Task 13735086
| Name | ParityModified-1647042835-21259-2-0_0 |
| Workunit | 10823243 |
| Created | 25 Mar 2022, 2:39:59 UTC |
| Sent | 31 Mar 2022, 18:46:43 UTC |
| Report deadline | 8 Apr 2022, 18:46:43 UTC |
| Received | 12 Apr 2022, 15:47:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21402 |
| Run time | 6 hours 16 min 42 sec |
| CPU time | 5 hours 50 min 45 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 1,196.38 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 0.0311598 | Time: 10964.9 ms [2022-04-07 15:50:02 main:574] : INFO : Epoch 1601 | loss: 0.0311529 | val_loss: 0.0311609 | Time: 10964.8 ms [2022-04-07 15:50:13 main:574] : INFO : Epoch 1602 | loss: 0.0311515 | val_loss: 0.0311605 | Time: 10943.5 ms [2022-04-07 15:50:24 main:574] : INFO : Epoch 1603 | loss: 0.0311522 | val_loss: 0.0311634 | Time: 11000.9 ms [2022-04-07 15:50:35 main:574] : INFO : Epoch 1604 | loss: 0.0311518 | val_loss: 0.0311601 | Time: 11020.8 ms [2022-04-07 15:50:46 main:574] : INFO : Epoch 1605 | loss: 0.0311518 | val_loss: 0.0311604 | Time: 10958.1 ms [2022-04-07 15:50:57 main:574] : INFO : Epoch 1606 | loss: 0.0311524 | val_loss: 0.0311659 | Time: 11019.8 ms [2022-04-07 15:51:08 main:574] : INFO : Epoch 1607 | loss: 0.0311534 | val_loss: 0.0311649 | Time: 10923.9 ms [2022-04-07 15:51:19 main:574] : INFO : Epoch 1608 | loss: 0.0311508 | val_loss: 0.0311605 | Time: 10957.2 ms [2022-04-07 15:51:30 main:574] : INFO : Epoch 1609 | loss: 0.0311504 | val_loss: 0.0311616 | Time: 10963.7 ms [2022-04-07 15:51:41 main:574] : INFO : Epoch 1610 | loss: 0.0311506 | val_loss: 0.0311615 | Time: 10980.6 ms [2022-04-07 15:51:52 main:574] : INFO : Epoch 1611 | loss: 0.0311498 | val_loss: 0.0311614 | Time: 10937.1 ms [2022-04-07 15:52:03 main:574] : INFO : Epoch 1612 | loss: 0.0311491 | val_loss: 0.0311638 | Time: 10865.5 ms [2022-04-07 15:52:14 main:574] : INFO : Epoch 1613 | loss: 0.0311499 | val_loss: 0.0311677 | Time: 10848.1 ms [2022-04-07 15:52:25 main:574] : INFO : Epoch 1614 | loss: 0.0311517 | val_loss: 0.0311627 | Time: 10856 ms [2022-04-07 15:52:36 main:574] : INFO : Epoch 1615 | loss: 0.0311514 | val_loss: 0.0311624 | Time: 10857.6 ms [2022-04-07 15:52:47 main:574] : INFO : Epoch 1616 | loss: 0.0311546 | val_loss: 0.0311598 | Time: 10969.3 ms [2022-04-07 15:52:58 main:574] : INFO : Epoch 1617 | loss: 0.0311518 | val_loss: 0.0311606 | Time: 11188.4 ms [2022-04-07 15:53:09 main:574] : INFO : Epoch 1618 | loss: 0.0311509 | val_loss: 0.0311591 | Time: 10947.7 ms [2022-04-07 15:53:20 main:574] : INFO : Epoch 1619 | loss: 0.0311499 | val_loss: 0.0311581 | Time: 11078.7 ms [2022-04-07 15:53:31 main:574] : INFO : Epoch 1620 | loss: 0.031149 | val_loss: 0.031159 | Time: 11010.2 ms [2022-04-07 15:53:42 main:574] : INFO : Epoch 1621 | loss: 0.0311481 | val_loss: 0.0311576 | Time: 10989 ms [2022-04-07 15:53:53 main:574] : INFO : Epoch 1622 | loss: 0.0311479 | val_loss: 0.031157 | Time: 10966.8 ms [2022-04-07 15:54:04 main:574] : INFO : Epoch 1623 | loss: 0.0311476 | val_loss: 0.0311578 | Time: 10933.5 ms [2022-04-07 15:54:15 main:574] : INFO : Epoch 1624 | loss: 0.0311498 | val_loss: 0.0311592 | Time: 10945.9 ms [2022-04-07 15:54:26 main:574] : INFO : Epoch 1625 | loss: 0.0311494 | val_loss: 0.0311606 | Time: 11115.9 ms [2022-04-07 15:54:37 main:574] : INFO : Epoch 1626 | loss: 0.0311492 | val_loss: 0.0311629 | Time: 10918.5 ms [2022-04-07 15:54:48 main:574] : INFO : Epoch 1627 | loss: 0.0311479 | val_loss: 0.0311595 | Time: 10940.7 ms [2022-04-07 15:54:59 main:574] : INFO : Epoch 1628 | loss: 0.0311471 | val_loss: 0.0311576 | Time: 10981.3 ms [2022-04-07 15:55:10 main:574] : INFO : Epoch 1629 | loss: 0.0311471 | val_loss: 0.0311614 | Time: 10944.8 ms [2022-04-07 15:55:21 main:574] : INFO : Epoch 1630 | loss: 0.0311483 | val_loss: 0.0311604 | Time: 10984.7 ms [2022-04-07 15:55:32 main:574] : INFO : Epoch 1631 | loss: 0.031148 | val_loss: 0.031161 | Time: 10989.9 ms [2022-04-07 15:55:43 main:574] : INFO : Epoch 1632 | loss: 0.0311471 | val_loss: 0.0311575 | Time: 11028.7 ms [2022-04-07 15:55:54 main:574] : INFO : Epoch 1633 | loss: 0.0311453 | val_loss: 0.0311568 | Time: 11054.7 ms [2022-04-07 15:56:05 main:574] : INFO : Epoch 1634 | loss: 0.0311463 | val_loss: 0.0311597 | Time: 10998.1 ms [2022-04-07 15:56:26 main:574] : INFO : Epoch 1635 | loss: 0.0311494 | val_loss: 0.0311664 | Time: 21038.9 ms [2022-04-07 15:56:37 main:574] : INFO : Epoch 1636 | loss: 0.031148 | val_loss: 0.0311575 | Time: 11050.4 ms [2022-04-07 15:56:49 main:574] : INFO : Epoch 1637 | loss: 0.0311463 | val_loss: 0.0311576 | Time: 11091 ms [2022-04-07 15:57:00 main:574] : INFO : Epoch 1638 | loss: 0.0311471 | val_loss: 0.0311596 | Time: 10843.7 ms [2022-04-07 15:57:10 main:574] : INFO : Epoch 1639 | loss: 0.0311455 | val_loss: 0.0311565 | Time: 10861.1 ms [2022-04-07 15:57:21 main:574] : INFO : Epoch 1640 | loss: 0.0311449 | val_loss: 0.0311598 | Time: 10860.6 ms [2022-04-07 15:57:32 main:574] : INFO : Epoch 1641 | loss: 0.031146 | val_loss: 0.0311574 | Time: 10872.6 ms [2022-04-07 15:57:43 main:574] : INFO : Epoch 1642 | loss: 0.0311446 | val_loss: 0.0311579 | Time: 10969.4 ms [2022-04-07 15:57:54 main:574] : INFO : Epoch 1643 | loss: 0.0311452 | val_loss: 0.0311562 | Time: 11053.5 ms [2022-04-07 15:58:05 main:574] : INFO : Epoch 1644 | loss: 0.0311467 | val_loss: 0.0311569 | Time: 11009 ms [2022-04-07 15:58:16 main:574] : INFO : Epoch 1645 | loss: 0.0311457 | val_loss: 0.0311575 | Time: 11044.8 ms [2022-04-07 15:58:28 main:574] : INFO : Epoch 1646 | loss: 0.031144 | val_loss: 0.0311553 | Time: 10998.5 ms [2022-04-07 15:58:39 main:574] : INFO : Epoch 1647 | loss: 0.031144 | val_loss: 0.0311566 | Time: 11026.2 ms [2022-04-07 15:58:50 main:574] : INFO : Epoch 1648 | loss: 0.0311434 | val_loss: 0.0311584 | Time: 10984.1 ms [2022-04-07 15:59:01 main:574] : INFO : Epoch 1649 | loss: 0.0311449 | val_loss: 0.0311579 | Time: 10942.5 ms [2022-04-07 15:59:12 main:574] : INFO : Epoch 1650 | loss: 0.0311451 | val_loss: 0.0311581 | Time: 11053.8 ms [2022-04-07 15:59:23 main:574] : INFO : Epoch 1651 | loss: 0.0311459 | val_loss: 0.0311572 | Time: 10953.4 ms [2022-04-07 15:59:34 main:574] : INFO : Epoch 1652 | loss: 0.0311506 | val_loss: 0.0311588 | Time: 11032.3 ms [2022-04-07 15:59:45 main:574] : INFO : Epoch 1653 | loss: 0.0311505 | val_loss: 0.031159 | Time: 11052.7 ms [2022-04-07 15:59:56 main:574] : INFO : Epoch 1654 | loss: 0.0311485 | val_loss: 0.0311585 | Time: 11176.5 ms [2022-04-07 16:00:07 main:574] : INFO : Epoch 1655 | loss: 0.0311482 | val_loss: 0.0311618 | Time: 10972.4 ms [2022-04-07 16:00:18 main:574] : INFO : Epoch 1656 | loss: 0.0311492 | val_loss: 0.0311546 | Time: 10982.6 ms [2022-04-07 16:00:29 main:574] : INFO : Epoch 1657 | loss: 0.0311501 | val_loss: 0.0311653 | Time: 11019.4 ms [2022-04-07 16:00:40 main:574] : INFO : Epoch 1658 | loss: 0.0311516 | val_loss: 0.0311579 | Time: 10961 ms [2022-04-07 16:00:51 main:574] : INFO : Epoch 1659 | loss: 0.0311479 | val_loss: 0.0311566 | Time: 10957.8 ms [2022-04-07 16:01:02 main:574] : INFO : Epoch 1660 | loss: 0.0311468 | val_loss: 0.0311587 | Time: 10981.3 ms [2022-04-07 16:01:13 main:574] : INFO : Epoch 1661 | loss: 0.0311488 | val_loss: 0.0311563 | Time: 10911.8 ms [2022-04-07 16:01:24 main:574] : INFO : Epoch 1662 | loss: 0.0311531 | val_loss: 0.0311547 | Time: 10865.8 ms [2022-04-07 16:01:35 main:574] : INFO : Epoch 1663 | loss: 0.0311479 | val_loss: 0.031156 | Time: 10861.6 ms [2022-04-07 16:01:46 main:574] : INFO : Epoch 1664 | loss: 0.0311464 | val_loss: 0.0311566 | Time: 10822.6 ms [2022-04-07 16:01:57 main:574] : INFO : Epoch 1665 | loss: 0.0311463 | val_loss: 0.031157 | Time: 10866.8 ms [2022-04-07 16:02:18 main:574] : INFO : Epoch 1666 | loss: 0.0311459 | val_loss: 0.031156 | Time: 20833.2 ms [2022-04-07 16:02:29 main:574] : INFO : Epoch 1667 | loss: 0.0311469 | val_loss: 0.0311559 | Time: 10960.6 ms [2022-04-07 16:02:40 main:574] : INFO : Epoch 1668 | loss: 0.0311464 | val_loss: 0.0311573 | Time: 10977.6 ms [2022-04-07 16:02:51 main:574] : INFO : Epoch 1669 | loss: 0.0311464 | val_loss: 0.0311544 | Time: 10955.4 ms [2022-04-07 16:03:02 main:574] : INFO : Epoch 1670 | loss: 0.0311494 | val_loss: 0.0311553 | Time: 11041.9 ms [2022-04-07 16:03:13 main:574] : INFO : Epoch 1671 | loss: 0.0311463 | val_loss: 0.0311544 | Time: 10978.1 ms [2022-04-07 16:03:24 main:574] : INFO : Epoch 1672 | loss: 0.0311447 | val_loss: 0.0311566 | Time: 10962.3 ms [2022-04-07 16:03:35 main:574] : INFO : Epoch 1673 | loss: 0.0311458 | val_loss: 0.0311552 | Time: 11105.7 ms [2022-04-07 16:03:46 main:574] : INFO : Epoch 1674 | loss: 0.0311436 | val_loss: 0.0311551 | Time: 11140 ms [2022-04-07 16:03:57 main:574] : INFO : Epoch 1675 | loss: 0.0311439 | val_loss: 0.0311547 | Time: 10938.9 ms [2022-04-07 16:04:08 main:574] : INFO : Epoch 1676 | loss: 0.031146 | val_loss: 0.0311555 | Time: 11014.7 ms [2022-04-07 16:04:19 main:574] : INFO : Epoch 1677 | loss: 0.0311463 | val_loss: 0.0311556 | Time: 10935.3 ms [2022-04-07 16:04:30 main:574] : INFO : Epoch 1678 | loss: 0.0311443 | val_loss: 0.0311554 | Time: 10978.5 ms [2022-04-07 16:04:41 main:574] : INFO : Epoch 1679 | loss: 0.031144 | val_loss: 0.0311546 | Time: 10957.2 ms [2022-04-07 16:04:52 main:574] : INFO : Epoch 1680 | loss: 0.0311435 | val_loss: 0.0311549 | Time: 10991.1 ms [2022-04-07 16:05:03 main:574] : INFO : Epoch 1681 | loss: 0.0311445 | val_loss: 0.0311547 | Time: 10986.6 ms [2022-04-07 16:05:14 main:574] : INFO : Epoch 1682 | loss: 0.031144 | val_loss: 0.0311557 | Time: 10981.5 ms [2022-04-07 16:05:25 main:574] : INFO : Epoch 1683 | loss: 0.0311444 | val_loss: 0.0311531 | Time: 10961.4 ms [2022-04-07 16:05:36 main:574] : INFO : Epoch 1684 | loss: 0.0311443 | val_loss: 0.031155 | Time: 10959.8 ms [2022-04-07 16:05:47 main:574] : INFO : Epoch 1685 | loss: 0.0311446 | val_loss: 0.0311543 | Time: 10999.6 ms [2022-04-07 16:05:58 main:574] : INFO : Epoch 1686 | loss: 0.0311432 | val_loss: 0.031152 | Time: 10985.1 ms [2022-04-07 16:06:09 main:574] : INFO : Epoch 1687 | loss: 0.0311439 | val_loss: 0.0311529 | Time: 10845.1 ms [2022-04-07 16:06:20 main:574] : INFO : Epoch 1688 | loss: 0.0311436 | val_loss: 0.0311526 | Time: 10820.3 ms [2022-04-07 16:06:31 main:574] : INFO : Epoch 1689 | loss: 0.0311429 | val_loss: 0.0311556 | Time: 10847.8 ms [2022-04-07 16:06:42 main:574] : INFO : Epoch 1690 | loss: 0.0311432 | val_loss: 0.0311543 | Time: 10868.6 ms [2022-04-07 16:06:53 main:574] : INFO : Epoch 1691 | loss: 0.0311425 | val_loss: 0.0311541 | Time: 11120 ms [2022-04-07 16:07:04 main:574] : INFO : Epoch 1692 | loss: 0.0311437 | val_loss: 0.0311538 | Time: 10972.8 ms [2022-04-07 16:07:15 main:574] : INFO : Epoch 1693 | loss: 0.0311437 | val_loss: 0.0311526 | Time: 10997.7 ms [2022-04-07 16:07:26 main:574] : INFO : Epoch 1694 | loss: 0.0311432 | val_loss: 0.0311561 | Time: 10978.9 ms [2022-04-07 16:07:37 main:574] : INFO : Epoch 1695 | loss: 0.031147 | val_loss: 0.0311551 | Time: 11018 ms [2022-04-07 16:07:48 main:574] : INFO : Epoch 1696 | loss: 0.0311448 | val_loss: 0.0311529 | Time: 10973.5 ms [2022-04-07 16:07:59 main:574] : INFO : Epoch 1697 | loss: 0.0311444 | val_loss: 0.0311522 | Time: 10994.2 ms [2022-04-07 16:08:10 main:574] : INFO : Epoch 1698 | loss: 0.0311444 | val_loss: 0.0311551 | Time: 10953.2 ms [2022-04-07 16:08:21 main:574] : INFO : Epoch 1699 | loss: 0.0311436 | val_loss: 0.0311536 | Time: 11073.7 ms [2022-04-07 16:08:32 main:574] : INFO : Epoch 1700 | loss: 0.0311427 | val_loss: 0.0311536 | Time: 10930 ms [2022-04-07 16:08:43 main:574] : INFO : Epoch 1701 | loss: 0.0311437 | val_loss: 0.0311553 | Time: 11005.8 ms [2022-04-07 16:08:54 main:574] : INFO : Epoch 1702 | loss: 0.0311437 | val_loss: 0.031155 | Time: 11023.4 ms [2022-04-07 16:09:05 main:574] : INFO : Epoch 1703 | loss: 0.0311431 | val_loss: 0.0311551 | Time: 10950.4 ms [2022-04-07 16:09:16 main:574] : INFO : Epoch 1704 | loss: 0.0311425 | val_loss: 0.0311546 | Time: 10965.2 ms [2022-04-07 16:09:27 main:574] : INFO : Epoch 1705 | loss: 0.0311416 | val_loss: 0.0311541 | Time: 10950.2 ms [2022-04-07 16:09:38 main:574] : INFO : Epoch 1706 | loss: 0.0311415 | val_loss: 0.0311568 | Time: 10922.5 ms [2022-04-07 16:09:49 main:574] : INFO : Epoch 1707 | loss: 0.0311419 | val_loss: 0.0311554 | Time: 10942.6 ms [2022-04-07 16:10:00 main:574] : INFO : Epoch 1708 | loss: 0.0311419 | val_loss: 0.0311538 | Time: 10983.9 ms [2022-04-07 16:10:11 main:574] : INFO : Epoch 1709 | loss: 0.0311421 | val_loss: 0.0311547 | Time: 10960.3 ms [2022-04-07 16:10:22 main:574] : INFO : Epoch 1710 | loss: 0.0311422 | val_loss: 0.0311538 | Time: 11046 ms [2022-04-07 16:10:33 main:574] : INFO : Epoch 1711 | loss: 0.0311425 | val_loss: 0.0311573 | Time: 10959.8 ms [2022-04-07 16:10:44 main:574] : INFO : Epoch 1712 | loss: 0.031142 | val_loss: 0.0311561 | Time: 10815.1 ms [2022-04-07 16:10:55 main:574] : INFO : Epoch 1713 | loss: 0.0311419 | val_loss: 0.0311525 | Time: 10846.1 ms [2022-04-07 16:11:06 main:574] : INFO : Epoch 1714 | loss: 0.0311407 | val_loss: 0.0311525 | Time: 10838.9 ms [2022-04-07 16:11:17 main:574] : INFO : Epoch 1715 | loss: 0.0311417 | val_loss: 0.0311528 | Time: 10850.2 ms [2022-04-07 16:11:28 main:574] : INFO : Epoch 1716 | loss: 0.0311416 | val_loss: 0.0311544 | Time: 10880 ms [2022-04-07 16:11:39 main:574] : INFO : Epoch 1717 | loss: 0.0311418 | val_loss: 0.0311564 | Time: 10971.1 ms [2022-04-07 16:11:50 main:574] : INFO : Epoch 1718 | loss: 0.0311409 | val_loss: 0.0311524 | Time: 10950.5 ms [2022-04-07 16:12:01 main:574] : INFO : Epoch 1719 | loss: 0.0311402 | val_loss: 0.0311526 | Time: 10941.2 ms [2022-04-07 16:12:12 main:574] : INFO : Epoch 1720 | loss: 0.0311397 | val_loss: 0.0311534 | Time: 10959 ms [2022-04-07 16:12:23 main:574] : INFO : Epoch 1721 | loss: 0.0311401 | val_loss: 0.0311537 | Time: 11024.9 ms [2022-04-07 16:12:34 main:574] : INFO : Epoch 1722 | loss: 0.0311407 | val_loss: 0.0311551 | Time: 10924.2 ms [2022-04-07 16:12:45 main:574] : INFO : Epoch 1723 | loss: 0.0311417 | val_loss: 0.0311619 | Time: 10999.6 ms [2022-04-07 16:12:56 main:574] : INFO : Epoch 1724 | loss: 0.0311406 | val_loss: 0.0311534 | Time: 11016 ms [2022-04-07 16:13:07 main:574] : INFO : Epoch 1725 | loss: 0.0311403 | val_loss: 0.031153 | Time: 10949.9 ms [2022-04-07 16:13:18 main:574] : INFO : Epoch 1726 | loss: 0.031142 | val_loss: 0.0311518 | Time: 10984.6 ms [2022-04-07 16:13:29 main:574] : INFO : Epoch 1727 | loss: 0.0311405 | val_loss: 0.0311553 | Time: 10946.7 ms [2022-04-07 16:13:40 main:574] : INFO : Epoch 1728 | loss: 0.0311404 | val_loss: 0.0311526 | Time: 10962.6 ms [2022-04-07 16:13:51 main:574] : INFO : Epoch 1729 | loss: 0.0311405 | val_loss: 0.0311521 | Time: 11013.6 ms [2022-04-07 16:14:02 main:574] : INFO : Epoch 1730 | loss: 0.0311434 | val_loss: 0.0311547 | Time: 10996.7 ms [2022-04-07 16:14:13 main:574] : INFO : Epoch 1731 | loss: 0.0311414 | val_loss: 0.0311627 | Time: 10927.3 ms [2022-04-07 16:14:24 main:574] : INFO : Epoch 1732 | loss: 0.0311466 | val_loss: 0.0311575 | Time: 10986.2 ms [2022-04-07 16:14:35 main:574] : INFO : Epoch 1733 | loss: 0.0311444 | val_loss: 0.0311549 | Time: 10941.4 ms [2022-04-07 16:14:46 main:574] : INFO : Epoch 1734 | loss: 0.0311409 | val_loss: 0.0311566 | Time: 10908.6 ms [2022-04-07 16:14:57 main:574] : INFO : Epoch 1735 | loss: 0.0311393 | val_loss: 0.031154 | Time: 10973.7 ms [2022-04-07 16:15:08 main:574] : INFO : Epoch 1736 | loss: 0.0311394 | val_loss: 0.031153 | Time: 10935.3 ms [2022-04-07 16:15:19 main:574] : INFO : Epoch 1737 | loss: 0.0311392 | val_loss: 0.0311524 | Time: 10925 ms [2022-04-07 16:15:30 main:574] : INFO : Epoch 1738 | loss: 0.0311386 | val_loss: 0.0311522 | Time: 10889.2 ms [2022-04-07 16:15:41 main:574] : INFO : Epoch 1739 | loss: 0.0311393 | val_loss: 0.0311532 | Time: 10929 ms [2022-04-07 16:15:52 main:574] : INFO : Epoch 1740 | loss: 0.0311375 | val_loss: 0.0311508 | Time: 10896.7 ms [2022-04-07 16:16:03 main:574] : INFO : Epoch 1741 | loss: 0.0311371 | val_loss: 0.0311559 | Time: 10957.9 ms [2022-04-07 16:16:13 main:574] : INFO : Epoch 1742 | loss: 0.0311406 | val_loss: 0.0311536 | Time: 10947 ms [2022-04-07 16:16:25 main:574] : INFO : Epoch 1743 | loss: 0.0311449 | val_loss: 0.0311534 | Time: 10985.9 ms [2022-04-07 16:16:36 main:574] : INFO : Epoch 1744 | loss: 0.0311467 | val_loss: 0.0311553 | Time: 10981.8 ms [2022-04-07 16:16:47 main:574] : INFO : Epoch 1745 | loss: 0.0311505 | val_loss: 0.0311553 | Time: 11012.2 ms [2022-04-07 16:16:58 main:574] : INFO : Epoch 1746 | loss: 0.0311471 | val_loss: 0.0311527 | Time: 10980.1 ms [2022-04-07 16:17:09 main:574] : INFO : Epoch 1747 | loss: 0.0311474 | val_loss: 0.0311536 | Time: 11095.2 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: Quadro P600) [2022-04-07 17:35:46 main:435] : INFO : Set logging level to 1 [2022-04-07 17:35:46 main:441] : INFO : Running in BOINC Client mode [2022-04-07 17:35:46 main:444] : INFO : Resolving all filenames [2022-04-07 17:35:46 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-07 17:35:46 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-07 17:35:46 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-07 17:35:46 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-07 17:35:46 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-07 17:35:46 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-07 17:35:46 main:474] : INFO : Configuration: [2022-04-07 17:35:47 main:475] : INFO : Model type: GRU [2022-04-07 17:35:47 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-07 17:35:47 main:477] : INFO : Max Epochs: 2048 [2022-04-07 17:35:47 main:478] : INFO : Batch Size: 128 [2022-04-07 17:35:47 main:479] : INFO : Learning Rate: 0.01 [2022-04-07 17:35:47 main:480] : INFO : Patience: 10 [2022-04-07 17:35:47 main:481] : INFO : Hidden Width: 12 [2022-04-07 17:35:47 main:482] : INFO : # Recurrent Layers: 4 [2022-04-07 17:35:47 main:483] : INFO : # Backend Layers: 4 [2022-04-07 17:35:47 main:484] : INFO : # Threads: 1 [2022-04-07 17:35:47 main:486] : INFO : Preparing Dataset [2022-04-07 17:35:47 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-07 17:35:47 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-07 17:35:50 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-07 17:35:50 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-07 17:35:50 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-07 17:35:50 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-07 17:35:51 main:494] : INFO : Creating Model [2022-04-07 17:35:51 main:507] : INFO : Preparing config file [2022-04-07 17:35:51 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-07 17:35:51 main:512] : INFO : Loading config [2022-04-07 17:35:51 main:514] : INFO : Loading state [2022-04-07 17:35:52 main:559] : INFO : Loading DataLoader into Memory [2022-04-07 17:35:52 main:562] : INFO : Starting Training [2022-04-07 17:36:03 main:574] : INFO : Epoch 1744 | loss: 0.0311713 | val_loss: 0.0311588 | Time: 11242.8 ms [2022-04-07 17:36:14 main:574] : INFO : Epoch 1745 | loss: 0.0311456 | val_loss: 0.0311539 | Time: 10991.5 ms [2022-04-07 17:36:26 main:574] : INFO : Epoch 1746 | loss: 0.0311423 | val_loss: 0.0311499 | Time: 11072.8 ms [2022-04-07 17:36:37 main:574] : INFO : Epoch 1747 | loss: 0.0311393 | val_loss: 0.0311499 | Time: 11047.7 ms [2022-04-07 17:36:48 main:574] : INFO : Epoch 1748 | loss: 0.0311382 | val_loss: 0.0311541 | Time: 11532.8 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: Quadro P600) [2022-04-07 18:09:49 main:435] : INFO : Set logging level to 1 [2022-04-07 18:09:49 main:441] : INFO : Running in BOINC Client mode [2022-04-07 18:09:49 main:444] : INFO : Resolving all filenames [2022-04-07 18:09:49 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-07 18:09:49 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-07 18:09:49 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-07 18:09:49 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-07 18:09:49 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-07 18:09:49 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-07 18:09:49 main:474] : INFO : Configuration: [2022-04-07 18:09:49 main:475] : INFO : Model type: GRU [2022-04-07 18:09:49 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-07 18:09:49 main:477] : INFO : Max Epochs: 2048 [2022-04-07 18:09:49 main:478] : INFO : Batch Size: 128 [2022-04-07 18:09:49 main:479] : INFO : Learning Rate: 0.01 [2022-04-07 18:09:50 main:480] : INFO : Patience: 10 [2022-04-07 18:09:50 main:481] : INFO : Hidden Width: 12 [2022-04-07 18:09:50 main:482] : INFO : # Recurrent Layers: 4 [2022-04-07 18:09:50 main:483] : INFO : # Backend Layers: 4 [2022-04-07 18:09:50 main:484] : INFO : # Threads: 1 [2022-04-07 18:09:50 main:486] : INFO : Preparing Dataset [2022-04-07 18:09:50 