Task 4762970
| Name | ParityMachine-1612383077-17833-4_2 |
| Workunit | 2446706 |
| Created | 9 Apr 2021, 9:22:55 UTC |
| Sent | 9 Apr 2021, 10:22:30 UTC |
| Report deadline | 16 Apr 2021, 10:22:30 UTC |
| Received | 9 Apr 2021, 11:35:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9697 |
| Run time | 1 hours 12 min 6 sec |
| CPU time | 1 hours 8 min 22 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,490.60 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ain:574] : INFO : Epoch 1542 | loss: 0.031155 | val_loss: 0.0311699 | Time: 2013.32 ms [2021-04-09 19:16:54 main:574] : INFO : Epoch 1543 | loss: 0.0311633 | val_loss: 0.031166 | Time: 2021.82 ms [2021-04-09 19:16:56 main:574] : INFO : Epoch 1544 | loss: 0.0311638 | val_loss: 0.0311674 | Time: 2022.46 ms [2021-04-09 19:16:59 main:574] : INFO : Epoch 1545 | loss: 0.0311635 | val_loss: 0.0311653 | Time: 1998.72 ms [2021-04-09 19:17:01 main:574] : INFO : Epoch 1546 | loss: 0.0311632 | val_loss: 0.0311665 | Time: 2013.71 ms [2021-04-09 19:17:03 main:574] : INFO : Epoch 1547 | loss: 0.0311623 | val_loss: 0.0311678 | Time: 2046.18 ms [2021-04-09 19:17:05 main:574] : INFO : Epoch 1548 | loss: 0.031162 | val_loss: 0.0311681 | Time: 2002.96 ms [2021-04-09 19:17:07 main:574] : INFO : Epoch 1549 | loss: 0.0311608 | val_loss: 0.0311668 | Time: 2025.07 ms [2021-04-09 19:17:09 main:574] : INFO : Epoch 1550 | loss: 0.0311702 | val_loss: 0.0311713 | Time: 2016.49 ms [2021-04-09 19:17:11 main:574] : INFO : Epoch 1551 | loss: 0.0311697 | val_loss: 0.0311722 | Time: 2022.19 ms [2021-04-09 19:17:13 main:574] : INFO : Epoch 1552 | loss: 0.0311675 | val_loss: 0.0311708 | Time: 2013.4 ms [2021-04-09 19:17:15 main:574] : INFO : Epoch 1553 | loss: 0.0311659 | val_loss: 0.0311714 | Time: 2018.73 ms [2021-04-09 19:17:17 main:574] : INFO : Epoch 1554 | loss: 0.0311645 | val_loss: 0.0311699 | Time: 2016.55 ms [2021-04-09 19:17:20 main:574] : INFO : Epoch 1555 | loss: 0.031165 | val_loss: 0.03117 | Time: 2002.5 ms [2021-04-09 19:17:22 main:574] : INFO : Epoch 1556 | loss: 0.0311633 | val_loss: 0.0311691 | Time: 2000.22 ms [2021-04-09 19:17:24 main:574] : INFO : Epoch 1557 | loss: 0.0311637 | val_loss: 0.0311698 | Time: 2005.05 ms [2021-04-09 19:17:26 main:574] : INFO : Epoch 1558 | loss: 0.0311638 | val_loss: 0.0311701 | Time: 2012.5 ms [2021-04-09 19:17:28 main:574] : INFO : Epoch 1559 | loss: 0.0311635 | val_loss: 0.0311692 | Time: 2000.51 ms [2021-04-09 19:17:30 main:574] : INFO : Epoch 1560 | loss: 0.0311621 | val_loss: 0.0311667 | Time: 2031.36 ms [2021-04-09 19:17:32 main:574] : INFO : Epoch 1561 | loss: 0.0311637 | val_loss: 0.0311657 | Time: 2025.92 ms [2021-04-09 19:17:34 main:574] : INFO : Epoch 1562 | loss: 0.031162 | val_loss: 0.0311657 | Time: 1994.72 ms [2021-04-09 19:17:36 main:574] : INFO : Epoch 1563 | loss: 0.0311622 | val_loss: 0.0311672 | Time: 2009.58 ms [2021-04-09 19:17:38 main:574] : INFO : Epoch 1564 | loss: 0.0311621 | val_loss: 0.0311658 | Time: 2016.89 ms [2021-04-09 19:17:40 main:574] : INFO : Epoch 1565 | loss: 0.0311631 | val_loss: 0.0311686 | Time: 2002.64 ms [2021-04-09 19:17:42 main:574] : INFO : Epoch 1566 | loss: 0.0311633 | val_loss: 0.0311668 | Time: 1997.59 ms [2021-04-09 19:17:45 main:574] : INFO : Epoch 1567 | loss: 0.0311621 | val_loss: 0.0311668 | Time: 2038.93 ms [2021-04-09 19:17:47 main:574] : INFO : Epoch 1568 | loss: 0.0311604 | val_loss: 0.0311641 | Time: 2005.23 ms [2021-04-09 19:17:49 main:574] : INFO : Epoch 1569 | loss: 0.0311607 | val_loss: 0.0311643 | Time: 1991.89 ms [2021-04-09 19:17:51 main:574] : INFO : Epoch 1570 | loss: 0.0311617 | val_loss: 0.0311651 | Time: 2042 ms [2021-04-09 19:17:53 main:574] : INFO : Epoch 1571 | loss: 0.0311612 | val_loss: 0.0311648 | Time: 2011.45 ms [2021-04-09 19:17:55 main:574] : INFO : Epoch 1572 | loss: 0.0311607 | val_loss: 0.0311662 | Time: 2009.78 ms [2021-04-09 19:17:57 main:574] : INFO : Epoch 1573 | loss: 0.0311607 | val_loss: 0.0311689 | Time: 2008.38 ms [2021-04-09 19:17:59 main:574] : INFO : Epoch 1574 | loss: 0.0311632 | val_loss: 0.0311675 | Time: 2032.49 ms [2021-04-09 19:18:01 main:574] : INFO : Epoch 1575 | loss: 0.0311616 | val_loss: 0.0311676 | Time: 2020.44 ms [2021-04-09 19:18:03 main:574] : INFO : Epoch 1576 | loss: 0.0311596 | val_loss: 0.0311656 | Time: 2001.97 ms [2021-04-09 19:18:05 main:574] : INFO : Epoch 1577 | loss: 0.031159 | val_loss: 0.0311652 | Time: 2026.13 ms [2021-04-09 19:18:08 main:574] : INFO : Epoch 1578 | loss: 0.0311595 | val_loss: 0.0311684 | Time: 2015.33 ms [2021-04-09 19:18:10 main:574] : INFO : Epoch 1579 | loss: 0.0311603 | val_loss: 0.0311668 | Time: 1996.95 ms [2021-04-09 19:18:12 main:574] : INFO : Epoch 1580 | loss: 0.0311588 | val_loss: 0.0311665 | Time: 2006.16 ms [2021-04-09 19:18:14 main:574] : INFO : Epoch 1581 | loss: 0.0311581 | val_loss: 0.0311664 | Time: 2017.72 ms [2021-04-09 19:18:16 main:574] : INFO : Epoch 1582 | loss: 0.0311599 | val_loss: 0.0311707 | Time: 2013.49 ms [2021-04-09 19:18:18 main:574] : INFO : Epoch 1583 | loss: 0.031159 | val_loss: 0.0311678 | Time: 1994.21 ms [2021-04-09 19:18:20 main:574] : INFO : Epoch 1584 | loss: 0.0311582 | val_loss: 0.0311677 | Time: 2026.71 ms [2021-04-09 19:18:22 main:574] : INFO : Epoch 1585 | loss: 0.031158 | val_loss: 0.0311674 | Time: 2007.35 ms [2021-04-09 19:18:24 main:574] : INFO : Epoch 1586 | loss: 0.031158 | val_loss: 0.0311687 | Time: 2031.2 ms [2021-04-09 19:18:26 main:574] : INFO : Epoch 1587 | loss: 0.0311596 | val_loss: 0.0311667 | Time: 2029.6 ms [2021-04-09 19:18:28 main:574] : INFO : Epoch 1588 | loss: 0.0311599 | val_loss: 0.0311674 | Time: 2009.44 ms [2021-04-09 19:18:30 main:574] : INFO : Epoch 1589 | loss: 0.0311599 | val_loss: 0.0311662 | Time: 1993.01 ms [2021-04-09 19:18:32 main:574] : INFO : Epoch 1590 | loss: 0.0311591 | val_loss: 0.0311655 | Time: 1991.74 ms [2021-04-09 19:18:35 main:574] : INFO : Epoch 1591 | loss: 0.031159 | val_loss: 0.0311651 | Time: 2049.15 ms [2021-04-09 19:18:37 main:574] : INFO : Epoch 1592 | loss: 0.0311592 | val_loss: 0.0311649 | Time: 2008.76 ms [2021-04-09 19:18:39 main:574] : INFO : Epoch 1593 | loss: 0.0311604 | val_loss: 0.031166 | Time: 1998.49 ms [2021-04-09 19:18:41 main:574] : INFO : Epoch 1594 | loss: 0.0311598 | val_loss: 0.0311657 | Time: 2059.77 ms [2021-04-09 19:18:43 main:574] : INFO : Epoch 1595 | loss: 0.031158 | val_loss: 0.0311655 | Time: 2021.94 ms [2021-04-09 19:18:45 main:574] : INFO : Epoch 1596 | loss: 0.0311575 | val_loss: 0.0311649 | Time: 1994.04 ms [2021-04-09 19:18:47 main:574] : INFO : Epoch 1597 | loss: 0.0311569 | val_loss: 0.0311658 | Time: 2042 ms [2021-04-09 19:18:49 main:574] : INFO : Epoch 1598 | loss: 0.031157 | val_loss: 0.0311654 | Time: 2010.7 ms [2021-04-09 19:18:51 main:574] : INFO : Epoch 1599 | loss: 0.0311567 | val_loss: 0.0311651 | Time: 1999.79 ms [2021-04-09 19:18:53 main:574] : INFO : Epoch 1600 | loss: 0.0311572 | val_loss: 0.0311667 | Time: 2002.46 ms [2021-04-09 19:18:55 main:574] : INFO : Epoch 1601 | loss: 0.0311582 | val_loss: 0.0311653 | Time: 2042.04 ms [2021-04-09 19:18:57 