Task 11647597
| Name | ParityModified-1639950030-17743-3-0_1 |
| Workunit | 8420135 |
| Created | 17 Feb 2022, 1:25:38 UTC |
| Sent | 17 Feb 2022, 2:53:30 UTC |
| Report deadline | 25 Feb 2022, 2:53:30 UTC |
| Received | 25 Feb 2022, 13:45:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6020 |
| Run time | 6 hours 23 min 9 sec |
| CPU time | 5 hours 53 min 43 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 1,880.96 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 2022-02-23 18:47:13 main:574] : INFO : Epoch 1568 | loss: 0.0311448 | val_loss: 0.031165 | Time: 7513.05 ms [2022-02-23 18:47:21 main:574] : INFO : Epoch 1569 | loss: 0.0311455 | val_loss: 0.0311638 | Time: 7596.04 ms [2022-02-23 18:47:28 main:574] : INFO : Epoch 1570 | loss: 0.03115 | val_loss: 0.0311681 | Time: 7809.35 ms [2022-02-23 18:47:36 main:574] : INFO : Epoch 1571 | loss: 0.0311493 | val_loss: 0.0311682 | Time: 7779.58 ms [2022-02-23 18:47:44 main:574] : INFO : Epoch 1572 | loss: 0.0311509 | val_loss: 0.031166 | Time: 8026.34 ms [2022-02-23 18:47:52 main:574] : INFO : Epoch 1573 | loss: 0.0311469 | val_loss: 0.0311673 | Time: 8019.66 ms [2022-02-23 18:48:00 main:574] : INFO : Epoch 1574 | loss: 0.0311477 | val_loss: 0.0311627 | Time: 7516.73 ms [2022-02-23 18:48:08 main:574] : INFO : Epoch 1575 | loss: 0.0311475 | val_loss: 0.0311617 | Time: 7800.34 ms [2022-02-23 18:48:15 main:574] : INFO : Epoch 1576 | loss: 0.0311462 | val_loss: 0.0311623 | Time: 7566.68 ms [2022-02-23 18:48:23 main:574] : INFO : Epoch 1577 | loss: 0.0311457 | val_loss: 0.0311614 | Time: 7684.11 ms [2022-02-23 18:48:30 main:574] : INFO : Epoch 1578 | loss: 0.0311461 | val_loss: 0.0311594 | Time: 7519.98 ms [2022-02-23 18:48:38 main:574] : INFO : Epoch 1579 | loss: 0.0311465 | val_loss: 0.031163 | Time: 7464.13 ms [2022-02-23 18:48:45 main:574] : INFO : Epoch 1580 | loss: 0.0311455 | val_loss: 0.0311645 | Time: 7319.54 ms [2022-02-23 18:48:53 main:574] : INFO : Epoch 1581 | loss: 0.0311453 | val_loss: 0.0311619 | Time: 7597.29 ms [2022-02-23 18:49:01 main:574] : INFO : Epoch 1582 | loss: 0.0311446 | val_loss: 0.0311641 | Time: 7820.85 ms [2022-02-23 18:49:09 main:574] : INFO : Epoch 1583 | loss: 0.0311447 | val_loss: 0.0311661 | Time: 7947.32 ms [2022-02-23 18:49:17 main:574] : INFO : Epoch 1584 | loss: 0.0311466 | val_loss: 0.0311661 | Time: 7935.25 ms [2022-02-23 18:49:24 main:574] : INFO : Epoch 1585 | loss: 0.0311491 | val_loss: 0.0311707 | Time: 7544.5 ms [2022-02-23 18:49:32 main:574] : INFO : Epoch 1586 | loss: 0.0311505 | val_loss: 0.0311655 | Time: 7573.93 ms [2022-02-23 18:49:39 main:574] : INFO : Epoch 1587 | loss: 0.0311498 | val_loss: 0.031163 | Time: 7531.63 ms [2022-02-23 18:49:47 main:574] : INFO : Epoch 1588 | loss: 0.0311462 | val_loss: 0.031165 | Time: 7699.78 ms [2022-02-23 18:49:55 main:574] : INFO : Epoch 1589 | loss: 0.031145 | val_loss: 0.0311632 | Time: 7923.4 ms [2022-02-23 18:50:03 main:574] : INFO : Epoch 1590 | loss: 0.0311436 | val_loss: 0.0311667 | Time: 7674.72 ms [2022-02-23 18:50:10 main:574] : INFO : Epoch 1591 | loss: 0.0311432 | val_loss: 0.0311607 | Time: 7435.04 ms [2022-02-23 18:50:18 main:574] : INFO : Epoch 1592 | loss: 0.0311423 | val_loss: 0.0311683 | Time: 7629.49 ms [2022-02-23 18:50:25 main:574] : INFO : Epoch 1593 | loss: 0.0311429 | val_loss: 0.0311679 | Time: 7623.56 ms [2022-02-23 18:50:33 main:574] : INFO : Epoch 1594 | loss: 0.0311429 | val_loss: 0.0311631 | Time: 7926.42 ms [2022-02-23 18:50:41 main:574] : INFO : Epoch 1595 | loss: 0.0311426 | val_loss: 0.0311631 | Time: 7530.25 ms [2022-02-23 18:50:48 main:574] : INFO : Epoch 1596 | loss: 0.0311421 | val_loss: 0.0311711 | Time: 7599.98 ms [2022-02-23 18:50:56 main:574] : INFO : Epoch 1597 | loss: 0.0311437 | val_loss: 0.0311624 | Time: 7750.59 ms [2022-02-23 18:51:04 main:574] : INFO : Epoch 1598 | loss: 0.0311429 | val_loss: 0.0311667 | Time: 7744.4 ms [2022-02-23 18:51:12 main:574] : INFO : Epoch 1599 | loss: 0.0311417 | val_loss: 0.0311651 | Time: 7649.33 ms [2022-02-23 18:51:20 main:574] : INFO : Epoch 1600 | loss: 0.0311411 | val_loss: 0.0311661 | Time: 7909.71 ms [2022-02-23 18:51:27 main:574] : INFO : Epoch 1601 | loss: 0.0311416 | val_loss: 0.0311634 | Time: 7655.54 ms [2022-02-23 18:51:35 main:574] : INFO : Epoch 1602 | loss: 0.0311425 | val_loss: 0.0311628 | Time: 7297.94 ms [2022-02-23 18:51:42 main:574] : INFO : Epoch 1603 | loss: 0.0311428 | val_loss: 0.0311666 | Time: 7911.09 ms [2022-02-23 18:51:50 main:574] : INFO : Epoch 1604 | loss: 0.0311443 | val_loss: 0.0311656 | Time: 7619.18 ms [2022-02-23 18:51:58 main:574] : INFO : Epoch 1605 | loss: 0.0311441 | val_loss: 0.031165 | Time: 7487.19 ms [2022-02-23 18:52:05 main:574] : INFO : Epoch 1606 | loss: 0.0311576 | val_loss: 0.0311681 | Time: 7786.8 ms [2022-02-23 18:52:13 main:574] : INFO : Epoch 1607 | loss: 0.0311511 | val_loss: 0.0311658 | Time: 7443.45 ms [2022-02-23 18:52:20 main:574] : INFO : Epoch 1608 | loss: 0.0311485 | val_loss: 0.0311664 | Time: 7651.56 ms [2022-02-23 18:52:28 main:574] : INFO : Epoch 1609 | loss: 0.0311472 | val_loss: 0.0311657 | Time: 7801.9 ms [2022-02-23 18:52:36 main:574] : INFO : Epoch 1610 | loss: 0.0311464 | val_loss: 0.0311663 | Time: 7831.26 ms [2022-02-23 18:52:44 main:574] : INFO : Epoch 1611 | loss: 0.0311463 | val_loss: 0.0311637 | Time: 7805.66 ms [2022-02-23 18:52:52 main:574] : INFO : Epoch 1612 | loss: 0.031147 | val_loss: 0.0311671 | Time: 7841.8 ms [2022-02-23 18:53:00 main:574] : INFO : Epoch 1613 | loss: 0.0311462 | val_loss: 0.0311636 | Time: 7689.14 ms [2022-02-23 18:53:07 main:574] : INFO : Epoch 1614 | loss: 0.0311438 | val_loss: 0.0311658 | Time: 7636.96 ms [2022-02-23 18:53:15 main:574] : INFO : Epoch 1615 | loss: 0.0311438 | val_loss: 0.0311639 | Time: 7766.91 ms [2022-02-23 18:53:23 main:574] : INFO : Epoch 1616 | loss: 0.0311419 | val_loss: 0.0311659 | Time: 7705.77 ms [2022-02-23 18:53:31 main:574] : INFO : Epoch 1617 | loss: 0.0311426 | val_loss: 0.0311656 | Time: 7942.69 ms [2022-02-23 18:53:38 main:574] : INFO : Epoch 1618 | loss: 0.0311486 | val_loss: 0.0311686 | Time: 7671.71 ms [2022-02-23 18:53:46 main:574] : INFO : Epoch 1619 | loss: 0.0311466 | val_loss: 0.0311711 | Time: 7487.42 ms [2022-02-23 18:53:53 main:574] : INFO : Epoch 1620 | loss: 0.0311453 | val_loss: 0.0311637 | Time: 7382.11 ms [2022-02-23 18:54:01 main:574] : INFO : Epoch 1621 | loss: 0.0311422 | val_loss: 0.0311672 | Time: 7762.31 ms [2022-02-23 18:54:09 main:574] : INFO : Epoch 1622 | loss: 0.0311427 | val_loss: 0.0311658 | Time: 7784.5 ms [2022-02-23 18:54:16 main:574] : INFO : Epoch 1623 | loss: 0.0311421 | val_loss: 0.0311655 | Time: 7531.99 ms [2022-02-23 18:54:24 main:574] : INFO : Epoch 1624 | loss: 0.031143 | val_loss: 0.0311681 | Time: 7561.73 ms [2022-02-23 18:54:32 main:574] : INFO : Epoch 1625 | loss: 0.0311414 | val_loss: 0.0311691 | Time: 7803.7 ms [2022-02-23 18:54:40 main:574] : INFO : Epoch 1626 | loss: 0.0311436 | val_loss: 0.0311639 | Time: 7998.15 ms [2022-02-23 18:54:48 