Task 9706959
| Name | ParityModified-1638633527-13155-1-0_0 |
| Workunit | 7104234 |
| Created | 11 Dec 2021, 19:26:03 UTC |
| Sent | 17 Dec 2021, 14:07:35 UTC |
| Report deadline | 25 Dec 2021, 14:07:35 UTC |
| Received | 25 Dec 2021, 13:14:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 157 |
| Run time | 10 hours 57 min 41 sec |
| CPU time | 6 hours 47 min |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,474.06 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> ms [2021-12-25 03:27:17 main:574] : INFO : Epoch 1656 | loss: 0.0311643 | val_loss: 0.0311711 | Time: 15833.7 ms [2021-12-25 03:27:34 main:574] : INFO : Epoch 1657 | loss: 0.031164 | val_loss: 0.0311701 | Time: 16687 ms [2021-12-25 03:27:49 main:574] : INFO : Epoch 1658 | loss: 0.0311646 | val_loss: 0.031172 | Time: 15581.8 ms [2021-12-25 03:28:05 main:574] : INFO : Epoch 1659 | loss: 0.0311671 | val_loss: 0.0311728 | Time: 15820.3 ms [2021-12-25 03:28:22 main:574] : INFO : Epoch 1660 | loss: 0.0311654 | val_loss: 0.031167 | Time: 16610.3 ms [2021-12-25 03:28:38 main:574] : INFO : Epoch 1661 | loss: 0.0311658 | val_loss: 0.0311648 | Time: 15846 ms [2021-12-25 03:28:55 main:574] : INFO : Epoch 1662 | loss: 0.0311669 | val_loss: 0.0311705 | Time: 16435.3 ms [2021-12-25 03:29:11 main:574] : INFO : Epoch 1663 | loss: 0.0311643 | val_loss: 0.0311662 | Time: 16064.4 ms [2021-12-25 03:29:26 main:574] : INFO : Epoch 1664 | loss: 0.0311609 | val_loss: 0.0311679 | Time: 15648.4 ms [2021-12-25 03:29:43 main:574] : INFO : Epoch 1665 | loss: 0.0311593 | val_loss: 0.0311652 | Time: 16746.4 ms [2021-12-25 03:30:00 main:574] : INFO : Epoch 1666 | loss: 0.0311587 | val_loss: 0.0311685 | Time: 16241.6 ms [2021-12-25 03:30:16 main:574] : INFO : Epoch 1667 | loss: 0.0311583 | val_loss: 0.0311657 | Time: 16029.7 ms [2021-12-25 03:30:32 main:574] : INFO : Epoch 1668 | loss: 0.0311564 | val_loss: 0.031168 | Time: 16427.2 ms [2021-12-25 03:30:48 main:574] : INFO : Epoch 1669 | loss: 0.031159 | val_loss: 0.0311708 | Time: 15929 ms [2021-12-25 03:31:05 main:574] : INFO : Epoch 1670 | loss: 0.0311583 | val_loss: 0.0311677 | Time: 16531 ms [2021-12-25 03:31:22 main:574] : INFO : Epoch 1671 | loss: 0.0311572 | val_loss: 0.0311689 | Time: 16703 ms [2021-12-25 03:31:41 main:574] : INFO : Epoch 1672 | loss: 0.0311543 | val_loss: 0.0311659 | Time: 19060.7 ms [2021-12-25 03:31:57 main:574] : INFO : Epoch 1673 | loss: 0.0311526 | val_loss: 0.0311684 | Time: 15678.3 ms [2021-12-25 03:32:13 main:574] : INFO : Epoch 1674 | loss: 0.0311529 | val_loss: 0.0311677 | Time: 16146.5 ms [2021-12-25 03:32:29 main:574] : INFO : Epoch 1675 | loss: 0.0311511 | val_loss: 0.0311665 | Time: 15769 ms [2021-12-25 03:32:45 main:574] : INFO : Epoch 1676 | loss: 0.0311511 | val_loss: 0.0311663 | Time: 16500.8 ms [2021-12-25 03:33:02 main:574] : INFO : Epoch 1677 | loss: 0.0311516 | val_loss: 0.0311698 | Time: 17129.9 ms [2021-12-25 03:33:19 main:574] : INFO : Epoch 1678 | loss: 0.0311522 | val_loss: 0.0311682 | Time: 16428.8 ms [2021-12-25 03:33:35 main:574] : INFO : Epoch 1679 | loss: 0.0311503 | val_loss: 0.031168 | Time: 16211.8 ms [2021-12-25 03:33:52 main:574] : INFO : Epoch 1680 | loss: 0.0311518 | val_loss: 0.0311722 | Time: 16202.5 ms [2021-12-25 03:34:07 main:574] : INFO : Epoch 1681 | loss: 0.03115 | val_loss: 0.0311654 | Time: 15819.1 ms [2021-12-25 03:34:24 main:574] : INFO : Epoch 1682 | loss: 0.0311477 | val_loss: 0.0311628 | Time: 16487.4 ms [2021-12-25 03:34:41 main:574] : INFO : Epoch 1683 | loss: 0.0311466 | val_loss: 0.0311654 | Time: 16699.4 ms [2021-12-25 03:34:57 main:574] : INFO : Epoch 1684 | loss: 0.0311483 | val_loss: 0.0311636 | Time: 16254.7 ms [2021-12-25 03:35:14 main:574] : INFO : Epoch 1685 | loss: 0.0311502 | val_loss: 0.0311682 | Time: 16298.4 ms [2021-12-25 03:35:30 main:574] : INFO : Epoch 1686 | loss: 0.0311538 | val_loss: 0.0311691 | Time: 15776 ms [2021-12-25 03:35:46 main:574] : INFO : Epoch 1687 | loss: 0.0311502 | val_loss: 0.0311692 | Time: 16305.1 ms [2021-12-25 03:36:03 main:574] : INFO : Epoch 1688 | loss: 0.0311479 | val_loss: 0.0311657 | Time: 16597.5 ms [2021-12-25 03:36:19 main:574] : INFO : Epoch 1689 | loss: 0.0311503 | val_loss: 0.0311614 | Time: 16081.7 ms [2021-12-25 03:36:35 main:574] : INFO : Epoch 1690 | loss: 0.0311473 | val_loss: 0.0311589 | Time: 16546.8 ms [2021-12-25 03:36:51 main:574] : INFO : Epoch 1691 | loss: 0.0311471 | val_loss: 0.031168 | Time: 15952.1 ms [2021-12-25 03:37:07 main:574] : INFO : Epoch 1692 | loss: 0.031147 | val_loss: 0.0311616 | Time: 15478.7 ms [2021-12-25 03:37:23 main:574] : INFO : Epoch 1693 | loss: 0.0311473 | val_loss: 0.0311661 | Time: 16358.8 ms [2021-12-25 03:37:40 main:574] : INFO : Epoch 1694 | loss: 0.0311467 | val_loss: 0.0311624 | Time: 16409 ms [2021-12-25 03:37:56 main:574] : INFO : Epoch 1695 | loss: 0.0311515 | val_loss: 0.0311712 | Time: 16066.7 ms [2021-12-25 03:38:12 main:574] : INFO : Epoch 1696 | loss: 0.0311525 | val_loss: 0.0311603 | Time: 16031.2 ms [2021-12-25 03:38:28 main:574] : INFO : Epoch 1697 | loss: 0.0311491 | val_loss: 0.03116 | Time: 15710 ms [2021-12-25 03:38:45 main:574] : INFO : Epoch 1698 | loss: 0.031148 | val_loss: 0.0311596 | Time: 16986.8 ms [2021-12-25 03:39:02 main:574] : INFO : Epoch 1699 | loss: 0.0311448 | val_loss: 0.0311589 | Time: 16539.1 ms [2021-12-25 03:39:18 main:574] : INFO : Epoch 1700 | loss: 0.0311437 | val_loss: 0.0311586 | Time: 16482.2 ms [2021-12-25 03:39:35 main:574] : INFO : Epoch 1701 | loss: 0.0311426 | val_loss: 0.0311621 | Time: 17064.6 ms [2021-12-25 03:39:52 main:574] : INFO : Epoch 1702 | loss: 0.0311428 | val_loss: 0.0311586 | Time: 16180 ms [2021-12-25 03:40:07 main:574] : INFO : Epoch 1703 | loss: 0.0311439 | val_loss: 0.0311633 | Time: 15540.6 ms [2021-12-25 03:40:24 main:574] : INFO : Epoch 1704 | loss: 0.0311418 | val_loss: 0.0311631 | Time: 16182 ms [2021-12-25 03:40:40 main:574] : INFO : Epoch 1705 | loss: 0.0311412 | val_loss: 0.0311581 | Time: 15978.8 ms [2021-12-25 03:40:56 main:574] : INFO : Epoch 1706 | loss: 0.0311405 | val_loss: 0.0311642 | Time: 16316.4 ms [2021-12-25 03:41:12 main:574] : INFO : Epoch 1707 | loss: 0.0311405 | val_loss: 0.031159 | Time: 16281.9 ms [2021-12-25 03:41:28 main:574] : INFO : Epoch 1708 | loss: 0.0311402 | val_loss: 0.0311615 | Time: 15364.5 ms [2021-12-25 03:41:44 main:574] : INFO : Epoch 1709 | loss: 0.0311384 | val_loss: 0.0311588 | Time: 16411 ms [2021-12-25 03:42:01 main:574] : INFO : Epoch 1710 | loss: 0.0311401 | val_loss: 0.0311574 | Time: 16108.6 ms [2021-12-25 03:42:17 main:574] : INFO : Epoch 1711 | loss: 0.0311427 | val_loss: 0.0311583 | Time: 15930.9 ms [2021-12-25 03:42:33 main:574] : INFO : Epoch 1712 | loss: 0.0311414 | val_loss: 0.0311565 | Time: 16494.4 ms [2021-12-25 03:42:49 main:574] : INFO : Epoch 1713 | loss: 0.0311408 | val_loss: 0.0311548 | Time: 16103 ms [2021-12-25 03:43:06 main:574] : INFO : Epoch 1714 | loss: 0.0311383 | val_loss: 0.0311578 | Time: 16675 ms [2021-12-25 03:43:26 main:574] : INFO : Epoch 1715 | loss: 0.0311395 | val_loss: 0.031155 | Time: 20089.5 ms [2021-12-25 03:43:44 main:574] : INFO : Epoch 1716 | loss: 0.0311369 | val_loss: 0.0311576 | Time: 17103 ms [2021-12-25 03:43:59 main:574] : INFO : Epoch 1717 | loss: 0.0311376 | val_loss: 0.0311558 | Time: 15691.7 ms [2021-12-25 03:44:16 main:574] : INFO : Epoch 1718 | loss: 0.0311364 | val_loss: 0.0311562 | Time: 16539.2 ms [2021-12-25 03:44:32 main:574] : INFO : Epoch 1719 | loss: 0.0311365 | val_loss: 0.0311537 | Time: 16474.9 ms [2021-12-25 03:44:48 main:574] : INFO : Epoch 1720 | loss: 0.0311368 | val_loss: 0.0311581 | Time: 15517 ms [2021-12-25 03:45:05 main:574] : INFO : Epoch 1721 | loss: 0.0311386 | val_loss: 0.0311572 | Time: 16677.5 ms [2021-12-25 03:45:21 main:574] : INFO : Epoch 1722 | loss: 0.0311395 | val_loss: 0.031161 | Time: 15816.6 ms [2021-12-25 03:45:37 main:574] : INFO : Epoch 1723 | loss: 0.0311395 | val_loss: 0.0311617 | Time: 16030.8 ms [2021-12-25 03:45:53 main:574] : INFO : Epoch 1724 | loss: 0.031143 | val_loss: 0.0311577 | Time: 16365.7 ms [2021-12-25 03:46:09 main:574] : INFO : Epoch 1725 | loss: 0.0311452 | val_loss: 0.0311575 | Time: 15755.6 ms [2021-12-25 03:46:26 main:574] : INFO : Epoch 1726 | loss: 0.0311471 | val_loss: 0.0311559 | Time: 16447.4 ms [2021-12-25 03:46:42 main:574] : INFO : Epoch 1727 | loss: 0.031145 | val_loss: 0.0311512 | Time: 16114.8 ms [2021-12-25 03:46:58 main:574] : INFO : Epoch 1728 | loss: 0.0311424 | val_loss: 0.0311539 | Time: 15645.3 ms [2021-12-25 03:47:14 main:574] : INFO : Epoch 1729 | loss: 0.0311415 | val_loss: 0.0311533 | Time: 16206 ms [2021-12-25 03:47:30 main:574] : INFO : Epoch 1730 | loss: 0.0311489 | val_loss: 0.0311636 | Time: 15981.3 ms [2021-12-25 03:47:46 main:574] : INFO : Epoch 1731 | loss: 0.0311512 | val_loss: 0.0311596 | Time: 16152.3 ms [2021-12-25 03:48:03 main:574] : INFO : Epoch 1732 | loss: 0.0311509 | val_loss: 0.0311606 | Time: 16079.6 ms [2021-12-25 03:48:19 main:574] : INFO : Epoch 1733 | loss: 0.0311572 | val_loss: 0.0311609 | Time: 15938.9 ms [2021-12-25 03:48:36 main:574] : INFO : Epoch 1734 | loss: 0.0311508 | val_loss: 0.031161 | Time: 17072.2 ms [2021-12-25 03:48:52 main:574] : INFO : Epoch 1735 | loss: 0.0311498 | val_loss: 0.0311595 | Time: 16105.8 ms [2021-12-25 03:49:08 main:574] : INFO : Epoch 1736 | loss: 0.031149 | val_loss: 0.0311569 | Time: 15629.4 ms [2021-12-25 03:49:24 main:574] : INFO : Epoch 1737 | loss: 0.0311454 | val_loss: 0.0311555 | Time: 16326.1 ms [2021-12-25 03:49:41 main:574] : INFO : Epoch 1738 | loss: 0.0311425 | val_loss: 0.0311578 | Time: 16573.8 ms [2021-12-25 03:49:57 main:574] : INFO : Epoch 1739 | loss: 0.0311414 | val_loss: 0.0311569 | Time: 16521 ms [2021-12-25 03:50:14 main:574] : INFO : Epoch 1740 | loss: 0.0311404 | val_loss: 0.0311553 | Time: 16315.9 ms [2021-12-25 03:50:30 main:574] : INFO : Epoch 1741 | loss: 0.0311402 | val_loss: 0.0311562 | Time: 15728.8 ms [2021-12-25 03:50:47 main:574] : INFO : Epoch 1742 | loss: 0.0311412 | val_loss: 0.0311625 | Time: 17064.4 ms [2021-12-25 03:51:04 main:574] : INFO : Epoch 1743 | loss: 0.0311408 | val_loss: 0.0311587 | Time: 17471.7 ms [2021-12-25 03:51:22 main:574] : INFO : Epoch 1744 | loss: 0.0311408 | val_loss: 0.0311596 | Time: 17502.2 ms [2021-12-25 03:51:40 main:574] : INFO : Epoch 1745 | loss: 0.0311438 | val_loss: 0.0311605 | Time: 17896.3 ms [2021-12-25 03:51:58 main:574] : INFO : Epoch 1746 | loss: 0.0311407 | val_loss: 0.0311595 | Time: 17600.3 ms [2021-12-25 03:52:16 main:574] : INFO : Epoch 1747 | loss: 0.0311397 | val_loss: 0.0311603 | Time: 18380.1 ms [2021-12-25 03:52:34 main:574] : INFO : Epoch 1748 | loss: 0.0311424 | val_loss: 0.0311599 | Time: 17895.8 ms [2021-12-25 03:52:52 main:574] : INFO : Epoch 1749 | loss: 0.0311417 | val_loss: 0.0311582 | Time: 18048.4 ms [2021-12-25 03:53:11 main:574] : INFO : Epoch 1750 | loss: 0.0311423 | val_loss: 0.0311657 | Time: 17901 ms [2021-12-25 03:53:28 main:574] : INFO : Epoch 1751 | loss: 0.0311427 | val_loss: 0.0311645 | Time: 17261.6 ms [2021-12-25 03:53:46 main:574] : INFO : Epoch 1752 | loss: 0.0311462 | val_loss: 0.0311606 | Time: 18419.1 ms [2021-12-25 03:54:04 main:574] : INFO : Epoch 1753 | loss: 0.031147 | val_loss: 0.0311626 | Time: 17758.9 ms [2021-12-25 03:54:23 main:574] : INFO : Epoch 1754 | loss: 0.0311483 | val_loss: 0.0311609 | Time: 19041.5 ms [2021-12-25 03:54:42 main:574] : INFO : Epoch 1755 | loss: 0.0311442 | val_loss: 0.0311642 | Time: 18049.3 ms [2021-12-25 03:54:59 main:574] : INFO : Epoch 1756 | loss: 0.0311438 | val_loss: 0.0311587 | Time: 17440.5 ms [2021-12-25 03:55:17 main:574] : INFO : Epoch 1757 | loss: 0.0311396 | val_loss: 0.0311583 | Time: 18135.2 ms [2021-12-25 03:55:35 main:574] : INFO : Epoch 1758 | loss: 0.0311436 | val_loss: 0.0311592 | Time: 18036.6 ms [2021-12-25 03:55:53 main:574] : INFO : Epoch 1759 | loss: 0.031145 | val_loss: 0.0311667 | Time: 17119.4 ms [2021-12-25 03:56:10 main:574] : INFO : Epoch 1760 | loss: 0.0311425 | val_loss: 0.0311619 | Time: 17404.7 ms [2021-12-25 03:56:28 main:574] : INFO : Epoch 1761 | loss: 0.0311395 | val_loss: 0.0311586 | Time: 17602.7 ms [2021-12-25 03:56:46 main:574] : INFO : Epoch 1762 | loss: 0.0311379 | val_loss: 0.0311632 | Time: 17624.2 ms [2021-12-25 03:57:04 main:574] : INFO : Epoch 1763 | loss: 0.0311392 | val_loss: 0.0311571 | Time: 18081.1 ms [2021-12-25 03:57:21 main:574] : INFO : Epoch 1764 | loss: 0.031139 | val_loss: 0.0311638 | Time: 17509.1 ms [2021-12-25 03:57:38 main:574] : INFO : Epoch 1765 | loss: 0.031138 | val_loss: 0.0311604 | Time: 17209.4 ms [2021-12-25 03:57:57 main:574] : INFO : Epoch 1766 | loss: 0.0311406 | val_loss: 0.0311647 | Time: 18323.9 ms [2021-12-25 03:58:15 main:574] : INFO : Epoch 1767 | loss: 0.0311452 | val_loss: 0.0311624 | Time: 17775.4 ms [2021-12-25 03:58:33 main:574] : INFO : Epoch 1768 | loss: 0.0311473 | val_loss: 0.0311611 | Time: 17973 ms [2021-12-25 03:58:50 main:574] : INFO : Epoch 1769 | loss: 0.031147 | val_loss: 0.0311608 | Time: 17391.1 ms [2021-12-25 03:59:08 main:574] : INFO : Epoch 1770 | loss: 0.0311456 | val_loss: 0.0311619 | Time: 17630.2 ms [2021-12-25 03:59:26 main:574] : INFO : Epoch 1771 | loss: 0.0311439 | val_loss: 0.0311637 | Time: 17655.3 ms [2021-12-25 03:59:43 main:574] : INFO : Epoch 1772 | loss: 0.0311421 | val_loss: 0.0311573 | Time: 17535.4 ms [2021-12-25 04:00:02 main:574] : INFO : Epoch 1773 | loss: 0.0311424 | val_loss: 0.0311585 | Time: 17945.8 ms [2021-12-25 04:00:25 main:574] : INFO : Epoch 1774 | loss: 0.0311428 | val_loss: 0.0311595 | Time: 23516.2 ms [2021-12-25 04:00:49 main:574] : INFO : Epoch 1775 | loss: 0.0311419 | val_loss: 0.0311591 | Time: 23966.8 ms [2021-12-25 04:01:19 main:574] : INFO : Epoch 1776 | loss: 0.0311409 | val_loss: 0.0311567 | Time: 29453.7 ms [2021-12-25 04:01:47 main:574] : INFO : Epoch 1777 | loss: 0.0311399 | val_loss: 0.0311565 | Time: 