Task 8932510
| Name | ParityModified-1636181818-20662-2_0 |
| Workunit | 6393941 |
| Created | 14 Nov 2021, 2:23:09 UTC |
| Sent | 23 Nov 2021, 16:42:50 UTC |
| Report deadline | 30 Nov 2021, 16:42:50 UTC |
| Received | 23 Nov 2021, 22:35:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16729 |
| Run time | 1 hours 9 min 17 sec |
| CPU time | 1 hours 8 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,141.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.50 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311831 | val_loss: 0.0311839 | Time: 2029.32 ms
[2021-11-23 22:17:48 main:581] : INFO : Epoch 1539 | loss: 0.0311802 | val_loss: 0.0311813 | Time: 2037.86 ms
[2021-11-23 22:17:50 main:581] : INFO : Epoch 1540 | loss: 0.0311775 | val_loss: 0.0311841 | Time: 2031.11 ms
[2021-11-23 22:17:52 main:581] : INFO : Epoch 1541 | loss: 0.0311762 | val_loss: 0.0311917 | Time: 2023.86 ms
[2021-11-23 22:17:54 main:581] : INFO : Epoch 1542 | loss: 0.0311799 | val_loss: 0.031193 | Time: 2084.06 ms
[2021-11-23 22:17:56 main:581] : INFO : Epoch 1543 | loss: 0.0311859 | val_loss: 0.0311847 | Time: 2042.42 ms
[2021-11-23 22:17:58 main:581] : INFO : Epoch 1544 | loss: 0.0311837 | val_loss: 0.0311799 | Time: 2033.98 ms
[2021-11-23 22:18:00 main:581] : INFO : Epoch 1545 | loss: 0.0311773 | val_loss: 0.0311783 | Time: 2013.04 ms
[2021-11-23 22:18:02 main:581] : INFO : Epoch 1546 | loss: 0.0311755 | val_loss: 0.0311825 | Time: 2026.47 ms
[2021-11-23 22:18:04 main:581] : INFO : Epoch 1547 | loss: 0.0311766 | val_loss: 0.0311787 | Time: 2022.73 ms
[2021-11-23 22:18:06 main:581] : INFO : Epoch 1548 | loss: 0.0311735 | val_loss: 0.0311789 | Time: 2083.06 ms
[2021-11-23 22:18:08 main:581] : INFO : Epoch 1549 | loss: 0.0311746 | val_loss: 0.0311881 | Time: 2066.93 ms
[2021-11-23 22:18:10 main:581] : INFO : Epoch 1550 | loss: 0.0311775 | val_loss: 0.0311791 | Time: 2060.13 ms
[2021-11-23 22:18:12 main:581] : INFO : Epoch 1551 | loss: 0.0311737 | val_loss: 0.0311783 | Time: 2051.88 ms
[2021-11-23 22:18:14 main:581] : INFO : Epoch 1552 | loss: 0.031172 | val_loss: 0.0311856 | Time: 2022.42 ms
[2021-11-23 22:18:16 main:581] : INFO : Epoch 1553 | loss: 0.0311745 | val_loss: 0.0311791 | Time: 2017.49 ms
[2021-11-23 22:18:18 main:581] : INFO : Epoch 1554 | loss: 0.0311712 | val_loss: 0.0311816 | Time: 2004.69 ms
[2021-11-23 22:18:20 main:581] : INFO : Epoch 1555 | loss: 0.0311732 | val_loss: 0.0311781 | Time: 2006.56 ms
[2021-11-23 22:18:22 main:581] : INFO : Epoch 1556 | loss: 0.0311708 | val_loss: 0.0311792 | Time: 2003.65 ms
[2021-11-23 22:18:24 main:581] : INFO : Epoch 1557 | loss: 0.0311734 | val_loss: 0.0311791 | Time: 2027.28 ms
[2021-11-23 22:18:26 main:581] : INFO : Epoch 1558 | loss: 0.0311738 | val_loss: 0.0311799 | Time: 2028.07 ms
[2021-11-23 22:18:28 main:581] : INFO : Epoch 1559 | loss: 0.0311749 | val_loss: 0.0311808 | Time: 2016.39 ms
[2021-11-23 22:18:30 main:581] : INFO : Epoch 1560 | loss: 0.0311775 | val_loss: 0.0311841 | Time: 2010.9 ms
[2021-11-23 22:18:33 main:581] : INFO : Epoch 1561 | loss: 0.0311788 | val_loss: 0.0311762 | Time: 2006.77 ms
[2021-11-23 22:18:35 main:581] : INFO : Epoch 1562 | loss: 0.0311709 | val_loss: 0.0311724 | Time: 2019.96 ms
[2021-11-23 22:18:37 main:581] : INFO : Epoch 1563 | loss: 0.031169 | val_loss: 0.0311749 | Time: 2035.76 ms
[2021-11-23 22:18:39 main:581] : INFO : Epoch 1564 | loss: 0.0311683 | val_loss: 0.031173 | Time: 2063.52 ms
[2021-11-23 22:18:41 main:581] : INFO : Epoch 1565 | loss: 0.0311663 | val_loss: 0.0311719 | Time: 2061.22 ms
[2021-11-23 22:18:43 main:581] : INFO : Epoch 1566 | loss: 0.0311685 | val_loss: 0.0311731 | Time: 2042.11 ms
[2021-11-23 22:18:45 main:581] : INFO : Epoch 1567 | loss: 0.031167 | val_loss: 0.0311766 | Time: 2031.17 ms
[2021-11-23 22:18:47 main:581] : INFO : Epoch 1568 | loss: 0.0311641 | val_loss: 0.031171 | Time: 2026.29 ms
[2021-11-23 22:18:49 main:581] : INFO : Epoch 1569 | loss: 0.031163 | val_loss: 0.0311724 | Time: 2017.16 ms
[2021-11-23 22:18:51 main:581] : INFO : Epoch 1570 | loss: 0.0311634 | val_loss: 0.031181 | Time: 2041.05 ms
[2021-11-23 22:18:53 main:581] : INFO : Epoch 1571 | loss: 0.0311635 | val_loss: 0.0311743 | Time: 1997.56 ms
[2021-11-23 22:18:55 main:581] : INFO : Epoch 1572 | loss: 0.0311631 | val_loss: 0.0311768 | Time: 2021.61 ms
[2021-11-23 22:18:57 main:581] : INFO : Epoch 1573 | loss: 0.031161 | val_loss: 0.0311805 | Time: 2056.34 ms
[2021-11-23 22:18:59 main:581] : INFO : Epoch 1574 | loss: 0.0311621 | val_loss: 0.0311754 | Time: 2024.65 ms
[2021-11-23 22:19:01 main:581] : INFO : Epoch 1575 | loss: 0.0311607 | val_loss: 0.031175 | Time: 2022.64 ms
[2021-11-23 22:19:03 main:581] : INFO : Epoch 1576 | loss: 0.0311617 | val_loss: 0.0311703 | Time: 2033.04 ms
[2021-11-23 22:19:05 main:581] : INFO : Epoch 1577 | loss: 0.0311614 | val_loss: 0.0311719 | Time: 2029.45 ms
[2021-11-23 22:19:07 main:581] : INFO : Epoch 1578 | loss: 0.0311595 | val_loss: 0.0311734 | Time: 2024.52 ms
[2021-11-23 22:19:09 main:581] : INFO : Epoch 1579 | loss: 0.0311602 | val_loss: 0.0311732 | Time: 2015.95 ms
[2021-11-23 22:19:11 main:581] : INFO : Epoch 1580 | loss: 0.03116 | val_loss: 0.0311748 | Time: 2008.6 ms
[2021-11-23 22:19:13 main:581] : INFO : Epoch 1581 | loss: 0.0311617 | val_loss: 0.0311792 | Time: 2055.88 ms
[2021-11-23 22:19:15 main:581] : INFO : Epoch 1582 | loss: 0.0311613 | val_loss: 0.0311736 | Time: 2043.28 ms
[2021-11-23 22:19:17 main:581] : INFO : Epoch 1583 | loss: 0.0311623 | val_loss: 0.0311847 | Time: 2043.63 ms
[2021-11-23 22:19:19 main:581] : INFO : Epoch 1584 | loss: 0.0311673 | val_loss: 0.0311735 | Time: 2017.21 ms
[2021-11-23 22:19:21 main:581] : INFO : Epoch 1585 | loss: 0.0311637 | val_loss: 0.0311748 | Time: 2017.81 ms
[2021-11-23 22:19:23 main:581] : INFO : Epoch 1586 | loss: 0.0311651 | val_loss: 0.0311777 | Time: 2028.35 ms
[2021-11-23 22:19:25 main:581] : INFO : Epoch 1587 | loss: 0.0311609 | val_loss: 0.0311807 | Time: 2037.62 ms
[2021-11-23 22:19:27 main:581] : INFO : Epoch 1588 | loss: 0.0311607 | val_loss: 0.0311715 | Time: 2036.44 ms
[2021-11-23 22:19:29 main:581] : INFO : Epoch 1589 | loss: 0.0311629 | val_loss: 0.0311752 | Time: 2023.03 ms
[2021-11-23 22:19:31 main:581] : INFO : Epoch 1590 | loss: 0.0311591 | val_loss: 0.0311731 | Time: 2026.87 ms
[2021-11-23 22:19:33 main:581] : INFO : Epoch 1591 | loss: 0.0311585 | val_loss: 0.0311735 | Time: 2027.42 ms
[2021-11-23 22:19:35 main:581] : INFO : Epoch 1592 | loss: 0.0311582 | val_loss: 0.0311712 | Time: 2037.75 ms
[2021-11-23 22:19:37 main:581] : INFO : Epoch 1593 | loss: 0.0311567 | val_loss: 0.0311725 | Time: 2023.79 ms
[2021-11-23 22:19:40 main:581] : INFO : Epoch 1594 | loss: 0.031156 | val_loss: 0.0311758 | Time: 2034.18 ms
[2021-11-23 22:19:42 main:581] : INFO : Epoch 1595 | loss: 0.0311578 | val_loss: 0.0311732 | Time: 2027.13 ms
[2021-11-23 22:19:44 main:581] : INFO : Epoch 1596 | loss: 0.0311616 | val_loss: 0.0311751 | Time: 2024.84 ms
[2021-11-23 22:19:46 main:581] : INFO : Epoch 1597 | loss: 0.0311645 | val_loss: 0.0311747 | Time: 2042.78 ms
