Task 5163729
| Name | ParityModified-1619235702-21102-3_0 |
| Workunit | 3102221 |
| Created | 7 May 2021, 18:11:03 UTC |
| Sent | 17 May 2021, 15:57:41 UTC |
| Report deadline | 24 May 2021, 15:57:41 UTC |
| Received | 18 May 2021, 14:16:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9697 |
| Run time | 1 hours 11 min 44 sec |
| CPU time | 1 hours 8 min 33 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 | 1.63 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>
main:574] : INFO : Epoch 1542 | loss: 0.0311761 | val_loss: 0.0311761 | Time: 2006.31 ms
[2021-05-18 16:44:20 main:574] : INFO : Epoch 1543 | loss: 0.031179 | val_loss: 0.0311812 | Time: 1998.12 ms
[2021-05-18 16:44:22 main:574] : INFO : Epoch 1544 | loss: 0.0311799 | val_loss: 0.0311767 | Time: 1990.92 ms
[2021-05-18 16:44:25 main:574] : INFO : Epoch 1545 | loss: 0.0311782 | val_loss: 0.031177 | Time: 1987.29 ms
[2021-05-18 16:44:27 main:574] : INFO : Epoch 1546 | loss: 0.031175 | val_loss: 0.0311772 | Time: 2005.39 ms
[2021-05-18 16:44:29 main:574] : INFO : Epoch 1547 | loss: 0.0311744 | val_loss: 0.0311754 | Time: 1999.3 ms
[2021-05-18 16:44:31 main:574] : INFO : Epoch 1548 | loss: 0.0311738 | val_loss: 0.0311773 | Time: 2005.44 ms
[2021-05-18 16:44:33 main:574] : INFO : Epoch 1549 | loss: 0.0311746 | val_loss: 0.0311764 | Time: 2018.9 ms
[2021-05-18 16:44:35 main:574] : INFO : Epoch 1550 | loss: 0.0311752 | val_loss: 0.0311775 | Time: 1996.73 ms
[2021-05-18 16:44:37 main:574] : INFO : Epoch 1551 | loss: 0.0311744 | val_loss: 0.0311757 | Time: 2005.08 ms
[2021-05-18 16:44:39 main:574] : INFO : Epoch 1552 | loss: 0.031177 | val_loss: 0.0311793 | Time: 2025.14 ms
[2021-05-18 16:44:41 main:574] : INFO : Epoch 1553 | loss: 0.0311773 | val_loss: 0.0311777 | Time: 2009.84 ms
[2021-05-18 16:44:43 main:574] : INFO : Epoch 1554 | loss: 0.0311765 | val_loss: 0.0311798 | Time: 2021.21 ms
[2021-05-18 16:44:45 main:574] : INFO : Epoch 1555 | loss: 0.0311776 | val_loss: 0.0311824 | Time: 2010.27 ms
[2021-05-18 16:44:47 main:574] : INFO : Epoch 1556 | loss: 0.0311777 | val_loss: 0.0311766 | Time: 2027.04 ms
[2021-05-18 16:44:49 main:574] : INFO : Epoch 1557 | loss: 0.0311754 | val_loss: 0.0311788 | Time: 2009.42 ms
[2021-05-18 16:44:52 main:574] : INFO : Epoch 1558 | loss: 0.0311753 | val_loss: 0.0311815 | Time: 2001.96 ms
[2021-05-18 16:44:54 main:574] : INFO : Epoch 1559 | loss: 0.0311735 | val_loss: 0.0311762 | Time: 2006.1 ms
[2021-05-18 16:44:56 main:574] : INFO : Epoch 1560 | loss: 0.0311735 | val_loss: 0.0311791 | Time: 2015.98 ms
[2021-05-18 16:44:58 main:574] : INFO : Epoch 1561 | loss: 0.0311743 | val_loss: 0.0311764 | Time: 2006.48 ms
[2021-05-18 16:45:00 main:574] : INFO : Epoch 1562 | loss: 0.0311737 | val_loss: 0.0311775 | Time: 2006.3 ms
[2021-05-18 16:45:02 main:574] : INFO : Epoch 1563 | loss: 0.0311748 | val_loss: 0.0311832 | Time: 2002.67 ms
[2021-05-18 16:45:04 main:574] : INFO : Epoch 1564 | loss: 0.0311739 | val_loss: 0.0311771 | Time: 2021.99 ms
[2021-05-18 16:45:06 main:574] : INFO : Epoch 1565 | loss: 0.031172 | val_loss: 0.031176 | Time: 2001.84 ms
[2021-05-18 16:45:08 main:574] : INFO : Epoch 1566 | loss: 0.0311733 | val_loss: 0.0311905 | Time: 2005 ms
[2021-05-18 16:45:10 main:574] : INFO : Epoch 1567 | loss: 0.0311775 | val_loss: 0.0311771 | Time: 2014.56 ms
[2021-05-18 16:45:12 main:574] : INFO : Epoch 1568 | loss: 0.0311733 | val_loss: 0.0311757 | Time: 2000.07 ms
[2021-05-18 16:45:14 main:574] : INFO : Epoch 1569 | loss: 0.0311716 | val_loss: 0.0311753 | Time: 2011.99 ms
[2021-05-18 16:45:16 main:574] : INFO : Epoch 1570 | loss: 0.0311713 | val_loss: 0.0311743 | Time: 2015.99 ms
[2021-05-18 16:45:19 main:574] : INFO : Epoch 1571 | loss: 0.0311727 | val_loss: 0.0311794 | Time: 2002.44 ms
[2021-05-18 16:45:21 main:574] : INFO : Epoch 1572 | loss: 0.0311779 | val_loss: 0.0311806 | Time: 2025.15 ms
[2021-05-18 16:45:23 main:574] : INFO : Epoch 1573 | loss: 0.0311735 | val_loss: 0.0311877 | Time: 2014.15 ms
[2021-05-18 16:45:25 main:574] : INFO : Epoch 1574 | loss: 0.0311759 | val_loss: 0.031174 | Time: 1993.38 ms
[2021-05-18 16:45:27 main:574] : INFO : Epoch 1575 | loss: 0.0311721 | val_loss: 0.0311742 | Time: 2026.47 ms
[2021-05-18 16:45:29 main:574] : INFO : Epoch 1576 | loss: 0.0311732 | val_loss: 0.0311763 | Time: 2018.69 ms
[2021-05-18 16:45:31 main:574] : INFO : Epoch 1577 | loss: 0.0311707 | val_loss: 0.0311754 | Time: 1999.23 ms
[2021-05-18 16:45:33 main:574] : INFO : Epoch 1578 | loss: 0.0311709 | val_loss: 0.0311729 | Time: 2006.12 ms
[2021-05-18 16:45:35 main:574] : INFO : Epoch 1579 | loss: 0.0311712 | val_loss: 0.031173 | Time: 2000.81 ms
[2021-05-18 16:45:37 main:574] : INFO : Epoch 1580 | loss: 0.0311704 | val_loss: 0.031173 | Time: 2005.33 ms
[2021-05-18 16:45:39 main:574] : INFO : Epoch 1581 | loss: 0.0311713 | val_loss: 0.0311744 | Time: 1996.92 ms
[2021-05-18 16:45:42 main:574] : INFO : Epoch 1582 | loss: 0.0311738 | val_loss: 0.0311754 | Time: 2028.33 ms
[2021-05-18 16:45:44 main:574] : INFO : Epoch 1583 | loss: 0.0311753 | val_loss: 0.0311756 | Time: 2017.35 ms
[2021-05-18 16:45:46 main:574] : INFO : Epoch 1584 | loss: 0.0311737 | val_loss: 0.0311755 | Time: 2004.45 ms
[2021-05-18 16:45:48 main:574] : INFO : Epoch 1585 | loss: 0.0311752 | val_loss: 0.0311723 | Time: 2003.46 ms
[2021-05-18 16:45:50 main:574] : INFO : Epoch 1586 | loss: 0.0311727 | val_loss: 0.0311734 | Time: 2004.05 ms
[2021-05-18 16:45:52 main:574] : INFO : Epoch 1587 | loss: 0.0311726 | val_loss: 0.0311755 | Time: 2018.77 ms
[2021-05-18 16:45:54 main:574] : INFO : Epoch 1588 | loss: 0.0311719 | val_loss: 0.0311759 | Time: 2026.11 ms
[2021-05-18 16:45:56 main:574] : INFO : Epoch 1589 | loss: 0.0311779 | val_loss: 0.0311791 | Time: 2010.52 ms
[2021-05-18 16:45:58 main:574] : INFO : Epoch 1590 | loss: 0.0311714 | val_loss: 0.0311715 | Time: 2001.28 ms
[2021-05-18 16:46:00 main:574] : INFO : Epoch 1591 | loss: 0.0311733 | val_loss: 0.0311742 | Time: 2006.05 ms
[2021-05-18 16:46:02 main:574] : INFO : Epoch 1592 | loss: 0.031174 | val_loss: 0.0311763 | Time: 2207.65 ms
[2021-05-18 16:46:04 main:574] : INFO : Epoch 1593 | loss: 0.0311709 | val_loss: 0.0311745 | Time: 2022.81 ms
[2021-05-18 16:46:07 main:574] : INFO : Epoch 1594 | loss: 0.0311719 | val_loss: 0.0311755 | Time: 2011.33 ms
[2021-05-18 16:46:09 main:574] : INFO : Epoch 1595 | loss: 0.0311717 | val_loss: 0.0311739 | Time: 1992.93 ms
[2021-05-18 16:46:11 main:574] : INFO : Epoch 1596 | loss: 0.0311697 | val_loss: 0.0311713 | Time: 1994.92 ms
[2021-05-18 16:46:13 main:574] : INFO : Epoch 1597 | loss: 0.0311691 | val_loss: 0.031172 | Time: 2007.31 ms
[2021-05-18 16:46:15 main:574] : INFO : Epoch 1598 | loss: 0.0311689 | val_loss: 0.0311717 | Time: 2013.4 ms
[2021-05-18 16:46:17 main:574] : INFO : Epoch 1599 | loss: 0.0311711 | val_loss: 0.0311772 | Time: 2009.62 ms
[2021-05-18 16:46:19 main:574] : INFO : Epoch 1600 | loss: 0.0311715 | val_loss: 0.0311707 | Time: 2016.49 ms
[2021-05-18 16:46:21 main:574] : INFO : Epoch 1601 | loss: 0.031169 | val_loss: 0.0311747 | Time: 1999.26 ms
