Task 3521835
| Name | ParityModified-1609264978-6533-0_1 |
| Workunit | 1710942 |
| Created | 3 Jan 2021, 18:28:34 UTC |
| Sent | 3 Jan 2021, 18:41:56 UTC |
| Report deadline | 11 Jan 2021, 18:41:56 UTC |
| Received | 4 Jan 2021, 12:03:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4396 |
| Run time | 53 min 46 sec |
| CPU time | 53 min 2 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,346.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.50 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311658 | val_loss: 0.0311731 | Time: 1562.9 ms
[2021-01-04 12:50:35 main:574] : INFO : Epoch 1543 | loss: 0.0311672 | val_loss: 0.0311742 | Time: 1566.61 ms
[2021-01-04 12:50:36 main:574] : INFO : Epoch 1544 | loss: 0.0311675 | val_loss: 0.0311735 | Time: 1570.07 ms
[2021-01-04 12:50:38 main:574] : INFO : Epoch 1545 | loss: 0.031165 | val_loss: 0.031172 | Time: 1569.19 ms
[2021-01-04 12:50:39 main:574] : INFO : Epoch 1546 | loss: 0.0311643 | val_loss: 0.0311736 | Time: 1568.6 ms
[2021-01-04 12:50:41 main:574] : INFO : Epoch 1547 | loss: 0.0311648 | val_loss: 0.0311741 | Time: 1554.96 ms
[2021-01-04 12:50:43 main:574] : INFO : Epoch 1548 | loss: 0.031166 | val_loss: 0.0311745 | Time: 1557.05 ms
[2021-01-04 12:50:44 main:574] : INFO : Epoch 1549 | loss: 0.0311655 | val_loss: 0.0311729 | Time: 1564.76 ms
[2021-01-04 12:50:46 main:574] : INFO : Epoch 1550 | loss: 0.0311632 | val_loss: 0.0311729 | Time: 1550.47 ms
[2021-01-04 12:50:47 main:574] : INFO : Epoch 1551 | loss: 0.0311654 | val_loss: 0.0311728 | Time: 1569.5 ms
[2021-01-04 12:50:49 main:574] : INFO : Epoch 1552 | loss: 0.0311655 | val_loss: 0.0311763 | Time: 1542.67 ms
[2021-01-04 12:50:50 main:574] : INFO : Epoch 1553 | loss: 0.031164 | val_loss: 0.0311716 | Time: 1562.53 ms
[2021-01-04 12:50:52 main:574] : INFO : Epoch 1554 | loss: 0.0311617 | val_loss: 0.0311747 | Time: 1545.93 ms
[2021-01-04 12:50:54 main:574] : INFO : Epoch 1555 | loss: 0.0311631 | val_loss: 0.0311726 | Time: 1559.44 ms
[2021-01-04 12:50:55 main:574] : INFO : Epoch 1556 | loss: 0.0311634 | val_loss: 0.0311725 | Time: 1551.96 ms
[2021-01-04 12:50:57 main:574] : INFO : Epoch 1557 | loss: 0.0311619 | val_loss: 0.0311717 | Time: 1562.52 ms
[2021-01-04 12:50:58 main:574] : INFO : Epoch 1558 | loss: 0.0311623 | val_loss: 0.0311717 | Time: 1566.89 ms
[2021-01-04 12:51:00 main:574] : INFO : Epoch 1559 | loss: 0.0311615 | val_loss: 0.0311749 | Time: 1554.05 ms
[2021-01-04 12:51:01 main:574] : INFO : Epoch 1560 | loss: 0.0311618 | val_loss: 0.0311713 | Time: 1540.09 ms
[2021-01-04 12:51:03 main:574] : INFO : Epoch 1561 | loss: 0.0311611 | val_loss: 0.0311724 | Time: 1543.48 ms
[2021-01-04 12:51:04 main:574] : INFO : Epoch 1562 | loss: 0.0311606 | val_loss: 0.0311733 | Time: 1548.46 ms
[2021-01-04 12:51:06 main:574] : INFO : Epoch 1563 | loss: 0.0311601 | val_loss: 0.031174 | Time: 1557.77 ms
[2021-01-04 12:51:08 main:574] : INFO : Epoch 1564 | loss: 0.0311618 | val_loss: 0.0311767 | Time: 1566.4 ms
[2021-01-04 12:51:09 main:574] : INFO : Epoch 1565 | loss: 0.0311607 | val_loss: 0.0311742 | Time: 1674.42 ms
[2021-01-04 12:51:11 main:574] : INFO : Epoch 1566 | loss: 0.0311619 | val_loss: 0.0311783 | Time: 1627.61 ms
[2021-01-04 12:51:13 main:574] : INFO : Epoch 1567 | loss: 0.0311633 | val_loss: 0.0311764 | Time: 1552.37 ms
[2021-01-04 12:51:14 main:574] : INFO : Epoch 1568 | loss: 0.0311619 | val_loss: 0.0311721 | Time: 1572.67 ms
[2021-01-04 12:51:16 main:574] : INFO : Epoch 1569 | loss: 0.0311604 | val_loss: 0.0311741 | Time: 1560.58 ms
[2021-01-04 12:51:17 main:574] : INFO : Epoch 1570 | loss: 0.0311598 | val_loss: 0.0311741 | Time: 1666.8 ms
[2021-01-04 12:51:19 main:574] : INFO : Epoch 1571 | loss: 0.0311614 | val_loss: 0.0311721 | Time: 1563.42 ms
[2021-01-04 12:51:21 main:574] : INFO : Epoch 1572 | loss: 0.0311608 | val_loss: 0.0311721 | Time: 1564.91 ms
[2021-01-04 12:51:22 main:574] : INFO : Epoch 1573 | loss: 0.0311603 | val_loss: 0.0311737 | Time: 1588.44 ms
[2021-01-04 12:51:24 main:574] : INFO : Epoch 1574 | loss: 0.0311583 | val_loss: 0.0311724 | Time: 1709.96 ms
[2021-01-04 12:51:26 main:574] : INFO : Epoch 1575 | loss: 0.0311579 | val_loss: 0.0311736 | Time: 1733.93 ms
[2021-01-04 12:51:27 main:574] : INFO : Epoch 1576 | loss: 0.0311598 | val_loss: 0.0311774 | Time: 1679.41 ms
[2021-01-04 12:51:29 main:574] : INFO : Epoch 1577 | loss: 0.0311726 | val_loss: 0.0311866 | Time: 1697.08 ms
[2021-01-04 12:51:31 main:574] : INFO : Epoch 1578 | loss: 0.0311745 | val_loss: 0.031177 | Time: 1702.36 ms
[2021-01-04 12:51:32 main:574] : INFO : Epoch 1579 | loss: 0.0311663 | val_loss: 0.0311693 | Time: 1590.21 ms
[2021-01-04 12:51:34 main:574] : INFO : Epoch 1580 | loss: 0.0311634 | val_loss: 0.0311701 | Time: 1567.27 ms
[2021-01-04 12:51:35 main:574] : INFO : Epoch 1581 | loss: 0.0311661 | val_loss: 0.0311723 | Time: 1563.28 ms
[2021-01-04 12:51:37 main:574] : INFO : Epoch 1582 | loss: 0.031161 | val_loss: 0.031171 | Time: 1557.69 ms
[2021-01-04 12:51:39 main:574] : INFO : Epoch 1583 | loss: 0.0311611 | val_loss: 0.0311739 | Time: 1541.8 ms
[2021-01-04 12:51:40 main:574] : INFO : Epoch 1584 | loss: 0.0311621 | val_loss: 0.0311684 | Time: 1556.1 ms
[2021-01-04 12:51:42 main:574] : INFO : Epoch 1585 | loss: 0.0311595 | val_loss: 0.031171 | Time: 1547.76 ms
[2021-01-04 12:51:43 main:574] : INFO : Epoch 1586 | loss: 0.0311581 | val_loss: 0.0311722 | Time: 1546 ms
[2021-01-04 12:51:45 main:574] : INFO : Epoch 1587 | loss: 0.0311576 | val_loss: 0.0311712 | Time: 1557.73 ms
[2021-01-04 12:51:46 main:574] : INFO : Epoch 1588 | loss: 0.0311562 | val_loss: 0.0311718 | Time: 1571.82 ms
[2021-01-04 12:51:48 main:574] : INFO : Epoch 1589 | loss: 0.0311563 | val_loss: 0.0311708 | Time: 1555.85 ms
[2021-01-04 12:51:50 main:574] : INFO : Epoch 1590 | loss: 0.031158 | val_loss: 0.0311747 | Time: 1562.11 ms
[2021-01-04 12:51:51 main:574] : INFO : Epoch 1591 | loss: 0.0311638 | val_loss: 0.0311793 | Time: 1581.39 ms
[2021-01-04 12:51:53 main:574] : INFO : Epoch 1592 | loss: 0.03116 | val_loss: 0.0311705 | Time: 1567.95 ms
[2021-01-04 12:51:54 main:574] : INFO : Epoch 1593 | loss: 0.0311568 | val_loss: 0.0311756 | Time: 1562.53 ms
[2021-01-04 12:51:56 main:574] : INFO : Epoch 1594 | loss: 0.0311551 | val_loss: 0.0311727 | Time: 1556.49 ms
[2021-01-04 12:51:57 main:574] : INFO : Epoch 1595 | loss: 0.0311545 | val_loss: 0.031177 | Time: 1556.57 ms
[2021-01-04 12:51:59 main:574] : INFO : Epoch 1596 | loss: 0.0311543 | val_loss: 0.0311736 | Time: 1562.58 ms
[2021-01-04 12:52:01 main:574] : INFO : Epoch 1597 | loss: 0.0311582 | val_loss: 0.0311852 | Time: 1560.84 ms
[2021-01-04 12:52:02 main:574] : INFO : Epoch 1598 | loss: 0.0311614 | val_loss: 0.0311811 | Time: 1568.61 ms
[2021-01-04 12:52:04 main:574] : INFO : Epoch 1599 | loss: 0.0311565 | val_loss: 0.0311719 | Time: 1566.01 ms
[2021-01-04 12:52:05 main:574] : INFO : Epoch 1600 | loss: 0.0311539 | val_loss: 0.031173 | Time: 1565.34 ms
[2021-01-04 12:52:07 main:574] : INFO : Epoch 1601 | loss: 0.0311557 | val_loss: 0.0311748 | Time: 1567.85 ms