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-07 18:09:50 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-07 18:09:52 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-07 18:09:52 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-07 18:09:52 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-07 18:09:53 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-07 18:09:53 main:494] : INFO : Creating Model [2022-04-07 18:09:53 main:507] : INFO : Preparing config file [2022-04-07 18:09:53 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-07 18:09:53 main:512] : INFO : Loading config [2022-04-07 18:09:53 main:514] : INFO : Loading state [2022-04-07 18:09:54 main:559] : INFO : Loading DataLoader into Memory [2022-04-07 18:09:54 main:562] : INFO : Starting Training [2022-04-07 18:10:05 main:574] : INFO : Epoch 1744 | loss: 0.0311783 | val_loss: 0.0311607 | Time: 10862.4 ms [2022-04-07 18:10:16 main:574] : INFO : Epoch 1745 | loss: 0.0311464 | val_loss: 0.0311532 | Time: 10972.1 ms [2022-04-07 18:10:27 main:574] : INFO : Epoch 1746 | loss: 0.031143 | val_loss: 0.0311529 | Time: 11046.2 ms [2022-04-07 18:10:38 main:574] : INFO : Epoch 1747 | loss: 0.0311422 | val_loss: 0.0311512 | Time: 11063.6 ms [2022-04-07 18:10:49 main:574] : INFO : Epoch 1748 | loss: 0.0311408 | val_loss: 0.0311528 | Time: 11085.8 ms [2022-04-07 18:11:00 main:574] : INFO : Epoch 1749 | loss: 0.0311434 | val_loss: 0.0311529 | Time: 11089.1 ms [2022-04-07 18:11:11 main:574] : INFO : Epoch 1750 | loss: 0.0311456 | val_loss: 0.0311568 | Time: 11005.2 ms [2022-04-07 18:11:22 main:574] : INFO : Epoch 1751 | loss: 0.0311432 | val_loss: 0.0311553 | Time: 11118.3 ms [2022-04-07 18:11:33 main:574] : INFO : Epoch 1752 | loss: 0.0311439 | val_loss: 0.0311547 | Time: 11114.1 ms [2022-04-07 18:11:44 main:574] : INFO : Epoch 1753 | loss: 0.0311443 | val_loss: 0.0311536 | Time: 11043.5 ms [2022-04-07 18:11:56 main:574] : INFO : Epoch 1754 | loss: 0.0311427 | val_loss: 0.0311498 | Time: 11021.8 ms [2022-04-07 18:12:07 main:574] : INFO : Epoch 1755 | loss: 0.0311422 | val_loss: 0.0311501 | Time: 11051.1 ms [2022-04-07 18:12:18 main:574] : INFO : Epoch 1756 | loss: 0.0311391 | val_loss: 0.0311518 | Time: 11022.2 ms [2022-04-07 18:12:29 main:574] : INFO : Epoch 1757 | loss: 0.0311401 | val_loss: 0.0311498 | Time: 11026.6 ms [2022-04-07 18:12:40 main:574] : INFO : Epoch 1758 | loss: 0.0311417 | val_loss: 0.0311497 | Time: 11025.4 ms [2022-04-07 18:12:51 main:574] : INFO : Epoch 1759 | loss: 0.0311398 | val_loss: 0.0311544 | Time: 11043.7 ms [2022-04-07 18:13:02 main:574] : INFO : Epoch 1760 | loss: 0.0311415 | val_loss: 0.0311541 | Time: 11043.1 ms [2022-04-07 18:13:13 main:574] : INFO : Epoch 1761 | loss: 0.0311397 | val_loss: 0.0311537 | Time: 11218.8 ms [2022-04-07 18:13:24 main:574] : INFO : Epoch 1762 | loss: 0.0311507 | val_loss: 0.0311647 | Time: 11085.7 ms [2022-04-07 18:13:35 main:574] : INFO : Epoch 1763 | loss: 0.0311638 | val_loss: 0.031179 | Time: 11096.1 ms [2022-04-07 18:13:47 main:574] : INFO : Epoch 1764 | loss: 0.0311813 | val_loss: 0.031191 | Time: 11068.3 ms [2022-04-07 18:13:58 main:574] : INFO : Epoch 1765 | loss: 0.0311831 | val_loss: 0.0311819 | Time: 10992.5 ms [2022-04-07 18:14:09 main:574] : INFO : Epoch 1766 | loss: 0.0311755 | val_loss: 0.0311781 | Time: 10909.6 ms [2022-04-07 18:14:19 main:574] : INFO : Epoch 1767 | loss: 0.0311731 | val_loss: 0.0311751 | Time: 10906.9 ms [2022-04-07 18:14:40 main:574] : INFO : Epoch 1768 | loss: 0.0311685 | val_loss: 0.0311731 | Time: 20881.4 ms [2022-04-07 18:14:51 main:574] : INFO : Epoch 1769 | loss: 0.0311658 | val_loss: 0.0311711 | Time: 10937.1 ms [2022-04-07 18:15:03 main:574] : INFO : Epoch 1770 | loss: 0.0311651 | val_loss: 0.0311721 | Time: 11151.2 ms [2022-04-07 18:15:14 main:574] : INFO : Epoch 1771 | loss: 0.0311643 | val_loss: 0.0311665 | Time: 11160.3 ms [2022-04-07 18:15:25 main:574] : INFO : Epoch 1772 | loss: 0.0311629 | val_loss: 0.0311658 | Time: 11051.3 ms [2022-04-07 18:15:36 main:574] : INFO : Epoch 1773 | loss: 0.0311615 | val_loss: 0.0311649 | Time: 11086.2 ms [2022-04-07 18:15:47 main:574] : INFO : Epoch 1774 | loss: 0.0311605 | val_loss: 0.0311661 | Time: 11074.4 ms [2022-04-07 18:15:58 main:574] : INFO : Epoch 1775 | loss: 0.0311603 | val_loss: 0.031164 | Time: 11035.9 ms [2022-04-07 18:16:09 main:574] : INFO : Epoch 1776 | loss: 0.0311587 | val_loss: 0.0311672 | Time: 11056.9 ms [2022-04-07 18:16:20 main:574] : INFO : Epoch 1777 | loss: 0.0311575 | val_loss: 0.0311628 | Time: 11053.4 ms [2022-04-07 18:16:31 main:574] : INFO : Epoch 1778 | loss: 0.0311572 | val_loss: 0.0311618 | Time: 11020.7 ms [2022-04-07 18:16:43 main:574] : INFO : Epoch 1779 | loss: 0.0311624 | val_loss: 0.0311643 | Time: 11157.8 ms [2022-04-07 18:16:54 main:574] : INFO : Epoch 1780 | loss: 0.0311612 | val_loss: 0.031163 | Time: 11111.9 ms [2022-04-07 18:17:05 main:574] : INFO : Epoch 1781 | loss: 0.0311626 | val_loss: 0.0311663 | Time: 11050 ms [2022-04-07 18:17:16 main:574] : INFO : Epoch 1782 | loss: 0.0311616 | val_loss: 0.0311624 | Time: 11037.2 ms [2022-04-07 18:17:27 main:574] : INFO : Epoch 1783 | loss: 0.0311637 | val_loss: 0.0311706 | Time: 11089.6 ms [2022-04-07 18:17:38 main:574] : INFO : Epoch 1784 | loss: 0.0311606 | val_loss: 0.0311625 | Time: 11078.7 ms [2022-04-07 18:17:49 main:574] : INFO : Epoch 1785 | loss: 0.0311587 | val_loss: 0.0311657 | Time: 11036.3 ms [2022-04-07 18:18:00 main:574] : INFO : Epoch 1786 | loss: 0.0311579 | val_loss: 0.0311599 | Time: 11017.6 ms [2022-04-07 18:18:11 main:574] : INFO : Epoch 1787 | loss: 0.0311557 | val_loss: 0.0311602 | Time: 11035.3 ms [2022-04-07 18:18:23 main:574] : INFO : Epoch 1788 | loss: 0.0311556 | val_loss: 0.0311594 | Time: 11053 ms [2022-04-07 18:18:34 main:574] : INFO : Epoch 1789 | loss: 0.0311551 | val_loss: 0.0311577 | Time: 11226.1 ms [2022-04-07 18:18:45 main:574] : INFO : Epoch 1790 | loss: 0.0311558 | val_loss: 0.0311589 | Time: 11018.3 ms [2022-04-07 18:18:56 main:574] : INFO : Epoch 1791 | loss: 0.0311547 | val_loss: 0.031158 | Time: 10925 ms [2022-04-07 18:19:07 main:574] : INFO : Epoch 1792 | loss: 0.0311531 | val_loss: 0.031157 | Time: 10919.6 ms [2022-04-07 18:19:18 main:574] : INFO : Epoch 1793 | loss: 0.0311517 | val_loss: 0.0311566 | Time: 10927.5 ms [2022-04-07 18:19:29 main:574] : INFO : Epoch 1794 | loss: 0.031151 | val_loss: 0.0311564 | Time: 10933.8 ms [2022-04-07 18:19:40 main:574] : INFO : Epoch 1795 | loss: 0.0311506 | val_loss: 0.0311562 | Time: 10927 ms [2022-04-07 18:19:51 main:574] : INFO : Epoch 1796 | loss: 0.0311494 | val_loss: 0.0311568 | Time: 11034.8 ms [2022-04-07 18:20:02 main:574] : INFO : Epoch 1797 | loss: 0.0311494 | val_loss: 0.031156 | Time: 11066.2 ms [2022-04-07 18:20:13 main:574] : INFO : Epoch 1798 | loss: 0.0311487 | val_loss: 0.0311563 | Time: 11207.4 ms [2022-04-07 18:20:24 main:574] : INFO : Epoch 1799 | loss: 0.0311493 | val_loss: 