[2021-05-18 16:46:23 main:574] : INFO : Epoch 1602 | loss: 0.0311687 | val_loss: 0.0311689 | Time: 2011.45 ms
[2021-05-18 16:46:25 main:574] : INFO : Epoch 1603 | loss: 0.031168 | val_loss: 0.0311756 | Time: 2000.18 ms
[2021-05-18 16:46:27 main:574] : INFO : Epoch 1604 | loss: 0.0311742 | val_loss: 0.0311742 | Time: 2004.53 ms
[2021-05-18 16:46:29 main:574] : INFO : Epoch 1605 | loss: 0.0311737 | val_loss: 0.031179 | Time: 1999.18 ms
[2021-05-18 16:46:31 main:574] : INFO : Epoch 1606 | loss: 0.0311735 | val_loss: 0.0311718 | Time: 2017.47 ms
[2021-05-18 16:46:34 main:574] : INFO : Epoch 1607 | loss: 0.03117 | val_loss: 0.031173 | Time: 2015.9 ms
[2021-05-18 16:46:36 main:574] : INFO : Epoch 1608 | loss: 0.0311693 | val_loss: 0.0311715 | Time: 2020.16 ms
[2021-05-18 16:46:38 main:574] : INFO : Epoch 1609 | loss: 0.0311701 | val_loss: 0.0311708 | Time: 2022.16 ms
[2021-05-18 16:46:40 main:574] : INFO : Epoch 1610 | loss: 0.0311682 | val_loss: 0.0311695 | Time: 2011.89 ms
[2021-05-18 16:46:42 main:574] : INFO : Epoch 1611 | loss: 0.0311681 | val_loss: 0.0311696 | Time: 2019.02 ms
[2021-05-18 16:46:44 main:574] : INFO : Epoch 1612 | loss: 0.0311679 | val_loss: 0.0311706 | Time: 2029.17 ms
[2021-05-18 16:46:46 main:574] : INFO : Epoch 1613 | loss: 0.0311679 | val_loss: 0.0311684 | Time: 1991.31 ms
[2021-05-18 16:46:48 main:574] : INFO : Epoch 1614 | loss: 0.0311671 | val_loss: 0.0311688 | Time: 2004.79 ms
[2021-05-18 16:46:50 main:574] : INFO : Epoch 1615 | loss: 0.0311681 | val_loss: 0.0311733 | Time: 2004.71 ms
[2021-05-18 16:46:52 main:574] : INFO : Epoch 1616 | loss: 0.0311693 | val_loss: 0.0311725 | Time: 2010.44 ms
[2021-05-18 16:46:54 main:574] : INFO : Epoch 1617 | loss: 0.0311676 | val_loss: 0.0311698 | Time: 2049.24 ms
[2021-05-18 16:46:56 main:574] : INFO : Epoch 1618 | loss: 0.0311693 | val_loss: 0.0311709 | Time: 2014.43 ms
[2021-05-18 16:46:59 main:574] : INFO : Epoch 1619 | loss: 0.0311687 | val_loss: 0.0311869 | Time: 2022.27 ms
[2021-05-18 16:47:01 main:574] : INFO : Epoch 1620 | loss: 0.0311737 | val_loss: 0.0311734 | Time: 1991.03 ms
[2021-05-18 16:47:03 main:574] : INFO : Epoch 1621 | loss: 0.0311683 | val_loss: 0.0311711 | Time: 2033.02 ms
[2021-05-18 16:47:05 main:574] : INFO : Epoch 1622 | loss: 0.031167 | val_loss: 0.0311722 | Time: 2004 ms
[2021-05-18 16:47:07 main:574] : INFO : Epoch 1623 | loss: 0.0311703 | val_loss: 0.0311768 | Time: 2012.87 ms
[2021-05-18 16:47:09 main:574] : INFO : Epoch 1624 | loss: 0.031168 | val_loss: 0.0311702 | Time: 1999.48 ms
[2021-05-18 16:47:11 main:574] : INFO : Epoch 1625 | loss: 0.0311673 | val_loss: 0.0311702 | Time: 2001.19 ms
[2021-05-18 16:47:13 main:574] : INFO : Epoch 1626 | loss: 0.0311653 | val_loss: 0.0311705 | Time: 2003.09 ms
[2021-05-18 16:47:15 main:574] : INFO : Epoch 1627 | loss: 0.0311686 | val_loss: 0.0311733 | Time: 2018.79 ms
[2021-05-18 16:47:17 main:574] : INFO : Epoch 1628 | loss: 0.031171 | val_loss: 0.0311795 | Time: 2027.3 ms
[2021-05-18 16:47:19 main:574] : INFO : Epoch 1629 | loss: 0.0311788 | val_loss: 0.0311751 | Time: 1998.02 ms
[2021-05-18 16:47:21 main:574] : INFO : Epoch 1630 | loss: 0.0311744 | val_loss: 0.0311716 | Time: 2014.68 ms
[2021-05-18 16:47:23 main:574] : INFO : Epoch 1631 | loss: 0.031174 | val_loss: 0.0311764 | Time: 2003.64 ms
[2021-05-18 16:47:26 main:574] : INFO : Epoch 1632 | loss: 0.031172 | val_loss: 0.0311731 | Time: 2005.63 ms
[2021-05-18 16:47:28 main:574] : INFO : Epoch 1633 | loss: 0.0311708 | val_loss: 0.0311707 | Time: 2001.9 ms
[2021-05-18 16:47:30 main:574] : INFO : Epoch 1634 | loss: 0.0311707 | val_loss: 0.0311758 | Time: 2016.72 ms
[2021-05-18 16:47:32 main:574] : INFO : Epoch 1635 | loss: 0.0311678 | val_loss: 0.031173 | Time: 2011.43 ms
[2021-05-18 16:47:34 main:574] : INFO : Epoch 1636 | loss: 0.0311663 | val_loss: 0.0311709 | Time: 2026.13 ms
[2021-05-18 16:47:36 main:574] : INFO : Epoch 1637 | loss: 0.0311655 | val_loss: 0.0311705 | Time: 2003.33 ms
[2021-05-18 16:47:38 main:574] : INFO : Epoch 1638 | loss: 0.0311659 | val_loss: 0.0311728 | Time: 2031.4 ms
[2021-05-18 16:47:40 main:574] : INFO : Epoch 1639 | loss: 0.0311682 | val_loss: 0.0311699 | Time: 2005.2 ms
[2021-05-18 16:47:42 main:574] : INFO : Epoch 1640 | loss: 0.0311657 | val_loss: 0.0311703 | Time: 1980.35 ms
[2021-05-18 16:47:44 main:574] : INFO : Epoch 1641 | loss: 0.0311657 | val_loss: 0.0311692 | Time: 2013.92 ms
[2021-05-18 16:47:46 main:574] : INFO : Epoch 1642 | loss: 0.031165 | val_loss: 0.0311688 | Time: 2028.43 ms
[2021-05-18 16:47:48 main:574] : INFO : Epoch 1643 | loss: 0.0311654 | val_loss: 0.031173 | Time: 2025.79 ms
[2021-05-18 16:47:50 main:574] : INFO : Epoch 1644 | loss: 0.0311654 | val_loss: 0.0311668 | Time: 2015.16 ms
[2021-05-18 16:47:53 main:574] : INFO : Epoch 1645 | loss: 0.0311643 | val_loss: 0.0311674 | Time: 2042.9 ms
[2021-05-18 16:47:55 main:574] : INFO : Epoch 1646 | loss: 0.0311642 | val_loss: 0.0311681 | Time: 2008.71 ms
[2021-05-18 16:47:57 main:574] : INFO : Epoch 1647 | loss: 0.0311648 | val_loss: 0.0311667 | Time: 2002.54 ms
[2021-05-18 16:47:59 main:574] : INFO : Epoch 1648 | loss: 0.0311639 | val_loss: 0.0311678 | Time: 1990.21 ms
[2021-05-18 16:48:01 main:574] : INFO : Epoch 1649 | loss: 0.0311647 | val_loss: 0.0311733 | Time: 2003.78 ms
[2021-05-18 16:48:03 main:574] : INFO : Epoch 1650 | loss: 0.0311647 | val_loss: 0.031165 | Time: 2002.64 ms
[2021-05-18 16:48:05 main:574] : INFO : Epoch 1651 | loss: 0.0311661 | val_loss: 0.0311661 | Time: 2004.1 ms
[2021-05-18 16:48:07 main:574] : INFO : Epoch 1652 | loss: 0.0311653 | val_loss: 0.0311666 | Time: 1998.83 ms
[2021-05-18 16:48:09 main:574] : INFO : Epoch 1653 | loss: 0.0311631 | val_loss: 0.0311662 | Time: 2002.13 ms
[2021-05-18 16:48:11 main:574] : INFO : Epoch 1654 | loss: 0.0311641 | val_loss: 0.0311665 | Time: 2004.22 ms
[2021-05-18 16:48:13 main:574] : INFO : Epoch 1655 | loss: 0.031164 | val_loss: 0.0311656 | Time: 2014.83 ms
[2021-05-18 16:48:15 main:574] : INFO : Epoch 1656 | loss: 0.0311632 | val_loss: 0.0311665 | Time: 2023.48 ms
[2021-05-18 16:48:18 main:574] : INFO : Epoch 1657 | loss: 0.031163 | val_loss: 0.0311713 | Time: 2038.76 ms
[2021-05-18 16:48:20 main:574] : INFO : Epoch 1658 | loss: 0.0311658 | val_loss: 0.0311698 | Time: 2001.24 ms
[2021-05-18 16:48:22 main:574] : INFO : Epoch 1659 | loss: 0.03117 | val_loss: 0.0312015 | Time: 1999.81 ms
[2021-05-18 16:48:24 main:574] : INFO : Epoch 1660 | loss: 0.0311776 | val_loss: 0.0311772 | Time: 2005.86 ms
[2021-05-18 16:48:26 main:574] : INFO : Epoch 1661 | loss: 0.0311661 | val_loss: 0.0311659 | Time: 2015.1 ms
[2021-05-18 16:48:28 main:574] : INFO : Epoch 1662 | loss: 0.0311625 | val_loss: 0.0311647 | Time: 2013.29 ms
[2021-05-18 16:48:30 main:574] : INFO : Epoch 1663 | loss: 0.0311638 | val_loss: 0.0311667 | Time: 2038.29 ms
[2021-05-18 16:48:32 main:574] : INFO : Epoch 1664 | loss: 0.0311649 | val_loss: 0.0311668 | Time: 1999.54 ms
[2021-05-18 16:48:34 main:574] : INFO : Epoch 1665 | loss: 0.0311621 | val_loss: 0.0311646 | Time: 2014.41 ms
