Task 5308094
| Name | ParityMachine-1622597338-13037-1_1 |
| Workunit | 3182944 |
| Created | 7 Jun 2021, 5:58:35 UTC |
| Sent | 7 Jun 2021, 10:02:49 UTC |
| Report deadline | 14 Jun 2021, 10:02:49 UTC |
| Received | 7 Jun 2021, 18:24:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1832 |
| Run time | 3 hours 28 min 46 sec |
| CPU time | 1 hours 57 min 26 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 884.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311457 | val_loss: 0.0311712 | Time: 5350.52 ms
[2021-06-07 16:31:37 main:574] : INFO : Epoch 1543 | loss: 0.0311448 | val_loss: 0.0311724 | Time: 5479.26 ms
[2021-06-07 16:31:43 main:574] : INFO : Epoch 1544 | loss: 0.0311437 | val_loss: 0.0311736 | Time: 5511.13 ms
[2021-06-07 16:31:48 main:574] : INFO : Epoch 1545 | loss: 0.0311444 | val_loss: 0.0311807 | Time: 5467.74 ms
[2021-06-07 16:31:54 main:574] : INFO : Epoch 1546 | loss: 0.0311463 | val_loss: 0.0311724 | Time: 5402.17 ms
[2021-06-07 16:32:00 main:574] : INFO : Epoch 1547 | loss: 0.0311472 | val_loss: 0.0311701 | Time: 5388.54 ms
[2021-06-07 16:32:06 main:574] : INFO : Epoch 1548 | loss: 0.031144 | val_loss: 0.0311694 | Time: 5330.68 ms
[2021-06-07 16:32:11 main:574] : INFO : Epoch 1549 | loss: 0.0311469 | val_loss: 0.0311813 | Time: 5360.59 ms
[2021-06-07 16:32:17 main:574] : INFO : Epoch 1550 | loss: 0.0311555 | val_loss: 0.0311768 | Time: 5390.59 ms
[2021-06-07 16:32:22 main:574] : INFO : Epoch 1551 | loss: 0.0311514 | val_loss: 0.0311728 | Time: 5398.71 ms
[2021-06-07 16:32:28 main:574] : INFO : Epoch 1552 | loss: 0.0311502 | val_loss: 0.0311687 | Time: 5400.87 ms
[2021-06-07 16:32:34 main:574] : INFO : Epoch 1553 | loss: 0.0311593 | val_loss: 0.0311745 | Time: 5462.35 ms
[2021-06-07 16:32:39 main:574] : INFO : Epoch 1554 | loss: 0.031163 | val_loss: 0.0311671 | Time: 5310.49 ms
[2021-06-07 16:32:45 main:574] : INFO : Epoch 1555 | loss: 0.0311587 | val_loss: 0.0311755 | Time: 5360.23 ms
[2021-06-07 16:32:50 main:574] : INFO : Epoch 1556 | loss: 0.0311583 | val_loss: 0.0311695 | Time: 5381.26 ms
[2021-06-07 16:32:56 main:574] : INFO : Epoch 1557 | loss: 0.0311548 | val_loss: 0.0311672 | Time: 5296.12 ms
[2021-06-07 16:33:01 main:574] : INFO : Epoch 1558 | loss: 0.031154 | val_loss: 0.0311702 | Time: 5294.68 ms
[2021-06-07 16:33:07 main:574] : INFO : Epoch 1559 | loss: 0.0311534 | val_loss: 0.0311691 | Time: 5336.32 ms
[2021-06-07 16:33:13 main:574] : INFO : Epoch 1560 | loss: 0.0311585 | val_loss: 0.031172 | Time: 5278.16 ms
[2021-06-07 16:33:18 main:574] : INFO : Epoch 1561 | loss: 0.0311589 | val_loss: 0.0311693 | Time: 5277.49 ms
[2021-06-07 16:33:24 main:574] : INFO : Epoch 1562 | loss: 0.0311585 | val_loss: 0.0311687 | Time: 5415.27 ms
[2021-06-07 16:33:29 main:574] : INFO : Epoch 1563 | loss: 0.0311561 | val_loss: 0.0311694 | Time: 5380.7 ms
[2021-06-07 16:33:35 main:574] : INFO : Epoch 1564 | loss: 0.0311539 | val_loss: 0.0311703 | Time: 5396.41 ms
[2021-06-07 16:33:41 main:574] : INFO : Epoch 1565 | loss: 0.0311539 | val_loss: 0.0311697 | Time: 5407.54 ms
[2021-06-07 16:33:46 main:574] : INFO : Epoch 1566 | loss: 0.0311534 | val_loss: 0.0311692 | Time: 5378.01 ms
[2021-06-07 16:33:52 main:574] : INFO : Epoch 1567 | loss: 0.031152 | val_loss: 0.0311717 | Time: 5352.42 ms
[2021-06-07 16:33:57 main:574] : INFO : Epoch 1568 | loss: 0.0311526 | val_loss: 0.0311692 | Time: 5382.73 ms
[2021-06-07 16:34:02 main:574] : INFO : Epoch 1569 | loss: 0.0311584 | val_loss: 0.0311732 | Time: 5336.95 ms
[2021-06-07 16:34:08 main:574] : INFO : Epoch 1570 | loss: 0.0311638 | val_loss: 0.0311765 | Time: 5351.04 ms
[2021-06-07 16:34:14 main:574] : INFO : Epoch 1571 | loss: 0.0311699 | val_loss: 0.0311744 | Time: 5519.01 ms
[2021-06-07 16:34:20 main:574] : INFO : Epoch 1572 | loss: 0.031169 | val_loss: 0.0311737 | Time: 5367.8 ms
[2021-06-07 16:34:25 main:574] : INFO : Epoch 1573 | loss: 0.0311677 | val_loss: 0.031174 | Time: 5388.17 ms
[2021-06-07 16:34:31 main:574] : INFO : Epoch 1574 | loss: 0.0311658 | val_loss: 0.0311754 | Time: 5452.34 ms
[2021-06-07 16:34:37 main:574] : INFO : Epoch 1575 | loss: 0.0311634 | val_loss: 0.0311743 | Time: 5357.34 ms
[2021-06-07 16:34:43 main:574] : INFO : Epoch 1576 | loss: 0.0311613 | val_loss: 0.0311721 | Time: 5340.47 ms
[2021-06-07 16:34:48 main:574] : INFO : Epoch 1577 | loss: 0.0311608 | val_loss: 0.031172 | Time: 5276.48 ms
[2021-06-07 16:34:54 main:574] : INFO : Epoch 1578 | loss: 0.031161 | val_loss: 0.0311718 | Time: 5308.86 ms
[2021-06-07 16:34:59 main:574] : INFO : Epoch 1579 | loss: 0.0311585 | val_loss: 0.0311712 | Time: 5333.88 ms
[2021-06-07 16:35:05 main:574] : INFO : Epoch 1580 | loss: 0.0311576 | val_loss: 0.0311722 | Time: 5356.76 ms
[2021-06-07 16:35:10 main:574] : INFO : Epoch 1581 | loss: 0.0311591 | val_loss: 0.0311719 | Time: 5335.35 ms
[2021-06-07 16:35:16 main:574] : INFO : Epoch 1582 | loss: 0.0311601 | val_loss: 0.0311809 | Time: 5381.87 ms
[2021-06-07 16:35:21 main:574] : INFO : Epoch 1583 | loss: 0.0311671 | val_loss: 0.0311757 | Time: 5339.15 ms
[2021-06-07 16:35:27 main:574] : INFO : Epoch 1584 | loss: 0.0311625 | val_loss: 0.031176 | Time: 5331.25 ms
[2021-06-07 16:35:32 main:574] : INFO : Epoch 1585 | loss: 0.0311614 | val_loss: 0.0311717 | Time: 5373.35 ms
[2021-06-07 16:35:38 main:574] : INFO : Epoch 1586 | loss: 0.0311596 | val_loss: 0.0311768 | Time: 5407.29 ms
[2021-06-07 16:35:44 main:574] : INFO : Epoch 1587 | loss: 0.031159 | val_loss: 0.0311716 | Time: 5441.99 ms
[2021-06-07 16:35:49 main:574] : INFO : Epoch 1588 | loss: 0.0311571 | val_loss: 0.0311749 | Time: 5446.35 ms
[2021-06-07 16:35:55 main:574] : INFO : Epoch 1589 | loss: 0.031156 | val_loss: 0.031174 | Time: 5368.81 ms
[2021-06-07 16:36:00 main:574] : INFO : Epoch 1590 | loss: 0.0311586 | val_loss: 0.0311723 | Time: 5469.88 ms
[2021-06-07 16:36:06 main:574] : INFO : Epoch 1591 | loss: 0.0311561 | val_loss: 0.0311723 | Time: 5508.79 ms
[2021-06-07 16:36:11 main:574] : INFO : Epoch 1592 | loss: 0.031154 | val_loss: 0.0311741 | Time: 5452.41 ms
[2021-06-07 16:36:17 main:574] : INFO : Epoch 1593 | loss: 0.0311554 | val_loss: 0.0311738 | Time: 5514.7 ms
[2021-06-07 16:36:23 main:574] : INFO : Epoch 1594 | loss: 0.031154 | val_loss: 0.0311733 | Time: 5382.54 ms
[2021-06-07 16:36:29 main:574] : INFO : Epoch 1595 | loss: 0.031154 | val_loss: 0.0311717 | Time: 5342.63 ms
[2021-06-07 16:36:35 main:574] : INFO : Epoch 1596 | loss: 0.0311537 | val_loss: 0.0311758 | Time: 5315.97 ms
[2021-06-07 16:36:40 main:574] : INFO : Epoch 1597 | loss: 0.0311531 | val_loss: 0.0311698 | Time: 5345.31 ms
[2021-06-07 16:36:46 main:574] : INFO : Epoch 1598 | loss: 0.0311544 | val_loss: 0.0311718 | Time: 5429.35 ms
[2021-06-07 16:36:52 main:574] : INFO : Epoch 1599 | loss: 0.0311517 | val_loss: 0.0311727 | Time: 5426.03 ms
[2021-06-07 16:36:58 main:574] : INFO : Epoch 1600 | loss: 0.0311522 | val_loss: 0.0311736 | Time: 5424.51 ms
[2021-06-07 16:37:04 main:574] : INFO : Epoch 1601 | loss: 0.0311553 | val_loss: 0.0311728 | Time: 5901.8 ms
