Task 12201926
| Name | ParityModified-1645998147-20580-0_0 |
| Workunit | 9382963 |
| Created | 27 Feb 2022, 21:42:30 UTC |
| Sent | 6 Mar 2022, 21:18:26 UTC |
| Report deadline | 14 Mar 2022, 21:18:26 UTC |
| Received | 9 Mar 2022, 17:41:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 3 hours 11 min 25 sec |
| CPU time | 3 hours 7 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,067.76 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1567 | loss: 0.0311591 | val_loss: 0.0311685 | Time: 5517.74 ms [2022-03-07 04:22:11 main:574] : INFO : Epoch 1568 | loss: 0.031158 | val_loss: 0.0311774 | Time: 5488.09 ms [2022-03-07 04:22:17 main:574] : INFO : Epoch 1569 | loss: 0.0311613 | val_loss: 0.0311796 | Time: 5491.84 ms [2022-03-07 04:22:22 main:574] : INFO : Epoch 1570 | loss: 0.0311596 | val_loss: 0.0311713 | Time: 5412.05 ms [2022-03-07 04:22:28 main:574] : INFO : Epoch 1571 | loss: 0.0311562 | val_loss: 0.0311702 | Time: 5448.69 ms [2022-03-07 04:22:33 main:574] : INFO : Epoch 1572 | loss: 0.0311579 | val_loss: 0.031167 | Time: 5484.27 ms [2022-03-07 04:22:39 main:574] : INFO : Epoch 1573 | loss: 0.0311558 | val_loss: 0.0311662 | Time: 5458.22 ms [2022-03-07 04:22:44 main:574] : INFO : Epoch 1574 | loss: 0.0311537 | val_loss: 0.031175 | Time: 5444.92 ms [2022-03-07 04:22:50 main:574] : INFO : Epoch 1575 | loss: 0.0311534 | val_loss: 0.0311657 | Time: 5520.74 ms [2022-03-07 04:22:55 main:574] : INFO : Epoch 1576 | loss: 0.0311521 | val_loss: 0.0311672 | Time: 5524.69 ms [2022-03-07 04:23:01 main:574] : INFO : Epoch 1577 | loss: 0.0311531 | val_loss: 0.0311694 | Time: 5575.13 ms [2022-03-07 04:23:06 main:574] : INFO : Epoch 1578 | loss: 0.0311549 | val_loss: 0.0311745 | Time: 5652.13 ms [2022-03-07 04:23:12 main:574] : INFO : Epoch 1579 | loss: 0.031151 | val_loss: 0.0311687 | Time: 5348.03 ms [2022-03-07 04:23:18 main:574] : INFO : Epoch 1580 | loss: 0.0311498 | val_loss: 0.0311659 | Time: 6052.95 ms [2022-03-07 04:23:23 main:574] : INFO : Epoch 1581 | loss: 0.0311488 | val_loss: 0.0311672 | Time: 5393.76 ms [2022-03-07 04:23:29 main:574] : INFO : Epoch 1582 | loss: 0.0311495 | val_loss: 0.0311716 | Time: 5530.42 ms [2022-03-07 04:23:34 main:574] : INFO : Epoch 1583 | loss: 0.0311494 | val_loss: 0.0311678 | Time: 5487.19 ms [2022-03-07 04:23:40 main:574] : INFO : Epoch 1584 | loss: 0.0311474 | val_loss: 0.0311672 | Time: 5545.12 ms [2022-03-07 04:23:45 main:574] : INFO : Epoch 1585 | loss: 0.0311477 | val_loss: 0.0311689 | Time: 5464.87 ms [2022-03-07 04:23:51 main:574] : INFO : Epoch 1586 | loss: 0.0311486 | val_loss: 0.0311691 | Time: 5526.1 ms [2022-03-07 04:23:56 main:574] : INFO : Epoch 1587 | loss: 0.0311481 | val_loss: 0.0311711 | Time: 5495.32 ms [2022-03-07 04:24:02 main:574] : INFO : Epoch 1588 | loss: 0.0311519 | val_loss: 0.031169 | Time: 5541.91 ms [2022-03-07 04:24:07 main:574] : INFO : Epoch 1589 | loss: 0.0311524 | val_loss: 0.0311735 | Time: 5476.37 ms [2022-03-07 04:24:13 main:574] : INFO : Epoch 1590 | loss: 0.0311506 | val_loss: 0.0311695 | Time: 5476.11 ms [2022-03-07 04:24:18 main:574] : INFO : Epoch 1591 | loss: 0.0311482 | val_loss: 0.0311722 | Time: 5495.34 ms [2022-03-07 04:24:24 main:574] : INFO : Epoch 1592 | loss: 0.0311504 | val_loss: 0.0311719 | Time: 5830.93 ms [2022-03-07 04:24:30 main:574] : INFO : Epoch 1593 | loss: 0.0311553 | val_loss: 0.031168 | Time: 5861.35 ms [2022-03-07 04:24:35 main:574] : INFO : Epoch 1594 | loss: 0.0311534 | val_loss: 0.03117 | Time: 5475.98 ms [2022-03-07 04:24:41 main:574] : INFO : Epoch 1595 | loss: 0.0311526 | val_loss: 0.0311711 | Time: 5407.52 ms [2022-03-07 04:24:47 main:574] : INFO : Epoch 1596 | loss: 0.031155 | val_loss: 0.0311677 | Time: 5614.63 ms [2022-03-07 04:24:52 main:574] : INFO : Epoch 1597 | loss: 0.0311504 | val_loss: 0.0311702 | Time: 5535.48 ms [2022-03-07 04:24:58 main:574] : INFO : Epoch 1598 | loss: 0.0311479 | val_loss: 0.0311699 | Time: 5480.8 ms [2022-03-07 04:25:03 main:574] : INFO : Epoch 1599 | loss: 0.0311472 | val_loss: 0.031167 | Time: 5424.76 ms [2022-03-07 04:25:08 main:574] : INFO : Epoch 1600 | loss: 0.0311482 | val_loss: 0.0311684 | Time: 5396.5 ms [2022-03-07 04:25:14 main:574] : INFO : Epoch 1601 | loss: 0.0311491 | val_loss: 0.0311656 | Time: 5476.56 ms [2022-03-07 04:25:19 main:574] : INFO : Epoch 1602 | loss: 0.0311481 | val_loss: 0.0311734 | Time: 5474.56 ms [2022-03-07 04:25:25 main:574] : INFO : Epoch 1603 | loss: 0.0311524 | val_loss: 0.0311699 | Time: 5520.46 ms [2022-03-07 04:25:31 main:574] : INFO : Epoch 1604 | loss: 0.0311466 | val_loss: 0.0311697 | Time: 5643.57 ms [2022-03-07 04:25:36 main:574] : INFO : Epoch 1605 | loss: 0.0311469 | val_loss: 0.0311683 | Time: 5446.36 ms [2022-03-07 04:25:41 main:574] : INFO : Epoch 1606 | loss: 0.0311447 | val_loss: 0.0311678 | Time: 5447.8 ms [2022-03-07 04:25:47 main:574] : INFO : Epoch 1607 | loss: 0.0311439 | val_loss: 0.0311678 | Time: 5426.93 ms [2022-03-07 04:25:52 main:574] : INFO : Epoch 1608 | loss: 0.0311429 | val_loss: 0.0311698 | Time: 5535.5 ms [2022-03-07 04:25:58 main:574] : INFO : Epoch 1609 | loss: 0.0311443 | val_loss: 0.0311685 | Time: 5469.99 ms [2022-03-07 04:26:03 main:574] : INFO : Epoch 1610 | loss: 0.0311421 | val_loss: 0.0311682 | Time: 5516.85 ms [2022-03-07 04:26:09 main:574] : INFO : Epoch 1611 | loss: 0.0311422 | val_loss: 0.0311695 | Time: 5504.02 ms [2022-03-07 04:26:14 main:574] : INFO : Epoch 1612 | loss: 0.0311419 | val_loss: 0.0311668 | Time: 5524.34 ms [2022-03-07 04:26:20 main:574] : INFO : Epoch 1613 | loss: 0.0311402 | val_loss: 0.0311707 | Time: 5500.46 ms [2022-03-07 04:26:25 main:574] : INFO : Epoch 1614 | loss: 0.0311388 | val_loss: 0.0311709 | Time: 5459.11 ms [2022-03-07 04:26:31 main:574] : INFO : Epoch 1615 | loss: 0.0311394 | val_loss: 0.0311695 | Time: 5631.08 ms [2022-03-07 04:26:37 main:574] : INFO : Epoch 1616 | loss: 0.0311459 | val_loss: 0.0311698 | Time: 5533.2 ms [2022-03-07 04:26:42 main:574] : INFO : Epoch 1617 | loss: 0.031146 | val_loss: 0.0311677 | Time: 5530.79 ms [2022-03-07 04:26:48 main:574] : INFO : Epoch 1618 | loss: 0.0311526 | val_loss: 0.0311727 | Time: 5497.52 ms [2022-03-07 04:26:53 main:574] : INFO : Epoch 1619 | loss: 0.0311522 | val_loss: 0.0311678 | Time: 5550.53 ms [2022-03-07 04:26:59 main:574] : INFO : Epoch 1620 | loss: 0.0311464 | val_loss: 0.0311694 | Time: 5477.06 ms [2022-03-07 04:27:04 main:574] : INFO : Epoch 1621 | loss: 0.0311459 | val_loss: 0.0311712 | Time: 5505.85 ms [2022-03-07 04:27:10 main:574] : INFO : Epoch 1622 | loss: 0.0311482 | val_loss: 0.0311687 | Time: 5535.78 ms [2022-03-07 04:27:15 main:574] : INFO : Epoch 1623 | loss: 0.0311427 | val_loss: 0.0311722 | Time: 5490.15 ms [2022-03-07 04:27:21 main:574] : INFO : Epoch 1624 | loss: 0.0311415 | val_loss: 0.0311676 | Time: 5487.95 ms [2022-03-07 04:27:26 main:574] : INFO : Epoch 1625 | loss: 0.0311406 | val_loss: 0.0311739 | Time: 5577.81 ms [2022-03-07 04:27:32 main:574] : INFO : Epoch 1626 | loss: 0.0311395 | val_loss: 