Task 7791808
| Name | ParityModified-1631731416-5441-1_1 |
| Workunit | 5110390 |
| Created | 3 Oct 2021, 18:56:50 UTC |
| Sent | 3 Oct 2021, 20:00:52 UTC |
| Report deadline | 10 Oct 2021, 20:00:52 UTC |
| Received | 4 Oct 2021, 9:28:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15474 |
| Run time | 54 min 41 sec |
| CPU time | 54 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,876.52 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.44 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 04 11:15:09 main:581] : INFO : Epoch 1538 | loss: 0.0311423 | val_loss: 0.0311795 | Time: 1617.59 ms [2021-10-04 11:15:11 main:581] : INFO : Epoch 1539 | loss: 0.0311379 | val_loss: 0.0311735 | Time: 1614.96 ms [2021-10-04 11:15:12 main:581] : INFO : Epoch 1540 | loss: 0.031143 | val_loss: 0.0311837 | Time: 1445.6 ms [2021-10-04 11:15:14 main:581] : INFO : Epoch 1541 | loss: 0.0311443 | val_loss: 0.0311862 | Time: 1516.5 ms [2021-10-04 11:15:15 main:581] : INFO : Epoch 1542 | loss: 0.0311417 | val_loss: 0.0311761 | Time: 1672.39 ms [2021-10-04 11:15:17 main:581] : INFO : Epoch 1543 | loss: 0.0311413 | val_loss: 0.0311878 | Time: 1531.79 ms [2021-10-04 11:15:18 main:581] : INFO : Epoch 1544 | loss: 0.031144 | val_loss: 0.0311826 | Time: 1550.12 ms [2021-10-04 11:15:20 main:581] : INFO : Epoch 1545 | loss: 0.0311394 | val_loss: 0.0311769 | Time: 1631.18 ms [2021-10-04 11:15:21 main:581] : INFO : Epoch 1546 | loss: 0.0311394 | val_loss: 0.0311825 | Time: 1501.45 ms [2021-10-04 11:15:23 main:581] : INFO : Epoch 1547 | loss: 0.0311402 | val_loss: 0.0311756 | Time: 1625.78 ms [2021-10-04 11:15:25 main:581] : INFO : Epoch 1548 | loss: 0.0311391 | val_loss: 0.0311786 | Time: 1690.96 ms [2021-10-04 11:15:26 main:581] : INFO : Epoch 1549 | loss: 0.0311402 | val_loss: 0.0311814 | Time: 1608.06 ms [2021-10-04 11:15:28 main:581] : INFO : Epoch 1550 | loss: 0.0311422 | val_loss: 0.0311761 | Time: 1635.97 ms [2021-10-04 11:15:30 main:581] : INFO : Epoch 1551 | loss: 0.0311386 | val_loss: 0.0311771 | Time: 1521.43 ms [2021-10-04 11:15:31 main:581] : INFO : Epoch 1552 | loss: 0.0311378 | val_loss: 0.0311846 | Time: 1649.22 ms [2021-10-04 11:15:33 main:581] : INFO : Epoch 1553 | loss: 0.0311395 | val_loss: 0.0311794 | Time: 1591.12 ms [2021-10-04 11:15:35 main:581] : INFO : Epoch 1554 | loss: 0.0311431 | val_loss: 0.0311814 | Time: 1687.85 ms [2021-10-04 11:15:36 main:581] : INFO : Epoch 1555 | loss: 0.0311421 | val_loss: 0.031177 | Time: 1566.17 ms [2021-10-04 11:15:38 main:581] : INFO : Epoch 1556 | loss: 0.0311407 | val_loss: 0.0311798 | Time: 1447.27 ms [2021-10-04 11:15:39 main:581] : INFO : Epoch 1557 | loss: 0.0311406 | val_loss: 0.0311736 | Time: 1550.61 ms [2021-10-04 11:15:41 main:581] : INFO : Epoch 1558 | loss: 0.0311454 | val_loss: 0.0311782 | Time: 1497.61 ms [2021-10-04 11:15:42 main:581] : INFO : Epoch 1559 | loss: 0.0311487 | val_loss: 0.0311776 | Time: 1466.56 ms [2021-10-04 11:15:44 main:581] : INFO : Epoch 1560 | loss: 0.0311424 | val_loss: 0.0311755 | Time: 1532.47 ms [2021-10-04 11:15:45 main:581] : INFO : Epoch 1561 | loss: 0.0311404 | val_loss: 0.031173 | Time: 1545.32 ms [2021-10-04 11:15:47 main:581] : INFO : Epoch 1562 | loss: 0.0311401 | val_loss: 0.0311734 | Time: 1564.52 ms [2021-10-04 11:15:48 main:581] : INFO : Epoch 1563 | loss: 0.0311396 | val_loss: 0.0311778 | Time: 1620.31 ms [2021-10-04 11:15:50 main:581] : INFO : Epoch 1564 | loss: 0.0311401 | val_loss: 0.0311709 | Time: 1707.08 ms [2021-10-04 11:15:52 main:581] : INFO : Epoch 1565 | loss: 0.0311368 | val_loss: 0.0311752 | Time: 1598.6 ms [2021-10-04 11:15:53 main:581] : INFO : Epoch 1566 | loss: 0.0311439 | val_loss: 0.0311765 | Time: 1580.73 ms [2021-10-04 11:15:55 main:581] : INFO : Epoch 1567 | loss: 0.0311417 | val_loss: 0.0311706 | Time: 1602.6 ms [2021-10-04 11:15:56 main:581] : INFO : Epoch 1568 | loss: 0.0311445 | val_loss: 0.0311713 | Time: 1559.8 ms [2021-10-04 11:15:58 main:581] : INFO : Epoch 1569 | loss: 0.0311402 | val_loss: 0.0311733 | Time: 1558.06 ms [2021-10-04 11:15:59 main:581] : INFO : Epoch 1570 | loss: 0.0311399 | val_loss: 0.0311737 | Time: 1489.15 ms [2021-10-04 11:16:01 main:581] : INFO : Epoch 1571 | loss: 0.0311424 | val_loss: 0.0311707 | Time: 1623.56 ms [2021-10-04 11:16:03 main:581] : INFO : Epoch 1572 | loss: 0.0311464 | val_loss: 0.0311769 | Time: 1750.13 ms [2021-10-04 11:16:04 main:581] : INFO : Epoch 1573 | loss: 0.0311429 | val_loss: 0.0311812 | Time: 1539.58 ms [2021-10-04 11:16:06 main:581] : INFO : Epoch 1574 | loss: 0.0311406 | val_loss: 0.0311766 | Time: 1600.7 ms [2021-10-04 11:16:07 main:581] : INFO : Epoch 1575 | loss: 0.0311398 | val_loss: 0.0311724 | Time: 1539.77 ms [2021-10-04 11:16:09 main:581] : INFO : Epoch 1576 | loss: 0.0311378 | val_loss: 0.0311714 | Time: 1556.09 ms [2021-10-04 11:16:11 main:581] : INFO : Epoch 1577 | loss: 0.0311378 | val_loss: 0.0311695 | Time: 1589.64 ms [2021-10-04 11:16:12 main:581] : INFO : Epoch 1578 | loss: 0.0311396 | val_loss: 0.0311708 | Time: 1532.84 ms [2021-10-04 11:16:14 main:581] : INFO : Epoch 1579 | loss: 0.0311385 | val_loss: 0.0311754 | Time: 1554.84 ms [2021-10-04 11:16:15 main:581] : INFO : Epoch 1580 | loss: 0.0311385 | val_loss: 0.0311791 | Time: 1697.14 ms [2021-10-04 11:16:17 main:581] : INFO : Epoch 1581 | loss: 0.0311369 | val_loss: 0.031182 | Time: 1591.42 ms [2021-10-04 11:16:19 main:581] : INFO : Epoch 1582 | loss: 0.031145 | val_loss: 0.0311773 | Time: 1606.49 ms [2021-10-04 11:16:20 main:581] : INFO : Epoch 1583 | loss: 0.0311437 | val_loss: 0.0311771 | Time: 1600.37 ms [2021-10-04 11:16:22 main:581] : INFO : Epoch 1584 | loss: 0.031143 | val_loss: 0.0311731 | Time: 1592 ms [2021-10-04 11:16:23 main:581] : INFO : Epoch 1585 | loss: 0.0311438 | val_loss: 0.0311768 | Time: 1652.63 ms [2021-10-04 11:16:25 main:581] : INFO : Epoch 1586 | loss: 0.0311477 | val_loss: 0.0311817 | Time: 1545.26 ms [2021-10-04 11:16:26 main:581] : INFO : Epoch 1587 | loss: 0.0311482 | val_loss: 0.0311781 | Time: 1482.3 ms [2021-10-04 11:16:28 main:581] : INFO : Epoch 1588 | loss: 0.0311482 | val_loss: 0.0311792 | Time: 1553.57 ms [2021-10-04 11:16:30 main:581] : INFO : Epoch 1589 | loss: 0.0311472 | val_loss: 0.0311784 | Time: 1479.01 ms [2021-10-04 11:16:31 main:581] : INFO : Epoch 1590 | loss: 0.0311464 | val_loss: 0.0311744 | Time: 1601.29 ms [2021-10-04 11:16:33 main:581] : INFO : Epoch 1591 | loss: 0.0311454 | val_loss: 0.031187 | Time: 1573.94 ms [2021-10-04 11:16:34 main:581] : INFO : Epoch 1592 | loss: 0.0311463 | val_loss: 0.0311796 | Time: 1533.45 ms [2021-10-04 11:16:36 main:581] : INFO : Epoch 1593 | loss: 0.0311416 | val_loss: 0.031182 | Time: 1664.68 ms [2021-10-04 11:16:37 main:581] : INFO : Epoch 1594 | loss: 0.0311389 | val_loss: 0.0311774 | Time: 1531.96 ms [2021-10-04 11:16:39 main:581] : INFO : Epoch 1595 | loss: 0.031142 | val_loss: 0.0311757 | Time: 1586.09 ms [2021-10-04 11:16:41 main:581] : INFO : Epoch 1596 | loss: 0.0311417 | val_loss: 0.0311764 | Time: 1667.08 ms [2021-10-04 11:16:42 main:581] : INFO : Epoch 1597 | loss: 0.0311393 | val_loss: 0.0311727 | Time: 1729.7 ms [2021-10-04 11:16:44 