[2021-11-23 22:19:48 main:581] : INFO : Epoch 1598 | loss: 0.0311601 | val_loss: 0.0311701 | Time: 2045.42 ms
[2021-11-23 22:19:50 main:581] : INFO : Epoch 1599 | loss: 0.0311585 | val_loss: 0.0311745 | Time: 2016.03 ms
[2021-11-23 22:19:52 main:581] : INFO : Epoch 1600 | loss: 0.0311584 | val_loss: 0.031176 | Time: 2048.58 ms
[2021-11-23 22:19:54 main:581] : INFO : Epoch 1601 | loss: 0.0311585 | val_loss: 0.0311755 | Time: 2017.63 ms
[2021-11-23 22:19:56 main:581] : INFO : Epoch 1602 | loss: 0.0311582 | val_loss: 0.0311746 | Time: 2002.6 ms
[2021-11-23 22:19:58 main:581] : INFO : Epoch 1603 | loss: 0.0311573 | val_loss: 0.0311745 | Time: 2010.31 ms
[2021-11-23 22:20:00 main:581] : INFO : Epoch 1604 | loss: 0.0311592 | val_loss: 0.0311708 | Time: 2015.91 ms
[2021-11-23 22:20:02 main:581] : INFO : Epoch 1605 | loss: 0.0311586 | val_loss: 0.0311714 | Time: 2045.22 ms
[2021-11-23 22:20:04 main:581] : INFO : Epoch 1606 | loss: 0.0311578 | val_loss: 0.0311736 | Time: 2009.1 ms
[2021-11-23 22:20:06 main:581] : INFO : Epoch 1607 | loss: 0.0311625 | val_loss: 0.031183 | Time: 2038.68 ms
[2021-11-23 22:20:08 main:581] : INFO : Epoch 1608 | loss: 0.0311596 | val_loss: 0.031175 | Time: 2031.81 ms
[2021-11-23 22:20:10 main:581] : INFO : Epoch 1609 | loss: 0.0311691 | val_loss: 0.0311724 | Time: 2020.81 ms
[2021-11-23 22:20:12 main:581] : INFO : Epoch 1610 | loss: 0.0311745 | val_loss: 0.0311756 | Time: 2038.2 ms
[2021-11-23 22:20:14 main:581] : INFO : Epoch 1611 | loss: 0.0311899 | val_loss: 0.0311936 | Time: 2005.87 ms
[2021-11-23 22:20:16 main:581] : INFO : Epoch 1612 | loss: 0.0311884 | val_loss: 0.0311857 | Time: 2013.55 ms
[2021-11-23 22:20:18 main:581] : INFO : Epoch 1613 | loss: 0.031183 | val_loss: 0.0311783 | Time: 2036.13 ms
[2021-11-23 22:20:20 main:581] : INFO : Epoch 1614 | loss: 0.0311795 | val_loss: 0.0311787 | Time: 2065.53 ms
[2021-11-23 22:20:22 main:581] : INFO : Epoch 1615 | loss: 0.0311787 | val_loss: 0.0311803 | Time: 2036.68 ms
[2021-11-23 22:20:24 main:581] : INFO : Epoch 1616 | loss: 0.0311767 | val_loss: 0.0311735 | Time: 2022.42 ms
[2021-11-23 22:20:26 main:581] : INFO : Epoch 1617 | loss: 0.0311771 | val_loss: 0.0311822 | Time: 2000.95 ms
[2021-11-23 22:20:28 main:581] : INFO : Epoch 1618 | loss: 0.0311745 | val_loss: 0.0311739 | Time: 2006.37 ms
[2021-11-23 22:20:30 main:581] : INFO : Epoch 1619 | loss: 0.0311752 | val_loss: 0.0311783 | Time: 2017.05 ms
[2021-11-23 22:20:32 main:581] : INFO : Epoch 1620 | loss: 0.0311742 | val_loss: 0.0311736 | Time: 2026.73 ms
[2021-11-23 22:20:34 main:581] : INFO : Epoch 1621 | loss: 0.0311723 | val_loss: 0.0311717 | Time: 2040.34 ms
[2021-11-23 22:20:36 main:581] : INFO : Epoch 1622 | loss: 0.0311724 | val_loss: 0.031182 | Time: 2036.35 ms
[2021-11-23 22:20:38 main:581] : INFO : Epoch 1623 | loss: 0.0311736 | val_loss: 0.031178 | Time: 2009 ms
[2021-11-23 22:20:40 main:581] : INFO : Epoch 1624 | loss: 0.0311712 | val_loss: 0.0311712 | Time: 2015.43 ms
[2021-11-23 22:20:42 main:581] : INFO : Epoch 1625 | loss: 0.0311695 | val_loss: 0.0311757 | Time: 2011.56 ms
[2021-11-23 22:20:44 main:581] : INFO : Epoch 1626 | loss: 0.0311694 | val_loss: 0.0311704 | Time: 2035.95 ms
[2021-11-23 22:20:46 main:581] : INFO : Epoch 1627 | loss: 0.0311706 | val_loss: 0.0311711 | Time: 2025.59 ms
[2021-11-23 22:20:48 main:581] : INFO : Epoch 1628 | loss: 0.0311692 | val_loss: 0.0311745 | Time: 2021.16 ms
[2021-11-23 22:20:50 main:581] : INFO : Epoch 1629 | loss: 0.0311682 | val_loss: 0.0311715 | Time: 2041.89 ms
[2021-11-23 22:20:52 main:581] : INFO : Epoch 1630 | loss: 0.0311677 | val_loss: 0.0311728 | Time: 2052.51 ms
[2021-11-23 22:20:55 main:581] : INFO : Epoch 1631 | loss: 0.0311693 | val_loss: 0.0311733 | Time: 2058.6 ms
[2021-11-23 22:20:57 main:581] : INFO : Epoch 1632 | loss: 0.0311673 | val_loss: 0.0311712 | Time: 2034.88 ms
[2021-11-23 22:20:59 main:581] : INFO : Epoch 1633 | loss: 0.0311667 | val_loss: 0.0311698 | Time: 2015.48 ms
[2021-11-23 22:21:01 main:581] : INFO : Epoch 1634 | loss: 0.0311661 | val_loss: 0.0311704 | Time: 2034.2 ms
[2021-11-23 22:21:03 main:581] : INFO : Epoch 1635 | loss: 0.0311668 | val_loss: 0.0311703 | Time: 2042.8 ms
[2021-11-23 22:21:05 main:581] : INFO : Epoch 1636 | loss: 0.0311657 | val_loss: 0.0311691 | Time: 2043.29 ms
[2021-11-23 22:21:07 main:581] : INFO : Epoch 1637 | loss: 0.0311664 | val_loss: 0.0311706 | Time: 2025.43 ms
[2021-11-23 22:21:09 main:581] : INFO : Epoch 1638 | loss: 0.0311665 | val_loss: 0.0311728 | Time: 2010.26 ms
[2021-11-23 22:21:11 main:581] : INFO : Epoch 1639 | loss: 0.0311675 | val_loss: 0.031171 | Time: 2037.41 ms
[2021-11-23 22:21:13 main:581] : INFO : Epoch 1640 | loss: 0.031168 | val_loss: 0.031179 | Time: 2019.07 ms
[2021-11-23 22:21:15 main:581] : INFO : Epoch 1641 | loss: 0.0311732 | val_loss: 0.0311711 | Time: 2001.84 ms
[2021-11-23 22:21:17 main:581] : INFO : Epoch 1642 | loss: 0.0311726 | val_loss: 0.0311723 | Time: 2009.49 ms
[2021-11-23 22:21:19 main:581] : INFO : Epoch 1643 | loss: 0.0311674 | val_loss: 0.0311748 | Time: 2025.92 ms
[2021-11-23 22:21:21 main:581] : INFO : Epoch 1644 | loss: 0.0311663 | val_loss: 0.0311704 | Time: 2019.54 ms
[2021-11-23 22:21:23 main:581] : INFO : Epoch 1645 | loss: 0.0311663 | val_loss: 0.0311708 | Time: 1995.83 ms
[2021-11-23 22:21:25 main:581] : INFO : Epoch 1646 | loss: 0.0311658 | val_loss: 0.031172 | Time: 2050.24 ms
[2021-11-23 22:21:27 main:581] : INFO : Epoch 1647 | loss: 0.0311649 | val_loss: 0.0311715 | Time: 2024.68 ms
[2021-11-23 22:21:29 main:581] : INFO : Epoch 1648 | loss: 0.0311697 | val_loss: 0.0311714 | Time: 2020.61 ms
[2021-11-23 22:21:31 main:581] : INFO : Epoch 1649 | loss: 0.0311675 | val_loss: 0.0311706 | Time: 2031.36 ms
[2021-11-23 22:21:33 main:581] : INFO : Epoch 1650 | loss: 0.031165 | val_loss: 0.0311706 | Time: 2022.44 ms
[2021-11-23 22:21:35 main:581] : INFO : Epoch 1651 | loss: 0.0311657 | val_loss: 0.0311804 | Time: 2022.66 ms
[2021-11-23 22:21:37 main:581] : INFO : Epoch 1652 | loss: 0.0311699 | val_loss: 0.0311704 | Time: 2031.31 ms
[2021-11-23 22:21:39 main:581] : INFO : Epoch 1653 | loss: 0.031164 | val_loss: 0.0311699 | Time: 2007.49 ms
[2021-11-23 22:21:41 main:581] : INFO : Epoch 1654 | loss: 0.0311723 | val_loss: 0.0311728 | Time: 1996.4 ms
[2021-11-23 22:21:43 main:581] : INFO : Epoch 1655 | loss: 0.0311674 | val_loss: 0.0311731 | Time: 2021.96 ms
[2021-11-23 22:21:45 main:581] : INFO : Epoch 1656 | loss: 0.0311645 | val_loss: 0.0311733 | Time: 2002.9 ms
[2021-11-23 22:21:47 main:581] : INFO : Epoch 1657 | loss: 0.0311671 | val_loss: 0.0311708 | Time: 2002.26 ms
[2021-11-23 22:21:49 main:581] : INFO : Epoch 1658 | loss: 0.0311666 | val_loss: 0.0311763 | Time: 2017.06 ms
[2021-11-23 22:21:51 main:581] : INFO : Epoch 1659 | loss: 0.0311677 | val_loss: 0.0311737 | Time: 2000.64 ms
[2021-11-23 22:21:53 main:581] : INFO : Epoch 1660 | loss: 0.0311668 | val_loss: 0.0311707 | Time: 2005.97 ms
[2021-11-23 22:21:55 main:581] : INFO : Epoch 1661 | loss: 0.0311654 | val_loss: 0.0311742 | Time: 2014.1 ms
[2021-11-23 22:21:57 main:581] : INFO : Epoch 1662 | loss: 0.0311714 | val_loss: 0.0311726 | Time: 2015.97 ms
