Task 11390440
| Name | ParityModified-1639955667-20151-2-0_1 |
| Workunit | 8212357 |
| Created | 6 Feb 2022, 11:35:25 UTC |
| Sent | 6 Feb 2022, 12:12:47 UTC |
| Report deadline | 14 Feb 2022, 12:12:47 UTC |
| Received | 6 Feb 2022, 20:35:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11317 |
| Run time | 3 hours 13 min 36 sec |
| CPU time | 2 hours 53 min 19 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,856.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 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 1542 | loss: 0.031166 | val_loss: 0.031176 | Time: 5696.96 ms
[2022-02-06 20:44:14 main:574] : INFO : Epoch 1543 | loss: 0.0311664 | val_loss: 0.0311773 | Time: 5460.94 ms
[2022-02-06 20:44:19 main:574] : INFO : Epoch 1544 | loss: 0.0311653 | val_loss: 0.0311777 | Time: 5395.65 ms
[2022-02-06 20:44:25 main:574] : INFO : Epoch 1545 | loss: 0.0311646 | val_loss: 0.0311767 | Time: 5729.53 ms
[2022-02-06 20:44:31 main:574] : INFO : Epoch 1546 | loss: 0.0311649 | val_loss: 0.0311819 | Time: 5549.6 ms
[2022-02-06 20:44:36 main:574] : INFO : Epoch 1547 | loss: 0.0311644 | val_loss: 0.0311767 | Time: 5651.22 ms
[2022-02-06 20:44:42 main:574] : INFO : Epoch 1548 | loss: 0.0311638 | val_loss: 0.0311788 | Time: 5544.39 ms
[2022-02-06 20:44:48 main:574] : INFO : Epoch 1549 | loss: 0.0311641 | val_loss: 0.0311828 | Time: 5551.01 ms
[2022-02-06 20:44:53 main:574] : INFO : Epoch 1550 | loss: 0.0311652 | val_loss: 0.0311769 | Time: 5511.64 ms
[2022-02-06 20:44:59 main:574] : INFO : Epoch 1551 | loss: 0.0311645 | val_loss: 0.0311766 | Time: 5627.44 ms
[2022-02-06 20:45:04 main:574] : INFO : Epoch 1552 | loss: 0.0311662 | val_loss: 0.0311762 | Time: 5393.89 ms
[2022-02-06 20:45:10 main:574] : INFO : Epoch 1553 | loss: 0.031165 | val_loss: 0.0311756 | Time: 5539.14 ms
[2022-02-06 20:45:16 main:574] : INFO : Epoch 1554 | loss: 0.0311648 | val_loss: 0.0311746 | Time: 5650.84 ms
[2022-02-06 20:45:21 main:574] : INFO : Epoch 1555 | loss: 0.031164 | val_loss: 0.0311782 | Time: 5569.74 ms
[2022-02-06 20:45:27 main:574] : INFO : Epoch 1556 | loss: 0.0311654 | val_loss: 0.0311774 | Time: 5476.6 ms
[2022-02-06 20:45:33 main:574] : INFO : Epoch 1557 | loss: 0.0311657 | val_loss: 0.031176 | Time: 5748.03 ms
[2022-02-06 20:45:38 main:574] : INFO : Epoch 1558 | loss: 0.0311659 | val_loss: 0.0311764 | Time: 5572.91 ms
[2022-02-06 20:45:44 main:574] : INFO : Epoch 1559 | loss: 0.0311638 | val_loss: 0.0311759 | Time: 5558.83 ms
[2022-02-06 20:45:50 main:574] : INFO : Epoch 1560 | loss: 0.0311652 | val_loss: 0.0311792 | Time: 5678.71 ms
[2022-02-06 20:45:56 main:574] : INFO : Epoch 1561 | loss: 0.0311861 | val_loss: 0.0311836 | Time: 5608.78 ms
[2022-02-06 20:46:01 main:574] : INFO : Epoch 1562 | loss: 0.0311794 | val_loss: 0.0311778 | Time: 5502.64 ms
[2022-02-06 20:46:07 main:574] : INFO : Epoch 1563 | loss: 0.0311782 | val_loss: 0.0311778 | Time: 5619.93 ms
[2022-02-06 20:46:12 main:574] : INFO : Epoch 1564 | loss: 0.0311717 | val_loss: 0.0311737 | Time: 5475.86 ms
[2022-02-06 20:46:18 main:574] : INFO : Epoch 1565 | loss: 0.0311694 | val_loss: 0.0311719 | Time: 5446.47 ms
[2022-02-06 20:46:24 main:574] : INFO : Epoch 1566 | loss: 0.0311683 | val_loss: 0.0311728 | Time: 5566.82 ms
[2022-02-06 20:46:29 main:574] : INFO : Epoch 1567 | loss: 0.0311673 | val_loss: 0.0311711 | Time: 5530.13 ms
[2022-02-06 20:46:35 main:574] : INFO : Epoch 1568 | loss: 0.0311659 | val_loss: 0.031175 | Time: 5470.45 ms
[2022-02-06 20:46:40 main:574] : INFO : Epoch 1569 | loss: 0.0311657 | val_loss: 0.0311723 | Time: 5471.19 ms
[2022-02-06 20:46:46 main:574] : INFO : Epoch 1570 | loss: 0.0311644 | val_loss: 0.0311731 | Time: 5742.9 ms
[2022-02-06 20:46:52 main:574] : INFO : Epoch 1571 | loss: 0.0311652 | val_loss: 0.0311755 | Time: 5427.74 ms
[2022-02-06 20:46:57 main:574] : INFO : Epoch 1572 | loss: 0.0311649 | val_loss: 0.0311746 | Time: 5318.03 ms
[2022-02-06 20:47:03 main:574] : INFO : Epoch 1573 | loss: 0.0311633 | val_loss: 0.0311772 | Time: 5434.86 ms
[2022-02-06 20:47:08 main:574] : INFO : Epoch 1574 | loss: 0.031166 | val_loss: 0.0311763 | Time: 5622.04 ms
[2022-02-06 20:47:14 main:574] : INFO : Epoch 1575 | loss: 0.0311645 | val_loss: 0.0311737 | Time: 5485.81 ms
[2022-02-06 20:47:20 main:574] : INFO : Epoch 1576 | loss: 0.0311631 | val_loss: 0.0311771 | Time: 5646.34 ms
[2022-02-06 20:47:25 main:574] : INFO : Epoch 1577 | loss: 0.0311615 | val_loss: 0.0311735 | Time: 5705.54 ms
[2022-02-06 20:47:31 main:574] : INFO : Epoch 1578 | loss: 0.0311602 | val_loss: 0.0311775 | Time: 5483.43 ms
[2022-02-06 20:47:36 main:574] : INFO : Epoch 1579 | loss: 0.0311609 | val_loss: 0.0311738 | Time: 5401.89 ms
[2022-02-06 20:47:42 main:574] : INFO : Epoch 1580 | loss: 0.0311613 | val_loss: 0.0311741 | Time: 5667.66 ms
[2022-02-06 20:47:48 main:574] : INFO : Epoch 1581 | loss: 0.0311608 | val_loss: 0.0311728 | Time: 5541.1 ms
[2022-02-06 20:47:53 main:574] : INFO : Epoch 1582 | loss: 0.0311598 | val_loss: 0.031174 | Time: 5589.16 ms
[2022-02-06 20:47:59 main:574] : INFO : Epoch 1583 | loss: 0.0311603 | val_loss: 0.0311736 | Time: 5565.64 ms
[2022-02-06 20:48:05 main:574] : INFO : Epoch 1584 | loss: 0.0311597 | val_loss: 0.0311734 | Time: 5570.41 ms
[2022-02-06 20:48:10 main:574] : INFO : Epoch 1585 | loss: 0.0311608 | val_loss: 0.0311743 | Time: 5635.82 ms
[2022-02-06 20:48:16 main:574] : INFO : Epoch 1586 | loss: 0.0311632 | val_loss: 0.0311741 | Time: 5496.58 ms
[2022-02-06 20:48:22 main:574] : INFO : Epoch 1587 | loss: 0.0311586 | val_loss: 0.0311735 | Time: 5585.34 ms
[2022-02-06 20:48:28 main:574] : INFO : Epoch 1588 | loss: 0.0311592 | val_loss: 0.0311755 | Time: 5734.72 ms
[2022-02-06 20:48:33 main:574] : INFO : Epoch 1589 | loss: 0.0311584 | val_loss: 0.0311729 | Time: 5344.1 ms
[2022-02-06 20:48:38 main:574] : INFO : Epoch 1590 | loss: 0.031158 | val_loss: 0.0311739 | Time: 5466.38 ms
[2022-02-06 20:48:44 main:574] : INFO : Epoch 1591 | loss: 0.0311571 | val_loss: 0.0311758 | Time: 5558.78 ms
[2022-02-06 20:48:50 main:574] : INFO : Epoch 1592 | loss: 0.0311604 | val_loss: 0.0311778 | Time: 5648.44 ms
[2022-02-06 20:48:55 main:574] : INFO : Epoch 1593 | loss: 0.0311616 | val_loss: 0.0311724 | Time: 5536.12 ms
[2022-02-06 20:49:01 main:574] : INFO : Epoch 1594 | loss: 0.0311611 | val_loss: 0.0311764 | Time: 5512.38 ms
[2022-02-06 20:49:07 main:574] : INFO : Epoch 1595 | loss: 0.0311576 | val_loss: 0.0311744 | Time: 5424.57 ms
[2022-02-06 20:49:12 main:574] : INFO : Epoch 1596 | loss: 0.0311568 | val_loss: 0.0311729 | Time: 5490.16 ms
[2022-02-06 20:49:18 main:574] : INFO : Epoch 1597 | loss: 0.0311586 | val_loss: 0.0311827 | Time: 5523.04 ms
[2022-02-06 20:49:23 main:574] : INFO : Epoch 1598 | loss: 0.0311614 | val_loss: 0.0311751 | Time: 5441.08 ms
[2022-02-06 20:49:29 main:574] : INFO : Epoch 1599 | loss: 0.0311633 | val_loss: 0.0311722 | Time: 5514.67 ms
[2022-02-06 20:49:34 main:574] : INFO : Epoch 1600 | loss: 0.0311603 | val_loss: 0.0311721 | Time: 5517.45 ms
[2022-02-06 20:49:40 main:574] : INFO : Epoch 1601 | loss: 0.0311592 | val_loss: 0.0311747 | Time: 5622.67 ms