[2021-06-07 16:37:10 main:574] : INFO : Epoch 1602 | loss: 0.0311545 | val_loss: 0.0311735 | Time: 5477.6 ms
[2021-06-07 16:37:16 main:574] : INFO : Epoch 1603 | loss: 0.0311583 | val_loss: 0.0311697 | Time: 5379.79 ms
[2021-06-07 16:37:21 main:574] : INFO : Epoch 1604 | loss: 0.0311588 | val_loss: 0.0311733 | Time: 5314.94 ms
[2021-06-07 16:37:27 main:574] : INFO : Epoch 1605 | loss: 0.0311562 | val_loss: 0.0311673 | Time: 5875.15 ms
[2021-06-07 16:37:35 main:574] : INFO : Epoch 1606 | loss: 0.0311527 | val_loss: 0.0311697 | Time: 6262.19 ms
[2021-06-07 16:37:40 main:574] : INFO : Epoch 1607 | loss: 0.0311527 | val_loss: 0.0311704 | Time: 5295.27 ms
[2021-06-07 16:37:47 main:574] : INFO : Epoch 1608 | loss: 0.0311519 | val_loss: 0.0311712 | Time: 6288.05 ms
[2021-06-07 16:37:54 main:574] : INFO : Epoch 1609 | loss: 0.0311533 | val_loss: 0.0311692 | Time: 5460.43 ms
[2021-06-07 16:38:00 main:574] : INFO : Epoch 1610 | loss: 0.0311523 | val_loss: 0.0311701 | Time: 6268.35 ms
[2021-06-07 16:38:06 main:574] : INFO : Epoch 1611 | loss: 0.0311522 | val_loss: 0.0311698 | Time: 5441.55 ms
[2021-06-07 16:38:11 main:574] : INFO : Epoch 1612 | loss: 0.0311501 | val_loss: 0.0311729 | Time: 5922.18 ms
[2021-06-07 16:38:20 main:574] : INFO : Epoch 1613 | loss: 0.0311509 | val_loss: 0.0311753 | Time: 8031.11 ms
[2021-06-07 16:38:26 main:574] : INFO : Epoch 1614 | loss: 0.0311509 | val_loss: 0.0311696 | Time: 6262.62 ms
[2021-06-07 16:38:34 main:574] : INFO : Epoch 1615 | loss: 0.0311488 | val_loss: 0.0311719 | Time: 7227.85 ms
[2021-06-07 16:38:43 main:574] : INFO : Epoch 1616 | loss: 0.0311504 | val_loss: 0.031177 | Time: 7912.09 ms
[2021-06-07 16:38:48 main:574] : INFO : Epoch 1617 | loss: 0.0311498 | val_loss: 0.0311787 | Time: 5350.1 ms
[2021-06-07 16:38:55 main:574] : INFO : Epoch 1618 | loss: 0.0311488 | val_loss: 0.0311714 | Time: 5458.04 ms
[2021-06-07 16:39:00 main:574] : INFO : Epoch 1619 | loss: 0.0311506 | val_loss: 0.0311841 | Time: 5455.46 ms
[2021-06-07 16:39:07 main:574] : INFO : Epoch 1620 | loss: 0.0311563 | val_loss: 0.0311749 | Time: 5474.06 ms
[2021-06-07 16:39:12 main:574] : INFO : Epoch 1621 | loss: 0.0311467 | val_loss: 0.0311724 | Time: 5343.23 ms
[2021-06-07 16:39:18 main:574] : INFO : Epoch 1622 | loss: 0.0311477 | val_loss: 0.0311732 | Time: 5289.54 ms
[2021-06-07 16:39:24 main:574] : INFO : Epoch 1623 | loss: 0.0311474 | val_loss: 0.0311699 | Time: 5531.35 ms
[2021-06-07 16:39:29 main:574] : INFO : Epoch 1624 | loss: 0.0311461 | val_loss: 0.031173 | Time: 5385.77 ms
[2021-06-07 16:39:35 main:574] : INFO : Epoch 1625 | loss: 0.0311473 | val_loss: 0.0311762 | Time: 5318.11 ms
[2021-06-07 16:39:41 main:574] : INFO : Epoch 1626 | loss: 0.0311513 | val_loss: 0.0311713 | Time: 5540.31 ms
[2021-06-07 16:39:48 main:574] : INFO : Epoch 1627 | loss: 0.0311501 | val_loss: 0.0311694 | Time: 5345.05 ms
[2021-06-07 16:39:55 main:574] : INFO : Epoch 1628 | loss: 0.0311498 | val_loss: 0.0311716 | Time: 5308.15 ms
[2021-06-07 16:40:01 main:574] : INFO : Epoch 1629 | loss: 0.0311483 | val_loss: 0.0311713 | Time: 5329.46 ms
[2021-06-07 16:40:07 main:574] : INFO : Epoch 1630 | loss: 0.0311499 | val_loss: 0.0311723 | Time: 5378.82 ms
[2021-06-07 16:40:13 main:574] : INFO : Epoch 1631 | loss: 0.0311497 | val_loss: 0.0311724 | Time: 5305.47 ms
[2021-06-07 16:40:18 main:574] : INFO : Epoch 1632 | loss: 0.031147 | val_loss: 0.0311744 | Time: 5383.96 ms
[2021-06-07 16:40:24 main:574] : INFO : Epoch 1633 | loss: 0.0311468 | val_loss: 0.0311746 | Time: 5314.33 ms
[2021-06-07 16:40:30 main:574] : INFO : Epoch 1634 | loss: 0.0311494 | val_loss: 0.0311776 | Time: 5413.19 ms
[2021-06-07 16:40:36 main:574] : INFO : Epoch 1635 | loss: 0.0311511 | val_loss: 0.0311729 | Time: 5337.42 ms
[2021-06-07 16:40:42 main:574] : INFO : Epoch 1636 | loss: 0.0311513 | val_loss: 0.0311725 | Time: 5642.87 ms
[2021-06-07 16:40:48 main:574] : INFO : Epoch 1637 | loss: 0.0311474 | val_loss: 0.0311732 | Time: 5509.76 ms
[2021-06-07 16:40:55 main:574] : INFO : Epoch 1638 | loss: 0.0311474 | val_loss: 0.0311736 | Time: 5812.28 ms
[2021-06-07 16:41:02 main:574] : INFO : Epoch 1639 | loss: 0.0311467 | val_loss: 0.0311727 | Time: 5335.09 ms
[2021-06-07 16:41:07 main:574] : INFO : Epoch 1640 | loss: 0.0311484 | val_loss: 0.0311709 | Time: 5431.07 ms
[2021-06-07 16:41:13 main:574] : INFO : Epoch 1641 | loss: 0.0311504 | val_loss: 0.0311737 | Time: 5336.04 ms
[2021-06-07 16:41:20 main:574] : INFO : Epoch 1642 | loss: 0.0311459 | val_loss: 0.0311746 | Time: 5281.42 ms
[2021-06-07 16:41:26 main:574] : INFO : Epoch 1643 | loss: 0.0311474 | val_loss: 0.0311755 | Time: 5548.82 ms
[2021-06-07 16:41:31 main:574] : INFO : Epoch 1644 | loss: 0.031148 | val_loss: 0.0311754 | Time: 5340.2 ms
[2021-06-07 16:41:37 main:574] : INFO : Epoch 1645 | loss: 0.0311489 | val_loss: 0.0311776 | Time: 5385.41 ms
[2021-06-07 16:41:43 main:574] : INFO : Epoch 1646 | loss: 0.031149 | val_loss: 0.0311691 | Time: 5376.23 ms
[2021-06-07 16:41:48 main:574] : INFO : Epoch 1647 | loss: 0.031146 | val_loss: 0.0311737 | Time: 5399.77 ms
[2021-06-07 16:41:54 main:574] : INFO : Epoch 1648 | loss: 0.0311451 | val_loss: 0.0311755 | Time: 5420.87 ms
[2021-06-07 16:42:00 main:574] : INFO : Epoch 1649 | loss: 0.0311454 | val_loss: 0.0311731 | Time: 5384.55 ms
[2021-06-07 16:42:06 main:574] : INFO : Epoch 1650 | loss: 0.0311465 | val_loss: 0.0311761 | Time: 5235.92 ms
[2021-06-07 16:42:11 main:574] : INFO : Epoch 1651 | loss: 0.0311464 | val_loss: 0.0311741 | Time: 5376.22 ms
[2021-06-07 16:42:17 main:574] : INFO : Epoch 1652 | loss: 0.0311469 | val_loss: 0.0311704 | Time: 5265.37 ms
[2021-06-07 16:42:23 main:574] : INFO : Epoch 1653 | loss: 0.0311445 | val_loss: 0.0311745 | Time: 5493.11 ms
[2021-06-07 16:42:28 main:574] : INFO : Epoch 1654 | loss: 0.0311435 | val_loss: 0.0311739 | Time: 5311.27 ms
[2021-06-07 16:42:33 main:574] : INFO : Epoch 1655 | loss: 0.0311425 | val_loss: 0.0311761 | Time: 5321.13 ms
[2021-06-07 16:42:39 main:574] : INFO : Epoch 1656 | loss: 0.031143 | val_loss: 0.0311685 | Time: 5304.98 ms
[2021-06-07 16:42:45 main:574] : INFO : Epoch 1657 | loss: 0.0311453 | val_loss: 0.031172 | Time: 5321.72 ms
[2021-06-07 16:42:50 main:574] : INFO : Epoch 1658 | loss: 0.0311455 | val_loss: 0.0311694 | Time: 5365.02 ms
[2021-06-07 16:42:56 main:574] : INFO : Epoch 1659 | loss: 0.0311457 | val_loss: 0.0311771 | Time: 5356.62 ms
[2021-06-07 16:43:01 main:574] : INFO : Epoch 1660 | loss: 0.0311434 | val_loss: 0.0311784 | Time: 5322.18 ms
[2021-06-07 16:43:06 main:574] : INFO : Epoch 1661 | loss: 0.0311431 | val_loss: 0.0311709 | Time: 5315.67 ms
[2021-06-07 16:43:12 main:574] : INFO : Epoch 1662 | loss: 0.031143 | val_loss: 0.0311758 | Time: 5344.28 ms
[2021-06-07 16:43:17 main:574] : INFO : Epoch 1663 | loss: 0.031153 | val_loss: 0.0311726 | Time: 5361.47 ms
[2021-06-07 16:43:23 main:574] : INFO : Epoch 1664 | loss: 0.0311573 | val_loss: 0.0311706 | Time: 5347.89 ms
[2021-06-07 16:43:29 main:574] : INFO : Epoch 1665 | loss: 0.0311553 | val_loss: 0.0311704 | Time: 5375.33 ms
