Task 14377733
| Name | ParityModified-1647047347-16945-3-0_0 |
| Workunit | 11423569 |
| Created | 5 Apr 2022, 8:55:13 UTC |
| Sent | 9 Apr 2022, 20:58:08 UTC |
| Report deadline | 17 Apr 2022, 20:58:08 UTC |
| Received | 12 Apr 2022, 16:45:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21318 |
| Run time | 7 hours 21 min 37 sec |
| CPU time | 6 hours 11 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,051.31 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> oss: 0.0311703 | Time: 15228.4 ms [2022-04-11 22:06:13 main:574] : INFO : Epoch 1576 | loss: 0.0311591 | val_loss: 0.0311702 | Time: 19545.5 ms [2022-04-11 22:06:29 main:574] : INFO : Epoch 1577 | loss: 0.0311587 | val_loss: 0.0311708 | Time: 15814.5 ms [2022-04-11 22:06:43 main:574] : INFO : Epoch 1578 | loss: 0.0311567 | val_loss: 0.0311686 | Time: 13512.7 ms [2022-04-11 22:06:56 main:574] : INFO : Epoch 1579 | loss: 0.0311552 | val_loss: 0.0311675 | Time: 13613.7 ms [2022-04-11 22:07:10 main:574] : INFO : Epoch 1580 | loss: 0.031153 | val_loss: 0.0311713 | Time: 13203.7 ms [2022-04-11 22:07:23 main:574] : INFO : Epoch 1581 | loss: 0.0311533 | val_loss: 0.031174 | Time: 13589 ms [2022-04-11 22:07:36 main:574] : INFO : Epoch 1582 | loss: 0.0311519 | val_loss: 0.0311728 | Time: 12426.7 ms [2022-04-11 22:07:48 main:574] : INFO : Epoch 1583 | loss: 0.031155 | val_loss: 0.03117 | Time: 12330.3 ms [2022-04-11 22:08:01 main:574] : INFO : Epoch 1584 | loss: 0.0311549 | val_loss: 0.0311721 | Time: 12950.5 ms [2022-04-11 22:08:13 main:574] : INFO : Epoch 1585 | loss: 0.031155 | val_loss: 0.0311733 | Time: 12263.5 ms [2022-04-11 22:08:25 main:574] : INFO : Epoch 1586 | loss: 0.0311544 | val_loss: 0.0311741 | Time: 11908.6 ms [2022-04-11 22:08:38 main:574] : INFO : Epoch 1587 | loss: 0.031154 | val_loss: 0.0311715 | Time: 12817.1 ms [2022-04-11 22:08:50 main:574] : INFO : Epoch 1588 | loss: 0.0311546 | val_loss: 0.0311739 | Time: 11972.4 ms [2022-04-11 22:09:03 main:574] : INFO : Epoch 1589 | loss: 0.0311583 | val_loss: 0.0311719 | Time: 12846.8 ms [2022-04-11 22:09:15 main:574] : INFO : Epoch 1590 | loss: 0.031157 | val_loss: 0.0311734 | Time: 12399.8 ms [2022-04-11 22:09:27 main:574] : INFO : Epoch 1591 | loss: 0.0311566 | val_loss: 0.0311672 | Time: 12073 ms [2022-04-11 22:09:40 main:574] : INFO : Epoch 1592 | loss: 0.0311546 | val_loss: 0.0311684 | Time: 12291.6 ms [2022-04-11 22:09:52 main:574] : INFO : Epoch 1593 | loss: 0.0311533 | val_loss: 0.0311727 | Time: 12451.1 ms [2022-04-11 22:10:04 main:574] : INFO : Epoch 1594 | loss: 0.0311549 | val_loss: 0.0311688 | Time: 12011.5 ms [2022-04-11 22:10:16 main:574] : INFO : Epoch 1595 | loss: 0.0311522 | val_loss: 0.0311708 | Time: 11713.8 ms [2022-04-11 22:10:28 main:574] : INFO : Epoch 1596 | loss: 0.0311537 | val_loss: 0.0311651 | Time: 11862.4 ms [2022-04-11 22:10:39 main:574] : INFO : Epoch 1597 | loss: 0.0311512 | val_loss: 0.0311688 | Time: 11856.2 ms [2022-04-11 22:10:51 main:574] : INFO : Epoch 1598 | loss: 0.0311528 | val_loss: 0.031168 | Time: 11532.7 ms [2022-04-11 22:11:03 main:574] : INFO : Epoch 1599 | loss: 0.0311515 | val_loss: 0.0311739 | Time: 11749.8 ms [2022-04-11 22:11:14 main:574] : INFO : Epoch 1600 | loss: 0.0311498 | val_loss: 0.0311667 | Time: 11661.8 ms [2022-04-11 22:11:26 main:574] : INFO : Epoch 1601 | loss: 0.0311522 | val_loss: 0.0311692 | Time: 11705 ms [2022-04-11 22:11:39 main:574] : INFO : Epoch 1602 | loss: 0.0311526 | val_loss: 0.0311647 | Time: 12422.9 ms [2022-04-11 22:11:51 main:574] : INFO : Epoch 1603 | loss: 0.0311519 | val_loss: 0.0311678 | Time: 12038.1 ms [2022-04-11 22:12:03 main:574] : INFO : Epoch 1604 | loss: 0.0311524 | val_loss: 0.0311666 | Time: 12784.4 ms [2022-04-11 22:12:16 main:574] : INFO : Epoch 1605 | loss: 0.0311533 | val_loss: 0.0311648 | Time: 12307.1 ms [2022-04-11 22:12:28 main:574] : INFO : Epoch 1606 | loss: 0.0311528 | val_loss: 0.0311662 | Time: 12206.9 ms [2022-04-11 22:12:40 main:574] : INFO : Epoch 1607 | loss: 0.0311509 | val_loss: 0.0311676 | Time: 12421.8 ms [2022-04-11 22:12:53 main:574] : INFO : Epoch 1608 | loss: 0.0311512 | val_loss: 0.0311668 | Time: 12766.8 ms [2022-04-11 22:13:05 main:574] : INFO : Epoch 1609 | loss: 0.0311513 | val_loss: 0.0311658 | Time: 12141.4 ms [2022-04-11 22:13:19 main:574] : INFO : Epoch 1610 | loss: 0.0311525 | val_loss: 0.0311663 | Time: 13229.7 ms [2022-04-11 22:13:31 main:574] : INFO : Epoch 1611 | loss: 0.0311508 | val_loss: 0.0311747 | Time: 12073.3 ms [2022-04-11 22:13:43 main:574] : INFO : Epoch 1612 | loss: 0.0311577 | val_loss: 0.0311671 | Time: 12318.9 ms [2022-04-11 22:13:55 main:574] : INFO : Epoch 1613 | loss: 0.0311529 | val_loss: 0.0311698 | Time: 12007.6 ms [2022-04-11 22:14:07 main:574] : INFO : Epoch 1614 | loss: 0.0311513 | val_loss: 0.0311639 | Time: 12137.3 ms [2022-04-11 22:14:20 main:574] : INFO : Epoch 1615 | loss: 0.0311516 | val_loss: 0.0311658 | Time: 12600.7 ms [2022-04-11 22:14:32 main:574] : INFO : Epoch 1616 | loss: 0.0311493 | val_loss: 0.0311669 | Time: 12339.1 ms [2022-04-11 22:14:45 main:574] : INFO : Epoch 1617 | loss: 0.0311492 | val_loss: 0.031165 | Time: 12607.9 ms [2022-04-11 22:14:57 main:574] : INFO : Epoch 1618 | loss: 0.0311506 | val_loss: 0.0311656 | Time: 12240.2 ms [2022-04-11 22:15:09 main:574] : INFO : Epoch 1619 | loss: 0.0311539 | val_loss: 0.0311672 | Time: 12476.7 ms [2022-04-11 22:15:22 main:574] : INFO : Epoch 1620 | loss: 0.031153 | val_loss: 0.0311653 | Time: 12769.4 ms [2022-04-11 22:15:35 main:574] : INFO : Epoch 1621 | loss: 0.0311533 | val_loss: 0.0311644 | Time: 13321.9 ms [2022-04-11 22:15:49 main:574] : INFO : Epoch 1622 | loss: 0.0311532 | val_loss: 0.0311665 | Time: 13312.2 ms [2022-04-11 22:16:01 main:574] : INFO : Epoch 1623 | loss: 0.0311588 | val_loss: 0.0311683 | Time: 12151.3 ms [2022-04-11 22:16:13 main:574] : INFO : Epoch 1624 | loss: 0.0311567 | val_loss: 0.0311658 | Time: 12545.7 ms [2022-04-11 22:16:26 main:574] : INFO : Epoch 1625 | loss: 0.0311544 | val_loss: 0.0311657 | Time: 12717.3 ms [2022-04-11 22:16:39 main:574] : INFO : Epoch 1626 | loss: 0.0311536 | val_loss: 0.031164 | Time: 12446.1 ms [2022-04-11 22:16:51 main:574] : INFO : Epoch 1627 | loss: 0.0311531 | val_loss: 0.0311632 | Time: 12442.4 ms [2022-04-11 22:17:04 main:574] : INFO : Epoch 1628 | loss: 0.0311542 | val_loss: 0.0311735 | Time: 12719.4 ms [2022-04-11 22:17:16 main:574] : INFO : Epoch 1629 | loss: 0.0311563 | val_loss: 0.0311661 | Time: 12298.8 ms [2022-04-11 22:17:29 main:574] : INFO : Epoch 1630 | loss: 0.0311519 | val_loss: 0.0311632 | Time: 12609.1 ms [2022-04-11 22:17:41 main:574] : INFO : Epoch 1631 | loss: 0.0311499 | val_loss: 0.0311666 | Time: 12231 ms [2022-04-11 22:17:53 main:574] : INFO : Epoch 1632 | loss: 0.031152 | val_loss: 0.031164 | Time: 12269.9 ms [2022-04-11 22:18:06 main:574] : INFO : Epoch 1633 | loss: 0.0311526 | val_loss: 0.0311657 | Time: 12845.2 ms [2022-04-11 22:18:18 main:574] : INFO : Epoch 1634 | loss: 0.0311507 | val_loss: 0.0311676 | Time: 