[2022-02-06 20:49:46 main:574] : INFO : Epoch 1602 | loss: 0.0311587 | val_loss: 0.0311729 | Time: 5546.67 ms
[2022-02-06 20:49:51 main:574] : INFO : Epoch 1603 | loss: 0.0311571 | val_loss: 0.0311727 | Time: 5472.07 ms
[2022-02-06 20:49:57 main:574] : INFO : Epoch 1604 | loss: 0.0311579 | val_loss: 0.0311731 | Time: 5498.9 ms
[2022-02-06 20:50:03 main:574] : INFO : Epoch 1605 | loss: 0.0311586 | val_loss: 0.0311738 | Time: 5665.06 ms
[2022-02-06 20:50:08 main:574] : INFO : Epoch 1606 | loss: 0.0311561 | val_loss: 0.031173 | Time: 5307.71 ms
[2022-02-06 20:50:14 main:574] : INFO : Epoch 1607 | loss: 0.0311561 | val_loss: 0.0311749 | Time: 5529.93 ms
[2022-02-06 20:50:19 main:574] : INFO : Epoch 1608 | loss: 0.0311574 | val_loss: 0.0311801 | Time: 5576.06 ms
[2022-02-06 20:50:25 main:574] : INFO : Epoch 1609 | loss: 0.0311603 | val_loss: 0.0311752 | Time: 5471.74 ms
[2022-02-06 20:50:31 main:574] : INFO : Epoch 1610 | loss: 0.0311608 | val_loss: 0.0311781 | Time: 5593.44 ms
[2022-02-06 20:50:36 main:574] : INFO : Epoch 1611 | loss: 0.0311606 | val_loss: 0.031177 | Time: 5627.64 ms
[2022-02-06 20:50:42 main:574] : INFO : Epoch 1612 | loss: 0.0311599 | val_loss: 0.031175 | Time: 5613.79 ms
[2022-02-06 20:50:48 main:574] : INFO : Epoch 1613 | loss: 0.0311605 | val_loss: 0.0311753 | Time: 5631.61 ms
[2022-02-06 20:50:53 main:574] : INFO : Epoch 1614 | loss: 0.0311583 | val_loss: 0.0311749 | Time: 5647.4 ms
[2022-02-06 20:50:59 main:574] : INFO : Epoch 1615 | loss: 0.0311574 | val_loss: 0.031173 | Time: 5629.56 ms
[2022-02-06 20:51:05 main:574] : INFO : Epoch 1616 | loss: 0.0311561 | val_loss: 0.0311758 | Time: 5539.84 ms
[2022-02-06 20:51:11 main:574] : INFO : Epoch 1617 | loss: 0.0311549 | val_loss: 0.0311722 | Time: 5788.12 ms
[2022-02-06 20:51:16 main:574] : INFO : Epoch 1618 | loss: 0.031154 | val_loss: 0.0311723 | Time: 5508.48 ms
[2022-02-06 20:51:22 main:574] : INFO : Epoch 1619 | loss: 0.0311533 | val_loss: 0.0311727 | Time: 5546.35 ms
[2022-02-06 20:51:28 main:574] : INFO : Epoch 1620 | loss: 0.031156 | val_loss: 0.0311742 | Time: 5743.52 ms
[2022-02-06 20:51:33 main:574] : INFO : Epoch 1621 | loss: 0.0311568 | val_loss: 0.031173 | Time: 5464.72 ms
[2022-02-06 20:51:39 main:574] : INFO : Epoch 1622 | loss: 0.0311526 | val_loss: 0.0311731 | Time: 5645.1 ms
[2022-02-06 20:51:45 main:574] : INFO : Epoch 1623 | loss: 0.0311519 | val_loss: 0.0311754 | Time: 5659.55 ms
[2022-02-06 20:51:50 main:574] : INFO : Epoch 1624 | loss: 0.0311543 | val_loss: 0.0311727 | Time: 5161.55 ms
[2022-02-06 20:51:55 main:574] : INFO : Epoch 1625 | loss: 0.0311535 | val_loss: 0.0311709 | Time: 5474.53 ms
[2022-02-06 20:52:01 main:574] : INFO : Epoch 1626 | loss: 0.0311545 | val_loss: 0.0311699 | Time: 5464.21 ms
[2022-02-06 20:52:07 main:574] : INFO : Epoch 1627 | loss: 0.0311613 | val_loss: 0.0311691 | Time: 5480.05 ms
[2022-02-06 20:52:12 main:574] : INFO : Epoch 1628 | loss: 0.0311629 | val_loss: 0.0311673 | Time: 5506.59 ms
[2022-02-06 20:52:18 main:574] : INFO : Epoch 1629 | loss: 0.0311562 | val_loss: 0.0311679 | Time: 5516 ms
[2022-02-06 20:52:23 main:574] : INFO : Epoch 1630 | loss: 0.0311559 | val_loss: 0.0311695 | Time: 5561.65 ms
[2022-02-06 20:52:29 main:574] : INFO : Epoch 1631 | loss: 0.0311562 | val_loss: 0.0311679 | Time: 5542.78 ms
[2022-02-06 20:52:35 main:574] : INFO : Epoch 1632 | loss: 0.0311553 | val_loss: 0.0311704 | Time: 5404.14 ms
[2022-02-06 20:52:40 main:574] : INFO : Epoch 1633 | loss: 0.0311557 | val_loss: 0.0311675 | Time: 5445.57 ms
[2022-02-06 20:52:46 main:574] : INFO : Epoch 1634 | loss: 0.0311554 | val_loss: 0.0311682 | Time: 5635.96 ms
[2022-02-06 20:52:51 main:574] : INFO : Epoch 1635 | loss: 0.0311542 | val_loss: 0.0311675 | Time: 5486.08 ms
[2022-02-06 20:52:57 main:574] : INFO : Epoch 1636 | loss: 0.0311549 | val_loss: 0.031175 | Time: 5628.79 ms
[2022-02-06 20:53:03 main:574] : INFO : Epoch 1637 | loss: 0.0311533 | val_loss: 0.0311703 | Time: 5626.83 ms
[2022-02-06 20:53:08 main:574] : INFO : Epoch 1638 | loss: 0.0311519 | val_loss: 0.0311682 | Time: 5590.44 ms
[2022-02-06 20:53:14 main:574] : INFO : Epoch 1639 | loss: 0.0311515 | val_loss: 0.031169 | Time: 5477.96 ms
[2022-02-06 20:53:20 main:574] : INFO : Epoch 1640 | loss: 0.0311513 | val_loss: 0.0311708 | Time: 5591.61 ms
[2022-02-06 20:53:25 main:574] : INFO : Epoch 1641 | loss: 0.0311521 | val_loss: 0.0311678 | Time: 5424.37 ms
[2022-02-06 20:53:31 main:574] : INFO : Epoch 1642 | loss: 0.0311525 | val_loss: 0.0311678 | Time: 5609.9 ms
[2022-02-06 20:53:37 main:574] : INFO : Epoch 1643 | loss: 0.0311529 | val_loss: 0.0311726 | Time: 5644.76 ms
[2022-02-06 20:53:43 main:574] : INFO : Epoch 1644 | loss: 0.0311523 | val_loss: 0.0311705 | Time: 5823.09 ms
[2022-02-06 20:53:48 main:574] : INFO : Epoch 1645 | loss: 0.0311506 | val_loss: 0.0311696 | Time: 5776.94 ms
[2022-02-06 20:53:54 main:574] : INFO : Epoch 1646 | loss: 0.0311501 | val_loss: 0.0311726 | Time: 5597.34 ms
[2022-02-06 20:54:00 main:574] : INFO : Epoch 1647 | loss: 0.0311533 | val_loss: 0.0311671 | Time: 5596.22 ms
[2022-02-06 20:54:05 main:574] : INFO : Epoch 1648 | loss: 0.0311519 | val_loss: 0.0311687 | Time: 5569.93 ms
[2022-02-06 20:54:11 main:574] : INFO : Epoch 1649 | loss: 0.031151 | val_loss: 0.0311699 | Time: 5479.74 ms
[2022-02-06 20:54:17 main:574] : INFO : Epoch 1650 | loss: 0.0311516 | val_loss: 0.0311703 | Time: 5565.94 ms
[2022-02-06 20:54:22 main:574] : INFO : Epoch 1651 | loss: 0.0311506 | val_loss: 0.0311667 | Time: 5433.45 ms
[2022-02-06 20:54:28 main:574] : INFO : Epoch 1652 | loss: 0.0311506 | val_loss: 0.0311687 | Time: 5578.18 ms
[2022-02-06 20:54:33 main:574] : INFO : Epoch 1653 | loss: 0.0311542 | val_loss: 0.0311678 | Time: 5399.09 ms
[2022-02-06 20:54:39 main:574] : INFO : Epoch 1654 | loss: 0.0311539 | val_loss: 0.0311717 | Time: 5724.15 ms
[2022-02-06 20:54:45 main:574] : INFO : Epoch 1655 | loss: 0.0311494 | val_loss: 0.0311699 | Time: 5709.21 ms
[2022-02-06 20:54:51 main:574] : INFO : Epoch 1656 | loss: 0.0311511 | val_loss: 0.0311719 | Time: 5639.03 ms
[2022-02-06 20:54:56 main:574] : INFO : Epoch 1657 | loss: 0.0311517 | val_loss: 0.0311724 | Time: 5587.83 ms
[2022-02-06 20:55:02 main:574] : INFO : Epoch 1658 | loss: 0.0311489 | val_loss: 0.0311721 | Time: 5472.72 ms
[2022-02-06 20:55:07 main:574] : INFO : Epoch 1659 | loss: 0.0311487 | val_loss: 0.0311745 | Time: 5536.14 ms
[2022-02-06 20:55:13 main:574] : INFO : Epoch 1660 | loss: 0.0311483 | val_loss: 0.0311713 | Time: 5548.14 ms
[2022-02-06 20:55:19 main:574] : INFO : Epoch 1661 | loss: 0.0311497 | val_loss: 0.0311752 | Time: 5414.76 ms
[2022-02-06 20:55:24 main:574] : INFO : Epoch 1662 | loss: 0.031148 | val_loss: 0.0311737 | Time: 5690.82 ms
[2022-02-06 20:55:30 main:574] : INFO : Epoch 1663 | loss: 0.0311488 | val_loss: 0.0311718 | Time: 5521.74 ms
[2022-02-06 20:55:36 main:574] : INFO : Epoch 1664 | loss: 0.0311495 | val_loss: 0.0311712 | Time: 5466.85 ms
[2022-02-06 20:55:41 main:574] : INFO : Epoch 1665 | loss: 0.0311538 | val_loss: 0.0311774 | Time: 5580.5 ms