[2021-11-23 22:21:59 main:581] : INFO : Epoch 1663 | loss: 0.031171 | val_loss: 0.0311733 | Time: 2043.78 ms
[2021-11-23 22:22:01 main:581] : INFO : Epoch 1664 | loss: 0.0311749 | val_loss: 0.0311837 | Time: 2015.37 ms
[2021-11-23 22:22:03 main:581] : INFO : Epoch 1665 | loss: 0.0311691 | val_loss: 0.0311717 | Time: 2009.42 ms
[2021-11-23 22:22:05 main:581] : INFO : Epoch 1666 | loss: 0.0311645 | val_loss: 0.0311685 | Time: 2021.34 ms
[2021-11-23 22:22:07 main:581] : INFO : Epoch 1667 | loss: 0.0311641 | val_loss: 0.0311765 | Time: 2032.43 ms
[2021-11-23 22:22:09 main:581] : INFO : Epoch 1668 | loss: 0.0311676 | val_loss: 0.0311789 | Time: 2018.55 ms
[2021-11-23 22:22:11 main:581] : INFO : Epoch 1669 | loss: 0.0311672 | val_loss: 0.0311792 | Time: 2013.09 ms
[2021-11-23 22:22:13 main:581] : INFO : Epoch 1670 | loss: 0.0311714 | val_loss: 0.0311768 | Time: 2012.65 ms
[2021-11-23 22:22:15 main:581] : INFO : Epoch 1671 | loss: 0.0311652 | val_loss: 0.0311703 | Time: 2011.38 ms
[2021-11-23 22:22:17 main:581] : INFO : Epoch 1672 | loss: 0.0311655 | val_loss: 0.0311721 | Time: 2002.77 ms
[2021-11-23 22:22:19 main:581] : INFO : Epoch 1673 | loss: 0.0311655 | val_loss: 0.0311703 | Time: 1987.59 ms
[2021-11-23 22:22:21 main:581] : INFO : Epoch 1674 | loss: 0.0311632 | val_loss: 0.0311744 | Time: 1998.05 ms
[2021-11-23 22:22:23 main:581] : INFO : Epoch 1675 | loss: 0.0311651 | val_loss: 0.0311746 | Time: 2008.98 ms
[2021-11-23 22:22:25 main:581] : INFO : Epoch 1676 | loss: 0.0311687 | val_loss: 0.031175 | Time: 2003.79 ms
[2021-11-23 22:22:27 main:581] : INFO : Epoch 1677 | loss: 0.0311675 | val_loss: 0.0311686 | Time: 2003.69 ms
[2021-11-23 22:22:29 main:581] : INFO : Epoch 1678 | loss: 0.0311647 | val_loss: 0.0311705 | Time: 1992.16 ms
[2021-11-23 22:22:31 main:581] : INFO : Epoch 1679 | loss: 0.0311637 | val_loss: 0.0311709 | Time: 2040.4 ms
[2021-11-23 22:22:33 main:581] : INFO : Epoch 1680 | loss: 0.0311645 | val_loss: 0.0311709 | Time: 2001.29 ms
[2021-11-23 22:22:35 main:581] : INFO : Epoch 1681 | loss: 0.0311661 | val_loss: 0.0311717 | Time: 2013.73 ms
[2021-11-23 22:22:37 main:581] : INFO : Epoch 1682 | loss: 0.0311643 | val_loss: 0.0311681 | Time: 2017.29 ms
[2021-11-23 22:22:39 main:581] : INFO : Epoch 1683 | loss: 0.0311649 | val_loss: 0.0311712 | Time: 2016.86 ms
[2021-11-23 22:22:41 main:581] : INFO : Epoch 1684 | loss: 0.0311639 | val_loss: 0.0311691 | Time: 2019.78 ms
[2021-11-23 22:22:43 main:581] : INFO : Epoch 1685 | loss: 0.0311642 | val_loss: 0.0311664 | Time: 2009.62 ms
[2021-11-23 22:22:45 main:581] : INFO : Epoch 1686 | loss: 0.0311654 | val_loss: 0.0311675 | Time: 2005.28 ms
[2021-11-23 22:22:47 main:581] : INFO : Epoch 1687 | loss: 0.0311623 | val_loss: 0.0311717 | Time: 2026.9 ms
[2021-11-23 22:22:50 main:581] : INFO : Epoch 1688 | loss: 0.0311659 | val_loss: 0.0311714 | Time: 2043.14 ms
[2021-11-23 22:22:52 main:581] : INFO : Epoch 1689 | loss: 0.0311663 | val_loss: 0.0311697 | Time: 2056.2 ms
[2021-11-23 22:22:54 main:581] : INFO : Epoch 1690 | loss: 0.0311642 | val_loss: 0.0311797 | Time: 2021.64 ms
[2021-11-23 22:22:56 main:581] : INFO : Epoch 1691 | loss: 0.0311666 | val_loss: 0.0311692 | Time: 2046.35 ms
[2021-11-23 22:22:58 main:581] : INFO : Epoch 1692 | loss: 0.0311627 | val_loss: 0.0311676 | Time: 2031.17 ms
[2021-11-23 22:23:00 main:581] : INFO : Epoch 1693 | loss: 0.0311624 | val_loss: 0.0311683 | Time: 2005.09 ms
[2021-11-23 22:23:02 main:581] : INFO : Epoch 1694 | loss: 0.0311659 | val_loss: 0.0311757 | Time: 1996.48 ms
[2021-11-23 22:23:04 main:581] : INFO : Epoch 1695 | loss: 0.0311682 | val_loss: 0.0311704 | Time: 2013.61 ms
[2021-11-23 22:23:06 main:581] : INFO : Epoch 1696 | loss: 0.0311672 | val_loss: 0.0311726 | Time: 2080.9 ms
[2021-11-23 22:23:08 main:581] : INFO : Epoch 1697 | loss: 0.0311695 | val_loss: 0.0311703 | Time: 2013.01 ms
[2021-11-23 22:23:10 main:581] : INFO : Epoch 1698 | loss: 0.0311676 | val_loss: 0.0311709 | Time: 2028.94 ms
[2021-11-23 22:23:12 main:581] : INFO : Epoch 1699 | loss: 0.0311713 | val_loss: 0.0311761 | Time: 2003.18 ms
[2021-11-23 22:23:14 main:581] : INFO : Epoch 1700 | loss: 0.0311692 | val_loss: 0.0311704 | Time: 2006.56 ms
[2021-11-23 22:23:16 main:581] : INFO : Epoch 1701 | loss: 0.0311686 | val_loss: 0.0311688 | Time: 2012.61 ms
[2021-11-23 22:23:18 main:581] : INFO : Epoch 1702 | loss: 0.0311687 | val_loss: 0.0311701 | Time: 2018.91 ms
[2021-11-23 22:23:20 main:581] : INFO : Epoch 1703 | loss: 0.0311752 | val_loss: 0.0311762 | Time: 2002.22 ms
[2021-11-23 22:23:22 main:581] : INFO : Epoch 1704 | loss: 0.031186 | val_loss: 0.0311816 | Time: 1984.18 ms
[2021-11-23 22:23:24 main:581] : INFO : Epoch 1705 | loss: 0.031184 | val_loss: 0.0311782 | Time: 2009.78 ms
[2021-11-23 22:23:26 main:581] : INFO : Epoch 1706 | loss: 0.0311798 | val_loss: 0.0311801 | Time: 2028.63 ms
[2021-11-23 22:23:28 main:581] : INFO : Epoch 1707 | loss: 0.0311797 | val_loss: 0.0311772 | Time: 2023.22 ms
[2021-11-23 22:23:30 main:581] : INFO : Epoch 1708 | loss: 0.0311773 | val_loss: 0.0311749 | Time: 2036.92 ms
[2021-11-23 22:23:32 main:581] : INFO : Epoch 1709 | loss: 0.0311753 | val_loss: 0.0311749 | Time: 2014.53 ms
[2021-11-23 22:23:34 main:581] : INFO : Epoch 1710 | loss: 0.031176 | val_loss: 0.0311749 | Time: 2030.42 ms
[2021-11-23 22:23:36 main:581] : INFO : Epoch 1711 | loss: 0.0311765 | val_loss: 0.0311743 | Time: 2026.09 ms
[2021-11-23 22:23:38 main:581] : INFO : Epoch 1712 | loss: 0.0311745 | val_loss: 0.0311738 | Time: 2079.24 ms
[2021-11-23 22:23:40 main:581] : INFO : Epoch 1713 | loss: 0.0311766 | val_loss: 0.0311766 | Time: 2029.87 ms
[2021-11-23 22:23:42 main:581] : INFO : Epoch 1714 | loss: 0.0311764 | val_loss: 0.0311733 | Time: 2043.89 ms
[2021-11-23 22:23:44 main:581] : INFO : Epoch 1715 | loss: 0.031173 | val_loss: 0.0311772 | Time: 1992.48 ms
[2021-11-23 22:23:46 main:581] : INFO : Epoch 1716 | loss: 0.0311733 | val_loss: 0.0311734 | Time: 2010.69 ms
[2021-11-23 22:23:48 main:581] : INFO : Epoch 1717 | loss: 0.0311726 | val_loss: 0.0311748 | Time: 2013.17 ms
[2021-11-23 22:23:50 main:581] : INFO : Epoch 1718 | loss: 0.031173 | val_loss: 0.0311738 | Time: 1997.93 ms
[2021-11-23 22:23:52 main:581] : INFO : Epoch 1719 | loss: 0.0311738 | val_loss: 0.0311779 | Time: 2006.22 ms
[2021-11-23 22:23:54 main:581] : INFO : Epoch 1720 | loss: 0.0311768 | val_loss: 0.0311774 | Time: 1994.6 ms
[2021-11-23 22:23:56 main:581] : INFO : Epoch 1721 | loss: 0.031182 | val_loss: 0.0311815 | Time: 1996.1 ms
[2021-11-23 22:23:58 main:581] : INFO : Epoch 1722 | loss: 0.0311768 | val_loss: 0.0311725 | Time: 2003.71 ms
[2021-11-23 22:24:00 main:581] : INFO : Epoch 1723 | loss: 0.0311724 | val_loss: 0.0311739 | Time: 1992.72 ms
[2021-11-23 22:24:02 main:581] : INFO : Epoch 1724 | loss: 0.0311709 | val_loss: 0.0311713 | Time: 1997.94 ms
[2021-11-23 22:24:04 main:581] : INFO : Epoch 1725 | loss: 0.0311707 | val_loss: 0.0311717 | Time: 2027.95 ms
[2021-11-23 22:24:06 main:581] : INFO : Epoch 1726 | loss: 0.0311714 | val_loss: 0.0311718 | Time: 2043.54 ms
[2021-11-23 22:24:08 main:581] : INFO : Epoch 1727 | loss: 0.0311723 | val_loss: 0.0311725 | Time: 2008.59 ms
