Task 14152926
| Name | ParityModified-1647043475-24314-1-0_1 |
| Workunit | 10609365 |
| Created | 31 Mar 2022, 18:17:35 UTC |
| Sent | 31 Mar 2022, 18:34:51 UTC |
| Report deadline | 8 Apr 2022, 18:34:51 UTC |
| Received | 31 Mar 2022, 21:17:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18789 |
| Run time | 1 hours 31 min 29 sec |
| CPU time | 1 hours 30 min 57 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,249.19 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.81 GB |
| Peak swap size | 4.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311306 | val_loss: 0.0311663 | Time: 1475.38 ms
[2022-03-31 15:03:19 main:574] : INFO : Epoch 1543 | loss: 0.0311344 | val_loss: 0.031169 | Time: 1558.98 ms
[2022-03-31 15:03:21 main:574] : INFO : Epoch 1544 | loss: 0.0311315 | val_loss: 0.0311694 | Time: 1536.78 ms
[2022-03-31 15:03:23 main:574] : INFO : Epoch 1545 | loss: 0.0311458 | val_loss: 0.0311776 | Time: 1569.91 ms
[2022-03-31 15:03:24 main:574] : INFO : Epoch 1546 | loss: 0.0311655 | val_loss: 0.0311775 | Time: 1619.9 ms
[2022-03-31 15:03:26 main:574] : INFO : Epoch 1547 | loss: 0.0311622 | val_loss: 0.0311664 | Time: 1548.09 ms
[2022-03-31 15:03:27 main:574] : INFO : Epoch 1548 | loss: 0.0311539 | val_loss: 0.0311716 | Time: 1163.97 ms
[2022-03-31 15:03:28 main:574] : INFO : Epoch 1549 | loss: 0.0311522 | val_loss: 0.0311682 | Time: 1534.73 ms
[2022-03-31 15:03:30 main:574] : INFO : Epoch 1550 | loss: 0.0311577 | val_loss: 0.031177 | Time: 1550.73 ms
[2022-03-31 15:03:31 main:574] : INFO : Epoch 1551 | loss: 0.031173 | val_loss: 0.0311751 | Time: 1564.85 ms
[2022-03-31 15:03:33 main:574] : INFO : Epoch 1552 | loss: 0.0311678 | val_loss: 0.031172 | Time: 1553.21 ms
[2022-03-31 15:03:35 main:574] : INFO : Epoch 1553 | loss: 0.0311624 | val_loss: 0.0311731 | Time: 1572.48 ms
[2022-03-31 15:03:36 main:574] : INFO : Epoch 1554 | loss: 0.0311588 | val_loss: 0.0311758 | Time: 1437.29 ms
[2022-03-31 15:03:37 main:574] : INFO : Epoch 1555 | loss: 0.0311633 | val_loss: 0.0311797 | Time: 1287.84 ms
[2022-03-31 15:03:39 main:574] : INFO : Epoch 1556 | loss: 0.0311633 | val_loss: 0.0311725 | Time: 1604.43 ms
[2022-03-31 15:03:41 main:574] : INFO : Epoch 1557 | loss: 0.031173 | val_loss: 0.0311797 | Time: 1567.7 ms
[2022-03-31 15:03:42 main:574] : INFO : Epoch 1558 | loss: 0.0311736 | val_loss: 0.0311771 | Time: 1571.04 ms
[2022-03-31 15:03:44 main:574] : INFO : Epoch 1559 | loss: 0.0311685 | val_loss: 0.0311702 | Time: 1545.55 ms
[2022-03-31 15:03:45 main:574] : INFO : Epoch 1560 | loss: 0.0311666 | val_loss: 0.0311768 | Time: 1547.91 ms
[2022-03-31 15:03:46 main:574] : INFO : Epoch 1561 | loss: 0.0311686 | val_loss: 0.0311775 | Time: 1202.24 ms
[2022-03-31 15:03:48 main:574] : INFO : Epoch 1562 | loss: 0.0311683 | val_loss: 0.0311728 | Time: 1478.67 ms
[2022-03-31 15:03:49 main:574] : INFO : Epoch 1563 | loss: 0.031168 | val_loss: 0.0311695 | Time: 1605.82 ms
[2022-03-31 15:03:51 main:574] : INFO : Epoch 1564 | loss: 0.0311675 | val_loss: 0.0311707 | Time: 1572.54 ms
[2022-03-31 15:03:53 main:574] : INFO : Epoch 1565 | loss: 0.0311685 | val_loss: 0.0311712 | Time: 1574.96 ms
[2022-03-31 15:03:54 main:574] : INFO : Epoch 1566 | loss: 0.031168 | val_loss: 0.0311749 | Time: 1556.61 ms
[2022-03-31 15:03:56 main:574] : INFO : Epoch 1567 | loss: 0.0311638 | val_loss: 0.0311661 | Time: 1536.88 ms
[2022-03-31 15:03:57 main:574] : INFO : Epoch 1568 | loss: 0.0311679 | val_loss: 0.0311726 | Time: 1172.26 ms
[2022-03-31 15:03:59 main:574] : INFO : Epoch 1569 | loss: 0.0311733 | val_loss: 0.0311736 | Time: 1578.5 ms
[2022-03-31 15:04:00 main:574] : INFO : Epoch 1570 | loss: 0.0311675 | val_loss: 0.0311693 | Time: 1583.29 ms
[2022-03-31 15:04:02 main:574] : INFO : Epoch 1571 | loss: 0.0311654 | val_loss: 0.0311698 | Time: 1571.06 ms
[2022-03-31 15:04:03 main:574] : INFO : Epoch 1572 | loss: 0.0311644 | val_loss: 0.0311678 | Time: 1599.63 ms
[2022-03-31 15:04:05 main:574] : INFO : Epoch 1573 | loss: 0.0311648 | val_loss: 0.0311669 | Time: 1564.06 ms
[2022-03-31 15:04:06 main:574] : INFO : Epoch 1574 | loss: 0.0311645 | val_loss: 0.0311723 | Time: 1351.89 ms
[2022-03-31 15:04:08 main:574] : INFO : Epoch 1575 | loss: 0.0311637 | val_loss: 0.0311669 | Time: 1372.2 ms
[2022-03-31 15:04:09 main:574] : INFO : Epoch 1576 | loss: 0.0311639 | val_loss: 0.0311763 | Time: 1561.59 ms
[2022-03-31 15:04:11 main:574] : INFO : Epoch 1577 | loss: 0.0311611 | val_loss: 0.0311688 | Time: 1568.05 ms
[2022-03-31 15:04:12 main:574] : INFO : Epoch 1578 | loss: 0.0311589 | val_loss: 0.0311664 | Time: 1544.77 ms
[2022-03-31 15:04:14 main:574] : INFO : Epoch 1579 | loss: 0.0311587 | val_loss: 0.031167 | Time: 1557.4 ms
[2022-03-31 15:04:15 main:574] : INFO : Epoch 1580 | loss: 0.0311585 | val_loss: 0.0311657 | Time: 1584.69 ms
[2022-03-31 15:04:17 main:574] : INFO : Epoch 1581 | loss: 0.0311601 | val_loss: 0.031174 | Time: 1161.59 ms
[2022-03-31 15:04:18 main:574] : INFO : Epoch 1582 | loss: 0.0311624 | val_loss: 0.0311666 | Time: 1539.83 ms
[2022-03-31 15:04:20 main:574] : INFO : Epoch 1583 | loss: 0.0311648 | val_loss: 0.0311694 | Time: 1568.27 ms
[2022-03-31 15:04:21 main:574] : INFO : Epoch 1584 | loss: 0.0311621 | val_loss: 0.0311666 | Time: 1551.65 ms
[2022-03-31 15:04:23 main:574] : INFO : Epoch 1585 | loss: 0.0311727 | val_loss: 0.0311836 | Time: 1538.03 ms
[2022-03-31 15:04:24 main:574] : INFO : Epoch 1586 | loss: 0.0311783 | val_loss: 0.0311785 | Time: 1570.22 ms
[2022-03-31 15:04:26 main:574] : INFO : Epoch 1587 | loss: 0.0311724 | val_loss: 0.0311741 | Time: 1521.76 ms
[2022-03-31 15:04:27 main:574] : INFO : Epoch 1588 | loss: 0.0311681 | val_loss: 0.0311723 | Time: 1161.67 ms
[2022-03-31 15:04:29 main:574] : INFO : Epoch 1589 | loss: 0.0311673 | val_loss: 0.0311709 | Time: 1555.31 ms
[2022-03-31 15:04:30 main:574] : INFO : Epoch 1590 | loss: 0.0311692 | val_loss: 0.0311719 | Time: 1550.51 ms
[2022-03-31 15:04:32 main:574] : INFO : Epoch 1591 | loss: 0.0311658 | val_loss: 0.0311816 | Time: 1554.94 ms
[2022-03-31 15:04:33 main:574] : INFO : Epoch 1592 | loss: 0.0311684 | val_loss: 0.0311724 | Time: 1594.29 ms
[2022-03-31 15:04:35 main:574] : INFO : Epoch 1593 | loss: 0.0311661 | val_loss: 0.0311676 | Time: 1566.49 ms
[2022-03-31 15:04:36 main:574] : INFO : Epoch 1594 | loss: 0.0311616 | val_loss: 0.0311675 | Time: 1416.33 ms
[2022-03-31 15:04:38 main:574] : INFO : Epoch 1595 | loss: 0.0311598 | val_loss: 0.0311709 | Time: 1366.37 ms
[2022-03-31 15:04:39 main:574] : INFO : Epoch 1596 | loss: 0.0311592 | val_loss: 0.0311686 | Time: 1575.52 ms
[2022-03-31 15:04:41 main:574] : INFO : Epoch 1597 | loss: 0.0311598 | val_loss: 0.0311718 | Time: 1564.53 ms
[2022-03-31 15:04:42 main:574] : INFO : Epoch 1598 | loss: 0.0311625 | val_loss: 0.0311728 | Time: 1564.98 ms
[2022-03-31 15:04:44 main:574] : INFO : Epoch 1599 | loss: 0.0311609 | val_loss: 0.0311686 | Time: 1576.54 ms
[2022-03-31 15:04:45 main:574] : INFO : Epoch 1600 | loss: 0.0311582 | val_loss: 0.0311681 | Time: 1571.82 ms
[2022-03-31 15:04:47 main:574] : INFO : Epoch 1601 | loss: 0.0311582 | val_loss: 0.0311704 | Time: 1193.13 ms