[2022-02-06 20:55:47 main:574] : INFO : Epoch 1666 | loss: 0.0311525 | val_loss: 0.0311741 | Time: 5619.46 ms
[2022-02-06 20:55:52 main:574] : INFO : Epoch 1667 | loss: 0.0311499 | val_loss: 0.0311723 | Time: 5379.12 ms
[2022-02-06 20:55:58 main:574] : INFO : Epoch 1668 | loss: 0.0311486 | val_loss: 0.0311735 | Time: 5535.69 ms
[2022-02-06 20:56:04 main:574] : INFO : Epoch 1669 | loss: 0.0311495 | val_loss: 0.0311703 | Time: 5683.12 ms
[2022-02-06 20:56:09 main:574] : INFO : Epoch 1670 | loss: 0.0311501 | val_loss: 0.0311699 | Time: 5441.25 ms
[2022-02-06 20:56:15 main:574] : INFO : Epoch 1671 | loss: 0.0311479 | val_loss: 0.0311792 | Time: 5543.43 ms
[2022-02-06 20:56:21 main:574] : INFO : Epoch 1672 | loss: 0.0311506 | val_loss: 0.0311707 | Time: 5634.26 ms
[2022-02-06 20:56:26 main:574] : INFO : Epoch 1673 | loss: 0.0311494 | val_loss: 0.0311723 | Time: 5706.96 ms
[2022-02-06 20:56:32 main:574] : INFO : Epoch 1674 | loss: 0.0311484 | val_loss: 0.0311726 | Time: 5451.97 ms
[2022-02-06 20:56:38 main:574] : INFO : Epoch 1675 | loss: 0.0311473 | val_loss: 0.0311689 | Time: 5663.24 ms
[2022-02-06 20:56:43 main:574] : INFO : Epoch 1676 | loss: 0.0311478 | val_loss: 0.0311694 | Time: 5561.18 ms
[2022-02-06 20:56:49 main:574] : INFO : Epoch 1677 | loss: 0.0311482 | val_loss: 0.0311704 | Time: 5469.24 ms
[2022-02-06 20:56:55 main:574] : INFO : Epoch 1678 | loss: 0.0311483 | val_loss: 0.0311699 | Time: 5675.75 ms
[2022-02-06 20:57:00 main:574] : INFO : Epoch 1679 | loss: 0.0311466 | val_loss: 0.031172 | Time: 5564.09 ms
[2022-02-06 20:57:06 main:574] : INFO : Epoch 1680 | loss: 0.0311448 | val_loss: 0.0311688 | Time: 5548.88 ms
[2022-02-06 20:57:12 main:574] : INFO : Epoch 1681 | loss: 0.0311476 | val_loss: 0.0311755 | Time: 5736.11 ms
[2022-02-06 20:57:17 main:574] : INFO : Epoch 1682 | loss: 0.0311464 | val_loss: 0.0311699 | Time: 5512.56 ms
[2022-02-06 20:57:23 main:574] : INFO : Epoch 1683 | loss: 0.0311476 | val_loss: 0.0311689 | Time: 5537.28 ms
[2022-02-06 20:57:29 main:574] : INFO : Epoch 1684 | loss: 0.0311477 | val_loss: 0.0311688 | Time: 5771.04 ms
[2022-02-06 20:57:34 main:574] : INFO : Epoch 1685 | loss: 0.0311504 | val_loss: 0.0311678 | Time: 5465.36 ms
[2022-02-06 20:57:41 main:574] : INFO : Epoch 1686 | loss: 0.0311457 | val_loss: 0.0311771 | Time: 6099.2 ms
[2022-02-06 20:57:46 main:574] : INFO : Epoch 1687 | loss: 0.0311544 | val_loss: 0.0311693 | Time: 5466.38 ms
[2022-02-06 20:57:52 main:574] : INFO : Epoch 1688 | loss: 0.0311548 | val_loss: 0.0311708 | Time: 5494.13 ms
[2022-02-06 20:57:57 main:574] : INFO : Epoch 1689 | loss: 0.0311553 | val_loss: 0.0311681 | Time: 5646.32 ms
[2022-02-06 20:58:03 main:574] : INFO : Epoch 1690 | loss: 0.0311523 | val_loss: 0.0311688 | Time: 5509.38 ms
[2022-02-06 20:58:09 main:574] : INFO : Epoch 1691 | loss: 0.0311486 | val_loss: 0.031171 | Time: 5633.33 ms
[2022-02-06 20:58:14 main:574] : INFO : Epoch 1692 | loss: 0.0311458 | val_loss: 0.0311673 | Time: 5673.31 ms
[2022-02-06 20:58:20 main:574] : INFO : Epoch 1693 | loss: 0.0311448 | val_loss: 0.0311743 | Time: 5464.97 ms
[2022-02-06 20:58:26 main:574] : INFO : Epoch 1694 | loss: 0.0311514 | val_loss: 0.0311661 | Time: 5467.61 ms
[2022-02-06 20:58:31 main:574] : INFO : Epoch 1695 | loss: 0.0311496 | val_loss: 0.0311678 | Time: 5549.44 ms
[2022-02-06 20:58:37 main:574] : INFO : Epoch 1696 | loss: 0.0311512 | val_loss: 0.0311693 | Time: 5547.3 ms
[2022-02-06 20:58:43 main:574] : INFO : Epoch 1697 | loss: 0.0311481 | val_loss: 0.0311712 | Time: 5667.8 ms
[2022-02-06 20:58:48 main:574] : INFO : Epoch 1698 | loss: 0.031151 | val_loss: 0.0311711 | Time: 5574.84 ms
[2022-02-06 20:58:54 main:574] : INFO : Epoch 1699 | loss: 0.0311514 | val_loss: 0.0311693 | Time: 5703.92 ms
[2022-02-06 20:59:00 main:574] : INFO : Epoch 1700 | loss: 0.0311467 | val_loss: 0.031169 | Time: 5474.42 ms
[2022-02-06 20:59:05 main:574] : INFO : Epoch 1701 | loss: 0.0311464 | val_loss: 0.0311677 | Time: 5741.79 ms
[2022-02-06 20:59:11 main:574] : INFO : Epoch 1702 | loss: 0.031147 | val_loss: 0.0311676 | Time: 5628.85 ms
[2022-02-06 20:59:17 main:574] : INFO : Epoch 1703 | loss: 0.0311483 | val_loss: 0.0311642 | Time: 5549.3 ms
[2022-02-06 20:59:22 main:574] : INFO : Epoch 1704 | loss: 0.0311479 | val_loss: 0.0311647 | Time: 5461.86 ms
[2022-02-06 20:59:28 main:574] : INFO : Epoch 1705 | loss: 0.0311457 | val_loss: 0.0311681 | Time: 5522.29 ms
[2022-02-06 20:59:34 main:574] : INFO : Epoch 1706 | loss: 0.0311441 | val_loss: 0.0311677 | Time: 5752.49 ms
[2022-02-06 20:59:39 main:574] : INFO : Epoch 1707 | loss: 0.0311439 | val_loss: 0.0311688 | Time: 5493.67 ms
[2022-02-06 20:59:45 main:574] : INFO : Epoch 1708 | loss: 0.0311447 | val_loss: 0.0311677 | Time: 5381.36 ms
[2022-02-06 20:59:51 main:574] : INFO : Epoch 1709 | loss: 0.0311432 | val_loss: 0.0311699 | Time: 5700.26 ms
[2022-02-06 20:59:56 main:574] : INFO : Epoch 1710 | loss: 0.0311419 | val_loss: 0.0311654 | Time: 5488.99 ms
[2022-02-06 21:00:02 main:574] : INFO : Epoch 1711 | loss: 0.0311429 | val_loss: 0.031169 | Time: 5483.97 ms
[2022-02-06 21:00:07 main:574] : INFO : Epoch 1712 | loss: 0.0311442 | val_loss: 0.0311734 | Time: 5646.81 ms
[2022-02-06 21:00:13 main:574] : INFO : Epoch 1713 | loss: 0.0311457 | val_loss: 0.0311702 | Time: 5435.63 ms
[2022-02-06 21:00:19 main:574] : INFO : Epoch 1714 | loss: 0.0311487 | val_loss: 0.0311709 | Time: 5757.07 ms
[2022-02-06 21:00:25 main:574] : INFO : Epoch 1715 | loss: 0.031148 | val_loss: 0.0311643 | Time: 5690.22 ms
[2022-02-06 21:00:30 main:574] : INFO : Epoch 1716 | loss: 0.0311481 | val_loss: 0.0311695 | Time: 5526.26 ms
[2022-02-06 21:00:36 main:574] : INFO : Epoch 1717 | loss: 0.031146 | val_loss: 0.0311644 | Time: 5565.03 ms
[2022-02-06 21:00:42 main:574] : INFO : Epoch 1718 | loss: 0.0311442 | val_loss: 0.0311648 | Time: 5729.28 ms
[2022-02-06 21:00:47 main:574] : INFO : Epoch 1719 | loss: 0.0311423 | val_loss: 0.0311652 | Time: 5524.29 ms
[2022-02-06 21:00:53 main:574] : INFO : Epoch 1720 | loss: 0.0311424 | val_loss: 0.0311636 | Time: 5525.14 ms
[2022-02-06 21:00:59 main:574] : INFO : Epoch 1721 | loss: 0.0311439 | val_loss: 0.031169 | Time: 5541.86 ms
[2022-02-06 21:01:04 main:574] : INFO : Epoch 1722 | loss: 0.0311449 | val_loss: 0.0311675 | Time: 5500.28 ms
[2022-02-06 21:01:10 main:574] : INFO : Epoch 1723 | loss: 0.0311425 | val_loss: 0.0311644 | Time: 5668.91 ms
[2022-02-06 21:01:15 main:574] : INFO : Epoch 1724 | loss: 0.0311427 | val_loss: 0.03117 | Time: 5480.84 ms
[2022-02-06 21:01:21 main:574] : INFO : Epoch 1725 | loss: 0.0311442 | val_loss: 0.0311708 | Time: 5405.58 ms
[2022-02-06 21:01:26 main:574] : INFO : Epoch 1726 | loss: 0.031143 | val_loss: 0.0311658 | Time: 5535.86 ms
[2022-02-06 21:01:32 main:574] : INFO : Epoch 1727 | loss: 0.0311412 | val_loss: 0.0311713 | Time: 5637.81 ms
[2022-02-06 21:01:38 main:574] : INFO : Epoch 1728 | loss: 0.031142 | val_loss: 0.0311676 | Time: 5670.16 ms
[2022-02-06 21:01:44 main:574] : INFO : Epoch 1729 | loss: 0.0311427 | val_loss: 0.0311715 | Time: 5632.31 ms
