Task 5169490
| Name | ParityMachine-1619579998-12334-2_0 |
| Workunit | 3106198 |
| Created | 9 May 2021, 13:01:04 UTC |
| Sent | 17 May 2021, 11:23:54 UTC |
| Report deadline | 24 May 2021, 11:23:54 UTC |
| Received | 18 May 2021, 5:45:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9697 |
| Run time | 1 hours 12 min 17 sec |
| CPU time | 1 hours 9 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,490.73 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 8 13:21:50 main:574] : INFO : Epoch 1542 | loss: 0.031154 | val_loss: 0.0311676 | Time: 1998.37 ms [2021-05-18 13:21:52 main:574] : INFO : Epoch 1543 | loss: 0.0311545 | val_loss: 0.0311691 | Time: 2014.42 ms [2021-05-18 13:21:55 main:574] : INFO : Epoch 1544 | loss: 0.0311568 | val_loss: 0.0311705 | Time: 1999.19 ms [2021-05-18 13:21:57 main:574] : INFO : Epoch 1545 | loss: 0.0311537 | val_loss: 0.0311738 | Time: 2007.86 ms [2021-05-18 13:21:59 main:574] : INFO : Epoch 1546 | loss: 0.0311565 | val_loss: 0.0311745 | Time: 2005.11 ms [2021-05-18 13:22:01 main:574] : INFO : Epoch 1547 | loss: 0.0311554 | val_loss: 0.031171 | Time: 2009.88 ms [2021-05-18 13:22:03 main:574] : INFO : Epoch 1548 | loss: 0.0311544 | val_loss: 0.0311668 | Time: 2011.93 ms [2021-05-18 13:22:05 main:574] : INFO : Epoch 1549 | loss: 0.0311546 | val_loss: 0.0311696 | Time: 2010.64 ms [2021-05-18 13:22:07 main:574] : INFO : Epoch 1550 | loss: 0.0311547 | val_loss: 0.0311697 | Time: 2013.2 ms [2021-05-18 13:22:09 main:574] : INFO : Epoch 1551 | loss: 0.0311534 | val_loss: 0.0311669 | Time: 2013.09 ms [2021-05-18 13:22:11 main:574] : INFO : Epoch 1552 | loss: 0.0311554 | val_loss: 0.0311701 | Time: 2012.01 ms [2021-05-18 13:22:13 main:574] : INFO : Epoch 1553 | loss: 0.0311555 | val_loss: 0.0311781 | Time: 1994.11 ms [2021-05-18 13:22:15 main:574] : INFO : Epoch 1554 | loss: 0.0311598 | val_loss: 0.0311718 | Time: 2004.96 ms [2021-05-18 13:22:17 main:574] : INFO : Epoch 1555 | loss: 0.0311568 | val_loss: 0.0311717 | Time: 2008.92 ms [2021-05-18 13:22:19 main:574] : INFO : Epoch 1556 | loss: 0.0311541 | val_loss: 0.0311742 | Time: 2003.96 ms [2021-05-18 13:22:22 main:574] : INFO : Epoch 1557 | loss: 0.0311545 | val_loss: 0.0311678 | Time: 2007.49 ms [2021-05-18 13:22:24 main:574] : INFO : Epoch 1558 | loss: 0.031157 | val_loss: 0.0311711 | Time: 2010.2 ms [2021-05-18 13:22:26 main:574] : INFO : Epoch 1559 | loss: 0.0311548 | val_loss: 0.0311691 | Time: 1998.1 ms [2021-05-18 13:22:28 main:574] : INFO : Epoch 1560 | loss: 0.0311557 | val_loss: 0.0311702 | Time: 2002.53 ms [2021-05-18 13:22:30 main:574] : INFO : Epoch 1561 | loss: 0.0311543 | val_loss: 0.0311691 | Time: 2012.68 ms [2021-05-18 13:22:32 main:574] : INFO : Epoch 1562 | loss: 0.0311542 | val_loss: 0.0311677 | Time: 2013.57 ms [2021-05-18 13:22:34 main:574] : INFO : Epoch 1563 | loss: 0.0311539 | val_loss: 0.0311668 | Time: 2005.83 ms [2021-05-18 13:22:36 main:574] : INFO : Epoch 1564 | loss: 0.031154 | val_loss: 0.0311709 | Time: 2031.25 ms [2021-05-18 13:22:38 main:574] : INFO : Epoch 1565 | loss: 0.0311552 | val_loss: 0.0311757 | Time: 1997.18 ms [2021-05-18 13:22:40 main:574] : INFO : Epoch 1566 | loss: 0.0311544 | val_loss: 0.03117 | Time: 2031.19 ms [2021-05-18 13:22:42 main:574] : INFO : Epoch 1567 | loss: 0.0311546 | val_loss: 0.0311723 | Time: 2034.46 ms [2021-05-18 13:22:45 main:574] : INFO : Epoch 1568 | loss: 0.0311567 | val_loss: 0.0311709 | Time: 2036.85 ms [2021-05-18 13:22:47 main:574] : INFO : Epoch 1569 | loss: 0.0311551 | val_loss: 0.0311684 | Time: 2021.27 ms [2021-05-18 13:22:49 main:574] : INFO : Epoch 1570 | loss: 0.0311543 | val_loss: 0.0311673 | Time: 2019.68 ms [2021-05-18 13:22:51 main:574] : INFO : Epoch 1571 | loss: 0.0311531 | val_loss: 0.0311679 | Time: 1989.48 ms [2021-05-18 13:22:53 main:574] : INFO : Epoch 1572 | loss: 0.0311542 | val_loss: 0.0311702 | Time: 2007.06 ms [2021-05-18 13:22:55 main:574] : INFO : Epoch 1573 | loss: 0.0311541 | val_loss: 0.0311682 | Time: 1996.7 ms [2021-05-18 13:22:57 main:574] : INFO : Epoch 1574 | loss: 0.0311561 | val_loss: 0.0311694 | Time: 2012.56 ms [2021-05-18 13:22:59 main:574] : INFO : Epoch 1575 | loss: 0.0311578 | val_loss: 0.0311691 | Time: 2019.76 ms [2021-05-18 13:23:01 main:574] : INFO : Epoch 1576 | loss: 0.0311597 | val_loss: 0.0311684 | Time: 2017.39 ms [2021-05-18 13:23:03 main:574] : INFO : Epoch 1577 | loss: 0.0311559 | val_loss: 0.0311703 | Time: 2006.4 ms [2021-05-18 13:23:06 main:574] : INFO : Epoch 1578 | loss: 0.0311614 | val_loss: 0.0311792 | Time: 2015.08 ms [2021-05-18 13:23:08 main:574] : INFO : Epoch 1579 | loss: 0.0311667 | val_loss: 0.0311842 | Time: 2002.4 ms [2021-05-18 13:23:10 main:574] : INFO : Epoch 1580 | loss: 0.0311703 | val_loss: 0.0311798 | Time: 2007.41 ms [2021-05-18 13:23:12 main:574] : INFO : Epoch 1581 | loss: 0.0311696 | val_loss: 0.0311747 | Time: 2017.83 ms [2021-05-18 13:23:14 main:574] : INFO : Epoch 1582 | loss: 0.0311654 | val_loss: 0.0311734 | Time: 1994.53 ms [2021-05-18 13:23:16 main:574] : INFO : Epoch 1583 | loss: 0.0311646 | val_loss: 0.0311705 | Time: 2012.23 ms [2021-05-18 13:23:18 main:574] : INFO : Epoch 1584 | loss: 0.0311633 | val_loss: 0.0311722 | Time: 2232.75 ms [2021-05-18 13:23:20 main:574] : INFO : Epoch 1585 | loss: 0.0311638 | val_loss: 0.0311714 | Time: 2008.39 ms [2021-05-18 13:23:22 main:574] : INFO : Epoch 1586 | loss: 0.0311637 | val_loss: 0.0311724 | Time: 2007.07 ms [2021-05-18 13:23:25 main:574] : INFO : Epoch 1587 | loss: 0.0311635 | val_loss: 0.0311707 | Time: 2015.43 ms [2021-05-18 13:23:27 main:574] : INFO : Epoch 1588 | loss: 0.0311622 | val_loss: 0.0311746 | Time: 2027.19 ms [2021-05-18 13:23:29 main:574] : INFO : Epoch 1589 | loss: 0.0311616 | val_loss: 0.0311692 | Time: 1999.26 ms [2021-05-18 13:23:31 main:574] : INFO : Epoch 1590 | loss: 0.0311616 | val_loss: 0.0311684 | Time: 2013.59 ms [2021-05-18 13:23:33 main:574] : INFO : Epoch 1591 | loss: 0.0311605 | val_loss: 0.0311713 | Time: 2009.16 ms [2021-05-18 13:23:35 main:574] : INFO : Epoch 1592 | loss: 0.0311617 | val_loss: 0.0311713 | Time: 2002.91 ms [2021-05-18 13:23:37 main:574] : INFO : Epoch 1593 | loss: 0.0311611 | val_loss: 0.0311716 | Time: 2006.79 ms [2021-05-18 13:23:39 main:574] : INFO : Epoch 1594 | loss: 0.0311602 | val_loss: 0.0311688 | Time: 2010.16 ms [2021-05-18 13:23:41 main:574] : INFO : Epoch 1595 | loss: 0.0311603 | val_loss: 0.0311727 | Time: 2022.23 ms [2021-05-18 13:23:43 main:574] : INFO : Epoch 1596 | loss: 0.0311614 | val_loss: 0.0311738 | Time: 2014.73 ms [2021-05-18 13:23:45 main:574] : INFO : Epoch 1597 | loss: 0.0311618 | val_loss: 0.0311762 | Time: 2010.72 ms [2021-05-18 13:23:47 main:574] : INFO : Epoch 1598 | loss: 0.0311627 | val_loss: 0.0311722 | Time: 2007 ms [2021-05-18 13:23:50 main:574] : INFO : Epoch 1599 | loss: 0.031161 | val_loss: 0.0311696 | Time: 2018.7 ms [2021-05-18 13:23:52 main:574] : INFO : Epoch 1600 | loss: 0.0311594 | val_loss: 0.0311691 | Time: 2010.47 ms [2021-05-18 13:23:54 main:574] : INFO : Epoch 1601 | loss: 0.0311605 | val_loss: 0.0311709 | Time: 2004.84 