Task 5126548
| Name | ParityModified-1619233971-12439-2_0 |
| Workunit | 3079482 |
| Created | 1 May 2021, 6:27:42 UTC |
| Sent | 18 May 2021, 7:37:20 UTC |
| Report deadline | 25 May 2021, 7:37:20 UTC |
| Received | 18 May 2021, 14:16:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9697 |
| Run time | 1 hours 13 min |
| CPU time | 1 hours 9 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,490.73 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311863 | val_loss: 0.0311836 | Time: 2027.55 ms [2021-05-18 20:20:48 main:574] : INFO : Epoch 1543 | loss: 0.0311844 | val_loss: 0.0311791 | Time: 2011.1 ms [2021-05-18 20:20:50 main:574] : INFO : Epoch 1544 | loss: 0.0311817 | val_loss: 0.0311791 | Time: 2028.85 ms [2021-05-18 20:20:52 main:574] : INFO : Epoch 1545 | loss: 0.0311887 | val_loss: 0.0311878 | Time: 2026.22 ms [2021-05-18 20:20:54 main:574] : INFO : Epoch 1546 | loss: 0.031186 | val_loss: 0.0311791 | Time: 2005.55 ms [2021-05-18 20:20:56 main:574] : INFO : Epoch 1547 | loss: 0.0311856 | val_loss: 0.0311939 | Time: 1996.66 ms [2021-05-18 20:20:58 main:574] : INFO : Epoch 1548 | loss: 0.0311885 | val_loss: 0.0311811 | Time: 2005.07 ms [2021-05-18 20:21:00 main:574] : INFO : Epoch 1549 | loss: 0.0311795 | val_loss: 0.031178 | Time: 1998.55 ms [2021-05-18 20:21:02 main:574] : INFO : Epoch 1550 | loss: 0.0311787 | val_loss: 0.0311754 | Time: 2013.22 ms [2021-05-18 20:21:04 main:574] : INFO : Epoch 1551 | loss: 0.0311804 | val_loss: 0.0311774 | Time: 2021.75 ms [2021-05-18 20:21:06 main:574] : INFO : Epoch 1552 | loss: 0.0311822 | val_loss: 0.031181 | Time: 2025.99 ms [2021-05-18 20:21:09 main:574] : INFO : Epoch 1553 | loss: 0.0311798 | val_loss: 0.0311804 | Time: 2007.57 ms [2021-05-18 20:21:11 main:574] : INFO : Epoch 1554 | loss: 0.0311802 | val_loss: 0.031174 | Time: 2013.56 ms [2021-05-18 20:21:13 main:574] : INFO : Epoch 1555 | loss: 0.0311785 | val_loss: 0.0311782 | Time: 2005.99 ms [2021-05-18 20:21:15 main:574] : INFO : Epoch 1556 | loss: 0.0311824 | val_loss: 0.0311779 | Time: 2018.63 ms [2021-05-18 20:21:17 main:574] : INFO : Epoch 1557 | loss: 0.0311832 | val_loss: 0.031176 | Time: 2010.73 ms [2021-05-18 20:21:19 main:574] : INFO : Epoch 1558 | loss: 0.0311837 | val_loss: 0.0311895 | Time: 2009.97 ms [2021-05-18 20:21:21 main:574] : INFO : Epoch 1559 | loss: 0.0311851 | val_loss: 0.0311828 | Time: 2014.15 ms [2021-05-18 20:21:23 main:574] : INFO : Epoch 1560 | loss: 0.0311851 | val_loss: 0.031182 | Time: 2034.67 ms [2021-05-18 20:21:25 main:574] : INFO : Epoch 1561 | loss: 0.0311805 | val_loss: 0.0311773 | Time: 2019.49 ms [2021-05-18 20:21:27 main:574] : INFO : Epoch 1562 | loss: 0.0311806 | val_loss: 0.0311802 | Time: 2028.81 ms [2021-05-18 20:21:29 main:574] : INFO : Epoch 1563 | loss: 0.0311815 | val_loss: 0.031179 | Time: 2012.31 ms [2021-05-18 20:21:32 main:574] : INFO : Epoch 1564 | loss: 0.0311816 | val_loss: 0.0311772 | Time: 2054.76 ms [2021-05-18 20:21:34 main:574] : INFO : Epoch 1565 | loss: 0.0311811 | val_loss: 0.0311833 | Time: 2055 ms [2021-05-18 20:21:36 main:574] : INFO : Epoch 1566 | loss: 0.0311834 | val_loss: 0.0311836 | Time: 2035.26 ms [2021-05-18 20:21:38 main:574] : INFO : Epoch 1567 | loss: 0.0311839 | val_loss: 0.0311776 | Time: 2054.67 ms [2021-05-18 20:21:40 main:574] : INFO : Epoch 1568 | loss: 0.0311826 | val_loss: 0.0311778 | Time: 2029.52 ms [2021-05-18 20:21:42 main:574] : INFO : Epoch 1569 | loss: 0.0311836 | val_loss: 0.0311834 | Time: 2005.65 ms [2021-05-18 20:21:44 main:574] : INFO : Epoch 1570 | loss: 0.0311829 | val_loss: 0.0311799 | Time: 1998.71 ms [2021-05-18 20:21:46 main:574] : INFO : Epoch 1571 | loss: 0.0311837 | val_loss: 0.0311784 | Time: 2024.16 ms [2021-05-18 20:21:48 main:574] : INFO : Epoch 1572 | loss: 0.0311812 | val_loss: 0.0311773 | Time: 2032.82 ms [2021-05-18 20:21:50 main:574] : INFO : Epoch 1573 | loss: 0.0311795 | val_loss: 0.0311779 | Time: 2020.85 ms [2021-05-18 20:21:53 main:574] : INFO : Epoch 1574 | loss: 0.031181 | val_loss: 0.0311832 | Time: 2024.23 ms [2021-05-18 20:21:55 main:574] : INFO : Epoch 1575 | loss: 0.0311806 | val_loss: 0.03119 | Time: 2041.34 ms [2021-05-18 20:21:57 main:574] : INFO : Epoch 1576 | loss: 0.0311869 | val_loss: 0.031182 | Time: 2022.22 ms [2021-05-18 20:21:59 main:574] : INFO : Epoch 1577 | loss: 0.0311836 | val_loss: 0.0311822 | Time: 2023.75 ms [2021-05-18 20:22:01 main:574] : INFO : Epoch 1578 | loss: 0.0311839 | val_loss: 0.0311848 | Time: 2024.09 ms [2021-05-18 20:22:03 main:574] : INFO : Epoch 1579 | loss: 0.031182 | val_loss: 0.0311796 | Time: 2020.2 ms [2021-05-18 20:22:05 main:574] : INFO : Epoch 1580 | loss: 0.0311843 | val_loss: 0.0311797 | Time: 2018.96 ms [2021-05-18 20:22:07 main:574] : INFO : Epoch 1581 | loss: 0.0311807 | val_loss: 0.0311782 | Time: 2027.84 ms [2021-05-18 20:22:09 main:574] : INFO : Epoch 1582 | loss: 0.0311803 | val_loss: 0.0311839 | Time: 1998.47 ms [2021-05-18 20:22:11 main:574] : INFO : Epoch 1583 | loss: 0.0311853 | val_loss: 0.0311848 | Time: 2024.05 ms [2021-05-18 20:22:14 main:574] : INFO : Epoch 1584 | loss: 0.0311882 | val_loss: 0.0311782 | Time: 2009.28 ms [2021-05-18 20:22:16 main:574] : INFO : Epoch 1585 | loss: 0.031183 | val_loss: 0.0311848 | Time: 2027.79 ms [2021-05-18 20:22:18 main:574] : INFO : Epoch 1586 | loss: 0.0311832 | val_loss: 0.031186 | Time: 2033.28 ms [2021-05-18 20:22:20 main:574] : INFO : Epoch 1587 | loss: 0.0311814 | val_loss: 0.0311802 | Time: 2024.21 ms [2021-05-18 20:22:22 main:574] : INFO : Epoch 1588 | loss: 0.0311809 | val_loss: 0.0311861 | Time: 2019.87 ms [2021-05-18 20:22:24 main:574] : INFO : Epoch 1589 | loss: 0.0311845 | val_loss: 0.0311837 | Time: 2023.33 ms [2021-05-18 20:22:26 main:574] : INFO : Epoch 1590 | loss: 0.0311847 | val_loss: 0.0311781 | Time: 2030.76 ms [2021-05-18 20:22:28 main:574] : INFO : Epoch 1591 | loss: 0.0311808 | val_loss: 0.0311742 | Time: 2023.52 ms [2021-05-18 20:22:31 main:574] : INFO : Epoch 1592 | loss: 0.0311783 | val_loss: 0.0311747 | Time: 2387.18 ms [2021-05-18 20:22:33 main:574] : INFO : Epoch 1593 | loss: 0.0311792 | val_loss: 0.0311735 | Time: 2298.69 ms [2021-05-18 20:22:35 main:574] : INFO : Epoch 1594 | loss: 0.0311794 | val_loss: 0.0311751 | Time: 2264.02 ms [2021-05-18 20:22:38 main:574] : INFO : Epoch 1595 | loss: 0.0311833 | val_loss: 0.0311758 | Time: 2268.29 ms [2021-05-18 20:22:40 main:574] : INFO : Epoch 1596 | loss: 0.03118 | val_loss: 0.0311798 | Time: 2202.4 ms [2021-05-18 20:22:42 main:574] : INFO : Epoch 1597 | loss: 0.0311797 | val_loss: 0.0311837 | Time: 2090.81 ms [2021-05-18 20:22:45 main:574] : INFO : Epoch 1598 | loss: 0.0311784 | val_loss: 0.0311769 | Time: 2128.84 ms [2021-05-18 20:22:47 main:574] : INFO : Epoch 1599 | loss: 0.0311767 | val_loss: 0.0311766 | Time: 2121.41 ms [2021-05-18 20:22:49 main:574] : INFO : Epoch 1600 | loss: 0.0311782 | val_loss: 0.0311814 | Time: 2217.03 ms [2021-05-18 20:22:52 main:574] : INFO : Epoch 1601 | loss: 0.0311769 | val_loss: 0.0311782 | Time: 2189.85 ms [2021-05-18 20:22:54 main:574] : INFO : Epoch 1602 | loss: 