Task 9025556
| Name | ParityModified-1636226891-27709-2-0_0 |
| Workunit | 6477163 |
| Created | 18 Nov 2021, 14:22:40 UTC |
| Sent | 23 Nov 2021, 16:42:14 UTC |
| Report deadline | 1 Dec 2021, 16:42:14 UTC |
| Received | 23 Nov 2021, 20:14:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16729 |
| Run time | 1 hours 9 min 14 sec |
| CPU time | 1 hours 8 min 39 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 | 2.99 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> 1-23 19:57:15 main:581] : INFO : Epoch 1538 | loss: 0.0311763 | val_loss: 0.0311806 | Time: 2043.14 ms [2021-11-23 19:57:17 main:581] : INFO : Epoch 1539 | loss: 0.031176 | val_loss: 0.0311815 | Time: 2020.41 ms [2021-11-23 19:57:19 main:581] : INFO : Epoch 1540 | loss: 0.0311771 | val_loss: 0.031179 | Time: 2032.44 ms [2021-11-23 19:57:21 main:581] : INFO : Epoch 1541 | loss: 0.0311747 | val_loss: 0.0311811 | Time: 2016.6 ms [2021-11-23 19:57:23 main:581] : INFO : Epoch 1542 | loss: 0.0311744 | val_loss: 0.0311804 | Time: 2004.17 ms [2021-11-23 19:57:25 main:581] : INFO : Epoch 1543 | loss: 0.0311738 | val_loss: 0.0311805 | Time: 2005.1 ms [2021-11-23 19:57:27 main:581] : INFO : Epoch 1544 | loss: 0.0311742 | val_loss: 0.0311808 | Time: 2015.71 ms [2021-11-23 19:57:29 main:581] : INFO : Epoch 1545 | loss: 0.0311766 | val_loss: 0.0311796 | Time: 2016.91 ms [2021-11-23 19:57:31 main:581] : INFO : Epoch 1546 | loss: 0.0311747 | val_loss: 0.0311805 | Time: 2012.81 ms [2021-11-23 19:57:33 main:581] : INFO : Epoch 1547 | loss: 0.031174 | val_loss: 0.0311803 | Time: 2016.5 ms [2021-11-23 19:57:35 main:581] : INFO : Epoch 1548 | loss: 0.0311752 | val_loss: 0.0311804 | Time: 2023.12 ms [2021-11-23 19:57:37 main:581] : INFO : Epoch 1549 | loss: 0.0311739 | val_loss: 0.0311796 | Time: 2006.13 ms [2021-11-23 19:57:39 main:581] : INFO : Epoch 1550 | loss: 0.031174 | val_loss: 0.0311794 | Time: 1998.02 ms [2021-11-23 19:57:41 main:581] : INFO : Epoch 1551 | loss: 0.0311762 | val_loss: 0.0311801 | Time: 2010.36 ms [2021-11-23 19:57:43 main:581] : INFO : Epoch 1552 | loss: 0.0311757 | val_loss: 0.0311815 | Time: 2057.29 ms [2021-11-23 19:57:45 main:581] : INFO : Epoch 1553 | loss: 0.0311744 | val_loss: 0.0311806 | Time: 2026.36 ms [2021-11-23 19:57:47 main:581] : INFO : Epoch 1554 | loss: 0.0311741 | val_loss: 0.0311856 | Time: 2045.78 ms [2021-11-23 19:57:49 main:581] : INFO : Epoch 1555 | loss: 0.0311751 | val_loss: 0.0311833 | Time: 2036.56 ms [2021-11-23 19:57:51 main:581] : INFO : Epoch 1556 | loss: 0.0311735 | val_loss: 0.0311821 | Time: 2055.15 ms [2021-11-23 19:57:53 main:581] : INFO : Epoch 1557 | loss: 0.0311748 | val_loss: 0.0311809 | Time: 2035.28 ms [2021-11-23 19:57:55 main:581] : INFO : Epoch 1558 | loss: 0.0311719 | val_loss: 0.0311796 | Time: 2032.89 ms [2021-11-23 19:57:57 main:581] : INFO : Epoch 1559 | loss: 0.0311714 | val_loss: 0.0311815 | Time: 2017.23 ms [2021-11-23 19:57:59 main:581] : INFO : Epoch 1560 | loss: 0.0311712 | val_loss: 0.0311831 | Time: 2017.13 ms [2021-11-23 19:58:02 main:581] : INFO : Epoch 1561 | loss: 0.0311734 | val_loss: 0.0311806 | Time: 2043.74 ms [2021-11-23 19:58:04 main:581] : INFO : Epoch 1562 | loss: 0.0311719 | val_loss: 0.0311821 | Time: 2009.3 ms [2021-11-23 19:58:06 main:581] : INFO : Epoch 1563 | loss: 0.0311716 | val_loss: 0.0311813 | Time: 2005.27 ms [2021-11-23 19:58:08 main:581] : INFO : Epoch 1564 | loss: 0.0311705 | val_loss: 0.0311817 | Time: 1993.21 ms [2021-11-23 19:58:10 main:581] : INFO : Epoch 1565 | loss: 0.0311711 | val_loss: 0.0311809 | Time: 1998.64 ms [2021-11-23 19:58:12 main:581] : INFO : Epoch 1566 | loss: 0.0311705 | val_loss: 0.0311819 | Time: 1999.46 ms [2021-11-23 19:58:14 main:581] : INFO : Epoch 1567 | loss: 0.0311697 | val_loss: 0.0311803 | Time: 1990.74 ms [2021-11-23 19:58:16 main:581] : INFO : Epoch 1568 | loss: 0.0311706 | val_loss: 0.0311819 | Time: 2009.06 ms [2021-11-23 19:58:18 main:581] : INFO : Epoch 1569 | loss: 0.0311698 | val_loss: 0.0311808 | Time: 2025.59 ms [2021-11-23 19:58:20 main:581] : INFO : Epoch 1570 | loss: 0.0311728 | val_loss: 0.0311832 | Time: 1997.81 ms [2021-11-23 19:58:22 main:581] : INFO : Epoch 1571 | loss: 0.0311728 | val_loss: 0.0311912 | Time: 1992.96 ms [2021-11-23 19:58:24 main:581] : INFO : Epoch 1572 | loss: 0.0311733 | val_loss: 0.0311808 | Time: 1979.35 ms [2021-11-23 19:58:26 main:581] : INFO : Epoch 1573 | loss: 0.0311706 | val_loss: 0.0311822 | Time: 1986.24 ms [2021-11-23 19:58:28 main:581] : INFO : Epoch 1574 | loss: 0.0311716 | val_loss: 0.0311794 | Time: 2000.2 ms [2021-11-23 19:58:30 main:581] : INFO : Epoch 1575 | loss: 0.0311695 | val_loss: 0.0311792 | Time: 1992.71 ms [2021-11-23 19:58:32 main:581] : INFO : Epoch 1576 | loss: 0.0311693 | val_loss: 0.0311797 | Time: 2024.07 ms [2021-11-23 19:58:34 main:581] : INFO : Epoch 1577 | loss: 0.0311691 | val_loss: 0.03118 | Time: 2020.94 ms [2021-11-23 19:58:36 main:581] : INFO : Epoch 1578 | loss: 0.0311694 | val_loss: 0.0311803 | Time: 2025.42 ms [2021-11-23 19:58:38 main:581] : INFO : Epoch 1579 | loss: 0.0311698 | val_loss: 0.0311808 | Time: 2022.25 ms [2021-11-23 19:58:40 main:581] : INFO : Epoch 1580 | loss: 0.0311697 | val_loss: 0.0311828 | Time: 2007.58 ms [2021-11-23 19:58:42 main:581] : INFO : Epoch 1581 | loss: 0.0311712 | val_loss: 0.0311823 | Time: 2029.41 ms [2021-11-23 19:58:44 main:581] : INFO : Epoch 1582 | loss: 0.0311729 | val_loss: 0.0311815 | Time: 2006.78 ms [2021-11-23 19:58:46 main:581] : INFO : Epoch 1583 | loss: 0.0311739 | val_loss: 0.0311823 | Time: 2010.09 ms [2021-11-23 19:58:48 main:581] : INFO : Epoch 1584 | loss: 0.031172 | val_loss: 0.0311799 | Time: 2023.16 ms [2021-11-23 19:58:50 main:581] : INFO : Epoch 1585 | loss: 0.0311692 | val_loss: 0.0311791 | Time: 2045.07 ms [2021-11-23 19:58:52 main:581] : INFO : Epoch 1586 | loss: 0.031171 | val_loss: 0.0311859 | Time: 2031.38 ms [2021-11-23 19:58:54 main:581] : INFO : Epoch 1587 | loss: 0.0311718 | val_loss: 0.0311826 | Time: 2032.68 ms [2021-11-23 19:58:56 main:581] : INFO : Epoch 1588 | loss: 0.031169 | val_loss: 0.0311797 | Time: 2014.25 ms [2021-11-23 19:58:58 main:581] : INFO : Epoch 1589 | loss: 0.031169 | val_loss: 0.0311789 | Time: 2019.34 ms [2021-11-23 19:59:00 main:581] : INFO : Epoch 1590 | loss: 0.031169 | val_loss: 0.0311804 | Time: 2006.45 ms [2021-11-23 19:59:02 main:581] : INFO : Epoch 1591 | loss: 0.0311691 | val_loss: 0.0311823 | Time: 1999.44 ms [2021-11-23 19:59:04 main:581] : INFO : Epoch 1592 | loss: 0.0311728 | val_loss: 0.0311791 | Time: 2002.11 ms [2021-11-23 19:59:06 main:581] : INFO : Epoch 1593 | loss: 0.0311702 | val_loss: 0.0311844 | Time: 2040.33 ms [2021-11-23 19:59:08 main:581] : INFO : Epoch 1594 | loss: 0.0311707 | val_loss: 0.0311795 | Time: 2016.89 ms [2021-11-23 19:59:10 main:581] : INFO : Epoch 1595 | loss: 0.0311701 | val_loss: 0.0311798 | Time: 2001.86 ms [2021-11-23 19:59:12 main:581] : INFO : Epoch 1596 | loss: 0.0311694 | val_loss: 0.0311807 | Time: 2019.49 ms [2021-11-23 19:59:14 main:581] : INFO : Epoch 1597 | loss: 0.0311694 | val_loss: 0.0311838 | Time: 2022.8 ms [2021-11-23 19:59:16 main:581] : INFO : Epoch 1598 | loss: 0.0311681 | val_loss: 0.0311823 | Time: 2020.45 ms [2021-11-23 19:59:18 main:581] : INFO : Epoch 1599 | loss: 0.0311674 | val_loss: 0.0311801 | Time: 2032.36 ms [2021-11-23 19:59:20 main:581] : INFO : Epoch 1600 | loss: 0.0311678 | val_loss: 0.0311831 | Time: 2023.11 ms [2021-11-23 19:59:22 main:581] : INFO : Epoch 1601 | loss: 0.0311674 | val_loss: 0.0311799 | Time: 2032.37 ms [2021-11-23 19:59:24 main:581] : INFO : Epoch 1602 | loss: 0.0311696 | val_loss: 0.0311811 | Time: 2057.19 ms [2021-11-23 19:59:26 main:581] : INFO : Epoch 1603 | loss: 0.0311711 | val_loss: 0.0311875 | Time: 2027.4 ms [2021-11-23 19:59:28 main:581] : INFO : Epoch 1604 | loss: 0.0311707 | val_loss: 0.0311819 | Time: 2021.38 ms [2021-11-23 19:59:30 main:581] : INFO : Epoch 1605 | loss: 0.0311687 | val_loss: 0.0311798 | Time: 2010.64 ms [2021-11-23 19:59:32 main:581] : INFO : Epoch 1606 | loss: 0.0311679 | val_loss: 0.0311825 | Time: 1986.91 ms [2021-11-23 19:59:34 main:581] : INFO : Epoch 1607 | loss: 0.0311668 | val_loss: 0.0311807 | Time: 2014.38 ms [2021-11-23 19:59:36 main:581] : INFO : Epoch 1608 | loss: 0.0311666 | val_loss: 0.0311813 | Time: 2008.18 ms [2021-11-23 19:59:38 main:581] : INFO : Epoch 1609 | loss: 0.0311694 | val_loss: 0.0311815 | Time: 2003.28 ms [2021-11-23 19:59:40 main:581] : INFO : Epoch 1610 | loss: 0.0311675 | val_loss: 0.0311825 | Time: 2009.07 ms [2021-11-23 19:59:42 main:581] : INFO : Epoch 1611 | loss: 0.0311668 | val_loss: 0.0311847 | Time: 2022.21 ms [2021-11-23 19:59:44 main:581] : INFO : Epoch 1612 | loss: 0.0311673 | val_loss: 0.0311809 | Time: 2023.4 ms [2021-11-23 19:59:46 main:581] : INFO : Epoch 1613 | loss: 0.0311667 | val_loss: 0.0311801 | Time: 2002.26 ms [2021-11-23 19:59:48 main:581] : INFO : Epoch 1614 | loss: 0.0311669 | val_loss: 0.0311806 | Time: 2023.67 ms [2021-11-23 19:59:50 main:581] : INFO : Epoch 1615 | loss: 0.0311661 | val_loss: 0.031183 | Time: 2001.49 ms [2021-11-23 19:59:52 main:581] : INFO : Epoch 1616 | loss: 0.0311646 | val_loss: 0.0311815 | Time: 2014.88 ms [2021-11-23 19:59:54 main:581] : INFO : Epoch 1617 | loss: 0.0311644 | val_loss: 0.0311832 | Time: 2036.01 ms [2021-11-23 19:59:56 main:581] : INFO : Epoch 1618 | loss: 0.0311662 | val_loss: 0.0311851 | Time: 2057.71 ms [2021-11-23 19:59:58 main:581] : INFO : Epoch 1619 | loss: 0.0311648 | val_loss: 0.0311817 | Time: 2028.86 ms [2021-11-23 20:00:00 main:581] : INFO : Epoch 1620 | loss: 0.0311678 | val_loss: 0.0311818 | Time: 2034.78 ms [2021-11-23 20:00:02 main:581] : INFO : Epoch 1621 | loss: 0.0311654 | val_loss: 0.0311835 | Time: 2018.83 ms [2021-11-23 20:00:04 main:581] : INFO : Epoch 1622 | loss: 0.0311656 | val_loss: 0.0311808 | Time: 2019.27 ms [2021-11-23 20:00:06 main:581] : INFO : Epoch 1623 | loss: 0.0311714 | val_loss: 0.0311845 | Time: 2019.16 ms [2021-11-23 20:00:09 main:581] : INFO : Epoch 1624 | loss: 0.031171 | val_loss: 0.0311814 | Time: 2014.22 ms [2021-11-23 20:00:11 main:581] : INFO : Epoch 1625 | loss: 0.0311691 | val_loss: 0.0311809 | Time: 2006.63 ms [2021-11-23 20:00:13 main:581] : INFO : Epoch 1626 | loss: 0.0311705 | val_loss: 0.0311806 | Time: 2003.48 ms [2021-11-23 20:00:15 main:581] : INFO : Epoch 1627 | loss: 0.0311681 | val_loss: 0.0311823 | Time: 2012.11 ms [2021-11-23 20:00:17 main:581] : INFO : Epoch 1628 | loss: 0.0311685 | val_loss: 0.0311826 | Time: 1996.53 ms [2021-11-23 20:00:19 main:581] : INFO : Epoch 1629 | loss: 0.0311688 | val_loss: 0.0311801 | Time: 1993.13 ms [2021-11-23 20:00:21 main:581] : INFO : Epoch 1630 | loss: 0.0311678 | val_loss: 0.0311799 | Time: 1999 ms [2021-11-23 20:00:23 main:581] : INFO : Epoch 1631 | loss: 0.031167 | val_loss: 0.0311847 | Time: 2008.26 ms [2021-11-23 20:00:25 main:581] : INFO : Epoch 1632 | loss: 0.0311744 | val_loss: 0.0311846 | Time: 1999.32 ms [2021-11-23 20:00:27 main:581] : INFO : Epoch 1633 | loss: 0.0311727 | val_loss: 0.0311808 | Time: 2022.01 ms [2021-11-23 20:00:29 main:581] : INFO : Epoch 1634 | loss: 0.03117 | val_loss: 0.0311812 | Time: 2045.1 ms [2021-11-23 20:00:31 main:581] : INFO : Epoch 1635 | loss: 0.0311704 | val_loss: 0.0311787 | Time: 2020.27 ms [2021-11-23 20:00:33 main:581] : INFO : Epoch 1636 | loss: 0.0311708 | val_loss: 0.0311822 | Time: 2011.41 ms [2021-11-23 20:00:35 main:581] : INFO : Epoch 1637 | loss: 0.0311773 | val_loss: 0.031192 | Time: 2035.45 ms [2021-11-23 20:00:37 main:581] : INFO : Epoch 1638 | loss: 0.0311825 | val_loss: 0.0311872 | Time: 2005.19 ms [2021-11-23 20:00:39 main:581] : INFO : Epoch 1639 | loss: 0.0311707 | val_loss: 0.0311816 | Time: 2007.57 ms [2021-11-23 20:00:41 main:581] : INFO : Epoch 1640 | loss: 0.0311689 | val_loss: 0.0311828 | Time: 2018.61 ms [2021-11-23 20:00:43 main:581] : INFO : Epoch 1641 | loss: 0.0311681 | val_loss: 0.0311821 | Time: 2005.3 ms [2021-11-23 20:00:45 main:581] : INFO : Epoch 1642 | loss: 0.0311674 | val_loss: 0.0311829 | Time: 2030.56 ms [2021-11-23 20:00:47 main:581] : INFO : Epoch 1643 | loss: 0.0311658 | val_loss: 0.0311852 | Time: 2014.24 ms [2021-11-23 20:00:49 main:581] : INFO : Epoch 1644 | loss: 0.0311647 | val_loss: 0.0311827 | Time: 2034.3 ms [2021-11-23 20:00:51 main:581] : INFO : Epoch 1645 | loss: 0.031165 | val_loss: 0.0311839 | Time: 2021.5 ms [2021-11-23 20:00:53 main:581] : INFO : Epoch 1646 | loss: 0.0311648 | val_loss: 0.0311822 | Time: 2018.55 ms [2021-11-23 20:00:55 main:581] : INFO : Epoch 1647 | loss: 0.0311653 | val_loss: 0.0311811 | Time: 2018.77 ms [2021-11-23 20:00:57 main:581] : INFO : Epoch 1648 | loss: 0.0311663 | val_loss: 0.0311843 | Time: 2006.92 ms [2021-11-23 20:00:59 main:581] : INFO : Epoch 1649 | loss: 0.0311667 | val_loss: 0.0311815 | Time: 2013.58 ms [2021-11-23 20:01:01 main:581] : INFO : Epoch 1650 | loss: 0.0311654 | val_loss: 0.0311816 | Time: 2023.36 ms [2021-11-23 20:01:03 main:581] : INFO : Epoch 1651 | loss: 0.0311652 | val_loss: 0.0311816 | Time: 2067.51 ms [2021-11-23 20:01:05 main:581] : INFO : Epoch 1652 | loss: 0.0311645 | val_loss: 0.0311805 | Time: 2031.6 ms [2021-11-23 20:01:07 main:581] : INFO : Epoch 1653 | loss: 0.031166 | val_loss: 0.03118 | Time: 2022.92 ms [2021-11-23 20:01:09 main:581] : INFO : Epoch 1654 | loss: 0.0311647 | val_loss: 0.0311805 | Time: 2016.22 ms [2021-11-23 20:01:11 main:581] : INFO : Epoch 1655 | loss: 0.0311651 | val_loss: 0.0311825 | Time: 2008.62 ms [2021-11-23 20:01:13 main:581] : INFO : Epoch 1656 | loss: 0.0311703 | val_loss: 0.0311814 | Time: 2005.11 ms [2021-11-23 20:01:15 main:581] : INFO : Epoch 1657 | loss: 0.0311721 | val_loss: 0.0311814 | Time: 2014.86 ms [2021-11-23 20:01:17 main:581] : INFO : Epoch 1658 | loss: 0.0311704 | val_loss: 0.0311808 | Time: 1999.49 ms [2021-11-23 20:01:19 main:581] : INFO : Epoch 1659 | loss: 0.0311677 | val_loss: 0.0311807 | Time: 2027.24 ms [2021-11-23 20:01:21 main:581] : INFO : Epoch 1660 | loss: 0.0311672 | val_loss: 0.0311812 | Time: 2002.88 ms [2021-11-23 20:01:23 main:581] : INFO : Epoch 1661 | loss: 0.0311662 | val_loss: 0.03118 | Time: 1998.21 ms [2021-11-23 20:01:25 main:581] : INFO : Epoch 1662 | loss: 0.0311649 | val_loss: 0.0311794 | Time: 2020.5 ms [2021-11-23 