main:581] : INFO : Epoch 1598 | loss: 0.0311386 | val_loss: 0.0311759 | Time: 1594.91 ms [2021-10-04 11:16:46 main:581] : INFO : Epoch 1599 | loss: 0.0311398 | val_loss: 0.0311769 | Time: 1679.89 ms [2021-10-04 11:16:47 main:581] : INFO : Epoch 1600 | loss: 0.0311431 | val_loss: 0.031173 | Time: 1563.65 ms [2021-10-04 11:16:49 main:581] : INFO : Epoch 1601 | loss: 0.0311394 | val_loss: 0.0311744 | Time: 1481.08 ms [2021-10-04 11:16:50 main:581] : INFO : Epoch 1602 | loss: 0.0311478 | val_loss: 0.0311734 | Time: 1592.03 ms [2021-10-04 11:16:52 main:581] : INFO : Epoch 1603 | loss: 0.0311534 | val_loss: 0.0311729 | Time: 1507.23 ms [2021-10-04 11:16:53 main:581] : INFO : Epoch 1604 | loss: 0.0311581 | val_loss: 0.0311703 | Time: 1445.79 ms [2021-10-04 11:16:55 main:581] : INFO : Epoch 1605 | loss: 0.0311558 | val_loss: 0.0311667 | Time: 1516.15 ms [2021-10-04 11:16:56 main:581] : INFO : Epoch 1606 | loss: 0.0311556 | val_loss: 0.0311721 | Time: 1513.31 ms [2021-10-04 11:16:58 main:581] : INFO : Epoch 1607 | loss: 0.0311575 | val_loss: 0.0311692 | Time: 1647.63 ms [2021-10-04 11:17:00 main:581] : INFO : Epoch 1608 | loss: 0.0311548 | val_loss: 0.0311679 | Time: 1600.27 ms [2021-10-04 11:17:01 main:581] : INFO : Epoch 1609 | loss: 0.0311546 | val_loss: 0.0311706 | Time: 1572.4 ms [2021-10-04 11:17:03 main:581] : INFO : Epoch 1610 | loss: 0.0311528 | val_loss: 0.0311681 | Time: 1546.14 ms [2021-10-04 11:17:04 main:581] : INFO : Epoch 1611 | loss: 0.03116 | val_loss: 0.0311719 | Time: 1434.34 ms [2021-10-04 11:17:06 main:581] : INFO : Epoch 1612 | loss: 0.0311582 | val_loss: 0.0311731 | Time: 1453.24 ms [2021-10-04 11:17:07 main:581] : INFO : Epoch 1613 | loss: 0.0311566 | val_loss: 0.0311711 | Time: 1515.76 ms [2021-10-04 11:17:09 main:581] : INFO : Epoch 1614 | loss: 0.031155 | val_loss: 0.0311687 | Time: 1572.97 ms [2021-10-04 11:17:10 main:581] : INFO : Epoch 1615 | loss: 0.0311547 | val_loss: 0.0311655 | Time: 1560.85 ms [2021-10-04 11:17:12 main:581] : INFO : Epoch 1616 | loss: 0.0311522 | val_loss: 0.0311684 | Time: 1544.11 ms [2021-10-04 11:17:13 main:581] : INFO : Epoch 1617 | loss: 0.0311515 | val_loss: 0.0311684 | Time: 1622.1 ms [2021-10-04 11:17:15 main:581] : INFO : Epoch 1618 | loss: 0.0311515 | val_loss: 0.0311664 | Time: 1508.52 ms [2021-10-04 11:17:17 main:581] : INFO : Epoch 1619 | loss: 0.0311502 | val_loss: 0.03117 | Time: 1694.21 ms [2021-10-04 11:17:18 main:581] : INFO : Epoch 1620 | loss: 0.0311521 | val_loss: 0.0311681 | Time: 1503.6 ms [2021-10-04 11:17:20 main:581] : INFO : Epoch 1621 | loss: 0.0311491 | val_loss: 0.0311703 | Time: 1492.01 ms [2021-10-04 11:17:21 main:581] : INFO : Epoch 1622 | loss: 0.0311481 | val_loss: 0.0311711 | Time: 1508.51 ms [2021-10-04 11:17:23 main:581] : INFO : Epoch 1623 | loss: 0.0311482 | val_loss: 0.0311735 | Time: 1587.11 ms [2021-10-04 11:17:24 main:581] : INFO : Epoch 1624 | loss: 0.0311481 | val_loss: 0.0311693 | Time: 1536.92 ms [2021-10-04 11:17:26 main:581] : INFO : Epoch 1625 | loss: 0.0311498 | val_loss: 0.031175 | Time: 1606.77 ms [2021-10-04 11:17:27 main:581] : INFO : Epoch 1626 | loss: 0.031148 | val_loss: 0.0311695 | Time: 1511.34 ms [2021-10-04 11:17:29 main:581] : INFO : Epoch 1627 | loss: 0.0311467 | val_loss: 0.0311689 | Time: 1576.44 ms [2021-10-04 11:17:30 main:581] : INFO : Epoch 1628 | loss: 0.0311431 | val_loss: 0.0311696 | Time: 1504.76 ms [2021-10-04 11:17:32 main:581] : INFO : Epoch 1629 | loss: 0.0311429 | val_loss: 0.0311769 | Time: 1593.69 ms [2021-10-04 11:17:34 main:581] : INFO : Epoch 1630 | loss: 0.031142 | val_loss: 0.0311779 | Time: 1561.57 ms [2021-10-04 11:17:35 main:581] : INFO : Epoch 1631 | loss: 0.0311435 | val_loss: 0.0311731 | Time: 1623.25 ms [2021-10-04 11:17:37 main:581] : INFO : Epoch 1632 | loss: 0.031142 | val_loss: 0.0311714 | Time: 1625.1 ms [2021-10-04 11:17:38 main:581] : INFO : Epoch 1633 | loss: 0.0311427 | val_loss: 0.0311746 | Time: 1476.77 ms [2021-10-04 11:17:40 main:581] : INFO : Epoch 1634 | loss: 0.0311431 | val_loss: 0.0311761 | Time: 1602.18 ms [2021-10-04 11:17:41 main:581] : INFO : Epoch 1635 | loss: 0.0311433 | val_loss: 0.0311657 | Time: 1506.4 ms [2021-10-04 11:17:43 main:581] : INFO : Epoch 1636 | loss: 0.0311418 | val_loss: 0.0311683 | Time: 1588.5 ms [2021-10-04 11:17:45 main:581] : INFO : Epoch 1637 | loss: 0.0311407 | val_loss: 0.0311709 | Time: 1536.95 ms [2021-10-04 11:17:46 main:581] : INFO : Epoch 1638 | loss: 0.0311423 | val_loss: 0.03117 | Time: 1487.23 ms [2021-10-04 11:17:48 main:581] : INFO : Epoch 1639 | loss: 0.0311443 | val_loss: 0.0311688 | Time: 1592.24 ms [2021-10-04 11:17:49 main:581] : INFO : Epoch 1640 | loss: 0.0311422 | val_loss: 0.0311695 | Time: 1468.35 ms [2021-10-04 11:17:51 main:581] : INFO : Epoch 1641 | loss: 0.0311425 | val_loss: 0.0311681 | Time: 1580.34 ms [2021-10-04 11:17:52 main:581] : INFO : Epoch 1642 | loss: 0.0311435 | val_loss: 0.0311706 | Time: 1473.13 ms [2021-10-04 11:17:54 main:581] : INFO : Epoch 1643 | loss: 0.0311434 | val_loss: 0.0311731 | Time: 1455.9 ms [2021-10-04 11:17:55 main:581] : INFO : Epoch 1644 | loss: 0.0311412 | val_loss: 0.0311706 | Time: 1590.55 ms [2021-10-04 11:17:57 main:581] : INFO : Epoch 1645 | loss: 0.0311385 | val_loss: 0.0311683 | Time: 1592.43 ms [2021-10-04 11:17:58 main:581] : INFO : Epoch 1646 | loss: 0.0311398 | val_loss: 0.0311738 | Time: 1611.77 ms [2021-10-04 11:18:00 main:581] : INFO : Epoch 1647 | loss: 0.031146 | val_loss: 0.0311709 | Time: 1602.29 ms [2021-10-04 11:18:02 main:581] : INFO : Epoch 1648 | loss: 0.0311424 | val_loss: 0.0311757 | Time: 1612.92 ms [2021-10-04 11:18:03 main:581] : INFO : Epoch 1649 | loss: 0.0311402 | val_loss: 0.0311723 | Time: 1588.52 ms [2021-10-04 11:18:05 main:581] : INFO : Epoch 1650 | loss: 0.0311414 | val_loss: 0.0311748 | Time: 1664.64 ms [2021-10-04 11:18:06 main:581] : INFO : Epoch 1651 | loss: 0.0311391 | val_loss: 0.0311721 | Time: 1644.49 ms [2021-10-04 11:18:08 main:581] : INFO : Epoch 1652 | loss: 0.0311401 | val_loss: 0.0311751 | Time: 1598.9 ms [2021-10-04 11:18:10 main:581] : INFO : Epoch 1653 | loss: 0.0311376 | val_loss: 0.0311713 | Time: 1618.26 ms [2021-10-04 11:18:11 main:581] : INFO : Epoch 1654 | loss: 0.0311392 | val_loss: 0.0311766 | Time: 1661.1 ms [2021-10-04 11:18:13 main:581] : INFO : Epoch 1655 | loss: 0.0311489 | val_loss: 0.0311764 | Time: 1431.87 ms [2021-10-04 11:18:14 main:581] : INFO : Epoch 1656 | loss: 0.0311498 | val_loss: 0.0311753 | Time: 1557.24 ms [2021-10-04 11:18:16 main:581] : INFO : Epoch 1657 | loss: 0.0311478 | val_loss: 0.0311725 | Time: 1497.96 ms [2021-10-04 11:18:17 main:581] : INFO : Epoch 1658 | loss: 0.0311437 | val_loss: 0.031175 | Time: 1555.92 ms [2021-10-04 11:18:19 main:581] : INFO : Epoch 1659 | loss: 0.0311448 | val_loss: 0.0311706 | Time: 1490.82 ms [2021-10-04 11:18:20 main:581] : INFO : Epoch 1660 | loss: 0.0311418 | val_loss: 0.0311731 | Time: 1483.7 ms [2021-10-04 11:18:22 main:581] : INFO : Epoch 1661 | loss: 0.0311389 | val_loss: 0.0311717 | Time: 1546.39 ms [2021-10-04 11:18:23 main:581] : INFO : Epoch 1662 | loss: 0.031139 | val_loss: 0.031173 | Time: 1513.44 