[2022-03-31 15:04:48 main:574] : INFO : Epoch 1602 | loss: 0.0311602 | val_loss: 0.0311775 | Time: 1578.07 ms
[2022-03-31 15:04:50 main:574] : INFO : Epoch 1603 | loss: 0.0311613 | val_loss: 0.0311699 | Time: 1642.64 ms
[2022-03-31 15:04:51 main:574] : INFO : Epoch 1604 | loss: 0.031157 | val_loss: 0.0311701 | Time: 1572.11 ms
[2022-03-31 15:04:53 main:574] : INFO : Epoch 1605 | loss: 0.031155 | val_loss: 0.0311681 | Time: 1554.46 ms
[2022-03-31 15:04:55 main:574] : INFO : Epoch 1606 | loss: 0.0311551 | val_loss: 0.0311713 | Time: 1560.21 ms
[2022-03-31 15:04:56 main:574] : INFO : Epoch 1607 | loss: 0.0311544 | val_loss: 0.0311689 | Time: 1478.47 ms
[2022-03-31 15:04:57 main:574] : INFO : Epoch 1608 | loss: 0.0311544 | val_loss: 0.0311715 | Time: 1299.75 ms
[2022-03-31 15:04:59 main:574] : INFO : Epoch 1609 | loss: 0.0311544 | val_loss: 0.0311706 | Time: 1584.45 ms
[2022-03-31 15:05:01 main:574] : INFO : Epoch 1610 | loss: 0.0311553 | val_loss: 0.0311706 | Time: 1554.16 ms
[2022-03-31 15:05:02 main:574] : INFO : Epoch 1611 | loss: 0.0311546 | val_loss: 0.0311715 | Time: 1534.61 ms
[2022-03-31 15:05:04 main:574] : INFO : Epoch 1612 | loss: 0.0311532 | val_loss: 0.0311718 | Time: 1580.53 ms
[2022-03-31 15:05:05 main:574] : INFO : Epoch 1613 | loss: 0.031153 | val_loss: 0.031171 | Time: 1595.55 ms
[2022-03-31 15:05:06 main:574] : INFO : Epoch 1614 | loss: 0.0311561 | val_loss: 0.0311711 | Time: 1237.74 ms
[2022-03-31 15:05:08 main:574] : INFO : Epoch 1615 | loss: 0.0311522 | val_loss: 0.0311733 | Time: 1443.38 ms
[2022-03-31 15:05:10 main:574] : INFO : Epoch 1616 | loss: 0.0311532 | val_loss: 0.031173 | Time: 1574.03 ms
[2022-03-31 15:05:11 main:574] : INFO : Epoch 1617 | loss: 0.0311539 | val_loss: 0.0311732 | Time: 1579.91 ms
[2022-03-31 15:05:13 main:574] : INFO : Epoch 1618 | loss: 0.0311519 | val_loss: 0.0311718 | Time: 1567.5 ms
[2022-03-31 15:05:14 main:574] : INFO : Epoch 1619 | loss: 0.0311574 | val_loss: 0.0311739 | Time: 1551.56 ms
[2022-03-31 15:05:16 main:574] : INFO : Epoch 1620 | loss: 0.0311527 | val_loss: 0.0311716 | Time: 1566.19 ms
[2022-03-31 15:05:17 main:574] : INFO : Epoch 1621 | loss: 0.0311521 | val_loss: 0.0311739 | Time: 1155.78 ms
[2022-03-31 15:05:18 main:574] : INFO : Epoch 1622 | loss: 0.0311519 | val_loss: 0.0311746 | Time: 1519.1 ms
[2022-03-31 15:05:20 main:574] : INFO : Epoch 1623 | loss: 0.031152 | val_loss: 0.0311744 | Time: 1540.29 ms
[2022-03-31 15:05:22 main:574] : INFO : Epoch 1624 | loss: 0.0311524 | val_loss: 0.0311735 | Time: 1573.06 ms
[2022-03-31 15:05:23 main:574] : INFO : Epoch 1625 | loss: 0.0311499 | val_loss: 0.0311736 | Time: 1569.57 ms
[2022-03-31 15:05:25 main:574] : INFO : Epoch 1626 | loss: 0.0311512 | val_loss: 0.031172 | Time: 1579.72 ms
[2022-03-31 15:05:26 main:574] : INFO : Epoch 1627 | loss: 0.0311546 | val_loss: 0.0311756 | Time: 1483.29 ms
[2022-03-31 15:05:27 main:574] : INFO : Epoch 1628 | loss: 0.0311526 | val_loss: 0.0311729 | Time: 1267.84 ms
[2022-03-31 15:05:29 main:574] : INFO : Epoch 1629 | loss: 0.0311487 | val_loss: 0.031177 | Time: 1577.64 ms
[2022-03-31 15:05:31 main:574] : INFO : Epoch 1630 | loss: 0.0311525 | val_loss: 0.0311706 | Time: 1598.06 ms
[2022-03-31 15:05:32 main:574] : INFO : Epoch 1631 | loss: 0.0311525 | val_loss: 0.0311779 | Time: 1539.18 ms
[2022-03-31 15:05:34 main:574] : INFO : Epoch 1632 | loss: 0.031154 | val_loss: 0.0311753 | Time: 1576.77 ms
[2022-03-31 15:05:35 main:574] : INFO : Epoch 1633 | loss: 0.0311541 | val_loss: 0.031173 | Time: 1573.1 ms
[2022-03-31 15:05:37 main:574] : INFO : Epoch 1634 | loss: 0.0311504 | val_loss: 0.0311767 | Time: 1285.91 ms
[2022-03-31 15:05:38 main:574] : INFO : Epoch 1635 | loss: 0.0311526 | val_loss: 0.0311771 | Time: 1529.13 ms
[2022-03-31 15:05:40 main:574] : INFO : Epoch 1636 | loss: 0.0311562 | val_loss: 0.0311803 | Time: 1597.36 ms
[2022-03-31 15:05:41 main:574] : INFO : Epoch 1637 | loss: 0.0311528 | val_loss: 0.0311723 | Time: 1557.62 ms
[2022-03-31 15:05:43 main:574] : INFO : Epoch 1638 | loss: 0.0311485 | val_loss: 0.0311738 | Time: 1568.9 ms
[2022-03-31 15:05:44 main:574] : INFO : Epoch 1639 | loss: 0.0311478 | val_loss: 0.0311693 | Time: 1573.11 ms
[2022-03-31 15:05:46 main:574] : INFO : Epoch 1640 | loss: 0.031149 | val_loss: 0.0311751 | Time: 1511.38 ms
[2022-03-31 15:05:47 main:574] : INFO : Epoch 1641 | loss: 0.0311487 | val_loss: 0.0311713 | Time: 1210.36 ms
[2022-03-31 15:05:49 main:574] : INFO : Epoch 1642 | loss: 0.0311482 | val_loss: 0.0311741 | Time: 1617.34 ms
[2022-03-31 15:05:50 main:574] : INFO : Epoch 1643 | loss: 0.0311508 | val_loss: 0.0311791 | Time: 1599.47 ms
[2022-03-31 15:05:52 main:574] : INFO : Epoch 1644 | loss: 0.0311521 | val_loss: 0.0311763 | Time: 1585.56 ms
[2022-03-31 15:05:54 main:574] : INFO : Epoch 1645 | loss: 0.0311543 | val_loss: 0.0311758 | Time: 1567.42 ms
[2022-03-31 15:05:55 main:574] : INFO : Epoch 1646 | loss: 0.0311512 | val_loss: 0.0311723 | Time: 1557.42 ms
[2022-03-31 15:05:56 main:574] : INFO : Epoch 1647 | loss: 0.0311524 | val_loss: 0.0311708 | Time: 1321.08 ms
[2022-03-31 15:05:58 main:574] : INFO : Epoch 1648 | loss: 0.0311506 | val_loss: 0.0311766 | Time: 1372.58 ms
[2022-03-31 15:05:59 main:574] : INFO : Epoch 1649 | loss: 0.0311509 | val_loss: 0.0311723 | Time: 1548.91 ms
[2022-03-31 15:06:01 main:574] : INFO : Epoch 1650 | loss: 0.0311584 | val_loss: 0.0311691 | Time: 1593.21 ms
[2022-03-31 15:06:03 main:574] : INFO : Epoch 1651 | loss: 0.031159 | val_loss: 0.0311708 | Time: 1549.38 ms
[2022-03-31 15:06:04 main:574] : INFO : Epoch 1652 | loss: 0.0311569 | val_loss: 0.0311726 | Time: 1541.81 ms
[2022-03-31 15:06:06 main:574] : INFO : Epoch 1653 | loss: 0.0311546 | val_loss: 0.0311695 | Time: 1563.69 ms
[2022-03-31 15:06:07 main:574] : INFO : Epoch 1654 | loss: 0.0311522 | val_loss: 0.0311706 | Time: 1113.44 ms
[2022-03-31 15:06:08 main:574] : INFO : Epoch 1655 | loss: 0.0311532 | val_loss: 0.0311722 | Time: 1539.12 ms
[2022-03-31 15:06:10 main:574] : INFO : Epoch 1656 | loss: 0.0311526 | val_loss: 0.0311695 | Time: 1567.57 ms
[2022-03-31 15:06:11 main:574] : INFO : Epoch 1657 | loss: 0.0311564 | val_loss: 0.0311703 | Time: 1567.01 ms
[2022-03-31 15:06:13 main:574] : INFO : Epoch 1658 | loss: 0.031156 | val_loss: 0.0311774 | Time: 1553.52 ms
[2022-03-31 15:06:15 main:574] : INFO : Epoch 1659 | loss: 0.0311546 | val_loss: 0.0311725 | Time: 1547.52 ms
[2022-03-31 15:06:16 main:574] : INFO : Epoch 1660 | loss: 0.0311538 | val_loss: 0.0311707 | Time: 1525.21 ms
[2022-03-31 15:06:17 main:574] : INFO : Epoch 1661 | loss: 0.0311527 | val_loss: 0.0311671 | Time: 1227.45 ms
[2022-03-31 15:06:19 main:574] : INFO : Epoch 1662 | loss: 0.0311496 | val_loss: 0.03117 | Time: 1564.88 ms
[2022-03-31 15:06:20 main:574] : INFO : Epoch 1663 | loss: 0.0311476 | val_loss: 0.0311682 | Time: 1593.32 ms
[2022-03-31 15:06:22 main:574] : INFO : Epoch 1664 | loss: 0.0311475 | val_loss: 0.031171 | Time: 1584.63 ms
[2022-03-31 15:06:24 main:574] : INFO : Epoch 1665 | loss: 0.0311465 | val_loss: 0.0311725 | Time: 1559.97 ms