ms [2021-05-18 13:23:56 main:574] : INFO : Epoch 1602 | loss: 0.0311598 | val_loss: 0.0311729 | Time: 2007.76 ms [2021-05-18 13:23:58 main:574] : INFO : Epoch 1603 | loss: 0.0311597 | val_loss: 0.0311684 | Time: 2026.47 ms [2021-05-18 13:24:00 main:574] : INFO : Epoch 1604 | loss: 0.031159 | val_loss: 0.0311714 | Time: 2008.83 ms [2021-05-18 13:24:02 main:574] : INFO : Epoch 1605 | loss: 0.0311594 | val_loss: 0.0311734 | Time: 2018.35 ms [2021-05-18 13:24:04 main:574] : INFO : Epoch 1606 | loss: 0.0311587 | val_loss: 0.0311718 | Time: 2000.7 ms [2021-05-18 13:24:06 main:574] : INFO : Epoch 1607 | loss: 0.0311579 | val_loss: 0.0311692 | Time: 2024.54 ms [2021-05-18 13:24:08 main:574] : INFO : Epoch 1608 | loss: 0.0311591 | val_loss: 0.0311723 | Time: 2030.65 ms [2021-05-18 13:24:10 main:574] : INFO : Epoch 1609 | loss: 0.0311592 | val_loss: 0.0311749 | Time: 2021.26 ms [2021-05-18 13:24:12 main:574] : INFO : Epoch 1610 | loss: 0.0311587 | val_loss: 0.0311712 | Time: 1997.2 ms [2021-05-18 13:24:15 main:574] : INFO : Epoch 1611 | loss: 0.0311575 | val_loss: 0.0311682 | Time: 2010.78 ms [2021-05-18 13:24:17 main:574] : INFO : Epoch 1612 | loss: 0.0311576 | val_loss: 0.0311737 | Time: 2013.32 ms [2021-05-18 13:24:19 main:574] : INFO : Epoch 1613 | loss: 0.0311578 | val_loss: 0.0311696 | Time: 1993.29 ms [2021-05-18 13:24:21 main:574] : INFO : Epoch 1614 | loss: 0.031158 | val_loss: 0.031167 | Time: 2017.55 ms [2021-05-18 13:24:23 main:574] : INFO : Epoch 1615 | loss: 0.0311577 | val_loss: 0.0311721 | Time: 1992.63 ms [2021-05-18 13:24:25 main:574] : INFO : Epoch 1616 | loss: 0.0311602 | val_loss: 0.0311682 | Time: 2014.29 ms [2021-05-18 13:24:27 main:574] : INFO : Epoch 1617 | loss: 0.031162 | val_loss: 0.0311676 | Time: 2035.12 ms [2021-05-18 13:24:29 main:574] : INFO : Epoch 1618 | loss: 0.0311634 | val_loss: 0.0311672 | Time: 2020.3 ms [2021-05-18 13:24:31 main:574] : INFO : Epoch 1619 | loss: 0.0311587 | val_loss: 0.0311667 | Time: 2016.53 ms [2021-05-18 13:24:33 main:574] : INFO : Epoch 1620 | loss: 0.031159 | val_loss: 0.0311666 | Time: 2006.75 ms [2021-05-18 13:24:35 main:574] : INFO : Epoch 1621 | loss: 0.0311598 | val_loss: 0.0311672 | Time: 2010.45 ms [2021-05-18 13:24:38 main:574] : INFO : Epoch 1622 | loss: 0.0311588 | val_loss: 0.031168 | Time: 2016.79 ms [2021-05-18 13:24:40 main:574] : INFO : Epoch 1623 | loss: 0.0311575 | val_loss: 0.031167 | Time: 2008.76 ms [2021-05-18 13:24:42 main:574] : INFO : Epoch 1624 | loss: 0.0311577 | val_loss: 0.0311732 | Time: 1993.41 ms [2021-05-18 13:24:44 main:574] : INFO : Epoch 1625 | loss: 0.0311586 | val_loss: 0.0311733 | Time: 2003.97 ms [2021-05-18 13:24:46 main:574] : INFO : Epoch 1626 | loss: 0.031158 | val_loss: 0.0311691 | Time: 2001.8 ms [2021-05-18 13:24:48 main:574] : INFO : Epoch 1627 | loss: 0.0311616 | val_loss: 0.0311682 | Time: 2008.11 ms [2021-05-18 13:24:50 main:574] : INFO : Epoch 1628 | loss: 0.03116 | val_loss: 0.0311687 | Time: 2003.92 ms [2021-05-18 13:24:52 main:574] : INFO : Epoch 1629 | loss: 0.0311596 | val_loss: 0.0311684 | Time: 2017.48 ms [2021-05-18 13:24:54 main:574] : INFO : Epoch 1630 | loss: 0.031161 | val_loss: 0.0311704 | Time: 2034.01 ms [2021-05-18 13:24:56 main:574] : INFO : Epoch 1631 | loss: 0.03116 | val_loss: 0.031169 | Time: 2003.04 ms [2021-05-18 13:24:58 main:574] : INFO : Epoch 1632 | loss: 0.0311604 | val_loss: 0.0311708 | Time: 2015.85 ms [2021-05-18 13:25:00 main:574] : INFO : Epoch 1633 | loss: 0.0311599 | val_loss: 0.031167 | Time: 2013.55 ms [2021-05-18 13:25:02 main:574] : INFO : Epoch 1634 | loss: 0.031161 | val_loss: 0.0311644 | Time: 2025.59 ms [2021-05-18 13:25:05 main:574] : INFO : Epoch 1635 | loss: 0.031165 | val_loss: 0.0311718 | Time: 2027.65 ms [2021-05-18 13:25:07 main:574] : INFO : Epoch 1636 | loss: 0.031159 | val_loss: 0.0311698 | Time: 2025.86 ms [2021-05-18 13:25:09 main:574] : INFO : Epoch 1637 | loss: 0.031158 | val_loss: 0.0311664 | Time: 2001 ms [2021-05-18 13:25:11 main:574] : INFO : Epoch 1638 | loss: 0.0311612 | val_loss: 0.0311681 | Time: 2019.94 ms [2021-05-18 13:25:13 main:574] : INFO : Epoch 1639 | loss: 0.0311585 | val_loss: 0.031165 | Time: 2009.51 ms [2021-05-18 13:25:15 main:574] : INFO : Epoch 1640 | loss: 0.0311575 | val_loss: 0.0311664 | Time: 2003.11 ms [2021-05-18 13:25:17 main:574] : INFO : Epoch 1641 | loss: 0.0311568 | val_loss: 0.0311647 | Time: 2021.41 ms [2021-05-18 13:25:19 main:574] : INFO : Epoch 1642 | loss: 0.0311551 | val_loss: 0.0311675 | Time: 1995.24 ms [2021-05-18 13:25:21 main:574] : INFO : Epoch 1643 | loss: 0.0311563 | val_loss: 0.0311667 | Time: 1984.69 ms [2021-05-18 13:25:23 main:574] : INFO : Epoch 1644 | loss: 0.0311547 | val_loss: 0.0311646 | Time: 2009.66 ms [2021-05-18 13:25:25 main:574] : INFO : Epoch 1645 | loss: 0.0311589 | val_loss: 0.0311671 | Time: 2007.46 ms [2021-05-18 13:25:27 main:574] : INFO : Epoch 1646 | loss: 0.0311567 | val_loss: 0.0311656 | Time: 2002.05 ms [2021-05-18 13:25:30 main:574] : INFO : Epoch 1647 | loss: 0.031154 | val_loss: 0.0311647 | Time: 2017.83 ms [2021-05-18 13:25:32 main:574] : INFO : Epoch 1648 | loss: 0.0311532 | val_loss: 0.0311656 | Time: 1993.65 ms [2021-05-18 13:25:34 main:574] : INFO : Epoch 1649 | loss: 0.0311523 | val_loss: 0.0311641 | Time: 2019.41 ms [2021-05-18 13:25:36 main:574] : INFO : Epoch 1650 | loss: 0.0311538 | val_loss: 0.0311654 | Time: 2020.53 ms [2021-05-18 13:25:38 main:574] : INFO : Epoch 1651 | loss: 0.0311592 | val_loss: 0.0311679 | Time: 2006.93 ms [2021-05-18 13:25:40 main:574] : INFO : Epoch 1652 | loss: 0.0311563 | val_loss: 0.0311649 | Time: 2002.66 ms [2021-05-18 13:25:42 main:574] : INFO : Epoch 1653 | loss: 0.0311545 | val_loss: 0.0311681 | Time: 2033.52 ms [2021-05-18 13:25:44 main:574] : INFO : Epoch 1654 | loss: 0.0311548 | val_loss: 0.0311643 | Time: 2011.16 ms [2021-05-18 13:25:46 main:574] : INFO : Epoch 1655 | loss: 0.0311549 | val_loss: 0.0311679 | Time: 2010.04 ms [2021-05-18 13:25:48 main:574] : INFO : Epoch 1656 | loss: 0.0311564 | val_loss: 0.031166 | Time: 1995.05 ms [2021-05-18 13:25:50 main:574] : INFO : Epoch 1657 | loss: 0.0311534 | val_loss: 0.0311637 | Time: 2008.67 ms [2021-05-18 13:25:52 main:574] : INFO : Epoch 1658 | loss: 0.0311532 | val_loss: 0.0311651 | Time: 2010.95 ms [2021-05-18 13:25:55 main:574] : INFO : Epoch 1659 | loss: 0.0311536 | val_loss: 0.0311674 | Time: 2008.88 ms [2021-05-18 13:25:57 main:574] : INFO : Epoch 1660 | loss: 0.0312339 | val_loss: 0.0312497 | Time: 2010.2 ms [2021-05-18 13:25:59 main:574] : INFO : Epoch 1661 | loss: 0.0312549 | val_loss: 0.0312483 | Time: 2010.9 ms [2021-05-18 13:26:01 main:574] : INFO : Epoch 1662 | loss: 0.0312506 | val_loss: 0.031249 | Time: 2002.9 ms [2021-05-18 13:26:03 main:574] : INFO : Epoch 1663 | loss: 0.0312485 | val_loss: 0.0312471 | Time: 2016.23 ms [2021-05-18 13:26:05 main:574] : INFO : Epoch 1664 | loss: 0.0312465 | val_loss: 0.0312454 | Time: 2019.51 ms [2021-05-18 13:26:07 main:574] : INFO : Epoch 1665 | loss: 0.0312433 | val_loss: 0.0312431 | Time: 2017.47 ms [2021-05-18 13:26:09 