[2021-01-04 12:52:08 main:574] : INFO : Epoch 1602 | loss: 0.0311548 | val_loss: 0.0311722 | Time: 1566.66 ms
[2021-01-04 12:52:10 main:574] : INFO : Epoch 1603 | loss: 0.0311555 | val_loss: 0.0311764 | Time: 1554.28 ms
[2021-01-04 12:52:12 main:574] : INFO : Epoch 1604 | loss: 0.0311536 | val_loss: 0.0311732 | Time: 1565.61 ms
[2021-01-04 12:52:13 main:574] : INFO : Epoch 1605 | loss: 0.0311524 | val_loss: 0.0311708 | Time: 1553.5 ms
[2021-01-04 12:52:15 main:574] : INFO : Epoch 1606 | loss: 0.0311522 | val_loss: 0.0311748 | Time: 1571.23 ms
[2021-01-04 12:52:16 main:574] : INFO : Epoch 1607 | loss: 0.0311526 | val_loss: 0.0311741 | Time: 1568.75 ms
[2021-01-04 12:52:18 main:574] : INFO : Epoch 1608 | loss: 0.0311538 | val_loss: 0.0311754 | Time: 1564.53 ms
[2021-01-04 12:52:19 main:574] : INFO : Epoch 1609 | loss: 0.031153 | val_loss: 0.0311758 | Time: 1557.94 ms
[2021-01-04 12:52:21 main:574] : INFO : Epoch 1610 | loss: 0.0311528 | val_loss: 0.0311718 | Time: 1553.74 ms
[2021-01-04 12:52:23 main:574] : INFO : Epoch 1611 | loss: 0.0311521 | val_loss: 0.0311783 | Time: 1560.72 ms
[2021-01-04 12:52:24 main:574] : INFO : Epoch 1612 | loss: 0.0311525 | val_loss: 0.0311764 | Time: 1572.55 ms
[2021-01-04 12:52:26 main:574] : INFO : Epoch 1613 | loss: 0.0311533 | val_loss: 0.0311759 | Time: 1571.51 ms
[2021-01-04 12:52:27 main:574] : INFO : Epoch 1614 | loss: 0.0311535 | val_loss: 0.0311743 | Time: 1566.81 ms
[2021-01-04 12:52:29 main:574] : INFO : Epoch 1615 | loss: 0.0311512 | val_loss: 0.0311783 | Time: 1562.13 ms
[2021-01-04 12:52:30 main:574] : INFO : Epoch 1616 | loss: 0.0311521 | val_loss: 0.0311752 | Time: 1559.18 ms
[2021-01-04 12:52:32 main:574] : INFO : Epoch 1617 | loss: 0.0311544 | val_loss: 0.0311772 | Time: 1564.83 ms
[2021-01-04 12:52:34 main:574] : INFO : Epoch 1618 | loss: 0.0311554 | val_loss: 0.0311749 | Time: 1539.42 ms
[2021-01-04 12:52:35 main:574] : INFO : Epoch 1619 | loss: 0.031155 | val_loss: 0.0311703 | Time: 1562.5 ms
[2021-01-04 12:52:37 main:574] : INFO : Epoch 1620 | loss: 0.0311538 | val_loss: 0.0311737 | Time: 1547.63 ms
[2021-01-04 12:52:38 main:574] : INFO : Epoch 1621 | loss: 0.0311513 | val_loss: 0.0311737 | Time: 1554.88 ms
[2021-01-04 12:52:40 main:574] : INFO : Epoch 1622 | loss: 0.0311498 | val_loss: 0.0311715 | Time: 1549.12 ms
[2021-01-04 12:52:41 main:574] : INFO : Epoch 1623 | loss: 0.0311512 | val_loss: 0.031175 | Time: 1560.28 ms
[2021-01-04 12:52:43 main:574] : INFO : Epoch 1624 | loss: 0.0311513 | val_loss: 0.0311712 | Time: 1585.94 ms
[2021-01-04 12:52:45 main:574] : INFO : Epoch 1625 | loss: 0.0311534 | val_loss: 0.0311787 | Time: 1563.71 ms
[2021-01-04 12:52:46 main:574] : INFO : Epoch 1626 | loss: 0.031152 | val_loss: 0.0311743 | Time: 1576.49 ms
[2021-01-04 12:52:48 main:574] : INFO : Epoch 1627 | loss: 0.0311517 | val_loss: 0.0311763 | Time: 1568.59 ms
[2021-01-04 12:52:49 main:574] : INFO : Epoch 1628 | loss: 0.0311484 | val_loss: 0.031173 | Time: 1555.73 ms
[2021-01-04 12:52:51 main:574] : INFO : Epoch 1629 | loss: 0.0311482 | val_loss: 0.0311767 | Time: 1556.29 ms
[2021-01-04 12:52:52 main:574] : INFO : Epoch 1630 | loss: 0.0311484 | val_loss: 0.0311751 | Time: 1567.08 ms
[2021-01-04 12:52:54 main:574] : INFO : Epoch 1631 | loss: 0.0311508 | val_loss: 0.0311745 | Time: 1562.05 ms
[2021-01-04 12:52:56 main:574] : INFO : Epoch 1632 | loss: 0.0311505 | val_loss: 0.0311735 | Time: 1556.26 ms
[2021-01-04 12:52:57 main:574] : INFO : Epoch 1633 | loss: 0.0311482 | val_loss: 0.0311775 | Time: 1561.57 ms
[2021-01-04 12:52:59 main:574] : INFO : Epoch 1634 | loss: 0.0311601 | val_loss: 0.0311713 | Time: 1567.2 ms
[2021-01-04 12:53:00 main:574] : INFO : Epoch 1635 | loss: 0.031161 | val_loss: 0.0311724 | Time: 1563.28 ms
[2021-01-04 12:53:02 main:574] : INFO : Epoch 1636 | loss: 0.0311554 | val_loss: 0.0311728 | Time: 1563.91 ms
[2021-01-04 12:53:03 main:574] : INFO : Epoch 1637 | loss: 0.0311555 | val_loss: 0.0311718 | Time: 1564.53 ms
[2021-01-04 12:53:05 main:574] : INFO : Epoch 1638 | loss: 0.0311551 | val_loss: 0.0311762 | Time: 1571.42 ms
[2021-01-04 12:53:07 main:574] : INFO : Epoch 1639 | loss: 0.0311523 | val_loss: 0.0311799 | Time: 1575.07 ms
[2021-01-04 12:53:08 main:574] : INFO : Epoch 1640 | loss: 0.0311512 | val_loss: 0.0311768 | Time: 1566.68 ms
[2021-01-04 12:53:10 main:574] : INFO : Epoch 1641 | loss: 0.0311493 | val_loss: 0.0311773 | Time: 1550.41 ms
[2021-01-04 12:53:11 main:574] : INFO : Epoch 1642 | loss: 0.0311479 | val_loss: 0.031176 | Time: 1565.41 ms
[2021-01-04 12:53:13 main:574] : INFO : Epoch 1643 | loss: 0.0311495 | val_loss: 0.0311859 | Time: 1570 ms
[2021-01-04 12:53:14 main:574] : INFO : Epoch 1644 | loss: 0.0311498 | val_loss: 0.031178 | Time: 1560.21 ms
[2021-01-04 12:53:16 main:574] : INFO : Epoch 1645 | loss: 0.0311466 | val_loss: 0.0311825 | Time: 1563.21 ms
[2021-01-04 12:53:18 main:574] : INFO : Epoch 1646 | loss: 0.031148 | val_loss: 0.0311778 | Time: 1573.73 ms
[2021-01-04 12:53:19 main:574] : INFO : Epoch 1647 | loss: 0.0311443 | val_loss: 0.0311809 | Time: 1559.86 ms
[2021-01-04 12:53:21 main:574] : INFO : Epoch 1648 | loss: 0.0311447 | val_loss: 0.0311768 | Time: 1558.34 ms
[2021-01-04 12:53:22 main:574] : INFO : Epoch 1649 | loss: 0.0311444 | val_loss: 0.0311771 | Time: 1543.04 ms
[2021-01-04 12:53:24 main:574] : INFO : Epoch 1650 | loss: 0.031154 | val_loss: 0.0311708 | Time: 1557.42 ms
[2021-01-04 12:53:25 main:574] : INFO : Epoch 1651 | loss: 0.0311486 | val_loss: 0.0311728 | Time: 1568.28 ms
[2021-01-04 12:53:27 main:574] : INFO : Epoch 1652 | loss: 0.0311456 | val_loss: 0.0311736 | Time: 1570.98 ms
[2021-01-04 12:53:29 main:574] : INFO : Epoch 1653 | loss: 0.0311459 | val_loss: 0.0311736 | Time: 1572.8 ms
[2021-01-04 12:53:30 main:574] : INFO : Epoch 1654 | loss: 0.031145 | val_loss: 0.0311757 | Time: 1560.8 ms
[2021-01-04 12:53:32 main:574] : INFO : Epoch 1655 | loss: 0.0311474 | val_loss: 0.0311893 | Time: 1560.54 ms
[2021-01-04 12:53:33 main:574] : INFO : Epoch 1656 | loss: 0.031146 | val_loss: 0.0311809 | Time: 1561.56 ms
[2021-01-04 12:53:35 main:574] : INFO : Epoch 1657 | loss: 0.0311418 | val_loss: 0.031179 | Time: 1567.96 ms
[2021-01-04 12:53:36 main:574] : INFO : Epoch 1658 | loss: 0.0311419 | val_loss: 0.0311758 | Time: 1588.36 ms
[2021-01-04 12:53:38 main:574] : INFO : Epoch 1659 | loss: 0.0311437 | val_loss: 0.0311722 | Time: 1566.43 ms
[2021-01-04 12:53:40 main:574] : INFO : Epoch 1660 | loss: 0.0311419 | val_loss: 0.0311761 | Time: 1549.36 ms
[2021-01-04 12:53:41 main:574] : INFO : Epoch 1661 | loss: 0.0311464 | val_loss: 0.0311825 | Time: 1559.95 ms
[2021-01-04 12:53:43 main:574] : INFO : Epoch 1662 | loss: 0.031146 | val_loss: 0.0311792 | Time: 1564.63 ms
[2021-01-04 12:53:44 main:574] : INFO : Epoch 1663 | loss: 0.0311451 | val_loss: 0.0311775 | Time: 1551.5 ms
[2021-01-04 12:53:46 main:574] : INFO : Epoch 1664 | loss: 0.0311448 | val_loss: 0.0311806 | Time: 1565.22 ms
[2021-01-04 12:53:47 main:574] : INFO : Epoch 1665 | loss: 0.0311414 | val_loss: 0.0311807 | Time: 1541.96 ms