[2021-06-07 16:43:34 main:574] : INFO : Epoch 1666 | loss: 0.0311531 | val_loss: 0.0311681 | Time: 5330.41 ms
[2021-06-07 16:43:39 main:574] : INFO : Epoch 1667 | loss: 0.0311531 | val_loss: 0.0311758 | Time: 5352.23 ms
[2021-06-07 16:43:45 main:574] : INFO : Epoch 1668 | loss: 0.0311513 | val_loss: 0.03117 | Time: 5374.26 ms
[2021-06-07 16:43:50 main:574] : INFO : Epoch 1669 | loss: 0.031152 | val_loss: 0.0311723 | Time: 5405.2 ms
[2021-06-07 16:43:56 main:574] : INFO : Epoch 1670 | loss: 0.0311509 | val_loss: 0.0311692 | Time: 5424.85 ms
[2021-06-07 16:44:01 main:574] : INFO : Epoch 1671 | loss: 0.0311497 | val_loss: 0.0311709 | Time: 5412.12 ms
[2021-06-07 16:44:07 main:574] : INFO : Epoch 1672 | loss: 0.0311526 | val_loss: 0.031176 | Time: 5351 ms
[2021-06-07 16:44:13 main:574] : INFO : Epoch 1673 | loss: 0.0311522 | val_loss: 0.0311793 | Time: 5427.09 ms
[2021-06-07 16:44:18 main:574] : INFO : Epoch 1674 | loss: 0.0311492 | val_loss: 0.0311766 | Time: 5289.13 ms
[2021-06-07 16:44:24 main:574] : INFO : Epoch 1675 | loss: 0.0311492 | val_loss: 0.0311746 | Time: 5307.43 ms
[2021-06-07 16:44:29 main:574] : INFO : Epoch 1676 | loss: 0.0311525 | val_loss: 0.0311775 | Time: 5496.59 ms
[2021-06-07 16:44:35 main:574] : INFO : Epoch 1677 | loss: 0.0311544 | val_loss: 0.031178 | Time: 5296.79 ms
[2021-06-07 16:44:40 main:574] : INFO : Epoch 1678 | loss: 0.0311484 | val_loss: 0.0311744 | Time: 5413.13 ms
[2021-06-07 16:44:47 main:574] : INFO : Epoch 1679 | loss: 0.0311462 | val_loss: 0.0311754 | Time: 5398.58 ms
[2021-06-07 16:44:52 main:574] : INFO : Epoch 1680 | loss: 0.0311461 | val_loss: 0.0311835 | Time: 5305.38 ms
[2021-06-07 16:44:58 main:574] : INFO : Epoch 1681 | loss: 0.0311453 | val_loss: 0.0311775 | Time: 5696.18 ms
[2021-06-07 16:45:04 main:574] : INFO : Epoch 1682 | loss: 0.0311448 | val_loss: 0.031177 | Time: 5610.65 ms
[2021-06-07 16:45:09 main:574] : INFO : Epoch 1683 | loss: 0.0311441 | val_loss: 0.0311806 | Time: 5363.04 ms
[2021-06-07 16:45:15 main:574] : INFO : Epoch 1684 | loss: 0.0311469 | val_loss: 0.0311719 | Time: 5444.09 ms
[2021-06-07 16:45:21 main:574] : INFO : Epoch 1685 | loss: 0.0311479 | val_loss: 0.0311718 | Time: 5522.12 ms
[2021-06-07 16:45:26 main:574] : INFO : Epoch 1686 | loss: 0.0311508 | val_loss: 0.0311719 | Time: 5486.29 ms
[2021-06-07 16:45:32 main:574] : INFO : Epoch 1687 | loss: 0.0311513 | val_loss: 0.031172 | Time: 5559.82 ms
[2021-06-07 16:45:38 main:574] : INFO : Epoch 1688 | loss: 0.0311543 | val_loss: 0.0311706 | Time: 5355.65 ms
[2021-06-07 16:45:44 main:574] : INFO : Epoch 1689 | loss: 0.0311526 | val_loss: 0.0311702 | Time: 5384.71 ms
[2021-06-07 16:45:51 main:574] : INFO : Epoch 1690 | loss: 0.0311517 | val_loss: 0.0311665 | Time: 5299.4 ms
[2021-06-07 16:45:57 main:574] : INFO : Epoch 1691 | loss: 0.031152 | val_loss: 0.0311676 | Time: 5314.37 ms
[2021-06-07 16:46:03 main:574] : INFO : Epoch 1692 | loss: 0.0311507 | val_loss: 0.0311681 | Time: 5366.38 ms
[2021-06-07 16:46:08 main:574] : INFO : Epoch 1693 | loss: 0.03115 | val_loss: 0.0311684 | Time: 5414.38 ms
[2021-06-07 16:46:14 main:574] : INFO : Epoch 1694 | loss: 0.0311488 | val_loss: 0.0311733 | Time: 5452.83 ms
[2021-06-07 16:46:19 main:574] : INFO : Epoch 1695 | loss: 0.0311543 | val_loss: 0.031174 | Time: 5523 ms
[2021-06-07 16:46:25 main:574] : INFO : Epoch 1696 | loss: 0.0311633 | val_loss: 0.0311731 | Time: 5327.42 ms
[2021-06-07 16:46:30 main:574] : INFO : Epoch 1697 | loss: 0.0311569 | val_loss: 0.0311677 | Time: 5365.36 ms
[2021-06-07 16:46:36 main:574] : INFO : Epoch 1698 | loss: 0.031154 | val_loss: 0.0311673 | Time: 5368.11 ms
[2021-06-07 16:46:45 main:574] : INFO : Epoch 1699 | loss: 0.0311549 | val_loss: 0.0311681 | Time: 6964.89 ms
[2021-06-07 16:46:50 main:574] : INFO : Epoch 1700 | loss: 0.0311536 | val_loss: 0.0311731 | Time: 5468.73 ms
[2021-06-07 16:46:57 main:574] : INFO : Epoch 1701 | loss: 0.0311536 | val_loss: 0.0311712 | Time: 5475.98 ms
[2021-06-07 16:47:11 main:574] : INFO : Epoch 1702 | loss: 0.0311547 | val_loss: 0.0311721 | Time: 10134.7 ms
[2021-06-07 16:47:19 main:574] : INFO : Epoch 1703 | loss: 0.031152 | val_loss: 0.0311722 | Time: 7725.39 ms
[2021-06-07 16:47:25 main:574] : INFO : Epoch 1704 | loss: 0.031153 | val_loss: 0.0311689 | Time: 5419.61 ms
[2021-06-07 16:47:31 main:574] : INFO : Epoch 1705 | loss: 0.031154 | val_loss: 0.0311745 | Time: 5429.18 ms
[2021-06-07 16:47:38 main:574] : INFO : Epoch 1706 | loss: 0.0311509 | val_loss: 0.0311704 | Time: 6350.85 ms
[2021-06-07 16:47:44 main:574] : INFO : Epoch 1707 | loss: 0.0311523 | val_loss: 0.0311697 | Time: 5420.4 ms
[2021-06-07 16:47:50 main:574] : INFO : Epoch 1708 | loss: 0.03115 | val_loss: 0.0311706 | Time: 5418.12 ms
[2021-06-07 16:47:56 main:574] : INFO : Epoch 1709 | loss: 0.0311496 | val_loss: 0.0311714 | Time: 5374.41 ms
[2021-06-07 16:48:02 main:574] : INFO : Epoch 1710 | loss: 0.0311492 | val_loss: 0.0311705 | Time: 5367.25 ms
[2021-06-07 16:48:09 main:574] : INFO : Epoch 1711 | loss: 0.0311487 | val_loss: 0.0311694 | Time: 5451.17 ms
[2021-06-07 16:48:16 main:574] : INFO : Epoch 1712 | loss: 0.0311499 | val_loss: 0.0311807 | Time: 6517.56 ms
[2021-06-07 16:48:23 main:574] : INFO : Epoch 1713 | loss: 0.0311509 | val_loss: 0.031181 | Time: 6255.7 ms
[2021-06-07 16:48:29 main:574] : INFO : Epoch 1714 | loss: 0.0311494 | val_loss: 0.031169 | Time: 5882.1 ms
[2021-06-07 16:48:35 main:574] : INFO : Epoch 1715 | loss: 0.0311485 | val_loss: 0.0311742 | Time: 5937.74 ms
[2021-06-07 16:48:41 main:574] : INFO : Epoch 1716 | loss: 0.0311458 | val_loss: 0.031178 | Time: 5382.02 ms
[2021-06-07 16:48:46 main:574] : INFO : Epoch 1717 | loss: 0.0311492 | val_loss: 0.0311865 | Time: 5380.79 ms
[2021-06-07 16:48:52 main:574] : INFO : Epoch 1718 | loss: 0.0311509 | val_loss: 0.0311759 | Time: 5397.65 ms
[2021-06-07 16:48:57 main:574] : INFO : Epoch 1719 | loss: 0.03115 | val_loss: 0.0311718 | Time: 5295.84 ms
[2021-06-07 16:49:03 main:574] : INFO : Epoch 1720 | loss: 0.0311482 | val_loss: 0.031173 | Time: 5401.35 ms
[2021-06-07 16:49:09 main:574] : INFO : Epoch 1721 | loss: 0.0311469 | val_loss: 0.0311708 | Time: 5344.73 ms
[2021-06-07 16:49:15 main:574] : INFO : Epoch 1722 | loss: 0.0311477 | val_loss: 0.0311713 | Time: 5482.24 ms
[2021-06-07 16:49:21 main:574] : INFO : Epoch 1723 | loss: 0.0311505 | val_loss: 0.0311726 | Time: 5446.69 ms
[2021-06-07 16:49:26 main:574] : INFO : Epoch 1724 | loss: 0.0311475 | val_loss: 0.0311746 | Time: 5371.63 ms
[2021-06-07 16:49:32 main:574] : INFO : Epoch 1725 | loss: 0.0311492 | val_loss: 0.0311686 | Time: 5370.77 ms
[2021-06-07 16:49:37 main:574] : INFO : Epoch 1726 | loss: 0.0311503 | val_loss: 0.0311695 | Time: 5459.08 ms
[2021-06-07 16:49:45 main:574] : INFO : Epoch 1727 | loss: 0.0311475 | val_loss: 0.0311703 | Time: 5495.92 ms
[2021-06-07 16:49:51 main:574] : INFO : Epoch 1728 | loss: 0.0311468 | val_loss: 0.0311685 | Time: 5300.37 ms
[2021-06-07 16:49:56 main:574] : INFO : Epoch 1729 | loss: 0.0311451 | val_loss: 0.031169 | Time: 5339.04 ms
[2021-06-07 16:50:02 main:574] : INFO : Epoch 1730 | loss: 0.0311468 | val_loss: 0.0311685 | Time: 5455.76 ms