[2021-05-18 16:48:36 main:574] : INFO : Epoch 1666 | loss: 0.0311633 | val_loss: 0.0311733 | Time: 1999.19 ms
[2021-05-18 16:48:38 main:574] : INFO : Epoch 1667 | loss: 0.0311638 | val_loss: 0.0311652 | Time: 2003.07 ms
[2021-05-18 16:48:40 main:574] : INFO : Epoch 1668 | loss: 0.0311625 | val_loss: 0.0311663 | Time: 1991.95 ms
[2021-05-18 16:48:42 main:574] : INFO : Epoch 1669 | loss: 0.0311629 | val_loss: 0.031165 | Time: 2017.4 ms
[2021-05-18 16:48:45 main:574] : INFO : Epoch 1670 | loss: 0.0311619 | val_loss: 0.0311703 | Time: 2014.88 ms
[2021-05-18 16:48:47 main:574] : INFO : Epoch 1671 | loss: 0.0311627 | val_loss: 0.0311657 | Time: 2010.33 ms
[2021-05-18 16:48:49 main:574] : INFO : Epoch 1672 | loss: 0.0311624 | val_loss: 0.0311655 | Time: 2004.95 ms
[2021-05-18 16:48:51 main:574] : INFO : Epoch 1673 | loss: 0.0311628 | val_loss: 0.0311668 | Time: 1997.4 ms
[2021-05-18 16:48:53 main:574] : INFO : Epoch 1674 | loss: 0.0311605 | val_loss: 0.0311649 | Time: 2009.93 ms
[2021-05-18 16:48:55 main:574] : INFO : Epoch 1675 | loss: 0.0311603 | val_loss: 0.0311663 | Time: 2007.49 ms
[2021-05-18 16:48:57 main:574] : INFO : Epoch 1676 | loss: 0.0311604 | val_loss: 0.0311676 | Time: 2005.11 ms
[2021-05-18 16:48:59 main:574] : INFO : Epoch 1677 | loss: 0.0311622 | val_loss: 0.0311667 | Time: 1991.28 ms
[2021-05-18 16:49:01 main:574] : INFO : Epoch 1678 | loss: 0.0311617 | val_loss: 0.0311656 | Time: 2007 ms
[2021-05-18 16:49:03 main:574] : INFO : Epoch 1679 | loss: 0.0311645 | val_loss: 0.0311737 | Time: 2019.04 ms
[2021-05-18 16:49:05 main:574] : INFO : Epoch 1680 | loss: 0.0311667 | val_loss: 0.0311668 | Time: 2041.9 ms
[2021-05-18 16:49:07 main:574] : INFO : Epoch 1681 | loss: 0.0311611 | val_loss: 0.0311642 | Time: 2015.03 ms
[2021-05-18 16:49:10 main:574] : INFO : Epoch 1682 | loss: 0.0311601 | val_loss: 0.0311664 | Time: 2017.93 ms
[2021-05-18 16:49:12 main:574] : INFO : Epoch 1683 | loss: 0.031161 | val_loss: 0.031166 | Time: 2014.05 ms
[2021-05-18 16:49:14 main:574] : INFO : Epoch 1684 | loss: 0.0311623 | val_loss: 0.031169 | Time: 2006.68 ms
[2021-05-18 16:49:16 main:574] : INFO : Epoch 1685 | loss: 0.0311638 | val_loss: 0.0311678 | Time: 1992.43 ms
[2021-05-18 16:49:18 main:574] : INFO : Epoch 1686 | loss: 0.0311617 | val_loss: 0.0311647 | Time: 1996.08 ms
[2021-05-18 16:49:20 main:574] : INFO : Epoch 1687 | loss: 0.0311616 | val_loss: 0.0311659 | Time: 2011.53 ms
[2021-05-18 16:49:22 main:574] : INFO : Epoch 1688 | loss: 0.0311601 | val_loss: 0.0311666 | Time: 2005.01 ms
[2021-05-18 16:49:24 main:574] : INFO : Epoch 1689 | loss: 0.031162 | val_loss: 0.0311657 | Time: 2026.21 ms
[2021-05-18 16:49:26 main:574] : INFO : Epoch 1690 | loss: 0.0311618 | val_loss: 0.0311668 | Time: 2003.52 ms
[2021-05-18 16:49:28 main:574] : INFO : Epoch 1691 | loss: 0.0311609 | val_loss: 0.0311658 | Time: 1993.42 ms
[2021-05-18 16:49:30 main:574] : INFO : Epoch 1692 | loss: 0.0311609 | val_loss: 0.0311654 | Time: 1991.16 ms
[2021-05-18 16:49:32 main:574] : INFO : Epoch 1693 | loss: 0.0311617 | val_loss: 0.0311641 | Time: 2019.33 ms
[2021-05-18 16:49:34 main:574] : INFO : Epoch 1694 | loss: 0.0311591 | val_loss: 0.0311635 | Time: 2008.86 ms
[2021-05-18 16:49:36 main:574] : INFO : Epoch 1695 | loss: 0.0311593 | val_loss: 0.0311656 | Time: 2003.18 ms
[2021-05-18 16:49:39 main:574] : INFO : Epoch 1696 | loss: 0.0311624 | val_loss: 0.0311714 | Time: 2030.11 ms
[2021-05-18 16:49:41 main:574] : INFO : Epoch 1697 | loss: 0.0311615 | val_loss: 0.0311656 | Time: 2023.14 ms
[2021-05-18 16:49:43 main:574] : INFO : Epoch 1698 | loss: 0.0311598 | val_loss: 0.0311642 | Time: 2031.08 ms
[2021-05-18 16:49:45 main:574] : INFO : Epoch 1699 | loss: 0.0311602 | val_loss: 0.0311658 | Time: 1997.6 ms
[2021-05-18 16:49:47 main:574] : INFO : Epoch 1700 | loss: 0.0311615 | val_loss: 0.0311653 | Time: 2032.51 ms
[2021-05-18 16:49:49 main:574] : INFO : Epoch 1701 | loss: 0.0311584 | val_loss: 0.0311634 | Time: 1999.99 ms
[2021-05-18 16:49:51 main:574] : INFO : Epoch 1702 | loss: 0.0311576 | val_loss: 0.0311632 | Time: 2013 ms
[2021-05-18 16:49:53 main:574] : INFO : Epoch 1703 | loss: 0.0311614 | val_loss: 0.0311654 | Time: 2013.47 ms
[2021-05-18 16:49:55 main:574] : INFO : Epoch 1704 | loss: 0.031164 | val_loss: 0.031167 | Time: 2020.84 ms
[2021-05-18 16:49:58 main:574] : INFO : Epoch 1705 | loss: 0.0311691 | val_loss: 0.0311858 | Time: 1987.39 ms
[2021-05-18 16:50:00 main:574] : INFO : Epoch 1706 | loss: 0.0311815 | val_loss: 0.0311856 | Time: 2023.6 ms
[2021-05-18 16:50:02 main:574] : INFO : Epoch 1707 | loss: 0.0311794 | val_loss: 0.0311819 | Time: 2021.3 ms
[2021-05-18 16:50:04 main:574] : INFO : Epoch 1708 | loss: 0.0311753 | val_loss: 0.0311755 | Time: 2007.39 ms
[2021-05-18 16:50:06 main:574] : INFO : Epoch 1709 | loss: 0.0311724 | val_loss: 0.0311776 | Time: 2005.93 ms
[2021-05-18 16:50:08 main:574] : INFO : Epoch 1710 | loss: 0.0311704 | val_loss: 0.0311708 | Time: 2009.5 ms
[2021-05-18 16:50:10 main:574] : INFO : Epoch 1711 | loss: 0.0311669 | val_loss: 0.0311683 | Time: 2006.59 ms
[2021-05-18 16:50:12 main:574] : INFO : Epoch 1712 | loss: 0.0311664 | val_loss: 0.0311719 | Time: 2035.74 ms
[2021-05-18 16:50:14 main:574] : INFO : Epoch 1713 | loss: 0.0311667 | val_loss: 0.0311694 | Time: 1990.35 ms
[2021-05-18 16:50:16 main:574] : INFO : Epoch 1714 | loss: 0.0311666 | val_loss: 0.0311692 | Time: 2003.32 ms
[2021-05-18 16:50:18 main:574] : INFO : Epoch 1715 | loss: 0.0311655 | val_loss: 0.0311693 | Time: 2007.88 ms
[2021-05-18 16:50:20 main:574] : INFO : Epoch 1716 | loss: 0.0311654 | val_loss: 0.0311692 | Time: 2020.1 ms
[2021-05-18 16:50:22 main:574] : INFO : Epoch 1717 | loss: 0.031164 | val_loss: 0.0311719 | Time: 2032.62 ms
[2021-05-18 16:50:25 main:574] : INFO : Epoch 1718 | loss: 0.0311654 | val_loss: 0.0311715 | Time: 1995.45 ms
[2021-05-18 16:50:27 main:574] : INFO : Epoch 1719 | loss: 0.0311671 | val_loss: 0.0311687 | Time: 2016.03 ms
[2021-05-18 16:50:29 main:574] : INFO : Epoch 1720 | loss: 0.0311644 | val_loss: 0.0311691 | Time: 1991.01 ms
[2021-05-18 16:50:31 main:574] : INFO : Epoch 1721 | loss: 0.0311666 | val_loss: 0.0311692 | Time: 2005.87 ms
[2021-05-18 16:50:33 main:574] : INFO : Epoch 1722 | loss: 0.0311633 | val_loss: 0.0311676 | Time: 2166.5 ms
[2021-05-18 16:50:35 main:574] : INFO : Epoch 1723 | loss: 0.0311617 | val_loss: 0.0311672 | Time: 2018.07 ms
[2021-05-18 16:50:37 main:574] : INFO : Epoch 1724 | loss: 0.0311618 | val_loss: 0.0311704 | Time: 2037.51 ms
[2021-05-18 16:50:39 main:574] : INFO : Epoch 1725 | loss: 0.0311612 | val_loss: 0.0311666 | Time: 2001.44 ms
[2021-05-18 16:50:41 main:574] : INFO : Epoch 1726 | loss: 0.0311608 | val_loss: 0.0311668 | Time: 2006.23 ms
[2021-05-18 16:50:43 main:574] : INFO : Epoch 1727 | loss: 0.0311599 | val_loss: 0.0311669 | Time: 2005.75 ms
[2021-05-18 16:50:46 main:574] : INFO : Epoch 1728 | loss: 0.0311611 | val_loss: 0.0311665 | Time: 2030.05 ms
[2021-05-18 16:50:48 main:574] : INFO : Epoch 1729 | loss: 0.0311603 | val_loss: 0.0311694 | Time: 2007.68 ms
[2021-05-18 16:50:50 main:574] : INFO : Epoch 1730 | loss: 0.0311605 | val_loss: 0.0311686 | Time: 1991.12 ms
