Task 14618630
| Name | ParityModified-1647042069-12238-3-0_1 |
| Workunit | 10908599 |
| Created | 12 Apr 2022, 17:24:45 UTC |
| Sent | 12 Apr 2022, 17:29:16 UTC |
| Report deadline | 20 Apr 2022, 17:29:16 UTC |
| Received | 13 Apr 2022, 1:06:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5442 |
| Run time | 1 hours 9 min 2 sec |
| CPU time | 1 hours 8 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,261.53 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 | 13.38 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311568 | val_loss: 0.0311751 | Time: 2020.4 ms
[2022-04-12 17:48:41 main:581] : INFO : Epoch 1539 | loss: 0.0311611 | val_loss: 0.0311737 | Time: 2035.68 ms
[2022-04-12 17:48:43 main:581] : INFO : Epoch 1540 | loss: 0.031157 | val_loss: 0.0311716 | Time: 2039.75 ms
[2022-04-12 17:48:45 main:581] : INFO : Epoch 1541 | loss: 0.0311559 | val_loss: 0.0311707 | Time: 2045.07 ms
[2022-04-12 17:48:47 main:581] : INFO : Epoch 1542 | loss: 0.031153 | val_loss: 0.0311722 | Time: 2036.32 ms
[2022-04-12 17:48:49 main:581] : INFO : Epoch 1543 | loss: 0.0311527 | val_loss: 0.0311716 | Time: 2043.73 ms
[2022-04-12 17:48:51 main:581] : INFO : Epoch 1544 | loss: 0.0311548 | val_loss: 0.0311738 | Time: 1989.04 ms
[2022-04-12 17:48:53 main:581] : INFO : Epoch 1545 | loss: 0.031157 | val_loss: 0.0311736 | Time: 1971.42 ms
[2022-04-12 17:48:55 main:581] : INFO : Epoch 1546 | loss: 0.0311548 | val_loss: 0.0311733 | Time: 2032.59 ms
[2022-04-12 17:48:57 main:581] : INFO : Epoch 1547 | loss: 0.0311554 | val_loss: 0.0311729 | Time: 2035.29 ms
[2022-04-12 17:48:59 main:581] : INFO : Epoch 1548 | loss: 0.031155 | val_loss: 0.0311731 | Time: 1984.98 ms
[2022-04-12 17:49:01 main:581] : INFO : Epoch 1549 | loss: 0.0311535 | val_loss: 0.0311689 | Time: 1994.84 ms
[2022-04-12 17:49:03 main:581] : INFO : Epoch 1550 | loss: 0.0311554 | val_loss: 0.0311719 | Time: 2037.23 ms
[2022-04-12 17:49:05 main:581] : INFO : Epoch 1551 | loss: 0.0311558 | val_loss: 0.0311711 | Time: 1977.39 ms
[2022-04-12 17:49:07 main:581] : INFO : Epoch 1552 | loss: 0.0311561 | val_loss: 0.0311763 | Time: 2009.95 ms
[2022-04-12 17:49:09 main:581] : INFO : Epoch 1553 | loss: 0.0311567 | val_loss: 0.031173 | Time: 2016.99 ms
[2022-04-12 17:49:11 main:581] : INFO : Epoch 1554 | loss: 0.0311595 | val_loss: 0.0311711 | Time: 1997.37 ms
[2022-04-12 17:49:13 main:581] : INFO : Epoch 1555 | loss: 0.0311563 | val_loss: 0.0311706 | Time: 1986.94 ms
[2022-04-12 17:49:15 main:581] : INFO : Epoch 1556 | loss: 0.0311553 | val_loss: 0.0311701 | Time: 1991.35 ms
[2022-04-12 17:49:17 main:581] : INFO : Epoch 1557 | loss: 0.0311553 | val_loss: 0.0311694 | Time: 2026.81 ms
[2022-04-12 17:49:19 main:581] : INFO : Epoch 1558 | loss: 0.031156 | val_loss: 0.0311712 | Time: 2035.83 ms
[2022-04-12 17:49:21 main:581] : INFO : Epoch 1559 | loss: 0.0311555 | val_loss: 0.0311737 | Time: 2015.33 ms
[2022-04-12 17:49:23 main:581] : INFO : Epoch 1560 | loss: 0.0311546 | val_loss: 0.0311751 | Time: 2018.2 ms
[2022-04-12 17:49:25 main:581] : INFO : Epoch 1561 | loss: 0.0311564 | val_loss: 0.0311709 | Time: 1979.86 ms
[2022-04-12 17:49:27 main:581] : INFO : Epoch 1562 | loss: 0.0311605 | val_loss: 0.0311702 | Time: 2006.05 ms
[2022-04-12 17:49:29 main:581] : INFO : Epoch 1563 | loss: 0.0311584 | val_loss: 0.0311696 | Time: 2027.24 ms
[2022-04-12 17:49:31 main:581] : INFO : Epoch 1564 | loss: 0.0311577 | val_loss: 0.0311752 | Time: 2025.74 ms
[2022-04-12 17:49:33 main:581] : INFO : Epoch 1565 | loss: 0.0311574 | val_loss: 0.0311759 | Time: 2038.29 ms
[2022-04-12 17:49:35 main:581] : INFO : Epoch 1566 | loss: 0.0311556 | val_loss: 0.0311748 | Time: 1994.01 ms
[2022-04-12 17:49:37 main:581] : INFO : Epoch 1567 | loss: 0.0311553 | val_loss: 0.0311738 | Time: 2010.46 ms
[2022-04-12 17:49:39 main:581] : INFO : Epoch 1568 | loss: 0.0311571 | val_loss: 0.0311717 | Time: 2027.85 ms
[2022-04-12 17:49:41 main:581] : INFO : Epoch 1569 | loss: 0.0311554 | val_loss: 0.0311726 | Time: 2028.28 ms
[2022-04-12 17:49:43 main:581] : INFO : Epoch 1570 | loss: 0.0311537 | val_loss: 0.0311752 | Time: 2010.5 ms
[2022-04-12 17:49:45 main:581] : INFO : Epoch 1571 | loss: 0.0311542 | val_loss: 0.0311726 | Time: 2006.95 ms
[2022-04-12 17:49:47 main:581] : INFO : Epoch 1572 | loss: 0.0311547 | val_loss: 0.0311769 | Time: 2004.47 ms
[2022-04-12 17:49:49 main:581] : INFO : Epoch 1573 | loss: 0.0311561 | val_loss: 0.0311745 | Time: 2005.04 ms
[2022-04-12 17:49:51 main:581] : INFO : Epoch 1574 | loss: 0.0311566 | val_loss: 0.0311751 | Time: 2059.05 ms
[2022-04-12 17:49:53 main:581] : INFO : Epoch 1575 | loss: 0.031159 | val_loss: 0.0311725 | Time: 1975.03 ms
[2022-04-12 17:49:55 main:581] : INFO : Epoch 1576 | loss: 0.0311638 | val_loss: 0.0311686 | Time: 2042.27 ms
[2022-04-12 17:49:57 main:581] : INFO : Epoch 1577 | loss: 0.0311611 | val_loss: 0.0311683 | Time: 2028.49 ms
[2022-04-12 17:49:59 main:581] : INFO : Epoch 1578 | loss: 0.0311603 | val_loss: 0.0311708 | Time: 1972.21 ms
[2022-04-12 17:50:01 main:581] : INFO : Epoch 1579 | loss: 0.0311625 | val_loss: 0.0311686 | Time: 2031.38 ms
[2022-04-12 17:50:03 main:581] : INFO : Epoch 1580 | loss: 0.0311627 | val_loss: 0.0311694 | Time: 2017.22 ms
[2022-04-12 17:50:05 main:581] : INFO : Epoch 1581 | loss: 0.0311692 | val_loss: 0.031178 | Time: 2032.17 ms
[2022-04-12 17:50:07 main:581] : INFO : Epoch 1582 | loss: 0.0311693 | val_loss: 0.031176 | Time: 1984.27 ms
[2022-04-12 17:50:09 main:581] : INFO : Epoch 1583 | loss: 0.0311695 | val_loss: 0.0311729 | Time: 2021.88 ms
[2022-04-12 17:50:11 main:581] : INFO : Epoch 1584 | loss: 0.0311641 | val_loss: 0.0311697 | Time: 2011.45 ms
[2022-04-12 17:50:13 main:581] : INFO : Epoch 1585 | loss: 0.0311613 | val_loss: 0.0311707 | Time: 1980.58 ms
[2022-04-12 17:50:15 main:581] : INFO : Epoch 1586 | loss: 0.0311603 | val_loss: 0.0311715 | Time: 1989.08 ms
[2022-04-12 17:50:17 main:581] : INFO : Epoch 1587 | loss: 0.0311635 | val_loss: 0.0311731 | Time: 2013.28 ms
[2022-04-12 17:50:19 main:581] : INFO : Epoch 1588 | loss: 0.0311635 | val_loss: 0.0311706 | Time: 2028.23 ms
[2022-04-12 17:50:21 main:581] : INFO : Epoch 1589 | loss: 0.0311636 | val_loss: 0.0311719 | Time: 2013.42 ms
[2022-04-12 17:50:23 main:581] : INFO : Epoch 1590 | loss: 0.0311624 | val_loss: 0.0311691 | Time: 2012.29 ms
[2022-04-12 17:50:25 main:581] : INFO : Epoch 1591 | loss: 0.0311605 | val_loss: 0.0311692 | Time: 2020.08 ms
[2022-04-12 17:50:27 main:581] : INFO : Epoch 1592 | loss: 0.0311611 | val_loss: 0.0311711 | Time: 2026.68 ms
[2022-04-12 17:50:29 main:581] : INFO : Epoch 1593 | loss: 0.0311628 | val_loss: 0.0311754 | Time: 1995.97 ms
[2022-04-12 17:50:31 main:581] : INFO : Epoch 1594 | loss: 0.0311659 | val_loss: 0.0311762 | Time: 1983.02 ms
[2022-04-12 17:50:33 main:581] : INFO : Epoch 1595 | loss: 0.0311669 | val_loss: 0.031177 | Time: 1989.37 ms
[2022-04-12 17:50:35 main:581] : INFO : Epoch 1596 | loss: 0.0311697 | val_loss: 0.0311755 | Time: 2000.98 ms
[2022-04-12 17:50:37 main:581] : INFO : Epoch 1597 | loss: 0.0311708 | val_loss: 0.031175 | Time: 2012.71 ms