[2021-01-04 12:53:49 main:574] : INFO : Epoch 1666 | loss: 0.0311406 | val_loss: 0.0311848 | Time: 1551.22 ms
[2021-01-04 12:53:51 main:574] : INFO : Epoch 1667 | loss: 0.0311404 | val_loss: 0.0311839 | Time: 1555.71 ms
[2021-01-04 12:53:52 main:574] : INFO : Epoch 1668 | loss: 0.031139 | val_loss: 0.0311804 | Time: 1552.14 ms
[2021-01-04 12:53:54 main:574] : INFO : Epoch 1669 | loss: 0.0311389 | val_loss: 0.0311839 | Time: 1555.65 ms
[2021-01-04 12:53:55 main:574] : INFO : Epoch 1670 | loss: 0.031139 | val_loss: 0.0311825 | Time: 1559.23 ms
[2021-01-04 12:53:57 main:574] : INFO : Epoch 1671 | loss: 0.03114 | val_loss: 0.0311825 | Time: 1560.25 ms
[2021-01-04 12:53:58 main:574] : INFO : Epoch 1672 | loss: 0.0311395 | val_loss: 0.0311828 | Time: 1561.98 ms
[2021-01-04 12:54:00 main:574] : INFO : Epoch 1673 | loss: 0.0311379 | val_loss: 0.0311871 | Time: 1549.56 ms
[2021-01-04 12:54:01 main:574] : INFO : Epoch 1674 | loss: 0.0311421 | val_loss: 0.0311777 | Time: 1555.01 ms
[2021-01-04 12:54:03 main:574] : INFO : Epoch 1675 | loss: 0.0311415 | val_loss: 0.0311799 | Time: 1559.59 ms
[2021-01-04 12:54:05 main:574] : INFO : Epoch 1676 | loss: 0.0311416 | val_loss: 0.031185 | Time: 1571.3 ms
[2021-01-04 12:54:06 main:574] : INFO : Epoch 1677 | loss: 0.0311398 | val_loss: 0.0311851 | Time: 1560.41 ms
[2021-01-04 12:54:08 main:574] : INFO : Epoch 1678 | loss: 0.0311378 | val_loss: 0.0311811 | Time: 1555.19 ms
[2021-01-04 12:54:09 main:574] : INFO : Epoch 1679 | loss: 0.0311404 | val_loss: 0.0311885 | Time: 1552.39 ms
[2021-01-04 12:54:11 main:574] : INFO : Epoch 1680 | loss: 0.0311415 | val_loss: 0.0311852 | Time: 1552.06 ms
[2021-01-04 12:54:12 main:574] : INFO : Epoch 1681 | loss: 0.0311395 | val_loss: 0.0311867 | Time: 1555.43 ms
[2021-01-04 12:54:14 main:574] : INFO : Epoch 1682 | loss: 0.0311366 | val_loss: 0.0311825 | Time: 1545.94 ms
[2021-01-04 12:54:16 main:574] : INFO : Epoch 1683 | loss: 0.0311367 | val_loss: 0.0311848 | Time: 1555.73 ms
[2021-01-04 12:54:17 main:574] : INFO : Epoch 1684 | loss: 0.031141 | val_loss: 0.0311814 | Time: 1559.6 ms
[2021-01-04 12:54:19 main:574] : INFO : Epoch 1685 | loss: 0.031142 | val_loss: 0.0311827 | Time: 1558.27 ms
[2021-01-04 12:54:20 main:574] : INFO : Epoch 1686 | loss: 0.0311397 | val_loss: 0.0311829 | Time: 1543.25 ms
[2021-01-04 12:54:22 main:574] : INFO : Epoch 1687 | loss: 0.03114 | val_loss: 0.0311811 | Time: 1538.87 ms
[2021-01-04 12:54:23 main:574] : INFO : Epoch 1688 | loss: 0.0311414 | val_loss: 0.031183 | Time: 1551.83 ms
[2021-01-04 12:54:25 main:574] : INFO : Epoch 1689 | loss: 0.031137 | val_loss: 0.0311872 | Time: 1541.4 ms
[2021-01-04 12:54:26 main:574] : INFO : Epoch 1690 | loss: 0.0311394 | val_loss: 0.0311792 | Time: 1559.46 ms
[2021-01-04 12:54:28 main:574] : INFO : Epoch 1691 | loss: 0.03114 | val_loss: 0.0311789 | Time: 1555.96 ms
[2021-01-04 12:54:30 main:574] : INFO : Epoch 1692 | loss: 0.0311386 | val_loss: 0.0311885 | Time: 1535.31 ms
[2021-01-04 12:54:31 main:574] : INFO : Epoch 1693 | loss: 0.031139 | val_loss: 0.0311829 | Time: 1555.3 ms
[2021-01-04 12:54:33 main:574] : INFO : Epoch 1694 | loss: 0.0311371 | val_loss: 0.0311842 | Time: 1547.45 ms
[2021-01-04 12:54:34 main:574] : INFO : Epoch 1695 | loss: 0.0311349 | val_loss: 0.0311906 | Time: 1552.53 ms
[2021-01-04 12:54:36 main:574] : INFO : Epoch 1696 | loss: 0.031135 | val_loss: 0.0311835 | Time: 1557.2 ms
[2021-01-04 12:54:37 main:574] : INFO : Epoch 1697 | loss: 0.0311354 | val_loss: 0.0311856 | Time: 1549.68 ms
[2021-01-04 12:54:39 main:574] : INFO : Epoch 1698 | loss: 0.0311365 | val_loss: 0.0311862 | Time: 1547.7 ms
[2021-01-04 12:54:40 main:574] : INFO : Epoch 1699 | loss: 0.0311357 | val_loss: 0.0311848 | Time: 1573.85 ms
[2021-01-04 12:54:42 main:574] : INFO : Epoch 1700 | loss: 0.0311354 | val_loss: 0.0311897 | Time: 1576.58 ms
[2021-01-04 12:54:44 main:574] : INFO : Epoch 1701 | loss: 0.0311327 | val_loss: 0.0311871 | Time: 1574.54 ms
[2021-01-04 12:54:45 main:574] : INFO : Epoch 1702 | loss: 0.031143 | val_loss: 0.0311796 | Time: 1571.93 ms
[2021-01-04 12:54:47 main:574] : INFO : Epoch 1703 | loss: 0.0311483 | val_loss: 0.0311765 | Time: 1572.84 ms
[2021-01-04 12:54:48 main:574] : INFO : Epoch 1704 | loss: 0.0311453 | val_loss: 0.0311795 | Time: 1555.5 ms
[2021-01-04 12:54:50 main:574] : INFO : Epoch 1705 | loss: 0.0311421 | val_loss: 0.0311801 | Time: 1566.14 ms
[2021-01-04 12:54:52 main:574] : INFO : Epoch 1706 | loss: 0.0311385 | val_loss: 0.031182 | Time: 1566.14 ms
[2021-01-04 12:54:53 main:574] : INFO : Epoch 1707 | loss: 0.0311362 | val_loss: 0.0311789 | Time: 1587.67 ms
[2021-01-04 12:54:55 main:574] : INFO : Epoch 1708 | loss: 0.0311366 | val_loss: 0.0311865 | Time: 1563.93 ms
[2021-01-04 12:54:56 main:574] : INFO : Epoch 1709 | loss: 0.0311374 | val_loss: 0.0311797 | Time: 1557.35 ms
[2021-01-04 12:54:58 main:574] : INFO : Epoch 1710 | loss: 0.0311363 | val_loss: 0.0311854 | Time: 1570 ms
[2021-01-04 12:54:59 main:574] : INFO : Epoch 1711 | loss: 0.0311383 | val_loss: 0.0311871 | Time: 1563.42 ms
[2021-01-04 12:55:01 main:574] : INFO : Epoch 1712 | loss: 0.0311375 | val_loss: 0.0311901 | Time: 1550.01 ms
[2021-01-04 12:55:03 main:574] : INFO : Epoch 1713 | loss: 0.0311369 | val_loss: 0.0311854 | Time: 1559.85 ms
[2021-01-04 12:55:04 main:574] : INFO : Epoch 1714 | loss: 0.0311345 | val_loss: 0.031186 | Time: 1563.73 ms
[2021-01-04 12:55:06 main:574] : INFO : Epoch 1715 | loss: 0.0311335 | val_loss: 0.0311845 | Time: 1569.09 ms
[2021-01-04 12:55:07 main:574] : INFO : Epoch 1716 | loss: 0.0311321 | val_loss: 0.031177 | Time: 1559.13 ms
[2021-01-04 12:55:09 main:574] : INFO : Epoch 1717 | loss: 0.031134 | val_loss: 0.0311818 | Time: 1577.85 ms
[2021-01-04 12:55:10 main:574] : INFO : Epoch 1718 | loss: 0.0311358 | val_loss: 0.0311805 | Time: 1552.34 ms
[2021-01-04 12:55:12 main:574] : INFO : Epoch 1719 | loss: 0.0311335 | val_loss: 0.0311908 | Time: 1561.29 ms
[2021-01-04 12:55:14 main:574] : INFO : Epoch 1720 | loss: 0.0311345 | val_loss: 0.0311902 | Time: 1562.99 ms
[2021-01-04 12:55:15 main:574] : INFO : Epoch 1721 | loss: 0.0311358 | val_loss: 0.0311829 | Time: 1536.88 ms
[2021-01-04 12:55:17 main:574] : INFO : Epoch 1722 | loss: 0.0311321 | val_loss: 0.0311952 | Time: 1566.28 ms
[2021-01-04 12:55:18 main:574] : INFO : Epoch 1723 | loss: 0.0311323 | val_loss: 0.0311812 | Time: 1562.24 ms
[2021-01-04 12:55:20 main:574] : INFO : Epoch 1724 | loss: 0.0311301 | val_loss: 0.031187 | Time: 1553.27 ms
[2021-01-04 12:55:21 main:574] : INFO : Epoch 1725 | loss: 0.0311306 | val_loss: 0.0311893 | Time: 1552.71 ms
[2021-01-04 12:55:23 main:574] : INFO : Epoch 1726 | loss: 0.0311295 | val_loss: 0.031183 | Time: 1557.9 ms
[2021-01-04 12:55:24 main:574] : INFO : Epoch 1727 | loss: 0.03113 | val_loss: 0.0311863 | Time: 1538.8 ms
[2021-01-04 12:55:26 main:574] : INFO : Epoch 1728 | loss: 0.0311325 | val_loss: 0.0311873 | Time: 1555.65 ms
[2021-01-04 12:55:28 main:574] : INFO : Epoch 1729 | loss: 0.031132 | val_loss: 0.0311838 | Time: 1550.96 ms
[2021-01-04 12:55:29 main:574] : INFO : Epoch 1730 | loss: 0.0311304 | val_loss: 0.031182 | Time: 1563.96 ms