[2021-11-23 22:24:10 main:581] : INFO : Epoch 1728 | loss: 0.0311705 | val_loss: 0.0311723 | Time: 2044.67 ms
[2021-11-23 22:24:12 main:581] : INFO : Epoch 1729 | loss: 0.0311698 | val_loss: 0.0311713 | Time: 2036.91 ms
[2021-11-23 22:24:14 main:581] : INFO : Epoch 1730 | loss: 0.031171 | val_loss: 0.0311707 | Time: 1999.62 ms
[2021-11-23 22:24:16 main:581] : INFO : Epoch 1731 | loss: 0.0311699 | val_loss: 0.031172 | Time: 2021.06 ms
[2021-11-23 22:24:18 main:581] : INFO : Epoch 1732 | loss: 0.0311701 | val_loss: 0.0311716 | Time: 2016.57 ms
[2021-11-23 22:24:20 main:581] : INFO : Epoch 1733 | loss: 0.0311696 | val_loss: 0.0311731 | Time: 2026.83 ms
[2021-11-23 22:24:22 main:581] : INFO : Epoch 1734 | loss: 0.0311704 | val_loss: 0.031172 | Time: 2001.55 ms
[2021-11-23 22:24:24 main:581] : INFO : Epoch 1735 | loss: 0.0311688 | val_loss: 0.0311741 | Time: 2000.24 ms
[2021-11-23 22:24:26 main:581] : INFO : Epoch 1736 | loss: 0.0311693 | val_loss: 0.0311719 | Time: 2021.82 ms
[2021-11-23 22:24:28 main:581] : INFO : Epoch 1737 | loss: 0.0311686 | val_loss: 0.0311721 | Time: 2016.61 ms
[2021-11-23 22:24:30 main:581] : INFO : Epoch 1738 | loss: 0.0311695 | val_loss: 0.0311723 | Time: 1989.79 ms
[2021-11-23 22:24:32 main:581] : INFO : Epoch 1739 | loss: 0.0311699 | val_loss: 0.0311729 | Time: 2005.57 ms
[2021-11-23 22:24:34 main:581] : INFO : Epoch 1740 | loss: 0.0311693 | val_loss: 0.0311759 | Time: 1991.77 ms
[2021-11-23 22:24:36 main:581] : INFO : Epoch 1741 | loss: 0.0311701 | val_loss: 0.0311722 | Time: 1989.42 ms
[2021-11-23 22:24:38 main:581] : INFO : Epoch 1742 | loss: 0.0311696 | val_loss: 0.0311747 | Time: 2043.33 ms
[2021-11-23 22:24:41 main:581] : INFO : Epoch 1743 | loss: 0.0311697 | val_loss: 0.0311719 | Time: 2020.18 ms
[2021-11-23 22:24:43 main:581] : INFO : Epoch 1744 | loss: 0.0311684 | val_loss: 0.0311736 | Time: 2035.98 ms
[2021-11-23 22:24:45 main:581] : INFO : Epoch 1745 | loss: 0.0311695 | val_loss: 0.0311719 | Time: 2018.08 ms
[2021-11-23 22:24:47 main:581] : INFO : Epoch 1746 | loss: 0.0311689 | val_loss: 0.0311726 | Time: 2002.72 ms
[2021-11-23 22:24:49 main:581] : INFO : Epoch 1747 | loss: 0.0311691 | val_loss: 0.0311745 | Time: 2030.9 ms
[2021-11-23 22:24:51 main:581] : INFO : Epoch 1748 | loss: 0.0311737 | val_loss: 0.0311782 | Time: 2011.06 ms
[2021-11-23 22:24:53 main:581] : INFO : Epoch 1749 | loss: 0.0311697 | val_loss: 0.0311716 | Time: 2015.61 ms
[2021-11-23 22:24:55 main:581] : INFO : Epoch 1750 | loss: 0.0311677 | val_loss: 0.0311731 | Time: 2026.62 ms
[2021-11-23 22:24:57 main:581] : INFO : Epoch 1751 | loss: 0.031168 | val_loss: 0.0311735 | Time: 2037.33 ms
[2021-11-23 22:24:59 main:581] : INFO : Epoch 1752 | loss: 0.0311684 | val_loss: 0.0311747 | Time: 2021.31 ms
[2021-11-23 22:25:01 main:581] : INFO : Epoch 1753 | loss: 0.0311711 | val_loss: 0.0311801 | Time: 2012.44 ms
[2021-11-23 22:25:03 main:581] : INFO : Epoch 1754 | loss: 0.0311694 | val_loss: 0.0311737 | Time: 2031.72 ms
[2021-11-23 22:25:05 main:581] : INFO : Epoch 1755 | loss: 0.0311689 | val_loss: 0.0311715 | Time: 2013.71 ms
[2021-11-23 22:25:07 main:581] : INFO : Epoch 1756 | loss: 0.0311688 | val_loss: 0.0311747 | Time: 2020.6 ms
[2021-11-23 22:25:09 main:581] : INFO : Epoch 1757 | loss: 0.0311684 | val_loss: 0.0311715 | Time: 2048.43 ms
[2021-11-23 22:25:11 main:581] : INFO : Epoch 1758 | loss: 0.0311676 | val_loss: 0.0311717 | Time: 2036.66 ms
[2021-11-23 22:25:13 main:581] : INFO : Epoch 1759 | loss: 0.0311683 | val_loss: 0.0311723 | Time: 2035.27 ms
[2021-11-23 22:25:15 main:581] : INFO : Epoch 1760 | loss: 0.0311674 | val_loss: 0.0311725 | Time: 2048.79 ms
[2021-11-23 22:25:17 main:581] : INFO : Epoch 1761 | loss: 0.0311711 | val_loss: 0.0311728 | Time: 2039.18 ms
[2021-11-23 22:25:19 main:581] : INFO : Epoch 1762 | loss: 0.0311714 | val_loss: 0.031178 | Time: 2018.97 ms
[2021-11-23 22:25:21 main:581] : INFO : Epoch 1763 | loss: 0.0311685 | val_loss: 0.0311722 | Time: 2020.23 ms
[2021-11-23 22:25:23 main:581] : INFO : Epoch 1764 | loss: 0.031168 | val_loss: 0.0311737 | Time: 2005.69 ms
[2021-11-23 22:25:25 main:581] : INFO : Epoch 1765 | loss: 0.0311671 | val_loss: 0.0311738 | Time: 2004.83 ms
[2021-11-23 22:25:27 main:581] : INFO : Epoch 1766 | loss: 0.0311693 | val_loss: 0.0311718 | Time: 2008.26 ms
[2021-11-23 22:25:29 main:581] : INFO : Epoch 1767 | loss: 0.031171 | val_loss: 0.0311821 | Time: 1991.24 ms
[2021-11-23 22:25:31 main:581] : INFO : Epoch 1768 | loss: 0.0311691 | val_loss: 0.0311738 | Time: 2026.88 ms
[2021-11-23 22:25:33 main:581] : INFO : Epoch 1769 | loss: 0.0311674 | val_loss: 0.0311733 | Time: 1996.84 ms
[2021-11-23 22:25:35 main:581] : INFO : Epoch 1770 | loss: 0.0311664 | val_loss: 0.0311727 | Time: 2009.26 ms
[2021-11-23 22:25:37 main:581] : INFO : Epoch 1771 | loss: 0.0311662 | val_loss: 0.0311793 | Time: 2019.68 ms
[2021-11-23 22:25:39 main:581] : INFO : Epoch 1772 | loss: 0.0311684 | val_loss: 0.0311764 | Time: 2024.75 ms
[2021-11-23 22:25:41 main:581] : INFO : Epoch 1773 | loss: 0.0311676 | val_loss: 0.0311763 | Time: 2019.13 ms
[2021-11-23 22:25:43 main:581] : INFO : Epoch 1774 | loss: 0.0311674 | val_loss: 0.0311732 | Time: 2025.92 ms
[2021-11-23 22:25:45 main:581] : INFO : Epoch 1775 | loss: 0.0311672 | val_loss: 0.0311739 | Time: 2007.13 ms
[2021-11-23 22:25:47 main:581] : INFO : Epoch 1776 | loss: 0.0311665 | val_loss: 0.0311713 | Time: 2006.21 ms
[2021-11-23 22:25:49 main:581] : INFO : Epoch 1777 | loss: 0.0311656 | val_loss: 0.0311727 | Time: 2030.45 ms
[2021-11-23 22:25:51 main:581] : INFO : Epoch 1778 | loss: 0.031168 | val_loss: 0.0311777 | Time: 2029.24 ms
[2021-11-23 22:25:53 main:581] : INFO : Epoch 1779 | loss: 0.0311661 | val_loss: 0.0311731 | Time: 2004.22 ms
[2021-11-23 22:25:55 main:581] : INFO : Epoch 1780 | loss: 0.0311654 | val_loss: 0.0311729 | Time: 2018.6 ms
[2021-11-23 22:25:57 main:581] : INFO : Epoch 1781 | loss: 0.0311674 | val_loss: 0.0311744 | Time: 1995.77 ms
[2021-11-23 22:25:59 main:581] : INFO : Epoch 1782 | loss: 0.0311682 | val_loss: 0.0311731 | Time: 2007.82 ms
[2021-11-23 22:26:01 main:581] : INFO : Epoch 1783 | loss: 0.0311701 | val_loss: 0.031173 | Time: 1991.47 ms
[2021-11-23 22:26:03 main:581] : INFO : Epoch 1784 | loss: 0.031165 | val_loss: 0.0311728 | Time: 1986.71 ms
[2021-11-23 22:26:05 main:581] : INFO : Epoch 1785 | loss: 0.0311662 | val_loss: 0.0311746 | Time: 1990.63 ms
[2021-11-23 22:26:07 main:581] : INFO : Epoch 1786 | loss: 0.0311687 | val_loss: 0.0311813 | Time: 2001.91 ms
[2021-11-23 22:26:09 main:581] : INFO : Epoch 1787 | loss: 0.0311676 | val_loss: 0.0311725 | Time: 1994.34 ms
[2021-11-23 22:26:11 main:581] : INFO : Epoch 1788 | loss: 0.0311657 | val_loss: 0.0311789 | Time: 2018.23 ms
[2021-11-23 22:26:13 main:581] : INFO : Epoch 1789 | loss: 0.0311679 | val_loss: 0.0311807 | Time: 2010.65 ms
[2021-11-23 22:26:15 main:581] : INFO : Epoch 1790 | loss: 0.0311709 | val_loss: 0.0311834 | Time: 2013.62 ms
[2021-11-23 22:26:17 main:581] : INFO : Epoch 1791 | loss: 0.0311761 | val_loss: 0.0311882 | Time: 2008.87 ms
[2021-11-23 22:26:19 main:581] : INFO : Epoch 1792 | loss: 0.0311749 | val_loss: 0.0311775 | Time: 2043.64 ms