[2022-04-12 17:50:39 main:581] : INFO : Epoch 1598 | loss: 0.0311662 | val_loss: 0.0311727 | Time: 1968.75 ms
[2022-04-12 17:50:41 main:581] : INFO : Epoch 1599 | loss: 0.0311666 | val_loss: 0.031178 | Time: 2017.05 ms
[2022-04-12 17:50:43 main:581] : INFO : Epoch 1600 | loss: 0.0311694 | val_loss: 0.0311734 | Time: 2022.52 ms
[2022-04-12 17:50:45 main:581] : INFO : Epoch 1601 | loss: 0.0311694 | val_loss: 0.0311766 | Time: 2043.42 ms
[2022-04-12 17:50:48 main:581] : INFO : Epoch 1602 | loss: 0.0311669 | val_loss: 0.0311748 | Time: 2033.05 ms
[2022-04-12 17:50:50 main:581] : INFO : Epoch 1603 | loss: 0.0311691 | val_loss: 0.0311781 | Time: 2020.6 ms
[2022-04-12 17:50:52 main:581] : INFO : Epoch 1604 | loss: 0.0311674 | val_loss: 0.0311727 | Time: 2028.21 ms
[2022-04-12 17:50:54 main:581] : INFO : Epoch 1605 | loss: 0.0311641 | val_loss: 0.0311709 | Time: 2035.2 ms
[2022-04-12 17:50:56 main:581] : INFO : Epoch 1606 | loss: 0.0311625 | val_loss: 0.0311723 | Time: 2027.06 ms
[2022-04-12 17:50:58 main:581] : INFO : Epoch 1607 | loss: 0.0311641 | val_loss: 0.0311733 | Time: 2021.4 ms
[2022-04-12 17:51:00 main:581] : INFO : Epoch 1608 | loss: 0.0311656 | val_loss: 0.0311747 | Time: 2018.54 ms
[2022-04-12 17:51:02 main:581] : INFO : Epoch 1609 | loss: 0.0311647 | val_loss: 0.0311743 | Time: 1992.45 ms
[2022-04-12 17:51:04 main:581] : INFO : Epoch 1610 | loss: 0.0311648 | val_loss: 0.0311755 | Time: 2001.34 ms
[2022-04-12 17:51:06 main:581] : INFO : Epoch 1611 | loss: 0.031164 | val_loss: 0.031175 | Time: 2008.84 ms
[2022-04-12 17:51:08 main:581] : INFO : Epoch 1612 | loss: 0.0311619 | val_loss: 0.0311719 | Time: 2034.79 ms
[2022-04-12 17:51:10 main:581] : INFO : Epoch 1613 | loss: 0.0311611 | val_loss: 0.0311727 | Time: 2021.83 ms
[2022-04-12 17:51:12 main:581] : INFO : Epoch 1614 | loss: 0.0311618 | val_loss: 0.0311721 | Time: 2009.04 ms
[2022-04-12 17:51:14 main:581] : INFO : Epoch 1615 | loss: 0.0311619 | val_loss: 0.0311777 | Time: 2024.44 ms
[2022-04-12 17:51:16 main:581] : INFO : Epoch 1616 | loss: 0.0311645 | val_loss: 0.0311734 | Time: 1995.8 ms
[2022-04-12 17:51:18 main:581] : INFO : Epoch 1617 | loss: 0.0311643 | val_loss: 0.0311731 | Time: 2012.99 ms
[2022-04-12 17:51:20 main:581] : INFO : Epoch 1618 | loss: 0.0311636 | val_loss: 0.0311728 | Time: 2001.32 ms
[2022-04-12 17:51:22 main:581] : INFO : Epoch 1619 | loss: 0.0311623 | val_loss: 0.0311746 | Time: 2046.12 ms
[2022-04-12 17:51:24 main:581] : INFO : Epoch 1620 | loss: 0.0311655 | val_loss: 0.0311755 | Time: 2037.83 ms
[2022-04-12 17:51:26 main:581] : INFO : Epoch 1621 | loss: 0.0311617 | val_loss: 0.0311741 | Time: 2017.25 ms
[2022-04-12 17:51:28 main:581] : INFO : Epoch 1622 | loss: 0.0311611 | val_loss: 0.0311745 | Time: 1985.67 ms
[2022-04-12 17:51:30 main:581] : INFO : Epoch 1623 | loss: 0.0311645 | val_loss: 0.0311757 | Time: 1938.58 ms
[2022-04-12 17:51:32 main:581] : INFO : Epoch 1624 | loss: 0.031164 | val_loss: 0.0311754 | Time: 1988.42 ms
[2022-04-12 17:51:34 main:581] : INFO : Epoch 1625 | loss: 0.0311621 | val_loss: 0.031174 | Time: 1965.45 ms
[2022-04-12 17:51:36 main:581] : INFO : Epoch 1626 | loss: 0.0311616 | val_loss: 0.0311737 | Time: 2031.9 ms
[2022-04-12 17:51:38 main:581] : INFO : Epoch 1627 | loss: 0.0311599 | val_loss: 0.031171 | Time: 2049.93 ms
[2022-04-12 17:51:40 main:581] : INFO : Epoch 1628 | loss: 0.0311607 | val_loss: 0.0311749 | Time: 2003.72 ms
[2022-04-12 17:51:42 main:581] : INFO : Epoch 1629 | loss: 0.0311693 | val_loss: 0.0311751 | Time: 2015.58 ms
[2022-04-12 17:51:44 main:581] : INFO : Epoch 1630 | loss: 0.0311693 | val_loss: 0.0311729 | Time: 2030.76 ms
[2022-04-12 17:51:46 main:581] : INFO : Epoch 1631 | loss: 0.0311738 | val_loss: 0.0311762 | Time: 2010.15 ms
[2022-04-12 17:51:48 main:581] : INFO : Epoch 1632 | loss: 0.0311744 | val_loss: 0.0311718 | Time: 2044.43 ms
[2022-04-12 17:51:50 main:581] : INFO : Epoch 1633 | loss: 0.0311738 | val_loss: 0.0311735 | Time: 2028.58 ms
[2022-04-12 17:51:52 main:581] : INFO : Epoch 1634 | loss: 0.031171 | val_loss: 0.0311705 | Time: 2012.01 ms
[2022-04-12 17:51:54 main:581] : INFO : Epoch 1635 | loss: 0.0311712 | val_loss: 0.0311723 | Time: 2026.87 ms
[2022-04-12 17:51:56 main:581] : INFO : Epoch 1636 | loss: 0.0311673 | val_loss: 0.0311742 | Time: 2025.79 ms
[2022-04-12 17:51:58 main:581] : INFO : Epoch 1637 | loss: 0.0311664 | val_loss: 0.0311725 | Time: 2019 ms
[2022-04-12 17:52:00 main:581] : INFO : Epoch 1638 | loss: 0.0311655 | val_loss: 0.0311741 | Time: 2031.89 ms
[2022-04-12 17:52:02 main:581] : INFO : Epoch 1639 | loss: 0.0311648 | val_loss: 0.031172 | Time: 2035.23 ms
[2022-04-12 17:52:04 main:581] : INFO : Epoch 1640 | loss: 0.0311655 | val_loss: 0.0311747 | Time: 1989.23 ms
[2022-04-12 17:52:06 main:581] : INFO : Epoch 1641 | loss: 0.031166 | val_loss: 0.0311749 | Time: 2021.85 ms
[2022-04-12 17:52:08 main:581] : INFO : Epoch 1642 | loss: 0.0311658 | val_loss: 0.0311737 | Time: 2006.35 ms
[2022-04-12 17:52:10 main:581] : INFO : Epoch 1643 | loss: 0.0311666 | val_loss: 0.0311748 | Time: 1920.38 ms
[2022-04-12 17:52:12 main:581] : INFO : Epoch 1644 | loss: 0.0311674 | val_loss: 0.031174 | Time: 2013.47 ms
[2022-04-12 17:52:14 main:581] : INFO : Epoch 1645 | loss: 0.0311666 | val_loss: 0.031175 | Time: 2048.76 ms
[2022-04-12 17:52:16 main:581] : INFO : Epoch 1646 | loss: 0.0311658 | val_loss: 0.0311745 | Time: 2039.09 ms
[2022-04-12 17:52:18 main:581] : INFO : Epoch 1647 | loss: 0.0311654 | val_loss: 0.0311739 | Time: 1985.54 ms
[2022-04-12 17:52:20 main:581] : INFO : Epoch 1648 | loss: 0.0311648 | val_loss: 0.0311764 | Time: 2007.01 ms
[2022-04-12 17:52:22 main:581] : INFO : Epoch 1649 | loss: 0.0311683 | val_loss: 0.0311746 | Time: 1999.61 ms
[2022-04-12 17:52:24 main:581] : INFO : Epoch 1650 | loss: 0.0311684 | val_loss: 0.0311792 | Time: 2011.29 ms
[2022-04-12 17:52:26 main:581] : INFO : Epoch 1651 | loss: 0.031168 | val_loss: 0.0311734 | Time: 2025.51 ms
[2022-04-12 17:52:28 main:581] : INFO : Epoch 1652 | loss: 0.0311677 | val_loss: 0.0311757 | Time: 2035.81 ms
[2022-04-12 17:52:30 main:581] : INFO : Epoch 1653 | loss: 0.0311654 | val_loss: 0.0311731 | Time: 2034.47 ms
[2022-04-12 17:52:32 main:581] : INFO : Epoch 1654 | loss: 0.0311651 | val_loss: 0.0311713 | Time: 2043.21 ms
[2022-04-12 17:52:34 main:581] : INFO : Epoch 1655 | loss: 0.031165 | val_loss: 0.0311726 | Time: 2016 ms
[2022-04-12 17:52:36 main:581] : INFO : Epoch 1656 | loss: 0.0311665 | val_loss: 0.0311734 | Time: 1989.22 ms
[2022-04-12 17:52:38 main:581] : INFO : Epoch 1657 | loss: 0.0311672 | val_loss: 0.0311723 | Time: 2019.85 ms
[2022-04-12 17:52:40 main:581] : INFO : Epoch 1658 | loss: 0.0311671 | val_loss: 0.0311687 | Time: 2029.71 ms
[2022-04-12 17:52:42 main:581] : INFO : Epoch 1659 | loss: 0.0311671 | val_loss: 0.0311669 | Time: 2046.59 ms
[2022-04-12 17:52:44 main:581] : INFO : Epoch 1660 | loss: 0.0311649 | val_loss: 0.031168 | Time: 2025.42 ms
[2022-04-12 17:52:46 main:581] : INFO : Epoch 1661 | loss: 0.031164 | val_loss: 0.0311655 | Time: 1973.86 ms
[2022-04-12 17:52:48 main:581] : INFO : Epoch 1662 | loss: 0.0311629 | val_loss: 0.0311667 | Time: 2011.92 ms