28427.4 ms [2021-12-25 04:02:13 main:574] : INFO : Epoch 1778 | loss: 0.0311391 | val_loss: 0.0311597 | Time: 25340 ms [2021-12-25 04:02:39 main:574] : INFO : Epoch 1779 | loss: 0.031142 | val_loss: 0.0311575 | Time: 26628.3 ms [2021-12-25 04:03:10 main:574] : INFO : Epoch 1780 | loss: 0.0311412 | val_loss: 0.0311625 | Time: 30953.2 ms [2021-12-25 04:03:39 main:574] : INFO : Epoch 1781 | loss: 0.0311374 | val_loss: 0.0311614 | Time: 28804.2 ms [2021-12-25 04:04:09 main:574] : INFO : Epoch 1782 | loss: 0.0311376 | val_loss: 0.0311608 | Time: 29702 ms [2021-12-25 04:04:36 main:574] : INFO : Epoch 1783 | loss: 0.0311366 | val_loss: 0.0311596 | Time: 27216.8 ms [2021-12-25 04:05:05 main:574] : INFO : Epoch 1784 | loss: 0.0311387 | val_loss: 0.0311592 | Time: 28545.5 ms [2021-12-25 04:05:32 main:574] : INFO : Epoch 1785 | loss: 0.0311403 | val_loss: 0.0311568 | Time: 26852 ms [2021-12-25 04:06:00 main:574] : INFO : Epoch 1786 | loss: 0.0311385 | val_loss: 0.0311542 | Time: 28042.1 ms [2021-12-25 04:06:29 main:574] : INFO : Epoch 1787 | loss: 0.0311369 | val_loss: 0.0311554 | Time: 29632.3 ms [2021-12-25 04:06:59 main:574] : INFO : Epoch 1788 | loss: 0.0311352 | val_loss: 0.031154 | Time: 29321 ms [2021-12-25 04:07:29 main:574] : INFO : Epoch 1789 | loss: 0.0311376 | val_loss: 0.0311563 | Time: 30258.9 ms [2021-12-25 04:08:00 main:574] : INFO : Epoch 1790 | loss: 0.0311369 | val_loss: 0.0311534 | Time: 30763.1 ms [2021-12-25 04:08:29 main:574] : INFO : Epoch 1791 | loss: 0.0311368 | val_loss: 0.0311571 | Time: 28693.6 ms [2021-12-25 04:08:59 main:574] : INFO : Epoch 1792 | loss: 0.0311357 | val_loss: 0.0311533 | Time: 29963.3 ms [2021-12-25 04:09:31 main:574] : INFO : Epoch 1793 | loss: 0.0311336 | val_loss: 0.0311532 | Time: 31825.5 ms [2021-12-25 04:09:59 main:574] : INFO : Epoch 1794 | loss: 0.0311383 | val_loss: 0.0311553 | Time: 28377.2 ms [2021-12-25 04:10:29 main:574] : INFO : Epoch 1795 | loss: 0.0311379 | val_loss: 0.0311636 | Time: 30240.2 ms [2021-12-25 04:11:00 main:574] : INFO : Epoch 1796 | loss: 0.0311611 | val_loss: 0.0311749 | Time: 30306.4 ms [2021-12-25 04:11:27 main:574] : INFO : Epoch 1797 | loss: 0.0311602 | val_loss: 0.0311651 | Time: 26943.2 ms [2021-12-25 04:11:55 main:574] : INFO : Epoch 1798 | loss: 0.0311552 | val_loss: 0.0311578 | Time: 28068.4 ms [2021-12-25 04:12:21 main:574] : INFO : Epoch 1799 | loss: 0.0311481 | val_loss: 0.031157 | Time: 26139.1 ms [2021-12-25 04:12:50 main:574] : INFO : Epoch 1800 | loss: 0.0311464 | val_loss: 0.0311533 | Time: 28616.8 ms [2021-12-25 04:13:17 main:574] : INFO : Epoch 1801 | loss: 0.0311451 | val_loss: 0.0311608 | Time: 26891.2 ms [2021-12-25 04:13:43 main:574] : INFO : Epoch 1802 | loss: 0.0311427 | val_loss: 0.0311545 | Time: 26460.5 ms [2021-12-25 04:14:11 main:574] : INFO : Epoch 1803 | loss: 0.0311389 | val_loss: 0.0311516 | Time: 27462.5 ms [2021-12-25 04:14:41 main:574] : INFO : Epoch 1804 | loss: 0.0311373 | val_loss: 0.031156 | Time: 29383.4 ms [2021-12-25 04:15:10 main:574] : INFO : Epoch 1805 | loss: 0.0311364 | val_loss: 0.0311499 | Time: 29358.8 ms [2021-12-25 04:15:37 main:574] : INFO : Epoch 1806 | loss: 0.0311364 | val_loss: 0.0311613 | Time: 27224.7 ms [2021-12-25 04:16:07 main:574] : INFO : Epoch 1807 | loss: 0.0311388 | val_loss: 0.0311499 | Time: 29462.4 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB) [2021-12-25 05:06:35 main:435] : INFO : Set logging level to 1 [2021-12-25 05:06:35 main:441] : INFO : Running in BOINC Client mode [2021-12-25 05:06:35 main:444] : INFO : Resolving all filenames [2021-12-25 05:06:35 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2021-12-25 05:06:35 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2021-12-25 05:06:35 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2021-12-25 05:06:35 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2021-12-25 05:06:35 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-12-25 05:06:35 main:472] : INFO : Dataset filename: dataset.hdf5 [2021-12-25 05:06:35 main:474] : INFO : Configuration: [2021-12-25 05:06:35 main:475] : INFO : Model type: GRU [2021-12-25 05:06:36 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-12-25 05:06:36 main:477] : INFO : Max Epochs: 2048 [2021-12-25 05:06:36 main:478] : INFO : Batch Size: 128 [2021-12-25 05:06:36 main:479] : INFO : Learning Rate: 0.01 [2021-12-25 05:06:36 main:480] : INFO : Patience: 10 [2021-12-25 05:06:36 main:481] : INFO : Hidden Width: 12 [2021-12-25 05:06:36 main:482] : INFO : # Recurrent Layers: 4 [2021-12-25 05:06:36 main:483] : INFO : # Backend Layers: 4 [2021-12-25 05:06:36 main:484] : INFO : # Threads: 1 [2021-12-25 05:06:36 main:486] : INFO : Preparing Dataset [2021-12-25 05:06:36 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2021-12-25 05:06:38 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2021-12-25 05:06:45 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-12-25 05:06:45 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2021-12-25 05:06:45 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2021-12-25 05:06:46 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-12-25 05:06:46 main:494] : INFO : Creating Model [2021-12-25 05:06:46 main:507] : INFO : Preparing config file [2021-12-25 05:06:46 main:511] : INFO : Found checkpoint, attempting to load... [2021-12-25 05:06:46 main:512] : INFO : Loading config [2021-12-25 05:06:46 main:514] : INFO : Loading state [2021-12-25 05:06:53 main:559] : INFO : Loading DataLoader into Memory [2021-12-25 05:06:53 main:562] : INFO : Starting Training [2021-12-25 05:07:32 main:574] : INFO : Epoch 1748 | loss: 0.0311703 | val_loss: 0.0311567 | Time: 38714.1 ms [2021-12-25 05:08:03 main:574] : INFO : Epoch 1749 | loss: 0.0311407 | val_loss: 0.0311575 | Time: 30675.7 ms [2021-12-25 05:08:37 main:574] : INFO : Epoch 1750 | loss: 0.0311392 | val_loss: 0.0311594 | Time: 33798.9 ms [2021-12-25 05:09:07 main:574] : INFO : Epoch 1751 | loss: 0.0311393 | val_loss: 0.0311591 | Time: 30274.9 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB) [2021-12-25 05:11:40 main:435] : INFO : Set logging level to 1 [2021-12-25 05:11:40 main:441] : INFO : Running in BOINC Client mode [2021-12-25 05:11:40 main:444] : INFO : Resolving all filenames [2021-12-25 05:11:40 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2021-12-25 05:11:40 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2021-12-25 05:11:40 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2021-12-25 05:11:40 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2021-12-25 05:11:40 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-12-25 05:11:40 main:472] : INFO : Dataset filename: dataset.hdf5 [2021-12-25 05:11:40 main:474] : INFO : Configuration: [2021-12-25 05:11:40 main:475] : INFO : Model type: GRU [2021-12-25 05:11:40 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-12-25 05:11:40 main:477] : INFO : Max Epochs: 2048 [2021-12-25 05:11:40 