main:574] : INFO : Epoch 1627 | loss: 0.0311425 | val_loss: 0.0311654 | Time: 8001.05 ms [2022-02-23 18:54:55 main:574] : INFO : Epoch 1628 | loss: 0.0311423 | val_loss: 0.0311612 | Time: 7299.7 ms [2022-02-23 18:55:02 main:574] : INFO : Epoch 1629 | loss: 0.0311429 | val_loss: 0.0311632 | Time: 7239.72 ms [2022-02-23 18:55:11 main:574] : INFO : Epoch 1630 | loss: 0.0311441 | val_loss: 0.0311672 | Time: 8206.85 ms [2022-02-23 18:55:18 main:574] : INFO : Epoch 1631 | loss: 0.0311437 | val_loss: 0.0311664 | Time: 7746.67 ms [2022-02-23 18:55:26 main:574] : INFO : Epoch 1632 | loss: 0.0311452 | val_loss: 0.031166 | Time: 7707.34 ms [2022-02-23 18:55:34 main:574] : INFO : Epoch 1633 | loss: 0.0311441 | val_loss: 0.0311624 | Time: 7791.01 ms [2022-02-23 18:55:42 main:574] : INFO : Epoch 1634 | loss: 0.0311438 | val_loss: 0.0311638 | Time: 7752.55 ms [2022-02-23 18:55:49 main:574] : INFO : Epoch 1635 | loss: 0.0311422 | val_loss: 0.0311672 | Time: 7751.42 ms [2022-02-23 18:55:57 main:574] : INFO : Epoch 1636 | loss: 0.031145 | val_loss: 0.0311712 | Time: 8005.08 ms [2022-02-23 18:56:05 main:574] : INFO : Epoch 1637 | loss: 0.0311434 | val_loss: 0.0311656 | Time: 7478.19 ms [2022-02-23 18:56:12 main:574] : INFO : Epoch 1638 | loss: 0.0311429 | val_loss: 0.0311682 | Time: 7476.71 ms [2022-02-23 18:56:20 main:574] : INFO : Epoch 1639 | loss: 0.0311442 | val_loss: 0.0311662 | Time: 7746.08 ms [2022-02-23 18:56:28 main:574] : INFO : Epoch 1640 | loss: 0.0311439 | val_loss: 0.0311686 | Time: 7979.25 ms [2022-02-23 18:56:36 main:574] : INFO : Epoch 1641 | loss: 0.0311446 | val_loss: 0.0311748 | Time: 8011.5 ms [2022-02-23 18:56:44 main:574] : INFO : Epoch 1642 | loss: 0.0311634 | val_loss: 0.0311744 | Time: 7758.57 ms [2022-02-23 18:56:52 main:574] : INFO : Epoch 1643 | loss: 0.0311666 | val_loss: 0.0311726 | Time: 7569.33 ms [2022-02-23 18:56:59 main:574] : INFO : Epoch 1644 | loss: 0.0311604 | val_loss: 0.0311689 | Time: 7571.53 ms [2022-02-23 18:57:07 main:574] : INFO : Epoch 1645 | loss: 0.0311605 | val_loss: 0.0311655 | Time: 7722.11 ms [2022-02-23 18:57:15 main:574] : INFO : Epoch 1646 | loss: 0.0311555 | val_loss: 0.0311663 | Time: 8027.79 ms [2022-02-23 18:57:33 main:574] : INFO : Epoch 1647 | loss: 0.0311556 | val_loss: 0.031171 | Time: 17600.9 ms [2022-02-23 18:57:39 main:574] : INFO : Epoch 1648 | loss: 0.0311536 | val_loss: 0.0311645 | Time: 6606.44 ms [2022-02-23 18:57:46 main:574] : INFO : Epoch 1649 | loss: 0.0311533 | val_loss: 0.031166 | Time: 7102.39 ms [2022-02-23 18:57:53 main:574] : INFO : Epoch 1650 | loss: 0.0311515 | val_loss: 0.0311619 | Time: 6643.43 ms [2022-02-23 18:58:00 main:574] : INFO : Epoch 1651 | loss: 0.0311533 | val_loss: 0.0311687 | Time: 6940.61 ms [2022-02-23 18:58:07 main:574] : INFO : Epoch 1652 | loss: 0.0311508 | val_loss: 0.0311629 | Time: 6953.83 ms [2022-02-23 18:58:14 main:574] : INFO : Epoch 1653 | loss: 0.0311495 | val_loss: 0.0311652 | Time: 7151.17 ms [2022-02-23 18:58:21 main:574] : INFO : Epoch 1654 | loss: 0.0311488 | val_loss: 0.0311636 | Time: 7356.71 ms [2022-02-23 18:58:29 main:574] : INFO : Epoch 1655 | loss: 0.031149 | val_loss: 0.0311644 | Time: 7635.07 ms [2022-02-23 18:58:36 main:574] : INFO : Epoch 1656 | loss: 0.0311508 | val_loss: 0.0311614 | Time: 7309.97 ms [2022-02-23 18:58:44 main:574] : INFO : Epoch 1657 | loss: 0.0311471 | val_loss: 0.0311623 | Time: 7248.8 ms [2022-02-23 18:58:52 main:574] : INFO : Epoch 1658 | loss: 0.0311486 | val_loss: 0.0311628 | Time: 8064.39 ms [2022-02-23 18:59:00 main:574] : INFO : Epoch 1659 | loss: 0.031148 | val_loss: 0.0311687 | Time: 7897.64 ms [2022-02-23 18:59:07 main:574] : INFO : Epoch 1660 | loss: 0.0311509 | val_loss: 0.0311642 | Time: 7629.23 ms [2022-02-23 18:59:15 main:574] : INFO : Epoch 1661 | loss: 0.031147 | val_loss: 0.0311636 | Time: 7724.32 ms [2022-02-23 18:59:22 main:574] : INFO : Epoch 1662 | loss: 0.0311473 | val_loss: 0.0311623 | Time: 7401.54 ms [2022-02-23 18:59:30 main:574] : INFO : Epoch 1663 | loss: 0.0311471 | val_loss: 0.031165 | Time: 7546.43 ms [2022-02-23 18:59:38 main:574] : INFO : Epoch 1664 | loss: 0.031146 | val_loss: 0.0311658 | Time: 7857.64 ms [2022-02-23 18:59:45 main:574] : INFO : Epoch 1665 | loss: 0.0311465 | val_loss: 0.0311673 | Time: 7413.02 ms [2022-02-23 18:59:53 main:574] : INFO : Epoch 1666 | loss: 0.0311469 | val_loss: 0.0311713 | Time: 8065.75 ms [2022-02-23 19:00:02 main:574] : INFO : Epoch 1667 | loss: 0.0311468 | val_loss: 0.0311642 | Time: 8154.26 ms [2022-02-23 19:00:09 main:574] : INFO : Epoch 1668 | loss: 0.0311437 | val_loss: 0.031162 | Time: 7913.28 ms [2022-02-23 19:00:17 main:574] : INFO : Epoch 1669 | loss: 0.0311437 | val_loss: 0.0311669 | Time: 7357.05 ms [2022-02-23 19:00:24 main:574] : INFO : Epoch 1670 | loss: 0.0311439 | val_loss: 0.0311645 | Time: 7597.76 ms [2022-02-23 19:00:32 main:574] : INFO : Epoch 1671 | loss: 0.0311422 | val_loss: 0.0311626 | Time: 7704.83 ms [2022-02-23 19:00:40 main:574] : INFO : Epoch 1672 | loss: 0.0311439 | val_loss: 0.0311625 | Time: 7711.99 ms [2022-02-23 19:00:48 main:574] : INFO : Epoch 1673 | loss: 0.0311456 | val_loss: 0.0311679 | Time: 8029.61 ms [2022-02-23 19:00:56 main:574] : INFO : Epoch 1674 | loss: 0.0311485 | val_loss: 0.031165 | Time: 7670.32 ms [2022-02-23 19:01:03 main:574] : INFO : Epoch 1675 | loss: 0.0311468 | val_loss: 0.0311664 | Time: 7742.76 ms [2022-02-23 19:01:11 main:574] : INFO : Epoch 1676 | loss: 0.0311456 | val_loss: 0.0311678 | Time: 7643.36 ms [2022-02-23 19:01:19 main:574] : INFO : Epoch 1677 | loss: 0.031145 | val_loss: 0.0311654 | Time: 7949.85 ms [2022-02-23 19:01:27 main:574] : INFO : Epoch 1678 | loss: 0.0311466 | val_loss: 0.0311671 | Time: 7678.86 ms [2022-02-23 19:01:34 main:574] : INFO : Epoch 1679 | loss: 0.0311479 | val_loss: 0.0311695 | Time: 7532.86 ms [2022-02-23 19:01:42 main:574] : INFO : Epoch 1680 | loss: 0.0311471 | val_loss: 0.031166 | Time: 7429.64 ms [2022-02-23 19:01:50 main:574] : INFO : Epoch 1681 | loss: 0.0311465 | val_loss: 0.0311616 | Time: 7826.11 ms [2022-02-23 19:01:57 main:574] : INFO : Epoch 1682 | loss: 0.031145 | val_loss: 0.0311629 | Time: 7686.11 ms [2022-02-23 19:02:05 main:574] : INFO : Epoch 1683 | loss: 0.0311457 | val_loss: 0.0311628 | Time: 7793.73 ms [2022-02-23 19:02:12 main:574] : INFO : Epoch 1684 | loss: 0.0311465 | val_loss: 0.0311646 | Time: 7221.75 ms [2022-02-23 19:02:20 main:574] : INFO : Epoch 1685 | loss: 0.0311518 | val_loss: 0.0311766 | Time: 7758.92 ms [2022-02-23 19:02:27 main:574] : INFO : Epoch 1686 | loss: 0.0316605 | val_loss: 0.0340391 | Time: 7114.03 ms [2022-02-23 19:02:35 main:574] : INFO : Epoch 1687 | loss: 0.0320433 | val_loss: 0.0316548 | Time: 7826.73 ms [2022-02-23 19:02:43 main:574] : INFO : Epoch 1688 | loss: 0.03147 | val_loss: 0.0312752 | Time: 7556.81 ms [2022-02-23 19:02:50 main:574] : INFO : Epoch 1689 | loss: 0.0312051 | val_loss: 0.0311747 | Time: 7546.43 ms [2022-02-23 19:02:58 main:574] : INFO : Epoch 1690 | loss: 0.0311597 | val_loss: 0.0311665 | Time: 7986.39 ms [2022-02-23 19:03:06 main:574] : INFO : Epoch 1691 | loss: 0.0311498 | val_loss: 0.0311657 | Time: 8139.52 ms [2022-02-23 19:03:14 main:574] : INFO : Epoch 1692 | loss: 0.0311478 | val_loss: 0.0311659 | Time: 7393.22 ms [2022-02-23 19:03:21 main:574] : INFO : Epoch 1693 | loss: 0.0311447 | val_loss: 0.0311654 | Time: 7588.72 ms [2022-02-23 19:03:29 main:574] : INFO : Epoch 1694 | loss: 0.0311469 | val_loss: 0.0311683 | Time: 7570.88 ms [2022-02-23 19:03:37 main:574] : INFO : Epoch 1695 | loss: 0.0311435 | val_loss: 0.0311652 | Time: 8015.53 ms [2022-02-23 19:03:45 main:574] : INFO : Epoch 1696 | loss: 0.0311432 | val_loss: 0.0311655 | Time: 8002.39 ms [2022-02-23 19:03:53 main:574] : INFO : Epoch 1697 | loss: 0.0311418 | val_loss: 0.031166 | Time: 7710.6 ms [2022-02-23 19:04:01 main:574] : INFO : Epoch 1698 | loss: 0.0311425 | val_loss: 0.0311635 | Time: 7995.77 ms [2022-02-23 19:04:08 main:574] : INFO : Epoch 1699 | loss: 0.0311427 | val_loss: 0.0311611 | Time: 7697.4 ms [2022-02-23 19:04:16 main:574] : INFO : Epoch 1700 | loss: 0.0311439 | val_loss: 0.0311674 | Time: 7352.95 ms [2022-02-23 19:04:23 main:574] : INFO : Epoch 1701 | loss: 0.0311449 | val_loss: 0.031162 | Time: 7163.57 ms [2022-02-23 19:04:30 main:574] : INFO : Epoch 1702 | loss: 0.0311433 | val_loss: 0.0311622 | Time: 6878.29 ms [2022-02-23 19:04:37 main:574] : INFO : Epoch 1703 | loss: 0.031143 | val_loss: 0.0311645 | Time: 7517.22 ms [2022-02-23 19:04:45 main:574] : INFO : Epoch 1704 | loss: 0.0311469 | val_loss: 0.0311619 | Time: 7598.41 ms [2022-02-23 19:04:53 main:574] : INFO : Epoch 1705 | loss: 0.0311488 | val_loss: 0.0311666 | Time: 7515.26 ms [2022-02-23 19:05:00 main:574] : INFO : Epoch 1706 | loss: 0.0311495 | val_loss: 0.0311649 | Time: 7816.54 ms [2022-02-23 19:05:08 main:574] : INFO : Epoch 1707 | loss: 0.0311476 | val_loss: 0.0311662 | Time: 7685.83 ms [2022-02-23 19:05:16 main:574] : INFO : Epoch 1708 | loss: 0.0311464 | val_loss: 0.0311604 | Time: 8116.42 ms [2022-02-23 19:05:24 main:574] : INFO : Epoch 1709 | loss: 0.0311465 | val_loss: 0.0311638 | Time: 7980.63 ms [2022-02-23 19:05:32 main:574] : INFO : Epoch 1710 | loss: 0.0311448 | val_loss: 0.0311667 | Time: 7742.64 ms [2022-02-23 19:05:40 main:574] : INFO : Epoch 1711 | loss: 0.0311439 | val_loss: 0.0311626 | Time: 7564.3 ms [2022-02-23 19:05:47 main:574] : INFO : Epoch 1712 | loss: 0.0311459 | val_loss: 0.0311629 | Time: 7659.34 ms [2022-02-23 19:05:55 main:574] : INFO : Epoch 1713 | loss: 0.0311453 | val_loss: 0.031165 | Time: 7539.03 ms [2022-02-23 19:06:03 main:574] : INFO : Epoch 1714 | loss: 0.0311442 | val_loss: 0.0311639 | Time: 7832.11 ms [2022-02-23 19:06:11 main:574] : INFO : Epoch 1715 | loss: 0.031144 | val_loss: 0.0311662 | Time: 8069.86 ms [2022-02-23 19:06:18 main:574] : INFO : Epoch 1716 | loss: 0.0311438 | val_loss: 0.0311684 | Time: 7671.12 ms [2022-02-23 19:06:26 main:574] : INFO : Epoch 1717 | loss: 0.0311442 | val_loss: 0.0311671 | Time: 7936.04 ms [2022-02-23 19:06:34 main:574] : INFO : Epoch 1718 | loss: 0.0311438 | val_loss: 0.0311662 | Time: 7459.25 ms [2022-02-23 19:06:41 main:574] : INFO : Epoch 1719 | loss: 0.0311443 | val_loss: 0.031166 | Time: 7605.46 ms [2022-02-23 19:06:49 main:574] : INFO : Epoch 1720 | loss: 0.0311413 | val_loss: 0.0311627 | Time: 7694.32 ms [2022-02-23 19:06:57 main:574] : INFO : Epoch 1721 | loss: 0.0311413 | val_loss: 0.0311615 | Time: 7605.98 ms [2022-02-23 19:07:05 main:574] : INFO : Epoch 1722 | loss: 0.0311442 | val_loss: 0.0311629 | Time: 7964.59 ms [2022-02-23 19:07:12 main:574] : INFO : Epoch 1723 | loss: 0.031145 | val_loss: 0.0311639 | Time: 7639.22 ms [2022-02-23 19:07:20 main:574] : INFO : Epoch 1724 | loss: 0.0311451 | val_loss: 0.0311665 | Time: 7919.19 ms [2022-02-23 19:07:28 main:574] : INFO : Epoch 1725 | loss: 0.0311449 | val_loss: 0.0311634 | Time: 7754.56 ms [2022-02-23 19:07:36 main:574] : INFO : Epoch 1726 | loss: 0.031142 | val_loss: 0.0311665 | Time: 7880.96 ms [2022-02-23 19:07:44 main:574] : INFO : Epoch 1727 | loss: 0.0311418 | val_loss: 0.0311628 | Time: 7551.01 ms [2022-02-23 19:07:51 main:574] : INFO : Epoch 1728 | loss: 0.0311404 | val_loss: 0.0311635 | Time: 7709.23 ms [2022-02-23 19:07:59 main:574] : INFO : Epoch 1729 | loss: 0.0311399 | val_loss: 0.0311612 | Time: 7762.29 ms [2022-02-23 19:08:07 main:574] : INFO : Epoch 1730 | loss: 0.0311385 | val_loss: 0.0311641 | Time: 7970.12 ms [2022-02-23 19:08:15 main:574] : INFO : Epoch 1731 | loss: 0.0311398 | val_loss: 0.0311632 | Time: 7530.92 ms [2022-02-23 19:08:23 main:574] : INFO : Epoch 1732 | loss: 0.0311383 | val_loss: 0.0311653 | Time: 7900.18 ms [2022-02-23 19:08:30 main:574] : INFO : Epoch 1733 | loss: 0.0311385 | val_loss: 0.0311674 | Time: 7585.96 ms [2022-02-23 19:08:38 main:574] : INFO : Epoch 1734 | loss: 0.0311398 | val_loss: 0.0311666 | Time: 7550.4 ms [2022-02-23 19:08:46 main:574] : INFO : Epoch 1735 | loss: 0.0311417 | val_loss: 0.0311693 | Time: 7890.62 ms [2022-02-23 19:08:54 main:574] : INFO : Epoch 1736 | loss: 0.0311424 | val_loss: 0.0311673 | Time: 7917.46 ms [2022-02-23 19:09:01 main:574] : INFO : Epoch 1737 | loss: 0.0311423 | val_loss: 0.0311633 | Time: 7905.23 ms [2022-02-23 19:09:09 main:574] : INFO : Epoch 1738 | loss: 0.0311409 | val_loss: 0.0311635 | Time: 7692.26 ms [2022-02-23 19:09:17 main:574] : INFO : Epoch 1739 | loss: 0.0311412 | val_loss: 0.0311646 | Time: 7846.06 ms [2022-02-23 19:09:25 main:574] : INFO : Epoch 1740 | loss: 0.0311433 | val_loss: 0.0311636 | Time: 7571.22 ms [2022-02-23 19:09:32 main:574] : INFO : Epoch 1741 | loss: 0.0311418 | val_loss: 0.0311651 | Time: 7569.45 ms [2022-02-23 19:09:40 main:574] : INFO : Epoch 1742 | loss: 0.0311417 | val_loss: 0.0311659 | Time: 7883.37 ms [2022-02-23 19:09:48 main:574] : INFO : Epoch 1743 | loss: 0.0311429 | val_loss: 0.0311662 | Time: 7870.6 ms [2022-02-23 19:09:56 main:574] : INFO : Epoch 1744 | loss: 0.0311439 | val_loss: 0.0311717 | Time: 7964.19 ms [2022-02-23 19:10:04 main:574] : INFO : Epoch 1745 | loss: 0.0311422 | val_loss: 0.0311734 | Time: 7676.8 ms [2022-02-23 19:10:11 main:574] : INFO : Epoch 1746 | loss: 0.0311425 | val_loss: 0.0311682 | Time: 7746.22 ms [2022-02-23 19:10:19 main:574] : INFO : Epoch 1747 | loss: 0.0311426 | val_loss: 0.0311715 | Time: 7981.4 ms [2022-02-23 19:10:27 main:574] : INFO : Epoch 1748 | loss: 0.0311493 | val_loss: 0.0311685 | Time: 7355.2 ms [2022-02-23 19:10:34 main:574] : INFO : Epoch 1749 | loss: 0.0311514 | val_loss: 0.0311667 | Time: 7663.07 ms [2022-02-23 19:10:43 main:574] : INFO : Epoch 1750 | loss: 0.0311496 | val_loss: 0.0311648 | Time: 8018.13 ms [2022-02-23 19:10:51 main:574] : INFO : Epoch 1751 | loss: 0.0311501 | val_loss: 0.0311628 | Time: 8027.41 ms [2022-02-23 19:10:59 main:574] : INFO : Epoch 1752 | loss: 0.0311487 | val_loss: 0.031164 | Time: 8057.9 ms [2022-02-23 19:11:07 main:574] : INFO : Epoch 1753 | loss: 0.0311462 | val_loss: 0.0311628 | Time: 8013.44 ms [2022-02-23 19:11:15 main:574] : INFO : Epoch 