ms [2021-10-04 11:18:25 main:581] : INFO : Epoch 1663 | loss: 0.0311418 | val_loss: 0.031175 | Time: 1738.89 ms [2021-10-04 11:18:27 main:581] : INFO : Epoch 1664 | loss: 0.0311381 | val_loss: 0.0311706 | Time: 1629.21 ms [2021-10-04 11:18:28 main:581] : INFO : Epoch 1665 | loss: 0.031142 | val_loss: 0.0311773 | Time: 1590.25 ms [2021-10-04 11:18:30 main:581] : INFO : Epoch 1666 | loss: 0.0311444 | val_loss: 0.031168 | Time: 1620.55 ms [2021-10-04 11:18:32 main:581] : INFO : Epoch 1667 | loss: 0.0311386 | val_loss: 0.0311646 | Time: 1513.16 ms [2021-10-04 11:18:33 main:581] : INFO : Epoch 1668 | loss: 0.0311401 | val_loss: 0.0311751 | Time: 1625.06 ms [2021-10-04 11:18:35 main:581] : INFO : Epoch 1669 | loss: 0.0311428 | val_loss: 0.0311696 | Time: 1677.17 ms [2021-10-04 11:18:37 main:581] : INFO : Epoch 1670 | loss: 0.0311417 | val_loss: 0.0311763 | Time: 1657.55 ms [2021-10-04 11:18:38 main:581] : INFO : Epoch 1671 | loss: 0.0311421 | val_loss: 0.0311667 | Time: 1569.65 ms [2021-10-04 11:18:40 main:581] : INFO : Epoch 1672 | loss: 0.0311377 | val_loss: 0.0311756 | Time: 1564.32 ms [2021-10-04 11:18:41 main:581] : INFO : Epoch 1673 | loss: 0.0311368 | val_loss: 0.0311708 | Time: 1675.54 ms [2021-10-04 11:18:43 main:581] : INFO : Epoch 1674 | loss: 0.0311454 | val_loss: 0.0311746 | Time: 1493.64 ms [2021-10-04 11:18:44 main:581] : INFO : Epoch 1675 | loss: 0.0311461 | val_loss: 0.0311717 | Time: 1516.69 ms [2021-10-04 11:18:46 main:581] : INFO : Epoch 1676 | loss: 0.0311457 | val_loss: 0.0311776 | Time: 1489.06 ms [2021-10-04 11:18:47 main:581] : INFO : Epoch 1677 | loss: 0.0311646 | val_loss: 0.0311738 | Time: 1488.43 ms [2021-10-04 11:18:49 main:581] : INFO : Epoch 1678 | loss: 0.031162 | val_loss: 0.0311695 | Time: 1506.55 ms [2021-10-04 11:18:50 main:581] : INFO : Epoch 1679 | loss: 0.0311601 | val_loss: 0.0311735 | Time: 1499.64 ms [2021-10-04 11:18:52 main:581] : INFO : Epoch 1680 | loss: 0.0311583 | val_loss: 0.0311742 | Time: 1696.28 ms [2021-10-04 11:18:54 main:581] : INFO : Epoch 1681 | loss: 0.0311578 | val_loss: 0.0311723 | Time: 1652.22 ms [2021-10-04 11:18:55 main:581] : INFO : Epoch 1682 | loss: 0.0311553 | val_loss: 0.0311695 | Time: 1575.92 ms [2021-10-04 11:18:57 main:581] : INFO : Epoch 1683 | loss: 0.0311536 | val_loss: 0.0311727 | Time: 1627.87 ms [2021-10-04 11:18:58 main:581] : INFO : Epoch 1684 | loss: 0.0311503 | val_loss: 0.0311702 | Time: 1609.47 ms [2021-10-04 11:19:00 main:581] : INFO : Epoch 1685 | loss: 0.0311547 | val_loss: 0.0311714 | Time: 1639.68 ms [2021-10-04 11:19:02 main:581] : INFO : Epoch 1686 | loss: 0.0311501 | val_loss: 0.0311701 | Time: 1523.42 ms [2021-10-04 11:19:03 main:581] : INFO : Epoch 1687 | loss: 0.0311501 | val_loss: 0.0311706 | Time: 1528.52 ms [2021-10-04 11:19:05 main:581] : INFO : Epoch 1688 | loss: 0.0311493 | val_loss: 0.0311768 | Time: 1478.82 ms [2021-10-04 11:19:06 main:581] : INFO : Epoch 1689 | loss: 0.0311481 | val_loss: 0.0311772 | Time: 1518.47 ms [2021-10-04 11:19:08 main:581] : INFO : Epoch 1690 | loss: 0.0311524 | val_loss: 0.0311707 | Time: 1649.01 ms [2021-10-04 11:19:09 main:581] : INFO : Epoch 1691 | loss: 0.0311541 | val_loss: 0.0311735 | Time: 1608.22 ms [2021-10-04 11:19:11 main:581] : INFO : Epoch 1692 | loss: 0.0311495 | val_loss: 0.0311747 | Time: 1492.45 ms [2021-10-04 11:19:12 main:581] : INFO : Epoch 1693 | loss: 0.0311547 | val_loss: 0.0311711 | Time: 1478.99 ms [2021-10-04 11:19:14 main:581] : INFO : Epoch 1694 | loss: 0.0311523 | val_loss: 0.0311797 | Time: 1538.88 ms [2021-10-04 11:19:15 main:581] : INFO : Epoch 1695 | loss: 0.0311487 | val_loss: 0.0311672 | Time: 1510.06 ms [2021-10-04 11:19:17 main:581] : INFO : Epoch 1696 | loss: 0.0311465 | val_loss: 0.0311686 | Time: 1543.24 ms [2021-10-04 11:19:19 main:581] : INFO : Epoch 1697 | loss: 0.031146 | val_loss: 0.0311679 | Time: 1631.59 ms [2021-10-04 11:19:20 main:581] : INFO : Epoch 1698 | loss: 0.0311435 | val_loss: 0.031168 | Time: 1596.86 ms [2021-10-04 11:19:22 main:581] : INFO : Epoch 1699 | loss: 0.0311427 | val_loss: 0.0311731 | Time: 1477.52 ms [2021-10-04 11:19:23 main:581] : INFO : Epoch 1700 | loss: 0.0311473 | val_loss: 0.031168 | Time: 1626.32 ms [2021-10-04 11:19:25 main:581] : INFO : Epoch 1701 | loss: 0.0311437 | val_loss: 0.0311675 | Time: 1557.31 ms [2021-10-04 11:19:26 main:581] : INFO : Epoch 1702 | loss: 0.0311421 | val_loss: 0.0311724 | Time: 1560.95 ms [2021-10-04 11:19:28 main:581] : INFO : Epoch 1703 | loss: 0.0311423 | val_loss: 0.0311691 | Time: 1629.23 ms [2021-10-04 11:19:30 main:581] : INFO : Epoch 1704 | loss: 0.0311636 | val_loss: 0.0311809 | Time: 1478.6 ms [2021-10-04 11:19:31 main:581] : INFO : Epoch 1705 | loss: 0.0311706 | val_loss: 0.0311725 | Time: 1444.68 ms [2021-10-04 11:19:33 main:581] : INFO : Epoch 1706 | loss: 0.031162 | val_loss: 0.0311734 | Time: 1513.56 ms [2021-10-04 11:19:34 main:581] : INFO : Epoch 1707 | loss: 0.0311579 | val_loss: 0.03117 | Time: 1547.54 ms [2021-10-04 11:19:36 main:581] : INFO : Epoch 1708 | loss: 0.031156 | val_loss: 0.0311687 | Time: 1651.19 ms [2021-10-04 11:19:37 main:581] : INFO : Epoch 1709 | loss: 0.0311559 | val_loss: 0.031169 | Time: 1518.45 ms [2021-10-04 11:19:39 main:581] : INFO : Epoch 1710 | loss: 0.0311536 | val_loss: 0.0311691 | Time: 1589.08 ms [2021-10-04 11:19:40 main:581] : INFO : Epoch 1711 | loss: 0.0311532 | val_loss: 0.0311679 | Time: 1522.36 ms [2021-10-04 11:19:42 main:581] : INFO : Epoch 1712 | loss: 0.031152 | val_loss: 0.0311667 | Time: 1542.08 ms [2021-10-04 11:19:43 main:581] : INFO : Epoch 1713 | loss: 0.0311502 | val_loss: 0.0311717 | Time: 1531.33 ms [2021-10-04 11:19:45 main:581] : INFO : Epoch 1714 | loss: 0.0311483 | val_loss: 0.0311679 | Time: 1581.85 ms [2021-10-04 11:19:47 main:581] : INFO : Epoch 1715 | loss: 0.0311463 | val_loss: 0.0311713 | Time: 1617.34 ms [2021-10-04 11:19:48 main:581] : INFO : Epoch 1716 | loss: 0.0311464 | val_loss: 0.0311718 | Time: 1650.1 ms [2021-10-04 11:19:50 main:581] : INFO : Epoch 1717 | loss: 0.0311487 | val_loss: 0.0311695 | Time: 1735.21 ms [2021-10-04 11:19:52 main:581] : INFO : Epoch 1718 | loss: 0.0311471 | val_loss: 0.0311682 | Time: 1508.16 ms [2021-10-04 11:19:53 main:581] : INFO : Epoch 1719 | loss: 0.0311487 | val_loss: 0.0311654 | Time: 1599.97 ms [2021-10-04 11:19:55 main:581] : INFO : Epoch 1720 | loss: 0.0311451 | val_loss: 0.0311744 | Time: 1616.71 ms [2021-10-04 11:19:56 main:581] : INFO : Epoch 1721 | loss: 0.0311455 | val_loss: 0.031168 | Time: 1431.65 ms [2021-10-04 11:19:58 main:581] : INFO : Epoch 1722 | loss: 0.031144 | val_loss: 0.0311716 | Time: 1548.13 ms [2021-10-04 11:19:59 main:581] : INFO : Epoch 1723 | loss: 0.0311475 | val_loss: 0.0311734 | Time: 1470.28 ms [2021-10-04 11:20:01 main:581] : INFO : Epoch 1724 | loss: 0.0311454 | val_loss: 0.0311816 | Time: 1474.93 ms [2021-10-04 11:20:02 main:581] : INFO : Epoch 1725 | loss: 0.0311469 | val_loss: 0.0311753 | Time: 1570.84 ms [2021-10-04 11:20:04 main:581] : INFO : Epoch 1726 | loss: 0.0311469 | val_loss: 0.031169 | Time: 1589.24 ms [2021-10-04 11:20:06 main:581] : INFO : Epoch 1727 | loss: 0.0311459 | val_loss: 