[2021-06-07 16:50:07 main:574] : INFO : Epoch 1731 | loss: 0.0311455 | val_loss: 0.0311692 | Time: 5393.67 ms
[2021-06-07 16:50:13 main:574] : INFO : Epoch 1732 | loss: 0.0311452 | val_loss: 0.0311672 | Time: 5392.59 ms
[2021-06-07 16:50:18 main:574] : INFO : Epoch 1733 | loss: 0.0311433 | val_loss: 0.0311666 | Time: 5357.8 ms
[2021-06-07 16:50:24 main:574] : INFO : Epoch 1734 | loss: 0.0311432 | val_loss: 0.0311773 | Time: 5365.64 ms
[2021-06-07 16:50:29 main:574] : INFO : Epoch 1735 | loss: 0.0311432 | val_loss: 0.0311701 | Time: 5538.39 ms
[2021-06-07 16:50:35 main:574] : INFO : Epoch 1736 | loss: 0.0311513 | val_loss: 0.031178 | Time: 5400.89 ms
[2021-06-07 16:50:41 main:574] : INFO : Epoch 1737 | loss: 0.0311566 | val_loss: 0.0311724 | Time: 5683.93 ms
[2021-06-07 16:50:46 main:574] : INFO : Epoch 1738 | loss: 0.0311563 | val_loss: 0.0311724 | Time: 5419.48 ms
[2021-06-07 16:50:52 main:574] : INFO : Epoch 1739 | loss: 0.0311537 | val_loss: 0.0311711 | Time: 5482.27 ms
[2021-06-07 16:50:57 main:574] : INFO : Epoch 1740 | loss: 0.0311513 | val_loss: 0.0311697 | Time: 5388.64 ms
[2021-06-07 16:51:03 main:574] : INFO : Epoch 1741 | loss: 0.0311498 | val_loss: 0.0311686 | Time: 5366.88 ms
[2021-06-07 16:51:09 main:574] : INFO : Epoch 1742 | loss: 0.0311494 | val_loss: 0.0311716 | Time: 5353.28 ms
[2021-06-07 16:51:14 main:574] : INFO : Epoch 1743 | loss: 0.0311488 | val_loss: 0.0311728 | Time: 5369.12 ms
[2021-06-07 16:51:20 main:574] : INFO : Epoch 1744 | loss: 0.0311474 | val_loss: 0.0311687 | Time: 5376.19 ms
[2021-06-07 16:51:25 main:574] : INFO : Epoch 1745 | loss: 0.0311489 | val_loss: 0.031169 | Time: 5458.96 ms
[2021-06-07 16:51:31 main:574] : INFO : Epoch 1746 | loss: 0.0311479 | val_loss: 0.031168 | Time: 5330.91 ms
[2021-06-07 16:51:36 main:574] : INFO : Epoch 1747 | loss: 0.0311465 | val_loss: 0.0311686 | Time: 5394.56 ms
[2021-06-07 16:51:42 main:574] : INFO : Epoch 1748 | loss: 0.031146 | val_loss: 0.03117 | Time: 5374.93 ms
[2021-06-07 16:51:48 main:574] : INFO : Epoch 1749 | loss: 0.0311443 | val_loss: 0.0311681 | Time: 5691.64 ms
[2021-06-07 16:51:53 main:574] : INFO : Epoch 1750 | loss: 0.0311444 | val_loss: 0.0311735 | Time: 5560.28 ms
[2021-06-07 16:52:00 main:574] : INFO : Epoch 1751 | loss: 0.0311431 | val_loss: 0.0311702 | Time: 5566.62 ms
[2021-06-07 16:52:06 main:574] : INFO : Epoch 1752 | loss: 0.0311421 | val_loss: 0.0311697 | Time: 5502.93 ms
[2021-06-07 16:52:12 main:574] : INFO : Epoch 1753 | loss: 0.0311477 | val_loss: 0.0311871 | Time: 5389.4 ms
[2021-06-07 16:52:17 main:574] : INFO : Epoch 1754 | loss: 0.0311811 | val_loss: 0.0311845 | Time: 5389.53 ms
[2021-06-07 16:52:23 main:574] : INFO : Epoch 1755 | loss: 0.0311757 | val_loss: 0.0311785 | Time: 5469.96 ms
[2021-06-07 16:52:28 main:574] : INFO : Epoch 1756 | loss: 0.0311705 | val_loss: 0.0311769 | Time: 5487.16 ms
[2021-06-07 16:52:34 main:574] : INFO : Epoch 1757 | loss: 0.0311681 | val_loss: 0.0311755 | Time: 5457.32 ms
[2021-06-07 16:52:39 main:574] : INFO : Epoch 1758 | loss: 0.0311675 | val_loss: 0.0311727 | Time: 5407.93 ms
[2021-06-07 16:52:45 main:574] : INFO : Epoch 1759 | loss: 0.0311645 | val_loss: 0.031172 | Time: 5599.08 ms
[2021-06-07 16:52:51 main:574] : INFO : Epoch 1760 | loss: 0.0311632 | val_loss: 0.0311732 | Time: 5355.15 ms
[2021-06-07 16:52:56 main:574] : INFO : Epoch 1761 | loss: 0.0311619 | val_loss: 0.0311711 | Time: 5390.24 ms
[2021-06-07 16:53:02 main:574] : INFO : Epoch 1762 | loss: 0.0311612 | val_loss: 0.0311723 | Time: 5345.02 ms
[2021-06-07 16:53:08 main:574] : INFO : Epoch 1763 | loss: 0.0311612 | val_loss: 0.0311726 | Time: 5429 ms
[2021-06-07 16:53:13 main:574] : INFO : Epoch 1764 | loss: 0.0311601 | val_loss: 0.0311755 | Time: 5336.39 ms
[2021-06-07 16:53:20 main:574] : INFO : Epoch 1765 | loss: 0.0311596 | val_loss: 0.0311745 | Time: 5494.78 ms
[2021-06-07 16:53:26 main:574] : INFO : Epoch 1766 | loss: 0.0311566 | val_loss: 0.0311742 | Time: 5418.29 ms
[2021-06-07 16:53:32 main:574] : INFO : Epoch 1767 | loss: 0.0311562 | val_loss: 0.0311725 | Time: 5407.04 ms
[2021-06-07 16:53:37 main:574] : INFO : Epoch 1768 | loss: 0.0311563 | val_loss: 0.0311752 | Time: 5546.52 ms
[2021-06-07 16:53:43 main:574] : INFO : Epoch 1769 | loss: 0.031156 | val_loss: 0.031173 | Time: 5471.08 ms
[2021-06-07 16:53:49 main:574] : INFO : Epoch 1770 | loss: 0.0311556 | val_loss: 0.0311728 | Time: 5424.11 ms
[2021-06-07 16:53:54 main:574] : INFO : Epoch 1771 | loss: 0.0311576 | val_loss: 0.0311735 | Time: 5416.51 ms
[2021-06-07 16:53:59 main:574] : INFO : Epoch 1772 | loss: 0.0311587 | val_loss: 0.0311744 | Time: 5361.01 ms
[2021-06-07 16:54:05 main:574] : INFO : Epoch 1773 | loss: 0.0311586 | val_loss: 0.0311743 | Time: 5305.37 ms
[2021-06-07 16:54:10 main:574] : INFO : Epoch 1774 | loss: 0.0311559 | val_loss: 0.0311732 | Time: 5345.62 ms
[2021-06-07 16:54:16 main:574] : INFO : Epoch 1775 | loss: 0.0311571 | val_loss: 0.0311771 | Time: 5362.26 ms
[2021-06-07 16:54:22 main:574] : INFO : Epoch 1776 | loss: 0.031154 | val_loss: 0.0311734 | Time: 5390.42 ms
[2021-06-07 16:54:28 main:574] : INFO : Epoch 1777 | loss: 0.0311519 | val_loss: 0.0311741 | Time: 5322.37 ms
[2021-06-07 16:54:35 main:574] : INFO : Epoch 1778 | loss: 0.0311535 | val_loss: 0.0311714 | Time: 5345.96 ms
[2021-06-07 16:54:41 main:574] : INFO : Epoch 1779 | loss: 0.0311581 | val_loss: 0.0311712 | Time: 5418.67 ms
[2021-06-07 16:54:46 main:574] : INFO : Epoch 1780 | loss: 0.0311557 | val_loss: 0.0311704 | Time: 5431.67 ms
[2021-06-07 16:54:52 main:574] : INFO : Epoch 1781 | loss: 0.0311562 | val_loss: 0.0311755 | Time: 5359.81 ms
[2021-06-07 16:54:58 main:574] : INFO : Epoch 1782 | loss: 0.0311601 | val_loss: 0.0311746 | Time: 5303.16 ms
[2021-06-07 16:55:04 main:574] : INFO : Epoch 1783 | loss: 0.0311586 | val_loss: 0.0311733 | Time: 5375.38 ms
[2021-06-07 16:55:10 main:574] : INFO : Epoch 1784 | loss: 0.0311562 | val_loss: 0.0311706 | Time: 5488.08 ms
[2021-06-07 16:55:16 main:574] : INFO : Epoch 1785 | loss: 0.0311551 | val_loss: 0.0311679 | Time: 5254.91 ms
[2021-06-07 16:55:21 main:574] : INFO : Epoch 1786 | loss: 0.0311586 | val_loss: 0.0311702 | Time: 5307.99 ms
[2021-06-07 16:55:27 main:574] : INFO : Epoch 1787 | loss: 0.0311588 | val_loss: 0.0311692 | Time: 5420.73 ms
[2021-06-07 16:55:32 main:574] : INFO : Epoch 1788 | loss: 0.0311549 | val_loss: 0.03117 | Time: 5374.42 ms
[2021-06-07 16:55:38 main:574] : INFO : Epoch 1789 | loss: 0.0311535 | val_loss: 0.0311744 | Time: 5423.9 ms
[2021-06-07 16:55:44 main:574] : INFO : Epoch 1790 | loss: 0.0311567 | val_loss: 0.0311692 | Time: 5382.52 ms
[2021-06-07 16:55:49 main:574] : INFO : Epoch 1791 | loss: 0.0311527 | val_loss: 0.0311706 | Time: 5396.85 ms
[2021-06-07 16:55:55 main:574] : INFO : Epoch 1792 | loss: 0.0311518 | val_loss: 0.0311695 | Time: 5477.96 ms
[2021-06-07 16:56:00 main:574] : INFO : Epoch 1793 | loss: 0.0311504 | val_loss: 0.0311703 | Time: 5410.18 ms
[2021-06-07 16:56:06 main:574] : INFO : Epoch 1794 | loss: 0.0311502 | val_loss: 0.0311706 | Time: 5430.49 ms