[2022-03-31 15:06:25 main:574] : INFO : Epoch 1666 | loss: 0.0311482 | val_loss: 0.0311686 | Time: 1562.27 ms
[2022-03-31 15:06:26 main:574] : INFO : Epoch 1667 | loss: 0.0311465 | val_loss: 0.0311725 | Time: 1301.85 ms
[2022-03-31 15:06:28 main:574] : INFO : Epoch 1668 | loss: 0.0311448 | val_loss: 0.0311703 | Time: 1374.76 ms
[2022-03-31 15:06:29 main:574] : INFO : Epoch 1669 | loss: 0.0311448 | val_loss: 0.0311727 | Time: 1556.46 ms
[2022-03-31 15:06:31 main:574] : INFO : Epoch 1670 | loss: 0.0311469 | val_loss: 0.031171 | Time: 1545.99 ms
[2022-03-31 15:06:33 main:574] : INFO : Epoch 1671 | loss: 0.031149 | val_loss: 0.0311715 | Time: 1560.12 ms
[2022-03-31 15:06:34 main:574] : INFO : Epoch 1672 | loss: 0.0311518 | val_loss: 0.0311758 | Time: 1619.98 ms
[2022-03-31 15:06:36 main:574] : INFO : Epoch 1673 | loss: 0.031148 | val_loss: 0.0311788 | Time: 1569.37 ms
[2022-03-31 15:06:37 main:574] : INFO : Epoch 1674 | loss: 0.0311499 | val_loss: 0.0311715 | Time: 1153.48 ms
[2022-03-31 15:06:38 main:574] : INFO : Epoch 1675 | loss: 0.0311479 | val_loss: 0.0311725 | Time: 1555.47 ms
[2022-03-31 15:06:40 main:574] : INFO : Epoch 1676 | loss: 0.0311516 | val_loss: 0.0311738 | Time: 1568.07 ms
[2022-03-31 15:06:42 main:574] : INFO : Epoch 1677 | loss: 0.031154 | val_loss: 0.0311751 | Time: 1558.41 ms
[2022-03-31 15:06:43 main:574] : INFO : Epoch 1678 | loss: 0.0311624 | val_loss: 0.0311738 | Time: 1582.06 ms
[2022-03-31 15:06:45 main:574] : INFO : Epoch 1679 | loss: 0.0311559 | val_loss: 0.0311696 | Time: 1546.09 ms
[2022-03-31 15:06:46 main:574] : INFO : Epoch 1680 | loss: 0.0311542 | val_loss: 0.0311698 | Time: 1490.15 ms
[2022-03-31 15:06:47 main:574] : INFO : Epoch 1681 | loss: 0.031151 | val_loss: 0.0311729 | Time: 1190.63 ms
[2022-03-31 15:06:49 main:574] : INFO : Epoch 1682 | loss: 0.0311527 | val_loss: 0.0311797 | Time: 1545.9 ms
[2022-03-31 15:06:51 main:574] : INFO : Epoch 1683 | loss: 0.0311535 | val_loss: 0.0311766 | Time: 1576.67 ms
[2022-03-31 15:06:52 main:574] : INFO : Epoch 1684 | loss: 0.0311477 | val_loss: 0.0311718 | Time: 1559.51 ms
[2022-03-31 15:06:54 main:574] : INFO : Epoch 1685 | loss: 0.0311479 | val_loss: 0.031172 | Time: 1571.75 ms
[2022-03-31 15:06:55 main:574] : INFO : Epoch 1686 | loss: 0.0311492 | val_loss: 0.0311755 | Time: 1543.83 ms
[2022-03-31 15:06:57 main:574] : INFO : Epoch 1687 | loss: 0.0311488 | val_loss: 0.0311731 | Time: 1325.07 ms
[2022-03-31 15:06:58 main:574] : INFO : Epoch 1688 | loss: 0.0311505 | val_loss: 0.0311731 | Time: 1355.55 ms
[2022-03-31 15:06:59 main:574] : INFO : Epoch 1689 | loss: 0.0311528 | val_loss: 0.0311715 | Time: 1568.33 ms
[2022-03-31 15:07:01 main:574] : INFO : Epoch 1690 | loss: 0.031153 | val_loss: 0.0311659 | Time: 1568.64 ms
[2022-03-31 15:07:03 main:574] : INFO : Epoch 1691 | loss: 0.0311532 | val_loss: 0.0311691 | Time: 1571.83 ms
[2022-03-31 15:07:04 main:574] : INFO : Epoch 1692 | loss: 0.0311521 | val_loss: 0.0311721 | Time: 1565.55 ms
[2022-03-31 15:07:06 main:574] : INFO : Epoch 1693 | loss: 0.0311536 | val_loss: 0.031168 | Time: 1553.71 ms
[2022-03-31 15:07:07 main:574] : INFO : Epoch 1694 | loss: 0.0311516 | val_loss: 0.0311659 | Time: 1199.43 ms
[2022-03-31 15:07:08 main:574] : INFO : Epoch 1695 | loss: 0.0311475 | val_loss: 0.0311698 | Time: 1548.91 ms
[2022-03-31 15:07:10 main:574] : INFO : Epoch 1696 | loss: 0.0311471 | val_loss: 0.0311692 | Time: 1576.49 ms
[2022-03-31 15:07:12 main:574] : INFO : Epoch 1697 | loss: 0.0311489 | val_loss: 0.0311686 | Time: 1562.57 ms
[2022-03-31 15:07:13 main:574] : INFO : Epoch 1698 | loss: 0.031152 | val_loss: 0.031165 | Time: 1586.39 ms
[2022-03-31 15:07:15 main:574] : INFO : Epoch 1699 | loss: 0.0311527 | val_loss: 0.0311724 | Time: 1592.79 ms
[2022-03-31 15:07:16 main:574] : INFO : Epoch 1700 | loss: 0.031153 | val_loss: 0.0311737 | Time: 1486.03 ms
[2022-03-31 15:07:18 main:574] : INFO : Epoch 1701 | loss: 0.0311507 | val_loss: 0.0311705 | Time: 1225.45 ms
[2022-03-31 15:07:19 main:574] : INFO : Epoch 1702 | loss: 0.0311519 | val_loss: 0.0311725 | Time: 1548.81 ms
[2022-03-31 15:07:21 main:574] : INFO : Epoch 1703 | loss: 0.031151 | val_loss: 0.0311662 | Time: 1582.1 ms
[2022-03-31 15:07:22 main:574] : INFO : Epoch 1704 | loss: 0.0311483 | val_loss: 0.0311697 | Time: 1570.48 ms
[2022-03-31 15:07:24 main:574] : INFO : Epoch 1705 | loss: 0.0311474 | val_loss: 0.0311663 | Time: 1578.65 ms
[2022-03-31 15:07:25 main:574] : INFO : Epoch 1706 | loss: 0.0311494 | val_loss: 0.031171 | Time: 1601.04 ms
[2022-03-31 15:07:27 main:574] : INFO : Epoch 1707 | loss: 0.031149 | val_loss: 0.0311751 | Time: 1299.74 ms
[2022-03-31 15:07:28 main:574] : INFO : Epoch 1708 | loss: 0.0311466 | val_loss: 0.0311748 | Time: 1422.79 ms
[2022-03-31 15:07:30 main:574] : INFO : Epoch 1709 | loss: 0.0311479 | val_loss: 0.0311709 | Time: 1576.45 ms
[2022-03-31 15:07:31 main:574] : INFO : Epoch 1710 | loss: 0.0311458 | val_loss: 0.0311733 | Time: 1572.02 ms
[2022-03-31 15:07:33 main:574] : INFO : Epoch 1711 | loss: 0.0311442 | val_loss: 0.0311718 | Time: 1587.83 ms
[2022-03-31 15:07:34 main:574] : INFO : Epoch 1712 | loss: 0.0311487 | val_loss: 0.0311769 | Time: 1557.48 ms
[2022-03-31 15:07:36 main:574] : INFO : Epoch 1713 | loss: 0.0311533 | val_loss: 0.0311738 | Time: 1594.6 ms
[2022-03-31 15:07:37 main:574] : INFO : Epoch 1714 | loss: 0.0311523 | val_loss: 0.0311739 | Time: 1150.53 ms
[2022-03-31 15:07:39 main:574] : INFO : Epoch 1715 | loss: 0.0311484 | val_loss: 0.0311754 | Time: 1511.94 ms
[2022-03-31 15:07:40 main:574] : INFO : Epoch 1716 | loss: 0.0311459 | val_loss: 0.0311726 | Time: 1572.41 ms
[2022-03-31 15:07:42 main:574] : INFO : Epoch 1717 | loss: 0.0311416 | val_loss: 0.031172 | Time: 1592.27 ms
[2022-03-31 15:07:43 main:574] : INFO : Epoch 1718 | loss: 0.0311491 | val_loss: 0.0311771 | Time: 1603.63 ms
[2022-03-31 15:07:45 main:574] : INFO : Epoch 1719 | loss: 0.0311644 | val_loss: 0.0311726 | Time: 1538.97 ms
[2022-03-31 15:07:46 main:574] : INFO : Epoch 1720 | loss: 0.0311685 | val_loss: 0.0311722 | Time: 1427.87 ms
[2022-03-31 15:07:48 main:574] : INFO : Epoch 1721 | loss: 0.0311648 | val_loss: 0.0311769 | Time: 1298.18 ms
[2022-03-31 15:07:49 main:574] : INFO : Epoch 1722 | loss: 0.0311628 | val_loss: 0.0311695 | Time: 1570.24 ms
[2022-03-31 15:07:51 main:574] : INFO : Epoch 1723 | loss: 0.0311597 | val_loss: 0.0311703 | Time: 1541.66 ms
[2022-03-31 15:07:52 main:574] : INFO : Epoch 1724 | loss: 0.0311586 | val_loss: 0.0311702 | Time: 1546.4 ms
[2022-03-31 15:07:54 main:574] : INFO : Epoch 1725 | loss: 0.0311571 | val_loss: 0.0311678 | Time: 1552.22 ms
[2022-03-31 15:07:56 main:574] : INFO : Epoch 1726 | loss: 0.0311554 | val_loss: 0.0311686 | Time: 1577.27 ms
[2022-03-31 15:07:57 main:574] : INFO : Epoch 1727 | loss: 0.0311561 | val_loss: 0.0311703 | Time: 1262.77 ms
[2022-03-31 15:07:58 main:574] : INFO : Epoch 1728 | loss: 0.0311619 | val_loss: 0.0311658 | Time: 1480.54 ms
[2022-03-31 15:08:00 main:574] : INFO : Epoch 1729 | loss: 0.0311583 | val_loss: 0.031168 | Time: 1574.61 ms