0.0311778 | val_loss: 0.0311764 | Time: 2149.32 ms [2021-05-18 20:22:57 main:574] : INFO : Epoch 1603 | loss: 0.0311812 | val_loss: 0.0311846 | Time: 2278.55 ms [2021-05-18 20:22:59 main:574] : INFO : Epoch 1604 | loss: 0.0311805 | val_loss: 0.0311754 | Time: 2170.34 ms [2021-05-18 20:23:01 main:574] : INFO : Epoch 1605 | loss: 0.031182 | val_loss: 0.0311771 | Time: 2116.29 ms [2021-05-18 20:23:03 main:574] : INFO : Epoch 1606 | loss: 0.0311816 | val_loss: 0.0311851 | Time: 2026.76 ms [2021-05-18 20:23:05 main:574] : INFO : Epoch 1607 | loss: 0.0311805 | val_loss: 0.0311814 | Time: 2007.37 ms [2021-05-18 20:23:07 main:574] : INFO : Epoch 1608 | loss: 0.0311798 | val_loss: 0.0311777 | Time: 2014.38 ms [2021-05-18 20:23:09 main:574] : INFO : Epoch 1609 | loss: 0.03118 | val_loss: 0.0311756 | Time: 2009.87 ms [2021-05-18 20:23:12 main:574] : INFO : Epoch 1610 | loss: 0.0311799 | val_loss: 0.0311767 | Time: 2001.77 ms [2021-05-18 20:23:14 main:574] : INFO : Epoch 1611 | loss: 0.0311791 | val_loss: 0.0311732 | Time: 2018.36 ms [2021-05-18 20:23:16 main:574] : INFO : Epoch 1612 | loss: 0.031177 | val_loss: 0.0311742 | Time: 2015.32 ms [2021-05-18 20:23:18 main:574] : INFO : Epoch 1613 | loss: 0.0311785 | val_loss: 0.0311763 | Time: 2035.88 ms [2021-05-18 20:23:20 main:574] : INFO : Epoch 1614 | loss: 0.031179 | val_loss: 0.0311735 | Time: 2028.77 ms [2021-05-18 20:23:22 main:574] : INFO : Epoch 1615 | loss: 0.0311775 | val_loss: 0.0311745 | Time: 2053.32 ms [2021-05-18 20:23:24 main:574] : INFO : Epoch 1616 | loss: 0.0311767 | val_loss: 0.0311794 | Time: 2003.8 ms [2021-05-18 20:23:26 main:574] : INFO : Epoch 1617 | loss: 0.0311817 | val_loss: 0.0311742 | Time: 2042.1 ms [2021-05-18 20:23:29 main:574] : INFO : Epoch 1618 | loss: 0.0311793 | val_loss: 0.0311732 | Time: 2062.79 ms [2021-05-18 20:23:31 main:574] : INFO : Epoch 1619 | loss: 0.0311781 | val_loss: 0.0311777 | Time: 2025.32 ms [2021-05-18 20:23:33 main:574] : INFO : Epoch 1620 | loss: 0.031179 | val_loss: 0.0311774 | Time: 2002.18 ms [2021-05-18 20:23:35 main:574] : INFO : Epoch 1621 | loss: 0.0311773 | val_loss: 0.0311754 | Time: 2002.88 ms [2021-05-18 20:23:37 main:574] : INFO : Epoch 1622 | loss: 0.0311756 | val_loss: 0.0311744 | Time: 2022.38 ms [2021-05-18 20:23:39 main:574] : INFO : Epoch 1623 | loss: 0.0311744 | val_loss: 0.0311712 | Time: 2009.48 ms [2021-05-18 20:23:41 main:574] : INFO : Epoch 1624 | loss: 0.0311741 | val_loss: 0.0311769 | Time: 2015.92 ms [2021-05-18 20:23:43 main:574] : INFO : Epoch 1625 | loss: 0.0311744 | val_loss: 0.0311761 | Time: 2041.73 ms [2021-05-18 20:23:45 main:574] : INFO : Epoch 1626 | loss: 0.0311758 | val_loss: 0.0311778 | Time: 2022.11 ms [2021-05-18 20:23:47 main:574] : INFO : Epoch 1627 | loss: 0.0311757 | val_loss: 0.0311744 | Time: 2028.98 ms [2021-05-18 20:23:49 main:574] : INFO : Epoch 1628 | loss: 0.0311763 | val_loss: 0.031178 | Time: 2009.22 ms [2021-05-18 20:23:52 main:574] : INFO : Epoch 1629 | loss: 0.0311736 | val_loss: 0.0311739 | Time: 2031.73 ms [2021-05-18 20:23:54 main:574] : INFO : Epoch 1630 | loss: 0.0311726 | val_loss: 0.0311777 | Time: 2037.81 ms [2021-05-18 20:23:56 main:574] : INFO : Epoch 1631 | loss: 0.0311778 | val_loss: 0.0311715 | Time: 2028.18 ms [2021-05-18 20:23:58 main:574] : INFO : Epoch 1632 | loss: 0.0311753 | val_loss: 0.0311712 | Time: 1997.23 ms [2021-05-18 20:24:00 main:574] : INFO : Epoch 1633 | loss: 0.0311714 | val_loss: 0.0311715 | Time: 2020.7 ms [2021-05-18 20:24:02 main:574] : INFO : Epoch 1634 | loss: 0.0311704 | val_loss: 0.0311731 | Time: 2016.32 ms [2021-05-18 20:24:04 main:574] : INFO : Epoch 1635 | loss: 0.0311723 | val_loss: 0.0311809 | Time: 2034.96 ms [2021-05-18 20:24:07 main:574] : INFO : Epoch 1636 | loss: 0.0311753 | val_loss: 0.0311819 | Time: 2039.94 ms [2021-05-18 20:24:09 main:574] : INFO : Epoch 1637 | loss: 0.0311759 | val_loss: 0.0311719 | Time: 2023.29 ms [2021-05-18 20:24:11 main:574] : INFO : Epoch 1638 | loss: 0.0311727 | val_loss: 0.0311734 | Time: 2023.16 ms [2021-05-18 20:24:13 main:574] : INFO : Epoch 1639 | loss: 0.0311741 | val_loss: 0.031173 | Time: 2021.61 ms [2021-05-18 20:24:15 main:574] : INFO : Epoch 1640 | loss: 0.0311726 | val_loss: 0.0311737 | Time: 2012.99 ms [2021-05-18 20:24:17 main:574] : INFO : Epoch 1641 | loss: 0.0311728 | val_loss: 0.0311718 | Time: 2021.82 ms [2021-05-18 20:24:19 main:574] : INFO : Epoch 1642 | loss: 0.0311702 | val_loss: 0.0311711 | Time: 2012.77 ms [2021-05-18 20:24:21 main:574] : INFO : Epoch 1643 | loss: 0.0311705 | val_loss: 0.0311691 | Time: 1993.48 ms [2021-05-18 20:24:23 main:574] : INFO : Epoch 1644 | loss: 0.0311693 | val_loss: 0.0311696 | Time: 2036.81 ms [2021-05-18 20:24:26 main:574] : INFO : Epoch 1645 | loss: 0.0311679 | val_loss: 0.0311693 | Time: 2008.92 ms [2021-05-18 20:24:28 main:574] : INFO : Epoch 1646 | loss: 0.0311691 | val_loss: 0.0311731 | Time: 2017.93 ms [2021-05-18 20:24:30 main:574] : INFO : Epoch 1647 | loss: 0.0311692 | val_loss: 0.0311698 | Time: 2023.24 ms [2021-05-18 20:24:32 main:574] : INFO : Epoch 1648 | loss: 0.0311727 | val_loss: 0.0311751 | Time: 2004.55 ms [2021-05-18 20:24:34 main:574] : INFO : Epoch 1649 | loss: 0.0311716 | val_loss: 0.0311748 | Time: 2048.01 ms [2021-05-18 20:24:36 main:574] : INFO : Epoch 1650 | loss: 0.0311714 | val_loss: 0.0311698 | Time: 1999.44 ms [2021-05-18 20:24:38 main:574] : INFO : Epoch 1651 | loss: 0.0311719 | val_loss: 0.0311699 | Time: 2019.41 ms [2021-05-18 20:24:40 main:574] : INFO : Epoch 1652 | loss: 0.0311717 | val_loss: 0.0311717 | Time: 2009.92 ms [2021-05-18 20:24:42 main:574] : INFO : Epoch 1653 | loss: 0.0311696 | val_loss: 0.0311785 | Time: 1996.36 ms [2021-05-18 20:24:45 main:574] : INFO : Epoch 1654 | loss: 0.0311746 | val_loss: 0.031175 | Time: 2005.05 ms [2021-05-18 20:24:47 main:574] : INFO : Epoch 1655 | loss: 0.0311757 | val_loss: 0.0311721 | Time: 2021.08 ms [2021-05-18 20:24:49 main:574] : INFO : Epoch 1656 | loss: 0.0311714 | val_loss: 0.0311728 | Time: 2022.29 ms [2021-05-18 20:24:51 main:574] : INFO : Epoch 1657 | loss: 0.0311677 | val_loss: 0.0311723 | Time: 2035.89 ms [2021-05-18 20:24:53 main:574] : INFO : Epoch 1658 | loss: 0.0311687 | val_loss: 0.0311732 | Time: 2010.59 ms [2021-05-18 20:24:55 main:574] : INFO : Epoch 1659 | loss: 0.0311751 | val_loss: 0.031172 | Time: 2019.55 ms [2021-05-18 20:24:57 main:574] : INFO : Epoch 1660 | loss: 0.0311769 | val_loss: 0.0311747 | Time: 2007.83 ms [2021-05-18 20:24:59 main:574] : INFO : Epoch 1661 | loss: 0.0311742 | val_loss: 0.0311725 | Time: 2013.66 ms [2021-05-18 20:25:01 main:574] : INFO : Epoch 1662 | loss: 0.0311725 | val_loss: 0.0311746 | Time: 2021.48 ms [2021-05-18 20:25:04 main:574] : INFO : Epoch 1663 | loss: 0.0311721 | val_loss: 0.031171 | Time: 2071.53 ms [2021-05-18 20:25:06 main:574] : INFO : Epoch 1664 | loss: 0.0311714 | val_loss: 0.0311697 | Time: 2043.79 ms [2021-05-18 20:25:08 main:574] : INFO : Epoch 1665 | loss: 0.0311712 | val_loss: 0.0311692 | Time: 1992.16 ms [2021-05-18 20:25:10 main:574] : INFO : Epoch 1666 | loss: 0.0311719 | val_loss: 0.0311725 | Time: 2003.38 ms [2021-05-18 20:25:12 main:574] : INFO : Epoch 1667 | loss: 0.0311719 | val_loss: 0.0311754 | Time: 2022.29 ms [2021-05-18 20:25:14 main:574] : INFO : Epoch 1668 | loss: 0.0311743 | val_loss: 0.0311704 | Time: 2018.13 ms [2021-05-18 20:25:16 main:574] : INFO : Epoch 1669 | loss: 0.0311793 | val_loss: 0.0311713 | Time: 2019.51 ms [2021-05-18 20:25:18 main:574] : INFO : Epoch 1670 | loss: 0.0311807 | val_loss: 0.0311714 | Time: 2025.22 ms [2021-05-18 20:25:20 main:574] : INFO : Epoch 1671 | loss: 0.0311758 | val_loss: 0.0311711 | Time: 2013.96 ms [2021-05-18 20:25:23 main:574] : INFO : Epoch 1672 | loss: 0.0311717 | val_loss: 0.0311709 | Time: 2020.5 ms [2021-05-18 20:25:25 main:574] : INFO : Epoch 1673 | loss: 0.0311686 | val_loss: 0.0311697 | Time: 2016.05 ms [2021-05-18 20:25:27 main:574] : INFO : Epoch 1674 | loss: 0.031168 | val_loss: 0.0311681 | Time: 2006.44 ms [2021-05-18 20:25:29 main:574] : INFO : Epoch 1675 | loss: 0.0311672 | val_loss: 0.0311705 | Time: 2034.8 ms [2021-05-18 20:25:31 main:574] : INFO : Epoch 1676 | loss: 0.031169 | val_loss: 0.03117 | Time: 2008.42 ms [2021-05-18 20:25:33 main:574] : INFO : Epoch 1677 | loss: 0.0311695 | val_loss: 0.0311667 | Time: 2024.17 ms [2021-05-18 20:25:35 main:574] : INFO : Epoch 1678 | loss: 0.0311681 | val_loss: 0.0311674 | Time: 1990.19 ms [2021-05-18 20:25:37 main:574] : INFO : Epoch 1679 | loss: 0.0311671 | val_loss: 0.031167 | Time: 2008.57 ms [2021-05-18 20:25:39 main:574] : INFO : Epoch 1680 | loss: 0.0311677 | val_loss: 0.0311697 | Time: 2024.49 ms [2021-05-18 20:25:41 main:574] : INFO : Epoch 1681 | loss: 0.0311746 | val_loss: 0.0311807 | Time: 2033.49 ms [2021-05-18 20:25:43 main:574] : INFO : Epoch 1682 | loss: 0.0311709 | val_loss: 0.0311766 | Time: 2041.45 ms [2021-05-18 20:25:46 main:574] : INFO : Epoch 1683 | loss: 0.0311727 | val_loss: 0.0311719 | Time: 2019.75 ms [2021-05-18 20:25:48 main:574] : INFO : Epoch 1684 | loss: 0.0311679 | val_loss: 0.0311699 | Time: 2012.78 ms [2021-05-18 20:25:50 main:574] : INFO : Epoch 1685 | loss: 0.0311678 | val_loss: 0.0311694 | Time: 2017.35 ms [2021-05-18 20:25:52 main:574] : INFO : Epoch 1686 | loss: 0.031168 | val_loss: 0.031171 | Time: 2030.38 ms [2021-05-18 20:25:54 main:574] : INFO : Epoch 1687 | loss: 0.0311728 | val_loss: 0.0311713 | Time: 2043.38 ms [2021-05-18 20:25:56 main:574] : INFO : Epoch 1688 | loss: 0.0311692 | val_loss: 0.031169 | Time: 2027.14 ms [2021-05-18 20:25:58 main:574] : INFO : Epoch 1689 | loss: 0.0311662 | val_loss: 0.0311675 | Time: 2012.19 ms [2021-05-18 20:26:00 main:574] : INFO : Epoch 1690 | loss: 0.0311651 | val_loss: 0.0311679 | Time: 2014.22 ms [2021-05-18 20:26:03 main:574] : INFO : Epoch 1691 | loss: 0.0311722 | val_loss: 0.0311711 | Time: 2031.8 ms [2021-05-18 20:26:05 main:574] : INFO : Epoch 1692 | loss: 0.0311754 | val_loss: 0.0311749 | Time: 2023.24 ms [2021-05-18 20:26:07 main:574] : INFO : Epoch 1693 | loss: 0.0311727 | val_loss: 0.0311701 | Time: 2022.07 ms [2021-05-18 20:26:09 main:574] : INFO : Epoch 1694 | loss: 0.0311745 | val_loss: 0.0311693 | Time: 2009.24 ms [2021-05-18 20:26:11 main:574] : INFO : Epoch 1695 | loss: 0.0311745 | val_loss: 0.0311667 | Time: 1995.75 ms [2021-05-18 20:26:13 main:574] : INFO : Epoch 1696 | loss: 0.031176 | val_loss: 0.0311699 | Time: 2025.88 ms [2021-05-18 20:26:15 main:574] : INFO : Epoch 1697 | loss: 0.0311712 | val_loss: 0.0311674 | Time: 2013.95 ms [2021-05-18 20:26:17 main:574] : INFO : Epoch 1698 | loss: 0.0311716 | val_loss: 0.0311678 | Time: 1995.87 ms [2021-05-18 20:26:19 main:574] : INFO : Epoch 1699 | loss: 0.0311713 | val_loss: 0.0311722 | Time: 2016.71 ms [2021-05-18 20:26:22 main:574] : INFO : Epoch 1700 | loss: 0.0311731 | val_loss: 0.0311737 | Time: 2019.72 ms [2021-05-18 20:26:24 main:574] : INFO : Epoch 1701 | loss: 0.0311733 | val_loss: 0.0311672 | Time: 2029.01 ms [2021-05-18 20:26:26 main:574] : INFO : Epoch 1702 | loss: 0.0311733 | val_loss: 0.0311684 | Time: 2011.18 ms [2021-05-18 20:26:28 main:574] : INFO : Epoch 1703 | loss: 0.0311743 | val_loss: 0.0311821 | Time: 2015.81 ms [2021-05-18 20:26:30 main:574] : INFO : Epoch 1704 | loss: 0.0311758 | val_loss: 0.0311746 | Time: 2021.71 ms [2021-05-18 20:26:32 main:574] : INFO : Epoch 1705 | loss: 0.0311729 | val_loss: 0.0311731 | Time: 2006.51 ms [2021-05-18 20:26:34 main:574] : INFO : Epoch 1706 | loss: 0.0311711 | val_loss: 0.0311722 | Time: 2005.67 ms [2021-05-18 20:26:36 main:574] : INFO : Epoch 1707 | loss: 0.0311697 | val_loss: 0.0311735 | Time: 2038.97 ms [2021-05-18 20:26:38 main:574] : INFO : Epoch 1708 | loss: 0.0311699 | val_loss: 0.031172 | Time: 2029.98 ms [2021-05-18 20:26:41 main:574] : INFO : Epoch 1709 | loss: 0.0311699 | val_loss: 0.0311709 | Time: 2013.78 ms [2021-05-18 20:26:43 main:574] : INFO : Epoch 1710 | loss: 0.0311692 | val_loss: 0.0311704 | Time: 2022.8 ms [2021-05-18 20:26:45 main:574] : INFO : Epoch 1711 | loss: 0.0311713 | val_loss: 0.0311728 | Time: 2006.1 ms [2021-05-18 20:26:47 main:574] : INFO : Epoch 1712 | loss: 0.0311732 | val_loss: 0.0311754 | Time: 2004.21 ms [2021-05-18 20:26:49 main:574] : INFO : Epoch 1713 | loss: 0.0311747 | val_loss: 0.0311818 | Time: 2038.4 ms [2021-05-18 20:26:51 main:574] : INFO : Epoch 1714 | loss: 0.0311706 | val_loss: 0.0311746 | Time: 2027.94 ms [2021-05-18 20:26:53 main:574] : INFO : Epoch 1715 | loss: 0.0311703 | val_loss: 0.0311755 | Time: 2010.4 ms [2021-05-18 20:26:55 main:574] : INFO : Epoch 1716 | loss: 0.0311683 | val_loss: 0.0311736 | Time: 2021.49 ms [2021-05-18 20:26:57 main:574] : INFO : Epoch 1717 | loss: 0.0311687 | val_loss: 0.0311705 | Time: 2011.33 ms [2021-05-18 20:27:00 main:574] : INFO : Epoch 1718 | loss: 0.0311702 | val_loss: 0.0311708 | Time: 2061.75 ms [2021-05-18 20:27:02 main:574] : INFO : Epoch 1719 | loss: 0.0311687 | val_loss: 0.0311714 | Time: 2336.55 ms [2021-05-18 20:27:04 main:574] : INFO : Epoch 1720 | loss: 0.0311698 | val_loss: 0.0311718 | Time: 2254.14 ms [2021-05-18 20:27:07 main:574] : INFO : Epoch 1721 | loss: 0.0311669 | val_loss: 0.0311696 | Time: 2201.4 ms [2021-05-18 20:27:09 main:574] : INFO : Epoch 1722 | loss: 0.0311692 | val_loss: 0.0311782 | Time: 2253.92 ms [2021-05-18 20:27:11 main:574] : INFO : Epoch 1723 | loss: 0.0311696 | val_loss: 0.0311704 | Time: 2190.77 ms [2021-05-18 20:27:14 main:574] : INFO : Epoch 1724 | loss: 0.0311686 | val_loss: 0.031171 | Time: 2139.37 ms [2021-05-18 20:27:16 main:574] : INFO : Epoch 1725 | loss: 0.0311658 | val_loss: 0.0311731 | Time: 2115.07 ms [2021-05-18 20:27:18 main:574] : INFO : Epoch 1726 | loss: 0.031167 | val_loss: 0.0311723 | Time: 2208.01 ms [2021-05-18 20:27:21 main:574] : INFO : Epoch 1727 | loss: 0.0311669 | val_loss: 0.0311707 | Time: 2217.78 ms [2021-05-18 20:27:23 main:574] : INFO : Epoch 1728 | loss: 0.0311654 | val_loss: 0.0311694 | Time: 2122.39 ms [2021-05-18 20:27:25 main:574] : INFO : Epoch 1729 | loss: 0.0311662 | val_loss: 0.0311683 | Time: 2154.38 ms [2021-05-18 20:27:28 main:574] : INFO : Epoch 1730 | loss: 0.0311693 | val_loss: 