11963.2 ms [2022-04-11 22:18:30 main:574] : INFO : Epoch 1635 | loss: 0.0311504 | val_loss: 0.0311678 | Time: 12289.5 ms [2022-04-11 22:18:43 main:574] : INFO : Epoch 1636 | loss: 0.0311499 | val_loss: 0.0311672 | Time: 12502.2 ms [2022-04-11 22:18:56 main:574] : INFO : Epoch 1637 | loss: 0.0311497 | val_loss: 0.0311664 | Time: 12939.9 ms [2022-04-11 22:19:08 main:574] : INFO : Epoch 1638 | loss: 0.0311525 | val_loss: 0.0311676 | Time: 12092.4 ms [2022-04-11 22:19:21 main:574] : INFO : Epoch 1639 | loss: 0.0311503 | val_loss: 0.0311684 | Time: 12602.8 ms [2022-04-11 22:19:33 main:574] : INFO : Epoch 1640 | loss: 0.0311486 | val_loss: 0.0311677 | Time: 12463.7 ms [2022-04-11 22:19:45 main:574] : INFO : Epoch 1641 | loss: 0.0311506 | val_loss: 0.0311656 | Time: 12454.9 ms [2022-04-11 22:19:58 main:574] : INFO : Epoch 1642 | loss: 0.03115 | val_loss: 0.0311687 | Time: 12891.9 ms [2022-04-11 22:20:11 main:574] : INFO : Epoch 1643 | loss: 0.0311501 | val_loss: 0.031167 | Time: 12695.6 ms [2022-04-11 22:20:24 main:574] : INFO : Epoch 1644 | loss: 0.0311525 | val_loss: 0.0311679 | Time: 12632.7 ms [2022-04-11 22:20:36 main:574] : INFO : Epoch 1645 | loss: 0.0311512 | val_loss: 0.0311647 | Time: 12654.7 ms [2022-04-11 22:20:49 main:574] : INFO : Epoch 1646 | loss: 0.0311503 | val_loss: 0.0311667 | Time: 13108.2 ms [2022-04-11 22:21:02 main:574] : INFO : Epoch 1647 | loss: 0.0311508 | val_loss: 0.0311647 | Time: 12826.6 ms [2022-04-11 22:21:15 main:574] : INFO : Epoch 1648 | loss: 0.031148 | val_loss: 0.0311671 | Time: 12372.1 ms [2022-04-11 22:21:27 main:574] : INFO : Epoch 1649 | loss: 0.0311475 | val_loss: 0.0311659 | Time: 11850.8 ms [2022-04-11 22:21:39 main:574] : INFO : Epoch 1650 | loss: 0.0311462 | val_loss: 0.0311668 | Time: 11990.2 ms [2022-04-11 22:21:51 main:574] : INFO : Epoch 1651 | loss: 0.0311487 | val_loss: 0.031168 | Time: 12256.8 ms [2022-04-11 22:22:03 main:574] : INFO : Epoch 1652 | loss: 0.0311484 | val_loss: 0.0311691 | Time: 12680.6 ms [2022-04-11 22:22:16 main:574] : INFO : Epoch 1653 | loss: 0.0311504 | val_loss: 0.0311718 | Time: 12579.5 ms [2022-04-11 22:22:28 main:574] : INFO : Epoch 1654 | loss: 0.0311491 | val_loss: 0.0311764 | Time: 11929.3 ms [2022-04-11 22:22:40 main:574] : INFO : Epoch 1655 | loss: 0.0311476 | val_loss: 0.0311714 | Time: 11591.6 ms [2022-04-11 22:22:52 main:574] : INFO : Epoch 1656 | loss: 0.0311476 | val_loss: 0.0311765 | Time: 12635 ms [2022-04-11 22:23:04 main:574] : INFO : Epoch 1657 | loss: 0.0311505 | val_loss: 0.0311776 | Time: 12258.9 ms [2022-04-11 22:23:17 main:574] : INFO : Epoch 1658 | loss: 0.0311581 | val_loss: 0.0311738 | Time: 12041.2 ms [2022-04-11 22:23:29 main:574] : INFO : Epoch 1659 | loss: 0.0311551 | val_loss: 0.0311724 | Time: 12776.8 ms [2022-04-11 22:23:42 main:574] : INFO : Epoch 1660 | loss: 0.0311543 | val_loss: 0.031174 | Time: 12223.3 ms [2022-04-11 22:23:54 main:574] : INFO : Epoch 1661 | loss: 0.0311526 | val_loss: 0.0311704 | Time: 11952 ms [2022-04-11 22:24:05 main:574] : INFO : Epoch 1662 | loss: 0.0311535 | val_loss: 0.0311735 | Time: 11825.5 ms [2022-04-11 22:24:17 main:574] : INFO : Epoch 1663 | loss: 0.0311545 | val_loss: 0.031174 | Time: 11923.9 ms [2022-04-11 22:24:29 main:574] : INFO : Epoch 1664 | loss: 0.0311526 | val_loss: 0.0311723 | Time: 11755 ms [2022-04-11 22:24:41 main:574] : INFO : Epoch 1665 | loss: 0.031151 | val_loss: 0.0311753 | Time: 12025.7 ms [2022-04-11 22:24:53 main:574] : INFO : Epoch 1666 | loss: 0.0311545 | val_loss: 0.0311721 | Time: 11626.4 ms [2022-04-11 22:25:05 main:574] : INFO : Epoch 1667 | loss: 0.0311541 | val_loss: 0.0311724 | Time: 12141.6 ms [2022-04-11 22:25:17 main:574] : INFO : Epoch 1668 | loss: 0.0311533 | val_loss: 0.031174 | Time: 11805.8 ms [2022-04-11 22:25:28 main:574] : INFO : Epoch 1669 | loss: 0.0311537 | val_loss: 0.0311757 | Time: 11819 ms [2022-04-11 22:25:40 main:574] : INFO : Epoch 1670 | loss: 0.031153 | val_loss: 0.0311739 | Time: 11883.3 ms [2022-04-11 22:25:52 main:574] : INFO : Epoch 1671 | loss: 0.0311524 | val_loss: 0.0311722 | Time: 11726.3 ms [2022-04-11 22:26:04 main:574] : INFO : Epoch 1672 | loss: 0.0311512 | val_loss: 0.0311724 | Time: 11979 ms [2022-04-11 22:26:16 main:574] : INFO : Epoch 1673 | loss: 0.0311537 | val_loss: 0.0311716 | Time: 11876 ms [2022-04-11 22:26:29 main:574] : INFO : Epoch 1674 | loss: 0.0311533 | val_loss: 0.031169 | Time: 12624.2 ms [2022-04-11 22:26:40 main:574] : INFO : Epoch 1675 | loss: 0.0311529 | val_loss: 0.0311718 | Time: 11301.6 ms [2022-04-11 22:26:53 main:574] : INFO : Epoch 1676 | loss: 0.0311547 | val_loss: 0.0311704 | Time: 12651.2 ms [2022-04-11 22:27:04 main:574] : INFO : Epoch 1677 | loss: 0.0311534 | val_loss: 0.0311701 | Time: 11555.5 ms [2022-04-11 22:27:16 main:574] : INFO : Epoch 1678 | loss: 0.031151 | val_loss: 0.0311682 | Time: 11749 ms [2022-04-11 22:27:28 main:574] : INFO : Epoch 1679 | loss: 0.0311524 | val_loss: 0.0311726 | Time: 12544.9 ms [2022-04-11 22:27:40 main:574] : INFO : Epoch 1680 | loss: 0.0311498 | val_loss: 0.0311702 | Time: 11440.4 ms [2022-04-11 22:27:52 main:574] : INFO : Epoch 1681 | loss: 0.0311512 | val_loss: 0.0311729 | Time: 12049.1 ms [2022-04-11 22:28:04 main:574] : INFO : Epoch 1682 | loss: 0.0311579 | val_loss: 0.031174 | Time: 12019.5 ms [2022-04-11 22:28:16 main:574] : INFO : Epoch 1683 | loss: 0.0311632 | val_loss: 0.0311736 | Time: 12055.8 ms [2022-04-11 22:28:28 main:574] : INFO : Epoch 1684 | loss: 0.0311609 | val_loss: 0.0311712 | Time: 12075.8 ms [2022-04-11 22:28:40 main:574] : INFO : Epoch 1685 | loss: 0.0311601 | val_loss: 0.0311727 | Time: 11608.6 ms [2022-04-11 22:28:52 main:574] : INFO : Epoch 1686 | loss: 0.0311593 | val_loss: 0.0311696 | Time: 12382.3 ms [2022-04-11 22:29:04 main:574] : INFO : Epoch 1687 | loss: 0.0311595 | val_loss: 0.0311721 | Time: 12081.2 ms [2022-04-11 22:29:16 main:574] : INFO : Epoch 1688 | loss: 0.0311582 | val_loss: 0.031175 | Time: 12005.7 ms [2022-04-11 22:29:28 main:574] : INFO : Epoch 1689 | loss: 0.0311571 | val_loss: 0.0311716 | Time: 11861.6 ms [2022-04-11 22:29:40 main:574] : INFO : Epoch 1690 | loss: 0.0311559 | val_loss: 0.0311738 | Time: 11859.6 ms [2022-04-11 22:29:52 main:574] : INFO : Epoch 1691 | loss: 0.031155 | val_loss: 0.0311709 | Time: 12160.1 ms [2022-04-11 22:30:04 main:574] : INFO : Epoch 1692 | loss: 0.0311546 | val_loss: 0.0311749 | Time: 11973.1 ms [2022-04-11 22:30:16 main:574] : INFO : Epoch 1693 | loss: 0.031155 | val_loss: 0.0311757 | Time: 11771.3 ms [2022-04-11 22:30:28 main:574] : INFO : Epoch 1694 | loss: 0.0311541 | val_loss: 0.0311712 | Time: 11999.9 ms [2022-04-11 22:30:40 main:574] : INFO : Epoch 1695 | loss: 0.0311523 | val_loss: 0.0311727 | Time: 11882.9 ms [2022-04-11 22:30:52 main:574] : INFO : Epoch 1696 | loss: 0.0311518 | val_loss: 0.0311733 | Time: 12324.2 ms [2022-04-11 22:31:04 main:574] : INFO : Epoch 1697 | loss: 0.0311523 | val_loss: 0.0311723 | Time: 12163.3 ms [2022-04-11 22:31:17 main:574] : INFO : Epoch 1698 | loss: 