[2022-02-06 21:01:49 main:574] : INFO : Epoch 1730 | loss: 0.0311437 | val_loss: 0.0311675 | Time: 5476.6 ms
[2022-02-06 21:01:55 main:574] : INFO : Epoch 1731 | loss: 0.031147 | val_loss: 0.0311678 | Time: 5468.56 ms
[2022-02-06 21:02:00 main:574] : INFO : Epoch 1732 | loss: 0.0311589 | val_loss: 0.0311694 | Time: 5560.1 ms
[2022-02-06 21:02:06 main:574] : INFO : Epoch 1733 | loss: 0.0311561 | val_loss: 0.0311685 | Time: 5388.46 ms
[2022-02-06 21:02:12 main:574] : INFO : Epoch 1734 | loss: 0.0311528 | val_loss: 0.0311636 | Time: 5603.32 ms
[2022-02-06 21:02:17 main:574] : INFO : Epoch 1735 | loss: 0.0311491 | val_loss: 0.0311638 | Time: 5624.09 ms
[2022-02-06 21:02:23 main:574] : INFO : Epoch 1736 | loss: 0.0311469 | val_loss: 0.0311675 | Time: 5539.95 ms
[2022-02-06 21:02:29 main:574] : INFO : Epoch 1737 | loss: 0.0311469 | val_loss: 0.031168 | Time: 5592.67 ms
[2022-02-06 21:02:34 main:574] : INFO : Epoch 1738 | loss: 0.0311451 | val_loss: 0.0311672 | Time: 5575.71 ms
[2022-02-06 21:02:40 main:574] : INFO : Epoch 1739 | loss: 0.0311452 | val_loss: 0.0311703 | Time: 5627.7 ms
[2022-02-06 21:02:45 main:574] : INFO : Epoch 1740 | loss: 0.031144 | val_loss: 0.0311699 | Time: 5329.64 ms
[2022-02-06 21:02:51 main:574] : INFO : Epoch 1741 | loss: 0.0311423 | val_loss: 0.0311675 | Time: 5411.29 ms
[2022-02-06 21:02:56 main:574] : INFO : Epoch 1742 | loss: 0.0311431 | val_loss: 0.0311654 | Time: 5402.01 ms
[2022-02-06 21:03:02 main:574] : INFO : Epoch 1743 | loss: 0.0311495 | val_loss: 0.0311763 | Time: 5534.73 ms
[2022-02-06 21:03:08 main:574] : INFO : Epoch 1744 | loss: 0.0311511 | val_loss: 0.0311727 | Time: 5475.69 ms
[2022-02-06 21:03:13 main:574] : INFO : Epoch 1745 | loss: 0.0311453 | val_loss: 0.0311657 | Time: 5482.3 ms
[2022-02-06 21:03:19 main:574] : INFO : Epoch 1746 | loss: 0.0311445 | val_loss: 0.031167 | Time: 5595.26 ms
[2022-02-06 21:03:24 main:574] : INFO : Epoch 1747 | loss: 0.0311455 | val_loss: 0.0311667 | Time: 5549.14 ms
[2022-02-06 21:03:30 main:574] : INFO : Epoch 1748 | loss: 0.0311456 | val_loss: 0.0311685 | Time: 5372.37 ms
[2022-02-06 21:03:36 main:574] : INFO : Epoch 1749 | loss: 0.031145 | val_loss: 0.0311657 | Time: 5526.52 ms
[2022-02-06 21:03:41 main:574] : INFO : Epoch 1750 | loss: 0.0311444 | val_loss: 0.0311684 | Time: 5515.25 ms
[2022-02-06 21:03:47 main:574] : INFO : Epoch 1751 | loss: 0.0311431 | val_loss: 0.0311672 | Time: 5660.53 ms
[2022-02-06 21:03:53 main:574] : INFO : Epoch 1752 | loss: 0.0311426 | val_loss: 0.0311667 | Time: 5666.32 ms
[2022-02-06 21:03:58 main:574] : INFO : Epoch 1753 | loss: 0.0311444 | val_loss: 0.0311666 | Time: 5534.7 ms
[2022-02-06 21:04:04 main:574] : INFO : Epoch 1754 | loss: 0.0311435 | val_loss: 0.0311669 | Time: 5530.08 ms
[2022-02-06 21:04:10 main:574] : INFO : Epoch 1755 | loss: 0.0311425 | val_loss: 0.0311668 | Time: 5657.02 ms
[2022-02-06 21:04:15 main:574] : INFO : Epoch 1756 | loss: 0.0311427 | val_loss: 0.0311681 | Time: 5545.1 ms
[2022-02-06 21:04:21 main:574] : INFO : Epoch 1757 | loss: 0.0311411 | val_loss: 0.0311664 | Time: 5479.14 ms
[2022-02-06 21:04:27 main:574] : INFO : Epoch 1758 | loss: 0.0311413 | val_loss: 0.0311694 | Time: 5754.32 ms
[2022-02-06 21:04:32 main:574] : INFO : Epoch 1759 | loss: 0.0311406 | val_loss: 0.0311677 | Time: 5701.85 ms
[2022-02-06 21:04:38 main:574] : INFO : Epoch 1760 | loss: 0.0311406 | val_loss: 0.0311702 | Time: 5467.98 ms
[2022-02-06 21:04:44 main:574] : INFO : Epoch 1761 | loss: 0.0311406 | val_loss: 0.031168 | Time: 5567.97 ms
[2022-02-06 21:04:49 main:574] : INFO : Epoch 1762 | loss: 0.0311409 | val_loss: 0.0311733 | Time: 5567.58 ms
[2022-02-06 21:04:55 main:574] : INFO : Epoch 1763 | loss: 0.0311418 | val_loss: 0.0311682 | Time: 5465.25 ms
[2022-02-06 21:05:00 main:574] : INFO : Epoch 1764 | loss: 0.0311401 | val_loss: 0.0311691 | Time: 5436.13 ms
[2022-02-06 21:05:06 main:574] : INFO : Epoch 1765 | loss: 0.031141 | val_loss: 0.0311775 | Time: 5511.77 ms
[2022-02-06 21:05:11 main:574] : INFO : Epoch 1766 | loss: 0.031144 | val_loss: 0.0311784 | Time: 5443.58 ms
[2022-02-06 21:05:17 main:574] : INFO : Epoch 1767 | loss: 0.0311424 | val_loss: 0.0311728 | Time: 5499.74 ms
[2022-02-06 21:05:23 main:574] : INFO : Epoch 1768 | loss: 0.0311414 | val_loss: 0.0311687 | Time: 5629.3 ms
[2022-02-06 21:05:28 main:574] : INFO : Epoch 1769 | loss: 0.031139 | val_loss: 0.0311688 | Time: 5558.52 ms
[2022-02-06 21:05:34 main:574] : INFO : Epoch 1770 | loss: 0.0311398 | val_loss: 0.0311679 | Time: 5494.64 ms
[2022-02-06 21:05:40 main:574] : INFO : Epoch 1771 | loss: 0.031143 | val_loss: 0.0311736 | Time: 6007.39 ms
[2022-02-06 21:05:46 main:574] : INFO : Epoch 1772 | loss: 0.0311454 | val_loss: 0.031172 | Time: 5605.3 ms
[2022-02-06 21:05:51 main:574] : INFO : Epoch 1773 | loss: 0.0311432 | val_loss: 0.0311731 | Time: 5469.16 ms
[2022-02-06 21:05:57 main:574] : INFO : Epoch 1774 | loss: 0.0311421 | val_loss: 0.0311731 | Time: 5561.86 ms
[2022-02-06 21:06:03 main:574] : INFO : Epoch 1775 | loss: 0.0311427 | val_loss: 0.0311736 | Time: 5687.34 ms
[2022-02-06 21:06:08 main:574] : INFO : Epoch 1776 | loss: 0.0311405 | val_loss: 0.0311747 | Time: 5538.35 ms
[2022-02-06 21:06:14 main:574] : INFO : Epoch 1777 | loss: 0.0311392 | val_loss: 0.0311709 | Time: 5437.17 ms
[2022-02-06 21:06:19 main:574] : INFO : Epoch 1778 | loss: 0.031139 | val_loss: 0.031167 | Time: 5526.12 ms
[2022-02-06 21:06:25 main:574] : INFO : Epoch 1779 | loss: 0.0311438 | val_loss: 0.0311649 | Time: 5617.19 ms
[2022-02-06 21:06:31 main:574] : INFO : Epoch 1780 | loss: 0.0311433 | val_loss: 0.0311667 | Time: 5499.82 ms
[2022-02-06 21:06:36 main:574] : INFO : Epoch 1781 | loss: 0.0311461 | val_loss: 0.0311659 | Time: 5423.13 ms
[2022-02-06 21:06:42 main:574] : INFO : Epoch 1782 | loss: 0.0311458 | val_loss: 0.0311656 | Time: 5611.99 ms
[2022-02-06 21:06:47 main:574] : INFO : Epoch 1783 | loss: 0.0311431 | val_loss: 0.0311729 | Time: 5374.45 ms
[2022-02-06 21:06:53 main:574] : INFO : Epoch 1784 | loss: 0.0311448 | val_loss: 0.0311715 | Time: 5493.95 ms
[2022-02-06 21:06:58 main:574] : INFO : Epoch 1785 | loss: 0.0311424 | val_loss: 0.031168 | Time: 5423.9 ms
[2022-02-06 21:07:04 main:574] : INFO : Epoch 1786 | loss: 0.031144 | val_loss: 0.031169 | Time: 5581.95 ms
[2022-02-06 21:07:10 main:574] : INFO : Epoch 1787 | loss: 0.0311465 | val_loss: 0.0311676 | Time: 5571.11 ms
[2022-02-06 21:07:15 main:574] : INFO : Epoch 1788 | loss: 0.031147 | val_loss: 0.0311651 | Time: 5608.45 ms
[2022-02-06 21:07:21 main:574] : INFO : Epoch 1789 | loss: 0.0311506 | val_loss: 0.0311749 | Time: 5416.68 ms
[2022-02-06 21:07:26 main:574] : INFO : Epoch 1790 | loss: 0.0311472 | val_loss: 0.0311752 | Time: 5325.97 ms
[2022-02-06 21:07:32 main:574] : INFO : Epoch 1791 | loss: 0.0311411 | val_loss: 0.0311691 | Time: 5519.34 ms
[2022-02-06 21:07:38 main:574] : INFO : Epoch 1792 | loss: 0.0311389 | val_loss: 0.0311723 | Time: 5515.08 ms
[2022-02-06 21:07:43 main:574] : INFO : Epoch 1793 | loss: 0.0311398 | val_loss: 0.0311674 | Time: 5348.49 ms