[2021-06-07 16:56:11 main:574] : INFO : Epoch 1795 | loss: 0.0311517 | val_loss: 0.0311761 | Time: 5384.88 ms
[2021-06-07 16:56:17 main:574] : INFO : Epoch 1796 | loss: 0.0311491 | val_loss: 0.0311724 | Time: 5457.91 ms
[2021-06-07 16:56:23 main:574] : INFO : Epoch 1797 | loss: 0.0311487 | val_loss: 0.0311721 | Time: 5277.3 ms
[2021-06-07 16:56:30 main:574] : INFO : Epoch 1798 | loss: 0.0311491 | val_loss: 0.0311751 | Time: 5523.08 ms
[2021-06-07 16:56:35 main:574] : INFO : Epoch 1799 | loss: 0.0311492 | val_loss: 0.0311703 | Time: 5393.87 ms
[2021-06-07 16:56:41 main:574] : INFO : Epoch 1800 | loss: 0.0311512 | val_loss: 0.0311746 | Time: 5313.14 ms
[2021-06-07 16:56:47 main:574] : INFO : Epoch 1801 | loss: 0.0311473 | val_loss: 0.0311709 | Time: 5472.47 ms
[2021-06-07 16:56:53 main:574] : INFO : Epoch 1802 | loss: 0.0311467 | val_loss: 0.0311705 | Time: 5916.29 ms
[2021-06-07 16:56:59 main:574] : INFO : Epoch 1803 | loss: 0.031149 | val_loss: 0.0311725 | Time: 5405.72 ms
[2021-06-07 16:57:05 main:574] : INFO : Epoch 1804 | loss: 0.031146 | val_loss: 0.0311688 | Time: 5314.31 ms
[2021-06-07 16:57:10 main:574] : INFO : Epoch 1805 | loss: 0.0311465 | val_loss: 0.0311686 | Time: 5493.48 ms
[2021-06-07 16:57:16 main:574] : INFO : Epoch 1806 | loss: 0.0311475 | val_loss: 0.0311703 | Time: 5456.65 ms
[2021-06-07 16:57:22 main:574] : INFO : Epoch 1807 | loss: 0.0311459 | val_loss: 0.0311694 | Time: 5512.5 ms
[2021-06-07 16:57:27 main:574] : INFO : Epoch 1808 | loss: 0.0311459 | val_loss: 0.0311715 | Time: 5489.83 ms
[2021-06-07 16:57:33 main:574] : INFO : Epoch 1809 | loss: 0.0311478 | val_loss: 0.0311733 | Time: 5293.51 ms
[2021-06-07 16:57:39 main:574] : INFO : Epoch 1810 | loss: 0.0311454 | val_loss: 0.0311681 | Time: 5401.28 ms
[2021-06-07 16:57:45 main:574] : INFO : Epoch 1811 | loss: 0.0311465 | val_loss: 0.0311739 | Time: 5444.28 ms
[2021-06-07 16:57:50 main:574] : INFO : Epoch 1812 | loss: 0.0311496 | val_loss: 0.0311686 | Time: 5391.53 ms
[2021-06-07 16:57:57 main:574] : INFO : Epoch 1813 | loss: 0.0311448 | val_loss: 0.03117 | Time: 5437.29 ms
[2021-06-07 16:58:02 main:574] : INFO : Epoch 1814 | loss: 0.0311467 | val_loss: 0.0311715 | Time: 5432.36 ms
[2021-06-07 16:58:08 main:574] : INFO : Epoch 1815 | loss: 0.031154 | val_loss: 0.0311781 | Time: 5344.48 ms
[2021-06-07 16:58:13 main:574] : INFO : Epoch 1816 | loss: 0.0311541 | val_loss: 0.03117 | Time: 5460.8 ms
[2021-06-07 16:58:19 main:574] : INFO : Epoch 1817 | loss: 0.0311487 | val_loss: 0.0311713 | Time: 5488.87 ms
[2021-06-07 16:58:24 main:574] : INFO : Epoch 1818 | loss: 0.0311476 | val_loss: 0.0311718 | Time: 5407.9 ms
[2021-06-07 16:58:31 main:574] : INFO : Epoch 1819 | loss: 0.0311472 | val_loss: 0.0311712 | Time: 5418.27 ms
[2021-06-07 16:58:36 main:574] : INFO : Epoch 1820 | loss: 0.0311448 | val_loss: 0.0311694 | Time: 5358.78 ms
[2021-06-07 16:58:42 main:574] : INFO : Epoch 1821 | loss: 0.0311454 | val_loss: 0.0311735 | Time: 5283.9 ms
[2021-06-07 16:58:47 main:574] : INFO : Epoch 1822 | loss: 0.0311444 | val_loss: 0.0311708 | Time: 5464.61 ms
[2021-06-07 16:58:53 main:574] : INFO : Epoch 1823 | loss: 0.0311437 | val_loss: 0.0311715 | Time: 5394.4 ms
[2021-06-07 16:58:58 main:574] : INFO : Epoch 1824 | loss: 0.0311441 | val_loss: 0.0311708 | Time: 5369.28 ms
[2021-06-07 16:59:04 main:574] : INFO : Epoch 1825 | loss: 0.0311455 | val_loss: 0.0311728 | Time: 5398.94 ms
[2021-06-07 16:59:11 main:574] : INFO : Epoch 1826 | loss: 0.0311434 | val_loss: 0.0311698 | Time: 5303.63 ms
[2021-06-07 16:59:18 main:574] : INFO : Epoch 1827 | loss: 0.0311454 | val_loss: 0.0311821 | Time: 5403.88 ms
[2021-06-07 16:59:24 main:574] : INFO : Epoch 1828 | loss: 0.0311561 | val_loss: 0.0311754 | Time: 5352.95 ms
[2021-06-07 16:59:30 main:574] : INFO : Epoch 1829 | loss: 0.031148 | val_loss: 0.0311714 | Time: 5514.77 ms
[2021-06-07 16:59:36 main:574] : INFO : Epoch 1830 | loss: 0.0311486 | val_loss: 0.0311714 | Time: 5910.66 ms
[2021-06-07 16:59:42 main:574] : INFO : Epoch 1831 | loss: 0.0311448 | val_loss: 0.0311711 | Time: 5807.65 ms
[2021-06-07 16:59:47 main:574] : INFO : Epoch 1832 | loss: 0.0311428 | val_loss: 0.0311706 | Time: 5427.32 ms
[2021-06-07 16:59:54 main:574] : INFO : Epoch 1833 | loss: 0.0311422 | val_loss: 0.0311713 | Time: 5988.3 ms
[2021-06-07 17:00:00 main:574] : INFO : Epoch 1834 | loss: 0.0311462 | val_loss: 0.0311677 | Time: 6877.28 ms
[2021-06-07 17:00:06 main:574] : INFO : Epoch 1835 | loss: 0.0311482 | val_loss: 0.0311663 | Time: 5434.99 ms
[2021-06-07 17:00:13 main:574] : INFO : Epoch 1836 | loss: 0.0311458 | val_loss: 0.0311673 | Time: 7283.94 ms
[2021-06-07 17:00:20 main:574] : INFO : Epoch 1837 | loss: 0.0311446 | val_loss: 0.0311686 | Time: 6474.57 ms
[2021-06-07 17:00:26 main:574] : INFO : Epoch 1838 | loss: 0.0311448 | val_loss: 0.0311699 | Time: 5610.85 ms
[2021-06-07 17:00:32 main:574] : INFO : Epoch 1839 | loss: 0.0311602 | val_loss: 0.0311704 | Time: 6039.77 ms
[2021-06-07 17:00:38 main:574] : INFO : Epoch 1840 | loss: 0.0311609 | val_loss: 0.0311709 | Time: 5361.37 ms
[2021-06-07 17:00:44 main:574] : INFO : Epoch 1841 | loss: 0.0311598 | val_loss: 0.0311662 | Time: 5653.56 ms
[2021-06-07 17:00:50 main:574] : INFO : Epoch 1842 | loss: 0.0311586 | val_loss: 0.0311632 | Time: 5847.02 ms
[2021-06-07 17:00:55 main:574] : INFO : Epoch 1843 | loss: 0.0311563 | val_loss: 0.0311655 | Time: 5359.43 ms
[2021-06-07 17:01:01 main:574] : INFO : Epoch 1844 | loss: 0.0311541 | val_loss: 0.0311625 | Time: 5407.66 ms
[2021-06-07 17:01:06 main:574] : INFO : Epoch 1845 | loss: 0.0311538 | val_loss: 0.0311642 | Time: 5370.67 ms
[2021-06-07 17:01:12 main:574] : INFO : Epoch 1846 | loss: 0.0311522 | val_loss: 0.0311625 | Time: 5394.43 ms
[2021-06-07 17:01:18 main:574] : INFO : Epoch 1847 | loss: 0.031152 | val_loss: 0.0311643 | Time: 5377.53 ms
[2021-06-07 17:01:23 main:574] : INFO : Epoch 1848 | loss: 0.031151 | val_loss: 0.0311654 | Time: 5417.66 ms
[2021-06-07 17:01:30 main:574] : INFO : Epoch 1849 | loss: 0.0311548 | val_loss: 0.0311682 | Time: 5361.38 ms
[2021-06-07 17:01:36 main:574] : INFO : Epoch 1850 | loss: 0.0311584 | val_loss: 0.0311672 | Time: 5369.02 ms
[2021-06-07 17:01:41 main:574] : INFO : Epoch 1851 | loss: 0.031154 | val_loss: 0.0311642 | Time: 5384.09 ms
[2021-06-07 17:01:48 main:574] : INFO : Epoch 1852 | loss: 0.0311526 | val_loss: 0.0311646 | Time: 5604.28 ms
[2021-06-07 17:01:53 main:574] : INFO : Epoch 1853 | loss: 0.0311503 | val_loss: 0.0311642 | Time: 5348.59 ms
[2021-06-07 17:01:59 main:574] : INFO : Epoch 1854 | loss: 0.0311519 | val_loss: 0.0311692 | Time: 5323.86 ms
[2021-06-07 17:02:05 main:574] : INFO : Epoch 1855 | loss: 0.0311517 | val_loss: 0.0311649 | Time: 5444.57 ms
[2021-06-07 17:02:11 main:574] : INFO : Epoch 1856 | loss: 0.031151 | val_loss: 0.0311683 | Time: 5456.05 ms
[2021-06-07 17:02:16 main:574] : INFO : Epoch 1857 | loss: 0.031162 | val_loss: 0.0311701 | Time: 5416.4 ms
[2021-06-07 17:02:22 main:574] : INFO : Epoch 1858 | loss: 0.0311618 | val_loss: 0.0311682 | Time: 5449.71 ms