0.0311718 | Time: 2227.42 ms [2021-05-18 20:27:30 main:574] : INFO : Epoch 1731 | loss: 0.0311709 | val_loss: 0.0311783 | Time: 2251.26 ms [2021-05-18 20:27:32 main:574] : INFO : Epoch 1732 | loss: 0.0311672 | val_loss: 0.0311723 | Time: 2069.55 ms [2021-05-18 20:27:34 main:574] : INFO : Epoch 1733 | loss: 0.0311677 | val_loss: 0.0311704 | Time: 2020.46 ms [2021-05-18 20:27:36 main:574] : INFO : Epoch 1734 | loss: 0.0311662 | val_loss: 0.0311698 | Time: 2026.58 ms [2021-05-18 20:27:38 main:574] : INFO : Epoch 1735 | loss: 0.0311639 | val_loss: 0.0311701 | Time: 2024.76 ms [2021-05-18 20:27:41 main:574] : INFO : Epoch 1736 | loss: 0.0311659 | val_loss: 0.0311783 | Time: 2018.37 ms [2021-05-18 20:27:43 main:574] : INFO : Epoch 1737 | loss: 0.0311674 | val_loss: 0.0311758 | Time: 2006.72 ms [2021-05-18 20:27:45 main:574] : INFO : Epoch 1738 | loss: 0.0311669 | val_loss: 0.0311688 | Time: 2019.41 ms [2021-05-18 20:27:47 main:574] : INFO : Epoch 1739 | loss: 0.031163 | val_loss: 0.0311701 | Time: 2027.54 ms [2021-05-18 20:27:49 main:574] : INFO : Epoch 1740 | loss: 0.0311627 | val_loss: 0.0311667 | Time: 2037.51 ms [2021-05-18 20:27:51 main:574] : INFO : Epoch 1741 | loss: 0.0311651 | val_loss: 0.0311692 | Time: 1994 ms [2021-05-18 20:27:53 main:574] : INFO : Epoch 1742 | loss: 0.031165 | val_loss: 0.0311706 | Time: 2026.76 ms [2021-05-18 20:27:55 main:574] : INFO : Epoch 1743 | loss: 0.0311748 | val_loss: 0.0311777 | Time: 2023.15 ms [2021-05-18 20:27:57 main:574] : INFO : Epoch 1744 | loss: 0.0311887 | val_loss: 0.0311834 | Time: 2013.78 ms [2021-05-18 20:28:00 main:574] : INFO : Epoch 1745 | loss: 0.0311919 | val_loss: 0.0311883 | Time: 2020.93 ms [2021-05-18 20:28:02 main:574] : INFO : Epoch 1746 | loss: 0.0311904 | val_loss: 0.0311841 | Time: 2025.1 ms [2021-05-18 20:28:04 main:574] : INFO : Epoch 1747 | loss: 0.0311871 | val_loss: 0.0311844 | Time: 2010.73 ms [2021-05-18 20:28:06 main:574] : INFO : Epoch 1748 | loss: 0.031189 | val_loss: 0.0311857 | Time: 2034.55 ms [2021-05-18 20:28:08 main:574] : INFO : Epoch 1749 | loss: 0.0311901 | val_loss: 0.031182 | Time: 2008.4 ms [2021-05-18 20:28:10 main:574] : INFO : Epoch 1750 | loss: 0.031188 | val_loss: 0.0311864 | Time: 2021.26 ms [2021-05-18 20:28:12 main:574] : INFO : Epoch 1751 | loss: 0.0311923 | val_loss: 0.0311863 | Time: 2017.92 ms [2021-05-18 20:28:14 main:574] : INFO : Epoch 1752 | loss: 0.0311896 | val_loss: 0.0311857 | Time: 2023.86 ms [2021-05-18 20:28:17 main:574] : INFO : Epoch 1753 | loss: 0.031186 | val_loss: 0.0311819 | Time: 2043.55 ms [2021-05-18 20:28:19 main:574] : INFO : Epoch 1754 | loss: 0.0311875 | val_loss: 0.0311921 | Time: 2010.73 ms [2021-05-18 20:28:21 main:574] : INFO : Epoch 1755 | loss: 0.031197 | val_loss: 0.0311957 | Time: 2032.36 ms [2021-05-18 20:28:23 main:574] : INFO : Epoch 1756 | loss: 0.0312004 | val_loss: 0.0311983 | Time: 2004.63 ms [2021-05-18 20:28:25 main:574] : INFO : Epoch 1757 | loss: 0.0311974 | val_loss: 0.031196 | Time: 2017.69 ms [2021-05-18 20:28:27 main:574] : INFO : Epoch 1758 | loss: 0.0311938 | val_loss: 0.0311887 | Time: 2015.18 ms [2021-05-18 20:28:29 main:574] : INFO : Epoch 1759 | loss: 0.0311914 | val_loss: 0.0311883 | Time: 2023.73 ms [2021-05-18 20:28:31 main:574] : INFO : Epoch 1760 | loss: 0.0311904 | val_loss: 0.0311881 | Time: 2015.43 ms [2021-05-18 20:28:33 main:574] : INFO : Epoch 1761 | loss: 0.0311902 | val_loss: 0.031186 | Time: 2024.25 ms [2021-05-18 20:28:36 main:574] : INFO : Epoch 1762 | loss: 0.0311878 | val_loss: 0.0311853 | Time: 2021.67 ms [2021-05-18 20:28:38 main:574] : INFO : Epoch 1763 | loss: 0.0311877 | val_loss: 0.031186 | Time: 2015.95 ms [2021-05-18 20:28:40 main:574] : INFO : Epoch 1764 | loss: 0.0311895 | val_loss: 0.0311919 | Time: 2042.1 ms [2021-05-18 20:28:42 main:574] : INFO : Epoch 1765 | loss: 0.0311913 | val_loss: 0.0311909 | Time: 2021.8 ms [2021-05-18 20:28:44 main:574] : INFO : Epoch 1766 | loss: 0.0311914 | val_loss: 0.0311869 | Time: 2026.89 ms [2021-05-18 20:28:46 main:574] : INFO : Epoch 1767 | loss: 0.0311911 | val_loss: 0.0311882 | Time: 2010.22 ms [2021-05-18 20:28:48 main:574] : INFO : Epoch 1768 | loss: 0.031189 | val_loss: 0.0311865 | Time: 2009.18 ms [2021-05-18 20:28:50 main:574] : INFO : Epoch 1769 | loss: 0.0311891 | val_loss: 0.0311883 | Time: 2027.26 ms [2021-05-18 20:28:52 main:574] : INFO : Epoch 1770 | loss: 0.0311877 | val_loss: 0.031186 | Time: 2024.15 ms [2021-05-18 20:28:55 main:574] : INFO : Epoch 1771 | loss: 0.0311914 | val_loss: 0.0312 | Time: 1998.93 ms [2021-05-18 20:28:57 main:574] : INFO : Epoch 1772 | loss: 0.0311895 | val_loss: 0.0311872 | Time: 2035.65 ms [2021-05-18 20:28:59 main:574] : INFO : Epoch 1773 | loss: 0.0311886 | val_loss: 0.0311886 | Time: 2026.4 ms [2021-05-18 20:29:01 main:574] : INFO : Epoch 1774 | loss: 0.0311895 | val_loss: 0.0311915 | Time: 2032.02 ms [2021-05-18 20:29:03 main:574] : INFO : Epoch 1775 | loss: 0.0311893 | val_loss: 0.0311863 | Time: 2041.32 ms [2021-05-18 20:29:05 main:574] : INFO : Epoch 1776 | loss: 0.0311923 | val_loss: 0.031187 | Time: 2044.3 ms [2021-05-18 20:29:07 main:574] : INFO : Epoch 1777 | loss: 0.0311856 | val_loss: 0.0311844 | Time: 2029.59 ms [2021-05-18 20:29:09 main:574] : INFO : Epoch 1778 | loss: 0.0311855 | val_loss: 0.0311842 | Time: 1992.85 ms [2021-05-18 20:29:11 main:574] : INFO : Epoch 1779 | loss: 0.0311868 | val_loss: 0.0311883 | Time: 2005.9 ms [2021-05-18 20:29:14 main:574] : INFO : Epoch 1780 | loss: 0.0311901 | val_loss: 0.0311892 | Time: 2008.92 ms [2021-05-18 20:29:16 main:574] : INFO : Epoch 1781 | loss: 0.0311912 | val_loss: 0.0311844 | Time: 2002.05 ms [2021-05-18 20:29:18 main:574] : INFO : Epoch 1782 | loss: 0.0311908 | val_loss: 0.0311934 | Time: 2021.62 ms [2021-05-18 20:29:20 main:574] : INFO : Epoch 1783 | loss: 0.0311895 | val_loss: 0.0311849 | Time: 2011.25 ms [2021-05-18 20:29:22 main:574] : INFO : Epoch 1784 | loss: 0.0311852 | val_loss: 0.0311842 | Time: 2031.49 ms [2021-05-18 20:29:24 main:574] : INFO : Epoch 1785 | loss: 0.0311865 | val_loss: 0.0311897 | Time: 2053.01 ms [2021-05-18 20:29:26 main:574] : INFO : Epoch 1786 | loss: 0.0311899 | val_loss: 0.0311945 | Time: 2019.83 ms [2021-05-18 20:29:28 main:574] : INFO : Epoch 1787 | loss: 0.0311881 | val_loss: 0.0311882 | Time: 2021.16 ms [2021-05-18 20:29:30 main:574] : INFO : Epoch 1788 | loss: 0.0311861 | val_loss: 0.0311848 | Time: 2009.66 ms [2021-05-18 20:29:32 main:574] : INFO : Epoch 1789 | loss: 0.0311857 | val_loss: 0.0311849 | Time: 2012.96 ms [2021-05-18 20:29:35 main:574] : INFO : Epoch 1790 | loss: 0.0311865 | val_loss: 0.0311872 | Time: 2007.05 ms [2021-05-18 20:29:37 main:574] : INFO : Epoch 1791 | loss: 0.0311862 | val_loss: 0.0311853 | Time: 2029.09 ms [2021-05-18 20:29:39 main:574] : INFO : Epoch 1792 | loss: 0.0311863 | val_loss: 0.0311866 | Time: 2019.91 ms [2021-05-18 20:29:41 main:574] : INFO : Epoch 1793 | loss: 0.0311834 | val_loss: 0.0311885 | Time: 2023.85 ms [2021-05-18 20:29:43 main:574] : INFO : Epoch 1794 | loss: 0.0311845 | val_loss: 0.031188 | Time: 2027.19 