0.0311529 | val_loss: 0.0311742 | Time: 12315.9 ms [2022-04-11 22:31:29 main:574] : INFO : Epoch 1699 | loss: 0.031152 | val_loss: 0.031174 | Time: 12041.1 ms [2022-04-11 22:31:41 main:574] : INFO : Epoch 1700 | loss: 0.0311523 | val_loss: 0.031176 | Time: 12022.5 ms [2022-04-11 22:31:52 main:574] : INFO : Epoch 1701 | loss: 0.0311512 | val_loss: 0.0311719 | Time: 11804.6 ms [2022-04-11 22:32:04 main:574] : INFO : Epoch 1702 | loss: 0.0311515 | val_loss: 0.0311761 | Time: 11951.9 ms [2022-04-11 22:32:16 main:574] : INFO : Epoch 1703 | loss: 0.0311599 | val_loss: 0.031172 | Time: 11910 ms [2022-04-11 22:32:28 main:574] : INFO : Epoch 1704 | loss: 0.0311596 | val_loss: 0.031172 | Time: 11974.5 ms [2022-04-11 22:32:41 main:574] : INFO : Epoch 1705 | loss: 0.0311591 | val_loss: 0.0311752 | Time: 12433.4 ms [2022-04-11 22:32:52 main:574] : INFO : Epoch 1706 | loss: 0.0311568 | val_loss: 0.0311674 | Time: 11655.2 ms [2022-04-11 22:33:04 main:574] : INFO : Epoch 1707 | loss: 0.0311546 | val_loss: 0.0311698 | Time: 11651.4 ms [2022-04-11 22:33:16 main:574] : INFO : Epoch 1708 | loss: 0.0311553 | val_loss: 0.0311655 | Time: 12321.1 ms [2022-04-11 22:33:29 main:574] : INFO : Epoch 1709 | loss: 0.0311532 | val_loss: 0.0311755 | Time: 12556 ms [2022-04-11 22:33:41 main:574] : INFO : Epoch 1710 | loss: 0.0311529 | val_loss: 0.0311674 | Time: 11940.8 ms [2022-04-11 22:33:52 main:574] : INFO : Epoch 1711 | loss: 0.0311524 | val_loss: 0.031167 | Time: 11456.9 ms [2022-04-11 22:34:04 main:574] : INFO : Epoch 1712 | loss: 0.0311539 | val_loss: 0.0311688 | Time: 11297.6 ms [2022-04-11 22:34:16 main:574] : INFO : Epoch 1713 | loss: 0.0311548 | val_loss: 0.0311689 | Time: 12235.3 ms [2022-04-11 22:34:28 main:574] : INFO : Epoch 1714 | loss: 0.0311557 | val_loss: 0.0311672 | Time: 12365 ms [2022-04-11 22:34:40 main:574] : INFO : Epoch 1715 | loss: 0.0311539 | val_loss: 0.0311665 | Time: 11565.8 ms [2022-04-11 22:34:56 main:574] : INFO : Epoch 1716 | loss: 0.031153 | val_loss: 0.0311655 | Time: 16079.5 ms [2022-04-11 22:35:10 main:574] : INFO : Epoch 1717 | loss: 0.0311526 | val_loss: 0.0311697 | Time: 14173.8 ms [2022-04-11 22:35:24 main:574] : INFO : Epoch 1718 | loss: 0.0311532 | val_loss: 0.0311674 | Time: 13764.6 ms [2022-04-11 22:35:37 main:574] : INFO : Epoch 1719 | loss: 0.0311519 | val_loss: 0.0311703 | Time: 12717.7 ms [2022-04-11 22:35:49 main:574] : INFO : Epoch 1720 | loss: 0.0311509 | val_loss: 0.0311681 | Time: 12491.2 ms [2022-04-11 22:36:02 main:574] : INFO : Epoch 1721 | loss: 0.0311507 | val_loss: 0.0311652 | Time: 12502.8 ms [2022-04-11 22:36:14 main:574] : INFO : Epoch 1722 | loss: 0.0311515 | val_loss: 0.0311668 | Time: 12403.9 ms [2022-04-11 22:36:26 main:574] : INFO : Epoch 1723 | loss: 0.0311538 | val_loss: 0.0311674 | Time: 12124.5 ms [2022-04-11 22:36:38 main:574] : INFO : Epoch 1724 | loss: 0.0311523 | val_loss: 0.0311669 | Time: 12332.4 ms [2022-04-11 22:36:51 main:574] : INFO : Epoch 1725 | loss: 0.0311508 | val_loss: 0.0311672 | Time: 12581.8 ms [2022-04-11 22:37:03 main:574] : INFO : Epoch 1726 | loss: 0.0311513 | val_loss: 0.0311672 | Time: 12346.3 ms [2022-04-11 22:37:16 main:574] : INFO : Epoch 1727 | loss: 0.0311518 | val_loss: 0.0311686 | Time: 12402.6 ms [2022-04-11 22:37:28 main:574] : INFO : Epoch 1728 | loss: 0.0311528 | val_loss: 0.0311722 | Time: 12665.6 ms [2022-04-11 22:37:41 main:574] : INFO : Epoch 1729 | loss: 0.0311542 | val_loss: 0.0311715 | Time: 12526.2 ms [2022-04-11 22:37:54 main:574] : INFO : Epoch 1730 | loss: 0.0311551 | val_loss: 0.0311752 | Time: 12755 ms [2022-04-11 22:38:07 main:574] : INFO : Epoch 1731 | loss: 0.0311632 | val_loss: 0.0311799 | Time: 13206.2 ms [2022-04-11 22:38:19 main:574] : INFO : Epoch 1732 | loss: 0.031156 | val_loss: 0.0311715 | Time: 12107.4 ms [2022-04-11 22:38:31 main:574] : INFO : Epoch 1733 | loss: 0.0311538 | val_loss: 0.0311704 | Time: 12357 ms [2022-04-11 22:38:44 main:574] : INFO : Epoch 1734 | loss: 0.0311537 | val_loss: 0.0311684 | Time: 12536.9 ms [2022-04-11 22:38:56 main:574] : INFO : Epoch 1735 | loss: 0.0311521 | val_loss: 0.0311717 | Time: 12504.5 ms [2022-04-11 22:39:09 main:574] : INFO : Epoch 1736 | loss: 0.0311522 | val_loss: 0.0311687 | Time: 12444.6 ms [2022-04-11 22:39:21 main:574] : INFO : Epoch 1737 | loss: 0.0311498 | val_loss: 0.0311676 | Time: 12517.2 ms [2022-04-11 22:39:33 main:574] : INFO : Epoch 1738 | loss: 0.0311516 | val_loss: 0.0311773 | Time: 12023.3 ms [2022-04-11 22:39:46 main:574] : INFO : Epoch 1739 | loss: 0.0311559 | val_loss: 0.0311762 | Time: 12418.2 ms [2022-04-11 22:39:58 main:574] : INFO : Epoch 1740 | loss: 0.0311523 | val_loss: 0.0311695 | Time: 11984.6 ms [2022-04-11 22:40:10 main:574] : INFO : Epoch 1741 | loss: 0.0311503 | val_loss: 0.031171 | Time: 11825.6 ms [2022-04-11 22:40:22 main:574] : INFO : Epoch 1742 | loss: 0.0311513 | val_loss: 0.0311696 | Time: 12236.3 ms [2022-04-11 22:40:35 main:574] : INFO : Epoch 1743 | loss: 0.0311505 | val_loss: 0.0311705 | Time: 12618.3 ms [2022-04-11 22:40:47 main:574] : INFO : Epoch 1744 | loss: 0.0311505 | val_loss: 0.031169 | Time: 12459.3 ms [2022-04-11 22:40:59 main:574] : INFO : Epoch 1745 | loss: 0.0311511 | val_loss: 0.0311685 | Time: 12107.8 ms [2022-04-11 22:41:11 main:574] : INFO : Epoch 1746 | loss: 0.0311519 | val_loss: 0.031171 | Time: 12258.6 ms [2022-04-11 22:41:24 main:574] : INFO : Epoch 1747 | loss: 0.0311516 | val_loss: 0.0311697 | Time: 12597.8 ms [2022-04-11 22:41:36 main:574] : INFO : Epoch 1748 | loss: 0.0311502 | val_loss: 0.0311714 | Time: 12284.3 ms [2022-04-11 22:41:49 main:574] : INFO : Epoch 1749 | loss: 0.0311485 | val_loss: 0.0311727 | Time: 12425.4 ms [2022-04-11 22:42:01 main:574] : INFO : Epoch 1750 | loss: 0.0311493 | val_loss: 0.0311748 | Time: 12639.3 ms [2022-04-11 22:42:14 main:574] : INFO : Epoch 1751 | loss: 0.0311487 | val_loss: 0.0311716 | Time: 12256.5 ms [2022-04-11 22:42:25 main:574] : INFO : Epoch 1752 | loss: 0.0311479 | val_loss: 0.0311721 | Time: 11783.3 ms [2022-04-11 22:42:38 main:574] : INFO : Epoch 1753 | loss: 0.0311467 | val_loss: 0.0311734 | Time: 12374.4 ms [2022-04-11 22:42:51 main:574] : INFO : Epoch 1754 | loss: 0.0311465 | val_loss: 0.0311736 | Time: 12703.7 ms [2022-04-11 22:43:03 main:574] : INFO : Epoch 1755 | loss: 0.031149 | val_loss: 0.0311721 | Time: 12134.9 ms [2022-04-11 22:43:15 main:574] : INFO : Epoch 1756 | loss: 0.0311542 | val_loss: 0.0311811 | Time: 12766.5 ms [2022-04-11 22:43:28 main:574] : INFO : Epoch 1757 | loss: 0.0311508 | val_loss: 0.0311716 | Time: 12315.5 ms [2022-04-11 22:43:41 main:574] : INFO : Epoch 1758 | loss: 0.0311488 | val_loss: 0.0311722 | Time: 13136.5 ms [2022-04-11 22:43:53 main:574] : INFO : Epoch 1759 | loss: 0.0311482 | val_loss: 0.0311713 | Time: 12365.4 ms [2022-04-11 22:44:05 main:574] : INFO : Epoch 1760 | loss: 0.0311469 | val_loss: 0.0311717 | Time: 12030.7 ms [2022-04-11 22:44:17 main:574] : INFO : Epoch 1761 | loss: 0.0311502 | val_loss: 0.0311675 | Time: 11745.9 ms [2022-04-11 