main:574] : INFO : Epoch 1602 | loss: 0.0311611 | val_loss: 0.0311673 | Time: 2005.96 ms [2021-04-09 19:19:00 main:574] : INFO : Epoch 1603 | loss: 0.0311586 | val_loss: 0.0311658 | Time: 2011.35 ms [2021-04-09 19:19:02 main:574] : INFO : Epoch 1604 | loss: 0.031158 | val_loss: 0.031165 | Time: 2021.63 ms [2021-04-09 19:19:04 main:574] : INFO : Epoch 1605 | loss: 0.0311577 | val_loss: 0.031165 | Time: 2017.72 ms [2021-04-09 19:19:06 main:574] : INFO : Epoch 1606 | loss: 0.0311606 | val_loss: 0.0311687 | Time: 2039.22 ms [2021-04-09 19:19:08 main:574] : INFO : Epoch 1607 | loss: 0.0311625 | val_loss: 0.0311659 | Time: 2016.15 ms [2021-04-09 19:19:10 main:574] : INFO : Epoch 1608 | loss: 0.0311587 | val_loss: 0.0311645 | Time: 2026.45 ms [2021-04-09 19:19:12 main:574] : INFO : Epoch 1609 | loss: 0.0311588 | val_loss: 0.0311643 | Time: 2005.38 ms [2021-04-09 19:19:14 main:574] : INFO : Epoch 1610 | loss: 0.031158 | val_loss: 0.0311667 | Time: 1991.98 ms [2021-04-09 19:19:16 main:574] : INFO : Epoch 1611 | loss: 0.0311579 | val_loss: 0.0311652 | Time: 2036.25 ms [2021-04-09 19:19:18 main:574] : INFO : Epoch 1612 | loss: 0.0311588 | val_loss: 0.0311672 | Time: 2011.29 ms [2021-04-09 19:19:21 main:574] : INFO : Epoch 1613 | loss: 0.0311573 | val_loss: 0.0311671 | Time: 2012.22 ms [2021-04-09 19:19:23 main:574] : INFO : Epoch 1614 | loss: 0.0311569 | val_loss: 0.0311659 | Time: 2035.5 ms [2021-04-09 19:19:25 main:574] : INFO : Epoch 1615 | loss: 0.031159 | val_loss: 0.0311657 | Time: 2010.38 ms [2021-04-09 19:19:27 main:574] : INFO : Epoch 1616 | loss: 0.0311591 | val_loss: 0.0311683 | Time: 2014.49 ms [2021-04-09 19:19:29 main:574] : INFO : Epoch 1617 | loss: 0.0311578 | val_loss: 0.0311667 | Time: 1991.5 ms [2021-04-09 19:19:31 main:574] : INFO : Epoch 1618 | loss: 0.0311582 | val_loss: 0.0311683 | Time: 2043.39 ms [2021-04-09 19:19:33 main:574] : INFO : Epoch 1619 | loss: 0.0311586 | val_loss: 0.0311701 | Time: 2013.56 ms [2021-04-09 19:19:35 main:574] : INFO : Epoch 1620 | loss: 0.0311586 | val_loss: 0.0311661 | Time: 2011.07 ms [2021-04-09 19:19:37 main:574] : INFO : Epoch 1621 | loss: 0.0311592 | val_loss: 0.0311672 | Time: 2013.82 ms [2021-04-09 19:19:39 main:574] : INFO : Epoch 1622 | loss: 0.0311607 | val_loss: 0.0311682 | Time: 2025.18 ms [2021-04-09 19:19:41 main:574] : INFO : Epoch 1623 | loss: 0.0311592 | val_loss: 0.0311687 | Time: 2019.23 ms [2021-04-09 19:19:44 main:574] : INFO : Epoch 1624 | loss: 0.031159 | val_loss: 0.0311667 | Time: 2002.13 ms [2021-04-09 19:19:46 main:574] : INFO : Epoch 1625 | loss: 0.0311589 | val_loss: 0.0311685 | Time: 2050.16 ms [2021-04-09 19:19:48 main:574] : INFO : Epoch 1626 | loss: 0.0311591 | val_loss: 0.031168 | Time: 2014.68 ms [2021-04-09 19:19:50 main:574] : INFO : Epoch 1627 | loss: 0.0311582 | val_loss: 0.0311683 | Time: 1999.28 ms [2021-04-09 19:19:52 main:574] : INFO : Epoch 1628 | loss: 0.031159 | val_loss: 0.0311691 | Time: 2025.25 ms [2021-04-09 19:19:54 main:574] : INFO : Epoch 1629 | loss: 0.0311587 | val_loss: 0.031168 | Time: 2007.35 ms [2021-04-09 19:19:56 main:574] : INFO : Epoch 1630 | loss: 0.0311581 | val_loss: 0.0311668 | Time: 1995.71 ms [2021-04-09 19:19:58 main:574] : INFO : Epoch 1631 | loss: 0.031158 | val_loss: 0.0311675 | Time: 2061.14 ms [2021-04-09 19:20:00 main:574] : INFO : Epoch 1632 | loss: 0.0311578 | val_loss: 0.0311658 | Time: 2032 ms [2021-04-09 19:20:02 main:574] : INFO : Epoch 1633 | loss: 0.0311571 | val_loss: 0.0311653 | Time: 1993.1 ms [2021-04-09 19:20:04 main:574] : INFO : Epoch 1634 | loss: 0.0311565 | val_loss: 0.0311661 | Time: 2005.42 ms [2021-04-09 19:20:07 main:574] : INFO : Epoch 1635 | loss: 0.0311566 | val_loss: 0.0311688 | Time: 2029.17 ms [2021-04-09 19:20:09 main:574] : INFO : Epoch 1636 | loss: 0.0311568 | val_loss: 0.0311703 | Time: 2015.8 ms [2021-04-09 19:20:11 main:574] : INFO : Epoch 1637 | loss: 0.0311609 | val_loss: 0.0311681 | Time: 2012.56 ms [2021-04-09 19:20:13 main:574] : INFO : Epoch 1638 | loss: 0.031158 | val_loss: 0.031175 | Time: 2042.36 ms [2021-04-09 19:20:15 main:574] : INFO : Epoch 1639 | loss: 0.0311586 | val_loss: 0.031174 | Time: 2007.3 ms [2021-04-09 19:20:17 main:574] : INFO : Epoch 1640 | loss: 0.0311578 | val_loss: 0.0311671 | Time: 1997.48 ms [2021-04-09 19:20:19 main:574] : INFO : Epoch 1641 | loss: 0.0311568 | val_loss: 0.0311672 | Time: 2027.75 ms [2021-04-09 19:20:21 main:574] : INFO : Epoch 1642 | loss: 0.0311568 | val_loss: 0.0311657 | Time: 2012.57 ms [2021-04-09 19:20:23 main:574] : INFO : Epoch 1643 | loss: 0.0311551 | val_loss: 0.031167 | Time: 2020.09 ms [2021-04-09 19:20:25 main:574] : INFO : Epoch 1644 | loss: 0.0311544 | val_loss: 0.0311674 | Time: 1995.8 ms [2021-04-09 19:20:27 main:574] : INFO : Epoch 1645 | loss: 0.0311557 | val_loss: 0.0311666 | Time: 2043.04 ms [2021-04-09 19:20:29 main:574] : INFO : Epoch 1646 | loss: 0.031155 | val_loss: 0.0311656 | Time: 1999.7 ms [2021-04-09 19:20:32 main:574] : INFO : Epoch 1647 | loss: 0.0311553 | val_loss: 0.0311658 | Time: 1993.79 ms [2021-04-09 19:20:34 main:574] : INFO : Epoch 1648 | loss: 0.0311539 | val_loss: 0.0311673 | Time: 2093.77 ms [2021-04-09 19:20:36 main:574] : INFO : Epoch 1649 | loss: 0.0311574 | val_loss: 0.0311671 | Time: 2009.49 ms [2021-04-09 19:20:38 main:574] : INFO : Epoch 1650 | loss: 0.0311561 | val_loss: 0.0311681 | Time: 2010.08 ms [2021-04-09 19:20:40 main:574] : INFO : Epoch 1651 | loss: 0.0311549 | val_loss: 0.0311662 | Time: 1994.87 ms [2021-04-09 19:20:42 main:574] : INFO : Epoch 1652 | loss: 0.0311557 | val_loss: 0.0311686 | Time: 2031.48 ms [2021-04-09 19:20:44 main:574] : INFO : Epoch 1653 | loss: 0.0311559 | val_loss: 0.0311684 | Time: 2012.54 ms [2021-04-09 19:20:46 main:574] : INFO : Epoch 1654 | loss: 0.0311583 | val_loss: 0.0311671 | Time: 2002.66 ms [2021-04-09 19:20:48 main:574] : INFO : Epoch 1655 | loss: 0.0311633 | val_loss: 0.0311682 | Time: 2026.39 ms [2021-04-09 19:20:51 main:574] : INFO : Epoch 1656 | loss: 0.0311616 | val_loss: 0.0311686 | Time: 2014.31 ms [2021-04-09 19:20:53 main:574] : INFO : Epoch 1657 | loss: 0.0311602 | val_loss: 0.0311659 | Time: 1999.03 ms [2021-04-09 19:20:55 main:574] : INFO : Epoch 1658 | loss: 0.0311593 | val_loss: 0.0311708 | Time: 2003.54 ms [2021-04-09 19:20:57 main:574] : INFO : Epoch 1659 | loss: 0.0311612 | val_loss: 0.0311655 | Time: 2024.54 ms [2021-04-09 19:20:59 main:574] : INFO : Epoch 1660 | loss: 0.0311592 | val_loss: 0.0311657 | Time: 2002.74 ms [2021-04-09 19:21:01 main:574] : INFO : Epoch 1661 | loss: 0.0311613 | val_loss: 0.0311651 | Time: 2010.93 ms [2021-04-09 19:21:03 main:574] : INFO : Epoch 1662 | loss: 0.0311598 | val_loss: 0.0311665 | Time: 2018.57 ms [2021-04-09 19:21:05 main:574] : INFO : Epoch 1663 | loss: 0.0311603 | val_loss: 0.0311681 | Time: 2016.89 ms [2021-04-09 19:21:07 main:574] : INFO : Epoch 1664 | loss: 0.0311605 | val_loss: 0.0311686 | Time: 1999.01 ms [2021-04-09 19:21:09 main:574] : INFO : Epoch 1665 | loss: 0.0311581 | val_loss: 0.0311684 | Time: 2032.59 ms [2021-04-09 19:21:11 main:574] : INFO : Epoch 