[2021-05-18 16:50:52 main:574] : INFO : Epoch 1731 | loss: 0.0311622 | val_loss: 0.0311651 | Time: 2010.97 ms
[2021-05-18 16:50:54 main:574] : INFO : Epoch 1732 | loss: 0.0311625 | val_loss: 0.0311678 | Time: 2014.38 ms
[2021-05-18 16:50:56 main:574] : INFO : Epoch 1733 | loss: 0.0311619 | val_loss: 0.0311724 | Time: 1995.4 ms
[2021-05-18 16:50:58 main:574] : INFO : Epoch 1734 | loss: 0.0311632 | val_loss: 0.0311669 | Time: 1996.45 ms
[2021-05-18 16:51:00 main:574] : INFO : Epoch 1735 | loss: 0.0311606 | val_loss: 0.0311641 | Time: 2014.32 ms
[2021-05-18 16:51:02 main:574] : INFO : Epoch 1736 | loss: 0.0311607 | val_loss: 0.0311651 | Time: 2043.21 ms
[2021-05-18 16:51:04 main:574] : INFO : Epoch 1737 | loss: 0.031161 | val_loss: 0.0311639 | Time: 2012.41 ms
[2021-05-18 16:51:06 main:574] : INFO : Epoch 1738 | loss: 0.0311603 | val_loss: 0.0311651 | Time: 2020.16 ms
[2021-05-18 16:51:08 main:574] : INFO : Epoch 1739 | loss: 0.0311611 | val_loss: 0.0311714 | Time: 2016.99 ms
[2021-05-18 16:51:10 main:574] : INFO : Epoch 1740 | loss: 0.0311648 | val_loss: 0.0311748 | Time: 2029.33 ms
[2021-05-18 16:51:12 main:574] : INFO : Epoch 1741 | loss: 0.0311732 | val_loss: 0.0311769 | Time: 1998.02 ms
[2021-05-18 16:51:15 main:574] : INFO : Epoch 1742 | loss: 0.0311712 | val_loss: 0.031173 | Time: 2012.77 ms
[2021-05-18 16:51:17 main:574] : INFO : Epoch 1743 | loss: 0.0311693 | val_loss: 0.031174 | Time: 1992.33 ms
[2021-05-18 16:51:19 main:574] : INFO : Epoch 1744 | loss: 0.0311656 | val_loss: 0.0311663 | Time: 1999.87 ms
[2021-05-18 16:51:21 main:574] : INFO : Epoch 1745 | loss: 0.031164 | val_loss: 0.0311701 | Time: 2002.36 ms
[2021-05-18 16:51:23 main:574] : INFO : Epoch 1746 | loss: 0.0311631 | val_loss: 0.0311662 | Time: 2027.38 ms
[2021-05-18 16:51:25 main:574] : INFO : Epoch 1747 | loss: 0.0311638 | val_loss: 0.031167 | Time: 2002.55 ms
[2021-05-18 16:51:27 main:574] : INFO : Epoch 1748 | loss: 0.0311619 | val_loss: 0.0311706 | Time: 1991.75 ms
[2021-05-18 16:51:29 main:574] : INFO : Epoch 1749 | loss: 0.0311635 | val_loss: 0.031174 | Time: 2003.77 ms
[2021-05-18 16:51:31 main:574] : INFO : Epoch 1750 | loss: 0.0311664 | val_loss: 0.0311684 | Time: 2005.6 ms
[2021-05-18 16:51:33 main:574] : INFO : Epoch 1751 | loss: 0.0311624 | val_loss: 0.0311666 | Time: 1988.28 ms
[2021-05-18 16:51:35 main:574] : INFO : Epoch 1752 | loss: 0.031162 | val_loss: 0.0311714 | Time: 2014.39 ms
[2021-05-18 16:51:37 main:574] : INFO : Epoch 1753 | loss: 0.0311616 | val_loss: 0.031166 | Time: 2010.48 ms
[2021-05-18 16:51:40 main:574] : INFO : Epoch 1754 | loss: 0.0311593 | val_loss: 0.0311651 | Time: 2003.71 ms
[2021-05-18 16:51:42 main:574] : INFO : Epoch 1755 | loss: 0.0311587 | val_loss: 0.0311659 | Time: 1986.19 ms
[2021-05-18 16:51:44 main:574] : INFO : Epoch 1756 | loss: 0.0311599 | val_loss: 0.0311656 | Time: 1999.01 ms
[2021-05-18 16:51:46 main:574] : INFO : Epoch 1757 | loss: 0.0311611 | val_loss: 0.0311656 | Time: 2022.55 ms
[2021-05-18 16:51:48 main:574] : INFO : Epoch 1758 | loss: 0.0311596 | val_loss: 0.0311659 | Time: 2023.08 ms
[2021-05-18 16:51:50 main:574] : INFO : Epoch 1759 | loss: 0.031159 | val_loss: 0.0311655 | Time: 1996.8 ms
[2021-05-18 16:51:52 main:574] : INFO : Epoch 1760 | loss: 0.0311602 | val_loss: 0.0311683 | Time: 1988.55 ms
[2021-05-18 16:51:54 main:574] : INFO : Epoch 1761 | loss: 0.0311593 | val_loss: 0.0311639 | Time: 2005.64 ms
[2021-05-18 16:51:56 main:574] : INFO : Epoch 1762 | loss: 0.0311591 | val_loss: 0.0311672 | Time: 2006.76 ms
[2021-05-18 16:51:58 main:574] : INFO : Epoch 1763 | loss: 0.0311606 | val_loss: 0.031166 | Time: 2020.48 ms
[2021-05-18 16:52:00 main:574] : INFO : Epoch 1764 | loss: 0.0311593 | val_loss: 0.031166 | Time: 2021.07 ms
[2021-05-18 16:52:02 main:574] : INFO : Epoch 1765 | loss: 0.0311614 | val_loss: 0.0311669 | Time: 2012.68 ms
[2021-05-18 16:52:04 main:574] : INFO : Epoch 1766 | loss: 0.0311627 | val_loss: 0.0311647 | Time: 2010.15 ms
[2021-05-18 16:52:07 main:574] : INFO : Epoch 1767 | loss: 0.0311605 | val_loss: 0.0311659 | Time: 2017.55 ms
[2021-05-18 16:52:09 main:574] : INFO : Epoch 1768 | loss: 0.0311599 | val_loss: 0.0311644 | Time: 2014.24 ms
[2021-05-18 16:52:11 main:574] : INFO : Epoch 1769 | loss: 0.0311598 | val_loss: 0.0311633 | Time: 1997.51 ms
[2021-05-18 16:52:13 main:574] : INFO : Epoch 1770 | loss: 0.0311607 | val_loss: 0.0311671 | Time: 1997.46 ms
[2021-05-18 16:52:15 main:574] : INFO : Epoch 1771 | loss: 0.031162 | val_loss: 0.0311649 | Time: 2011.66 ms
[2021-05-18 16:52:17 main:574] : INFO : Epoch 1772 | loss: 0.0311598 | val_loss: 0.0311638 | Time: 2005.7 ms
[2021-05-18 16:52:19 main:574] : INFO : Epoch 1773 | loss: 0.0311618 | val_loss: 0.031165 | Time: 2007.58 ms
[2021-05-18 16:52:21 main:574] : INFO : Epoch 1774 | loss: 0.0311586 | val_loss: 0.0311637 | Time: 2000.27 ms
[2021-05-18 16:52:23 main:574] : INFO : Epoch 1775 | loss: 0.0311605 | val_loss: 0.0311657 | Time: 2017.66 ms
[2021-05-18 16:52:25 main:574] : INFO : Epoch 1776 | loss: 0.0311622 | val_loss: 0.0311662 | Time: 2001.96 ms
[2021-05-18 16:52:27 main:574] : INFO : Epoch 1777 | loss: 0.0311586 | val_loss: 0.0311632 | Time: 1995.72 ms
[2021-05-18 16:52:29 main:574] : INFO : Epoch 1778 | loss: 0.0311571 | val_loss: 0.0311656 | Time: 1993.14 ms
[2021-05-18 16:52:31 main:574] : INFO : Epoch 1779 | loss: 0.0311568 | val_loss: 0.0311628 | Time: 2004.22 ms
[2021-05-18 16:52:33 main:574] : INFO : Epoch 1780 | loss: 0.0311571 | val_loss: 0.0311653 | Time: 2027.87 ms
[2021-05-18 16:52:36 main:574] : INFO : Epoch 1781 | loss: 0.031159 | val_loss: 0.0311648 | Time: 1998.72 ms
[2021-05-18 16:52:38 main:574] : INFO : Epoch 1782 | loss: 0.0311598 | val_loss: 0.031171 | Time: 2016.36 ms
[2021-05-18 16:52:40 main:574] : INFO : Epoch 1783 | loss: 0.0311644 | val_loss: 0.031171 | Time: 2009.6 ms
[2021-05-18 16:52:42 main:574] : INFO : Epoch 1784 | loss: 0.031162 | val_loss: 0.0311707 | Time: 2007.37 ms
[2021-05-18 16:52:44 main:574] : INFO : Epoch 1785 | loss: 0.0311628 | val_loss: 0.0311646 | Time: 2005.66 ms
[2021-05-18 16:52:46 main:574] : INFO : Epoch 1786 | loss: 0.0311608 | val_loss: 0.0311629 | Time: 2024.46 ms
[2021-05-18 16:52:48 main:574] : INFO : Epoch 1787 | loss: 0.0311596 | val_loss: 0.031163 | Time: 2006.24 ms
[2021-05-18 16:52:50 main:574] : INFO : Epoch 1788 | loss: 0.0311588 | val_loss: 0.0311625 | Time: 2008.85 ms
[2021-05-18 16:52:52 main:574] : INFO : Epoch 1789 | loss: 0.0311584 | val_loss: 0.0311612 | Time: 2024.51 ms
[2021-05-18 16:52:54 main:574] : INFO : Epoch 1790 | loss: 0.0311593 | val_loss: 0.0311663 | Time: 1988.62 ms
[2021-05-18 16:52:56 main:574] : INFO : Epoch 1791 | loss: 0.0311586 | val_loss: 0.031165 | Time: 2016.07 ms
[2021-05-18 16:52:58 main:574] : INFO : Epoch 1792 | loss: 0.0311579 | val_loss: 0.0311611 | Time: 2020.58 ms
[2021-05-18 16:53:01 main:574] : INFO : Epoch 1793 | loss: 0.0311574 | val_loss: 0.0311613 | Time: 2015.67 ms
[2021-05-18 16:53:03 main:574] : INFO : Epoch 1794 | loss: 0.0311631 | val_loss: 0.0311676 | Time: 2014.42 ms