main:478] : INFO : Batch Size: 128 [2021-12-25 05:11:40 main:479] : INFO : Learning Rate: 0.01 [2021-12-25 05:11:40 main:480] : INFO : Patience: 10 [2021-12-25 05:11:40 main:481] : INFO : Hidden Width: 12 [2021-12-25 05:11:41 main:482] : INFO : # Recurrent Layers: 4 [2021-12-25 05:11:41 main:483] : INFO : # Backend Layers: 4 [2021-12-25 05:11:41 main:484] : INFO : # Threads: 1 [2021-12-25 05:11:41 main:486] : INFO : Preparing Dataset [2021-12-25 05:11:41 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2021-12-25 05:11:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2021-12-25 05:11:53 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-12-25 05:11:53 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2021-12-25 05:11:53 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2021-12-25 05:11:53 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-12-25 05:11:53 main:494] : INFO : Creating Model [2021-12-25 05:11:53 main:507] : INFO : Preparing config file [2021-12-25 05:11:53 main:511] : INFO : Found checkpoint, attempting to load... [2021-12-25 05:11:53 main:512] : INFO : Loading config [2021-12-25 05:11:53 main:514] : INFO : Loading state [2021-12-25 05:12:03 main:559] : INFO : Loading DataLoader into Memory [2021-12-25 05:12:04 main:562] : INFO : Starting Training [2021-12-25 05:12:39 main:574] : INFO : Epoch 1748 | loss: 0.0311747 | val_loss: 0.031163 | Time: 35234.1 ms [2021-12-25 05:13:10 main:574] : INFO : Epoch 1749 | loss: 0.031144 | val_loss: 0.031157 | Time: 31352.6 ms [2021-12-25 05:13:43 main:574] : INFO : Epoch 1750 | loss: 0.0311417 | val_loss: 0.0311556 | Time: 33158.3 ms [2021-12-25 05:14:14 main:574] : INFO : Epoch 1751 | loss: 0.0311419 | val_loss: 0.0311572 | Time: 30400.7 ms [2021-12-25 05:14:47 main:574] : INFO : Epoch 1752 | loss: 0.0311389 | val_loss: 0.0311524 | Time: 32780.1 ms [2021-12-25 05:15:20 main:574] : INFO : Epoch 1753 | loss: 0.0311373 | val_loss: 0.0311559 | Time: 33045.4 ms [2021-12-25 05:15:54 main:574] : INFO : Epoch 1754 | loss: 0.0311357 | val_loss: 0.0311594 | Time: 33942.5 ms [2021-12-25 05:16:24 main:574] : INFO : Epoch 1755 | loss: 0.0311397 | val_loss: 0.0311567 | Time: 30496.8 ms [2021-12-25 05:16:55 main:574] : INFO : Epoch 1756 | loss: 0.0311401 | val_loss: 0.0311575 | Time: 30477.6 ms [2021-12-25 05:17:25 main:574] : INFO : Epoch 1757 | loss: 0.0311375 | val_loss: 0.0311554 | Time: 29741.1 ms [2021-12-25 05:17:55 main:574] : INFO : Epoch 1758 | loss: 0.0311366 | val_loss: 0.0311522 | Time: 30622.8 ms [2021-12-25 05:18:28 main:574] : INFO : Epoch 1759 | loss: 0.0311362 | val_loss: 0.031154 | Time: 32306.1 ms [2021-12-25 05:19:02 main:574] : INFO : Epoch 1760 | loss: 0.0311411 | val_loss: 0.0311563 | Time: 34290.4 ms [2021-12-25 05:19:34 main:574] : INFO : Epoch 1761 | loss: 0.0311411 | val_loss: 0.0311555 | Time: 32302 ms [2021-12-25 05:20:06 main:574] : INFO : Epoch 1762 | loss: 0.0311406 | val_loss: 0.0311557 | Time: 31653.8 ms [2021-12-25 05:20:43 main:574] : INFO : Epoch 1763 | loss: 0.0311411 | val_loss: 0.0311535 | Time: 36648.5 ms [2021-12-25 05:21:12 main:574] : INFO : Epoch 1764 | loss: 0.0311414 | val_loss: 0.0311573 | Time: 29562.3 ms [2021-12-25 05:21:30 main:574] : INFO : Epoch 1765 | loss: 0.0311394 | val_loss: 0.0311578 | Time: 17730.7 ms [2021-12-25 05:21:48 main:574] : INFO : Epoch 1766 | loss: 0.03114 | val_loss: 0.0311643 | Time: 17863.6 ms [2021-12-25 05:22:05 main:574] : INFO : Epoch 1767 | loss: 0.0311372 | val_loss: 0.0311493 | Time: 17141.7 ms [2021-12-25 05:22:23 main:574] : INFO : Epoch 1768 | loss: 0.0311394 | val_loss: 0.0311549 | Time: 18154.2 ms [2021-12-25 05:22:42 main:574] : INFO : Epoch 1769 | loss: 0.0311423 | val_loss: 0.0311566 | Time: 18157.5 ms [2021-12-25 05:23:00 main:574] : INFO : Epoch 1770 | loss: 0.0311406 | val_loss: 0.0311533 | Time: 17954.1 ms [2021-12-25 05:23:17 main:574] : INFO : Epoch 1771 | loss: 0.0311401 | val_loss: 0.0311625 | Time: 17592.6 ms [2021-12-25 05:23:35 main:574] : INFO : Epoch 1772 | loss: 0.031144 | val_loss: 0.0311646 | Time: 17735.2 ms [2021-12-25 05:23:54 main:574] : INFO : Epoch 1773 | loss: 0.0311406 | val_loss: 0.0311545 | Time: 18450.4 ms [2021-12-25 05:24:13 main:574] : INFO : Epoch 1774 | loss: 0.0311385 | val_loss: 0.0311599 | Time: 18920.3 ms [2021-12-25 05:24:32 main:574] : INFO : Epoch 1775 | loss: 0.031157 | val_loss: 0.0311617 | Time: 19159.4 ms [2021-12-25 05:24:50 main:574] : INFO : Epoch 1776 | loss: 0.0311544 | val_loss: 0.0311597 | Time: 17917 ms [2021-12-25 05:25:07 main:574] : INFO : Epoch 1777 | loss: 0.0311514 | val_loss: 0.03116 | Time: 17153 ms [2021-12-25 05:25:25 main:574] : INFO : Epoch 1778 | loss: 0.0311491 | val_loss: 0.0311571 | Time: 17652.3 ms [2021-12-25 05:25:43 main:574] : INFO : Epoch 1779 | loss: 0.0311465 | val_loss: 0.031162 | Time: 18043 ms [2021-12-25 05:26:00 main:574] : INFO : Epoch 1780 | loss: 0.0311445 | val_loss: 0.0311531 | Time: 17443.2 ms [2021-12-25 05:26:18 main:574] : INFO : Epoch 1781 | loss: 0.0311423 | val_loss: 0.0311534 | Time: 17150 ms [2021-12-25 05:26:35 main:574] : INFO : Epoch 1782 | loss: 0.0311421 | val_loss: 0.0311571 | Time: 17590.6 ms [2021-12-25 05:26:54 main:574] : INFO : Epoch 1783 | loss: 0.0311401 | val_loss: 0.0311534 | Time: 18464.8 ms [2021-12-25 05:27:11 main:574] : INFO : Epoch 1784 | loss: 0.0311395 | val_loss: 0.0311548 | Time: 17447.5 ms [2021-12-25 05:27:28 main:574] : INFO : Epoch 1785 | loss: 0.0311418 | val_loss: 0.0311526 | Time: 17033 ms [2021-12-25 05:27:46 main:574] : INFO : Epoch 1786 | loss: 0.0311418 | val_loss: 0.0311532 | Time: 17756.1 ms [2021-12-25 05:28:05 main:574] : INFO : Epoch 1787 | loss: 0.0311425 | val_loss: 0.0311532 | Time: 18449.3 ms [2021-12-25 05:28:22 main:574] : INFO : Epoch 1788 | loss: 0.0311395 | val_loss: 0.0311569 | Time: 17404.7 ms [2021-12-25 05:28:40 main:574] : INFO : Epoch 1789 | loss: 0.0311432 | val_loss: 0.031153 | Time: 17922.5 ms [2021-12-25 05:28:57 main:574] : INFO : Epoch 1790 | loss: 0.0311431 | val_loss: 0.0311561 | Time: 16982.6 ms [2021-12-25 05:29:15 main:574] : INFO : Epoch 1791 | loss: 0.0311399 | val_loss: 0.0311545 | Time: 18242.6 ms [2021-12-25 05:29:33 main:574] : INFO : Epoch 1792 | loss: 0.0311396 | val_loss: 0.0311521 | Time: 17765.6 ms [2021-12-25 05:29:51 main:574] : INFO : Epoch 1793 | loss: 0.0311412 | val_loss: 0.0311554 | Time: 17899.3 ms [2021-12-25 05:30:08 main:574] : INFO : Epoch 1794 | loss: 0.0311381 | val_loss: 0.0311534 | Time: 17146 ms [2021-12-25 05:30:26 main:574] : INFO : Epoch 1795 | loss: 0.0311357 | val_loss: 0.0311553 | Time: 17613.9 ms [2021-12-25 05:30:44 main:574] : INFO : Epoch 1796 | loss: 0.0311354 | val_loss: 0.0311546 | Time: 18147.8 ms [2021-12-25 05:31:02 main:574] : INFO : Epoch 1797 | loss: 0.0311362 | val_loss: 0.0311555 | Time: 17753.4 ms [2021-12-25 05:31:20 main:574] : INFO : Epoch 1798 | loss: 0.0311325 | val_loss: 0.0311532 | Time: 17485.2 ms [2021-12-25 05:31:38 main:574] : INFO : Epoch 1799 | loss: 0.0311311 | val_loss: 0.0311555 | Time: 18197.2 ms [2021-12-25 05:32:01 main:574] : INFO : Epoch 1800 | loss: 0.0311339 | val_loss: 0.0311527 | Time: 23287.4 ms [2021-12-25 05:32:19 main:574] : INFO : Epoch 1801 | loss: 0.0311332 | val_loss: 0.0311537 | Time: 17976.1 ms [2021-12-25 05:32:36 main:574] : INFO : Epoch 1802 | loss: 0.0311303 | val_loss: 0.0311612 | Time: 16796.8 ms [2021-12-25 05:32:54 main:574] : INFO : Epoch 1803 | loss: 0.0311342 | val_loss: 0.0311526 | Time: 18335.9 ms [2021-12-25 05:33:12 main:574] : INFO : Epoch 1804 | loss: 0.0311334 | val_loss: 0.0311541 | Time: 17734.7 ms [2021-12-25 05:33:30 main:574] : INFO : Epoch 1805 | loss: 0.0311317 | val_loss: 0.0311511 | Time: 18099.4 ms [2021-12-25 05:33:48 main:574] : INFO : Epoch 1806 | loss: 0.0311306 | val_loss: 0.0311573 | Time: 17664.1 ms [2021-12-25 05:34:06 main:574] : INFO : Epoch 1807 | loss: 0.0311281 | val_loss: 0.0311568 | Time: 17932 ms [2021-12-25 05:34:24 main:574] : INFO : Epoch 1808 | loss: 0.0311255 | val_loss: 0.0311525 | Time: 17632.5 ms [2021-12-25 05:34:41 main:574] : INFO : Epoch 1809 | loss: 0.0311258 | val_loss: 0.0311546 | Time: 17172.4 ms [2021-12-25 05:34:59 main:574] : INFO : Epoch 1810 | loss: 0.0311257 | val_loss: 0.0311564 | Time: 17666.2 ms [2021-12-25 05:35:16 main:574] : INFO : Epoch 1811 | loss: 0.0311259 | val_loss: 0.0311624 | Time: 17471.5 ms [2021-12-25 05:35:35 main:574] : INFO : Epoch 1812 | loss: 0.0311356 | val_loss: 0.0311563 | Time: 18752.5 ms [2021-12-25 05:35:53 main:574] : INFO : Epoch 1813 | loss: 0.0311337 | val_loss: 0.0311551 | Time: 17642.1 ms [2021-12-25 05:36:10 main:574] : INFO : Epoch 1814 | loss: 0.031131 | val_loss: 0.031159 | Time: 17753.7 ms [2021-12-25 05:36:28 main:574] : INFO : Epoch 1815 | loss: 0.0311278 | val_loss: 0.0311492 | Time: 17581.5 ms [2021-12-25 05:36:46 main:574] : INFO : Epoch 1816 | loss: 0.0311264 | val_loss: 0.0311537 | Time: 17550.3 ms [2021-12-25 05:37:03 main:574] : INFO : Epoch 1817 | loss: 0.0311284 | val_loss: 0.0311567 | Time: 17693.8 ms [2021-12-25 05:37:21 main:574] : INFO : Epoch 1818 | loss: 0.0311283 | val_loss: 0.0311571 | Time: 17812.4 ms [2021-12-25 05:37:39 main:574] : INFO : Epoch 1819 | loss: 0.0311262 | val_loss: 0.0311578 | Time: 17509.6 ms [2021-12-25 05:37:57 main:574] : INFO : Epoch 1820 | loss: 0.0311259 | val_loss: 0.031155 | Time: 17672.8 ms [2021-12-25 05:38:15 main:574] : INFO : Epoch 1821 | loss: 0.0311249 | val_loss: 0.031153 | Time: 18217.5 ms [2021-12-25 05:38:33 main:574] : INFO : Epoch 1822 | loss: 0.0311234 | val_loss: 0.0311525 | Time: 17986.3 ms [2021-12-25 05:38:50 main:574] : INFO : Epoch 1823 | loss: 0.0311239 | val_loss: 0.031149 | Time: 17437.3 ms [2021-12-25 05:39:08 main:574] : INFO : Epoch 1824 | loss: 0.0311227 | val_loss: 0.0311548 | Time: 18063 ms [2021-12-25 05:39:27 main:574] : INFO : Epoch 1825 | loss: 0.0311235 | val_loss: 0.0311576 | Time: 18377.4 ms [2021-12-25 05:39:46 main:574] : INFO : Epoch 1826 | loss: 0.0311254 | val_loss: 0.0311687 | Time: 18667.7 ms [2021-12-25 05:40:03 main:574] : INFO : Epoch 1827 | loss: 0.0311252 | val_loss: 0.0311506 | Time: 17697.5 ms [2021-12-25 05:40:21 main:574] : INFO : Epoch 1828 | loss: 0.031121 | val_loss: 0.0311577 | Time: 17598.3 ms [2021-12-25 05:40:38 main:574] : INFO : Epoch 1829 | loss: 0.0311224 | val_loss: 0.0311548 | Time: 17148.8 ms [2021-12-25 05:40:56 main:574] : INFO : Epoch 1830 | loss: 0.0311248 | val_loss: 0.0311501 | Time: 18069.2 ms [2021-12-25 05:41:15 main:574] : INFO : Epoch 1831 | loss: 0.031123 | val_loss: 0.0311536 | Time: 18438.7 ms [2021-12-25 05:41:33 main:574] : INFO : Epoch 1832 | loss: 0.0311271 | val_loss: 0.0311662 | Time: 17958.3 ms [2021-12-25 05:41:51 main:574] : INFO : Epoch 1833 | loss: 0.0311267 | val_loss: 0.0311565 | Time: 17936 ms [2021-12-25 05:42:08 main:574] : INFO : Epoch 1834 | loss: 0.0311231 | val_loss: 0.0311527 | Time: 17417.6 ms [2021-12-25 05:42:26 main:574] : INFO : Epoch 1835 | loss: 0.0311208 | val_loss: 0.0311542 | Time: 17839.4 ms [2021-12-25 05:42:45 main:574] : INFO : Epoch 1836 | loss: 0.031122 | val_loss: 0.031158 | Time: 18626.7 ms [2021-12-25 05:43:03 main:574] : INFO : Epoch 1837 | loss: 0.0311259 | val_loss: 0.0311516 | Time: 17760.1 ms [2021-12-25 05:43:21 main:574] : INFO : Epoch 1838 | loss: 0.0311376 | val_loss: 0.0311584 | Time: 18528.3 ms [2021-12-25 05:43:46 main:574] : INFO : Epoch 1839 | loss: 0.0311349 | val_loss: 0.0311548 | Time: 24137.2 ms [2021-12-25 05:44:03 main:574] : INFO : Epoch 1840 | loss: 0.0311272 | val_loss: 0.0311551 | Time: 17705.2 ms [2021-12-25 05:44:21 main:574] : INFO : Epoch 1841 | loss: 0.0311259 | val_loss: 0.0311517 | Time: 17926.3 ms [2021-12-25 05:44:39 main:574] : INFO : Epoch 1842 | loss: 0.0311247 | val_loss: 0.031154 | Time: 17558.3 ms [2021-12-25 05:44:57 main:574] : INFO : Epoch 1843 | loss: 0.0311239 | val_loss: 0.0311519 | Time: 17570.2 ms [2021-12-25 05:45:14 main:574] : INFO : Epoch 1844 | loss: 0.0311295 | val_loss: 0.0311527 | Time: 17477.7 ms [2021-12-25 05:45:32 main:574] : INFO : Epoch 1845 | loss: 0.0311297 | val_loss: 0.0311537 | Time: 18293.2 ms [2021-12-25 05:45:50 main:574] : INFO : Epoch 1846 | loss: 0.0311313 | val_loss: 0.0311517 | Time: 17723.5 ms [2021-12-25 05:46:08 main:574] : INFO : Epoch 1847 | loss: 0.0311294 | val_loss: 0.0311527 | Time: 17424.9 ms [2021-12-25 05:46:26 main:574] : INFO : Epoch 1848 | loss: 0.0311289 | val_loss: 0.031157 | Time: 18521.3 ms [2021-12-25 05:46:44 main:574] : INFO : Epoch 1849 | loss: 0.0311245 | val_loss: 0.0311514 | Time: 17273.7 ms [2021-12-25 05:47:02 main:574] : INFO : Epoch 1850 | loss: 0.0311225 | val_loss: 0.031154 | Time: 18084.6 ms [2021-12-25 05:47:19 main:574] : INFO : Epoch 1851 | loss: 0.0311231 | val_loss: 0.0311521 | Time: 17299.5 ms [2021-12-25 05:47:37 main:574] : INFO : Epoch 1852 | loss: 0.0311228 | val_loss: 0.0311501 | Time: 18094.5 ms [2021-12-25 05:47:55 main:574] : INFO : Epoch 1853 | loss: 0.0311223 | val_loss: 0.0311489 | Time: 17696.7 ms [2021-12-25 05:48:13 main:574] : INFO : Epoch 1854 | loss: 0.0311311 | val_loss: 0.0311471 | Time: 17831.8 ms [2021-12-25 05:48:30 main:574] : INFO : Epoch 1855 | loss: 0.0311331 | val_loss: 0.031149 | Time: 17440.3 ms [2021-12-25 05:48:48 main:574] : INFO : Epoch 1856 | loss: 0.0311298 | val_loss: 0.0311487 | Time: 17991.9 ms [2021-12-25 05:49:07 main:574] : INFO : Epoch 1857 | loss: 0.0311279 | val_loss: 0.0311466 | Time: 18253.1 ms [2021-12-25 05:49:24 main:574] : INFO : Epoch 1858 | loss: 0.0311253 | val_loss: 0.0311466 | Time: 17380.7 ms [2021-12-25 05:49:41 main:574] : INFO : Epoch 1859 | loss: 0.0311282 | val_loss: 0.0311442 | Time: 16794.7 ms [2021-12-25 05:49:58 main:574] : INFO : Epoch 1860 | loss: 0.031132 | val_loss: 0.0311585 | Time: 17374.9 ms [2021-12-25 05:50:17 main:574] : INFO : Epoch 1861 | loss: 0.0311316 | val_loss: 0.031151 | Time: 18304.4 ms [2021-12-25 05:50:34 main:574] : INFO : Epoch 1862 | loss: 0.031125 | val_loss: 0.0311475 | Time: 17615.2 ms [2021-12-25 05:50:53 main:574] : INFO : Epoch 1863 | loss: 0.0311204 | val_loss: 0.0311437 | Time: 18370.6 ms [2021-12-25 05:51:11 main:574] : INFO : Epoch 1864 | loss: 0.0311232 | val_loss: 0.0311577 | Time: 17740.9 ms [2021-12-25 05:51:28 main:574] : INFO : Epoch 1865 | loss: 0.0311231 | val_loss: 0.0311461 | Time: 17148.6 ms [2021-12-25 05:51:47 main:574] : INFO : Epoch 1866 | loss: 0.0311209 | val_loss: 0.0311469 | Time: 18714.6 ms [2021-12-25 05:52:05 main:574] : INFO : Epoch 1867 | loss: 0.031121 | val_loss: 0.0311481 | Time: 17950.2 ms [2021-12-25 05:52:22 main:574] : INFO : Epoch 1868 | loss: 0.0311194 | val_loss: 0.031151 | Time: 17705.4 ms [2021-12-25 05:52:40 main:574] : INFO : Epoch 1869 | loss: 0.0311196 | val_loss: 0.0311488 | Time: 17569.6 ms [2021-12-25 05:52:58 main:574] : INFO : Epoch 1870 | loss: 0.0311174 | val_loss: 0.0311467 | Time: 17588.5 ms [2021-12-25 05:53:16 main:574] : INFO : Epoch 1871 | loss: 0.0311142 | val_loss: 0.0311447 | Time: 18486.3 ms [2021-12-25 05:53:34 main:574] : INFO : Epoch 1872 | loss: 0.031114 | val_loss: 0.0311513 | Time: 17838 ms [2021-12-25 05:53:52 main:574] : INFO : Epoch 1873 | loss: 0.0311132 | val_loss: 0.0311488 | Time: 17554 ms [2021-12-25 05:54:10 main:574] : INFO : Epoch 1874 | loss: 0.0311116 | val_loss: 0.0311491 | Time: 18507.7 ms [2021-12-25 05:54:28 main:574] : INFO : Epoch 1875 | loss: 0.0311123 | val_loss: 0.0311409 | Time: 18126.2 ms [2021-12-25 05:54:48 main:574] : INFO : Epoch 1876 | loss: 0.0311142 | val_loss: 0.0311469 | Time: 19082.5 ms [2021-12-25 05:55:06 main:574] : INFO : Epoch 1877 | loss: 0.0311157 | val_loss: 0.0311428 | Time: 18479.7 ms [2021-12-25 05:55:24 main:574] : INFO : Epoch 1878 | loss: 0.0311151 | val_loss: 0.0311464 | Time: 17712.1 ms [2021-12-25 05:55:42 main:574] : INFO : Epoch 1879 | loss: 0.0311136 | val_loss: 0.0311509 | Time: 17890.3 ms [2021-12-25 05:55:59 main:574] : INFO : Epoch 1880 | loss: 0.031113 | val_loss: 0.0311453 | Time: 17143.6 ms [2021-12-25 05:56:17 main:574] : INFO : Epoch 1881 | loss: 0.0311148 | val_loss: 0.0311492 | Time: 18299.3 ms [2021-12-25 05:56:35 main:574] : INFO : Epoch 1882 | loss: 0.0311158 | val_loss: 0.0311442 | Time: 17505.8 ms [2021-12-25 05:56:52 main:574] : INFO : Epoch 1883 | loss: 0.0311142 | val_loss: 0.0311472 | Time: 17471.5 ms [2021-12-25 05:57:11 main:574] : INFO : Epoch 1884 | loss: 0.0311153 | val_loss: 0.031144 | Time: 18134.2 ms [2021-12-25 05:57:28 main:574] : INFO : Epoch 1885 | loss: 0.0311158 | val_loss: 0.0311455 | Time: 17917.1 ms [2021-12-25 05:57:47 main:574] : INFO : Epoch 1886 | loss: 0.0311171 | val_loss: 0.0311465 | Time: 18643.7 ms [2021-12-25 05:58:05 main:574] : INFO : Epoch 1887 | loss: 0.0311161 | val_loss: 0.0311456 | Time: 17742.1 ms [2021-12-25 05:58:22 main:574] : INFO : Epoch 1888 | loss: 0.0311135 | val_loss: 0.0311438 | Time: 17441.6 ms [2021-12-25 05:58:39 main:574] : INFO : Epoch 1889 | loss: 0.031113 | val_loss: 0.0311499 | Time: 16953.2 ms [2021-12-25 05:58:57 main:574] : INFO : Epoch 1890 | loss: 0.0311132 | val_loss: 0.0311477 | Time: 17994.7 ms [2021-12-25 05:59:15 main:574] : INFO : Epoch 1891 | loss: 0.0311122 | val_loss: 0.031151 | Time: 17385.2 ms [2021-12-25 05:59:32 main:574] : INFO : Epoch 1892 | loss: 0.0311124 | val_loss: 0.031149 | Time: 17184.8 ms [2021-12-25 05:59:50 main:574] : INFO : Epoch 1893 | loss: 0.031112 | val_loss: 0.0311454 | Time: 17461.2 ms [2021-12-25 06:00:08 main:574] : INFO : Epoch 1894 | loss: 0.0311099 | val_loss: 0.031146 | Time: 18323.7 ms [2021-12-25 06:00:35 main:574] : INFO : Epoch 1895 | loss: 0.0311076 | val_loss: 0.0311491 | Time: 26510.3 ms [2021-12-25 06:01:01 main:574] : INFO : Epoch 1896 | loss: 0.0311081 | val_loss: 0.0311413 | Time: 26349.2 ms [2021-12-25 06:01:36 main:574] : INFO : Epoch 1897 | loss: 0.0311055 | val_loss: 0.0311474 | Time: 35392.3 ms [2021-12-25 06:02:08 main:574] : INFO : Epoch 1898 | loss: 0.0311065 | val_loss: 0.0311498 | Time: 31989.4 ms [2021-12-25 06:02:39 main:574] : INFO : Epoch 1899 | loss: 0.0311104 | val_loss: 0.0311518 | Time: 30571.4 ms [2021-12-25 06:03:09 main:574] : INFO : Epoch 1900 | loss: 0.0311123 | val_loss: 0.0311502 | Time: 30320.5 ms [2021-12-25 06:03:39 main:574] : INFO : Epoch 1901 | loss: 0.0311112 | val_loss: 0.0311474 | Time: 29540.7 ms [2021-12-25 06:04:08 main:574] : INFO : Epoch 1902 | loss: 0.0311091 | val_loss: 0.0311519 | Time: 28823.1 ms [2021-12-25 06:04:36 main:574] : INFO : Epoch 1903 | loss: 0.0311076 | val_loss: 0.0311451 | Time: 28284 ms [2021-12-25 06:05:03 main:574] : INFO : Epoch 1904 | loss: 0.0311068 | val_loss: 0.0311426 | Time: 26432.7 ms [2021-12-25 06:05:30 main:574] : INFO : Epoch 1905 | loss: 0.0311051 | val_loss: 0.0311469 | Time: 27214.9 ms [2021-12-25 06:05:59 main:574] : INFO : Epoch 1906 | loss: 0.0311051 | val_loss: 0.0311453 | Time: 29308.4 ms [2021-12-25 06:06:29 main:574] : INFO : Epoch 1907 | loss: 0.0311138 | val_loss: 0.0311518 | Time: 29385.7 ms [2021-12-25 06:07:00 main:574] : INFO : Epoch 1908 | loss: 0.0311239 | val_loss: 0.0311499 | Time: 31009.2 ms [2021-12-25 06:07:29 main:574] : INFO : Epoch 1909 | loss: 0.0311269 | val_loss: 0.0311447 | Time: 29305.9 ms [2021-12-25 06:07:58 main:574] : INFO : Epoch 1910 | loss: 0.0311306 | val_loss: 0.0311461 | Time: 29119.9 ms [2021-12-25 06:08:28 main:574] : INFO : Epoch 1911 | loss: 0.0311206 | val_loss: 0.031142 | Time: 29596.8 ms [2021-12-25 06:08:58 main:574] : INFO : Epoch 1912 | loss: 0.0311163 | val_loss: 0.0311418 | Time: 30265.7 ms [2021-12-25 06:09:29 main:574] : INFO : Epoch 1913 | loss: 0.0311119 | val_loss: 0.031143 | Time: 30326.4 ms [2021-12-25 06:10:00 main:574] : INFO : Epoch 1914 | loss: 0.0311109 | val_loss: 0.0311447 | Time: 31570.9 ms [2021-12-25 06:10:30 main:574] : INFO : Epoch 1915 | loss: 0.0311093 | val_loss: 0.0311454 | Time: 29743.5 ms [2021-12-25 06:10:59 main:574] : INFO : Epoch 1916 | loss: 0.031108 | val_loss: 0.031145 | Time: 28575.1 ms [2021-12-25 06:11:29 main:574] : INFO : Epoch 1917 | loss: 0.0311082 | val_loss: 0.0311431 | Time: 29798.5 ms [2021-12-25 06:11:56 main:574] : INFO : Epoch 1918 | loss: 0.0311123 | val_loss: 0.0311583 | Time: 27481.7 ms [2021-12-25 06:12:23 main:574] : INFO : Epoch 1919 | loss: 0.031124 | val_loss: 0.0311464 | Time: 26317.6 ms [2021-12-25 06:12:50 main:574] : INFO : Epoch 1920 | loss: 0.0311203 | val_loss: 0.0311454 | Time: 27772.8 ms [2021-12-25 06:13:19 main:574] : INFO : Epoch 1921 | loss: 0.0311209 | val_loss: 0.0311522 | Time: 28656.4 ms [2021-12-25 06:13:50 main:574] : INFO : Epoch 1922 | loss: 0.0311276 | val_loss: 0.0311576 | Time: 30418.2 ms [2021-12-25 06:14:18 main:574] : INFO : Epoch 1923 | loss: 0.0311464 | val_loss: 0.0312255 | Time: 27977.3 ms [2021-12-25 06:14:47 main:574] : INFO : Epoch 1924 | loss: 0.0315204 | val_loss: 0.0318668 | Time: 29833 ms [2021-12-25 06:15:14 main:574] : INFO : Epoch 1925 | loss: 0.0315208 | val_loss: 0.0312341 | Time: 26839.3 ms [2021-12-25 06:15:44 main:574] : INFO : Epoch 1926 | loss: 0.0311563 | val_loss: 0.0311847 | Time: 29401.2 ms [2021-12-25 06:16:11 main:574] : INFO : Epoch 1927 | loss: 0.0311294 | val_loss: 0.0311537 | Time: 26742.7 ms [2021-12-25 06:16:40 main:574] : INFO : Epoch 1928 | loss: 0.0311162 | val_loss: 0.0311376 | Time: 29695.9 ms [2021-12-25 06:17:08 main:574] : INFO : Epoch 1929 | loss: 0.0311133 | val_loss: 0.0311437 | Time: 27175.3 ms [2021-12-25 06:17:37 main:574] : INFO : Epoch 1930 | loss: 0.0311145 | val_loss: 0.0311421 | Time: 28931.5 ms [2021-12-25 06:18:06 main:574] : INFO : Epoch 1931 | loss: 0.0311162 | val_loss: 0.0311404 | Time: 29033.4 ms [2021-12-25 06:18:35 main:574] : INFO : Epoch 1932 | loss: 0.0311131 | val_loss: 0.0311377 | Time: 29322.9 ms [2021-12-25 06:19:04 main:574] : INFO : Epoch 1933 | loss: 0.0311108 | val_loss: 0.0311419 | Time: 29096.7 ms [2021-12-25 06:19:32 main:574] : INFO : Epoch 1934 | loss: 0.0311182 | val_loss: 0.0311436 | Time: 27515.1 ms [2021-12-25 06:20:01 main:574] : INFO : Epoch 1935 | loss: 0.0311193 | val_loss: 0.0311364 | Time: 29565.3 ms [2021-12-25 06:20:31 main:574] : INFO : Epoch 1936 | loss: 0.0311158 | val_loss: 0.0311414 | Time: 29674.9 ms [2021-12-25 06:21:00 main:574] : INFO : Epoch 1937 | loss: 0.0311189 | val_loss: 0.03114 | Time: 28944.8 ms [2021-12-25 06:21:27 main:574] : INFO : Epoch 1938 | loss: 0.0311139 | val_loss: 0.031143 | Time: 26465.1 ms [2021-12-25 06:21:51 main:574] : INFO : Epoch 1939 | loss: 0.0311131 | val_loss: 0.0311381 | Time: 24717.5 ms [2021-12-25 06:22:21 main:574] : INFO : Epoch 1940 | loss: 0.031111 | val_loss: 0.0311385 | Time: 29724.7 ms [2021-12-25 06:22:51 main:574] : INFO : Epoch 1941 | loss: 0.0311098 | val_loss: 0.0311452 | Time: 29344.1 ms [2021-12-25 06:23:19 main:574] : INFO : Epoch 1942 | loss: 0.0311101 | val_loss: 0.0311437 | Time: 27942.1 ms [2021-12-25 06:23:50 main:574] : INFO : Epoch 1943 | loss: 0.031107 | val_loss: 0.0311378 | Time: 31500.4 ms [2021-12-25 06:24:21 main:574] : INFO : Epoch 1944 | loss: 0.0311091 | val_loss: 0.0311549 | Time: 30607.4 ms [2021-12-25 06:24:50 main:574] : INFO : Epoch 1945 | loss: 0.0311366 | val_loss: 0.0311564 | Time: 29335.6 ms [2021-12-25 06:25:19 main:574] : INFO : Epoch 1946 | loss: 0.0311447 | val_loss: 0.0311972 | Time: 28344.6 ms [2021-12-25 06:25:47 main:574] : INFO : Epoch 1947 | loss: 0.0311997 | val_loss: 0.0312008 | Time: 28243.3 ms [2021-12-25 06:26:12 main:574] : INFO : Epoch 1948 | loss: 0.0311898 | val_loss: 0.0311762 | Time: 24909 ms [2021-12-25 06:26:41 main:574] : INFO : Epoch 1949 | loss: 0.0311746 | val_loss: 0.0311774 | Time: 29438.7 ms [2021-12-25 06:27:08 main:574] : INFO : Epoch 1950 | loss: 0.0311709 | val_loss: 0.0311738 | Time: 26361.3 ms [2021-12-25 06:27:39 main:574] : INFO : Epoch 1951 | loss: 0.0311658 | val_loss: 0.0311721 | Time: 30971.8 ms [2021-12-25 06:28:07 main:574] : INFO : Epoch 1952 | loss: 0.0311641 | val_loss: 0.0311699 | Time: 27870.4 ms [2021-12-25 06:28:37 main:574] : INFO : Epoch 1953 | loss: 0.0311642 | val_loss: 0.031168 | Time: 29906.1 ms [2021-12-25 06:29:02 main:574] : INFO : Epoch 1954 | loss: 0.0311605 | val_loss: 0.0311707 | Time: 25787.9 ms [2021-12-25 06:29:31 main:574] : INFO : Epoch 1955 | loss: 0.0311601 | val_loss: 0.0311657 | Time: 28088.5 ms [2021-12-25 06:29:58 main:574] : INFO : Epoch 1956 | loss: 0.0311581 | val_loss: 0.0311658 | Time: 27437 ms [2021-12-25 06:30:24 main:574] : INFO : Epoch 1957 | loss: 0.0311578 | val_loss: 0.0311676 | Time: 26016.6 ms [2021-12-25 06:30:51 main:574] : INFO : Epoch 1958 | loss: 0.0311547 | val_loss: 0.0311636 | Time: 27236.1 ms [2021-12-25 06:31:19 main:574] : INFO : Epoch 1959 | loss: 0.0311532 | val_loss: 0.0311622 | Time: 27981.4 ms [2021-12-25 06:31:46 main:574] : INFO : Epoch 1960 | loss: 0.0311513 | val_loss: 0.0311648 | Time: 26762.3 ms [2021-12-25 06:32:23 main:574] : INFO : Epoch 1961 | loss: 0.0311513 | val_loss: 0.0311626 | Time: 36347.1 ms [2021-12-25 06:32:49 main:574] : INFO : Epoch 1962 | loss: 0.0311495 | val_loss: 0.0311615 | Time: 25996 ms [2021-12-25 06:33:18 main:574] : INFO : Epoch 1963 | loss: 0.0311478 | val_loss: 0.0311612 | Time: 29239.8 ms [2021-12-25 06:33:42 main:574] : INFO : Epoch 1964 | loss: 0.0311473 | val_loss: 0.0311625 | Time: 24097.7 ms [2021-12-25 06:34:11 main:574] : INFO : Epoch 1965 | loss: 0.0311479 | val_loss: 0.0311616 | Time: 28827 ms [2021-12-25 06:34:34 main:574] : INFO : Epoch 1966 | loss: 0.0311459 | val_loss: 0.0311597 | Time: 22718.5 ms [2021-12-25 06:35:01 main:574] : INFO : Epoch 1967 | loss: 0.0311463 | val_loss: 0.0311604 | Time: 27011.7 ms [2021-12-25 06:35:31 main:574] : INFO : Epoch 1968 | loss: 0.0311447 | val_loss: 0.0311574 | Time: 30085.8 ms [2021-12-25 06:35:58 main:574] : INFO : Epoch 1969 | loss: 0.0311441 | val_loss: 0.0311574 | Time: 27269.2 ms [2021-12-25 06:36:25 main:574] : INFO : Epoch 1970 | loss: 0.0311423 | val_loss: 0.0311571 | Time: 26491.7 ms [2021-12-25 06:36:53 main:574] : INFO : Epoch 1971 | loss: 0.0311425 | val_loss: 0.0311581 | Time: 27653.4 ms [2021-12-25 06:37:20 main:574] : INFO : Epoch 1972 | loss: 0.0311417 | val_loss: 0.0311627 | Time: 27398 ms [2021-12-25 06:37:44 main:574] : INFO : Epoch 1973 | loss: 0.0311409 | val_loss: 0.0311626 | Time: 23553.9 ms [2021-12-25 06:38:09 main:574] : INFO : Epoch 1974 | loss: 0.0311395 | val_loss: 0.0311569 | Time: 25631 ms [2021-12-25 06:38:33 main:574] : INFO : Epoch 1975 | loss: 0.0311392 | val_loss: 0.0311612 | Time: 23333.9 ms [2021-12-25 06:38:57 main:574] : INFO : Epoch 1976 | loss: 0.031139 | val_loss: 0.0311568 | Time: 24420.8 ms [2021-12-25 06:39:23 main:574] : INFO : Epoch 1977 | loss: 0.0311376 | val_loss: 0.0311577 | Time: 25794.2 ms [2021-12-25 06:39:47 main:574] : INFO : Epoch 1978 | loss: 0.031137 | val_loss: 0.0311573 | Time: 24265.2 ms [2021-12-25 06:40:08 main:574] : INFO : Epoch 1979 | loss: 0.0311373 | val_loss: 0.0311594 | Time: 21177.2 ms [2021-12-25 06:40:29 main:574] : INFO : Epoch 1980 | loss: 0.0311363 | val_loss: 0.0311562 | Time: 20093.2 ms [2021-12-25 06:40:50 main:574] : INFO : Epoch 1981 | loss: 0.0311346 | val_loss: 0.0311556 | Time: 20953.9 ms [2021-12-25 06:41:17 main:574] : INFO : Epoch 1982 | loss: 0.0311339 | val_loss: 0.0311557 | Time: 27709.1 ms [2021-12-25 06:41:40 main:574] : INFO : Epoch 1983 | loss: 0.0311346 | val_loss: 0.0311569 | Time: 22461.4 ms [2021-12-25 06:42:12 main:574] : INFO : Epoch 1984 | loss: 0.0311369 | val_loss: 0.0311609 | Time: 32085.8 ms [2021-12-25 06:42:43 main:574] : INFO : Epoch 1985 | loss: 0.0311356 | val_loss: 0.0311546 | Time: 30923.9 ms [2021-12-25 06:43:12 main:574] : INFO : Epoch 1986 | loss: 0.0311359 | val_loss: 0.0311587 | Time: 29039 ms [2021-12-25 06:43:41 main:574] : INFO : Epoch 1987 | loss: 0.0311349 | val_loss: 0.031159 | Time: 29017.9 ms [2021-12-25 06:44:18 main:574] : INFO : Epoch 1988 | loss: 