[2022-04-12 17:52:50 main:581] : INFO : Epoch 1663 | loss: 0.0311623 | val_loss: 0.0311652 | Time: 1941.24 ms
[2022-04-12 17:52:52 main:581] : INFO : Epoch 1664 | loss: 0.0311614 | val_loss: 0.0311683 | Time: 1900.65 ms
[2022-04-12 17:52:54 main:581] : INFO : Epoch 1665 | loss: 0.0311607 | val_loss: 0.0311654 | Time: 2008.56 ms
[2022-04-12 17:52:56 main:581] : INFO : Epoch 1666 | loss: 0.0311609 | val_loss: 0.0311679 | Time: 1989.61 ms
[2022-04-12 17:52:58 main:581] : INFO : Epoch 1667 | loss: 0.0311613 | val_loss: 0.0311682 | Time: 2036.7 ms
[2022-04-12 17:53:00 main:581] : INFO : Epoch 1668 | loss: 0.0311632 | val_loss: 0.0311667 | Time: 2026.75 ms
[2022-04-12 17:53:02 main:581] : INFO : Epoch 1669 | loss: 0.031165 | val_loss: 0.0311688 | Time: 2021.97 ms
[2022-04-12 17:53:04 main:581] : INFO : Epoch 1670 | loss: 0.0311657 | val_loss: 0.0311725 | Time: 2006.92 ms
[2022-04-12 17:53:06 main:581] : INFO : Epoch 1671 | loss: 0.0311637 | val_loss: 0.0311718 | Time: 1996.6 ms
[2022-04-12 17:53:08 main:581] : INFO : Epoch 1672 | loss: 0.0311595 | val_loss: 0.0311696 | Time: 2023.21 ms
[2022-04-12 17:53:10 main:581] : INFO : Epoch 1673 | loss: 0.0311611 | val_loss: 0.0311708 | Time: 2027.32 ms
[2022-04-12 17:53:12 main:581] : INFO : Epoch 1674 | loss: 0.0311624 | val_loss: 0.0311673 | Time: 1989.75 ms
[2022-04-12 17:53:14 main:581] : INFO : Epoch 1675 | loss: 0.0311612 | val_loss: 0.0311696 | Time: 1967.66 ms
[2022-04-12 17:53:16 main:581] : INFO : Epoch 1676 | loss: 0.0311623 | val_loss: 0.0311717 | Time: 2008.92 ms
[2022-04-12 17:53:18 main:581] : INFO : Epoch 1677 | loss: 0.0311618 | val_loss: 0.0311695 | Time: 2006.69 ms
[2022-04-12 17:53:20 main:581] : INFO : Epoch 1678 | loss: 0.0311617 | val_loss: 0.0311678 | Time: 2031.7 ms
[2022-04-12 17:53:22 main:581] : INFO : Epoch 1679 | loss: 0.0311612 | val_loss: 0.0311684 | Time: 2030.79 ms
[2022-04-12 17:53:24 main:581] : INFO : Epoch 1680 | loss: 0.0311623 | val_loss: 0.0311668 | Time: 1993.91 ms
[2022-04-12 17:53:26 main:581] : INFO : Epoch 1681 | loss: 0.0311615 | val_loss: 0.0311676 | Time: 1983.39 ms
[2022-04-12 17:53:28 main:581] : INFO : Epoch 1682 | loss: 0.031163 | val_loss: 0.0311665 | Time: 1984.62 ms
[2022-04-12 17:53:30 main:581] : INFO : Epoch 1683 | loss: 0.0311612 | val_loss: 0.0311685 | Time: 1989.08 ms
[2022-04-12 17:53:32 main:581] : INFO : Epoch 1684 | loss: 0.0311604 | val_loss: 0.0311659 | Time: 1995.61 ms
[2022-04-12 17:53:34 main:581] : INFO : Epoch 1685 | loss: 0.0311593 | val_loss: 0.0311655 | Time: 1978.56 ms
[2022-04-12 17:53:36 main:581] : INFO : Epoch 1686 | loss: 0.0311585 | val_loss: 0.0311677 | Time: 2038.32 ms
[2022-04-12 17:53:38 main:581] : INFO : Epoch 1687 | loss: 0.0311584 | val_loss: 0.0311696 | Time: 2018.57 ms
[2022-04-12 17:53:40 main:581] : INFO : Epoch 1688 | loss: 0.0311599 | val_loss: 0.0311709 | Time: 2007.06 ms
[2022-04-12 17:53:42 main:581] : INFO : Epoch 1689 | loss: 0.0311612 | val_loss: 0.031173 | Time: 2024.25 ms
[2022-04-12 17:53:44 main:581] : INFO : Epoch 1690 | loss: 0.0311621 | val_loss: 0.031174 | Time: 2016.62 ms
[2022-04-12 17:53:47 main:581] : INFO : Epoch 1691 | loss: 0.0311655 | val_loss: 0.0311709 | Time: 2020.04 ms
[2022-04-12 17:53:48 main:581] : INFO : Epoch 1692 | loss: 0.0311676 | val_loss: 0.0311788 | Time: 1990.49 ms
[2022-04-12 17:53:50 main:581] : INFO : Epoch 1693 | loss: 0.0311718 | val_loss: 0.0311786 | Time: 1982.75 ms
[2022-04-12 17:53:53 main:581] : INFO : Epoch 1694 | loss: 0.0311702 | val_loss: 0.0311781 | Time: 2022.35 ms
[2022-04-12 17:53:55 main:581] : INFO : Epoch 1695 | loss: 0.0311699 | val_loss: 0.0311765 | Time: 2042.2 ms
[2022-04-12 17:53:57 main:581] : INFO : Epoch 1696 | loss: 0.0311676 | val_loss: 0.0311789 | Time: 1964.3 ms
[2022-04-12 17:53:59 main:581] : INFO : Epoch 1697 | loss: 0.0311679 | val_loss: 0.031176 | Time: 2030.57 ms
[2022-04-12 17:54:01 main:581] : INFO : Epoch 1698 | loss: 0.0311665 | val_loss: 0.0311742 | Time: 2025.63 ms
[2022-04-12 17:54:03 main:581] : INFO : Epoch 1699 | loss: 0.0311664 | val_loss: 0.0311765 | Time: 2064.02 ms
[2022-04-12 17:54:05 main:581] : INFO : Epoch 1700 | loss: 0.0311673 | val_loss: 0.0311736 | Time: 1977.74 ms
[2022-04-12 17:54:07 main:581] : INFO : Epoch 1701 | loss: 0.0311654 | val_loss: 0.0311751 | Time: 2003.65 ms
[2022-04-12 17:54:09 main:581] : INFO : Epoch 1702 | loss: 0.0311669 | val_loss: 0.0311789 | Time: 1975.41 ms
[2022-04-12 17:54:11 main:581] : INFO : Epoch 1703 | loss: 0.0311671 | val_loss: 0.0311752 | Time: 1997.33 ms
[2022-04-12 17:54:13 main:581] : INFO : Epoch 1704 | loss: 0.0311668 | val_loss: 0.0311743 | Time: 2064.56 ms
[2022-04-12 17:54:15 main:581] : INFO : Epoch 1705 | loss: 0.0311651 | val_loss: 0.0311757 | Time: 2037.31 ms
[2022-04-12 17:54:17 main:581] : INFO : Epoch 1706 | loss: 0.0311646 | val_loss: 0.0311758 | Time: 2015.14 ms
[2022-04-12 17:54:19 main:581] : INFO : Epoch 1707 | loss: 0.0311646 | val_loss: 0.0311754 | Time: 2014.67 ms
[2022-04-12 17:54:21 main:581] : INFO : Epoch 1708 | loss: 0.0311671 | val_loss: 0.0311739 | Time: 2043.88 ms
[2022-04-12 17:54:23 main:581] : INFO : Epoch 1709 | loss: 0.0311686 | val_loss: 0.0311753 | Time: 1987.26 ms
[2022-04-12 17:54:25 main:581] : INFO : Epoch 1710 | loss: 0.0311661 | val_loss: 0.0311747 | Time: 2039.85 ms
[2022-04-12 17:54:27 main:581] : INFO : Epoch 1711 | loss: 0.0311648 | val_loss: 0.0311733 | Time: 1953.26 ms
[2022-04-12 17:54:29 main:581] : INFO : Epoch 1712 | loss: 0.031164 | val_loss: 0.0311738 | Time: 2011.18 ms
[2022-04-12 17:54:31 main:581] : INFO : Epoch 1713 | loss: 0.0311641 | val_loss: 0.0311747 | Time: 2025.96 ms
[2022-04-12 17:54:33 main:581] : INFO : Epoch 1714 | loss: 0.0311643 | val_loss: 0.0311759 | Time: 2029.41 ms
[2022-04-12 17:54:35 main:581] : INFO : Epoch 1715 | loss: 0.0311683 | val_loss: 0.0311819 | Time: 2037.38 ms
[2022-04-12 17:54:37 main:581] : INFO : Epoch 1716 | loss: 0.0311697 | val_loss: 0.0311772 | Time: 2038.91 ms
[2022-04-12 17:54:39 main:581] : INFO : Epoch 1717 | loss: 0.0311656 | val_loss: 0.0311774 | Time: 2025.47 ms
[2022-04-12 17:54:41 main:581] : INFO : Epoch 1718 | loss: 0.0311637 | val_loss: 0.0311759 | Time: 2027.82 ms
[2022-04-12 17:54:43 main:581] : INFO : Epoch 1719 | loss: 0.031164 | val_loss: 0.0311749 | Time: 2036.33 ms
[2022-04-12 17:54:45 main:581] : INFO : Epoch 1720 | loss: 0.031163 | val_loss: 0.0311757 | Time: 2024.55 ms
[2022-04-12 17:54:47 main:581] : INFO : Epoch 1721 | loss: 0.031163 | val_loss: 0.0311738 | Time: 2028.84 ms
[2022-04-12 17:54:49 main:581] : INFO : Epoch 1722 | loss: 0.0311623 | val_loss: 0.0311757 | Time: 2019.31 ms
[2022-04-12 17:54:51 main:581] : INFO : Epoch 1723 | loss: 0.0311625 | val_loss: 0.0311786 | Time: 2018.93 ms
[2022-04-12 17:54:53 main:581] : INFO : Epoch 1724 | loss: 0.0311641 | val_loss: 0.0311747 | Time: 2024.71 ms
[2022-04-12 17:54:55 main:581] : INFO : Epoch 1725 | loss: 0.0311657 | val_loss: 0.0311732 | Time: 2059.46 ms
[2022-04-12 17:54:57 main:581] : INFO : Epoch 1726 | loss: 0.0311646 | val_loss: 0.0311804 | Time: 2038.57 ms
[2022-04-12 17:54:59 main:581] : INFO : Epoch 1727 | loss: 0.0311688 | val_loss: 0.0311762 | Time: 2040.99 ms