0.0311745 | Time: 1651.93 ms [2021-10-04 11:20:07 main:581] : INFO : Epoch 1728 | loss: 0.0311473 | val_loss: 0.0311823 | Time: 1626.03 ms [2021-10-04 11:20:09 main:581] : INFO : Epoch 1729 | loss: 0.0311502 | val_loss: 0.0311717 | Time: 1637.41 ms [2021-10-04 11:20:10 main:581] : INFO : Epoch 1730 | loss: 0.031148 | val_loss: 0.0311707 | Time: 1476.47 ms [2021-10-04 11:20:12 main:581] : INFO : Epoch 1731 | loss: 0.0311425 | val_loss: 0.0311704 | Time: 1545.82 ms [2021-10-04 11:20:13 main:581] : INFO : Epoch 1732 | loss: 0.0311423 | val_loss: 0.0311707 | Time: 1535.69 ms [2021-10-04 11:20:15 main:581] : INFO : Epoch 1733 | loss: 0.0311444 | val_loss: 0.0311707 | Time: 1604.96 ms [2021-10-04 11:20:17 main:581] : INFO : Epoch 1734 | loss: 0.0311449 | val_loss: 0.0311706 | Time: 1647.92 ms [2021-10-04 11:20:18 main:581] : INFO : Epoch 1735 | loss: 0.0311443 | val_loss: 0.0311745 | Time: 1544.24 ms [2021-10-04 11:20:20 main:581] : INFO : Epoch 1736 | loss: 0.031144 | val_loss: 0.0311726 | Time: 1574.08 ms [2021-10-04 11:20:21 main:581] : INFO : Epoch 1737 | loss: 0.0311434 | val_loss: 0.0311769 | Time: 1653.87 ms [2021-10-04 11:20:23 main:581] : INFO : Epoch 1738 | loss: 0.0311418 | val_loss: 0.0311718 | Time: 1613.4 ms [2021-10-04 11:20:25 main:581] : INFO : Epoch 1739 | loss: 0.0311491 | val_loss: 0.0311734 | Time: 1540.92 ms [2021-10-04 11:20:26 main:581] : INFO : Epoch 1740 | loss: 0.0311487 | val_loss: 0.031172 | Time: 1556.99 ms [2021-10-04 11:20:28 main:581] : INFO : Epoch 1741 | loss: 0.031145 | val_loss: 0.0311721 | Time: 1592.62 ms [2021-10-04 11:20:29 main:581] : INFO : Epoch 1742 | loss: 0.031143 | val_loss: 0.0311721 | Time: 1471.7 ms [2021-10-04 11:20:31 main:581] : INFO : Epoch 1743 | loss: 0.0311431 | val_loss: 0.0311718 | Time: 1451.68 ms [2021-10-04 11:20:32 main:581] : INFO : Epoch 1744 | loss: 0.0311441 | val_loss: 0.031172 | Time: 1510.83 ms [2021-10-04 11:20:34 main:581] : INFO : Epoch 1745 | loss: 0.0311445 | val_loss: 0.0311706 | Time: 1534.53 ms [2021-10-04 11:20:35 main:581] : INFO : Epoch 1746 | loss: 0.031142 | val_loss: 0.0311739 | Time: 1660.46 ms [2021-10-04 11:20:37 main:581] : INFO : Epoch 1747 | loss: 0.0311409 | val_loss: 0.0311704 | Time: 1580.69 ms [2021-10-04 11:20:39 main:581] : INFO : Epoch 1748 | loss: 0.031141 | val_loss: 0.0311777 | Time: 1641.29 ms [2021-10-04 11:20:40 main:581] : INFO : Epoch 1749 | loss: 0.0311399 | val_loss: 0.0311748 | Time: 1550.35 ms [2021-10-04 11:20:42 main:581] : INFO : Epoch 1750 | loss: 0.0311394 | val_loss: 0.0311726 | Time: 1690.32 ms [2021-10-04 11:20:43 main:581] : INFO : Epoch 1751 | loss: 0.0311403 | val_loss: 0.0311741 | Time: 1569.34 ms [2021-10-04 11:20:45 main:581] : INFO : Epoch 1752 | loss: 0.0311362 | val_loss: 0.0311731 | Time: 1571.49 ms [2021-10-04 11:20:46 main:581] : INFO : Epoch 1753 | loss: 0.0311365 | val_loss: 0.0311726 | Time: 1510.37 ms [2021-10-04 11:20:48 main:581] : INFO : Epoch 1754 | loss: 0.0311365 | val_loss: 0.03118 | Time: 1735.41 ms [2021-10-04 11:20:50 main:581] : INFO : Epoch 1755 | loss: 0.0311382 | val_loss: 0.0311671 | Time: 1525.44 ms [2021-10-04 11:20:51 main:581] : INFO : Epoch 1756 | loss: 0.0311442 | val_loss: 0.0311748 | Time: 1546.53 ms [2021-10-04 11:20:53 main:581] : INFO : Epoch 1757 | loss: 0.0311424 | val_loss: 0.0311718 | Time: 1492.9 ms [2021-10-04 11:20:54 main:581] : INFO : Epoch 1758 | loss: 0.0311435 | val_loss: 0.0311739 | Time: 1641.56 ms [2021-10-04 11:20:56 main:581] : INFO : Epoch 1759 | loss: 0.0311428 | val_loss: 0.0311715 | Time: 1570.92 ms [2021-10-04 11:20:58 main:581] : INFO : Epoch 1760 | loss: 0.0311395 | val_loss: 0.0311721 | Time: 1624.36 ms [2021-10-04 11:20:59 main:581] : INFO : Epoch 1761 | loss: 0.0311382 | val_loss: 0.0311779 | Time: 1727.23 ms [2021-10-04 11:21:01 main:581] : INFO : Epoch 1762 | loss: 0.0311377 | val_loss: 0.0311718 | Time: 1654.87 ms [2021-10-04 11:21:03 main:581] : INFO : Epoch 1763 | loss: 0.0311373 | val_loss: 0.0311735 | Time: 1618.86 ms [2021-10-04 11:21:04 main:581] : INFO : Epoch 1764 | loss: 0.031142 | val_loss: 0.0311724 | Time: 1504.23 ms [2021-10-04 11:21:06 main:581] : INFO : Epoch 1765 | loss: 0.0311417 | val_loss: 0.0311737 | Time: 1568.4 ms [2021-10-04 11:21:07 main:581] : INFO : Epoch 1766 | loss: 0.0311431 | val_loss: 0.0311802 | Time: 1640.1 ms [2021-10-04 11:21:09 main:581] : INFO : Epoch 1767 | loss: 0.0311394 | val_loss: 0.03117 | Time: 1508.52 ms [2021-10-04 11:21:10 main:581] : INFO : Epoch 1768 | loss: 0.0311401 | val_loss: 0.0311753 | Time: 1710.35 ms [2021-10-04 11:21:12 main:581] : INFO : Epoch 1769 | loss: 0.0311393 | val_loss: 0.0311711 | Time: 1562.3 ms [2021-10-04 11:21:14 main:581] : INFO : Epoch 1770 | loss: 0.0311375 | val_loss: 0.0311747 | Time: 1642.19 ms [2021-10-04 11:21:15 main:581] : INFO : Epoch 1771 | loss: 0.0311369 | val_loss: 0.0311763 | Time: 1542.94 ms [2021-10-04 11:21:17 main:581] : INFO : Epoch 1772 | loss: 0.0311347 | val_loss: 0.0311802 | Time: 1556.38 ms [2021-10-04 11:21:18 main:581] : INFO : Epoch 1773 | loss: 0.0311343 | val_loss: 0.0311798 | Time: 1418.66 ms [2021-10-04 11:21:20 main:581] : INFO : Epoch 1774 | loss: 0.0311361 | val_loss: 0.0311725 | Time: 1553.04 ms [2021-10-04 11:21:21 main:581] : INFO : Epoch 1775 | loss: 0.0311391 | val_loss: 0.0311885 | Time: 1553.81 ms [2021-10-04 11:21:23 main:581] : INFO : Epoch 1776 | loss: 0.0311366 | val_loss: 0.0311726 | Time: 1536.33 ms [2021-10-04 11:21:24 main:581] : INFO : Epoch 1777 | loss: 0.0311356 | val_loss: 0.0311777 | Time: 1525.13 ms [2021-10-04 11:21:26 main:581] : INFO : Epoch 1778 | loss: 0.0311368 | val_loss: 0.0311716 | Time: 1641.44 ms [2021-10-04 11:21:28 main:581] : INFO : Epoch 1779 | loss: 0.0311355 | val_loss: 0.0311815 | Time: 1610.52 ms [2021-10-04 11:21:29 main:581] : INFO : Epoch 1780 | loss: 0.0311361 | val_loss: 0.031182 | Time: 1642.09 ms [2021-10-04 11:21:31 main:581] : INFO : Epoch 1781 | loss: 0.031135 | val_loss: 0.0311803 | Time: 1635.1 ms [2021-10-04 11:21:33 main:581] : INFO : Epoch 1782 | loss: 0.0311397 | val_loss: 0.0311699 | Time: 1736 ms [2021-10-04 11:21:34 main:581] : INFO : Epoch 1783 | loss: 0.0311438 | val_loss: 0.0311748 | Time: 1585.53 ms [2021-10-04 11:21:36 main:581] : INFO : Epoch 1784 | loss: 0.0311398 | val_loss: 0.0311703 | Time: 1528.65 ms [2021-10-04 11:21:37 main:581] : INFO : Epoch 1785 | loss: 0.0311399 | val_loss: 0.0311753 | Time: 1619.85 ms [2021-10-04 11:21:39 main:581] : INFO : Epoch 1786 | loss: 0.0311375 | val_loss: 0.0311766 | Time: 1482.78 ms [2021-10-04 11:21:41 main:581] : INFO : Epoch 1787 | loss: 0.0311371 | val_loss: 0.0311707 | Time: 1684.03 ms [2021-10-04 11:21:42 main:581] : INFO : Epoch 1788 | loss: 0.0311388 | val_loss: 0.0311798 | Time: 1585.77 ms [2021-10-04 11:21:44 main:581] : INFO : Epoch 1789 | loss: 0.0311378 | val_loss: 0.031179 | Time: 1581.07 ms [2021-10-04 11:21:45 main:581] : INFO : Epoch 1790 | loss: 0.0311361 | val_loss: 0.031175 | Time: 1538.02 ms [2021-10-04 11:21:47 main:581] : INFO : Epoch 1791 | loss: 0.0311382 | val_loss: 0.0311761 | Time: 1544.31 ms [2021-10-04 11:21:48 main:581] : INFO : Epoch 1792 | loss: 0.0311398 | val_loss: 0.0311842 | Time: 1540.13 ms [2021-10-04 11:21:50 main:581] : INFO : Epoch 1793 | loss: 0.0311331 | val_loss: 0.031178 | Time: 1549.22 ms [2021-10-04 11:21:51 main:581] : INFO : Epoch 1794 | loss: 0.0311332 | val_loss: 0.0311801 | Time: 1554.21 ms [2021-10-04 11:21:53 main:581] : INFO : Epoch 1795 | loss: 0.0311358 | val_loss: 0.0311795 | Time: 1646.84 ms [2021-10-04 11:21:55 main:581] : INFO : Epoch 1796 | loss: 0.0311337 | val_loss: 0.0311831 | Time: 1629.77 ms [2021-10-04 11:21:56 main:581] : INFO : Epoch 1797 | loss: 0.0311328 | val_loss: 0.0311759 | Time: 1576.92 ms [2021-10-04 11:21:58 main:581] : INFO : Epoch 1798 | loss: 0.0311352 | val_loss: 0.0311866 | Time: 1642.74 ms [2021-10-04 11:22:00 main:581] : INFO : Epoch 1799 | loss: 0.0311351 | val_loss: 0.0311771 | Time: 1665.93 ms [2021-10-04 11:22:01 main:581] : INFO : Epoch 1800 | loss: 0.0311319 | val_loss: 0.0311795 | Time: 1588.53 ms [2021-10-04 11:22:03 main:581] : INFO : Epoch 1801 | loss: 0.0311345 | val_loss: 0.0311764 | Time: 1518.21 ms [2021-10-04 11:22:04 main:581] : INFO : Epoch 1802 | loss: 0.0311372 | val_loss: 0.0311799 | Time: 1512.4 ms [2021-10-04 11:22:06 main:581] : INFO : Epoch 1803 | loss: 0.0311338 | val_loss: 0.0311745 | Time: 1570.25 ms [2021-10-04 11:22:07 main:581] : INFO : Epoch 1804 | loss: 0.0311348 | val_loss: 0.0311769 | Time: 1479.53 ms [2021-10-04 11:22:09 main:581] : INFO : Epoch 1805 | loss: 0.0311416 | val_loss: 0.0311714 | Time: 1596.48 ms [2021-10-04 11:22:10 main:581] : INFO : Epoch 1806 | loss: 0.0311379 | val_loss: 0.0311701 | Time: 1602.78 ms [2021-10-04 11:22:12 main:581] : INFO : Epoch 1807 | loss: 0.0311394 | val_loss: 0.031178 | Time: 1676.25 ms [2021-10-04 11:22:14 main:581] : INFO : Epoch 1808 | loss: 0.0311396 | val_loss: 0.031171 | Time: 1500.36 ms [2021-10-04 11:22:15 main:581] : INFO : Epoch 1809 | loss: 0.0311455 | val_loss: 0.0311711 | Time: 1549.01 ms [2021-10-04 11:22:17 main:581] : INFO : Epoch 1810 | loss: 0.0311418 | val_loss: 0.0311734 | Time: 1530.88 ms [2021-10-04 11:22:18 main:581] : INFO : Epoch 1811 | loss: 0.0311389 | val_loss: 0.0311795 | Time: 1628.4 ms [2021-10-04 11:22:20 main:581] : INFO : Epoch 1812 | loss: 0.0311362 | val_loss: 0.0311768 | Time: 1585.1 ms [2021-10-04 11:22:22 main:581] : INFO : Epoch 1813 | loss: 0.0311363 | val_loss: 0.0311747 | Time: 1565.72 ms [2021-10-04 11:22:23 main:581] : INFO : Epoch 1814 | loss: 0.0311447 | val_loss: 0.0311767 | Time: 1633.93 ms [2021-10-04 11:22:25 main:581] : INFO : Epoch 1815 | loss: 0.0311452 | val_loss: 0.0311735 | Time: 1616.8 ms [2021-10-04 11:22:26 main:581] : INFO : Epoch 1816 | loss: 0.03115 | val_loss: 0.0311744 | Time: 1607.42 ms [2021-10-04 11:22:28 main:581] : INFO : Epoch 1817 | loss: 0.0311491 | val_loss: 0.0311795 | Time: 1472.18 ms [2021-10-04 11:22:29 main:581] : INFO : Epoch 1818 | loss: 0.0311415 | val_loss: 0.0311779 | Time: 1485.64 ms [2021-10-04 11:22:31 main:581] : INFO : Epoch 1819 | loss: 0.0311352 | val_loss: 0.031179 | Time: 1484.51 ms [2021-10-04 11:22:32 main:581] : INFO : Epoch 1820 | loss: 0.0311324 | val_loss: 0.0311797 | Time: 1605.77 ms [2021-10-04 11:22:34 main:581] : INFO : Epoch 1821 | loss: 0.0311326 | val_loss: 0.0311764 | Time: 1481.1 ms [2021-10-04 11:22:36 main:581] : INFO : Epoch 1822 | loss: 0.0311332 | val_loss: 0.031179 | Time: 1673.28 ms [2021-10-04 11:22:37 main:581] : INFO : Epoch 1823 | loss: 0.0311339 | val_loss: 0.0311802 | Time: 1640.87 ms [2021-10-04 11:22:39 main:581] : INFO : Epoch 1824 | loss: 0.0311354 | val_loss: 0.0311816 | Time: 1557.98 ms [2021-10-04 11:22:40 main:581] : INFO : Epoch 1825 | loss: 0.0311377 | val_loss: 0.0311764 | Time: 1578.17 ms [2021-10-04 11:22:42 main:581] : INFO : Epoch 1826 | loss: 0.0311536 | val_loss: 0.031187 | Time: 1634.72 ms [2021-10-04 11:22:44 main:581] : INFO : Epoch 1827 | loss: 0.0311779 | val_loss: 0.0311862 | Time: 1623.59 ms [2021-10-04 11:22:45 main:581] : INFO : Epoch 1828 | loss: 0.0311707 | val_loss: 0.0311752 | Time: 1714.35 ms [2021-10-04 11:22:47 main:581] : INFO : Epoch 1829 | loss: 0.0311636 | val_loss: 0.0311732 | Time: 1508.29 ms [2021-10-04 11:22:48 main:581] : INFO : Epoch 1830 | loss: 0.0311584 | val_loss: 0.0311693 | Time: 1531.72 ms [2021-10-04 11:22:50 main:581] : INFO : Epoch 1831 | loss: 0.0311547 | val_loss: 0.0311698 | Time: 1648.43 ms [2021-10-04 11:22:52 main:581] : INFO : Epoch 1832 | loss: 0.0311531 | val_loss: 0.0311697 | Time: 1605.58 ms [2021-10-04 11:22:53 main:581] : INFO : Epoch 1833 | loss: 0.0311493 | val_loss: 0.0311763 | Time: 1580.72 ms [2021-10-04 11:22:55 main:581] : INFO : Epoch 1834 | loss: 0.0311519 | val_loss: 0.0311715 | Time: 1515.43 ms [2021-10-04 11:22:56 main:581] : INFO : Epoch 1835 | loss: 0.0311464 | val_loss: 0.0311723 | Time: 1540.19 ms [2021-10-04 11:22:58 main:581] : INFO : Epoch 1836 | loss: 0.0311463 | val_loss: 0.031169 | Time: 1489.49 ms [2021-10-04 11:22:59 main:581] : INFO : Epoch 1837 | loss: 0.0311484 | val_loss: 0.0311686 | Time: 1450.4 ms [2021-10-04 11:23:01 main:581] : INFO : Epoch 1838 | loss: 0.0311464 | val_loss: 0.0311741 | Time: 1587.18 ms [2021-10-04 11:23:02 main:581] : INFO : Epoch 1839 | loss: 0.0311478 | val_loss: 0.0311657 | Time: 1636.15 ms [2021-10-04 11:23:04 main:581] : INFO : Epoch 1840 | loss: 0.0311427 | val_loss: 0.0311706 | Time: 1542.9 ms [2021-10-04 11:23:06 main:581] : INFO : Epoch 1841 | loss: 0.0311468 | val_loss: 0.0311703 | Time: 1581.13 ms [2021-10-04 11:23:07 main:581] : INFO : Epoch 1842 | loss: 0.0311453 | val_loss: 0.0311804 | Time: 1638.05 ms [2021-10-04 11:23:09 main:581] : INFO : Epoch 1843 | loss: 0.03115 | val_loss: 0.0311686 | Time: 1549.84 ms [2021-10-04 11:23:10 main:581] : INFO : Epoch 1844 | loss: 0.0311427 | val_loss: 0.0311691 | Time: 1676.11 ms [2021-10-04 11:23:12 main:581] : INFO : Epoch 1845 | loss: 0.0311447 | val_loss: 0.0311733 | Time: 1623.61 ms [2021-10-04 11:23:14 main:581] : INFO : Epoch 1846 | loss: 0.0311424 | val_loss: 0.0311651 | Time: 1659.26 ms [2021-10-04 11:23:15 main:581] : INFO : Epoch 1847 | loss: 0.0311408 | val_loss: 0.0311723 | Time: 1649.65 ms [2021-10-04 11:23:17 main:581] : INFO : Epoch 1848 | loss: 0.0311462 | val_loss: 0.031165 | Time: 1618.11 ms [2021-10-04 11:23:19 main:581] : INFO : Epoch 1849 | loss: 0.0311461 | val_loss: 0.0311635 | Time: 1522.42 ms [2021-10-04 11:23:20 main:581] : INFO : Epoch 1850 | loss: 0.0311457 | val_loss: 0.031174 | Time: 1424.74 ms [2021-10-04 11:23:21 main:581] : INFO : Epoch 1851 | loss: 0.0311469 | val_loss: 0.0311619 | Time: 1422.16 ms [2021-10-04 11:23:23 main:581] : INFO : Epoch 1852 | loss: 0.031145 | val_loss: 0.0311694 | Time: 1457.55 ms [2021-10-04 11:23:24 main:581] : INFO : Epoch 1853 | loss: 0.0311445 | val_loss: 0.0311653 | Time: 1511.12 ms [2021-10-04 11:23:26 main:581] : INFO : Epoch 1854 | loss: 0.0311414 | val_loss: 0.0311692 | Time: 1483.17 ms [2021-10-04 11:23:27 main:581] : INFO : Epoch 1855 | loss: 0.0311387 | val_loss: 0.0311733 | Time: 1509.45 ms [2021-10-04 11:23:29 main:581] : INFO : Epoch 1856 | loss: 0.0311425 | val_loss: 0.0311816 | Time: 1572.5 ms [2021-10-04 11:23:30 