[2022-02-06 21:07:49 main:574] : INFO : Epoch 1794 | loss: 0.0311383 | val_loss: 0.0311732 | Time: 5438.58 ms
[2022-02-06 21:07:54 main:574] : INFO : Epoch 1795 | loss: 0.0311365 | val_loss: 0.031174 | Time: 5632.37 ms
[2022-02-06 21:08:00 main:574] : INFO : Epoch 1796 | loss: 0.0311363 | val_loss: 0.0311694 | Time: 5619 ms
[2022-02-06 21:08:06 main:574] : INFO : Epoch 1797 | loss: 0.0311389 | val_loss: 0.0311685 | Time: 5549.59 ms
[2022-02-06 21:08:11 main:574] : INFO : Epoch 1798 | loss: 0.0311392 | val_loss: 0.0311753 | Time: 5598.14 ms
[2022-02-06 21:08:17 main:574] : INFO : Epoch 1799 | loss: 0.0311396 | val_loss: 0.0311695 | Time: 5678.06 ms
[2022-02-06 21:08:23 main:574] : INFO : Epoch 1800 | loss: 0.0311391 | val_loss: 0.0311743 | Time: 5505.97 ms
[2022-02-06 21:08:28 main:574] : INFO : Epoch 1801 | loss: 0.0311404 | val_loss: 0.0311713 | Time: 5656.6 ms
[2022-02-06 21:08:34 main:574] : INFO : Epoch 1802 | loss: 0.0311375 | val_loss: 0.031171 | Time: 5483.89 ms
[2022-02-06 21:08:40 main:574] : INFO : Epoch 1803 | loss: 0.0311371 | val_loss: 0.0311683 | Time: 5559.69 ms
[2022-02-06 21:08:45 main:574] : INFO : Epoch 1804 | loss: 0.0311371 | val_loss: 0.0311682 | Time: 5559.24 ms
[2022-02-06 21:08:51 main:574] : INFO : Epoch 1805 | loss: 0.031137 | val_loss: 0.031175 | Time: 5559.88 ms
[2022-02-06 21:08:56 main:574] : INFO : Epoch 1806 | loss: 0.031136 | val_loss: 0.0311671 | Time: 5598.77 ms
[2022-02-06 21:09:02 main:574] : INFO : Epoch 1807 | loss: 0.0311354 | val_loss: 0.031172 | Time: 5694.61 ms
[2022-02-06 21:09:08 main:574] : INFO : Epoch 1808 | loss: 0.0311339 | val_loss: 0.0311771 | Time: 5552.89 ms
[2022-02-06 21:09:13 main:574] : INFO : Epoch 1809 | loss: 0.0311372 | val_loss: 0.0311657 | Time: 5477.54 ms
[2022-02-06 21:09:19 main:574] : INFO : Epoch 1810 | loss: 0.0311353 | val_loss: 0.0311665 | Time: 5506.73 ms
[2022-02-06 21:09:25 main:574] : INFO : Epoch 1811 | loss: 0.0311356 | val_loss: 0.0311696 | Time: 5463.39 ms
[2022-02-06 21:09:30 main:574] : INFO : Epoch 1812 | loss: 0.0311365 | val_loss: 0.031166 | Time: 5322.54 ms
[2022-02-06 21:09:36 main:574] : INFO : Epoch 1813 | loss: 0.0311365 | val_loss: 0.0311669 | Time: 5632.73 ms
[2022-02-06 21:09:41 main:574] : INFO : Epoch 1814 | loss: 0.031138 | val_loss: 0.03117 | Time: 5607.29 ms
[2022-02-06 21:09:47 main:574] : INFO : Epoch 1815 | loss: 0.0311357 | val_loss: 0.0311662 | Time: 5486.43 ms
[2022-02-06 21:09:53 main:574] : INFO : Epoch 1816 | loss: 0.0311346 | val_loss: 0.0311681 | Time: 5568.64 ms
[2022-02-06 21:09:58 main:574] : INFO : Epoch 1817 | loss: 0.0311338 | val_loss: 0.0311672 | Time: 5453.61 ms
[2022-02-06 21:10:04 main:574] : INFO : Epoch 1818 | loss: 0.0311381 | val_loss: 0.0311677 | Time: 5536.41 ms
[2022-02-06 21:10:10 main:574] : INFO : Epoch 1819 | loss: 0.0311395 | val_loss: 0.0311738 | Time: 5591.85 ms
[2022-02-06 21:10:15 main:574] : INFO : Epoch 1820 | loss: 0.0311417 | val_loss: 0.03117 | Time: 5559.26 ms
[2022-02-06 21:10:21 main:574] : INFO : Epoch 1821 | loss: 0.0311393 | val_loss: 0.0311686 | Time: 5582.44 ms
[2022-02-06 21:10:27 main:574] : INFO : Epoch 1822 | loss: 0.0311371 | val_loss: 0.0311681 | Time: 5662.24 ms
[2022-02-06 21:10:32 main:574] : INFO : Epoch 1823 | loss: 0.0311382 | val_loss: 0.0311685 | Time: 5438.64 ms
[2022-02-06 21:10:38 main:574] : INFO : Epoch 1824 | loss: 0.0311397 | val_loss: 0.0311653 | Time: 5550.84 ms
[2022-02-06 21:10:44 main:574] : INFO : Epoch 1825 | loss: 0.031139 | val_loss: 0.0311686 | Time: 5615.66 ms
[2022-02-06 21:10:49 main:574] : INFO : Epoch 1826 | loss: 0.0311359 | val_loss: 0.0311658 | Time: 5547.6 ms
[2022-02-06 21:10:55 main:574] : INFO : Epoch 1827 | loss: 0.0311343 | val_loss: 0.0311711 | Time: 5470.62 ms
[2022-02-06 21:11:00 main:574] : INFO : Epoch 1828 | loss: 0.0311367 | val_loss: 0.0311646 | Time: 5516.82 ms
[2022-02-06 21:11:06 main:574] : INFO : Epoch 1829 | loss: 0.0311399 | val_loss: 0.0311668 | Time: 5610.15 ms
[2022-02-06 21:11:12 main:574] : INFO : Epoch 1830 | loss: 0.0311373 | val_loss: 0.0311687 | Time: 5480.81 ms
[2022-02-06 21:11:17 main:574] : INFO : Epoch 1831 | loss: 0.0311381 | val_loss: 0.0311657 | Time: 5578.13 ms
[2022-02-06 21:11:23 main:574] : INFO : Epoch 1832 | loss: 0.0311377 | val_loss: 0.0311687 | Time: 5616.6 ms
[2022-02-06 21:11:28 main:574] : INFO : Epoch 1833 | loss: 0.0311375 | val_loss: 0.0311703 | Time: 5425.54 ms
[2022-02-06 21:11:34 main:574] : INFO : Epoch 1834 | loss: 0.0311361 | val_loss: 0.0311691 | Time: 5534.21 ms
[2022-02-06 21:11:40 main:574] : INFO : Epoch 1835 | loss: 0.0311345 | val_loss: 0.0311699 | Time: 5736.06 ms
[2022-02-06 21:11:45 main:574] : INFO : Epoch 1836 | loss: 0.0311361 | val_loss: 0.0311666 | Time: 5473.33 ms
[2022-02-06 21:11:51 main:574] : INFO : Epoch 1837 | loss: 0.0311354 | val_loss: 0.0311663 | Time: 5633.89 ms
[2022-02-06 21:11:57 main:574] : INFO : Epoch 1838 | loss: 0.0311354 | val_loss: 0.0311672 | Time: 5394.48 ms
[2022-02-06 21:12:02 main:574] : INFO : Epoch 1839 | loss: 0.0311369 | val_loss: 0.0311687 | Time: 5400.38 ms
[2022-02-06 21:12:08 main:574] : INFO : Epoch 1840 | loss: 0.0311389 | val_loss: 0.0311666 | Time: 5613.14 ms
[2022-02-06 21:12:14 main:574] : INFO : Epoch 1841 | loss: 0.0311382 | val_loss: 0.0311683 | Time: 5638.22 ms
[2022-02-06 21:12:19 main:574] : INFO : Epoch 1842 | loss: 0.031137 | val_loss: 0.0311785 | Time: 5557.4 ms
[2022-02-06 21:12:25 main:574] : INFO : Epoch 1843 | loss: 0.0311357 | val_loss: 0.0311745 | Time: 5394.11 ms
[2022-02-06 21:12:30 main:574] : INFO : Epoch 1844 | loss: 0.0311361 | val_loss: 0.0311704 | Time: 5380.67 ms
[2022-02-06 21:12:36 main:574] : INFO : Epoch 1845 | loss: 0.03114 | val_loss: 0.031172 | Time: 5557.49 ms
[2022-02-06 21:12:42 main:574] : INFO : Epoch 1846 | loss: 0.0311422 | val_loss: 0.0311709 | Time: 5649.52 ms
[2022-02-06 21:12:47 main:574] : INFO : Epoch 1847 | loss: 0.0311396 | val_loss: 0.0311747 | Time: 5499.02 ms
[2022-02-06 21:12:53 main:574] : INFO : Epoch 1848 | loss: 0.0311421 | val_loss: 0.0311757 | Time: 5610.33 ms
[2022-02-06 21:12:58 main:574] : INFO : Epoch 1849 | loss: 0.0311399 | val_loss: 0.0311688 | Time: 5444.91 ms
[2022-02-06 21:13:04 main:574] : INFO : Epoch 1850 | loss: 0.0311384 | val_loss: 0.0311715 | Time: 5584.27 ms
[2022-02-06 21:13:09 main:574] : INFO : Epoch 1851 | loss: 0.0311352 | val_loss: 0.0311762 | Time: 5394.71 ms
[2022-02-06 21:13:15 main:574] : INFO : Epoch 1852 | loss: 0.0311339 | val_loss: 0.0311711 | Time: 5456.98 ms
[2022-02-06 21:13:21 main:574] : INFO : Epoch 1853 | loss: 0.0311337 | val_loss: 0.031168 | Time: 5565.24 ms
[2022-02-06 21:13:26 main:574] : INFO : Epoch 1854 | loss: 0.031151 | val_loss: 0.0311732 | Time: 5591.33 ms
[2022-02-06 21:13:32 main:574] : INFO : Epoch 1855 | loss: 0.0311679 | val_loss: 0.0311766 | Time: 5538.3 ms
[2022-02-06 21:13:38 main:574] : INFO : Epoch 1856 | loss: 0.0311702 | val_loss: 0.0311663 | Time: 5416.17 ms
[2022-02-06 21:13:43 main:574] : INFO : Epoch 1857 | loss: 0.0311612 | val_loss: 0.0311654 | Time: 5508.12 ms
[2022-02-06 21:13:49 main:574] : INFO : Epoch 1858 | loss: 0.0311572 | val_loss: 0.0311677 | Time: 5616.71 ms