0.0311567 | Time: 11081.1 ms [2022-04-07 18:20:35 main:574] : INFO : Epoch 1800 | loss: 0.0311485 | val_loss: 0.0311569 | Time: 11070.3 ms [2022-04-07 18:20:46 main:574] : INFO : Epoch 1801 | loss: 0.0311487 | val_loss: 0.0311543 | Time: 11069.1 ms [2022-04-07 18:20:57 main:574] : INFO : Epoch 1802 | loss: 0.0311474 | val_loss: 0.0311551 | Time: 11013.6 ms [2022-04-07 18:21:18 main:574] : INFO : Epoch 1803 | loss: 0.0311487 | val_loss: 0.0311567 | Time: 20646.7 ms [2022-04-07 18:21:29 main:574] : INFO : Epoch 1804 | loss: 0.0311496 | val_loss: 0.0311558 | Time: 10991.6 ms [2022-04-07 18:21:40 main:574] : INFO : Epoch 1805 | loss: 0.0311492 | val_loss: 0.0311541 | Time: 11039 ms [2022-04-07 18:21:51 main:574] : INFO : Epoch 1806 | loss: 0.0311511 | val_loss: 0.0311573 | Time: 11073.7 ms [2022-04-07 18:22:03 main:574] : INFO : Epoch 1807 | loss: 0.0311527 | val_loss: 0.0311591 | Time: 11009.7 ms [2022-04-07 18:22:14 main:574] : INFO : Epoch 1808 | loss: 0.0311544 | val_loss: 0.0311607 | Time: 11202.2 ms [2022-04-07 18:22:25 main:574] : INFO : Epoch 1809 | loss: 0.0311556 | val_loss: 0.0311619 | Time: 11048 ms [2022-04-07 18:22:36 main:574] : INFO : Epoch 1810 | loss: 0.0311541 | val_loss: 0.0311592 | Time: 11042.4 ms [2022-04-07 18:22:47 main:574] : INFO : Epoch 1811 | loss: 0.0311527 | val_loss: 0.0311601 | Time: 11017.1 ms [2022-04-07 18:22:58 main:574] : INFO : Epoch 1812 | loss: 0.0311546 | val_loss: 0.0311614 | Time: 11077.4 ms [2022-04-07 18:23:09 main:574] : INFO : Epoch 1813 | loss: 0.0311591 | val_loss: 0.0311628 | Time: 11023.9 ms [2022-04-07 18:23:20 main:574] : INFO : Epoch 1814 | loss: 0.0311583 | val_loss: 0.0311618 | Time: 11023.9 ms [2022-04-07 18:23:31 main:574] : INFO : Epoch 1815 | loss: 0.0311572 | val_loss: 0.031164 | Time: 11068.3 ms [2022-04-07 18:23:42 main:574] : INFO : Epoch 1816 | loss: 0.0311552 | val_loss: 0.0311595 | Time: 10934.1 ms [2022-04-07 18:23:53 main:574] : INFO : Epoch 1817 | loss: 0.031153 | val_loss: 0.0311582 | Time: 11059 ms [2022-04-07 18:24:04 main:574] : INFO : Epoch 1818 | loss: 0.0311531 | val_loss: 0.0311622 | Time: 10977.2 ms [2022-04-07 18:24:15 main:574] : INFO : Epoch 1819 | loss: 0.0311596 | val_loss: 0.031166 | Time: 10928.9 ms [2022-04-07 18:24:26 main:574] : INFO : Epoch 1820 | loss: 0.0311601 | val_loss: 0.0311643 | Time: 10950.5 ms [2022-04-07 18:24:37 main:574] : INFO : Epoch 1821 | loss: 0.0311617 | val_loss: 0.0311729 | Time: 11057.9 ms [2022-04-07 18:24:49 main:574] : INFO : Epoch 1822 | loss: 0.0311664 | val_loss: 0.0311749 | Time: 11069.3 ms [2022-04-07 18:25:00 main:574] : INFO : Epoch 1823 | loss: 0.0311664 | val_loss: 0.0311732 | Time: 11038.9 ms [2022-04-07 18:25:11 main:574] : INFO : Epoch 1824 | loss: 0.0311653 | val_loss: 0.0311704 | Time: 11075.8 ms [2022-04-07 18:25:22 main:574] : INFO : Epoch 1825 | loss: 0.0311633 | val_loss: 0.031167 | Time: 11065.9 ms [2022-04-07 18:25:33 main:574] : INFO : Epoch 1826 | loss: 0.0311605 | val_loss: 0.0311644 | Time: 11029.9 ms [2022-04-07 18:25:44 main:574] : INFO : Epoch 1827 | loss: 0.0311608 | val_loss: 0.0311663 | Time: 11232.4 ms [2022-04-07 18:25:55 main:574] : INFO : Epoch 1828 | loss: 0.031162 | val_loss: 0.031164 | Time: 11157.9 ms [2022-04-07 18:26:07 main:574] : INFO : Epoch 1829 | loss: 0.0311643 | val_loss: 0.0311734 | Time: 11080.6 ms [2022-04-07 18:26:18 main:574] : INFO : Epoch 1830 | loss: 0.0311741 | val_loss: 0.0311755 | Time: 11049.4 ms [2022-04-07 18:26:29 main:574] : INFO : Epoch 1831 | loss: 0.0311754 | val_loss: 0.0311793 | Time: 11076.4 ms [2022-04-07 18:26:40 main:574] : INFO : Epoch 1832 | loss: 0.0311747 | val_loss: 0.0311748 | Time: 11031.3 ms [2022-04-07 18:26:51 main:574] : INFO : Epoch 1833 | loss: 0.0311724 | val_loss: 0.0311724 | Time: 11021.1 ms [2022-04-07 18:27:02 main:574] : INFO : Epoch 1834 | loss: 0.031171 | val_loss: 0.031173 | Time: 11027.6 ms [2022-04-07 18:27:13 main:574] : INFO : Epoch 1835 | loss: 0.0311785 | val_loss: 0.0311822 | Time: 11100.4 ms [2022-04-07 18:27:25 main:574] : INFO : Epoch 1836 | loss: 0.0311863 | val_loss: 0.0311851 | Time: 11183.3 ms [2022-04-07 18:27:36 main:574] : INFO : Epoch 1837 | loss: 0.0311855 | val_loss: 0.03118 | Time: 11070.8 ms [2022-04-07 18:27:47 main:574] : INFO : Epoch 1838 | loss: 0.0311866 | val_loss: 0.0311862 | Time: 11011.8 ms [2022-04-07 18:27:58 main:574] : INFO : Epoch 1839 | loss: 0.0311874 | val_loss: 0.0311852 | Time: 11053.4 ms [2022-04-07 18:28:09 main:574] : INFO : Epoch 1840 | loss: 0.0311869 | val_loss: 0.0311839 | Time: 11027.3 ms [2022-04-07 18:28:20 main:574] : INFO : Epoch 1841 | loss: 0.0311843 | val_loss: 0.0311835 | Time: 10980.8 ms [2022-04-07 18:28:31 main:574] : INFO : Epoch 1842 | loss: 0.0311807 | val_loss: 0.0311806 | Time: 10918.8 ms [2022-04-07 18:28:42 main:574] : INFO : Epoch 1843 | loss: 0.0311795 | val_loss: 0.0311762 | Time: 10935 ms [2022-04-07 18:28:53 main:574] : INFO : Epoch 1844 | loss: 0.031179 | val_loss: 0.0311809 | Time: 10927.4 ms [2022-04-07 18:29:04 main:574] : INFO : Epoch 1845 | loss: 0.0311784 | val_loss: 0.0311749 | Time: 11052.1 ms [2022-04-07 18:29:15 main:574] : INFO : Epoch 1846 | loss: 0.0311753 | val_loss: 0.0311727 | Time: 11092.6 ms [2022-04-07 18:29:26 main:574] : INFO : Epoch 1847 | loss: 0.0311758 | val_loss: 0.031172 | Time: 11076.4 ms [2022-04-07 18:29:37 main:574] : INFO : Epoch 1848 | loss: 0.0311743 | val_loss: 0.0311721 | Time: 11066.8 ms [2022-04-07 18:29:48 main:574] : INFO : Epoch 1849 | loss: 0.0311749 | val_loss: 0.0311763 | Time: 11111.4 ms [2022-04-07 18:29:59 main:574] : INFO : Epoch 1850 | loss: 0.0311751 | val_loss: 0.0311731 | Time: 11031.9 ms [2022-04-07 18:30:10 main:574] : INFO : Epoch 1851 | loss: 0.0311747 | val_loss: 0.0311711 | Time: 11036 ms [2022-04-07 18:30:22 main:574] : INFO : Epoch 1852 | loss: 0.0311744 | val_loss: 0.0311708 | Time: 11038.4 ms [2022-04-07 18:30:33 main:574] : INFO : Epoch 1853 | loss: 0.031173 | val_loss: 0.0311715 | Time: 11053.3 ms [2022-04-07 18:30:44 main:574] : INFO : Epoch 1854 | loss: 0.0311768 | val_loss: 0.0311729 | Time: 11116.8 ms [2022-04-07 18:30:55 main:574] : INFO : Epoch 1855 | loss: 0.0311735 | val_loss: 0.031174 | Time: 11119.1 ms [2022-04-07 18:31:06 main:574] : INFO : Epoch 1856 | loss: 0.0311724 | val_loss: 0.0311711 | Time: 10998.7 ms [2022-04-07 18:31:17 main:574] : INFO : Epoch 1857 | loss: 0.0311713 | val_loss: 0.0311702 | Time: 11052.3 ms [2022-04-07 18:31:28 main:574] : INFO : Epoch 1858 | loss: 0.0311709 | val_loss: 0.0311696 | Time: 11040 ms [2022-04-07 18:31:39 main:574] : INFO : Epoch 1859 | loss: 0.0311717 | val_loss: 0.0311717 | Time: 11059.1 ms [2022-04-07 18:31:50 main:574] : INFO : Epoch 1860 | loss: 0.0311727 | val_loss: 0.0311774 | Time: 11066.6 ms [2022-04-07 18:32:01 main:574] : INFO : Epoch 1861 | loss: 0.0311712 | val_loss: 0.0311706 | Time: 11060.2 ms [2022-04-07 18:32:12 main:574] : INFO : Epoch 1862 | loss: 0.0311731 | val_loss: 0.0311756 | Time: 10986.1 ms [2022-04-07 18:32:24 main:574] : INFO : Epoch 1863 | loss: 0.0311702 | val_loss: 0.0311704 | Time: 11109.1 ms [2022-04-07 18:32:35 main:574] : INFO : Epoch 1864 | loss: 0.0311698 | val_loss: 0.0311687 | Time: 11228.3 ms [2022-04-07 18:32:46 main:574] : INFO : Epoch 1865 | loss: 0.0311685 | val_loss: 0.0311689 | Time: 11105.2 ms [2022-04-07 18:32:57 main:574] : INFO : Epoch 1866 | loss: 0.0311693 | val_loss: 0.0311706 | Time: 10967.5 ms [2022-04-07 18:33:08 main:574] : INFO : Epoch 1867 | loss: 0.0311685 | val_loss: 0.0311683 | Time: 10900.4 ms [2022-04-07 18:33:19 main:574] : INFO : Epoch 1868 | loss: 0.0311677 | val_loss: 0.0311706 | Time: 10931.6 ms [2022-04-07 18:33:30 main:574] : INFO : Epoch 1869 | loss: 0.0311685 | val_loss: 0.0311672 | Time: 10913.6 ms [2022-04-07 18:33:41 main:574] : INFO : Epoch 1870 | loss: 0.0311725 | val_loss: 0.0311818 | Time: 10914 ms [2022-04-07 18:33:52 main:574] : INFO : Epoch 1871 | loss: 0.0311905 | val_loss: 0.0311846 | Time: 10993.9 ms [2022-04-07 18:34:03 main:574] : INFO : Epoch 1872 | loss: 0.0311915 | val_loss: 0.0311816 | Time: 11049.7 ms [2022-04-07 18:34:14 main:574] : INFO : Epoch 1873 | loss: 0.0311882 | val_loss: 0.0311809 | Time: 11164.8 ms [2022-04-07 18:34:25 main:574] : INFO : Epoch 1874 | loss: 0.0311854 | val_loss: 0.0311798 | Time: 11216 ms [2022-04-07 18:34:36 main:574] : INFO : Epoch 1875 | loss: 0.031184 | val_loss: 0.0311797 | Time: 11055.8 ms [2022-04-07 18:34:48 main:574] : INFO : Epoch 1876 | loss: 0.0311888 | val_loss: 0.0311802 | Time: 11052.3 ms [2022-04-07 18:34:59 main:574] : INFO : Epoch 1877 | loss: 0.0311838 | val_loss: 0.0311775 | Time: 11042.4 ms [2022-04-07 18:35:10 main:574] : INFO : Epoch 1878 | loss: 0.0311822 | val_loss: 0.0311767 | Time: 11092.4 ms [2022-04-07 18:35:21 main:574] : INFO : Epoch 1879 | loss: 0.0311815 | val_loss: 0.0311797 | Time: 11167.3 ms [2022-04-07 18:35:32 main:574] : INFO : Epoch 1880 | loss: 0.0311845 | val_loss: 0.0311769 | Time: 11106.2 ms [2022-04-07 18:35:43 main:574] : INFO : Epoch 1881 | loss: 0.0311823 | val_loss: 0.0311774 | Time: 11048.6 ms [2022-04-07 18:35:54 main:574] : INFO : Epoch 1882 | loss: 0.0311805 | val_loss: 0.0311752 | Time: 11171.3 ms [2022-04-07 18:36:06 main:574] : INFO : Epoch 1883 | loss: 0.0311794 | val_loss: 0.0311759 | Time: 11087.2 ms [2022-04-07 18:36:17 main:574] : INFO : Epoch 1884 | loss: 0.0311796 | val_loss: 0.0311737 | Time: 11014.5 ms [2022-04-07 18:36:28 main:574] : INFO : Epoch 1885 | loss: 0.0311807 | val_loss: 0.0311733 | Time: 11057.5 ms [2022-04-07 18:36:39 main:574] : INFO : Epoch 1886 | loss: 0.0311778 | val_loss: 0.031173 | Time: 10985.8 ms [2022-04-07 18:36:50 main:574] : INFO : Epoch 1887 | loss: 0.0311774 | val_loss: 0.0311764 | Time: 11061.6 ms [2022-04-07 18:37:01 main:574] : INFO : Epoch 1888 | loss: 0.0311772 | val_loss: 0.031172 | Time: 11049.1 ms [2022-04-07 18:37:12 main:574] : INFO : Epoch 1889 | loss: 0.0311761 | val_loss: 0.0311702 | Time: 11061.2 ms [2022-04-07 18:37:23 main:574] : INFO : Epoch 1890 | loss: 0.0311748 | val_loss: 0.0311705 | Time: 11025.9 ms [2022-04-07 18:37:34 main:574] : INFO : Epoch 1891 | loss: 0.0311759 | val_loss: 0.0311746 | Time: 11130.5 ms [2022-04-07 18:37:45 main:574] : INFO : Epoch 1892 | loss: 0.0311756 | val_loss: 0.0311693 | Time: 11019.8 ms [2022-04-07 18:37:56 main:574] : INFO : Epoch 1893 | loss: 0.0311745 | val_loss: 0.0311699 | Time: 10905 ms [2022-04-07 18:38:07 main:574] : INFO : Epoch 1894 | loss: 0.0311739 | val_loss: 0.0311693 | Time: 10909.8 ms [2022-04-07 18:38:18 main:574] : INFO : Epoch 1895 | loss: 0.0311756 | val_loss: 0.0311697 | Time: 10920.1 ms [2022-04-07 18:38:29 main:574] : INFO : Epoch 1896 | loss: 0.0311733 | val_loss: 0.0311686 | Time: 10929.4 ms [2022-04-07 18:38:40 main:574] : INFO : Epoch 1897 | loss: 0.0311741 | val_loss: 0.0311681 | Time: 11024.7 ms [2022-04-07 18:38:51 main:574] : INFO : Epoch 1898 | loss: 0.0311726 | val_loss: 0.0311706 | Time: 11021.7 ms [2022-04-07 18:39:03 main:574] : INFO : Epoch 1899 | loss: 0.0311756 | val_loss: 0.0311714 | Time: 11083.1 ms [2022-04-07 18:39:14 main:574] : INFO : Epoch 1900 | loss: 0.0311757 | val_loss: 0.0311718 | Time: 11037.4 ms [2022-04-07 18:39:25 main:574] : INFO : Epoch 1901 | loss: 0.0311766 | val_loss: 0.0311717 | Time: 11228.8 ms [2022-04-07 18:39:36 main:574] : INFO : Epoch 1902 | loss: 0.0311746 | val_loss: 0.031181 | Time: 11092.2 ms [2022-04-07 18:39:47 main:574] : INFO : Epoch 1903 | loss: 0.0311786 | val_loss: 0.0311753 | Time: 11071.7 ms [2022-04-07 18:39:58 main:574] : INFO : Epoch 1904 | loss: 0.031175 | val_loss: 0.0311677 | Time: 11071.1 ms [2022-04-07 18:40:09 main:574] : INFO : Epoch 1905 | loss: 0.0311755 | val_loss: 0.0311693 | Time: 11048.5 ms [2022-04-07 18:40:20 main:574] : INFO : Epoch 1906 | loss: 0.0311732 | val_loss: 0.0311715 | Time: 11016.1 ms [2022-04-07 18:40:32 main:574] : INFO : Epoch 1907 | loss: 0.0311721 | val_loss: 0.0311677 | Time: 11040.3 ms [2022-04-07 18:40:43 main:574] : INFO : Epoch 1908 | loss: 0.0311716 | val_loss: 0.0311684 | Time: 11076.2 ms [2022-04-07 18:40:54 main:574] : INFO : Epoch 1909 | loss: 0.0311714 | val_loss: 0.0311667 | Time: 11064 ms [2022-04-07 18:41:05 main:574] : INFO : Epoch 1910 | loss: 0.0311711 | val_loss: 0.0311676 | Time: 11190.5 ms [2022-04-07 18:41:16 main:574] : INFO : Epoch 1911 | loss: 0.0311713 | val_loss: 0.0311658 | Time: 11055.9 ms [2022-04-07 18:41:27 main:574] : INFO : Epoch 1912 | loss: 0.0311709 | val_loss: 0.0311662 | Time: 11110.6 ms [2022-04-07 18:41:38 main:574] : INFO : Epoch 1913 | loss: 0.0311722 | val_loss: 0.0311658 | Time: 11016.5 ms [2022-04-07 18:41:50 main:574] : INFO : Epoch 1914 | loss: 0.0311703 | val_loss: 0.0311654 | Time: 11147.1 ms [2022-04-07 18:42:01 main:574] : INFO : Epoch 1915 | loss: 0.0311704 | val_loss: 0.0311649 | Time: 11085.7 ms [2022-04-07 18:42:12 main:574] : INFO : Epoch 1916 | loss: 0.031171 | val_loss: 0.0311676 | Time: 11032.4 ms [2022-04-07 18:42:23 main:574] : INFO : Epoch 1917 | loss: 0.0311691 | val_loss: 0.0311661 | Time: 10963.5 ms [2022-04-07 18:42:34 main:574] : INFO : Epoch 1918 | loss: 0.0311698 | val_loss: 0.0311664 | Time: 10898.1 ms [2022-04-07 18:42:45 main:574] : INFO : Epoch 1919 | loss: 0.031171 | val_loss: 0.0311709 | Time: 11043.8 ms [2022-04-07 18:42:56 main:574] : INFO : Epoch 1920 | loss: 0.031175 | val_loss: 0.0311666 | Time: 10957.9 ms [2022-04-07 18:43:07 main:574] : INFO : Epoch 1921 | loss: 0.0311696 | val_loss: 0.0311645 | Time: 10891.2 ms [2022-04-07 18:43:18 main:574] : INFO : Epoch 1922 | loss: 0.0311694 | val_loss: 0.0311643 | Time: 10984.9 ms [2022-04-07 18:43:29 main:574] : INFO : Epoch 1923 | loss: 0.0311688 | val_loss: 0.0311645 | Time: 11009.6 ms [2022-04-07 18:43:40 main:574] : INFO : Epoch 1924 | loss: 0.031168 | val_loss: 0.0311639 | Time: 11029.4 ms [2022-04-07 18:43:51 main:574] : INFO : Epoch 1925 | loss: 0.0311673 | val_loss: 