[2021-11-23 22:26:21 main:581] : INFO : Epoch 1793 | loss: 0.0311676 | val_loss: 0.0311734 | Time: 2000.02 ms
[2021-11-23 22:26:23 main:581] : INFO : Epoch 1794 | loss: 0.0311655 | val_loss: 0.031172 | Time: 2044.45 ms
[2021-11-23 22:26:25 main:581] : INFO : Epoch 1795 | loss: 0.0311644 | val_loss: 0.0311757 | Time: 2022.5 ms
[2021-11-23 22:26:27 main:581] : INFO : Epoch 1796 | loss: 0.0311674 | val_loss: 0.0311755 | Time: 2044.19 ms
[2021-11-23 22:26:29 main:581] : INFO : Epoch 1797 | loss: 0.0311688 | val_loss: 0.0311727 | Time: 2003.63 ms
[2021-11-23 22:26:31 main:581] : INFO : Epoch 1798 | loss: 0.031167 | val_loss: 0.0311734 | Time: 1989.07 ms
[2021-11-23 22:26:33 main:581] : INFO : Epoch 1799 | loss: 0.0311669 | val_loss: 0.0311796 | Time: 1987.07 ms
[2021-11-23 22:26:35 main:581] : INFO : Epoch 1800 | loss: 0.0311668 | val_loss: 0.0311737 | Time: 2021.39 ms
[2021-11-23 22:26:37 main:581] : INFO : Epoch 1801 | loss: 0.0311679 | val_loss: 0.031192 | Time: 2015.88 ms
[2021-11-23 22:26:39 main:581] : INFO : Epoch 1802 | loss: 0.03117 | val_loss: 0.031178 | Time: 1995.31 ms
[2021-11-23 22:26:41 main:581] : INFO : Epoch 1803 | loss: 0.0311665 | val_loss: 0.0311743 | Time: 2000.09 ms
[2021-11-23 22:26:43 main:581] : INFO : Epoch 1804 | loss: 0.0311645 | val_loss: 0.031175 | Time: 2023.31 ms
[2021-11-23 22:26:45 main:581] : INFO : Epoch 1805 | loss: 0.0311647 | val_loss: 0.0311793 | Time: 2006.48 ms
[2021-11-23 22:26:47 main:581] : INFO : Epoch 1806 | loss: 0.0311644 | val_loss: 0.0311755 | Time: 2008.04 ms
[2021-11-23 22:26:49 main:581] : INFO : Epoch 1807 | loss: 0.0311651 | val_loss: 0.0311778 | Time: 1990.71 ms
[2021-11-23 22:26:51 main:581] : INFO : Epoch 1808 | loss: 0.0311664 | val_loss: 0.0311755 | Time: 1997.31 ms
[2021-11-23 22:26:54 main:581] : INFO : Epoch 1809 | loss: 0.0311636 | val_loss: 0.031173 | Time: 2024.62 ms
[2021-11-23 22:26:56 main:581] : INFO : Epoch 1810 | loss: 0.0311629 | val_loss: 0.0311747 | Time: 2073.25 ms
[2021-11-23 22:26:58 main:581] : INFO : Epoch 1811 | loss: 0.0311648 | val_loss: 0.0311747 | Time: 2037.8 ms
[2021-11-23 22:27:00 main:581] : INFO : Epoch 1812 | loss: 0.031163 | val_loss: 0.0311749 | Time: 2003.1 ms
[2021-11-23 22:27:02 main:581] : INFO : Epoch 1813 | loss: 0.0311676 | val_loss: 0.0311781 | Time: 2006.98 ms
[2021-11-23 22:27:04 main:581] : INFO : Epoch 1814 | loss: 0.0311646 | val_loss: 0.0311777 | Time: 1995.45 ms
[2021-11-23 22:27:06 main:581] : INFO : Epoch 1815 | loss: 0.0311633 | val_loss: 0.0311788 | Time: 2013.45 ms
[2021-11-23 22:27:08 main:581] : INFO : Epoch 1816 | loss: 0.0311637 | val_loss: 0.031176 | Time: 2041.9 ms
[2021-11-23 22:27:10 main:581] : INFO : Epoch 1817 | loss: 0.0311643 | val_loss: 0.0311782 | Time: 2012.44 ms
[2021-11-23 22:27:12 main:581] : INFO : Epoch 1818 | loss: 0.0311634 | val_loss: 0.0311757 | Time: 2024.64 ms
[2021-11-23 22:27:14 main:581] : INFO : Epoch 1819 | loss: 0.0311639 | val_loss: 0.0311779 | Time: 2003.62 ms
[2021-11-23 22:27:16 main:581] : INFO : Epoch 1820 | loss: 0.0311687 | val_loss: 0.0311743 | Time: 2004.06 ms
[2021-11-23 22:27:18 main:581] : INFO : Epoch 1821 | loss: 0.0311653 | val_loss: 0.0311735 | Time: 1995.9 ms
[2021-11-23 22:27:20 main:581] : INFO : Epoch 1822 | loss: 0.0311653 | val_loss: 0.0311759 | Time: 2010.28 ms
[2021-11-23 22:27:22 main:581] : INFO : Epoch 1823 | loss: 0.031166 | val_loss: 0.0311762 | Time: 2035.5 ms
[2021-11-23 22:27:24 main:581] : INFO : Epoch 1824 | loss: 0.0311657 | val_loss: 0.0311755 | Time: 2001.04 ms
[2021-11-23 22:27:26 main:581] : INFO : Epoch 1825 | loss: 0.0311667 | val_loss: 0.0311738 | Time: 2017.06 ms
[2021-11-23 22:27:28 main:581] : INFO : Epoch 1826 | loss: 0.0311671 | val_loss: 0.0311769 | Time: 2039.82 ms
[2021-11-23 22:27:30 main:581] : INFO : Epoch 1827 | loss: 0.0311642 | val_loss: 0.0311747 | Time: 2031.7 ms
[2021-11-23 22:27:32 main:581] : INFO : Epoch 1828 | loss: 0.0311641 | val_loss: 0.0311733 | Time: 2037.45 ms
[2021-11-23 22:27:34 main:581] : INFO : Epoch 1829 | loss: 0.0311633 | val_loss: 0.0311743 | Time: 2015.86 ms
[2021-11-23 22:27:36 main:581] : INFO : Epoch 1830 | loss: 0.0311625 | val_loss: 0.0311772 | Time: 2008.41 ms
[2021-11-23 22:27:38 main:581] : INFO : Epoch 1831 | loss: 0.0311648 | val_loss: 0.031177 | Time: 2004.97 ms
[2021-11-23 22:27:40 main:581] : INFO : Epoch 1832 | loss: 0.0311653 | val_loss: 0.0311767 | Time: 2018.44 ms
[2021-11-23 22:27:42 main:581] : INFO : Epoch 1833 | loss: 0.0311679 | val_loss: 0.0311747 | Time: 2009 ms
[2021-11-23 22:27:44 main:581] : INFO : Epoch 1834 | loss: 0.0311639 | val_loss: 0.0311753 | Time: 2001.81 ms
[2021-11-23 22:27:46 main:581] : INFO : Epoch 1835 | loss: 0.031165 | val_loss: 0.0311742 | Time: 2003.17 ms
[2021-11-23 22:27:48 main:581] : INFO : Epoch 1836 | loss: 0.0311619 | val_loss: 0.0311748 | Time: 2018.6 ms
[2021-11-23 22:27:50 main:581] : INFO : Epoch 1837 | loss: 0.0311631 | val_loss: 0.0311771 | Time: 2035.51 ms
[2021-11-23 22:27:52 main:581] : INFO : Epoch 1838 | loss: 0.0311641 | val_loss: 0.0311746 | Time: 2044.03 ms
[2021-11-23 22:27:54 main:581] : INFO : Epoch 1839 | loss: 0.0311637 | val_loss: 0.0311737 | Time: 2017.64 ms
[2021-11-23 22:27:56 main:581] : INFO : Epoch 1840 | loss: 0.0311656 | val_loss: 0.0311729 | Time: 2011.79 ms
[2021-11-23 22:27:58 main:581] : INFO : Epoch 1841 | loss: 0.0311646 | val_loss: 0.0311743 | Time: 2013.08 ms
[2021-11-23 22:28:00 main:581] : INFO : Epoch 1842 | loss: 0.031165 | val_loss: 0.0311741 | Time: 2008.75 ms
[2021-11-23 22:28:02 main:581] : INFO : Epoch 1843 | loss: 0.0311634 | val_loss: 0.031179 | Time: 2046.87 ms
[2021-11-23 22:28:04 main:581] : INFO : Epoch 1844 | loss: 0.0311611 | val_loss: 0.0311753 | Time: 2022.64 ms
[2021-11-23 22:28:06 main:581] : INFO : Epoch 1845 | loss: 0.0311625 | val_loss: 0.031178 | Time: 2067.82 ms
[2021-11-23 22:28:08 main:581] : INFO : Epoch 1846 | loss: 0.0311624 | val_loss: 0.0311771 | Time: 2003.67 ms
[2021-11-23 22:28:10 main:581] : INFO : Epoch 1847 | loss: 0.0311622 | val_loss: 0.0311746 | Time: 2011.6 ms
[2021-11-23 22:28:12 main:581] : INFO : Epoch 1848 | loss: 0.0311611 | val_loss: 0.0311838 | Time: 2003.57 ms
[2021-11-23 22:28:14 main:581] : INFO : Epoch 1849 | loss: 0.0311623 | val_loss: 0.0311745 | Time: 2015.19 ms
[2021-11-23 22:28:16 main:581] : INFO : Epoch 1850 | loss: 0.0311613 | val_loss: 0.031177 | Time: 2018.43 ms
[2021-11-23 22:28:18 main:581] : INFO : Epoch 1851 | loss: 0.0311637 | val_loss: 0.0311832 | Time: 2017.91 ms
[2021-11-23 22:28:20 main:581] : INFO : Epoch 1852 | loss: 0.0311635 | val_loss: 0.0311753 | Time: 2033.61 ms
[2021-11-23 22:28:22 main:581] : INFO : Epoch 1853 | loss: 0.0311602 | val_loss: 0.03118 | Time: 1993.56 ms
[2021-11-23 22:28:24 main:581] : INFO : Epoch 1854 | loss: 0.0311608 | val_loss: 0.0311808 | Time: 2039.51 ms
[2021-11-23 22:28:26 main:581] : INFO : Epoch 1855 | loss: 0.0311617 | val_loss: 0.0311877 | Time: 2021.21 ms
[2021-11-23 22:28:28 main:581] : INFO : Epoch 1856 | loss: 0.0311647 | val_loss: 0.0311765 | Time: 2018.87 ms