22:44:30 main:574] : INFO : Epoch 1762 | loss: 0.0311491 | val_loss: 0.0311725 | Time: 12988.7 ms [2022-04-11 22:44:43 main:574] : INFO : Epoch 1763 | loss: 0.0311492 | val_loss: 0.0311699 | Time: 12496.4 ms [2022-04-11 22:44:55 main:574] : INFO : Epoch 1764 | loss: 0.0311536 | val_loss: 0.0311741 | Time: 12507.4 ms [2022-04-11 22:45:08 main:574] : INFO : Epoch 1765 | loss: 0.0311574 | val_loss: 0.0311753 | Time: 12539.9 ms [2022-04-11 22:45:20 main:574] : INFO : Epoch 1766 | loss: 0.0311543 | val_loss: 0.031177 | Time: 12353.6 ms [2022-04-11 22:45:32 main:574] : INFO : Epoch 1767 | loss: 0.0311532 | val_loss: 0.0311736 | Time: 12225 ms [2022-04-11 22:45:45 main:574] : INFO : Epoch 1768 | loss: 0.0311535 | val_loss: 0.0311762 | Time: 12420.4 ms [2022-04-11 22:45:57 main:574] : INFO : Epoch 1769 | loss: 0.0311531 | val_loss: 0.0311737 | Time: 12737.7 ms [2022-04-11 22:46:11 main:574] : INFO : Epoch 1770 | loss: 0.031152 | val_loss: 0.0311706 | Time: 13307.5 ms [2022-04-11 22:46:24 main:574] : INFO : Epoch 1771 | loss: 0.0311509 | val_loss: 0.0311726 | Time: 13168.3 ms [2022-04-11 22:46:37 main:574] : INFO : Epoch 1772 | loss: 0.0311512 | val_loss: 0.0311706 | Time: 12748 ms [2022-04-11 22:46:49 main:574] : INFO : Epoch 1773 | loss: 0.0311505 | val_loss: 0.0311734 | Time: 12516.2 ms [2022-04-11 22:47:02 main:574] : INFO : Epoch 1774 | loss: 0.0311519 | val_loss: 0.0311709 | Time: 12484.7 ms [2022-04-11 22:47:14 main:574] : INFO : Epoch 1775 | loss: 0.0311525 | val_loss: 0.0311768 | Time: 12414.9 ms [2022-04-11 22:47:27 main:574] : INFO : Epoch 1776 | loss: 0.0311513 | val_loss: 0.0311694 | Time: 12632.2 ms [2022-04-11 22:47:39 main:574] : INFO : Epoch 1777 | loss: 0.031156 | val_loss: 0.0311701 | Time: 12593.1 ms [2022-04-11 22:47:53 main:574] : INFO : Epoch 1778 | loss: 0.0311554 | val_loss: 0.0311706 | Time: 13951.5 ms [2022-04-11 22:48:07 main:574] : INFO : Epoch 1779 | loss: 0.0311533 | val_loss: 0.0311698 | Time: 13798.8 ms [2022-04-11 22:48:22 main:574] : INFO : Epoch 1780 | loss: 0.0311524 | val_loss: 0.0311713 | Time: 14768.5 ms [2022-04-11 22:48:37 main:574] : INFO : Epoch 1781 | loss: 0.0311523 | val_loss: 0.03117 | Time: 14723.1 ms [2022-04-11 22:48:51 main:574] : INFO : Epoch 1782 | loss: 0.0311523 | val_loss: 0.0311699 | Time: 14703.6 ms [2022-04-11 22:49:06 main:574] : INFO : Epoch 1783 | loss: 0.0311506 | val_loss: 0.0311712 | Time: 14667.5 ms [2022-04-11 22:49:21 main:574] : INFO : Epoch 1784 | loss: 0.0311509 | val_loss: 0.0311716 | Time: 15013.4 ms [2022-04-11 22:49:36 main:574] : INFO : Epoch 1785 | loss: 0.0311496 | val_loss: 0.0311696 | Time: 14647.1 ms [2022-04-11 22:49:49 main:574] : INFO : Epoch 1786 | loss: 0.0311501 | val_loss: 0.0311688 | Time: 13414.1 ms [2022-04-11 22:50:02 main:574] : INFO : Epoch 1787 | loss: 0.0311504 | val_loss: 0.0311683 | Time: 12632.5 ms [2022-04-11 22:50:15 main:574] : INFO : Epoch 1788 | loss: 0.0311506 | val_loss: 0.0311704 | Time: 12994.9 ms [2022-04-11 22:50:27 main:574] : INFO : Epoch 1789 | loss: 0.0311507 | val_loss: 0.0311706 | Time: 12450.8 ms [2022-04-11 22:50:40 main:574] : INFO : Epoch 1790 | loss: 0.03115 | val_loss: 0.0311715 | Time: 12871.5 ms [2022-04-11 22:50:54 main:574] : INFO : Epoch 1791 | loss: 0.0311507 | val_loss: 0.0311672 | Time: 13534.2 ms [2022-04-11 22:51:07 main:574] : INFO : Epoch 1792 | loss: 0.0311494 | val_loss: 0.0311689 | Time: 13519.3 ms [2022-04-11 22:51:22 main:574] : INFO : Epoch 1793 | loss: 0.0311488 | val_loss: 0.0311694 | Time: 14408.8 ms [2022-04-11 22:51:36 main:574] : INFO : Epoch 1794 | loss: 0.031151 | val_loss: 0.0311672 | Time: 14700.1 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1070) [2022-04-12 17:48:13 main:435] : INFO : Set logging level to 1 [2022-04-12 17:48:13 main:441] : INFO : Running in BOINC Client mode [2022-04-12 17:48:13 main:444] : INFO : Resolving all filenames [2022-04-12 17:48:13 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-12 17:48:13 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-12 17:48:13 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-12 17:48:13 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-12 17:48:13 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-12 17:48:13 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-12 17:48:13 main:474] : INFO : Configuration: [2022-04-12 17:48:13 main:475] : INFO : Model type: GRU [2022-04-12 17:48:13 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-12 17:48:13 main:477] : INFO : Max Epochs: 2048 [2022-04-12 17:48:13 main:478] : INFO : Batch Size: 128 [2022-04-12 17:48:13 main:479] : INFO : Learning Rate: 0.01 [2022-04-12 17:48:13 main:480] : INFO : Patience: 10 [2022-04-12 17:48:13 main:481] : INFO : Hidden Width: 12 [2022-04-12 17:48:13 main:482] : INFO : # Recurrent Layers: 4 [2022-04-12 17:48:13 main:483] : INFO : # Backend Layers: 4 [2022-04-12 17:48:13 main:484] : INFO : # Threads: 1 [2022-04-12 17:48:13 main:486] : INFO : Preparing Dataset [2022-04-12 17:48:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-12 17:48:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-12 17:48:18 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-12 17:48:18 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-12 17:48:18 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-12 17:48:19 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-12 17:48:19 main:494] : INFO : Creating Model [2022-04-12 17:48:19 main:507] : INFO : Preparing config file [2022-04-12 17:48:19 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-12 17:48:19 main:512] : INFO : Loading config [2022-04-12 17:48:19 main:514] : INFO : Loading state [2022-04-12 17:48:22 main:559] : INFO : Loading DataLoader into Memory [2022-04-12 17:48:22 main:562] : INFO : Starting Training [2022-04-12 17:49:17 main:574] : INFO : Epoch 1786 | loss: 0.0311769 | val_loss: 0.0311782 | Time: 55412.9 ms [2022-04-12 17:49:36 main:574] : INFO : Epoch 1787 | loss: 0.0311545 | val_loss: 0.0311726 | Time: 18776.4 ms [2022-04-12 17:49:52 main:574] : INFO : Epoch 1788 | loss: 0.0311522 | val_loss: 0.031173 | Time: 15979 ms [2022-04-12 17:50:08 main:574] : INFO : Epoch 1789 | loss: 0.0311513 | val_loss: 0.0311698 | Time: 15506 ms [2022-04-12 17:50:22 main:574] : INFO : Epoch 1790 | loss: 0.0311506 | val_loss: 0.031173 | Time: 14747.9 ms [2022-04-12 17:50:36 main:574] : INFO : Epoch 1791 | loss: 0.0311514 | val_loss: 0.031171 | Time: 14031.1 ms [2022-04-12 17:50:50 main:574] : INFO : Epoch 1792 | loss: 0.0311526 | val_loss: 0.0311732 | Time: 13253.1 ms [2022-04-12 17:51:03 main:574] : INFO : Epoch 1793 | loss: 0.0311511 | val_loss: 0.0311728 | Time: 13534.9 ms [2022-04-12 17:51:17 main:574] : INFO : Epoch 1794 | loss: 0.0311539 | val_loss: 0.0311728 | Time: 13525.6 ms [2022-04-12 17:51:30 main:574] : INFO : Epoch 1795 | loss: 0.0311564 | val_loss: 0.0311716 | Time: 13048.6 ms [2022-04-12 17:51:43 main:574] : INFO : Epoch 1796 | loss: 0.0311558 | val_loss: 0.0311727 | Time: 13450 ms [2022-04-12 17:51:58 main:574] : INFO : Epoch 1797 | loss: 0.0311538 | val_loss: 0.031176 | Time: 15160.9 ms [2022-04-12 17:52:13 main:574] : INFO : Epoch 1798 | loss: 0.0311668 | val_loss: 0.0311923 | Time: 14265.4 ms [2022-04-12 17:52:27 main:574] : INFO : Epoch 1799 | loss: 0.0311709 | val_loss: 0.0311836 | Time: 14322.3 ms [2022-04-12 17:52:40 main:574] : INFO : Epoch 1800 | loss: 0.0311664 | val_loss: 0.0311803 | Time: 13265.4 ms [2022-04-12 17:52:57 main:574] : INFO : Epoch 1801 | loss: 0.0311654 | val_loss: 0.0311827 | Time: 16957.2 ms [2022-04-12 17:53:16 main:574] : INFO : Epoch 1802 | loss: 0.0311664 | val_loss: 0.0311798 | Time: 18491 ms [2022-04-12 17:53:29 main:574] : INFO : Epoch 1803 | loss: 0.0311644 | val_loss: 0.0311792 | Time: 13277.8 ms [2022-04-12 17:53:42 main:574] : INFO : Epoch 1804 | loss: 0.0311626 | val_loss: 0.031181 | Time: 13288.3 ms [2022-04-12 17:53:55 main:574] : INFO : Epoch 1805 | loss: 0.0311605 | val_loss: 0.0311803 | Time: 12272.7 ms [2022-04-12 17:54:06 main:574] : INFO : Epoch 1806 | loss: 0.031159 | val_loss: 0.0311775 | Time: 11879.3 ms [2022-04-12 17:54:18 main:574] : INFO : Epoch 1807 | loss: 0.0311579 | val_loss: 0.0311762 | Time: 11701.8 ms [2022-04-12 17:54:30 main:574] : INFO : Epoch 1808 | loss: 0.031157 | val_loss: 0.0311765 | Time: 11782.7 ms [2022-04-12 17:54:46 main:574] : INFO : Epoch 1809 | loss: 0.031158 | val_loss: 0.0311771 | Time: 15835.2 ms [2022-04-12 17:54:59 main:574] : INFO : Epoch 1810 | loss: 0.0311579 | val_loss: 0.0311842 | Time: 13562.2 ms [2022-04-12 17:55:11 main:574] : INFO : Epoch 1811 | loss: 0.0311623 | val_loss: 0.031182 | Time: 12080.8 ms [2022-04-12 17:55:23 main:574] : INFO : Epoch 1812 | loss: 0.0311633 | val_loss: 0.0311783 | Time: 11748.4 ms [2022-04-12 17:55:35 main:574] : INFO : Epoch 1813 | loss: 0.0311616 | val_loss: 0.0311738 | Time: 12115.9 ms [2022-04-12 17:55:47 main:574] : INFO : Epoch 1814 | loss: 0.031159 | val_loss: 0.0311733 | Time: 11746.4 ms [2022-04-12 17:56:00 main:574] : INFO : Epoch 1815 | loss: 0.0311579 | val_loss: 0.0311769 | Time: 12989.4 ms [2022-04-12 17:56:12 main:574] : INFO : Epoch 1816 | loss: 0.0311554 | val_loss: 0.0311762 | Time: 12152.5 ms [2022-04-12 17:56:24 main:574] : INFO : Epoch 1817 | loss: 0.0311551 | val_loss: 0.031176 | Time: 11569.9 ms [2022-04-12 17:56:36 main:574] : INFO : Epoch 1818 | loss: 0.0311534 | val_loss: 0.0311751 | Time: 12294.4 ms [2022-04-12 17:56:49 main:574] : INFO : Epoch 1819 | loss: 0.0311549 | val_loss: 0.0311856 | Time: 12594.5 ms [2022-04-12 17:57:01 main:574] : INFO : Epoch 1820 | loss: 0.0311578 | val_loss: 0.0311718 | Time: 11829.4 ms [2022-04-12 17:57:12 main:574] : INFO : Epoch 1821 | loss: 0.0311554 | val_loss: 0.0311745 | Time: 11568.3 ms [2022-04-12 17:57:24 main:574] : INFO : Epoch 1822 | loss: 0.0311555 | val_loss: 0.0311752 | Time: 11561 ms [2022-04-12 17:57:36 main:574] : INFO : Epoch 1823 | loss: 0.0311582 | val_loss: 0.0311782 | Time: 11907.3 ms [2022-04-12 17:57:48 main:574] : INFO : Epoch 1824 | loss: 0.0311572 | val_loss: 0.0311749 | Time: 12495.3 ms [2022-04-12 17:58:00 main:574] : INFO : Epoch 1825 | loss: 0.0311597 | val_loss: 0.0311763 | Time: 11761.9 ms [2022-04-12 17:58:12 main:574] : INFO : Epoch 1826 | loss: 0.0311599 | val_loss: 0.0311738 | Time: 11852.6 ms [2022-04-12 17:58:25 main:574] : INFO : Epoch 1827 | loss: 0.0311722 | val_loss: 0.03121 | Time: 13176 ms [2022-04-12 17:58:37 main:574] : INFO : Epoch 1828 | loss: 0.0311939 | val_loss: 0.0311944 | Time: 12256.2 ms [2022-04-12 17:58:49 main:574] : INFO : Epoch 1829 | loss: 0.0311789 | val_loss: 0.0311909 | Time: 12207.6 ms [2022-04-12 17:59:02 main:574] : INFO : Epoch 1830 | loss: 0.0311742 | val_loss: 0.0311846 | Time: 12810.5 ms [2022-04-12 17:59:17 main:574] : INFO : Epoch 1831 | loss: 0.0311719 | val_loss: 0.0311957 | Time: 15060.3 ms [2022-04-12 17:59:30 main:574] : INFO : Epoch 1832 | loss: 0.0311763 | val_loss: 0.031182 | Time: 12610.9 ms [2022-04-12 17:59:43 main:574] : INFO : Epoch 1833 | loss: 0.0311702 | val_loss: 0.0311772 | Time: 12739.7 ms [2022-04-12 17:59:54 main:574] : INFO : Epoch 1834 | loss: 0.0311664 | val_loss: 0.0311796 | Time: 11693.2 ms [2022-04-12 18:00:06 main:574] : INFO : Epoch 1835 | loss: 0.0311642 | val_loss: 0.031179 | Time: 12024.8 ms [2022-04-12 18:00:18 main:574] : INFO : Epoch 1836 | loss: 0.0311637 | val_loss: 0.0311776 | Time: 12151.4 ms [2022-04-12 18:00:33 main:574] : INFO : Epoch 1837 | loss: 0.0311665 | val_loss: 0.0311778 | Time: 14338.9 ms [2022-04-12 18:00:46 main:574] : INFO : Epoch 1838 | loss: 0.0311646 | val_loss: 0.0311792 | Time: 13355.5 ms [2022-04-12 18:01:04 main:574] : INFO : Epoch 1839 | loss: 0.0311624 | val_loss: 0.0311749 | Time: 17523 ms [2022-04-12 18:01:20 main:574] : INFO : Epoch 1840 | loss: 0.0311614 | val_loss: 0.0311764 | Time: 15939.3 ms [2022-04-12 18:01:33 main:574] : INFO : Epoch 1841 | loss: 0.0311603 | val_loss: 0.0311765 | Time: 13420.7 ms [2022-04-12 18:01:45 main:574] : INFO : Epoch 1842 | loss: 0.0311595 | val_loss: 0.0311795 | Time: 12371.8 ms [2022-04-12 18:01:58 main:574] : INFO : Epoch 1843 | loss: 0.0311588 | val_loss: 0.0311755 | Time: 12295.2 ms [2022-04-12 18:02:10 main:574] : INFO : Epoch 1844 | loss: 0.0311603 | val_loss: 0.0311768 | Time: 12413.2 ms [2022-04-12 18:02:25 main:574] : INFO : Epoch 1845 | loss: 0.0311601 | val_loss: 0.0311796 | Time: 15144.2 ms [2022-04-12 18:02:38 main:574] : INFO : Epoch 1846 | loss: 0.0311597 | val_loss: 0.0311768 | Time: 12608.6 ms [2022-04-12 18:02:51 main:574] : INFO : Epoch 1847 | loss: 0.0311587 | val_loss: 0.0311789 | Time: 13118.3 ms [2022-04-12 18:03:05 main:574] : INFO : Epoch 1848 | loss: 0.031161 | val_loss: 0.0311773 | Time: 13531.4 ms [2022-04-12 18:03:17 main:574] : INFO : Epoch 1849 | loss: 0.0311614 | val_loss: 0.031181 | Time: 12562.4 ms [2022-04-12 18:03:30 main:574] : INFO : Epoch 1850 | loss: 0.0311599 | val_loss: 0.031175 | Time: 12379.8 ms [2022-04-12 18:03:42 main:574] : INFO : Epoch 1851 | loss: 0.0311593 | val_loss: 0.0311767 | Time: 12292.1 ms [2022-04-12 18:04:01 main:574] : INFO : Epoch 1852 | loss: 0.0311588 | val_loss: 0.0311736 | Time: 19262.6 ms [2022-04-12 18:04:16 main:574] : INFO : Epoch 1853 | loss: 0.0311568 | val_loss: 0.0311735 | Time: 14787.2 ms [2022-04-12 18:04:30 main:574] : INFO : Epoch 1854 | loss: 0.0311566 | val_loss: 0.0311755 | Time: 14156.7 ms [2022-04-12 18:04:43 main:574] : INFO : Epoch 1855 | loss: 0.0311587 | val_loss: 0.0311748 | Time: 13386.4 ms [2022-04-12 18:04:56 main:574] : INFO : Epoch 1856 | loss: 0.031159 | val_loss: 0.0311823 | Time: 12106.1 ms [2022-04-12 18:05:08 main:574] : INFO : Epoch 1857 | loss: 0.0311598 | val_loss: 0.0311788 | Time: 11896.3 ms [2022-04-12 18:05:20 main:574] : INFO : Epoch 1858 | loss: 0.0311587 | val_loss: 0.0311767 | Time: 12148.5 ms [2022-04-12 18:05:32 main:574] : INFO : Epoch 1859 | loss: 0.0311567 | val_loss: 0.0311772 | Time: 12524.9 ms [2022-04-12 18:05:44 main:574] : INFO : Epoch 1860 | loss: 0.031155 | val_loss: 0.0311759 | Time: 12239 ms [2022-04-12 18:05:56 main:574] : INFO : Epoch 1861 | loss: 0.0311538 | val_loss: 0.0311732 | Time: 11939.8 ms [2022-04-12 18:06:08 main:574] : INFO : Epoch 1862 | loss: 0.0311537 | val_loss: 0.0311728 | Time: 11857 ms [2022-04-12 18:06:20 main:574] : INFO : Epoch 1863 | loss: 0.0311534 | val_loss: 0.031173 | Time: 12095.6 ms [2022-04-12 18:06:32 main:574] : INFO : Epoch 1864 | loss: 0.0311548 | val_loss: 0.0311745 | Time: 12017.7 ms [2022-04-12 18:06:45 main:574] : INFO : Epoch 1865 | loss: 0.0311538 | val_loss: 0.0311745 | Time: 12164.9 ms [2022-04-12 18:06:56 main:574] : INFO : Epoch 1866 | loss: 0.0311546 | val_loss: 0.0311726 | Time: 11944 ms [2022-04-12 18:07:09 main:574] : INFO : Epoch 1867 | loss: 0.0311574 | val_loss: 0.0311714 | Time: 12165.5 ms [2022-04-12 18:07:21 main:574] : INFO : Epoch 1868 | loss: 0.0311563 | val_loss: 0.0311732 | Time: 12151.4 ms [2022-04-12 18:07:33 main:574] : INFO : Epoch 1869 | loss: 0.031156 | val_loss: 0.0311696 | Time: 12110.2 ms [2022-04-12 18:07:45 main:574] : INFO : Epoch 1870 | loss: 0.0311562 | val_loss: 0.031172 | Time: 12525.5 ms [2022-04-12 18:07:58 main:574] : INFO : Epoch 1871 | loss: 0.0311564 | val_loss: 0.0311681 | Time: 12031.4 ms [2022-04-12 18:08:10 main:574] : INFO : Epoch 1872 | loss: 0.0311557 | val_loss: 0.03117 | Time: 12232.8 ms [2022-04-12 18:08:22 main:574] : INFO : Epoch 1873 | loss: 0.0311535 | val_loss: 0.0311695 | Time: 12171.9 ms [2022-04-12 18:08:35 main:574] : INFO : Epoch 1874 | loss: 0.0311531 | val_loss: 0.031171 | Time: 12720.8 ms [2022-04-12 18:08:47 main:574] : INFO : Epoch 1875 | loss: 0.0311526 | val_loss: 0.0311731 | Time: 11845.6 ms [2022-04-12 18:08:59 main:574] : INFO : Epoch 1876 | loss: 0.0311533 | val_loss: 0.0311698 | Time: 11989.8 ms [2022-04-12 18:09:11 main:574] : INFO : Epoch 1877 | loss: 0.0311557 | val_loss: 0.0311746 | Time: 12144 ms [2022-04-12 18:09:23 main:574] : INFO : Epoch 1878 | loss: 0.0311681 | val_loss: 0.0311838 | Time: 12440.1 ms [2022-04-12 18:09:35 main:574] : INFO : Epoch 1879 | loss: 0.0311699 | val_loss: 0.0311778 | Time: 12325.7 ms [2022-04-12 18:09:48 main:574] : INFO : Epoch 1880 | loss: 0.0311678 | val_loss: 0.0311783 | Time: 12116.3 ms [2022-04-12 18:10:00 main:574] : INFO : Epoch 1881 | loss: 0.031165 | val_loss: 0.0311783 | Time: 12063.1 ms [2022-04-12 18:10:12 main:574] : INFO : Epoch 1882 | loss: 0.031168 | val_loss: 0.0311804 | Time: 12114.1 ms [2022-04-12 18:10:24 main:574] : INFO : Epoch 1883 | loss: 0.031172 | val_loss: 0.0311784 | Time: 11948.7 ms [2022-04-12 18:10:36 main:574] : INFO : Epoch 1884 | loss: 0.0311705 | val_loss: 0.0311778 | Time: 11816.1 ms [2022-04-12 18:10:47 main:574] : INFO : Epoch 1885 | loss: 0.0311697 | val_loss: 0.0311758 | Time: 11847.2 ms [2022-04-12 18:11:00 main:574] : INFO : Epoch 1886 | loss: 0.031168 | val_loss: 0.0311755 | Time: 12559.4 ms [2022-04-12 18:11:12 main:574] : INFO : Epoch 1887 | loss: 0.0311671 | val_loss: 0.0311738 | Time: 12165.1 ms [2022-04-12 18:11:24 main:574] : INFO : Epoch 1888 | loss: 0.0311675 | val_loss: 0.0311746 | Time: 11748.8 ms [2022-04-12 18:11:36 main:574] : INFO : Epoch 1889 | loss: 0.0311674 | val_loss: 0.0311731 | Time: 11929.3 ms [2022-04-12 18:11:48 main:574] : INFO : Epoch 1890 | loss: 0.0311692 | val_loss: 0.0311775 | Time: 11889 ms [2022-04-12 18:12:00 main:574] : INFO : Epoch 1891 | loss: 0.0311692 | val_loss: 0.0311847 | Time: 11917.5 ms [2022-04-12 18:12:11 main:574] : INFO : Epoch 1892 | loss: 0.0311693 | val_loss: 0.0311839 | Time: 11324.5 ms [2022-04-12 18:12:22 main:574] : INFO : Epoch 1893 | loss: 0.0311684 | val_loss: 0.0311841 | Time: 10633 ms [2022-04-12 18:12:33 main:574] : INFO : Epoch 1894 | loss: 0.0311681 | val_loss: 0.0311804 | Time: 11829.6 ms [2022-04-12 18:12:45 main:574] : INFO : Epoch 1895 | loss: 0.0311674 | val_loss: 0.0311802 | Time: 11903.9 ms [2022-04-12 18:12:57 main:574] : INFO : Epoch 1896 | loss: 0.0311654 | val_loss: 0.0311785 | Time: 11918.1 ms [2022-04-12 18:13:09 main:574] : INFO : Epoch 1897 | loss: 0.0311643 | val_loss: 0.0311714 | Time: 11778.5 ms [2022-04-12 18:13:25 main:574] : INFO : Epoch 1898 | loss: 0.0311633 | val_loss: 0.0311716 | Time: 15862.6 ms [2022-04-12 18:13:38 main:574] : INFO : Epoch 1899 | loss: 0.0311641 | val_loss: 0.031171 | Time: 12631.8 ms [2022-04-12 18:13:51 main:574] : INFO : Epoch 1900 | loss: 0.0311652 | val_loss: 0.0311775 | Time: 12977.2 ms [2022-04-12 18:14:03 main:574] : INFO : Epoch 1901 | loss: 0.0311698 | val_loss: 0.0311686 | Time: 12317.3 ms [2022-04-12 18:14:15 main:574] : INFO : Epoch 1902 | loss: 0.0311674 | val_loss: 0.0311719 | Time: 12617.4 ms [2022-04-12 18:14:29 main:574] : INFO : Epoch 1903 | loss: 0.0311676 | val_loss: 0.0311704 | Time: 13024.4 ms [2022-04-12 18:14:42 main:574] : INFO : Epoch 1904 | loss: 0.0311659 | val_loss: 0.0311706 | Time: 13548.5 ms [2022-04-12 18:14:56 main:574] : INFO : Epoch 1905 | loss: 0.0311662 | val_loss: 0.0311701 | Time: 13488.5 ms [2022-04-12 18:15:09 main:574] : INFO : Epoch 1906 | loss: 0.0311642 | val_loss: 0.0311699 | Time: 13103.3 ms [2022-04-12 18:15:22 main:574] : INFO : Epoch 1907 | loss: 0.0311647 | val_loss: 0.0311735 | Time: 13177.7 ms [2022-04-12 18:15:35 main:574] : INFO : Epoch 1908 | loss: 0.0311636 | val_loss: 0.0311687 | Time: 13168.4 ms [2022-04-12 18:15:48 main:574] : INFO : Epoch 1909 | loss: 0.0311625 | val_loss: 0.0311689 | Time: 12931.9 ms [2022-04-12 18:16:01 main:574] : INFO : Epoch 1910 | loss: 0.0311628 | val_loss: 0.0311704 | Time: 12726.7 ms [2022-04-12 18:16:13 main:574] : INFO : Epoch 1911 | loss: 0.0311631 | val_loss: 0.0311693 | Time: 12544.6 ms [2022-04-12 18:16:32 main:574] : INFO : Epoch 1912 | loss: 0.0311624 | val_loss: 0.0311693 | Time: 18910.2 ms [2022-04-12 18:16:47 main:574] : INFO : Epoch 1913 | loss: 0.031162 | val_loss: 0.0311673 | Time: 15303.2 ms [2022-04-12 18:17:03 main:574] : INFO : Epoch 1914 | loss: 0.031163 | val_loss: 0.0311676 | Time: 15525.9 ms [2022-04-12 18:17:19 main:574] : INFO : Epoch 1915 | loss: 0.0311609 | val_loss: 0.0311697 | Time: 16011.9 ms [2022-04-12 18:17:37 main:574] : INFO : Epoch 1916 | loss: 0.031161 | val_loss: 0.0311715 | Time: 18144.7 ms [2022-04-12 18:18:06 main:574] : INFO : Epoch 1917 | loss: 0.0311611 | val_loss: 0.0311719 | Time: 28674.8 ms [2022-04-12 18:18:22 main:574] : INFO : Epoch 1918 | loss: 0.0311631 | val_loss: 0.0311713 | Time: 16230.5 ms [2022-04-12 18:18:39 main:574] : INFO : Epoch 1919 | loss: 0.0311613 | val_loss: 0.0311698 | Time: 16978.9 ms [2022-04-12 18:18:54 main:574] : INFO : Epoch 1920 | loss: 0.0311615 | val_loss: 0.0311732 | Time: 14498.6 ms [2022-04-12 18:19:06 main:574] : INFO : Epoch 1921 | loss: 0.0311627 | val_loss: 0.0311736 | Time: 12083.2 ms [2022-04-12 18:19:18 main:574] : INFO : Epoch 1922 | loss: 0.0311629 | val_loss: 0.0311707 | Time: 12434.8 ms [2022-04-12 18:19:32 main:574] : INFO : Epoch 1923 | loss: 0.0311606 | val_loss: 0.031172 | Time: 13546.6 ms [2022-04-12 18:19:45 