0.0311638 | Time: 11032.5 ms [2022-04-07 18:44:02 main:574] : INFO : Epoch 1926 | loss: 0.0311676 | val_loss: 0.0311631 | Time: 11014.4 ms [2022-04-07 18:44:13 main:574] : INFO : Epoch 1927 | loss: 0.03117 | val_loss: 0.0311748 | Time: 11022.2 ms [2022-04-07 18:44:24 main:574] : INFO : Epoch 1928 | loss: 0.0311697 | val_loss: 0.0311634 | Time: 11041 ms [2022-04-07 18:44:45 main:574] : INFO : Epoch 1929 | loss: 0.031166 | val_loss: 0.0311642 | Time: 20786.3 ms [2022-04-07 18:44:56 main:574] : INFO : Epoch 1930 | loss: 0.0311656 | val_loss: 0.0311635 | Time: 11074.8 ms [2022-04-07 18:45:07 main:574] : INFO : Epoch 1931 | loss: 0.031168 | val_loss: 0.0311628 | Time: 11133.2 ms [2022-04-07 18:45:18 main:574] : INFO : Epoch 1932 | loss: 0.0311654 | val_loss: 0.0311668 | Time: 11037.4 ms [2022-04-07 18:45:29 main:574] : INFO : Epoch 1933 | loss: 0.0311683 | val_loss: 0.0311741 | Time: 11040.1 ms [2022-04-07 18:45:41 main:574] : INFO : Epoch 1934 | loss: 0.0311753 | val_loss: 0.0311753 | Time: 11058.3 ms [2022-04-07 18:45:52 main:574] : INFO : Epoch 1935 | loss: 0.0312261 | val_loss: 0.0312259 | Time: 11032.6 ms [2022-04-07 18:46:03 main:574] : INFO : Epoch 1936 | loss: 0.0312381 | val_loss: 0.0311763 | Time: 11111 ms [2022-04-07 18:46:24 main:574] : INFO : Epoch 1937 | loss: 0.0311755 | val_loss: 0.0311705 | Time: 20915 ms [2022-04-07 18:46:35 main:574] : INFO : Epoch 1938 | loss: 0.0311673 | val_loss: 0.0311627 | Time: 11228.9 ms [2022-04-07 18:46:46 main:574] : INFO : Epoch 1939 | loss: 0.0311645 | val_loss: 0.0311641 | Time: 11112.5 ms [2022-04-07 18:46:58 main:574] : INFO : Epoch 1940 | loss: 0.0311657 | val_loss: 0.031164 | Time: 11069.1 ms [2022-04-07 18:47:09 main:574] : INFO : Epoch 1941 | loss: 0.0311662 | val_loss: 0.0311635 | Time: 11087.7 ms [2022-04-07 18:47:20 main:574] : INFO : Epoch 1942 | loss: 0.0311648 | val_loss: 0.031165 | Time: 11020.5 ms [2022-04-07 18:47:31 main:574] : INFO : Epoch 1943 | loss: 0.0311703 | val_loss: 0.0311669 | Time: 10926 ms [2022-04-07 18:47:42 main:574] : INFO : Epoch 1944 | loss: 0.0311703 | val_loss: 0.0311629 | Time: 10927.4 ms [2022-04-07 18:47:53 main:574] : INFO : Epoch 1945 | loss: 0.0311662 | val_loss: 0.0311621 | Time: 10932.7 ms [2022-04-07 18:48:04 main:574] : INFO : Epoch 1946 | loss: 0.0311634 | val_loss: 0.0311638 | Time: 10928.6 ms [2022-04-07 18:48:24 main:574] : INFO : Epoch 1947 | loss: 0.0311637 | val_loss: 0.0311608 | Time: 20580.2 ms [2022-04-07 18:48:35 main:574] : INFO : Epoch 1948 | loss: 0.0311627 | val_loss: 0.0311615 | Time: 11248.9 ms [2022-04-07 18:48:47 main:574] : INFO : Epoch 1949 | loss: 0.0311628 | val_loss: 0.0311653 | Time: 11181.8 ms [2022-04-07 18:48:58 main:574] : INFO : Epoch 1950 | loss: 0.0311632 | val_loss: 0.0311611 | Time: 11101.3 ms [2022-04-07 18:49:09 main:574] : INFO : Epoch 1951 | loss: 0.0311616 | val_loss: 0.0311613 | Time: 11110.4 ms [2022-04-07 18:49:20 main:574] : INFO : Epoch 1952 | loss: 0.031161 | val_loss: 0.0311611 | Time: 11038.5 ms [2022-04-07 18:49:31 main:574] : INFO : Epoch 1953 | loss: 0.0311624 | val_loss: 0.0311603 | Time: 11044 ms [2022-04-07 18:49:42 main:574] : INFO : Epoch 1954 | loss: 0.0311609 | val_loss: 0.0311597 | Time: 11022.8 ms [2022-04-07 18:49:53 main:574] : INFO : Epoch 1955 | loss: 0.0311635 | val_loss: 0.0311603 | Time: 11062 ms [2022-04-07 18:50:04 main:574] : INFO : Epoch 1956 | loss: 0.0311601 | val_loss: 0.0311598 | Time: 11009.9 ms [2022-04-07 18:50:16 main:574] : INFO : Epoch 1957 | loss: 0.0311598 | val_loss: 0.0311612 | Time: 11218.7 ms [2022-04-07 18:50:27 main:574] : INFO : Epoch 1958 | loss: 0.0311601 | val_loss: 0.0311612 | Time: 11076.4 ms [2022-04-07 18:50:38 main:574] : INFO : Epoch 1959 | loss: 0.0311596 | val_loss: 0.0311607 | Time: 11059.8 ms [2022-04-07 18:50:49 main:574] : INFO : Epoch 1960 | loss: 0.0311596 | val_loss: 0.0311616 | Time: 11019.5 ms [2022-04-07 18:51:00 main:574] : INFO : Epoch 1961 | loss: 0.0311597 | val_loss: 0.0311602 | Time: 11127.4 ms [2022-04-07 18:51:21 main:574] : INFO : Epoch 1962 | loss: 0.0311631 | val_loss: 0.0311651 | Time: 20739.9 ms [2022-04-07 18:51:32 main:574] : INFO : Epoch 1963 | loss: 0.0311593 | val_loss: 0.0311602 | Time: 11058.4 ms [2022-04-07 18:51:43 main:574] : INFO : Epoch 1964 | loss: 0.0311586 | val_loss: 0.0311605 | Time: 11057 ms [2022-04-07 18:51:54 main:574] : INFO : Epoch 1965 | loss: 0.0311586 | val_loss: 0.0311595 | Time: 11063.5 ms [2022-04-07 18:52:05 main:574] : INFO : Epoch 1966 | loss: 0.0311587 | val_loss: 0.0311608 | Time: 11157 ms [2022-04-07 18:52:17 main:574] : INFO : Epoch 1967 | loss: 0.031161 | val_loss: 0.0311608 | Time: 11254.9 ms [2022-04-07 18:52:28 main:574] : INFO : Epoch 1968 | loss: 0.0311609 | val_loss: 0.0311621 | Time: 10996.9 ms [2022-04-07 18:52:39 main:574] : INFO : Epoch 1969 | loss: 0.0311596 | val_loss: 0.0311593 | Time: 10936.1 ms [2022-04-07 18:52:50 main:574] : INFO : Epoch 1970 | loss: 0.0311594 | val_loss: 0.0311596 | Time: 10943.3 ms [2022-04-07 18:53:01 main:574] : INFO : Epoch 1971 | loss: 0.0311583 | val_loss: 0.0311594 | Time: 10940.7 ms [2022-04-07 18:53:12 main:574] : INFO : Epoch 1972 | loss: 0.0311592 | val_loss: 0.0311636 | Time: 10940.1 ms [2022-04-07 18:53:23 main:574] : INFO : Epoch 1973 | loss: 0.0311602 | val_loss: 0.0311593 | Time: 11098.5 ms [2022-04-07 18:53:34 main:574] : INFO : Epoch 1974 | loss: 0.0311595 | val_loss: 0.0311587 | Time: 11332.4 ms [2022-04-07 18:53:45 main:574] : INFO : Epoch 1975 | loss: 0.0311582 | val_loss: 0.0311617 | Time: 11097 ms [2022-04-07 18:53:56 main:574] : INFO : Epoch 1976 | loss: 0.0311595 | val_loss: 0.031159 | Time: 11294.7 ms [2022-04-07 18:54:08 main:574] : INFO : Epoch 1977 | loss: 0.0311583 | val_loss: 0.0311599 | Time: 11107.6 ms [2022-04-07 18:54:19 main:574] : INFO : Epoch 1978 | loss: 0.0311584 | val_loss: 0.0311593 | Time: 11046.7 ms [2022-04-07 18:54:30 main:574] : INFO : Epoch 1979 | loss: 0.031158 | val_loss: 0.0311582 | Time: 11058.6 ms [2022-04-07 18:54:41 main:574] : INFO : Epoch 1980 | loss: 0.0311582 | val_loss: 0.031159 | Time: 11042.6 ms [2022-04-07 18:54:52 main:574] : INFO : Epoch 1981 | loss: 0.0311579 | val_loss: 0.0311583 | Time: 11082.7 ms [2022-04-07 18:55:03 main:574] : INFO : Epoch 1982 | loss: 0.031158 | val_loss: 0.0311615 | Time: 11071.7 ms [2022-04-07 18:55:14 main:574] : INFO : Epoch 1983 | loss: 0.0311593 | val_loss: 0.0311588 | Time: 11026.1 ms [2022-04-07 18:55:25 main:574] : INFO : Epoch 1984 | loss: 0.0311584 | val_loss: 0.031159 | Time: 11046.1 ms [2022-04-07 18:55:37 main:574] : INFO : Epoch 1985 | loss: 0.0311577 | val_loss: 0.0311582 | Time: 11262.3 ms [2022-04-07 18:55:48 main:574] : INFO : Epoch 1986 | loss: 0.0311588 | val_loss: 0.0311602 | Time: 11050.6 ms [2022-04-07 18:55:59 main:574] : INFO : Epoch 1987 | loss: 0.0311615 | val_loss: 0.0311616 | Time: 11011.7 ms [2022-04-07 18:56:10 main:574] : INFO : Epoch 1988 | loss: 0.0311613 | val_loss: 0.0311607 | Time: 11100.9 ms [2022-04-07 18:56:21 main:574] : INFO : Epoch 1989 | loss: 0.0311586 | val_loss: 0.0311575 | Time: 11033.2 ms [2022-04-07 18:56:32 main:574] : INFO : Epoch 1990 | loss: 0.0311576 | val_loss: 0.0311622 | Time: 11026.7 ms [2022-04-07 18:56:43 main:574] : INFO : Epoch 1991 | loss: 0.031157 | val_loss: 0.0311589 | Time: 11108.3 ms [2022-04-07 18:56:54 main:574] : INFO : Epoch 1992 | loss: 0.0311574 | val_loss: 0.0311577 | Time: 10998.1 ms [2022-04-07 18:57:05 main:574] : INFO : Epoch 1993 | loss: 0.0311594 | val_loss: 0.0311576 | Time: 11096.6 ms [2022-04-07 18:57:16 main:574] : INFO : Epoch 1994 | loss: 0.0311575 | val_loss: 0.0311575 | Time: 11127.3 ms [2022-04-07 18:57:27 main:574] : INFO : Epoch 1995 | loss: 0.0311568 | val_loss: 0.0311588 | Time: 10949.7 ms [2022-04-07 18:57:38 main:574] : INFO : Epoch 1996 | loss: 0.0311565 | val_loss: 0.0311574 | Time: 10983.4 ms [2022-04-07 18:57:49 main:574] : INFO : Epoch 1997 | loss: 0.0311561 | val_loss: 0.0311568 | Time: 10949.2 ms [2022-04-07 18:58:01 main:574] : INFO : Epoch 1998 | loss: 0.0311556 | val_loss: 0.0311567 | Time: 11109.2 ms [2022-04-07 18:58:12 main:574] : INFO : Epoch 1999 | loss: 0.0311558 | val_loss: 0.0311602 | Time: 11034.3 ms [2022-04-07 18:58:23 main:574] : INFO : Epoch 2000 | loss: 0.0311574 | val_loss: 0.0311578 | Time: 11004.8 ms [2022-04-07 18:58:34 main:574] : INFO : Epoch 2001 | loss: 0.0311559 | val_loss: 0.031157 | Time: 11107.3 ms [2022-04-07 18:58:45 main:574] : INFO : Epoch 2002 | loss: 0.0311549 | val_loss: 0.0311567 | Time: 11056.8 ms [2022-04-07 18:58:56 main:574] : INFO : Epoch 2003 | loss: 0.0311553 | val_loss: 0.0311587 | Time: 11147.9 ms [2022-04-07 18:59:07 main:574] : INFO : Epoch 2004 | loss: 0.031155 | val_loss: 0.0311569 | Time: 11152.8 ms [2022-04-07 18:59:18 main:574] : INFO : Epoch 2005 | loss: 0.0311556 | val_loss: 0.0311563 | Time: 11115.5 ms [2022-04-07 18:59:30 main:574] : INFO : Epoch 2006 | loss: 0.0311574 | val_loss: 0.0311584 | Time: 11047.2 ms [2022-04-07 18:59:41 main:574] : INFO : Epoch 2007 | loss: 0.0311569 | val_loss: 0.031157 | Time: 11061 ms [2022-04-07 18:59:52 main:574] : INFO : Epoch 2008 | loss: 0.0311566 | val_loss: 0.0311568 | Time: 11036.2 ms [2022-04-07 19:00:03 main:574] : INFO : Epoch 2009 | loss: 0.031157 | val_loss: 0.0311567 | Time: 11052.9 ms [2022-04-07 19:00:14 main:574] : INFO : Epoch 2010 | loss: 0.0311566 | val_loss: 0.0311581 | Time: 11085.8 ms [2022-04-07 19:00:25 main:574] : INFO : Epoch 2011 | loss: 0.0311576 | val_loss: 0.0311593 | Time: 11098 ms [2022-04-07 19:00:36 main:574] : INFO : Epoch 2012 | loss: 0.0311586 | val_loss: 0.0311615 | Time: 11220 ms [2022-04-07 19:00:48 main:574] : INFO : Epoch 2013 | loss: 0.0311576 | val_loss: 0.0311618 | Time: 11095.4 ms [2022-04-07 19:00:59 main:574] : INFO : Epoch 2014 | loss: 0.0311582 | val_loss: 0.0311588 | Time: 11066.3 ms [2022-04-07 19:01:10 main:574] : INFO : Epoch 2015 | loss: 0.0311566 | val_loss: 0.0311572 | Time: 11013.3 ms [2022-04-07 19:01:21 main:574] : INFO : Epoch 2016 | loss: 0.0311562 | val_loss: 0.0311563 | Time: 11039.2 ms [2022-04-07 19:01:32 main:574] : INFO : Epoch 2017 | loss: 0.031157 | val_loss: 0.0311567 | Time: 11042.5 ms [2022-04-07 19:01:43 main:574] : INFO : Epoch 2018 | loss: 0.031157 | val_loss: 0.0311609 | Time: 11024.4 ms [2022-04-07 19:01:54 main:574] : INFO : Epoch 2019 | loss: 0.0311575 | val_loss: 0.0311568 | Time: 10939.5 ms [2022-04-07 19:02:05 main:574] : INFO : Epoch 2020 | loss: 0.031161 | val_loss: 0.0311588 | Time: 10916 ms [2022-04-07 19:02:16 main:574] : INFO : Epoch 2021 | loss: 0.0311629 | val_loss: 0.0311584 | Time: 10921.7 ms [2022-04-07 19:02:27 main:574] : INFO : Epoch 2022 | loss: 0.0311592 | val_loss: 0.0311586 | Time: 11095.7 ms [2022-04-07 19:02:38 main:574] : INFO : Epoch 2023 | loss: 0.0311576 | val_loss: 0.0311568 | Time: 10954.5 ms [2022-04-07 19:02:49 main:574] : INFO : Epoch 2024 | loss: 0.0311577 | val_loss: 0.0311569 | Time: 11017.2 ms [2022-04-07 19:03:00 main:574] : INFO : Epoch 2025 | loss: 0.0311566 | val_loss: 0.0311571 | Time: 11050.4 ms [2022-04-07 19:03:21 main:574] : INFO : Epoch 2026 | loss: 0.0311568 | val_loss: 0.0311608 | Time: 20730 ms [2022-04-07 19:03:32 main:574] : INFO : Epoch 2027 | loss: 0.03116 | val_loss: 0.031158 | Time: 11080.6 ms [2022-04-07 19:03:43 main:574] : INFO : Epoch 2028 | loss: 0.0311568 | val_loss: 0.0311573 | Time: 11064.7 ms [2022-04-07 19:03:54 main:574] : INFO : Epoch 2029 | loss: 0.0311551 | val_loss: 0.0311577 | Time: 11059 ms [2022-04-07 19:04:06 main:574] : INFO : Epoch 2030 | loss: 0.0311555 | val_loss: 0.0311583 | Time: 11093.2 ms [2022-04-07 19:04:17 main:574] : INFO : Epoch 2031 | loss: 0.0311561 | val_loss: 0.0311596 | Time: 11223.2 ms [2022-04-07 19:04:28 main:574] : INFO : Epoch 2032 | loss: 0.0311564 | val_loss: 0.0311574 | Time: 10992.4 ms [2022-04-07 19:04:39 main:574] : INFO : Epoch 2033 | loss: 0.0311572 | val_loss: 0.0311575 | Time: 11016.6 ms [2022-04-07 19:04:50 main:574] : INFO : Epoch 2034 | loss: 0.0311558 | val_loss: 0.0311567 | Time: 11046 ms [2022-04-07 19:05:01 main:574] : INFO : Epoch 2035 | loss: 0.0311556 | val_loss: 0.0311561 | Time: 11099.2 ms [2022-04-07 19:05:12 main:574] : INFO : Epoch 2036 | loss: 0.0311552 | val_loss: 0.0311588 | Time: 11070.9 ms [2022-04-07 19:05:23 main:574] : INFO : Epoch 2037 | loss: 0.0311551 | val_loss: 0.0311554 | Time: 11015.8 ms [2022-04-07 19:05:34 main:574] : INFO : Epoch 2038 | loss: 0.0311539 | val_loss: 0.031158 | Time: 11080.6 ms [2022-04-07 19:05:45 main:574] : INFO : Epoch 2039 | loss: 0.0311549 | val_loss: 0.0311556 | Time: 11105.3 ms [2022-04-07 19:05:57 main:574] : INFO : Epoch 2040 | loss: 0.0311536 | val_loss: 0.0311552 | Time: 11180.7 ms [2022-04-07 19:06:08 main:574] : INFO : Epoch 2041 | loss: 0.0311549 | val_loss: 0.0311555 | Time: 11150.9 ms [2022-04-07 19:06:19 main:574] : INFO : Epoch 2042 | loss: 0.0311547 | val_loss: 0.0311568 | Time: 11074.3 ms [2022-04-07 19:06:30 main:574] : INFO : Epoch 2043 | loss: 0.031156 | val_loss: 0.0311563 | Time: 11002.6 ms [2022-04-07 19:06:41 main:574] : INFO : Epoch 2044 | loss: 0.031154 | val_loss: 0.0311559 | Time: 10977.2 ms [2022-04-07 19:06:52 main:574] : INFO : Epoch 2045 | loss: 0.0311545 | val_loss: 0.0311573 | Time: 10937.7 ms [2022-04-07 19:07:03 main:574] : INFO : Epoch 2046 | loss: 0.031154 | val_loss: 0.0311551 | Time: 10949.1 ms [2022-04-07 19:07:24 main:574] : INFO : Epoch 2047 | loss: 0.031155 | val_loss: 0.0311548 | Time: 20886.3 ms [2022-04-07 19:07:35 main:574] : INFO : Epoch 2048 | loss: 0.0311542 | val_loss: 0.0311547 | Time: 10942.9 ms [2022-04-07 19:07:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311547 [2022-04-07 19:07:35 main:603] : INFO : Saving end state to config to file [2022-04-07 19:07:35 main:608] : INFO : Success, exiting.. 19:07:35 (16660): called boinc_finish(0) </stderr_txt> ]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)