[2021-01-04 12:55:31 main:574] : INFO : Epoch 1731 | loss: 0.0311302 | val_loss: 0.0311921 | Time: 1549.69 ms
[2021-01-04 12:55:32 main:574] : INFO : Epoch 1732 | loss: 0.0311313 | val_loss: 0.03119 | Time: 1561.44 ms
[2021-01-04 12:55:34 main:574] : INFO : Epoch 1733 | loss: 0.0311313 | val_loss: 0.031198 | Time: 1552.9 ms
[2021-01-04 12:55:35 main:574] : INFO : Epoch 1734 | loss: 0.0311344 | val_loss: 0.0311858 | Time: 1546.06 ms
[2021-01-04 12:55:37 main:574] : INFO : Epoch 1735 | loss: 0.0311342 | val_loss: 0.0311859 | Time: 1556.75 ms
[2021-01-04 12:55:39 main:574] : INFO : Epoch 1736 | loss: 0.0311297 | val_loss: 0.0311823 | Time: 1552.91 ms
[2021-01-04 12:55:40 main:574] : INFO : Epoch 1737 | loss: 0.0311294 | val_loss: 0.0311911 | Time: 1552.04 ms
[2021-01-04 12:55:42 main:574] : INFO : Epoch 1738 | loss: 0.0311282 | val_loss: 0.0311929 | Time: 1548.09 ms
[2021-01-04 12:55:43 main:574] : INFO : Epoch 1739 | loss: 0.0311308 | val_loss: 0.031193 | Time: 1549.15 ms
[2021-01-04 12:55:45 main:574] : INFO : Epoch 1740 | loss: 0.0311302 | val_loss: 0.0311845 | Time: 1537.1 ms
[2021-01-04 12:55:46 main:574] : INFO : Epoch 1741 | loss: 0.0311344 | val_loss: 0.0311848 | Time: 1545.77 ms
[2021-01-04 12:55:48 main:574] : INFO : Epoch 1742 | loss: 0.0311449 | val_loss: 0.0311833 | Time: 1552.91 ms
[2021-01-04 12:55:49 main:574] : INFO : Epoch 1743 | loss: 0.0311498 | val_loss: 0.0311763 | Time: 1556.61 ms
[2021-01-04 12:55:51 main:574] : INFO : Epoch 1744 | loss: 0.0311465 | val_loss: 0.0311881 | Time: 1545.81 ms
[2021-01-04 12:55:53 main:574] : INFO : Epoch 1745 | loss: 0.0311447 | val_loss: 0.0311791 | Time: 1554.77 ms
[2021-01-04 12:55:54 main:574] : INFO : Epoch 1746 | loss: 0.0311378 | val_loss: 0.0311782 | Time: 1549.12 ms
[2021-01-04 12:55:56 main:574] : INFO : Epoch 1747 | loss: 0.0311342 | val_loss: 0.0311817 | Time: 1549.08 ms
[2021-01-04 12:55:57 main:574] : INFO : Epoch 1748 | loss: 0.0311354 | val_loss: 0.0311814 | Time: 1549.41 ms
[2021-01-04 12:55:59 main:574] : INFO : Epoch 1749 | loss: 0.0311334 | val_loss: 0.0311816 | Time: 1553.67 ms
[2021-01-04 12:56:00 main:574] : INFO : Epoch 1750 | loss: 0.03113 | val_loss: 0.0311835 | Time: 1552.61 ms
[2021-01-04 12:56:02 main:574] : INFO : Epoch 1751 | loss: 0.0311304 | val_loss: 0.0311729 | Time: 1545.14 ms
[2021-01-04 12:56:03 main:574] : INFO : Epoch 1752 | loss: 0.0311331 | val_loss: 0.0311815 | Time: 1556.61 ms
[2021-01-04 12:56:05 main:574] : INFO : Epoch 1753 | loss: 0.0311315 | val_loss: 0.0311837 | Time: 1568.18 ms
[2021-01-04 12:56:07 main:574] : INFO : Epoch 1754 | loss: 0.0311322 | val_loss: 0.0311793 | Time: 1556.48 ms
[2021-01-04 12:56:08 main:574] : INFO : Epoch 1755 | loss: 0.0311304 | val_loss: 0.0311854 | Time: 1560.41 ms
[2021-01-04 12:56:10 main:574] : INFO : Epoch 1756 | loss: 0.0311328 | val_loss: 0.0311789 | Time: 1554.94 ms
[2021-01-04 12:56:11 main:574] : INFO : Epoch 1757 | loss: 0.0311492 | val_loss: 0.0311714 | Time: 1554.63 ms
[2021-01-04 12:56:13 main:574] : INFO : Epoch 1758 | loss: 0.0311424 | val_loss: 0.0311767 | Time: 1567.33 ms
[2021-01-04 12:56:14 main:574] : INFO : Epoch 1759 | loss: 0.0311396 | val_loss: 0.0311806 | Time: 1557.31 ms
[2021-01-04 12:56:16 main:574] : INFO : Epoch 1760 | loss: 0.0311376 | val_loss: 0.0311783 | Time: 1576.75 ms
[2021-01-04 12:56:18 main:574] : INFO : Epoch 1761 | loss: 0.0311337 | val_loss: 0.0311836 | Time: 1546.91 ms
[2021-01-04 12:56:19 main:574] : INFO : Epoch 1762 | loss: 0.0311348 | val_loss: 0.0311776 | Time: 1561.42 ms
[2021-01-04 12:56:21 main:574] : INFO : Epoch 1763 | loss: 0.0311323 | val_loss: 0.0311799 | Time: 1560.37 ms
[2021-01-04 12:56:22 main:574] : INFO : Epoch 1764 | loss: 0.0311305 | val_loss: 0.0311815 | Time: 1559.22 ms
[2021-01-04 12:56:24 main:574] : INFO : Epoch 1765 | loss: 0.0311277 | val_loss: 0.0311895 | Time: 1562.31 ms
[2021-01-04 12:56:25 main:574] : INFO : Epoch 1766 | loss: 0.0311351 | val_loss: 0.0311803 | Time: 1656.74 ms
[2021-01-04 12:56:27 main:574] : INFO : Epoch 1767 | loss: 0.0311527 | val_loss: 0.0311813 | Time: 1561.64 ms
[2021-01-04 12:56:29 main:574] : INFO : Epoch 1768 | loss: 0.031151 | val_loss: 0.0311796 | Time: 1534.11 ms
[2021-01-04 12:56:30 main:574] : INFO : Epoch 1769 | loss: 0.0311481 | val_loss: 0.0311814 | Time: 1526.16 ms
[2021-01-04 12:56:32 main:574] : INFO : Epoch 1770 | loss: 0.0311406 | val_loss: 0.0311763 | Time: 1547.05 ms
[2021-01-04 12:56:33 main:574] : INFO : Epoch 1771 | loss: 0.0311381 | val_loss: 0.0311789 | Time: 1526.9 ms
[2021-01-04 12:56:35 main:574] : INFO : Epoch 1772 | loss: 0.0311355 | val_loss: 0.0311785 | Time: 1522.57 ms
[2021-01-04 12:56:36 main:574] : INFO : Epoch 1773 | loss: 0.0311364 | val_loss: 0.031189 | Time: 1519.18 ms
[2021-01-04 12:56:38 main:574] : INFO : Epoch 1774 | loss: 0.0311382 | val_loss: 0.0311734 | Time: 1533.41 ms
[2021-01-04 12:56:39 main:574] : INFO : Epoch 1775 | loss: 0.0311318 | val_loss: 0.0311777 | Time: 1526.73 ms
[2021-01-04 12:56:41 main:574] : INFO : Epoch 1776 | loss: 0.0311325 | val_loss: 0.0311812 | Time: 1526.83 ms
[2021-01-04 12:56:42 main:574] : INFO : Epoch 1777 | loss: 0.031131 | val_loss: 0.0311822 | Time: 1525.91 ms
[2021-01-04 12:56:44 main:574] : INFO : Epoch 1778 | loss: 0.0311332 | val_loss: 0.0311804 | Time: 1522.41 ms
[2021-01-04 12:56:46 main:574] : INFO : Epoch 1779 | loss: 0.0311344 | val_loss: 0.0311803 | Time: 1521.9 ms
[2021-01-04 12:56:47 main:574] : INFO : Epoch 1780 | loss: 0.031134 | val_loss: 0.0311766 | Time: 1530.8 ms
[2021-01-04 12:56:49 main:574] : INFO : Epoch 1781 | loss: 0.0311578 | val_loss: 0.0311713 | Time: 1529.53 ms
[2021-01-04 12:56:50 main:574] : INFO : Epoch 1782 | loss: 0.0311564 | val_loss: 0.0311722 | Time: 1525.93 ms
[2021-01-04 12:56:52 main:574] : INFO : Epoch 1783 | loss: 0.0311506 | val_loss: 0.0311685 | Time: 1526.99 ms
[2021-01-04 12:56:53 main:574] : INFO : Epoch 1784 | loss: 0.0311472 | val_loss: 0.0311694 | Time: 1523.05 ms
[2021-01-04 12:56:55 main:574] : INFO : Epoch 1785 | loss: 0.0311425 | val_loss: 0.0311721 | Time: 1530.19 ms
[2021-01-04 12:56:56 main:574] : INFO : Epoch 1786 | loss: 0.0311402 | val_loss: 0.031178 | Time: 1521.59 ms
[2021-01-04 12:56:58 main:574] : INFO : Epoch 1787 | loss: 0.0311409 | val_loss: 0.0311745 | Time: 1525.52 ms
[2021-01-04 12:56:59 main:574] : INFO : Epoch 1788 | loss: 0.0311345 | val_loss: 0.0311713 | Time: 1527.03 ms
[2021-01-04 12:57:01 main:574] : INFO : Epoch 1789 | loss: 0.0311348 | val_loss: 0.0311751 | Time: 1537.35 ms
[2021-01-04 12:57:02 main:574] : INFO : Epoch 1790 | loss: 0.0311368 | val_loss: 0.0311823 | Time: 1525.5 ms
[2021-01-04 12:57:04 main:574] : INFO : Epoch 1791 | loss: 0.0311338 | val_loss: 0.0311774 | Time: 1523.47 ms
[2021-01-04 12:57:05 main:574] : INFO : Epoch 1792 | loss: 0.0311329 | val_loss: 0.0311809 | Time: 1529.83 ms
[2021-01-04 12:57:07 main:574] : INFO : Epoch 1793 | loss: 0.0311315 | val_loss: 0.031175 | Time: 1521.42 ms
[2021-01-04 12:57:08 main:574] : INFO : Epoch 1794 | loss: 0.0311297 | val_loss: 0.0311776 | Time: 1526.97 ms