main:574] : INFO : Epoch 1666 | loss: 0.0312351 | val_loss: 0.0312262 | Time: 2004.83 ms [2021-05-18 13:26:11 main:574] : INFO : Epoch 1667 | loss: 0.0312128 | val_loss: 0.0312166 | Time: 1986.09 ms [2021-05-18 13:26:13 main:574] : INFO : Epoch 1668 | loss: 0.0312012 | val_loss: 0.0312053 | Time: 2018.17 ms [2021-05-18 13:26:15 main:574] : INFO : Epoch 1669 | loss: 0.0311916 | val_loss: 0.0311895 | Time: 2003.3 ms [2021-05-18 13:26:18 main:574] : INFO : Epoch 1670 | loss: 0.0311815 | val_loss: 0.0311797 | Time: 2018.66 ms [2021-05-18 13:26:20 main:574] : INFO : Epoch 1671 | loss: 0.0311773 | val_loss: 0.0311778 | Time: 2006.42 ms [2021-05-18 13:26:22 main:574] : INFO : Epoch 1672 | loss: 0.0311751 | val_loss: 0.0311789 | Time: 2014.02 ms [2021-05-18 13:26:24 main:574] : INFO : Epoch 1673 | loss: 0.031177 | val_loss: 0.0311851 | Time: 2020.27 ms [2021-05-18 13:26:26 main:574] : INFO : Epoch 1674 | loss: 0.0311815 | val_loss: 0.0311778 | Time: 2015.18 ms [2021-05-18 13:26:28 main:574] : INFO : Epoch 1675 | loss: 0.0311785 | val_loss: 0.031179 | Time: 2001.28 ms [2021-05-18 13:26:30 main:574] : INFO : Epoch 1676 | loss: 0.0311742 | val_loss: 0.031175 | Time: 2010.99 ms [2021-05-18 13:26:32 main:574] : INFO : Epoch 1677 | loss: 0.0311757 | val_loss: 0.0311788 | Time: 2017.94 ms [2021-05-18 13:26:34 main:574] : INFO : Epoch 1678 | loss: 0.0311755 | val_loss: 0.0311761 | Time: 2021.1 ms [2021-05-18 13:26:36 main:574] : INFO : Epoch 1679 | loss: 0.0311737 | val_loss: 0.0311747 | Time: 2019.44 ms [2021-05-18 13:26:38 main:574] : INFO : Epoch 1680 | loss: 0.031172 | val_loss: 0.0311777 | Time: 2000.02 ms [2021-05-18 13:26:40 main:574] : INFO : Epoch 1681 | loss: 0.0311734 | val_loss: 0.0311812 | Time: 2002.86 ms [2021-05-18 13:26:42 main:574] : INFO : Epoch 1682 | loss: 0.0311728 | val_loss: 0.0311756 | Time: 2009.11 ms [2021-05-18 13:26:45 main:574] : INFO : Epoch 1683 | loss: 0.0311709 | val_loss: 0.0311779 | Time: 2005.5 ms [2021-05-18 13:26:47 main:574] : INFO : Epoch 1684 | loss: 0.0311727 | val_loss: 0.0311792 | Time: 2018.7 ms [2021-05-18 13:26:49 main:574] : INFO : Epoch 1685 | loss: 0.0311718 | val_loss: 0.0311777 | Time: 1996.93 ms [2021-05-18 13:26:51 main:574] : INFO : Epoch 1686 | loss: 0.0311699 | val_loss: 0.0311769 | Time: 2000.78 ms [2021-05-18 13:26:53 main:574] : INFO : Epoch 1687 | loss: 0.0311733 | val_loss: 0.0311751 | Time: 2005.59 ms [2021-05-18 13:26:55 main:574] : INFO : Epoch 1688 | loss: 0.031172 | val_loss: 0.0311787 | Time: 2007.8 ms [2021-05-18 13:26:57 main:574] : INFO : Epoch 1689 | loss: 0.0311694 | val_loss: 0.031176 | Time: 2006.2 ms [2021-05-18 13:26:59 main:574] : INFO : Epoch 1690 | loss: 0.0311712 | val_loss: 0.031177 | Time: 2025.09 ms [2021-05-18 13:27:01 main:574] : INFO : Epoch 1691 | loss: 0.0311711 | val_loss: 0.0311783 | Time: 2008.68 ms [2021-05-18 13:27:03 main:574] : INFO : Epoch 1692 | loss: 0.0311705 | val_loss: 0.0311755 | Time: 2015.09 ms [2021-05-18 13:27:05 main:574] : INFO : Epoch 1693 | loss: 0.0311688 | val_loss: 0.0311739 | Time: 2001.47 ms [2021-05-18 13:27:07 main:574] : INFO : Epoch 1694 | loss: 0.0311679 | val_loss: 0.0311758 | Time: 2017.95 ms [2021-05-18 13:27:09 main:574] : INFO : Epoch 1695 | loss: 0.0311702 | val_loss: 0.0311747 | Time: 2006.69 ms [2021-05-18 13:27:12 main:574] : INFO : Epoch 1696 | loss: 0.0311745 | val_loss: 0.0311764 | Time: 2012.29 ms [2021-05-18 13:27:14 main:574] : INFO : Epoch 1697 | loss: 0.0311784 | val_loss: 0.0311773 | Time: 1998.72 ms [2021-05-18 13:27:16 main:574] : INFO : Epoch 1698 | loss: 0.0311714 | val_loss: 0.0311762 | Time: 2002.81 ms [2021-05-18 13:27:18 main:574] : INFO : Epoch 1699 | loss: 0.0311719 | val_loss: 0.0311763 | Time: 2016.16 ms [2021-05-18 13:27:20 main:574] : INFO : Epoch 1700 | loss: 0.0311714 | val_loss: 0.0311778 | Time: 2015.33 ms [2021-05-18 13:27:22 main:574] : INFO : Epoch 1701 | loss: 0.0311733 | val_loss: 0.0311807 | Time: 2008.37 ms [2021-05-18 13:27:24 main:574] : INFO : Epoch 1702 | loss: 0.03117 | val_loss: 0.0311749 | Time: 2020.81 ms [2021-05-18 13:27:26 main:574] : INFO : Epoch 1703 | loss: 0.0311689 | val_loss: 0.0311755 | Time: 2022 ms [2021-05-18 13:27:28 main:574] : INFO : Epoch 1704 | loss: 0.0311686 | val_loss: 0.0311729 | Time: 2007.37 ms [2021-05-18 13:27:30 main:574] : INFO : Epoch 1705 | loss: 0.0311691 | val_loss: 0.031178 | Time: 2002.48 ms [2021-05-18 13:27:32 main:574] : INFO : Epoch 1706 | loss: 0.0311711 | val_loss: 0.031173 | Time: 2002.95 ms [2021-05-18 13:27:34 main:574] : INFO : Epoch 1707 | loss: 0.0311669 | val_loss: 0.0311713 | Time: 2009.1 ms [2021-05-18 13:27:36 main:574] : INFO : Epoch 1708 | loss: 0.031165 | val_loss: 0.0311722 | Time: 2004.96 ms [2021-05-18 13:27:39 main:574] : INFO : Epoch 1709 | loss: 0.0311655 | val_loss: 0.0311732 | Time: 2009.07 ms [2021-05-18 13:27:41 main:574] : INFO : Epoch 1710 | loss: 0.0311663 | val_loss: 0.0311697 | Time: 2003.15 ms [2021-05-18 13:27:43 main:574] : INFO : Epoch 1711 | loss: 0.0311665 | val_loss: 0.031173 | Time: 2014.04 ms [2021-05-18 13:27:45 main:574] : INFO : Epoch 1712 | loss: 0.0311656 | val_loss: 0.0311681 | Time: 2026.27 ms [2021-05-18 13:27:47 main:574] : INFO : Epoch 1713 | loss: 0.0311633 | val_loss: 0.031167 | Time: 2001.29 ms [2021-05-18 13:27:49 main:574] : INFO : Epoch 1714 | loss: 0.0311622 | val_loss: 0.031169 | Time: 2002.12 ms [2021-05-18 13:27:51 main:574] : INFO : Epoch 1715 | loss: 0.031162 | val_loss: 0.0311673 | Time: 2002.86 ms [2021-05-18 13:27:53 main:574] : INFO : Epoch 1716 | loss: 0.0311619 | val_loss: 0.031166 | Time: 2008.53 ms [2021-05-18 13:27:55 main:574] : INFO : Epoch 1717 | loss: 0.0311619 | val_loss: 0.0311683 | Time: 2014.82 ms [2021-05-18 13:27:57 main:574] : INFO : Epoch 1718 | loss: 0.0311621 | val_loss: 0.0311673 | Time: 2007.68 ms [2021-05-18 13:27:59 main:574] : INFO : Epoch 1719 | loss: 0.0311622 | val_loss: 0.0311718 | Time: 2023.95 ms [2021-05-18 13:28:02 main:574] : INFO : Epoch 1720 | loss: 0.0311625 | val_loss: 0.0311686 | Time: 2011.09 ms [2021-05-18 13:28:04 main:574] : INFO : Epoch 1721 | loss: 0.0311623 | val_loss: 0.0311665 | Time: 2007.85 ms [2021-05-18 13:28:06 main:574] : INFO : Epoch 1722 | loss: 0.0311604 | val_loss: 0.0311675 | Time: 2003.08 ms [2021-05-18 13:28:08 main:574] : INFO : Epoch 1723 | loss: 0.0311606 | val_loss: 0.0311665 | Time: 2005.31 ms [2021-05-18 13:28:10 main:574] : INFO : Epoch 1724 | loss: 0.0311601 | val_loss: 0.0311679 | Time: 2015.93 ms [2021-05-18 13:28:12 main:574] : INFO : Epoch 1725 | loss: 0.0311594 | val_loss: 0.0311657 | Time: 2005.88 ms [2021-05-18 13:28:14 main:574] : INFO : Epoch 1726 | loss: 0.0311586 | val_loss: 0.031167 | Time: 2009.35 ms [2021-05-18 13:28:16 main:574] : INFO : Epoch 1727 | loss: 0.0311601 | val_loss: 0.031169 | Time: 2007.12 ms [2021-05-18 13:28:18 main:574] : INFO : Epoch 1728 | loss: 0.0311616 | val_loss: 0.0311703 | Time: 2014.83 ms [2021-05-18 13:28:20 main:574] : INFO : Epoch 1729 | loss: 0.031162 | val_loss: 0.031169 | Time: 2006.04 ms [2021-05-18 13:28:22 main:574] : INFO : Epoch 1730 | loss: 