[2022-02-06 21:13:54 main:574] : INFO : Epoch 1859 | loss: 0.0311587 | val_loss: 0.0311721 | Time: 5439.6 ms
[2022-02-06 21:14:00 main:574] : INFO : Epoch 1860 | loss: 0.0311558 | val_loss: 0.0311675 | Time: 5677.89 ms
[2022-02-06 21:14:06 main:574] : INFO : Epoch 1861 | loss: 0.0311539 | val_loss: 0.0311688 | Time: 5475.51 ms
[2022-02-06 21:14:11 main:574] : INFO : Epoch 1862 | loss: 0.0311533 | val_loss: 0.0311679 | Time: 5434.01 ms
[2022-02-06 21:14:17 main:574] : INFO : Epoch 1863 | loss: 0.0311526 | val_loss: 0.0311695 | Time: 5367.04 ms
[2022-02-06 21:14:22 main:574] : INFO : Epoch 1864 | loss: 0.0311484 | val_loss: 0.03117 | Time: 5428.4 ms
[2022-02-06 21:14:28 main:574] : INFO : Epoch 1865 | loss: 0.0311461 | val_loss: 0.0311664 | Time: 5553.5 ms
[2022-02-06 21:14:34 main:574] : INFO : Epoch 1866 | loss: 0.0311446 | val_loss: 0.0311706 | Time: 5532.38 ms
[2022-02-06 21:14:39 main:574] : INFO : Epoch 1867 | loss: 0.031146 | val_loss: 0.0311656 | Time: 5383.36 ms
[2022-02-06 21:14:45 main:574] : INFO : Epoch 1868 | loss: 0.0311475 | val_loss: 0.031168 | Time: 5653.32 ms
[2022-02-06 21:14:50 main:574] : INFO : Epoch 1869 | loss: 0.0311465 | val_loss: 0.0311689 | Time: 5486.42 ms
[2022-02-06 21:14:56 main:574] : INFO : Epoch 1870 | loss: 0.0311441 | val_loss: 0.031171 | Time: 5602.75 ms
[2022-02-06 21:15:02 main:574] : INFO : Epoch 1871 | loss: 0.0311432 | val_loss: 0.0311675 | Time: 5608.29 ms
[2022-02-06 21:15:07 main:574] : INFO : Epoch 1872 | loss: 0.0311418 | val_loss: 0.0311709 | Time: 5488.24 ms
[2022-02-06 21:15:13 main:574] : INFO : Epoch 1873 | loss: 0.0311453 | val_loss: 0.0311676 | Time: 5464.4 ms
[2022-02-06 21:15:18 main:574] : INFO : Epoch 1874 | loss: 0.0311448 | val_loss: 0.0311673 | Time: 5460.41 ms
[2022-02-06 21:15:24 main:574] : INFO : Epoch 1875 | loss: 0.0311427 | val_loss: 0.0311676 | Time: 5569.28 ms
[2022-02-06 21:15:30 main:574] : INFO : Epoch 1876 | loss: 0.0311434 | val_loss: 0.0311699 | Time: 5392.86 ms
[2022-02-06 21:15:35 main:574] : INFO : Epoch 1877 | loss: 0.0311425 | val_loss: 0.0311672 | Time: 5672.15 ms
[2022-02-06 21:15:41 main:574] : INFO : Epoch 1878 | loss: 0.0311397 | val_loss: 0.0311723 | Time: 5544.96 ms
[2022-02-06 21:15:47 main:574] : INFO : Epoch 1879 | loss: 0.0311415 | val_loss: 0.0311715 | Time: 5483.83 ms
[2022-02-06 21:15:52 main:574] : INFO : Epoch 1880 | loss: 0.0311397 | val_loss: 0.0311687 | Time: 5620.54 ms
[2022-02-06 21:15:58 main:574] : INFO : Epoch 1881 | loss: 0.0311381 | val_loss: 0.0311662 | Time: 5576.99 ms
[2022-02-06 21:16:04 main:574] : INFO : Epoch 1882 | loss: 0.0311377 | val_loss: 0.0311686 | Time: 5622.9 ms
[2022-02-06 21:16:09 main:574] : INFO : Epoch 1883 | loss: 0.0311369 | val_loss: 0.0311642 | Time: 5685.14 ms
[2022-02-06 21:16:15 main:574] : INFO : Epoch 1884 | loss: 0.0311391 | val_loss: 0.0311709 | Time: 5487.08 ms
[2022-02-06 21:16:20 main:574] : INFO : Epoch 1885 | loss: 0.0311416 | val_loss: 0.0311695 | Time: 5425.28 ms
[2022-02-06 21:16:26 main:574] : INFO : Epoch 1886 | loss: 0.0311473 | val_loss: 0.0311705 | Time: 5645.67 ms
[2022-02-06 21:16:32 main:574] : INFO : Epoch 1887 | loss: 0.0311431 | val_loss: 0.0311704 | Time: 5432.82 ms
[2022-02-06 21:16:37 main:574] : INFO : Epoch 1888 | loss: 0.031141 | val_loss: 0.0311669 | Time: 5566.84 ms
[2022-02-06 21:16:43 main:574] : INFO : Epoch 1889 | loss: 0.0311406 | val_loss: 0.0311675 | Time: 5616.92 ms
[2022-02-06 21:16:49 main:574] : INFO : Epoch 1890 | loss: 0.0311407 | val_loss: 0.0311671 | Time: 5522.87 ms
[2022-02-06 21:16:54 main:574] : INFO : Epoch 1891 | loss: 0.0311387 | val_loss: 0.0311682 | Time: 5471.3 ms
[2022-02-06 21:17:00 main:574] : INFO : Epoch 1892 | loss: 0.0311407 | val_loss: 0.0311642 | Time: 5648.07 ms
[2022-02-06 21:17:05 main:574] : INFO : Epoch 1893 | loss: 0.0311382 | val_loss: 0.031165 | Time: 5414.51 ms
[2022-02-06 21:17:11 main:574] : INFO : Epoch 1894 | loss: 0.0311373 | val_loss: 0.0311656 | Time: 5592.91 ms
[2022-02-06 21:17:17 main:574] : INFO : Epoch 1895 | loss: 0.0311368 | val_loss: 0.0311667 | Time: 5458.99 ms
[2022-02-06 21:17:22 main:574] : INFO : Epoch 1896 | loss: 0.0311349 | val_loss: 0.0311666 | Time: 5586.62 ms
[2022-02-06 21:17:28 main:574] : INFO : Epoch 1897 | loss: 0.0311349 | val_loss: 0.0311677 | Time: 5516.43 ms
[2022-02-06 21:17:33 main:574] : INFO : Epoch 1898 | loss: 0.0311353 | val_loss: 0.0311688 | Time: 5388.34 ms
[2022-02-06 21:17:39 main:574] : INFO : Epoch 1899 | loss: 0.0311396 | val_loss: 0.0311644 | Time: 5672.05 ms
[2022-02-06 21:17:45 main:574] : INFO : Epoch 1900 | loss: 0.0311384 | val_loss: 0.0311667 | Time: 5552.46 ms
[2022-02-06 21:17:50 main:574] : INFO : Epoch 1901 | loss: 0.0311363 | val_loss: 0.0311659 | Time: 5518.13 ms
[2022-02-06 21:17:56 main:574] : INFO : Epoch 1902 | loss: 0.0311355 | val_loss: 0.0311664 | Time: 5658.15 ms
[2022-02-06 21:18:02 main:574] : INFO : Epoch 1903 | loss: 0.0311343 | val_loss: 0.0311679 | Time: 5616.46 ms
[2022-02-06 21:18:07 main:574] : INFO : Epoch 1904 | loss: 0.0311342 | val_loss: 0.0311678 | Time: 5471.04 ms
[2022-02-06 21:18:13 main:574] : INFO : Epoch 1905 | loss: 0.0311348 | val_loss: 0.0311736 | Time: 5589.35 ms
[2022-02-06 21:18:18 main:574] : INFO : Epoch 1906 | loss: 0.0311334 | val_loss: 0.0311697 | Time: 5383.67 ms
[2022-02-06 21:18:24 main:574] : INFO : Epoch 1907 | loss: 0.0311313 | val_loss: 0.031168 | Time: 5502.36 ms
[2022-02-06 21:18:30 main:574] : INFO : Epoch 1908 | loss: 0.0311317 | val_loss: 0.0311716 | Time: 5613.06 ms
[2022-02-06 21:18:35 main:574] : INFO : Epoch 1909 | loss: 0.0311347 | val_loss: 0.0311696 | Time: 5549.32 ms
[2022-02-06 21:18:41 main:574] : INFO : Epoch 1910 | loss: 0.031133 | val_loss: 0.0311659 | Time: 5536.32 ms
[2022-02-06 21:18:47 main:574] : INFO : Epoch 1911 | loss: 0.031134 | val_loss: 0.0311708 | Time: 5657.96 ms
[2022-02-06 21:18:52 main:574] : INFO : Epoch 1912 | loss: 0.0311372 | val_loss: 0.0311664 | Time: 5474.38 ms
[2022-02-06 21:18:58 main:574] : INFO : Epoch 1913 | loss: 0.0311435 | val_loss: 0.0311645 | Time: 5698.37 ms
[2022-02-06 21:19:04 main:574] : INFO : Epoch 1914 | loss: 0.0311439 | val_loss: 0.0311649 | Time: 5738.3 ms
[2022-02-06 21:19:09 main:574] : INFO : Epoch 1915 | loss: 0.0311397 | val_loss: 0.0311644 | Time: 5421.86 ms
[2022-02-06 21:19:15 main:574] : INFO : Epoch 1916 | loss: 0.0311375 | val_loss: 0.0311594 | Time: 5332.16 ms
[2022-02-06 21:19:21 main:574] : INFO : Epoch 1917 | loss: 0.0311354 | val_loss: 0.0311644 | Time: 5589.46 ms
[2022-02-06 21:19:26 main:574] : INFO : Epoch 1918 | loss: 0.0311351 | val_loss: 0.0311659 | Time: 5402.1 ms
[2022-02-06 21:19:32 main:574] : INFO : Epoch 1919 | loss: 0.031137 | val_loss: 0.0311706 | Time: 5471.15 ms
[2022-02-06 21:19:37 main:574] : INFO : Epoch 1920 | loss: 0.0311425 | val_loss: 0.0311665 | Time: 5302.04 ms
[2022-02-06 21:19:43 main:574] : INFO : Epoch 1921 | loss: 0.0311419 | val_loss: 0.0311671 | Time: 5591.84 ms
[2022-02-06 21:19:48 main:574] : INFO : Epoch 1922 | loss: 0.0311371 | val_loss: 0.031169 | Time: 5501.54 ms