[2021-06-07 17:02:27 main:574] : INFO : Epoch 1859 | loss: 0.0311589 | val_loss: 0.0311668 | Time: 5457.8 ms
[2021-06-07 17:02:33 main:574] : INFO : Epoch 1860 | loss: 0.0311569 | val_loss: 0.0311678 | Time: 5373.85 ms
[2021-06-07 17:02:38 main:574] : INFO : Epoch 1861 | loss: 0.0311563 | val_loss: 0.0311692 | Time: 5356.25 ms
[2021-06-07 17:02:44 main:574] : INFO : Epoch 1862 | loss: 0.0311535 | val_loss: 0.0311669 | Time: 5396.37 ms
[2021-06-07 17:02:49 main:574] : INFO : Epoch 1863 | loss: 0.0311528 | val_loss: 0.031166 | Time: 5514.35 ms
[2021-06-07 17:02:55 main:574] : INFO : Epoch 1864 | loss: 0.0311595 | val_loss: 0.0311726 | Time: 5353.72 ms
[2021-06-07 17:03:01 main:574] : INFO : Epoch 1865 | loss: 0.0311708 | val_loss: 0.0311705 | Time: 5516.73 ms
[2021-06-07 17:03:06 main:574] : INFO : Epoch 1866 | loss: 0.0311689 | val_loss: 0.031176 | Time: 5385.46 ms
[2021-06-07 17:03:13 main:574] : INFO : Epoch 1867 | loss: 0.0311689 | val_loss: 0.0311677 | Time: 5329.66 ms
[2021-06-07 17:03:19 main:574] : INFO : Epoch 1868 | loss: 0.0311632 | val_loss: 0.0311668 | Time: 5304.49 ms
[2021-06-07 17:03:24 main:574] : INFO : Epoch 1869 | loss: 0.031161 | val_loss: 0.0311666 | Time: 5426.55 ms
[2021-06-07 17:03:31 main:574] : INFO : Epoch 1870 | loss: 0.0311593 | val_loss: 0.0311655 | Time: 5927.51 ms
[2021-06-07 17:03:36 main:574] : INFO : Epoch 1871 | loss: 0.0311591 | val_loss: 0.031163 | Time: 5825.04 ms
[2021-06-07 17:03:42 main:574] : INFO : Epoch 1872 | loss: 0.0311555 | val_loss: 0.0311613 | Time: 5307.29 ms
[2021-06-07 17:03:48 main:574] : INFO : Epoch 1873 | loss: 0.0311538 | val_loss: 0.0311627 | Time: 5434.15 ms
[2021-06-07 17:03:56 main:574] : INFO : Epoch 1874 | loss: 0.0311541 | val_loss: 0.0311679 | Time: 8481.72 ms
[2021-06-07 17:04:02 main:574] : INFO : Epoch 1875 | loss: 0.0311574 | val_loss: 0.0311678 | Time: 5634.18 ms
[2021-06-07 17:04:11 main:574] : INFO : Epoch 1876 | loss: 0.0311594 | val_loss: 0.0311637 | Time: 6417.18 ms
[2021-06-07 17:04:17 main:574] : INFO : Epoch 1877 | loss: 0.0311558 | val_loss: 0.0311638 | Time: 5693.5 ms
[2021-06-07 17:04:26 main:574] : INFO : Epoch 1878 | loss: 0.0311539 | val_loss: 0.031165 | Time: 8123.22 ms
[2021-06-07 17:04:33 main:574] : INFO : Epoch 1879 | loss: 0.0311548 | val_loss: 0.0311655 | Time: 6817.49 ms
[2021-06-07 17:04:39 main:574] : INFO : Epoch 1880 | loss: 0.0311562 | val_loss: 0.0311614 | Time: 5347.83 ms
[2021-06-07 17:04:46 main:574] : INFO : Epoch 1881 | loss: 0.0311541 | val_loss: 0.0311629 | Time: 6770.44 ms
[2021-06-07 17:04:52 main:574] : INFO : Epoch 1882 | loss: 0.031153 | val_loss: 0.0311676 | Time: 6396.45 ms
[2021-06-07 17:04:58 main:574] : INFO : Epoch 1883 | loss: 0.0311517 | val_loss: 0.031166 | Time: 5570.42 ms
[2021-06-07 17:05:05 main:574] : INFO : Epoch 1884 | loss: 0.0311514 | val_loss: 0.0311643 | Time: 5740.02 ms
[2021-06-07 17:05:11 main:574] : INFO : Epoch 1885 | loss: 0.0311498 | val_loss: 0.0311621 | Time: 6307.14 ms
[2021-06-07 17:05:17 main:574] : INFO : Epoch 1886 | loss: 0.0311503 | val_loss: 0.0311625 | Time: 5307.02 ms
[2021-06-07 17:05:23 main:574] : INFO : Epoch 1887 | loss: 0.0311506 | val_loss: 0.0311616 | Time: 5350.17 ms
[2021-06-07 17:05:28 main:574] : INFO : Epoch 1888 | loss: 0.0311492 | val_loss: 0.0311637 | Time: 5412.03 ms
[2021-06-07 17:05:35 main:574] : INFO : Epoch 1889 | loss: 0.0311491 | val_loss: 0.0311649 | Time: 5428.54 ms
[2021-06-07 17:05:41 main:574] : INFO : Epoch 1890 | loss: 0.0311486 | val_loss: 0.031168 | Time: 5524.84 ms
[2021-06-07 17:05:47 main:574] : INFO : Epoch 1891 | loss: 0.0311513 | val_loss: 0.0311724 | Time: 5484.64 ms
[2021-06-07 17:05:52 main:574] : INFO : Epoch 1892 | loss: 0.031152 | val_loss: 0.0311654 | Time: 5507.12 ms
[2021-06-07 17:05:58 main:574] : INFO : Epoch 1893 | loss: 0.0311522 | val_loss: 0.0311643 | Time: 5392.5 ms
[2021-06-07 17:06:04 main:574] : INFO : Epoch 1894 | loss: 0.0311525 | val_loss: 0.0311653 | Time: 5486.61 ms
[2021-06-07 17:06:10 main:574] : INFO : Epoch 1895 | loss: 0.0311526 | val_loss: 0.0311656 | Time: 5451.37 ms
[2021-06-07 17:06:17 main:574] : INFO : Epoch 1896 | loss: 0.0311549 | val_loss: 0.0311643 | Time: 5521.12 ms
[2021-06-07 17:06:23 main:574] : INFO : Epoch 1897 | loss: 0.0311533 | val_loss: 0.0311618 | Time: 5466.92 ms
[2021-06-07 17:06:28 main:574] : INFO : Epoch 1898 | loss: 0.0311515 | val_loss: 0.0311629 | Time: 5452.01 ms
[2021-06-07 17:06:34 main:574] : INFO : Epoch 1899 | loss: 0.0311503 | val_loss: 0.0311657 | Time: 5467.82 ms
[2021-06-07 17:06:40 main:574] : INFO : Epoch 1900 | loss: 0.0311494 | val_loss: 0.0311619 | Time: 5331.63 ms
[2021-06-07 17:06:45 main:574] : INFO : Epoch 1901 | loss: 0.0311529 | val_loss: 0.0311641 | Time: 5414.09 ms
[2021-06-07 17:06:51 main:574] : INFO : Epoch 1902 | loss: 0.0311573 | val_loss: 0.0311622 | Time: 5426.57 ms
[2021-06-07 17:06:56 main:574] : INFO : Epoch 1903 | loss: 0.0311553 | val_loss: 0.0311612 | Time: 5406.39 ms
[2021-06-07 17:07:02 main:574] : INFO : Epoch 1904 | loss: 0.0311562 | val_loss: 0.0311628 | Time: 5348.82 ms
[2021-06-07 17:07:07 main:574] : INFO : Epoch 1905 | loss: 0.0311537 | val_loss: 0.0311677 | Time: 5361.95 ms
[2021-06-07 17:07:13 main:574] : INFO : Epoch 1906 | loss: 0.0311617 | val_loss: 0.0311638 | Time: 5407.09 ms
[2021-06-07 17:07:18 main:574] : INFO : Epoch 1907 | loss: 0.031158 | val_loss: 0.0311654 | Time: 5392.91 ms
[2021-06-07 17:07:24 main:574] : INFO : Epoch 1908 | loss: 0.031156 | val_loss: 0.0311652 | Time: 5421.42 ms
[2021-06-07 17:07:29 main:574] : INFO : Epoch 1909 | loss: 0.0311556 | val_loss: 0.0311647 | Time: 5447.62 ms
[2021-06-07 17:07:35 main:574] : INFO : Epoch 1910 | loss: 0.0311532 | val_loss: 0.0311635 | Time: 5426.79 ms
[2021-06-07 17:07:41 main:574] : INFO : Epoch 1911 | loss: 0.0311523 | val_loss: 0.0311692 | Time: 5528.7 ms
[2021-06-07 17:07:47 main:574] : INFO : Epoch 1912 | loss: 0.0311544 | val_loss: 0.0311654 | Time: 5321.07 ms
[2021-06-07 17:07:53 main:574] : INFO : Epoch 1913 | loss: 0.0311557 | val_loss: 0.031168 | Time: 5407.57 ms
[2021-06-07 17:07:58 main:574] : INFO : Epoch 1914 | loss: 0.0311558 | val_loss: 0.0311622 | Time: 5334.92 ms
[2021-06-07 17:08:04 main:574] : INFO : Epoch 1915 | loss: 0.0311572 | val_loss: 0.0311617 | Time: 5470.03 ms
[2021-06-07 17:08:10 main:574] : INFO : Epoch 1916 | loss: 0.031154 | val_loss: 0.0311609 | Time: 5436.6 ms
[2021-06-07 17:08:15 main:574] : INFO : Epoch 1917 | loss: 0.0311544 | val_loss: 0.0311609 | Time: 5393.61 ms
[2021-06-07 17:08:21 main:574] : INFO : Epoch 1918 | loss: 0.0311557 | val_loss: 0.0311619 | Time: 5464.15 ms
[2021-06-07 17:08:26 main:574] : INFO : Epoch 1919 | loss: 0.0311551 | val_loss: 0.0311619 | Time: 5415.5 ms
[2021-06-07 17:08:32 main:574] : INFO : Epoch 1920 | loss: 0.0311534 | val_loss: 0.0311629 | Time: 5404.88 ms
[2021-06-07 17:08:38 main:574] : INFO : Epoch 1921 | loss: 0.0311599 | val_loss: 0.0311671 | Time: 5348.97 ms
[2021-06-07 17:08:44 main:574] : INFO : Epoch 1922 | loss: 0.0311669 | val_loss: 0.0311683 | Time: 5596.34 ms