[2022-04-12 17:55:01 main:581] : INFO : Epoch 1728 | loss: 0.0311656 | val_loss: 0.0311764 | Time: 2059.21 ms
[2022-04-12 17:55:03 main:581] : INFO : Epoch 1729 | loss: 0.0311641 | val_loss: 0.0311747 | Time: 2046.37 ms
[2022-04-12 17:55:05 main:581] : INFO : Epoch 1730 | loss: 0.0311653 | val_loss: 0.0311741 | Time: 1980.33 ms
[2022-04-12 17:55:07 main:581] : INFO : Epoch 1731 | loss: 0.0311705 | val_loss: 0.0311803 | Time: 2018.7 ms
[2022-04-12 17:55:09 main:581] : INFO : Epoch 1732 | loss: 0.031172 | val_loss: 0.031179 | Time: 1989.26 ms
[2022-04-12 17:55:11 main:581] : INFO : Epoch 1733 | loss: 0.0311744 | val_loss: 0.0311807 | Time: 2035.4 ms
[2022-04-12 17:55:13 main:581] : INFO : Epoch 1734 | loss: 0.0311762 | val_loss: 0.0311787 | Time: 2020.6 ms
[2022-04-12 17:55:15 main:581] : INFO : Epoch 1735 | loss: 0.0311748 | val_loss: 0.0311758 | Time: 1991.85 ms
[2022-04-12 17:55:17 main:581] : INFO : Epoch 1736 | loss: 0.0311739 | val_loss: 0.0311766 | Time: 2034.71 ms
[2022-04-12 17:55:19 main:581] : INFO : Epoch 1737 | loss: 0.0311706 | val_loss: 0.0311752 | Time: 2042.76 ms
[2022-04-12 17:55:21 main:581] : INFO : Epoch 1738 | loss: 0.0311681 | val_loss: 0.0311753 | Time: 1941.84 ms
[2022-04-12 17:55:23 main:581] : INFO : Epoch 1739 | loss: 0.0311675 | val_loss: 0.0311776 | Time: 2020.21 ms
[2022-04-12 17:55:25 main:581] : INFO : Epoch 1740 | loss: 0.0311691 | val_loss: 0.0311762 | Time: 2040.57 ms
[2022-04-12 17:55:28 main:581] : INFO : Epoch 1741 | loss: 0.0311674 | val_loss: 0.03118 | Time: 2042.97 ms
[2022-04-12 17:55:30 main:581] : INFO : Epoch 1742 | loss: 0.0311677 | val_loss: 0.0311762 | Time: 1984.69 ms
[2022-04-12 17:55:32 main:581] : INFO : Epoch 1743 | loss: 0.0311767 | val_loss: 0.0311843 | Time: 2020.91 ms
[2022-04-12 17:55:34 main:581] : INFO : Epoch 1744 | loss: 0.0311811 | val_loss: 0.0311854 | Time: 2016.83 ms
[2022-04-12 17:55:36 main:581] : INFO : Epoch 1745 | loss: 0.0311809 | val_loss: 0.0311839 | Time: 2051.89 ms
[2022-04-12 17:55:38 main:581] : INFO : Epoch 1746 | loss: 0.0311795 | val_loss: 0.031184 | Time: 1958.23 ms
[2022-04-12 17:55:40 main:581] : INFO : Epoch 1747 | loss: 0.0311784 | val_loss: 0.0311804 | Time: 1995.8 ms
[2022-04-12 17:55:42 main:581] : INFO : Epoch 1748 | loss: 0.0311768 | val_loss: 0.031179 | Time: 2002.84 ms
[2022-04-12 17:55:44 main:581] : INFO : Epoch 1749 | loss: 0.0311758 | val_loss: 0.031178 | Time: 2052.07 ms
[2022-04-12 17:55:46 main:581] : INFO : Epoch 1750 | loss: 0.0311757 | val_loss: 0.0311786 | Time: 1992.16 ms
[2022-04-12 17:55:48 main:581] : INFO : Epoch 1751 | loss: 0.0311752 | val_loss: 0.0311778 | Time: 2023.85 ms
[2022-04-12 17:55:50 main:581] : INFO : Epoch 1752 | loss: 0.0311746 | val_loss: 0.031178 | Time: 2038.32 ms
[2022-04-12 17:55:52 main:581] : INFO : Epoch 1753 | loss: 0.0311735 | val_loss: 0.0311737 | Time: 2037.78 ms
[2022-04-12 17:55:54 main:581] : INFO : Epoch 1754 | loss: 0.031171 | val_loss: 0.0311751 | Time: 2065.47 ms
[2022-04-12 17:55:56 main:581] : INFO : Epoch 1755 | loss: 0.0311715 | val_loss: 0.0311755 | Time: 2036.52 ms
[2022-04-12 17:55:58 main:581] : INFO : Epoch 1756 | loss: 0.0311722 | val_loss: 0.0311774 | Time: 2042.4 ms
[2022-04-12 17:56:00 main:581] : INFO : Epoch 1757 | loss: 0.0311711 | val_loss: 0.0311763 | Time: 1998.69 ms
[2022-04-12 17:56:02 main:581] : INFO : Epoch 1758 | loss: 0.0311708 | val_loss: 0.0311761 | Time: 2015.76 ms
[2022-04-12 17:56:04 main:581] : INFO : Epoch 1759 | loss: 0.0311697 | val_loss: 0.0311782 | Time: 2023.76 ms
[2022-04-12 17:56:06 main:581] : INFO : Epoch 1760 | loss: 0.0311677 | val_loss: 0.0311753 | Time: 2047.14 ms
[2022-04-12 17:56:08 main:581] : INFO : Epoch 1761 | loss: 0.0311694 | val_loss: 0.031183 | Time: 2007.5 ms
[2022-04-12 17:56:10 main:581] : INFO : Epoch 1762 | loss: 0.0311686 | val_loss: 0.0311796 | Time: 2043.79 ms
[2022-04-12 17:56:12 main:581] : INFO : Epoch 1763 | loss: 0.031168 | val_loss: 0.0311799 | Time: 2029.73 ms
[2022-04-12 17:56:14 main:581] : INFO : Epoch 1764 | loss: 0.0311689 | val_loss: 0.0311771 | Time: 2037.68 ms
[2022-04-12 17:56:16 main:581] : INFO : Epoch 1765 | loss: 0.0311677 | val_loss: 0.0311762 | Time: 2016.63 ms
[2022-04-12 17:56:18 main:581] : INFO : Epoch 1766 | loss: 0.0311662 | val_loss: 0.0311763 | Time: 2032.07 ms
[2022-04-12 17:56:20 main:581] : INFO : Epoch 1767 | loss: 0.0311668 | val_loss: 0.0311755 | Time: 2047.39 ms
[2022-04-12 17:56:22 main:581] : INFO : Epoch 1768 | loss: 0.0311656 | val_loss: 0.0311772 | Time: 2034.08 ms
[2022-04-12 17:56:24 main:581] : INFO : Epoch 1769 | loss: 0.0311656 | val_loss: 0.0311762 | Time: 2002.1 ms
[2022-04-12 17:56:26 main:581] : INFO : Epoch 1770 | loss: 0.031166 | val_loss: 0.0311762 | Time: 2067.95 ms
[2022-04-12 17:56:28 main:581] : INFO : Epoch 1771 | loss: 0.0311661 | val_loss: 0.0311771 | Time: 2051.98 ms
[2022-04-12 17:56:30 main:581] : INFO : Epoch 1772 | loss: 0.0311657 | val_loss: 0.0311757 | Time: 2053.22 ms
[2022-04-12 17:56:32 main:581] : INFO : Epoch 1773 | loss: 0.0311653 | val_loss: 0.031178 | Time: 2037.64 ms
[2022-04-12 17:56:34 main:581] : INFO : Epoch 1774 | loss: 0.0311656 | val_loss: 0.0311758 | Time: 2035.95 ms
[2022-04-12 17:56:36 main:581] : INFO : Epoch 1775 | loss: 0.0311662 | val_loss: 0.0311753 | Time: 1992.94 ms
[2022-04-12 17:56:38 main:581] : INFO : Epoch 1776 | loss: 0.0311676 | val_loss: 0.0311858 | Time: 2005.91 ms
[2022-04-12 17:56:40 main:581] : INFO : Epoch 1777 | loss: 0.0311675 | val_loss: 0.031177 | Time: 2001.75 ms
[2022-04-12 17:56:42 main:581] : INFO : Epoch 1778 | loss: 0.0311657 | val_loss: 0.031177 | Time: 2052.32 ms
[2022-04-12 17:56:44 main:581] : INFO : Epoch 1779 | loss: 0.0311642 | val_loss: 0.031178 | Time: 1988.94 ms
[2022-04-12 17:56:47 main:581] : INFO : Epoch 1780 | loss: 0.031165 | val_loss: 0.0311805 | Time: 2059.44 ms
[2022-04-12 17:56:49 main:581] : INFO : Epoch 1781 | loss: 0.0311643 | val_loss: 0.0311782 | Time: 2044.96 ms
[2022-04-12 17:56:51 main:581] : INFO : Epoch 1782 | loss: 0.0311641 | val_loss: 0.031179 | Time: 2034.94 ms
[2022-04-12 17:56:53 main:581] : INFO : Epoch 1783 | loss: 0.0311637 | val_loss: 0.0311762 | Time: 2011.72 ms
[2022-04-12 17:56:55 main:581] : INFO : Epoch 1784 | loss: 0.0311631 | val_loss: 0.0311762 | Time: 1978.4 ms
[2022-04-12 17:56:57 main:581] : INFO : Epoch 1785 | loss: 0.0311643 | val_loss: 0.031181 | Time: 2025.29 ms
[2022-04-12 17:56:59 main:581] : INFO : Epoch 1786 | loss: 0.031166 | val_loss: 0.0311808 | Time: 2005.73 ms
[2022-04-12 17:57:01 main:581] : INFO : Epoch 1787 | loss: 0.0311683 | val_loss: 0.0311791 | Time: 2036.17 ms
[2022-04-12 17:57:03 main:581] : INFO : Epoch 1788 | loss: 0.0311666 | val_loss: 0.0311808 | Time: 2044.03 ms
[2022-04-12 17:57:05 main:581] : INFO : Epoch 1789 | loss: 0.0311673 | val_loss: 0.0311815 | Time: 2032.17 ms
[2022-04-12 17:57:07 main:581] : INFO : Epoch 1790 | loss: 0.0311673 | val_loss: 0.0311805 | Time: 2059.22 ms
[2022-04-12 17:57:09 main:581] : INFO : Epoch 1791 | loss: 0.031166 | val_loss: 0.0311807 | Time: 2038 ms
[2022-04-12 17:57:11 main:581] : INFO : Epoch 1792 | loss: 0.0311675 | val_loss: 0.0311822 | Time: 2032.59 ms