[2022-02-06 21:19:54 main:574] : INFO : Epoch 1923 | loss: 0.0311387 | val_loss: 0.0311652 | Time: 5481.08 ms
[2022-02-06 21:19:59 main:574] : INFO : Epoch 1924 | loss: 0.0311364 | val_loss: 0.031166 | Time: 5464.79 ms
[2022-02-06 21:20:05 main:574] : INFO : Epoch 1925 | loss: 0.0311359 | val_loss: 0.0311698 | Time: 5402.68 ms
[2022-02-06 21:20:10 main:574] : INFO : Epoch 1926 | loss: 0.0311356 | val_loss: 0.0311683 | Time: 5500.35 ms
[2022-02-06 21:20:16 main:574] : INFO : Epoch 1927 | loss: 0.0311371 | val_loss: 0.031167 | Time: 5572.45 ms
[2022-02-06 21:20:22 main:574] : INFO : Epoch 1928 | loss: 0.0311394 | val_loss: 0.0311699 | Time: 5529.01 ms
[2022-02-06 21:20:27 main:574] : INFO : Epoch 1929 | loss: 0.0311387 | val_loss: 0.0311663 | Time: 5412.85 ms
[2022-02-06 21:20:33 main:574] : INFO : Epoch 1930 | loss: 0.0311351 | val_loss: 0.0311657 | Time: 5616.51 ms
[2022-02-06 21:20:39 main:574] : INFO : Epoch 1931 | loss: 0.031133 | val_loss: 0.0311693 | Time: 5587.91 ms
[2022-02-06 21:20:44 main:574] : INFO : Epoch 1932 | loss: 0.0311498 | val_loss: 0.0311681 | Time: 5623.38 ms
[2022-02-06 21:20:50 main:574] : INFO : Epoch 1933 | loss: 0.0311595 | val_loss: 0.0311705 | Time: 5840.46 ms
[2022-02-06 21:20:56 main:574] : INFO : Epoch 1934 | loss: 0.0311562 | val_loss: 0.0311676 | Time: 5590.94 ms
[2022-02-06 21:21:02 main:574] : INFO : Epoch 1935 | loss: 0.0311532 | val_loss: 0.0311668 | Time: 5553.94 ms
[2022-02-06 21:21:07 main:574] : INFO : Epoch 1936 | loss: 0.0311504 | val_loss: 0.031166 | Time: 5627.22 ms
[2022-02-06 21:21:13 main:574] : INFO : Epoch 1937 | loss: 0.0311494 | val_loss: 0.031164 | Time: 5498.99 ms
[2022-02-06 21:21:18 main:574] : INFO : Epoch 1938 | loss: 0.0311465 | val_loss: 0.0311637 | Time: 5333.15 ms
[2022-02-06 21:21:24 main:574] : INFO : Epoch 1939 | loss: 0.0311478 | val_loss: 0.0311664 | Time: 5407.72 ms
[2022-02-06 21:21:29 main:574] : INFO : Epoch 1940 | loss: 0.0311477 | val_loss: 0.0311694 | Time: 5465.05 ms
[2022-02-06 21:21:35 main:574] : INFO : Epoch 1941 | loss: 0.0311498 | val_loss: 0.031166 | Time: 5440.97 ms
[2022-02-06 21:21:40 main:574] : INFO : Epoch 1942 | loss: 0.0311475 | val_loss: 0.0311701 | Time: 5558.85 ms
[2022-02-06 21:21:46 main:574] : INFO : Epoch 1943 | loss: 0.0311466 | val_loss: 0.0311651 | Time: 5687.77 ms
[2022-02-06 21:21:52 main:574] : INFO : Epoch 1944 | loss: 0.0311451 | val_loss: 0.0311687 | Time: 5513.14 ms
[2022-02-06 21:21:57 main:574] : INFO : Epoch 1945 | loss: 0.0311438 | val_loss: 0.0311667 | Time: 5399.61 ms
[2022-02-06 21:22:03 main:574] : INFO : Epoch 1946 | loss: 0.0311474 | val_loss: 0.03117 | Time: 5500.8 ms
[2022-02-06 21:22:09 main:574] : INFO : Epoch 1947 | loss: 0.0311449 | val_loss: 0.0311653 | Time: 5761.86 ms
[2022-02-06 21:22:14 main:574] : INFO : Epoch 1948 | loss: 0.0311419 | val_loss: 0.0311662 | Time: 5516.47 ms
[2022-02-06 21:22:20 main:574] : INFO : Epoch 1949 | loss: 0.0311409 | val_loss: 0.0311708 | Time: 5402.93 ms
[2022-02-06 21:22:25 main:574] : INFO : Epoch 1950 | loss: 0.0311464 | val_loss: 0.0311674 | Time: 5619.25 ms
[2022-02-06 21:22:31 main:574] : INFO : Epoch 1951 | loss: 0.031151 | val_loss: 0.0311665 | Time: 5554.76 ms
[2022-02-06 21:22:37 main:574] : INFO : Epoch 1952 | loss: 0.0311466 | val_loss: 0.031161 | Time: 5503.84 ms
[2022-02-06 21:22:43 main:574] : INFO : Epoch 1953 | loss: 0.0311454 | val_loss: 0.0311625 | Time: 5720.7 ms
[2022-02-06 21:22:48 main:574] : INFO : Epoch 1954 | loss: 0.031142 | val_loss: 0.0311655 | Time: 5490.64 ms
[2022-02-06 21:22:54 main:574] : INFO : Epoch 1955 | loss: 0.0311405 | val_loss: 0.0311603 | Time: 5442.81 ms
[2022-02-06 21:22:59 main:574] : INFO : Epoch 1956 | loss: 0.0311384 | val_loss: 0.0311632 | Time: 5343.37 ms
[2022-02-06 21:23:05 main:574] : INFO : Epoch 1957 | loss: 0.0311376 | val_loss: 0.0311623 | Time: 5550.85 ms
[2022-02-06 21:23:10 main:574] : INFO : Epoch 1958 | loss: 0.0311401 | val_loss: 0.0311703 | Time: 5461.48 ms
[2022-02-06 21:23:16 main:574] : INFO : Epoch 1959 | loss: 0.0311403 | val_loss: 0.0311653 | Time: 5505.93 ms
[2022-02-06 21:23:22 main:574] : INFO : Epoch 1960 | loss: 0.0311413 | val_loss: 0.0311612 | Time: 5669.39 ms
[2022-02-06 21:23:27 main:574] : INFO : Epoch 1961 | loss: 0.0311408 | val_loss: 0.0311643 | Time: 5523.26 ms
[2022-02-06 21:23:33 main:574] : INFO : Epoch 1962 | loss: 0.03114 | val_loss: 0.0311651 | Time: 5572.91 ms
[2022-02-06 21:23:38 main:574] : INFO : Epoch 1963 | loss: 0.0311424 | val_loss: 0.0311618 | Time: 5552.66 ms
[2022-02-06 21:23:44 main:574] : INFO : Epoch 1964 | loss: 0.03114 | val_loss: 0.0311625 | Time: 5591.01 ms
[2022-02-06 21:23:50 main:574] : INFO : Epoch 1965 | loss: 0.0311393 | val_loss: 0.0311662 | Time: 5542.43 ms
[2022-02-06 21:23:56 main:574] : INFO : Epoch 1966 | loss: 0.031139 | val_loss: 0.0311632 | Time: 5681.07 ms
[2022-02-06 21:24:01 main:574] : INFO : Epoch 1967 | loss: 0.031139 | val_loss: 0.0311643 | Time: 5645.97 ms
[2022-02-06 21:24:07 main:574] : INFO : Epoch 1968 | loss: 0.031138 | val_loss: 0.0311588 | Time: 5635.25 ms
[2022-02-06 21:24:13 main:574] : INFO : Epoch 1969 | loss: 0.0311371 | val_loss: 0.0311611 | Time: 5545.02 ms
[2022-02-06 21:24:18 main:574] : INFO : Epoch 1970 | loss: 0.031134 | val_loss: 0.0311639 | Time: 5522.46 ms
[2022-02-06 21:24:24 main:574] : INFO : Epoch 1971 | loss: 0.0311353 | val_loss: 0.0311618 | Time: 5685.91 ms
[2022-02-06 21:24:29 main:574] : INFO : Epoch 1972 | loss: 0.0311345 | val_loss: 0.031161 | Time: 5335.18 ms
[2022-02-06 21:24:35 main:574] : INFO : Epoch 1973 | loss: 0.0311329 | val_loss: 0.0311598 | Time: 5507.61 ms
[2022-02-06 21:24:41 main:574] : INFO : Epoch 1974 | loss: 0.0311356 | val_loss: 0.0311631 | Time: 5628.5 ms
[2022-02-06 21:24:46 main:574] : INFO : Epoch 1975 | loss: 0.0311412 | val_loss: 0.0311642 | Time: 5536.57 ms
[2022-02-06 21:24:52 main:574] : INFO : Epoch 1976 | loss: 0.0311538 | val_loss: 0.0311706 | Time: 5344.62 ms
[2022-02-06 21:24:57 main:574] : INFO : Epoch 1977 | loss: 0.0311569 | val_loss: 0.0311629 | Time: 5435.28 ms
[2022-02-06 21:25:03 main:574] : INFO : Epoch 1978 | loss: 0.031155 | val_loss: 0.0311651 | Time: 5601.54 ms
[2022-02-06 21:25:08 main:574] : INFO : Epoch 1979 | loss: 0.0311523 | val_loss: 0.0311662 | Time: 5355.92 ms
[2022-02-06 21:25:14 main:574] : INFO : Epoch 1980 | loss: 0.0311498 | val_loss: 0.0311701 | Time: 5446.93 ms
[2022-02-06 21:25:19 main:574] : INFO : Epoch 1981 | loss: 0.0311505 | val_loss: 0.0311662 | Time: 5282.16 ms
[2022-02-06 21:25:25 main:574] : INFO : Epoch 1982 | loss: 0.0311501 | val_loss: 0.031166 | Time: 5636.85 ms
[2022-02-06 21:25:31 main:574] : INFO : Epoch 1983 | loss: 0.0311478 | val_loss: 0.0311693 | Time: 5532.6 ms
[2022-02-06 21:25:36 main:574] : INFO : Epoch 1984 | loss: 0.0311482 | val_loss: 0.0311657 | Time: 5492.9 ms
[2022-02-06 21:25:42 main:574] : INFO : Epoch 1985 | loss: 0.0311469 | val_loss: 0.0311667 | Time: 5502.89 ms
[2022-02-06 21:25:47 main:574] : INFO : Epoch 1986 | loss: 0.0311448 | val_loss: 0.0311659 | Time: 5559.04 ms
