Task 12982513
| Name | ParityModified-1647040868-6594-1-0_0 |
| Workunit | 10113794 |
| Created | 12 Mar 2022, 6:04:18 UTC |
| Sent | 21 Mar 2022, 6:24:05 UTC |
| Report deadline | 29 Mar 2022, 6:24:05 UTC |
| Received | 21 Mar 2022, 12:46:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18317 |
| Run time | 3 hours 2 min 16 sec |
| CPU time | 2 hours 51 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 882.14 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> s [2022-03-21 13:01:28 main:574] : INFO : Epoch 1542 | loss: 0.031154 | val_loss: 0.0311682 | Time: 5331.76 ms [2022-03-21 13:01:33 main:574] : INFO : Epoch 1543 | loss: 0.0311534 | val_loss: 0.0311696 | Time: 5324.3 ms [2022-03-21 13:01:38 main:574] : INFO : Epoch 1544 | loss: 0.0311537 | val_loss: 0.0311696 | Time: 5336.72 ms [2022-03-21 13:01:44 main:574] : INFO : Epoch 1545 | loss: 0.031154 | val_loss: 0.0311684 | Time: 5327.49 ms [2022-03-21 13:01:49 main:574] : INFO : Epoch 1546 | loss: 0.0311536 | val_loss: 0.0311663 | Time: 5331.41 ms [2022-03-21 13:01:54 main:574] : INFO : Epoch 1547 | loss: 0.0311539 | val_loss: 0.0311663 | Time: 5327.4 ms [2022-03-21 13:02:00 main:574] : INFO : Epoch 1548 | loss: 0.0311548 | val_loss: 0.0311683 | Time: 5331.58 ms [2022-03-21 13:02:05 main:574] : INFO : Epoch 1549 | loss: 0.0311537 | val_loss: 0.0311673 | Time: 5325.95 ms [2022-03-21 13:02:10 main:574] : INFO : Epoch 1550 | loss: 0.0311552 | val_loss: 0.0311666 | Time: 5326.52 ms [2022-03-21 13:02:16 main:574] : INFO : Epoch 1551 | loss: 0.0311572 | val_loss: 0.0311667 | Time: 5330.33 ms [2022-03-21 13:02:21 main:574] : INFO : Epoch 1552 | loss: 0.0311573 | val_loss: 0.0311645 | Time: 5327.86 ms [2022-03-21 13:02:26 main:574] : INFO : Epoch 1553 | loss: 0.0311565 | val_loss: 0.0311632 | Time: 5325.11 ms [2022-03-21 13:02:32 main:574] : INFO : Epoch 1554 | loss: 0.0311542 | val_loss: 0.031166 | Time: 5326.02 ms [2022-03-21 13:02:37 main:574] : INFO : Epoch 1555 | loss: 0.0311553 | val_loss: 0.0311645 | Time: 5326.03 ms [2022-03-21 13:02:42 main:574] : INFO : Epoch 1556 | loss: 0.0311537 | val_loss: 0.0311637 | Time: 5322.64 ms [2022-03-21 13:02:48 main:574] : INFO : Epoch 1557 | loss: 0.0311534 | val_loss: 0.031165 | Time: 5326.22 ms [2022-03-21 13:02:53 main:574] : INFO : Epoch 1558 | loss: 0.0311546 | val_loss: 0.0311643 | Time: 5329.94 ms [2022-03-21 13:02:58 main:574] : INFO : Epoch 1559 | loss: 0.0311544 | val_loss: 0.0311626 | Time: 5321.28 ms [2022-03-21 13:03:04 main:574] : INFO : Epoch 1560 | loss: 0.031155 | val_loss: 0.0311671 | Time: 5326.04 ms [2022-03-21 13:03:09 main:574] : INFO : Epoch 1561 | loss: 0.0311599 | val_loss: 0.0311657 | Time: 5324.59 ms [2022-03-21 13:03:14 main:574] : INFO : Epoch 1562 | loss: 0.0311622 | val_loss: 0.0311662 | Time: 5322.69 ms [2022-03-21 13:03:20 main:574] : INFO : Epoch 1563 | loss: 0.0311586 | val_loss: 0.0311639 | Time: 5322.93 ms [2022-03-21 13:03:25 main:574] : INFO : Epoch 1564 | loss: 0.0311573 | val_loss: 0.0311638 | Time: 5322.03 ms [2022-03-21 13:03:30 main:574] : INFO : Epoch 1565 | loss: 0.0311555 | val_loss: 0.0311661 | Time: 5333.63 ms [2022-03-21 13:03:36 main:574] : INFO : Epoch 1566 | loss: 0.0311555 | val_loss: 0.0311683 | Time: 5329.17 ms [2022-03-21 13:03:41 main:574] : INFO : Epoch 1567 | loss: 0.0311554 | val_loss: 0.0311621 | Time: 5324.84 ms [2022-03-21 13:03:46 main:574] : INFO : Epoch 1568 | loss: 0.031154 | val_loss: 0.0311642 | Time: 5325.97 ms [2022-03-21 13:03:52 main:574] : INFO : Epoch 1569 | loss: 0.0311589 | val_loss: 0.0311662 | Time: 5325.13 ms [2022-03-21 13:03:57 main:574] : INFO : Epoch 1570 | loss: 0.0311615 | val_loss: 0.0311678 | Time: 5322.5 ms [2022-03-21 13:04:02 main:574] : INFO : Epoch 1571 | loss: 0.0311626 | val_loss: 0.0311643 | Time: 5334.37 ms [2022-03-21 13:04:08 main:574] : INFO : Epoch 1572 | loss: 0.031163 | val_loss: 0.0311646 | Time: 5334.05 ms [2022-03-21 13:04:13 main:574] : INFO : Epoch 1573 | loss: 0.0311605 | val_loss: 0.0311655 | Time: 5328.69 ms [2022-03-21 13:04:18 main:574] : INFO : Epoch 1574 | loss: 0.0311608 | val_loss: 0.0311629 | Time: 5323.95 ms [2022-03-21 13:04:24 main:574] : INFO : Epoch 1575 | loss: 0.0311602 | val_loss: 0.0311628 | Time: 5323.11 ms [2022-03-21 13:04:29 main:574] : INFO : Epoch 1576 | loss: 0.0311604 | val_loss: 0.0311599 | Time: 5321.74 ms [2022-03-21 13:04:34 main:574] : INFO : Epoch 1577 | loss: 0.0311591 | val_loss: 0.031159 | Time: 5333.6 ms [2022-03-21 13:04:40 main:574] : INFO : Epoch 1578 | loss: 0.0311581 | val_loss: 0.0311597 | Time: 5327 ms [2022-03-21 13:04:45 main:574] : INFO : Epoch 1579 | loss: 0.0311572 | val_loss: 0.0311618 | Time: 5367.01 ms [2022-03-21 13:04:50 main:574] : INFO : Epoch 1580 | loss: 0.031157 | val_loss: 0.0311587 | Time: 5324.49 ms [2022-03-21 13:04:56 main:574] : INFO : Epoch 1581 | loss: 0.0311551 | val_loss: 0.0311608 | Time: 5326.67 ms [2022-03-21 13:05:01 main:574] : INFO : Epoch 1582 | loss: 0.0311551 | val_loss: 0.03116 | Time: 5318.62 ms [2022-03-21 13:05:06 main:574] : INFO : Epoch 1583 | loss: 0.031153 | val_loss: 0.0311603 | Time: 5328.24 ms [2022-03-21 13:05:12 main:574] : INFO : Epoch 1584 | loss: 0.0311526 | val_loss: 0.0311604 | Time: 5333.25 ms [2022-03-21 13:05:17 main:574] : INFO : Epoch 1585 | loss: 0.0311539 | val_loss: 0.0311597 | Time: 5328.88 ms [2022-03-21 13:05:22 main:574] : INFO : Epoch 1586 | loss: 0.0311559 | val_loss: 0.0311625 | Time: 5326.47 ms [2022-03-21 13:05:28 main:574] : INFO : Epoch 1587 | loss: 0.031157 | val_loss: 0.0311622 | Time: 5330.86 ms [2022-03-21 13:05:33 main:574] : INFO : Epoch 1588 | loss: 0.0311554 | val_loss: 0.0311604 | Time: 5328.3 ms [2022-03-21 13:05:38 main:574] : INFO : Epoch 1589 | loss: 0.0311546 | val_loss: 0.0311652 | Time: 5325.68 ms [2022-03-21 13:05:44 main:574] : INFO : Epoch 1590 | loss: 0.031156 | val_loss: 0.0311644 | Time: 5332.67 ms [2022-03-21 13:05:49 main:574] : INFO : Epoch 1591 | loss: 0.0311548 | val_loss: 0.031159 | Time: 5330.08 ms [2022-03-21 13:05:54 main:574] : INFO : Epoch 1592 | loss: 0.0311545 | val_loss: 0.0311608 | Time: 5328.69 ms [2022-03-21 13:06:00 main:574] : INFO : Epoch 1593 | loss: 0.0311582 | val_loss: 0.0311602 | Time: 5332.38 ms [2022-03-21 13:06:05 main:574] : INFO : Epoch 1594 | loss: 0.0311566 | val_loss: 0.0311594 | Time: 5323.9 ms [2022-03-21 13:06:10 main:574] : INFO : Epoch 1595 | loss: 0.0311555 | val_loss: 0.0311552 | Time: 5326.2 ms [2022-03-21 13:06:16 main:574] : INFO : Epoch 1596 | loss: 0.0311537 | val_loss: 0.0311584 | Time: 5331.3 ms [2022-03-21 13:06:21 main:574] : INFO : Epoch 1597 | loss: 0.0311547 | val_loss: 0.0311615 | Time: 5328.23 ms [2022-03-21 13:06:26 main:574] : INFO : Epoch 1598 | loss: 0.0311602 | val_loss: 0.0311641 | Time: 5325.32 ms [2022-03-21 13:06:32 main:574] : INFO : Epoch 1599 | loss: 0.0311613 | val_loss: 0.0311642 | Time: 5322.66 ms [2022-03-21 13:06:37 main:574] : INFO : Epoch 1600 | loss: 0.0311592 | val_loss: 0.031165 | Time: 5332.82 ms [2022-03-21 13:06:42 main:574] : INFO : Epoch 1601 | loss: 0.031158 | val_loss: 0.0311645 | Time: 