[2021-05-18 16:53:05 main:574] : INFO : Epoch 1795 | loss: 0.0311648 | val_loss: 0.0311649 | Time: 1994.15 ms
[2021-05-18 16:53:07 main:574] : INFO : Epoch 1796 | loss: 0.0311618 | val_loss: 0.0311666 | Time: 1993.76 ms
[2021-05-18 16:53:09 main:574] : INFO : Epoch 1797 | loss: 0.0311648 | val_loss: 0.0311648 | Time: 1986.31 ms
[2021-05-18 16:53:11 main:574] : INFO : Epoch 1798 | loss: 0.0311634 | val_loss: 0.031166 | Time: 1999.87 ms
[2021-05-18 16:53:13 main:574] : INFO : Epoch 1799 | loss: 0.0311612 | val_loss: 0.0311645 | Time: 2003.18 ms
[2021-05-18 16:53:15 main:574] : INFO : Epoch 1800 | loss: 0.0311614 | val_loss: 0.0311647 | Time: 1996.34 ms
[2021-05-18 16:53:17 main:574] : INFO : Epoch 1801 | loss: 0.0311581 | val_loss: 0.0311679 | Time: 2006.15 ms
[2021-05-18 16:53:19 main:574] : INFO : Epoch 1802 | loss: 0.0311582 | val_loss: 0.0311639 | Time: 2021.43 ms
[2021-05-18 16:53:21 main:574] : INFO : Epoch 1803 | loss: 0.0311581 | val_loss: 0.031164 | Time: 1997.23 ms
[2021-05-18 16:53:23 main:574] : INFO : Epoch 1804 | loss: 0.0311587 | val_loss: 0.0311691 | Time: 1993.76 ms
[2021-05-18 16:53:25 main:574] : INFO : Epoch 1805 | loss: 0.0311603 | val_loss: 0.0311659 | Time: 1993.8 ms
[2021-05-18 16:53:27 main:574] : INFO : Epoch 1806 | loss: 0.0311576 | val_loss: 0.0311646 | Time: 1995.37 ms
[2021-05-18 16:53:29 main:574] : INFO : Epoch 1807 | loss: 0.0311582 | val_loss: 0.0311674 | Time: 2006.98 ms
[2021-05-18 16:53:31 main:574] : INFO : Epoch 1808 | loss: 0.03116 | val_loss: 0.0311623 | Time: 1997.36 ms
[2021-05-18 16:53:33 main:574] : INFO : Epoch 1809 | loss: 0.0311571 | val_loss: 0.0311626 | Time: 2008.82 ms
[2021-05-18 16:53:36 main:574] : INFO : Epoch 1810 | loss: 0.0311573 | val_loss: 0.0311638 | Time: 1985.79 ms
[2021-05-18 16:53:38 main:574] : INFO : Epoch 1811 | loss: 0.0311586 | val_loss: 0.0311687 | Time: 2019.32 ms
[2021-05-18 16:53:40 main:574] : INFO : Epoch 1812 | loss: 0.0311596 | val_loss: 0.0311637 | Time: 2027.53 ms
[2021-05-18 16:53:42 main:574] : INFO : Epoch 1813 | loss: 0.0311581 | val_loss: 0.0311771 | Time: 2006.16 ms
[2021-05-18 16:53:44 main:574] : INFO : Epoch 1814 | loss: 0.0311616 | val_loss: 0.0311645 | Time: 1999.7 ms
[2021-05-18 16:53:46 main:574] : INFO : Epoch 1815 | loss: 0.0311573 | val_loss: 0.0311629 | Time: 2003.04 ms
[2021-05-18 16:53:48 main:574] : INFO : Epoch 1816 | loss: 0.0311563 | val_loss: 0.0311665 | Time: 2028.38 ms
[2021-05-18 16:53:50 main:574] : INFO : Epoch 1817 | loss: 0.0311609 | val_loss: 0.0311669 | Time: 2006.81 ms
[2021-05-18 16:53:52 main:574] : INFO : Epoch 1818 | loss: 0.031163 | val_loss: 0.0311668 | Time: 1993.66 ms
[2021-05-18 16:53:54 main:574] : INFO : Epoch 1819 | loss: 0.0311594 | val_loss: 0.0311668 | Time: 2003.08 ms
[2021-05-18 16:53:56 main:574] : INFO : Epoch 1820 | loss: 0.0311584 | val_loss: 0.0311653 | Time: 1996.72 ms
[2021-05-18 16:53:58 main:574] : INFO : Epoch 1821 | loss: 0.0311606 | val_loss: 0.0311666 | Time: 2002.12 ms
[2021-05-18 16:54:00 main:574] : INFO : Epoch 1822 | loss: 0.0311608 | val_loss: 0.0311664 | Time: 1995.93 ms
[2021-05-18 16:54:02 main:574] : INFO : Epoch 1823 | loss: 0.0311586 | val_loss: 0.0311639 | Time: 1989.63 ms
[2021-05-18 16:54:05 main:574] : INFO : Epoch 1824 | loss: 0.0311562 | val_loss: 0.0311637 | Time: 2012.07 ms
[2021-05-18 16:54:07 main:574] : INFO : Epoch 1825 | loss: 0.0311554 | val_loss: 0.031165 | Time: 2012.04 ms
[2021-05-18 16:54:09 main:574] : INFO : Epoch 1826 | loss: 0.0311555 | val_loss: 0.0311627 | Time: 2023.68 ms
[2021-05-18 16:54:11 main:574] : INFO : Epoch 1827 | loss: 0.0311579 | val_loss: 0.0311645 | Time: 2015.07 ms
[2021-05-18 16:54:13 main:574] : INFO : Epoch 1828 | loss: 0.031156 | val_loss: 0.0311627 | Time: 2018.95 ms
[2021-05-18 16:54:15 main:574] : INFO : Epoch 1829 | loss: 0.0311555 | val_loss: 0.0311636 | Time: 1994.86 ms
[2021-05-18 16:54:17 main:574] : INFO : Epoch 1830 | loss: 0.0311566 | val_loss: 0.031163 | Time: 1989.94 ms
[2021-05-18 16:54:19 main:574] : INFO : Epoch 1831 | loss: 0.0311552 | val_loss: 0.0311638 | Time: 2002.84 ms
[2021-05-18 16:54:21 main:574] : INFO : Epoch 1832 | loss: 0.031156 | val_loss: 0.0311633 | Time: 1994.62 ms
[2021-05-18 16:54:23 main:574] : INFO : Epoch 1833 | loss: 0.0311558 | val_loss: 0.0311647 | Time: 2017.52 ms
[2021-05-18 16:54:25 main:574] : INFO : Epoch 1834 | loss: 0.0311551 | val_loss: 0.0311658 | Time: 2012.72 ms
[2021-05-18 16:54:27 main:574] : INFO : Epoch 1835 | loss: 0.0311561 | val_loss: 0.0311626 | Time: 1988.8 ms
[2021-05-18 16:54:29 main:574] : INFO : Epoch 1836 | loss: 0.0311558 | val_loss: 0.0311631 | Time: 2007.68 ms
[2021-05-18 16:54:32 main:574] : INFO : Epoch 1837 | loss: 0.0311553 | val_loss: 0.0311623 | Time: 1994.02 ms
[2021-05-18 16:54:34 main:574] : INFO : Epoch 1838 | loss: 0.0311562 | val_loss: 0.0311625 | Time: 2044.51 ms
[2021-05-18 16:54:36 main:574] : INFO : Epoch 1839 | loss: 0.0311554 | val_loss: 0.0311645 | Time: 2008.35 ms
[2021-05-18 16:54:38 main:574] : INFO : Epoch 1840 | loss: 0.0311542 | val_loss: 0.0311623 | Time: 2002.59 ms
[2021-05-18 16:54:40 main:574] : INFO : Epoch 1841 | loss: 0.031155 | val_loss: 0.0311625 | Time: 2023.51 ms
[2021-05-18 16:54:42 main:574] : INFO : Epoch 1842 | loss: 0.0311555 | val_loss: 0.0311636 | Time: 2019.78 ms
[2021-05-18 16:54:44 main:574] : INFO : Epoch 1843 | loss: 0.0311545 | val_loss: 0.031163 | Time: 2012.21 ms
[2021-05-18 16:54:46 main:574] : INFO : Epoch 1844 | loss: 0.0311563 | val_loss: 0.0311726 | Time: 2007.68 ms
[2021-05-18 16:54:48 main:574] : INFO : Epoch 1845 | loss: 0.0311573 | val_loss: 0.0311627 | Time: 2026.78 ms
[2021-05-18 16:54:50 main:574] : INFO : Epoch 1846 | loss: 0.0311552 | val_loss: 0.0311636 | Time: 2005.61 ms
[2021-05-18 16:54:53 main:574] : INFO : Epoch 1847 | loss: 0.0311541 | val_loss: 0.0311636 | Time: 2022.72 ms
[2021-05-18 16:54:55 main:574] : INFO : Epoch 1848 | loss: 0.031154 | val_loss: 0.0311627 | Time: 2003.75 ms
[2021-05-18 16:54:57 main:574] : INFO : Epoch 1849 | loss: 0.0311553 | val_loss: 0.0311639 | Time: 2003.72 ms
[2021-05-18 16:54:59 main:574] : INFO : Epoch 1850 | loss: 0.0311559 | val_loss: 0.0311677 | Time: 2000.54 ms
[2021-05-18 16:55:01 main:574] : INFO : Epoch 1851 | loss: 0.0311566 | val_loss: 0.0311639 | Time: 2011.04 ms
[2021-05-18 16:55:03 main:574] : INFO : Epoch 1852 | loss: 0.0311549 | val_loss: 0.0311624 | Time: 2430.79 ms
[2021-05-18 16:55:05 main:574] : INFO : Epoch 1853 | loss: 0.031154 | val_loss: 0.0311631 | Time: 2030.15 ms
[2021-05-18 16:55:07 main:574] : INFO : Epoch 1854 | loss: 0.031156 | val_loss: 0.0311667 | Time: 2014.98 ms
[2021-05-18 16:55:10 main:574] : INFO : Epoch 1855 | loss: 0.0311554 | val_loss: 0.0311634 | Time: 2011.07 ms
[2021-05-18 16:55:12 main:574] : INFO : Epoch 1856 | loss: 0.0311554 | val_loss: 0.0311628 | Time: 2010.48 ms
[2021-05-18 16:55:14 main:574] : INFO : Epoch 1857 | loss: 0.0311554 | val_loss: 0.0311638 | Time: 2024.2 ms
[2021-05-18 16:55:16 main:574] : INFO : Epoch 1858 | loss: 0.0311563 | val_loss: 0.0311649 | Time: 2063.31 ms