main:581] : INFO : Epoch 1857 | loss: 0.031141 | val_loss: 0.0311712 | Time: 1601.29 ms [2021-10-04 11:23:32 main:581] : INFO : Epoch 1858 | loss: 0.0311386 | val_loss: 0.0311689 | Time: 1638.86 ms [2021-10-04 11:23:34 main:581] : INFO : Epoch 1859 | loss: 0.0311377 | val_loss: 0.0311676 | Time: 1588.13 ms [2021-10-04 11:23:35 main:581] : INFO : Epoch 1860 | loss: 0.0311411 | val_loss: 0.031168 | Time: 1614.15 ms [2021-10-04 11:23:37 main:581] : INFO : Epoch 1861 | loss: 0.0311389 | val_loss: 0.0311682 | Time: 1606.07 ms [2021-10-04 11:23:39 main:581] : INFO : Epoch 1862 | loss: 0.0311383 | val_loss: 0.0311743 | Time: 1670.63 ms [2021-10-04 11:23:40 main:581] : INFO : Epoch 1863 | loss: 0.0311356 | val_loss: 0.0311672 | Time: 1478.76 ms [2021-10-04 11:23:42 main:581] : INFO : Epoch 1864 | loss: 0.0311353 | val_loss: 0.0311778 | Time: 1577 ms [2021-10-04 11:23:43 main:581] : INFO : Epoch 1865 | loss: 0.0311388 | val_loss: 0.0311715 | Time: 1624.15 ms [2021-10-04 11:23:45 main:581] : INFO : Epoch 1866 | loss: 0.031139 | val_loss: 0.0311742 | Time: 1578.96 ms [2021-10-04 11:23:46 main:581] : INFO : Epoch 1867 | loss: 0.0311401 | val_loss: 0.0311708 | Time: 1592.86 ms [2021-10-04 11:23:48 main:581] : INFO : Epoch 1868 | loss: 0.0311387 | val_loss: 0.0311746 | Time: 1548.95 ms [2021-10-04 11:23:50 main:581] : INFO : Epoch 1869 | loss: 0.0311375 | val_loss: 0.0311724 | Time: 1566.73 ms [2021-10-04 11:23:51 main:581] : INFO : Epoch 1870 | loss: 0.0311344 | val_loss: 0.0311754 | Time: 1601.81 ms [2021-10-04 11:23:53 main:581] : INFO : Epoch 1871 | loss: 0.0311341 | val_loss: 0.0311745 | Time: 1446.06 ms [2021-10-04 11:23:54 main:581] : INFO : Epoch 1872 | loss: 0.0311338 | val_loss: 0.0311753 | Time: 1428.87 ms [2021-10-04 11:23:56 main:581] : INFO : Epoch 1873 | loss: 0.0311355 | val_loss: 0.0311741 | Time: 1473.99 ms [2021-10-04 11:23:57 main:581] : INFO : Epoch 1874 | loss: 0.0311336 | val_loss: 0.0311722 | Time: 1551.9 ms [2021-10-04 11:23:59 main:581] : INFO : Epoch 1875 | loss: 0.0311353 | val_loss: 0.0311688 | Time: 1711.82 ms [2021-10-04 11:24:00 main:581] : INFO : Epoch 1876 | loss: 0.0311408 | val_loss: 0.0311806 | Time: 1603.79 ms [2021-10-04 11:24:02 main:581] : INFO : Epoch 1877 | loss: 0.0311422 | val_loss: 0.0311722 | Time: 1602.8 ms [2021-10-04 11:24:04 main:581] : INFO : Epoch 1878 | loss: 0.031143 | val_loss: 0.0311758 | Time: 1567.85 ms [2021-10-04 11:24:05 main:581] : INFO : Epoch 1879 | loss: 0.0311383 | val_loss: 0.0311696 | Time: 1577 ms [2021-10-04 11:24:07 main:581] : INFO : Epoch 1880 | loss: 0.0311357 | val_loss: 0.0311724 | Time: 1584.89 ms [2021-10-04 11:24:08 main:581] : INFO : Epoch 1881 | loss: 0.0311336 | val_loss: 0.0311755 | Time: 1491.43 ms [2021-10-04 11:24:10 main:581] : INFO : Epoch 1882 | loss: 0.0311363 | val_loss: 0.0311734 | Time: 1473.81 ms [2021-10-04 11:24:11 main:581] : INFO : Epoch 1883 | loss: 0.0311395 | val_loss: 0.0311794 | Time: 1518.97 ms [2021-10-04 11:24:13 main:581] : INFO : Epoch 1884 | loss: 0.0311401 | val_loss: 0.031175 | Time: 1578.39 ms [2021-10-04 11:24:14 main:581] : INFO : Epoch 1885 | loss: 0.0311405 | val_loss: 0.0311747 | Time: 1672.25 ms [2021-10-04 11:24:16 main:581] : INFO : Epoch 1886 | loss: 0.0311366 | val_loss: 0.0311718 | Time: 1504.97 ms [2021-10-04 11:24:18 main:581] : INFO : Epoch 1887 | loss: 0.0311385 | val_loss: 0.0311841 | Time: 1576.57 ms [2021-10-04 11:24:19 main:581] : INFO : Epoch 1888 | loss: 0.0311397 | val_loss: 0.0311741 | Time: 1513.88 ms [2021-10-04 11:24:21 main:581] : INFO : Epoch 1889 | loss: 0.0311365 | val_loss: 0.0311731 | Time: 1571.28 ms [2021-10-04 11:24:22 main:581] : INFO : Epoch 1890 | loss: 0.0311369 | val_loss: 0.0311798 | Time: 1621.43 ms [2021-10-04 11:24:24 main:581] : INFO : Epoch 1891 | loss: 0.0311374 | val_loss: 0.0311732 | Time: 1580.18 ms [2021-10-04 11:24:25 main:581] : INFO : Epoch 1892 | loss: 0.0311393 | val_loss: 0.0311809 | Time: 1580.53 ms [2021-10-04 11:24:27 main:581] : INFO : Epoch 1893 | loss: 0.0311359 | val_loss: 0.0311782 | Time: 1537.32 ms [2021-10-04 11:24:28 main:581] : INFO : Epoch 1894 | loss: 0.0311362 | val_loss: 0.0311745 | Time: 1442.29 ms [2021-10-04 11:24:30 main:581] : INFO : Epoch 1895 | loss: 0.0311324 | val_loss: 0.0311807 | Time: 1560.44 ms [2021-10-04 11:24:32 main:581] : INFO : Epoch 1896 | loss: 0.0311375 | val_loss: 0.0311882 | Time: 1568.91 ms [2021-10-04 11:24:33 main:581] : INFO : Epoch 1897 | loss: 0.0311502 | val_loss: 0.0311705 | Time: 1666.47 ms [2021-10-04 11:24:35 main:581] : INFO : Epoch 1898 | loss: 0.031152 | val_loss: 0.0311738 | Time: 1614.03 ms [2021-10-04 11:24:36 main:581] : INFO : Epoch 1899 | loss: 0.031152 | val_loss: 0.0311719 | Time: 1635.77 ms [2021-10-04 11:24:38 main:581] : INFO : Epoch 1900 | loss: 0.0311454 | val_loss: 0.0311686 | Time: 1627.82 ms [2021-10-04 11:24:40 main:581] : INFO : Epoch 1901 | loss: 0.0311422 | val_loss: 0.0311736 | Time: 1676.27 ms [2021-10-04 11:24:41 main:581] : INFO : Epoch 1902 | loss: 0.0311409 | val_loss: 0.0311716 | Time: 1658.63 ms [2021-10-04 11:24:43 main:581] : INFO : Epoch 1903 | loss: 0.0311412 | val_loss: 0.0311798 | Time: 1535.87 ms [2021-10-04 11:24:45 main:581] : INFO : Epoch 1904 | loss: 0.0311421 | val_loss: 0.0311792 | Time: 1638.56 ms [2021-10-04 11:24:46 main:581] : INFO : Epoch 1905 | loss: 0.0311413 | val_loss: 0.0311709 | Time: 1593.55 ms [2021-10-04 11:24:48 main:581] : INFO : Epoch 1906 | loss: 0.0311397 | val_loss: 0.0311749 | Time: 1507.9 ms [2021-10-04 11:24:49 main:581] : INFO : Epoch 1907 | loss: 0.03114 | val_loss: 0.0311748 | Time: 1508.26 ms [2021-10-04 11:24:51 main:581] : INFO : Epoch 1908 | loss: 0.0311528 | val_loss: 0.0311892 | Time: 1500.81 ms [2021-10-04 11:24:52 main:581] : INFO : Epoch 1909 | loss: 0.0311723 | val_loss: 0.0311761 | Time: 1616.84 ms [2021-10-04 11:24:54 main:581] : INFO : Epoch 1910 | loss: 0.0311663 | val_loss: 0.0311754 | Time: 1596.66 ms [2021-10-04 11:24:56 main:581] : INFO : Epoch 1911 | loss: 0.0311642 | val_loss: 0.0311784 | Time: 1601.23 ms [2021-10-04 11:24:57 main:581] : INFO : Epoch 1912 | loss: 0.0311565 | val_loss: 0.0311745 | Time: 1803.25 ms [2021-10-04 11:24:59 main:581] : INFO : Epoch 1913 | loss: 0.0311535 | val_loss: 0.0311703 | Time: 1626.7 ms [2021-10-04 11:25:01 main:581] : INFO : Epoch 1914 | loss: 0.0311505 | val_loss: 0.0311682 | Time: 1570.36 ms [2021-10-04 11:25:02 main:581] : INFO : Epoch 1915 | loss: 0.0311485 | val_loss: 0.0311709 | Time: 1499.2 ms [2021-10-04 11:25:03 main:581] : INFO : Epoch 1916 | loss: 0.031149 | val_loss: 0.031177 | Time: 1442.22 ms [2021-10-04 11:25:05 main:581] : INFO : Epoch 1917 | loss: 0.0311483 | val_loss: 0.0311734 | Time: 1472.56 ms [2021-10-04 11:25:07 main:581] : INFO : Epoch 1918 | loss: 0.0311481 | val_loss: 0.0311703 | Time: 1563.06 ms [2021-10-04 11:25:08 main:581] : INFO : Epoch 1919 | loss: 0.0311471 | val_loss: 0.0311715 | Time: 1542.29 ms [2021-10-04 11:25:10 main:581] : INFO : Epoch 1920 | loss: 0.0311443 | val_loss: 0.0311722 | Time: 1473.04 ms [2021-10-04 11:25:11 main:581] : INFO : Epoch 1921 | loss: 0.0311411 | val_loss: 0.0311656 | Time: 1571.81 ms [2021-10-04 11:25:13 main:581] : INFO : Epoch 1922 | loss: 0.031143 | val_loss: 0.0311688 | Time: 1657.14 ms [2021-10-04 11:25:14 main:581] : INFO : Epoch 1923 | loss: 0.0311416 | val_loss: 0.0311719 | Time: 1525.81 ms [2021-10-04 11:25:16 main:581] : INFO : Epoch 1924 | loss: 0.0311419 | val_loss: 0.0311749 | Time: 1638.12 ms [2021-10-04 11:25:18 main:581] : INFO : Epoch 1925 | loss: 0.0311406 | val_loss: 0.0311677 | Time: 1595.13 ms [2021-10-04 11:25:19 main:581] : INFO : Epoch 1926 | loss: 0.0311381 | val_loss: 0.0311713 | Time: 1471.54 ms [2021-10-04 11:25:21 main:581] : INFO : Epoch 1927 | loss: 0.0311391 | val_loss: 0.0311676 | Time: 1631.72 ms [2021-10-04 11:25:22 main:581] : INFO : Epoch 1928 | loss: 0.031142 | val_loss: 0.0311664 | Time: 1639.69 ms [2021-10-04 11:25:24 main:581] : INFO : Epoch 1929 | loss: 0.0311421 | val_loss: 0.031165 | Time: 1608.93 ms [2021-10-04 11:25:26 main:581] : INFO : Epoch 1930 | loss: 0.0311408 | val_loss: 0.0311653 | Time: 1794.28 ms [2021-10-04 11:25:27 main:581] : INFO : Epoch 1931 | loss: 0.0311401 | val_loss: 0.0311708 | Time: 1648.93 ms [2021-10-04 11:25:29 main:581] : INFO : Epoch 1932 | loss: 0.0311407 | val_loss: 0.0311701 | Time: 1616.42 ms [2021-10-04 11:25:31 main:581] : INFO : Epoch 1933 | loss: 0.0311391 | val_loss: 0.0311702 | Time: 1638.43 ms [2021-10-04 11:25:32 main:581] : INFO : Epoch 1934 | loss: 0.0311378 | val_loss: 0.0311684 | Time: 1644.35 ms [2021-10-04 11:25:34 main:581] : INFO : Epoch 1935 | loss: 0.0311384 | val_loss: 0.031169 | Time: 1618.53 ms [2021-10-04 11:25:36 main:581] : INFO : Epoch 1936 | loss: 0.0311371 | val_loss: 0.0311781 | Time: 1712.66 ms [2021-10-04 11:25:37 main:581] : INFO : Epoch 1937 | loss: 0.0311368 | val_loss: 0.031169 | Time: 1598.69 ms [2021-10-04 11:25:39 main:581] : INFO : Epoch 1938 | loss: 0.0311445 | val_loss: 0.0311764 | Time: 1554.32 ms [2021-10-04 11:25:40 main:581] : INFO : Epoch 1939 | loss: 0.0311584 | val_loss: 0.031168 | Time: 1539.96 ms [2021-10-04 11:25:42 main:581] : INFO : Epoch 1940 | loss: 0.0311544 | val_loss: 0.031173 | Time: 1637.75 ms [2021-10-04 11:25:43 main:581] : INFO : Epoch 1941 | loss: 0.0311536 | val_loss: 0.0311715 | Time: 1587.43 ms [2021-10-04 11:25:45 main:581] : INFO : Epoch 1942 | loss: 0.031153 | val_loss: 0.0311677 | Time: 1517.25 ms [2021-10-04 11:25:47 main:581] : INFO : Epoch 1943 | loss: 0.0311501 | val_loss: 0.0311672 | Time: 1686.08 ms [2021-10-04 11:25:48 main:581] : INFO : Epoch 1944 | loss: 0.0311484 | val_loss: 0.0311714 | Time: 1620.34 ms [2021-10-04 11:25:50 main:581] : INFO : Epoch 1945 | loss: 0.0311475 | val_loss: 0.031168 | Time: 1533.02 ms [2021-10-04 11:25:51 main:581] : INFO : Epoch 1946 | loss: 0.0311456 | val_loss: 0.0311683 | Time: 1481.8 ms [2021-10-04 11:25:53 main:581] : INFO : Epoch 1947 | loss: 0.0311456 | val_loss: 0.0311686 | Time: 1527.67 ms [2021-10-04 11:25:54 main:581] : INFO : Epoch 1948 | loss: 0.0311434 | val_loss: 0.0311695 | Time: 1448.67 ms [2021-10-04 11:25:56 main:581] : INFO : Epoch 1949 | loss: 0.0311452 | val_loss: 0.0311664 | Time: 1485.94 ms [2021-10-04 11:25:57 main:581] : INFO : Epoch 1950 | loss: 0.0311479 | val_loss: 0.0311729 | Time: 1447.94 ms [2021-10-04 11:25:59 main:581] : INFO : Epoch 1951 | loss: 0.031147 | val_loss: 0.0311749 | Time: 1466.83 ms [2021-10-04 11:26:00 main:581] : INFO : Epoch 1952 | loss: 0.0311439 | val_loss: 0.0311703 | Time: 1665.01 ms [2021-10-04 11:26:02 main:581] : INFO : Epoch 1953 | loss: 0.0311435 | val_loss: 0.031173 | Time: 1659.44 ms [2021-10-04 11:26:04 main:581] : INFO : Epoch 1954 | loss: 0.0311423 | val_loss: 0.0311678 | Time: 1601.19 ms [2021-10-04 11:26:05 main:581] : INFO : Epoch 1955 | loss: 0.0311405 | val_loss: 0.0311704 | Time: 1638.55 ms [2021-10-04 11:26:07 main:581] : INFO : Epoch 1956 | loss: 0.0311414 | val_loss: 0.0311702 | Time: 1746.59 ms [2021-10-04 11:26:09 main:581] : INFO : Epoch 1957 | loss: 0.0311405 | val_loss: 0.0311695 | Time: 1677.89 ms [2021-10-04 11:26:10 main:581] : INFO : Epoch 1958 | loss: 0.0311391 | val_loss: 0.0311755 | Time: 1619.92 ms [2021-10-04 11:26:12 main:581] : INFO : Epoch 1959 | loss: 0.0311386 | val_loss: 0.0311718 | Time: 1610.02 ms [2021-10-04 11:26:13 main:581] : INFO : Epoch 1960 | loss: 0.0311385 | val_loss: 0.0311764 | Time: 1416.68 ms [2021-10-04 11:26:15 main:581] : INFO : Epoch 1961 | loss: 0.0311396 | val_loss: 0.0311764 | Time: 1618.07 ms [2021-10-04 11:26:16 main:581] : INFO : Epoch 1962 | loss: 0.031139 | val_loss: 0.0311717 | Time: 1539.36 ms [2021-10-04 11:26:18 main:581] : INFO : Epoch 1963 | loss: 0.0311389 | val_loss: 0.0311757 | Time: 1561.18 ms [2021-10-04 11:26:20 main:581] : INFO : Epoch 1964 | loss: 0.031137 | val_loss: 0.0311738 | Time: 1500.24 ms [2021-10-04 11:26:21 main:581] : INFO : Epoch 1965 | loss: 0.0311411 | val_loss: 0.0311708 | Time: 1506.07 ms [2021-10-04 11:26:22 main:581] : INFO : Epoch 1966 | loss: 0.0311398 | val_loss: 0.0311728 | Time: 1412.18 ms [2021-10-04 11:26:24 main:581] : INFO : Epoch 1967 | loss: 0.0311395 | val_loss: 0.0311714 | Time: 1545.42 ms [2021-10-04 11:26:26 main:581] : INFO : Epoch 1968 | loss: 0.0311411 | val_loss: 0.0311734 | Time: 1534.24 ms [2021-10-04 11:26:27 main:581] : INFO : Epoch 1969 | loss: 0.0311366 | val_loss: 0.0311727 | Time: 1501.19 ms [2021-10-04 11:26:29 main:581] : INFO : Epoch 1970 | loss: 0.0311353 | val_loss: 0.0311757 | Time: 1500.37 ms [2021-10-04 11:26:30 main:581] : INFO : Epoch 1971 | loss: 0.0311448 | val_loss: 0.0311952 | Time: 1661.08 ms [2021-10-04 11:26:32 main:581] : INFO : Epoch 1972 | loss: 0.0311864 | val_loss: 0.0311968 | Time: 1580.89 ms [2021-10-04 11:26:33 main:581] : INFO : Epoch 1973 | loss: 0.0311799 | val_loss: 0.0311897 | Time: 1684.76 ms [2021-10-04 11:26:35 main:581] : INFO : Epoch 1974 | loss: 0.0311702 | val_loss: 0.031178 | Time: 1589.15 ms [2021-10-04 11:26:37 main:581] : INFO : Epoch 1975 | loss: 0.0311647 | val_loss: 0.031173 | Time: 1619.73 ms [2021-10-04 11:26:38 main:581] : INFO : Epoch 1976 | loss: 0.0311616 | val_loss: 0.0311734 | Time: 1536.71 ms [2021-10-04 11:26:40 main:581] : INFO : Epoch 1977 | loss: 0.0311592 | val_loss: 0.0311723 | Time: 1563.51 ms [2021-10-04 11:26:42 main:581] : INFO : Epoch 1978 | loss: 0.0311572 | val_loss: 0.0311738 | Time: 1764.46 ms [2021-10-04 11:26:43 main:581] : INFO : Epoch 1979 | loss: 0.0311581 | val_loss: 0.0311742 | Time: 1608.01 ms [2021-10-04 11:26:45 main:581] : INFO : Epoch 1980 | loss: 0.0311558 | val_loss: 0.0311722 | Time: 1532.45 ms [2021-10-04 11:26:46 main:581] : INFO : Epoch 1981 | loss: 0.0311542 | val_loss: 0.0311683 | Time: 1579.05 ms [2021-10-04 11:26:48 main:581] : INFO : Epoch 1982 | loss: 0.0311489 | val_loss: 0.0311709 | Time: 1417.64 ms [2021-10-04 11:26:49 main:581] : INFO : Epoch 1983 | loss: 0.0311478 | val_loss: 0.0311692 | Time: 1476.07 ms [2021-10-04 11:26:51 main:581] : INFO : Epoch 1984 | loss: 0.0311473 | val_loss: 0.031171 | Time: 1445.88 ms [2021-10-04 11:26:52 main:581] : INFO : Epoch 1985 | loss: 0.031151 | val_loss: 0.0311764 | Time: 1520.69 ms [2021-10-04 11:26:54 main:581] : INFO : Epoch 1986 | loss: 0.0311526 | val_loss: 