[2022-03-31 15:08:01 main:574] : INFO : Epoch 1730 | loss: 0.0311557 | val_loss: 0.0311664 | Time: 1566.35 ms
[2022-03-31 15:08:03 main:574] : INFO : Epoch 1731 | loss: 0.0311559 | val_loss: 0.0311648 | Time: 1571.5 ms
[2022-03-31 15:08:05 main:574] : INFO : Epoch 1732 | loss: 0.0311522 | val_loss: 0.0311681 | Time: 1562.04 ms
[2022-03-31 15:08:06 main:574] : INFO : Epoch 1733 | loss: 0.0311543 | val_loss: 0.0311666 | Time: 1574.15 ms
[2022-03-31 15:08:07 main:574] : INFO : Epoch 1734 | loss: 0.0311538 | val_loss: 0.0311686 | Time: 1120.62 ms
[2022-03-31 15:08:09 main:574] : INFO : Epoch 1735 | loss: 0.0311514 | val_loss: 0.0311664 | Time: 1552.08 ms
[2022-03-31 15:08:10 main:574] : INFO : Epoch 1736 | loss: 0.0311516 | val_loss: 0.0311669 | Time: 1544.83 ms
[2022-03-31 15:08:12 main:574] : INFO : Epoch 1737 | loss: 0.0311515 | val_loss: 0.0311664 | Time: 1557.26 ms
[2022-03-31 15:08:14 main:574] : INFO : Epoch 1738 | loss: 0.0311488 | val_loss: 0.0311678 | Time: 1572.6 ms
[2022-03-31 15:08:15 main:574] : INFO : Epoch 1739 | loss: 0.031153 | val_loss: 0.0311709 | Time: 1578.66 ms
[2022-03-31 15:08:17 main:574] : INFO : Epoch 1740 | loss: 0.0311539 | val_loss: 0.0311682 | Time: 1421.29 ms
[2022-03-31 15:08:18 main:574] : INFO : Epoch 1741 | loss: 0.0311545 | val_loss: 0.0311647 | Time: 1316.67 ms
[2022-03-31 15:08:19 main:574] : INFO : Epoch 1742 | loss: 0.0311526 | val_loss: 0.0311735 | Time: 1580.63 ms
[2022-03-31 15:08:21 main:574] : INFO : Epoch 1743 | loss: 0.0311515 | val_loss: 0.0311683 | Time: 1543.16 ms
[2022-03-31 15:08:23 main:574] : INFO : Epoch 1744 | loss: 0.0311499 | val_loss: 0.0311678 | Time: 1541.27 ms
[2022-03-31 15:08:24 main:574] : INFO : Epoch 1745 | loss: 0.0311485 | val_loss: 0.0311645 | Time: 1560.34 ms
[2022-03-31 15:08:26 main:574] : INFO : Epoch 1746 | loss: 0.0311472 | val_loss: 0.0311651 | Time: 1569.24 ms
[2022-03-31 15:08:27 main:574] : INFO : Epoch 1747 | loss: 0.0311502 | val_loss: 0.0311658 | Time: 1267.49 ms
[2022-03-31 15:08:28 main:574] : INFO : Epoch 1748 | loss: 0.0311508 | val_loss: 0.0311695 | Time: 1477.58 ms
[2022-03-31 15:08:30 main:574] : INFO : Epoch 1749 | loss: 0.0311493 | val_loss: 0.0311641 | Time: 1600.28 ms
[2022-03-31 15:08:32 main:574] : INFO : Epoch 1750 | loss: 0.0311483 | val_loss: 0.0311704 | Time: 1553.67 ms
[2022-03-31 15:08:33 main:574] : INFO : Epoch 1751 | loss: 0.0311466 | val_loss: 0.031167 | Time: 1547.25 ms
[2022-03-31 15:08:35 main:574] : INFO : Epoch 1752 | loss: 0.0311472 | val_loss: 0.031174 | Time: 1572.38 ms
[2022-03-31 15:08:36 main:574] : INFO : Epoch 1753 | loss: 0.0311482 | val_loss: 0.031168 | Time: 1558.95 ms
[2022-03-31 15:08:37 main:574] : INFO : Epoch 1754 | loss: 0.0311478 | val_loss: 0.0311691 | Time: 1097.74 ms
[2022-03-31 15:08:39 main:574] : INFO : Epoch 1755 | loss: 0.0311493 | val_loss: 0.0311674 | Time: 1490.25 ms
[2022-03-31 15:08:40 main:574] : INFO : Epoch 1756 | loss: 0.0311488 | val_loss: 0.0311671 | Time: 1462.26 ms
[2022-03-31 15:08:42 main:574] : INFO : Epoch 1757 | loss: 0.0311467 | val_loss: 0.0311655 | Time: 1549.69 ms
[2022-03-31 15:08:43 main:574] : INFO : Epoch 1758 | loss: 0.0311477 | val_loss: 0.0311725 | Time: 1579.69 ms
[2022-03-31 15:08:45 main:574] : INFO : Epoch 1759 | loss: 0.0311514 | val_loss: 0.0311733 | Time: 1548.74 ms
[2022-03-31 15:08:46 main:574] : INFO : Epoch 1760 | loss: 0.031151 | val_loss: 0.0311671 | Time: 1525.52 ms
[2022-03-31 15:08:48 main:574] : INFO : Epoch 1761 | loss: 0.0311461 | val_loss: 0.0311697 | Time: 1255.46 ms
[2022-03-31 15:08:49 main:574] : INFO : Epoch 1762 | loss: 0.0311464 | val_loss: 0.0311703 | Time: 1572.2 ms
[2022-03-31 15:08:51 main:574] : INFO : Epoch 1763 | loss: 0.031148 | val_loss: 0.0311703 | Time: 1538.52 ms
[2022-03-31 15:08:52 main:574] : INFO : Epoch 1764 | loss: 0.0311495 | val_loss: 0.0311688 | Time: 1568.66 ms
[2022-03-31 15:08:54 main:574] : INFO : Epoch 1765 | loss: 0.0311539 | val_loss: 0.0311641 | Time: 1559.32 ms
[2022-03-31 15:08:56 main:574] : INFO : Epoch 1766 | loss: 0.0311578 | val_loss: 0.0311691 | Time: 1567.86 ms
[2022-03-31 15:08:57 main:574] : INFO : Epoch 1767 | loss: 0.0311529 | val_loss: 0.0311724 | Time: 1250.69 ms
[2022-03-31 15:08:58 main:574] : INFO : Epoch 1768 | loss: 0.0311513 | val_loss: 0.0311704 | Time: 1431.47 ms
[2022-03-31 15:09:00 main:574] : INFO : Epoch 1769 | loss: 0.0311483 | val_loss: 0.0311695 | Time: 1572.74 ms
[2022-03-31 15:09:01 main:574] : INFO : Epoch 1770 | loss: 0.0311501 | val_loss: 0.0311687 | Time: 1564.79 ms
[2022-03-31 15:09:03 main:574] : INFO : Epoch 1771 | loss: 0.0311515 | val_loss: 0.0311692 | Time: 1561.8 ms
[2022-03-31 15:09:05 main:574] : INFO : Epoch 1772 | loss: 0.031149 | val_loss: 0.0311715 | Time: 1575.31 ms
[2022-03-31 15:09:06 main:574] : INFO : Epoch 1773 | loss: 0.0311476 | val_loss: 0.0311697 | Time: 1591.34 ms
[2022-03-31 15:09:07 main:574] : INFO : Epoch 1774 | loss: 0.0311469 | val_loss: 0.0311659 | Time: 1061.63 ms
[2022-03-31 15:09:09 main:574] : INFO : Epoch 1775 | loss: 0.0311474 | val_loss: 0.0311741 | Time: 1593.63 ms
[2022-03-31 15:09:10 main:574] : INFO : Epoch 1776 | loss: 0.0311496 | val_loss: 0.0311692 | Time: 1549.37 ms
[2022-03-31 15:09:12 main:574] : INFO : Epoch 1777 | loss: 0.0311509 | val_loss: 0.0311683 | Time: 1573.49 ms
[2022-03-31 15:09:14 main:574] : INFO : Epoch 1778 | loss: 0.0311521 | val_loss: 0.0311678 | Time: 1583.98 ms
[2022-03-31 15:09:15 main:574] : INFO : Epoch 1779 | loss: 0.0311491 | val_loss: 0.0311644 | Time: 1583.09 ms
[2022-03-31 15:09:17 main:574] : INFO : Epoch 1780 | loss: 0.0311469 | val_loss: 0.0311695 | Time: 1475.49 ms
[2022-03-31 15:09:18 main:574] : INFO : Epoch 1781 | loss: 0.0311476 | val_loss: 0.0311662 | Time: 1337.57 ms
[2022-03-31 15:09:19 main:574] : INFO : Epoch 1782 | loss: 0.0311458 | val_loss: 0.0311687 | Time: 1544.1 ms
[2022-03-31 15:09:21 main:574] : INFO : Epoch 1783 | loss: 0.0311474 | val_loss: 0.0311693 | Time: 1540.83 ms
[2022-03-31 15:09:22 main:574] : INFO : Epoch 1784 | loss: 0.0311564 | val_loss: 0.0311693 | Time: 1492.2 ms
[2022-03-31 15:09:24 main:574] : INFO : Epoch 1785 | loss: 0.0311542 | val_loss: 0.0311654 | Time: 1501.07 ms
[2022-03-31 15:09:26 main:574] : INFO : Epoch 1786 | loss: 0.0311533 | val_loss: 0.0311652 | Time: 1574.05 ms
[2022-03-31 15:09:27 main:574] : INFO : Epoch 1787 | loss: 0.0311503 | val_loss: 0.0311663 | Time: 1344.06 ms
[2022-03-31 15:09:28 main:574] : INFO : Epoch 1788 | loss: 0.031154 | val_loss: 0.0311642 | Time: 1437.41 ms
[2022-03-31 15:09:30 main:574] : INFO : Epoch 1789 | loss: 0.0311519 | val_loss: 0.0311636 | Time: 1585.77 ms
[2022-03-31 15:09:31 main:574] : INFO : Epoch 1790 | loss: 0.0311486 | val_loss: 0.0311702 | Time: 1544.06 ms
[2022-03-31 15:09:33 main:574] : INFO : Epoch 1791 | loss: 0.0311506 | val_loss: 0.0311701 | Time: 1560.06 ms
[2022-03-31 15:09:35 main:574] : INFO : Epoch 1792 | loss: 0.0311492 | val_loss: 0.031168 | Time: 1525.24 ms
[2022-03-31 15:09:36 main:574] : INFO : Epoch 1793 | loss: 0.0311467 | val_loss: 0.0311681 | Time: 1557.56 ms