[2021-01-04 12:57:10 main:574] : INFO : Epoch 1795 | loss: 0.0311308 | val_loss: 0.0311766 | Time: 1522.05 ms
[2021-01-04 12:57:12 main:574] : INFO : Epoch 1796 | loss: 0.0311315 | val_loss: 0.0311849 | Time: 1527.55 ms
[2021-01-04 12:57:13 main:574] : INFO : Epoch 1797 | loss: 0.0311308 | val_loss: 0.0311791 | Time: 1515.94 ms
[2021-01-04 12:57:15 main:574] : INFO : Epoch 1798 | loss: 0.0311291 | val_loss: 0.031181 | Time: 1521.31 ms
[2021-01-04 12:57:16 main:574] : INFO : Epoch 1799 | loss: 0.0311291 | val_loss: 0.0311802 | Time: 1525.46 ms
[2021-01-04 12:57:18 main:574] : INFO : Epoch 1800 | loss: 0.0311279 | val_loss: 0.0311781 | Time: 1516.91 ms
[2021-01-04 12:57:19 main:574] : INFO : Epoch 1801 | loss: 0.0311292 | val_loss: 0.0311795 | Time: 1514.79 ms
[2021-01-04 12:57:21 main:574] : INFO : Epoch 1802 | loss: 0.0311289 | val_loss: 0.0311859 | Time: 1530.35 ms
[2021-01-04 12:57:22 main:574] : INFO : Epoch 1803 | loss: 0.0311283 | val_loss: 0.0311795 | Time: 1518.98 ms
[2021-01-04 12:57:24 main:574] : INFO : Epoch 1804 | loss: 0.0311411 | val_loss: 0.0312035 | Time: 1528.51 ms
[2021-01-04 12:57:25 main:574] : INFO : Epoch 1805 | loss: 0.031189 | val_loss: 0.0311838 | Time: 1522.02 ms
[2021-01-04 12:57:27 main:574] : INFO : Epoch 1806 | loss: 0.0311858 | val_loss: 0.0311852 | Time: 1542.01 ms
[2021-01-04 12:57:28 main:574] : INFO : Epoch 1807 | loss: 0.0311832 | val_loss: 0.0311792 | Time: 1525.22 ms
[2021-01-04 12:57:30 main:574] : INFO : Epoch 1808 | loss: 0.0311788 | val_loss: 0.0311794 | Time: 1517.28 ms
[2021-01-04 12:57:31 main:574] : INFO : Epoch 1809 | loss: 0.0311797 | val_loss: 0.0311783 | Time: 1535.92 ms
[2021-01-04 12:57:33 main:574] : INFO : Epoch 1810 | loss: 0.0311758 | val_loss: 0.031178 | Time: 1527.87 ms
[2021-01-04 12:57:35 main:574] : INFO : Epoch 1811 | loss: 0.0311735 | val_loss: 0.0311749 | Time: 1526.45 ms
[2021-01-04 12:57:36 main:574] : INFO : Epoch 1812 | loss: 0.0311712 | val_loss: 0.0311737 | Time: 1522.87 ms
[2021-01-04 12:57:38 main:574] : INFO : Epoch 1813 | loss: 0.0311718 | val_loss: 0.0311804 | Time: 1527.24 ms
[2021-01-04 12:57:39 main:574] : INFO : Epoch 1814 | loss: 0.0311743 | val_loss: 0.0311769 | Time: 1519.65 ms
[2021-01-04 12:57:41 main:574] : INFO : Epoch 1815 | loss: 0.0311691 | val_loss: 0.0311742 | Time: 1535.05 ms
[2021-01-04 12:57:42 main:574] : INFO : Epoch 1816 | loss: 0.0311673 | val_loss: 0.0311768 | Time: 1520.13 ms
[2021-01-04 12:57:44 main:574] : INFO : Epoch 1817 | loss: 0.0311677 | val_loss: 0.0311745 | Time: 1519.76 ms
[2021-01-04 12:57:45 main:574] : INFO : Epoch 1818 | loss: 0.0311673 | val_loss: 0.031175 | Time: 1521.31 ms
[2021-01-04 12:57:47 main:574] : INFO : Epoch 1819 | loss: 0.0311643 | val_loss: 0.0311746 | Time: 1529.56 ms
[2021-01-04 12:57:48 main:574] : INFO : Epoch 1820 | loss: 0.0311631 | val_loss: 0.0311739 | Time: 1514.06 ms
[2021-01-04 12:57:50 main:574] : INFO : Epoch 1821 | loss: 0.0311633 | val_loss: 0.0311757 | Time: 1524.69 ms
[2021-01-04 12:57:51 main:574] : INFO : Epoch 1822 | loss: 0.0311641 | val_loss: 0.0311794 | Time: 1521.43 ms
[2021-01-04 12:57:53 main:574] : INFO : Epoch 1823 | loss: 0.0311629 | val_loss: 0.0311769 | Time: 1522.04 ms
[2021-01-04 12:57:54 main:574] : INFO : Epoch 1824 | loss: 0.0311622 | val_loss: 0.0311747 | Time: 1525.08 ms
[2021-01-04 12:57:56 main:574] : INFO : Epoch 1825 | loss: 0.031161 | val_loss: 0.0311768 | Time: 1525.04 ms
[2021-01-04 12:57:58 main:574] : INFO : Epoch 1826 | loss: 0.0311593 | val_loss: 0.0311746 | Time: 1523.04 ms
[2021-01-04 12:57:59 main:574] : INFO : Epoch 1827 | loss: 0.0311583 | val_loss: 0.0311754 | Time: 1684.91 ms
[2021-01-04 12:58:01 main:574] : INFO : Epoch 1828 | loss: 0.0311577 | val_loss: 0.0311775 | Time: 1530.11 ms
[2021-01-04 12:58:02 main:574] : INFO : Epoch 1829 | loss: 0.0311582 | val_loss: 0.0311772 | Time: 1520.24 ms
[2021-01-04 12:58:04 main:574] : INFO : Epoch 1830 | loss: 0.0311576 | val_loss: 0.0311772 | Time: 1525.29 ms
[2021-01-04 12:58:05 main:574] : INFO : Epoch 1831 | loss: 0.0311583 | val_loss: 0.0311774 | Time: 1528.47 ms
[2021-01-04 12:58:07 main:574] : INFO : Epoch 1832 | loss: 0.0311574 | val_loss: 0.0311751 | Time: 1522.95 ms
[2021-01-04 12:58:08 main:574] : INFO : Epoch 1833 | loss: 0.0311563 | val_loss: 0.0311804 | Time: 1523.19 ms
[2021-01-04 12:58:10 main:574] : INFO : Epoch 1834 | loss: 0.0311561 | val_loss: 0.0311821 | Time: 1521.7 ms
[2021-01-04 12:58:11 main:574] : INFO : Epoch 1835 | loss: 0.0311552 | val_loss: 0.0311824 | Time: 1530.3 ms
[2021-01-04 12:58:13 main:574] : INFO : Epoch 1836 | loss: 0.0311567 | val_loss: 0.0311767 | Time: 1515.92 ms
[2021-01-04 12:58:15 main:574] : INFO : Epoch 1837 | loss: 0.0311554 | val_loss: 0.0311786 | Time: 1527.25 ms
[2021-01-04 12:58:16 main:574] : INFO : Epoch 1838 | loss: 0.0311549 | val_loss: 0.0311784 | Time: 1521.78 ms
[2021-01-04 12:58:18 main:574] : INFO : Epoch 1839 | loss: 0.0311582 | val_loss: 0.0311782 | Time: 1523.54 ms
[2021-01-04 12:58:19 main:574] : INFO : Epoch 1840 | loss: 0.0311535 | val_loss: 0.0311799 | Time: 1540.25 ms
[2021-01-04 12:58:21 main:574] : INFO : Epoch 1841 | loss: 0.031157 | val_loss: 0.0311746 | Time: 1526.67 ms
[2021-01-04 12:58:22 main:574] : INFO : Epoch 1842 | loss: 0.031159 | val_loss: 0.0311723 | Time: 1520.61 ms
[2021-01-04 12:58:24 main:574] : INFO : Epoch 1843 | loss: 0.0311587 | val_loss: 0.0311724 | Time: 1530.62 ms
[2021-01-04 12:58:25 main:574] : INFO : Epoch 1844 | loss: 0.0311577 | val_loss: 0.0311709 | Time: 1528.93 ms
[2021-01-04 12:58:27 main:574] : INFO : Epoch 1845 | loss: 0.0311588 | val_loss: 0.0311763 | Time: 1523.77 ms
[2021-01-04 12:58:28 main:574] : INFO : Epoch 1846 | loss: 0.0311547 | val_loss: 0.0311715 | Time: 1526.2 ms
[2021-01-04 12:58:30 main:574] : INFO : Epoch 1847 | loss: 0.031153 | val_loss: 0.0311721 | Time: 1529.65 ms
[2021-01-04 12:58:31 main:574] : INFO : Epoch 1848 | loss: 0.0311522 | val_loss: 0.031173 | Time: 1516.77 ms
[2021-01-04 12:58:33 main:574] : INFO : Epoch 1849 | loss: 0.0311543 | val_loss: 0.0311694 | Time: 1537.44 ms
[2021-01-04 12:58:34 main:574] : INFO : Epoch 1850 | loss: 0.0311519 | val_loss: 0.0311773 | Time: 1545.01 ms
[2021-01-04 12:58:36 main:574] : INFO : Epoch 1851 | loss: 0.0311515 | val_loss: 0.0311702 | Time: 1515.14 ms
[2021-01-04 12:58:38 main:574] : INFO : Epoch 1852 | loss: 0.0311501 | val_loss: 0.0311758 | Time: 1524.92 ms
[2021-01-04 12:58:39 main:574] : INFO : Epoch 1853 | loss: 0.0311501 | val_loss: 0.031176 | Time: 1521.05 ms
[2021-01-04 12:58:41 main:574] : INFO : Epoch 1854 | loss: 0.0311497 | val_loss: 0.0311739 | Time: 1535.27 ms
[2021-01-04 12:58:42 main:574] : INFO : Epoch 1855 | loss: 0.0311498 | val_loss: 0.0311781 | Time: 1526.86 ms
[2021-01-04 12:58:44 main:574] : INFO : Epoch 1856 | loss: 0.0311496 | val_loss: 0.0311772 | Time: 1518.68 ms
[2021-01-04 12:58:45 main:574] : INFO : Epoch 1857 | loss: 0.0311465 | val_loss: 0.0311725 | Time: 1517.03 ms
[2021-01-04 12:58:47 main:574] : INFO : Epoch 1858 | loss: 0.0311478 | val_loss: 0.0311761 | Time: 1530.89 ms