ms [2021-05-18 20:29:45 main:574] : INFO : Epoch 1795 | loss: 0.0311863 | val_loss: 0.0311844 | Time: 2017.12 ms [2021-05-18 20:29:47 main:574] : INFO : Epoch 1796 | loss: 0.0311837 | val_loss: 0.0311849 | Time: 2036.35 ms [2021-05-18 20:29:49 main:574] : INFO : Epoch 1797 | loss: 0.0311842 | val_loss: 0.0311861 | Time: 2003.04 ms [2021-05-18 20:29:52 main:574] : INFO : Epoch 1798 | loss: 0.0311852 | val_loss: 0.0311856 | Time: 2026.52 ms [2021-05-18 20:29:54 main:574] : INFO : Epoch 1799 | loss: 0.0311844 | val_loss: 0.0311844 | Time: 2003.46 ms [2021-05-18 20:29:56 main:574] : INFO : Epoch 1800 | loss: 0.0311861 | val_loss: 0.0311882 | Time: 2001.64 ms [2021-05-18 20:29:58 main:574] : INFO : Epoch 1801 | loss: 0.0311859 | val_loss: 0.031185 | Time: 2018.76 ms [2021-05-18 20:30:00 main:574] : INFO : Epoch 1802 | loss: 0.0311867 | val_loss: 0.0311844 | Time: 2028.32 ms [2021-05-18 20:30:02 main:574] : INFO : Epoch 1803 | loss: 0.031187 | val_loss: 0.0311877 | Time: 1983.37 ms [2021-05-18 20:30:04 main:574] : INFO : Epoch 1804 | loss: 0.0311868 | val_loss: 0.0311903 | Time: 2006.52 ms [2021-05-18 20:30:06 main:574] : INFO : Epoch 1805 | loss: 0.0311868 | val_loss: 0.031185 | Time: 2039.78 ms [2021-05-18 20:30:08 main:574] : INFO : Epoch 1806 | loss: 0.0311881 | val_loss: 0.0311937 | Time: 2014.55 ms [2021-05-18 20:30:11 main:574] : INFO : Epoch 1807 | loss: 0.0311848 | val_loss: 0.0311865 | Time: 2032.36 ms [2021-05-18 20:30:13 main:574] : INFO : Epoch 1808 | loss: 0.0311824 | val_loss: 0.0311877 | Time: 2021.04 ms [2021-05-18 20:30:15 main:574] : INFO : Epoch 1809 | loss: 0.0311823 | val_loss: 0.0311858 | Time: 2003.83 ms [2021-05-18 20:30:17 main:574] : INFO : Epoch 1810 | loss: 0.0311826 | val_loss: 0.0311857 | Time: 2008.78 ms [2021-05-18 20:30:19 main:574] : INFO : Epoch 1811 | loss: 0.0311829 | val_loss: 0.0311846 | Time: 2028.02 ms [2021-05-18 20:30:21 main:574] : INFO : Epoch 1812 | loss: 0.0311823 | val_loss: 0.0311863 | Time: 2013.47 ms [2021-05-18 20:30:23 main:574] : INFO : Epoch 1813 | loss: 0.0311836 | val_loss: 0.031186 | Time: 2015.3 ms [2021-05-18 20:30:25 main:574] : INFO : Epoch 1814 | loss: 0.0311832 | val_loss: 0.0311835 | Time: 2031.28 ms [2021-05-18 20:30:28 main:574] : INFO : Epoch 1815 | loss: 0.0311823 | val_loss: 0.0311841 | Time: 2032.62 ms [2021-05-18 20:30:30 main:574] : INFO : Epoch 1816 | loss: 0.0311836 | val_loss: 0.0311855 | Time: 2018.26 ms [2021-05-18 20:30:32 main:574] : INFO : Epoch 1817 | loss: 0.0311838 | val_loss: 0.0311863 | Time: 2008.05 ms [2021-05-18 20:30:34 main:574] : INFO : Epoch 1818 | loss: 0.0311873 | val_loss: 0.0311915 | Time: 2044.7 ms [2021-05-18 20:30:36 main:574] : INFO : Epoch 1819 | loss: 0.0311842 | val_loss: 0.031187 | Time: 2021.09 ms [2021-05-18 20:30:38 main:574] : INFO : Epoch 1820 | loss: 0.0311832 | val_loss: 0.0311891 | Time: 2016.75 ms [2021-05-18 20:30:40 main:574] : INFO : Epoch 1821 | loss: 0.0311835 | val_loss: 0.0311857 | Time: 2012.08 ms [2021-05-18 20:30:43 main:574] : INFO : Epoch 1822 | loss: 0.031182 | val_loss: 0.0311827 | Time: 2036.71 ms [2021-05-18 20:30:45 main:574] : INFO : Epoch 1823 | loss: 0.0311811 | val_loss: 0.0311832 | Time: 2006.81 ms [2021-05-18 20:30:47 main:574] : INFO : Epoch 1824 | loss: 0.0311823 | val_loss: 0.0311878 | Time: 2015.09 ms [2021-05-18 20:30:49 main:574] : INFO : Epoch 1825 | loss: 0.031184 | val_loss: 0.0311846 | Time: 2032.7 ms [2021-05-18 20:30:51 main:574] : INFO : Epoch 1826 | loss: 0.0311811 | val_loss: 0.0311824 | Time: 2017.98 ms [2021-05-18 20:30:53 main:574] : INFO : Epoch 1827 | loss: 0.0311825 | val_loss: 0.0311833 | Time: 2014.7 ms [2021-05-18 20:30:55 main:574] : INFO : Epoch 1828 | loss: 0.0311838 | val_loss: 0.0311844 | Time: 2009.45 ms [2021-05-18 20:30:57 main:574] : INFO : Epoch 1829 | loss: 0.0311837 | val_loss: 0.0311843 | Time: 2033.57 ms [2021-05-18 20:30:59 main:574] : INFO : Epoch 1830 | loss: 0.0311825 | val_loss: 0.0311841 | Time: 2020.59 ms [2021-05-18 20:31:02 main:574] : INFO : Epoch 1831 | loss: 0.0311834 | val_loss: 0.031187 | Time: 2017.74 ms [2021-05-18 20:31:04 main:574] : INFO : Epoch 1832 | loss: 0.031182 | val_loss: 0.0311864 | Time: 2012.31 ms [2021-05-18 20:31:06 main:574] : INFO : Epoch 1833 | loss: 0.0311826 | val_loss: 0.0311822 | Time: 2022.49 ms [2021-05-18 20:31:08 main:574] : INFO : Epoch 1834 | loss: 0.0311815 | val_loss: 0.0311827 | Time: 2020.85 ms [2021-05-18 20:31:10 main:574] : INFO : Epoch 1835 | loss: 0.0311839 | val_loss: 0.0311876 | Time: 2009.67 ms [2021-05-18 20:31:12 main:574] : INFO : Epoch 1836 | loss: 0.0311851 | val_loss: 0.0311879 | Time: 2025.77 ms [2021-05-18 20:31:14 main:574] : INFO : Epoch 1837 | loss: 0.031183 | val_loss: 0.0311828 | Time: 2004.26 ms [2021-05-18 20:31:16 main:574] : INFO : Epoch 1838 | loss: 0.0311821 | val_loss: 0.0311864 | Time: 2031.68 ms [2021-05-18 20:31:18 main:574] : INFO : Epoch 1839 | loss: 0.0311823 | val_loss: 0.0311857 | Time: 2009.1 ms [2021-05-18 20:31:20 main:574] : INFO : Epoch 1840 | loss: 0.0311834 | val_loss: 0.0311865 | Time: 1999.46 ms [2021-05-18 20:31:23 main:574] : INFO : Epoch 1841 | loss: 0.0311842 | val_loss: 0.0311854 | Time: 2026.07 ms [2021-05-18 20:31:25 main:574] : INFO : Epoch 1842 | loss: 0.031182 | val_loss: 0.0311852 | Time: 2011.68 ms [2021-05-18 20:31:27 main:574] : INFO : Epoch 1843 | loss: 0.0311809 | val_loss: 0.031183 | Time: 2012 ms [2021-05-18 20:31:29 main:574] : INFO : Epoch 1844 | loss: 0.0311846 | val_loss: 0.0311854 | Time: 2009.18 ms [2021-05-18 20:31:31 main:574] : INFO : Epoch 1845 | loss: 0.0311841 | val_loss: 0.0311857 | Time: 2243.43 ms [2021-05-18 20:31:34 main:574] : INFO : Epoch 1846 | loss: 0.0311856 | val_loss: 0.031192 | Time: 2273.65 ms [2021-05-18 20:31:36 main:574] : INFO : Epoch 1847 | loss: 0.0311844 | val_loss: 0.0311867 | Time: 2268.59 ms [2021-05-18 20:31:38 main:574] : INFO : Epoch 1848 | loss: 0.0311856 | val_loss: 0.0311848 | Time: 2237.92 ms [2021-05-18 20:31:41 main:574] : INFO : Epoch 1849 | loss: 0.0311852 | val_loss: 0.0311855 | Time: 2208.21 ms [2021-05-18 20:31:43 main:574] : INFO : Epoch 1850 | loss: 0.0311823 | val_loss: 0.0311825 | Time: 2213.27 ms [2021-05-18 20:31:46 main:574] : INFO : Epoch 1851 | loss: 0.0311816 | val_loss: 0.0311838 | Time: 2219.18 ms [2021-05-18 20:31:48 main:574] : INFO : Epoch 1852 | loss: 0.0311839 | val_loss: 0.0311908 | Time: 2279.51 ms [2021-05-18 20:31:50 main:574] : INFO : Epoch 1853 | loss: 0.0311899 | val_loss: 0.031185 | Time: 2227.9 ms [2021-05-18 20:31:52 main:574] : INFO : Epoch 1854 | loss: 0.0311825 | val_loss: 0.031182 | Time: 2158.65 ms [2021-05-18 20:31:55 main:574] : INFO : Epoch 1855 | loss: 0.0311818 | val_loss: 0.0311821 | Time: 2110.27 ms [2021-05-18 20:31:57 main:574] : INFO : Epoch 1856 | loss: 0.0311805 | val_loss: 0.0311819 | Time: 2090.51 ms [2021-05-18 20:31:59 main:574] : INFO : Epoch 1857 | loss: 0.0311801 | val_loss: 0.0311824 | Time: 2120.88 ms [2021-05-18 20:32:01 main:574] : INFO : Epoch 1858 | loss: 0.03118 | val_loss: 0.0311849 | Time: 2114.69 ms [2021-05-18 20:32:03 