0.0311695 | Time: 1620.29 ms [2021-10-04 11:26:55 main:581] : INFO : Epoch 1987 | loss: 0.0311498 | val_loss: 0.0311762 | Time: 1654.47 ms [2021-10-04 11:26:57 main:581] : INFO : Epoch 1988 | loss: 0.031146 | val_loss: 0.0311704 | Time: 1582.53 ms [2021-10-04 11:26:59 main:581] : INFO : Epoch 1989 | loss: 0.0311462 | val_loss: 0.0311779 | Time: 1667.46 ms [2021-10-04 11:27:00 main:581] : INFO : Epoch 1990 | loss: 0.031147 | val_loss: 0.031174 | Time: 1539.25 ms [2021-10-04 11:27:02 main:581] : INFO : Epoch 1991 | loss: 0.0311458 | val_loss: 0.0311763 | Time: 1446.95 ms [2021-10-04 11:27:03 main:581] : INFO : Epoch 1992 | loss: 0.0311477 | val_loss: 0.0311756 | Time: 1534.68 ms [2021-10-04 11:27:05 main:581] : INFO : Epoch 1993 | loss: 0.0311512 | val_loss: 0.0311714 | Time: 1634.83 ms [2021-10-04 11:27:06 main:581] : INFO : Epoch 1994 | loss: 0.0311493 | val_loss: 0.0311707 | Time: 1551.59 ms [2021-10-04 11:27:08 main:581] : INFO : Epoch 1995 | loss: 0.0311466 | val_loss: 0.0311702 | Time: 1542.88 ms [2021-10-04 11:27:09 main:581] : INFO : Epoch 1996 | loss: 0.0311465 | val_loss: 0.0311717 | Time: 1478.75 ms [2021-10-04 11:27:11 main:581] : INFO : Epoch 1997 | loss: 0.0311481 | val_loss: 0.0311734 | Time: 1420.06 ms [2021-10-04 11:27:12 main:581] : INFO : Epoch 1998 | loss: 0.0311461 | val_loss: 0.031174 | Time: 1646.08 ms [2021-10-04 11:27:14 main:581] : INFO : Epoch 1999 | loss: 0.0311455 | val_loss: 0.031174 | Time: 1683.33 ms [2021-10-04 11:27:16 main:581] : INFO : Epoch 2000 | loss: 0.0311451 | val_loss: 0.031176 | Time: 1687.91 ms [2021-10-04 11:27:17 main:581] : INFO : Epoch 2001 | loss: 0.0311431 | val_loss: 0.0311751 | Time: 1511.45 ms [2021-10-04 11:27:19 main:581] : INFO : Epoch 2002 | loss: 0.0311433 | val_loss: 0.0311712 | Time: 1477.42 ms [2021-10-04 11:27:20 main:581] : INFO : Epoch 2003 | loss: 0.0311443 | val_loss: 0.031177 | Time: 1466.92 ms [2021-10-04 11:27:22 main:581] : INFO : Epoch 2004 | loss: 0.03116 | val_loss: 0.0311789 | Time: 1490.96 ms [2021-10-04 11:27:23 main:581] : INFO : Epoch 2005 | loss: 0.0311553 | val_loss: 0.0311749 | Time: 1518.52 ms [2021-10-04 11:27:25 main:581] : INFO : Epoch 2006 | loss: 0.0311519 | val_loss: 0.0311702 | Time: 1682.45 ms [2021-10-04 11:27:27 main:581] : INFO : Epoch 2007 | loss: 0.0311526 | val_loss: 0.0311848 | Time: 1658.06 ms [2021-10-04 11:27:28 main:581] : INFO : Epoch 2008 | loss: 0.0311523 | val_loss: 0.031169 | Time: 1610.67 ms [2021-10-04 11:27:30 main:581] : INFO : Epoch 2009 | loss: 0.031148 | val_loss: 0.0311719 | Time: 1647.95 ms [2021-10-04 11:27:31 main:581] : INFO : Epoch 2010 | loss: 0.0311485 | val_loss: 0.0311712 | Time: 1551.33 ms [2021-10-04 11:27:33 main:581] : INFO : Epoch 2011 | loss: 0.0311458 | val_loss: 0.0311727 | Time: 1498.12 ms [2021-10-04 11:27:34 main:581] : INFO : Epoch 2012 | loss: 0.0311476 | val_loss: 0.0311753 | Time: 1445.48 ms [2021-10-04 11:27:36 main:581] : INFO : Epoch 2013 | loss: 0.0311489 | val_loss: 0.031174 | Time: 1442.21 ms [2021-10-04 11:27:37 main:581] : INFO : Epoch 2014 | loss: 0.0311476 | val_loss: 0.0311735 | Time: 1503.81 ms [2021-10-04 11:27:39 main:581] : INFO : Epoch 2015 | loss: 0.0311465 | val_loss: 0.0311716 | Time: 1509.26 ms [2021-10-04 11:27:40 main:581] : INFO : Epoch 2016 | loss: 0.0311451 | val_loss: 0.0311704 | Time: 1510.5 ms [2021-10-04 11:27:42 main:581] : INFO : Epoch 2017 | loss: 0.0311441 | val_loss: 0.0311733 | Time: 1639.32 ms [2021-10-04 11:27:44 main:581] : INFO : Epoch 2018 | loss: 0.0311441 | val_loss: 0.0311704 | Time: 1625.72 ms [2021-10-04 11:27:45 main:581] : INFO : Epoch 2019 | loss: 0.0311431 | val_loss: 0.0311749 | Time: 1504.39 ms [2021-10-04 11:27:47 main:581] : INFO : Epoch 2020 | loss: 0.0311492 | val_loss: 0.0311725 | Time: 1519.58 ms [2021-10-04 11:27:48 main:581] : INFO : Epoch 2021 | loss: 0.0311516 | val_loss: 0.0311747 | Time: 1601.14 ms [2021-10-04 11:27:50 main:581] : INFO : Epoch 2022 | loss: 0.0311486 | val_loss: 0.0311707 | Time: 1564.86 ms [2021-10-04 11:27:51 main:581] : INFO : Epoch 2023 | loss: 0.0311485 | val_loss: 0.0311704 | Time: 1656.59 ms [2021-10-04 11:27:53 main:581] : INFO : Epoch 2024 | loss: 0.0311466 | val_loss: 0.0311749 | Time: 1506.63 ms [2021-10-04 11:27:54 main:581] : INFO : Epoch 2025 | loss: 0.0311478 | val_loss: 0.0311757 | Time: 1458.99 ms [2021-10-04 11:27:56 main:581] : INFO : Epoch 2026 | loss: 0.0311505 | val_loss: 0.0311823 | Time: 1553 ms [2021-10-04 11:27:58 main:581] : INFO : Epoch 2027 | loss: 0.031147 | val_loss: 0.031171 | Time: 1555.3 ms [2021-10-04 11:27:59 main:581] : INFO : Epoch 2028 | loss: 0.031148 | val_loss: 0.0311699 | Time: 1727.1 ms [2021-10-04 11:28:01 main:581] : INFO : Epoch 2029 | loss: 0.031147 | val_loss: 0.031176 | Time: 1519.37 ms [2021-10-04 11:28:02 main:581] : INFO : Epoch 2030 | loss: 0.031143 | val_loss: 0.0311688 | Time: 1602.93 ms [2021-10-04 11:28:04 main:581] : INFO : Epoch 2031 | loss: 0.0311426 | val_loss: 0.0311673 | Time: 1523.11 ms [2021-10-04 11:28:06 main:581] : INFO : Epoch 2032 | loss: 0.0311407 | val_loss: 0.0311676 | Time: 1570.06 ms [2021-10-04 11:28:07 main:581] : INFO : Epoch 2033 | loss: 0.0311404 | val_loss: 0.0311746 | Time: 1510.81 ms [2021-10-04 11:28:09 main:581] : INFO : Epoch 2034 | loss: 0.0311432 | val_loss: 0.0311701 | Time: 1491.56 ms [2021-10-04 11:28:10 main:581] : INFO : Epoch 2035 | loss: 0.0311411 | val_loss: 0.0311724 | Time: 1513.06 ms [2021-10-04 11:28:12 main:581] : INFO : Epoch 2036 | loss: 0.0311431 | val_loss: 0.0311764 | Time: 1597.73 ms [2021-10-04 11:28:13 main:581] : INFO : Epoch 2037 | loss: 0.0311423 | val_loss: 0.031172 | Time: 1596.78 ms [2021-10-04 11:28:15 main:581] : INFO : Epoch 2038 | loss: 0.0311432 | val_loss: 0.031178 | Time: 1609.9 ms [2021-10-04 11:28:16 main:581] : INFO : Epoch 2039 | loss: 0.031145 | val_loss: 0.0311719 | Time: 1645.44 ms [2021-10-04 11:28:18 main:581] : INFO : Epoch 2040 | loss: 0.0311415 | val_loss: 0.0311739 | Time: 1530.25 ms [2021-10-04 11:28:20 main:581] : INFO : Epoch 2041 | loss: 0.0311403 | val_loss: 0.031181 | Time: 1696.45 ms [2021-10-04 11:28:21 main:581] : INFO : Epoch 2042 | loss: 0.0311415 | val_loss: 0.0311766 | Time: 1761.62 ms [2021-10-04 11:28:23 main:581] : INFO : Epoch 2043 | loss: 0.0311424 | val_loss: 0.0311821 | Time: 1648.34 ms [2021-10-04 11:28:25 main:581] : INFO : Epoch 2044 | loss: 0.031139 | val_loss: 0.0311792 | Time: 1655.4 ms [2021-10-04 11:28:26 main:581] : INFO : Epoch 2045 | loss: 0.0311448 | val_loss: 0.0311719 | Time: 1538.77 ms [2021-10-04 11:28:28 main:581] : INFO : Epoch 2046 | loss: 0.031149 | val_loss: 0.0311676 | Time: 1438.95 ms [2021-10-04 11:28:29 main:581] : INFO : Epoch 2047 | loss: 0.0311504 | val_loss: 0.0311814 | Time: 1455.94 ms [2021-10-04 11:28:31 main:581] : INFO : Epoch 2048 | loss: 0.031148 | val_loss: 0.0311732 | Time: 1485.11 ms [2021-10-04 11:28:31 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311732 [2021-10-04 11:28:31 main:610] : INFO : Saving end state to config to file [2021-10-04 11:28:31 main:615] : INFO : Success, exiting.. 11:28:31 (18669): 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)