[2021-11-23 22:28:30 main:581] : INFO : Epoch 1857 | loss: 0.0311633 | val_loss: 0.0311751 | Time: 2020.23 ms
[2021-11-23 22:28:32 main:581] : INFO : Epoch 1858 | loss: 0.0311624 | val_loss: 0.0311747 | Time: 2003.29 ms
[2021-11-23 22:28:35 main:581] : INFO : Epoch 1859 | loss: 0.0311617 | val_loss: 0.0311793 | Time: 2048.96 ms
[2021-11-23 22:28:37 main:581] : INFO : Epoch 1860 | loss: 0.0311615 | val_loss: 0.0311775 | Time: 2000.82 ms
[2021-11-23 22:28:39 main:581] : INFO : Epoch 1861 | loss: 0.031162 | val_loss: 0.0311804 | Time: 2049.18 ms
[2021-11-23 22:28:41 main:581] : INFO : Epoch 1862 | loss: 0.0311633 | val_loss: 0.0311749 | Time: 2037.11 ms
[2021-11-23 22:28:43 main:581] : INFO : Epoch 1863 | loss: 0.0311637 | val_loss: 0.0311754 | Time: 1986.98 ms
[2021-11-23 22:28:45 main:581] : INFO : Epoch 1864 | loss: 0.0311648 | val_loss: 0.0311852 | Time: 1988.36 ms
[2021-11-23 22:28:47 main:581] : INFO : Epoch 1865 | loss: 0.031168 | val_loss: 0.0311883 | Time: 2024.5 ms
[2021-11-23 22:28:49 main:581] : INFO : Epoch 1866 | loss: 0.0336061 | val_loss: 0.0351766 | Time: 2018.77 ms
[2021-11-23 22:28:51 main:581] : INFO : Epoch 1867 | loss: 0.0322856 | val_loss: 0.0315117 | Time: 2008.37 ms
[2021-11-23 22:28:53 main:581] : INFO : Epoch 1868 | loss: 0.0313346 | val_loss: 0.0312466 | Time: 1993.66 ms
[2021-11-23 22:28:55 main:581] : INFO : Epoch 1869 | loss: 0.0312157 | val_loss: 0.0311899 | Time: 2030.12 ms
[2021-11-23 22:28:57 main:581] : INFO : Epoch 1870 | loss: 0.0311837 | val_loss: 0.0311783 | Time: 2023.25 ms
[2021-11-23 22:28:59 main:581] : INFO : Epoch 1871 | loss: 0.031176 | val_loss: 0.0311729 | Time: 2008.94 ms
[2021-11-23 22:29:01 main:581] : INFO : Epoch 1872 | loss: 0.0311723 | val_loss: 0.0311744 | Time: 2006.41 ms
[2021-11-23 22:29:03 main:581] : INFO : Epoch 1873 | loss: 0.0311676 | val_loss: 0.0311756 | Time: 2001.02 ms
[2021-11-23 22:29:05 main:581] : INFO : Epoch 1874 | loss: 0.0311667 | val_loss: 0.03118 | Time: 2010.85 ms
[2021-11-23 22:29:07 main:581] : INFO : Epoch 1875 | loss: 0.0311673 | val_loss: 0.031178 | Time: 2025.7 ms
[2021-11-23 22:29:09 main:581] : INFO : Epoch 1876 | loss: 0.0311661 | val_loss: 0.0311752 | Time: 2036.12 ms
[2021-11-23 22:29:11 main:581] : INFO : Epoch 1877 | loss: 0.031164 | val_loss: 0.0311746 | Time: 2010.87 ms
[2021-11-23 22:29:13 main:581] : INFO : Epoch 1878 | loss: 0.0311625 | val_loss: 0.0311736 | Time: 1991.76 ms
[2021-11-23 22:29:15 main:581] : INFO : Epoch 1879 | loss: 0.0311626 | val_loss: 0.0311755 | Time: 1999.76 ms
[2021-11-23 22:29:17 main:581] : INFO : Epoch 1880 | loss: 0.0311634 | val_loss: 0.031175 | Time: 2009.84 ms
[2021-11-23 22:29:19 main:581] : INFO : Epoch 1881 | loss: 0.0311631 | val_loss: 0.0311746 | Time: 1984.67 ms
[2021-11-23 22:29:21 main:581] : INFO : Epoch 1882 | loss: 0.0311626 | val_loss: 0.0311733 | Time: 1979.47 ms
[2021-11-23 22:29:23 main:581] : INFO : Epoch 1883 | loss: 0.031163 | val_loss: 0.0311727 | Time: 1971.44 ms
[2021-11-23 22:29:25 main:581] : INFO : Epoch 1884 | loss: 0.0311631 | val_loss: 0.0311741 | Time: 1977.49 ms
[2021-11-23 22:29:27 main:581] : INFO : Epoch 1885 | loss: 0.0311641 | val_loss: 0.0311741 | Time: 1996.27 ms
[2021-11-23 22:29:29 main:581] : INFO : Epoch 1886 | loss: 0.0311675 | val_loss: 0.0311715 | Time: 1976.33 ms
[2021-11-23 22:29:31 main:581] : INFO : Epoch 1887 | loss: 0.0311674 | val_loss: 0.0311717 | Time: 2005.3 ms
[2021-11-23 22:29:33 main:581] : INFO : Epoch 1888 | loss: 0.0311663 | val_loss: 0.031171 | Time: 1989.19 ms
[2021-11-23 22:29:35 main:581] : INFO : Epoch 1889 | loss: 0.0311652 | val_loss: 0.0311721 | Time: 1999.06 ms
[2021-11-23 22:29:37 main:581] : INFO : Epoch 1890 | loss: 0.0311668 | val_loss: 0.0311721 | Time: 1987.4 ms
[2021-11-23 22:29:39 main:581] : INFO : Epoch 1891 | loss: 0.031166 | val_loss: 0.0311705 | Time: 1977.91 ms
[2021-11-23 22:29:41 main:581] : INFO : Epoch 1892 | loss: 0.0311641 | val_loss: 0.0311715 | Time: 2028.7 ms
[2021-11-23 22:29:43 main:581] : INFO : Epoch 1893 | loss: 0.0311632 | val_loss: 0.0311708 | Time: 2001.46 ms
[2021-11-23 22:29:45 main:581] : INFO : Epoch 1894 | loss: 0.0311647 | val_loss: 0.0311714 | Time: 2019.66 ms
[2021-11-23 22:29:47 main:581] : INFO : Epoch 1895 | loss: 0.0311631 | val_loss: 0.0311708 | Time: 2016.67 ms
[2021-11-23 22:29:49 main:581] : INFO : Epoch 1896 | loss: 0.0311629 | val_loss: 0.0311715 | Time: 1986.07 ms
[2021-11-23 22:29:51 main:581] : INFO : Epoch 1897 | loss: 0.031162 | val_loss: 0.0311722 | Time: 2001.22 ms
[2021-11-23 22:29:53 main:581] : INFO : Epoch 1898 | loss: 0.031162 | val_loss: 0.0311715 | Time: 1988.56 ms
[2021-11-23 22:29:55 main:581] : INFO : Epoch 1899 | loss: 0.0311621 | val_loss: 0.0311712 | Time: 2014.65 ms
[2021-11-23 22:29:57 main:581] : INFO : Epoch 1900 | loss: 0.0311616 | val_loss: 0.0311701 | Time: 2014.4 ms
[2021-11-23 22:29:59 main:581] : INFO : Epoch 1901 | loss: 0.0311616 | val_loss: 0.0311695 | Time: 2010.52 ms
[2021-11-23 22:30:01 main:581] : INFO : Epoch 1902 | loss: 0.031162 | val_loss: 0.0311737 | Time: 1990.23 ms
[2021-11-23 22:30:03 main:581] : INFO : Epoch 1903 | loss: 0.0311635 | val_loss: 0.0311749 | Time: 2054.63 ms
[2021-11-23 22:30:05 main:581] : INFO : Epoch 1904 | loss: 0.031162 | val_loss: 0.0311704 | Time: 2012.62 ms
[2021-11-23 22:30:07 main:581] : INFO : Epoch 1905 | loss: 0.0311619 | val_loss: 0.0311735 | Time: 2022.83 ms
[2021-11-23 22:30:09 main:581] : INFO : Epoch 1906 | loss: 0.0311628 | val_loss: 0.0311724 | Time: 2006.1 ms
[2021-11-23 22:30:11 main:581] : INFO : Epoch 1907 | loss: 0.0311637 | val_loss: 0.0311719 | Time: 2010.48 ms
[2021-11-23 22:30:13 main:581] : INFO : Epoch 1908 | loss: 0.0311626 | val_loss: 0.031173 | Time: 2021.57 ms
[2021-11-23 22:30:15 main:581] : INFO : Epoch 1909 | loss: 0.0311612 | val_loss: 0.0311725 | Time: 2062.65 ms
[2021-11-23 22:30:17 main:581] : INFO : Epoch 1910 | loss: 0.0311617 | val_loss: 0.0311691 | Time: 2032.44 ms
[2021-11-23 22:30:19 main:581] : INFO : Epoch 1911 | loss: 0.0311631 | val_loss: 0.0311736 | Time: 2030.79 ms
[2021-11-23 22:30:21 main:581] : INFO : Epoch 1912 | loss: 0.0311625 | val_loss: 0.0311712 | Time: 2013.75 ms
[2021-11-23 22:30:23 main:581] : INFO : Epoch 1913 | loss: 0.0311609 | val_loss: 0.0311685 | Time: 2034.43 ms
[2021-11-23 22:30:25 main:581] : INFO : Epoch 1914 | loss: 0.0311622 | val_loss: 0.0311737 | Time: 2016.34 ms
[2021-11-23 22:30:27 main:581] : INFO : Epoch 1915 | loss: 0.0311617 | val_loss: 0.0311712 | Time: 2021.78 ms
[2021-11-23 22:30:29 main:581] : INFO : Epoch 1916 | loss: 0.0311664 | val_loss: 0.0311757 | Time: 1993.22 ms
[2021-11-23 22:30:31 main:581] : INFO : Epoch 1917 | loss: 0.0311681 | val_loss: 0.0311704 | Time: 2029.38 ms
[2021-11-23 22:30:33 main:581] : INFO : Epoch 1918 | loss: 0.0311661 | val_loss: 0.0311691 | Time: 2004.97 ms
[2021-11-23 22:30:35 main:581] : INFO : Epoch 1919 | loss: 0.0311653 | val_loss: 0.03117 | Time: 1997.22 ms
[2021-11-23 22:30:37 main:581] : INFO : Epoch 1920 | loss: 0.0311663 | val_loss: 0.0311703 | Time: 1997.53 ms
[2021-11-23 22:30:39 main:581] : INFO : Epoch 1921 | loss: 0.0311663 | val_loss: 0.0311706 | Time: 1984.37 ms