main:574] : INFO : Epoch 1859 | loss: 0.0311807 | val_loss: 0.0311823 | Time: 2025.62 ms [2021-05-18 20:32:06 main:574] : INFO : Epoch 1860 | loss: 0.031182 | val_loss: 0.0311873 | Time: 2052.36 ms [2021-05-18 20:32:08 main:574] : INFO : Epoch 1861 | loss: 0.0311839 | val_loss: 0.031194 | Time: 2019.58 ms [2021-05-18 20:32:10 main:574] : INFO : Epoch 1862 | loss: 0.0311875 | val_loss: 0.0311905 | Time: 2001.46 ms [2021-05-18 20:32:12 main:574] : INFO : Epoch 1863 | loss: 0.031187 | val_loss: 0.0311818 | Time: 2023.95 ms [2021-05-18 20:32:14 main:574] : INFO : Epoch 1864 | loss: 0.0311855 | val_loss: 0.0311821 | Time: 2007.12 ms [2021-05-18 20:32:16 main:574] : INFO : Epoch 1865 | loss: 0.031184 | val_loss: 0.0311825 | Time: 2026.34 ms [2021-05-18 20:32:18 main:574] : INFO : Epoch 1866 | loss: 0.0311833 | val_loss: 0.0311799 | Time: 2031.71 ms [2021-05-18 20:32:20 main:574] : INFO : Epoch 1867 | loss: 0.0311812 | val_loss: 0.0311817 | Time: 2022.66 ms [2021-05-18 20:32:22 main:574] : INFO : Epoch 1868 | loss: 0.0311793 | val_loss: 0.0311805 | Time: 2028.33 ms [2021-05-18 20:32:24 main:574] : INFO : Epoch 1869 | loss: 0.0311815 | val_loss: 0.0311813 | Time: 2000.35 ms [2021-05-18 20:32:27 main:574] : INFO : Epoch 1870 | loss: 0.0311812 | val_loss: 0.0311827 | Time: 2019 ms [2021-05-18 20:32:29 main:574] : INFO : Epoch 1871 | loss: 0.0311805 | val_loss: 0.0311816 | Time: 2032.38 ms [2021-05-18 20:32:31 main:574] : INFO : Epoch 1872 | loss: 0.0311805 | val_loss: 0.0311793 | Time: 2005.71 ms [2021-05-18 20:32:33 main:574] : INFO : Epoch 1873 | loss: 0.0311793 | val_loss: 0.0311784 | Time: 2005.44 ms [2021-05-18 20:32:35 main:574] : INFO : Epoch 1874 | loss: 0.0311824 | val_loss: 0.0311791 | Time: 2028.31 ms [2021-05-18 20:32:37 main:574] : INFO : Epoch 1875 | loss: 0.0311807 | val_loss: 0.0311801 | Time: 2024.83 ms [2021-05-18 20:32:39 main:574] : INFO : Epoch 1876 | loss: 0.0311779 | val_loss: 0.0311777 | Time: 2001.11 ms [2021-05-18 20:32:41 main:574] : INFO : Epoch 1877 | loss: 0.0311764 | val_loss: 0.0311805 | Time: 2025.03 ms [2021-05-18 20:32:43 main:574] : INFO : Epoch 1878 | loss: 0.0311774 | val_loss: 0.0311798 | Time: 2010.56 ms [2021-05-18 20:32:46 main:574] : INFO : Epoch 1879 | loss: 0.0311763 | val_loss: 0.0311804 | Time: 2016.44 ms [2021-05-18 20:32:48 main:574] : INFO : Epoch 1880 | loss: 0.0311764 | val_loss: 0.0311785 | Time: 2038.24 ms [2021-05-18 20:32:50 main:574] : INFO : Epoch 1881 | loss: 0.0311775 | val_loss: 0.0311796 | Time: 2007.39 ms [2021-05-18 20:32:52 main:574] : INFO : Epoch 1882 | loss: 0.0311776 | val_loss: 0.0311784 | Time: 1999.65 ms [2021-05-18 20:32:54 main:574] : INFO : Epoch 1883 | loss: 0.0311794 | val_loss: 0.0311805 | Time: 2023.46 ms [2021-05-18 20:32:56 main:574] : INFO : Epoch 1884 | loss: 0.031177 | val_loss: 0.0311788 | Time: 2019.84 ms [2021-05-18 20:32:58 main:574] : INFO : Epoch 1885 | loss: 0.0311764 | val_loss: 0.0311793 | Time: 2017.5 ms [2021-05-18 20:33:00 main:574] : INFO : Epoch 1886 | loss: 0.0311813 | val_loss: 0.0311793 | Time: 2007.79 ms [2021-05-18 20:33:02 main:574] : INFO : Epoch 1887 | loss: 0.0311784 | val_loss: 0.0311825 | Time: 2030.18 ms [2021-05-18 20:33:05 main:574] : INFO : Epoch 1888 | loss: 0.031179 | val_loss: 0.0311827 | Time: 2000.06 ms [2021-05-18 20:33:07 main:574] : INFO : Epoch 1889 | loss: 0.0311784 | val_loss: 0.031178 | Time: 2008.25 ms [2021-05-18 20:33:09 main:574] : INFO : Epoch 1890 | loss: 0.0311761 | val_loss: 0.0311788 | Time: 2003.34 ms [2021-05-18 20:33:11 main:574] : INFO : Epoch 1891 | loss: 0.0311757 | val_loss: 0.0311816 | Time: 1993.29 ms [2021-05-18 20:33:13 main:574] : INFO : Epoch 1892 | loss: 0.0311791 | val_loss: 0.0311784 | Time: 2008.52 ms [2021-05-18 20:33:15 main:574] : INFO : Epoch 1893 | loss: 0.0311778 | val_loss: 0.0311784 | Time: 2025.49 ms [2021-05-18 20:33:17 main:574] : INFO : Epoch 1894 | loss: 0.0311826 | val_loss: 0.0311879 | Time: 2039.73 ms [2021-05-18 20:33:19 main:574] : INFO : Epoch 1895 | loss: 0.0311862 | val_loss: 0.0311869 | Time: 2005.5 ms [2021-05-18 20:33:21 main:574] : INFO : Epoch 1896 | loss: 0.0311782 | val_loss: 0.0311839 | Time: 2023.43 ms [2021-05-18 20:33:23 main:574] : INFO : Epoch 1897 | loss: 0.0311814 | val_loss: 0.0311796 | Time: 2012.19 ms [2021-05-18 20:33:25 main:574] : INFO : Epoch 1898 | loss: 0.031177 | val_loss: 0.0311795 | Time: 2011.7 ms [2021-05-18 20:33:28 main:574] : INFO : Epoch 1899 | loss: 0.0311756 | val_loss: 0.0311785 | Time: 2012.92 ms [2021-05-18 20:33:30 main:574] : INFO : Epoch 1900 | loss: 0.0311772 | val_loss: 0.031181 | Time: 2028 ms [2021-05-18 20:33:32 main:574] : INFO : Epoch 1901 | loss: 0.0311754 | val_loss: 0.0311813 | Time: 2031.42 ms [2021-05-18 20:33:34 main:574] : INFO : Epoch 1902 | loss: 0.0311768 | val_loss: 0.031181 | Time: 2028.54 ms [2021-05-18 20:33:36 main:574] : INFO : Epoch 1903 | loss: 0.0311767 | val_loss: 0.0311847 | Time: 2007.21 ms [2021-05-18 20:33:38 main:574] : INFO : Epoch 1904 | loss: 0.0311759 | val_loss: 0.0311804 | Time: 2010.34 ms [2021-05-18 20:33:40 main:574] : INFO : Epoch 1905 | loss: 0.0311777 | val_loss: 0.0311826 | Time: 2015.57 ms [2021-05-18 20:33:42 main:574] : INFO : Epoch 1906 | loss: 0.0311797 | val_loss: 0.0311875 | Time: 2005.58 ms [2021-05-18 20:33:45 main:574] : INFO : Epoch 1907 | loss: 0.0311741 | val_loss: 0.0311825 | Time: 2017.4 ms [2021-05-18 20:33:47 main:574] : INFO : Epoch 1908 | loss: 0.0311731 | val_loss: 0.0311836 | Time: 2053.15 ms [2021-05-18 20:33:49 main:574] : INFO : Epoch 1909 | loss: 0.0311739 | val_loss: 0.0311795 | Time: 2004.78 ms [2021-05-18 20:33:51 main:574] : INFO : Epoch 1910 | loss: 0.0311734 | val_loss: 0.0311809 | Time: 2008.57 ms [2021-05-18 20:33:53 main:574] : INFO : Epoch 1911 | loss: 0.0311724 | val_loss: 0.0311962 | Time: 2020.85 ms [2021-05-18 20:33:55 main:574] : INFO : Epoch 1912 | loss: 0.0311729 | val_loss: 0.0311805 | Time: 2012.52 ms [2021-05-18 20:33:57 main:574] : INFO : Epoch 1913 | loss: 0.0311736 | val_loss: 0.0311835 | Time: 2008.01 ms [2021-05-18 20:33:59 main:574] : INFO : Epoch 1914 | loss: 0.0311742 | val_loss: 0.0311793 | Time: 2017.88 ms [2021-05-18 20:34:01 main:574] : INFO : Epoch 1915 | loss: 0.0311737 | val_loss: 0.031177 | Time: 2019.68 ms [2021-05-18 20:34:03 main:574] : INFO : Epoch 1916 | loss: 0.0311727 | val_loss: 0.0311783 | Time: 2031.77 ms [2021-05-18 20:34:06 main:574] : INFO : Epoch 1917 | loss: 0.0311725 | val_loss: 0.0311855 | Time: 2029.56 ms [2021-05-18 20:34:08 main:574] : INFO : Epoch 1918 | loss: 0.031177 | val_loss: 0.031185 | Time: 2023.59 ms [2021-05-18 20:34:10 main:574] : INFO : Epoch 1919 | loss: 0.0311748 | val_loss: 0.0311802 | Time: 2017.29 ms [2021-05-18 20:34:12 main:574] : INFO : Epoch 1920 | loss: 0.0311742 | val_loss: 0.031191 | Time: 2032.54 ms [2021-05-18 20:34:14 main:574] : INFO : Epoch 1921 | loss: 0.0311763 | val_loss: 0.0311749 | Time: 1999.97 ms [2021-05-18 20:34:16 main:574] : INFO : Epoch 1922 | loss: 0.0311779 | val_loss: 0.0311735 | Time: 2032.14 ms [2021-05-18 20:34:18 main:574] : INFO : Epoch 1923 | loss: 0.0311764 | val_loss: 0.0311869 | Time: 1993.45 ms [2021-05-18 20:34:20 main:574] : INFO : Epoch 1924 | loss: 0.0311758 | val_loss: 0.0311869 | Time: 2017.29 ms [2021-05-18 20:34:22 main:574] : INFO : Epoch 1925 | loss: 0.0311793 | val_loss: 0.0311774 | Time: 2028.95 ms [2021-05-18 20:34:24 main:574] : INFO : Epoch 1926 | loss: 0.0311745 | val_loss: 0.0311846 | Time: 1997.5 ms [2021-05-18 20:34:27 main:574] : INFO : Epoch 1927 | loss: 0.0311761 | val_loss: 0.0311776 | Time: 2025.02 ms [2021-05-18 20:34:29 main:574] : INFO : Epoch 1928 | loss: 0.0311786 | val_loss: 0.0311807 | Time: 2035.23 ms [2021-05-18 20:34:31 main:574] : INFO : Epoch 1929 | loss: 0.0311734 | val_loss: 0.0311769 | Time: 2026.88 ms [2021-05-18 20:34:33 main:574] : INFO : Epoch 1930 | loss: 0.031177 | val_loss: 0.0311835 | Time: 2036.91 ms [2021-05-18 20:34:35 main:574] : INFO : Epoch 1931 | loss: 0.0311757 | val_loss: 0.03118 | Time: 2028.67 ms [2021-05-18 20:34:37 main:574] : INFO : Epoch 1932 | loss: 0.0311758 | val_loss: 0.0311818 | Time: 2017.76 ms [2021-05-18 20:34:39 main:574] : INFO : Epoch 1933 | loss: 0.0311748 | val_loss: 0.0311801 | Time: 2022.59 ms [2021-05-18 20:34:41 main:574] : INFO : Epoch 1934 | loss: 0.0311739 | val_loss: 0.0311847 | Time: 2005.54 ms [2021-05-18 20:34:44 main:574] : INFO : Epoch 1935 | loss: 0.0311729 | val_loss: 0.031184 | Time: 2025.75 ms [2021-05-18 20:34:46 main:574] : INFO : Epoch 1936 | loss: 0.0311721 | val_loss: 0.0311797 | Time: 2021.77 ms [2021-05-18 20:34:48 main:574] : INFO : Epoch 1937 | loss: 0.0311733 | val_loss: 0.0311832 | Time: 2011.54 ms [2021-05-18 20:34:50 main:574] : INFO : Epoch 1938 | loss: 0.0311745 | val_loss: 0.0311766 | Time: 2025.93 ms [2021-05-18 20:34:52 main:574] : INFO : Epoch 1939 | loss: 0.0311722 | val_loss: 0.0311849 | Time: 2015.65 ms [2021-05-18 20:34:54 main:574] : INFO : Epoch 1940 | loss: 0.0311747 | val_loss: 0.0311896 | Time: 1993.25 ms [2021-05-18 20:34:56 main:574] : INFO : Epoch 1941 | loss: 0.0311748 | val_loss: 0.0311773 | Time: 2014.28 ms [2021-05-18 20:34:58 main:574] : INFO : Epoch 1942 | loss: 0.0311735 | val_loss: 0.0311816 | Time: 2032.06 ms [2021-05-18 20:35:01 main:574] : INFO : Epoch 1943 | loss: 0.0311755 | val_loss: 0.0311801 | Time: 2015.55 ms [2021-05-18 20:35:03 main:574] : INFO : Epoch 1944 | loss: 0.0311782 | val_loss: 0.0311891 | Time: 1995.04 ms [2021-05-18 20:35:05 main:574] : INFO : Epoch 1945 | loss: 0.0311747 | val_loss: 0.0311875 | Time: 2014.31 ms [2021-05-18 20:35:07 main:574] : INFO : Epoch 1946 | loss: 0.0311756 | val_loss: 0.0311786 | Time: 2022.67 ms [2021-05-18 20:35:09 main:574] : INFO : Epoch 1947 | loss: 0.0311746 | val_loss: 0.0311763 | Time: 2017.03 ms [2021-05-18 20:35:11 main:574] : INFO : Epoch 1948 | loss: 0.0311729 | val_loss: 0.0311791 | Time: 2015.63 ms [2021-05-18 20:35:13 main:574] : INFO : Epoch 1949 | loss: 0.0311719 | val_loss: 0.0311786 | Time: 2018.59 ms [2021-05-18 20:35:15 main:574] : INFO : Epoch 1950 | loss: 0.0311716 | val_loss: 0.0311814 | Time: 2021.41 ms [2021-05-18 20:35:17 main:574] : INFO : Epoch 1951 | loss: 0.0311727 | val_loss: 0.0311777 | Time: 2013.49 ms [2021-05-18 20:35:20 main:574] : INFO : Epoch 1952 | loss: 0.0311702 | val_loss: 0.0311834 | Time: 2005.64 ms [2021-05-18 20:35:22 main:574] : INFO : Epoch 1953 | loss: 0.0311713 | val_loss: 0.0311795 | Time: 2014.65 ms [2021-05-18 20:35:24 main:574] : INFO : Epoch 1954 | loss: 0.0311732 | val_loss: 0.0311784 | Time: 2022.23 ms [2021-05-18 20:35:26 main:574] : INFO : Epoch 1955 | loss: 0.0311796 | val_loss: 0.0311832 | Time: 2007.62 ms [2021-05-18 20:35:28 main:574] : INFO : Epoch 1956 | loss: 0.0311742 | val_loss: 0.0311808 | Time: 2003.67 ms [2021-05-18 20:35:30 main:574] : INFO : Epoch 1957 | loss: 0.0311725 | val_loss: 0.0311831 | Time: 2013.27 ms [2021-05-18 20:35:32 main:574] : INFO : Epoch 1958 | loss: 0.0311707 | val_loss: 0.0311822 | Time: 2011.43 ms [2021-05-18 20:35:34 main:574] : INFO : Epoch 1959 | loss: 0.0311723 | val_loss: 0.0311789 | Time: 2016.19 ms [2021-05-18 20:35:37 main:574] : INFO : Epoch 1960 | loss: 0.0311749 | val_loss: 0.0311819 | Time: 2027.28 ms [2021-05-18 20:35:39 main:574] : INFO : Epoch 1961 | loss: 0.031172 | val_loss: 0.0311803 | Time: 2021.01 ms [2021-05-18 20:35:41 main:574] : INFO : Epoch 1962 | loss: 0.0311694 | val_loss: 0.0311818 | Time: 2027.89 ms [2021-05-18 20:35:43 main:574] : INFO : Epoch 1963 | loss: 0.0311695 | val_loss: 0.0311827 | Time: 2035.73 ms [2021-05-18 20:35:45 main:574] : INFO : Epoch 1964 | loss: 0.031173 | val_loss: 0.0311867 | Time: 2015.03 ms [2021-05-18 20:35:47 main:574] : INFO : Epoch 1965 | loss: 0.0311744 | val_loss: 0.0311833 | Time: 2016.61 ms [2021-05-18 20:35:49 main:574] : INFO : Epoch 1966 | loss: 0.0311712 | val_loss: 0.0311836 | Time: 1996.49 ms [2021-05-18 20:35:51 main:574] : INFO : Epoch 1967 | loss: 0.0311693 | val_loss: 0.0311809 | Time: 2029.7 ms [2021-05-18 20:35:53 main:574] : INFO : Epoch 1968 | loss: 0.0311712 | val_loss: 0.0311827 | Time: 2026.01 ms [2021-05-18 20:35:55 main:574] : INFO : Epoch 1969 | loss: 0.031171 | val_loss: 0.0311821 | Time: 2001.02 ms [2021-05-18 20:35:58 main:574] : INFO : Epoch 1970 | loss: 0.0311702 | val_loss: 0.0311832 | Time: 2033.74 ms [2021-05-18 20:36:00 main:574] : INFO : Epoch 1971 | loss: 0.0311703 | val_loss: 0.0311887 | Time: 2010.75 ms [2021-05-18 20:36:02 main:574] : INFO : Epoch 1972 | loss: 0.0311708 | val_loss: 0.0311808 | Time: 2308.43 ms [2021-05-18 20:36:04 main:574] : INFO : Epoch 1973 | loss: 0.0311708 | val_loss: 0.031185 | Time: 2116.31 ms [2021-05-18 20:36:06 main:574] : INFO : Epoch 1974 | loss: 0.0311744 | val_loss: 0.0312074 | Time: 2086.05 ms [2021-05-18 20:36:09 main:574] : INFO : Epoch 1975 | loss: 0.0311789 | val_loss: 0.0311945 | Time: 2085.4 ms [2021-05-18 20:36:11 main:574] : INFO : Epoch 1976 | loss: 0.0311747 | val_loss: 0.0311877 | Time: 2080.83 ms [2021-05-18 20:36:13 main:574] : INFO : Epoch 1977 | loss: 0.0311706 | val_loss: 0.0311823 | Time: 2071.17 ms [2021-05-18 20:36:15 main:574] : INFO : Epoch 1978 | loss: 0.0311692 | val_loss: 0.0311869 | Time: 2124.24 ms [2021-05-18 20:36:17 main:574] : INFO : Epoch 1979 | loss: 0.0311701 | val_loss: 0.0311892 | Time: 2136.42 ms [2021-05-18 20:36:20 main:574] : INFO : Epoch 1980 | loss: 0.0311692 | val_loss: 0.0311824 | Time: 2042.64 ms [2021-05-18 20:36:22 main:574] : INFO : Epoch 1981 | loss: 0.0311684 | val_loss: 0.0311879 | Time: 2106.28 ms [2021-05-18 20:36:24 main:574] : INFO : Epoch 1982 | loss: 0.0311682 | val_loss: 0.031178 | Time: 2093.05 ms [2021-05-18 20:36:26 main:574] : INFO : Epoch 1983 | loss: 0.0311708 | val_loss: 0.0311781 | Time: 2135.94 ms [2021-05-18 20:36:28 main:574] : INFO : Epoch 1984 | loss: 0.0311706 | val_loss: 0.0311827 | Time: 2100.96 ms [2021-05-18 20:36:31 main:574] : INFO : Epoch 1985 | loss: 0.0311698 | val_loss: 0.0311854 | Time: 2118.63 ms [2021-05-18 20:36:33 main:574] : INFO : Epoch 1986 | loss: 0.0311687 | val_loss: 0.031188 | Time: 2032.39 ms [2021-05-18 20:36:35 main:574] : INFO : Epoch 