[2022-04-12 17:57:13 main:581] : INFO : Epoch 1793 | loss: 0.0311661 | val_loss: 0.0311791 | Time: 1942.1 ms
[2022-04-12 17:57:15 main:581] : INFO : Epoch 1794 | loss: 0.0311654 | val_loss: 0.0311786 | Time: 2010.91 ms
[2022-04-12 17:57:17 main:581] : INFO : Epoch 1795 | loss: 0.0311653 | val_loss: 0.0311785 | Time: 2006.17 ms
[2022-04-12 17:57:19 main:581] : INFO : Epoch 1796 | loss: 0.0311656 | val_loss: 0.0311786 | Time: 2044.38 ms
[2022-04-12 17:57:21 main:581] : INFO : Epoch 1797 | loss: 0.0311654 | val_loss: 0.0311804 | Time: 2027.67 ms
[2022-04-12 17:57:23 main:581] : INFO : Epoch 1798 | loss: 0.0311665 | val_loss: 0.0311782 | Time: 2058.95 ms
[2022-04-12 17:57:25 main:581] : INFO : Epoch 1799 | loss: 0.0311656 | val_loss: 0.031184 | Time: 2049.31 ms
[2022-04-12 17:57:27 main:581] : INFO : Epoch 1800 | loss: 0.0311646 | val_loss: 0.0311825 | Time: 2045.61 ms
[2022-04-12 17:57:29 main:581] : INFO : Epoch 1801 | loss: 0.0311646 | val_loss: 0.0311814 | Time: 2046.73 ms
[2022-04-12 17:57:31 main:581] : INFO : Epoch 1802 | loss: 0.0311649 | val_loss: 0.0311814 | Time: 2042.62 ms
[2022-04-12 17:57:33 main:581] : INFO : Epoch 1803 | loss: 0.0311634 | val_loss: 0.0311814 | Time: 2032.17 ms
[2022-04-12 17:57:35 main:581] : INFO : Epoch 1804 | loss: 0.0311649 | val_loss: 0.0311805 | Time: 2023.05 ms
[2022-04-12 17:57:37 main:581] : INFO : Epoch 1805 | loss: 0.0311619 | val_loss: 0.0311835 | Time: 2052.64 ms
[2022-04-12 17:57:39 main:581] : INFO : Epoch 1806 | loss: 0.0311615 | val_loss: 0.0311824 | Time: 2055.44 ms
[2022-04-12 17:57:41 main:581] : INFO : Epoch 1807 | loss: 0.0311623 | val_loss: 0.0311829 | Time: 2043.57 ms
[2022-04-12 17:57:43 main:581] : INFO : Epoch 1808 | loss: 0.0311623 | val_loss: 0.0311845 | Time: 2017.03 ms
[2022-04-12 17:57:45 main:581] : INFO : Epoch 1809 | loss: 0.031162 | val_loss: 0.0311808 | Time: 2005.23 ms
[2022-04-12 17:57:47 main:581] : INFO : Epoch 1810 | loss: 0.0311633 | val_loss: 0.0311808 | Time: 2012.12 ms
[2022-04-12 17:57:49 main:581] : INFO : Epoch 1811 | loss: 0.0311657 | val_loss: 0.0311827 | Time: 2041.57 ms
[2022-04-12 17:57:51 main:581] : INFO : Epoch 1812 | loss: 0.0311635 | val_loss: 0.0311803 | Time: 1996.69 ms
[2022-04-12 17:57:54 main:581] : INFO : Epoch 1813 | loss: 0.0311652 | val_loss: 0.0311853 | Time: 2055.19 ms
[2022-04-12 17:57:56 main:581] : INFO : Epoch 1814 | loss: 0.0311638 | val_loss: 0.0311808 | Time: 1988.21 ms
[2022-04-12 17:57:58 main:581] : INFO : Epoch 1815 | loss: 0.0311643 | val_loss: 0.0311816 | Time: 2041.9 ms
[2022-04-12 17:58:00 main:581] : INFO : Epoch 1816 | loss: 0.0311632 | val_loss: 0.0311804 | Time: 2047 ms
[2022-04-12 17:58:02 main:581] : INFO : Epoch 1817 | loss: 0.0311632 | val_loss: 0.0311812 | Time: 1971.66 ms
[2022-04-12 17:58:04 main:581] : INFO : Epoch 1818 | loss: 0.0311648 | val_loss: 0.031182 | Time: 2052.32 ms
[2022-04-12 17:58:06 main:581] : INFO : Epoch 1819 | loss: 0.031167 | val_loss: 0.0311818 | Time: 2023.81 ms
[2022-04-12 17:58:08 main:581] : INFO : Epoch 1820 | loss: 0.0311664 | val_loss: 0.0311837 | Time: 1995.78 ms
[2022-04-12 17:58:10 main:581] : INFO : Epoch 1821 | loss: 0.0311652 | val_loss: 0.0311822 | Time: 2040.29 ms
[2022-04-12 17:58:12 main:581] : INFO : Epoch 1822 | loss: 0.0311637 | val_loss: 0.0311799 | Time: 2030.56 ms
[2022-04-12 17:58:14 main:581] : INFO : Epoch 1823 | loss: 0.031164 | val_loss: 0.0311803 | Time: 2037.91 ms
[2022-04-12 17:58:16 main:581] : INFO : Epoch 1824 | loss: 0.0311655 | val_loss: 0.0311804 | Time: 2007.25 ms
[2022-04-12 17:58:18 main:581] : INFO : Epoch 1825 | loss: 0.0311649 | val_loss: 0.03118 | Time: 2006.42 ms
[2022-04-12 17:58:20 main:581] : INFO : Epoch 1826 | loss: 0.0311655 | val_loss: 0.0311841 | Time: 2007.37 ms
[2022-04-12 17:58:22 main:581] : INFO : Epoch 1827 | loss: 0.0311661 | val_loss: 0.0311792 | Time: 2036.29 ms
[2022-04-12 17:58:24 main:581] : INFO : Epoch 1828 | loss: 0.0311653 | val_loss: 0.0311825 | Time: 2052.01 ms
[2022-04-12 17:58:26 main:581] : INFO : Epoch 1829 | loss: 0.0311635 | val_loss: 0.031182 | Time: 2056.63 ms
[2022-04-12 17:58:28 main:581] : INFO : Epoch 1830 | loss: 0.0311652 | val_loss: 0.0311845 | Time: 2007.88 ms
[2022-04-12 17:58:30 main:581] : INFO : Epoch 1831 | loss: 0.0311645 | val_loss: 0.0311828 | Time: 2053.04 ms
[2022-04-12 17:58:32 main:581] : INFO : Epoch 1832 | loss: 0.0311635 | val_loss: 0.0311809 | Time: 2028.15 ms
[2022-04-12 17:58:34 main:581] : INFO : Epoch 1833 | loss: 0.031163 | val_loss: 0.0311844 | Time: 2015.25 ms
[2022-04-12 17:58:36 main:581] : INFO : Epoch 1834 | loss: 0.0311644 | val_loss: 0.0311825 | Time: 2016.41 ms
[2022-04-12 17:58:38 main:581] : INFO : Epoch 1835 | loss: 0.0311638 | val_loss: 0.0311822 | Time: 2043.23 ms
[2022-04-12 17:58:40 main:581] : INFO : Epoch 1836 | loss: 0.0311625 | val_loss: 0.0311816 | Time: 1999.39 ms
[2022-04-12 17:58:42 main:581] : INFO : Epoch 1837 | loss: 0.0311627 | val_loss: 0.0311825 | Time: 2021.33 ms
[2022-04-12 17:58:44 main:581] : INFO : Epoch 1838 | loss: 0.0311617 | val_loss: 0.0311814 | Time: 2026.84 ms
[2022-04-12 17:58:46 main:581] : INFO : Epoch 1839 | loss: 0.0311619 | val_loss: 0.0311848 | Time: 2020.07 ms
[2022-04-12 17:58:48 main:581] : INFO : Epoch 1840 | loss: 0.0311637 | val_loss: 0.0311833 | Time: 2046.46 ms
[2022-04-12 17:58:50 main:581] : INFO : Epoch 1841 | loss: 0.0311647 | val_loss: 0.0311827 | Time: 2007.56 ms
[2022-04-12 17:58:52 main:581] : INFO : Epoch 1842 | loss: 0.0311632 | val_loss: 0.0311796 | Time: 2035.79 ms
[2022-04-12 17:58:54 main:581] : INFO : Epoch 1843 | loss: 0.0311617 | val_loss: 0.0311809 | Time: 2027.14 ms
[2022-04-12 17:58:56 main:581] : INFO : Epoch 1844 | loss: 0.0311607 | val_loss: 0.0311807 | Time: 2046.56 ms
[2022-04-12 17:58:58 main:581] : INFO : Epoch 1845 | loss: 0.0311606 | val_loss: 0.03118 | Time: 1957.24 ms
[2022-04-12 17:59:00 main:581] : INFO : Epoch 1846 | loss: 0.0311608 | val_loss: 0.0311822 | Time: 1998.66 ms
[2022-04-12 17:59:02 main:581] : INFO : Epoch 1847 | loss: 0.0311601 | val_loss: 0.0311809 | Time: 2041.22 ms
[2022-04-12 17:59:04 main:581] : INFO : Epoch 1848 | loss: 0.0311616 | val_loss: 0.0311822 | Time: 2035.38 ms
[2022-04-12 17:59:06 main:581] : INFO : Epoch 1849 | loss: 0.0311598 | val_loss: 0.0311798 | Time: 2039.71 ms
[2022-04-12 17:59:08 main:581] : INFO : Epoch 1850 | loss: 0.031161 | val_loss: 0.0311822 | Time: 2026.61 ms
[2022-04-12 17:59:10 main:581] : INFO : Epoch 1851 | loss: 0.0311628 | val_loss: 0.0311842 | Time: 2029.92 ms
[2022-04-12 17:59:12 main:581] : INFO : Epoch 1852 | loss: 0.0311633 | val_loss: 0.0311815 | Time: 2009.54 ms
[2022-04-12 17:59:14 main:581] : INFO : Epoch 1853 | loss: 0.0311631 | val_loss: 0.0311808 | Time: 1997.99 ms
[2022-04-12 17:59:16 main:581] : INFO : Epoch 1854 | loss: 0.0311618 | val_loss: 0.0311824 | Time: 2033.42 ms
[2022-04-12 17:59:19 main:581] : INFO : Epoch 1855 | loss: 0.0311639 | val_loss: 0.0311823 | Time: 2026.74 ms
[2022-04-12 17:59:21 main:581] : INFO : Epoch 1856 | loss: 0.0311694 | val_loss: 0.0312046 | Time: 2035.26 ms