[2022-03-31 15:09:37 main:574] : INFO : Epoch 1794 | loss: 0.0311469 | val_loss: 0.0311707 | Time: 1151.47 ms
[2022-03-31 15:09:39 main:574] : INFO : Epoch 1795 | loss: 0.0311461 | val_loss: 0.0311661 | Time: 1538.2 ms
[2022-03-31 15:09:40 main:574] : INFO : Epoch 1796 | loss: 0.0311431 | val_loss: 0.0311693 | Time: 1570.62 ms
[2022-03-31 15:09:42 main:574] : INFO : Epoch 1797 | loss: 0.0311428 | val_loss: 0.0311684 | Time: 1547.22 ms
[2022-03-31 15:09:44 main:574] : INFO : Epoch 1798 | loss: 0.0311432 | val_loss: 0.0311713 | Time: 1585.08 ms
[2022-03-31 15:09:45 main:574] : INFO : Epoch 1799 | loss: 0.0311442 | val_loss: 0.03117 | Time: 1593.94 ms
[2022-03-31 15:09:47 main:574] : INFO : Epoch 1800 | loss: 0.0311429 | val_loss: 0.0311683 | Time: 1448.24 ms
[2022-03-31 15:09:48 main:574] : INFO : Epoch 1801 | loss: 0.0311438 | val_loss: 0.0311659 | Time: 1226.99 ms
[2022-03-31 15:09:49 main:574] : INFO : Epoch 1802 | loss: 0.0311482 | val_loss: 0.0311665 | Time: 1578.43 ms
[2022-03-31 15:09:51 main:574] : INFO : Epoch 1803 | loss: 0.0311488 | val_loss: 0.0311674 | Time: 1527.13 ms
[2022-03-31 15:09:53 main:574] : INFO : Epoch 1804 | loss: 0.0311516 | val_loss: 0.0311683 | Time: 1576.6 ms
[2022-03-31 15:09:54 main:574] : INFO : Epoch 1805 | loss: 0.0311537 | val_loss: 0.0311688 | Time: 1557.41 ms
[2022-03-31 15:09:56 main:574] : INFO : Epoch 1806 | loss: 0.0311495 | val_loss: 0.0311705 | Time: 1592.93 ms
[2022-03-31 15:09:57 main:574] : INFO : Epoch 1807 | loss: 0.0311475 | val_loss: 0.0311684 | Time: 1293.48 ms
[2022-03-31 15:09:58 main:574] : INFO : Epoch 1808 | loss: 0.0311457 | val_loss: 0.0311715 | Time: 1405.41 ms
[2022-03-31 15:10:00 main:574] : INFO : Epoch 1809 | loss: 0.0311508 | val_loss: 0.0311706 | Time: 1595.79 ms
[2022-03-31 15:10:02 main:574] : INFO : Epoch 1810 | loss: 0.0311495 | val_loss: 0.0311684 | Time: 1566.76 ms
[2022-03-31 15:10:03 main:574] : INFO : Epoch 1811 | loss: 0.0311487 | val_loss: 0.0311716 | Time: 1582.42 ms
[2022-03-31 15:10:05 main:574] : INFO : Epoch 1812 | loss: 0.0311466 | val_loss: 0.0311659 | Time: 1520.45 ms
[2022-03-31 15:10:06 main:574] : INFO : Epoch 1813 | loss: 0.0311451 | val_loss: 0.0311693 | Time: 1544.32 ms
[2022-03-31 15:10:07 main:574] : INFO : Epoch 1814 | loss: 0.0311455 | val_loss: 0.0311688 | Time: 1217.6 ms
[2022-03-31 15:10:09 main:574] : INFO : Epoch 1815 | loss: 0.0311567 | val_loss: 0.0311733 | Time: 1548.83 ms
[2022-03-31 15:10:10 main:574] : INFO : Epoch 1816 | loss: 0.0311521 | val_loss: 0.031171 | Time: 1522.62 ms
[2022-03-31 15:10:12 main:574] : INFO : Epoch 1817 | loss: 0.0311468 | val_loss: 0.0311683 | Time: 1551.56 ms
[2022-03-31 15:10:14 main:574] : INFO : Epoch 1818 | loss: 0.0311447 | val_loss: 0.0311715 | Time: 1594.41 ms
[2022-03-31 15:10:15 main:574] : INFO : Epoch 1819 | loss: 0.031149 | val_loss: 0.031166 | Time: 1561.62 ms
[2022-03-31 15:10:17 main:574] : INFO : Epoch 1820 | loss: 0.0311485 | val_loss: 0.0311613 | Time: 1449.45 ms
[2022-03-31 15:10:18 main:574] : INFO : Epoch 1821 | loss: 0.0311461 | val_loss: 0.0311623 | Time: 1259.92 ms
[2022-03-31 15:10:19 main:574] : INFO : Epoch 1822 | loss: 0.0311454 | val_loss: 0.0311671 | Time: 1588.51 ms
[2022-03-31 15:10:21 main:574] : INFO : Epoch 1823 | loss: 0.0311465 | val_loss: 0.0311668 | Time: 1557.17 ms
[2022-03-31 15:10:23 main:574] : INFO : Epoch 1824 | loss: 0.0311468 | val_loss: 0.0311728 | Time: 1553.81 ms
[2022-03-31 15:10:24 main:574] : INFO : Epoch 1825 | loss: 0.0311521 | val_loss: 0.0311716 | Time: 1544.23 ms
[2022-03-31 15:10:26 main:574] : INFO : Epoch 1826 | loss: 0.0311455 | val_loss: 0.0311635 | Time: 1546.61 ms
[2022-03-31 15:10:27 main:574] : INFO : Epoch 1827 | loss: 0.031151 | val_loss: 0.0311643 | Time: 1306.21 ms
[2022-03-31 15:10:28 main:574] : INFO : Epoch 1828 | loss: 0.0311597 | val_loss: 0.03118 | Time: 1430.14 ms
[2022-03-31 15:10:30 main:574] : INFO : Epoch 1829 | loss: 0.0311633 | val_loss: 0.0311772 | Time: 1596.27 ms
[2022-03-31 15:10:32 main:574] : INFO : Epoch 1830 | loss: 0.0311689 | val_loss: 0.0311731 | Time: 1539.98 ms
[2022-03-31 15:10:33 main:574] : INFO : Epoch 1831 | loss: 0.0311615 | val_loss: 0.0311734 | Time: 1555.02 ms
[2022-03-31 15:10:35 main:574] : INFO : Epoch 1832 | loss: 0.0311603 | val_loss: 0.0311691 | Time: 1570.79 ms
[2022-03-31 15:10:36 main:574] : INFO : Epoch 1833 | loss: 0.0311556 | val_loss: 0.0311705 | Time: 1563.27 ms
[2022-03-31 15:10:37 main:574] : INFO : Epoch 1834 | loss: 0.0311537 | val_loss: 0.0311682 | Time: 1208.58 ms
[2022-03-31 15:10:39 main:574] : INFO : Epoch 1835 | loss: 0.0311571 | val_loss: 0.031181 | Time: 1582.02 ms
[2022-03-31 15:10:41 main:574] : INFO : Epoch 1836 | loss: 0.0311789 | val_loss: 0.0311822 | Time: 1589.36 ms
[2022-03-31 15:10:42 main:574] : INFO : Epoch 1837 | loss: 0.0311666 | val_loss: 0.0311699 | Time: 1564 ms
[2022-03-31 15:10:44 main:574] : INFO : Epoch 1838 | loss: 0.0311587 | val_loss: 0.0311686 | Time: 1547.48 ms
[2022-03-31 15:10:45 main:574] : INFO : Epoch 1839 | loss: 0.0311585 | val_loss: 0.0311743 | Time: 1529.94 ms
[2022-03-31 15:10:47 main:574] : INFO : Epoch 1840 | loss: 0.0311556 | val_loss: 0.0311708 | Time: 1445.02 ms
[2022-03-31 15:10:48 main:574] : INFO : Epoch 1841 | loss: 0.0311552 | val_loss: 0.0311716 | Time: 1247.07 ms
[2022-03-31 15:10:50 main:574] : INFO : Epoch 1842 | loss: 0.0311528 | val_loss: 0.031173 | Time: 1543.86 ms
[2022-03-31 15:10:51 main:574] : INFO : Epoch 1843 | loss: 0.0311514 | val_loss: 0.0311687 | Time: 1584.23 ms
[2022-03-31 15:10:53 main:574] : INFO : Epoch 1844 | loss: 0.0311551 | val_loss: 0.031173 | Time: 1562.05 ms
[2022-03-31 15:10:54 main:574] : INFO : Epoch 1845 | loss: 0.0311542 | val_loss: 0.0311709 | Time: 1574.4 ms
[2022-03-31 15:10:56 main:574] : INFO : Epoch 1846 | loss: 0.0311517 | val_loss: 0.0311702 | Time: 1584.35 ms
[2022-03-31 15:10:57 main:574] : INFO : Epoch 1847 | loss: 0.0311557 | val_loss: 0.0311666 | Time: 1262.51 ms
[2022-03-31 15:10:59 main:574] : INFO : Epoch 1848 | loss: 0.0311557 | val_loss: 0.031169 | Time: 1479 ms
[2022-03-31 15:11:00 main:574] : INFO : Epoch 1849 | loss: 0.0311543 | val_loss: 0.0311676 | Time: 1562.17 ms
[2022-03-31 15:11:02 main:574] : INFO : Epoch 1850 | loss: 0.0311536 | val_loss: 0.0311654 | Time: 1564.45 ms
[2022-03-31 15:11:03 main:574] : INFO : Epoch 1851 | loss: 0.0311511 | val_loss: 0.0311633 | Time: 1551.3 ms
[2022-03-31 15:11:05 main:574] : INFO : Epoch 1852 | loss: 0.0311515 | val_loss: 0.0311671 | Time: 1576.67 ms
[2022-03-31 15:11:06 main:574] : INFO : Epoch 1853 | loss: 0.0311531 | val_loss: 0.0311664 | Time: 1562.28 ms
[2022-03-31 15:11:08 main:574] : INFO : Epoch 1854 | loss: 0.0311572 | val_loss: 0.0311652 | Time: 1216.42 ms
[2022-03-31 15:11:09 main:574] : INFO : Epoch 1855 | loss: 0.0311567 | val_loss: 0.0311702 | Time: 1569 ms
[2022-03-31 15:11:11 main:574] : INFO : Epoch 1856 | loss: 0.0311553 | val_loss: 0.0311661 | Time: 1540.04 ms
[2022-03-31 15:11:12 main:574] : INFO : Epoch 1857 | loss: 0.0311551 | val_loss: 0.0311667 | Time: 1577.81 ms
[2022-03-31 15:11:14 main:574] : INFO : Epoch 1858 | loss: 0.0311528 | val_loss: 0.0311688 | Time: 1591.66 ms