1987 | loss: 0.0311682 | val_loss: 0.0311891 | Time: 2022.68 ms [2021-05-18 20:36:37 main:574] : INFO : Epoch 1988 | loss: 0.0311675 | val_loss: 0.0311866 | Time: 2012.7 ms [2021-05-18 20:36:39 main:574] : INFO : Epoch 1989 | loss: 0.0311676 | val_loss: 0.0311881 | Time: 2012.28 ms [2021-05-18 20:36:41 main:574] : INFO : Epoch 1990 | loss: 0.0311684 | val_loss: 0.0311879 | Time: 2011.65 ms [2021-05-18 20:36:43 main:574] : INFO : Epoch 1991 | loss: 0.0311687 | val_loss: 0.0311868 | Time: 2019.94 ms [2021-05-18 20:36:45 main:574] : INFO : Epoch 1992 | loss: 0.0311684 | val_loss: 0.0311853 | Time: 2022.66 ms [2021-05-18 20:36:48 main:574] : INFO : Epoch 1993 | loss: 0.0311688 | val_loss: 0.0311868 | Time: 2023.68 ms [2021-05-18 20:36:50 main:574] : INFO : Epoch 1994 | loss: 0.0311697 | val_loss: 0.0311874 | Time: 2021.93 ms [2021-05-18 20:36:52 main:574] : INFO : Epoch 1995 | loss: 0.031173 | val_loss: 0.0311944 | Time: 2012.24 ms [2021-05-18 20:36:54 main:574] : INFO : Epoch 1996 | loss: 0.0311729 | val_loss: 0.031184 | Time: 2013.51 ms [2021-05-18 20:36:56 main:574] : INFO : Epoch 1997 | loss: 0.0311714 | val_loss: 0.0311874 | Time: 2023.8 ms [2021-05-18 20:36:58 main:574] : INFO : Epoch 1998 | loss: 0.0311704 | val_loss: 0.0311875 | Time: 2004.66 ms [2021-05-18 20:37:00 main:574] : INFO : Epoch 1999 | loss: 0.03117 | val_loss: 0.0311849 | Time: 2007.8 ms [2021-05-18 20:37:02 main:574] : INFO : Epoch 2000 | loss: 0.031169 | val_loss: 0.031194 | Time: 2007.84 ms [2021-05-18 20:37:04 main:574] : INFO : Epoch 2001 | loss: 0.0311695 | val_loss: 0.031201 | Time: 2030.49 ms [2021-05-18 20:37:06 main:574] : INFO : Epoch 2002 | loss: 0.0311762 | val_loss: 0.0311847 | Time: 2027.01 ms [2021-05-18 20:37:09 main:574] : INFO : Epoch 2003 | loss: 0.031171 | val_loss: 0.0311888 | Time: 2022.24 ms [2021-05-18 20:37:11 main:574] : INFO : Epoch 2004 | loss: 0.0311726 | val_loss: 0.0311978 | Time: 2029.72 ms [2021-05-18 20:37:13 main:574] : INFO : Epoch 2005 | loss: 0.0311712 | val_loss: 0.0311851 | Time: 2002.51 ms [2021-05-18 20:37:15 main:574] : INFO : Epoch 2006 | loss: 0.031169 | val_loss: 0.0311823 | Time: 2012.9 ms [2021-05-18 20:37:17 main:574] : INFO : Epoch 2007 | loss: 0.0311749 | val_loss: 0.031177 | Time: 2015.43 ms [2021-05-18 20:37:19 main:574] : INFO : Epoch 2008 | loss: 0.0311746 | val_loss: 0.0311769 | Time: 2038.23 ms [2021-05-18 20:37:21 main:574] : INFO : Epoch 2009 | loss: 0.0311741 | val_loss: 0.031179 | Time: 2031.75 ms [2021-05-18 20:37:23 main:574] : INFO : Epoch 2010 | loss: 0.0311727 | val_loss: 0.0311848 | Time: 2000.23 ms [2021-05-18 20:37:25 main:574] : INFO : Epoch 2011 | loss: 0.0311717 | val_loss: 0.0311775 | Time: 2008.92 ms [2021-05-18 20:37:28 main:574] : INFO : Epoch 2012 | loss: 0.0311727 | val_loss: 0.0311772 | Time: 2026.48 ms [2021-05-18 20:37:30 main:574] : INFO : Epoch 2013 | loss: 0.0311719 | val_loss: 0.0311769 | Time: 1995.94 ms [2021-05-18 20:37:32 main:574] : INFO : Epoch 2014 | loss: 0.0311709 | val_loss: 0.0311758 | Time: 2017.03 ms [2021-05-18 20:37:34 main:574] : INFO : Epoch 2015 | loss: 0.0311725 | val_loss: 0.0311833 | Time: 2014.98 ms [2021-05-18 20:37:36 main:574] : INFO : Epoch 2016 | loss: 0.031171 | val_loss: 0.0311803 | Time: 2023.78 ms [2021-05-18 20:37:38 main:574] : INFO : Epoch 2017 | loss: 0.0311694 | val_loss: 0.0311784 | Time: 2025.73 ms [2021-05-18 20:37:40 main:574] : INFO : Epoch 2018 | loss: 0.0311709 | val_loss: 0.0311868 | Time: 2015.99 ms [2021-05-18 20:37:42 main:574] : INFO : Epoch 2019 | loss: 0.0311704 | val_loss: 0.0311827 | Time: 2041.39 ms [2021-05-18 20:37:45 main:574] : INFO : Epoch 2020 | loss: 0.0311706 | val_loss: 0.0311809 | Time: 2013.62 ms [2021-05-18 20:37:47 main:574] : INFO : Epoch 2021 | loss: 0.0311708 | val_loss: 0.0311791 | Time: 2011.37 ms [2021-05-18 20:37:49 main:574] : INFO : Epoch 2022 | loss: 0.0311696 | val_loss: 0.0311784 | Time: 2006.45 ms [2021-05-18 20:37:51 main:574] : INFO : Epoch 2023 | loss: 0.0311692 | val_loss: 0.0311796 | Time: 2012.78 ms [2021-05-18 20:37:53 main:574] : INFO : Epoch 2024 | loss: 0.031169 | val_loss: 0.0311802 | Time: 2037.86 ms [2021-05-18 20:37:55 main:574] : INFO : Epoch 2025 | loss: 0.0311711 | val_loss: 0.0311803 | Time: 2033.58 ms [2021-05-18 20:37:57 main:574] : INFO : Epoch 2026 | loss: 0.0311739 | val_loss: 0.0311784 | Time: 2009.12 ms [2021-05-18 20:37:59 main:574] : INFO : Epoch 2027 | loss: 0.031172 | val_loss: 0.0311861 | Time: 2005.67 ms [2021-05-18 20:38:01 main:574] : INFO : Epoch 2028 | loss: 0.0311695 | val_loss: 0.0311804 | Time: 2024.87 ms [2021-05-18 20:38:03 main:574] : INFO : Epoch 2029 | loss: 0.0311718 | val_loss: 0.0311874 | Time: 2013.97 ms [2021-05-18 20:38:05 main:574] : INFO : Epoch 2030 | loss: 0.0311713 | val_loss: 0.0311832 | Time: 2007.71 ms [2021-05-18 20:38:07 main:574] : INFO : Epoch 2031 | loss: 0.0311726 | val_loss: 0.0311867 | Time: 2014.39 ms [2021-05-18 20:38:10 main:574] : INFO : Epoch 2032 | loss: 0.0311722 | val_loss: 0.0311837 | Time: 2004.29 ms [2021-05-18 20:38:12 main:574] : INFO : Epoch 2033 | loss: 0.031172 | val_loss: 0.0311857 | Time: 2019.66 ms [2021-05-18 20:38:14 main:574] : INFO : Epoch 2034 | loss: 0.0311721 | val_loss: 0.0311854 | Time: 2009.67 ms [2021-05-18 20:38:16 main:574] : INFO : Epoch 2035 | loss: 0.0311772 | val_loss: 0.0311849 | Time: 1999.64 ms [2021-05-18 20:38:18 main:574] : INFO : Epoch 2036 | loss: 0.0311752 | val_loss: 0.0311868 | Time: 2033.45 ms [2021-05-18 20:38:20 main:574] : INFO : Epoch 2037 | loss: 0.0311733 | val_loss: 0.0311838 | Time: 2033.15 ms [2021-05-18 20:38:22 main:574] : INFO : Epoch 2038 | loss: 0.0311773 | val_loss: 0.0312037 | Time: 2001.27 ms [2021-05-18 20:38:24 main:574] : INFO : Epoch 2039 | loss: 0.0311813 | val_loss: 0.0312271 | Time: 1998.23 ms [2021-05-18 20:38:26 main:574] : INFO : Epoch 2040 | loss: 0.0311817 | val_loss: 0.0311824 | Time: 1996.25 ms [2021-05-18 20:38:28 main:574] : INFO : Epoch 2041 | loss: 0.0311792 | val_loss: 0.0311832 | Time: 2007.45 ms [2021-05-18 20:38:30 main:574] : INFO : Epoch 2042 | loss: 0.0311783 | val_loss: 0.0311841 | Time: 2011.18 ms [2021-05-18 20:38:32 main:574] : INFO : Epoch 2043 | loss: 0.0311784 | val_loss: 0.0311814 | Time: 2016.62 ms [2021-05-18 20:38:35 main:574] : INFO : Epoch 2044 | loss: 0.031179 | val_loss: 0.0311893 | Time: 2039.01 ms [2021-05-18 20:38:37 main:574] : INFO : Epoch 2045 | loss: 0.0311816 | val_loss: 0.0311813 | Time: 2037.18 ms [2021-05-18 20:38:39 main:574] : INFO : Epoch 2046 | loss: 0.0311809 | val_loss: 0.0311802 | Time: 2013.51 ms [2021-05-18 20:38:41 main:574] : INFO : Epoch 2047 | loss: 0.0311774 | val_loss: 0.0311818 | Time: 2030.61 ms [2021-05-18 20:38:43 main:574] : INFO : Epoch 2048 | loss: 0.0311752 | val_loss: 0.0311822 | Time: 2019.75 ms [2021-05-18 20:38:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311822 [2021-05-18 20:38:43 main:603] : INFO : Saving end state to config to file [2021-05-18 20:38:43 main:608] : INFO : Success, exiting.. 20:38:43 (13076): 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)