1844 | loss: 0.0311305 | val_loss: 0.031155 | Time: 14752.5 ms [2022-03-28 03:51:20 main:574] : INFO : Epoch 1845 | loss: 0.0311303 | val_loss: 0.0311528 | Time: 14273.6 ms [2022-03-28 03:51:34 main:574] : INFO : Epoch 1846 | loss: 0.0311322 | val_loss: 0.0311637 | Time: 13396.7 ms [2022-03-28 03:51:48 main:574] : INFO : Epoch 1847 | loss: 0.0311314 | val_loss: 0.0311554 | Time: 14552.3 ms [2022-03-28 03:52:03 main:574] : INFO : Epoch 1848 | loss: 0.0311284 | val_loss: 0.0311529 | Time: 14221.8 ms [2022-03-28 03:52:17 main:574] : INFO : Epoch 1849 | loss: 0.0311305 | val_loss: 0.0311672 | Time: 13934.7 ms [2022-03-28 03:52:31 main:574] : INFO : Epoch 1850 | loss: 0.0311704 | val_loss: 0.0313872 | Time: 14067.2 ms [2022-03-28 03:52:45 main:574] : INFO : Epoch 1851 | loss: 0.0313679 | val_loss: 0.0314942 | Time: 14444.3 ms [2022-03-28 03:52:59 main:574] : INFO : Epoch 1852 | loss: 0.0312325 | val_loss: 0.0311906 | Time: 13928.4 ms [2022-03-28 03:53:13 main:574] : INFO : Epoch 1853 | loss: 0.0311467 | val_loss: 0.0311681 | Time: 14030 ms [2022-03-28 03:53:28 main:574] : INFO : Epoch 1854 | loss: 0.0311324 | val_loss: 0.0311567 | Time: 14491.5 ms [2022-03-28 03:53:42 main:574] : INFO : Epoch 1855 | loss: 0.0311283 | val_loss: 0.0311588 | Time: 14329.5 ms [2022-03-28 03:53:57 main:574] : INFO : Epoch 1856 | loss: 0.0311266 | val_loss: 0.0311527 | Time: 14357.4 ms [2022-03-28 03:54:11 main:574] : INFO : Epoch 1857 | loss: 0.0311307 | val_loss: 0.0311569 | Time: 13648.6 ms [2022-03-28 03:54:25 main:574] : INFO : Epoch 1858 | loss: 0.031141 | val_loss: 0.0311629 | Time: 14371 ms [2022-03-28 03:54:39 main:574] : INFO : Epoch 1859 | loss: 0.0311343 | val_loss: 0.0311506 | Time: 14368 ms [2022-03-28 03:54:54 main:574] : INFO : Epoch 1860 | loss: 0.0311305 | val_loss: 0.0311563 | Time: 14576.2 ms [2022-03-28 03:55:08 main:574] : INFO : Epoch 1861 | loss: 0.0311263 | val_loss: 0.0311561 | Time: 14171.8 ms [2022-03-28 03:55:23 main:574] : INFO : Epoch 1862 | loss: 0.0311283 | val_loss: 0.0311501 | Time: 14297.2 ms [2022-03-28 03:55:37 main:574] : INFO : Epoch 1863 | loss: 0.0311297 | val_loss: 0.0311543 | Time: 14277.6 ms [2022-03-28 03:55:52 main:574] : INFO : Epoch 1864 | loss: 0.0311278 | val_loss: 0.0311484 | Time: 14409.2 ms [2022-03-28 03:56:06 main:574] : INFO : Epoch 1865 | loss: 0.0311258 | val_loss: 0.0311532 | Time: 14539.7 ms [2022-03-28 03:56:20 main:574] : INFO : Epoch 1866 | loss: 0.0311254 | val_loss: 0.031152 | Time: 14179.2 ms [2022-03-28 03:56:34 main:574] : INFO : Epoch 1867 | loss: 0.0311245 | val_loss: 0.0311552 | Time: 13515 ms [2022-03-28 03:56:49 main:574] : INFO : Epoch 1868 | loss: 0.0311223 | val_loss: 0.0311524 | Time: 14531.4 ms [2022-03-28 03:57:03 main:574] : INFO : Epoch 1869 | loss: 0.0311238 | val_loss: 0.0311484 | Time: 14414.3 ms [2022-03-28 03:57:17 main:574] : INFO : Epoch 1870 | loss: 0.0311256 | val_loss: 0.0311493 | Time: 13966.7 ms [2022-03-28 03:57:31 main:574] : INFO : Epoch 1871 | loss: 0.0311234 | val_loss: 0.0311546 | Time: 14162.6 ms [2022-03-28 03:57:46 main:574] : INFO : Epoch 1872 | loss: 0.0311278 | val_loss: 0.031157 | Time: 14311.7 ms [2022-03-28 03:58:00 main:574] : INFO : Epoch 1873 | loss: 0.031126 | val_loss: 0.0311485 | Time: 13868.6 ms [2022-03-28 03:58:15 main:574] : INFO : Epoch 1874 | loss: 0.0311242 | val_loss: 0.0311479 | Time: 14983.9 ms [2022-03-28 03:58:29 main:574] : INFO : Epoch 1875 | loss: 0.0311223 | val_loss: 0.0311462 | Time: 14298.1 ms [2022-03-28 03:58:44 main:574] : INFO : Epoch 1876 | loss: 0.0311207 | val_loss: 0.0311463 | Time: 14426.6 ms [2022-03-28 03:58:59 main:574] : INFO : Epoch 1877 | loss: 0.0311231 | val_loss: 0.0311487 | Time: 15232.4 ms [2022-03-28 03:59:14 main:574] : INFO : Epoch 1878 | loss: 0.0311251 | val_loss: 0.0311516 | Time: 14531.8 ms [2022-03-28 03:59:28 main:574] : INFO : Epoch 1879 | loss: 0.0311257 | val_loss: 0.03115 | Time: 13797.7 ms [2022-03-28 03:59:42 main:574] : INFO : Epoch 1880 | loss: 0.0311238 | val_loss: 0.0311476 | Time: 14240.2 ms [2022-03-28 03:59:56 main:574] : INFO : Epoch 1881 | loss: 0.0311232 | val_loss: 0.0311465 | Time: 14398 ms [2022-03-28 04:00:11 main:574] : INFO : Epoch 1882 | loss: 0.0311333 | val_loss: 0.0311501 | Time: 14290.7 ms [2022-03-28 04:00:24 main:574] : INFO : Epoch 1883 | loss: 0.031137 | val_loss: 0.0311451 | Time: 13515.4 ms [2022-03-28 04:00:46 main:574] : INFO : Epoch 1884 | loss: 0.0311343 | val_loss: 0.031145 | Time: 21819.1 ms [2022-03-28 04:01:05 main:574] : INFO : Epoch 1885 | loss: 0.0311292 | val_loss: 0.0311464 | Time: 18908.6 ms [2022-03-28 04:01:26 main:574] : INFO : Epoch 1886 | loss: 0.0311274 | val_loss: 0.0311466 | Time: 20518.7 ms [2022-03-28 04:01:45 main:574] : INFO : Epoch 1887 | loss: 0.0311261 | val_loss: 0.0311472 | Time: 18712.5 ms [2022-03-28 04:02:04 main:574] : INFO : Epoch 1888 | loss: 0.0311265 | val_loss: 0.0311429 | Time: 19190.8 ms [2022-03-28 04:02:24 main:574] : INFO : Epoch 1889 | loss: 0.0311248 | val_loss: 0.0311454 | Time: 19577.5 ms [2022-03-28 04:02:43 main:574] : INFO : Epoch 1890 | loss: 0.0311232 | val_loss: 0.031148 | Time: 19202 ms [2022-03-28 04:03:03 main:574] : INFO : Epoch 1891 | loss: 0.0311224 | val_loss: 0.0311439 | Time: 19692.3 ms [2022-03-28 04:03:21 main:574] : INFO : Epoch 1892 | loss: 0.0311248 | val_loss: 0.0311512 | Time: 17932.4 ms [2022-03-28 04:03:41 main:574] : INFO : Epoch 1893 | loss: 0.0311223 | val_loss: 0.0311457 | Time: 19507.2 ms [2022-03-28 04:04:00 main:574] : INFO : Epoch 1894 | loss: 0.031122 | val_loss: 0.0311471 | Time: 18733.9 ms [2022-03-28 04:04:18 main:574] : INFO : Epoch 1895 | loss: 0.0311204 | val_loss: 0.0311443 | Time: 18540.6 ms [2022-03-28 04:04:37 