[2022-04-12 17:59:23 main:581] : INFO : Epoch 1857 | loss: 0.0321782 | val_loss: 0.0328942 | Time: 2028.79 ms
[2022-04-12 17:59:25 main:581] : INFO : Epoch 1858 | loss: 0.0326025 | val_loss: 0.0314872 | Time: 2026.87 ms
[2022-04-12 17:59:27 main:581] : INFO : Epoch 1859 | loss: 0.0315016 | val_loss: 0.031307 | Time: 2040.26 ms
[2022-04-12 17:59:29 main:581] : INFO : Epoch 1860 | loss: 0.0312344 | val_loss: 0.0312172 | Time: 2031.58 ms
[2022-04-12 17:59:31 main:581] : INFO : Epoch 1861 | loss: 0.0312021 | val_loss: 0.0311944 | Time: 2047.99 ms
[2022-04-12 17:59:33 main:581] : INFO : Epoch 1862 | loss: 0.0311919 | val_loss: 0.0311898 | Time: 2028.53 ms
[2022-04-12 17:59:35 main:581] : INFO : Epoch 1863 | loss: 0.0311818 | val_loss: 0.031179 | Time: 2035.84 ms
[2022-04-12 17:59:37 main:581] : INFO : Epoch 1864 | loss: 0.0311729 | val_loss: 0.0311787 | Time: 2039.58 ms
[2022-04-12 17:59:39 main:581] : INFO : Epoch 1865 | loss: 0.0311698 | val_loss: 0.0311776 | Time: 2005.34 ms
[2022-04-12 17:59:41 main:581] : INFO : Epoch 1866 | loss: 0.0311696 | val_loss: 0.0311778 | Time: 2029.01 ms
[2022-04-12 17:59:43 main:581] : INFO : Epoch 1867 | loss: 0.0311689 | val_loss: 0.0311768 | Time: 2042.87 ms
[2022-04-12 17:59:45 main:581] : INFO : Epoch 1868 | loss: 0.0311667 | val_loss: 0.0311768 | Time: 2018.78 ms
[2022-04-12 17:59:47 main:581] : INFO : Epoch 1869 | loss: 0.0311664 | val_loss: 0.0311758 | Time: 2031.01 ms
[2022-04-12 17:59:49 main:581] : INFO : Epoch 1870 | loss: 0.0311706 | val_loss: 0.0311805 | Time: 2043.66 ms
[2022-04-12 17:59:51 main:581] : INFO : Epoch 1871 | loss: 0.0311705 | val_loss: 0.0311765 | Time: 2043.87 ms
[2022-04-12 17:59:53 main:581] : INFO : Epoch 1872 | loss: 0.0311692 | val_loss: 0.0311792 | Time: 2031.48 ms
[2022-04-12 17:59:55 main:581] : INFO : Epoch 1873 | loss: 0.0311692 | val_loss: 0.0311768 | Time: 2030.84 ms
[2022-04-12 17:59:57 main:581] : INFO : Epoch 1874 | loss: 0.0311687 | val_loss: 0.0311745 | Time: 2025.07 ms
[2022-04-12 17:59:59 main:581] : INFO : Epoch 1875 | loss: 0.0311671 | val_loss: 0.0311748 | Time: 2049.23 ms
[2022-04-12 18:00:01 main:581] : INFO : Epoch 1876 | loss: 0.0311668 | val_loss: 0.0311737 | Time: 2043.16 ms
[2022-04-12 18:00:03 main:581] : INFO : Epoch 1877 | loss: 0.0311664 | val_loss: 0.0311751 | Time: 2036.95 ms
[2022-04-12 18:00:05 main:581] : INFO : Epoch 1878 | loss: 0.0311668 | val_loss: 0.0311759 | Time: 2035.11 ms
[2022-04-12 18:00:07 main:581] : INFO : Epoch 1879 | loss: 0.0311676 | val_loss: 0.0311747 | Time: 2040.47 ms
[2022-04-12 18:00:09 main:581] : INFO : Epoch 1880 | loss: 0.0311657 | val_loss: 0.0311774 | Time: 2022.55 ms
[2022-04-12 18:00:11 main:581] : INFO : Epoch 1881 | loss: 0.0311668 | val_loss: 0.031179 | Time: 2049.34 ms
[2022-04-12 18:00:13 main:581] : INFO : Epoch 1882 | loss: 0.0311659 | val_loss: 0.031176 | Time: 2037.56 ms
[2022-04-12 18:00:16 main:581] : INFO : Epoch 1883 | loss: 0.0311657 | val_loss: 0.0311788 | Time: 2041.83 ms
[2022-04-12 18:00:18 main:581] : INFO : Epoch 1884 | loss: 0.0311673 | val_loss: 0.0311809 | Time: 2045.2 ms
[2022-04-12 18:00:20 main:581] : INFO : Epoch 1885 | loss: 0.031165 | val_loss: 0.0311777 | Time: 2053 ms
[2022-04-12 18:00:22 main:581] : INFO : Epoch 1886 | loss: 0.0311646 | val_loss: 0.0311752 | Time: 2047.45 ms
[2022-04-12 18:00:24 main:581] : INFO : Epoch 1887 | loss: 0.0311652 | val_loss: 0.031176 | Time: 2016.81 ms
[2022-04-12 18:00:26 main:581] : INFO : Epoch 1888 | loss: 0.0311643 | val_loss: 0.031177 | Time: 2035.99 ms
[2022-04-12 18:00:28 main:581] : INFO : Epoch 1889 | loss: 0.0311654 | val_loss: 0.0311791 | Time: 2042.16 ms
[2022-04-12 18:00:30 main:581] : INFO : Epoch 1890 | loss: 0.0311649 | val_loss: 0.0311783 | Time: 2043.43 ms
[2022-04-12 18:00:32 main:581] : INFO : Epoch 1891 | loss: 0.0311667 | val_loss: 0.031174 | Time: 2056.82 ms
[2022-04-12 18:00:34 main:581] : INFO : Epoch 1892 | loss: 0.0311673 | val_loss: 0.0311748 | Time: 2038.38 ms
[2022-04-12 18:00:36 main:581] : INFO : Epoch 1893 | loss: 0.0311657 | val_loss: 0.0311753 | Time: 2030.36 ms
[2022-04-12 18:00:38 main:581] : INFO : Epoch 1894 | loss: 0.0311645 | val_loss: 0.0311772 | Time: 2012.64 ms
[2022-04-12 18:00:40 main:581] : INFO : Epoch 1895 | loss: 0.0311643 | val_loss: 0.031175 | Time: 1996.85 ms
[2022-04-12 18:00:42 main:581] : INFO : Epoch 1896 | loss: 0.031164 | val_loss: 0.031176 | Time: 2033.49 ms
[2022-04-12 18:00:44 main:581] : INFO : Epoch 1897 | loss: 0.0311646 | val_loss: 0.0311769 | Time: 2011.9 ms
[2022-04-12 18:00:46 main:581] : INFO : Epoch 1898 | loss: 0.0311633 | val_loss: 0.0311752 | Time: 2030.78 ms
[2022-04-12 18:00:48 main:581] : INFO : Epoch 1899 | loss: 0.0311633 | val_loss: 0.0311744 | Time: 2014.92 ms
[2022-04-12 18:00:50 main:581] : INFO : Epoch 1900 | loss: 0.0311634 | val_loss: 0.031176 | Time: 2058.33 ms
[2022-04-12 18:00:52 main:581] : INFO : Epoch 1901 | loss: 0.0311636 | val_loss: 0.0311767 | Time: 1931.96 ms
[2022-04-12 18:00:54 main:581] : INFO : Epoch 1902 | loss: 0.031163 | val_loss: 0.0311764 | Time: 2010.53 ms
[2022-04-12 18:00:56 main:581] : INFO : Epoch 1903 | loss: 0.0311634 | val_loss: 0.0311746 | Time: 2044.68 ms
[2022-04-12 18:00:58 main:581] : INFO : Epoch 1904 | loss: 0.0311653 | val_loss: 0.0311763 | Time: 2015.01 ms
[2022-04-12 18:01:00 main:581] : INFO : Epoch 1905 | loss: 0.0311652 | val_loss: 0.0311788 | Time: 2024.29 ms
[2022-04-12 18:01:02 main:581] : INFO : Epoch 1906 | loss: 0.031166 | val_loss: 0.0311782 | Time: 2030.72 ms
[2022-04-12 18:01:04 main:581] : INFO : Epoch 1907 | loss: 0.0311677 | val_loss: 0.0311794 | Time: 2025.42 ms
[2022-04-12 18:01:06 main:581] : INFO : Epoch 1908 | loss: 0.0311662 | val_loss: 0.0311802 | Time: 1953.69 ms
[2022-04-12 18:01:08 main:581] : INFO : Epoch 1909 | loss: 0.0311643 | val_loss: 0.0311813 | Time: 2021.83 ms
[2022-04-12 18:01:10 main:581] : INFO : Epoch 1910 | loss: 0.0311644 | val_loss: 0.0311762 | Time: 1978.61 ms
[2022-04-12 18:01:12 main:581] : INFO : Epoch 1911 | loss: 0.0311641 | val_loss: 0.0311784 | Time: 2053.32 ms
[2022-04-12 18:01:14 main:581] : INFO : Epoch 1912 | loss: 0.0311632 | val_loss: 0.0311758 | Time: 2091.95 ms
[2022-04-12 18:01:16 main:581] : INFO : Epoch 1913 | loss: 0.0311632 | val_loss: 0.031174 | Time: 1986.61 ms
[2022-04-12 18:01:18 main:581] : INFO : Epoch 1914 | loss: 0.0311649 | val_loss: 0.0311739 | Time: 1997.17 ms
[2022-04-12 18:01:20 main:581] : INFO : Epoch 1915 | loss: 0.031164 | val_loss: 0.0311755 | Time: 2033.63 ms
[2022-04-12 18:01:22 main:581] : INFO : Epoch 1916 | loss: 0.0311645 | val_loss: 0.0311784 | Time: 1995.39 ms
[2022-04-12 18:01:24 main:581] : INFO : Epoch 1917 | loss: 0.0311651 | val_loss: 0.0311757 | Time: 2020.26 ms
[2022-04-12 18:01:26 main:581] : INFO : Epoch 1918 | loss: 0.0311643 | val_loss: 0.0311761 | Time: 2002.48 ms
[2022-04-12 18:01:28 main:581] : INFO : Epoch 1919 | loss: 0.0311635 | val_loss: 0.0311752 | Time: 2006.58 ms
[2022-04-12 18:01:30 main:581] : INFO : Epoch 1920 | loss: 0.0311631 | val_loss: 0.0311721 | Time: 2025.26 ms
[2022-04-12 18:01:32 main:581] : INFO : Epoch 1921 | loss: 0.0311635 | val_loss: 0.0311741 | Time: 2022.52 ms