0.0311676 | Time: 5908.94 ms [2022-03-07 04:27:38 main:574] : INFO : Epoch 1627 | loss: 0.0311377 | val_loss: 0.0311699 | Time: 5433 ms [2022-03-07 04:27:43 main:574] : INFO : Epoch 1628 | loss: 0.0311371 | val_loss: 0.0311692 | Time: 5475.85 ms [2022-03-07 04:27:49 main:574] : INFO : Epoch 1629 | loss: 0.0311369 | val_loss: 0.0311711 | Time: 5479.45 ms [2022-03-07 04:27:54 main:574] : INFO : Epoch 1630 | loss: 0.0311368 | val_loss: 0.0311687 | Time: 5501.56 ms [2022-03-07 04:28:00 main:574] : INFO : Epoch 1631 | loss: 0.0311377 | val_loss: 0.0311674 | Time: 5518.74 ms [2022-03-07 04:28:05 main:574] : INFO : Epoch 1632 | loss: 0.0311371 | val_loss: 0.0311755 | Time: 5552.65 ms [2022-03-07 04:28:11 main:574] : INFO : Epoch 1633 | loss: 0.0311371 | val_loss: 0.0311699 | Time: 5519.56 ms [2022-03-07 04:28:16 main:574] : INFO : Epoch 1634 | loss: 0.0311358 | val_loss: 0.0311691 | Time: 5504.88 ms [2022-03-07 04:28:22 main:574] : INFO : Epoch 1635 | loss: 0.0311358 | val_loss: 0.0311715 | Time: 5453.83 ms [2022-03-07 04:28:27 main:574] : INFO : Epoch 1636 | loss: 0.0311367 | val_loss: 0.0311715 | Time: 5521.68 ms [2022-03-07 04:28:33 main:574] : INFO : Epoch 1637 | loss: 0.0311362 | val_loss: 0.0311788 | Time: 5794.75 ms [2022-03-07 04:28:39 main:574] : INFO : Epoch 1638 | loss: 0.0311465 | val_loss: 0.0311704 | Time: 5521.58 ms [2022-03-07 04:28:44 main:574] : INFO : Epoch 1639 | loss: 0.0311554 | val_loss: 0.0311764 | Time: 5423.42 ms [2022-03-07 04:28:50 main:574] : INFO : Epoch 1640 | loss: 0.0311611 | val_loss: 0.03121 | Time: 5784.68 ms [2022-03-07 04:28:56 main:574] : INFO : Epoch 1641 | loss: 0.0335586 | val_loss: 0.0355809 | Time: 6079.2 ms [2022-03-07 04:29:02 main:574] : INFO : Epoch 1642 | loss: 0.0336895 | val_loss: 0.0314769 | Time: 6391.12 ms [2022-03-07 04:29:08 main:574] : INFO : Epoch 1643 | loss: 0.0314568 | val_loss: 0.0312757 | Time: 5547.1 ms [2022-03-07 04:29:13 main:574] : INFO : Epoch 1644 | loss: 0.0312719 | val_loss: 0.0312445 | Time: 5550.34 ms [2022-03-07 04:29:19 main:574] : INFO : Epoch 1645 | loss: 0.0312389 | val_loss: 0.0312281 | Time: 5501.26 ms [2022-03-07 04:29:24 main:574] : INFO : Epoch 1646 | loss: 0.0312205 | val_loss: 0.0312057 | Time: 5460.64 ms [2022-03-07 04:29:30 main:574] : INFO : Epoch 1647 | loss: 0.0312042 | val_loss: 0.0312 | Time: 5495.81 ms [2022-03-07 04:29:35 main:574] : INFO : Epoch 1648 | loss: 0.0311982 | val_loss: 0.0311903 | Time: 5508.82 ms [2022-03-07 04:29:41 main:574] : INFO : Epoch 1649 | loss: 0.0311942 | val_loss: 0.0311875 | Time: 5542.83 ms [2022-03-07 04:29:46 main:574] : INFO : Epoch 1650 | loss: 0.03119 | val_loss: 0.0311844 | Time: 5456.49 ms [2022-03-07 04:29:52 main:574] : INFO : Epoch 1651 | loss: 0.0311861 | val_loss: 0.0311825 | Time: 5529.23 ms [2022-03-07 04:29:57 main:574] : INFO : Epoch 1652 | loss: 0.0311837 | val_loss: 0.0311792 | Time: 5495.01 ms [2022-03-07 04:30:03 main:574] : INFO : Epoch 1653 | loss: 0.031179 | val_loss: 0.0311784 | Time: 5482.5 ms [2022-03-07 04:30:08 main:574] : INFO : Epoch 1654 | loss: 0.0311765 | val_loss: 0.0311748 | Time: 5417 ms [2022-03-07 04:30:14 main:574] : INFO : Epoch 1655 | loss: 0.0311754 | val_loss: 0.0311761 | Time: 5388.05 ms [2022-03-07 04:30:19 main:574] : INFO : Epoch 1656 | loss: 0.031172 | val_loss: 0.0311722 | Time: 5486.77 ms [2022-03-07 04:30:25 main:574] : INFO : Epoch 1657 | loss: 0.0311677 | val_loss: 0.0311696 | Time: 5565.42 ms [2022-03-07 04:30:30 main:574] : INFO : Epoch 1658 | loss: 0.0311665 | val_loss: 0.0311691 | Time: 5543.96 ms [2022-03-07 04:30:36 main:574] : INFO : Epoch 1659 | loss: 0.0311649 | val_loss: 0.0311721 | Time: 5447.32 ms [2022-03-07 04:30:41 main:574] : INFO : Epoch 1660 | loss: 0.0311651 | val_loss: 0.0311678 | Time: 5527.83 ms [2022-03-07 04:30:47 main:574] : INFO : Epoch 1661 | loss: 0.0311637 | val_loss: 0.0311695 | Time: 5499.51 ms [2022-03-07 04:30:52 main:574] : INFO : Epoch 1662 | loss: 0.0311617 | val_loss: 0.0311662 | Time: 5468.84 ms [2022-03-07 04:30:58 main:574] : INFO : Epoch 1663 | loss: 0.0311602 | val_loss: 0.0311671 | Time: 5458.63 ms [2022-03-07 04:31:03 main:574] : INFO : Epoch 1664 | loss: 0.0311595 | val_loss: 0.0311657 | Time: 5443.17 ms [2022-03-07 04:31:09 main:574] : INFO : Epoch 1665 | loss: 0.0311576 | val_loss: 0.0311692 | Time: 5515.65 ms [2022-03-07 04:31:14 main:574] : INFO : Epoch 1666 | loss: 0.0311573 | val_loss: 0.0311648 | Time: 5517.8 ms [2022-03-07 04:31:20 main:574] : INFO : Epoch 1667 | loss: 0.031155 | val_loss: 0.0311682 | Time: 5506.27 ms [2022-03-07 04:31:25 main:574] : INFO : Epoch 1668 | loss: 0.0311571 | val_loss: 0.0311722 | Time: 5478.33 ms [2022-03-07 04:31:31 main:574] : INFO : Epoch 1669 | loss: 0.0311574 | val_loss: 0.0311652 | Time: 5497.9 ms [2022-03-07 04:31:36 main:574] : INFO : Epoch 1670 | loss: 0.0311536 | val_loss: 0.0311651 | Time: 5509.46 ms [2022-03-07 04:31:42 main:574] : INFO : Epoch 1671 | loss: 0.0311556 | val_loss: 0.0311629 | Time: 5528.21 ms [2022-03-07 04:31:47 main:574] : INFO : Epoch 1672 | loss: 0.0311545 | val_loss: 0.0311635 | Time: 5531.69 ms [2022-03-07 04:31:53 main:574] : INFO : Epoch 1673 | loss: 0.0311533 | val_loss: 0.0311682 | Time: 5516.64 ms [2022-03-07 04:31:58 main:574] : INFO : Epoch 1674 | loss: 0.0311544 | val_loss: 0.0311708 | Time: 5522.39 ms [2022-03-07 04:32:04 main:574] : INFO : Epoch 1675 | loss: 0.031154 | val_loss: 0.0311639 | Time: 5553.72 ms [2022-03-07 04:32:09 main:574] : INFO : Epoch 1676 | loss: 0.0311513 | val_loss: 0.0311652 | Time: 5507.94 ms [2022-03-07 04:32:15 main:574] : INFO : Epoch 1677 | loss: 0.0311522 | val_loss: 0.031163 | Time: 5465.13 ms [2022-03-07 04:32:21 main:574] : INFO : Epoch 1678 | loss: 0.0311494 | val_loss: 0.0311621 | Time: 5793.46 ms [2022-03-07 04:32:27 main:574] : INFO : Epoch 1679 | loss: 0.0311489 | val_loss: 0.0311636 | Time: 5742.41 ms [2022-03-07 04:32:32 main:574] : INFO : Epoch 1680 | loss: 0.0311488 | val_loss: 0.0311628 | Time: 5511.54 ms [2022-03-07 04:32:38 main:574] : INFO : Epoch 1681 | loss: 0.0311484 | val_loss: 0.0311613 | Time: 5466.66 ms [2022-03-07 04:32:43 main:574] : INFO : Epoch 1682 | loss: 0.0311492 | val_loss: 0.0311624 | Time: 5532.07 ms [2022-03-07 04:32:49 main:574] : INFO : Epoch 1683 | loss: 0.031149 | val_loss: 0.0311664 | Time: 5483.38 ms [2022-03-07 04:32:54 main:574] : INFO : Epoch 1684 | loss: 0.0311662 | val_loss: 0.0311698 | Time: 5468.73 ms [2022-03-07 04:33:00 main:574] : INFO : Epoch 1685 | loss: 0.0311655 | val_loss: 0.0311653 | Time: 5545.89 ms [2022-03-07 04:33:05 main:574] : INFO : Epoch 1686 | loss: 0.0311618 | val_loss: 0.0311659 | Time: 5510.76 ms [2022-03-07 04:33:11 main:574] : INFO : Epoch 1687 | loss: 0.0311582 | val_loss: 0.0311627 | Time: 5504.96 ms [2022-03-07 04:33:16 main:574] : INFO : Epoch 1688 | loss: 0.0311585 | val_loss: 0.0311631 | Time: 5500.96 ms [2022-03-07 04:33:22 main:574] : INFO : Epoch 1689 | loss: 0.0311568 | val_loss: 0.0311621 | Time: 5437.43 ms [2022-03-07 04:33:27 main:574] : INFO : Epoch 1690 | loss: 0.0311537 | val_loss: 0.0311603 | Time: 5507.21 ms [2022-03-07 04:33:32 main:574] : INFO : Epoch 1691 | loss: 0.0311531 | val_loss: 0.0311605 | Time: 5440.61 ms [2022-03-07 04:33:38 main:574] : INFO : Epoch 1692 | loss: 0.0311511 | val_loss: 0.0311619 | Time: 5476.18 ms [2022-03-07 04:33:44 main:574] : INFO : Epoch 1693 | loss: 0.0311507 | val_loss: 0.0311639 | Time: 5529.58 ms [2022-03-07 04:33:49 main:574] : INFO : Epoch 1694 | loss: 0.0311496 | val_loss: 0.0311624 | Time: 5536.87 ms [2022-03-07 04:33:55 main:574] : INFO : Epoch 1695 | loss: 0.0311489 | val_loss: 0.0311607 | Time: 5501.72 ms [2022-03-07 04:34:00 main:574] : INFO : Epoch 1696 | loss: 0.0311484 | val_loss: 0.0311608 | Time: 5458.78 ms [2022-03-07 04:34:06 main:574] : INFO : Epoch 1697 | loss: 0.0311472 | val_loss: 0.0311604 | Time: 5543.4 ms [2022-03-07 04:34:11 main:574] : INFO : Epoch 1698 | loss: 0.0311469 | val_loss: 0.031162 | Time: 5516.88 ms [2022-03-07 04:34:17 main:574] : INFO : Epoch 1699 | loss: 0.0311464 | val_loss: 0.031166 | Time: 5593.54 ms [2022-03-07 04:34:22 main:574] : INFO : Epoch 1700 | loss: 0.0311465 | val_loss: 0.0311604 | Time: 5477.38 ms [2022-03-07 04:34:28 main:574] : INFO : Epoch 1701 | loss: 0.031147 | val_loss: 0.0311674 | Time: 5537.22 ms [2022-03-07 04:34:33 main:574] : INFO : Epoch 1702 | loss: 0.0311479 | val_loss: 0.0311626 | Time: 5479.46 ms [2022-03-07 04:34:39 main:574] : INFO : Epoch 1703 | loss: 0.0311452 | val_loss: 0.0311631 | Time: 5526.88 ms [2022-03-07 04:34:45 main:574] : INFO : Epoch 1704 | loss: 0.0311453 | val_loss: 0.0311636 | Time: 5818.47 ms [2022-03-07 04:34:50 main:574] : INFO : Epoch 1705 | loss: 0.0311448 | val_loss: 0.0311634 | Time: 5610.88 ms [2022-03-07 04:34:56 main:574] : INFO : Epoch 1706 | loss: 0.0311468 | val_loss: 0.0311602 | Time: 5827.18 ms [2022-03-07 04:35:02 main:574] : INFO : Epoch 1707 | loss: 0.0311472 | val_loss: 0.031163 | Time: 6298.18 ms [2022-03-07 04:35:09 main:574] : INFO : Epoch 1708 | loss: 0.0311459 | val_loss: 0.0311651 | Time: 6405.71 ms [2022-03-07 04:35:15 main:574] : INFO : Epoch 1709 | loss: 0.0311469 | val_loss: 0.0311618 | Time: 6457.78 ms [2022-03-07 04:35:22 main:574] : INFO : Epoch 1710 | loss: 0.031147 | val_loss: 0.031167 | Time: 6424.91 ms [2022-03-07 04:35:28 main:574] : INFO : Epoch 1711 | loss: 0.0311498 | val_loss: 0.0311646 | Time: 6500.23 ms [2022-03-07 04:35:34 main:574] : INFO : Epoch 1712 | loss: 0.0311477 | val_loss: 0.0311615 | Time: 6113.94 ms [2022-03-07 04:35:40 main:574] : INFO : Epoch 1713 | loss: 0.0311438 | val_loss: 0.0311609 | Time: 5476.3 ms [2022-03-07 04:35:45 main:574] : INFO : Epoch 1714 | loss: 0.0311426 | val_loss: 0.0311626 | Time: 5436.32 ms [2022-03-07 04:35:51 main:574] : INFO : Epoch 1715 | loss: 0.0311429 | val_loss: 0.031166 | Time: 5448.62 ms [2022-03-07 04:35:56 main:574] : INFO : Epoch 1716 | loss: 0.0311424 | val_loss: 0.031162 | Time: 5518.34 ms [2022-03-07 04:36:02 main:574] : INFO : Epoch 1717 | loss: 0.0311417 | val_loss: 0.031162 | Time: 5683.65 ms [2022-03-07 04:36:07 main:574] : INFO : Epoch 1718 | loss: 0.0311417 | val_loss: 0.0311619 | Time: 5574.85 ms [2022-03-07 04:36:13 main:574] : INFO : Epoch 1719 | loss: 0.0311409 | val_loss: 0.031163 | Time: 5456.98 ms [2022-03-07 04:36:18 main:574] : INFO : Epoch 1720 | loss: 0.031141 | val_loss: 0.0311611 | Time: 5565.99 ms [2022-03-07 04:36:24 main:574] : INFO : Epoch 1721 | loss: 0.0311404 | val_loss: 0.0311626 | Time: 5468.6 ms [2022-03-07 04:36:30 main:574] : INFO : Epoch 1722 | loss: 0.0311411 | val_loss: 0.0311623 | Time: 5838.82 ms [2022-03-07 04:36:35 main:574] : INFO : Epoch 1723 | loss: 0.0311405 | val_loss: 0.0311589 | Time: 5487.13 ms [2022-03-07 04:36:41 main:574] : INFO : Epoch 1724 | loss: 0.0311388 | val_loss: 0.0311619 | Time: 5490.66 ms [2022-03-07 04:36:46 main:574] : INFO : Epoch 1725 | loss: 0.0311376 | val_loss: 0.0311607 | Time: 5423.22 ms [2022-03-07 04:36:52 main:574] : INFO : Epoch 1726 | loss: 0.0311393 | val_loss: 0.0311603 | Time: 5484.62 ms [2022-03-07 04:36:57 main:574] : INFO : Epoch 1727 | loss: 0.031139 | val_loss: 0.0311597 | Time: 5479.57 ms [2022-03-07 04:37:03 main:574] : INFO : Epoch 1728 | loss: 0.03114 | val_loss: 0.0311624 | Time: 5462.5 ms [2022-03-07 04:37:08 main:574] : INFO : Epoch 1729 | loss: 0.0311393 | val_loss: 0.0311656 | Time: 5396.2 ms [2022-03-07 04:37:14 main:574] : INFO : Epoch 1730 | loss: 0.0311416 | val_loss: 0.0311623 | Time: 5438.27 ms [2022-03-07 04:37:19 main:574] : INFO : Epoch 1731 | loss: 0.0311491 | val_loss: 0.0311626 | Time: 5500.45 ms [2022-03-07 04:37:25 main:574] : INFO : Epoch 1732 | loss: 0.0311473 | val_loss: 0.0311627 | Time: 5585.19 ms [2022-03-07 04:37:30 main:574] : INFO : Epoch 1733 | loss: 0.0311455 | val_loss: 0.031162 | Time: 5545.17 ms [2022-03-07 04:37:36 main:574] : INFO : Epoch 1734 | loss: 0.0311459 | val_loss: 0.0311721 | Time: 5482.26 ms [2022-03-07 04:37:41 main:574] : INFO : Epoch 1735 | loss: 0.0311509 | val_loss: 0.0311647 | Time: 5466.68 ms [2022-03-07 04:37:47 main:574] : INFO : Epoch 1736 | loss: 0.0311464 | val_loss: 0.0311596 | Time: 5442.19 ms [2022-03-07 04:37:52 main:574] : INFO : Epoch 1737 | loss: 0.0311414 | val_loss: 0.0311584 | Time: 5480.83 ms [2022-03-07 04:37:57 main:574] : INFO : Epoch 1738 | loss: 0.0311392 | val_loss: 0.0311569 | Time: 5409.06 ms [2022-03-07 04:38:03 main:574] : INFO : Epoch 1739 | loss: 0.0311404 | val_loss: 0.0311554 | Time: 5545.49 ms [2022-03-07 04:38:08 main:574] : INFO : Epoch 1740 | loss: 0.0311389 | val_loss: 0.0311579 | Time: 5443.42 ms [2022-03-07 04:38:14 main:574] : INFO : Epoch 1741 | loss: 0.0311384 | val_loss: 0.0311616 | Time: 5489.02 ms [2022-03-07 04:38:20 main:574] : INFO : Epoch 1742 | loss: 0.0311451 | val_loss: 0.0311607 | Time: 5567.02 ms [2022-03-07 04:38:25 main:574] : INFO : Epoch 1743 | loss: 0.0311445 | val_loss: 0.0311565 | Time: 5471.54 ms [2022-03-07 04:38:31 main:574] : INFO : Epoch 1744 | loss: 0.0311421 | val_loss: 0.0311601 | Time: 5497.53 ms [2022-03-07 04:38:36 main:574] : INFO : Epoch 1745 | loss: 0.0311397 | val_loss: 0.031161 | Time: 5410.86 ms [2022-03-07 04:38:41 main:574] : INFO : Epoch 1746 | loss: 0.0311385 | val_loss: 0.0311614 | Time: 5462.08 ms [2022-03-07 04:38:47 main:574] : INFO : Epoch 1747 | loss: 0.0311389 | val_loss: 0.0311578 | Time: 5494.16 ms [2022-03-07 04:38:52 main:574] : INFO : Epoch 1748 | loss: 0.0311388 | val_loss: 0.0311597 | Time: 5553.43 ms [2022-03-07 04:38:58 main:574] : INFO : Epoch 1749 | loss: 0.0311385 | val_loss: 0.0311571 | Time: 5458.17 ms [2022-03-07 04:39:03 main:574] : INFO : Epoch 1750 | loss: 0.0311412 | val_loss: 0.0311674 | Time: 5346.16 ms [2022-03-07 04:39:09 main:574] : INFO : Epoch 1751 | loss: 0.0311418 | val_loss: 0.0311653 | Time: 5580.39 ms [2022-03-07 04:39:14 main:574] : INFO : Epoch 1752 | loss: 0.0311382 | val_loss: 0.0311579 | Time: 5483.52 ms [2022-03-07 04:39:20 main:574] : INFO : Epoch 1753 | loss: 0.0311371 | val_loss: 0.0311564 | Time: 5501.43 ms [2022-03-07 04:39:25 main:574] : INFO : Epoch 1754 | loss: 0.0311377 | val_loss: 0.0311565 | Time: 5501.83 ms [2022-03-07 04:39:31 main:574] : INFO : Epoch 1755 | loss: 0.0311375 | val_loss: 0.0311588 | Time: 5533.19 ms [2022-03-07 04:39:37 main:574] : INFO : Epoch 1756 | loss: 0.0311423 | val_loss: 0.0311588 | Time: 5675.65 ms [2022-03-07 04:39:42 main:574] : INFO : Epoch 1757 | loss: 0.0311419 | val_loss: 0.0311591 | Time: 5480.8 ms [2022-03-07 04:39:48 main:574] : INFO : Epoch 1758 | loss: 0.03114 | val_loss: 0.0311592 | Time: 5421.66 ms [2022-03-07 04:39:53 main:574] : INFO : Epoch 1759 | loss: 0.0311377 | val_loss: 0.0311575 | Time: 5627.68 ms [2022-03-07 04:39:59 main:574] : INFO : Epoch 1760 | loss: 0.0311335 | val_loss: 0.0311553 | Time: 5491.4 ms [2022-03-07 04:40:04 main:574] : INFO : Epoch 1761 | loss: 0.0311374 | val_loss: 0.0311563 | Time: 5398.8 ms [2022-03-07 04:40:09 main:574] : INFO : Epoch 1762 | loss: 0.031134 | val_loss: 0.0311583 | Time: 5380.37 ms [2022-03-07 04:40:15 main:574] : INFO : Epoch 1763 | loss: 0.0311335 | val_loss: 0.0311587 | Time: 5433.3 ms [2022-03-07 04:40:20 main:574] : INFO : Epoch 1764 | loss: 0.031133 | val_loss: 0.0311585 | Time: 5518.44 ms [2022-03-07 04:40:26 main:574] : INFO : Epoch 1765 | loss: 0.0311309 | val_loss: 0.031159 | Time: 5545.03 ms [2022-03-07 04:40:31 main:574] : INFO : Epoch 1766 | loss: 0.0311322 | val_loss: 0.0311596 | Time: 5493.38 ms [2022-03-07 04:40:37 main:574] : INFO : Epoch 1767 | loss: 0.0311334 | val_loss: 0.0311616 | Time: 5500.27 ms [2022-03-07 04:40:42 main:574] : INFO : Epoch 1768 | loss: 0.0311486 | val_loss: 0.0311585 | Time: 5463.11 ms [2022-03-07 04:40:48 main:574] : INFO : Epoch 1769 | loss: 0.0311456 | val_loss: 0.0311541 | Time: 5469.76 ms [2022-03-07 04:40:53 main:574] : INFO : Epoch 1770 | loss: 0.0311401 | val_loss: 0.0311585 | Time: 5492.99 ms [2022-03-07 04:40:59 main:574] : INFO : Epoch 1771 | loss: 0.0311379 | val_loss: 0.0311668 | Time: 5461.27 ms [2022-03-07 04:41:04 main:574] : INFO : Epoch 1772 | loss: 0.0311377 | val_loss: 0.0311667 | Time: 5496.74 ms [2022-03-07 04:41:10 main:574] : INFO : Epoch 1773 | loss: 0.0311361 | val_loss: 0.0311586 | Time: 5475.47 ms [2022-03-07 04:41:16 main:574] : INFO : Epoch 1774 | loss: 0.0311398 | val_loss: 0.0311615 | Time: 5907.13 ms [2022-03-07 04:41:22 main:574] : INFO : Epoch 1775 | loss: 0.0311395 | val_loss: 0.0311569 | Time: 5785.44 ms [2022-03-07 04:41:27 main:574] : INFO : Epoch 1776 | loss: 0.0311405 | val_loss: 0.031157 | Time: 5721.98 ms [2022-03-07 04:41:33 main:574] : INFO : Epoch 1777 | loss: 0.0311381 | val_loss: 0.0311533 | Time: 5471.35 ms [2022-03-07 04:41:38 main:574] : INFO : Epoch 1778 | loss: 0.0311354 | val_loss: 0.0311536 | Time: 5493.65 ms [2022-03-07 04:41:44 main:574] : INFO : Epoch 1779 | loss: 0.0311407 | val_loss: 0.0311652 | Time: 5491.91 ms [2022-03-07 04:41:49 main:574] : INFO : Epoch 1780 | loss: 0.0311393 | val_loss: 0.0311595 | Time: 5511.52 ms [2022-03-07 04:41:55 main:574] : INFO : Epoch 1781 | loss: 0.0311353 | val_loss: 0.0311631 | Time: 5453.37 ms [2022-03-07 04:42:00 main:574] : INFO : Epoch 1782 | loss: 0.0311353 | val_loss: 0.0311581 | Time: 5440.79 ms [2022-03-07 04:42:06 main:574] : INFO : Epoch 1783 | loss: 0.0311327 | val_loss: 0.031158 | Time: 5494.3 ms [2022-03-07 04:42:11 main:574] : INFO : Epoch 1784 | loss: 0.0311334 | val_loss: 0.0311582 | Time: 5456.52 ms [2022-03-07 04:42:17 main:574] : INFO : Epoch 1785 | loss: 0.0311375 | val_loss: 0.0311638 | Time: 5444.26 ms [2022-03-07 04:42:22 main:574] : INFO : Epoch 1786 | loss: 0.0311347 | val_loss: 0.0311567 | Time: 5533.81 ms [2022-03-07 04:42:28 main:574] : INFO : Epoch 1787 | loss: 0.0311329 | val_loss: 0.0311548 | Time: 5469.6 ms [2022-03-07 04:42:33 main:574] : INFO : Epoch 1788 | loss: 0.0311427 | val_loss: 0.0311593 | Time: 5415.47 ms [2022-03-07 04:42:39 main:574] : INFO : Epoch 1789 | loss: 0.0311375 | val_loss: 0.0311559 | Time: 5542.99 ms [2022-03-07 04:42:44 main:574] : INFO : Epoch 1790 | loss: 0.0311354 | val_loss: 0.0311513 | Time: 5478.22 ms [2022-03-07 04:42:50 main:574] : INFO : Epoch 1791 | loss: 0.0311331 | val_loss: 0.0311538 | Time: 5506.89 ms [2022-03-07 04:42:55 main:574] : INFO : Epoch 1792 | loss: 0.0311367 | val_loss: 0.0311589 | Time: 5478.55 ms [2022-03-07 04:43:01 main:574] : INFO : Epoch 1793 | loss: 0.0311346 | val_loss: 0.0311568 | Time: 5457.7 ms [2022-03-07 04:43:06 main:574] : INFO : Epoch 1794 | loss: 0.0311326 | val_loss: 0.0311588 | Time: 5522.21 ms [2022-03-07 04:43:12 main:574] : INFO : Epoch 1795 | loss: 0.0311343 | val_loss: 0.0311571 | Time: 5514.46 ms [2022-03-07 04:43:17 main:574] : INFO : Epoch 1796 | loss: 0.0311369 | val_loss: 0.0311619 | Time: 5485.45 ms [2022-03-07 04:43:23 main:574] : INFO : Epoch 1797 | loss: 0.0311423 | val_loss: 0.0311555 | Time: 5499.85 ms [2022-03-07 04:43:28 main:574] : INFO : Epoch 1798 | loss: 0.0311381 | val_loss: 0.0311559 | Time: 5420.01 ms [2022-03-07 04:43:34 main:574] : INFO : Epoch 1799 | loss: 0.0311327 | val_loss: 0.0311557 | Time: 5469.21 ms [2022-03-07 04:43:39 main:574] : INFO : Epoch 1800 | loss: 0.0311346 | val_loss: 0.0311585 | Time: 5520.57 ms [2022-03-07 04:43:45 main:574] : INFO : Epoch 1801 | loss: 0.0311343 | val_loss: 0.0311558 | Time: 5547.89 ms [2022-03-07 04:43:50 main:574] : INFO : Epoch 1802 | loss: 0.0311302 | val_loss: 0.0311567 | Time: 5480.29 ms [2022-03-07 04:43:56 main:574] : INFO : Epoch 1803 | loss: 0.0311309 | val_loss: 0.0311599 | Time: 5657.46 ms [2022-03-07 04:44:01 main:574] : INFO : Epoch 1804 | loss: 0.0311334 | val_loss: 0.0311564 | Time: 5704.52 ms [2022-03-07 04:44:07 main:574] : INFO : Epoch 1805 | loss: 0.0311324 | val_loss: 0.031158 | Time: 5601.33 ms [2022-03-07 04:44:13 main:574] : INFO : Epoch 1806 | loss: 0.0311342 | val_loss: 0.0311597 | Time: 5482.1 ms [2022-03-07 04:44:18 main:574] : INFO : Epoch 1807 | loss: 0.0311358 | val_loss: 0.0311616 | Time: 5491.52 ms [2022-03-07 04:44:24 main:574] : INFO : Epoch 1808 | loss: 0.0311353 | val_loss: 0.0311547 | Time: 5495.16 ms [2022-03-07 04:44:29 main:574] : INFO : Epoch 1809 | loss: 0.0311319 | val_loss: 0.0311555 | Time: 5510.14 ms [2022-03-07 04:44:35 main:574] : INFO : Epoch 1810 | loss: 0.0311284 | val_loss: 0.0311577 | Time: 5495.5 ms [2022-03-07 04:44:40 main:574] : INFO : Epoch 1811 | loss: 0.0311308 | val_loss: 0.0311627 | Time: 5527.12 ms [2022-03-07 04:44:46 main:574] : INFO : Epoch 1812 | loss: 0.0311357 | val_loss: 0.0311538 | Time: 5534 ms [2022-03-07 04:44:51 main:574] : INFO : Epoch 1813 | loss: 0.0311346 | val_loss: 0.0311575 | Time: 5575.66 ms [2022-03-07 04:44:57 main:574] : INFO : Epoch 1814 | loss: 0.0311315 | val_loss: 0.0311579 | Time: 5459.24 ms [2022-03-07 04:45:02 main:574] : INFO : Epoch 1815 | loss: 0.0311276 | val_loss: 0.0311516 | Time: 5450.98 ms [2022-03-07 04:45:08 main:574] : INFO : Epoch 1816 | loss: 0.0311285 | val_loss: 0.0311535 | Time: 5534.15 ms [2022-03-07 04:45:13 main:574] : INFO : Epoch 1817 | loss: 0.031127 | val_loss: 0.0311578 | Time: 5528.31 ms [2022-03-07 04:45:19 main:574] : INFO : Epoch 1818 | loss: 0.0311278 | val_loss: 0.0311578 | Time: 5504.6 ms [2022-03-07 04:45:24 main:574] : INFO : Epoch 1819 | loss: 0.0311299 | val_loss: 0.0311662 | Time: 5441.46 ms [2022-03-07 04:45:30 main:574] : INFO : Epoch 1820 | loss: 0.0311279 | val_loss: 0.0311561 | Time: 5560.33 ms [2022-03-07 04:45:35 main:574] : INFO : Epoch 1821 | loss: 0.031125 | val_loss: 0.0311621 | Time: 5472.73 ms [2022-03-07 04:45:41 main:574] : INFO : Epoch 1822 | loss: 0.0311268 | val_loss: 0.0311567 | Time: 5486 ms [2022-03-07 04:45:46 main:574] : INFO : Epoch 1823 | loss: 0.0311298 | val_loss: 0.031152 | Time: 5428.72 ms [2022-03-07 04:45:52 main:574] : INFO : Epoch 1824 | loss: 0.0311287 | val_loss: 0.0311514 | Time: 5521.23 ms [2022-03-07 04:45:57 main:574] : INFO : Epoch 1825 | loss: 0.0311278 | val_loss: 0.0311491 | Time: 5488.73 ms [2022-03-07 04:46:03 main:574] : INFO : Epoch 1826 | loss: 0.031125 | val_loss: 0.0311529 | Time: 5480.14 ms [2022-03-07 04:46:08 main:574] : INFO : Epoch 1827 | loss: 0.0311242 | val_loss: 0.0311553 | Time: 5483.64 ms [2022-03-07 04:46:14 main:574] : INFO : Epoch 1828 | loss: 0.0311235 | val_loss: 0.0311531 | Time: 5567.69 ms [2022-03-07 04:46:19 main:574] : INFO : Epoch 1829 | loss: 0.0311228 | val_loss: 0.0311575 | Time: 5493.46 ms [2022-03-07 04:46:25 main:574] : INFO : Epoch 1830 | loss: 0.0311222 | val_loss: 0.0311524 | Time: 5418.84 ms [2022-03-07 04:46:30 main:574] : INFO : Epoch 1831 | loss: 0.0311248 | val_loss: 0.0311525 | Time: 5469.77 ms [2022-03-07 04:46:36 main:574] : INFO : Epoch 1832 | loss: 0.0311247 | val_loss: 0.0311558 | Time: 5451.4 ms [2022-03-07 04:46:41 main:574] : INFO : Epoch 1833 | loss: 0.0311299 | val_loss: 0.0311539 | Time: 5485.79 ms [2022-03-07 04:46:47 main:574] : INFO : Epoch 1834 | loss: 0.0311282 | val_loss: 0.0311577 | Time: 5493.46 ms [2022-03-07 04:46:52 main:574] : INFO : Epoch 1835 | loss: 0.0311268 | val_loss: 0.0311509 | Time: 5423.77 ms [2022-03-07 04:46:58 main:574] : INFO : Epoch 1836 | loss: 0.0311236 | val_loss: 0.0311531 | Time: 5604.09 ms [2022-03-07 04:47:03 main:574] : INFO : Epoch 1837 | loss: 0.0311237 | val_loss: 0.0311535 | Time: 5481.71 ms [2022-03-07 04:47:09 main:574] : INFO : Epoch 1838 | loss: 0.0311639 | val_loss: 0.0311901 | Time: 5498.12 ms [2022-03-07 04:47:14 main:574] : INFO : Epoch 1839 | loss: 0.0311937 | val_loss: 0.0311925 | Time: 5599.64 ms [2022-03-07 04:47:20 main:574] : INFO : Epoch 1840 | loss: 0.0311902 | val_loss: 0.0311872 | Time: 5513.24 ms [2022-03-07 04:47:25 main:574] : INFO : Epoch 1841 | loss: 0.0311857 | val_loss: 0.0311855 | Time: 5495.76 ms [2022-03-07 04:47:31 main:574] : INFO : Epoch 1842 | loss: 0.0311836 | val_loss: 0.0311817 | Time: 5409.08 ms [2022-03-07 04:47:36 main:574] : INFO : Epoch 1843 | loss: 0.0311809 | val_loss: 0.0311803 | Time: 5487.03 ms [2022-03-07 04:47:42 main:574] : INFO : Epoch 1844 | loss: 0.0311793 | val_loss: 0.0311793 | Time: 5408.77 ms [2022-03-07 04:47:47 main:574] : INFO : Epoch 1845 | loss: 0.0311782 | val_loss: 0.031178 | Time: 5490.13 ms [2022-03-07 04:47:53 main:574] : INFO : Epoch 1846 | loss: 0.0311772 | val_loss: 0.0311775 | Time: 5434.78 ms [2022-03-07 04:47:58 main:574] : INFO : Epoch 1847 | loss: 0.0311787 | val_loss: 0.0311773 | Time: 5408.65 ms [2022-03-07 04:48:03 main:574] : INFO : Epoch 1848 | loss: 0.0311764 | val_loss: 0.0311761 | Time: 5466.15 ms [2022-03-07 04:48:09 main:574] : INFO : Epoch 1849 | loss: 0.0311764 | val_loss: 0.0311819 | Time: 5470.4 ms [2022-03-07 04:48:14 main:574] : INFO : Epoch 1850 | loss: 0.031174 | val_loss: 0.0311777 | Time: 5541.22 ms [2022-03-07 04:48:20 main:574] : INFO : Epoch 1851 | loss: 0.0311724 | val_loss: 0.0311749 | Time: 5542.89 ms [2022-03-07 04:48:25 main:574] : INFO : Epoch 1852 | loss: 0.0311715 | val_loss: 0.0311748 | Time: 5415.67 ms [2022-03-07 04:48:31 main:574] : INFO : Epoch 1853 | loss: 0.0311725 | val_loss: 0.0311819 | Time: 5523.43 ms [2022-03-07 04:48:36 main:574] : INFO : Epoch 1854 | loss: 0.0311736 | val_loss: 0.0311733 | Time: 5480.89 ms [2022-03-07 04:48:42 main:574] : INFO : Epoch 1855 | loss: 0.0311724 | val_loss: 0.0311708 | Time: 5508.15 ms [2022-03-07 04:48:47 main:574] : INFO : Epoch 1856 | loss: 0.0311691 | val_loss: 0.0311695 | Time: 5536.72 ms [2022-03-07 04:48:53 main:574] : INFO : Epoch 1857 | loss: 0.0311679 | val_loss: 0.0311731 | Time: 5508.35 ms [2022-03-07 04:48:58 main:574] : INFO : Epoch 1858 | loss: 0.0311691 | val_loss: 0.0311697 | Time: 5471.35 ms [2022-03-07 04:49:04 main:574] : INFO : Epoch 1859 | loss: 0.0311657 | val_loss: 0.0311743 | Time: 5434.4 ms [2022-03-07 04:49:09 main:574] : INFO : Epoch 1860 | loss: 0.0311669 | val_loss: 0.0311684 | Time: 5544.85 ms [2022-03-07 04:49:15 main:574] : INFO : Epoch 1861 | loss: 0.0311659 | val_loss: 0.0311676 | Time: 5651.92 ms [2022-03-07 04:49:21 main:574] : INFO : Epoch 1862 | loss: 0.0311633 | val_loss: 0.0311679 | Time: 5521.39 ms [2022-03-07 04:49:26 main:574] : INFO : Epoch 1863 | loss: 0.0311637 | val_loss: 0.0311701 | Time: 5499.84 ms [2022-03-07 04:49:32 main:574] : INFO : Epoch 1864 | loss: 0.0311656 | val_loss: 0.0311663 | Time: 5461.35 ms [2022-03-07 04:49:37 main:574] : INFO : Epoch 1865 | loss: 0.0311638 | val_loss: 0.0311669 | Time: 5463.01 ms [2022-03-07 04:49:43 main:574] : INFO : Epoch 1866 | loss: 0.0311623 | val_loss: 0.0311659 | Time: 5515.82 ms [2022-03-07 04:49:48 main:574] : INFO : Epoch 1867 | loss: 0.031163 | val_loss: 0.031166 | Time: 5503.52 ms [2022-03-07 04:49:54 main:574] : INFO : Epoch 1868 | loss: 0.031163 | val_loss: 0.0311668 | Time: 5469.4 ms [2022-03-07 04:49:59 main:574] : INFO : Epoch 1869 | loss: 0.0311629 | val_loss: 0.0311662 | Time: 5509.12 ms [2022-03-07 04:50:05 main:574] : INFO : Epoch 1870 | loss: 0.0311603 | val_loss: 0.0311662 | Time: 5433.9 ms [2022-03-07 04:50:10 main:574] : INFO : Epoch 1871 | loss: 0.0311605 | val_loss: 0.0311681 | Time: 5551.48 ms [2022-03-07 04:50:16 main:574] : INFO : Epoch 1872 | loss: 0.031163 | val_loss: 0.0311678 | Time: 5944.03 ms [2022-03-07 04:50:22 main:574] : INFO : Epoch 1873 | loss: 0.0311638 | val_loss: 0.0311691 | Time: 5886.84 ms [2022-03-07 04:50:27 main:574] : INFO : Epoch 1874 | loss: 0.0311611 | val_loss: 0.0311623 | Time: 5511.79 ms [2022-03-07 04:50:33 main:574] : INFO : Epoch 1875 | loss: 0.031199 | val_loss: 0.0312244 | Time: 5502.58 ms [2022-03-07 04:50:38 main:574] : INFO : Epoch 1876 | loss: 0.0312126 | val_loss: 0.0312063 | Time: 5519.39 ms [2022-03-07 04:50:44 main:574] : INFO : Epoch 1877 | loss: 0.0311968 | val_loss: 0.0311942 | Time: 5473.85 ms [2022-03-07 04:50:50 main:574] : INFO : Epoch 1878 | loss: 0.0311895 | val_loss: 0.0311839 | Time: 5608.85 ms [2022-03-07 04:50:56 main:574] : INFO : Epoch 1879 | loss: 0.0311841 | val_loss: 0.0311813 | Time: 5925.43 ms [2022-03-07 04:51:02 main:574] : INFO : Epoch 1880 | loss: 0.0311821 | val_loss: 0.0311767 | Time: 6297.57 ms [2022-03-07 04:51:07 main:574] : INFO : Epoch 1881 | loss: 0.031178 | val_loss: 0.031176 | Time: 5513.28 ms [2022-03-07 04:51:13 main:574] : INFO : Epoch 1882 | loss: 0.0311764 | val_loss: 0.0311785 | Time: 5492.36 ms [2022-03-07 04:51:18 main:574] : INFO : Epoch 1883 | loss: 0.0311758 | val_loss: 0.0311749 | Time: 5516.85 ms [2022-03-07 04:51:24 main:574] : INFO : Epoch 1884 | loss: 0.031174 | val_loss: 0.0311753 | Time: 5476.5 ms [2022-03-07 04:51:29 main:574] : INFO : Epoch 1885 | loss: 0.031173 | val_loss: 0.0311747 | Time: 5501.98 ms [2022-03-07 04:51:35 main:574] : INFO : Epoch 1886 | loss: 0.031172 | val_loss: 0.0311736 | Time: 5567.61 ms [2022-03-07 04:51:40 main:574] : INFO : Epoch 1887 | loss: 0.0311713 | val_loss: 0.0311722 | Time: 5531.79 ms [2022-03-07 04:51:46 main:574] : INFO : Epoch 1888 | loss: 0.0311692 | val_loss: 0.0311748 | Time: 5473.01 ms [2022-03-07 04:51:51 main:574] : INFO : Epoch 1889 | loss: 0.0311693 | val_loss: 0.0311747 | Time: 5464.97 ms [2022-03-07 04:51:57 main:574] : INFO : Epoch 1890 | loss: 0.0311688 | val_loss: 0.031171 | Time: 5523.22 ms [2022-03-07 04:52:02 main:574] : INFO : Epoch 1891 | loss: 0.0311684 | val_loss: 0.0311723 | Time: 5513.46 ms [2022-03-07 04:52:08 main:574] : INFO : Epoch 1892 | loss: 0.0311687 | val_loss: 0.0311697 | Time: 5444.19 ms [2022-03-07 04:52:13 main:574] : INFO : Epoch 1893 | loss: 0.0311658 | val_loss: 0.0311701 | Time: 5478.66 ms [2022-03-07 04:52:19 main:574] : INFO : Epoch 1894 | loss: 0.0311655 | val_loss: 0.031172 | Time: 5486.65 ms [2022-03-07 04:52:24 main:574] : INFO : Epoch 1895 | loss: 0.0311661 | val_loss: 0.0311713 | Time: 5495.68 ms [2022-03-07 04:52:30 main:574] : INFO : Epoch 1896 | loss: 0.0311651 | val_loss: 0.0311695 | Time: 5479.3 ms [2022-03-07 04:52:35 main:574] : INFO : Epoch 1897 | loss: 0.0311623 | val_loss: 0.0311714 | Time: 5469.81 ms [2022-03-07 04:52:41 main:574] : INFO : Epoch 1898 | loss: 0.0311619 | val_loss: 0.0311702 | Time: 5403.14 ms [2022-03-07 04:52:46 main:574] : INFO : Epoch 1899 | loss: 0.0311617 | val_loss: 0.0311707 | Time: 5498.22 ms [2022-03-07 04:52:52 main:574] : INFO : Epoch 1900 | loss: 0.0311614 | val_loss: 0.0311689 | Time: 5480.17 ms [2022-03-07 04:52:57 main:574] : INFO : Epoch 1901 | loss: 0.0311609 | val_loss: 0.0311705 | Time: 5535.47 ms [2022-03-07 04:53:03 main:574] : INFO : Epoch 1902 | loss: 0.0311609 | val_loss: 0.0311716 | Time: 5513.71 ms [2022-03-07 04:53:08 main:574] : INFO : Epoch 1903 | loss: 0.0311617 | val_loss: 0.0311675 | Time: 5496.75 ms [2022-03-07 04:53:14 main:574] : INFO : Epoch 1904 | loss: 0.0311605 | val_loss: 0.0311709 | Time: 5517.77 ms [2022-03-07 04:53:19 main:574] : INFO : Epoch 1905 | loss: 0.0311664 | val_loss: 0.0311696 | Time: 5536.84 ms [2022-03-07 04:53:25 main:574] : INFO : Epoch 1906 | loss: 0.0311667 | val_loss: 0.0311685 | Time: 5536.98 ms [2022-03-07 04:53:30 main:574] : INFO : Epoch 1907 | loss: 0.0311662 | val_loss: 0.0311746 | Time: 5553.61 ms [2022-03-07 04:53:36 main:574] : INFO : Epoch 1908 | loss: 0.031164 | val_loss: 0.0311693 | Time: 5529.32 ms [2022-03-07 04:53:42 main:574] : INFO : Epoch 1909 | loss: 0.0311614 | val_loss: 0.0311677 | Time: 5549.29 ms [2022-03-07 04:53:47 main:574] : INFO : Epoch 1910 | loss: 0.031161 | val_loss: 0.0311695 | Time: 5534.27 ms [2022-03-07 04:53:53 main:574] : INFO : Epoch 1911 | loss: 0.0311602 | val_loss: 0.0311672 | Time: 5608.56 ms [2022-03-07 04:53:58 main:574] : INFO : Epoch 1912 | loss: 0.0311589 | val_loss: 0.0311664 | Time: 5517.8 ms [2022-03-07 04:54:04 main:574] : INFO : Epoch 1913 | loss: 0.0311577 | val_loss: 0.0311686 | Time: 5478.96 ms [2022-03-07 04:54:09 main:574] : INFO : Epoch 1914 | loss: 0.0311583 | val_loss: 0.0311714 | Time: 5516.04 ms [2022-03-07 04:54:15 main:574] : INFO : Epoch 1915 | loss: 0.0311581 | val_loss: 0.031168 | Time: 5637.04 ms [2022-03-07 04:54:20 main:574] : INFO : Epoch 1916 | loss: 0.0311575 | val_loss: 0.0311691 | Time: 5486.48 ms [2022-03-07 04:54:26 main:574] : INFO : Epoch 1917 | loss: 0.0311574 | val_loss: 0.0311679 | Time: 5491.11 ms [2022-03-07 04:54:31 main:574] : INFO : Epoch 1918 | loss: 0.0311572 | val_loss: 0.0311709 | Time: 5435.78 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce RTX 2070 SUPER) [2022-03-09 08:29:00 main:435] : INFO : Set logging level to 1 [2022-03-09 08:29:00 main:441] : INFO : Running in BOINC Client mode [2022-03-09 08:29:00 main:444] : INFO : Resolving all filenames [2022-03-09 08:29:00 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-09 08:29:00 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-09 08:29:00 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-09 08:29:00 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2022-03-09 08:29:00 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-09 08:29:00 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-09 08:29:00 main:474] : INFO : Configuration: [2022-03-09 08:29:00 main:475] : INFO : Model type: GRU [2022-03-09 08:29:00 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-09 08:29:00 main:477] : INFO : Max Epochs: 2048 [2022-03-09 08:29:00 main:478] : INFO : Batch Size: 128 [2022-03-09 08:29:00 main:479] : INFO : Learning Rate: 0.01 [2022-03-09 08:29:00 main:480] : INFO : Patience: 10 [2022-03-09 08:29:00 main:481] : INFO : Hidden Width: 12 [2022-03-09 08:29:00 main:482] : INFO : # Recurrent Layers: 4 [2022-03-09 08:29:01 main:483] : INFO : # Backend Layers: 4 [2022-03-09 08:29:01 main:484] : INFO : # Threads: 1 [2022-03-09 08:29:01 main:486] : INFO : Preparing Dataset [2022-03-09 08:29:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-09 08:29:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-09 08:29:03 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-09 08:29:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-09 08:29:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-09 08:29:03 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-09 08:29:03 main:494] : INFO : Creating Model [2022-03-09 08:29:03 main:507] : INFO : Preparing config file [2022-03-09 08:29:03 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-09 08:29:03 main:512] : INFO : Loading config [2022-03-09 08:29:03 main:514] : INFO : Loading state [2022-03-09 08:29:05 main:559] : INFO : Loading DataLoader into Memory [2022-03-09 08:29:05 main:562] : INFO : Starting Training [2022-03-09 08:29:11 main:574] : INFO : Epoch 1919 | loss: 0.031306 | val_loss: 0.0312163 | Time: 6452.55 ms [2022-03-09 08:29:17 main:574] : INFO : Epoch 1920 | loss: 0.0311858 | val_loss: 0.0311699 | Time: 5495.08 ms [2022-03-09 08:29:22 main:574] : INFO : Epoch 1921 | loss: 0.0311663 | val_loss: 0.0311685 | Time: 5527.86 ms [2022-03-09 08:29:28 main:574] : INFO : Epoch 1922 | loss: 0.0311629 | val_loss: 0.0311656 | Time: 5427.34 ms [2022-03-09 08:29:33 main:574] : INFO : Epoch 1923 | loss: 0.0311608 | val_loss: 0.0311644 | Time: 5432.51 ms [2022-03-09 08:29:39 main:574] : INFO : Epoch 1924 | loss: 