main:574] : INFO : Epoch 1896 | loss: 0.031121 | val_loss: 0.0311432 | Time: 18462.6 ms [2022-03-28 04:04:55 main:574] : INFO : Epoch 1897 | loss: 0.0311195 | val_loss: 0.0311415 | Time: 18476 ms [2022-03-28 04:05:14 main:574] : INFO : Epoch 1898 | loss: 0.0311194 | val_loss: 0.0311468 | Time: 18915.3 ms [2022-03-28 04:05:33 main:574] : INFO : Epoch 1899 | loss: 0.0311175 | val_loss: 0.0311465 | Time: 18540.9 ms [2022-03-28 04:05:53 main:574] : INFO : Epoch 1900 | loss: 0.031121 | val_loss: 0.0311468 | Time: 19558.9 ms [2022-03-28 04:06:11 main:574] : INFO : Epoch 1901 | loss: 0.0311197 | val_loss: 0.0311427 | Time: 17703 ms [2022-03-28 04:06:30 main:574] : INFO : Epoch 1902 | loss: 0.0311163 | val_loss: 0.0311478 | Time: 19302.3 ms [2022-03-28 04:06:49 main:574] : INFO : Epoch 1903 | loss: 0.0311188 | val_loss: 0.0311498 | Time: 19037.2 ms [2022-03-28 04:07:09 main:574] : INFO : Epoch 1904 | loss: 0.0311171 | val_loss: 0.031146 | Time: 19650.9 ms [2022-03-28 04:07:27 main:574] : INFO : Epoch 1905 | loss: 0.031119 | val_loss: 0.0311491 | Time: 18009.8 ms [2022-03-28 04:07:46 main:574] : INFO : Epoch 1906 | loss: 0.0311183 | val_loss: 0.0311469 | Time: 18548.7 ms [2022-03-28 04:08:05 main:574] : INFO : Epoch 1907 | loss: 0.0311179 | val_loss: 0.0311555 | Time: 19303.9 ms [2022-03-28 04:08:24 main:574] : INFO : Epoch 1908 | loss: 0.0311227 | val_loss: 0.0311482 | Time: 18511.9 ms [2022-03-28 04:08:44 main:574] : INFO : Epoch 1909 | loss: 0.0311184 | val_loss: 0.0311489 | Time: 19662.6 ms [2022-03-28 04:09:02 main:574] : INFO : Epoch 1910 | loss: 0.0311173 | val_loss: 0.0311539 | Time: 18168.7 ms [2022-03-28 04:09:21 main:574] : INFO : Epoch 1911 | loss: 0.0311183 | val_loss: 0.0311451 | Time: 18696.6 ms [2022-03-28 04:09:40 main:574] : INFO : Epoch 1912 | loss: 0.031118 | val_loss: 0.031149 | Time: 19627.9 ms [2022-03-28 04:10:02 main:574] : INFO : Epoch 1913 | loss: 0.0311158 | val_loss: 0.0311495 | Time: 21585.6 ms [2022-03-28 04:10:35 main:574] : INFO : Epoch 1914 | loss: 0.031116 | val_loss: 0.0311457 | Time: 32690.3 ms [2022-03-28 04:10:55 main:574] : INFO : Epoch 1915 | loss: 0.0311129 | val_loss: 0.031147 | Time: 20245.4 ms [2022-03-28 04:11:27 main:574] : INFO : Epoch 1916 | loss: 0.031115 | val_loss: 0.0311529 | Time: 31496.1 ms [2022-03-28 04:11:45 main:574] : INFO : Epoch 1917 | loss: 0.0311262 | val_loss: 0.0311596 | Time: 18151.6 ms [2022-03-28 04:12:04 main:574] : INFO : Epoch 1918 | loss: 0.0311249 | val_loss: 0.0311567 | Time: 19101.9 ms [2022-03-28 04:12:24 main:574] : INFO : Epoch 1919 | loss: 0.0311233 | val_loss: 0.0311589 | Time: 19348.4 ms [2022-03-28 04:12:41 main:574] : INFO : Epoch 1920 | loss: 0.0311224 | val_loss: 0.0311541 | Time: 17149.7 ms [2022-03-28 04:13:01 main:574] : INFO : Epoch 1921 | loss: 0.0311239 | val_loss: 0.0311496 | Time: 19794.8 ms [2022-03-28 