1666 | loss: 0.0311576 | val_loss: 0.0311668 | Time: 2021.26 ms [2021-04-09 19:21:13 main:574] : INFO : Epoch 1667 | loss: 0.0311573 | val_loss: 0.031167 | Time: 2000.41 ms [2021-04-09 19:21:15 main:574] : INFO : Epoch 1668 | loss: 0.0311568 | val_loss: 0.0311666 | Time: 2020.39 ms [2021-04-09 19:21:18 main:574] : INFO : Epoch 1669 | loss: 0.0311559 | val_loss: 0.0311679 | Time: 2024.81 ms [2021-04-09 19:21:20 main:574] : INFO : Epoch 1670 | loss: 0.031157 | val_loss: 0.0311681 | Time: 1997.47 ms [2021-04-09 19:21:22 main:574] : INFO : Epoch 1671 | loss: 0.0311578 | val_loss: 0.0311733 | Time: 1997.61 ms [2021-04-09 19:21:24 main:574] : INFO : Epoch 1672 | loss: 0.0311602 | val_loss: 0.0311675 | Time: 2036.3 ms [2021-04-09 19:21:26 main:574] : INFO : Epoch 1673 | loss: 0.0311569 | val_loss: 0.031165 | Time: 2002.06 ms [2021-04-09 19:21:28 main:574] : INFO : Epoch 1674 | loss: 0.0311564 | val_loss: 0.0311645 | Time: 2003.24 ms [2021-04-09 19:21:30 main:574] : INFO : Epoch 1675 | loss: 0.0311557 | val_loss: 0.0311645 | Time: 2029.4 ms [2021-04-09 19:21:32 main:574] : INFO : Epoch 1676 | loss: 0.0311561 | val_loss: 0.0311648 | Time: 2010.95 ms [2021-04-09 19:21:34 main:574] : INFO : Epoch 1677 | loss: 0.0311586 | val_loss: 0.0311659 | Time: 1995.11 ms [2021-04-09 19:21:36 main:574] : INFO : Epoch 1678 | loss: 0.0311588 | val_loss: 0.031167 | Time: 2039.43 ms [2021-04-09 19:21:38 main:574] : INFO : Epoch 1679 | loss: 0.0311553 | val_loss: 0.0311642 | Time: 2045.74 ms [2021-04-09 19:21:41 main:574] : INFO : Epoch 1680 | loss: 0.0311552 | val_loss: 0.0311643 | Time: 2032.1 ms [2021-04-09 19:21:43 main:574] : INFO : Epoch 1681 | loss: 0.0311549 | val_loss: 0.0311644 | Time: 2008.65 ms [2021-04-09 19:21:45 main:574] : INFO : Epoch 1682 | loss: 0.0311559 | val_loss: 0.0311632 | Time: 2032.95 ms [2021-04-09 19:21:47 main:574] : INFO : Epoch 1683 | loss: 0.0311568 | val_loss: 0.0311643 | Time: 2025.86 ms [2021-04-09 19:21:49 main:574] : INFO : Epoch 1684 | loss: 0.0311568 | val_loss: 0.0311669 | Time: 1998.35 ms [2021-04-09 19:21:51 main:574] : INFO : Epoch 1685 | loss: 0.0311562 | val_loss: 0.0311653 | Time: 2000.65 ms [2021-04-09 19:21:53 main:574] : INFO : Epoch 1686 | loss: 0.031156 | val_loss: 0.0311672 | Time: 2011.97 ms [2021-04-09 19:21:55 main:574] : INFO : Epoch 1687 | loss: 0.0311551 | val_loss: 0.0311685 | Time: 2011.81 ms [2021-04-09 19:21:57 main:574] : INFO : Epoch 1688 | loss: 0.0311588 | val_loss: 0.031172 | Time: 1990.71 ms [2021-04-09 19:21:59 main:574] : INFO : Epoch 1689 | loss: 0.0311608 | val_loss: 0.0311659 | Time: 2043.24 ms [2021-04-09 19:22:01 main:574] : INFO : Epoch 1690 | loss: 0.0311551 | val_loss: 0.0311646 | Time: 2004.16 ms [2021-04-09 19:22:03 main:574] : INFO : Epoch 1691 | loss: 0.031154 | val_loss: 0.0311676 | Time: 2010.46 ms [2021-04-09 19:22:06 main:574] : INFO : Epoch 1692 | loss: 0.0311575 | val_loss: 0.0311681 | Time: 2012.05 ms [2021-04-09 19:22:08 main:574] : INFO : Epoch 1693 | loss: 0.0311574 | val_loss: 0.0311675 | Time: 2042.78 ms [2021-04-09 19:22:10 main:574] : INFO : Epoch 1694 | loss: 0.0311575 | val_loss: 0.0311662 | Time: 2019.46 ms [2021-04-09 19:22:12 main:574] : INFO : Epoch 1695 | loss: 0.031159 | val_loss: 0.0311682 | Time: 2017.66 ms [2021-04-09 19:22:14 main:574] : INFO : Epoch 1696 | loss: 0.0311579 | val_loss: 0.0311663 | Time: 2050.68 ms [2021-04-09 19:22:16 main:574] : INFO : Epoch 1697 | loss: 0.0311575 | val_loss: 0.0311658 | Time: 2156.62 ms [2021-04-09 19:22:18 main:574] : INFO : Epoch 1698 | loss: 0.0311576 | val_loss: 0.0311655 | Time: 2186.05 ms [2021-04-09 19:22:21 main:574] : INFO : Epoch 1699 | loss: 0.0311559 | val_loss: 0.0311655 | Time: 2136.67 ms [2021-04-09 19:22:23 main:574] : INFO : Epoch 1700 | loss: 0.0311544 | val_loss: 0.0311658 | Time: 2079.82 ms [2021-04-09 19:22:25 main:574] : INFO : Epoch 1701 | loss: 0.0311574 | val_loss: 0.0311655 | Time: 1993.47 ms [2021-04-09 19:22:27 main:574] : INFO : Epoch 1702 | loss: 0.0311545 | val_loss: 0.0311675 | Time: 2070.53 ms [2021-04-09 19:22:29 main:574] : INFO : Epoch 1703 | loss: 0.031155 | val_loss: 0.031165 | Time: 2109.03 ms [2021-04-09 19:22:31 main:574] : INFO : Epoch 1704 | loss: 0.0311549 | val_loss: 0.0311673 | Time: 2082.08 ms [2021-04-09 19:22:34 main:574] : INFO : Epoch 1705 | loss: 0.0311551 | val_loss: 0.0311669 | Time: 2040.57 ms [2021-04-09 19:22:36 main:574] : INFO : Epoch 1706 | loss: 0.0311569 | val_loss: 0.0311671 | Time: 2075.97 ms [2021-04-09 19:22:38 main:574] : INFO : Epoch 1707 | loss: 0.0311553 | val_loss: 0.0311711 | Time: 2075.94 ms [2021-04-09 19:22:40 main:574] : INFO : Epoch 1708 | loss: 0.0311606 | val_loss: 0.0311673 | Time: 2028.37 ms [2021-04-09 19:22:42 main:574] : INFO : Epoch 1709 | loss: 0.0311552 | val_loss: 0.0311665 | Time: 2106.18 ms [2021-04-09 19:22:44 main:574] : INFO : Epoch 1710 | loss: 0.0311552 | val_loss: 0.0311664 | Time: 2000.66 ms [2021-04-09 19:22:46 main:574] : INFO : Epoch 1711 | loss: 0.0311539 | val_loss: 0.0311661 | Time: 2048.66 ms [2021-04-09 19:22:49 main:574] : INFO : Epoch 1712 | loss: 0.0311551 | val_loss: 0.0311671 | Time: 2018.02 ms [2021-04-09 19:22:51 main:574] : INFO : Epoch 1713 | loss: 0.0311548 | val_loss: 0.0311672 | Time: 2023.77 ms [2021-04-09 19:22:53 main:574] : INFO : Epoch 1714 | loss: 0.0311573 | val_loss: 0.0311647 | Time: 2006.52 ms [2021-04-09 19:22:55 main:574] : INFO : Epoch 1715 | loss: 0.0311602 | val_loss: 0.0311689 | Time: 2002.7 ms [2021-04-09 19:22:57 main:574] : INFO : Epoch 1716 | loss: 0.0311544 | val_loss: 0.0311658 | Time: 2066.45 ms [2021-04-09 19:22:59 main:574] : INFO : Epoch 1717 | loss: 0.0311557 | val_loss: 0.0311689 | Time: 2008.36 ms [2021-04-09 19:23:01 main:574] : INFO : Epoch 1718 | loss: 0.0311549 | val_loss: 0.0311645 | Time: 1996.19 ms [2021-04-09 19:23:03 main:574] : INFO : Epoch 1719 | loss: 0.0311561 | val_loss: 0.0311677 | Time: 2023.42 ms [2021-04-09 19:23:05 main:574] : INFO : Epoch 1720 | loss: 0.0311553 | val_loss: 0.0311672 | Time: 2016.43 ms [2021-04-09 19:23:07 main:574] : INFO : Epoch 1721 | loss: 0.0311568 | val_loss: 0.0311681 | Time: 2002.53 ms [2021-04-09 19:23:09 main:574] : INFO : Epoch 1722 | loss: 0.0311556 | val_loss: 0.0311656 | Time: 2024.61 ms [2021-04-09 19:23:12 main:574] : INFO : Epoch 1723 | loss: 0.0311572 | val_loss: 0.0311669 | Time: 2024.23 ms [2021-04-09 19:23:14 main:574] : INFO : Epoch 1724 | loss: 0.0311574 | val_loss: 0.0311667 | Time: 2018.51 ms [2021-04-09 19:23:16 main:574] : INFO : Epoch 1725 | loss: 0.0311577 | val_loss: 0.0311665 | Time: 1999.06 ms [2021-04-09 19:23:18 main:574] : INFO : Epoch 1726 | loss: 0.0311562 | val_loss: 0.0311672 | Time: 2020.34 ms [2021-04-09 19:23:20 main:574] : INFO : Epoch 1727 | loss: 0.0311565 | val_loss: 0.0311658 | Time: 2005.97 ms [2021-04-09 19:23:22 main:574] : INFO : Epoch 1728 | loss: 0.0311602 | val_loss: 0.0311676 | Time: 2009.9 ms [2021-04-09 19:23:24 main:574] : INFO : Epoch 1729 | loss: 0.0311614 | val_loss: 0.0311672 | Time: 2037.77 ms [2021-04-09 19:23:26 main:574] : INFO : Epoch 1730 | loss: 