0.031162 | val_loss: 0.0311678 | Time: 2007.43 ms [2021-05-18 13:28:24 main:574] : INFO : Epoch 1731 | loss: 0.031162 | val_loss: 0.0311698 | Time: 1999.57 ms [2021-05-18 13:28:26 main:574] : INFO : Epoch 1732 | loss: 0.0311662 | val_loss: 0.0311756 | Time: 2007.73 ms [2021-05-18 13:28:29 main:574] : INFO : Epoch 1733 | loss: 0.0311673 | val_loss: 0.0311727 | Time: 2016.06 ms [2021-05-18 13:28:31 main:574] : INFO : Epoch 1734 | loss: 0.0311668 | val_loss: 0.0311725 | Time: 2008.66 ms [2021-05-18 13:28:33 main:574] : INFO : Epoch 1735 | loss: 0.0311652 | val_loss: 0.0311735 | Time: 2015.03 ms [2021-05-18 13:28:35 main:574] : INFO : Epoch 1736 | loss: 0.031164 | val_loss: 0.0311721 | Time: 2002.49 ms [2021-05-18 13:28:37 main:574] : INFO : Epoch 1737 | loss: 0.031163 | val_loss: 0.0311713 | Time: 2007.36 ms [2021-05-18 13:28:39 main:574] : INFO : Epoch 1738 | loss: 0.0311626 | val_loss: 0.0311685 | Time: 2003.41 ms [2021-05-18 13:28:41 main:574] : INFO : Epoch 1739 | loss: 0.0311644 | val_loss: 0.0311688 | Time: 2011.54 ms [2021-05-18 13:28:43 main:574] : INFO : Epoch 1740 | loss: 0.0311639 | val_loss: 0.0311737 | Time: 2023.85 ms [2021-05-18 13:28:45 main:574] : INFO : Epoch 1741 | loss: 0.0311625 | val_loss: 0.0311716 | Time: 2009.3 ms [2021-05-18 13:28:47 main:574] : INFO : Epoch 1742 | loss: 0.0311613 | val_loss: 0.0311691 | Time: 1994.88 ms [2021-05-18 13:28:49 main:574] : INFO : Epoch 1743 | loss: 0.0311606 | val_loss: 0.0311695 | Time: 2014.45 ms [2021-05-18 13:28:51 main:574] : INFO : Epoch 1744 | loss: 0.0311602 | val_loss: 0.0311686 | Time: 2019.78 ms [2021-05-18 13:28:54 main:574] : INFO : Epoch 1745 | loss: 0.0311607 | val_loss: 0.0311709 | Time: 2002.15 ms [2021-05-18 13:28:56 main:574] : INFO : Epoch 1746 | loss: 0.0311627 | val_loss: 0.0311737 | Time: 2015.43 ms [2021-05-18 13:28:58 main:574] : INFO : Epoch 1747 | loss: 0.0311617 | val_loss: 0.0311712 | Time: 1986.1 ms [2021-05-18 13:29:00 main:574] : INFO : Epoch 1748 | loss: 0.0311645 | val_loss: 0.0311721 | Time: 2004.54 ms [2021-05-18 13:29:02 main:574] : INFO : Epoch 1749 | loss: 0.0311628 | val_loss: 0.0311697 | Time: 2018.51 ms [2021-05-18 13:29:04 main:574] : INFO : Epoch 1750 | loss: 0.0311618 | val_loss: 0.0311716 | Time: 2005.71 ms [2021-05-18 13:29:06 main:574] : INFO : Epoch 1751 | loss: 0.0311623 | val_loss: 0.0311707 | Time: 1998.45 ms [2021-05-18 13:29:08 main:574] : INFO : Epoch 1752 | loss: 0.0311624 | val_loss: 0.0311708 | Time: 1995.78 ms [2021-05-18 13:29:10 main:574] : INFO : Epoch 1753 | loss: 0.0311624 | val_loss: 0.0311742 | Time: 2009.52 ms [2021-05-18 13:29:12 main:574] : INFO : Epoch 1754 | loss: 0.0311652 | val_loss: 0.0311717 | Time: 2000.84 ms [2021-05-18 13:29:14 main:574] : INFO : Epoch 1755 | loss: 0.0311643 | val_loss: 0.0311707 | Time: 2019.37 ms [2021-05-18 13:29:16 main:574] : INFO : Epoch 1756 | loss: 0.0311643 | val_loss: 0.0311719 | Time: 2019.41 ms [2021-05-18 13:29:19 main:574] : INFO : Epoch 1757 | loss: 0.0311639 | val_loss: 0.0311693 | Time: 2006.1 ms [2021-05-18 13:29:21 main:574] : INFO : Epoch 1758 | loss: 0.0311612 | val_loss: 0.0311683 | Time: 2005.51 ms [2021-05-18 13:29:23 main:574] : INFO : Epoch 1759 | loss: 0.031161 | val_loss: 0.0311687 | Time: 2001.19 ms [2021-05-18 13:29:25 main:574] : INFO : Epoch 1760 | loss: 0.0311599 | val_loss: 0.0311678 | Time: 2017.94 ms [2021-05-18 13:29:27 main:574] : INFO : Epoch 1761 | loss: 0.0311596 | val_loss: 0.0311679 | Time: 2003.36 ms [2021-05-18 13:29:29 main:574] : INFO : Epoch 1762 | loss: 0.0311597 | val_loss: 0.0311711 | Time: 2006.11 ms [2021-05-18 13:29:31 main:574] : INFO : Epoch 1763 | loss: 0.031161 | val_loss: 0.0311747 | Time: 2002.55 ms [2021-05-18 13:29:33 main:574] : INFO : Epoch 1764 | loss: 0.0311607 | val_loss: 0.0311688 | Time: 2016.68 ms [2021-05-18 13:29:35 main:574] : INFO : Epoch 1765 | loss: 0.0311613 | val_loss: 0.0311711 | Time: 1992.76 ms [2021-05-18 13:29:37 main:574] : INFO : Epoch 1766 | loss: 0.0311596 | val_loss: 0.031168 | Time: 2018.81 ms [2021-05-18 13:29:39 main:574] : INFO : Epoch 1767 | loss: 0.031159 | val_loss: 0.0311725 | Time: 1986 ms [2021-05-18 13:29:41 main:574] : INFO : Epoch 1768 | loss: 0.0311585 | val_loss: 0.0311691 | Time: 1993.22 ms [2021-05-18 13:29:43 main:574] : INFO : Epoch 1769 | loss: 0.0311589 | val_loss: 0.0311682 | Time: 2004.01 ms [2021-05-18 13:29:45 main:574] : INFO : Epoch 1770 | loss: 0.0311592 | val_loss: 0.031168 | Time: 2018.45 ms [2021-05-18 13:29:48 main:574] : INFO : Epoch 1771 | loss: 0.0311596 | val_loss: 0.0311685 | Time: 2034.24 ms [2021-05-18 13:29:50 main:574] : INFO : Epoch 1772 | loss: 0.0311607 | val_loss: 0.0311673 | Time: 2022.11 ms [2021-05-18 13:29:52 main:574] : INFO : Epoch 1773 | loss: 0.0311596 | val_loss: 0.0311697 | Time: 2022.37 ms [2021-05-18 13:29:54 main:574] : INFO : Epoch 1774 | loss: 0.0311621 | val_loss: 0.0311681 | Time: 2001.5 ms [2021-05-18 13:29:56 main:574] : INFO : Epoch 1775 | loss: 0.0311586 | val_loss: 0.0311664 | Time: 2020.42 ms [2021-05-18 13:29:58 main:574] : INFO : Epoch 1776 | loss: 0.0311573 | val_loss: 0.0311677 | Time: 2018.8 ms [2021-05-18 13:30:00 main:574] : INFO : Epoch 1777 | loss: 0.0311569 | val_loss: 0.0311664 | Time: 2009.87 ms [2021-05-18 13:30:02 main:574] : INFO : Epoch 1778 | loss: 0.031157 | val_loss: 0.0311657 | Time: 1991.84 ms [2021-05-18 13:30:04 main:574] : INFO : Epoch 1779 | loss: 0.0311585 | val_loss: 0.0311657 | Time: 2009.24 ms [2021-05-18 13:30:06 main:574] : INFO : Epoch 1780 | loss: 0.03116 | val_loss: 0.0311664 | Time: 2013.62 ms [2021-05-18 13:30:08 main:574] : INFO : Epoch 1781 | loss: 0.0311579 | val_loss: 0.031167 | Time: 2008.44 ms [2021-05-18 13:30:11 main:574] : INFO : Epoch 1782 | loss: 0.031158 | val_loss: 0.0311673 | Time: 2008.08 ms [2021-05-18 13:30:13 main:574] : INFO : Epoch 1783 | loss: 0.0311572 | val_loss: 0.0311681 | Time: 2010.83 ms [2021-05-18 13:30:15 main:574] : INFO : Epoch 1784 | loss: 0.0311594 | val_loss: 0.0311728 | Time: 1998.83 ms [2021-05-18 13:30:17 main:574] : INFO : Epoch 1785 | loss: 0.0311659 | val_loss: 0.031175 | Time: 2009.4 ms [2021-05-18 13:30:19 main:574] : INFO : Epoch 1786 | loss: 0.0311744 | val_loss: 0.0311834 | Time: 1998.6 ms [2021-05-18 13:30:21 main:574] : INFO : Epoch 1787 | loss: 0.0311812 | val_loss: 0.0311858 | Time: 1990.78 ms [2021-05-18 13:30:23 main:574] : INFO : Epoch 1788 | loss: 0.0311805 | val_loss: 0.0311867 | Time: 2006.63 ms [2021-05-18 13:30:25 main:574] : INFO : Epoch 1789 | loss: 0.0311782 | val_loss: 0.031184 | Time: 1997.39 ms [2021-05-18 13:30:27 main:574] : INFO : Epoch 1790 | loss: 0.0311768 | val_loss: 0.0311814 | Time: 1996.11 ms [2021-05-18 13:30:29 main:574] : INFO : Epoch 1791 | loss: 0.0311772 | val_loss: 0.0311801 | Time: 2024.74 ms [2021-05-18 13:30:31 main:574] : INFO : Epoch 1792 | loss: 0.0311741 | val_loss: 0.0311787 | Time: 2016.16 ms [2021-05-18 13:30:33 main:574] : INFO : Epoch 1793 | loss: 0.0311733 | val_loss: 0.031189 | Time: 2008.67 ms [2021-05-18 13:30:35 main:574] : INFO : Epoch 1794 | loss: 0.0311754 | val_loss: 0.0311777 | Time: 1998.37 ms [2021-05-18 13:30:37 main:574] : INFO : Epoch 1795 | loss: 0.0311705 | val_loss: 0.0311784 | Time: 1986.32 ms [2021-05-18 13:30:40 main:574] : INFO : Epoch 1796 | loss: 0.0311699 | val_loss: 0.0311776 | Time: 2003.68 ms [2021-05-18 13:30:42 main:574] : INFO : Epoch 1797 | loss: 0.0311732 | val_loss: 0.031181 | Time: 2022.82 ms [2021-05-18 13:30:44 main:574] : INFO : Epoch 1798 | loss: 0.0311722 | val_loss: 0.0311787 | Time: 2013.83 ms [2021-05-18 13:30:46 main:574] : INFO : Epoch 1799 | loss: 0.0311711 | val_loss: 0.0311792 | Time: 2025.26 ms [2021-05-18 13:30:48 main:574] : INFO : Epoch 1800 | loss: 0.0311709 | val_loss: 0.0311768 | Time: 2021.76 ms [2021-05-18 13:30:50 main:574] : INFO : Epoch 1801 | loss: 0.0311693 | val_loss: 0.031179 | Time: 2012.71 ms [2021-05-18 13:30:52 main:574] : INFO : Epoch 1802 | loss: 0.0311728 | val_loss: 0.0311772 | Time: 2023.87 ms [2021-05-18 13:30:54 main:574] : INFO : Epoch 1803 | loss: 0.0311697 | val_loss: 0.0311774 | Time: 2013.28 ms [2021-05-18 13:30:56 main:574] : INFO : Epoch 1804 | loss: 0.0311684 | val_loss: 0.0311787 | Time: 2013.05 ms [2021-05-18 13:30:58 main:574] : INFO : Epoch 1805 | loss: 0.0311681 | val_loss: 0.0311768 | Time: 2013.23 ms [2021-05-18 13:31:01 main:574] : INFO : Epoch 1806 | loss: 0.031169 | val_loss: 0.0311808 | Time: 2004.71 ms [2021-05-18 13:31:03 main:574] : INFO : Epoch 1807 | loss: 0.0311713 | val_loss: 0.0311759 | Time: 2019.08 ms [2021-05-18 13:31:05 main:574] : INFO : Epoch 1808 | loss: 0.0311693 | val_loss: 0.0311756 | Time: 2002.46 ms [2021-05-18 13:31:07 main:574] : INFO : Epoch 1809 | loss: 0.0311674 | val_loss: 0.0311745 | Time: 2025.09 ms [2021-05-18 13:31:09 main:574] : INFO : Epoch 1810 | loss: 0.0311659 | val_loss: 0.0311746 | Time: 2017.63 ms [2021-05-18 13:31:11 main:574] : INFO : Epoch 1811 | loss: 0.0311665 | val_loss: 0.0311749 | Time: 2008.54 ms [2021-05-18 13:31:13 main:574] : INFO : Epoch 1812 | loss: 0.0311662 | val_loss: 0.0311758 | Time: 2003.41 ms [2021-05-18 13:31:15 main:574] : INFO : Epoch 1813 | loss: 0.0311666 | val_loss: 0.0311743 | Time: 2007.8 ms [2021-05-18 13:31:17 main:574] : INFO : Epoch 1814 | loss: 0.0311683 | val_loss: 0.0311804 | Time: 2007.88 ms [2021-05-18 13:31:19 main:574] : INFO : Epoch 1815 | loss: 0.0311696 | val_loss: 0.0311881 | Time: 2012.41 ms [2021-05-18 13:31:21 main:574] : INFO : Epoch 1816 | loss: 0.0311669 | val_loss: 0.0311778 | Time: 1993.55 ms [2021-05-18 13:31:23 main:574] : INFO : Epoch 1817 | loss: 0.0311651 | val_loss: 0.0311758 | Time: 2011.26 ms [2021-05-18 13:31:26 main:574] : INFO : Epoch 1818 | loss: 0.0311649 | val_loss: 0.031175 | Time: 2023.26 ms [2021-05-18 13:31:28 main:574] : INFO : Epoch 1819 | loss: 0.031165 | val_loss: 0.0311752 | Time: 2013.1 ms [2021-05-18 13:31:30 main:574] : INFO : Epoch 1820 | loss: 0.0311676 | val_loss: 0.0311762 | Time: 2016.37 ms [2021-05-18 13:31:32 main:574] : INFO : Epoch 1821 | loss: 0.0311655 | val_loss: 0.0311741 | Time: 2019.21 ms [2021-05-18 13:31:34 main:574] : INFO : Epoch 1822 | loss: 0.0311637 | val_loss: 0.0311744 | Time: 2024.6 ms [2021-05-18 13:31:36 main:574] : INFO : Epoch 1823 | loss: 0.0311662 | val_loss: 0.0311774 | Time: 2027.19 ms [2021-05-18 13:31:38 main:574] : INFO : Epoch 1824 | loss: 0.0311639 | val_loss: 0.0311742 | Time: 2016.72 ms [2021-05-18 13:31:40 main:574] : INFO : Epoch 1825 | loss: 0.0311634 | val_loss: 0.0311779 | Time: 2004.66 ms [2021-05-18 13:31:42 main:574] : INFO : Epoch 1826 | loss: 0.031164 | val_loss: 0.0311756 | Time: 2035.77 ms [2021-05-18 13:31:44 main:574] : INFO : Epoch 1827 | loss: 0.0311641 | val_loss: 0.0311762 | Time: 2000.4 ms [2021-05-18 13:31:47 main:574] : INFO : Epoch 1828 | loss: 0.0311645 | val_loss: 0.0311764 | Time: 2008.08 ms [2021-05-18 13:31:49 main:574] : INFO : Epoch 1829 | loss: 0.0311643 | val_loss: 0.0311748 | Time: 2016.16 ms [2021-05-18 13:31:51 main:574] : INFO : Epoch 1830 | loss: 0.0311626 | val_loss: 0.0311746 | Time: 2012.67 ms [2021-05-18 13:31:53 main:574] : INFO : Epoch 1831 | loss: 0.0311636 | val_loss: 0.0311752 | Time: 2019.85 ms [2021-05-18 13:31:55 main:574] : INFO : Epoch 1832 | loss: 0.0311656 | val_loss: 0.0311764 | Time: 2007.1 ms [2021-05-18 13:31:57 main:574] : INFO : Epoch 1833 | loss: 0.031163 | val_loss: 0.0311745 | Time: 2013.61 ms [2021-05-18 13:31:59 main:574] : INFO : Epoch 1834 | loss: 0.031163 | val_loss: 0.031185 | Time: 2009.81 ms [2021-05-18 13:32:01 main:574] : INFO : Epoch 1835 | loss: 0.0311677 | val_loss: 0.0311869 | Time: 2007.34 ms [2021-05-18 13:32:03 main:574] : INFO : Epoch 1836 | loss: 0.0311675 | val_loss: 0.0311749 | Time: 2001.61 ms [2021-05-18 13:32:05 main:574] : INFO : Epoch 1837 | loss: 0.0311723 | val_loss: 0.0312008 | Time: 2020.24 ms [2021-05-18 13:32:07 main:574] : INFO : Epoch 1838 | loss: 0.0312029 | val_loss: 0.0312051 | Time: 1998.67 ms [2021-05-18 13:32:09 main:574] : INFO : Epoch 1839 | loss: 0.0312025 | val_loss: 0.0312042 | Time: 2008.21 ms [2021-05-18 13:32:12 main:574] : INFO : Epoch 1840 | loss: 0.0312011 | val_loss: 0.0312022 | Time: 2015.57 ms [2021-05-18 13:32:14 main:574] : INFO : Epoch 1841 | loss: 0.0311981 | val_loss: 0.0311972 | Time: 2007.73 ms [2021-05-18 13:32:16 main:574] : INFO : Epoch 1842 | loss: 0.0311942 | val_loss: 0.0311952 | Time: 2002.91 ms [2021-05-18 13:32:18 main:574] : INFO : Epoch 1843 | loss: 0.0311926 | val_loss: 0.0311934 | Time: 2028.29 ms [2021-05-18 13:32:20 main:574] : INFO : Epoch 1844 | loss: 0.0311914 | val_loss: 0.0311929 | Time: 2003.88 ms [2021-05-18 13:32:22 main:574] : INFO : Epoch 1845 | loss: 0.0311921 | val_loss: 0.0311933 | Time: 2001.05 ms [2021-05-18 13:32:24 main:574] : INFO : Epoch 1846 | loss: 0.0311925 | val_loss: 0.0311945 | Time: 2021 ms [2021-05-18 13:32:26 main:574] : INFO : Epoch 1847 | loss: 0.0311913 | val_loss: 0.0311916 | Time: 2017.63 ms [2021-05-18 13:32:28 main:574] : INFO : Epoch 1848 | loss: 0.0311913 | val_loss: 0.0311917 | Time: 2034.32 ms [2021-05-18 13:32:30 main:574] : INFO : Epoch 1849 | loss: 0.0311923 | val_loss: 0.0311986 | Time: 2018.25 ms [2021-05-18 13:32:32 main:574] : INFO : Epoch 1850 | loss: 0.0311926 | val_loss: 0.031194 | Time: 2031.47 ms [2021-05-18 13:32:35 main:574] : INFO : Epoch 1851 | loss: 0.0311888 | val_loss: 0.0311919 | Time: 2010.88 ms [2021-05-18 13:32:37 main:574] : INFO : Epoch 1852 | loss: 0.031189 | val_loss: 0.0311916 | Time: 2020.94 ms [2021-05-18 13:32:39 main:574] : INFO : Epoch 1853 | loss: 0.0311872 | val_loss: 0.0311909 | Time: 1991.73 ms [2021-05-18 13:32:41 main:574] : INFO : Epoch 1854 | loss: 0.0311877 | val_loss: 0.0311915 | Time: 1998.05 ms [2021-05-18 13:32:43 main:574] : INFO : Epoch 1855 | loss: 0.0311869 | val_loss: 0.0311917 | Time: 2015.34 ms [2021-05-18 13:32:45 main:574] : INFO : Epoch 1856 | loss: 0.0311882 | val_loss: 0.0311952 | Time: 2022.92 ms [2021-05-18 13:32:47 main:574] : INFO : Epoch 1857 | loss: 0.0311882 | val_loss: 0.0311905 | Time: 2019.24 ms [2021-05-18 13:32:49 main:574] : INFO : Epoch 1858 | loss: 0.0311864 | val_loss: 0.0311912 | Time: 2005.31 