5323.15 ms [2022-03-21 13:06:48 main:574] : INFO : Epoch 1602 | loss: 0.0311573 | val_loss: 0.0311635 | Time: 5334.92 ms [2022-03-21 13:06:53 main:574] : INFO : Epoch 1603 | loss: 0.0311588 | val_loss: 0.0311643 | Time: 5326.59 ms [2022-03-21 13:06:58 main:574] : INFO : Epoch 1604 | loss: 0.0311574 | val_loss: 0.03116 | Time: 5327.56 ms [2022-03-21 13:07:04 main:574] : INFO : Epoch 1605 | loss: 0.0311578 | val_loss: 0.031165 | Time: 5326.11 ms [2022-03-21 13:07:09 main:574] : INFO : Epoch 1606 | loss: 0.0311556 | val_loss: 0.0311613 | Time: 5327.43 ms [2022-03-21 13:07:14 main:574] : INFO : Epoch 1607 | loss: 0.0311534 | val_loss: 0.0311613 | Time: 5336.04 ms [2022-03-21 13:07:20 main:574] : INFO : Epoch 1608 | loss: 0.031153 | val_loss: 0.0311613 | Time: 5335.06 ms [2022-03-21 13:07:25 main:574] : INFO : Epoch 1609 | loss: 0.0311523 | val_loss: 0.0311613 | Time: 5329.57 ms [2022-03-21 13:07:30 main:574] : INFO : Epoch 1610 | loss: 0.031153 | val_loss: 0.0311658 | Time: 5331.17 ms [2022-03-21 13:07:36 main:574] : INFO : Epoch 1611 | loss: 0.0311529 | val_loss: 0.0311612 | Time: 5322.65 ms [2022-03-21 13:07:41 main:574] : INFO : Epoch 1612 | loss: 0.0311514 | val_loss: 0.031163 | Time: 5320.8 ms [2022-03-21 13:07:46 main:574] : INFO : Epoch 1613 | loss: 0.0311539 | val_loss: 0.0311652 | Time: 5317.83 ms [2022-03-21 13:07:52 main:574] : INFO : Epoch 1614 | loss: 0.0311643 | val_loss: 0.0311641 | Time: 5335.84 ms [2022-03-21 13:07:57 main:574] : INFO : Epoch 1615 | loss: 0.0311626 | val_loss: 0.0311627 | Time: 5327.32 ms [2022-03-21 13:08:02 main:574] : INFO : Epoch 1616 | loss: 0.0311612 | val_loss: 0.0311618 | Time: 5324.12 ms [2022-03-21 13:08:08 main:574] : INFO : Epoch 1617 | loss: 0.0311618 | val_loss: 0.0311613 | Time: 5326.63 ms [2022-03-21 13:08:13 main:574] : INFO : Epoch 1618 | loss: 0.0311613 | val_loss: 0.0311649 | Time: 5328.32 ms [2022-03-21 13:08:18 main:574] : INFO : Epoch 1619 | loss: 0.0311618 | val_loss: 0.031163 | Time: 5322.87 ms [2022-03-21 13:08:24 main:574] : INFO : Epoch 1620 | loss: 0.0311623 | val_loss: 0.0311685 | Time: 5328.35 ms [2022-03-21 13:08:29 main:574] : INFO : Epoch 1621 | loss: 0.0311631 | val_loss: 0.0311625 | Time: 5323.49 ms [2022-03-21 13:08:34 main:574] : INFO : Epoch 1622 | loss: 0.0311629 | val_loss: 0.031165 | Time: 5330.2 ms [2022-03-21 13:08:40 main:574] : INFO : Epoch 1623 | loss: 0.0311638 | val_loss: 0.0311644 | Time: 5324.68 ms [2022-03-21 13:08:45 main:574] : INFO : Epoch 1624 | loss: 0.0311684 | val_loss: 0.0311717 | Time: 5325.54 ms [2022-03-21 13:08:50 main:574] : INFO : Epoch 1625 | loss: 0.031172 | val_loss: 0.031173 | Time: 5325.78 ms [2022-03-21 13:08:56 main:574] : INFO : Epoch 1626 | loss: 0.0311726 | val_loss: 0.031173 | Time: 5332 ms [2022-03-21 13:09:01 main:574] : INFO : Epoch 1627 | loss: 0.0311699 | val_loss: 0.0311715 | Time: 5321.57 ms [2022-03-21 13:09:06 main:574] : INFO : Epoch 1628 | loss: 0.0311688 | val_loss: 0.0311714 | Time: 5336.03 ms [2022-03-21 13:09:12 main:574] : INFO : Epoch 1629 | loss: 0.0311679 | val_loss: 0.0311691 | Time: 5335.45 ms [2022-03-21 13:09:17 main:574] : INFO : Epoch 1630 | loss: 0.031166 | val_loss: 0.0311673 | Time: 5322.35 ms [2022-03-21 13:09:22 main:574] : INFO : Epoch 1631 | loss: 0.0311646 | val_loss: 0.0311678 | Time: 5323.05 ms [2022-03-21 13:09:28 main:574] : INFO : Epoch 1632 | loss: 0.0311655 | val_loss: 0.0311687 | Time: 5329.6 ms [2022-03-21 13:09:33 main:574] : INFO : Epoch 1633 | loss: 0.0311692 | val_loss: 0.0311723 | Time: 5331.82 ms [2022-03-21 13:09:38 main:574] : INFO : Epoch 1634 | loss: 0.0311711 | val_loss: 0.0311679 | Time: 5322.85 ms [2022-03-21 13:09:44 main:574] : INFO : Epoch 1635 | loss: 0.031169 | val_loss: 0.0311669 | Time: 5333.56 ms [2022-03-21 13:09:49 main:574] : INFO : Epoch 1636 | loss: 0.0311657 | val_loss: 0.0311685 | Time: 5326.39 ms [2022-03-21 13:09:54 main:574] : INFO : Epoch 1637 | loss: 0.0311644 | val_loss: 0.0311672 | Time: 5325.55 ms [2022-03-21 13:10:00 main:574] : INFO : Epoch 1638 | loss: 0.0311636 | val_loss: 0.0311666 | Time: 5415.36 ms [2022-03-21 13:10:05 main:574] : INFO : Epoch 1639 | loss: 0.0311655 | val_loss: 0.0311638 | Time: 5333.07 ms [2022-03-21 13:10:10 main:574] : INFO : Epoch 1640 | loss: 0.0311653 | val_loss: 0.0311668 | Time: 5329.75 ms [2022-03-21 13:10:16 main:574] : INFO : Epoch 1641 | loss: 0.0311636 | val_loss: 0.0311657 | Time: 5327.6 ms [2022-03-21 13:10:21 main:574] : INFO : Epoch 1642 | loss: 0.0311652 | val_loss: 0.0311646 | Time: 5333.28 ms [2022-03-21 13:10:26 main:574] : INFO : Epoch 1643 | loss: 0.031165 | val_loss: 0.0311662 | Time: 5327 ms [2022-03-21 13:10:32 main:574] : INFO : Epoch 1644 | loss: 0.0311635 | val_loss: 0.0311651 | Time: 5322.54 ms [2022-03-21 13:10:37 main:574] : INFO : Epoch 1645 | loss: 0.0311598 | val_loss: 0.0311647 | Time: 5323.37 ms [2022-03-21 13:10:42 main:574] : INFO : Epoch 1646 | loss: 0.0311591 | val_loss: 0.0311662 | Time: 5326.43 ms [2022-03-21 13:10:48 main:574] : INFO : Epoch 1647 | loss: 0.0311587 | val_loss: 0.0311645 | Time: 5321.7 ms [2022-03-21 13:10:53 main:574] : INFO : Epoch 1648 | loss: 0.0311575 | val_loss: 0.031166 | Time: 5319.34 ms [2022-03-21 13:10:58 main:574] : INFO : Epoch 1649 | loss: 0.0311602 | val_loss: 0.0311644 | Time: 5335.67 ms [2022-03-21 13:11:04 main:574] : INFO : Epoch 1650 | loss: 0.03116 | val_loss: 0.0311662 | Time: 5337.96 ms [2022-03-21 13:11:09 main:574] : INFO : Epoch 1651 | loss: 0.0311598 | val_loss: 0.0311663 | Time: 5321.31 ms [2022-03-21 13:11:14 main:574] : INFO : Epoch 1652 | loss: 0.0311582 | val_loss: 0.0311651 | Time: 5322.5 ms [2022-03-21 13:11:20 main:574] : INFO : Epoch 1653 | loss: 0.0311572 | val_loss: 0.0311643 | Time: 5334.17 ms [2022-03-21 13:11:25 main:574] : INFO : Epoch 1654 | loss: 0.0311581 | val_loss: 0.0311641 | Time: 5328.54 ms [2022-03-21 13:11:30 main:574] : INFO : Epoch 1655 | loss: 0.0311593 | val_loss: 0.0311662 | Time: 5323.69 ms [2022-03-21 13:11:36 main:574] : INFO : Epoch 1656 | loss: 0.031162 | val_loss: 0.0311683 | Time: 5334.82 ms [2022-03-21 13:11:41 main:574] : INFO : Epoch 1657 | loss: 0.0311717 | val_loss: 0.0311737 | Time: 5336.77 ms [2022-03-21 13:11:46 main:574] : INFO : Epoch 1658 | loss: 0.0311756 | val_loss: 0.0311818 | Time: 5324.83 ms [2022-03-21 13:11:52 main:574] : INFO : Epoch 1659 | loss: 0.0311846 | val_loss: 0.0311838 | Time: 5327.1 ms [2022-03-21 13:11:57 main:574] : INFO : Epoch 1660 | loss: 0.0311865 | val_loss: 0.0311851 | Time: 5327.89 ms [2022-03-21 13:12:02 main:574] : INFO : Epoch 1661 | loss: 0.0311934 | val_loss: 0.0311967 | Time: 5325.02 ms [2022-03-21 13:12:08 main:574] : INFO : Epoch 1662 | loss: 0.0311968 | val_loss: 0.0311943 | Time: 5326.49 ms [2022-03-21 13:12:13 main:574] : INFO : Epoch 1663 | loss: 0.0311945 | val_loss: 0.0311921 | Time: 5332.89 ms [2022-03-21 13:12:18 main:574] : INFO : Epoch 1664 | loss: 0.031196 | val_loss: 0.0311911 | Time: 5323.89 ms [2022-03-21 13:12:24 main:574] : INFO : Epoch 1665 | loss: 0.031195 | val_loss: 0.0311915 | Time: 5322.79 ms [2022-03-21 13:12:29 