0.0311521 | val_loss: 0.031169 | Time: 36350.5 ms [2021-12-25 06:44:49 main:574] : INFO : Epoch 1989 | loss: 0.0311802 | val_loss: 0.0311938 | Time: 31706.5 ms [2021-12-25 06:45:15 main:574] : INFO : Epoch 1990 | loss: 0.0311983 | val_loss: 0.0311944 | Time: 25324.8 ms [2021-12-25 06:45:44 main:574] : INFO : Epoch 1991 | loss: 0.0311919 | val_loss: 0.0311916 | Time: 29328.3 ms [2021-12-25 06:46:14 main:574] : INFO : Epoch 1992 | loss: 0.0311873 | val_loss: 0.0311794 | Time: 29643.4 ms [2021-12-25 06:46:43 main:574] : INFO : Epoch 1993 | loss: 0.0311824 | val_loss: 0.0311777 | Time: 28841.6 ms [2021-12-25 06:47:14 main:574] : INFO : Epoch 1994 | loss: 0.0311788 | val_loss: 0.0311756 | Time: 30878.6 ms [2021-12-25 06:47:44 main:574] : INFO : Epoch 1995 | loss: 0.0311771 | val_loss: 0.0311745 | Time: 30736.8 ms [2021-12-25 06:48:15 main:574] : INFO : Epoch 1996 | loss: 0.0311764 | val_loss: 0.0311777 | Time: 29996.5 ms [2021-12-25 06:48:44 main:574] : INFO : Epoch 1997 | loss: 0.0311767 | val_loss: 0.0311746 | Time: 29137.5 ms [2021-12-25 06:49:14 main:574] : INFO : Epoch 1998 | loss: 0.0311755 | val_loss: 0.0311769 | Time: 30655.1 ms [2021-12-25 06:49:45 main:574] : INFO : Epoch 1999 | loss: 0.0311753 | val_loss: 0.031173 | Time: 30219.3 ms [2021-12-25 06:50:15 main:574] : INFO : Epoch 2000 | loss: 0.0311736 | val_loss: 0.0311717 | Time: 30106.3 ms [2021-12-25 06:50:46 main:574] : INFO : Epoch 2001 | loss: 0.0311729 | val_loss: 0.0311731 | Time: 31395.3 ms [2021-12-25 06:51:20 main:574] : INFO : Epoch 2002 | loss: 0.0311733 | val_loss: 0.0311723 | Time: 33933.2 ms [2021-12-25 06:51:53 main:574] : INFO : Epoch 2003 | loss: 0.0311728 | val_loss: 0.0311726 | Time: 33131 ms [2021-12-25 06:52:22 main:574] : INFO : Epoch 2004 | loss: 0.0311714 | val_loss: 0.0311752 | Time: 28946.2 ms [2021-12-25 06:52:51 main:574] : INFO : Epoch 2005 | loss: 0.0311725 | val_loss: 0.0311707 | Time: 28984.2 ms [2021-12-25 06:53:24 main:574] : INFO : Epoch 2006 | loss: 0.0311699 | val_loss: 0.0311708 | Time: 32131.1 ms [2021-12-25 06:53:53 main:574] : INFO : Epoch 2007 | loss: 0.03117 | val_loss: 0.0311705 | Time: 28924.5 ms [2021-12-25 06:54:22 main:574] : INFO : Epoch 2008 | loss: 0.0311692 | val_loss: 0.0311709 | Time: 29709.8 ms [2021-12-25 06:54:54 main:574] : INFO : Epoch 2009 | loss: 0.0311699 | val_loss: 0.0311745 | Time: 31251.1 ms [2021-12-25 06:55:22 main:574] : INFO : Epoch 2010 | loss: 0.0311703 | val_loss: 0.0311705 | Time: 28105.1 ms [2021-12-25 06:55:47 main:574] : INFO : Epoch 2011 | loss: 0.0311702 | val_loss: 0.0311709 | Time: 24861.9 ms [2021-12-25 06:56:17 main:574] : INFO : Epoch 2012 | loss: 0.0311682 | val_loss: 0.0311703 | Time: 29996.6 ms [2021-12-25 06:56:45 main:574] : INFO : Epoch 2013 | loss: 0.0311682 | val_loss: 0.0311693 | Time: 28302.2 ms [2021-12-25 06:57:17 main:574] : INFO : Epoch 2014 | loss: 0.0311714 | val_loss: 0.0311727 | Time: 31632.5 ms [2021-12-25 06:57:47 main:574] : INFO : Epoch 2015 | loss: 0.0311686 | val_loss: 0.03117 | Time: 29955.7 ms [2021-12-25 06:58:16 main:574] : INFO : Epoch 2016 | loss: 0.0311681 | val_loss: 0.0311693 | Time: 29080.1 ms [2021-12-25 06:58:46 main:574] : INFO : Epoch 2017 | loss: 0.0311672 | val_loss: 0.0311713 | Time: 29597.2 ms [2021-12-25 06:59:15 main:574] : INFO : Epoch 2018 | loss: 0.0311683 | val_loss: 0.0311697 | Time: 29304.1 ms [2021-12-25 06:59:43 main:574] : INFO : Epoch 2019 | loss: 0.0311694 | val_loss: 0.0311698 | Time: 27938.7 ms [2021-12-25 07:00:15 main:574] : INFO : Epoch 2020 | loss: 0.0311679 | val_loss: 0.0311693 | Time: 31701.9 ms [2021-12-25 07:00:45 main:574] : INFO : Epoch 2021 | loss: 0.0311663 | val_loss: 0.0311665 | Time: 30038.5 ms [2021-12-25 07:01:13 main:574] : INFO : Epoch 2022 | loss: 0.0311666 | val_loss: 0.0311718 | Time: 28095 ms [2021-12-25 07:01:45 main:574] : INFO : Epoch 2023 | loss: 0.0311662 | val_loss: 0.0311668 | Time: 31662.3 ms [2021-12-25 07:02:15 main:574] : INFO : Epoch 2024 | loss: 0.0311657 | val_loss: 0.0311673 | Time: 30609.6 ms [2021-12-25 07:02:46 main:574] : INFO : Epoch 2025 | loss: 0.0311656 | val_loss: 0.0311659 | Time: 30524.1 ms [2021-12-25 07:03:17 main:574] : INFO : Epoch 2026 | loss: 0.0311647 | val_loss: 0.0311673 | Time: 30681.6 ms [2021-12-25 07:03:46 main:574] : INFO : Epoch 2027 | loss: 0.0311656 | val_loss: 0.0311684 | Time: 29028.2 ms [2021-12-25 07:04:14 main:574] : INFO : Epoch 2028 | loss: 0.0311672 | val_loss: 0.0311695 | Time: 28032.4 ms [2021-12-25 07:04:44 main:574] : INFO : Epoch 2029 | loss: 0.0311665 | val_loss: 0.0311654 | Time: 29815.8 ms [2021-12-25 07:05:15 main:574] : INFO : Epoch 2030 | loss: 0.031164 | val_loss: 0.0311659 | Time: 30864.3 ms [2021-12-25 07:05:43 main:574] : INFO : Epoch 2031 | loss: 0.0311635 | val_loss: 0.0311652 | Time: 28374.5 ms [2021-12-25 07:06:13 main:574] : INFO : Epoch 2032 | loss: 0.0311634 | val_loss: 0.0311665 | Time: 29929.4 ms [2021-12-25 07:06:44 main:574] : INFO : Epoch 2033 | loss: 0.0311653 | val_loss: 0.0311672 | Time: 31263.7 ms [2021-12-25 07:07:16 main:574] : INFO : Epoch 2034 | loss: 0.0311657 | val_loss: 0.0311654 | Time: 31192.8 ms [2021-12-25 07:07:43 main:574] : INFO : Epoch 2035 | loss: 0.0311629 | val_loss: 0.0311661 | Time: 27030.2 ms [2021-12-25 07:08:07 main:574] : INFO : Epoch 2036 | loss: 0.0311618 | val_loss: 0.0311653 | Time: 24719.2 ms [2021-12-25 07:08:37 main:574] : INFO : Epoch 2037 | loss: 0.0311619 | val_loss: 0.0311675 | Time: 29621.8 ms [2021-12-25 07:09:05 main:574] : INFO : Epoch 2038 | loss: 0.0311616 | val_loss: 0.0311664 | Time: 27352.5 ms [2021-12-25 07:09:36 main:574] : INFO : Epoch 2039 | loss: 0.0311612 | val_loss: 0.0311713 | Time: 30923 ms [2021-12-25 07:10:06 main:574] : INFO : Epoch 2040 | loss: 0.0311616 | val_loss: 0.0311689 | Time: 30693.9 ms [2021-12-25 07:10:39 main:574] : INFO : Epoch 2041 | loss: 0.0311638 | val_loss: 0.0311663 | Time: 33159.4 ms [2021-12-25 07:11:11 main:574] : INFO : Epoch 2042 | loss: 0.0311618 | val_loss: 0.0311663 | Time: 31633.8 ms [2021-12-25 07:11:45 main:574] : INFO : Epoch 2043 | loss: 0.0311617 | val_loss: 0.0311665 | Time: 33809.2 ms [2021-12-25 07:12:10 main:574] : INFO : Epoch 2044 | loss: 0.0311611 | val_loss: 0.0311673 | Time: 24889.9 ms [2021-12-25 07:12:42 main:574] : INFO : Epoch 2045 | loss: 0.0311604 | val_loss: 0.0311686 | Time: 31527.2 ms [2021-12-25 07:13:12 main:574] : INFO : Epoch 2046 | loss: 0.0311616 | val_loss: 0.0311695 | Time: 30685.2 ms [2021-12-25 07:13:47 main:574] : INFO : Epoch 2047 | loss: 0.0311638 | val_loss: 0.0311679 | Time: 34466.7 ms [2021-12-25 07:14:16 main:574] : INFO : Epoch 2048 | loss: 0.0311609 | val_loss: 0.0311679 | Time: 28685.3 ms [2021-12-25 07:14:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311679 [2021-12-25 07:14:16 main:603] : INFO : Saving end state to config to file [2021-12-25 07:14:16 main:608] : INFO : Success, exiting.. 07:14:16 (17480): 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)