[2021-05-18 16:55:18 main:574] : INFO : Epoch 1859 | loss: 0.0311569 | val_loss: 0.0311649 | Time: 2001.9 ms
[2021-05-18 16:55:20 main:574] : INFO : Epoch 1860 | loss: 0.031156 | val_loss: 0.0311631 | Time: 2001.44 ms
[2021-05-18 16:55:22 main:574] : INFO : Epoch 1861 | loss: 0.0311542 | val_loss: 0.0311629 | Time: 2005.05 ms
[2021-05-18 16:55:24 main:574] : INFO : Epoch 1862 | loss: 0.0311533 | val_loss: 0.0311673 | Time: 2006.25 ms
[2021-05-18 16:55:26 main:574] : INFO : Epoch 1863 | loss: 0.0311551 | val_loss: 0.0311627 | Time: 2010.43 ms
[2021-05-18 16:55:28 main:574] : INFO : Epoch 1864 | loss: 0.0311561 | val_loss: 0.0311717 | Time: 2007.35 ms
[2021-05-18 16:55:30 main:574] : INFO : Epoch 1865 | loss: 0.0311566 | val_loss: 0.0311659 | Time: 2042.05 ms
[2021-05-18 16:55:32 main:574] : INFO : Epoch 1866 | loss: 0.0311595 | val_loss: 0.0311699 | Time: 2020 ms
[2021-05-18 16:55:35 main:574] : INFO : Epoch 1867 | loss: 0.0311562 | val_loss: 0.0311645 | Time: 2006.78 ms
[2021-05-18 16:55:37 main:574] : INFO : Epoch 1868 | loss: 0.0311557 | val_loss: 0.0311677 | Time: 2029.93 ms
[2021-05-18 16:55:39 main:574] : INFO : Epoch 1869 | loss: 0.0311557 | val_loss: 0.0311651 | Time: 2007.64 ms
[2021-05-18 16:55:41 main:574] : INFO : Epoch 1870 | loss: 0.0311538 | val_loss: 0.0311639 | Time: 1994.98 ms
[2021-05-18 16:55:43 main:574] : INFO : Epoch 1871 | loss: 0.0311573 | val_loss: 0.0311687 | Time: 2002.04 ms
[2021-05-18 16:55:45 main:574] : INFO : Epoch 1872 | loss: 0.0311602 | val_loss: 0.031164 | Time: 2007.23 ms
[2021-05-18 16:55:47 main:574] : INFO : Epoch 1873 | loss: 0.0311555 | val_loss: 0.0311632 | Time: 2027.99 ms
[2021-05-18 16:55:49 main:574] : INFO : Epoch 1874 | loss: 0.0311567 | val_loss: 0.0311705 | Time: 2009.62 ms
[2021-05-18 16:55:51 main:574] : INFO : Epoch 1875 | loss: 0.0311591 | val_loss: 0.0311671 | Time: 2003.87 ms
[2021-05-18 16:55:53 main:574] : INFO : Epoch 1876 | loss: 0.0311569 | val_loss: 0.0311649 | Time: 2002.2 ms
[2021-05-18 16:55:55 main:574] : INFO : Epoch 1877 | loss: 0.031156 | val_loss: 0.0311631 | Time: 2020.03 ms
[2021-05-18 16:55:57 main:574] : INFO : Epoch 1878 | loss: 0.0311581 | val_loss: 0.0311651 | Time: 1988.09 ms
[2021-05-18 16:55:59 main:574] : INFO : Epoch 1879 | loss: 0.0311608 | val_loss: 0.0311684 | Time: 2006.26 ms
[2021-05-18 16:56:02 main:574] : INFO : Epoch 1880 | loss: 0.0311617 | val_loss: 0.0311764 | Time: 2005.22 ms
[2021-05-18 16:56:04 main:574] : INFO : Epoch 1881 | loss: 0.0311618 | val_loss: 0.0311667 | Time: 2016.44 ms
[2021-05-18 16:56:06 main:574] : INFO : Epoch 1882 | loss: 0.0311594 | val_loss: 0.0311679 | Time: 2025.84 ms
[2021-05-18 16:56:08 main:574] : INFO : Epoch 1883 | loss: 0.0311575 | val_loss: 0.0311674 | Time: 2022.11 ms
[2021-05-18 16:56:10 main:574] : INFO : Epoch 1884 | loss: 0.0311617 | val_loss: 0.0311817 | Time: 1998.15 ms
[2021-05-18 16:56:12 main:574] : INFO : Epoch 1885 | loss: 0.0311584 | val_loss: 0.0311651 | Time: 2031.38 ms
[2021-05-18 16:56:14 main:574] : INFO : Epoch 1886 | loss: 0.0311558 | val_loss: 0.0311647 | Time: 2018.01 ms
[2021-05-18 16:56:16 main:574] : INFO : Epoch 1887 | loss: 0.0311565 | val_loss: 0.0311662 | Time: 1996.7 ms
[2021-05-18 16:56:18 main:574] : INFO : Epoch 1888 | loss: 0.031159 | val_loss: 0.0311679 | Time: 1991.73 ms
[2021-05-18 16:56:20 main:574] : INFO : Epoch 1889 | loss: 0.0311574 | val_loss: 0.0311638 | Time: 2011.98 ms
[2021-05-18 16:56:22 main:574] : INFO : Epoch 1890 | loss: 0.0311547 | val_loss: 0.0311632 | Time: 2004.48 ms
[2021-05-18 16:56:24 main:574] : INFO : Epoch 1891 | loss: 0.0311549 | val_loss: 0.0311649 | Time: 2018.15 ms
[2021-05-18 16:56:26 main:574] : INFO : Epoch 1892 | loss: 0.0311539 | val_loss: 0.0311658 | Time: 2006.42 ms
[2021-05-18 16:56:29 main:574] : INFO : Epoch 1893 | loss: 0.0311539 | val_loss: 0.0311665 | Time: 2011.54 ms
[2021-05-18 16:56:31 main:574] : INFO : Epoch 1894 | loss: 0.0311548 | val_loss: 0.0311732 | Time: 2007.18 ms
[2021-05-18 16:56:33 main:574] : INFO : Epoch 1895 | loss: 0.0311566 | val_loss: 0.0311658 | Time: 2029.83 ms
[2021-05-18 16:56:35 main:574] : INFO : Epoch 1896 | loss: 0.0311547 | val_loss: 0.0311646 | Time: 2001.14 ms
[2021-05-18 16:56:37 main:574] : INFO : Epoch 1897 | loss: 0.0311542 | val_loss: 0.0311666 | Time: 2010.34 ms
[2021-05-18 16:56:39 main:574] : INFO : Epoch 1898 | loss: 0.0311565 | val_loss: 0.0311657 | Time: 2021.8 ms
[2021-05-18 16:56:41 main:574] : INFO : Epoch 1899 | loss: 0.0311554 | val_loss: 0.0311644 | Time: 2003 ms
[2021-05-18 16:56:43 main:574] : INFO : Epoch 1900 | loss: 0.0311538 | val_loss: 0.031165 | Time: 2016.98 ms
[2021-05-18 16:56:45 main:574] : INFO : Epoch 1901 | loss: 0.0311542 | val_loss: 0.0311669 | Time: 2024.91 ms
[2021-05-18 16:56:47 main:574] : INFO : Epoch 1902 | loss: 0.0311542 | val_loss: 0.0311641 | Time: 2015.51 ms
[2021-05-18 16:56:49 main:574] : INFO : Epoch 1903 | loss: 0.0311541 | val_loss: 0.0311654 | Time: 1997.26 ms
[2021-05-18 16:56:51 main:574] : INFO : Epoch 1904 | loss: 0.0311534 | val_loss: 0.0311662 | Time: 2001.07 ms
[2021-05-18 16:56:54 main:574] : INFO : Epoch 1905 | loss: 0.0311538 | val_loss: 0.0311658 | Time: 1993.41 ms
[2021-05-18 16:56:56 main:574] : INFO : Epoch 1906 | loss: 0.031155 | val_loss: 0.0311637 | Time: 1989.51 ms
[2021-05-18 16:56:58 main:574] : INFO : Epoch 1907 | loss: 0.0311536 | val_loss: 0.0311676 | Time: 2009.59 ms
[2021-05-18 16:57:00 main:574] : INFO : Epoch 1908 | loss: 0.0311526 | val_loss: 0.0311641 | Time: 2002.44 ms
[2021-05-18 16:57:02 main:574] : INFO : Epoch 1909 | loss: 0.0311527 | val_loss: 0.031165 | Time: 2011.91 ms
[2021-05-18 16:57:04 main:574] : INFO : Epoch 1910 | loss: 0.0311563 | val_loss: 0.0311646 | Time: 2021.91 ms
[2021-05-18 16:57:06 main:574] : INFO : Epoch 1911 | loss: 0.0311557 | val_loss: 0.0311653 | Time: 2019.22 ms
[2021-05-18 16:57:08 main:574] : INFO : Epoch 1912 | loss: 0.0311618 | val_loss: 0.0311674 | Time: 2000.54 ms
[2021-05-18 16:57:10 main:574] : INFO : Epoch 1913 | loss: 0.0311629 | val_loss: 0.0311674 | Time: 2006.94 ms
[2021-05-18 16:57:12 main:574] : INFO : Epoch 1914 | loss: 0.0311643 | val_loss: 0.0311634 | Time: 1991.91 ms
[2021-05-18 16:57:14 main:574] : INFO : Epoch 1915 | loss: 0.0311612 | val_loss: 0.0311622 | Time: 2007.1 ms
[2021-05-18 16:57:16 main:574] : INFO : Epoch 1916 | loss: 0.031162 | val_loss: 0.031163 | Time: 2007.9 ms
[2021-05-18 16:57:18 main:574] : INFO : Epoch 1917 | loss: 0.0311611 | val_loss: 0.0311626 | Time: 1992.34 ms
[2021-05-18 16:57:21 main:574] : INFO : Epoch 1918 | loss: 0.0311596 | val_loss: 0.0311661 | Time: 2014.58 ms
[2021-05-18 16:57:23 main:574] : INFO : Epoch 1919 | loss: 0.0311636 | val_loss: 0.0311727 | Time: 1999.77 ms
[2021-05-18 16:57:25 main:574] : INFO : Epoch 1920 | loss: 0.0311641 | val_loss: 0.0311678 | Time: 2000.79 ms
[2021-05-18 16:57:27 main:574] : INFO : Epoch 1921 | loss: 0.0311601 | val_loss: 0.0311637 | Time: 2014.05 ms
[2021-05-18 16:57:29 main:574] : INFO : Epoch 1922 | loss: 0.0311581 | val_loss: 0.0311623 | Time: 2004.49 ms