main:574] : INFO : Epoch 1924 | loss: 0.0311615 | val_loss: 0.031171 | Time: 13350.9 ms [2022-04-12 18:20:00 main:574] : INFO : Epoch 1925 | loss: 0.0311618 | val_loss: 0.0311738 | Time: 15157.2 ms [2022-04-12 18:20:16 main:574] : INFO : Epoch 1926 | loss: 0.0311601 | val_loss: 0.031171 | Time: 15409.1 ms [2022-04-12 18:20:29 main:574] : INFO : Epoch 1927 | loss: 0.0311604 | val_loss: 0.0311707 | Time: 13865.5 ms [2022-04-12 18:20:44 main:574] : INFO : Epoch 1928 | loss: 0.0311593 | val_loss: 0.0311713 | Time: 14254.4 ms [2022-04-12 18:20:58 main:574] : INFO : Epoch 1929 | loss: 0.0311593 | val_loss: 0.0311696 | Time: 13975.2 ms [2022-04-12 18:21:12 main:574] : INFO : Epoch 1930 | loss: 0.0311584 | val_loss: 0.0311696 | Time: 13798.6 ms [2022-04-12 18:21:25 main:574] : INFO : Epoch 1931 | loss: 0.0311589 | val_loss: 0.0311702 | Time: 13893.6 ms [2022-04-12 18:21:39 main:574] : INFO : Epoch 1932 | loss: 0.0311587 | val_loss: 0.0311682 | Time: 13776 ms [2022-04-12 18:21:53 main:574] : INFO : Epoch 1933 | loss: 0.0311579 | val_loss: 0.0311696 | Time: 13552 ms [2022-04-12 18:22:06 main:574] : INFO : Epoch 1934 | loss: 0.0311575 | val_loss: 0.03117 | Time: 13235.1 ms [2022-04-12 18:22:26 main:574] : INFO : Epoch 1935 | loss: 0.0311579 | val_loss: 0.0311724 | Time: 19713.3 ms [2022-04-12 18:22:45 main:574] : INFO : Epoch 1936 | loss: 0.0311581 | val_loss: 0.0311711 | Time: 19348 ms [2022-04-12 18:22:59 main:574] : INFO : Epoch 1937 | loss: 0.0311583 | val_loss: 0.0311715 | Time: 14389 ms [2022-04-12 18:23:12 main:574] : INFO : Epoch 1938 | loss: 0.0311578 | val_loss: 0.0311715 | Time: 12851 ms [2022-04-12 18:23:25 main:574] : INFO : Epoch 1939 | loss: 0.0311585 | val_loss: 0.0311707 | Time: 12537.7 ms [2022-04-12 18:23:38 main:574] : INFO : Epoch 1940 | loss: 0.0311564 | val_loss: 0.0311704 | Time: 13326.6 ms [2022-04-12 18:23:51 main:574] : INFO : Epoch 1941 | loss: 0.0311566 | val_loss: 0.031171 | Time: 12818.2 ms [2022-04-12 18:24:04 main:574] : INFO : Epoch 1942 | loss: 0.0311584 | val_loss: 0.0311705 | Time: 12507.3 ms [2022-04-12 18:24:16 main:574] : INFO : Epoch 1943 | loss: 0.0311561 | val_loss: 0.0311695 | Time: 12664 ms [2022-04-12 18:24:28 main:574] : INFO : Epoch 1944 | loss: 0.0311566 | val_loss: 0.0311756 | Time: 11652.8 ms [2022-04-12 18:24:40 main:574] : INFO : Epoch 1945 | loss: 0.0311561 | val_loss: 0.0311712 | Time: 11754.6 ms [2022-04-12 18:24:52 main:574] : INFO : Epoch 1946 | loss: 0.0311555 | val_loss: 0.0311703 | Time: 12256 ms [2022-04-12 18:25:04 main:574] : INFO : Epoch 1947 | loss: 0.0311541 | val_loss: 0.0311741 | Time: 11785.7 ms [2022-04-12 18:25:15 main:574] : INFO : Epoch 1948 | loss: 0.0311543 | val_loss: 0.0311732 | Time: 11219.7 ms [2022-04-12 18:25:26 main:574] : INFO : Epoch 1949 | loss: 0.0311552 | val_loss: 0.031173 | Time: 11174.3 ms [2022-04-12 18:25:39 main:574] : INFO : Epoch 1950 | loss: 0.0311556 | val_loss: 0.0311745 | Time: 12392.5 ms [2022-04-12 18:25:51 main:574] : INFO : Epoch 1951 | loss: 0.0311566 | val_loss: 0.031173 | Time: 12379.7 ms [2022-04-12 18:26:04 main:574] : INFO : Epoch 1952 | loss: 0.0311569 | val_loss: 0.0311737 | Time: 13044 ms [2022-04-12 18:26:16 main:574] : INFO : Epoch 1953 | loss: 0.0311625 | val_loss: 0.031174 | Time: 11695.2 ms [2022-04-12 18:26:27 main:574] : INFO : Epoch 1954 | loss: 0.0311633 | val_loss: 0.0311709 | Time: 11462.5 ms [2022-04-12 18:26:39 main:574] : INFO : Epoch 1955 | loss: 0.031162 | val_loss: 0.0311748 | Time: 12151 ms [2022-04-12 18:26:51 main:574] : INFO : Epoch 1956 | loss: 0.0311707 | val_loss: 0.0311829 | Time: 11350.7 ms [2022-04-12 18:27:02 main:574] : INFO : Epoch 1957 | loss: 0.0311773 | val_loss: 0.031183 | Time: 11257.9 ms [2022-04-12 18:27:15 main:574] : INFO : Epoch 1958 | loss: 0.0311742 | val_loss: 0.0311795 | Time: 12666.4 ms [2022-04-12 18:27:28 main:574] : INFO : Epoch 1959 | loss: 0.0311704 | val_loss: 0.031182 | Time: 13305.6 ms [2022-04-12 18:27:40 main:574] : INFO : Epoch 1960 | loss: 0.0311688 | val_loss: 0.0311755 | Time: 12260.4 ms [2022-04-12 18:28:04 main:574] : INFO : Epoch 1961 | loss: 0.0311679 | val_loss: 0.0311783 | Time: 24292.9 ms [2022-04-12 18:28:18 main:574] : INFO : Epoch 1962 | loss: 0.031171 | val_loss: 0.0311781 | Time: 13291.2 ms [2022-04-12 18:28:31 main:574] : INFO : Epoch 1963 | loss: 0.0311709 | val_loss: 0.0311796 | Time: 13298.1 ms [2022-04-12 18:28:46 main:574] : INFO : Epoch 1964 | loss: 0.0311692 | val_loss: 0.0311809 | Time: 14533.2 ms [2022-04-12 18:28:58 main:574] : INFO : Epoch 1965 | loss: 0.0311664 | val_loss: 0.0311759 | Time: 12565.8 ms [2022-04-12 18:29:11 main:574] : INFO : Epoch 1966 | loss: 0.0311653 | val_loss: 0.0311746 | Time: 12569 ms [2022-04-12 18:29:24 main:574] : INFO : Epoch 1967 | loss: 0.0311641 | val_loss: 0.0311753 | Time: 13163.1 ms [2022-04-12 18:29:36 main:574] : INFO : Epoch 1968 | loss: 0.031163 | val_loss: 0.0311769 | Time: 12332.3 ms [2022-04-12 18:29:49 main:574] : INFO : Epoch 1969 | loss: 0.0311633 | val_loss: 0.0311768 | Time: 12635.5 ms [2022-04-12 18:30:01 main:574] : INFO : Epoch 1970 | loss: 0.0311641 | val_loss: 0.0311735 | Time: 12216.8 ms [2022-04-12 18:30:13 main:574] : INFO : Epoch 1971 | loss: 0.0311655 | val_loss: 0.0311735 | Time: 12209.3 ms [2022-04-12 18:30:27 main:574] : INFO : Epoch 1972 | loss: 0.0311647 | val_loss: 0.0311727 | Time: 13951.2 ms [2022-04-12 18:30:42 main:574] : INFO : Epoch 1973 | loss: 0.0311672 | val_loss: 0.0311789 | Time: 14971.4 ms [2022-04-12 18:30:54 main:574] : INFO : Epoch 1974 | loss: 0.031171 | val_loss: 0.0311785 | Time: 12095.2 ms [2022-04-12 18:31:06 main:574] : INFO : Epoch 1975 | loss: 0.0311699 | val_loss: 0.0311799 | Time: 12105 ms [2022-04-12 18:31:18 main:574] : INFO : Epoch 1976 | loss: 0.0311691 | val_loss: 0.0311809 | Time: 11288.3 ms [2022-04-12 18:31:30 main:574] : INFO : Epoch 1977 | loss: 0.0311668 | val_loss: 0.0311809 | Time: 11891.8 ms [2022-04-12 18:31:41 main:574] : INFO : Epoch 1978 | loss: 0.0311661 | val_loss: 0.0311788 | Time: 11221.8 ms [2022-04-12 18:31:52 main:574] : INFO : Epoch 1979 | loss: 0.0311635 | val_loss: 0.0311786 | Time: 11338.5 ms [2022-04-12 18:32:04 main:574] : INFO : Epoch 1980 | loss: 0.0311639 | val_loss: 0.0311852 | Time: 11392 ms [2022-04-12 18:32:15 main:574] : INFO : Epoch 1981 | loss: 0.0311643 | val_loss: 0.0311785 | Time: 11099.3 ms [2022-04-12 18:32:26 main:574] : INFO : Epoch 1982 | loss: 0.0311642 | val_loss: 0.0311786 | Time: 11306.1 ms [2022-04-12 18:32:38 main:574] : INFO : Epoch 1983 | loss: 0.0311629 | val_loss: 0.0311809 | Time: 11935.4 ms [2022-04-12 18:32:49 main:574] : INFO : Epoch 1984 | loss: 0.0311631 | val_loss: 0.0311793 | Time: 11412.7 ms [2022-04-12 18:33:01 main:574] : INFO : Epoch 1985 | loss: 0.0311635 | val_loss: 0.0311824 | Time: 11374.3 ms [2022-04-12 18:33:12 main:574] : INFO : Epoch 1986 | loss: 0.0311657 | val_loss: 0.031178 | Time: 11431 ms [2022-04-12 18:33:24 main:574] : INFO : Epoch 1987 | loss: 0.0311654 | val_loss: 0.0311748 | Time: 11929.2 