1754 | loss: 0.0311487 | val_loss: 0.0311616 | Time: 7866.59 ms [2022-02-23 19:11:22 main:574] : INFO : Epoch 1755 | loss: 0.0311472 | val_loss: 0.0311574 | Time: 7722.04 ms [2022-02-23 19:11:30 main:574] : INFO : Epoch 1756 | loss: 0.0311459 | val_loss: 0.0311587 | Time: 8005.62 ms [2022-02-23 19:11:38 main:574] : INFO : Epoch 1757 | loss: 0.0311459 | val_loss: 0.0311615 | Time: 7419.07 ms [2022-02-23 19:11:45 main:574] : INFO : Epoch 1758 | loss: 0.031147 | val_loss: 0.0311613 | Time: 7732.42 ms [2022-02-23 19:11:53 main:574] : INFO : Epoch 1759 | loss: 0.0311442 | val_loss: 0.0311616 | Time: 7955.24 ms [2022-02-23 19:12:01 main:574] : INFO : Epoch 1760 | loss: 0.0311456 | val_loss: 0.0311593 | Time: 7793.97 ms [2022-02-23 19:12:09 main:574] : INFO : Epoch 1761 | loss: 0.0311455 | val_loss: 0.0311604 | Time: 7886.51 ms [2022-02-23 19:12:17 main:574] : INFO : Epoch 1762 | loss: 0.0311438 | val_loss: 0.0311614 | Time: 7826.88 ms [2022-02-23 19:12:25 main:574] : INFO : Epoch 1763 | loss: 0.0311434 | val_loss: 0.0311623 | Time: 7715.27 ms [2022-02-23 19:12:42 main:574] : INFO : Epoch 1764 | loss: 0.0311451 | val_loss: 0.0311635 | Time: 17249.8 ms [2022-02-23 19:12:49 main:574] : INFO : Epoch 1765 | loss: 0.0311443 | val_loss: 0.0311638 | Time: 6895.97 ms [2022-02-23 19:12:56 main:574] : INFO : Epoch 1766 | loss: 0.0311471 | val_loss: 0.0311616 | Time: 6744.93 ms [2022-02-23 19:13:03 main:574] : INFO : Epoch 1767 | loss: 0.0311511 | val_loss: 0.0311606 | Time: 6848.26 ms [2022-02-23 19:13:09 main:574] : INFO : Epoch 1768 | loss: 0.0311503 | val_loss: 0.0311592 | Time: 6900.74 ms [2022-02-23 19:13:16 main:574] : INFO : Epoch 1769 | loss: 0.0311468 | val_loss: 0.0311608 | Time: 6769.21 ms [2022-02-23 19:13:24 main:574] : INFO : Epoch 1770 | loss: 0.0311476 | val_loss: 0.0311591 | Time: 7600.05 ms [2022-02-23 19:13:32 main:574] : INFO : Epoch 1771 | loss: 0.0311493 | val_loss: 0.031161 | Time: 7654.83 ms [2022-02-23 19:13:39 main:574] : INFO : Epoch 1772 | loss: 0.0311461 | val_loss: 0.0311593 | Time: 7839.44 ms [2022-02-23 19:13:47 main:574] : INFO : Epoch 1773 | loss: 0.0311478 | val_loss: 0.0311642 | Time: 7720.33 ms [2022-02-23 19:13:54 main:574] : INFO : Epoch 1774 | loss: 0.0311513 | val_loss: 0.0311673 | Time: 7351.47 ms [2022-02-23 19:14:02 main:574] : INFO : Epoch 1775 | loss: 0.0311483 | val_loss: 0.0311611 | Time: 7492.17 ms [2022-02-23 19:14:10 main:574] : INFO : Epoch 1776 | loss: 0.0311462 | val_loss: 0.0311696 | Time: 7662.17 ms [2022-02-23 19:14:17 main:574] : INFO : Epoch 1777 | loss: 0.0311534 | val_loss: 0.0311687 | Time: 7499.11 ms [2022-02-23 19:14:25 main:574] : INFO : Epoch 1778 | loss: 0.0311521 | val_loss: 0.0311662 | Time: 7414.76 ms [2022-02-23 19:14:32 main:574] : INFO : Epoch 1779 | loss: 0.0311562 | val_loss: 0.0311742 | Time: 7455.49 ms [2022-02-23 19:14:40 main:574] : INFO : Epoch 1780 | loss: 0.0311516 | val_loss: 0.0311631 | Time: 7817.49 ms [2022-02-23 19:14:48 main:574] : INFO : Epoch 1781 | loss: 0.0311484 | val_loss: 0.0311635 | Time: 8012.71 ms [2022-02-23 19:14:56 main:574] : INFO : Epoch 1782 | loss: 0.0311456 | val_loss: 0.0311622 | Time: 7806.2 ms [2022-02-23 19:15:03 main:574] : INFO : Epoch 1783 | loss: 0.0311448 | val_loss: 0.0311638 | Time: 7678.55 ms [2022-02-23 19:15:12 main:574] : INFO : Epoch 1784 | loss: 0.0311444 | val_loss: 0.0311619 | Time: 8220.38 ms [2022-02-23 19:15:19 main:574] : INFO : Epoch 1785 | loss: 0.0311426 | val_loss: 0.0311617 | Time: 7612.93 ms [2022-02-23 19:15:27 main:574] : INFO : Epoch 1786 | loss: 0.0311424 | val_loss: 0.0311596 | Time: 7419.37 ms [2022-02-23 19:15:34 main:574] : INFO : Epoch 1787 | loss: 0.0311402 | val_loss: 0.0311608 | Time: 7560.71 ms [2022-02-23 19:15:42 main:574] : INFO : Epoch 1788 | loss: 0.0311406 | val_loss: 0.0311619 | Time: 7833.26 ms [2022-02-23 19:15:50 main:574] : INFO : Epoch 1789 | loss: 0.0311416 | val_loss: 0.0311645 | Time: 7582.95 ms [2022-02-23 19:15:57 main:574] : INFO : Epoch 1790 | loss: 0.0311409 | val_loss: 0.0311636 | Time: 7529.15 ms [2022-02-23 19:16:05 main:574] : INFO : Epoch 1791 | loss: 0.03114 | val_loss: 0.0311615 | Time: 8154.85 ms [2022-02-23 19:16:13 main:574] : INFO : Epoch 1792 | loss: 0.0311413 | val_loss: 0.0311607 | Time: 7504.44 ms [2022-02-23 19:16:21 main:574] : INFO : Epoch 1793 | loss: 0.0311399 | val_loss: 0.03116 | Time: 7846.48 ms [2022-02-23 19:16:29 main:574] : INFO : Epoch 1794 | loss: 0.0311389 | val_loss: 0.0311627 | Time: 8081.38 ms [2022-02-23 19:16:37 main:574] : INFO : Epoch 1795 | loss: 0.0311389 | val_loss: 0.0311596 | Time: 7867.03 ms [2022-02-23 19:16:45 main:574] : INFO : Epoch 1796 | loss: 0.0311415 | val_loss: 0.0311636 | Time: 8054.15 ms [2022-02-23 19:16:53 main:574] : INFO : Epoch 1797 | loss: 0.0311396 | val_loss: 0.0311647 | Time: 8024.26 ms [2022-02-23 19:17:01 main:574] : INFO : Epoch 1798 | loss: 0.0311395 | val_loss: 0.0311628 | Time: 8118.85 ms [2022-02-23 19:17:09 main:574] : INFO : Epoch 1799 | loss: 0.0311393 | val_loss: 0.0311709 | Time: 7601.69 ms [2022-02-23 19:17:17 main:574] : INFO : Epoch 1800 | loss: 0.0311411 | val_loss: 0.0311657 | Time: 7863.88 ms [2022-02-23 19:17:24 main:574] : INFO : Epoch 1801 | loss: 0.0311383 | val_loss: 0.0311642 | Time: 7466.8 ms [2022-02-23 19:17:32 main:574] : INFO : Epoch 1802 | loss: 0.0311392 | val_loss: 0.0311687 | Time: 7482.22 ms [2022-02-23 19:17:40 main:574] : INFO : Epoch 1803 | loss: 0.0311408 | val_loss: 0.0311719 | Time: 8655.04 ms [2022-02-23 19:17:50 main:574] : INFO : Epoch 1804 | loss: 0.031141 | val_loss: 0.0311678 | Time: 10169.4 ms [2022-02-23 19:18:02 main:574] : INFO : Epoch 1805 | loss: 0.0311393 | val_loss: 0.0311675 | Time: 11286.6 ms [2022-02-23 19:18:17 main:574] : INFO : Epoch 1806 | loss: 0.0311395 | val_loss: 0.0311686 | Time: 15421.7 ms [2022-02-23 19:18:44 main:574] : INFO : Epoch 1807 | loss: 0.0311398 | val_loss: 0.0311668 | Time: 26860.9 ms [2022-02-23 19:19:11 main:574] : INFO : Epoch 1808 | loss: 0.0311372 | val_loss: 0.0311672 | Time: 27090.1 ms [2022-02-23 19:19:38 main:574] : INFO : Epoch 1809 | loss: 0.0311391 | val_loss: 0.0311668 | Time: 26936.7 ms [2022-02-23 19:20:15 main:574] : INFO : Epoch 1810 | loss: 0.0311386 | val_loss: 0.0311656 | Time: 36496.8 ms [2022-02-23 19:20:41 main:574] : INFO : Epoch 1811 | loss: 0.0311396 | val_loss: 0.031168 | Time: 26024.6 ms [2022-02-23 19:21:10 main:574] : INFO : Epoch 1812 | loss: 0.0311385 | val_loss: 0.0311716 | Time: 28327.8 ms [2022-02-23 19:21:37 main:574] : INFO : Epoch 1813 | loss: 0.0311394 | val_loss: 0.031168 | Time: 27611 ms [2022-02-23 19:22:03 main:574] : INFO : Epoch 1814 | loss: 0.0311402 | val_loss: 0.031164 | Time: 26069.5 ms [2022-02-23 19:22:29 main:574] : INFO : Epoch 1815 | loss: 0.0311379 | val_loss: 0.0311663 | Time: 26023.3 ms [2022-02-23 19:22:56 main:574] : INFO : Epoch 1816 | loss: 0.0311402 | val_loss: 0.031165 | Time: 26867.5 ms [2022-02-23 19:23:24 main:574] : INFO : Epoch 1817 | loss: 0.0311404 | val_loss: 0.0311688 | Time: 27145.6 