[2021-06-07 17:08:49 main:574] : INFO : Epoch 1923 | loss: 0.0311685 | val_loss: 0.0311754 | Time: 5411.31 ms
[2021-06-07 17:08:55 main:574] : INFO : Epoch 1924 | loss: 0.0311811 | val_loss: 0.0311869 | Time: 5347.29 ms
[2021-06-07 17:09:01 main:574] : INFO : Epoch 1925 | loss: 0.031182 | val_loss: 0.0311788 | Time: 5486.46 ms
[2021-06-07 17:09:07 main:574] : INFO : Epoch 1926 | loss: 0.0311749 | val_loss: 0.0311787 | Time: 5405.01 ms
[2021-06-07 17:09:12 main:574] : INFO : Epoch 1927 | loss: 0.0311731 | val_loss: 0.0311758 | Time: 5326.57 ms
[2021-06-07 17:09:19 main:574] : INFO : Epoch 1928 | loss: 0.0311723 | val_loss: 0.0311754 | Time: 5467.8 ms
[2021-06-07 17:09:24 main:574] : INFO : Epoch 1929 | loss: 0.0311717 | val_loss: 0.0311714 | Time: 5350.84 ms
[2021-06-07 17:09:30 main:574] : INFO : Epoch 1930 | loss: 0.0311667 | val_loss: 0.0311711 | Time: 5405.11 ms
[2021-06-07 17:09:36 main:574] : INFO : Epoch 1931 | loss: 0.031166 | val_loss: 0.0311706 | Time: 5432.1 ms
[2021-06-07 17:09:41 main:574] : INFO : Epoch 1932 | loss: 0.0311653 | val_loss: 0.031171 | Time: 5454.59 ms
[2021-06-07 17:09:47 main:574] : INFO : Epoch 1933 | loss: 0.0311666 | val_loss: 0.0311706 | Time: 5422.15 ms
[2021-06-07 17:09:53 main:574] : INFO : Epoch 1934 | loss: 0.031165 | val_loss: 0.0311717 | Time: 5907.59 ms
[2021-06-07 17:09:59 main:574] : INFO : Epoch 1935 | loss: 0.0311638 | val_loss: 0.0311704 | Time: 5369.71 ms
[2021-06-07 17:10:04 main:574] : INFO : Epoch 1936 | loss: 0.0311641 | val_loss: 0.0311737 | Time: 5365.74 ms
[2021-06-07 17:10:11 main:574] : INFO : Epoch 1937 | loss: 0.0311647 | val_loss: 0.0311711 | Time: 6427.91 ms
[2021-06-07 17:10:17 main:574] : INFO : Epoch 1938 | loss: 0.0311637 | val_loss: 0.031173 | Time: 5745.64 ms
[2021-06-07 17:10:23 main:574] : INFO : Epoch 1939 | loss: 0.0311633 | val_loss: 0.0311718 | Time: 5834.22 ms
[2021-06-07 17:10:32 main:574] : INFO : Epoch 1940 | loss: 0.031163 | val_loss: 0.0311763 | Time: 8384.71 ms
[2021-06-07 17:10:40 main:574] : INFO : Epoch 1941 | loss: 0.0311616 | val_loss: 0.0311705 | Time: 8225.18 ms
[2021-06-07 17:10:48 main:574] : INFO : Epoch 1942 | loss: 0.0311615 | val_loss: 0.0311747 | Time: 7109.79 ms
[2021-06-07 17:10:54 main:574] : INFO : Epoch 1943 | loss: 0.0311613 | val_loss: 0.0311712 | Time: 5980.47 ms
[2021-06-07 17:11:00 main:574] : INFO : Epoch 1944 | loss: 0.0311596 | val_loss: 0.0311702 | Time: 5475.56 ms
[2021-06-07 17:11:06 main:574] : INFO : Epoch 1945 | loss: 0.0311591 | val_loss: 0.031171 | Time: 5505.29 ms
[2021-06-07 17:11:11 main:574] : INFO : Epoch 1946 | loss: 0.0311601 | val_loss: 0.0311727 | Time: 5256.9 ms
[2021-06-07 17:11:17 main:574] : INFO : Epoch 1947 | loss: 0.0311622 | val_loss: 0.0311716 | Time: 5323.62 ms
[2021-06-07 17:11:22 main:574] : INFO : Epoch 1948 | loss: 0.0311604 | val_loss: 0.0311713 | Time: 5490.49 ms
[2021-06-07 17:11:28 main:574] : INFO : Epoch 1949 | loss: 0.031158 | val_loss: 0.0311713 | Time: 5456.15 ms
[2021-06-07 17:11:33 main:574] : INFO : Epoch 1950 | loss: 0.0311589 | val_loss: 0.0311698 | Time: 5399.86 ms
[2021-06-07 17:11:39 main:574] : INFO : Epoch 1951 | loss: 0.0311591 | val_loss: 0.0311717 | Time: 5369.37 ms
[2021-06-07 17:11:45 main:574] : INFO : Epoch 1952 | loss: 0.0311598 | val_loss: 0.0311695 | Time: 5494.69 ms
[2021-06-07 17:11:51 main:574] : INFO : Epoch 1953 | loss: 0.0311618 | val_loss: 0.031174 | Time: 5448.48 ms
[2021-06-07 17:11:56 main:574] : INFO : Epoch 1954 | loss: 0.0311639 | val_loss: 0.0311723 | Time: 5707.78 ms
[2021-06-07 17:12:02 main:574] : INFO : Epoch 1955 | loss: 0.0311616 | val_loss: 0.03117 | Time: 5514.29 ms
[2021-06-07 17:12:10 main:574] : INFO : Epoch 1956 | loss: 0.0311579 | val_loss: 0.0311686 | Time: 7102.58 ms
[2021-06-07 17:12:19 main:574] : INFO : Epoch 1957 | loss: 0.0311569 | val_loss: 0.0311683 | Time: 7468.51 ms
[2021-06-07 17:12:25 main:574] : INFO : Epoch 1958 | loss: 0.0311567 | val_loss: 0.0311691 | Time: 5527.45 ms
[2021-06-07 17:12:30 main:574] : INFO : Epoch 1959 | loss: 0.0311563 | val_loss: 0.0311712 | Time: 5416.77 ms
[2021-06-07 17:12:36 main:574] : INFO : Epoch 1960 | loss: 0.0311567 | val_loss: 0.0311692 | Time: 5908.7 ms
[2021-06-07 17:12:42 main:574] : INFO : Epoch 1961 | loss: 0.0311571 | val_loss: 0.0311713 | Time: 6019.36 ms
[2021-06-07 17:12:48 main:574] : INFO : Epoch 1962 | loss: 0.0311569 | val_loss: 0.0311738 | Time: 5573.35 ms
[2021-06-07 17:12:55 main:574] : INFO : Epoch 1963 | loss: 0.0311586 | val_loss: 0.0311685 | Time: 6062.61 ms
[2021-06-07 17:13:01 main:574] : INFO : Epoch 1964 | loss: 0.0311578 | val_loss: 0.0311705 | Time: 5561.11 ms
[2021-06-07 17:13:07 main:574] : INFO : Epoch 1965 | loss: 0.0311597 | val_loss: 0.0311732 | Time: 5342.38 ms
[2021-06-07 17:13:13 main:574] : INFO : Epoch 1966 | loss: 0.0311608 | val_loss: 0.0311675 | Time: 5739.29 ms
[2021-06-07 17:13:19 main:574] : INFO : Epoch 1967 | loss: 0.03116 | val_loss: 0.0311748 | Time: 5372.56 ms
[2021-06-07 17:13:25 main:574] : INFO : Epoch 1968 | loss: 0.0311608 | val_loss: 0.0311775 | Time: 5750.97 ms
[2021-06-07 17:13:31 main:574] : INFO : Epoch 1969 | loss: 0.0311617 | val_loss: 0.0311818 | Time: 5675.52 ms
[2021-06-07 17:13:37 main:574] : INFO : Epoch 1970 | loss: 0.0311613 | val_loss: 0.0311715 | Time: 5414.1 ms
[2021-06-07 17:13:42 main:574] : INFO : Epoch 1971 | loss: 0.0311577 | val_loss: 0.0311751 | Time: 5517.71 ms
[2021-06-07 17:13:48 main:574] : INFO : Epoch 1972 | loss: 0.031156 | val_loss: 0.0311679 | Time: 5670.66 ms
[2021-06-07 17:13:56 main:574] : INFO : Epoch 1973 | loss: 0.0311538 | val_loss: 0.0311703 | Time: 6644.18 ms
[2021-06-07 17:14:05 main:574] : INFO : Epoch 1974 | loss: 0.031156 | val_loss: 0.0311742 | Time: 8123.59 ms
[2021-06-07 17:14:11 main:574] : INFO : Epoch 1975 | loss: 0.0311593 | val_loss: 0.0311791 | Time: 6319.05 ms
[2021-06-07 17:14:18 main:574] : INFO : Epoch 1976 | loss: 0.0311568 | val_loss: 0.0311793 | Time: 6596.79 ms
[2021-06-07 17:14:25 main:574] : INFO : Epoch 1977 | loss: 0.0311568 | val_loss: 0.0311727 | Time: 6760.37 ms
[2021-06-07 17:14:33 main:574] : INFO : Epoch 1978 | loss: 0.0311552 | val_loss: 0.0311727 | Time: 6640.44 ms
[2021-06-07 17:14:39 main:574] : INFO : Epoch 1979 | loss: 0.0311536 | val_loss: 0.0311739 | Time: 5473.73 ms
[2021-06-07 17:14:47 main:574] : INFO : Epoch 1980 | loss: 0.031155 | val_loss: 0.0311689 | Time: 8839.85 ms
[2021-06-07 17:14:54 main:574] : INFO : Epoch 1981 | loss: 0.0311522 | val_loss: 0.0311723 | Time: 5494.06 ms
[2021-06-07 17:14:59 main:574] : INFO : Epoch 1982 | loss: 0.0311532 | val_loss: 0.0311739 | Time: 5340.17 ms
[2021-06-07 17:15:05 main:574] : INFO : Epoch 1983 | loss: 0.031154 | val_loss: 0.0311737 | Time: 5546.63 ms
[2021-06-07 17:15:11 main:574] : INFO : Epoch 1984 | loss: 0.031153 | val_loss: 0.0311751 | Time: 6255.65 ms
[2021-06-07 17:15:24 main:574] : INFO : Epoch 1985 | loss: 0.0311537 | val_loss: 0.03117 | Time: 12275 ms
[2021-06-07 17:15:31 main:574] : INFO : Epoch 1986 | loss: 0.0311515 | val_loss: 0.0311685 | Time: 6220.75 ms