[2021-05-18 16:57:31 main:574] : INFO : Epoch 1923 | loss: 0.031159 | val_loss: 0.031162 | Time: 2004.74 ms
[2021-05-18 16:57:33 main:574] : INFO : Epoch 1924 | loss: 0.0311578 | val_loss: 0.0311644 | Time: 2004.33 ms
[2021-05-18 16:57:35 main:574] : INFO : Epoch 1925 | loss: 0.0311573 | val_loss: 0.0311663 | Time: 2023.12 ms
[2021-05-18 16:57:37 main:574] : INFO : Epoch 1926 | loss: 0.0311584 | val_loss: 0.0311691 | Time: 2016.03 ms
[2021-05-18 16:57:39 main:574] : INFO : Epoch 1927 | loss: 0.031159 | val_loss: 0.0311687 | Time: 2012.43 ms
[2021-05-18 16:57:41 main:574] : INFO : Epoch 1928 | loss: 0.0311544 | val_loss: 0.0311641 | Time: 2022.22 ms
[2021-05-18 16:57:43 main:574] : INFO : Epoch 1929 | loss: 0.0311548 | val_loss: 0.0311628 | Time: 2017.69 ms
[2021-05-18 16:57:46 main:574] : INFO : Epoch 1930 | loss: 0.0311543 | val_loss: 0.0311649 | Time: 2020.53 ms
[2021-05-18 16:57:48 main:574] : INFO : Epoch 1931 | loss: 0.0311559 | val_loss: 0.0311648 | Time: 2046.44 ms
[2021-05-18 16:57:50 main:574] : INFO : Epoch 1932 | loss: 0.0311557 | val_loss: 0.0311694 | Time: 2011.96 ms
[2021-05-18 16:57:52 main:574] : INFO : Epoch 1933 | loss: 0.0311555 | val_loss: 0.0311626 | Time: 1987.45 ms
[2021-05-18 16:57:54 main:574] : INFO : Epoch 1934 | loss: 0.0311545 | val_loss: 0.0311627 | Time: 2006.38 ms
[2021-05-18 16:57:56 main:574] : INFO : Epoch 1935 | loss: 0.0311543 | val_loss: 0.0311699 | Time: 1997.15 ms
[2021-05-18 16:57:58 main:574] : INFO : Epoch 1936 | loss: 0.0311566 | val_loss: 0.0311667 | Time: 2009.76 ms
[2021-05-18 16:58:00 main:574] : INFO : Epoch 1937 | loss: 0.0311544 | val_loss: 0.0311662 | Time: 2022.33 ms
[2021-05-18 16:58:02 main:574] : INFO : Epoch 1938 | loss: 0.0311546 | val_loss: 0.0311637 | Time: 1997.18 ms
[2021-05-18 16:58:04 main:574] : INFO : Epoch 1939 | loss: 0.0311535 | val_loss: 0.0311664 | Time: 2000.71 ms
[2021-05-18 16:58:06 main:574] : INFO : Epoch 1940 | loss: 0.0311545 | val_loss: 0.0311681 | Time: 2020.68 ms
[2021-05-18 16:58:08 main:574] : INFO : Epoch 1941 | loss: 0.0311558 | val_loss: 0.0311664 | Time: 2017.37 ms
[2021-05-18 16:58:10 main:574] : INFO : Epoch 1942 | loss: 0.0311546 | val_loss: 0.0311687 | Time: 2009.17 ms
[2021-05-18 16:58:13 main:574] : INFO : Epoch 1943 | loss: 0.0311532 | val_loss: 0.0311657 | Time: 2009.49 ms
[2021-05-18 16:58:15 main:574] : INFO : Epoch 1944 | loss: 0.0311526 | val_loss: 0.0311652 | Time: 2010.86 ms
[2021-05-18 16:58:17 main:574] : INFO : Epoch 1945 | loss: 0.031153 | val_loss: 0.0311658 | Time: 1989.49 ms
[2021-05-18 16:58:19 main:574] : INFO : Epoch 1946 | loss: 0.031153 | val_loss: 0.0311632 | Time: 2010.72 ms
[2021-05-18 16:58:21 main:574] : INFO : Epoch 1947 | loss: 0.0311546 | val_loss: 0.0311648 | Time: 1991.07 ms
[2021-05-18 16:58:23 main:574] : INFO : Epoch 1948 | loss: 0.0311543 | val_loss: 0.0311708 | Time: 2012.58 ms
[2021-05-18 16:58:25 main:574] : INFO : Epoch 1949 | loss: 0.0311561 | val_loss: 0.0311656 | Time: 2016.87 ms
[2021-05-18 16:58:27 main:574] : INFO : Epoch 1950 | loss: 0.0311553 | val_loss: 0.0311639 | Time: 2011.65 ms
[2021-05-18 16:58:29 main:574] : INFO : Epoch 1951 | loss: 0.0311545 | val_loss: 0.031165 | Time: 2002.08 ms
[2021-05-18 16:58:31 main:574] : INFO : Epoch 1952 | loss: 0.0311565 | val_loss: 0.0311687 | Time: 2026.78 ms
[2021-05-18 16:58:33 main:574] : INFO : Epoch 1953 | loss: 0.0311819 | val_loss: 0.03119 | Time: 2003.29 ms
[2021-05-18 16:58:35 main:574] : INFO : Epoch 1954 | loss: 0.0311902 | val_loss: 0.0311862 | Time: 1995.94 ms
[2021-05-18 16:58:37 main:574] : INFO : Epoch 1955 | loss: 0.0311889 | val_loss: 0.0311854 | Time: 1992.74 ms
[2021-05-18 16:58:39 main:574] : INFO : Epoch 1956 | loss: 0.0311886 | val_loss: 0.0311908 | Time: 1998.7 ms
[2021-05-18 16:58:41 main:574] : INFO : Epoch 1957 | loss: 0.0311886 | val_loss: 0.031188 | Time: 1997.51 ms
[2021-05-18 16:58:44 main:574] : INFO : Epoch 1958 | loss: 0.0311865 | val_loss: 0.0311828 | Time: 1999.82 ms
[2021-05-18 16:58:46 main:574] : INFO : Epoch 1959 | loss: 0.0311842 | val_loss: 0.031181 | Time: 1996.1 ms
[2021-05-18 16:58:48 main:574] : INFO : Epoch 1960 | loss: 0.0311819 | val_loss: 0.031183 | Time: 1999.5 ms
[2021-05-18 16:58:50 main:574] : INFO : Epoch 1961 | loss: 0.0311817 | val_loss: 0.0311808 | Time: 1998.65 ms
[2021-05-18 16:58:52 main:574] : INFO : Epoch 1962 | loss: 0.0311814 | val_loss: 0.0311803 | Time: 2006.12 ms
[2021-05-18 16:58:54 main:574] : INFO : Epoch 1963 | loss: 0.0311812 | val_loss: 0.0311792 | Time: 2005.6 ms
[2021-05-18 16:58:56 main:574] : INFO : Epoch 1964 | loss: 0.031181 | val_loss: 0.0311823 | Time: 2015.78 ms
[2021-05-18 16:58:58 main:574] : INFO : Epoch 1965 | loss: 0.0311843 | val_loss: 0.031185 | Time: 2011.42 ms
[2021-05-18 16:59:00 main:574] : INFO : Epoch 1966 | loss: 0.0311822 | val_loss: 0.0311792 | Time: 2005.89 ms
[2021-05-18 16:59:02 main:574] : INFO : Epoch 1967 | loss: 0.0311795 | val_loss: 0.0311806 | Time: 2007.72 ms
[2021-05-18 16:59:04 main:574] : INFO : Epoch 1968 | loss: 0.0311795 | val_loss: 0.0311795 | Time: 2006.95 ms
[2021-05-18 16:59:06 main:574] : INFO : Epoch 1969 | loss: 0.0311792 | val_loss: 0.0311823 | Time: 1979.3 ms
[2021-05-18 16:59:09 main:574] : INFO : Epoch 1970 | loss: 0.031179 | val_loss: 0.0311799 | Time: 2014.01 ms
[2021-05-18 16:59:11 main:574] : INFO : Epoch 1971 | loss: 0.0311792 | val_loss: 0.0311788 | Time: 2009.98 ms
[2021-05-18 16:59:13 main:574] : INFO : Epoch 1972 | loss: 0.031179 | val_loss: 0.0311817 | Time: 2025.33 ms
[2021-05-18 16:59:15 main:574] : INFO : Epoch 1973 | loss: 0.0311796 | val_loss: 0.0311868 | Time: 2007.58 ms
[2021-05-18 16:59:17 main:574] : INFO : Epoch 1974 | loss: 0.0311789 | val_loss: 0.03118 | Time: 1996.39 ms
[2021-05-18 16:59:19 main:574] : INFO : Epoch 1975 | loss: 0.0311769 | val_loss: 0.0311786 | Time: 2018.6 ms
[2021-05-18 16:59:21 main:574] : INFO : Epoch 1976 | loss: 0.0311765 | val_loss: 0.031181 | Time: 2038.2 ms
[2021-05-18 16:59:23 main:574] : INFO : Epoch 1977 | loss: 0.0311766 | val_loss: 0.0311803 | Time: 2029.2 ms
[2021-05-18 16:59:25 main:574] : INFO : Epoch 1978 | loss: 0.0311777 | val_loss: 0.031181 | Time: 2012.76 ms
[2021-05-18 16:59:27 main:574] : INFO : Epoch 1979 | loss: 0.0311769 | val_loss: 0.0311788 | Time: 1998.52 ms
[2021-05-18 16:59:29 main:574] : INFO : Epoch 1980 | loss: 0.0311763 | val_loss: 0.0311792 | Time: 2018.5 ms
[2021-05-18 16:59:31 main:574] : INFO : Epoch 1981 | loss: 0.0311759 | val_loss: 0.0311842 | Time: 1993.83 ms
[2021-05-18 16:59:34 main:574] : INFO : Epoch 1982 | loss: 0.0311779 | val_loss: 0.0311785 | Time: 2133.84 ms
[2021-05-18 16:59:36 main:574] : INFO : Epoch 1983 | loss: 0.0311782 | val_loss: 0.0311793 | Time: 2024.79 ms
[2021-05-18 16:59:38 main:574] : INFO : Epoch 1984 | loss: 0.031177 | val_loss: 0.0311777 | Time: 2016.43 ms
[2021-05-18 16:59:40 main:574] : INFO : Epoch 1985 | loss: 0.0311757 | val_loss: 0.031177 | Time: 2012.78 ms
[2021-05-18 16:59:42 main:574] : INFO : Epoch 1986 | loss: 0.031176 | val_loss: 0.0311821 | Time: 2011.18 ms