[2022-03-31 15:11:15 main:574] : INFO : Epoch 1859 | loss: 0.0311503 | val_loss: 0.0311656 | Time: 1529.82 ms
[2022-03-31 15:11:17 main:574] : INFO : Epoch 1860 | loss: 0.031151 | val_loss: 0.0311685 | Time: 1419.84 ms
[2022-03-31 15:11:18 main:574] : INFO : Epoch 1861 | loss: 0.0311655 | val_loss: 0.031179 | Time: 1362.91 ms
[2022-03-31 15:11:20 main:574] : INFO : Epoch 1862 | loss: 0.0311652 | val_loss: 0.0311753 | Time: 1575.16 ms
[2022-03-31 15:11:21 main:574] : INFO : Epoch 1863 | loss: 0.0311631 | val_loss: 0.0311797 | Time: 1587.66 ms
[2022-03-31 15:11:23 main:574] : INFO : Epoch 1864 | loss: 0.0311588 | val_loss: 0.0311719 | Time: 1584.13 ms
[2022-03-31 15:11:25 main:574] : INFO : Epoch 1865 | loss: 0.0311595 | val_loss: 0.0311699 | Time: 1511.88 ms
[2022-03-31 15:11:26 main:574] : INFO : Epoch 1866 | loss: 0.0311606 | val_loss: 0.0311738 | Time: 1555.21 ms
[2022-03-31 15:11:27 main:574] : INFO : Epoch 1867 | loss: 0.031158 | val_loss: 0.0311728 | Time: 1251.51 ms
[2022-03-31 15:11:29 main:574] : INFO : Epoch 1868 | loss: 0.0311577 | val_loss: 0.0311724 | Time: 1610.69 ms
[2022-03-31 15:11:31 main:574] : INFO : Epoch 1869 | loss: 0.0311563 | val_loss: 0.0311686 | Time: 1621.27 ms
[2022-03-31 15:11:32 main:574] : INFO : Epoch 1870 | loss: 0.031155 | val_loss: 0.0311742 | Time: 1568.97 ms
[2022-03-31 15:11:34 main:574] : INFO : Epoch 1871 | loss: 0.0311593 | val_loss: 0.0311808 | Time: 1559.6 ms
[2022-03-31 15:11:35 main:574] : INFO : Epoch 1872 | loss: 0.031164 | val_loss: 0.0311844 | Time: 1555.01 ms
[2022-03-31 15:11:37 main:574] : INFO : Epoch 1873 | loss: 0.0311619 | val_loss: 0.0311666 | Time: 1450.24 ms
[2022-03-31 15:11:38 main:574] : INFO : Epoch 1874 | loss: 0.0311628 | val_loss: 0.03117 | Time: 1197.97 ms
[2022-03-31 15:11:40 main:574] : INFO : Epoch 1875 | loss: 0.0311602 | val_loss: 0.0311695 | Time: 1585.16 ms
[2022-03-31 15:11:41 main:574] : INFO : Epoch 1876 | loss: 0.0311553 | val_loss: 0.0311704 | Time: 1562.15 ms
[2022-03-31 15:11:43 main:574] : INFO : Epoch 1877 | loss: 0.0311552 | val_loss: 0.0311709 | Time: 1559 ms
[2022-03-31 15:11:44 main:574] : INFO : Epoch 1878 | loss: 0.0311546 | val_loss: 0.0311672 | Time: 1544.68 ms
[2022-03-31 15:11:46 main:574] : INFO : Epoch 1879 | loss: 0.0311526 | val_loss: 0.0311656 | Time: 1584.45 ms
[2022-03-31 15:11:47 main:574] : INFO : Epoch 1880 | loss: 0.0311502 | val_loss: 0.0311677 | Time: 1335.91 ms
[2022-03-31 15:11:49 main:574] : INFO : Epoch 1881 | loss: 0.0311483 | val_loss: 0.0311686 | Time: 1417.35 ms
[2022-03-31 15:11:50 main:574] : INFO : Epoch 1882 | loss: 0.0311498 | val_loss: 0.031169 | Time: 1591.49 ms
[2022-03-31 15:11:52 main:574] : INFO : Epoch 1883 | loss: 0.0311521 | val_loss: 0.0311687 | Time: 1569.15 ms
[2022-03-31 15:11:53 main:574] : INFO : Epoch 1884 | loss: 0.0311517 | val_loss: 0.0311673 | Time: 1549.6 ms
[2022-03-31 15:11:55 main:574] : INFO : Epoch 1885 | loss: 0.0311513 | val_loss: 0.0311672 | Time: 1548.98 ms
[2022-03-31 15:11:56 main:574] : INFO : Epoch 1886 | loss: 0.0311509 | val_loss: 0.0311648 | Time: 1583.45 ms
[2022-03-31 15:11:58 main:574] : INFO : Epoch 1887 | loss: 0.0311489 | val_loss: 0.0311633 | Time: 1213.77 ms
[2022-03-31 15:11:59 main:574] : INFO : Epoch 1888 | loss: 0.0311486 | val_loss: 0.0311647 | Time: 1560.53 ms
[2022-03-31 15:12:01 main:574] : INFO : Epoch 1889 | loss: 0.0311496 | val_loss: 0.0311642 | Time: 1565.76 ms
[2022-03-31 15:12:02 main:574] : INFO : Epoch 1890 | loss: 0.0311498 | val_loss: 0.0311701 | Time: 1557.91 ms
[2022-03-31 15:12:04 main:574] : INFO : Epoch 1891 | loss: 0.0311519 | val_loss: 0.0311641 | Time: 1565.53 ms
[2022-03-31 15:12:05 main:574] : INFO : Epoch 1892 | loss: 0.0311565 | val_loss: 0.0311641 | Time: 1564.33 ms
[2022-03-31 15:12:07 main:574] : INFO : Epoch 1893 | loss: 0.0311554 | val_loss: 0.0311652 | Time: 1461.18 ms
[2022-03-31 15:12:08 main:574] : INFO : Epoch 1894 | loss: 0.0311539 | val_loss: 0.031168 | Time: 1302.29 ms
[2022-03-31 15:12:10 main:574] : INFO : Epoch 1895 | loss: 0.031155 | val_loss: 0.0311663 | Time: 1593.35 ms
[2022-03-31 15:12:11 main:574] : INFO : Epoch 1896 | loss: 0.031154 | val_loss: 0.031162 | Time: 1579.47 ms
[2022-03-31 15:12:13 main:574] : INFO : Epoch 1897 | loss: 0.031155 | val_loss: 0.0311644 | Time: 1559.88 ms
[2022-03-31 15:12:14 main:574] : INFO : Epoch 1898 | loss: 0.0311546 | val_loss: 0.0311613 | Time: 1569.16 ms
[2022-03-31 15:12:16 main:574] : INFO : Epoch 1899 | loss: 0.031153 | val_loss: 0.0311641 | Time: 1564.26 ms
[2022-03-31 15:12:17 main:574] : INFO : Epoch 1900 | loss: 0.0311535 | val_loss: 0.0311655 | Time: 1231.44 ms
[2022-03-31 15:12:19 main:574] : INFO : Epoch 1901 | loss: 0.0311508 | val_loss: 0.0311641 | Time: 1499.68 ms
[2022-03-31 15:12:20 main:574] : INFO : Epoch 1902 | loss: 0.0311508 | val_loss: 0.0311668 | Time: 1540.62 ms
[2022-03-31 15:12:22 main:574] : INFO : Epoch 1903 | loss: 0.0311489 | val_loss: 0.0311654 | Time: 1587.83 ms
[2022-03-31 15:12:23 main:574] : INFO : Epoch 1904 | loss: 0.0311479 | val_loss: 0.0311651 | Time: 1542.64 ms
[2022-03-31 15:12:25 main:574] : INFO : Epoch 1905 | loss: 0.0311498 | val_loss: 0.0311643 | Time: 1544.97 ms
[2022-03-31 15:12:27 main:574] : INFO : Epoch 1906 | loss: 0.0311463 | val_loss: 0.0311639 | Time: 1565.48 ms
[2022-03-31 15:12:28 main:574] : INFO : Epoch 1907 | loss: 0.0311477 | val_loss: 0.0311682 | Time: 1234 ms
[2022-03-31 15:12:29 main:574] : INFO : Epoch 1908 | loss: 0.031148 | val_loss: 0.0311666 | Time: 1580 ms
[2022-03-31 15:12:31 main:574] : INFO : Epoch 1909 | loss: 0.0311482 | val_loss: 0.0311644 | Time: 1572.88 ms
[2022-03-31 15:12:33 main:574] : INFO : Epoch 1910 | loss: 0.0311534 | val_loss: 0.031169 | Time: 1582.62 ms
[2022-03-31 15:12:34 main:574] : INFO : Epoch 1911 | loss: 0.0311605 | val_loss: 0.0311758 | Time: 1552.56 ms
[2022-03-31 15:12:36 main:574] : INFO : Epoch 1912 | loss: 0.0311701 | val_loss: 0.0311745 | Time: 1565.42 ms
[2022-03-31 15:12:37 main:574] : INFO : Epoch 1913 | loss: 0.0311688 | val_loss: 0.0311703 | Time: 1329.5 ms
[2022-03-31 15:12:38 main:574] : INFO : Epoch 1914 | loss: 0.0311636 | val_loss: 0.0311693 | Time: 1323.33 ms
[2022-03-31 15:12:40 main:574] : INFO : Epoch 1915 | loss: 0.0311586 | val_loss: 0.0311704 | Time: 1558.08 ms
[2022-03-31 15:12:41 main:574] : INFO : Epoch 1916 | loss: 0.0311594 | val_loss: 0.0311668 | Time: 1571.17 ms
[2022-03-31 15:12:43 main:574] : INFO : Epoch 1917 | loss: 0.0311575 | val_loss: 0.0311686 | Time: 1571.99 ms
[2022-03-31 15:12:45 main:574] : INFO : Epoch 1918 | loss: 0.031163 | val_loss: 0.0311809 | Time: 1580.3 ms
[2022-03-31 15:12:46 main:574] : INFO : Epoch 1919 | loss: 0.0311587 | val_loss: 0.0311688 | Time: 1518.3 ms
[2022-03-31 15:12:47 main:574] : INFO : Epoch 1920 | loss: 0.0311557 | val_loss: 0.031166 | Time: 1193.92 ms
[2022-03-31 15:12:49 main:574] : INFO : Epoch 1921 | loss: 0.0311546 | val_loss: 0.0311633 | Time: 1490.86 ms
[2022-03-31 15:12:50 main:574] : INFO : Epoch 1922 | loss: 0.0311513 | val_loss: 0.031167 | Time: 1564.03 ms