[2022-04-12 18:01:34 main:581] : INFO : Epoch 1922 | loss: 0.031163 | val_loss: 0.0311747 | Time: 2006.43 ms
[2022-04-12 18:01:36 main:581] : INFO : Epoch 1923 | loss: 0.0311619 | val_loss: 0.0311778 | Time: 1981.5 ms
[2022-04-12 18:01:38 main:581] : INFO : Epoch 1924 | loss: 0.0311629 | val_loss: 0.0311753 | Time: 2030.74 ms
[2022-04-12 18:01:40 main:581] : INFO : Epoch 1925 | loss: 0.0311627 | val_loss: 0.0311744 | Time: 2003.71 ms
[2022-04-12 18:01:42 main:581] : INFO : Epoch 1926 | loss: 0.031162 | val_loss: 0.0311742 | Time: 1983.96 ms
[2022-04-12 18:01:44 main:581] : INFO : Epoch 1927 | loss: 0.0311622 | val_loss: 0.0311745 | Time: 2027.75 ms
[2022-04-12 18:01:46 main:581] : INFO : Epoch 1928 | loss: 0.031163 | val_loss: 0.0311733 | Time: 2036.36 ms
[2022-04-12 18:01:48 main:581] : INFO : Epoch 1929 | loss: 0.0311635 | val_loss: 0.0311746 | Time: 1973.86 ms
[2022-04-12 18:01:50 main:581] : INFO : Epoch 1930 | loss: 0.0311624 | val_loss: 0.0311726 | Time: 1985.95 ms
[2022-04-12 18:01:52 main:581] : INFO : Epoch 1931 | loss: 0.0311616 | val_loss: 0.0311755 | Time: 2011.3 ms
[2022-04-12 18:01:54 main:581] : INFO : Epoch 1932 | loss: 0.0311617 | val_loss: 0.031173 | Time: 2020.08 ms
[2022-04-12 18:01:56 main:581] : INFO : Epoch 1933 | loss: 0.0311608 | val_loss: 0.0311723 | Time: 1965.51 ms
[2022-04-12 18:01:58 main:581] : INFO : Epoch 1934 | loss: 0.0311619 | val_loss: 0.0311721 | Time: 1993.79 ms
[2022-04-12 18:02:00 main:581] : INFO : Epoch 1935 | loss: 0.0311636 | val_loss: 0.0311733 | Time: 1984.15 ms
[2022-04-12 18:02:02 main:581] : INFO : Epoch 1936 | loss: 0.0311643 | val_loss: 0.0311727 | Time: 2003.96 ms
[2022-04-12 18:02:04 main:581] : INFO : Epoch 1937 | loss: 0.0311629 | val_loss: 0.0311744 | Time: 2032.7 ms
[2022-04-12 18:02:06 main:581] : INFO : Epoch 1938 | loss: 0.0311628 | val_loss: 0.0311731 | Time: 2002.6 ms
[2022-04-12 18:02:08 main:581] : INFO : Epoch 1939 | loss: 0.0311618 | val_loss: 0.0311744 | Time: 1962.53 ms
[2022-04-12 18:02:10 main:581] : INFO : Epoch 1940 | loss: 0.0311618 | val_loss: 0.0311743 | Time: 1978.29 ms
[2022-04-12 18:02:12 main:581] : INFO : Epoch 1941 | loss: 0.0311614 | val_loss: 0.0311741 | Time: 1922.68 ms
[2022-04-12 18:02:14 main:581] : INFO : Epoch 1942 | loss: 0.0311623 | val_loss: 0.0311741 | Time: 1997.18 ms
[2022-04-12 18:02:16 main:581] : INFO : Epoch 1943 | loss: 0.0311617 | val_loss: 0.0311738 | Time: 2011.13 ms
[2022-04-12 18:02:18 main:581] : INFO : Epoch 1944 | loss: 0.0311609 | val_loss: 0.031174 | Time: 2025.88 ms
[2022-04-12 18:02:20 main:581] : INFO : Epoch 1945 | loss: 0.0311611 | val_loss: 0.0311729 | Time: 2001.99 ms
[2022-04-12 18:02:22 main:581] : INFO : Epoch 1946 | loss: 0.0311599 | val_loss: 0.0311724 | Time: 1981.65 ms
[2022-04-12 18:02:24 main:581] : INFO : Epoch 1947 | loss: 0.0311597 | val_loss: 0.0311761 | Time: 1921.1 ms
[2022-04-12 18:02:26 main:581] : INFO : Epoch 1948 | loss: 0.0311603 | val_loss: 0.031177 | Time: 1948.89 ms
[2022-04-12 18:02:28 main:581] : INFO : Epoch 1949 | loss: 0.0311609 | val_loss: 0.0311742 | Time: 1998.87 ms
[2022-04-12 18:02:30 main:581] : INFO : Epoch 1950 | loss: 0.0311623 | val_loss: 0.0311732 | Time: 1993.28 ms
[2022-04-12 18:02:32 main:581] : INFO : Epoch 1951 | loss: 0.0311629 | val_loss: 0.0311723 | Time: 2010.58 ms
[2022-04-12 18:02:34 main:581] : INFO : Epoch 1952 | loss: 0.0311622 | val_loss: 0.0311718 | Time: 2010.62 ms
[2022-04-12 18:02:36 main:581] : INFO : Epoch 1953 | loss: 0.0311625 | val_loss: 0.0311744 | Time: 1956.28 ms
[2022-04-12 18:02:38 main:581] : INFO : Epoch 1954 | loss: 0.0311607 | val_loss: 0.0311726 | Time: 2022.11 ms
[2022-04-12 18:02:40 main:581] : INFO : Epoch 1955 | loss: 0.0311595 | val_loss: 0.0311736 | Time: 2024.65 ms
[2022-04-12 18:02:42 main:581] : INFO : Epoch 1956 | loss: 0.0311612 | val_loss: 0.0311726 | Time: 2022.87 ms
[2022-04-12 18:02:44 main:581] : INFO : Epoch 1957 | loss: 0.0311634 | val_loss: 0.0311718 | Time: 2018.74 ms
[2022-04-12 18:02:46 main:581] : INFO : Epoch 1958 | loss: 0.0311633 | val_loss: 0.031173 | Time: 2027.42 ms
[2022-04-12 18:02:48 main:581] : INFO : Epoch 1959 | loss: 0.0311626 | val_loss: 0.0311719 | Time: 2024.53 ms
[2022-04-12 18:02:50 main:581] : INFO : Epoch 1960 | loss: 0.031162 | val_loss: 0.0311736 | Time: 2012.52 ms
[2022-04-12 18:02:52 main:581] : INFO : Epoch 1961 | loss: 0.0311634 | val_loss: 0.0311725 | Time: 2010.73 ms
[2022-04-12 18:02:54 main:581] : INFO : Epoch 1962 | loss: 0.0311622 | val_loss: 0.0311704 | Time: 2024.39 ms
[2022-04-12 18:02:56 main:581] : INFO : Epoch 1963 | loss: 0.0311619 | val_loss: 0.0311728 | Time: 2010.18 ms
[2022-04-12 18:02:58 main:581] : INFO : Epoch 1964 | loss: 0.0311608 | val_loss: 0.0311734 | Time: 2025.02 ms
[2022-04-12 18:03:00 main:581] : INFO : Epoch 1965 | loss: 0.0311623 | val_loss: 0.0311717 | Time: 2016.45 ms
[2022-04-12 18:03:02 main:581] : INFO : Epoch 1966 | loss: 0.0311619 | val_loss: 0.0311713 | Time: 2008.21 ms
[2022-04-12 18:03:04 main:581] : INFO : Epoch 1967 | loss: 0.031163 | val_loss: 0.0311741 | Time: 2001.63 ms
[2022-04-12 18:03:06 main:581] : INFO : Epoch 1968 | loss: 0.0311646 | val_loss: 0.0311742 | Time: 2012.19 ms
[2022-04-12 18:03:08 main:581] : INFO : Epoch 1969 | loss: 0.0311659 | val_loss: 0.0311721 | Time: 2021.65 ms
[2022-04-12 18:03:10 main:581] : INFO : Epoch 1970 | loss: 0.0311634 | val_loss: 0.0311705 | Time: 2014.57 ms
[2022-04-12 18:03:12 main:581] : INFO : Epoch 1971 | loss: 0.0311621 | val_loss: 0.0311709 | Time: 2005.05 ms
[2022-04-12 18:03:15 main:581] : INFO : Epoch 1972 | loss: 0.0311614 | val_loss: 0.0311709 | Time: 2038.36 ms
[2022-04-12 18:03:17 main:581] : INFO : Epoch 1973 | loss: 0.031162 | val_loss: 0.0311702 | Time: 2001.63 ms
[2022-04-12 18:03:19 main:581] : INFO : Epoch 1974 | loss: 0.0311628 | val_loss: 0.0311731 | Time: 2021.32 ms
[2022-04-12 18:03:21 main:581] : INFO : Epoch 1975 | loss: 0.0311628 | val_loss: 0.0311702 | Time: 2015.87 ms
[2022-04-12 18:03:22 main:581] : INFO : Epoch 1976 | loss: 0.0311612 | val_loss: 0.0311708 | Time: 1915.78 ms
[2022-04-12 18:03:24 main:581] : INFO : Epoch 1977 | loss: 0.0311626 | val_loss: 0.0311721 | Time: 1961.85 ms
[2022-04-12 18:03:26 main:581] : INFO : Epoch 1978 | loss: 0.0311623 | val_loss: 0.0311721 | Time: 1993.45 ms
[2022-04-12 18:03:28 main:581] : INFO : Epoch 1979 | loss: 0.031162 | val_loss: 0.0311736 | Time: 2017.91 ms
[2022-04-12 18:03:30 main:581] : INFO : Epoch 1980 | loss: 0.0311613 | val_loss: 0.0311726 | Time: 1948.35 ms
[2022-04-12 18:03:32 main:581] : INFO : Epoch 1981 | loss: 0.0311609 | val_loss: 0.031171 | Time: 1998.93 ms
[2022-04-12 18:03:34 main:581] : INFO : Epoch 1982 | loss: 0.0311609 | val_loss: 0.0311723 | Time: 2021.54 ms
[2022-04-12 18:03:36 main:581] : INFO : Epoch 1983 | loss: 0.0311605 | val_loss: 0.0311709 | Time: 2036.29 ms
[2022-04-12 18:03:38 main:581] : INFO : Epoch 1984 | loss: 0.0311592 | val_loss: 0.0311708 | Time: 2011.76 ms
[2022-04-12 18:03:40 main:581] : INFO : Epoch 1985 | loss: 0.0311609 | val_loss: 0.0311727 | Time: 2016.51 ms
[2022-04-12 18:03:42 main:581] : INFO : Epoch 1986 | loss: 0.0311582 | val_loss: 0.0311721 | Time: 1985.66 ms