[2021-05-18 16:59:44 main:574] : INFO : Epoch 1987 | loss: 0.0311847 | val_loss: 0.0311804 | Time: 2007.55 ms
[2021-05-18 16:59:46 main:574] : INFO : Epoch 1988 | loss: 0.031178 | val_loss: 0.0311778 | Time: 1991.15 ms
[2021-05-18 16:59:48 main:574] : INFO : Epoch 1989 | loss: 0.0311756 | val_loss: 0.0311787 | Time: 2000.73 ms
[2021-05-18 16:59:50 main:574] : INFO : Epoch 1990 | loss: 0.0311741 | val_loss: 0.0311774 | Time: 2018.26 ms
[2021-05-18 16:59:52 main:574] : INFO : Epoch 1991 | loss: 0.0311738 | val_loss: 0.0311781 | Time: 2011.4 ms
[2021-05-18 16:59:54 main:574] : INFO : Epoch 1992 | loss: 0.0311745 | val_loss: 0.0311795 | Time: 1988.32 ms
[2021-05-18 16:59:57 main:574] : INFO : Epoch 1993 | loss: 0.0311761 | val_loss: 0.031181 | Time: 2008.05 ms
[2021-05-18 16:59:59 main:574] : INFO : Epoch 1994 | loss: 0.0311772 | val_loss: 0.0311777 | Time: 2002.75 ms
[2021-05-18 17:00:01 main:574] : INFO : Epoch 1995 | loss: 0.0311745 | val_loss: 0.0311773 | Time: 2016.16 ms
[2021-05-18 17:00:03 main:574] : INFO : Epoch 1996 | loss: 0.0311749 | val_loss: 0.0311772 | Time: 2040.23 ms
[2021-05-18 17:00:05 main:574] : INFO : Epoch 1997 | loss: 0.0311733 | val_loss: 0.0311772 | Time: 2000.67 ms
[2021-05-18 17:00:07 main:574] : INFO : Epoch 1998 | loss: 0.0311733 | val_loss: 0.0311781 | Time: 2012.18 ms
[2021-05-18 17:00:09 main:574] : INFO : Epoch 1999 | loss: 0.0311745 | val_loss: 0.0311775 | Time: 2021.9 ms
[2021-05-18 17:00:11 main:574] : INFO : Epoch 2000 | loss: 0.0311738 | val_loss: 0.0311799 | Time: 2020.24 ms
[2021-05-18 17:00:13 main:574] : INFO : Epoch 2001 | loss: 0.0311758 | val_loss: 0.0311801 | Time: 2002.69 ms
[2021-05-18 17:00:15 main:574] : INFO : Epoch 2002 | loss: 0.0311742 | val_loss: 0.0311772 | Time: 2041.23 ms
[2021-05-18 17:00:17 main:574] : INFO : Epoch 2003 | loss: 0.0311766 | val_loss: 0.0311758 | Time: 2024.45 ms
[2021-05-18 17:00:20 main:574] : INFO : Epoch 2004 | loss: 0.0311736 | val_loss: 0.0311766 | Time: 2000.18 ms
[2021-05-18 17:00:22 main:574] : INFO : Epoch 2005 | loss: 0.0311732 | val_loss: 0.0311798 | Time: 1993.12 ms
[2021-05-18 17:00:24 main:574] : INFO : Epoch 2006 | loss: 0.0311724 | val_loss: 0.0311766 | Time: 2005.68 ms
[2021-05-18 17:00:26 main:574] : INFO : Epoch 2007 | loss: 0.0311722 | val_loss: 0.0311764 | Time: 2000.19 ms
[2021-05-18 17:00:28 main:574] : INFO : Epoch 2008 | loss: 0.0311721 | val_loss: 0.0311797 | Time: 2004.93 ms
[2021-05-18 17:00:30 main:574] : INFO : Epoch 2009 | loss: 0.0311742 | val_loss: 0.0311766 | Time: 2008.47 ms
[2021-05-18 17:00:32 main:574] : INFO : Epoch 2010 | loss: 0.0311737 | val_loss: 0.0311765 | Time: 2009.49 ms
[2021-05-18 17:00:34 main:574] : INFO : Epoch 2011 | loss: 0.0311736 | val_loss: 0.0311777 | Time: 2019.04 ms
[2021-05-18 17:00:36 main:574] : INFO : Epoch 2012 | loss: 0.0311717 | val_loss: 0.0311789 | Time: 2015.83 ms
[2021-05-18 17:00:38 main:574] : INFO : Epoch 2013 | loss: 0.0311718 | val_loss: 0.0311767 | Time: 2017.18 ms
[2021-05-18 17:00:40 main:574] : INFO : Epoch 2014 | loss: 0.0311722 | val_loss: 0.0311746 | Time: 2024.36 ms
[2021-05-18 17:00:42 main:574] : INFO : Epoch 2015 | loss: 0.0311745 | val_loss: 0.0311798 | Time: 2020.53 ms
[2021-05-18 17:00:45 main:574] : INFO : Epoch 2016 | loss: 0.0311751 | val_loss: 0.0311829 | Time: 2002.98 ms
[2021-05-18 17:00:47 main:574] : INFO : Epoch 2017 | loss: 0.0311796 | val_loss: 0.0311837 | Time: 2021.73 ms
[2021-05-18 17:00:49 main:574] : INFO : Epoch 2018 | loss: 0.0311774 | val_loss: 0.0311786 | Time: 2033.26 ms
[2021-05-18 17:00:51 main:574] : INFO : Epoch 2019 | loss: 0.0311744 | val_loss: 0.0311779 | Time: 2039.16 ms
[2021-05-18 17:00:53 main:574] : INFO : Epoch 2020 | loss: 0.0311728 | val_loss: 0.0311784 | Time: 2020.3 ms
[2021-05-18 17:00:55 main:574] : INFO : Epoch 2021 | loss: 0.0311712 | val_loss: 0.0311771 | Time: 2010.9 ms
[2021-05-18 17:00:57 main:574] : INFO : Epoch 2022 | loss: 0.0311705 | val_loss: 0.031176 | Time: 1993.38 ms
[2021-05-18 17:00:59 main:574] : INFO : Epoch 2023 | loss: 0.0311753 | val_loss: 0.0311798 | Time: 2009.47 ms
[2021-05-18 17:01:01 main:574] : INFO : Epoch 2024 | loss: 0.0311761 | val_loss: 0.03118 | Time: 2031.88 ms
[2021-05-18 17:01:03 main:574] : INFO : Epoch 2025 | loss: 0.0311782 | val_loss: 0.0311789 | Time: 2004.14 ms
[2021-05-18 17:01:05 main:574] : INFO : Epoch 2026 | loss: 0.0311769 | val_loss: 0.031179 | Time: 1999.56 ms
[2021-05-18 17:01:07 main:574] : INFO : Epoch 2027 | loss: 0.0311787 | val_loss: 0.0311801 | Time: 2031.2 ms
[2021-05-18 17:01:09 main:574] : INFO : Epoch 2028 | loss: 0.0311802 | val_loss: 0.0311855 | Time: 2002.12 ms
[2021-05-18 17:01:12 main:574] : INFO : Epoch 2029 | loss: 0.0311788 | val_loss: 0.0311815 | Time: 1996.28 ms
[2021-05-18 17:01:14 main:574] : INFO : Epoch 2030 | loss: 0.0311759 | val_loss: 0.0311788 | Time: 2014.06 ms
[2021-05-18 17:01:16 main:574] : INFO : Epoch 2031 | loss: 0.0311876 | val_loss: 0.0311923 | Time: 2023.38 ms
[2021-05-18 17:01:18 main:574] : INFO : Epoch 2032 | loss: 0.0311876 | val_loss: 0.0311866 | Time: 2020.29 ms
[2021-05-18 17:01:20 main:574] : INFO : Epoch 2033 | loss: 0.0311847 | val_loss: 0.0311847 | Time: 2022.65 ms
[2021-05-18 17:01:22 main:574] : INFO : Epoch 2034 | loss: 0.0311828 | val_loss: 0.0311807 | Time: 2002.87 ms
[2021-05-18 17:01:24 main:574] : INFO : Epoch 2035 | loss: 0.0311798 | val_loss: 0.0311807 | Time: 2028.58 ms
[2021-05-18 17:01:26 main:574] : INFO : Epoch 2036 | loss: 0.0311804 | val_loss: 0.031183 | Time: 2002.86 ms
[2021-05-18 17:01:28 main:574] : INFO : Epoch 2037 | loss: 0.0311807 | val_loss: 0.0311834 | Time: 2007.62 ms
[2021-05-18 17:01:30 main:574] : INFO : Epoch 2038 | loss: 0.0311783 | val_loss: 0.0311778 | Time: 2019.76 ms
[2021-05-18 17:01:32 main:574] : INFO : Epoch 2039 | loss: 0.0311829 | val_loss: 0.0311843 | Time: 2015.59 ms
[2021-05-18 17:01:34 main:574] : INFO : Epoch 2040 | loss: 0.0311835 | val_loss: 0.0311822 | Time: 2016.86 ms
[2021-05-18 17:01:37 main:574] : INFO : Epoch 2041 | loss: 0.0311808 | val_loss: 0.0311812 | Time: 1997.68 ms
[2021-05-18 17:01:39 main:574] : INFO : Epoch 2042 | loss: 0.0311787 | val_loss: 0.0311799 | Time: 2007.18 ms
[2021-05-18 17:01:41 main:574] : INFO : Epoch 2043 | loss: 0.0311774 | val_loss: 0.0311801 | Time: 1996.53 ms
[2021-05-18 17:01:43 main:574] : INFO : Epoch 2044 | loss: 0.0311775 | val_loss: 0.0311796 | Time: 2010.97 ms
[2021-05-18 17:01:45 main:574] : INFO : Epoch 2045 | loss: 0.0311776 | val_loss: 0.0311778 | Time: 2002.14 ms
[2021-05-18 17:01:47 main:574] : INFO : Epoch 2046 | loss: 0.031178 | val_loss: 0.0311776 | Time: 1996.47 ms
[2021-05-18 17:01:49 main:574] : INFO : Epoch 2047 | loss: 0.0311783 | val_loss: 0.0311837 | Time: 2018.98 ms
[2021-05-18 17:01:51 main:574] : INFO : Epoch 2048 | loss: 0.0311776 | val_loss: 0.031176 | Time: 2028.06 ms
[2021-05-18 17:01:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031176
[2021-05-18 17:01:51 main:603] : INFO : Saving end state to config to file
[2021-05-18 17:01:51 main:608] : INFO : Success, exiting..
17:01:51 (3652): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)