[2022-03-31 15:12:52 main:574] : INFO : Epoch 1923 | loss: 0.0311525 | val_loss: 0.0311673 | Time: 1582.29 ms
[2022-03-31 15:12:54 main:574] : INFO : Epoch 1924 | loss: 0.0311509 | val_loss: 0.0311683 | Time: 1575.93 ms
[2022-03-31 15:12:55 main:574] : INFO : Epoch 1925 | loss: 0.0311478 | val_loss: 0.0311667 | Time: 1553.52 ms
[2022-03-31 15:12:57 main:574] : INFO : Epoch 1926 | loss: 0.0311486 | val_loss: 0.0311658 | Time: 1548.17 ms
[2022-03-31 15:12:58 main:574] : INFO : Epoch 1927 | loss: 0.0311587 | val_loss: 0.0311645 | Time: 1162.97 ms
[2022-03-31 15:12:59 main:574] : INFO : Epoch 1928 | loss: 0.0311578 | val_loss: 0.0311704 | Time: 1555.86 ms
[2022-03-31 15:13:01 main:574] : INFO : Epoch 1929 | loss: 0.0311577 | val_loss: 0.0311654 | Time: 1580.81 ms
[2022-03-31 15:13:03 main:574] : INFO : Epoch 1930 | loss: 0.0311589 | val_loss: 0.0311611 | Time: 1547.09 ms
[2022-03-31 15:13:04 main:574] : INFO : Epoch 1931 | loss: 0.0311555 | val_loss: 0.0311582 | Time: 1564.24 ms
[2022-03-31 15:13:06 main:574] : INFO : Epoch 1932 | loss: 0.0311543 | val_loss: 0.0311609 | Time: 1557.2 ms
[2022-03-31 15:13:07 main:574] : INFO : Epoch 1933 | loss: 0.0311534 | val_loss: 0.0311625 | Time: 1379.26 ms
[2022-03-31 15:13:08 main:574] : INFO : Epoch 1934 | loss: 0.0311527 | val_loss: 0.0311634 | Time: 1321.94 ms
[2022-03-31 15:13:10 main:574] : INFO : Epoch 1935 | loss: 0.0311514 | val_loss: 0.0311634 | Time: 1569.56 ms
[2022-03-31 15:13:11 main:574] : INFO : Epoch 1936 | loss: 0.0311507 | val_loss: 0.0311647 | Time: 1549.4 ms
[2022-03-31 15:13:13 main:574] : INFO : Epoch 1937 | loss: 0.031152 | val_loss: 0.0311616 | Time: 1572.01 ms
[2022-03-31 15:13:15 main:574] : INFO : Epoch 1938 | loss: 0.0311505 | val_loss: 0.0311615 | Time: 1557.49 ms
[2022-03-31 15:13:16 main:574] : INFO : Epoch 1939 | loss: 0.0311497 | val_loss: 0.03116 | Time: 1563.8 ms
[2022-03-31 15:13:17 main:574] : INFO : Epoch 1940 | loss: 0.0311493 | val_loss: 0.0311598 | Time: 1188.27 ms
[2022-03-31 15:13:19 main:574] : INFO : Epoch 1941 | loss: 0.0311479 | val_loss: 0.0311623 | Time: 1449.61 ms
[2022-03-31 15:13:20 main:574] : INFO : Epoch 1942 | loss: 0.031147 | val_loss: 0.0311654 | Time: 1564.96 ms
[2022-03-31 15:13:22 main:574] : INFO : Epoch 1943 | loss: 0.0311464 | val_loss: 0.0311799 | Time: 1552.67 ms
[2022-03-31 15:13:23 main:574] : INFO : Epoch 1944 | loss: 0.0311709 | val_loss: 0.0311836 | Time: 1525.95 ms
[2022-03-31 15:13:25 main:574] : INFO : Epoch 1945 | loss: 0.0311755 | val_loss: 0.0311909 | Time: 1535.44 ms
[2022-03-31 15:13:27 main:574] : INFO : Epoch 1946 | loss: 0.0311772 | val_loss: 0.0311822 | Time: 1574.67 ms
[2022-03-31 15:13:28 main:574] : INFO : Epoch 1947 | loss: 0.0311669 | val_loss: 0.0311782 | Time: 1518.06 ms
[2022-03-31 15:13:30 main:574] : INFO : Epoch 1948 | loss: 0.0311638 | val_loss: 0.0311742 | Time: 1583.99 ms
[2022-03-31 15:13:31 main:574] : INFO : Epoch 1949 | loss: 0.0311605 | val_loss: 0.0311723 | Time: 1557.68 ms
[2022-03-31 15:13:33 main:574] : INFO : Epoch 1950 | loss: 0.0311565 | val_loss: 0.0311701 | Time: 1579.4 ms
[2022-03-31 15:13:34 main:574] : INFO : Epoch 1951 | loss: 0.0311549 | val_loss: 0.0311724 | Time: 1555.27 ms
[2022-03-31 15:13:36 main:574] : INFO : Epoch 1952 | loss: 0.0311564 | val_loss: 0.031172 | Time: 1556.53 ms
[2022-03-31 15:13:37 main:574] : INFO : Epoch 1953 | loss: 0.0311548 | val_loss: 0.0311726 | Time: 1358.98 ms
[2022-03-31 15:13:39 main:574] : INFO : Epoch 1954 | loss: 0.0311532 | val_loss: 0.0311719 | Time: 1412.43 ms
[2022-03-31 15:13:40 main:574] : INFO : Epoch 1955 | loss: 0.0311527 | val_loss: 0.0311715 | Time: 1546.97 ms
[2022-03-31 15:13:42 main:574] : INFO : Epoch 1956 | loss: 0.0311517 | val_loss: 0.0311697 | Time: 1544.15 ms
[2022-03-31 15:13:43 main:574] : INFO : Epoch 1957 | loss: 0.03115 | val_loss: 0.0311702 | Time: 1563.36 ms
[2022-03-31 15:13:45 main:574] : INFO : Epoch 1958 | loss: 0.0311494 | val_loss: 0.0311672 | Time: 1574.93 ms
[2022-03-31 15:13:47 main:574] : INFO : Epoch 1959 | loss: 0.0311517 | val_loss: 0.0311754 | Time: 1552.86 ms
[2022-03-31 15:13:48 main:574] : INFO : Epoch 1960 | loss: 0.0311515 | val_loss: 0.0311711 | Time: 1198.86 ms
[2022-03-31 15:13:49 main:574] : INFO : Epoch 1961 | loss: 0.0311486 | val_loss: 0.0311705 | Time: 1563.41 ms
[2022-03-31 15:13:51 main:574] : INFO : Epoch 1962 | loss: 0.0311475 | val_loss: 0.0311688 | Time: 1583.52 ms
[2022-03-31 15:13:52 main:574] : INFO : Epoch 1963 | loss: 0.0311503 | val_loss: 0.031173 | Time: 1588.15 ms
[2022-03-31 15:13:54 main:574] : INFO : Epoch 1964 | loss: 0.0311504 | val_loss: 0.0311711 | Time: 1577.89 ms
[2022-03-31 15:13:56 main:574] : INFO : Epoch 1965 | loss: 0.0311476 | val_loss: 0.0311724 | Time: 1574.78 ms
[2022-03-31 15:13:57 main:574] : INFO : Epoch 1966 | loss: 0.0311466 | val_loss: 0.031171 | Time: 1460.87 ms
[2022-03-31 15:13:58 main:574] : INFO : Epoch 1967 | loss: 0.0311451 | val_loss: 0.0311695 | Time: 1252.6 ms
[2022-03-31 15:14:00 main:574] : INFO : Epoch 1968 | loss: 0.0311458 | val_loss: 0.0311762 | Time: 1584.2 ms
[2022-03-31 15:14:01 main:574] : INFO : Epoch 1969 | loss: 0.0311447 | val_loss: 0.0311751 | Time: 1560.96 ms
[2022-03-31 15:14:03 main:574] : INFO : Epoch 1970 | loss: 0.0311426 | val_loss: 0.0311694 | Time: 1592.27 ms
[2022-03-31 15:14:05 main:574] : INFO : Epoch 1971 | loss: 0.0311406 | val_loss: 0.0311742 | Time: 1554.74 ms
[2022-03-31 15:14:06 main:574] : INFO : Epoch 1972 | loss: 0.0311419 | val_loss: 0.0311747 | Time: 1540.66 ms
[2022-03-31 15:14:07 main:574] : INFO : Epoch 1973 | loss: 0.03114 | val_loss: 0.0311715 | Time: 1252.02 ms
[2022-03-31 15:14:09 main:574] : INFO : Epoch 1974 | loss: 0.031144 | val_loss: 0.0311813 | Time: 1450.76 ms
[2022-03-31 15:14:10 main:574] : INFO : Epoch 1975 | loss: 0.0311493 | val_loss: 0.0311747 | Time: 1549.43 ms
[2022-03-31 15:14:12 main:574] : INFO : Epoch 1976 | loss: 0.031144 | val_loss: 0.0311707 | Time: 1562.78 ms
[2022-03-31 15:14:14 main:574] : INFO : Epoch 1977 | loss: 0.0311441 | val_loss: 0.0311738 | Time: 1573.01 ms
[2022-03-31 15:14:15 main:574] : INFO : Epoch 1978 | loss: 0.0311471 | val_loss: 0.03117 | Time: 1530.37 ms
[2022-03-31 15:14:17 main:574] : INFO : Epoch 1979 | loss: 0.031145 | val_loss: 0.0311708 | Time: 1550.54 ms
[2022-03-31 15:14:18 main:574] : INFO : Epoch 1980 | loss: 0.0311468 | val_loss: 0.0311709 | Time: 1186.83 ms
[2022-03-31 15:14:19 main:574] : INFO : Epoch 1981 | loss: 0.0311479 | val_loss: 0.0311747 | Time: 1567.19 ms
[2022-03-31 15:14:21 main:574] : INFO : Epoch 1982 | loss: 0.0311479 | val_loss: 0.0311729 | Time: 1570.96 ms
[2022-03-31 15:14:23 main:574] : INFO : Epoch 1983 | loss: 0.0311472 | val_loss: 0.0311733 | Time: 1546.85 ms
[2022-03-31 15:14:24 main:574] : INFO : Epoch 1984 | loss: 0.0311497 | val_loss: 0.0311664 | Time: 1540.34 ms
[2022-03-31 15:14:26 main:574] : INFO : Epoch 1985 | loss: 0.0311513 | val_loss: 0.0311653 | Time: 1591.75 ms
[2022-03-31 15:14:27 main:574] : INFO : Epoch 1986 | loss: 0.0311549 | val_loss: 0.0311824 | Time: 1387.15 ms