20:01:27 main:581] : INFO : Epoch 1663 | loss: 0.0311654 | val_loss: 0.0311821 | Time: 2006.31 ms [2021-11-23 20:01:29 main:581] : INFO : Epoch 1664 | loss: 0.0311647 | val_loss: 0.0311848 | Time: 2018.2 ms [2021-11-23 20:01:31 main:581] : INFO : Epoch 1665 | loss: 0.0311673 | val_loss: 0.031181 | Time: 2014.41 ms [2021-11-23 20:01:33 main:581] : INFO : Epoch 1666 | loss: 0.0311647 | val_loss: 0.031181 | Time: 2016.59 ms [2021-11-23 20:01:35 main:581] : INFO : Epoch 1667 | loss: 0.0311643 | val_loss: 0.0311833 | Time: 2046.42 ms [2021-11-23 20:01:37 main:581] : INFO : Epoch 1668 | loss: 0.0311627 | val_loss: 0.0311814 | Time: 2013.04 ms [2021-11-23 20:01:39 main:581] : INFO : Epoch 1669 | loss: 0.0311624 | val_loss: 0.0311789 | Time: 2009.09 ms [2021-11-23 20:01:41 main:581] : INFO : Epoch 1670 | loss: 0.0311631 | val_loss: 0.0311861 | Time: 2012.34 ms [2021-11-23 20:01:43 main:581] : INFO : Epoch 1671 | loss: 0.0311638 | val_loss: 0.0311797 | Time: 2012.35 ms [2021-11-23 20:01:45 main:581] : INFO : Epoch 1672 | loss: 0.0311633 | val_loss: 0.0311811 | Time: 2030.87 ms [2021-11-23 20:01:47 main:581] : INFO : Epoch 1673 | loss: 0.0311676 | val_loss: 0.0311883 | Time: 2020.63 ms [2021-11-23 20:01:49 main:581] : INFO : Epoch 1674 | loss: 0.0311762 | val_loss: 0.0311813 | Time: 2017.4 ms [2021-11-23 20:01:51 main:581] : INFO : Epoch 1675 | loss: 0.0311727 | val_loss: 0.0311814 | Time: 2017.31 ms [2021-11-23 20:01:53 main:581] : INFO : Epoch 1676 | loss: 0.0311736 | val_loss: 0.0311875 | Time: 2016.73 ms [2021-11-23 20:01:55 main:581] : INFO : Epoch 1677 | loss: 0.0311859 | val_loss: 0.031188 | Time: 2026.11 ms [2021-11-23 20:01:57 main:581] : INFO : Epoch 1678 | loss: 0.0311831 | val_loss: 0.0311888 | Time: 2009.76 ms [2021-11-23 20:01:59 main:581] : INFO : Epoch 1679 | loss: 0.0311811 | val_loss: 0.0311847 | Time: 2019.14 ms [2021-11-23 20:02:01 main:581] : INFO : Epoch 1680 | loss: 0.0311789 | val_loss: 0.0311848 | Time: 2022.1 ms [2021-11-23 20:02:03 main:581] : INFO : Epoch 1681 | loss: 0.0311781 | val_loss: 0.0311822 | Time: 2025.41 ms [2021-11-23 20:02:05 main:581] : INFO : Epoch 1682 | loss: 0.0311765 | val_loss: 0.0311823 | Time: 2034.73 ms [2021-11-23 20:02:08 main:581] : INFO : Epoch 1683 | loss: 0.0311749 | val_loss: 0.03118 | Time: 2053.53 ms [2021-11-23 20:02:10 main:581] : INFO : Epoch 1684 | loss: 0.0311734 | val_loss: 0.0311795 | Time: 2032.35 ms [2021-11-23 20:02:12 main:581] : INFO : Epoch 1685 | loss: 0.0311731 | val_loss: 0.0311813 | Time: 2006.22 ms [2021-11-23 20:02:14 main:581] : INFO : Epoch 1686 | loss: 0.0311725 | val_loss: 0.0311794 | Time: 2021.3 ms [2021-11-23 20:02:16 main:581] : INFO : Epoch 1687 | loss: 0.0311705 | val_loss: 0.0311793 | Time: 2001.05 ms [2021-11-23 20:02:18 main:581] : INFO : Epoch 1688 | loss: 0.0311706 | val_loss: 0.0311819 | Time: 2000.68 ms [2021-11-23 20:02:20 main:581] : INFO : Epoch 1689 | loss: 0.0311699 | val_loss: 0.0311802 | Time: 2036.1 ms [2021-11-23 20:02:22 main:581] : INFO : Epoch 1690 | loss: 0.0311695 | val_loss: 0.0311825 | Time: 2029.34 ms [2021-11-23 20:02:24 main:581] : INFO : Epoch 1691 | loss: 0.0311698 | val_loss: 0.031183 | Time: 2005.75 ms [2021-11-23 20:02:26 main:581] : INFO : Epoch 1692 | loss: 0.03117 | val_loss: 0.0311815 | Time: 1988.97 ms [2021-11-23 20:02:28 main:581] : INFO : Epoch 1693 | loss: 0.0311699 | val_loss: 0.0311809 | Time: 2007.71 ms [2021-11-23 20:02:30 main:581] : INFO : Epoch 1694 | loss: 0.0311678 | val_loss: 0.0311814 | Time: 1997.95 ms [2021-11-23 20:02:32 main:581] : INFO : Epoch 1695 | loss: 0.0311696 | val_loss: 0.0311841 | Time: 2016.11 ms [2021-11-23 20:02:34 main:581] : INFO : Epoch 1696 | loss: 0.03117 | val_loss: 0.0311804 | Time: 2016.96 ms [2021-11-23 20:02:36 main:581] : INFO : Epoch 1697 | loss: 0.0311691 | val_loss: 0.031179 | Time: 2017.87 ms [2021-11-23 20:02:38 main:581] : INFO : Epoch 1698 | loss: 0.0311683 | val_loss: 0.0311794 | Time: 2004 ms [2021-11-23 20:02:40 main:581] : INFO : Epoch 1699 | loss: 0.0311673 | val_loss: 0.0311804 | Time: 2032.95 ms [2021-11-23 20:02:42 main:581] : INFO : Epoch 1700 | loss: 0.0311663 | val_loss: 0.0311812 | Time: 2018.55 ms [2021-11-23 20:02:44 main:581] : INFO : Epoch 1701 | loss: 0.0311675 | val_loss: 0.0311827 | Time: 1995.55 ms [2021-11-23 20:02:46 main:581] : INFO : Epoch 1702 | loss: 0.0311667 | val_loss: 0.0311849 | Time: 2029.3 ms [2021-11-23 20:02:48 main:581] : INFO : Epoch 1703 | loss: 0.0311663 | val_loss: 0.0311882 | Time: 2021.28 ms [2021-11-23 20:02:50 main:581] : INFO : Epoch 1704 | loss: 0.0311675 | val_loss: 0.0311805 | Time: 2025.42 ms [2021-11-23 20:02:52 main:581] : INFO : Epoch 1705 | loss: 0.0311667 | val_loss: 0.0311796 | Time: 2025.81 ms [2021-11-23 20:02:54 main:581] : INFO : Epoch 1706 | loss: 0.0311664 | val_loss: 0.0311793 | Time: 2003.65 ms [2021-11-23 20:02:56 main:581] : INFO : Epoch 1707 | loss: 0.031166 | val_loss: 0.0311787 | Time: 2030.77 ms [2021-11-23 20:02:58 main:581] : INFO : Epoch 1708 | loss: 0.0311659 | val_loss: 0.0311804 | Time: 2014.19 ms [2021-11-23 20:03:00 main:581] : INFO : Epoch 1709 | loss: 0.0311654 | val_loss: 0.0311806 | Time: 2032.64 ms [2021-11-23 20:03:02 main:581] : INFO : Epoch 1710 | loss: 0.0311651 | val_loss: 0.0311784 | Time: 2020.75 ms [2021-11-23 20:03:04 main:581] : INFO : Epoch 1711 | loss: 0.0311646 | val_loss: 0.0311834 | Time: 2026.79 ms [2021-11-23 20:03:06 main:581] : INFO : Epoch 1712 | loss: 0.0311667 | val_loss: 0.0311803 | Time: 2045.06 ms [2021-11-23 20:03:08 main:581] : INFO : Epoch 1713 | loss: 0.0311656 | val_loss: 0.0311855 | Time: 2030.15 ms [2021-11-23 20:03:10 main:581] : INFO : Epoch 1714 | loss: 0.0311648 | val_loss: 0.031185 | Time: 2043.77 ms [2021-11-23 20:03:12 main:581] : INFO : Epoch 1715 | loss: 0.0311644 | val_loss: 0.0311793 | Time: 2034.39 ms [2021-11-23 20:03:14 main:581] : INFO : Epoch 1716 | loss: 0.0311643 | val_loss: 0.0311783 | Time: 2072.41 ms [2021-11-23 20:03:16 main:581] : INFO : Epoch 1717 | loss: 0.0311812 | val_loss: 0.0311914 | Time: 2029.73 ms [2021-11-23 20:03:18 main:581] : INFO : Epoch 1718 | loss: 0.0312167 | val_loss: 0.0313824 | Time: 2021.23 ms [2021-11-23 20:03:20 main:581] : INFO : Epoch 1719 | loss: 0.0328484 | val_loss: 0.0344277 | Time: 2018.67 ms [2021-11-23 20:03:22 main:581] : INFO : Epoch 1720 | loss: 0.0335196 | val_loss: 0.0320367 | Time: 2015.43 ms [2021-11-23 20:03:24 main:581] : INFO : Epoch 1721 | loss: 0.0317136 | val_loss: 0.031328 | Time: 2044.36 ms [2021-11-23 20:03:26 main:581] : INFO : Epoch 1722 | loss: 0.0312903 | val_loss: 0.0312598 | Time: 2032.38 ms [2021-11-23 20:03:28 main:581] : INFO : Epoch 1723 | loss: 0.0312504 | val_loss: 0.0312459 | Time: 2009.64 ms [2021-11-23 20:03:30 main:581] : INFO : Epoch 1724 | loss: 0.0312396 | val_loss: 0.0312398 | Time: 2033.65 ms [2021-11-23 20:03:32 main:581] : INFO : Epoch 1725 | loss: 0.0312359 | val_loss: 0.0312357 | Time: 2011.83 ms [2021-11-23 20:03:34 main:581] : INFO : Epoch 1726 | loss: 0.0312367 | val_loss: 0.0312397 | Time: 2009.7 ms [2021-11-23 20:03:36 main:581] : INFO : Epoch 1727 | loss: 0.0312324 | val_loss: 0.0312351 | Time: 2006.79 ms [2021-11-23 20:03:38 main:581] : INFO : Epoch 1728 | loss: 0.0312303 | val_loss: 0.0312285 | Time: 2002.89 ms [2021-11-23 20:03:41 main:581] : INFO : Epoch 1729 | loss: 0.0312293 | val_loss: 0.0312233 | Time: 2038.64 ms [2021-11-23 20:03:43 main:581] : INFO : Epoch 1730 | loss: 0.0312228 | val_loss: 0.0312251 | Time: 2003.88 ms [2021-11-23 20:03:45 main:581] : INFO : Epoch 1731 | loss: 0.0312144 | val_loss: 0.031208 | Time: 2031.88 ms [2021-11-23 20:03:47 main:581] : INFO : Epoch 1732 | loss: 0.031203 | val_loss: 0.0311999 | Time: 2036.83 ms [2021-11-23 20:03:49 main:581] : INFO : Epoch 1733 | loss: 0.031198 | val_loss: 0.0311964 | Time: 2021.92 ms [2021-11-23 20:03:51 main:581] : INFO : Epoch 1734 | loss: 0.0311959 | val_loss: 0.0311951 | Time: 2036.81 ms [2021-11-23 20:03:53 main:581] : INFO : Epoch 1735 | loss: 0.0311959 | val_loss: 0.031194 | Time: 2016.45 ms [2021-11-23 20:03:55 main:581] : INFO : Epoch 1736 | loss: 0.0311946 | val_loss: 0.0311927 | Time: 2017.78 ms [2021-11-23 20:03:57 main:581] : INFO : Epoch 1737 | loss: 0.0311922 | val_loss: 0.0311917 | Time: 2007.61 ms [2021-11-23 20:03:59 main:581] : INFO : Epoch 1738 | loss: 0.0311902 | val_loss: 0.0311894 | Time: 2007.64 ms [2021-11-23 20:04:01 main:581] : INFO : Epoch 1739 | loss: 0.0311881 | val_loss: 0.0311877 | Time: 2005.57 ms [2021-11-23 20:04:03 main:581] : INFO : Epoch 1740 | loss: 0.0311871 | val_loss: 0.0311873 | Time: 2013.22 ms [2021-11-23 20:04:05 main:581] : INFO : Epoch 1741 | loss: 0.0311858 | val_loss: 0.0311854 | Time: 2031.01 ms [2021-11-23 20:04:07 main:581] : INFO : Epoch 1742 | loss: 0.0311841 | val_loss: 0.0311859 | Time: 2023.52 ms [2021-11-23 20:04:09 main:581] : INFO : Epoch 1743 | loss: 0.0311833 | val_loss: 0.0311844 | Time: 2002.24 ms [2021-11-23 20:04:11 main:581] : INFO : Epoch 1744 | loss: 0.031183 | val_loss: 0.0311867 | Time: 2015.99 ms [2021-11-23 20:04:13 main:581] : INFO : Epoch 1745 | loss: 0.0311832 | val_loss: 0.0311841 | Time: 2008.47 ms [2021-11-23 20:04:15 main:581] : INFO : Epoch 1746 | loss: 0.031184 | val_loss: 0.0311848 | Time: 1991.66 ms [2021-11-23 20:04:17 main:581] : INFO : Epoch 1747 | loss: 0.0311809 | val_loss: 0.0311828 | Time: 1981.72 ms [2021-11-23 20:04:19 main:581] : INFO : Epoch 1748 | loss: 0.0311795 | val_loss: 0.0311838 | Time: 1996.26 ms [2021-11-23 20:04:21 main:581] : INFO : Epoch 1749 | loss: 0.0311804 | val_loss: 0.0311834 | Time: 2043.67 ms [2021-11-23 20:04:23 main:581] : INFO : Epoch 1750 | loss: 0.031178 | val_loss: 0.0311845 | Time: 1987.04 ms [2021-11-23 20:04:25 main:581] : INFO : Epoch 1751 | loss: 0.0311775 | val_loss: 0.031183 | Time: 1999.75 ms [2021-11-23 20:04:27 main:581] : INFO : Epoch 1752 | loss: 0.0311767 | val_loss: 0.0311817 | Time: 2002.17 ms [2021-11-23 20:04:29 main:581] : INFO : Epoch 1753 | loss: 0.0311754 | val_loss: 0.0311818 | Time: 1986.77 ms [2021-11-23 20:04:31 main:581] : INFO : Epoch 1754 | loss: 0.0311759 | val_loss: 0.0311825 | Time: 2020.17 ms [2021-11-23 20:04:33 main:581] : INFO : Epoch 1755 | loss: 0.0311743 | val_loss: 0.0311807 | Time: 1995.5 ms [2021-11-23 20:04:35 main:581] : INFO : Epoch 1756 | loss: 0.0311735 | val_loss: 0.0311822 | Time: 2025.37 ms [2021-11-23 20:04:37 main:581] : INFO : Epoch 1757 | loss: 0.0311726 | val_loss: 0.0311823 | Time: 1981.87 ms [2021-11-23 20:04:39 main:581] : INFO : Epoch 1758 | loss: 0.0311732 | val_loss: 0.0311808 | Time: 1962.34 ms [2021-11-23 20:04:41 main:581] : INFO : Epoch 1759 | loss: 0.0311715 | val_loss: 0.0311833 | Time: 1995.29 ms [2021-11-23 20:04:43 main:581] : INFO : Epoch 1760 | loss: 0.0311708 | val_loss: 0.0311817 | Time: 1997.83 ms [2021-11-23 20:04:45 main:581] : INFO : Epoch 1761 | loss: 0.0311717 | val_loss: 0.031181 | Time: 1995.73 ms [2021-11-23 20:04:47 main:581] : INFO : Epoch 1762 | loss: 0.0311702 | val_loss: 0.0311809 | Time: 1976.6 ms [2021-11-23 20:04:49 main:581] : INFO : Epoch 1763 | loss: 0.0311695 | val_loss: 0.0311824 | Time: 1992.73 ms [2021-11-23 20:04:51 main:581] : INFO : Epoch 1764 | loss: 0.0311699 | val_loss: 0.0311806 | Time: 2001.42 ms [2021-11-23 20:04:53 main:581] : INFO : Epoch 1765 | loss: 0.031169 | val_loss: 0.0311837 | Time: 2010.02 ms [2021-11-23 20:04:55 main:581] : INFO : Epoch 1766 | loss: 0.0311689 | val_loss: 0.0311827 | Time: 2006.02 ms [2021-11-23 20:04:57 main:581] : INFO : Epoch 1767 | loss: 0.0311682 | val_loss: 0.0311844 | Time: 1993.86 ms [2021-11-23 20:04:59 main:581] : INFO : Epoch 1768 | loss: 0.0311703 | val_loss: 0.0311817 | Time: 1982 ms [2021-11-23 20:05:01 main:581] : INFO : Epoch 1769 | loss: 0.0311686 | val_loss: 0.0311861 | Time: 1988.31 ms [2021-11-23 20:05:03 main:581] : INFO : Epoch 1770 | loss: 0.031169 | val_loss: 0.0311829 | Time: 1969.7 ms [2021-11-23 20:05:05 main:581] : INFO : Epoch 1771 | loss: 0.0311684 | val_loss: 0.031183 | Time: 2007.31 ms [2021-11-23 20:05:07 main:581] : INFO : Epoch 1772 | loss: 0.031168 | val_loss: 0.0311844 | Time: 1982.35 ms [2021-11-23 20:05:09 main:581] : INFO : Epoch 1773 | loss: 0.0311693 | val_loss: 0.0311822 | Time: 1970.51 ms [2021-11-23 20:05:11 main:581] : INFO : Epoch 1774 | loss: 0.0311676 | val_loss: 0.031181 | Time: 1980.95 ms [2021-11-23 20:05:13 main:581] : INFO : Epoch 1775 | loss: 0.031168 | val_loss: 0.0311831 | Time: 1991.92 ms [2021-11-23 20:05:15 main:581] : INFO : Epoch 1776 | loss: 0.0311683 | val_loss: 0.0311824 | Time: 1986.53 ms [2021-11-23 20:05:17 main:581] : INFO : Epoch 1777 | loss: 0.0311691 | val_loss: 0.0311826 | Time: 1969.96 ms [2021-11-23 20:05:19 main:581] : INFO : Epoch 1778 | loss: 0.0311692 | val_loss: 0.0311843 | Time: 1969.72 ms [2021-11-23 20:05:21 main:581] : INFO : Epoch 1779 | loss: 0.0311676 | val_loss: 0.0311836 | Time: 1968.46 ms [2021-11-23 20:05:23 main:581] : INFO : Epoch 1780 | loss: 0.0311669 | val_loss: 0.031183 | Time: 1987.67 ms [2021-11-23 20:05:24 main:581] : INFO : Epoch 1781 | loss: 0.0311655 | val_loss: 0.0311813 | Time: 1965.17 ms [2021-11-23 20:05:26 main:581] : INFO : Epoch 1782 | loss: 0.0311653 | val_loss: 0.031186 | Time: 2007.32 ms [2021-11-23 20:05:28 main:581] : INFO : Epoch 1783 | loss: 0.0311676 | val_loss: 0.0311863 | Time: 2000.01 ms [2021-11-23 20:05:31 main:581] : INFO : Epoch 1784 | loss: 0.0311648 | val_loss: 0.0311833 | Time: 2036.38 ms [2021-11-23 20:05:33 main:581] : INFO : Epoch 1785 | loss: 0.0311645 | val_loss: 0.0311847 | Time: 2006.29 ms [2021-11-23 20:05:35 main:581] : INFO : Epoch 1786 | loss: 0.0311658 | val_loss: 0.0311847 | Time: 2016.88 ms [2021-11-23 20:05:37 main:581] : INFO : Epoch 1787 | loss: 0.031166 | val_loss: 0.031183 | Time: 2017.83 ms [2021-11-23 20:05:39 main:581] : INFO : Epoch 1788 | loss: 0.0311687 | val_loss: 0.0311796 | Time: 1979.4 ms [2021-11-23 20:05:41 main:581] : INFO : Epoch 1789 | loss: 0.0311705 | val_loss: 0.0311821 | Time: 2013.77 ms [2021-11-23 20:05:43 main:581] : INFO : Epoch 1790 | loss: 0.0311708 | val_loss: 0.0311804 | Time: 2012.27 ms [2021-11-23 20:05:45 main:581] : INFO : Epoch 1791 | loss: 0.0311712 | val_loss: 0.0311913 | Time: 2032.19 ms [2021-11-23 20:05:47 main:581] : INFO : Epoch 1792 | loss: 0.0311715 | val_loss: 0.0311822 | Time: 2028.38 ms [2021-11-23 20:05:49 main:581] : INFO : Epoch 1793 | loss: 0.0311681 | val_loss: 0.0311796 | Time: 2029.54 ms [2021-11-23 20:05:51 main:581] : INFO : Epoch 1794 | loss: 0.0311713 | val_loss: 0.0311883 | Time: 2012.91 ms [2021-11-23 20:05:53 main:581] : INFO : Epoch 1795 | loss: 0.0311707 | val_loss: 0.031184 | Time: 2006.24 ms [2021-11-23 20:05:55 main:581] : INFO : Epoch 1796 | loss: 0.0311687 | val_loss: 0.0311814 | Time: 2006.51 ms [2021-11-23 20:05:57 main:581] : INFO : Epoch 1797 | loss: 0.0311688 | val_loss: 0.0311847 | Time: 1991.47 ms [2021-11-23 20:05:59 main:581] : INFO : Epoch 1798 | loss: 0.0311711 | val_loss: 0.0311794 | Time: 2028.04 ms [2021-11-23 20:06:01 main:581] : INFO : Epoch 1799 | loss: 0.0311697 | val_loss: 0.0311863 | Time: 2031.48 ms [2021-11-23 20:06:03 main:581] : INFO : Epoch 1800 | loss: 0.0311694 | val_loss: 0.0311798 | Time: 2017.39 ms [2021-11-23 20:06:05 main:581] : INFO : Epoch 1801 | loss: 0.0311664 | val_loss: 0.031181 | Time: 2017.83 ms [2021-11-23 20:06:07 main:581] : INFO : Epoch 1802 | loss: 0.0311669 | val_loss: 0.0311801 | Time: 2036.98 ms [2021-11-23 20:06:09 main:581] : INFO : Epoch 1803 | loss: 0.0311668 | val_loss: 0.03118 | Time: 2030.9 ms [2021-11-23 20:06:11 main:581] : INFO : Epoch 1804 | loss: 0.0311668 | val_loss: 0.031181 | Time: 2040.89 ms [2021-11-23 20:06:13 main:581] : INFO : Epoch 1805 | loss: 0.0311656 | val_loss: 0.0311836 | Time: 2006.39 ms [2021-11-23 20:06:15 main:581] : INFO : Epoch 1806 | loss: 0.0311663 | val_loss: 0.0311805 | Time: 2024 ms [2021-11-23 20:06:17 main:581] : INFO : Epoch 1807 | loss: 0.0311661 | val_loss: 0.0311832 | Time: 2006.76 ms [2021-11-23 20:06:19 main:581] : INFO : Epoch 1808 | loss: 0.031164 | val_loss: 0.0311794 | Time: 1995.79 ms [2021-11-23 20:06:21 main:581] : INFO : Epoch 1809 | loss: 0.0311641 | val_loss: 0.0311836 | Time: 1995.74 ms [2021-11-23 20:06:23 main:581] : INFO : Epoch 1810 | loss: 0.031164 | val_loss: 0.0311808 | Time: 2003.56 ms [2021-11-23 20:06:25 main:581] : INFO : Epoch 1811 | loss: 0.0311635 | val_loss: 0.0311846 | Time: 2010.26 ms [2021-11-23 20:06:27 main:581] : INFO : Epoch 1812 | loss: 0.0311633 | val_loss: 0.0311822 | Time: 2031.39 ms [2021-11-23 20:06:29 main:581] : INFO : Epoch 1813 | loss: 0.0311634 | val_loss: 0.031182 | Time: 2024.62 ms [2021-11-23 20:06:31 main:581] : INFO : Epoch 1814 | loss: 0.0311627 | val_loss: 0.0311823 | Time: 2020.41 ms [2021-11-23 20:06:33 main:581] : INFO : Epoch 1815 | loss: 0.0311624 | val_loss: 0.0311822 | Time: 2040.82 ms [2021-11-23 20:06:35 main:581] : INFO : Epoch 1816 | loss: 0.0311622 | val_loss: 0.0311819 | Time: 2040.57 ms [2021-11-23 20:06:37 main:581] : INFO : Epoch 1817 | loss: 0.0311623 | val_loss: 0.031182 | Time: 2028.86 ms [2021-11-23 20:06:39 main:581] : INFO : Epoch 1818 | loss: 0.0311633 | val_loss: 0.0311815 | Time: 2018.3 ms [2021-11-23 20:06:41 main:581] : INFO : Epoch 1819 | loss: 0.0311643 | val_loss: 0.0311832 | Time: 2024.04 ms [2021-11-23 20:06:43 main:581] : INFO : Epoch 1820 | loss: 0.0311648 | val_loss: 0.0311801 | Time: 2030.43 ms [2021-11-23 20:06:45 main:581] : INFO : Epoch 1821 | loss: 0.0311629 | val_loss: 0.0311819 | Time: 2023.88 ms [2021-11-23 20:06:47 main:581] : INFO : Epoch 1822 | loss: 0.0311629 | val_loss: 0.0311797 | Time: 2044.03 ms [2021-11-23 20:06:49 main:581] : INFO : Epoch 1823 | loss: 0.031163 | val_loss: 0.0311826 | Time: 2033.45 ms [2021-11-23 20:06:51 main:581] : INFO : Epoch 1824 | loss: 0.0311644 | val_loss: 0.0311817 | Time: 2006.63 ms [2021-11-23 20:06:53 main:581] : INFO : Epoch 1825 | loss: 0.0311617 | val_loss: 0.031182 | Time: 2015.02 ms [2021-11-23 20:06:55 main:581] : INFO : Epoch 1826 | loss: 0.0311606 | val_loss: 0.0311826 | Time: 2023.19 ms [2021-11-23 20:06:57 main:581] : INFO : Epoch 1827 | loss: 0.0311606 | val_loss: 0.0311814 | Time: 2008.87 ms [2021-11-23 20:06:59 main:581] : INFO : Epoch 1828 | loss: 0.0311613 | val_loss: 0.0311833 | Time: 2028.23 ms [2021-11-23 20:07:01 main:581] : INFO : Epoch 1829 | loss: 0.0311611 | val_loss: 0.0311846 | Time: 2013.98 ms [2021-11-23 20:07:03 main:581] : INFO : Epoch 1830 | loss: 0.0311609 | val_loss: 0.0311815 | Time: 1998.36 ms [2021-11-23 20:07:05 main:581] : INFO : Epoch 1831 | loss: 0.0311608 | val_loss: 0.0311824 | Time: 2056.78 ms [2021-11-23 20:07:07 main:581] : INFO : Epoch 1832 | loss: 0.0311613 | val_loss: 0.0311877 | Time: 2025.07 ms [2021-11-23 20:07:09 main:581] : INFO : Epoch 1833 | loss: 0.0311622 | val_loss: 0.0311875 | Time: 1999.41 ms [2021-11-23 20:07:11 main:581] : INFO : Epoch 1834 | loss: 0.031162 | val_loss: 0.0311826 | Time: 1997.43 ms [2021-11-23 20:07:13 main:581] : INFO : Epoch 1835 | loss: 0.0311621 | val_loss: 0.0311827 | Time: 2023.86 ms [2021-11-23 20:07:15 main:581] : INFO : Epoch 1836 | loss: 0.0311646 | val_loss: 0.0311855 | Time: 2017.51 ms [2021-11-23 20:07:18 main:581] : INFO : Epoch 1837 | loss: 0.0311641 | val_loss: 0.0311813 | Time: 2016.02 ms [2021-11-23 20:07:20 main:581] : INFO : Epoch 1838 | loss: 0.0311656 | val_loss: 0.0311796 | Time: 1989.68 ms [2021-11-23 20:07:22 main:581] : INFO : Epoch 1839 | loss: 0.0311695 | val_loss: 0.031182 | Time: 1999.85 ms [2021-11-23 20:07:24 main:581] : INFO : Epoch 1840 | loss: 0.0311656 | val_loss: 0.0311791 | Time: 2009.1 ms [2021-11-23 20:07:26 main:581] : INFO : Epoch 1841 | loss: 0.0311633 | val_loss: 0.0311844 | Time: 2014.25 ms [2021-11-23 20:07:28 main:581] : INFO : Epoch 1842 | loss: 0.031162 | val_loss: 0.0311806 | Time: 2014.57 ms [2021-11-23 20:07:30 main:581] : INFO : Epoch 1843 | loss: 0.0311615 | val_loss: 0.0311834 | Time: 2008.54 ms [2021-11-23 20:07:32 main:581] : INFO : Epoch 1844 | loss: 0.0311646 | val_loss: 0.0311824 | Time: 2025.04 ms [2021-11-23 20:07:34 main:581] : INFO : Epoch 1845 | loss: 0.0311621 | val_loss: 0.0311815 | Time: 2024.71 ms [2021-11-23 20:07:36 main:581] : INFO : Epoch 1846 | loss: 0.0311609 | val_loss: 0.0311806 | Time: 2018.92 ms [2021-11-23 20:07:38 main:581] : INFO : Epoch 1847 | loss: 0.0311604 | val_loss: 0.0311802 | Time: 2024.97 ms [2021-11-23 20:07:40 main:581] : INFO : Epoch 1848 | loss: 0.0311604 | val_loss: 0.031181 | Time: 2035.43 ms [2021-11-23 20:07:42 main:581] : INFO : Epoch 1849 | loss: 0.0311603 | val_loss: 0.0311798 | Time: 2020 ms [2021-11-23 20:07:44 main:581] : INFO : Epoch 1850 | loss: 0.0311605 | val_loss: 0.0311812 | Time: 2012.79 ms [2021-11-23 20:07:46 main:581] : INFO : Epoch 1851 | loss: 0.0311638 | val_loss: 0.0311804 | Time: 2006.06 ms [2021-11-23 20:07:48 main:581] : INFO : Epoch 1852 | loss: 0.0311626 | val_loss: 0.0311818 | Time: 2027.41 ms [2021-11-23 20:07:50 main:581] : INFO : Epoch 1853 | loss: 0.0311613 | val_loss: 0.0311798 | Time: 2023.32 ms [2021-11-23 20:07:52 main:581] : INFO : Epoch 1854 | loss: 0.0311614 | val_loss: 0.0311785 | Time: 2034.22 ms [2021-11-23 20:07:54 main:581] : INFO : Epoch 1855 | loss: 0.0311634 | val_loss: 0.0311808 | Time: 2008.16 ms [2021-11-23 20:07:56 main:581] : INFO : Epoch 1856 | loss: 0.0311617 | val_loss: 0.031179 | Time: 2026.32 ms [2021-11-23 20:07:58 main:581] : INFO : Epoch 1857 | loss: 0.0311625 | val_loss: 0.0311782 | Time: 1999.71 ms [2021-11-23 20:08:00 main:581] : INFO : Epoch 1858 | loss: 0.0311608 | val_loss: 0.0311796 | Time: 1990.33 ms [2021-11-23 20:08:02 main:581] : INFO : Epoch 1859 | loss: 0.03116 | val_loss: 0.0311819 | Time: 2009.65 ms [2021-11-23 20:08:04 main:581] : INFO : Epoch 1860 | loss: 0.0311606 | val_loss: 0.0311838 | Time: 2024.28 ms [2021-11-23 20:08:06 main:581] : INFO : Epoch 1861 | loss: 0.0311649 | val_loss: 0.0311816 | Time: 2042.42 ms [2021-11-23 20:08:08 main:581] : INFO : Epoch 1862 | loss: 0.0311652 | val_loss: 0.0311826 | Time: 2028.21 ms [2021-11-23 20:08:10 main:581] : INFO : Epoch 1863 | loss: 0.0311673 | val_loss: 0.0311821 | Time: 2028.86 ms [2021-11-23 20:08:12 main:581] : INFO : Epoch 1864 | loss: 0.0311625 | val_loss: 0.0311787 | Time: 2062.59 ms [2021-11-23 20:08:14 main:581] : INFO : Epoch 1865 | loss: 0.0311611 | val_loss: 0.0311844 | Time: 2046.21 ms [2021-11-23 20:08:16 main:581] : INFO : Epoch 1866 | loss: 0.0311658 | val_loss: 0.0311894 | Time: 2034.8 ms [2021-11-23 20:08:18 main:581] : INFO : Epoch 1867 | loss: 0.0311633 | val_loss: 0.0311825 | Time: 2036.7 ms [2021-11-23 20:08:20 main:581] : INFO : Epoch 1868 | loss: 0.0311615 | val_loss: 0.0311825 | Time: 2026.68 ms [2021-11-23 20:08:22 main:581] : INFO : Epoch 1869 | loss: 0.0311605 | val_loss: 0.0311838 | Time: 2043.64 ms [2021-11-23 20:08:24 main:581] : INFO : Epoch 1870 | loss: 0.0311609 | val_loss: 0.0311838 | Time: 2028.26 ms [2021-11-23 20:08:26 main:581] : INFO : Epoch 1871 | loss: 0.0311586 | val_loss: 0.0311844 | Time: 2024.4 ms [2021-11-23 20:08:28 main:581] : INFO : Epoch 1872 | loss: 0.031159 | val_loss: 0.0311841 | Time: 2032.83 ms [2021-11-23 20:08:30 main:581] : INFO : Epoch 1873 | loss: 0.0311589 | val_loss: 0.0311812 | Time: 2010.45 ms [2021-11-23 20:08:32 main:581] : INFO : Epoch 1874 | loss: 0.0311603 | val_loss: 0.0311866 | Time: 2009 ms [2021-11-23 20:08:34 main:581] : INFO : Epoch 1875 | loss: 0.031159 | val_loss: 0.0311866 | Time: 2029.27 ms [2021-11-23 20:08:36 main:581] : INFO : Epoch 1876 | loss: 0.0311616 | val_loss: 0.0311889 | Time: 2032.49 ms [2021-11-23 20:08:38 main:581] : INFO : Epoch 1877 | loss: 0.0311612 | val_loss: 0.0311843 | Time: 2025.18 ms [2021-11-23 20:08:40 main:581] : INFO : Epoch 1878 | loss: 0.0311572 | val_loss: 0.0311779 | Time: 2017.24 ms [2021-11-23 20:08:42 main:581] : INFO : Epoch 1879 | loss: 0.0311561 | val_loss: 0.0311805 | Time: 2022.55 ms [2021-11-23 20:08:45 main:581] : INFO : Epoch 1880 | loss: 0.0311564 | val_loss: 0.0311869 | Time: 2053.35 ms [2021-11-23 20:08:47 main:581] : INFO : Epoch 1881 | loss: 0.0311575 | val_loss: 0.0311824 | Time: 2030.82 ms [2021-11-23 20:08:49 main:581] : INFO : Epoch 1882 | loss: 0.0311574 | val_loss: 0.0311836 | Time: 2037.4 ms [2021-11-23 20:08:51 main:581] : INFO : Epoch 1883 | loss: 0.0311559 | val_loss: 0.0311826 | Time: 2013.53 ms [2021-11-23 20:08:53 main:581] : INFO : Epoch 1884 | loss: 0.0311551 | val_loss: 0.0311841 | Time: 2050.08 ms [2021-11-23 20:08:55 main:581] : INFO : Epoch 1885 | loss: 0.0311559 | val_loss: 0.0311836 | Time: 2018.15 ms [2021-11-23 20:08:57 main:581] : INFO : Epoch 1886 | loss: 0.0311628 | val_loss: 0.0311838 | Time: 1980.88 ms [2021-11-23 20:08:59 main:581] : INFO : Epoch 1887 | loss: 0.0311685 | val_loss: 0.0311833 | Time: 1972.76 ms [2021-11-23 20:09:01 main:581] : INFO : Epoch 1888 | loss: 0.0311678 | val_loss: 0.0311825 | Time: 2001.79 ms [2021-11-23 20:09:03 main:581] : INFO : Epoch 1889 | loss: 0.0311651 | val_loss: 0.0311804 | Time: 1992.75 ms [2021-11-23 20:09:05 main:581] : INFO : Epoch 1890 | loss: 0.0311647 | val_loss: 0.0311856 | Time: 2005.55 ms [2021-11-23 20:09:07 main:581] : INFO : Epoch 1891 | loss: 0.0311654 | val_loss: 0.0311806 | Time: 2022.27 ms [2021-11-23 20:09:09 main:581] : INFO : Epoch 1892 | loss: 0.0311683 | val_loss: 0.0311838 | Time: 2006.14 ms [2021-11-23 20:09:11 main:581] : INFO : Epoch 1893 | loss: 0.031166 | val_loss: 0.0311834 | Time: 1990 ms [2021-11-23 20:09:13 main:581] : INFO : Epoch 1894 | loss: 0.0311652 | val_loss: 0.0311805 | Time: 1992.93 ms [2021-11-23 20:09:15 main:581] : INFO : Epoch 1895 | loss: 0.0311612 | val_loss: 0.0311797 | Time: 1997.06 ms [2021-11-23 20:09:17 main:581] : INFO : Epoch 1896 | loss: 0.0311611 | val_loss: 0.0311794 | Time: 2031.16 ms [2021-11-23 20:09:19 main:581] : INFO : Epoch 1897 | loss: 0.0311629 | val_loss: 0.0311807 | Time: 2023.8 ms [2021-11-23 20:09:21 main:581] : INFO : Epoch 1898 | loss: 0.0311624 | val_loss: 0.0311798 | Time: 1997.74 ms [2021-11-23 20:09:23 main:581] : INFO : Epoch 1899 | loss: 0.0311598 | val_loss: 0.031179 | Time: 1998.31 ms [2021-11-23 20:09:25 main:581] : INFO : Epoch 1900 | loss: 0.0311602 | val_loss: 0.0311792 | Time: 1988.15 ms [2021-11-23 20:09:27 main:581] : INFO : Epoch 1901 | loss: 0.0311633 | val_loss: 0.0311785 | Time: 2014.53 ms [2021-11-23 20:09:29 main:581] : INFO : Epoch 1902 | loss: 0.0311643 | val_loss: 0.0311783 | Time: 2014.29 ms [2021-11-23 20:09:31 main:581] : INFO : Epoch 1903 | loss: 0.0311624 | val_loss: 0.0311791 | Time: 2010.21 ms [2021-11-23 20:09:33 main:581] : INFO : Epoch 1904 | loss: 0.0311606 | val_loss: 0.0311782 | Time: 1999.66 ms [2021-11-23 20:09:35 main:581] : INFO : Epoch 1905 | loss: 0.0311625 | val_loss: 0.0311847 | Time: 2006.06 ms [2021-11-23 20:09:37 main:581] : INFO : Epoch 1906 | loss: 0.0311617 | val_loss: 0.0311809 | Time: 2001.72 ms [2021-11-23 20:09:39 main:581] : INFO : Epoch 1907 | loss: 0.0311599 | val_loss: 0.0311859 | Time: 2006.32 ms [2021-11-23 20:09:41 main:581] : INFO : Epoch 1908 | loss: 0.031161 | val_loss: 0.031186 | Time: 2015.52 ms [2021-11-23 20:09:43 main:581] : INFO : Epoch 1909 | loss: 0.0311593 | val_loss: 0.0311823 | Time: 2039.56 ms [2021-11-23 20:09:45 main:581] : INFO : Epoch 1910 | loss: 0.0311656 | val_loss: 0.0311817 | Time: 2000.85 ms [2021-11-23 20:09:47 main:581] : INFO : Epoch 1911 | loss: 0.0311657 | val_loss: 0.0311814 | Time: 1994.18 ms [2021-11-23 20:09:49 main:581] : INFO : Epoch 1912 | loss: 0.0311631 | val_loss: 0.0311807 | Time: 2021.57 ms [2021-11-23 20:09:51 main:581] : INFO : Epoch 1913 | loss: 0.0311627 | val_loss: 0.031178 | Time: 2015.7 ms [2021-11-23 20:09:53 main:581] : INFO : Epoch 1914 | loss: 0.0311591 | val_loss: 0.031179 | Time: 2020.21 ms [2021-11-23 20:09:55 main:581] : INFO : Epoch 1915 | loss: 0.0311596 | val_loss: 0.031185 | Time: 2012.9 ms [2021-11-23 20:09:57 main:581] : INFO : Epoch 1916 | loss: 0.0311609 | val_loss: 0.0311854 | Time: 1999.78 ms [2021-11-23 20:09:59 main:581] : INFO : Epoch 1917 | loss: 0.0311591 | val_loss: 0.0311791 | Time: 2008.06 ms [2021-11-23 20:10:01 main:581] : INFO : Epoch 1918 | loss: 0.0311584 | val_loss: 0.0311838 | Time: 1987.53 ms [2021-11-23 20:10:03 main:581] : INFO : Epoch 1919 | loss: 0.0311588 | val_loss: 0.0311858 | Time: 2012.07 ms [2021-11-23 20:10:05 main:581] : INFO : Epoch 1920 | loss: 0.0311585 | val_loss: 0.0311824 | Time: 2020.68 ms [2021-11-23 20:10:07 main:581] : INFO : Epoch 1921 | loss: 0.0311587 | val_loss: 0.0311833 | Time: 2014.05 ms [2021-11-23 