Task 14624605
| Name | ParityModified-1647049068-15951-3-0_2 |
| Workunit | 11308656 |
| Created | 19 Apr 2022, 4:41:40 UTC |
| Sent | 19 Apr 2022, 4:41:47 UTC |
| Report deadline | 27 Apr 2022, 4:41:47 UTC |
| Received | 19 Apr 2022, 8:15:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 1 hours 10 min 48 sec |
| CPU time | 1 hours 8 min 13 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,442.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> FO : Epoch 1542 | loss: 0.0311706 | val_loss: 0.0311795 | Time: 2018.41 ms [2022-04-19 09:57:53 main:574] : INFO : Epoch 1543 | loss: 0.0311713 | val_loss: 0.0311793 | Time: 2005.43 ms [2022-04-19 09:57:55 main:574] : INFO : Epoch 1544 | loss: 0.0311716 | val_loss: 0.0311793 | Time: 2001.05 ms [2022-04-19 09:57:57 main:574] : INFO : Epoch 1545 | loss: 0.0311717 | val_loss: 0.0311777 | Time: 2009.28 ms [2022-04-19 09:57:59 main:574] : INFO : Epoch 1546 | loss: 0.0311733 | val_loss: 0.0311781 | Time: 2012.18 ms [2022-04-19 09:58:01 main:574] : INFO : Epoch 1547 | loss: 0.0311728 | val_loss: 0.0311813 | Time: 2031.17 ms [2022-04-19 09:58:03 main:574] : INFO : Epoch 1548 | loss: 0.0311719 | val_loss: 0.0311782 | Time: 2051.64 ms [2022-04-19 09:58:05 main:574] : INFO : Epoch 1549 | loss: 0.0311704 | val_loss: 0.0311786 | Time: 2040.02 ms [2022-04-19 09:58:07 main:574] : INFO : Epoch 1550 | loss: 0.0311719 | val_loss: 0.0311802 | Time: 2007.42 ms [2022-04-19 09:58:09 main:574] : INFO : Epoch 1551 | loss: 0.0311724 | val_loss: 0.0311794 | Time: 2049 ms [2022-04-19 09:58:12 main:574] : INFO : Epoch 1552 | loss: 0.031174 | val_loss: 0.0311781 | Time: 2023.55 ms [2022-04-19 09:58:14 main:574] : INFO : Epoch 1553 | loss: 0.0311724 | val_loss: 0.0311835 | Time: 2018.65 ms [2022-04-19 09:58:16 main:574] : INFO : Epoch 1554 | loss: 0.0311717 | val_loss: 0.0311771 | Time: 2044.22 ms [2022-04-19 09:58:18 main:574] : INFO : Epoch 1555 | loss: 0.0311715 | val_loss: 0.0311788 | Time: 2013.52 ms [2022-04-19 09:58:20 main:574] : INFO : Epoch 1556 | loss: 0.0311735 | val_loss: 0.0311763 | Time: 2020.72 ms [2022-04-19 09:58:22 main:574] : INFO : Epoch 1557 | loss: 0.031172 | val_loss: 0.0311796 | Time: 2021.09 ms [2022-04-19 09:58:24 main:574] : INFO : Epoch 1558 | loss: 0.0311744 | val_loss: 0.0311844 | Time: 2010 ms [2022-04-19 09:58:26 main:574] : INFO : Epoch 1559 | loss: 0.0311739 | val_loss: 0.031177 | Time: 2018.81 ms [2022-04-19 09:58:28 main:574] : INFO : Epoch 1560 | loss: 0.0311709 | val_loss: 0.0311771 | Time: 2005.3 ms [2022-04-19 09:58:30 main:574] : INFO : Epoch 1561 | loss: 0.0311732 | val_loss: 0.0311829 | Time: 1994.7 ms [2022-04-19 09:58:32 main:574] : INFO : Epoch 1562 | loss: 0.0311764 | val_loss: 0.0311739 | Time: 2021.29 ms [2022-04-19 09:58:34 main:574] : INFO : Epoch 1563 | loss: 0.0311761 | val_loss: 0.0311844 | Time: 2000.26 ms [2022-04-19 09:58:36 main:574] : INFO : Epoch 1564 | loss: 0.0311749 | val_loss: 0.0311767 | Time: 2033.28 ms [2022-04-19 09:58:38 main:574] : INFO : Epoch 1565 | loss: 0.0311724 | val_loss: 0.0311806 | Time: 2043.95 ms [2022-04-19 09:58:40 main:574] : INFO : Epoch 1566 | loss: 0.0311738 | val_loss: 0.0311798 | Time: 2023.7 ms [2022-04-19 09:58:43 main:574] : INFO : Epoch 1567 | loss: 0.0311746 | val_loss: 0.0311802 | Time: 2026.22 ms [2022-04-19 09:58:45 main:574] : INFO : Epoch 1568 | loss: 0.0311713 | val_loss: 0.0311753 | Time: 2038.65 ms [2022-04-19 09:58:47 main:574] : INFO : Epoch 1569 | loss: 0.0311714 | val_loss: 0.0311751 | Time: 2062.96 ms [2022-04-19 09:58:49 main:574] : INFO : Epoch 1570 | loss: 0.031173 | val_loss: 0.0311806 | Time: 2039.04 ms [2022-04-19 09:58:51 main:574] : INFO : Epoch 1571 | loss: 0.0311716 | val_loss: 0.0311807 | Time: 2035.19 ms [2022-04-19 09:58:53 main:574] : INFO : Epoch 1572 | loss: 0.031175 | val_loss: 0.0311762 | Time: 2011.1 ms [2022-04-19 09:58:55 main:574] : INFO : Epoch 1573 | loss: 0.0311708 | val_loss: 0.0311796 | Time: 2021.51 ms [2022-04-19 09:58:57 main:574] : INFO : Epoch 1574 | loss: 0.0311702 | val_loss: 0.0311758 | Time: 1998.31 ms [2022-04-19 09:58:59 main:574] : INFO : Epoch 1575 | loss: 0.0311751 | val_loss: 0.0311797 | Time: 2033.3 ms [2022-04-19 09:59:01 main:574] : INFO : Epoch 1576 | loss: 0.0311816 | val_loss: 0.0311806 | Time: 2028.42 ms [2022-04-19 09:59:03 main:574] : INFO : Epoch 1577 | loss: 0.0311805 | val_loss: 0.0311799 | Time: 2004.79 ms [2022-04-19 09:59:05 main:574] : INFO : Epoch 1578 | loss: 0.031179 | val_loss: 0.0311885 | Time: 2023.77 ms [2022-04-19 09:59:07 main:574] : INFO : Epoch 1579 | loss: 0.0311839 | val_loss: 0.0311807 | Time: 2003.75 ms [2022-04-19 09:59:09 main:574] : INFO : Epoch 1580 | loss: 0.0311796 | val_loss: 0.0311774 | Time: 2045.62 ms [2022-04-19 09:59:11 main:574] : INFO : Epoch 1581 | loss: 0.0311788 | val_loss: 0.0311861 | Time: 2010.98 ms [2022-04-19 09:59:14 main:574] : INFO : Epoch 1582 | loss: 0.0311789 | val_loss: 0.0311816 | Time: 2035.16 ms [2022-04-19 09:59:16 main:574] : INFO : Epoch 1583 | loss: 0.0311794 | val_loss: 0.0311807 | Time: 2067.25 ms [2022-04-19 09:59:18 main:574] : INFO : Epoch 1584 | loss: 0.031179 | val_loss: 0.0311834 | Time: 2030.78 ms [2022-04-19 09:59:20 main:574] : INFO : Epoch 1585 | loss: 0.0311832 | val_loss: 0.0311868 | Time: 1996.55 ms [2022-04-19 09:59:22 main:574] : INFO : Epoch 1586 | loss: 0.031181 | val_loss: 0.0311797 | Time: 2034.63 ms [2022-04-19 09:59:24 main:574] : INFO : Epoch 1587 | loss: 0.0311782 | val_loss: 0.0311809 | Time: 2029.15 ms [2022-04-19 09:59:26 main:574] : INFO : Epoch 1588 | loss: 0.0311788 | val_loss: 0.0311828 | Time: 2010.72 ms [2022-04-19 09:59:28 main:574] : INFO : Epoch 1589 | loss: 0.0311791 | val_loss: 0.03118 | Time: 2040.88 ms [2022-04-19 09:59:30 main:574] : INFO : Epoch 1590 | loss: 0.0311812 | val_loss: 0.0311901 | Time: 2076.64 ms [2022-04-19 09:59:33 main:574] : INFO : Epoch 1591 | loss: 0.0311841 | val_loss: 0.0311902 | Time: 2066.66 ms [2022-04-19 09:59:35 main:574] : INFO : Epoch 1592 | loss: 0.0311829 | val_loss: 0.0311934 | Time: 2047.87 ms [2022-04-19 09:59:37 main:574] : INFO : Epoch 1593 | loss: 0.0311802 | val_loss: 0.0311823 | Time: 2050.36 