ms [2021-05-18 13:32:51 main:574] : INFO : Epoch 1859 | loss: 0.0311876 | val_loss: 0.0311915 | Time: 2022.69 ms [2021-05-18 13:32:53 main:574] : INFO : Epoch 1860 | loss: 0.031187 | val_loss: 0.0311911 | Time: 2003.41 ms [2021-05-18 13:32:55 main:574] : INFO : Epoch 1861 | loss: 0.0311875 | val_loss: 0.0311917 | Time: 2014.79 ms [2021-05-18 13:32:58 main:574] : INFO : Epoch 1862 | loss: 0.0311864 | val_loss: 0.0311904 | Time: 2029.37 ms [2021-05-18 13:33:00 main:574] : INFO : Epoch 1863 | loss: 0.0311888 | val_loss: 0.0311956 | Time: 2013.98 ms [2021-05-18 13:33:02 main:574] : INFO : Epoch 1864 | loss: 0.0311873 | val_loss: 0.0311906 | Time: 2010.74 ms [2021-05-18 13:33:04 main:574] : INFO : Epoch 1865 | loss: 0.0311856 | val_loss: 0.0311912 | Time: 2008.37 ms [2021-05-18 13:33:06 main:574] : INFO : Epoch 1866 | loss: 0.0311856 | val_loss: 0.0311907 | Time: 2010.01 ms [2021-05-18 13:33:08 main:574] : INFO : Epoch 1867 | loss: 0.0311857 | val_loss: 0.0311902 | Time: 2011.51 ms [2021-05-18 13:33:10 main:574] : INFO : Epoch 1868 | loss: 0.0311849 | val_loss: 0.0311901 | Time: 2020.24 ms [2021-05-18 13:33:12 main:574] : INFO : Epoch 1869 | loss: 0.0311853 | val_loss: 0.0311912 | Time: 2016.28 ms [2021-05-18 13:33:14 main:574] : INFO : Epoch 1870 | loss: 0.0311855 | val_loss: 0.0311907 | Time: 2019.47 ms [2021-05-18 13:33:16 main:574] : INFO : Epoch 1871 | loss: 0.0311853 | val_loss: 0.03119 | Time: 2009.53 ms [2021-05-18 13:33:18 main:574] : INFO : Epoch 1872 | loss: 0.0311848 | val_loss: 0.0311908 | Time: 2000.38 ms [2021-05-18 13:33:20 main:574] : INFO : Epoch 1873 | loss: 0.0311865 | val_loss: 0.0311906 | Time: 1996.33 ms [2021-05-18 13:33:22 main:574] : INFO : Epoch 1874 | loss: 0.0311842 | val_loss: 0.0311939 | Time: 2011.75 ms [2021-05-18 13:33:25 main:574] : INFO : Epoch 1875 | loss: 0.0311855 | val_loss: 0.0311911 | Time: 2018.06 ms [2021-05-18 13:33:27 main:574] : INFO : Epoch 1876 | loss: 0.0311848 | val_loss: 0.0311896 | Time: 2009.8 ms [2021-05-18 13:33:29 main:574] : INFO : Epoch 1877 | loss: 0.0311866 | val_loss: 0.0311911 | Time: 2013.88 ms [2021-05-18 13:33:31 main:574] : INFO : Epoch 1878 | loss: 0.0311869 | val_loss: 0.0311897 | Time: 2022.23 ms [2021-05-18 13:33:33 main:574] : INFO : Epoch 1879 | loss: 0.031184 | val_loss: 0.0311901 | Time: 2022.95 ms [2021-05-18 13:33:35 main:574] : INFO : Epoch 1880 | loss: 0.0311837 | val_loss: 0.0311913 | Time: 2023.82 ms [2021-05-18 13:33:37 main:574] : INFO : Epoch 1881 | loss: 0.0311857 | val_loss: 0.0311909 | Time: 2008.59 ms [2021-05-18 13:33:39 main:574] : INFO : Epoch 1882 | loss: 0.0311865 | val_loss: 0.0311921 | Time: 2010.05 ms [2021-05-18 13:33:41 main:574] : INFO : Epoch 1883 | loss: 0.0311864 | val_loss: 0.0311939 | Time: 1995.7 ms [2021-05-18 13:33:43 main:574] : INFO : Epoch 1884 | loss: 0.0311844 | val_loss: 0.0311916 | Time: 2029.93 ms [2021-05-18 13:33:46 main:574] : INFO : Epoch 1885 | loss: 0.0311842 | val_loss: 0.0311921 | Time: 2011.87 ms [2021-05-18 13:33:48 main:574] : INFO : Epoch 1886 | loss: 0.0311849 | val_loss: 0.0311922 | Time: 2001.51 ms [2021-05-18 13:33:50 main:574] : INFO : Epoch 1887 | loss: 0.0311844 | val_loss: 0.031191 | Time: 2009.81 ms [2021-05-18 13:33:52 main:574] : INFO : Epoch 1888 | loss: 0.0311836 | val_loss: 0.0311909 | Time: 2005.5 ms [2021-05-18 13:33:54 main:574] : INFO : Epoch 1889 | loss: 0.0311836 | val_loss: 0.0311917 | Time: 2002.23 ms [2021-05-18 13:33:56 main:574] : INFO : Epoch 1890 | loss: 0.0311837 | val_loss: 0.03119 | Time: 2003.53 ms [2021-05-18 13:33:58 main:574] : INFO : Epoch 1891 | loss: 0.0311835 | val_loss: 0.0311913 | Time: 2006.49 ms [2021-05-18 13:34:00 main:574] : INFO : Epoch 1892 | loss: 0.0311836 | val_loss: 0.0311904 | Time: 2009.68 ms [2021-05-18 13:34:02 main:574] : INFO : Epoch 1893 | loss: 0.0311828 | val_loss: 0.0311907 | Time: 2024.16 ms [2021-05-18 13:34:04 main:574] : INFO : Epoch 1894 | loss: 0.0311835 | val_loss: 0.0311926 | Time: 2016.25 ms [2021-05-18 13:34:06 main:574] : INFO : Epoch 1895 | loss: 0.0311833 | val_loss: 0.0311907 | Time: 2004.25 ms [2021-05-18 13:34:08 main:574] : INFO : Epoch 1896 | loss: 0.0311828 | val_loss: 0.0311901 | Time: 2021.18 ms [2021-05-18 13:34:10 main:574] : INFO : Epoch 1897 | loss: 0.0311825 | val_loss: 0.0311921 | Time: 2021.39 ms [2021-05-18 13:34:13 main:574] : INFO : Epoch 1898 | loss: 0.0311826 | val_loss: 0.0311914 | Time: 2005.92 ms [2021-05-18 13:34:15 main:574] : INFO : Epoch 1899 | loss: 0.0311824 | val_loss: 0.0311892 | Time: 2032.4 ms [2021-05-18 13:34:17 main:574] : INFO : Epoch 1900 | loss: 0.0311826 | val_loss: 0.0311941 | Time: 2030.07 ms [2021-05-18 13:34:19 main:574] : INFO : Epoch 1901 | loss: 0.0311834 | val_loss: 0.031192 | Time: 2003.01 ms [2021-05-18 13:34:21 main:574] : INFO : Epoch 1902 | loss: 0.0311826 | val_loss: 0.0311921 | Time: 2001.12 ms [2021-05-18 13:34:23 main:574] : INFO : Epoch 1903 | loss: 0.0311817 | val_loss: 0.0311875 | Time: 2018.73 ms [2021-05-18 13:34:25 main:574] : INFO : Epoch 1904 | loss: 0.0311812 | val_loss: 0.0311877 | Time: 2010.5 ms [2021-05-18 13:34:27 main:574] : INFO : Epoch 1905 | loss: 0.0311814 | val_loss: 0.0311901 | Time: 2009.63 ms [2021-05-18 13:34:29 main:574] : INFO : Epoch 1906 | loss: 0.0311812 | val_loss: 0.0311871 | Time: 2004.84 ms [2021-05-18 13:34:31 main:574] : INFO : Epoch 1907 | loss: 0.0311807 | val_loss: 0.0311883 | Time: 2003.57 ms [2021-05-18 13:34:33 main:574] : INFO : Epoch 1908 | loss: 0.0311803 | val_loss: 0.0311889 | Time: 2006.01 ms [2021-05-18 13:34:36 main:574] : INFO : Epoch 1909 | loss: 0.0311809 | val_loss: 0.0311891 | Time: 2014.58 ms [2021-05-18 13:34:38 main:574] : INFO : Epoch 1910 | loss: 0.0311814 | val_loss: 0.0311895 | Time: 2004.31 ms [2021-05-18 13:34:40 main:574] : INFO : Epoch 1911 | loss: 0.031181 | val_loss: 0.0311894 | Time: 2004.81 ms [2021-05-18 13:34:42 main:574] : INFO : Epoch 1912 | loss: 0.0311804 | val_loss: 0.0311884 | Time: 2006.28 ms [2021-05-18 13:34:44 main:574] : INFO : Epoch 1913 | loss: 0.0311795 | val_loss: 0.0311877 | Time: 2063.95 ms [2021-05-18 13:34:46 main:574] : INFO : Epoch 1914 | loss: 0.0311792 | val_loss: 0.0311887 | Time: 2012.67 ms [2021-05-18 13:34:48 main:574] : INFO : Epoch 1915 | loss: 0.0311804 | val_loss: 0.0311872 | Time: 2018.76 ms [2021-05-18 13:34:50 main:574] : INFO : Epoch 1916 | loss: 0.0311798 | val_loss: 0.0311867 | Time: 2015.66 ms [2021-05-18 13:34:52 main:574] : INFO : Epoch 1917 | loss: 0.0311782 | val_loss: 0.0311869 | Time: 2037.98 ms [2021-05-18 13:34:54 main:574] : INFO : Epoch 1918 | loss: 0.0311785 | val_loss: 0.0311877 | Time: 1998.31 ms [2021-05-18 13:34:56 main:574] : INFO : Epoch 1919 | loss: 0.0311805 | val_loss: 0.0311898 | Time: 2000.67 ms [2021-05-18 13:34:58 main:574] : INFO : Epoch 1920 | loss: 0.0311793 | val_loss: 0.0311866 | Time: 2002.58 ms [2021-05-18 13:35:00 main:574] : INFO : Epoch 1921 | loss: 0.0311785 | val_loss: 0.0311867 | Time: 2003.03 ms [2021-05-18 13:35:03 main:574] : INFO : Epoch 1922 | loss: 0.0311775 | val_loss: 0.0311884 | Time: 2012.82 ms [2021-05-18 