[2022-02-06 21:25:53 main:574] : INFO : Epoch 1987 | loss: 0.0311436 | val_loss: 0.0311648 | Time: 5481.27 ms
[2022-02-06 21:25:59 main:574] : INFO : Epoch 1988 | loss: 0.0311431 | val_loss: 0.0311664 | Time: 5570.91 ms
[2022-02-06 21:26:04 main:574] : INFO : Epoch 1989 | loss: 0.0311452 | val_loss: 0.0311645 | Time: 5760.46 ms
[2022-02-06 21:26:10 main:574] : INFO : Epoch 1990 | loss: 0.031145 | val_loss: 0.0311662 | Time: 5491.88 ms
[2022-02-06 21:26:16 main:574] : INFO : Epoch 1991 | loss: 0.0311446 | val_loss: 0.031166 | Time: 5436.29 ms
[2022-02-06 21:26:21 main:574] : INFO : Epoch 1992 | loss: 0.0311446 | val_loss: 0.0311693 | Time: 5530.11 ms
[2022-02-06 21:26:27 main:574] : INFO : Epoch 1993 | loss: 0.0311432 | val_loss: 0.0311633 | Time: 5338.79 ms
[2022-02-06 21:26:32 main:574] : INFO : Epoch 1994 | loss: 0.0311451 | val_loss: 0.031164 | Time: 5392.98 ms
[2022-02-06 21:26:38 main:574] : INFO : Epoch 1995 | loss: 0.0311469 | val_loss: 0.0311823 | Time: 5378.61 ms
[2022-02-06 21:26:43 main:574] : INFO : Epoch 1996 | loss: 0.03115 | val_loss: 0.0311744 | Time: 5594.02 ms
[2022-02-06 21:26:49 main:574] : INFO : Epoch 1997 | loss: 0.031152 | val_loss: 0.0311759 | Time: 5545.27 ms
[2022-02-06 21:26:54 main:574] : INFO : Epoch 1998 | loss: 0.0313306 | val_loss: 0.0315207 | Time: 5575.58 ms
[2022-02-06 21:27:00 main:574] : INFO : Epoch 1999 | loss: 0.0315762 | val_loss: 0.0312592 | Time: 5620.36 ms
[2022-02-06 21:27:06 main:574] : INFO : Epoch 2000 | loss: 0.031335 | val_loss: 0.0312326 | Time: 5512.94 ms
[2022-02-06 21:27:11 main:574] : INFO : Epoch 2001 | loss: 0.0311725 | val_loss: 0.0311748 | Time: 5581.19 ms
[2022-02-06 21:27:17 main:574] : INFO : Epoch 2002 | loss: 0.0311487 | val_loss: 0.031166 | Time: 5310.16 ms
[2022-02-06 21:27:22 main:574] : INFO : Epoch 2003 | loss: 0.0311401 | val_loss: 0.0311654 | Time: 5530.18 ms
[2022-02-06 21:27:28 main:574] : INFO : Epoch 2004 | loss: 0.0311437 | val_loss: 0.0311653 | Time: 5507.37 ms
[2022-02-06 21:27:34 main:574] : INFO : Epoch 2005 | loss: 0.0311419 | val_loss: 0.0311642 | Time: 5631.63 ms
[2022-02-06 21:27:39 main:574] : INFO : Epoch 2006 | loss: 0.0311464 | val_loss: 0.0311665 | Time: 5510.7 ms
[2022-02-06 21:27:45 main:574] : INFO : Epoch 2007 | loss: 0.0311468 | val_loss: 0.0311662 | Time: 5426.25 ms
[2022-02-06 21:27:50 main:574] : INFO : Epoch 2008 | loss: 0.0311492 | val_loss: 0.0311648 | Time: 5530.23 ms
[2022-02-06 21:27:56 main:574] : INFO : Epoch 2009 | loss: 0.0311459 | val_loss: 0.0311655 | Time: 5531.4 ms
[2022-02-06 21:28:02 main:574] : INFO : Epoch 2010 | loss: 0.0311447 | val_loss: 0.0311617 | Time: 5470.47 ms
[2022-02-06 21:28:07 main:574] : INFO : Epoch 2011 | loss: 0.031143 | val_loss: 0.0311635 | Time: 5728.34 ms
[2022-02-06 21:28:13 main:574] : INFO : Epoch 2012 | loss: 0.0311425 | val_loss: 0.0311595 | Time: 5508.66 ms
[2022-02-06 21:28:19 main:574] : INFO : Epoch 2013 | loss: 0.0311427 | val_loss: 0.0311654 | Time: 5543.91 ms
[2022-02-06 21:28:24 main:574] : INFO : Epoch 2014 | loss: 0.0311455 | val_loss: 0.0311672 | Time: 5463.97 ms
[2022-02-06 21:28:30 main:574] : INFO : Epoch 2015 | loss: 0.0311458 | val_loss: 0.031165 | Time: 5520.18 ms
[2022-02-06 21:28:35 main:574] : INFO : Epoch 2016 | loss: 0.0311416 | val_loss: 0.0311635 | Time: 5394.09 ms
[2022-02-06 21:28:41 main:574] : INFO : Epoch 2017 | loss: 0.0311397 | val_loss: 0.031166 | Time: 5434.95 ms
[2022-02-06 21:28:46 main:574] : INFO : Epoch 2018 | loss: 0.03114 | val_loss: 0.0311634 | Time: 5547.14 ms
[2022-02-06 21:28:52 main:574] : INFO : Epoch 2019 | loss: 0.0311382 | val_loss: 0.0311644 | Time: 5413.57 ms
[2022-02-06 21:28:57 main:574] : INFO : Epoch 2020 | loss: 0.0311392 | val_loss: 0.0311669 | Time: 5392.81 ms
[2022-02-06 21:29:03 main:574] : INFO : Epoch 2021 | loss: 0.0311392 | val_loss: 0.0311645 | Time: 5621.6 ms
[2022-02-06 21:29:09 main:574] : INFO : Epoch 2022 | loss: 0.0311388 | val_loss: 0.0311635 | Time: 5592.7 ms
[2022-02-06 21:29:14 main:574] : INFO : Epoch 2023 | loss: 0.0311372 | val_loss: 0.0311642 | Time: 5527.63 ms
[2022-02-06 21:29:20 main:574] : INFO : Epoch 2024 | loss: 0.031137 | val_loss: 0.0311647 | Time: 5668.75 ms
[2022-02-06 21:29:26 main:574] : INFO : Epoch 2025 | loss: 0.0311368 | val_loss: 0.0311631 | Time: 5614.89 ms
[2022-02-06 21:29:31 main:574] : INFO : Epoch 2026 | loss: 0.0311362 | val_loss: 0.0311638 | Time: 5470.36 ms
[2022-02-06 21:29:37 main:574] : INFO : Epoch 2027 | loss: 0.0311349 | val_loss: 0.0311607 | Time: 5644.15 ms
[2022-02-06 21:29:43 main:574] : INFO : Epoch 2028 | loss: 0.0311338 | val_loss: 0.0311632 | Time: 5521.46 ms
[2022-02-06 21:29:48 main:574] : INFO : Epoch 2029 | loss: 0.0311343 | val_loss: 0.0311636 | Time: 5496.42 ms
[2022-02-06 21:29:54 main:574] : INFO : Epoch 2030 | loss: 0.0311371 | val_loss: 0.0311632 | Time: 5472.57 ms
[2022-02-06 21:30:00 main:574] : INFO : Epoch 2031 | loss: 0.0311359 | val_loss: 0.0311642 | Time: 5737.47 ms
[2022-02-06 21:30:05 main:574] : INFO : Epoch 2032 | loss: 0.0311412 | val_loss: 0.031165 | Time: 5606.21 ms
[2022-02-06 21:30:11 main:574] : INFO : Epoch 2033 | loss: 0.0311389 | val_loss: 0.0311618 | Time: 5608.43 ms
[2022-02-06 21:30:16 main:574] : INFO : Epoch 2034 | loss: 0.0311376 | val_loss: 0.031162 | Time: 5423.8 ms
[2022-02-06 21:30:22 main:574] : INFO : Epoch 2035 | loss: 0.0311359 | val_loss: 0.0311624 | Time: 5447.81 ms
[2022-02-06 21:30:27 main:574] : INFO : Epoch 2036 | loss: 0.0311361 | val_loss: 0.0311658 | Time: 5508 ms
[2022-02-06 21:30:33 main:574] : INFO : Epoch 2037 | loss: 0.0311334 | val_loss: 0.0311686 | Time: 5494.54 ms
[2022-02-06 21:30:39 main:574] : INFO : Epoch 2038 | loss: 0.0311344 | val_loss: 0.0311685 | Time: 5425.96 ms
[2022-02-06 21:30:44 main:574] : INFO : Epoch 2039 | loss: 0.0311368 | val_loss: 0.0311705 | Time: 5472.92 ms
[2022-02-06 21:30:50 main:574] : INFO : Epoch 2040 | loss: 0.0311358 | val_loss: 0.0311651 | Time: 5389.05 ms
[2022-02-06 21:30:55 main:574] : INFO : Epoch 2041 | loss: 0.031135 | val_loss: 0.0311628 | Time: 5584.36 ms
[2022-02-06 21:31:01 main:574] : INFO : Epoch 2042 | loss: 0.0311349 | val_loss: 0.0311632 | Time: 5578.73 ms
[2022-02-06 21:31:06 main:574] : INFO : Epoch 2043 | loss: 0.0311371 | val_loss: 0.0311647 | Time: 5481.22 ms
[2022-02-06 21:31:12 main:574] : INFO : Epoch 2044 | loss: 0.0311345 | val_loss: 0.0311665 | Time: 5583.41 ms
[2022-02-06 21:31:18 main:574] : INFO : Epoch 2045 | loss: 0.0311351 | val_loss: 0.0311669 | Time: 5489.91 ms
[2022-02-06 21:31:23 main:574] : INFO : Epoch 2046 | loss: 0.0311381 | val_loss: 0.0311635 | Time: 5664.4 ms
[2022-02-06 21:31:29 main:574] : INFO : Epoch 2047 | loss: 0.031137 | val_loss: 0.0311678 | Time: 5561.64 ms
[2022-02-06 21:31:34 main:574] : INFO : Epoch 2048 | loss: 0.0311362 | val_loss: 0.031163 | Time: 5311.58 ms
[2022-02-06 21:31:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031163
[2022-02-06 21:31:34 main:603] : INFO : Saving end state to config to file
[2022-02-06 21:31:35 main:608] : INFO : Success, exiting..
21:31:35 (17400): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)