main:574] : INFO : Epoch 1666 | loss: 0.0311943 | val_loss: 0.0311912 | Time: 5327.28 ms [2022-03-21 13:12:34 main:574] : INFO : Epoch 1667 | loss: 0.0311937 | val_loss: 0.031191 | Time: 5333.15 ms [2022-03-21 13:12:40 main:574] : INFO : Epoch 1668 | loss: 0.0311926 | val_loss: 0.0311896 | Time: 5328.65 ms [2022-03-21 13:12:45 main:574] : INFO : Epoch 1669 | loss: 0.0311922 | val_loss: 0.0311902 | Time: 5332.23 ms [2022-03-21 13:12:50 main:574] : INFO : Epoch 1670 | loss: 0.0311909 | val_loss: 0.0311903 | Time: 5331.43 ms [2022-03-21 13:12:56 main:574] : INFO : Epoch 1671 | loss: 0.0311907 | val_loss: 0.0311887 | Time: 5326.46 ms [2022-03-21 13:13:01 main:574] : INFO : Epoch 1672 | loss: 0.0311915 | val_loss: 0.0311907 | Time: 5322.67 ms [2022-03-21 13:13:06 main:574] : INFO : Epoch 1673 | loss: 0.0311914 | val_loss: 0.0311895 | Time: 5320.87 ms [2022-03-21 13:13:12 main:574] : INFO : Epoch 1674 | loss: 0.03119 | val_loss: 0.0311944 | Time: 5336.17 ms [2022-03-21 13:13:17 main:574] : INFO : Epoch 1675 | loss: 0.0311908 | val_loss: 0.0311875 | Time: 5320.7 ms [2022-03-21 13:13:22 main:574] : INFO : Epoch 1676 | loss: 0.0311882 | val_loss: 0.0311875 | Time: 5334.29 ms [2022-03-21 13:13:28 main:574] : INFO : Epoch 1677 | loss: 0.0311876 | val_loss: 0.0311885 | Time: 5330.9 ms [2022-03-21 13:13:33 main:574] : INFO : Epoch 1678 | loss: 0.0311879 | val_loss: 0.0311918 | Time: 5329.02 ms [2022-03-21 13:13:38 main:574] : INFO : Epoch 1679 | loss: 0.0311879 | val_loss: 0.0311881 | Time: 5324.35 ms [2022-03-21 13:13:44 main:574] : INFO : Epoch 1680 | loss: 0.0311873 | val_loss: 0.0311875 | Time: 5328.66 ms [2022-03-21 13:13:49 main:574] : INFO : Epoch 1681 | loss: 0.0311866 | val_loss: 0.031187 | Time: 5325.4 ms [2022-03-21 13:13:54 main:574] : INFO : Epoch 1682 | loss: 0.0311866 | val_loss: 0.0311881 | Time: 5324.31 ms [2022-03-21 13:14:00 main:574] : INFO : Epoch 1683 | loss: 0.0311871 | val_loss: 0.0311873 | Time: 5323.47 ms [2022-03-21 13:14:05 main:574] : INFO : Epoch 1684 | loss: 0.0311859 | val_loss: 0.0311867 | Time: 5333.36 ms [2022-03-21 13:14:10 main:574] : INFO : Epoch 1685 | loss: 0.031186 | val_loss: 0.0311893 | Time: 5324.5 ms [2022-03-21 13:14:16 main:574] : INFO : Epoch 1686 | loss: 0.0311888 | val_loss: 0.0311873 | Time: 5327.63 ms [2022-03-21 13:14:21 main:574] : INFO : Epoch 1687 | loss: 0.0311883 | val_loss: 0.0311862 | Time: 5319.12 ms [2022-03-21 13:14:26 main:574] : INFO : Epoch 1688 | loss: 0.0311862 | val_loss: 0.0311861 | Time: 5358.39 ms [2022-03-21 13:14:32 main:574] : INFO : Epoch 1689 | loss: 0.0311858 | val_loss: 0.0311863 | Time: 5324.64 ms [2022-03-21 13:14:37 main:574] : INFO : Epoch 1690 | loss: 0.0311858 | val_loss: 0.0311867 | Time: 5332.3 ms [2022-03-21 13:14:42 main:574] : INFO : Epoch 1691 | loss: 0.0311875 | val_loss: 0.0311893 | Time: 5330.44 ms [2022-03-21 13:14:48 main:574] : INFO : Epoch 1692 | loss: 0.0311913 | val_loss: 0.0311962 | Time: 5340.89 ms [2022-03-21 13:14:53 main:574] : INFO : Epoch 1693 | loss: 0.0311952 | val_loss: 0.0311896 | Time: 5327.96 ms [2022-03-21 13:14:58 main:574] : INFO : Epoch 1694 | loss: 0.0311917 | val_loss: 0.031189 | Time: 5324.09 ms [2022-03-21 13:15:04 main:574] : INFO : Epoch 1695 | loss: 0.0311916 | val_loss: 0.0311888 | Time: 5326.61 ms [2022-03-21 13:15:09 main:574] : INFO : Epoch 1696 | loss: 0.0311924 | val_loss: 0.0311898 | Time: 5335.36 ms [2022-03-21 13:15:14 main:574] : INFO : Epoch 1697 | loss: 0.0311893 | val_loss: 0.0311882 | Time: 5326.71 ms [2022-03-21 13:15:20 main:574] : INFO : Epoch 1698 | loss: 0.031189 | val_loss: 0.0311891 | Time: 5327.28 ms [2022-03-21 13:15:25 main:574] : INFO : Epoch 1699 | loss: 0.03119 | val_loss: 0.0311883 | Time: 5331.29 ms [2022-03-21 13:15:30 main:574] : INFO : Epoch 1700 | loss: 0.0311902 | val_loss: 0.0311901 | Time: 5327.35 ms [2022-03-21 13:15:36 main:574] : INFO : Epoch 1701 | loss: 0.0311871 | val_loss: 0.0311873 | Time: 5322.68 ms [2022-03-21 13:15:41 main:574] : INFO : Epoch 1702 | loss: 0.0311895 | val_loss: 0.0311922 | Time: 5325.9 ms [2022-03-21 13:15:46 main:574] : INFO : Epoch 1703 | loss: 0.0311897 | val_loss: 0.0311885 | Time: 5323.49 ms [2022-03-21 13:15:52 main:574] : INFO : Epoch 1704 | loss: 0.0311866 | val_loss: 0.0311872 | Time: 5334.16 ms [2022-03-21 13:15:57 main:574] : INFO : Epoch 1705 | loss: 0.0311855 | val_loss: 0.031194 | Time: 5333.51 ms [2022-03-21 13:16:02 main:574] : INFO : Epoch 1706 | loss: 0.0311876 | val_loss: 0.0311909 | Time: 5332.09 ms [2022-03-21 13:16:08 main:574] : INFO : Epoch 1707 | loss: 0.0311864 | val_loss: 0.0311869 | Time: 5325.3 ms [2022-03-21 13:16:13 main:574] : INFO : Epoch 1708 | loss: 0.0311847 | val_loss: 0.0311869 | Time: 5323.14 ms [2022-03-21 13:16:18 main:574] : INFO : Epoch 1709 | loss: 0.0311853 | val_loss: 0.0311884 | Time: 5330.62 ms [2022-03-21 13:16:24 main:574] : INFO : Epoch 1710 | loss: 0.0311856 | val_loss: 0.0311882 | Time: 5330.81 ms [2022-03-21 13:16:29 main:574] : INFO : Epoch 1711 | loss: 0.0311844 | val_loss: 0.0311874 | Time: 5328.65 ms [2022-03-21 13:16:34 main:574] : INFO : Epoch 1712 | loss: 0.0311845 | val_loss: 0.0311888 | Time: 5337.94 ms [2022-03-21 13:16:40 main:574] : INFO : Epoch 1713 | loss: 0.0311849 | val_loss: 0.0311873 | Time: 5327.81 ms [2022-03-21 13:16:45 main:574] : INFO : Epoch 1714 | loss: 0.0311837 | val_loss: 0.0311868 | Time: 5328.4 ms [2022-03-21 13:16:50 main:574] : INFO : Epoch 1715 | loss: 0.031183 | val_loss: 0.0311877 | Time: 5322.25 ms [2022-03-21 13:16:56 main:574] : INFO : Epoch 1716 | loss: 0.0311836 | val_loss: 0.0311888 | Time: 5329.75 ms [2022-03-21 13:17:01 main:574] : INFO : Epoch 1717 | loss: 0.0311833 | val_loss: 0.0311886 | Time: 5325.73 ms [2022-03-21 13:17:06 main:574] : INFO : Epoch 1718 | loss: 0.0311842 | val_loss: 0.0311875 | Time: 5325.86 ms [2022-03-21 13:17:12 main:574] : INFO : Epoch 1719 | loss: 0.0311824 | val_loss: 0.031187 | Time: 5339.38 ms [2022-03-21 13:17:17 main:574] : INFO : Epoch 1720 | loss: 0.0311818 | val_loss: 0.0311875 | Time: 5319.05 ms [2022-03-21 13:17:22 main:574] : INFO : Epoch 1721 | loss: 0.031182 | val_loss: 0.0311867 | Time: 5325.51 ms [2022-03-21 13:17:28 main:574] : INFO : Epoch 1722 | loss: 0.0311816 | val_loss: 0.0311871 | Time: 5321.15 ms [2022-03-21 13:17:33 main:574] : INFO : Epoch 1723 | loss: 0.0311823 | val_loss: 0.0311872 | Time: 5335.93 ms [2022-03-21 13:17:38 main:574] : INFO : Epoch 1724 | loss: 0.031182 | val_loss: 0.0311869 | Time: 5321.96 ms [2022-03-21 13:17:44 main:574] : INFO : Epoch 1725 | loss: 0.0311807 | val_loss: 0.0311863 | Time: 5325.12 ms [2022-03-21 13:17:49 main:574] : INFO : Epoch 1726 | loss: 0.031182 | val_loss: 0.0311868 | Time: 5337.59 ms [2022-03-21 13:17:54 main:574] : INFO : Epoch 1727 | loss: 0.031181 | val_loss: 0.0311861 | Time: 5337.36 ms [2022-03-21 13:18:00 main:574] : INFO : Epoch 1728 | loss: 0.0311802 | val_loss: 0.0311892 | Time: 5325.06 ms [2022-03-21 13:18:05 main:574] : INFO : Epoch 1729 | loss: 0.0311813 | val_loss: 0.0311871 | Time: 5327.67 ms [2022-03-21 13:18:10 main:574] : INFO : Epoch 1730 | loss: 0.0311811 | val_loss: 0.0311874 | Time: 5328.74 ms [2022-03-21 13:18:16 main:574] : INFO : Epoch 1731 | loss: 0.0311798 | val_loss: 0.0311869 | Time: 5324.83 ms [2022-03-21 13:18:21 main:574] : INFO : Epoch 1732 | loss: 0.0311798 | val_loss: 0.0311866 | Time: 5335.37 ms [2022-03-21 13:18:26 main:574] : INFO : Epoch 1733 | loss: 0.03118 | val_loss: 0.031189 | Time: 5324.09 ms [2022-03-21 13:18:32 main:574] : INFO : Epoch 1734 | loss: 0.0311794 | val_loss: 0.0311878 | Time: 5331.56 ms [2022-03-21 13:18:37 main:574] : INFO : Epoch 1735 | loss: 0.0311787 | val_loss: 0.0311862 | Time: 5320.98 ms [2022-03-21 13:18:42 main:574] : INFO : Epoch 1736 | loss: 0.0311784 | val_loss: 0.0311858 | Time: 5329.64 ms [2022-03-21 13:18:48 main:574] : INFO : Epoch 1737 | loss: 0.0311786 | val_loss: 0.0311888 | Time: 5330.85 ms [2022-03-21 13:18:53 main:574] : INFO : Epoch 1738 | loss: 0.0311808 | val_loss: 0.0311903 | Time: 5330.28 ms [2022-03-21 13:18:58 main:574] : INFO : Epoch 1739 | loss: 0.0311787 | val_loss: 0.0311854 | Time: 5327 ms [2022-03-21 13:19:04 main:574] : INFO : Epoch 1740 | loss: 0.0311785 | val_loss: 0.0311873 | Time: 5335.89 ms [2022-03-21 13:19:09 main:574] : INFO : Epoch 1741 | loss: 0.0311808 | val_loss: 0.0311873 | Time: 5330.39 ms [2022-03-21 13:19:14 main:574] : INFO : Epoch 1742 | loss: 0.0311791 | val_loss: 0.0311861 | Time: 5331.58 ms [2022-03-21 13:19:20 main:574] : INFO : Epoch 1743 | loss: 0.0311786 | val_loss: 0.031187 | Time: 5322.55 ms [2022-03-21 13:19:25 main:574] : INFO : Epoch 1744 | loss: 0.0311784 | val_loss: 0.0311889 | Time: 5326.14 ms [2022-03-21 13:19:30 main:574] : INFO : Epoch 1745 | loss: 0.0311787 | val_loss: 0.0311872 | Time: 5327.25 ms [2022-03-21 13:19:36 main:574] : INFO : Epoch 1746 | loss: 0.0311802 | val_loss: 0.0311935 | Time: 5325.86 ms [2022-03-21 13:19:41 main:574] : INFO : Epoch 1747 | loss: 0.0311825 | val_loss: 0.0311915 | Time: 5328.85 ms [2022-03-21 13:19:46 main:574] : INFO : Epoch 1748 | loss: 0.0311817 | val_loss: 0.0311867 | Time: 5331.27 ms [2022-03-21 13:19:52 main:574] : INFO : Epoch 1749 | loss: 0.0311791 | val_loss: 0.0311861 | Time: 5329.48 ms [2022-03-21 13:19:57 main:574] : INFO : Epoch 1750 | loss: 0.0311771 | val_loss: 0.0311878 | Time: 5333.02 ms [2022-03-21 13:20:02 main:574] : INFO : Epoch 1751 | loss: 0.0311785 | val_loss: 0.0311878 | Time: 5328.7 ms [2022-03-21 13:20:08 main:574] : INFO : Epoch 1752 | loss: 0.0311782 | val_loss: 0.0311866 | Time: 5333.76 ms [2022-03-21 13:20:13 main:574] : INFO : Epoch 1753 | loss: 0.0311768 | val_loss: 0.0311861 | Time: 5328.18 ms [2022-03-21 13:20:18 main:574] : INFO : Epoch 1754 | loss: 0.0311776 | val_loss: 0.0311896 | Time: 5336.16 ms [2022-03-21 13:20:24 main:574] : INFO : Epoch 1755 | loss: 0.0311775 | val_loss: 0.031187 | Time: 5329.54 ms [2022-03-21 13:20:29 main:574] : INFO : Epoch 1756 | loss: 0.031178 | val_loss: 0.0311887 | Time: 5326.3 ms [2022-03-21 13:20:34 main:574] : INFO : Epoch 1757 | loss: 0.0311768 | val_loss: 0.0311893 | Time: 5324.87 ms [2022-03-21 13:20:40 main:574] : INFO : Epoch 1758 | loss: 0.0311774 | val_loss: 0.0311924 | Time: 5323.56 ms [2022-03-21 13:20:45 main:574] : INFO : Epoch 1759 | loss: 0.0311792 | val_loss: 0.031189 | Time: 5322.58 ms [2022-03-21 13:20:50 main:574] : INFO : Epoch 1760 | loss: 0.0311768 | val_loss: 0.031186 | Time: 5331.04 ms [2022-03-21 13:20:56 main:574] : INFO : Epoch 1761 | loss: 0.0311762 | val_loss: 0.0311874 | Time: 5325.03 ms [2022-03-21 13:21:01 main:574] : INFO : Epoch 1762 | loss: 0.0311754 | val_loss: 0.0311877 | Time: 5330.66 ms [2022-03-21 13:21:06 main:574] : INFO : Epoch 1763 | loss: 0.031176 | val_loss: 0.0311878 | Time: 5325.79 ms [2022-03-21 13:21:12 main:574] : INFO : Epoch 1764 | loss: 0.0311772 | val_loss: 0.0311913 | Time: 5321.51 ms [2022-03-21 13:21:17 main:574] : INFO : Epoch 1765 | loss: 0.0311787 | val_loss: 0.0311862 | Time: 5325.99 ms [2022-03-21 13:21:22 main:574] : INFO : Epoch 1766 | loss: 0.031176 | val_loss: 0.031186 | Time: 5323.85 ms [2022-03-21 13:21:28 main:574] : INFO : Epoch 1767 | loss: 0.0311757 | val_loss: 0.0311874 | Time: 5320.89 ms [2022-03-21 13:21:33 main:574] : INFO : Epoch 1768 | loss: 0.0311761 | val_loss: 0.0311868 | Time: 5328.17 ms [2022-03-21 13:21:38 main:574] : INFO : Epoch 1769 | loss: 0.031177 | val_loss: 0.0311868 | Time: 5325.42 ms [2022-03-21 13:21:44 main:574] : INFO : Epoch 1770 | loss: 0.0311759 | val_loss: 0.0311866 | Time: 5331.96 ms [2022-03-21 13:21:49 main:574] : INFO : Epoch 1771 | loss: 0.0311764 | val_loss: 0.0311891 | Time: 5323.29 ms [2022-03-21 13:21:54 main:574] : INFO : Epoch 1772 | loss: 0.0311766 | val_loss: 0.0311876 | Time: 5336.09 ms [2022-03-21 13:22:00 main:574] : INFO : Epoch 1773 | loss: 0.0311754 | val_loss: 0.0311859 | Time: 5324.4 ms [2022-03-21 13:22:05 main:574] : INFO : Epoch 1774 | loss: 0.0311771 | val_loss: 0.0311855 | Time: 5329.68 ms [2022-03-21 13:22:10 main:574] : INFO : Epoch 1775 | loss: 0.0311776 | val_loss: 0.0311864 | Time: 5328.66 ms [2022-03-21 13:22:16 main:574] : INFO : Epoch 1776 | loss: 0.0311759 | val_loss: 0.0311865 | Time: 5333.24 ms [2022-03-21 13:22:21 main:574] : INFO : Epoch 1777 | loss: 0.0311749 | val_loss: 0.0311897 | Time: 5325.12 ms [2022-03-21 13:22:26 main:574] : INFO : Epoch 1778 | loss: 0.0311749 | val_loss: 0.0311858 | Time: 5325.48 ms [2022-03-21 13:22:32 main:574] : INFO : Epoch 1779 | loss: 0.0311752 | val_loss: 0.0311864 | Time: 5327.59 ms [2022-03-21 13:22:37 main:574] : INFO : Epoch 1780 | loss: 0.0311751 | val_loss: 0.0311914 | Time: 5325.76 ms [2022-03-21 13:22:42 main:574] : INFO : Epoch 1781 | loss: 0.0311754 | val_loss: 0.0311897 | Time: 5325.38 ms [2022-03-21 13:22:48 main:574] : INFO : Epoch 1782 | loss: 0.0311743 | val_loss: 0.031186 | Time: 5324.9 ms [2022-03-21 13:22:53 main:574] : INFO : Epoch 1783 | loss: 0.0311741 | val_loss: 0.0311903 | Time: 5328.06 ms [2022-03-21 13:22:58 main:574] : INFO : Epoch 1784 | loss: 0.0311757 | val_loss: 0.0311859 | Time: 5330.61 ms [2022-03-21 13:23:04 main:574] : INFO : Epoch 1785 | loss: 0.0311761 | val_loss: 0.0311931 | Time: 5324.7 ms [2022-03-21 13:23:09 main:574] : INFO : Epoch 1786 | loss: 0.0311772 | val_loss: 0.0311885 | Time: 5331.54 ms [2022-03-21 13:23:14 main:574] : INFO : Epoch 1787 | loss: 0.0311769 | val_loss: 0.0311893 | Time: 5327.78 ms [2022-03-21 13:23:20 main:574] : INFO : Epoch 1788 | loss: 0.0311767 | val_loss: 0.0311872 | Time: 5338.35 ms [2022-03-21 13:23:25 main:574] : INFO : Epoch 1789 | loss: 0.031176 | val_loss: 0.0311856 | Time: 5329.78 ms [2022-03-21 13:23:30 main:574] : INFO : Epoch 1790 | loss: 0.0311755 | val_loss: 0.0311862 | Time: 5327.34 ms [2022-03-21 13:23:36 main:574] : INFO : Epoch 1791 | loss: 0.0311739 | val_loss: 0.0311869 | Time: 5321.43 ms [2022-03-21 13:23:41 main:574] : INFO : Epoch 1792 | loss: 0.0311731 | val_loss: 0.0311873 | Time: 5322.28 ms [2022-03-21 13:23:46 main:574] : INFO : Epoch 1793 | loss: 0.0311734 | val_loss: 0.0311863 | Time: 5336.05 ms [2022-03-21 13:23:52 main:574] : INFO : Epoch 1794 | loss: 0.0311738 | val_loss: 0.0311873 | Time: 5330.18 ms [2022-03-21 13:23:57 main:574] : INFO : Epoch 1795 | loss: 0.0311726 | val_loss: 0.0311878 | Time: 5326.38 ms [2022-03-21 13:24:02 main:574] : INFO : Epoch 1796 | loss: 0.0311735 | val_loss: 0.0311878 | Time: 5330.19 ms [2022-03-21 13:24:08 main:574] : INFO : Epoch 1797 | loss: 0.0311742 | val_loss: 0.0311882 | Time: 5332.27 ms [2022-03-21 13:24:13 main:574] : INFO : Epoch 1798 | loss: 0.031174 | val_loss: 0.0311865 | Time: 5328.88 ms [2022-03-21 13:24:18 main:574] : INFO : Epoch 1799 | loss: 0.0311732 | val_loss: 0.0311877 | Time: 5327.27 ms [2022-03-21 13:24:24 main:574] : INFO : Epoch 1800 | loss: 0.031174 | val_loss: 0.0311865 | Time: 5325.08 ms [2022-03-21 13:24:29 main:574] : INFO : Epoch 1801 | loss: 0.0311742 | val_loss: 0.0311925 | Time: 5325.07 ms [2022-03-21 13:24:34 main:574] : INFO : Epoch 1802 | loss: 0.0311757 | val_loss: 0.0311901 | Time: 5328.15 ms [2022-03-21 13:24:40 main:574] : INFO : Epoch 1803 | loss: 0.0311743 | val_loss: 0.0311856 | Time: 5333.34 ms [2022-03-21 13:24:45 main:574] : INFO : Epoch 1804 | loss: 0.0311737 | val_loss: 0.0311851 | Time: 5332.43 ms [2022-03-21 13:24:50 main:574] : INFO : Epoch 1805 | loss: 0.0311755 | val_loss: 0.0311886 | Time: 5328.51 ms [2022-03-21 13:24:56 main:574] : INFO : Epoch 1806 | loss: 0.0311785 | val_loss: 0.0311881 | Time: 5335.62 ms [2022-03-21 13:25:01 main:574] : INFO : Epoch 1807 | loss: 0.0311752 | val_loss: 0.0311874 | Time: 5331.44 ms [2022-03-21 13:25:06 main:574] : INFO : Epoch 1808 | loss: 0.0311737 | val_loss: 0.0311862 | Time: 5330.22 ms [2022-03-21 13:25:12 main:574] : INFO : Epoch 1809 | loss: 0.0311738 | val_loss: 0.0311848 | Time: 5322.27 ms [2022-03-21 13:25:17 main:574] : INFO : Epoch 1810 | loss: 0.0311772 | val_loss: 0.0311871 | Time: 5335.27 ms [2022-03-21 13:25:22 main:574] : INFO : Epoch 1811 | loss: 0.0311751 | val_loss: 0.0311856 | Time: 5333.2 ms [2022-03-21 13:25:28 main:574] : INFO : Epoch 1812 | loss: 0.031176 | val_loss: 0.0311846 | Time: 5335.68 ms [2022-03-21 13:25:33 main:574] : INFO : Epoch 1813 | loss: 0.0311728 | val_loss: 0.031185 | Time: 5320.66 ms [2022-03-21 13:25:38 main:574] : INFO : Epoch 1814 | loss: 0.0311728 | val_loss: 0.031186 | Time: 5329.08 ms [2022-03-21 13:25:44 main:574] : INFO : Epoch 1815 | loss: 0.0311736 | val_loss: 0.0311846 | Time: 5326.41 ms [2022-03-21 13:25:49 main:574] : INFO : Epoch 1816 | loss: 0.031173 | val_loss: 0.0311912 | Time: 5324.29 ms [2022-03-21 13:25:54 main:574] : INFO : Epoch 1817 | loss: 0.0311759 | val_loss: 0.0311947 | Time: 5327.88 ms [2022-03-21 13:26:00 main:574] : INFO : Epoch 1818 | loss: 0.0311746 | val_loss: 0.0311852 | Time: 5325.28 ms [2022-03-21 13:26:05 main:574] : INFO : Epoch 1819 | loss: 0.0311731 | val_loss: 0.0311897 | Time: 5324.66 ms [2022-03-21 13:26:10 main:574] : INFO : Epoch 1820 | loss: 0.0311722 | val_loss: 0.0311856 | Time: 5322.48 ms [2022-03-21 13:26:16 main:574] : INFO : Epoch 1821 | loss: 0.031172 | val_loss: 0.0311858 | Time: 5326.73 ms [2022-03-21 13:26:21 main:574] : INFO : Epoch 1822 | loss: 0.0311718 | val_loss: 0.0311854 | Time: 5322.31 ms [2022-03-21 13:26:26 main:574] : INFO : Epoch 1823 | loss: 0.0311715 | val_loss: 0.0311892 | Time: 5326.88 ms [2022-03-21 13:26:32 main:574] : INFO : Epoch 1824 | loss: 0.0311731 | val_loss: 0.0311869 | Time: 5334.96 ms [2022-03-21 13:26:37 main:574] : INFO : Epoch 1825 | loss: 0.0311717 | val_loss: 0.0311849 | Time: 5324.9 ms [2022-03-21 13:26:42 main:574] : INFO : Epoch 1826 | loss: 0.0311732 | val_loss: 0.0311914 | Time: 5335.82 ms [2022-03-21 13:26:48 main:574] : INFO : Epoch 1827 | loss: 0.0311734 | val_loss: 0.0311891 | Time: 5326.53 ms [2022-03-21 13:26:53 main:574] : INFO : Epoch 1828 | loss: 0.0311725 | val_loss: 0.031187 | Time: 5330.32 ms [2022-03-21 13:26:58 main:574] : INFO : Epoch 1829 | loss: 0.0311716 | val_loss: 0.0311856 | Time: 5333.13 ms [2022-03-21 13:27:04 main:574] : INFO : Epoch 1830 | loss: 0.0311714 | val_loss: 0.0311873 | Time: 5330.57 ms [2022-03-21 13:27:09 main:574] : INFO : Epoch 1831 | loss: 0.0311745 | val_loss: 0.0311866 | Time: 5331.29 ms [2022-03-21 13:27:14 main:574] : INFO : Epoch 1832 | loss: 0.0311749 | val_loss: 0.031184 | Time: 5326.63 ms [2022-03-21 13:27:20 main:574] : INFO : Epoch 1833 | loss: 0.0311707 | val_loss: 0.0311852 | Time: 5321.35 ms [2022-03-21 13:27:25 main:574] : INFO : Epoch 1834 | loss: 0.0311703 | val_loss: 0.0311855 | Time: 5333.81 ms [2022-03-21 13:27:30 main:574] : INFO : Epoch 1835 | loss: 0.0311708 | val_loss: 0.0311838 | Time: 5322.52 ms [2022-03-21 13:27:36 main:574] : INFO : Epoch 1836 | loss: 0.0311708 | val_loss: 0.0311852 | Time: 5323.79 ms [2022-03-21 13:27:41 main:574] : INFO : Epoch 1837 | loss: 0.0311701 | val_loss: 0.031185 | Time: 5327.25 ms [2022-03-21 13:27:46 main:574] : INFO : Epoch 1838 | loss: 0.0311719 | val_loss: 0.031186 | Time: 5337.84 ms [2022-03-21 13:27:52 main:574] : INFO : Epoch 1839 | loss: 0.0311709 | val_loss: 0.0311858 | Time: 5324.91 ms [2022-03-21 13:27:57 main:574] : INFO : Epoch 1840 | loss: 0.0311711 | val_loss: 0.0311836 | Time: 5324.62 ms [2022-03-21 13:28:02 main:574] : INFO : Epoch 1841 | loss: 0.0311702 | val_loss: 0.0311834 | Time: 5323.43 ms [2022-03-21 13:28:08 main:574] : INFO : Epoch 1842 | loss: 0.0311698 | val_loss: 0.0311855 | Time: 5328.53 ms [2022-03-21 13:28:13 main:574] : INFO : Epoch 1843 | loss: 0.0311707 | val_loss: 0.0311838 | Time: 5328.02 ms [2022-03-21 13:28:18 main:574] : INFO : Epoch 1844 | loss: 0.031171 | val_loss: 0.0311878 | Time: 5325.45 ms [2022-03-21 13:28:24 main:574] : INFO : Epoch 1845 | loss: 0.0311708 | val_loss: 0.0311884 | Time: 5330.93 ms [2022-03-21 13:28:29 main:574] : INFO : Epoch 1846 | loss: 0.0311716 | val_loss: 0.0311878 | Time: 5337.16 ms [2022-03-21 13:28:34 main:574] : INFO : Epoch 1847 | loss: 0.0311711 | val_loss: 0.0311833 | Time: 5327.11 ms [2022-03-21 13:28:40 main:574] : INFO : Epoch 1848 | loss: 0.0311701 | val_loss: 0.0311842 | Time: 5326.13 ms [2022-03-21 13:28:45 main:574] : INFO : Epoch 1849 | loss: 0.0311699 | val_loss: 0.0311842 | Time: 5332.94 ms [2022-03-21 13:28:50 main:574] : INFO : Epoch 1850 | loss: 0.0311709 | val_loss: 0.0311834 | Time: 5327.38 ms [2022-03-21 13:28:56 main:574] : INFO : Epoch 1851 | loss: 0.0311713 | val_loss: 0.0311872 | Time: 5324.71 ms [2022-03-21 13:29:01 main:574] : INFO : Epoch 1852 | loss: 0.0311697 | val_loss: 0.0311842 | Time: 5345.28 ms [2022-03-21 13:29:06 main:574] : INFO : Epoch 1853 | loss: 0.0311712 | val_loss: 0.0311832 | Time: 5330.18 ms [2022-03-21 13:29:12 main:574] : INFO : Epoch 1854 | loss: 0.0311714 | val_loss: 0.0311869 | Time: 5327.13 ms [2022-03-21 13:29:17 main:574] : INFO : Epoch 1855 | loss: 0.0311713 | val_loss: 0.0311821 | Time: 5326.67 ms [2022-03-21 13:29:22 main:574] : INFO : Epoch 1856 | loss: 0.03117 | val_loss: 0.0311827 | Time: 5328.19 ms [2022-03-21 13:29:28 main:574] : INFO : Epoch 1857 | loss: 0.0311698 | val_loss: 0.0311816 | Time: 5324.52 ms [2022-03-21 13:29:33 main:574] : INFO : Epoch 1858 | loss: 0.0311704 | val_loss: 0.0311825 | Time: 5323.05 ms [2022-03-21 13:29:38 main:574] : INFO : Epoch 1859 | loss: 0.0311717 | val_loss: 0.0311835 | Time: 5330.39 ms [2022-03-21 13:29:44 main:574] : INFO : Epoch 1860 | loss: 0.0311698 | val_loss: 0.0311847 | Time: 5328.34 ms [2022-03-21 13:29:49 main:574] : INFO : Epoch 1861 | loss: 0.0311696 | val_loss: 0.0311826 | Time: 5318.37 ms [2022-03-21 13:29:54 main:574] : INFO : Epoch 1862 | loss: 0.0311694 | val_loss: 0.0311838 | Time: 5327.12 ms [2022-03-21 13:30:00 main:574] : INFO : Epoch 1863 | loss: 0.0311701 | val_loss: 0.0311815 | Time: 5335.71 ms [2022-03-21 13:30:05 main:574] : INFO : Epoch 1864 | loss: 0.0311697 | val_loss: 0.0311832 | Time: 5319.78 ms [2022-03-21 13:30:10 main:574] : INFO : Epoch 1865 | loss: 0.0311692 | val_loss: 0.0311838 | Time: 5325.48 ms [2022-03-21 13:30:16 main:574] : INFO : Epoch 1866 | loss: 0.0311699 | val_loss: 0.0311828 | Time: 5330.16 ms [2022-03-21 13:30:21 main:574] : INFO : Epoch 1867 | loss: 0.0311728 | val_loss: 0.0311882 | Time: 5326.08 ms [2022-03-21 13:30:26 main:574] : INFO : Epoch 1868 | loss: 0.031173 | val_loss: 0.0311838 | Time: 5324.4 ms [2022-03-21 13:30:32 main:574] : INFO : Epoch 1869 | loss: 0.0311729 | val_loss: 0.0311871 | Time: 5323.7 ms [2022-03-21 13:30:37 main:574] : INFO : Epoch 1870 | loss: 0.0311746 | val_loss: 0.0311839 | Time: 5329.14 ms [2022-03-21 13:30:42 main:574] : INFO : Epoch 1871 | loss: 0.0311735 | val_loss: 0.0311921 | Time: 5323.01 ms [2022-03-21 13:30:48 main:574] : INFO : Epoch 1872 | loss: 0.0311726 | val_loss: 0.0311836 | Time: 5321.54 ms [2022-03-21 13:30:53 main:574] : INFO : Epoch 1873 | loss: 0.0311732 | val_loss: 0.0311825 | Time: 5328.29 ms [2022-03-21 13:30:58 main:574] : INFO : Epoch 1874 | loss: 0.0311726 | val_loss: 0.0311816 | Time: 5334.57 ms [2022-03-21 13:31:04 main:574] : INFO : Epoch 1875 | loss: 0.0311739 | val_loss: 0.0311827 | Time: 5324.88 ms [2022-03-21 13:31:09 main:574] : INFO : Epoch 1876 | loss: 0.031171 | val_loss: 0.0311833 | Time: 5323.41 ms [2022-03-21 13:31:14 main:574] : INFO : Epoch 1877 | loss: 0.0311718 | val_loss: 0.0311866 | Time: 5327.42 ms [2022-03-21 13:31:20 main:574] : INFO : Epoch 1878 | loss: 0.031172 | val_loss: 0.0311824 | Time: 5327.8 ms [2022-03-21 13:31:25 main:574] : INFO : Epoch 1879 | loss: 0.0311712 | val_loss: 0.0311821 | Time: 5331.59 ms [2022-03-21 13:31:30 main:574] : INFO : Epoch 1880 | loss: 0.0311706 | val_loss: 0.0311871 | Time: 5331.92 ms [2022-03-21 13:31:36 main:574] : INFO : Epoch 1881 | loss: 0.0311708 | val_loss: 0.031184 | Time: 5327.36 ms [2022-03-21 13:31:41 main:574] : INFO : Epoch 1882 | loss: 0.0311706 | val_loss: 0.0311818 | Time: 5328.08 ms [2022-03-21 13:31:46 main:574] : INFO : Epoch 1883 | loss: 0.0311704 | val_loss: 0.0311814 | Time: 5324.64 ms [2022-03-21 13:31:52 main:574] : INFO : Epoch 1884 | loss: 0.0311711 | val_loss: 0.0311835 | Time: 5321.24 ms [2022-03-21 13:31:57 main:574] : INFO : Epoch 1885 | loss: 0.0311705 | val_loss: 0.0311823 | Time: 5331.12 ms [2022-03-21 13:32:02 main:574] : INFO : Epoch 1886 | loss: 0.0311708 | val_loss: 0.0311832 | Time: 5326.33 ms [2022-03-21 13:32:08 main:574] : INFO : Epoch 1887 | loss: 0.0311709 | val_loss: 0.0311832 | Time: 5331.93 ms [2022-03-21 13:32:13 main:574] : INFO : Epoch 1888 | loss: 0.0311707 | val_loss: 0.0311854 | Time: 5335.76 ms [2022-03-21 13:32:18 main:574] : INFO : Epoch 1889 | loss: 0.0311707 | val_loss: 0.0311829 | Time: 5329.42 ms [2022-03-21 13:32:24 main:574] : INFO : Epoch 1890 | loss: 0.0311711 | val_loss: 0.0311819 | Time: 5327.2 ms [2022-03-21 13:32:29 main:574] : INFO : Epoch 1891 | loss: 0.0311706 | val_loss: 0.0311861 | Time: 5326.47 ms [2022-03-21 13:32:34 main:574] : INFO : Epoch 1892 | loss: 0.0311702 | val_loss: 0.0311812 | Time: 5325.51 ms [2022-03-21 13:32:40 main:574] : INFO : Epoch 1893 | loss: 0.0311706 | val_loss: 0.0311824 | Time: 5333.05 ms [2022-03-21 13:32:45 main:574] : INFO : Epoch 1894 | loss: 0.031171 | val_loss: 0.031182 | Time: 5333.89 ms [2022-03-21 13:32:50 main:574] : INFO : Epoch 1895 | loss: 0.0311695 | val_loss: 0.031182 | Time: 5328.04 ms [2022-03-21 13:32:56 main:574] : INFO : Epoch 1896 | loss: 0.0311691 | val_loss: 0.0311838 | Time: 5327.42 ms [2022-03-21 13:33:01 main:574] : INFO : Epoch 1897 | loss: 0.0311695 | val_loss: 0.0311811 | Time: 5324.5 ms [2022-03-21 13:33:06 main:574] : INFO : Epoch 1898 | loss: 0.0311707 | val_loss: 0.0311822 | Time: 5331.78 ms [2022-03-21 13:33:12 main:574] : INFO : Epoch 1899 | loss: 0.0311689 | val_loss: 0.0311849 | Time: 5328.48 ms [2022-03-21 13:33:17 main:574] : INFO : Epoch 1900 | loss: 0.0311702 | val_loss: 0.0311823 | Time: 5326.68 ms [2022-03-21 13:33:22 main:574] : INFO : Epoch 1901 | loss: 0.0311696 | val_loss: 0.0311846 | Time: 5327.94 ms [2022-03-21 13:33:28 main:574] : INFO : Epoch 1902 | loss: 0.0311697 | val_loss: 0.0311826 | Time: 5326.67 ms [2022-03-21 13:33:33 main:574] : INFO : Epoch 1903 | loss: 0.0311685 | val_loss: 0.0311811 | Time: 5323.21 ms [2022-03-21 13:33:38 main:574] : INFO : Epoch 1904 | loss: 0.0311692 | val_loss: 0.0311807 | Time: 5325.24 ms [2022-03-21 13:33:44 main:574] : INFO : Epoch 1905 | loss: 0.0311703 | val_loss: 0.0311839 | Time: 5333.42 ms [2022-03-21 13:33:49 main:574] : INFO : Epoch 1906 | loss: 0.0311689 | val_loss: 0.0311818 | Time: 5326.89 ms [2022-03-21 13:33:54 main:574] : INFO : Epoch 1907 | loss: 0.0311686 | val_loss: 0.0311835 | Time: 5328.95 ms [2022-03-21 13:34:00 main:574] : INFO : Epoch 1908 | loss: 0.0311705 | val_loss: 0.0311807 | Time: 5329.11 ms [2022-03-21 13:34:05 main:574] : INFO : Epoch 1909 | loss: 0.03117 | val_loss: 0.0311846 | Time: 5329.43 ms [2022-03-21 13:34:10 main:574] : INFO : Epoch 1910 | loss: 0.0311703 | val_loss: 0.031181 | Time: 5324.8 ms [2022-03-21 13:34:16 main:574] : INFO : Epoch 1911 | loss: 0.0311694 | val_loss: 0.031184 | Time: 5323.46 ms [2022-03-21 13:34:21 main:574] : INFO : Epoch 1912 | loss: 0.03117 | val_loss: 0.0311816 | Time: 5324.63 ms [2022-03-21 13:34:26 main:574] : INFO : Epoch 1913 | loss: 0.03117 | val_loss: 0.0311825 | Time: 5329.78 ms [2022-03-21 13:34:32 main:574] : INFO : Epoch 1914 | loss: 0.0311697 | val_loss: 0.0311818 | Time: 5330.92 ms [2022-03-21 13:34:37 main:574] : INFO : Epoch 1915 | loss: 0.0311703 | val_loss: 0.031182 | Time: 5330.99 ms [2022-03-21 13:34:42 main:574] : INFO : Epoch 1916 | loss: 0.0311688 | val_loss: 0.0311818 | Time: 5330.15 ms [2022-03-21 13:34:48 main:574] : INFO : Epoch 1917 | loss: 0.0311688 | val_loss: 0.0311811 | Time: 5328.23 ms [2022-03-21 13:34:53 main:574] : INFO : Epoch 1918 | loss: 0.0311687 | val_loss: 0.0311855 | Time: 5330.54 ms [2022-03-21 13:34:58 main:574] : INFO : Epoch 1919 | loss: 0.031169 | val_loss: 0.0311808 | Time: 5332.06 ms [2022-03-21 13:35:04 main:574] : INFO : Epoch 1920 | loss: 0.0311685 | val_loss: 0.0311809 | Time: 5333.7 ms [2022-03-21 13:35:09 main:574] : INFO : Epoch 1921 | loss: 0.0311686 | val_loss: 0.031182 | Time: 5327.8 ms [2022-03-21 13:35:14 main:574] : INFO : Epoch 1922 | loss: 0.0311701 | val_loss: 0.0311815 | Time: 5338.31 ms [2022-03-21 13:35:20 main:574] : INFO : Epoch 1923 | loss: 0.03117 | val_loss: 0.031184 | Time: 5332.54 ms [2022-03-21 13:35:25 main:574] : INFO : Epoch 1924 | loss: 0.03117 | val_loss: 0.0311804 | Time: 5324.57 ms [2022-03-21 13:35:30 main:574] : INFO : Epoch 1925 | loss: 0.0311687 | val_loss: 0.0311823 | Time: 5324.84 ms [2022-03-21 13:35:36 main:574] : INFO : Epoch 1926 | loss: 0.031169 | val_loss: 0.0311815 | Time: 5331 ms [2022-03-21 13:35:41 main:574] : INFO : Epoch 1927 | loss: 0.031168 | val_loss: 0.031181 | Time: 5327.18 ms [2022-03-21 13:35:46 main:574] : INFO : Epoch 1928 | loss: 0.0311684 | val_loss: 0.0311825 | Time: 5336.4 ms [2022-03-21 13:35:52 main:574] : INFO : Epoch 1929 | loss: 0.0311681 | val_loss: 0.0311854 | Time: 5325.17 ms [2022-03-21 13:35:57 main:574] : INFO : Epoch 1930 | loss: 0.0311721 | val_loss: 0.0311857 | Time: 5333.23 ms [2022-03-21 13:36:02 main:574] : INFO : Epoch 1931 | loss: 0.03117 | val_loss: 0.0311811 | Time: 5326.14 ms [2022-03-21 13:36:08 main:574] : INFO : Epoch 1932 | loss: 0.0311696 | val_loss: 0.0311814 | Time: 5330.34 ms [2022-03-21 13:36:13 main:574] : INFO : Epoch 1933 | loss: 0.0311672 | val_loss: 0.0311818 | Time: 5324.12 ms [2022-03-21 13:36:18 main:574] : INFO : Epoch 1934 | loss: 0.0311671 | val_loss: 0.0311872 | Time: 5323.51 ms [2022-03-21 13:36:24 main:574] : INFO : Epoch 1935 | loss: 0.0311685 | val_loss: 0.0311818 | Time: 5331.47 ms [2022-03-21 13:36:29 main:574] : INFO : Epoch 1936 | loss: 0.0311674 | val_loss: 0.0311818 | Time: 5334.03 ms [2022-03-21 13:36:34 main:574] : INFO : Epoch 1937 | loss: 0.0311678 | val_loss: 0.0311818 | Time: 5332.81 ms [2022-03-21 13:36:40 main:574] : INFO : Epoch 1938 | loss: 0.0311676 | val_loss: 0.0311816 | Time: 5329.89 ms [2022-03-21 13:36:45 main:574] : INFO : Epoch 1939 | loss: 0.0311675 | val_loss: 0.0311806 | Time: 5340.65 ms [2022-03-21 13:36:50 main:574] : INFO : Epoch 1940 | loss: 0.0311676 | val_loss: 0.0311821 | Time: 5327.92 ms [2022-03-21 13:36:56 main:574] : INFO : Epoch 1941 | loss: 0.0311665 | val_loss: 0.0311837 | Time: 5325.41 ms [2022-03-21 13:37:01 main:574] : INFO : Epoch 1942 | loss: 0.0311671 | val_loss: 0.0311803 | Time: 5327.39 ms [2022-03-21 13:37:06 main:574] : INFO : Epoch 1943 | loss: 0.0311676 | val_loss: 0.031182 | Time: 5331.65 ms [2022-03-21 13:37:12 main:574] : INFO : Epoch 1944 | loss: 0.0311695 | val_loss: 0.031183 | Time: 5335.05 ms [2022-03-21 13:37:17 main:574] : INFO : Epoch 1945 | loss: 0.0311709 | val_loss: 0.0311845 | Time: 5325.79 ms [2022-03-21 13:37:22 main:574] : INFO : Epoch 1946 | loss: 0.0311694 | val_loss: 0.0311846 | Time: 5326.09 ms [2022-03-21 13:37:28 main:574] : INFO : Epoch 1947 | loss: 0.0311675 | val_loss: 0.0311831 | Time: 5326.84 ms [2022-03-21 13:37:33 main:574] : INFO : Epoch 1948 | loss: 0.0311683 | val_loss: 0.0311816 | Time: 5319.88 ms [2022-03-21 13:37:38 main:574] : INFO : Epoch 1949 | loss: 0.0311698 | val_loss: 0.0311832 | Time: 5332.22 ms [2022-03-21 13:37:44 main:574] : INFO : Epoch 1950 | loss: 0.031167 | val_loss: 0.0311839 | Time: 5332.4 ms [2022-03-21 13:37:49 main:574] : INFO : Epoch 1951 | loss: 0.031167 | val_loss: 0.0311861 | Time: 5318.13 ms [2022-03-21 13:37:54 main:574] : INFO : Epoch 1952 | loss: 0.031167 | val_loss: 0.0311822 | Time: 5323.01 ms [2022-03-21 13:38:00 main:574] : INFO : Epoch 1953 | loss: 0.031166 | val_loss: 0.0311842 | Time: 5337.16 ms [2022-03-21 13:38:05 main:574] : INFO : Epoch 1954 | loss: 0.0311666 | val_loss: 0.0311807 | Time: 5327.63 ms [2022-03-21 13:38:10 main:574] : INFO : Epoch 1955 | loss: 0.0311658 | val_loss: 0.0311829 | Time: 5324.14 ms [2022-03-21 13:38:16 main:574] : INFO : Epoch 1956 | loss: 0.0311659 | val_loss: 0.0311827 | Time: 5323.79 ms [2022-03-21 13:38:21 main:574] : INFO : Epoch 1957 | loss: 0.0311655 | val_loss: 0.0311831 | Time: 5334.65 ms [2022-03-21 13:38:26 main:574] : INFO : Epoch 1958 | loss: 0.0311664 | val_loss: 0.0311826 | Time: 5332.29 ms [2022-03-21 13:38:32 main:574] : INFO : Epoch 1959 | loss: 0.0311694 | val_loss: 0.0311882 | Time: 5327.1 ms [2022-03-21 13:38:37 main:574] : INFO : Epoch 1960 | loss: 0.03117 | val_loss: 0.0311828 | Time: 5335.15 ms [2022-03-21 13:38:42 main:574] : INFO : Epoch 1961 | loss: 0.0311687 | val_loss: 0.031187 | Time: 5322.07 ms [2022-03-21 13:38:48 main:574] : INFO : Epoch 1962 | loss: 0.0311678 | val_loss: 0.0311829 | Time: 5326.09 ms [2022-03-21 13:38:53 main:574] : INFO : Epoch 1963 | loss: 0.0311719 | val_loss: 0.0311828 | Time: 5322.19 ms [2022-03-21 13:38:58 main:574] : INFO : Epoch 1964 | loss: 0.0311981 | val_loss: 0.0316359 | Time: 5331.86 ms [2022-03-21 13:39:04 main:574] : INFO : Epoch 1965 | loss: 0.0339741 | val_loss: 0.0337111 | Time: 5333.06 ms [2022-03-21 13:39:09 main:574] : INFO : Epoch 1966 | loss: 0.0318155 | val_loss: 0.0313604 | Time: 5321.6 ms [2022-03-21 13:39:14 main:574] : INFO : Epoch 1967 | loss: 0.0312711 | val_loss: 0.0312336 | Time: 5328.99 ms [2022-03-21 13:39:20 main:574] : INFO : Epoch 1968 | loss: 0.031208 | val_loss: 0.031203 | Time: 5327.65 ms [2022-03-21 13:39:25 main:574] : INFO : Epoch 1969 | loss: 0.0311849 | val_loss: 0.031185 | Time: 5325.15 ms [2022-03-21 13:39:30 main:574] : INFO : Epoch 1970 | loss: 0.0311771 | val_loss: 0.031183 | Time: 5328.55 ms [2022-03-21 13:39:36 main:574] : INFO : Epoch 1971 | loss: 0.0311744 | val_loss: 0.031181 | Time: 5330.95 ms [2022-03-21 13:39:41 main:574] : INFO : Epoch 1972 | loss: 0.0311738 | val_loss: 0.0311817 | Time: 5331.88 ms [2022-03-21 13:39:46 main:574] : INFO : Epoch 1973 | loss: 0.0311728 | val_loss: 0.0311805 | Time: 5325.85 ms [2022-03-21 13:39:52 main:574] : INFO : Epoch 1974 | loss: 0.0311729 | val_loss: 0.03118 | Time: 5328.23 ms [2022-03-21 13:39:57 main:574] : INFO : Epoch 1975 | loss: 0.031173 | val_loss: 0.0311794 | Time: 5325.21 ms [2022-03-21 13:40:02 main:574] : INFO : Epoch 1976 | loss: 0.0311718 | val_loss: 0.0311824 | Time: 5325.23 ms [2022-03-21 13:40:08 main:574] : INFO : Epoch 1977 | loss: 0.0311726 | val_loss: 0.0311793 | Time: 5325.88 ms [2022-03-21 13:40:13 main:574] : INFO : Epoch 1978 | loss: 0.031174 | val_loss: 0.0311864 | Time: 5332.47 ms [2022-03-21 13:40:18 main:574] : INFO : Epoch 1979 | loss: 0.031173 | val_loss: 0.0311841 | Time: 5328.22 ms [2022-03-21 13:40:24 main:574] : INFO : Epoch 1980 | loss: 0.0311733 | val_loss: 0.0311868 | Time: 5329.02 ms [2022-03-21 13:40:29 main:574] : INFO : Epoch 1981 | loss: 0.031172 | val_loss: 0.0311813 | Time: 5325.49 ms [2022-03-21 13:40:34 main:574] : INFO : Epoch 1982 | loss: 0.0311712 | val_loss: 0.0311836 | Time: 5320.03 ms [2022-03-21 13:40:40 main:574] : INFO : Epoch 1983 | loss: 0.0311708 | val_loss: 0.0311809 | Time: 5327.06 ms [2022-03-21 13:40:45 main:574] : INFO : Epoch 1984 | loss: 0.0311695 | val_loss: 0.0311822 | Time: 5331.29 ms [2022-03-21 13:40:50 main:574] : INFO : Epoch 1985 | loss: 0.0311694 | val_loss: 0.031181 | Time: 5332.82 ms [2022-03-21 13:40:56 main:574] : INFO : Epoch 1986 | loss: 0.0311693 | val_loss: 0.0311812 | Time: 5339.89 ms [2022-03-21 13:41:01 main:574] : INFO : Epoch 