0.0311617 | val_loss: 0.0311664 | Time: 5445.91 ms [2022-03-09 08:29:44 main:574] : INFO : Epoch 1925 | loss: 0.0311593 | val_loss: 0.0311651 | Time: 5345.88 ms [2022-03-09 08:29:49 main:574] : INFO : Epoch 1926 | loss: 0.0311573 | val_loss: 0.0311666 | Time: 5447.76 ms [2022-03-09 08:29:55 main:574] : INFO : Epoch 1927 | loss: 0.0311575 | val_loss: 0.0311675 | Time: 5448.89 ms [2022-03-09 08:30:00 main:574] : INFO : Epoch 1928 | loss: 0.0311562 | val_loss: 0.0311641 | Time: 5407.18 ms [2022-03-09 08:30:06 main:574] : INFO : Epoch 1929 | loss: 0.0311551 | val_loss: 0.0311615 | Time: 5406.37 ms [2022-03-09 08:30:11 main:574] : INFO : Epoch 1930 | loss: 0.0311532 | val_loss: 0.0311624 | Time: 5445.79 ms [2022-03-09 08:30:17 main:574] : INFO : Epoch 1931 | loss: 0.0311582 | val_loss: 0.0311629 | Time: 5536.5 ms [2022-03-09 08:30:22 main:574] : INFO : Epoch 1932 | loss: 0.031155 | val_loss: 0.0311603 | Time: 5395.81 ms [2022-03-09 08:30:28 main:574] : INFO : Epoch 1933 | loss: 0.0311607 | val_loss: 0.0311655 | Time: 5465.7 ms [2022-03-09 08:30:33 main:574] : INFO : Epoch 1934 | loss: 0.031163 | val_loss: 0.031168 | Time: 5408.11 ms [2022-03-09 08:30:38 main:574] : INFO : Epoch 1935 | loss: 0.0311596 | val_loss: 0.0311621 | Time: 5458.93 ms [2022-03-09 08:30:44 main:574] : INFO : Epoch 1936 | loss: 0.0311589 | val_loss: 0.0311612 | Time: 5397.63 ms [2022-03-09 08:30:49 main:574] : INFO : Epoch 1937 | loss: 0.0311635 | val_loss: 0.0311667 | Time: 5436.56 ms [2022-03-09 08:30:55 main:574] : INFO : Epoch 1938 | loss: 0.0311608 | val_loss: 0.0311629 | Time: 5416.85 ms [2022-03-09 08:31:00 main:574] : INFO : Epoch 1939 | loss: 0.0311601 | val_loss: 0.0311637 | Time: 5462.08 ms [2022-03-09 08:31:06 main:574] : INFO : Epoch 1940 | loss: 0.0311575 | val_loss: 0.0311586 | Time: 5431.15 ms [2022-03-09 08:31:11 main:574] : INFO : Epoch 1941 | loss: 0.0311557 | val_loss: 0.0311591 | Time: 5358.16 ms [2022-03-09 08:31:16 main:574] : INFO : Epoch 1942 | loss: 0.0311547 | val_loss: 0.0311593 | Time: 5390.39 ms [2022-03-09 08:31:22 main:574] : INFO : Epoch 1943 | loss: 0.0311531 | val_loss: 0.0311584 | Time: 5373.53 ms [2022-03-09 08:31:27 main:574] : INFO : Epoch 1944 | loss: 0.0311503 | val_loss: 0.0311561 | Time: 5362.15 ms [2022-03-09 08:31:33 main:574] : INFO : Epoch 1945 | loss: 0.0311514 | val_loss: 0.0311614 | Time: 5421.68 ms [2022-03-09 08:31:38 main:574] : INFO : Epoch 1946 | loss: 0.0311509 | val_loss: 0.0311636 | Time: 5413.98 ms [2022-03-09 08:31:43 main:574] : INFO : Epoch 1947 | loss: 0.0311497 | val_loss: 0.0311617 | Time: 5419.9 ms [2022-03-09 08:31:49 main:574] : INFO : Epoch 1948 | loss: 0.0311511 | val_loss: 0.0311578 | Time: 5376.26 ms [2022-03-09 08:31:54 main:574] : INFO : Epoch 1949 | loss: 0.0311507 | val_loss: 0.031164 | Time: 5384.77 ms [2022-03-09 08:32:00 main:574] : INFO : Epoch 1950 | loss: 0.031153 | val_loss: 0.0311614 | Time: 5365.68 ms [2022-03-09 08:32:05 main:574] : INFO : Epoch 1951 | loss: 0.0311536 | val_loss: 0.0311591 | Time: 5388.52 ms [2022-03-09 08:32:10 main:574] : INFO : Epoch 1952 | loss: 0.0311497 | val_loss: 0.0311586 | Time: 5457.6 ms [2022-03-09 08:32:16 main:574] : INFO : Epoch 1953 | loss: 0.0311484 | val_loss: 0.0311595 | Time: 5463.34 ms [2022-03-09 08:32:21 main:574] : INFO : Epoch 1954 | loss: 0.0311504 | val_loss: 0.0311564 | Time: 5444.38 ms [2022-03-09 08:32:27 main:574] : INFO : Epoch 1955 | loss: 0.0311498 | val_loss: 0.0311571 | Time: 5378.32 ms [2022-03-09 08:32:32 main:574] : INFO : Epoch 1956 | loss: 0.0311496 | val_loss: 0.0311553 | Time: 5386.77 ms [2022-03-09 08:32:38 main:574] : INFO : Epoch 1957 | loss: 0.0311546 | val_loss: 0.0311626 | Time: 5383.97 ms [2022-03-09 08:32:43 main:574] : INFO : Epoch 1958 | loss: 0.0311628 | val_loss: 0.0311641 | Time: 5369.49 ms [2022-03-09 08:32:48 main:574] : INFO : Epoch 1959 | loss: 0.0311646 | val_loss: 0.0311628 | Time: 5359.64 ms [2022-03-09 08:32:54 main:574] : INFO : Epoch 1960 | loss: 0.0311653 | val_loss: 0.0311652 | Time: 5432.6 ms [2022-03-09 08:32:59 main:574] : INFO : Epoch 1961 | loss: 0.0311686 | val_loss: 0.0311671 | Time: 5458.03 ms [2022-03-09 08:33:05 main:574] : INFO : Epoch 1962 | loss: 0.031167 | val_loss: 0.0311639 | Time: 5417.3 ms [2022-03-09 08:33:10 main:574] : INFO : Epoch 1963 | loss: 0.0311632 | val_loss: 0.0311648 | Time: 5422.85 ms [2022-03-09 08:33:16 main:574] : INFO : Epoch 1964 | loss: 0.0311706 | val_loss: 0.0311684 | Time: 5475.98 ms [2022-03-09 08:33:21 main:574] : INFO : Epoch 1965 | loss: 0.0311769 | val_loss: 0.0311736 | Time: 5499.05 ms [2022-03-09 08:33:26 main:574] : INFO : Epoch 1966 | loss: 0.0311833 | val_loss: 0.031188 | Time: 5460.3 ms [2022-03-09 08:33:32 main:574] : INFO : Epoch 1967 | loss: 0.0311786 | val_loss: 0.0311803 | Time: 5420.4 ms [2022-03-09 08:33:37 main:574] : INFO : Epoch 1968 | loss: 0.0311729 | val_loss: 0.0311696 | Time: 5488.93 ms [2022-03-09 08:33:43 main:574] : INFO : Epoch 1969 | loss: 0.0311688 | val_loss: 0.0311657 | Time: 5448.35 ms [2022-03-09 08:33:48 main:574] : INFO : Epoch 1970 | loss: 0.0311668 | val_loss: 0.0311645 | Time: 5475.87 ms [2022-03-09 08:33:54 main:574] : INFO : Epoch 1971 | loss: 0.0311663 | val_loss: 0.031165 | Time: 5442.64 ms [2022-03-09 08:33:59 main:574] : INFO : Epoch 1972 | loss: 0.0311639 | val_loss: 0.0311664 | Time: 5479.98 ms [2022-03-09 08:34:05 main:574] : INFO : Epoch 1973 | loss: 0.0311678 | val_loss: 0.0311672 | Time: 5637.01 ms [2022-03-09 08:34:10 main:574] : INFO : Epoch 1974 | loss: 0.0311627 | val_loss: 0.031162 | Time: 5401.78 ms [2022-03-09 08:34:16 main:574] : INFO : Epoch 1975 | loss: 0.0311613 | val_loss: 0.0311629 | Time: 5437.9 ms [2022-03-09 08:34:21 main:574] : INFO : Epoch 1976 | loss: 0.0311584 | val_loss: 0.0311652 | Time: 5459.43 ms [2022-03-09 08:34:27 main:574] : INFO : Epoch 1977 | loss: 0.0311593 | val_loss: 0.0311659 | Time: 5431.9 ms [2022-03-09 08:34:32 main:574] : INFO : Epoch 1978 | loss: 0.0311586 | val_loss: 0.0311619 | Time: 5413.29 ms [2022-03-09 08:34:38 main:574] : INFO : Epoch 1979 | loss: 0.0311563 | val_loss: 0.031162 | Time: 5395 ms [2022-03-09 08:34:43 main:574] : INFO : Epoch 1980 | loss: 0.0311563 | val_loss: 0.0311598 | Time: 5375.13 ms [2022-03-09 08:34:48 main:574] : INFO : Epoch 1981 | loss: 0.0311555 | val_loss: 0.0311618 | Time: 5385.5 ms [2022-03-09 08:34:54 main:574] : INFO : Epoch 1982 | loss: 0.0311556 | val_loss: 0.0311635 | Time: 5409.14 ms [2022-03-09 08:34:59 main:574] : INFO : Epoch 1983 | loss: 0.031157 | val_loss: 0.0311647 | Time: 5451.32 ms [2022-03-09 08:35:05 main:574] : INFO : Epoch 1984 | loss: 0.0311571 | val_loss: 0.0311616 | Time: 5655.71 ms [2022-03-09 08:35:10 main:574] : INFO : Epoch 1985 | loss: 0.0311559 | val_loss: 0.0311627 | Time: 5452.42 ms [2022-03-09 08:35:16 main:574] : INFO : Epoch 1986 | loss: 0.0311542 | val_loss: 0.0311577 | Time: 5461.37 ms [2022-03-09 08:35:21 main:574] : INFO : Epoch 1987 | loss: 0.0311528 | val_loss: 0.0311593 | Time: 5424.48 ms [2022-03-09 