[2022-04-12 18:03:44 main:581] : INFO : Epoch 1987 | loss: 0.0311595 | val_loss: 0.0311703 | Time: 1999.4 ms
[2022-04-12 18:03:46 main:581] : INFO : Epoch 1988 | loss: 0.031158 | val_loss: 0.031174 | Time: 2013.9 ms
[2022-04-12 18:03:48 main:581] : INFO : Epoch 1989 | loss: 0.031158 | val_loss: 0.0311718 | Time: 2015.48 ms
[2022-04-12 18:03:51 main:581] : INFO : Epoch 1990 | loss: 0.031158 | val_loss: 0.0311723 | Time: 2024.3 ms
[2022-04-12 18:03:53 main:581] : INFO : Epoch 1991 | loss: 0.0311594 | val_loss: 0.0311723 | Time: 2027.96 ms
[2022-04-12 18:03:55 main:581] : INFO : Epoch 1992 | loss: 0.0311597 | val_loss: 0.0311723 | Time: 2012.36 ms
[2022-04-12 18:03:57 main:581] : INFO : Epoch 1993 | loss: 0.031161 | val_loss: 0.031179 | Time: 2023.13 ms
[2022-04-12 18:03:59 main:581] : INFO : Epoch 1994 | loss: 0.0311583 | val_loss: 0.031172 | Time: 1997.96 ms
[2022-04-12 18:04:01 main:581] : INFO : Epoch 1995 | loss: 0.0311588 | val_loss: 0.0311721 | Time: 2015.68 ms
[2022-04-12 18:04:03 main:581] : INFO : Epoch 1996 | loss: 0.0311593 | val_loss: 0.0311728 | Time: 2016.53 ms
[2022-04-12 18:04:05 main:581] : INFO : Epoch 1997 | loss: 0.0311624 | val_loss: 0.0311779 | Time: 1988.23 ms
[2022-04-12 18:04:07 main:581] : INFO : Epoch 1998 | loss: 0.0311662 | val_loss: 0.0311767 | Time: 1932.38 ms
[2022-04-12 18:04:09 main:581] : INFO : Epoch 1999 | loss: 0.0311639 | val_loss: 0.0311719 | Time: 1985.67 ms
[2022-04-12 18:04:11 main:581] : INFO : Epoch 2000 | loss: 0.0311614 | val_loss: 0.031172 | Time: 2026.79 ms
[2022-04-12 18:04:12 main:581] : INFO : Epoch 2001 | loss: 0.0311603 | val_loss: 0.0311699 | Time: 1955.25 ms
[2022-04-12 18:04:15 main:581] : INFO : Epoch 2002 | loss: 0.0311607 | val_loss: 0.031169 | Time: 2032.35 ms
[2022-04-12 18:04:17 main:581] : INFO : Epoch 2003 | loss: 0.0311602 | val_loss: 0.0311725 | Time: 1985.83 ms
[2022-04-12 18:04:19 main:581] : INFO : Epoch 2004 | loss: 0.031161 | val_loss: 0.0311711 | Time: 2024.26 ms
[2022-04-12 18:04:21 main:581] : INFO : Epoch 2005 | loss: 0.0311601 | val_loss: 0.031171 | Time: 2020.19 ms
[2022-04-12 18:04:23 main:581] : INFO : Epoch 2006 | loss: 0.031159 | val_loss: 0.0311708 | Time: 2025.82 ms
[2022-04-12 18:04:25 main:581] : INFO : Epoch 2007 | loss: 0.0311583 | val_loss: 0.0311716 | Time: 2034.31 ms
[2022-04-12 18:04:27 main:581] : INFO : Epoch 2008 | loss: 0.031159 | val_loss: 0.0311746 | Time: 2023.63 ms
[2022-04-12 18:04:29 main:581] : INFO : Epoch 2009 | loss: 0.0311591 | val_loss: 0.0311736 | Time: 2005.56 ms
[2022-04-12 18:04:31 main:581] : INFO : Epoch 2010 | loss: 0.0311592 | val_loss: 0.031175 | Time: 2031.09 ms
[2022-04-12 18:04:33 main:581] : INFO : Epoch 2011 | loss: 0.0311589 | val_loss: 0.0311738 | Time: 2013.5 ms
[2022-04-12 18:04:35 main:581] : INFO : Epoch 2012 | loss: 0.0311583 | val_loss: 0.0311734 | Time: 2014.44 ms
[2022-04-12 18:04:37 main:581] : INFO : Epoch 2013 | loss: 0.0311649 | val_loss: 0.0311752 | Time: 1924.01 ms
[2022-04-12 18:04:39 main:581] : INFO : Epoch 2014 | loss: 0.0311698 | val_loss: 0.0311731 | Time: 2039.43 ms
[2022-04-12 18:04:41 main:581] : INFO : Epoch 2015 | loss: 0.0311691 | val_loss: 0.0311723 | Time: 1978.42 ms
[2022-04-12 18:04:43 main:581] : INFO : Epoch 2016 | loss: 0.0311686 | val_loss: 0.0311755 | Time: 2015.95 ms
[2022-04-12 18:04:45 main:581] : INFO : Epoch 2017 | loss: 0.0311717 | val_loss: 0.0311714 | Time: 1993.68 ms
[2022-04-12 18:04:47 main:581] : INFO : Epoch 2018 | loss: 0.0311691 | val_loss: 0.031172 | Time: 1983.24 ms
[2022-04-12 18:04:49 main:581] : INFO : Epoch 2019 | loss: 0.0311708 | val_loss: 0.0311739 | Time: 2035.93 ms
[2022-04-12 18:04:51 main:581] : INFO : Epoch 2020 | loss: 0.0311699 | val_loss: 0.0311702 | Time: 2023.94 ms
[2022-04-12 18:04:53 main:581] : INFO : Epoch 2021 | loss: 0.0311692 | val_loss: 0.0311707 | Time: 2032.42 ms
[2022-04-12 18:04:55 main:581] : INFO : Epoch 2022 | loss: 0.0311687 | val_loss: 0.0311724 | Time: 2020.33 ms
[2022-04-12 18:04:57 main:581] : INFO : Epoch 2023 | loss: 0.03117 | val_loss: 0.0311721 | Time: 2019.17 ms
[2022-04-12 18:04:59 main:581] : INFO : Epoch 2024 | loss: 0.0311699 | val_loss: 0.0311737 | Time: 2017.73 ms
[2022-04-12 18:05:01 main:581] : INFO : Epoch 2025 | loss: 0.0311693 | val_loss: 0.0311754 | Time: 2036.12 ms
[2022-04-12 18:05:03 main:581] : INFO : Epoch 2026 | loss: 0.0311694 | val_loss: 0.0311704 | Time: 2026.68 ms
[2022-04-12 18:05:05 main:581] : INFO : Epoch 2027 | loss: 0.0311691 | val_loss: 0.0311734 | Time: 1974.18 ms
[2022-04-12 18:05:07 main:581] : INFO : Epoch 2028 | loss: 0.0311689 | val_loss: 0.0311737 | Time: 2030.62 ms
[2022-04-12 18:05:09 main:581] : INFO : Epoch 2029 | loss: 0.0311689 | val_loss: 0.0311762 | Time: 2016.34 ms
[2022-04-12 18:05:11 main:581] : INFO : Epoch 2030 | loss: 0.0311709 | val_loss: 0.0311801 | Time: 2026.33 ms
[2022-04-12 18:05:13 main:581] : INFO : Epoch 2031 | loss: 0.0311807 | val_loss: 0.0311804 | Time: 2048.39 ms
[2022-04-12 18:05:15 main:581] : INFO : Epoch 2032 | loss: 0.0311792 | val_loss: 0.0311798 | Time: 2006.65 ms
[2022-04-12 18:05:17 main:581] : INFO : Epoch 2033 | loss: 0.0311772 | val_loss: 0.0311782 | Time: 2008.14 ms
[2022-04-12 18:05:19 main:581] : INFO : Epoch 2034 | loss: 0.0311772 | val_loss: 0.0311806 | Time: 2034.26 ms
[2022-04-12 18:05:21 main:581] : INFO : Epoch 2035 | loss: 0.0311751 | val_loss: 0.0311794 | Time: 2036.3 ms
[2022-04-12 18:05:23 main:581] : INFO : Epoch 2036 | loss: 0.0311742 | val_loss: 0.0311787 | Time: 2002.89 ms
[2022-04-12 18:05:25 main:581] : INFO : Epoch 2037 | loss: 0.0311745 | val_loss: 0.0311783 | Time: 2017.77 ms
[2022-04-12 18:05:27 main:581] : INFO : Epoch 2038 | loss: 0.0311714 | val_loss: 0.0311762 | Time: 2027.16 ms
[2022-04-12 18:05:29 main:581] : INFO : Epoch 2039 | loss: 0.0311699 | val_loss: 0.0311767 | Time: 2037.46 ms
[2022-04-12 18:05:31 main:581] : INFO : Epoch 2040 | loss: 0.0311703 | val_loss: 0.0311774 | Time: 1958.37 ms
[2022-04-12 18:05:33 main:581] : INFO : Epoch 2041 | loss: 0.0311699 | val_loss: 0.0311762 | Time: 2026.97 ms
[2022-04-12 18:05:35 main:581] : INFO : Epoch 2042 | loss: 0.0311689 | val_loss: 0.0311759 | Time: 2030.33 ms
[2022-04-12 18:05:37 main:581] : INFO : Epoch 2043 | loss: 0.0311686 | val_loss: 0.0311747 | Time: 2038.33 ms
[2022-04-12 18:05:39 main:581] : INFO : Epoch 2044 | loss: 0.0311692 | val_loss: 0.0311764 | Time: 2025.99 ms
[2022-04-12 18:05:41 main:581] : INFO : Epoch 2045 | loss: 0.0311704 | val_loss: 0.0311756 | Time: 2030.05 ms
[2022-04-12 18:05:43 main:581] : INFO : Epoch 2046 | loss: 0.0311709 | val_loss: 0.0311785 | Time: 2024.64 ms
[2022-04-12 18:05:45 main:581] : INFO : Epoch 2047 | loss: 0.0311705 | val_loss: 0.0311782 | Time: 2026.28 ms
[2022-04-12 18:05:47 main:581] : INFO : Epoch 2048 | loss: 0.031173 | val_loss: 0.0311739 | Time: 1969.14 ms
[2022-04-12 18:05:47 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311739
[2022-04-12 18:05:47 main:610] : INFO : Saving end state to config to file
[2022-04-12 18:05:47 main:615] : INFO : Success, exiting..
18:05:47 (289408): 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)