04:13:19 main:574] : INFO : Epoch 1922 | loss: 0.031123 | val_loss: 0.0311523 | Time: 17662.8 ms [2022-03-28 04:13:36 main:574] : INFO : Epoch 1923 | loss: 0.0311249 | val_loss: 0.0311689 | Time: 17531.4 ms [2022-03-28 04:13:55 main:574] : INFO : Epoch 1924 | loss: 0.0311272 | val_loss: 0.031148 | Time: 19043.4 ms [2022-03-28 04:14:16 main:574] : INFO : Epoch 1925 | loss: 0.031118 | val_loss: 0.0311472 | Time: 19924.8 ms [2022-03-28 04:14:35 main:574] : INFO : Epoch 1926 | loss: 0.0311139 | val_loss: 0.0311529 | Time: 19635.7 ms [2022-03-28 04:14:54 main:574] : INFO : Epoch 1927 | loss: 0.0311156 | val_loss: 0.0311482 | Time: 18684.6 ms [2022-03-28 04:15:12 main:574] : INFO : Epoch 1928 | loss: 0.0311186 | val_loss: 0.03115 | Time: 18139.1 ms [2022-03-28 04:15:31 main:574] : INFO : Epoch 1929 | loss: 0.0311143 | val_loss: 0.0311547 | Time: 18488.9 ms [2022-03-28 04:15:51 main:574] : INFO : Epoch 1930 | loss: 0.0311113 | val_loss: 0.0311476 | Time: 19279.9 ms [2022-03-28 04:16:11 main:574] : INFO : Epoch 1931 | loss: 0.0311095 | val_loss: 0.0311483 | Time: 19993.7 ms [2022-03-28 04:16:27 main:574] : INFO : Epoch 1932 | loss: 0.0311082 | val_loss: 0.0311461 | Time: 16342.7 ms [2022-03-28 04:16:45 main:574] : INFO : Epoch 1933 | loss: 0.0311126 | val_loss: 0.0311523 | Time: 18025.7 ms [2022-03-28 04:17:04 main:574] : INFO : Epoch 1934 | loss: 0.0311135 | val_loss: 0.0311584 | Time: 18090 ms [2022-03-28 04:17:23 main:574] : INFO : Epoch 1935 | loss: 0.0311121 | val_loss: 0.0311465 | Time: 18861.6 ms [2022-03-28 04:17:42 main:574] : INFO : Epoch 1936 | loss: 0.0311105 | val_loss: 0.0311497 | Time: 19069.7 ms [2022-03-28 04:18:00 main:574] : INFO : Epoch 1937 | loss: 0.0311097 | val_loss: 0.0311501 | Time: 18683.1 ms [2022-03-28 04:18:19 main:574] : INFO : Epoch 1938 | loss: 0.0311111 | val_loss: 0.0311531 | Time: 18741.1 ms [2022-03-28 04:18:38 main:574] : INFO : Epoch 1939 | loss: 0.0311106 | val_loss: 0.0311552 | Time: 18868.7 ms [2022-03-28 04:18:57 main:574] : INFO : Epoch 1940 | loss: 0.0311118 | val_loss: 0.0311556 | Time: 18267 ms [2022-03-28 04:19:16 main:574] : INFO : Epoch 1941 | loss: 0.0311177 | val_loss: 0.0311531 | Time: 18845.7 ms [2022-03-28 04:19:34 main:574] : INFO : Epoch 1942 | loss: 0.0311189 | val_loss: 0.0311496 | Time: 18540.8 ms [2022-03-28 04:19:53 main:574] : INFO : Epoch 1943 | loss: 0.0311186 | val_loss: 0.031149 | Time: 19098.5 ms [2022-03-28 04:20:12 main:574] : INFO : Epoch 1944 | loss: 0.0311273 | val_loss: 0.0311585 | Time: 18775.5 ms [2022-03-28 04:20:31 main:574] : INFO : Epoch 1945 | loss: 0.0311304 | val_loss: 0.0311546 | Time: 18645.7 ms [2022-03-28 04:20:49 main:574] : INFO : Epoch 1946 | loss: 0.0311256 | val_loss: 0.0311537 | Time: 17958.6 ms [2022-03-28 04:21:08 main:574] : INFO : Epoch 1947 | loss: 0.0311207 | val_loss: 0.0311485 | Time: 18664.4 ms [2022-03-28 04:21:27 main:574] : INFO : Epoch 1948 | loss: 0.0311209 | val_loss: 0.0311547 | Time: 19269.6 ms [2022-03-28 04:21:46 main:574] : INFO : Epoch 1949 | loss: 0.0311168 | val_loss: 0.0311458 | Time: 18654 ms [2022-03-28 04:22:05 main:574] : INFO : Epoch 1950 | loss: 0.0311143 | val_loss: 0.0311413 | Time: 18909.3 ms [2022-03-28 04:22:24 main:574] : INFO : Epoch 1951 | loss: 0.0311168 | val_loss: 0.0311592 | Time: 18760.5 ms [2022-03-28 04:22:42 main:574] : INFO : Epoch 1952 | loss: 0.0311239 | val_loss: 0.031144 | Time: 17732.2 ms [2022-03-28 04:23:02 main:574] : INFO : Epoch 1953 | loss: 0.0311168 | val_loss: 0.0311459 | Time: 20006.3 ms [2022-03-28 04:23:21 main:574] : INFO : Epoch 1954 | loss: 0.0311144 | val_loss: 0.0311401 | Time: 19073.2 ms [2022-03-28 04:23:40 main:574] : INFO : Epoch 1955 | loss: 0.0311122 | val_loss: 0.031143 | Time: 18550.3 ms [2022-03-28 04:23:59 main:574] : INFO : Epoch 1956 | loss: 0.0311116 | val_loss: 0.031147 | Time: 19389.6 ms [2022-03-28 04:24:18 main:574] : INFO : Epoch 1957 | loss: 0.0311099 | val_loss: 0.0311435 | Time: 18992.8 ms [2022-03-28 04:24:37 main:574] : INFO : Epoch 1958 | loss: 0.0311078 | val_loss: 0.031149 | Time: 18206.2 ms [2022-03-28 04:24:55 main:574] : INFO : Epoch 1959 | loss: 0.0311092 | val_loss: 0.0311535 | Time: 18318.9 ms [2022-03-28 04:25:13 main:574] : INFO : Epoch 1960 | loss: 0.0311177 | val_loss: 0.0311474 | Time: 17577.9 ms [2022-03-28 04:25:32 main:574] : INFO : Epoch 1961 | loss: 0.0311219 | val_loss: 0.0311629 | Time: 19056.8 ms [2022-03-28 04:25:51 main:574] : INFO : Epoch 1962 | loss: 0.0311177 | val_loss: 0.031146 | Time: 19446.7 ms [2022-03-28 04:26:10 main:574] : INFO : Epoch 1963 | loss: 0.031113 | val_loss: 0.0311502 | Time: 17990.4 ms [2022-03-28 04:26:28 main:574] : INFO : Epoch 1964 | loss: 0.0311136 | val_loss: 0.0311451 | Time: 18750.9 ms [2022-03-28 04:26:47 main:574] : INFO : Epoch 1965 | loss: 0.0311162 | val_loss: 0.0311549 | Time: 18493.6 ms [2022-03-28 04:27:06 main:574] : INFO : Epoch 1966 | loss: 0.0311137 | val_loss: 0.0311486 | Time: 18881.2 ms [2022-03-28 04:27:26 main:574] : INFO : Epoch 1967 | loss: 0.0311141 | val_loss: 0.0311571 | Time: 19762.5 ms [2022-03-28 04:27:44 main:574] : INFO : Epoch 1968 | loss: 0.0311313 | val_loss: 0.031157 | Time: 17919 ms [2022-03-28 04:28:03 main:574] : INFO : Epoch 1969 | loss: 0.0311251 | val_loss: 0.0311516 | Time: 18519.6 ms [2022-03-28 04:28:21 main:574] : INFO : Epoch 1970 | loss: 0.0311161 | val_loss: 0.0311464 | Time: 18669.6 ms [2022-03-28 04:28:40 main:574] : INFO : Epoch 1971 | loss: 0.0311136 | val_loss: 0.0311501 | Time: 18074.4 ms [2022-03-28 04:29:00 main:574] : INFO : Epoch 1972 | loss: 0.0311133 | val_loss: 0.0311554 | Time: 20617.3 ms [2022-03-28 04:29:18 main:574] : INFO : Epoch 1973 | loss: 0.0311123 | val_loss: 0.0311496 | Time: 