1987 | loss: 0.0311706 | val_loss: 0.0311843 | Time: 5324.43 ms [2022-03-21 13:41:06 main:574] : INFO : Epoch 1988 | loss: 0.0311692 | val_loss: 0.0311819 | Time: 5328.12 ms [2022-03-21 13:41:12 main:574] : INFO : Epoch 1989 | loss: 0.0311692 | val_loss: 0.0311814 | Time: 5327.02 ms [2022-03-21 13:41:17 main:574] : INFO : Epoch 1990 | loss: 0.0311687 | val_loss: 0.0311817 | Time: 5328.63 ms [2022-03-21 13:41:22 main:574] : INFO : Epoch 1991 | loss: 0.0311685 | val_loss: 0.0311815 | Time: 5331.28 ms [2022-03-21 13:41:28 main:574] : INFO : Epoch 1992 | loss: 0.0311692 | val_loss: 0.0311829 | Time: 5330.36 ms [2022-03-21 13:41:33 main:574] : INFO : Epoch 1993 | loss: 0.0311703 | val_loss: 0.0311824 | Time: 5329.01 ms [2022-03-21 13:41:38 main:574] : INFO : Epoch 1994 | loss: 0.0311702 | val_loss: 0.0311813 | Time: 5326.63 ms [2022-03-21 13:41:44 main:574] : INFO : Epoch 1995 | loss: 0.0311707 | val_loss: 0.0311804 | Time: 5320.35 ms [2022-03-21 13:41:49 main:574] : INFO : Epoch 1996 | loss: 0.0311697 | val_loss: 0.0311807 | Time: 5324.1 ms [2022-03-21 13:41:54 main:574] : INFO : Epoch 1997 | loss: 0.0311685 | val_loss: 0.0311798 | Time: 5335.81 ms [2022-03-21 13:42:00 main:574] : INFO : Epoch 1998 | loss: 0.0311682 | val_loss: 0.0311809 | Time: 5325.75 ms [2022-03-21 13:42:05 main:574] : INFO : Epoch 1999 | loss: 0.0311691 | val_loss: 0.0311811 | Time: 5328.45 ms [2022-03-21 13:42:10 main:574] : INFO : Epoch 2000 | loss: 0.0311676 | val_loss: 0.0311815 | Time: 5331.79 ms [2022-03-21 13:42:16 main:574] : INFO : Epoch 2001 | loss: 0.031169 | val_loss: 0.0311874 | Time: 5332.81 ms [2022-03-21 13:42:21 main:574] : INFO : Epoch 2002 | loss: 0.0311699 | val_loss: 0.0311812 | Time: 5322.74 ms [2022-03-21 13:42:26 main:574] : INFO : Epoch 2003 | loss: 0.0311689 | val_loss: 0.0311821 | Time: 5325.7 ms [2022-03-21 13:42:32 main:574] : INFO : Epoch 2004 | loss: 0.0311689 | val_loss: 0.0311802 | Time: 5325.82 ms [2022-03-21 13:42:37 main:574] : INFO : Epoch 2005 | loss: 0.0311689 | val_loss: 0.0311811 | Time: 5326.48 ms [2022-03-21 13:42:42 main:574] : INFO : Epoch 2006 | loss: 0.0311695 | val_loss: 0.0311838 | Time: 5331.3 ms [2022-03-21 13:42:48 main:574] : INFO : Epoch 2007 | loss: 0.0311697 | val_loss: 0.0311834 | Time: 5326.78 ms [2022-03-21 13:42:53 main:574] : INFO : Epoch 2008 | loss: 0.0311687 | val_loss: 0.0311799 | Time: 5325.09 ms [2022-03-21 13:42:58 main:574] : INFO : Epoch 2009 | loss: 0.0311675 | val_loss: 0.0311815 | Time: 5317.56 ms [2022-03-21 13:43:04 main:574] : INFO : Epoch 2010 | loss: 0.0311671 | val_loss: 0.0311825 | Time: 5328.11 ms [2022-03-21 13:43:09 main:574] : INFO : Epoch 2011 | loss: 0.0311683 | val_loss: 0.0311806 | Time: 5330.01 ms [2022-03-21 13:43:14 main:574] : INFO : Epoch 2012 | loss: 0.0311662 | val_loss: 0.0311828 | Time: 5326.62 ms [2022-03-21 13:43:20 main:574] : INFO : Epoch 2013 | loss: 0.0311677 | val_loss: 0.031182 | Time: 5327.91 ms [2022-03-21 13:43:25 main:574] : INFO : Epoch 2014 | loss: 0.0311675 | val_loss: 0.0311811 | Time: 5332.83 ms [2022-03-21 13:43:30 main:574] : INFO : Epoch 2015 | loss: 0.031168 | val_loss: 0.0311817 | Time: 5333.59 ms [2022-03-21 13:43:36 main:574] : INFO : Epoch 2016 | loss: 0.0311673 | val_loss: 0.0311807 | Time: 5328.12 ms [2022-03-21 13:43:41 main:574] : INFO : Epoch 2017 | loss: 0.0311668 | val_loss: 0.0311851 | Time: 5325.82 ms [2022-03-21 13:43:46 main:574] : INFO : Epoch 2018 | loss: 0.0311734 | val_loss: 0.0311864 | Time: 5327.89 ms [2022-03-21 13:43:52 main:574] : INFO : Epoch 2019 | loss: 0.03117 | val_loss: 0.031181 | Time: 5324.28 ms [2022-03-21 13:43:57 main:574] : INFO : Epoch 2020 | loss: 0.0311665 | val_loss: 0.0311811 | Time: 5327.23 ms [2022-03-21 13:44:02 main:574] : INFO : Epoch 2021 | loss: 0.0311685 | val_loss: 0.0311833 | Time: 5328.21 ms [2022-03-21 13:44:08 main:574] : INFO : Epoch 2022 | loss: 0.0311696 | val_loss: 0.0311841 | Time: 5326.69 ms [2022-03-21 13:44:13 main:574] : INFO : Epoch 2023 | loss: 0.0311674 | val_loss: 0.031183 | Time: 5326.52 ms [2022-03-21 13:44:18 main:574] : INFO : Epoch 2024 | loss: 0.0311671 | val_loss: 0.0311848 | Time: 5337.66 ms [2022-03-21 13:44:24 main:574] : INFO : Epoch 2025 | loss: 0.0311667 | val_loss: 0.0311849 | Time: 5326.44 ms [2022-03-21 13:44:29 main:574] : INFO : Epoch 2026 | loss: 0.0311665 | val_loss: 0.0311814 | Time: 5326.21 ms [2022-03-21 13:44:34 main:574] : INFO : Epoch 2027 | loss: 0.0311657 | val_loss: 0.0311828 | Time: 5329.91 ms [2022-03-21 13:44:40 main:574] : INFO : Epoch 2028 | loss: 0.0311721 | val_loss: 0.0311791 | Time: 5325.02 ms [2022-03-21 13:44:45 main:574] : INFO : Epoch 2029 | loss: 0.0311762 | val_loss: 0.0311827 | Time: 5331.32 ms [2022-03-21 13:44:50 main:574] : INFO : Epoch 2030 | loss: 0.031177 | val_loss: 0.0311809 | Time: 5324.9 ms [2022-03-21 13:44:56 main:574] : INFO : Epoch 2031 | loss: 0.0311766 | val_loss: 0.0311806 | Time: 5324.63 ms [2022-03-21 13:45:01 main:574] : INFO : Epoch 2032 | loss: 0.0311759 | val_loss: 0.0311787 | Time: 5330.67 ms [2022-03-21 13:45:06 main:574] : INFO : Epoch 2033 | loss: 0.0311764 | val_loss: 0.031179 | Time: 5330.35 ms [2022-03-21 13:45:12 main:574] : INFO : Epoch 2034 | loss: 0.0311766 | val_loss: 0.0311784 | Time: 5330.75 ms [2022-03-21 13:45:17 main:574] : INFO : Epoch 2035 | loss: 0.0311746 | val_loss: 0.0311793 | Time: 5330.18 ms [2022-03-21 13:45:22 main:574] : INFO : Epoch 2036 | loss: 0.0311741 | val_loss: 0.0311781 | Time: 5325.25 ms [2022-03-21 13:45:28 main:574] : INFO : Epoch 2037 | loss: 0.0311738 | val_loss: 0.0311816 | Time: 5323.38 ms [2022-03-21 13:45:33 main:574] : INFO : Epoch 2038 | loss: 0.0311739 | val_loss: 0.0311792 | Time: 5322.83 ms [2022-03-21 13:45:38 main:574] : INFO : Epoch 2039 | loss: 0.031173 | val_loss: 0.0311777 | Time: 5329.06 ms [2022-03-21 13:45:44 main:574] : INFO : Epoch 2040 | loss: 0.0311714 | val_loss: 0.031179 | Time: 5326.02 ms [2022-03-21 13:45:49 main:574] : INFO : Epoch 2041 | loss: 0.0311717 | val_loss: 0.0311806 | Time: 5335.62 ms [2022-03-21 13:45:54 main:574] : INFO : Epoch 2042 | loss: 0.0311725 | val_loss: 0.0311794 | Time: 5327.38 ms [2022-03-21 13:46:00 main:574] : INFO : Epoch 2043 | loss: 0.0311727 | val_loss: 0.0311847 | Time: 5331.95 ms [2022-03-21 13:46:05 main:574] : INFO : Epoch 2044 | loss: 0.0311739 | val_loss: 0.0311813 | Time: 5329.44 ms [2022-03-21 13:46:10 main:574] : INFO : Epoch 2045 | loss: 0.0311713 | val_loss: 0.031179 | Time: 5327.95 ms [2022-03-21 13:46:16 main:574] : INFO : Epoch 2046 | loss: 0.0311717 | val_loss: 0.0311817 | Time: 5322.98 ms [2022-03-21 13:46:21 main:574] : INFO : Epoch 2047 | loss: 0.031173 | val_loss: 0.0311786 | Time: 5320.77 ms [2022-03-21 13:46:26 main:574] : INFO : Epoch 2048 | loss: 0.0311706 | val_loss: 0.0311791 | Time: 5337.3 ms [2022-03-21 13:46:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311791 [2022-03-21 13:46:26 main:603] : INFO : Saving end state to config to file [2022-03-21 13:46:26 main:608] : INFO : Success, exiting.. 13:46:26 (5588): 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)