08:35:27 main:574] : INFO : Epoch 1988 | loss: 0.0311531 | val_loss: 0.0311575 | Time: 5623.32 ms [2022-03-09 08:35:32 main:574] : INFO : Epoch 1989 | loss: 0.0311524 | val_loss: 0.0311572 | Time: 5418.24 ms [2022-03-09 08:35:38 main:574] : INFO : Epoch 1990 | loss: 0.0311567 | val_loss: 0.0311607 | Time: 5378.59 ms [2022-03-09 08:35:43 main:574] : INFO : Epoch 1991 | loss: 0.0311558 | val_loss: 0.0311653 | Time: 5410.21 ms [2022-03-09 08:35:48 main:574] : INFO : Epoch 1992 | loss: 0.0311535 | val_loss: 0.0311605 | Time: 5380.03 ms [2022-03-09 08:35:54 main:574] : INFO : Epoch 1993 | loss: 0.0311496 | val_loss: 0.0311619 | Time: 5337.1 ms [2022-03-09 08:35:59 main:574] : INFO : Epoch 1994 | loss: 0.0311508 | val_loss: 0.0311629 | Time: 5472.91 ms [2022-03-09 08:36:05 main:574] : INFO : Epoch 1995 | loss: 0.0311512 | val_loss: 0.0311607 | Time: 5455.24 ms [2022-03-09 08:36:10 main:574] : INFO : Epoch 1996 | loss: 0.0311497 | val_loss: 0.031158 | Time: 5572.58 ms [2022-03-09 08:36:16 main:574] : INFO : Epoch 1997 | loss: 0.0311497 | val_loss: 0.0311573 | Time: 5639.77 ms [2022-03-09 08:36:22 main:574] : INFO : Epoch 1998 | loss: 0.0311489 | val_loss: 0.0311583 | Time: 5824.76 ms [2022-03-09 08:36:27 main:574] : INFO : Epoch 1999 | loss: 0.0311497 | val_loss: 0.0311582 | Time: 5444.33 ms [2022-03-09 08:36:33 main:574] : INFO : Epoch 2000 | loss: 0.0311506 | val_loss: 0.0311632 | Time: 5401.28 ms [2022-03-09 08:36:38 main:574] : INFO : Epoch 2001 | loss: 0.0311495 | val_loss: 0.0311573 | Time: 5412.22 ms [2022-03-09 08:36:43 main:574] : INFO : Epoch 2002 | loss: 0.0311487 | val_loss: 0.0311614 | Time: 5405.55 ms [2022-03-09 08:36:49 main:574] : INFO : Epoch 2003 | loss: 0.0311492 | val_loss: 0.0311646 | Time: 5443.76 ms [2022-03-09 08:36:54 main:574] : INFO : Epoch 2004 | loss: 0.0311491 | val_loss: 0.0311616 | Time: 5451.9 ms [2022-03-09 08:37:00 main:574] : INFO : Epoch 2005 | loss: 0.031149 | val_loss: 0.0311589 | Time: 5451.79 ms [2022-03-09 08:37:05 main:574] : INFO : Epoch 2006 | loss: 0.0311462 | val_loss: 0.0311623 | Time: 5409.7 ms [2022-03-09 08:37:11 main:574] : INFO : Epoch 2007 | loss: 0.0311461 | val_loss: 0.031161 | Time: 5448.83 ms [2022-03-09 08:37:16 main:574] : INFO : Epoch 2008 | loss: 0.0311522 | val_loss: 0.0311633 | Time: 5433.89 ms [2022-03-09 08:37:22 main:574] : INFO : Epoch 2009 | loss: 0.0311498 | val_loss: 0.031162 | Time: 5409.88 ms [2022-03-09 08:37:27 main:574] : INFO : Epoch 2010 | loss: 0.0311457 | val_loss: 0.0311603 | Time: 5383.53 ms [2022-03-09 08:37:32 main:574] : INFO : Epoch 2011 | loss: 0.0311485 | val_loss: 0.0311631 | Time: 5460.63 ms [2022-03-09 08:37:38 main:574] : INFO : Epoch 2012 | loss: 0.0311489 | val_loss: 0.0311617 | Time: 5513.47 ms [2022-03-09 08:37:43 main:574] : INFO : Epoch 2013 | loss: 0.0311476 | val_loss: 0.0311614 | Time: 5383.91 ms [2022-03-09 08:37:49 main:574] : INFO : Epoch 2014 | loss: 0.031146 | val_loss: 0.0311637 | Time: 5410.62 ms [2022-03-09 08:37:54 main:574] : INFO : Epoch 2015 | loss: 0.0311495 | val_loss: 0.0311626 | Time: 5423.06 ms [2022-03-09 08:38:00 main:574] : INFO : Epoch 2016 | loss: 0.0311461 | val_loss: 0.03116 | Time: 5350.22 ms [2022-03-09 08:38:05 main:574] : INFO : Epoch 2017 | loss: 0.0311447 | val_loss: 0.0311601 | Time: 5409.68 ms [2022-03-09 08:38:10 main:574] : INFO : Epoch 2018 | loss: 0.0311454 | val_loss: 0.0311635 | Time: 5419.57 ms [2022-03-09 08:38:16 main:574] : INFO : Epoch 2019 | loss: 0.0311438 | val_loss: 0.0311601 | Time: 5392.47 ms [2022-03-09 08:38:21 main:574] : INFO : Epoch 2020 | loss: 0.0311458 | val_loss: 0.0311597 | Time: 5408.23 ms [2022-03-09 08:38:27 main:574] : INFO : Epoch 2021 | loss: 0.0311483 | val_loss: 0.0311589 | Time: 5469.71 ms [2022-03-09 08:38:32 main:574] : INFO : Epoch 2022 | loss: 0.0311476 | val_loss: 0.0311611 | Time: 5614.49 ms [2022-03-09 08:38:38 main:574] : INFO : Epoch 2023 | loss: 0.031148 | val_loss: 0.0311615 | Time: 5441.59 ms [2022-03-09 08:38:44 main:574] : INFO : Epoch 2024 | loss: 0.031147 | val_loss: 0.0311602 | Time: 6193.78 ms [2022-03-09 08:38:49 main:574] : INFO : Epoch 2025 | loss: 0.0311471 | val_loss: 0.0311578 | Time: 5429.52 ms [2022-03-09 08:38:55 main:574] : INFO : Epoch 2026 | loss: 0.031146 | val_loss: 0.0311596 | Time: 5392.72 ms [2022-03-09 08:39:00 main:574] : INFO : Epoch 2027 | loss: 0.0311493 | val_loss: 0.0311604 | Time: 5498.47 ms [2022-03-09 08:39:06 main:574] : INFO : Epoch 2028 | loss: 0.0311491 | val_loss: 0.0311604 | Time: 5457.62 ms [2022-03-09 08:39:11 main:574] : INFO : Epoch 2029 | loss: 0.0311466 | val_loss: 0.0311621 | Time: 5452.18 ms [2022-03-09 08:39:17 main:574] : INFO : Epoch 2030 | loss: 0.0311454 | val_loss: 0.0311603 | Time: 5474.8 ms [2022-03-09 08:39:22 main:574] : INFO : Epoch 2031 | loss: 0.0311467 | val_loss: 0.0311588 | Time: 5442.19 ms [2022-03-09 08:39:28 main:574] : INFO : Epoch 2032 | loss: 0.0311469 | val_loss: 0.0311622 | Time: 5460.08 ms [2022-03-09 08:39:33 main:574] : INFO : Epoch 2033 | loss: 0.0311468 | val_loss: 0.0311592 | Time: 5417.83 ms [2022-03-09 08:39:38 main:574] : INFO : Epoch 2034 | loss: 0.0311463 | val_loss: 0.0311628 | Time: 5426.91 ms [2022-03-09 08:39:44 main:574] : INFO : Epoch 2035 | loss: 0.0311501 | val_loss: 0.0311568 | Time: 5691.13 ms [2022-03-09 08:39:50 main:574] : INFO : Epoch 2036 | loss: 0.0311475 | val_loss: 0.0311615 | Time: 5484.92 ms [2022-03-09 08:39:55 main:574] : INFO : Epoch 2037 | loss: 0.031146 | val_loss: 0.0311635 | Time: 5413.53 ms [2022-03-09 08:40:00 main:574] : INFO : Epoch 2038 | loss: 0.0311436 | val_loss: 0.0311591 | Time: 5445.18 ms [2022-03-09 08:40:06 main:574] : INFO : Epoch 2039 | loss: 0.0311435 | val_loss: 0.0311602 | Time: 5493.03 ms [2022-03-09 08:40:11 main:574] : INFO : Epoch 2040 | loss: 0.0311452 | val_loss: 0.0311585 | Time: 5448.08 ms [2022-03-09 08:40:17 main:574] : INFO : Epoch 2041 | loss: 0.0311462 | val_loss: 0.0311581 | Time: 5361.34 ms [2022-03-09 08:40:22 main:574] : INFO : Epoch 2042 | loss: 0.0311444 | val_loss: 0.0311583 | Time: 5424.88 ms [2022-03-09 08:40:28 main:574] : INFO : Epoch 2043 | loss: 0.0311425 | val_loss: 0.0311614 | Time: 5403.27 ms [2022-03-09 08:40:33 main:574] : INFO : Epoch 2044 | loss: 0.0311434 | val_loss: 0.0311661 | Time: 5421.33 ms [2022-03-09 08:40:39 main:574] : INFO : Epoch 2045 | loss: 0.0311446 | val_loss: 0.0311585 | Time: 5448.39 ms [2022-03-09 08:40:44 main:574] : INFO : Epoch 2046 | loss: 0.031145 | val_loss: 0.0311642 | Time: 5470.72 ms [2022-03-09 08:40:49 main:574] : INFO : Epoch 2047 | loss: 0.0311495 | val_loss: 0.0311567 | Time: 5397.76 ms [2022-03-09 08:40:55 main:574] : INFO : Epoch 2048 | loss: 0.0311481 | val_loss: 0.031165 | Time: 5438.28 ms [2022-03-09 08:40:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031165 [2022-03-09 08:40:55 main:603] : INFO : Saving end state to config to file [2022-03-09 08:40:55 main:608] : INFO : Success, exiting.. 08:40:55 (19904): 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)