ms [2022-02-23 19:24:01 main:574] : INFO : Epoch 1818 | loss: 0.0311387 | val_loss: 0.0311644 | Time: 37731 ms [2022-02-23 19:24:31 main:574] : INFO : Epoch 1819 | loss: 0.0311381 | val_loss: 0.0311682 | Time: 29328.2 ms [2022-02-23 19:24:59 main:574] : INFO : Epoch 1820 | loss: 0.0311388 | val_loss: 0.031169 | Time: 28378.9 ms [2022-02-23 19:25:29 main:574] : INFO : Epoch 1821 | loss: 0.0311423 | val_loss: 0.0311663 | Time: 29909.3 ms [2022-02-23 19:25:57 main:574] : INFO : Epoch 1822 | loss: 0.0311416 | val_loss: 0.0311622 | Time: 28296.4 ms [2022-02-23 19:26:28 main:574] : INFO : Epoch 1823 | loss: 0.0311412 | val_loss: 0.0311664 | Time: 30360.6 ms [2022-02-23 19:27:15 main:574] : INFO : Epoch 1824 | loss: 0.0311399 | val_loss: 0.0311662 | Time: 46796.7 ms [2022-02-23 19:27:56 main:574] : INFO : Epoch 1825 | loss: 0.0311385 | val_loss: 0.0311634 | Time: 40554.7 ms [2022-02-23 19:28:26 main:574] : INFO : Epoch 1826 | loss: 0.031138 | val_loss: 0.0311647 | Time: 30261.8 ms [2022-02-23 19:28:54 main:574] : INFO : Epoch 1827 | loss: 0.0311391 | val_loss: 0.0311624 | Time: 27700.1 ms [2022-02-23 19:29:22 main:574] : INFO : Epoch 1828 | loss: 0.0311378 | val_loss: 0.0311652 | Time: 28502.8 ms [2022-02-23 19:29:52 main:574] : INFO : Epoch 1829 | loss: 0.0311376 | val_loss: 0.0311661 | Time: 29601.3 ms [2022-02-23 19:30:21 main:574] : INFO : Epoch 1830 | loss: 0.0311385 | val_loss: 0.0311671 | Time: 28817.7 ms [2022-02-23 19:30:51 main:574] : INFO : Epoch 1831 | loss: 0.0311376 | val_loss: 0.0311652 | Time: 30755 ms [2022-02-23 19:31:24 main:574] : INFO : Epoch 1832 | loss: 0.0311386 | val_loss: 0.0311608 | Time: 32349.5 ms [2022-02-23 19:31:53 main:574] : INFO : Epoch 1833 | loss: 0.0311399 | val_loss: 0.0311639 | Time: 28959.9 ms [2022-02-23 19:32:21 main:574] : INFO : Epoch 1834 | loss: 0.0311392 | val_loss: 0.0311652 | Time: 28231.6 ms [2022-02-23 19:32:49 main:574] : INFO : Epoch 1835 | loss: 0.0311397 | val_loss: 0.0311644 | Time: 28357.4 ms [2022-02-23 19:33:17 main:574] : INFO : Epoch 1836 | loss: 0.031138 | val_loss: 0.0311627 | Time: 27999.1 ms [2022-02-23 19:33:46 main:574] : INFO : Epoch 1837 | loss: 0.0311383 | val_loss: 0.0311619 | Time: 29120.9 ms [2022-02-23 19:34:16 main:574] : INFO : Epoch 1838 | loss: 0.0311379 | val_loss: 0.0311606 | Time: 29504.3 ms [2022-02-23 19:34:45 main:574] : INFO : Epoch 1839 | loss: 0.0311381 | val_loss: 0.0311621 | Time: 28574.2 ms [2022-02-23 19:35:13 main:574] : INFO : Epoch 1840 | loss: 0.0311417 | val_loss: 0.0311637 | Time: 28630.5 ms [2022-02-23 19:35:43 main:574] : INFO : Epoch 1841 | loss: 0.031145 | val_loss: 0.0311592 | Time: 29742.3 ms [2022-02-23 19:36:12 main:574] : INFO : Epoch 1842 | loss: 0.0311441 | val_loss: 0.0311571 | Time: 28720.8 ms [2022-02-23 19:36:40 main:574] : INFO : Epoch 1843 | loss: 0.0311446 | val_loss: 0.0311648 | Time: 28565.7 ms [2022-02-23 19:37:09 main:574] : INFO : Epoch 1844 | loss: 0.0311433 | val_loss: 0.0311642 | Time: 28674.5 ms [2022-02-23 19:37:38 main:574] : INFO : Epoch 1845 | loss: 0.031142 | val_loss: 0.0311645 | Time: 28547.3 ms [2022-02-23 19:38:06 main:574] : INFO : Epoch 1846 | loss: 0.031144 | val_loss: 0.0311716 | Time: 28819.9 ms [2022-02-23 19:38:35 main:574] : INFO : Epoch 1847 | loss: 0.0311408 | val_loss: 0.0311609 | Time: 28801.7 ms [2022-02-23 19:39:04 main:574] : INFO : Epoch 1848 | loss: 0.0311399 | val_loss: 0.0311597 | Time: 29048.4 ms [2022-02-23 19:39:33 main:574] : INFO : Epoch 1849 | loss: 0.0311382 | val_loss: 0.0311654 | Time: 28776.9 ms [2022-02-23 19:40:02 main:574] : INFO : Epoch 1850 | loss: 0.0311413 | val_loss: 0.0311583 | Time: 28625.7 ms [2022-02-23 19:40:31 main:574] : INFO : Epoch 1851 | loss: 0.0311401 | val_loss: 0.0311665 | Time: 29130.7 ms [2022-02-23 19:40:59 main:574] : INFO : Epoch 1852 | loss: 0.0311402 | val_loss: 0.0311608 | Time: 28134.2 ms [2022-02-23 19:41:27 main:574] : INFO : Epoch 1853 | loss: 0.0311382 | val_loss: 0.0311613 | Time: 27920.8 ms [2022-02-23 19:41:57 main:574] : INFO : Epoch 1854 | loss: 0.0311392 | val_loss: 0.0311581 | Time: 30324.7 ms [2022-02-23 19:42:26 main:574] : INFO : Epoch 1855 | loss: 0.0311438 | val_loss: 0.0311587 | Time: 28380.9 ms [2022-02-23 19:42:55 main:574] : INFO : Epoch 1856 | loss: 0.0311451 | val_loss: 0.0311637 | Time: 29573.4 ms [2022-02-23 19:43:24 main:574] : INFO : Epoch 1857 | loss: 0.031149 | val_loss: 0.031167 | Time: 28497.9 ms [2022-02-23 19:43:53 main:574] : INFO : Epoch 1858 | loss: 0.0311468 | val_loss: 0.0311679 | Time: 29074.4 ms [2022-02-23 19:44:22 main:574] : INFO : Epoch 1859 | loss: 0.0311441 | val_loss: 0.031163 | Time: 29192.6 ms [2022-02-23 19:44:52 main:574] : INFO : Epoch 1860 | loss: 0.0311417 | val_loss: 0.031167 | Time: 29681.6 ms [2022-02-23 19:45:20 main:574] : INFO : Epoch 1861 | loss: 0.031141 | val_loss: 0.031165 | Time: 27876.8 ms [2022-02-23 19:45:49 main:574] : INFO : Epoch 1862 | loss: 0.0311449 | val_loss: 0.0311661 | Time: 29327 ms [2022-02-23 19:46:18 main:574] : INFO : Epoch 1863 | loss: 0.0311445 | val_loss: 0.0311657 | Time: 29085.9 ms [2022-02-23 19:46:47 main:574] : INFO : Epoch 1864 | loss: 0.0311427 | val_loss: 0.0311656 | Time: 28729.2 ms [2022-02-23 19:47:16 main:574] : INFO : Epoch 1865 | loss: 0.0311416 | val_loss: 0.03116 | Time: 28785.4 ms [2022-02-23 19:47:45 main:574] : INFO : Epoch 1866 | loss: 0.0311403 | val_loss: 0.0311645 | Time: 29044 ms [2022-02-23 19:48:14 main:574] : INFO : Epoch 1867 | loss: 0.0311386 | val_loss: 0.0311621 | Time: 28652.7 ms [2022-02-23 19:48:42 main:574] : INFO : Epoch 1868 | loss: 0.0311374 | val_loss: 0.0311598 | Time: 28598 ms [2022-02-23 19:49:11 main:574] : INFO : Epoch 1869 | loss: 0.0311384 | val_loss: 0.031161 | Time: 28751.3 ms [2022-02-23 19:49:42 main:574] : INFO : Epoch 1870 | loss: 0.0311374 | val_loss: 0.0311589 | Time: 30917.7 ms [2022-02-23 19:50:12 main:574] : INFO : Epoch 1871 | loss: 0.0311366 | val_loss: 0.0311593 | Time: 30322.8 ms [2022-02-23 19:50:42 main:574] : INFO : Epoch 1872 | loss: 0.0311543 | val_loss: 0.0311651 | Time: 29189.3 ms [2022-02-23 19:51:11 main:574] : INFO : Epoch 1873 | loss: 0.0311516 | val_loss: 0.0311608 | Time: 29347.6 ms [2022-02-23 19:51:40 main:574] : INFO : Epoch 1874 | loss: 0.0311439 | val_loss: 0.0311641 | Time: 28960.8 ms [2022-02-23 19:52:08 main:574] : INFO : Epoch 1875 | loss: 0.0311446 | val_loss: 0.0311734 | Time: 27905.1 ms [2022-02-23 19:52:37 main:574] : INFO : Epoch 1876 | loss: 0.0311466 | val_loss: 0.0311661 | Time: 29694.1 ms [2022-02-23 19:53:05 main:574] : INFO : Epoch 1877 | loss: 0.0311421 | val_loss: 0.0311657 | Time: 27971.4 ms [2022-02-23 19:53:34 main:574] : INFO : Epoch 1878 | loss: 0.0311427 | val_loss: 0.0311665 | Time: 28575.9 ms [2022-02-23 19:54:03 main:574] : INFO : Epoch 1879 | loss: 0.0311403 | val_loss: 0.0311578 | Time: 29257 ms [2022-02-23 19:54:33 main:574] : INFO : Epoch 1880 | loss: 0.0311405 | val_loss: 0.0311627 | Time: 29246.7 ms [2022-02-23 19:55:02 main:574] : INFO : Epoch 1881 | loss: 0.0311405 | val_loss: 0.031164 | Time: 29050.8 ms [2022-02-23 19:55:30 main:574] : INFO : Epoch 1882 | loss: 0.0311393 | val_loss: 0.0311605 | Time: 28279.7 ms [2022-02-23 19:55:59 main:574] : INFO : Epoch 1883 | loss: 0.0311379 | val_loss: 0.0311617 | Time: 28525.8 ms [2022-02-23 19:56:28 main:574] : INFO : Epoch 1884 | loss: 0.0311388 | val_loss: 0.0311626 | Time: 29708.4 ms [2022-02-23 19:56:56 main:574] : INFO : Epoch 1885 | loss: 0.0311379 | val_loss: 0.0311591 | Time: 27902.3 ms [2022-02-23 19:57:25 main:574] : INFO : Epoch 1886 | loss: 0.0311388 | val_loss: 0.0311597 | Time: 29039 ms [2022-02-23 19:57:54 main:574] : INFO : Epoch 1887 | loss: 0.0311381 | val_loss: 0.0311628 | Time: 28749.8 ms [2022-02-23 19:58:22 main:574] : INFO : Epoch 1888 | loss: 0.0311359 | val_loss: 0.031162 | Time: 27845 ms [2022-02-23 19:58:51 main:574] : INFO : Epoch 1889 | loss: 0.0311438 | val_loss: 0.0311664 | Time: 29182 ms [2022-02-23 19:59:21 main:574] : INFO : Epoch 1890 | loss: 0.031145 | val_loss: 0.0311613 | Time: 29558.2 ms [2022-02-23 19:59:49 main:574] : INFO : Epoch 1891 | loss: 0.0311401 | val_loss: 0.0311608 | Time: 28470.2 ms [2022-02-23 20:00:18 main:574] : INFO : Epoch 1892 | loss: 0.0311391 | val_loss: 0.0311599 | Time: 28778.3 ms [2022-02-23 20:00:47 main:574] : INFO : Epoch 1893 | loss: 0.0311388 | val_loss: 0.0311657 | Time: 28695.8 ms [2022-02-23 20:01:16 main:574] : INFO : Epoch 1894 | loss: 0.031137 | val_loss: 0.0311611 | Time: 28661.6 ms [2022-02-23 20:01:44 main:574] : INFO : Epoch 1895 | loss: 0.031137 | val_loss: 0.0311633 | Time: 28807.8 ms [2022-02-23 20:02:13 main:574] : INFO : Epoch 1896 | loss: 0.0311376 | val_loss: 0.031158 | Time: 28768.6 ms [2022-02-23 20:02:42 main:574] : INFO : Epoch 1897 | loss: 0.031139 | val_loss: 0.0311623 | Time: 28550.4 ms [2022-02-23 20:03:09 main:574] : INFO : Epoch 1898 | loss: 0.0311423 | val_loss: 0.031164 | Time: 27508.5 ms [2022-02-23 20:03:38 main:574] : INFO : Epoch 1899 | loss: 0.0311383 | val_loss: 0.0311606 | Time: 28744.3 ms [2022-02-23 20:04:07 main:574] : INFO : Epoch 1900 | loss: 0.0311377 | val_loss: 0.0311646 | Time: 28677.6 ms [2022-02-23 20:04:35 main:574] : INFO : Epoch 1901 | loss: 0.0311399 | val_loss: 0.0311586 | Time: 28575.5 ms [2022-02-23 20:05:04 main:574] : INFO : Epoch 1902 | loss: 0.0311394 | val_loss: 0.0311625 | Time: 28737.7 ms [2022-02-23 20:05:34 main:574] : INFO : Epoch 1903 | loss: 0.0311393 | val_loss: 0.0311633 | Time: 29801 ms [2022-02-23 20:06:02 main:574] : INFO : Epoch 1904 | loss: 0.0311393 | val_loss: 0.0311623 | Time: 28190 ms [2022-02-23 20:06:30 main:574] : INFO : Epoch 1905 | loss: 0.0311366 | val_loss: 0.0311605 | Time: 28395.1 ms [2022-02-23 20:06:59 main:574] : INFO : Epoch 1906 | loss: 0.0311369 | val_loss: 0.0311579 | Time: 29011 ms [2022-02-23 20:07:28 main:574] : INFO : Epoch 1907 | loss: 0.031137 | val_loss: 0.0311675 | Time: 28528.2 ms [2022-02-23 20:07:56 main:574] : INFO : Epoch 1908 | loss: 0.0311372 | val_loss: 0.0311644 | Time: 27699.7 ms [2022-02-23 20:08:24 main:574] : INFO : Epoch 1909 | loss: 0.0311378 | val_loss: 0.0311602 | Time: 28213.1 ms [2022-02-23 20:08:53 main:574] : INFO : Epoch 1910 | loss: 0.0311379 | val_loss: 0.0311619 | Time: 28661.6 ms [2022-02-23 20:09:22 main:574] : INFO : Epoch 1911 | loss: 0.0311373 | val_loss: 0.0311628 | Time: 29394 ms [2022-02-23 20:09:51 main:574] : INFO : Epoch 1912 | loss: 0.0311381 | val_loss: 0.0311639 | Time: 29298.9 ms [2022-02-23 20:10:24 main:574] : INFO : Epoch 1913 | loss: 0.031137 | val_loss: 0.0311638 | Time: 32172.3 ms [2022-02-23 20:10:53 main:574] : INFO : Epoch 1914 | loss: 0.0311377 | val_loss: 0.0311649 | Time: 28939.2 ms [2022-02-23 20:11:21 main:574] : INFO : Epoch 1915 | loss: 0.0311401 | val_loss: 0.0311804 | Time: 28341.2 ms [2022-02-23 20:11:47 main:574] : INFO : Epoch 1916 | loss: 0.0311438 | val_loss: 0.0311656 | Time: 25900.5 ms [2022-02-23 20:12:16 main:574] : INFO : Epoch 1917 | loss: 0.0311389 | val_loss: 0.0311626 | Time: 29568 ms [2022-02-23 20:12:45 main:574] : INFO : Epoch 1918 | loss: 0.0311416 | val_loss: 0.0311678 | Time: 28931.5 ms [2022-02-23 20:13:13 main:574] : INFO : Epoch 1919 | loss: 0.0311471 | val_loss: 0.0311614 | Time: 27573.1 ms [2022-02-23 20:13:41 main:574] : INFO : Epoch 1920 | loss: 0.0311408 | val_loss: 0.0311617 | Time: 28115.7 ms [2022-02-23 20:14:07 main:574] : INFO : Epoch 1921 | loss: 0.0311421 | val_loss: 0.0311592 | Time: 26155.9 ms [2022-02-23 20:14:37 main:574] : INFO : Epoch 1922 | loss: 0.0311408 | val_loss: 0.031158 | Time: 29278.8 ms [2022-02-23 20:15:05 main:574] : INFO : Epoch 1923 | loss: 0.0311402 | val_loss: 0.0311614 | Time: 28637.3 ms [2022-02-23 20:15:35 main:574] : INFO : Epoch 1924 | loss: 0.0311405 | val_loss: 0.0311566 | Time: 29492.9 ms [2022-02-23 20:16:02 main:574] : INFO : Epoch 1925 | loss: 0.0311405 | val_loss: 0.0311691 | Time: 27440.3 ms [2022-02-23 20:16:31 main:574] : INFO : Epoch 1926 | loss: 0.0311408 | val_loss: 0.0311638 | Time: 28715.5 ms [2022-02-23 20:17:00 main:574] : INFO : Epoch 1927 | loss: 0.0311372 | val_loss: 0.0311631 | Time: 29085.1 ms [2022-02-23 20:17:29 main:574] : INFO : Epoch 1928 | loss: 0.0311361 | val_loss: 0.0311609 | Time: 28865.3 ms [2022-02-23 20:17:57 main:574] : INFO : Epoch 1929 | loss: 0.0311369 | val_loss: 0.0311635 | Time: 27564.5 ms [2022-02-23 20:18:26 main:574] : INFO : Epoch 1930 | loss: 0.0311392 | val_loss: 0.0311622 | Time: 28899.6 ms [2022-02-23 20:18:54 main:574] : INFO : Epoch 1931 | loss: 0.0311361 | val_loss: 0.0311583 | Time: 28761.6 ms [2022-02-23 20:19:23 main:574] : INFO : Epoch 1932 | loss: 0.0311355 | val_loss: 0.0311603 | Time: 28716.8 ms [2022-02-23 20:19:52 main:574] : INFO : Epoch 1933 | loss: 0.0311371 | val_loss: 0.0311614 | Time: 28525.2 ms [2022-02-23 20:20:19 main:574] : INFO : Epoch 1934 | loss: 0.0311358 | val_loss: 0.0311618 | Time: 27653.4 ms [2022-02-23 20:20:47 main:574] : INFO : Epoch 1935 | loss: 0.0311352 | val_loss: 0.0311634 | Time: 28092.8 ms [2022-02-23 20:21:15 main:574] : INFO : Epoch 1936 | loss: 0.0311343 | val_loss: 0.0311621 | Time: 27930.4 ms [2022-02-23 20:21:44 main:574] : INFO : Epoch 1937 | loss: 0.0311363 | val_loss: 0.0311606 | Time: 28084.4 ms [2022-02-23 20:22:13 main:574] : INFO : Epoch 1938 | loss: 0.0311366 | val_loss: 0.031168 | Time: 29624.8 ms [2022-02-23 20:22:43 main:574] : INFO : Epoch 1939 | loss: 0.0311353 | val_loss: 0.0311627 | Time: 29372.1 ms [2022-02-23 20:23:11 main:574] : INFO : Epoch 1940 | loss: 0.0311352 | val_loss: 0.0311644 | Time: 28031.5 ms [2022-02-23 20:23:39 main:574] : INFO : Epoch 1941 | loss: 0.0311373 | val_loss: 0.0311655 | Time: 28781.7 ms [2022-02-23 20:24:09 main:574] : INFO : Epoch 1942 | loss: 0.0311392 | val_loss: 0.0311644 | Time: 29698.9 ms [2022-02-23 20:24:38 main:574] : INFO : Epoch 1943 | loss: 0.0311423 | val_loss: 0.0311752 | Time: 29118.1 ms [2022-02-23 20:25:07 main:574] : INFO : Epoch 1944 | loss: 0.0311451 | val_loss: 0.0311674 | Time: 28993 ms [2022-02-23 20:25:37 main:574] : INFO : Epoch 1945 | loss: 0.031142 | val_loss: 0.031162 | Time: 29472.9 ms [2022-02-23 20:26:06 main:574] : INFO : Epoch 1946 | loss: 0.0311401 | val_loss: 0.0311616 | Time: 28920.9 ms [2022-02-23 20:26:34 main:574] : INFO : Epoch 1947 | loss: 0.0311395 | val_loss: 0.0311589 | Time: 28434.6 ms [2022-02-23 20:27:03 main:574] : INFO : Epoch 1948 | loss: 0.0311394 | val_loss: 0.0311602 | Time: 29239.1 ms [2022-02-23 20:27:32 main:574] : INFO : Epoch 1949 | loss: 0.0311379 | val_loss: 0.0311613 | Time: 28518 ms [2022-02-23 20:28:12 main:574] : INFO : Epoch 1950 | loss: 0.0311375 | val_loss: 0.0311631 | Time: 40078.2 ms [2022-02-23 20:28:40 main:574] : INFO : Epoch 1951 | loss: 0.0311366 | val_loss: 0.0311591 | Time: 28212.3 ms [2022-02-23 20:29:08 main:574] : INFO : Epoch 1952 | loss: 0.031136 | val_loss: 0.0311602 | Time: 27478.9 ms [2022-02-23 20:29:37 main:574] : INFO : Epoch 1953 | loss: 0.0311367 | val_loss: 0.0311632 | Time: 29153 ms [2022-02-23 20:30:06 main:574] : INFO : Epoch 1954 | loss: 0.0311395 | val_loss: 0.03116 | Time: 28548.4 ms [2022-02-23 20:30:34 main:574] : INFO : Epoch 1955 | loss: 0.0311394 | val_loss: 0.0311627 | Time: 28171.3 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce MX350) [2022-02-25 08:32:28 main:435] : INFO : Set logging level to 1 [2022-02-25 08:32:28 main:441] : INFO : Running in BOINC Client mode [2022-02-25 08:32:28 main:444] : INFO : Resolving all filenames [2022-02-25 08:32:28 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-02-25 08:32:28 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-02-25 08:32:28 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-02-25 08:32:28 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-02-25 08:32:28 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-02-25 08:32:28 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-02-25 08:32:28 main:474] : INFO : Configuration: [2022-02-25 08:32:28 main:475] : INFO : Model type: GRU [2022-02-25 08:32:28 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-02-25 08:32:28 main:477] : INFO : Max Epochs: 2048 [2022-02-25 08:32:28 main:478] : INFO : Batch Size: 128 [2022-02-25 08:32:28 main:479] : INFO : Learning Rate: 0.01 [2022-02-25 08:32:28 main:480] : INFO : Patience: 10 [2022-02-25 08:32:28 main:481] : INFO : Hidden Width: 12 [2022-02-25 08:32:28 main:482] : INFO : # Recurrent Layers: 4 [2022-02-25 08:32:28 main:483] : INFO : # Backend Layers: 4 [2022-02-25 08:32:28 main:484] : INFO : # Threads: 1 [2022-02-25 08:32:28 main:486] : INFO : Preparing Dataset [2022-02-25 08:32:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-02-25 08:32:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-02-25 08:32:32 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-02-25 08:32:32 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-02-25 08:32:32 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-02-25 08:32:32 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-02-25 08:32:32 main:494] : INFO : Creating Model [2022-02-25 08:32:32 main:507] : INFO : Preparing config file [2022-02-25 08:32:32 main:511] : INFO : Found checkpoint, attempting to load... [2022-02-25 08:32:32 main:512] : INFO : Loading config [2022-02-25 08:32:32 main:514] : INFO : Loading state [2022-02-25 08:32:34 main:559] : INFO : Loading DataLoader into Memory [2022-02-25 08:32:34 main:562] : INFO : Starting Training [2022-02-25 08:32:40 main:574] : INFO : Epoch 1955 | loss: 0.031208 | val_loss: 0.0311739 | Time: 5755.58 ms [2022-02-25 08:32:45 main:574] : INFO : Epoch 1956 | loss: 0.0311456 | val_loss: 0.0311652 | Time: 5604.02 ms [2022-02-25 08:32:52 main:574] : INFO : Epoch 1957 | loss: 0.0311394 | val_loss: 0.031165 | Time: 6284.52 ms [2022-02-25 08:32:59 main:574] : INFO : Epoch 1958 | loss: 0.0311382 | val_loss: 0.0311612 | Time: 7355.44 ms [2022-02-25 08:33:06 main:574] : INFO : Epoch 1959 | loss: 0.0311369 | val_loss: 0.0311603 | Time: 7041.31 ms [2022-02-25 08:33:13 main:574] : INFO : Epoch 1960 | loss: 0.0311364 | val_loss: 0.031158 | Time: 6731.59 ms [2022-02-25 08:33:19 main:574] : INFO : Epoch 1961 | loss: 0.0311368 | val_loss: 0.0311602 | Time: 6639.89 ms [2022-02-25 08:33:27 main:574] : INFO : Epoch 1962 | loss: 0.0311359 | val_loss: 0.0311613 | Time: 7699.6 ms [2022-02-25 08:33:38 main:574] : INFO : Epoch 1963 | loss: 0.0311369 | val_loss: 0.0311571 | Time: 10895 ms [2022-02-25 08:33:47 main:574] : INFO : Epoch 1964 | loss: 0.0311373 | val_loss: 0.0311636 | Time: 9109.69 ms [2022-02-25 08:34:15 main:574] : INFO : Epoch 1965 | loss: 0.0311368 | val_loss: 0.0311622 | Time: 28063.3 ms [2022-02-25 08:34:24 main:574] : INFO : Epoch 1966 | loss: 0.0311336 | val_loss: 0.0311631 | Time: 8196.32 ms [2022-02-25 08:34:33 main:574] : INFO : Epoch 1967 | loss: 0.0311327 | val_loss: 0.0311609 | Time: 8942.92 ms [2022-02-25 08:34:40 main:574] : INFO : Epoch 1968 | loss: 0.0311338 | val_loss: 0.0311605 | Time: 7409.03 ms [2022-02-25 08:34:48 main:574] : INFO : Epoch 1969 | loss: 0.0311338 | val_loss: 0.0311642 | Time: 8009.41 ms [2022-02-25 08:34:56 main:574] : INFO : Epoch 1970 | loss: 0.031136 | val_loss: 0.0311605 | Time: 7705.81 ms [2022-02-25 08:35:04 main:574] : INFO : Epoch 1971 | loss: 0.0311388 | val_loss: 0.0311595 | Time: 8162.2 ms [2022-02-25 08:35:12 main:574] : INFO : Epoch 1972 | loss: 0.0311399 | val_loss: 0.0311726 | Time: 7892.77 ms [2022-02-25 08:35:20 main:574] : INFO : Epoch 1973 | loss: 0.0311383 | val_loss: 0.0311608 | Time: 7816.34 ms [2022-02-25 08:35:27 main:574] : INFO : Epoch 1974 | loss: 0.0311361 | val_loss: 0.03116 | Time: 7324.54 ms [2022-02-25 08:35:35 main:574] : INFO : Epoch 1975 | loss: 0.0311347 | val_loss: 0.0311586 | Time: 8277.78 ms [2022-02-25 08:35:42 main:574] : INFO : Epoch 1976 | loss: 0.0311341 | val_loss: 0.031161 | Time: 6887.37 ms [2022-02-25 08:35:49 main:574] : INFO : Epoch 1977 | loss: 0.0311367 | val_loss: 0.0311592 | Time: 7193.44 ms [2022-02-25 08:35:56 main:574] : INFO : Epoch 1978 | loss: 0.0311358 | val_loss: 0.0311596 | Time: 6830.7 ms [2022-02-25 08:36:03 main:574] : INFO : Epoch 1979 | loss: 0.0311359 | val_loss: 0.0311608 | Time: 6909.58 ms [2022-02-25 08:36:10 main:574] : INFO : Epoch 1980 | loss: 0.0311384 | val_loss: 0.0311615 | Time: 6604.44 ms [2022-02-25 08:36:17 main:574] : INFO : Epoch 1981 | loss: 0.0311386 | val_loss: 0.0311668 | Time: 7350.48 ms [2022-02-25 08:36:24 main:574] : INFO : Epoch 1982 | loss: 0.0311358 | val_loss: 0.03116 | Time: 6922.69 ms [2022-02-25 08:36:31 main:574] : INFO : Epoch 1983 | loss: 0.0311356 | val_loss: 0.0311599 | Time: 7236.1 ms [2022-02-25 08:36:39 main:574] : INFO : Epoch 1984 | loss: 0.0311351 | val_loss: 0.031162 | Time: 7604.5 ms [2022-02-25 08:36:46 main:574] : INFO : Epoch 1985 | loss: 0.0311351 | val_loss: 0.0311622 | Time: 7453.85 ms [2022-02-25 08:36:53 main:574] : INFO : Epoch 1986 | loss: 0.0311351 | val_loss: 0.031162 | Time: 6920.46 ms [2022-02-25 08:37:00 main:574] : INFO : Epoch 1987 | loss: 0.0311345 | val_loss: 0.0311675 | Time: 6644.36 