[2022-03-31 15:14:29 main:574] : INFO : Epoch 1987 | loss: 0.0311619 | val_loss: 0.031177 | Time: 1453.42 ms
[2022-03-31 15:14:30 main:574] : INFO : Epoch 1988 | loss: 0.0311598 | val_loss: 0.0311746 | Time: 1556.36 ms
[2022-03-31 15:14:32 main:574] : INFO : Epoch 1989 | loss: 0.0311546 | val_loss: 0.0311718 | Time: 1556.91 ms
[2022-03-31 15:14:33 main:574] : INFO : Epoch 1990 | loss: 0.0311536 | val_loss: 0.0311763 | Time: 1587.55 ms
[2022-03-31 15:14:35 main:574] : INFO : Epoch 1991 | loss: 0.0311536 | val_loss: 0.0311766 | Time: 1562.08 ms
[2022-03-31 15:14:36 main:574] : INFO : Epoch 1992 | loss: 0.0311597 | val_loss: 0.0311751 | Time: 1575.6 ms
[2022-03-31 15:14:38 main:574] : INFO : Epoch 1993 | loss: 0.0311573 | val_loss: 0.0311728 | Time: 1197.77 ms
[2022-03-31 15:14:39 main:574] : INFO : Epoch 1994 | loss: 0.0311524 | val_loss: 0.0311692 | Time: 1496.44 ms
[2022-03-31 15:14:41 main:574] : INFO : Epoch 1995 | loss: 0.0311515 | val_loss: 0.031171 | Time: 1538.61 ms
[2022-03-31 15:14:42 main:574] : INFO : Epoch 1996 | loss: 0.0311533 | val_loss: 0.0311676 | Time: 1554.51 ms
[2022-03-31 15:14:44 main:574] : INFO : Epoch 1997 | loss: 0.0311503 | val_loss: 0.0311691 | Time: 1583.6 ms
[2022-03-31 15:14:45 main:574] : INFO : Epoch 1998 | loss: 0.0311527 | val_loss: 0.0311702 | Time: 1563.46 ms
[2022-03-31 15:14:47 main:574] : INFO : Epoch 1999 | loss: 0.0311518 | val_loss: 0.0311669 | Time: 1532.88 ms
[2022-03-31 15:14:48 main:574] : INFO : Epoch 2000 | loss: 0.0311521 | val_loss: 0.0311733 | Time: 1162.77 ms
[2022-03-31 15:14:50 main:574] : INFO : Epoch 2001 | loss: 0.0311538 | val_loss: 0.0311684 | Time: 1567.19 ms
[2022-03-31 15:14:51 main:574] : INFO : Epoch 2002 | loss: 0.0311609 | val_loss: 0.0311677 | Time: 1580.71 ms
[2022-03-31 15:14:53 main:574] : INFO : Epoch 2003 | loss: 0.0311537 | val_loss: 0.0311669 | Time: 1579.39 ms
[2022-03-31 15:14:54 main:574] : INFO : Epoch 2004 | loss: 0.0311518 | val_loss: 0.0311667 | Time: 1546.81 ms
[2022-03-31 15:14:56 main:574] : INFO : Epoch 2005 | loss: 0.0311469 | val_loss: 0.0311645 | Time: 1524.73 ms
[2022-03-31 15:14:57 main:574] : INFO : Epoch 2006 | loss: 0.0311473 | val_loss: 0.0311681 | Time: 1416.93 ms
[2022-03-31 15:14:59 main:574] : INFO : Epoch 2007 | loss: 0.0311466 | val_loss: 0.0311678 | Time: 1328.49 ms
[2022-03-31 15:15:00 main:574] : INFO : Epoch 2008 | loss: 0.031144 | val_loss: 0.0311651 | Time: 1561.4 ms
[2022-03-31 15:15:02 main:574] : INFO : Epoch 2009 | loss: 0.0311429 | val_loss: 0.0311649 | Time: 1584.46 ms
[2022-03-31 15:15:03 main:574] : INFO : Epoch 2010 | loss: 0.0311456 | val_loss: 0.0311667 | Time: 1566.01 ms
[2022-03-31 15:15:05 main:574] : INFO : Epoch 2011 | loss: 0.0311524 | val_loss: 0.0311838 | Time: 1582.39 ms
[2022-03-31 15:15:07 main:574] : INFO : Epoch 2012 | loss: 0.031177 | val_loss: 0.0311817 | Time: 1645.78 ms
[2022-03-31 15:15:08 main:574] : INFO : Epoch 2013 | loss: 0.0311752 | val_loss: 0.0311834 | Time: 1199.74 ms
[2022-03-31 15:15:09 main:574] : INFO : Epoch 2014 | loss: 0.0311713 | val_loss: 0.031171 | Time: 1539.66 ms
[2022-03-31 15:15:11 main:574] : INFO : Epoch 2015 | loss: 0.031166 | val_loss: 0.031173 | Time: 1541.1 ms
[2022-03-31 15:15:12 main:574] : INFO : Epoch 2016 | loss: 0.031164 | val_loss: 0.0311732 | Time: 1533.16 ms
[2022-03-31 15:15:14 main:574] : INFO : Epoch 2017 | loss: 0.031162 | val_loss: 0.0311721 | Time: 1597.46 ms
[2022-03-31 15:15:16 main:574] : INFO : Epoch 2018 | loss: 0.0311616 | val_loss: 0.0311731 | Time: 1553.39 ms
[2022-03-31 15:15:17 main:574] : INFO : Epoch 2019 | loss: 0.0311662 | val_loss: 0.0311767 | Time: 1503.89 ms
[2022-03-31 15:15:18 main:574] : INFO : Epoch 2020 | loss: 0.0311691 | val_loss: 0.0311737 | Time: 1214.45 ms
[2022-03-31 15:15:20 main:574] : INFO : Epoch 2021 | loss: 0.0311634 | val_loss: 0.0311729 | Time: 1532.28 ms
[2022-03-31 15:15:21 main:574] : INFO : Epoch 2022 | loss: 0.031163 | val_loss: 0.0311731 | Time: 1569.81 ms
[2022-03-31 15:15:23 main:574] : INFO : Epoch 2023 | loss: 0.0311596 | val_loss: 0.0311702 | Time: 1584.83 ms
[2022-03-31 15:15:24 main:574] : INFO : Epoch 2024 | loss: 0.0311559 | val_loss: 0.0311718 | Time: 1555.25 ms
[2022-03-31 15:15:26 main:574] : INFO : Epoch 2025 | loss: 0.0311545 | val_loss: 0.031173 | Time: 1577.23 ms
[2022-03-31 15:15:27 main:574] : INFO : Epoch 2026 | loss: 0.0311552 | val_loss: 0.0311733 | Time: 1369.45 ms
[2022-03-31 15:15:29 main:574] : INFO : Epoch 2027 | loss: 0.0311542 | val_loss: 0.031169 | Time: 1408.58 ms
[2022-03-31 15:15:30 main:574] : INFO : Epoch 2028 | loss: 0.031155 | val_loss: 0.0311704 | Time: 1553.93 ms
[2022-03-31 15:15:32 main:574] : INFO : Epoch 2029 | loss: 0.0311539 | val_loss: 0.0311723 | Time: 1570.98 ms
[2022-03-31 15:15:34 main:574] : INFO : Epoch 2030 | loss: 0.0311525 | val_loss: 0.0311725 | Time: 1576.5 ms
[2022-03-31 15:15:35 main:574] : INFO : Epoch 2031 | loss: 0.0311523 | val_loss: 0.0311704 | Time: 1560.56 ms
[2022-03-31 15:15:37 main:574] : INFO : Epoch 2032 | loss: 0.0311517 | val_loss: 0.031172 | Time: 1540.57 ms
[2022-03-31 15:15:38 main:574] : INFO : Epoch 2033 | loss: 0.0311506 | val_loss: 0.0311702 | Time: 1135.82 ms
[2022-03-31 15:15:39 main:574] : INFO : Epoch 2034 | loss: 0.0311503 | val_loss: 0.0311757 | Time: 1555.86 ms
[2022-03-31 15:15:41 main:574] : INFO : Epoch 2035 | loss: 0.0311521 | val_loss: 0.0311762 | Time: 1590.6 ms
[2022-03-31 15:15:43 main:574] : INFO : Epoch 2036 | loss: 0.0311535 | val_loss: 0.031169 | Time: 1584.82 ms
[2022-03-31 15:15:44 main:574] : INFO : Epoch 2037 | loss: 0.0311535 | val_loss: 0.0311688 | Time: 1574.51 ms
[2022-03-31 15:15:46 main:574] : INFO : Epoch 2038 | loss: 0.0311548 | val_loss: 0.031174 | Time: 1595.55 ms
[2022-03-31 15:15:47 main:574] : INFO : Epoch 2039 | loss: 0.0311529 | val_loss: 0.0311752 | Time: 1447.34 ms
[2022-03-31 15:15:48 main:574] : INFO : Epoch 2040 | loss: 0.0311514 | val_loss: 0.031173 | Time: 1169.23 ms
[2022-03-31 15:15:50 main:574] : INFO : Epoch 2041 | loss: 0.031152 | val_loss: 0.0311706 | Time: 1553.36 ms
[2022-03-31 15:15:51 main:574] : INFO : Epoch 2042 | loss: 0.0311629 | val_loss: 0.0311738 | Time: 1576.32 ms
[2022-03-31 15:15:53 main:574] : INFO : Epoch 2043 | loss: 0.0311632 | val_loss: 0.0311713 | Time: 1543.52 ms
[2022-03-31 15:15:55 main:574] : INFO : Epoch 2044 | loss: 0.0311626 | val_loss: 0.031172 | Time: 1536.11 ms
[2022-03-31 15:15:56 main:574] : INFO : Epoch 2045 | loss: 0.031161 | val_loss: 0.0311751 | Time: 1522.05 ms
[2022-03-31 15:15:57 main:574] : INFO : Epoch 2046 | loss: 0.0311609 | val_loss: 0.0311775 | Time: 1386.26 ms
[2022-03-31 15:15:59 main:574] : INFO : Epoch 2047 | loss: 0.0311605 | val_loss: 0.03117 | Time: 1375.11 ms
[2022-03-31 15:16:00 main:574] : INFO : Epoch 2048 | loss: 0.0311562 | val_loss: 0.0311693 | Time: 1557.76 ms
[2022-03-31 15:16:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311693
[2022-03-31 15:16:00 main:603] : INFO : Saving end state to config to file
[2022-03-31 15:16:00 main:608] : INFO : Success, exiting..
15:16:00 (9492): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)