[2021-11-23 22:30:41 main:581] : INFO : Epoch 1922 | loss: 0.0311646 | val_loss: 0.0311701 | Time: 1994.12 ms
[2021-11-23 22:30:43 main:581] : INFO : Epoch 1923 | loss: 0.0311639 | val_loss: 0.0311689 | Time: 1980.31 ms
[2021-11-23 22:30:45 main:581] : INFO : Epoch 1924 | loss: 0.0311637 | val_loss: 0.0311696 | Time: 1982.98 ms
[2021-11-23 22:30:47 main:581] : INFO : Epoch 1925 | loss: 0.0311635 | val_loss: 0.0311704 | Time: 2024 ms
[2021-11-23 22:30:49 main:581] : INFO : Epoch 1926 | loss: 0.0311639 | val_loss: 0.0311705 | Time: 1978.28 ms
[2021-11-23 22:30:51 main:581] : INFO : Epoch 1927 | loss: 0.0311636 | val_loss: 0.0311741 | Time: 2020.99 ms
[2021-11-23 22:30:53 main:581] : INFO : Epoch 1928 | loss: 0.0311658 | val_loss: 0.0311754 | Time: 2024.95 ms
[2021-11-23 22:30:55 main:581] : INFO : Epoch 1929 | loss: 0.0311634 | val_loss: 0.0311719 | Time: 2012.54 ms
[2021-11-23 22:30:57 main:581] : INFO : Epoch 1930 | loss: 0.0311624 | val_loss: 0.0311706 | Time: 2030.25 ms
[2021-11-23 22:30:59 main:581] : INFO : Epoch 1931 | loss: 0.0311631 | val_loss: 0.0311744 | Time: 2030.67 ms
[2021-11-23 22:31:01 main:581] : INFO : Epoch 1932 | loss: 0.0311648 | val_loss: 0.0311732 | Time: 2007.55 ms
[2021-11-23 22:31:03 main:581] : INFO : Epoch 1933 | loss: 0.0311619 | val_loss: 0.0311719 | Time: 2009.13 ms
[2021-11-23 22:31:05 main:581] : INFO : Epoch 1934 | loss: 0.0311628 | val_loss: 0.0311706 | Time: 2029.84 ms
[2021-11-23 22:31:07 main:581] : INFO : Epoch 1935 | loss: 0.031162 | val_loss: 0.0311713 | Time: 2025.85 ms
[2021-11-23 22:31:09 main:581] : INFO : Epoch 1936 | loss: 0.031162 | val_loss: 0.0311718 | Time: 1995.58 ms
[2021-11-23 22:31:11 main:581] : INFO : Epoch 1937 | loss: 0.0311621 | val_loss: 0.0311718 | Time: 2006.25 ms
[2021-11-23 22:31:13 main:581] : INFO : Epoch 1938 | loss: 0.0311609 | val_loss: 0.0311707 | Time: 2018.77 ms
[2021-11-23 22:31:15 main:581] : INFO : Epoch 1939 | loss: 0.0311609 | val_loss: 0.0311719 | Time: 2011.79 ms
[2021-11-23 22:31:17 main:581] : INFO : Epoch 1940 | loss: 0.0311612 | val_loss: 0.0311714 | Time: 2014.46 ms
[2021-11-23 22:31:19 main:581] : INFO : Epoch 1941 | loss: 0.0311611 | val_loss: 0.0311705 | Time: 2029.53 ms
[2021-11-23 22:31:21 main:581] : INFO : Epoch 1942 | loss: 0.0311622 | val_loss: 0.0311732 | Time: 2020.85 ms
[2021-11-23 22:31:23 main:581] : INFO : Epoch 1943 | loss: 0.031164 | val_loss: 0.0311691 | Time: 2002.9 ms
[2021-11-23 22:31:25 main:581] : INFO : Epoch 1944 | loss: 0.0311603 | val_loss: 0.0311737 | Time: 1996.52 ms
[2021-11-23 22:31:27 main:581] : INFO : Epoch 1945 | loss: 0.0311616 | val_loss: 0.0311722 | Time: 2012.31 ms
[2021-11-23 22:31:29 main:581] : INFO : Epoch 1946 | loss: 0.03116 | val_loss: 0.031172 | Time: 1995.55 ms
[2021-11-23 22:31:31 main:581] : INFO : Epoch 1947 | loss: 0.0311611 | val_loss: 0.0311703 | Time: 1991.4 ms
[2021-11-23 22:31:33 main:581] : INFO : Epoch 1948 | loss: 0.031161 | val_loss: 0.0311716 | Time: 2019.22 ms
[2021-11-23 22:31:35 main:581] : INFO : Epoch 1949 | loss: 0.031161 | val_loss: 0.0311709 | Time: 2009.92 ms
[2021-11-23 22:31:37 main:581] : INFO : Epoch 1950 | loss: 0.0311598 | val_loss: 0.0311723 | Time: 2034.41 ms
[2021-11-23 22:31:39 main:581] : INFO : Epoch 1951 | loss: 0.0311597 | val_loss: 0.0311727 | Time: 2009.45 ms
[2021-11-23 22:31:41 main:581] : INFO : Epoch 1952 | loss: 0.0311616 | val_loss: 0.0311747 | Time: 2003.12 ms
[2021-11-23 22:31:43 main:581] : INFO : Epoch 1953 | loss: 0.031163 | val_loss: 0.0311724 | Time: 2027.39 ms
[2021-11-23 22:31:45 main:581] : INFO : Epoch 1954 | loss: 0.0311604 | val_loss: 0.0311726 | Time: 2013.86 ms
[2021-11-23 22:31:47 main:581] : INFO : Epoch 1955 | loss: 0.0311595 | val_loss: 0.031173 | Time: 2009.11 ms
[2021-11-23 22:31:49 main:581] : INFO : Epoch 1956 | loss: 0.0311602 | val_loss: 0.0311739 | Time: 1998.21 ms
[2021-11-23 22:31:51 main:581] : INFO : Epoch 1957 | loss: 0.0311605 | val_loss: 0.0311794 | Time: 2002.56 ms
[2021-11-23 22:31:53 main:581] : INFO : Epoch 1958 | loss: 0.031161 | val_loss: 0.0311777 | Time: 2022.18 ms
[2021-11-23 22:31:55 main:581] : INFO : Epoch 1959 | loss: 0.0311614 | val_loss: 0.031178 | Time: 2004.48 ms
[2021-11-23 22:31:57 main:581] : INFO : Epoch 1960 | loss: 0.0311603 | val_loss: 0.0311723 | Time: 2019.18 ms
[2021-11-23 22:31:59 main:581] : INFO : Epoch 1961 | loss: 0.0311585 | val_loss: 0.031173 | Time: 2007.35 ms
[2021-11-23 22:32:01 main:581] : INFO : Epoch 1962 | loss: 0.0311592 | val_loss: 0.031175 | Time: 1999.89 ms
[2021-11-23 22:32:03 main:581] : INFO : Epoch 1963 | loss: 0.0311581 | val_loss: 0.0311734 | Time: 1999.04 ms
[2021-11-23 22:32:06 main:581] : INFO : Epoch 1964 | loss: 0.0311587 | val_loss: 0.0311716 | Time: 2027.97 ms
[2021-11-23 22:32:08 main:581] : INFO : Epoch 1965 | loss: 0.0311575 | val_loss: 0.0311742 | Time: 2003.96 ms
[2021-11-23 22:32:10 main:581] : INFO : Epoch 1966 | loss: 0.0311573 | val_loss: 0.0311733 | Time: 2009.87 ms
[2021-11-23 22:32:12 main:581] : INFO : Epoch 1967 | loss: 0.0311569 | val_loss: 0.0311728 | Time: 2000.89 ms
[2021-11-23 22:32:14 main:581] : INFO : Epoch 1968 | loss: 0.0311576 | val_loss: 0.0311757 | Time: 1987.39 ms
[2021-11-23 22:32:16 main:581] : INFO : Epoch 1969 | loss: 0.0311586 | val_loss: 0.0311743 | Time: 1998.14 ms
[2021-11-23 22:32:18 main:581] : INFO : Epoch 1970 | loss: 0.0311597 | val_loss: 0.0311716 | Time: 2007.43 ms
[2021-11-23 22:32:20 main:581] : INFO : Epoch 1971 | loss: 0.0311582 | val_loss: 0.0311756 | Time: 1989.59 ms
[2021-11-23 22:32:22 main:581] : INFO : Epoch 1972 | loss: 0.0311578 | val_loss: 0.0311736 | Time: 1998.5 ms
[2021-11-23 22:32:24 main:581] : INFO : Epoch 1973 | loss: 0.0311575 | val_loss: 0.0311731 | Time: 1995.07 ms
[2021-11-23 22:32:26 main:581] : INFO : Epoch 1974 | loss: 0.0311565 | val_loss: 0.0311746 | Time: 2028.96 ms
[2021-11-23 22:32:28 main:581] : INFO : Epoch 1975 | loss: 0.0311596 | val_loss: 0.0311751 | Time: 2025.04 ms
[2021-11-23 22:32:30 main:581] : INFO : Epoch 1976 | loss: 0.0311581 | val_loss: 0.0311777 | Time: 2006.15 ms
[2021-11-23 22:32:32 main:581] : INFO : Epoch 1977 | loss: 0.0311584 | val_loss: 0.0311725 | Time: 2027.11 ms
[2021-11-23 22:32:34 main:581] : INFO : Epoch 1978 | loss: 0.0311574 | val_loss: 0.0311732 | Time: 1992.54 ms
[2021-11-23 22:32:36 main:581] : INFO : Epoch 1979 | loss: 0.0311593 | val_loss: 0.0311744 | Time: 2004.43 ms
[2021-11-23 22:32:38 main:581] : INFO : Epoch 1980 | loss: 0.0311577 | val_loss: 0.0311752 | Time: 2028.55 ms
[2021-11-23 22:32:40 main:581] : INFO : Epoch 1981 | loss: 0.0311607 | val_loss: 0.0311726 | Time: 2013.42 ms
[2021-11-23 22:32:42 main:581] : INFO : Epoch 1982 | loss: 0.0311633 | val_loss: 0.0311747 | Time: 1990.33 ms
[2021-11-23 22:32:44 main:581] : INFO : Epoch 1983 | loss: 0.0311596 | val_loss: 0.0311728 | Time: 2005.39 ms
[2021-11-23 22:32:46 main:581] : INFO : Epoch 1984 | loss: 0.0311582 | val_loss: 0.031175 | Time: 2005.42 ms
[2021-11-23 22:32:48 main:581] : INFO : Epoch 1985 | loss: 0.0311573 | val_loss: 0.0311739 | Time: 2051.21 ms
[2021-11-23 22:32:50 main:581] : INFO : Epoch 1986 | loss: 0.0311555 | val_loss: 0.0311719 | Time: 2039.89 ms