ms [2022-04-12 18:33:36 main:574] : INFO : Epoch 1988 | loss: 0.0311643 | val_loss: 0.031176 | Time: 11895.5 ms [2022-04-12 18:33:48 main:574] : INFO : Epoch 1989 | loss: 0.0311636 | val_loss: 0.0311745 | Time: 11402.9 ms [2022-04-12 18:33:59 main:574] : INFO : Epoch 1990 | loss: 0.0311646 | val_loss: 0.0311754 | Time: 11391.6 ms [2022-04-12 18:34:11 main:574] : INFO : Epoch 1991 | loss: 0.0311637 | val_loss: 0.031175 | Time: 11680.7 ms [2022-04-12 18:34:22 main:574] : INFO : Epoch 1992 | loss: 0.0311627 | val_loss: 0.0311749 | Time: 11614.5 ms [2022-04-12 18:34:34 main:574] : INFO : Epoch 1993 | loss: 0.0311623 | val_loss: 0.0311733 | Time: 11341.8 ms [2022-04-12 18:34:45 main:574] : INFO : Epoch 1994 | loss: 0.0311628 | val_loss: 0.0311733 | Time: 11356.1 ms [2022-04-12 18:34:57 main:574] : INFO : Epoch 1995 | loss: 0.0311644 | val_loss: 0.0311733 | Time: 11501.7 ms [2022-04-12 18:35:08 main:574] : INFO : Epoch 1996 | loss: 0.0311639 | val_loss: 0.0311746 | Time: 11839.4 ms [2022-04-12 18:35:21 main:574] : INFO : Epoch 1997 | loss: 0.0311646 | val_loss: 0.0311751 | Time: 12710 ms [2022-04-12 18:35:35 main:574] : INFO : Epoch 1998 | loss: 0.0311625 | val_loss: 0.0311742 | Time: 13309.7 ms [2022-04-12 18:35:48 main:574] : INFO : Epoch 1999 | loss: 0.0311626 | val_loss: 0.0311742 | Time: 13921.5 ms [2022-04-12 18:36:11 main:574] : INFO : Epoch 2000 | loss: 0.0311631 | val_loss: 0.0311747 | Time: 22108.1 ms [2022-04-12 18:36:22 main:574] : INFO : Epoch 2001 | loss: 0.0311621 | val_loss: 0.0311762 | Time: 11724.1 ms [2022-04-12 18:36:34 main:574] : INFO : Epoch 2002 | loss: 0.0311624 | val_loss: 0.0311748 | Time: 11930.7 ms [2022-04-12 18:36:46 main:574] : INFO : Epoch 2003 | loss: 0.0311617 | val_loss: 0.0311767 | Time: 11952.5 ms [2022-04-12 18:36:58 main:574] : INFO : Epoch 2004 | loss: 0.0311607 | val_loss: 0.0311769 | Time: 11669.2 ms [2022-04-12 18:37:09 main:574] : INFO : Epoch 2005 | loss: 0.0311608 | val_loss: 0.0311747 | Time: 11454.9 ms [2022-04-12 18:37:21 main:574] : INFO : Epoch 2006 | loss: 0.0311608 | val_loss: 0.031176 | Time: 11498 ms [2022-04-12 18:37:33 main:574] : INFO : Epoch 2007 | loss: 0.0311604 | val_loss: 0.0311746 | Time: 12077.5 ms [2022-04-12 18:37:45 main:574] : INFO : Epoch 2008 | loss: 0.0311608 | val_loss: 0.0311784 | Time: 12278.5 ms [2022-04-12 18:37:57 main:574] : INFO : Epoch 2009 | loss: 0.0311603 | val_loss: 0.0311752 | Time: 11971.3 ms [2022-04-12 18:38:10 main:574] : INFO : Epoch 2010 | loss: 0.0311613 | val_loss: 0.0311756 | Time: 12415 ms [2022-04-12 18:38:22 main:574] : INFO : Epoch 2011 | loss: 0.0311624 | val_loss: 0.031182 | Time: 12120.2 ms [2022-04-12 18:38:33 main:574] : INFO : Epoch 2012 | loss: 0.0311625 | val_loss: 0.0311761 | Time: 11787.6 ms [2022-04-12 18:38:45 main:574] : INFO : Epoch 2013 | loss: 0.0311642 | val_loss: 0.0311775 | Time: 11630 ms [2022-04-12 18:38:57 main:574] : INFO : Epoch 2014 | loss: 0.031163 | val_loss: 0.0311751 | Time: 11609 ms [2022-04-12 18:39:09 main:574] : INFO : Epoch 2015 | loss: 0.0311618 | val_loss: 0.0311783 | Time: 12117 ms [2022-04-12 18:39:21 main:574] : INFO : Epoch 2016 | loss: 0.0311642 | val_loss: 0.0311773 | Time: 12440 ms [2022-04-12 18:39:33 main:574] : INFO : Epoch 2017 | loss: 0.0311637 | val_loss: 0.0311823 | Time: 11677.1 ms [2022-04-12 18:39:45 main:574] : INFO : Epoch 2018 | loss: 0.0311603 | val_loss: 0.0311712 | Time: 12039.6 ms [2022-04-12 18:39:57 main:574] : INFO : Epoch 2019 | loss: 0.031159 | val_loss: 0.0311734 | Time: 11983 ms [2022-04-12 18:40:09 main:574] : INFO : Epoch 2020 | loss: 0.0311595 | val_loss: 0.0311679 | Time: 11777.1 ms [2022-04-12 18:40:21 main:574] : INFO : Epoch 2021 | loss: 0.03116 | val_loss: 0.0311678 | Time: 11875.7 ms [2022-04-12 18:40:33 main:574] : INFO : Epoch 2022 | loss: 0.0311674 | val_loss: 0.0311734 | Time: 11878.5 ms [2022-04-12 18:40:45 main:574] : INFO : Epoch 2023 | loss: 0.0311745 | val_loss: 0.0311767 | Time: 12711.1 ms [2022-04-12 18:40:58 main:574] : INFO : Epoch 2024 | loss: 0.0311737 | val_loss: 0.0311748 | Time: 12320.9 ms [2022-04-12 18:41:10 main:574] : INFO : Epoch 2025 | loss: 0.0311703 | val_loss: 0.0311746 | Time: 11892.4 ms [2022-04-12 18:41:22 main:574] : INFO : Epoch 2026 | loss: 0.031169 | val_loss: 0.0311746 | Time: 12124.4 ms [2022-04-12 18:41:33 main:574] : INFO : Epoch 2027 | loss: 0.0311681 | val_loss: 0.0311745 | Time: 11620.3 ms [2022-04-12 18:41:45 main:574] : INFO : Epoch 2028 | loss: 0.0311687 | val_loss: 0.0311755 | Time: 11509.7 ms [2022-04-12 18:41:56 main:574] : INFO : Epoch 2029 | loss: 0.0311668 | val_loss: 0.0311762 | Time: 11457.9 ms [2022-04-12 18:42:08 main:574] : INFO : Epoch 2030 | loss: 0.0311665 | val_loss: 0.0311754 | Time: 11710.3 ms [2022-04-12 18:42:20 main:574] : INFO : Epoch 2031 | loss: 0.031166 | val_loss: 0.0311762 | Time: 11697 ms [2022-04-12 18:42:31 main:574] : INFO : Epoch 2032 | loss: 0.031167 | val_loss: 0.0311748 | Time: 11713.7 ms [2022-04-12 18:42:43 main:574] : INFO : Epoch 2033 | loss: 0.0311675 | val_loss: 0.0311751 | Time: 11736.4 ms [2022-04-12 18:42:55 main:574] : INFO : Epoch 2034 | loss: 0.0311666 | val_loss: 0.0311738 | Time: 11562 ms [2022-04-12 18:43:06 main:574] : INFO : Epoch 2035 | loss: 0.0311672 | val_loss: 0.0311745 | Time: 11574.4 ms [2022-04-12 18:43:18 main:574] : INFO : Epoch 2036 | loss: 0.0311678 | val_loss: 0.0311745 | Time: 11739.6 ms [2022-04-12 18:43:30 main:574] : INFO : Epoch 2037 | loss: 0.0311688 | val_loss: 0.0311746 | Time: 11607.1 ms [2022-04-12 18:43:41 main:574] : INFO : Epoch 2038 | loss: 0.031167 | val_loss: 0.0311716 | Time: 11566.7 ms [2022-04-12 18:43:53 main:574] : INFO : Epoch 2039 | loss: 0.0311677 | val_loss: 0.0311745 | Time: 11650.4 ms [2022-04-12 18:44:05 main:574] : INFO : Epoch 2040 | loss: 0.0311664 | val_loss: 0.0311736 | Time: 11618.2 ms [2022-04-12 18:44:16 main:574] : INFO : Epoch 2041 | loss: 0.0311661 | val_loss: 0.0311719 | Time: 11510.3 ms [2022-04-12 18:44:28 main:574] : INFO : Epoch 2042 | loss: 0.0311658 | val_loss: 0.0311733 | Time: 11768.7 ms [2022-04-12 18:44:40 main:574] : INFO : Epoch 2043 | loss: 0.0311658 | val_loss: 0.0311727 | Time: 12108.8 ms [2022-04-12 18:44:52 main:574] : INFO : Epoch 2044 | loss: 0.0311644 | val_loss: 0.0311734 | Time: 11517.7 ms [2022-04-12 18:45:03 main:574] : INFO : Epoch 2045 | loss: 0.0311652 | val_loss: 0.0311726 | Time: 11621.6 ms [2022-04-12 18:45:15 main:574] : INFO : Epoch 2046 | loss: 0.0311647 | val_loss: 0.0311738 | Time: 12263.3 ms [2022-04-12 18:45:27 main:574] : INFO : Epoch 2047 | loss: 0.031164 | val_loss: 0.031172 | Time: 11978.2 ms [2022-04-12 18:45:40 main:574] : INFO : Epoch 2048 | loss: 0.0311631 | val_loss: 0.0311726 | Time: 12119.4 ms [2022-04-12 18:45:40 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311726 [2022-04-12 18:45:40 main:603] : INFO : Saving end state to config to file [2022-04-12 18:45:40 main:608] : INFO : Success, exiting.. 18:45:40 (21016): 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)