17308.9 ms [2022-03-28 04:29:35 main:574] : INFO : Epoch 1974 | loss: 0.0311095 | val_loss: 0.0311552 | Time: 17231.8 ms [2022-03-28 04:29:53 main:574] : INFO : Epoch 1975 | loss: 0.0311094 | val_loss: 0.0311555 | Time: 18063.8 ms [2022-03-28 04:30:12 main:574] : INFO : Epoch 1976 | loss: 0.0311091 | val_loss: 0.0311509 | Time: 18383.1 ms [2022-03-28 04:30:30 main:574] : INFO : Epoch 1977 | loss: 0.0311081 | val_loss: 0.0311514 | Time: 18065 ms [2022-03-28 04:30:49 main:574] : INFO : Epoch 1978 | loss: 0.0311061 | val_loss: 0.0311578 | Time: 18625 ms [2022-03-28 04:31:07 main:574] : INFO : Epoch 1979 | loss: 0.0311089 | val_loss: 0.0311566 | Time: 18381 ms [2022-03-28 04:31:24 main:574] : INFO : Epoch 1980 | loss: 0.0311094 | val_loss: 0.0311496 | Time: 16417.9 ms [2022-03-28 04:31:43 main:574] : INFO : Epoch 1981 | loss: 0.0311158 | val_loss: 0.0311481 | Time: 18808.8 ms [2022-03-28 04:32:01 main:574] : INFO : Epoch 1982 | loss: 0.0311224 | val_loss: 0.0311506 | Time: 18458.7 ms [2022-03-28 04:32:20 main:574] : INFO : Epoch 1983 | loss: 0.0311189 | val_loss: 0.031147 | Time: 18775 ms [2022-03-28 04:32:38 main:574] : INFO : Epoch 1984 | loss: 0.0311157 | val_loss: 0.0311477 | Time: 17562.3 ms [2022-03-28 04:32:56 main:574] : INFO : Epoch 1985 | loss: 0.0311132 | val_loss: 0.0311473 | Time: 17983.2 ms [2022-03-28 04:33:13 main:574] : INFO : Epoch 1986 | loss: 0.0311187 | val_loss: 0.0311529 | Time: 17280 ms [2022-03-28 04:33:32 main:574] : INFO : Epoch 1987 | loss: 0.0311145 | val_loss: 0.0311506 | Time: 18539.3 ms [2022-03-28 04:33:51 main:574] : INFO : Epoch 1988 | loss: 0.0311127 | val_loss: 0.031144 | Time: 18717.5 ms [2022-03-28 04:34:10 main:574] : INFO : Epoch 1989 | loss: 0.0311108 | val_loss: 0.0311523 | Time: 18986.9 ms [2022-03-28 04:34:29 main:574] : INFO : Epoch 1990 | loss: 0.0311103 | val_loss: 0.0311552 | Time: 18754.6 ms [2022-03-28 04:34:47 main:574] : INFO : Epoch 1991 | loss: 0.0311106 | val_loss: 0.0311514 | Time: 18603 ms [2022-03-28 04:35:05 main:574] : INFO : Epoch 1992 | loss: 0.0311106 | val_loss: 0.0311484 | Time: 17368.1 ms [2022-03-28 04:35:24 main:574] : INFO : Epoch 1993 | loss: 0.0311107 | val_loss: 0.0311472 | Time: 18759.2 ms [2022-03-28 04:35:41 main:574] : INFO : Epoch 1994 | loss: 0.0311115 | val_loss: 0.0311457 | Time: 16962.4 ms [2022-03-28 04:36:00 main:574] : INFO : Epoch 1995 | loss: 0.0311142 | val_loss: 0.0311456 | Time: 19201.2 ms [2022-03-28 04:36:20 main:574] : INFO : Epoch 1996 | loss: 0.0311098 | val_loss: 0.0311516 | Time: 19703 ms [2022-03-28 04:36:39 main:574] : INFO : Epoch 1997 | loss: 0.031113 | val_loss: 0.0311498 | Time: 18786.4 ms [2022-03-28 04:36:56 main:574] : INFO : Epoch 1998 | loss: 0.0311095 | val_loss: 0.0311518 | Time: 17558.4 ms [2022-03-28 04:37:15 main:574] : INFO : Epoch 1999 | loss: 0.0311088 | val_loss: 0.0311474 | Time: 18288 ms [2022-03-28 04:37:34 main:574] : INFO : Epoch 2000 | loss: 0.0311087 | val_loss: 0.0311527 | Time: 18687.7 ms [2022-03-28 04:37:53 main:574] : INFO : Epoch 2001 | loss: 0.0311126 | val_loss: 0.0311549 | Time: 19500 ms [2022-03-28 04:38:11 main:574] : INFO : Epoch 2002 | loss: 0.0311128 | val_loss: 0.031152 | Time: 18231.6 ms [2022-03-28 04:38:29 main:574] : INFO : Epoch 2003 | loss: 0.0311104 | val_loss: 0.0311484 | Time: 17304.2 ms [2022-03-28 04:38:54 main:574] : INFO : Epoch 2004 | loss: 0.0311116 | val_loss: 0.0311629 | Time: 25601 ms [2022-03-28 04:39:25 main:574] : INFO : Epoch 2005 | loss: 0.0311115 | val_loss: 0.0311545 | Time: 30731.3 ms [2022-03-28 04:39:51 main:574] : INFO : Epoch 2006 | loss: 0.0311092 | val_loss: 0.0311543 | Time: 25186.5 ms [2022-03-28 04:40:10 main:574] : INFO : Epoch 2007 | loss: 0.0311163 | val_loss: 0.0311511 | Time: 19551.9 ms [2022-03-28 04:40:28 main:574] : INFO : Epoch 2008 | loss: 0.0311171 | val_loss: 0.0311579 | Time: 17463.3 ms [2022-03-28 04:40:48 main:574] : INFO : Epoch 2009 | loss: 0.0311166 | val_loss: 0.0311509 | Time: 20386.7 ms [2022-03-28 04:41:06 main:574] : INFO : Epoch 2010 | loss: 0.0311235 | val_loss: 0.0311576 | Time: 17854.8 ms [2022-03-28 04:41:24 main:574] : INFO : Epoch 2011 | loss: 0.0311421 | val_loss: 0.0311518 | Time: 17641.2 ms [2022-03-28 04:41:41 main:574] : INFO : Epoch 2012 | loss: 0.0311377 | val_loss: 0.0311478 | Time: 17099.5 ms [2022-03-28 04:42:00 main:574] : INFO : Epoch 2013 | loss: 0.0311336 | val_loss: 0.0311529 | Time: 19346.9 ms [2022-03-28 04:42:20 main:574] : INFO : Epoch 2014 | loss: 0.0311348 | val_loss: 0.0311492 | Time: 19845.9 ms [2022-03-28 04:42:40 main:574] : INFO : Epoch 2015 | loss: 0.0311257 | val_loss: 0.0311481 | Time: 19952.2 ms [2022-03-28 04:42:59 main:574] : INFO : Epoch 2016 | loss: 0.0311226 | val_loss: 0.0311445 | Time: 18910.1 ms [2022-03-28 04:43:19 main:574] : INFO : Epoch 2017 | loss: 0.0311237 | val_loss: 0.0311537 | Time: 19520.9 ms [2022-03-28 04:43:38 main:574] : INFO : Epoch 2018 | loss: 0.0311258 | val_loss: 0.0311466 | Time: 19334.7 ms [2022-03-28 04:43:58 main:574] : INFO : Epoch 2019 | loss: 0.0311196 | val_loss: 0.031143 | Time: 20040.1 ms [2022-03-28 04:44:25 main:574] : INFO : Epoch 2020 | loss: 0.031117 | val_loss: 0.0311472 | Time: 26230.1 ms [2022-03-28 04:44:53 main:574] : INFO : Epoch 2021 | loss: 0.0311192 | val_loss: 0.0311416 | Time: 28741.2 ms [2022-03-28 04:45:30 main:574] : INFO : Epoch 2022 | loss: 0.0311148 | val_loss: 0.0311425 | Time: 36227.1 ms [2022-03-28 04:46:01 main:574] : INFO : Epoch 2023 | loss: 0.031113 | val_loss: 0.0311442 | Time: 31307 ms [2022-03-28 04:46:27 main:574] : INFO : Epoch 2024 | loss: 0.0311157 | val_loss: 0.0311462 | Time: 26150 ms [2022-03-28 04:46:56 main:574] : INFO : Epoch 2025 | loss: 0.0311217 | val_loss: 