[2021-11-23 22:32:52 main:581] : INFO : Epoch 1987 | loss: 0.0311563 | val_loss: 0.0311751 | Time: 2054.71 ms
[2021-11-23 22:32:54 main:581] : INFO : Epoch 1988 | loss: 0.0311566 | val_loss: 0.0311759 | Time: 2042 ms
[2021-11-23 22:32:56 main:581] : INFO : Epoch 1989 | loss: 0.0311579 | val_loss: 0.0311753 | Time: 2055.02 ms
[2021-11-23 22:32:58 main:581] : INFO : Epoch 1990 | loss: 0.0311576 | val_loss: 0.031175 | Time: 2050.06 ms
[2021-11-23 22:33:00 main:581] : INFO : Epoch 1991 | loss: 0.0311583 | val_loss: 0.0311766 | Time: 2064.21 ms
[2021-11-23 22:33:02 main:581] : INFO : Epoch 1992 | loss: 0.0311574 | val_loss: 0.0311767 | Time: 2046.12 ms
[2021-11-23 22:33:04 main:581] : INFO : Epoch 1993 | loss: 0.0311599 | val_loss: 0.0311746 | Time: 2008.07 ms
[2021-11-23 22:33:06 main:581] : INFO : Epoch 1994 | loss: 0.0311633 | val_loss: 0.0311741 | Time: 2026.96 ms
[2021-11-23 22:33:08 main:581] : INFO : Epoch 1995 | loss: 0.0311618 | val_loss: 0.0311727 | Time: 2032.23 ms
[2021-11-23 22:33:10 main:581] : INFO : Epoch 1996 | loss: 0.0311598 | val_loss: 0.0311731 | Time: 2014.94 ms
[2021-11-23 22:33:12 main:581] : INFO : Epoch 1997 | loss: 0.0311589 | val_loss: 0.0311705 | Time: 2043.06 ms
[2021-11-23 22:33:14 main:581] : INFO : Epoch 1998 | loss: 0.0311584 | val_loss: 0.031174 | Time: 2034.04 ms
[2021-11-23 22:33:16 main:581] : INFO : Epoch 1999 | loss: 0.0311581 | val_loss: 0.0311722 | Time: 2031.87 ms
[2021-11-23 22:33:18 main:581] : INFO : Epoch 2000 | loss: 0.0311585 | val_loss: 0.0311724 | Time: 2008.24 ms
[2021-11-23 22:33:20 main:581] : INFO : Epoch 2001 | loss: 0.0311588 | val_loss: 0.0311734 | Time: 2010.84 ms
[2021-11-23 22:33:22 main:581] : INFO : Epoch 2002 | loss: 0.0311588 | val_loss: 0.0311771 | Time: 2020.96 ms
[2021-11-23 22:33:24 main:581] : INFO : Epoch 2003 | loss: 0.031159 | val_loss: 0.0311763 | Time: 1999.31 ms
[2021-11-23 22:33:26 main:581] : INFO : Epoch 2004 | loss: 0.0311587 | val_loss: 0.0311794 | Time: 2022.56 ms
[2021-11-23 22:33:28 main:581] : INFO : Epoch 2005 | loss: 0.0311585 | val_loss: 0.0311709 | Time: 2012.5 ms
[2021-11-23 22:33:30 main:581] : INFO : Epoch 2006 | loss: 0.031159 | val_loss: 0.0311717 | Time: 2012.43 ms
[2021-11-23 22:33:32 main:581] : INFO : Epoch 2007 | loss: 0.0311593 | val_loss: 0.0311723 | Time: 2052.2 ms
[2021-11-23 22:33:34 main:581] : INFO : Epoch 2008 | loss: 0.0311594 | val_loss: 0.0311762 | Time: 2026.9 ms
[2021-11-23 22:33:36 main:581] : INFO : Epoch 2009 | loss: 0.0311674 | val_loss: 0.0311751 | Time: 2022.48 ms
[2021-11-23 22:33:38 main:581] : INFO : Epoch 2010 | loss: 0.0311701 | val_loss: 0.0311705 | Time: 2045.99 ms
[2021-11-23 22:33:41 main:581] : INFO : Epoch 2011 | loss: 0.0311708 | val_loss: 0.0311767 | Time: 2040.39 ms
[2021-11-23 22:33:43 main:581] : INFO : Epoch 2012 | loss: 0.0311693 | val_loss: 0.0311727 | Time: 2018.93 ms
[2021-11-23 22:33:45 main:581] : INFO : Epoch 2013 | loss: 0.0311677 | val_loss: 0.0311714 | Time: 2031.18 ms
[2021-11-23 22:33:47 main:581] : INFO : Epoch 2014 | loss: 0.0311665 | val_loss: 0.0311705 | Time: 2012.51 ms
[2021-11-23 22:33:49 main:581] : INFO : Epoch 2015 | loss: 0.0311683 | val_loss: 0.0311726 | Time: 2021.29 ms
[2021-11-23 22:33:51 main:581] : INFO : Epoch 2016 | loss: 0.0311691 | val_loss: 0.0311723 | Time: 1996.53 ms
[2021-11-23 22:33:53 main:581] : INFO : Epoch 2017 | loss: 0.0311676 | val_loss: 0.0311708 | Time: 2017.45 ms
[2021-11-23 22:33:55 main:581] : INFO : Epoch 2018 | loss: 0.0311678 | val_loss: 0.0311737 | Time: 2002.89 ms
[2021-11-23 22:33:57 main:581] : INFO : Epoch 2019 | loss: 0.0311684 | val_loss: 0.0311695 | Time: 2000.15 ms
[2021-11-23 22:33:59 main:581] : INFO : Epoch 2020 | loss: 0.0311693 | val_loss: 0.031169 | Time: 1996.09 ms
[2021-11-23 22:34:01 main:581] : INFO : Epoch 2021 | loss: 0.0311707 | val_loss: 0.0311741 | Time: 2004.15 ms
[2021-11-23 22:34:03 main:581] : INFO : Epoch 2022 | loss: 0.0311697 | val_loss: 0.0311678 | Time: 1991.43 ms
[2021-11-23 22:34:05 main:581] : INFO : Epoch 2023 | loss: 0.0311674 | val_loss: 0.0311693 | Time: 2042.6 ms
[2021-11-23 22:34:07 main:581] : INFO : Epoch 2024 | loss: 0.0311707 | val_loss: 0.0311728 | Time: 2039.41 ms
[2021-11-23 22:34:09 main:581] : INFO : Epoch 2025 | loss: 0.0311728 | val_loss: 0.0311713 | Time: 2018.32 ms
[2021-11-23 22:34:11 main:581] : INFO : Epoch 2026 | loss: 0.0311723 | val_loss: 0.031173 | Time: 2044.96 ms
[2021-11-23 22:34:13 main:581] : INFO : Epoch 2027 | loss: 0.031171 | val_loss: 0.0311727 | Time: 2007.09 ms
[2021-11-23 22:34:15 main:581] : INFO : Epoch 2028 | loss: 0.0311701 | val_loss: 0.0311722 | Time: 2024.31 ms
[2021-11-23 22:34:17 main:581] : INFO : Epoch 2029 | loss: 0.0311702 | val_loss: 0.0311718 | Time: 2010.51 ms
[2021-11-23 22:34:19 main:581] : INFO : Epoch 2030 | loss: 0.03117 | val_loss: 0.0311723 | Time: 2019.89 ms
[2021-11-23 22:34:21 main:581] : INFO : Epoch 2031 | loss: 0.0311689 | val_loss: 0.0311771 | Time: 2017.01 ms
[2021-11-23 22:34:23 main:581] : INFO : Epoch 2032 | loss: 0.0311693 | val_loss: 0.0311753 | Time: 2022.38 ms
[2021-11-23 22:34:25 main:581] : INFO : Epoch 2033 | loss: 0.0311697 | val_loss: 0.0311741 | Time: 2012.57 ms
[2021-11-23 22:34:27 main:581] : INFO : Epoch 2034 | loss: 0.0311695 | val_loss: 0.0311713 | Time: 2012.6 ms
[2021-11-23 22:34:29 main:581] : INFO : Epoch 2035 | loss: 0.0311695 | val_loss: 0.0311726 | Time: 2008.55 ms
[2021-11-23 22:34:31 main:581] : INFO : Epoch 2036 | loss: 0.0311723 | val_loss: 0.0311753 | Time: 1992.62 ms
[2021-11-23 22:34:33 main:581] : INFO : Epoch 2037 | loss: 0.0311688 | val_loss: 0.0311733 | Time: 2015.25 ms
[2021-11-23 22:34:35 main:581] : INFO : Epoch 2038 | loss: 0.0311668 | val_loss: 0.0311706 | Time: 1992.91 ms
[2021-11-23 22:34:37 main:581] : INFO : Epoch 2039 | loss: 0.0311661 | val_loss: 0.031175 | Time: 2001.49 ms
[2021-11-23 22:34:39 main:581] : INFO : Epoch 2040 | loss: 0.0311667 | val_loss: 0.0311725 | Time: 2012.53 ms
[2021-11-23 22:34:41 main:581] : INFO : Epoch 2041 | loss: 0.0311669 | val_loss: 0.0311741 | Time: 2016.07 ms
[2021-11-23 22:34:43 main:581] : INFO : Epoch 2042 | loss: 0.0311662 | val_loss: 0.0311722 | Time: 2024.92 ms
[2021-11-23 22:34:45 main:581] : INFO : Epoch 2043 | loss: 0.0311648 | val_loss: 0.0311744 | Time: 1999.54 ms
[2021-11-23 22:34:47 main:581] : INFO : Epoch 2044 | loss: 0.0311675 | val_loss: 0.0311718 | Time: 2008.66 ms
[2021-11-23 22:34:49 main:581] : INFO : Epoch 2045 | loss: 0.0311651 | val_loss: 0.0311724 | Time: 2017.23 ms
[2021-11-23 22:34:51 main:581] : INFO : Epoch 2046 | loss: 0.0311641 | val_loss: 0.0311733 | Time: 1990.39 ms
[2021-11-23 22:34:53 main:581] : INFO : Epoch 2047 | loss: 0.0311655 | val_loss: 0.0311717 | Time: 2004.19 ms
[2021-11-23 22:34:55 main:581] : INFO : Epoch 2048 | loss: 0.0311632 | val_loss: 0.031173 | Time: 1996.7 ms
[2021-11-23 22:34:55 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031173
[2021-11-23 22:34:55 main:610] : INFO : Saving end state to config to file
[2021-11-23 22:34:55 main:615] : INFO : Success, exiting..
22:34:55 (7726): 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)