ms [2022-02-25 08:37:07 main:574] : INFO : Epoch 1988 | loss: 0.0311369 | val_loss: 0.0311632 | Time: 7138.56 ms [2022-02-25 08:37:14 main:574] : INFO : Epoch 1989 | loss: 0.0311327 | val_loss: 0.0311625 | Time: 7107.76 ms [2022-02-25 08:37:21 main:574] : INFO : Epoch 1990 | loss: 0.0311326 | val_loss: 0.0311628 | Time: 7194.59 ms [2022-02-25 08:37:28 main:574] : INFO : Epoch 1991 | loss: 0.0311333 | val_loss: 0.0311664 | Time: 6926.14 ms [2022-02-25 08:37:35 main:574] : INFO : Epoch 1992 | loss: 0.031137 | val_loss: 0.031163 | Time: 6702.86 ms [2022-02-25 08:37:42 main:574] : INFO : Epoch 1993 | loss: 0.031137 | val_loss: 0.0311561 | Time: 6611.61 ms [2022-02-25 08:37:49 main:574] : INFO : Epoch 1994 | loss: 0.0311362 | val_loss: 0.0311632 | Time: 6893.22 ms [2022-02-25 08:37:56 main:574] : INFO : Epoch 1995 | loss: 0.031136 | val_loss: 0.0311567 | Time: 7293.72 ms [2022-02-25 08:38:03 main:574] : INFO : Epoch 1996 | loss: 0.0311327 | val_loss: 0.0311615 | Time: 7307.49 ms [2022-02-25 08:38:10 main:574] : INFO : Epoch 1997 | loss: 0.0311371 | val_loss: 0.0311602 | Time: 6697.52 ms [2022-02-25 08:38:18 main:574] : INFO : Epoch 1998 | loss: 0.0311342 | val_loss: 0.0311643 | Time: 8639.51 ms [2022-02-25 08:38:26 main:574] : INFO : Epoch 1999 | loss: 0.0311382 | val_loss: 0.0311665 | Time: 7253.31 ms [2022-02-25 08:38:33 main:574] : INFO : Epoch 2000 | loss: 0.0311384 | val_loss: 0.0311596 | Time: 7394.45 ms [2022-02-25 08:38:40 main:574] : INFO : Epoch 2001 | loss: 0.0311386 | val_loss: 0.0311656 | Time: 6877.99 ms [2022-02-25 08:38:47 main:574] : INFO : Epoch 2002 | loss: 0.0311376 | val_loss: 0.0311618 | Time: 7140.54 ms [2022-02-25 08:38:54 main:574] : INFO : Epoch 2003 | loss: 0.0311397 | val_loss: 0.0311641 | Time: 6762.44 ms [2022-02-25 08:39:01 main:574] : INFO : Epoch 2004 | loss: 0.0311375 | val_loss: 0.0311695 | Time: 7314.58 ms [2022-02-25 08:39:08 main:574] : INFO : Epoch 2005 | loss: 0.0311391 | val_loss: 0.0311622 | Time: 6976.94 ms [2022-02-25 08:39:15 main:574] : INFO : Epoch 2006 | loss: 0.0311392 | val_loss: 0.0311612 | Time: 7032.55 ms [2022-02-25 08:39:22 main:574] : INFO : Epoch 2007 | loss: 0.0311442 | val_loss: 0.031164 | Time: 6747.7 ms [2022-02-25 08:39:29 main:574] : INFO : Epoch 2008 | loss: 0.0311438 | val_loss: 0.0311585 | Time: 7319.22 ms [2022-02-25 08:39:36 main:574] : INFO : Epoch 2009 | loss: 0.0311407 | val_loss: 0.0311611 | Time: 6750.58 ms [2022-02-25 08:39:43 main:574] : INFO : Epoch 2010 | loss: 0.0311413 | val_loss: 0.0311591 | Time: 7037.65 ms [2022-02-25 08:39:51 main:574] : INFO : Epoch 2011 | loss: 0.0311376 | val_loss: 0.0311595 | Time: 7869.8 ms [2022-02-25 08:39:59 main:574] : INFO : Epoch 2012 | loss: 0.0311395 | val_loss: 0.031162 | Time: 8199.31 ms [2022-02-25 08:40:08 main:574] : INFO : Epoch 2013 | loss: 0.0311465 | val_loss: 0.0311581 | Time: 8741.5 ms [2022-02-25 08:40:18 main:574] : INFO : Epoch 2014 | loss: 0.0311474 | val_loss: 0.0311581 | Time: 9647.29 ms [2022-02-25 08:40:48 main:574] : INFO : Epoch 2015 | loss: 0.031144 | val_loss: 0.0311646 | Time: 30296 ms [2022-02-25 08:40:57 main:574] : INFO : Epoch 2016 | loss: 0.0311396 | val_loss: 0.0311615 | Time: 9422.23 ms [2022-02-25 08:41:07 main:574] : INFO : Epoch 2017 | loss: 0.0311395 | val_loss: 0.0311603 | Time: 9241.23 ms [2022-02-25 08:41:16 main:574] : INFO : Epoch 2018 | loss: 0.0311425 | val_loss: 0.0311625 | Time: 8922.54 ms [2022-02-25 08:41:26 main:574] : INFO : Epoch 2019 | loss: 0.0311595 | val_loss: 0.0311677 | Time: 10291.2 ms [2022-02-25 08:41:36 main:574] : INFO : Epoch 2020 | loss: 0.0311591 | val_loss: 0.0311618 | Time: 10188.9 ms [2022-02-25 08:41:44 main:574] : INFO : Epoch 2021 | loss: 0.0311511 | val_loss: 0.0311577 | Time: 8157.31 ms [2022-02-25 08:41:52 main:574] : INFO : Epoch 2022 | loss: 0.0311487 | val_loss: 0.0311649 | Time: 7535.67 ms [2022-02-25 08:42:01 main:574] : INFO : Epoch 2023 | loss: 0.0311536 | val_loss: 0.0311727 | Time: 9289.2 ms [2022-02-25 08:42:09 main:574] : INFO : Epoch 2024 | loss: 0.0311506 | val_loss: 0.0311648 | Time: 7975.37 ms [2022-02-25 08:42:17 main:574] : INFO : Epoch 2025 | loss: 0.0311469 | val_loss: 0.0311578 | Time: 7767.97 ms [2022-02-25 08:42:24 main:574] : INFO : Epoch 2026 | loss: 0.0311441 | val_loss: 0.0311623 | Time: 7111.85 ms [2022-02-25 08:42:31 main:574] : INFO : Epoch 2027 | loss: 0.0311469 | val_loss: 0.0311585 | Time: 7184.21 ms [2022-02-25 08:42:40 main:574] : INFO : Epoch 2028 | loss: 0.0311428 | val_loss: 0.0311579 | Time: 8428.51 ms [2022-02-25 08:42:48 main:574] : INFO : Epoch 2029 | loss: 0.0311417 | val_loss: 0.0311592 | Time: 7822.37 ms [2022-02-25 08:42:56 main:574] : INFO : Epoch 2030 | loss: 0.0311402 | val_loss: 0.0311616 | Time: 8022.48 ms [2022-02-25 08:43:04 main:574] : INFO : Epoch 2031 | loss: 0.0311387 | val_loss: 0.031162 | Time: 8807.08 ms [2022-02-25 08:43:13 main:574] : INFO : Epoch 2032 | loss: 0.0311399 | val_loss: 0.0311605 | Time: 8841.28 ms [2022-02-25 08:43:22 main:574] : INFO : Epoch 2033 | loss: 0.0311399 | val_loss: 0.0311606 | Time: 8588.86 ms [2022-02-25 08:43:31 main:574] : INFO : Epoch 2034 | loss: 0.0311414 | val_loss: 0.0311558 | Time: 8819.35 ms [2022-02-25 08:43:38 main:574] : INFO : Epoch 2035 | loss: 0.0311421 | val_loss: 0.0311578 | Time: 7630.22 ms [2022-02-25 08:43:47 main:574] : INFO : Epoch 2036 | loss: 0.031139 | val_loss: 0.0311618 | Time: 8763.79 ms [2022-02-25 08:43:56 main:574] : INFO : Epoch 2037 | loss: 0.031137 | val_loss: 0.0311625 | Time: 8465.44 ms [2022-02-25 08:44:03 main:574] : INFO : Epoch 2038 | loss: 0.0311367 | val_loss: 0.0311603 | Time: 7186.36 ms [2022-02-25 08:44:10 main:574] : INFO : Epoch 2039 | loss: 0.0311392 | val_loss: 0.0311634 | Time: 6906.68 ms [2022-02-25 08:44:17 main:574] : INFO : Epoch 2040 | loss: 0.0311371 | val_loss: 0.0311651 | Time: 7510.64 ms [2022-02-25 08:44:26 main:574] : INFO : Epoch 2041 | loss: 0.0311364 | val_loss: 0.031163 | Time: 8872.06 ms [2022-02-25 08:44:35 main:574] : INFO : Epoch 2042 | loss: 0.0311393 | val_loss: 0.0311607 | Time: 9333.98 ms [2022-02-25 08:44:44 main:574] : INFO : Epoch 2043 | loss: 0.0311417 | val_loss: 0.0311682 | Time: 8342.43 ms [2022-02-25 08:44:51 main:574] : INFO : Epoch 2044 | loss: 0.0311375 | val_loss: 0.0311643 | Time: 7434.6 ms [2022-02-25 08:44:59 main:574] : INFO : Epoch 2045 | loss: 0.0311366 | val_loss: 0.0311601 | Time: 7317.3 ms [2022-02-25 08:45:06 main:574] : INFO : Epoch 2046 | loss: 0.0311372 | val_loss: 0.0311606 | Time: 7182.82 ms [2022-02-25 08:45:13 main:574] : INFO : Epoch 2047 | loss: 0.0311374 | val_loss: 0.0311609 | Time: 7107.21 ms [2022-02-25 08:45:20 main:574] : INFO : Epoch 2048 | loss: 0.031136 | val_loss: 0.0311628 | Time: 7011.13 ms [2022-02-25 08:45:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311628 [2022-02-25 08:45:20 main:603] : INFO : Saving end state to config to file [2022-02-25 08:45:20 main:608] : INFO : Success, exiting.. 08:45:20 (7828): 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)