20:10:09 main:581] : INFO : Epoch 1922 | loss: 0.0311611 | val_loss: 0.0311865 | Time: 2014.5 ms [2021-11-23 20:10:11 main:581] : INFO : Epoch 1923 | loss: 0.0311592 | val_loss: 0.0311832 | Time: 2015.55 ms [2021-11-23 20:10:13 main:581] : INFO : Epoch 1924 | loss: 0.0311605 | val_loss: 0.0311828 | Time: 2003.53 ms [2021-11-23 20:10:15 main:581] : INFO : Epoch 1925 | loss: 0.03116 | val_loss: 0.0311787 | Time: 2015.64 ms [2021-11-23 20:10:17 main:581] : INFO : Epoch 1926 | loss: 0.0311581 | val_loss: 0.0311817 | Time: 2014.54 ms [2021-11-23 20:10:19 main:581] : INFO : Epoch 1927 | loss: 0.0311601 | val_loss: 0.031177 | Time: 2010.72 ms [2021-11-23 20:10:21 main:581] : INFO : Epoch 1928 | loss: 0.0311582 | val_loss: 0.0311831 | Time: 1985.09 ms [2021-11-23 20:10:23 main:581] : INFO : Epoch 1929 | loss: 0.0311569 | val_loss: 0.0311816 | Time: 2015.6 ms [2021-11-23 20:10:25 main:581] : INFO : Epoch 1930 | loss: 0.0311552 | val_loss: 0.0311805 | Time: 2031.72 ms [2021-11-23 20:10:27 main:581] : INFO : Epoch 1931 | loss: 0.0311547 | val_loss: 0.031183 | Time: 2011.65 ms [2021-11-23 20:10:29 main:581] : INFO : Epoch 1932 | loss: 0.0311547 | val_loss: 0.0311829 | Time: 1998.46 ms [2021-11-23 20:10:31 main:581] : INFO : Epoch 1933 | loss: 0.0311543 | val_loss: 0.0311815 | Time: 2008.14 ms [2021-11-23 20:10:33 main:581] : INFO : Epoch 1934 | loss: 0.0311559 | val_loss: 0.0311818 | Time: 2002.01 ms [2021-11-23 20:10:35 main:581] : INFO : Epoch 1935 | loss: 0.0311553 | val_loss: 0.0311794 | Time: 2014.37 ms [2021-11-23 20:10:37 main:581] : INFO : Epoch 1936 | loss: 0.0311546 | val_loss: 0.0311801 | Time: 2002.9 ms [2021-11-23 20:10:39 main:581] : INFO : Epoch 1937 | loss: 0.0311561 | val_loss: 0.0311865 | Time: 1998.34 ms [2021-11-23 20:10:41 main:581] : INFO : Epoch 1938 | loss: 0.0311566 | val_loss: 0.0311781 | Time: 2009.29 ms [2021-11-23 20:10:43 main:581] : INFO : Epoch 1939 | loss: 0.0311571 | val_loss: 0.0311816 | Time: 2024.5 ms [2021-11-23 20:10:45 main:581] : INFO : Epoch 1940 | loss: 0.0311565 | val_loss: 0.0311785 | Time: 2030.45 ms [2021-11-23 20:10:47 main:581] : INFO : Epoch 1941 | loss: 0.0311552 | val_loss: 0.0311803 | Time: 2017.35 ms [2021-11-23 20:10:49 main:581] : INFO : Epoch 1942 | loss: 0.0311558 | val_loss: 0.0311825 | Time: 2035.8 ms [2021-11-23 20:10:51 main:581] : INFO : Epoch 1943 | loss: 0.0311571 | val_loss: 0.0311768 | Time: 2024.86 ms [2021-11-23 20:10:53 main:581] : INFO : Epoch 1944 | loss: 0.0311542 | val_loss: 0.0311781 | Time: 2012.88 ms [2021-11-23 20:10:55 main:581] : INFO : Epoch 1945 | loss: 0.0311542 | val_loss: 0.0311837 | Time: 2031.27 ms [2021-11-23 20:10:57 main:581] : INFO : Epoch 1946 | loss: 0.031155 | val_loss: 0.031184 | Time: 2046.26 ms [2021-11-23 20:10:59 main:581] : INFO : Epoch 1947 | loss: 0.0311558 | val_loss: 0.0311818 | Time: 2017.83 ms [2021-11-23 20:11:01 main:581] : INFO : Epoch 1948 | loss: 0.0311556 | val_loss: 0.0311799 | Time: 2021.24 ms [2021-11-23 20:11:03 main:581] : INFO : Epoch 1949 | loss: 0.0311587 | val_loss: 0.0311794 | Time: 2027.8 ms [2021-11-23 20:11:05 main:581] : INFO : Epoch 1950 | loss: 0.031159 | val_loss: 0.0311861 | Time: 2013.77 ms [2021-11-23 20:11:07 main:581] : INFO : Epoch 1951 | loss: 0.0311578 | val_loss: 0.0311801 | Time: 2000.69 ms [2021-11-23 20:11:09 main:581] : INFO : Epoch 1952 | loss: 0.0311536 | val_loss: 0.0311782 | Time: 2011.27 ms [2021-11-23 20:11:11 main:581] : INFO : Epoch 1953 | loss: 0.0311528 | val_loss: 0.0311794 | Time: 2012.52 ms [2021-11-23 20:11:13 main:581] : INFO : Epoch 1954 | loss: 0.0311534 | val_loss: 0.0311791 | Time: 2032.63 ms [2021-11-23 20:11:15 main:581] : INFO : Epoch 1955 | loss: 0.0311538 | val_loss: 0.0311779 | Time: 2016.95 ms [2021-11-23 20:11:17 main:581] : INFO : Epoch 1956 | loss: 0.0311534 | val_loss: 0.0311787 | Time: 2006.36 ms [2021-11-23 20:11:19 main:581] : INFO : Epoch 1957 | loss: 0.0311539 | val_loss: 0.0311805 | Time: 2005.47 ms [2021-11-23 20:11:21 main:581] : INFO : Epoch 1958 | loss: 0.0311547 | val_loss: 0.0311797 | Time: 2021.57 ms [2021-11-23 20:11:23 main:581] : INFO : Epoch 1959 | loss: 0.0311539 | val_loss: 0.0311842 | Time: 2015.34 ms [2021-11-23 20:11:25 main:581] : INFO : Epoch 1960 | loss: 0.0311578 | val_loss: 0.031178 | Time: 2029.87 ms [2021-11-23 20:11:28 main:581] : INFO : Epoch 1961 | loss: 0.031155 | val_loss: 0.0311761 | Time: 2017.41 ms [2021-11-23 20:11:30 main:581] : INFO : Epoch 1962 | loss: 0.0311539 | val_loss: 0.0311777 | Time: 2060.49 ms [2021-11-23 20:11:32 main:581] : INFO : Epoch 1963 | loss: 0.031156 | val_loss: 0.0311791 | Time: 2024.54 ms [2021-11-23 20:11:34 main:581] : INFO : Epoch 1964 | loss: 0.0311561 | val_loss: 0.0311842 | Time: 2032.29 ms [2021-11-23 20:11:36 main:581] : INFO : Epoch 1965 | loss: 0.0311546 | val_loss: 0.0311786 | Time: 2006.24 ms [2021-11-23 20:11:38 main:581] : INFO : Epoch 1966 | loss: 0.031159 | val_loss: 0.031179 | Time: 1973.11 ms [2021-11-23 20:11:40 main:581] : INFO : Epoch 1967 | loss: 0.0311634 | val_loss: 0.0311859 | Time: 1999.53 ms [2021-11-23 20:11:42 main:581] : INFO : Epoch 1968 | loss: 0.0311596 | val_loss: 0.0311801 | Time: 2016.03 ms [2021-11-23 20:11:44 main:581] : INFO : Epoch 1969 | loss: 0.0311575 | val_loss: 0.0311807 | Time: 2009.68 ms [2021-11-23 20:11:46 main:581] : INFO : Epoch 1970 | loss: 0.031156 | val_loss: 0.0311785 | Time: 2002.47 ms [2021-11-23 20:11:48 main:581] : INFO : Epoch 1971 | loss: 0.0311542 | val_loss: 0.031175 | Time: 2021.63 ms [2021-11-23 20:11:50 main:581] : INFO : Epoch 1972 | loss: 0.0311549 | val_loss: 0.0311752 | Time: 2029.1 ms [2021-11-23 20:11:52 main:581] : INFO : Epoch 1973 | loss: 0.0311587 | val_loss: 0.0311779 | Time: 1992.01 ms [2021-11-23 20:11:54 main:581] : INFO : Epoch 1974 | loss: 0.031155 | val_loss: 0.0311792 | Time: 2010.56 ms [2021-11-23 20:11:56 main:581] : INFO : Epoch 1975 | loss: 0.0311535 | val_loss: 0.0311741 | Time: 2021.26 ms [2021-11-23 20:11:58 main:581] : INFO : Epoch 1976 | loss: 0.0311535 | val_loss: 0.03118 | Time: 1987.92 ms [2021-11-23 20:12:00 main:581] : INFO : Epoch 1977 | loss: 0.0311558 | val_loss: 0.0311735 | Time: 1996.83 ms [2021-11-23 20:12:02 main:581] : INFO : Epoch 1978 | loss: 0.0311547 | val_loss: 0.0311767 | Time: 2033.78 ms [2021-11-23 20:12:04 main:581] : INFO : Epoch 1979 | loss: 0.0311529 | val_loss: 0.0311798 | Time: 2049.85 ms [2021-11-23 20:12:06 main:581] : INFO : Epoch 1980 | loss: 0.031154 | val_loss: 0.0311775 | Time: 2020.74 ms [2021-11-23 20:12:08 main:581] : INFO : Epoch 1981 | loss: 0.0311553 | val_loss: 0.0311741 | Time: 2014.72 ms [2021-11-23 20:12:10 main:581] : INFO : Epoch 1982 | loss: 0.0311548 | val_loss: 0.0311791 | Time: 2011.43 ms [2021-11-23 20:12:12 main:581] : INFO : Epoch 1983 | loss: 0.0311564 | val_loss: 0.0311867 | Time: 2010.04 ms [2021-11-23 20:12:14 main:581] : INFO : Epoch 1984 | loss: 0.0311577 | val_loss: 0.0311778 | Time: 1996.61 ms [2021-11-23 20:12:16 main:581] : INFO : Epoch 1985 | loss: 0.0311547 | val_loss: 0.0311758 | Time: 2029.33 ms [2021-11-23 20:12:18 main:581] : INFO : Epoch 1986 | loss: 0.031155 | val_loss: 0.0311735 | Time: 2017.46 ms [2021-11-23 20:12:20 main:581] : INFO : Epoch 1987 | loss: 0.0311525 | val_loss: 0.0311751 | Time: 2014.04 ms [2021-11-23 20:12:22 main:581] : INFO : Epoch 1988 | loss: 0.0311512 | val_loss: 0.0311856 | Time: 2045.21 ms [2021-11-23 20:12:24 main:581] : INFO : Epoch 1989 | loss: 0.0311523 | val_loss: 0.0311789 | Time: 2027.45 ms [2021-11-23 20:12:26 main:581] : INFO : Epoch 1990 | loss: 0.0311548 | val_loss: 0.031175 | Time: 2027.64 ms [2021-11-23 20:12:28 main:581] : INFO : Epoch 1991 | loss: 0.0311585 | val_loss: 0.0311753 | Time: 2015.36 ms [2021-11-23 20:12:30 main:581] : INFO : Epoch 1992 | loss: 0.0311642 | val_loss: 0.0311747 | Time: 2003.71 ms [2021-11-23 20:12:32 main:581] : INFO : Epoch 1993 | loss: 0.0311646 | val_loss: 0.0311775 | Time: 2013.03 ms [2021-11-23 20:12:34 main:581] : INFO : Epoch 1994 | loss: 0.0311617 | val_loss: 0.0311742 | Time: 2048.89 ms [2021-11-23 20:12:36 main:581] : INFO : Epoch 1995 | loss: 0.0311613 | val_loss: 0.0311799 | Time: 2035.75 ms [2021-11-23 20:12:38 main:581] : INFO : Epoch 1996 | loss: 0.0311601 | val_loss: 0.0311725 | Time: 2018.28 ms [2021-11-23 20:12:40 main:581] : INFO : Epoch 1997 | loss: 0.0311586 | val_loss: 0.031174 | Time: 2017.85 ms [2021-11-23 20:12:42 main:581] : INFO : Epoch 1998 | loss: 0.0311563 | val_loss: 0.031174 | Time: 2017.97 ms [2021-11-23 20:12:44 main:581] : INFO : Epoch 1999 | loss: 0.0311573 | val_loss: 0.0311758 | Time: 2011.35 ms [2021-11-23 20:12:46 main:581] : INFO : Epoch 2000 | loss: 0.0311571 | val_loss: 0.0311759 | Time: 2023.36 ms [2021-11-23 20:12:48 main:581] : INFO : Epoch 2001 | loss: 0.0311602 | val_loss: 0.031174 | Time: 2037.75 ms [2021-11-23 20:12:50 main:581] : INFO : Epoch 2002 | loss: 0.0311593 | val_loss: 0.0311782 | Time: 2032.61 ms [2021-11-23 20:12:52 main:581] : INFO : Epoch 2003 | loss: 0.0311574 | val_loss: 0.0311736 | Time: 2052.44 ms [2021-11-23 20:12:54 main:581] : INFO : Epoch 2004 | loss: 0.0311559 | val_loss: 0.03117 | Time: 2048.25 ms [2021-11-23 20:12:56 main:581] : INFO : Epoch 2005 | loss: 0.0311558 | val_loss: 0.0311785 | Time: 2036.22 ms [2021-11-23 20:12:58 main:581] : INFO : Epoch 2006 | loss: 0.0311595 | val_loss: 0.0311725 | Time: 2023.24 ms [2021-11-23 20:13:00 main:581] : INFO : Epoch 2007 | loss: 0.0311577 | val_loss: 0.031175 | Time: 2022.07 ms [2021-11-23 20:13:02 main:581] : INFO : Epoch 2008 | loss: 0.0311574 | val_loss: 0.0311733 | Time: 2019.53 ms [2021-11-23 20:13:04 main:581] : INFO : Epoch 2009 | loss: 0.0311576 | val_loss: 0.0311777 | Time: 2014.33 ms [2021-11-23 20:13:07 main:581] : INFO : Epoch 2010 | loss: 0.031156 | val_loss: 0.0311738 | Time: 2028.67 ms [2021-11-23 20:13:09 main:581] : INFO : Epoch 2011 | loss: 0.0311557 | val_loss: 0.0311722 | Time: 2040.53 ms [2021-11-23 20:13:11 main:581] : INFO : Epoch 2012 | loss: 0.031155 | val_loss: 0.0311724 | Time: 2004.52 ms [2021-11-23 20:13:13 main:581] : INFO : Epoch 2013 | loss: 0.0311542 | val_loss: 0.0311801 | Time: 1988.6 ms [2021-11-23 20:13:15 main:581] : INFO : Epoch 2014 | loss: 0.0311591 | val_loss: 0.0311793 | Time: 1976.39 ms [2021-11-23 20:13:17 main:581] : INFO : Epoch 2015 | loss: 0.0311602 | val_loss: 0.031178 | Time: 2010.62 ms [2021-11-23 20:13:19 main:581] : INFO : Epoch 2016 | loss: 0.0311638 | val_loss: 0.0311808 | Time: 2006.36 ms [2021-11-23 20:13:21 main:581] : INFO : Epoch 2017 | loss: 0.0311584 | val_loss: 0.0311762 | Time: 2007.93 ms [2021-11-23 20:13:23 main:581] : INFO : Epoch 2018 | loss: 0.0311586 | val_loss: 0.0311752 | Time: 1996.48 ms [2021-11-23 20:13:25 main:581] : INFO : Epoch 2019 | loss: 0.0311648 | val_loss: 0.0311764 | Time: 2020.9 ms [2021-11-23 20:13:27 main:581] : INFO : Epoch 2020 | loss: 0.031161 | val_loss: 0.0311736 | Time: 2011.2 ms [2021-11-23 20:13:29 main:581] : INFO : Epoch 2021 | loss: 0.031159 | val_loss: 0.031174 | Time: 1992.67 ms [2021-11-23 20:13:31 main:581] : INFO : Epoch 2022 | loss: 0.0311567 | val_loss: 0.0311726 | Time: 2003.01 ms [2021-11-23 20:13:33 main:581] : INFO : Epoch 2023 | loss: 0.0311574 | val_loss: 0.0311703 | Time: 2034.56 ms [2021-11-23 20:13:35 main:581] : INFO : Epoch 2024 | loss: 0.0311582 | val_loss: 0.0311799 | Time: 2012.3 ms [2021-11-23 20:13:37 main:581] : INFO : Epoch 2025 | loss: 0.0311632 | val_loss: 0.0311735 | Time: 1992.21 ms [2021-11-23 20:13:39 main:581] : INFO : Epoch 2026 | loss: 0.0311597 | val_loss: 0.0311743 | Time: 2000.03 ms [2021-11-23 20:13:41 main:581] : INFO : Epoch 2027 | loss: 0.031169 | val_loss: 0.0311789 | Time: 1988.68 ms [2021-11-23 20:13:43 main:581] : INFO : Epoch 2028 | loss: 0.0311707 | val_loss: 0.0311751 | Time: 1973.46 ms [2021-11-23 20:13:45 main:581] : INFO : Epoch 2029 | loss: 0.0311681 | val_loss: 0.0311729 | Time: 2011.14 ms [2021-11-23 20:13:47 main:581] : INFO : Epoch 2030 | loss: 0.031164 | val_loss: 0.0311724 | Time: 2013.02 ms [2021-11-23 20:13:49 main:581] : INFO : Epoch 2031 | loss: 0.0311645 | val_loss: 0.031178 | Time: 2031.62 ms [2021-11-23 20:13:51 main:581] : INFO : Epoch 2032 | loss: 0.0311657 | val_loss: 0.0311849 | Time: 2006.88 ms [2021-11-23 20:13:53 main:581] : INFO : Epoch 2033 | loss: 0.0311633 | val_loss: 0.0311719 | Time: 1987.46 ms [2021-11-23 20:13:55 main:581] : INFO : Epoch 2034 | loss: 0.0311597 | val_loss: 0.0311712 | Time: 2028.07 ms [2021-11-23 20:13:57 main:581] : INFO : Epoch 2035 | loss: 0.031159 | val_loss: 0.0311687 | Time: 2001.97 ms [2021-11-23 20:13:59 main:581] : INFO : Epoch 2036 | loss: 0.0311574 | val_loss: 0.0311706 | Time: 2012.03 ms [2021-11-23 20:14:01 main:581] : INFO : Epoch 2037 | loss: 0.0311562 | val_loss: 0.0311712 | Time: 2008.14 ms [2021-11-23 20:14:03 main:581] : INFO : Epoch 2038 | loss: 0.0311585 | val_loss: 0.0311701 | Time: 1992.33 ms [2021-11-23 20:14:05 main:581] : INFO : Epoch 2039 | loss: 0.0311558 | val_loss: 0.031173 | Time: 2001.05 ms [2021-11-23 20:14:07 main:581] : INFO : Epoch 2040 | loss: 0.031158 | val_loss: 0.0311728 | Time: 2010.73 ms [2021-11-23 20:14:09 main:581] : INFO : Epoch 2041 | loss: 0.0311641 | val_loss: 0.0311771 | Time: 1982.44 ms [2021-11-23 20:14:11 main:581] : INFO : Epoch 2042 | loss: 0.0311647 | val_loss: 0.0311732 | Time: 1996.99 ms [2021-11-23 20:14:13 main:581] : INFO : Epoch 2043 | loss: 0.0311645 | val_loss: 0.0311716 | Time: 1985.18 ms [2021-11-23 20:14:15 main:581] : INFO : Epoch 2044 | loss: 0.0311633 | val_loss: 0.0311741 | Time: 2023.72 ms [2021-11-23 20:14:17 main:581] : INFO : Epoch 2045 | loss: 0.0311622 | val_loss: 0.0311761 | Time: 2009.18 ms [2021-11-23 20:14:19 main:581] : INFO : Epoch 2046 | loss: 0.0311707 | val_loss: 0.0311753 | Time: 1975.92 ms [2021-11-23 20:14:21 main:581] : INFO : Epoch 2047 | loss: 0.0311673 | val_loss: 0.0311739 | Time: 1980.97 ms [2021-11-23 20:14:23 main:581] : INFO : Epoch 2048 | loss: 0.0311669 | val_loss: 0.0311747 | Time: 1980.95 ms [2021-11-23 20:14:23 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311747 [2021-11-23 20:14:23 main:610] : INFO : Saving end state to config to file [2021-11-23 20:14:23 main:615] : INFO : Success, exiting.. 20:14:23 (5858): 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)