[2021-01-04 12:58:48 main:574] : INFO : Epoch 1859 | loss: 0.031151 | val_loss: 0.0311733 | Time: 1518.72 ms
[2021-01-04 12:58:50 main:574] : INFO : Epoch 1860 | loss: 0.0311483 | val_loss: 0.0311775 | Time: 1535.48 ms
[2021-01-04 12:58:51 main:574] : INFO : Epoch 1861 | loss: 0.031163 | val_loss: 0.0311687 | Time: 1521.43 ms
[2021-01-04 12:58:53 main:574] : INFO : Epoch 1862 | loss: 0.0311622 | val_loss: 0.03117 | Time: 1519.72 ms
[2021-01-04 12:58:54 main:574] : INFO : Epoch 1863 | loss: 0.0311588 | val_loss: 0.0311714 | Time: 1536.59 ms
[2021-01-04 12:58:56 main:574] : INFO : Epoch 1864 | loss: 0.0311557 | val_loss: 0.0311696 | Time: 1520.71 ms
[2021-01-04 12:58:57 main:574] : INFO : Epoch 1865 | loss: 0.031153 | val_loss: 0.0311701 | Time: 1519.19 ms
[2021-01-04 12:58:59 main:574] : INFO : Epoch 1866 | loss: 0.0311524 | val_loss: 0.0311714 | Time: 1518.82 ms
[2021-01-04 12:59:01 main:574] : INFO : Epoch 1867 | loss: 0.0311507 | val_loss: 0.0311727 | Time: 1521.08 ms
[2021-01-04 12:59:02 main:574] : INFO : Epoch 1868 | loss: 0.0311499 | val_loss: 0.0311706 | Time: 1517.44 ms
[2021-01-04 12:59:04 main:574] : INFO : Epoch 1869 | loss: 0.0311491 | val_loss: 0.0311688 | Time: 1523.05 ms
[2021-01-04 12:59:05 main:574] : INFO : Epoch 1870 | loss: 0.0311492 | val_loss: 0.031173 | Time: 1531.29 ms
[2021-01-04 12:59:07 main:574] : INFO : Epoch 1871 | loss: 0.0311484 | val_loss: 0.0311693 | Time: 1526.09 ms
[2021-01-04 12:59:08 main:574] : INFO : Epoch 1872 | loss: 0.0311469 | val_loss: 0.0311776 | Time: 1526.89 ms
[2021-01-04 12:59:10 main:574] : INFO : Epoch 1873 | loss: 0.0311479 | val_loss: 0.0311741 | Time: 1523.55 ms
[2021-01-04 12:59:11 main:574] : INFO : Epoch 1874 | loss: 0.0311492 | val_loss: 0.0311746 | Time: 1542.98 ms
[2021-01-04 12:59:13 main:574] : INFO : Epoch 1875 | loss: 0.0311489 | val_loss: 0.0311692 | Time: 1530.68 ms
[2021-01-04 12:59:14 main:574] : INFO : Epoch 1876 | loss: 0.0311453 | val_loss: 0.0311723 | Time: 1538.58 ms
[2021-01-04 12:59:16 main:574] : INFO : Epoch 1877 | loss: 0.0311458 | val_loss: 0.0311752 | Time: 1512.88 ms
[2021-01-04 12:59:17 main:574] : INFO : Epoch 1878 | loss: 0.0311488 | val_loss: 0.0311739 | Time: 1531.92 ms
[2021-01-04 12:59:19 main:574] : INFO : Epoch 1879 | loss: 0.0311455 | val_loss: 0.0311702 | Time: 1523.22 ms
[2021-01-04 12:59:20 main:574] : INFO : Epoch 1880 | loss: 0.0311454 | val_loss: 0.03118 | Time: 1526.26 ms
[2021-01-04 12:59:22 main:574] : INFO : Epoch 1881 | loss: 0.0311443 | val_loss: 0.031176 | Time: 1523.6 ms
[2021-01-04 12:59:23 main:574] : INFO : Epoch 1882 | loss: 0.0311422 | val_loss: 0.0311789 | Time: 1516.33 ms
[2021-01-04 12:59:25 main:574] : INFO : Epoch 1883 | loss: 0.0311448 | val_loss: 0.031175 | Time: 1528.64 ms
[2021-01-04 12:59:27 main:574] : INFO : Epoch 1884 | loss: 0.0311424 | val_loss: 0.0311741 | Time: 1531.35 ms
[2021-01-04 12:59:28 main:574] : INFO : Epoch 1885 | loss: 0.031144 | val_loss: 0.0311771 | Time: 1517.71 ms
[2021-01-04 12:59:30 main:574] : INFO : Epoch 1886 | loss: 0.0311434 | val_loss: 0.0311877 | Time: 1538.3 ms
[2021-01-04 12:59:31 main:574] : INFO : Epoch 1887 | loss: 0.0311413 | val_loss: 0.03118 | Time: 1532.27 ms
[2021-01-04 12:59:33 main:574] : INFO : Epoch 1888 | loss: 0.0311452 | val_loss: 0.0311778 | Time: 1520.96 ms
[2021-01-04 12:59:34 main:574] : INFO : Epoch 1889 | loss: 0.0311462 | val_loss: 0.0311792 | Time: 1516.25 ms
[2021-01-04 12:59:36 main:574] : INFO : Epoch 1890 | loss: 0.0311435 | val_loss: 0.0311797 | Time: 1522.68 ms
[2021-01-04 12:59:37 main:574] : INFO : Epoch 1891 | loss: 0.0311447 | val_loss: 0.0311805 | Time: 1526.67 ms
[2021-01-04 12:59:39 main:574] : INFO : Epoch 1892 | loss: 0.0311446 | val_loss: 0.0311827 | Time: 1518.53 ms
[2021-01-04 12:59:40 main:574] : INFO : Epoch 1893 | loss: 0.0311426 | val_loss: 0.0311742 | Time: 1521.08 ms
[2021-01-04 12:59:42 main:574] : INFO : Epoch 1894 | loss: 0.0311433 | val_loss: 0.0311827 | Time: 1511.9 ms
[2021-01-04 12:59:43 main:574] : INFO : Epoch 1895 | loss: 0.0311413 | val_loss: 0.0311783 | Time: 1536.64 ms
[2021-01-04 12:59:45 main:574] : INFO : Epoch 1896 | loss: 0.0311414 | val_loss: 0.0311764 | Time: 1528.22 ms
[2021-01-04 12:59:46 main:574] : INFO : Epoch 1897 | loss: 0.0311426 | val_loss: 0.0311777 | Time: 1526.39 ms
[2021-01-04 12:59:48 main:574] : INFO : Epoch 1898 | loss: 0.0311474 | val_loss: 0.0311752 | Time: 1526.41 ms
[2021-01-04 12:59:50 main:574] : INFO : Epoch 1899 | loss: 0.031148 | val_loss: 0.0311841 | Time: 1537.12 ms
[2021-01-04 12:59:51 main:574] : INFO : Epoch 1900 | loss: 0.0311556 | val_loss: 0.0311914 | Time: 1521.38 ms
[2021-01-04 12:59:53 main:574] : INFO : Epoch 1901 | loss: 0.03118 | val_loss: 0.0311711 | Time: 1520.32 ms
[2021-01-04 12:59:54 main:574] : INFO : Epoch 1902 | loss: 0.0311672 | val_loss: 0.031171 | Time: 1526.44 ms
[2021-01-04 12:59:56 main:574] : INFO : Epoch 1903 | loss: 0.031164 | val_loss: 0.0311694 | Time: 1521.31 ms
[2021-01-04 12:59:57 main:574] : INFO : Epoch 1904 | loss: 0.031163 | val_loss: 0.0311759 | Time: 1529.46 ms
[2021-01-04 12:59:59 main:574] : INFO : Epoch 1905 | loss: 0.0311614 | val_loss: 0.0311735 | Time: 1525.33 ms
[2021-01-04 13:00:00 main:574] : INFO : Epoch 1906 | loss: 0.0311596 | val_loss: 0.0311792 | Time: 1525.26 ms
[2021-01-04 13:00:02 main:574] : INFO : Epoch 1907 | loss: 0.0311581 | val_loss: 0.0311724 | Time: 1516.17 ms
[2021-01-04 13:00:03 main:574] : INFO : Epoch 1908 | loss: 0.0311557 | val_loss: 0.0311727 | Time: 1532 ms
[2021-01-04 13:00:05 main:574] : INFO : Epoch 1909 | loss: 0.0311547 | val_loss: 0.031172 | Time: 1525.67 ms
[2021-01-04 13:00:06 main:574] : INFO : Epoch 1910 | loss: 0.0311539 | val_loss: 0.0311715 | Time: 1525.35 ms
[2021-01-04 13:00:08 main:574] : INFO : Epoch 1911 | loss: 0.0311525 | val_loss: 0.0311708 | Time: 1524.56 ms
[2021-01-04 13:00:09 main:574] : INFO : Epoch 1912 | loss: 0.0311508 | val_loss: 0.0311732 | Time: 1519.51 ms
[2021-01-04 13:00:11 main:574] : INFO : Epoch 1913 | loss: 0.0311518 | val_loss: 0.0311723 | Time: 1528.17 ms
[2021-01-04 13:00:13 main:574] : INFO : Epoch 1914 | loss: 0.0311498 | val_loss: 0.0311731 | Time: 1523.55 ms
[2021-01-04 13:00:14 main:574] : INFO : Epoch 1915 | loss: 0.0311539 | val_loss: 0.0311816 | Time: 1525.85 ms
[2021-01-04 13:00:16 main:574] : INFO : Epoch 1916 | loss: 0.0311508 | val_loss: 0.031173 | Time: 1517.07 ms
[2021-01-04 13:00:17 main:574] : INFO : Epoch 1917 | loss: 0.0311495 | val_loss: 0.0311729 | Time: 1522.16 ms
[2021-01-04 13:00:19 main:574] : INFO : Epoch 1918 | loss: 0.0311472 | val_loss: 0.0311755 | Time: 1534.87 ms
[2021-01-04 13:00:20 main:574] : INFO : Epoch 1919 | loss: 0.031148 | val_loss: 0.031178 | Time: 1530.85 ms
[2021-01-04 13:00:22 main:574] : INFO : Epoch 1920 | loss: 0.0311477 | val_loss: 0.0311692 | Time: 1518.41 ms
[2021-01-04 13:00:23 main:574] : INFO : Epoch 1921 | loss: 0.0311473 | val_loss: 0.031175 | Time: 1516.08 ms
[2021-01-04 13:00:25 main:574] : INFO : Epoch 1922 | loss: 0.0311478 | val_loss: 0.0311764 | Time: 1522.78 ms