[2021-06-07 17:15:38 main:574] : INFO : Epoch 1987 | loss: 0.0311528 | val_loss: 0.0311711 | Time: 5858.74 ms
[2021-06-07 17:15:46 main:574] : INFO : Epoch 1988 | loss: 0.0311551 | val_loss: 0.0311727 | Time: 7332.48 ms
[2021-06-07 17:15:53 main:574] : INFO : Epoch 1989 | loss: 0.031152 | val_loss: 0.0311683 | Time: 6558.49 ms
[2021-06-07 17:16:02 main:574] : INFO : Epoch 1990 | loss: 0.0311525 | val_loss: 0.0311727 | Time: 8885.51 ms
[2021-06-07 17:16:13 main:574] : INFO : Epoch 1991 | loss: 0.0311508 | val_loss: 0.0311709 | Time: 9527.93 ms
[2021-06-07 17:16:19 main:574] : INFO : Epoch 1992 | loss: 0.0311518 | val_loss: 0.0311693 | Time: 6033.92 ms
[2021-06-07 17:16:29 main:574] : INFO : Epoch 1993 | loss: 0.0311518 | val_loss: 0.0311681 | Time: 8882.07 ms
[2021-06-07 17:16:36 main:574] : INFO : Epoch 1994 | loss: 0.031153 | val_loss: 0.0311672 | Time: 5335.91 ms
[2021-06-07 17:16:47 main:574] : INFO : Epoch 1995 | loss: 0.0311535 | val_loss: 0.0311702 | Time: 10443.1 ms
[2021-06-07 17:16:53 main:574] : INFO : Epoch 1996 | loss: 0.0311521 | val_loss: 0.0311687 | Time: 5395.2 ms
[2021-06-07 17:16:59 main:574] : INFO : Epoch 1997 | loss: 0.031151 | val_loss: 0.0311648 | Time: 5270.63 ms
[2021-06-07 17:17:05 main:574] : INFO : Epoch 1998 | loss: 0.0311519 | val_loss: 0.0311711 | Time: 5439.99 ms
[2021-06-07 17:17:12 main:574] : INFO : Epoch 1999 | loss: 0.0311562 | val_loss: 0.0311735 | Time: 6394.3 ms
[2021-06-07 17:17:19 main:574] : INFO : Epoch 2000 | loss: 0.0311545 | val_loss: 0.031171 | Time: 6167.61 ms
[2021-06-07 17:17:25 main:574] : INFO : Epoch 2001 | loss: 0.0311505 | val_loss: 0.0311691 | Time: 5350.25 ms
[2021-06-07 17:17:33 main:574] : INFO : Epoch 2002 | loss: 0.0311494 | val_loss: 0.031166 | Time: 5350.9 ms
[2021-06-07 17:17:39 main:574] : INFO : Epoch 2003 | loss: 0.03115 | val_loss: 0.0311675 | Time: 5342.39 ms
[2021-06-07 17:17:44 main:574] : INFO : Epoch 2004 | loss: 0.0311514 | val_loss: 0.0311695 | Time: 5292.67 ms
[2021-06-07 17:17:50 main:574] : INFO : Epoch 2005 | loss: 0.0311497 | val_loss: 0.0311678 | Time: 5324.82 ms
[2021-06-07 17:17:58 main:574] : INFO : Epoch 2006 | loss: 0.0311493 | val_loss: 0.0311702 | Time: 6464.91 ms
[2021-06-07 17:18:05 main:574] : INFO : Epoch 2007 | loss: 0.0311509 | val_loss: 0.0311694 | Time: 5937.17 ms
[2021-06-07 17:18:12 main:574] : INFO : Epoch 2008 | loss: 0.0311505 | val_loss: 0.0311678 | Time: 5614.55 ms
[2021-06-07 17:18:18 main:574] : INFO : Epoch 2009 | loss: 0.0311494 | val_loss: 0.0311687 | Time: 5570.16 ms
[2021-06-07 17:18:25 main:574] : INFO : Epoch 2010 | loss: 0.031148 | val_loss: 0.0311677 | Time: 6161.23 ms
[2021-06-07 17:18:32 main:574] : INFO : Epoch 2011 | loss: 0.0311468 | val_loss: 0.0311712 | Time: 6403.08 ms
[2021-06-07 17:18:38 main:574] : INFO : Epoch 2012 | loss: 0.0311471 | val_loss: 0.0311684 | Time: 5751.04 ms
[2021-06-07 17:18:46 main:574] : INFO : Epoch 2013 | loss: 0.0311512 | val_loss: 0.0311699 | Time: 6190.27 ms
[2021-06-07 17:18:52 main:574] : INFO : Epoch 2014 | loss: 0.0311506 | val_loss: 0.0311818 | Time: 5814.26 ms
[2021-06-07 17:18:58 main:574] : INFO : Epoch 2015 | loss: 0.0311559 | val_loss: 0.0311785 | Time: 5751.19 ms
[2021-06-07 17:19:04 main:574] : INFO : Epoch 2016 | loss: 0.0311508 | val_loss: 0.0311707 | Time: 6310.93 ms
[2021-06-07 17:19:11 main:574] : INFO : Epoch 2017 | loss: 0.0311499 | val_loss: 0.0311724 | Time: 6614.38 ms
[2021-06-07 17:19:18 main:574] : INFO : Epoch 2018 | loss: 0.0311518 | val_loss: 0.0311705 | Time: 5956.03 ms
[2021-06-07 17:19:28 main:574] : INFO : Epoch 2019 | loss: 0.03115 | val_loss: 0.0311721 | Time: 9488.98 ms
[2021-06-07 17:19:35 main:574] : INFO : Epoch 2020 | loss: 0.0311491 | val_loss: 0.0311697 | Time: 6442.86 ms
[2021-06-07 17:19:41 main:574] : INFO : Epoch 2021 | loss: 0.0311492 | val_loss: 0.0311711 | Time: 6029.68 ms
[2021-06-07 17:19:47 main:574] : INFO : Epoch 2022 | loss: 0.0311476 | val_loss: 0.031173 | Time: 5810.23 ms
[2021-06-07 17:19:55 main:574] : INFO : Epoch 2023 | loss: 0.0311485 | val_loss: 0.0311722 | Time: 6570.24 ms
[2021-06-07 17:20:01 main:574] : INFO : Epoch 2024 | loss: 0.031149 | val_loss: 0.0311692 | Time: 5594.33 ms
[2021-06-07 17:20:06 main:574] : INFO : Epoch 2025 | loss: 0.0311509 | val_loss: 0.0311721 | Time: 5458.03 ms
[2021-06-07 17:20:12 main:574] : INFO : Epoch 2026 | loss: 0.0311504 | val_loss: 0.0311711 | Time: 5420.58 ms
[2021-06-07 17:20:19 main:574] : INFO : Epoch 2027 | loss: 0.0311511 | val_loss: 0.0311704 | Time: 5448.94 ms
[2021-06-07 17:20:25 main:574] : INFO : Epoch 2028 | loss: 0.031149 | val_loss: 0.0311688 | Time: 5345.16 ms
[2021-06-07 17:20:31 main:574] : INFO : Epoch 2029 | loss: 0.0311485 | val_loss: 0.0311693 | Time: 5327.73 ms
[2021-06-07 17:20:36 main:574] : INFO : Epoch 2030 | loss: 0.0311486 | val_loss: 0.0311727 | Time: 5359.84 ms
[2021-06-07 17:20:43 main:574] : INFO : Epoch 2031 | loss: 0.0311475 | val_loss: 0.031171 | Time: 5659.27 ms
[2021-06-07 17:20:50 main:574] : INFO : Epoch 2032 | loss: 0.0311542 | val_loss: 0.0311744 | Time: 6529.06 ms
[2021-06-07 17:20:56 main:574] : INFO : Epoch 2033 | loss: 0.0311657 | val_loss: 0.0311716 | Time: 5386.24 ms
[2021-06-07 17:21:02 main:574] : INFO : Epoch 2034 | loss: 0.0311623 | val_loss: 0.0311703 | Time: 5656.05 ms
[2021-06-07 17:21:08 main:574] : INFO : Epoch 2035 | loss: 0.031159 | val_loss: 0.0311709 | Time: 5330.7 ms
[2021-06-07 17:21:14 main:574] : INFO : Epoch 2036 | loss: 0.0311577 | val_loss: 0.0311692 | Time: 6191.7 ms
[2021-06-07 17:21:20 main:574] : INFO : Epoch 2037 | loss: 0.0311574 | val_loss: 0.0311717 | Time: 5920.03 ms
[2021-06-07 17:21:27 main:574] : INFO : Epoch 2038 | loss: 0.0311566 | val_loss: 0.0311698 | Time: 5839.86 ms
[2021-06-07 17:21:33 main:574] : INFO : Epoch 2039 | loss: 0.0311546 | val_loss: 0.0311704 | Time: 5540.79 ms
[2021-06-07 17:21:40 main:574] : INFO : Epoch 2040 | loss: 0.0311536 | val_loss: 0.0311698 | Time: 5617.78 ms
[2021-06-07 17:21:45 main:574] : INFO : Epoch 2041 | loss: 0.0311543 | val_loss: 0.0311684 | Time: 5724.86 ms
[2021-06-07 17:21:51 main:574] : INFO : Epoch 2042 | loss: 0.0311539 | val_loss: 0.0311692 | Time: 5304.35 ms
[2021-06-07 17:21:57 main:574] : INFO : Epoch 2043 | loss: 0.0311543 | val_loss: 0.0311737 | Time: 6390.07 ms
[2021-06-07 17:22:09 main:574] : INFO : Epoch 2044 | loss: 0.0311545 | val_loss: 0.0311679 | Time: 8379.92 ms
[2021-06-07 17:22:16 main:574] : INFO : Epoch 2045 | loss: 0.031153 | val_loss: 0.0311687 | Time: 5376.33 ms
[2021-06-07 17:22:22 main:574] : INFO : Epoch 2046 | loss: 0.0311523 | val_loss: 0.0311703 | Time: 5470.91 ms
[2021-06-07 17:22:29 main:574] : INFO : Epoch 2047 | loss: 0.031151 | val_loss: 0.0311695 | Time: 5387.97 ms
[2021-06-07 17:22:36 main:574] : INFO : Epoch 2048 | loss: 0.0311515 | val_loss: 0.0311711 | Time: 5384.97 ms
[2021-06-07 17:22:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311711
[2021-06-07 17:22:36 main:603] : INFO : Saving end state to config to file
[2021-06-07 17:22:36 main:608] : INFO : Success, exiting..
17:22:36 (6276): 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)