13:35:05 main:574] : INFO : Epoch 1923 | loss: 0.031178 | val_loss: 0.0311869 | Time: 2019.76 ms [2021-05-18 13:35:07 main:574] : INFO : Epoch 1924 | loss: 0.0311781 | val_loss: 0.0311863 | Time: 2013.62 ms [2021-05-18 13:35:09 main:574] : INFO : Epoch 1925 | loss: 0.0311778 | val_loss: 0.031188 | Time: 2009.62 ms [2021-05-18 13:35:11 main:574] : INFO : Epoch 1926 | loss: 0.0311787 | val_loss: 0.0311872 | Time: 2001.1 ms [2021-05-18 13:35:13 main:574] : INFO : Epoch 1927 | loss: 0.0311801 | val_loss: 0.0311873 | Time: 2023.42 ms [2021-05-18 13:35:15 main:574] : INFO : Epoch 1928 | loss: 0.0311823 | val_loss: 0.0311978 | Time: 2028.34 ms [2021-05-18 13:35:17 main:574] : INFO : Epoch 1929 | loss: 0.0311925 | val_loss: 0.0312042 | Time: 2013.88 ms [2021-05-18 13:35:19 main:574] : INFO : Epoch 1930 | loss: 0.0311953 | val_loss: 0.0311997 | Time: 2004.48 ms [2021-05-18 13:35:21 main:574] : INFO : Epoch 1931 | loss: 0.0311993 | val_loss: 0.0312079 | Time: 2008.02 ms [2021-05-18 13:35:23 main:574] : INFO : Epoch 1932 | loss: 0.0311904 | val_loss: 0.0311867 | Time: 2007.3 ms [2021-05-18 13:35:25 main:574] : INFO : Epoch 1933 | loss: 0.031187 | val_loss: 0.031196 | Time: 2006.81 ms [2021-05-18 13:35:28 main:574] : INFO : Epoch 1934 | loss: 0.0311867 | val_loss: 0.031185 | Time: 2028.87 ms [2021-05-18 13:35:30 main:574] : INFO : Epoch 1935 | loss: 0.031182 | val_loss: 0.0311853 | Time: 2014.02 ms [2021-05-18 13:35:32 main:574] : INFO : Epoch 1936 | loss: 0.0311826 | val_loss: 0.0311839 | Time: 2006.98 ms [2021-05-18 13:35:34 main:574] : INFO : Epoch 1937 | loss: 0.0311801 | val_loss: 0.0311817 | Time: 2000.92 ms [2021-05-18 13:35:36 main:574] : INFO : Epoch 1938 | loss: 0.0311776 | val_loss: 0.0311823 | Time: 2030.94 ms [2021-05-18 13:35:38 main:574] : INFO : Epoch 1939 | loss: 0.0311802 | val_loss: 0.0311832 | Time: 2000.94 ms [2021-05-18 13:35:40 main:574] : INFO : Epoch 1940 | loss: 0.0311773 | val_loss: 0.0311812 | Time: 1998.73 ms [2021-05-18 13:35:42 main:574] : INFO : Epoch 1941 | loss: 0.0311716 | val_loss: 0.031176 | Time: 2027.44 ms [2021-05-18 13:35:44 main:574] : INFO : Epoch 1942 | loss: 0.0311691 | val_loss: 0.0311759 | Time: 2011.14 ms [2021-05-18 13:35:46 main:574] : INFO : Epoch 1943 | loss: 0.0311685 | val_loss: 0.0311765 | Time: 2007.49 ms [2021-05-18 13:35:48 main:574] : INFO : Epoch 1944 | loss: 0.0311689 | val_loss: 0.0311747 | Time: 2016.32 ms [2021-05-18 13:35:50 main:574] : INFO : Epoch 1945 | loss: 0.0311686 | val_loss: 0.0311774 | Time: 2003.05 ms [2021-05-18 13:35:53 main:574] : INFO : Epoch 1946 | loss: 0.031169 | val_loss: 0.031175 | Time: 2006.7 ms [2021-05-18 13:35:55 main:574] : INFO : Epoch 1947 | loss: 0.0311682 | val_loss: 0.0311737 | Time: 2015.63 ms [2021-05-18 13:35:57 main:574] : INFO : Epoch 1948 | loss: 0.0311685 | val_loss: 0.0311775 | Time: 1993.93 ms [2021-05-18 13:35:59 main:574] : INFO : Epoch 1949 | loss: 0.031167 | val_loss: 0.0311741 | Time: 1998.06 ms [2021-05-18 13:36:01 main:574] : INFO : Epoch 1950 | loss: 0.0311678 | val_loss: 0.0311783 | Time: 2017.39 ms [2021-05-18 13:36:03 main:574] : INFO : Epoch 1951 | loss: 0.03117 | val_loss: 0.0311751 | Time: 2029.47 ms [2021-05-18 13:36:05 main:574] : INFO : Epoch 1952 | loss: 0.031167 | val_loss: 0.0311738 | Time: 2003.81 ms [2021-05-18 13:36:07 main:574] : INFO : Epoch 1953 | loss: 0.031167 | val_loss: 0.0311737 | Time: 2015.06 ms [2021-05-18 13:36:09 main:574] : INFO : Epoch 1954 | loss: 0.0311667 | val_loss: 0.0311736 | Time: 2004.87 ms [2021-05-18 13:36:11 main:574] : INFO : Epoch 1955 | loss: 0.0311668 | val_loss: 0.0311757 | Time: 2015.24 ms [2021-05-18 13:36:13 main:574] : INFO : Epoch 1956 | loss: 0.0311679 | val_loss: 0.0311773 | Time: 2013.25 ms [2021-05-18 13:36:16 main:574] : INFO : Epoch 1957 | loss: 0.031169 | val_loss: 0.0311748 | Time: 2015.48 ms [2021-05-18 13:36:18 main:574] : INFO : Epoch 1958 | loss: 0.0311688 | val_loss: 0.0311753 | Time: 2022.46 ms [2021-05-18 13:36:20 main:574] : INFO : Epoch 1959 | loss: 0.0311681 | val_loss: 0.0311756 | Time: 2019 ms [2021-05-18 13:36:22 main:574] : INFO : Epoch 1960 | loss: 0.031171 | val_loss: 0.0311863 | Time: 2012.27 ms [2021-05-18 13:36:24 main:574] : INFO : Epoch 1961 | loss: 0.0311718 | val_loss: 0.0311771 | Time: 2000.97 ms [2021-05-18 13:36:26 main:574] : INFO : Epoch 1962 | loss: 0.0311682 | val_loss: 0.0311772 | Time: 1998.73 ms [2021-05-18 13:36:28 main:574] : INFO : Epoch 1963 | loss: 0.0311671 | val_loss: 0.0311755 | Time: 2011.47 ms [2021-05-18 13:36:30 main:574] : INFO : Epoch 1964 | loss: 0.0311689 | val_loss: 0.0311747 | Time: 1998.57 ms [2021-05-18 13:36:32 main:574] : INFO : Epoch 1965 | loss: 0.0311671 | val_loss: 0.0311757 | Time: 2005.96 ms [2021-05-18 13:36:34 main:574] : INFO : Epoch 1966 | loss: 0.031167 | val_loss: 0.031175 | Time: 2001.61 ms [2021-05-18 13:36:36 main:574] : INFO : Epoch 1967 | loss: 0.0311667 | val_loss: 0.0311763 | Time: 2012.77 ms [2021-05-18 13:36:38 main:574] : INFO : Epoch 1968 | loss: 0.0311664 | val_loss: 0.0311748 | Time: 2018.54 ms [2021-05-18 13:36:41 main:574] : INFO : Epoch 1969 | loss: 0.0311656 | val_loss: 0.0311743 | Time: 2018.62 ms [2021-05-18 13:36:43 main:574] : INFO : Epoch 1970 | loss: 0.031166 | val_loss: 0.0311766 | Time: 2017.9 ms [2021-05-18 13:36:45 main:574] : INFO : Epoch 1971 | loss: 0.0311662 | val_loss: 0.0311745 | Time: 2015.43 ms [2021-05-18 13:36:47 main:574] : INFO : Epoch 1972 | loss: 0.0311654 | val_loss: 0.0311748 | Time: 2021.08 ms [2021-05-18 13:36:49 main:574] : INFO : Epoch 1973 | loss: 0.0311656 | val_loss: 0.0311748 | Time: 1997.07 ms [2021-05-18 13:36:51 main:574] : INFO : Epoch 1974 | loss: 0.0311668 | val_loss: 0.0311767 | Time: 2010.72 ms [2021-05-18 13:36:53 main:574] : INFO : Epoch 1975 | loss: 0.0311665 | val_loss: 0.031175 | Time: 2009.96 ms [2021-05-18 13:36:55 main:574] : INFO : Epoch 1976 | loss: 0.0311658 | val_loss: 0.0311742 | Time: 2025.7 ms [2021-05-18 13:36:57 main:574] : INFO : Epoch 1977 | loss: 0.0311653 | val_loss: 0.0311765 | Time: 2032.14 ms [2021-05-18 13:36:59 main:574] : INFO : Epoch 1978 | loss: 0.0311661 | val_loss: 0.0311769 | Time: 2004.7 ms [2021-05-18 13:37:01 main:574] : INFO : Epoch 1979 | loss: 0.0311659 | val_loss: 0.0311738 | Time: 2022.36 ms [2021-05-18 13:37:04 main:574] : INFO : Epoch 1980 | loss: 0.0311659 | val_loss: 0.0311747 | Time: 2012.61 ms [2021-05-18 13:37:06 main:574] : INFO : Epoch 1981 | loss: 0.0311693 | val_loss: 0.0311759 | Time: 2023.69 ms [2021-05-18 13:37:08 main:574] : INFO : Epoch 1982 | loss: 0.0311709 | val_loss: 0.0311762 | Time: 2034.21 ms [2021-05-18 13:37:10 main:574] : INFO : Epoch 1983 | loss: 0.0311695 | val_loss: 0.0311718 | Time: 2026.19 ms [2021-05-18 13:37:12 main:574] : INFO : Epoch 1984 | loss: 0.0311694 | val_loss: 0.0311723 | Time: 2014.62 ms [2021-05-18 13:37:14 main:574] : INFO : Epoch 1985 | loss: 0.0311683 | val_loss: 0.0311728 | Time: 2019.16 ms [2021-05-18 13:37:16 main:574] : INFO : Epoch 1986 | loss: 0.0311661 | val_loss: 0.0311732 | Time: 2017.18 ms [2021-05-18 13:37:18 main:574] : INFO : Epoch 1987 | loss: 0.0311663 | val_loss: 0.0311714 | Time: 2024.83 ms [2021-05-18 13:37:20 main:574] : INFO : Epoch 1988 | loss: 0.0311654 | val_loss: 0.0311713 | Time: 2012.95 ms [2021-05-18 13:37:22 main:574] : INFO : Epoch 1989 | loss: 0.0311646 | val_loss: 0.0311711 | Time: 2012.03 ms [2021-05-18 13:37:25 main:574] : INFO : Epoch 1990 | loss: 0.0311654 | val_loss: 0.0311763 | Time: 2007.33 ms [2021-05-18 13:37:27 main:574] : INFO : Epoch 1991 | loss: 0.0311651 | val_loss: 0.0311721 | Time: 2010.11 ms [2021-05-18 13:37:29 main:574] : INFO : Epoch 1992 | loss: 0.0311635 | val_loss: 0.0311716 | Time: 2003.25 ms [2021-05-18 13:37:31 main:574] : INFO : Epoch 1993 | loss: 0.0311635 | val_loss: 0.0311708 | Time: 2006.3 ms [2021-05-18 13:37:33 main:574] : INFO : Epoch 1994 | loss: 0.0311656 | val_loss: 0.0311729 | Time: 1991.98 ms [2021-05-18 13:37:35 main:574] : INFO : Epoch 1995 | loss: 0.0311634 | val_loss: 0.0311707 | Time: 2002.63 ms [2021-05-18 13:37:37 main:574] : INFO : Epoch 1996 | loss: 0.0311622 | val_loss: 0.0311722 | Time: 2039.99 ms [2021-05-18 13:37:39 main:574] : INFO : Epoch 1997 | loss: 0.031163 | val_loss: 0.031172 | Time: 2010.96 ms [2021-05-18 13:37:41 main:574] : INFO : Epoch 1998 | loss: 0.0311621 | val_loss: 0.0311702 | Time: 2025.14 ms [2021-05-18 13:37:43 main:574] : INFO : Epoch 1999 | loss: 0.0311612 | val_loss: 0.03117 | Time: 2023.89 ms [2021-05-18 13:37:45 main:574] : INFO : Epoch 2000 | loss: 0.0311611 | val_loss: 0.0311709 | Time: 2012.29 ms [2021-05-18 13:37:47 main:574] : INFO : Epoch 2001 | loss: 0.0311613 | val_loss: 0.0311701 | Time: 2007.58 ms [2021-05-18 13:37:50 main:574] : INFO : Epoch 2002 | loss: 0.0311609 | val_loss: 0.0311705 | Time: 2007.23 ms [2021-05-18 13:37:52 main:574] : INFO : Epoch 2003 | loss: 0.0311617 | val_loss: 0.0311694 | Time: 2010.2 ms [2021-05-18 13:37:54 main:574] : INFO : Epoch 2004 | loss: 0.0311612 | val_loss: 0.0311704 | Time: 2006.96 ms [2021-05-18 13:37:56 main:574] : INFO : Epoch 2005 | loss: 0.0311621 | val_loss: 0.0311706 | Time: 2014.84 ms [2021-05-18 13:37:58 main:574] : INFO : Epoch 2006 | loss: 0.0311618 | val_loss: 0.0311748 | Time: 2016.21 ms [2021-05-18 13:38:00 main:574] : INFO : Epoch 2007 | loss: 0.0311641 | val_loss: 0.0311722 | Time: 2010.49 ms [2021-05-18 13:38:02 main:574] : INFO : Epoch 2008 | loss: 0.0311613 | val_loss: 0.0311729 | Time: 2001.55 ms [2021-05-18 13:38:04 main:574] : INFO : Epoch 2009 | loss: 0.031162 | val_loss: 0.0311715 | Time: 2015.44 ms [2021-05-18 13:38:06 main:574] : INFO : Epoch 2010 | loss: 0.0311642 | val_loss: 0.0311738 | Time: 2018.4 ms [2021-05-18 13:38:08 main:574] : INFO : Epoch 2011 | loss: 0.0311631 | val_loss: 0.0311725 | Time: 2011.73 ms [2021-05-18 13:38:10 main:574] : INFO : Epoch 2012 | loss: 0.0311628 | val_loss: 0.0311781 | Time: 2009.4 ms [2021-05-18 13:38:13 main:574] : INFO : Epoch 2013 | loss: 0.0311617 | val_loss: 0.0311735 | Time: 2013.05 ms [2021-05-18 13:38:15 main:574] : INFO : Epoch 2014 | loss: 0.031161 | val_loss: 0.0311698 | Time: 2015.67 ms [2021-05-18 13:38:17 main:574] : INFO : Epoch 2015 | loss: 0.0311617 | val_loss: 0.0311691 | Time: 2024.2 ms [2021-05-18 13:38:19 main:574] : INFO : Epoch 2016 | loss: 0.0311601 | val_loss: 0.0311716 | Time: 1998.64 ms [2021-05-18 13:38:21 main:574] : INFO : Epoch 2017 | loss: 0.0311617 | val_loss: 0.03117 | Time: 2007.82 ms [2021-05-18 13:38:23 main:574] : INFO : Epoch 2018 | loss: 0.0311594 | val_loss: 0.0311698 | Time: 2017.44 ms [2021-05-18 13:38:25 main:574] : INFO : Epoch 2019 | loss: 0.0311589 | val_loss: 0.0311709 | Time: 2008.64 ms [2021-05-18 13:38:27 main:574] : INFO : Epoch 2020 | loss: 0.0311593 | val_loss: 0.0311728 | Time: 1997.85 ms [2021-05-18 13:38:29 main:574] : INFO : Epoch 2021 | loss: 0.0311614 | val_loss: 0.0311703 | Time: 2010 ms [2021-05-18 13:38:31 main:574] : INFO : Epoch 2022 | loss: 0.0311597 | val_loss: 0.0311693 | Time: 2017.7 ms [2021-05-18 13:38:33 main:574] : INFO : Epoch 2023 | loss: 0.031159 | val_loss: 0.0311701 | Time: 2007.99 ms [2021-05-18 13:38:35 main:574] : INFO : Epoch 2024 | loss: 0.0311604 | val_loss: 0.0311702 | Time: 2033.82 ms [2021-05-18 13:38:37 main:574] : INFO : Epoch 2025 | loss: 0.0311642 | val_loss: 0.0311784 | Time: 2011.28 ms [2021-05-18 13:38:40 main:574] : INFO : Epoch 2026 | loss: 0.0311652 | val_loss: 0.0311717 | Time: 2005.12 ms [2021-05-18 13:38:42 main:574] : INFO : Epoch 2027 | loss: 0.0311616 | val_loss: 0.0311689 | Time: 2015.21 ms [2021-05-18 13:38:44 main:574] : INFO : Epoch 2028 | loss: 0.0311621 | val_loss: 0.0311772 | Time: 2017.47 ms [2021-05-18 13:38:46 main:574] : INFO : Epoch 2029 | loss: 0.0311602 | val_loss: 0.0311692 | Time: 2003.56 ms [2021-05-18 13:38:48 main:574] : INFO : Epoch 2030 | loss: 0.0311581 | val_loss: 0.0311692 | Time: 2023.36 ms [2021-05-18 13:38:50 main:574] : INFO : Epoch 2031 | loss: 0.0311575 | val_loss: 0.0311685 | Time: 2024.09 ms [2021-05-18 13:38:52 main:574] : INFO : Epoch 2032 | loss: 0.0311578 | val_loss: 0.0311687 | Time: 2011.37 ms [2021-05-18 13:38:54 main:574] : INFO : Epoch 2033 | loss: 0.0311577 | val_loss: 0.0311703 | Time: 2034.47 ms [2021-05-18 13:38:56 main:574] : INFO : Epoch 2034 | loss: 0.0311584 | val_loss: 0.0311696 | Time: 2027.31 ms [2021-05-18 13:38:58 main:574] : INFO : Epoch 2035 | loss: 0.031157 | val_loss: 0.0311684 | Time: 2008.41 ms [2021-05-18 13:39:00 main:574] : INFO : Epoch 2036 | loss: 0.0311573 | val_loss: 0.0311684 | Time: 2023.35 ms [2021-05-18 13:39:03 main:574] : INFO : Epoch 2037 | loss: 0.0311581 | val_loss: 0.0311686 | Time: 2025.83 ms [2021-05-18 13:39:05 main:574] : INFO : Epoch 2038 | loss: 0.0311587 | val_loss: 0.0311712 | Time: 2008.96 ms [2021-05-18 13:39:07 main:574] : INFO : Epoch 2039 | loss: 0.03116 | val_loss: 0.0311683 | Time: 2047.84 ms [2021-05-18 13:39:09 main:574] : INFO : Epoch 2040 | loss: 0.0311614 | val_loss: 0.031171 | Time: 2009.48 ms [2021-05-18 13:39:11 main:574] : INFO : Epoch 2041 | loss: 0.0311636 | val_loss: 0.0311692 | Time: 2015.29 ms [2021-05-18 13:39:13 main:574] : INFO : Epoch 2042 | loss: 0.0311619 | val_loss: 0.0311682 | Time: 2033.58 ms [2021-05-18 13:39:15 main:574] : INFO : Epoch 2043 | loss: 0.0311588 | val_loss: 0.0311675 | Time: 2015.89 ms [2021-05-18 13:39:18 main:574] : INFO : Epoch 2044 | loss: 0.0311577 | val_loss: 0.0311703 | Time: 2003.2 ms [2021-05-18 13:39:20 main:574] : INFO : Epoch 2045 | loss: 0.0311588 | val_loss: 0.0311702 | Time: 2013.48 ms [2021-05-18 13:39:22 main:574] : INFO : Epoch 2046 | loss: 0.0311594 | val_loss: 0.0311701 | Time: 1997.61 ms [2021-05-18 13:39:24 main:574] : INFO : Epoch 2047 | loss: 0.0311586 | val_loss: 0.0311785 | Time: 2003.15 ms [2021-05-18 13:39:26 main:574] : INFO : Epoch 2048 | loss: 0.0311595 | val_loss: 0.0311671 | Time: 2028.18 ms [2021-05-18 13:39:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311671 [2021-05-18 13:39:26 main:603] : INFO : Saving end state to config to file [2021-05-18 13:39:26 main:608] : INFO : Success, exiting.. 13:39:26 (10296): 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)