0.031163 | val_loss: 0.0311649 | Time: 1996.22 ms [2021-04-09 19:23:28 main:574] : INFO : Epoch 1731 | loss: 0.0311612 | val_loss: 0.0311649 | Time: 2003.48 ms [2021-04-09 19:23:30 main:574] : INFO : Epoch 1732 | loss: 0.0311607 | val_loss: 0.0311661 | Time: 2010.21 ms [2021-04-09 19:23:32 main:574] : INFO : Epoch 1733 | loss: 0.0311627 | val_loss: 0.0311637 | Time: 2044.44 ms [2021-04-09 19:23:34 main:574] : INFO : Epoch 1734 | loss: 0.0311611 | val_loss: 0.03116 | Time: 2039.81 ms [2021-04-09 19:23:37 main:574] : INFO : Epoch 1735 | loss: 0.0311607 | val_loss: 0.0311613 | Time: 1997.29 ms [2021-04-09 19:23:39 main:574] : INFO : Epoch 1736 | loss: 0.0311625 | val_loss: 0.0311684 | Time: 2031.93 ms [2021-04-09 19:23:41 main:574] : INFO : Epoch 1737 | loss: 0.0311647 | val_loss: 0.0311631 | Time: 2007.67 ms [2021-04-09 19:23:43 main:574] : INFO : Epoch 1738 | loss: 0.0311624 | val_loss: 0.0311639 | Time: 2010.84 ms [2021-04-09 19:23:45 main:574] : INFO : Epoch 1739 | loss: 0.0311633 | val_loss: 0.0311627 | Time: 2029.46 ms [2021-04-09 19:23:47 main:574] : INFO : Epoch 1740 | loss: 0.0311621 | val_loss: 0.0311634 | Time: 2014.8 ms [2021-04-09 19:23:49 main:574] : INFO : Epoch 1741 | loss: 0.0311601 | val_loss: 0.0311633 | Time: 2019.17 ms [2021-04-09 19:23:51 main:574] : INFO : Epoch 1742 | loss: 0.0311628 | val_loss: 0.0311659 | Time: 2005.28 ms [2021-04-09 19:23:53 main:574] : INFO : Epoch 1743 | loss: 0.0311664 | val_loss: 0.0311763 | Time: 2078.44 ms [2021-04-09 19:23:55 main:574] : INFO : Epoch 1744 | loss: 0.0311657 | val_loss: 0.0311702 | Time: 2026.16 ms [2021-04-09 19:23:57 main:574] : INFO : Epoch 1745 | loss: 0.0311637 | val_loss: 0.0311667 | Time: 2001.58 ms [2021-04-09 19:24:00 main:574] : INFO : Epoch 1746 | loss: 0.031162 | val_loss: 0.0311662 | Time: 2019.21 ms [2021-04-09 19:24:02 main:574] : INFO : Epoch 1747 | loss: 0.0311609 | val_loss: 0.0311683 | Time: 1995.22 ms [2021-04-09 19:24:04 main:574] : INFO : Epoch 1748 | loss: 0.031161 | val_loss: 0.031168 | Time: 2009.61 ms [2021-04-09 19:24:06 main:574] : INFO : Epoch 1749 | loss: 0.0311606 | val_loss: 0.0311673 | Time: 2018.55 ms [2021-04-09 19:24:08 main:574] : INFO : Epoch 1750 | loss: 0.0311608 | val_loss: 0.0311674 | Time: 2018.07 ms [2021-04-09 19:24:10 main:574] : INFO : Epoch 1751 | loss: 0.0311612 | val_loss: 0.0311672 | Time: 2002.66 ms [2021-04-09 19:24:12 main:574] : INFO : Epoch 1752 | loss: 0.0311621 | val_loss: 0.0311692 | Time: 1999.18 ms [2021-04-09 19:24:14 main:574] : INFO : Epoch 1753 | loss: 0.0311619 | val_loss: 0.0311693 | Time: 2046.43 ms [2021-04-09 19:24:16 main:574] : INFO : Epoch 1754 | loss: 0.0311641 | val_loss: 0.031171 | Time: 2017.9 ms [2021-04-09 19:24:18 main:574] : INFO : Epoch 1755 | loss: 0.0311614 | val_loss: 0.0311658 | Time: 2023.88 ms [2021-04-09 19:24:20 main:574] : INFO : Epoch 1756 | loss: 0.0311592 | val_loss: 0.0311655 | Time: 2049.18 ms [2021-04-09 19:24:23 main:574] : INFO : Epoch 1757 | loss: 0.031159 | val_loss: 0.0311687 | Time: 2036.87 ms [2021-04-09 19:24:25 main:574] : INFO : Epoch 1758 | loss: 0.0311597 | val_loss: 0.0311665 | Time: 2024.49 ms [2021-04-09 19:24:27 main:574] : INFO : Epoch 1759 | loss: 0.031163 | val_loss: 0.0311696 | Time: 1999.51 ms [2021-04-09 19:24:29 main:574] : INFO : Epoch 1760 | loss: 0.0311598 | val_loss: 0.0311661 | Time: 2023.31 ms [2021-04-09 19:24:31 main:574] : INFO : Epoch 1761 | loss: 0.0311579 | val_loss: 0.0311678 | Time: 2003.63 ms [2021-04-09 19:24:33 main:574] : INFO : Epoch 1762 | loss: 0.0311578 | val_loss: 0.031171 | Time: 2010.04 ms [2021-04-09 19:24:35 main:574] : INFO : Epoch 1763 | loss: 0.0311598 | val_loss: 0.0311697 | Time: 2018.2 ms [2021-04-09 19:24:37 main:574] : INFO : Epoch 1764 | loss: 0.0311605 | val_loss: 0.0311784 | Time: 2000.48 ms [2021-04-09 19:24:39 main:574] : INFO : Epoch 1765 | loss: 0.0311618 | val_loss: 0.0311663 | Time: 2015.18 ms [2021-04-09 19:24:41 main:574] : INFO : Epoch 1766 | loss: 0.0311575 | val_loss: 0.031167 | Time: 2001.56 ms [2021-04-09 19:24:43 main:574] : INFO : Epoch 1767 | loss: 0.0311581 | val_loss: 0.031167 | Time: 2027.27 ms [2021-04-09 19:24:45 main:574] : INFO : Epoch 1768 | loss: 0.031158 | val_loss: 0.0311654 | Time: 1992.66 ms [2021-04-09 19:24:47 main:574] : INFO : Epoch 1769 | loss: 0.0311581 | val_loss: 0.0311661 | Time: 1999.42 ms [2021-04-09 19:24:50 main:574] : INFO : Epoch 1770 | loss: 0.0311583 | val_loss: 0.0311681 | Time: 2010.54 ms [2021-04-09 19:24:52 main:574] : INFO : Epoch 1771 | loss: 0.0311604 | val_loss: 0.0311698 | Time: 2043.18 ms [2021-04-09 19:24:54 main:574] : INFO : Epoch 1772 | loss: 0.0311637 | val_loss: 0.0311654 | Time: 2010.67 ms [2021-04-09 19:24:56 main:574] : INFO : Epoch 1773 | loss: 0.0311612 | val_loss: 0.0311742 | Time: 2013.24 ms [2021-04-09 19:24:58 main:574] : INFO : Epoch 1774 | loss: 0.0311616 | val_loss: 0.0311684 | Time: 2043.52 ms [2021-04-09 19:25:00 main:574] : INFO : Epoch 1775 | loss: 0.0311598 | val_loss: 0.0311673 | Time: 2023.21 ms [2021-04-09 19:25:02 main:574] : INFO : Epoch 1776 | loss: 0.0311585 | val_loss: 0.0311674 | Time: 2014.4 ms [2021-04-09 19:25:04 main:574] : INFO : Epoch 1777 | loss: 0.0311566 | val_loss: 0.0311682 | Time: 2043.17 ms [2021-04-09 19:25:06 main:574] : INFO : Epoch 1778 | loss: 0.0311572 | val_loss: 0.0311672 | Time: 2006.35 ms [2021-04-09 19:25:08 main:574] : INFO : Epoch 1779 | loss: 0.0311571 | val_loss: 0.0311669 | Time: 2007.32 ms [2021-04-09 19:25:10 main:574] : INFO : Epoch 1780 | loss: 0.0311578 | val_loss: 0.031166 | Time: 2013.78 ms [2021-04-09 19:25:13 main:574] : INFO : Epoch 1781 | loss: 0.0311579 | val_loss: 0.0311665 | Time: 2012.65 ms [2021-04-09 19:25:15 main:574] : INFO : Epoch 1782 | loss: 0.031157 | val_loss: 0.0311673 | Time: 2026.49 ms [2021-04-09 19:25:17 main:574] : INFO : Epoch 1783 | loss: 0.0311571 | val_loss: 0.03117 | Time: 2015.36 ms [2021-04-09 19:25:19 main:574] : INFO : Epoch 1784 | loss: 0.0311557 | val_loss: 0.0311679 | Time: 2032.71 ms [2021-04-09 19:25:21 main:574] : INFO : Epoch 1785 | loss: 0.0311552 | val_loss: 0.0311692 | Time: 1990.29 ms [2021-04-09 19:25:23 main:574] : INFO : Epoch 1786 | loss: 0.0311577 | val_loss: 0.0311671 | Time: 2012.11 ms [2021-04-09 19:25:25 main:574] : INFO : Epoch 1787 | loss: 0.0311583 | val_loss: 0.0311671 | Time: 2050.61 ms [2021-04-09 19:25:27 main:574] : INFO : Epoch 1788 | loss: 0.031161 | val_loss: 0.0311657 | Time: 2001.99 ms [2021-04-09 19:25:29 main:574] : INFO : Epoch 1789 | loss: 0.0311615 | val_loss: 0.0311643 | Time: 2004.42 ms [2021-04-09 19:25:31 main:574] : INFO : Epoch 1790 | loss: 0.0311615 | val_loss: 0.0311657 | Time: 2036.28 ms [2021-04-09 19:25:34 main:574] : INFO : Epoch 1791 | loss: 0.031161 | val_loss: 0.031168 | Time: 2010.94 ms [2021-04-09 19:25:36 main:574] : INFO : Epoch 1792 | loss: 0.0311648 | val_loss: 0.0311693 | Time: 2011.58 ms [2021-04-09 19:25:38 main:574] : INFO : Epoch 1793 | loss: 0.0311621 | val_loss: 0.0311654 | Time: 2019.97 ms [2021-04-09 19:25:40 main:574] : INFO : Epoch 1794 | loss: 0.0311618 | val_loss: 0.0311648 | Time: 2050.31 ms [2021-04-09 19:25:42 main:574] : INFO : Epoch 1795 | loss: 0.0311601 | val_loss: 0.0311648 | Time: 2040.92 ms [2021-04-09 19:25:44 main:574] : INFO : Epoch 1796 | loss: 0.0311591 | val_loss: 0.0311642 | Time: 2007.17 ms [2021-04-09 19:25:46 main:574] : INFO : Epoch 1797 | loss: 0.0311584 | val_loss: 0.0311657 | Time: 2010.31 ms [2021-04-09 19:25:48 main:574] : INFO : Epoch 1798 | loss: 0.0311589 | val_loss: 0.0311635 | Time: 2028 ms [2021-04-09 19:25:50 main:574] : INFO : Epoch 1799 | loss: 0.0311581 | val_loss: 0.0311661 | Time: 2006.16 ms [2021-04-09 19:25:52 main:574] : INFO : Epoch 1800 | loss: 0.0311596 | val_loss: 0.0311668 | Time: 2032.76 ms [2021-04-09 19:25:55 main:574] : INFO : Epoch 1801 | loss: 0.0311606 | val_loss: 0.0311642 | Time: 2443.8 ms [2021-04-09 19:25:57 main:574] : INFO : Epoch 1802 | loss: 0.0311585 | val_loss: 0.0311635 | Time: 2252 ms [2021-04-09 19:25:59 main:574] : INFO : Epoch 1803 | loss: 0.0311604 | val_loss: 0.031163 | Time: 2083.62 ms [2021-04-09 19:26:02 main:574] : INFO : Epoch 1804 | loss: 0.0311597 | val_loss: 0.0311625 | Time: 2071.14 ms [2021-04-09 19:26:04 main:574] : INFO : Epoch 1805 | loss: 0.0311585 | val_loss: 0.0311656 | Time: 2025.88 ms [2021-04-09 19:26:06 main:574] : INFO : Epoch 1806 | loss: 0.0311581 | val_loss: 0.0311638 | Time: 2004.82 ms [2021-04-09 19:26:08 main:574] : INFO : Epoch 1807 | loss: 0.0311577 | val_loss: 0.0311627 | Time: 2020.91 ms [2021-04-09 19:26:10 main:574] : INFO : Epoch 1808 | loss: 0.0311575 | val_loss: 0.0311639 | Time: 2075.8 ms [2021-04-09 19:26:12 main:574] : INFO : Epoch 1809 | loss: 0.0311576 | val_loss: 0.0311627 | Time: 2015.99 ms [2021-04-09 19:26:14 main:574] : INFO : Epoch 1810 | loss: 0.0311578 | val_loss: 0.0311639 | Time: 2023.12 ms [2021-04-09 19:26:16 main:574] : INFO : Epoch 1811 | loss: 0.0311579 | val_loss: 0.0311628 | Time: 2054.16 ms [2021-04-09 19:26:19 main:574] : INFO : Epoch 1812 | loss: 0.0311576 | val_loss: 0.0311629 | Time: 2187.55 ms [2021-04-09 19:26:21 main:574] : INFO : Epoch 1813 | loss: 0.031158 | val_loss: 0.031163 | Time: 2052.71 ms [2021-04-09 19:26:23 main:574] : INFO : Epoch 1814 | loss: 0.031157 | val_loss: 0.0311662 | Time: 2017.92 ms [2021-04-09 19:26:25 main:574] : INFO : Epoch 1815 | loss: 0.0311586 | val_loss: 0.0311611 | Time: 2025.44 ms [2021-04-09 19:26:27 main:574] : INFO : Epoch 1816 | loss: 0.0311586 | val_loss: 0.0311614 | Time: 2029.84 ms [2021-04-09 19:26:29 main:574] : INFO : Epoch 1817 | loss: 0.0311573 | val_loss: 0.0311619 | Time: 2026.92 ms [2021-04-09 19:26:31 main:574] : INFO : Epoch 1818 | loss: 0.0311565 | val_loss: 0.0311662 | Time: 2043.32 ms [2021-04-09 19:26:33 main:574] : INFO : Epoch 1819 | loss: 0.0311564 | val_loss: 0.0311627 | Time: 2009.69 ms [2021-04-09 19:26:35 main:574] : INFO : Epoch 1820 | loss: 0.0311569 | val_loss: 0.0311673 | Time: 2004.4 ms [2021-04-09 19:26:37 main:574] : INFO : Epoch 1821 | loss: 0.0311556 | val_loss: 0.0311626 | Time: 2039.13 ms [2021-04-09 19:26:39 main:574] : INFO : Epoch 1822 | loss: 0.0311558 | val_loss: 0.0311629 | Time: 2018.67 ms [2021-04-09 19:26:42 main:574] : INFO : Epoch 1823 | loss: 0.0311558 | val_loss: 0.0311613 | Time: 2087.71 ms [2021-04-09 19:26:44 main:574] : INFO : Epoch 1824 | loss: 0.0311583 | val_loss: 0.0311629 | Time: 2059.67 ms [2021-04-09 19:26:46 main:574] : INFO : Epoch 1825 | loss: 0.0311564 | val_loss: 0.0311623 | Time: 2110.51 ms [2021-04-09 19:26:48 main:574] : INFO : Epoch 1826 | loss: 0.0311572 | val_loss: 0.0311626 | Time: 2026.91 ms [2021-04-09 19:26:50 main:574] : INFO : Epoch 1827 | loss: 0.0311572 | val_loss: 0.0311631 | Time: 2035.33 ms [2021-04-09 19:26:52 main:574] : INFO : Epoch 1828 | loss: 0.0311564 | val_loss: 0.0311626 | Time: 2078.53 ms [2021-04-09 19:26:55 main:574] : INFO : Epoch 1829 | loss: 0.0311587 | val_loss: 0.0311671 | Time: 2022.64 ms [2021-04-09 19:26:57 main:574] : INFO : Epoch 1830 | loss: 0.0311595 | val_loss: 0.0311633 | Time: 2072.31 ms [2021-04-09 19:26:59 main:574] : INFO : Epoch 1831 | loss: 0.0311586 | val_loss: 0.0311644 | Time: 2030.97 ms [2021-04-09 19:27:01 main:574] : INFO : Epoch 1832 | loss: 0.0311584 | val_loss: 0.0311641 | Time: 1994.17 ms [2021-04-09 19:27:03 main:574] : INFO : Epoch 1833 | loss: 0.0311591 | val_loss: 0.0311625 | Time: 1993.06 ms [2021-04-09 19:27:05 main:574] : INFO : Epoch 1834 | loss: 0.0311572 | val_loss: 0.0311636 | Time: 2088.1 ms [2021-04-09 19:27:07 main:574] : INFO : Epoch 1835 | loss: 0.0311573 | val_loss: 0.031165 | Time: 2005.92 ms [2021-04-09 19:27:09 main:574] : INFO : Epoch 1836 | loss: 0.0311576 | val_loss: 0.0311632 | Time: 2035.2 ms [2021-04-09 19:27:12 main:574] : INFO : Epoch 1837 | loss: 0.0311577 | val_loss: 0.0311656 | Time: 2043.09 ms [2021-04-09 19:27:14 main:574] : INFO : Epoch 1838 | loss: 0.0311576 | val_loss: 0.0311611 | Time: 2072.03 ms [2021-04-09 19:27:16 main:574] : INFO : Epoch 1839 | loss: 0.0311575 | val_loss: 0.0311641 | Time: 2007.22 ms [2021-04-09 19:27:18 main:574] : INFO : Epoch 1840 | loss: 0.0311571 | val_loss: 0.031167 | Time: 2011.96 ms [2021-04-09 19:27:20 main:574] : INFO : Epoch 1841 | loss: 0.031158 | val_loss: 0.031161 | Time: 2034.9 ms [2021-04-09 19:27:22 main:574] : INFO : Epoch 1842 | loss: 0.0311562 | val_loss: 0.0311611 | Time: 2002.58 ms [2021-04-09 19:27:24 main:574] : INFO : Epoch 1843 | loss: 0.0311577 | val_loss: 0.0311617 | Time: 2009.04 ms [2021-04-09 19:27:26 main:574] : INFO : Epoch 1844 | loss: 0.0311593 | val_loss: 0.0311627 | Time: 2056.43 ms [2021-04-09 19:27:28 main:574] : INFO : Epoch 1845 | loss: 0.0311582 | val_loss: 0.0311624 | Time: 2011.87 ms [2021-04-09 19:27:30 main:574] : INFO : Epoch 1846 | loss: 0.0311574 | val_loss: 0.0311623 | Time: 2009.13 ms [2021-04-09 19:27:32 main:574] : INFO : Epoch 1847 | loss: 0.0311557 | val_loss: 0.0311609 | Time: 2029.86 ms [2021-04-09 19:27:35 main:574] : INFO : Epoch 1848 | loss: 0.0311546 | val_loss: 0.0311612 | Time: 2014.91 ms [2021-04-09 19:27:37 main:574] : INFO : Epoch 1849 | loss: 0.031156 | val_loss: 0.0311619 | Time: 1995.26 ms [2021-04-09 19:27:39 main:574] : INFO : Epoch 1850 | loss: 0.0311541 | val_loss: 0.0311609 | Time: 2007.37 ms [2021-04-09 19:27:41 main:574] : INFO : Epoch 1851 | loss: 0.031155 | val_loss: 0.0311625 | Time: 2064.58 ms [2021-04-09 19:27:43 main:574] : INFO : Epoch 1852 | loss: 0.0311557 | val_loss: 0.0311609 | Time: 2023.23 ms [2021-04-09 19:27:45 main:574] : INFO : Epoch 1853 | loss: 0.0311553 | val_loss: 0.0311617 | Time: 2021.85 ms [2021-04-09 19:27:47 main:574] : INFO : Epoch 1854 | loss: 0.031155 | val_loss: 0.0311616 | Time: 2027.25 ms [2021-04-09 19:27:49 main:574] : INFO : Epoch 1855 | loss: 0.0311542 | val_loss: 0.0311617 | Time: 2005.97 ms [2021-04-09 19:27:51 main:574] : INFO : Epoch 1856 | loss: 0.0311548 | val_loss: 0.0311605 | Time: 2005.85 ms [2021-04-09 19:27:53 main:574] : INFO : Epoch 1857 | loss: 0.0311536 | val_loss: 0.0311603 | Time: 2041.75 ms [2021-04-09 19:27:55 main:574] : INFO : Epoch 1858 | loss: 0.0311538 | val_loss: 0.0311602 | Time: 2042.23 ms [2021-04-09 19:27:58 main:574] : INFO : Epoch 1859 | loss: 0.0311532 | val_loss: 0.0311608 | Time: 1993.66 ms [2021-04-09 19:28:00 main:574] : INFO : Epoch 1860 | loss: 0.0311558 | val_loss: 0.0311632 | Time: 2013.25 ms [2021-04-09 19:28:02 main:574] : INFO : Epoch 1861 | loss: 0.0311565 | val_loss: 0.0311622 | Time: 2058.83 ms [2021-04-09 19:28:04 main:574] : INFO : Epoch 1862 | loss: 0.0311562 | val_loss: 0.0311638 | Time: 2007.24 ms [2021-04-09 19:28:06 main:574] : INFO : Epoch 1863 | loss: 0.0311553 | val_loss: 0.0311623 | Time: 2016.92 ms [2021-04-09 19:28:08 main:574] : INFO : Epoch 1864 | loss: 0.0311555 | val_loss: 0.0311631 | Time: 2022.13 ms [2021-04-09 19:28:10 main:574] : INFO : Epoch 1865 | loss: 0.0311554 | val_loss: 0.0311652 | Time: 2027.11 ms [2021-04-09 19:28:12 main:574] : INFO : Epoch 1866 | loss: 0.0311553 | val_loss: 0.0311656 | Time: 2018.66 ms [2021-04-09 19:28:14 main:574] : INFO : Epoch 1867 | loss: 0.0311547 | val_loss: 0.0311638 | Time: 1999.84 ms [2021-04-09 19:28:16 main:574] : INFO : Epoch 1868 | loss: 0.0311546 | val_loss: 0.0311659 | Time: 2067.68 ms [2021-04-09 19:28:18 main:574] : INFO : Epoch 1869 | loss: 0.0311555 | val_loss: 0.0311629 | Time: 2016.21 ms [2021-04-09 19:28:21 main:574] : INFO : Epoch 1870 | loss: 0.0311541 | val_loss: 0.0311628 | Time: 2007.9 ms [2021-04-09 19:28:23 main:574] : INFO : Epoch 1871 | loss: 0.0311557 | val_loss: 0.0311672 | Time: 2020.56 ms [2021-04-09 19:28:25 main:574] : INFO : Epoch 1872 | loss: 0.0311566 | val_loss: 0.0311691 | Time: 2020.48 ms [2021-04-09 19:28:27 main:574] : INFO : Epoch 1873 | loss: 0.0311606 | val_loss: 0.0311637 | Time: 2014.23 ms [2021-04-09 19:28:29 main:574] : INFO : Epoch 1874 | loss: 0.0311634 | val_loss: 0.0311657 | Time: 2007.08 ms [2021-04-09 19:28:31 main:574] : INFO : Epoch 1875 | loss: 0.0311601 | val_loss: 0.0311639 | Time: 2044.27 ms [2021-04-09 19:28:33 main:574] : INFO : Epoch 1876 | loss: 0.0311602 | val_loss: 0.0311705 | Time: 2006.93 ms [2021-04-09 19:28:35 main:574] : INFO : Epoch 1877 | loss: 0.0311589 | val_loss: 0.0311656 | Time: 1991.38 ms [2021-04-09 19:28:37 main:574] : INFO : Epoch 1878 | loss: 0.0311575 | val_loss: 0.0311642 | Time: 2017.31 ms [2021-04-09 19:28:39 main:574] : INFO : Epoch 1879 | loss: 0.0311569 | val_loss: 0.0311666 | Time: 2013.52 ms [2021-04-09 19:28:41 main:574] : INFO : Epoch 1880 | loss: 0.0311581 | val_loss: 0.0311629 | Time: 2003.05 ms [2021-04-09 19:28:44 main:574] : INFO : Epoch 1881 | loss: 0.0311591 | val_loss: 0.0311648 | Time: 2010.23 ms [2021-04-09 19:28:46 main:574] : INFO : Epoch 1882 | loss: 0.0311572 | val_loss: 0.0311677 | Time: 2032.58 ms [2021-04-09 19:28:48 main:574] : INFO : Epoch 1883 | loss: 0.0311599 | val_loss: 0.0311654 | Time: 2010.97 ms [2021-04-09 19:28:50 main:574] : INFO : Epoch 1884 | loss: 0.0311563 | val_loss: 0.0311646 | Time: 2000.79 ms [2021-04-09 19:28:52 main:574] : INFO : Epoch 1885 | loss: 0.0311571 | val_loss: 0.0311677 | Time: 2027.88 ms [2021-04-09 19:28:54 main:574] : INFO : Epoch 1886 | loss: 0.0311585 | val_loss: 0.0311698 | Time: 1992.64 ms [2021-04-09 19:28:56 main:574] : INFO : Epoch 1887 | loss: 0.0311585 | val_loss: 0.0311644 | Time: 1994.9 ms [2021-04-09 19:28:58 main:574] : INFO : Epoch 1888 | loss: 0.0311583 | val_loss: 0.0311644 | Time: 2009.36 ms [2021-04-09 19:29:00 main:574] : INFO : Epoch 1889 | loss: 0.0311567 | val_loss: 0.0311644 | Time: 2034.45 ms [2021-04-09 19:29:02 main:574] : INFO : Epoch 1890 | loss: 0.0311559 | val_loss: 0.0311624 | Time: 2013.5 ms [2021-04-09 19:29:04 main:574] : INFO : Epoch 1891 | loss: 0.0311559 | val_loss: 0.0311617 | Time: 1999.04 ms [2021-04-09 19:29:06 main:574] : INFO : Epoch 1892 | loss: 0.0311555 | val_loss: 0.0311617 | Time: 2029.45 ms [2021-04-09 19:29:09 main:574] : INFO : Epoch 1893 | loss: 0.0311565 | val_loss: 0.0311632 | Time: 2027.48 ms [2021-04-09 19:29:11 main:574] : INFO : Epoch 1894 | loss: 0.0311589 | val_loss: 0.0311637 | Time: 1996.67 ms [2021-04-09 19:29:13 main:574] : INFO : Epoch 1895 | loss: 0.0311586 | val_loss: 0.0311667 | Time: 2042.88 ms [2021-04-09 19:29:15 main:574] : INFO : Epoch 1896 | loss: 0.0311592 | val_loss: 0.0311659 | Time: 2009.19 ms [2021-04-09 19:29:17 main:574] : INFO : Epoch 1897 | loss: 0.0311591 | val_loss: 0.0311668 | Time: 2047.02 ms [2021-04-09 19:29:19 main:574] : INFO : Epoch 1898 | loss: 0.0311566 | val_loss: 0.0311647 | Time: 2011.91 ms [2021-04-09 19:29:21 main:574] : INFO : Epoch 1899 | loss: 0.0311555 | val_loss: 0.0311662 | Time: 2026.48 ms [2021-04-09 19:29:23 main:574] : INFO : Epoch 1900 | loss: 0.0311559 | val_loss: 0.0311663 | Time: 2008.15 ms [2021-04-09 19:29:25 main:574] : INFO : Epoch 1901 | loss: 0.031158 | val_loss: 0.0311682 | Time: 2014.34 ms [2021-04-09 19:29:27 main:574] : INFO : Epoch 1902 | loss: 0.0311574 | val_loss: 0.0311633 | Time: 2090.78 ms [2021-04-09 19:29:30 main:574] : INFO : Epoch 1903 | loss: 0.0311575 | val_loss: 0.0311639 | Time: 2020.53 ms [2021-04-09 19:29:32 main:574] : INFO : Epoch 1904 | loss: 0.0311565 | val_loss: 0.0311688 | Time: 2009.13 ms [2021-04-09 19:29:34 main:574] : INFO : Epoch 1905 | loss: 0.0311562 | val_loss: 0.0311646 | Time: 2024.95 ms [2021-04-09 19:29:36 main:574] : INFO : Epoch 1906 | loss: 0.0311572 | val_loss: 0.0311633 | Time: 1997.94 ms [2021-04-09 19:29:38 main:574] : INFO : Epoch 1907 | loss: 0.0311567 | val_loss: 0.0311636 | Time: 2004.11 ms [2021-04-09 19:29:40 main:574] : INFO : Epoch 1908 | loss: 0.0311575 | val_loss: 0.0311665 | Time: 2028.04 ms [2021-04-09 19:29:42 main:574] : INFO : Epoch 1909 | loss: 0.0311605 | val_loss: 0.0311653 | Time: 2016.71 ms [2021-04-09 19:29:44 main:574] : INFO : Epoch 1910 | loss: 0.0311624 | val_loss: 0.0311664 | Time: 1994.37 ms [2021-04-09 19:29:46 main:574] : INFO : Epoch 1911 | loss: 0.0311589 | val_loss: 0.0311641 | Time: 1994.88 ms [2021-04-09 19:29:48 main:574] : INFO : Epoch 1912 | loss: 0.0311573 | val_loss: 0.0311633 | Time: 2048.08 ms [2021-04-09 19:29:50 main:574] : INFO : Epoch 1913 | loss: 0.0311581 | val_loss: 0.0311647 | Time: 2002.68 ms [2021-04-09 19:29:53 main:574] : INFO : Epoch 1914 | loss: 0.0311588 | val_loss: 0.0311637 | Time: 2000.53 ms [2021-04-09 19:29:55 main:574] : INFO : Epoch 1915 | loss: 0.0311584 | val_loss: 0.0311646 | Time: 2061.25 ms [2021-04-09 19:29:57 main:574] : INFO : Epoch 1916 | loss: 0.0311577 | val_loss: 0.0311627 | Time: 1992.3 ms [2021-04-09 19:29:59 main:574] : INFO : Epoch 1917 | loss: 0.0311584 | val_loss: 0.031163 | Time: 2011.62 ms [2021-04-09 19:30:01 main:574] : INFO : Epoch 1918 | loss: 0.0311601 | val_loss: 0.0311706 | Time: 2025.15 ms [2021-04-09 19:30:03 main:574] : INFO : Epoch 1919 | loss: 0.031161 | val_loss: 0.0311663 | Time: 2010.26 ms [2021-04-09 19:30:06 main:574] : INFO : Epoch 1920 | loss: 0.0311575 | val_loss: 0.0311665 | Time: 2013.53 ms [2021-04-09 19:30:08 main:574] : INFO : Epoch 1921 | loss: 0.031157 | val_loss: 0.0311643 | Time: 2010.47 ms [2021-04-09 19:30:10 main:574] : INFO : Epoch 1922 | loss: 0.0311548 | val_loss: 0.0311643 | Time: 2045.89 ms [2021-04-09 