0.0311388 | Time: 28666.4 ms [2022-03-28 04:47:25 main:574] : INFO : Epoch 2026 | loss: 0.0311234 | val_loss: 0.0311494 | Time: 28895.2 ms [2022-03-28 04:47:54 main:574] : INFO : Epoch 2027 | loss: 0.0311176 | val_loss: 0.0311429 | Time: 29003 ms [2022-03-28 04:48:23 main:574] : INFO : Epoch 2028 | loss: 0.0311149 | val_loss: 0.0311414 | Time: 28680.3 ms [2022-03-28 04:48:48 main:574] : INFO : Epoch 2029 | loss: 0.0311131 | val_loss: 0.0311455 | Time: 25292.6 ms [2022-03-28 04:49:17 main:574] : INFO : Epoch 2030 | loss: 0.0311181 | val_loss: 0.0311497 | Time: 28305.8 ms [2022-03-28 04:49:44 main:574] : INFO : Epoch 2031 | loss: 0.0311154 | val_loss: 0.0311507 | Time: 27744.2 ms [2022-03-28 04:50:12 main:574] : INFO : Epoch 2032 | loss: 0.0311161 | val_loss: 0.0311439 | Time: 28085.5 ms [2022-03-28 04:50:38 main:574] : INFO : Epoch 2033 | loss: 0.0311144 | val_loss: 0.0311468 | Time: 25847.6 ms [2022-03-28 04:51:07 main:574] : INFO : Epoch 2034 | loss: 0.0311137 | val_loss: 0.0311449 | Time: 28147.5 ms [2022-03-28 04:51:35 main:574] : INFO : Epoch 2035 | loss: 0.0311152 | val_loss: 0.0311466 | Time: 27899.9 ms [2022-03-28 04:52:02 main:574] : INFO : Epoch 2036 | loss: 0.0311132 | val_loss: 0.0311466 | Time: 27455.8 ms [2022-03-28 04:52:35 main:574] : INFO : Epoch 2037 | loss: 0.0311143 | val_loss: 0.0311438 | Time: 32507.3 ms [2022-03-28 04:53:01 main:574] : INFO : Epoch 2038 | loss: 0.0311144 | val_loss: 0.0311492 | Time: 26636.1 ms [2022-03-28 04:53:31 main:574] : INFO : Epoch 2039 | loss: 0.0311226 | val_loss: 0.0311515 | Time: 29454.6 ms [2022-03-28 04:53:57 main:574] : INFO : Epoch 2040 | loss: 0.0311189 | val_loss: 0.0311547 | Time: 25602.5 ms [2022-03-28 04:54:24 main:574] : INFO : Epoch 2041 | loss: 0.031117 | val_loss: 0.0311471 | Time: 27500.8 ms [2022-03-28 04:54:51 main:574] : INFO : Epoch 2042 | loss: 0.031116 | val_loss: 0.0311432 | Time: 26769.8 ms [2022-03-28 04:55:17 main:574] : INFO : Epoch 2043 | loss: 0.0311133 | val_loss: 0.0311453 | Time: 26472.5 ms [2022-03-28 04:55:48 main:574] : INFO : Epoch 2044 | loss: 0.0311154 | val_loss: 0.03115 | Time: 30044.2 ms [2022-03-28 04:56:17 main:574] : INFO : Epoch 2045 | loss: 0.0311149 | val_loss: 0.0311468 | Time: 29404.2 ms [2022-03-28 04:56:45 main:574] : INFO : Epoch 2046 | loss: 0.0311112 | val_loss: 0.0311537 | Time: 28158.2 ms [2022-03-28 04:57:13 main:574] : INFO : Epoch 2047 | loss: 0.0311118 | val_loss: 0.0311581 | Time: 27686.4 ms [2022-03-28 04:57:38 main:574] : INFO : Epoch 2048 | loss: 0.0311084 | val_loss: 0.0311555 | Time: 25395.8 ms [2022-03-28 04:57:38 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311555 [2022-03-28 04:57:39 main:603] : INFO : Saving end state to config to file [2022-03-28 04:57:39 main:608] : INFO : Success, exiting.. 04:57:39 (16676): 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)