[2021-01-04 13:00:26 main:574] : INFO : Epoch 1923 | loss: 0.0311487 | val_loss: 0.0311738 | Time: 1523.44 ms
[2021-01-04 13:00:28 main:574] : INFO : Epoch 1924 | loss: 0.0311512 | val_loss: 0.0311732 | Time: 1523.39 ms
[2021-01-04 13:00:29 main:574] : INFO : Epoch 1925 | loss: 0.0311474 | val_loss: 0.0311724 | Time: 1532.06 ms
[2021-01-04 13:00:31 main:574] : INFO : Epoch 1926 | loss: 0.0311441 | val_loss: 0.0311713 | Time: 1522.81 ms
[2021-01-04 13:00:32 main:574] : INFO : Epoch 1927 | loss: 0.0311451 | val_loss: 0.0311777 | Time: 1523.55 ms
[2021-01-04 13:00:34 main:574] : INFO : Epoch 1928 | loss: 0.031146 | val_loss: 0.0311722 | Time: 1529.55 ms
[2021-01-04 13:00:36 main:574] : INFO : Epoch 1929 | loss: 0.0311426 | val_loss: 0.0311723 | Time: 1532.26 ms
[2021-01-04 13:00:37 main:574] : INFO : Epoch 1930 | loss: 0.0311427 | val_loss: 0.0311728 | Time: 1522.2 ms
[2021-01-04 13:00:39 main:574] : INFO : Epoch 1931 | loss: 0.0311423 | val_loss: 0.0311731 | Time: 1528.62 ms
[2021-01-04 13:00:40 main:574] : INFO : Epoch 1932 | loss: 0.0311436 | val_loss: 0.0311725 | Time: 1523.92 ms
[2021-01-04 13:00:42 main:574] : INFO : Epoch 1933 | loss: 0.0311419 | val_loss: 0.0311754 | Time: 1529.91 ms
[2021-01-04 13:00:43 main:574] : INFO : Epoch 1934 | loss: 0.0311398 | val_loss: 0.0311719 | Time: 1520.51 ms
[2021-01-04 13:00:45 main:574] : INFO : Epoch 1935 | loss: 0.0311406 | val_loss: 0.0311775 | Time: 1520.67 ms
[2021-01-04 13:00:46 main:574] : INFO : Epoch 1936 | loss: 0.0311448 | val_loss: 0.0311784 | Time: 1522.51 ms
[2021-01-04 13:00:48 main:574] : INFO : Epoch 1937 | loss: 0.0311441 | val_loss: 0.0311782 | Time: 1531.13 ms
[2021-01-04 13:00:49 main:574] : INFO : Epoch 1938 | loss: 0.0311408 | val_loss: 0.031172 | Time: 1528.57 ms
[2021-01-04 13:00:51 main:574] : INFO : Epoch 1939 | loss: 0.0311402 | val_loss: 0.031172 | Time: 1522.42 ms
[2021-01-04 13:00:52 main:574] : INFO : Epoch 1940 | loss: 0.0311415 | val_loss: 0.0311752 | Time: 1529.68 ms
[2021-01-04 13:00:54 main:574] : INFO : Epoch 1941 | loss: 0.0311464 | val_loss: 0.0311694 | Time: 1522.52 ms
[2021-01-04 13:00:55 main:574] : INFO : Epoch 1942 | loss: 0.0311478 | val_loss: 0.0311718 | Time: 1526.03 ms
[2021-01-04 13:00:57 main:574] : INFO : Epoch 1943 | loss: 0.0311456 | val_loss: 0.0311736 | Time: 1515.74 ms
[2021-01-04 13:00:58 main:574] : INFO : Epoch 1944 | loss: 0.0311422 | val_loss: 0.0311764 | Time: 1516.81 ms
[2021-01-04 13:01:00 main:574] : INFO : Epoch 1945 | loss: 0.0311434 | val_loss: 0.0311733 | Time: 1527.63 ms
[2021-01-04 13:01:02 main:574] : INFO : Epoch 1946 | loss: 0.0311396 | val_loss: 0.0311796 | Time: 1516.25 ms
[2021-01-04 13:01:03 main:574] : INFO : Epoch 1947 | loss: 0.0311391 | val_loss: 0.0311756 | Time: 1526.66 ms
[2021-01-04 13:01:05 main:574] : INFO : Epoch 1948 | loss: 0.03114 | val_loss: 0.0311769 | Time: 1532.37 ms
[2021-01-04 13:01:06 main:574] : INFO : Epoch 1949 | loss: 0.0311395 | val_loss: 0.0311746 | Time: 1528.83 ms
[2021-01-04 13:01:08 main:574] : INFO : Epoch 1950 | loss: 0.0311382 | val_loss: 0.0311807 | Time: 1522.03 ms
[2021-01-04 13:01:09 main:574] : INFO : Epoch 1951 | loss: 0.0311393 | val_loss: 0.0311732 | Time: 1524.8 ms
[2021-01-04 13:01:11 main:574] : INFO : Epoch 1952 | loss: 0.0311396 | val_loss: 0.0311775 | Time: 1515.56 ms
[2021-01-04 13:01:12 main:574] : INFO : Epoch 1953 | loss: 0.0311406 | val_loss: 0.0311758 | Time: 1534.05 ms
[2021-01-04 13:01:14 main:574] : INFO : Epoch 1954 | loss: 0.0311394 | val_loss: 0.0311755 | Time: 1523.13 ms
[2021-01-04 13:01:15 main:574] : INFO : Epoch 1955 | loss: 0.0311555 | val_loss: 0.0312123 | Time: 1522.98 ms
[2021-01-04 13:01:17 main:574] : INFO : Epoch 1956 | loss: 0.0312248 | val_loss: 0.0312615 | Time: 1518.61 ms
[2021-01-04 13:01:18 main:574] : INFO : Epoch 1957 | loss: 0.0312227 | val_loss: 0.0312079 | Time: 1529.05 ms
[2021-01-04 13:01:20 main:574] : INFO : Epoch 1958 | loss: 0.0311912 | val_loss: 0.0311876 | Time: 1531.49 ms
[2021-01-04 13:01:21 main:574] : INFO : Epoch 1959 | loss: 0.0311785 | val_loss: 0.0311796 | Time: 1528.08 ms
[2021-01-04 13:01:23 main:574] : INFO : Epoch 1960 | loss: 0.031173 | val_loss: 0.0311766 | Time: 1520.88 ms
[2021-01-04 13:01:25 main:574] : INFO : Epoch 1961 | loss: 0.031169 | val_loss: 0.0311733 | Time: 1526.22 ms
[2021-01-04 13:01:26 main:574] : INFO : Epoch 1962 | loss: 0.0311696 | val_loss: 0.0311736 | Time: 1523.02 ms
[2021-01-04 13:01:28 main:574] : INFO : Epoch 1963 | loss: 0.0311671 | val_loss: 0.0311747 | Time: 1520.71 ms
[2021-01-04 13:01:29 main:574] : INFO : Epoch 1964 | loss: 0.0311698 | val_loss: 0.0311707 | Time: 1532.45 ms
[2021-01-04 13:01:31 main:574] : INFO : Epoch 1965 | loss: 0.0311658 | val_loss: 0.0311709 | Time: 1525.79 ms
[2021-01-04 13:01:32 main:574] : INFO : Epoch 1966 | loss: 0.0311637 | val_loss: 0.03117 | Time: 1515.62 ms
[2021-01-04 13:01:34 main:574] : INFO : Epoch 1967 | loss: 0.0311624 | val_loss: 0.0311694 | Time: 1521.55 ms
[2021-01-04 13:01:35 main:574] : INFO : Epoch 1968 | loss: 0.0311622 | val_loss: 0.0311696 | Time: 1532.22 ms
[2021-01-04 13:01:37 main:574] : INFO : Epoch 1969 | loss: 0.0311597 | val_loss: 0.0311681 | Time: 1528.15 ms
[2021-01-04 13:01:38 main:574] : INFO : Epoch 1970 | loss: 0.0311624 | val_loss: 0.031169 | Time: 1518.52 ms
[2021-01-04 13:01:40 main:574] : INFO : Epoch 1971 | loss: 0.031165 | val_loss: 0.0311712 | Time: 1523.49 ms
[2021-01-04 13:01:41 main:574] : INFO : Epoch 1972 | loss: 0.0311655 | val_loss: 0.0311693 | Time: 1522.55 ms
[2021-01-04 13:01:43 main:574] : INFO : Epoch 1973 | loss: 0.0311596 | val_loss: 0.0311703 | Time: 1532.93 ms
[2021-01-04 13:01:44 main:574] : INFO : Epoch 1974 | loss: 0.0311573 | val_loss: 0.0311693 | Time: 1517.13 ms
[2021-01-04 13:01:46 main:574] : INFO : Epoch 1975 | loss: 0.0311561 | val_loss: 0.0311677 | Time: 1521.17 ms
[2021-01-04 13:01:47 main:574] : INFO : Epoch 1976 | loss: 0.0311552 | val_loss: 0.0311675 | Time: 1523.13 ms
[2021-01-04 13:01:49 main:574] : INFO : Epoch 1977 | loss: 0.0311534 | val_loss: 0.0311669 | Time: 1509.22 ms
[2021-01-04 13:01:51 main:574] : INFO : Epoch 1978 | loss: 0.031153 | val_loss: 0.0311689 | Time: 1521.71 ms
[2021-01-04 13:01:52 main:574] : INFO : Epoch 1979 | loss: 0.0311537 | val_loss: 0.0311687 | Time: 1523.1 ms
[2021-01-04 13:01:54 main:574] : INFO : Epoch 1980 | loss: 0.0311543 | val_loss: 0.0311694 | Time: 1519.9 ms
[2021-01-04 13:01:55 main:574] : INFO : Epoch 1981 | loss: 0.0311554 | val_loss: 0.0311756 | Time: 1518.8 ms
[2021-01-04 13:01:57 main:574] : INFO : Epoch 1982 | loss: 0.0311541 | val_loss: 0.0311685 | Time: 1518.71 ms
[2021-01-04 13:01:58 main:574] : INFO : Epoch 1983 | loss: 0.0311522 | val_loss: 0.0311688 | Time: 1530.67 ms
[2021-01-04 13:02:00 main:574] : INFO : Epoch 1984 | loss: 0.0311549 | val_loss: 0.0311666 | Time: 1518.15 ms
[2021-01-04 13:02:01 main:574] : INFO : Epoch 1985 | loss: 0.0311507 | val_loss: 0.0311692 | Time: 1514.91 ms
[2021-01-04 13:02:03 main:574] : INFO : Epoch 1986 | loss: 0.0311523 | val_loss: 0.0311694 | Time: 1523.25 ms