19:30:12 main:574] : INFO : Epoch 1923 | loss: 0.0311558 | val_loss: 0.0311649 | Time: 2016.89 ms [2021-04-09 19:30:14 main:574] : INFO : Epoch 1924 | loss: 0.0311565 | val_loss: 0.0311637 | Time: 1993.04 ms [2021-04-09 19:30:16 main:574] : INFO : Epoch 1925 | loss: 0.0311561 | val_loss: 0.0311649 | Time: 2038.9 ms [2021-04-09 19:30:18 main:574] : INFO : Epoch 1926 | loss: 0.0311569 | val_loss: 0.0311642 | Time: 2040.89 ms [2021-04-09 19:30:20 main:574] : INFO : Epoch 1927 | loss: 0.031155 | val_loss: 0.0311636 | Time: 2005.38 ms [2021-04-09 19:30:22 main:574] : INFO : Epoch 1928 | loss: 0.0311552 | val_loss: 0.0311641 | Time: 2020.32 ms [2021-04-09 19:30:24 main:574] : INFO : Epoch 1929 | loss: 0.0311546 | val_loss: 0.0311679 | Time: 2010.04 ms [2021-04-09 19:30:26 main:574] : INFO : Epoch 1930 | loss: 0.0311542 | val_loss: 0.0311645 | Time: 2016.03 ms [2021-04-09 19:30:29 main:574] : INFO : Epoch 1931 | loss: 0.0311545 | val_loss: 0.0311672 | Time: 1998.8 ms [2021-04-09 19:30:31 main:574] : INFO : Epoch 1932 | loss: 0.0311562 | val_loss: 0.0311639 | Time: 2042.98 ms [2021-04-09 19:30:33 main:574] : INFO : Epoch 1933 | loss: 0.0311548 | val_loss: 0.0311638 | Time: 2059.31 ms [2021-04-09 19:30:35 main:574] : INFO : Epoch 1934 | loss: 0.0311551 | val_loss: 0.031164 | Time: 2018.29 ms [2021-04-09 19:30:37 main:574] : INFO : Epoch 1935 | loss: 0.0311556 | val_loss: 0.0311711 | Time: 2025.48 ms [2021-04-09 19:30:39 main:574] : INFO : Epoch 1936 | loss: 0.0311562 | val_loss: 0.0311669 | Time: 2018.64 ms [2021-04-09 19:30:41 main:574] : INFO : Epoch 1937 | loss: 0.0311569 | val_loss: 0.031165 | Time: 1993.44 ms [2021-04-09 19:30:43 main:574] : INFO : Epoch 1938 | loss: 0.0311569 | val_loss: 0.0311676 | Time: 2010.32 ms [2021-04-09 19:30:45 main:574] : INFO : Epoch 1939 | loss: 0.0311551 | val_loss: 0.0311642 | Time: 2025.24 ms [2021-04-09 19:30:47 main:574] : INFO : Epoch 1940 | loss: 0.0311558 | val_loss: 0.0311664 | Time: 2023.08 ms [2021-04-09 19:30:49 main:574] : INFO : Epoch 1941 | loss: 0.0311586 | val_loss: 0.0311648 | Time: 2001.94 ms [2021-04-09 19:30:52 main:574] : INFO : Epoch 1942 | loss: 0.0311579 | val_loss: 0.0311665 | Time: 2039.93 ms [2021-04-09 19:30:54 main:574] : INFO : Epoch 1943 | loss: 0.0311607 | val_loss: 0.031167 | Time: 2011.22 ms [2021-04-09 19:30:56 main:574] : INFO : Epoch 1944 | loss: 0.0311542 | val_loss: 0.0311661 | Time: 2017.78 ms [2021-04-09 19:30:58 main:574] : INFO : Epoch 1945 | loss: 0.0311539 | val_loss: 0.0311636 | Time: 2052.28 ms [2021-04-09 19:31:00 main:574] : INFO : Epoch 1946 | loss: 0.0311536 | val_loss: 0.0311643 | Time: 2013.18 ms [2021-04-09 19:31:02 main:574] : INFO : Epoch 1947 | loss: 0.0311577 | val_loss: 0.0311631 | Time: 2005.24 ms [2021-04-09 19:31:04 main:574] : INFO : Epoch 1948 | loss: 0.0311565 | val_loss: 0.0311652 | Time: 2028 ms [2021-04-09 19:31:06 main:574] : INFO : Epoch 1949 | loss: 0.031155 | val_loss: 0.0311635 | Time: 2039.65 ms [2021-04-09 19:31:08 main:574] : INFO : Epoch 1950 | loss: 0.0311566 | val_loss: 0.031164 | Time: 2003.85 ms [2021-04-09 19:31:10 main:574] : INFO : Epoch 1951 | loss: 0.0311552 | val_loss: 0.0311694 | Time: 1992.51 ms [2021-04-09 19:31:12 main:574] : INFO : Epoch 1952 | loss: 0.0311557 | val_loss: 0.0311639 | Time: 2033.29 ms [2021-04-09 19:31:15 main:574] : INFO : Epoch 1953 | loss: 0.0311529 | val_loss: 0.0311639 | Time: 2026.57 ms [2021-04-09 19:31:18 main:574] : INFO : Epoch 1954 | loss: 0.0311542 | val_loss: 0.0311775 | Time: 3542.75 ms [2021-04-09 19:31:21 main:574] : INFO : Epoch 1955 | loss: 0.0311572 | val_loss: 0.0311641 | Time: 2579.2 ms [2021-04-09 19:31:24 main:574] : INFO : Epoch 1956 | loss: 0.0311529 | val_loss: 0.0311665 | Time: 2785.39 ms [2021-04-09 19:31:26 main:574] : INFO : Epoch 1957 | loss: 0.0311522 | val_loss: 0.0311648 | Time: 2343.95 ms [2021-04-09 19:31:28 main:574] : INFO : Epoch 1958 | loss: 0.0311514 | val_loss: 0.0311653 | Time: 2235.5 ms [2021-04-09 19:31:31 main:574] : INFO : Epoch 1959 | loss: 0.0311514 | val_loss: 0.0311665 | Time: 2249.52 ms [2021-04-09 19:31:34 main:574] : INFO : Epoch 1960 | loss: 0.031152 | val_loss: 0.0311656 | Time: 2253.5 ms [2021-04-09 19:31:37 main:574] : INFO : Epoch 1961 | loss: 0.0311543 | val_loss: 0.0311664 | Time: 2417.29 ms [2021-04-09 19:31:39 main:574] : INFO : Epoch 1962 | loss: 0.0311545 | val_loss: 0.0311668 | Time: 2221.58 ms [2021-04-09 19:31:41 main:574] : INFO : Epoch 1963 | loss: 0.0311539 | val_loss: 0.0311645 | Time: 2163.19 ms [2021-04-09 19:31:44 main:574] : INFO : Epoch 1964 | loss: 0.031153 | val_loss: 0.0311647 | Time: 2334.45 ms [2021-04-09 19:31:46 main:574] : INFO : Epoch 1965 | loss: 0.0311573 | val_loss: 0.0311651 | Time: 2266.16 ms [2021-04-09 19:31:48 main:574] : INFO : Epoch 1966 | loss: 0.0311558 | val_loss: 0.0311663 | Time: 2014.87 ms [2021-04-09 19:31:50 main:574] : INFO : Epoch 1967 | loss: 0.0311541 | val_loss: 0.0311652 | Time: 2083.54 ms [2021-04-09 19:31:53 main:574] : INFO : Epoch 1968 | loss: 0.0311552 | val_loss: 0.0311716 | Time: 2142.47 ms [2021-04-09 19:31:55 main:574] : INFO : Epoch 1969 | loss: 0.031156 | val_loss: 0.0311652 | Time: 2066.36 ms [2021-04-09 19:31:57 main:574] : INFO : Epoch 1970 | loss: 0.0311557 | val_loss: 0.031166 | Time: 2062.79 ms [2021-04-09 19:31:59 main:574] : INFO : Epoch 1971 | loss: 0.0311553 | val_loss: 0.0311647 | Time: 2138.92 ms [2021-04-09 19:32:01 main:574] : INFO : Epoch 1972 | loss: 0.0311567 | val_loss: 0.0311677 | Time: 2089.76 ms [2021-04-09 19:32:03 main:574] : INFO : Epoch 1973 | loss: 0.0311556 | val_loss: 0.0311643 | Time: 2062.13 ms [2021-04-09 19:32:05 main:574] : INFO : Epoch 1974 | loss: 0.0311608 | val_loss: 0.0311775 | Time: 2073.23 ms [2021-04-09 19:32:08 main:574] : INFO : Epoch 1975 | loss: 0.0311654 | val_loss: 0.0311696 | Time: 2138.1 ms [2021-04-09 19:32:10 main:574] : INFO : Epoch 1976 | loss: 0.0311625 | val_loss: 0.0311695 | Time: 2106.58 ms [2021-04-09 19:32:12 main:574] : INFO : Epoch 1977 | loss: 0.0311622 | val_loss: 0.0311656 | Time: 2056.17 ms [2021-04-09 19:32:14 main:574] : INFO : Epoch 1978 | loss: 0.0311611 | val_loss: 0.0311643 | Time: 2160.81 ms [2021-04-09 19:32:16 main:574] : INFO : Epoch 1979 | loss: 0.0311597 | val_loss: 0.0311653 | Time: 2054.28 ms [2021-04-09 19:32:18 main:574] : INFO : Epoch 1980 | loss: 0.0311604 | val_loss: 0.0311632 | Time: 2046.8 ms [2021-04-09 19:32:21 main:574] : INFO : Epoch 1981 | loss: 0.0311604 | val_loss: 0.0311648 | Time: 2082.49 ms [2021-04-09 19:32:23 main:574] : INFO : Epoch 1982 | loss: 0.0311612 | val_loss: 0.0311672 | Time: 2143.98 ms [2021-04-09 19:32:25 main:574] : INFO : Epoch 1983 | loss: 0.0311624 | val_loss: 0.0311708 | Time: 2038.1 ms [2021-04-09 19:32:27 main:574] : INFO : Epoch 1984 | loss: 0.0311648 | val_loss: 0.031166 | Time: 2054.26 ms [2021-04-09 19:32:29 main:574] : INFO : Epoch 1985 | loss: 0.0311663 | val_loss: 0.0311629 | Time: 2200.91 ms [2021-04-09 19:32:31 main:574] : INFO : Epoch 1986 | loss: 0.0311632 | val_loss: 0.0311663 | Time: 2070.1 ms [2021-04-09 19:32:34 main:574] : INFO : Epoch 1987 | loss: 0.0311643 | val_loss: 0.0311642 | Time: 2073.7 ms [2021-04-09 19:32:36 main:574] : INFO : Epoch 1988 | loss: 0.0311633 | val_loss: 0.0311619 | Time: 2171.33 ms [2021-04-09 19:32:38 main:574] : INFO : Epoch 1989 | loss: 0.0311625 | val_loss: 0.0311619 | Time: 2156.73 ms [2021-04-09 19:32:40 main:574] : INFO : Epoch 1990 | loss: 0.0311617 | val_loss: 0.0311627 | Time: 2016.54 ms [2021-04-09 19:32:42 main:574] : INFO : Epoch 1991 | loss: 0.0311613 | val_loss: 0.0311612 | Time: 2044.64 ms [2021-04-09 19:32:44 main:574] : INFO : Epoch 1992 | loss: 0.0311614 | val_loss: 0.031162 | Time: 2053.85 ms [2021-04-09 19:32:46 main:574] : INFO : Epoch 1993 | loss: 0.0311611 | val_loss: 0.031161 | Time: 2000.7 ms [2021-04-09 19:32:48 main:574] : INFO : Epoch 1994 | loss: 0.0311609 | val_loss: 0.0311601 | Time: 2015.83 ms [2021-04-09 19:32:51 main:574] : INFO : Epoch 1995 | loss: 0.0311601 | val_loss: 0.0311622 | Time: 2004.17 ms [2021-04-09 19:32:53 main:574] : INFO : Epoch 1996 | loss: 0.0311605 | val_loss: 0.0311641 | Time: 2025.59 ms [2021-04-09 19:32:55 main:574] : INFO : Epoch 1997 | loss: 0.0311608 | val_loss: 0.0311654 | Time: 1992.41 ms [2021-04-09 19:32:57 main:574] : INFO : Epoch 1998 | loss: 0.0311611 | val_loss: 0.0311599 | Time: 2017.86 ms [2021-04-09 19:32:59 main:574] : INFO : Epoch 1999 | loss: 0.0311594 | val_loss: 0.0311609 | Time: 2029.4 ms [2021-04-09 19:33:01 main:574] : INFO : Epoch 2000 | loss: 0.0311592 | val_loss: 0.0311605 | Time: 2003.19 ms [2021-04-09 19:33:03 main:574] : INFO : Epoch 2001 | loss: 0.0311598 | val_loss: 0.0311611 | Time: 1999.17 ms [2021-04-09 19:33:05 main:574] : INFO : Epoch 2002 | loss: 0.0311585 | val_loss: 0.0311612 | Time: 2051.53 ms [2021-04-09 19:33:07 main:574] : INFO : Epoch 2003 | loss: 0.0311608 | val_loss: 0.0311631 | Time: 1993.65 ms [2021-04-09 19:33:09 main:574] : INFO : Epoch 2004 | loss: 0.031162 | val_loss: 0.031163 | Time: 1997.94 ms [2021-04-09 19:33:11 main:574] : INFO : Epoch 2005 | loss: 0.0311637 | val_loss: 0.0311708 | Time: 2023.97 ms [2021-04-09 19:33:14 main:574] : INFO : Epoch 2006 | loss: 0.0311637 | val_loss: 0.0311632 | Time: 2067.86 ms [2021-04-09 19:33:16 main:574] : INFO : Epoch 2007 | loss: 0.0311633 | val_loss: 0.031163 | Time: 2011.24 ms [2021-04-09 19:33:18 main:574] : INFO : Epoch 2008 | loss: 0.0311635 | val_loss: 0.0311648 | Time: 2004.58 ms [2021-04-09 19:33:20 main:574] : INFO : Epoch 2009 | loss: 0.0311622 | val_loss: 0.0311635 | Time: 2020.47 ms [2021-04-09 19:33:22 main:574] : INFO : Epoch 2010 | loss: 0.0311615 | val_loss: 0.0311631 | Time: 2006.93 ms [2021-04-09 19:33:24 main:574] : INFO : Epoch 2011 | loss: 0.0311615 | val_loss: 0.0311656 | Time: 1993.95 ms [2021-04-09 19:33:26 main:574] : INFO : Epoch 2012 | loss: 0.0311631 | val_loss: 0.0311669 | Time: 2083.5 ms [2021-04-09 19:33:28 main:574] : INFO : Epoch 2013 | loss: 0.0311634 | val_loss: 0.0311686 | Time: 2059.64 ms [2021-04-09 19:33:30 main:574] : INFO : Epoch 2014 | loss: 0.0311667 | val_loss: 0.0311666 | Time: 2019.44 ms [2021-04-09 19:33:32 main:574] : INFO : Epoch 2015 | loss: 0.0311635 | val_loss: 0.0311662 | Time: 2001.4 ms [2021-04-09 19:33:35 main:574] : INFO : Epoch 2016 | loss: 0.0311625 | val_loss: 0.0311644 | Time: 2027.4 ms [2021-04-09 19:33:37 main:574] : INFO : Epoch 2017 | loss: 0.0311607 | val_loss: 0.0311662 | Time: 2036.9 ms [2021-04-09 19:33:39 main:574] : INFO : Epoch 2018 | loss: 0.0311614 | val_loss: 0.0311644 | Time: 2045.73 ms [2021-04-09 19:33:41 main:574] : INFO : Epoch 2019 | loss: 0.0311627 | val_loss: 0.0311644 | Time: 2078.55 ms [2021-04-09 19:33:43 main:574] : INFO : Epoch 2020 | loss: 0.0311648 | val_loss: 0.0311698 | Time: 2013.94 ms [2021-04-09 19:33:45 main:574] : INFO : Epoch 2021 | loss: 0.0311628 | val_loss: 0.0311635 | Time: 2021.22 ms [2021-04-09 19:33:47 main:574] : INFO : Epoch 2022 | loss: 0.0311624 | val_loss: 0.0311659 | Time: 2024.07 ms [2021-04-09 19:33:49 main:574] : INFO : Epoch 2023 | loss: 0.0311621 | val_loss: 0.0311656 | Time: 2012.93 ms [2021-04-09 19:33:51 main:574] : INFO : Epoch 2024 | loss: 0.0311612 | val_loss: 0.0311648 | Time: 2006.04 ms [2021-04-09 19:33:53 main:574] : INFO : Epoch 2025 | loss: 0.031161 | val_loss: 0.0311642 | Time: 2010.48 ms [2021-04-09 19:33:56 main:574] : INFO : Epoch 2026 | loss: 0.0311605 | val_loss: 0.0311638 | Time: 2035.22 ms [2021-04-09 19:33:58 main:574] : INFO : Epoch 2027 | loss: 0.0311613 | val_loss: 0.0311659 | Time: 1993.89 ms [2021-04-09 19:34:00 main:574] : INFO : Epoch 2028 | loss: 0.0311614 | val_loss: 0.0311632 | Time: 2017.98 ms [2021-04-09 19:34:02 main:574] : INFO : Epoch 2029 | loss: 0.0311601 | val_loss: 0.0311637 | Time: 2029.16 ms [2021-04-09 19:34:04 main:574] : INFO : Epoch 2030 | loss: 0.0311597 | val_loss: 0.0311638 | Time: 2042.51 ms [2021-04-09 19:34:06 main:574] : INFO : Epoch 2031 | loss: 0.0311611 | val_loss: 0.0311631 | Time: 1995.88 ms [2021-04-09 19:34:08 main:574] : INFO : Epoch 2032 | loss: 0.0311599 | val_loss: 0.0311656 | Time: 2012.82 ms [2021-04-09 19:34:10 main:574] : INFO : Epoch 2033 | loss: 0.0311609 | val_loss: 0.0311639 | Time: 2025.12 ms [2021-04-09 19:34:12 main:574] : INFO : Epoch 2034 | loss: 0.0311612 | val_loss: 0.031168 | Time: 1997.9 ms [2021-04-09 19:34:14 main:574] : INFO : Epoch 2035 | loss: 0.031163 | val_loss: 0.0311636 | Time: 2036.81 ms [2021-04-09 19:34:16 main:574] : INFO : Epoch 2036 | loss: 0.0311626 | val_loss: 0.0311652 | Time: 2049.97 ms [2021-04-09 19:34:18 main:574] : INFO : Epoch 2037 | loss: 0.0311625 | val_loss: 0.0311633 | Time: 2009.24 ms [2021-04-09 19:34:21 main:574] : INFO : Epoch 2038 | loss: 0.0311626 | val_loss: 0.0311624 | Time: 2003.43 ms [2021-04-09 19:34:23 main:574] : INFO : Epoch 2039 | loss: 0.0311613 | val_loss: 0.0311619 | Time: 2022.07 ms [2021-04-09 19:34:25 main:574] : INFO : Epoch 2040 | loss: 0.0311615 | val_loss: 0.0311645 | Time: 2021.27 ms [2021-04-09 19:34:27 main:574] : INFO : Epoch 2041 | loss: 0.0311614 | val_loss: 0.0311618 | Time: 1987.84 ms [2021-04-09 19:34:29 main:574] : INFO : Epoch 2042 | loss: 0.0311608 | val_loss: 0.0311614 | Time: 1983.78 ms [2021-04-09 19:34:31 main:574] : INFO : Epoch 2043 | loss: 0.0311614 | val_loss: 0.0311677 | Time: 2052.33 ms [2021-04-09 19:34:33 main:574] : INFO : Epoch 2044 | loss: 0.0311611 | val_loss: 0.0311616 | Time: 2008.4 ms [2021-04-09 19:34:35 main:574] : INFO : Epoch 2045 | loss: 0.0311648 | val_loss: 0.0311646 | Time: 2032.68 ms [2021-04-09 19:34:37 main:574] : INFO : Epoch 2046 | loss: 0.0311614 | val_loss: 0.031162 | Time: 2020.45 ms [2021-04-09 19:34:39 main:574] : INFO : Epoch 2047 | loss: 0.031161 | val_loss: 0.0311642 | Time: 2041.93 ms [2021-04-09 19:34:41 main:574] : INFO : Epoch 2048 | loss: 0.0311602 | val_loss: 0.0311636 | Time: 1995.52 ms [2021-04-09 19:34:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311636 [2021-04-09 19:34:42 main:603] : INFO : Saving end state to config to file [2021-04-09 19:34:42 main:608] : INFO : Success, exiting.. 19:34:42 (2724): 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)