[2021-01-04 13:02:04 main:574] : INFO : Epoch 1987 | loss: 0.0311535 | val_loss: 0.031175 | Time: 1522.98 ms
[2021-01-04 13:02:06 main:574] : INFO : Epoch 1988 | loss: 0.0311526 | val_loss: 0.0311678 | Time: 1539.71 ms
[2021-01-04 13:02:07 main:574] : INFO : Epoch 1989 | loss: 0.0311505 | val_loss: 0.0311649 | Time: 1515.04 ms
[2021-01-04 13:02:09 main:574] : INFO : Epoch 1990 | loss: 0.0311489 | val_loss: 0.0311658 | Time: 1520.4 ms
[2021-01-04 13:02:10 main:574] : INFO : Epoch 1991 | loss: 0.0311481 | val_loss: 0.0311696 | Time: 1514.23 ms
[2021-01-04 13:02:12 main:574] : INFO : Epoch 1992 | loss: 0.0311484 | val_loss: 0.0311691 | Time: 1523.19 ms
[2021-01-04 13:02:14 main:574] : INFO : Epoch 1993 | loss: 0.0311456 | val_loss: 0.0311662 | Time: 1509.46 ms
[2021-01-04 13:02:15 main:574] : INFO : Epoch 1994 | loss: 0.0311461 | val_loss: 0.0311764 | Time: 1513.93 ms
[2021-01-04 13:02:17 main:574] : INFO : Epoch 1995 | loss: 0.0311464 | val_loss: 0.0311688 | Time: 1518.87 ms
[2021-01-04 13:02:18 main:574] : INFO : Epoch 1996 | loss: 0.0311464 | val_loss: 0.0311685 | Time: 1512.39 ms
[2021-01-04 13:02:20 main:574] : INFO : Epoch 1997 | loss: 0.0311456 | val_loss: 0.0311664 | Time: 1515.61 ms
[2021-01-04 13:02:21 main:574] : INFO : Epoch 1998 | loss: 0.0311453 | val_loss: 0.0311707 | Time: 1532.2 ms
[2021-01-04 13:02:23 main:574] : INFO : Epoch 1999 | loss: 0.0311436 | val_loss: 0.031171 | Time: 1510.6 ms
[2021-01-04 13:02:24 main:574] : INFO : Epoch 2000 | loss: 0.0311437 | val_loss: 0.0311662 | Time: 1520.44 ms
[2021-01-04 13:02:26 main:574] : INFO : Epoch 2001 | loss: 0.0311437 | val_loss: 0.0311703 | Time: 1511.05 ms
[2021-01-04 13:02:27 main:574] : INFO : Epoch 2002 | loss: 0.0311455 | val_loss: 0.0311671 | Time: 1510.16 ms
[2021-01-04 13:02:29 main:574] : INFO : Epoch 2003 | loss: 0.0311428 | val_loss: 0.0311698 | Time: 1514.68 ms
[2021-01-04 13:02:30 main:574] : INFO : Epoch 2004 | loss: 0.0311439 | val_loss: 0.0311686 | Time: 1510.55 ms
[2021-01-04 13:02:32 main:574] : INFO : Epoch 2005 | loss: 0.0311431 | val_loss: 0.0311684 | Time: 1513.84 ms
[2021-01-04 13:02:33 main:574] : INFO : Epoch 2006 | loss: 0.0311421 | val_loss: 0.0311684 | Time: 1525.28 ms
[2021-01-04 13:02:35 main:574] : INFO : Epoch 2007 | loss: 0.0311414 | val_loss: 0.0311678 | Time: 1516.77 ms
[2021-01-04 13:02:36 main:574] : INFO : Epoch 2008 | loss: 0.0311413 | val_loss: 0.0311724 | Time: 1518.01 ms
[2021-01-04 13:02:38 main:574] : INFO : Epoch 2009 | loss: 0.0311412 | val_loss: 0.0311694 | Time: 1524.75 ms
[2021-01-04 13:02:39 main:574] : INFO : Epoch 2010 | loss: 0.0311438 | val_loss: 0.0311681 | Time: 1531.99 ms
[2021-01-04 13:02:41 main:574] : INFO : Epoch 2011 | loss: 0.0311467 | val_loss: 0.0311688 | Time: 1512.93 ms
[2021-01-04 13:02:43 main:574] : INFO : Epoch 2012 | loss: 0.0311453 | val_loss: 0.0311658 | Time: 1517.77 ms
[2021-01-04 13:02:44 main:574] : INFO : Epoch 2013 | loss: 0.0311434 | val_loss: 0.0311703 | Time: 1510.14 ms
[2021-01-04 13:02:46 main:574] : INFO : Epoch 2014 | loss: 0.0311452 | val_loss: 0.0311723 | Time: 1518.91 ms
[2021-01-04 13:02:47 main:574] : INFO : Epoch 2015 | loss: 0.0311475 | val_loss: 0.0311708 | Time: 1520.97 ms
[2021-01-04 13:02:49 main:574] : INFO : Epoch 2016 | loss: 0.0311446 | val_loss: 0.0311701 | Time: 1524.49 ms
[2021-01-04 13:02:50 main:574] : INFO : Epoch 2017 | loss: 0.0311447 | val_loss: 0.0311718 | Time: 1519.5 ms
[2021-01-04 13:02:52 main:574] : INFO : Epoch 2018 | loss: 0.0311432 | val_loss: 0.0311702 | Time: 1508.93 ms
[2021-01-04 13:02:53 main:574] : INFO : Epoch 2019 | loss: 0.0311441 | val_loss: 0.03117 | Time: 1522.89 ms
[2021-01-04 13:02:55 main:574] : INFO : Epoch 2020 | loss: 0.031141 | val_loss: 0.0311666 | Time: 1521.33 ms
[2021-01-04 13:02:56 main:574] : INFO : Epoch 2021 | loss: 0.0311452 | val_loss: 0.0311706 | Time: 1505.93 ms
[2021-01-04 13:02:58 main:574] : INFO : Epoch 2022 | loss: 0.0311445 | val_loss: 0.0311686 | Time: 1515.42 ms
[2021-01-04 13:02:59 main:574] : INFO : Epoch 2023 | loss: 0.0311466 | val_loss: 0.0311662 | Time: 1524 ms
[2021-01-04 13:03:01 main:574] : INFO : Epoch 2024 | loss: 0.0311483 | val_loss: 0.0311668 | Time: 1513 ms
[2021-01-04 13:03:02 main:574] : INFO : Epoch 2025 | loss: 0.0311454 | val_loss: 0.0311695 | Time: 1512.65 ms
[2021-01-04 13:03:04 main:574] : INFO : Epoch 2026 | loss: 0.0311453 | val_loss: 0.0311687 | Time: 1526.37 ms
[2021-01-04 13:03:05 main:574] : INFO : Epoch 2027 | loss: 0.0311459 | val_loss: 0.0311712 | Time: 1502.92 ms
[2021-01-04 13:03:07 main:574] : INFO : Epoch 2028 | loss: 0.0311528 | val_loss: 0.0311706 | Time: 1506.19 ms
[2021-01-04 13:03:08 main:574] : INFO : Epoch 2029 | loss: 0.0311566 | val_loss: 0.0311704 | Time: 1502.15 ms
[2021-01-04 13:03:10 main:574] : INFO : Epoch 2030 | loss: 0.0311515 | val_loss: 0.0311684 | Time: 1515.62 ms
[2021-01-04 13:03:11 main:574] : INFO : Epoch 2031 | loss: 0.0311495 | val_loss: 0.0311682 | Time: 1523.78 ms
[2021-01-04 13:03:13 main:574] : INFO : Epoch 2032 | loss: 0.0311477 | val_loss: 0.0311709 | Time: 1518.62 ms
[2021-01-04 13:03:15 main:574] : INFO : Epoch 2033 | loss: 0.0311467 | val_loss: 0.0311699 | Time: 1511.79 ms
[2021-01-04 13:03:16 main:574] : INFO : Epoch 2034 | loss: 0.0311477 | val_loss: 0.0311695 | Time: 1525.78 ms
[2021-01-04 13:03:18 main:574] : INFO : Epoch 2035 | loss: 0.0311469 | val_loss: 0.0311666 | Time: 1521.57 ms
[2021-01-04 13:03:19 main:574] : INFO : Epoch 2036 | loss: 0.031144 | val_loss: 0.0311681 | Time: 1519.56 ms
[2021-01-04 13:03:21 main:574] : INFO : Epoch 2037 | loss: 0.0311428 | val_loss: 0.0311714 | Time: 1525.79 ms
[2021-01-04 13:03:22 main:574] : INFO : Epoch 2038 | loss: 0.0311429 | val_loss: 0.0311692 | Time: 1509.99 ms
[2021-01-04 13:03:24 main:574] : INFO : Epoch 2039 | loss: 0.0311471 | val_loss: 0.0311718 | Time: 1510.19 ms
[2021-01-04 13:03:25 main:574] : INFO : Epoch 2040 | loss: 0.0311427 | val_loss: 0.0311668 | Time: 1512.33 ms
[2021-01-04 13:03:27 main:574] : INFO : Epoch 2041 | loss: 0.0311418 | val_loss: 0.0311685 | Time: 1511.55 ms
[2021-01-04 13:03:28 main:574] : INFO : Epoch 2042 | loss: 0.0311394 | val_loss: 0.0311699 | Time: 1513.37 ms
[2021-01-04 13:03:30 main:574] : INFO : Epoch 2043 | loss: 0.0311415 | val_loss: 0.0311687 | Time: 1511.72 ms
[2021-01-04 13:03:31 main:574] : INFO : Epoch 2044 | loss: 0.0311397 | val_loss: 0.0311708 | Time: 1516.58 ms
[2021-01-04 13:03:33 main:574] : INFO : Epoch 2045 | loss: 0.0311421 | val_loss: 0.0311733 | Time: 1512.24 ms
[2021-01-04 13:03:34 main:574] : INFO : Epoch 2046 | loss: 0.0311406 | val_loss: 0.0311678 | Time: 1508.99 ms
[2021-01-04 13:03:36 main:574] : INFO : Epoch 2047 | loss: 0.0311387 | val_loss: 0.0311709 | Time: 1508.45 ms
[2021-01-04 13:03:37 main:574] : INFO : Epoch 2048 | loss: 0.0311399 | val_loss: 0.0311695 | Time: 1506.25 ms
[2021-01-04 13:03:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311695
[2021-01-04 13:03:37 main:603] : INFO : Saving end state to config to file
[2021-01-04 13:03:37 main:608] : INFO : Success, exiting..
13:03:37 (5336): 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)