ms [2022-04-19 09:59:39 main:574] : INFO : Epoch 1594 | loss: 0.0311769 | val_loss: 0.0311809 | Time: 2001.92 ms [2022-04-19 09:59:41 main:574] : INFO : Epoch 1595 | loss: 0.0311762 | val_loss: 0.0311837 | Time: 2038.52 ms [2022-04-19 09:59:43 main:574] : INFO : Epoch 1596 | loss: 0.031178 | val_loss: 0.0311799 | Time: 2044.05 ms [2022-04-19 09:59:45 main:574] : INFO : Epoch 1597 | loss: 0.031176 | val_loss: 0.0311805 | Time: 2073.32 ms [2022-04-19 09:59:47 main:574] : INFO : Epoch 1598 | loss: 0.0311785 | val_loss: 0.0311838 | Time: 2013.62 ms [2022-04-19 09:59:49 main:574] : INFO : Epoch 1599 | loss: 0.0311755 | val_loss: 0.0311755 | Time: 2041.3 ms [2022-04-19 09:59:51 main:574] : INFO : Epoch 1600 | loss: 0.0311766 | val_loss: 0.0311792 | Time: 2011.78 ms [2022-04-19 09:59:53 main:574] : INFO : Epoch 1601 | loss: 0.0311762 | val_loss: 0.0311755 | Time: 2019.25 ms [2022-04-19 09:59:55 main:574] : INFO : Epoch 1602 | loss: 0.0311783 | val_loss: 0.0311771 | Time: 1943.29 ms [2022-04-19 09:59:57 main:574] : INFO : Epoch 1603 | loss: 0.0311807 | val_loss: 0.0311803 | Time: 2022.98 ms [2022-04-19 09:59:59 main:574] : INFO : Epoch 1604 | loss: 0.031176 | val_loss: 0.0311784 | Time: 2000.73 ms [2022-04-19 10:00:02 main:574] : INFO : Epoch 1605 | loss: 0.0311743 | val_loss: 0.0311751 | Time: 1986.94 ms [2022-04-19 10:00:04 main:574] : INFO : Epoch 1606 | loss: 0.0311741 | val_loss: 0.031175 | Time: 2020.83 ms [2022-04-19 10:00:06 main:574] : INFO : Epoch 1607 | loss: 0.031174 | val_loss: 0.0311759 | Time: 2069.88 ms [2022-04-19 10:00:08 main:574] : INFO : Epoch 1608 | loss: 0.0311736 | val_loss: 0.0311767 | Time: 2018.98 ms [2022-04-19 10:00:10 main:574] : INFO : Epoch 1609 | loss: 0.0311732 | val_loss: 0.031177 | Time: 2028.04 ms [2022-04-19 10:00:12 main:574] : INFO : Epoch 1610 | loss: 0.0311739 | val_loss: 0.0311738 | Time: 2020.21 ms [2022-04-19 10:00:14 main:574] : INFO : Epoch 1611 | loss: 0.0311742 | val_loss: 0.0311809 | Time: 1941.51 ms [2022-04-19 10:00:16 main:574] : INFO : Epoch 1612 | loss: 0.0311771 | val_loss: 0.0311782 | Time: 2021.87 ms [2022-04-19 10:00:18 main:574] : INFO : Epoch 1613 | loss: 0.0311782 | val_loss: 0.0311779 | Time: 2028.23 ms [2022-04-19 10:00:20 main:574] : INFO : Epoch 1614 | loss: 0.0311762 | val_loss: 0.0311791 | Time: 2035.69 ms [2022-04-19 10:00:22 main:574] : INFO : Epoch 1615 | loss: 0.0311768 | val_loss: 0.0311794 | Time: 2041.13 ms [2022-04-19 10:00:24 main:574] : INFO : Epoch 1616 | loss: 0.0311756 | val_loss: 0.0311757 | Time: 2013.82 ms [2022-04-19 10:00:26 main:574] : INFO : Epoch 1617 | loss: 0.0311752 | val_loss: 0.0311801 | Time: 2047.44 ms [2022-04-19 10:00:28 main:574] : INFO : Epoch 1618 | loss: 0.0311794 | val_loss: 0.0311874 | Time: 1962.23 ms [2022-04-19 10:00:30 main:574] : INFO : Epoch 1619 | loss: 0.0311791 | val_loss: 0.0311805 | Time: 2049.57 ms [2022-04-19 10:00:33 main:574] : INFO : Epoch 1620 | loss: 0.0311725 | val_loss: 0.0311762 | Time: 2016.59 ms [2022-04-19 10:00:35 main:574] : INFO : Epoch 1621 | loss: 0.0311758 | val_loss: 0.031178 | Time: 2037.74 ms [2022-04-19 10:00:37 main:574] : INFO : Epoch 1622 | loss: 0.0311734 | val_loss: 0.0311771 | Time: 2033.57 ms [2022-04-19 10:00:39 main:574] : INFO : Epoch 1623 | loss: 0.0311747 | val_loss: 0.0311768 | Time: 2019.84 ms [2022-04-19 10:00:41 main:574] : INFO : Epoch 1624 | loss: 0.0311749 | val_loss: 0.0311782 | Time: 2043.82 ms [2022-04-19 10:00:43 main:574] : INFO : Epoch 1625 | loss: 0.0311723 | val_loss: 0.0311799 | Time: 2004.91 ms [2022-04-19 10:00:45 main:574] : INFO : Epoch 1626 | loss: 0.0311726 | val_loss: 0.0311785 | Time: 2010.17 ms [2022-04-19 10:00:47 main:574] : INFO : Epoch 1627 | loss: 0.0311744 | val_loss: 0.0311806 | Time: 2027.1 ms [2022-04-19 10:00:49 main:574] : INFO : Epoch 1628 | loss: 0.0311767 | val_loss: 0.0311845 | Time: 1987.02 ms [2022-04-19 10:00:51 main:574] : INFO : Epoch 1629 | loss: 0.0311791 | val_loss: 0.0311758 | Time: 1985.26 ms [2022-04-19 10:00:53 main:574] : INFO : Epoch 1630 | loss: 0.0311762 | val_loss: 0.0311813 | Time: 2071.15 ms [2022-04-19 10:00:55 main:574] : INFO : Epoch 1631 | loss: 0.0311817 | val_loss: 0.0311798 | Time: 2015.2 ms [2022-04-19 10:00:57 main:574] : INFO : Epoch 1632 | loss: 0.0311802 | val_loss: 0.0311812 | Time: 2006.37 ms [2022-04-19 10:00:59 main:574] : INFO : Epoch 1633 | loss: 0.0311783 | val_loss: 0.0311769 | Time: 2015.65 ms [2022-04-19 10:01:02 main:574] : INFO : Epoch 1634 | loss: 0.0311792 | val_loss: 0.0311835 | Time: 2077.51 ms [2022-04-19 10:01:04 main:574] : INFO : Epoch 1635 | loss: 0.0311776 | val_loss: 0.0311774 | Time: 1970.53 ms [2022-04-19 10:01:06 main:574] : INFO : Epoch 1636 | loss: 0.0311748 | val_loss: 0.031176 | Time: 2019.17 ms [2022-04-19 10:01:08 main:574] : INFO : Epoch 1637 | loss: 0.0311759 | val_loss: 0.0311792 | Time: 2041.94 ms [2022-04-19 10:01:10 main:574] : INFO : Epoch 1638 | loss: 0.0311752 | val_loss: 0.0311752 | Time: 2034.02 ms [2022-04-19 10:01:12 main:574] : INFO : Epoch 1639 | loss: 0.0311732 | val_loss: 0.031177 | Time: 2009.9 ms [2022-04-19 10:01:14 main:574] : INFO : Epoch 1640 | loss: 0.031174 | val_loss: 0.031177 | Time: 2009.82 ms [2022-04-19 10:01:16 main:574] : INFO : Epoch 1641 | loss: 0.0311727 | val_loss: 0.0311784 | Time: 2014.4 ms [2022-04-19 10:01:18 main:574] : INFO : Epoch 1642 | loss: 0.0311748 | val_loss: 0.0311772 | Time: 1984.58 ms [2022-04-19 10:01:20 main:574] : INFO : Epoch 1643 | loss: 0.0311735 | val_loss: 0.0311773 | Time: 1982.81 ms [2022-04-19 10:01:22 main:574] : INFO : Epoch 1644 | loss: 0.0311736 | val_loss: 0.0311805 | Time: 2041.57 ms [2022-04-19 10:01:24 main:574] : INFO : Epoch 1645 | loss: 0.0311781 | val_loss: 0.0311772 | Time: 2011.97 ms [2022-04-19 10:01:26 main:574] : INFO : Epoch 1646 | loss: 0.0311747 | val_loss: 0.0311807 | Time: 2040.16 ms [2022-04-19 10:01:28 main:574] : INFO : Epoch 1647 | loss: 0.0311738 | val_loss: 0.0311746 | Time: 2030.73 ms [2022-04-19 10:01:30 main:574] : INFO : Epoch 1648 | loss: 0.0311698 | val_loss: 0.0311749 | Time: 2009.67 ms [2022-04-19 10:01:33 main:574] : INFO : Epoch 1649 | loss: 0.0311723 | val_loss: 0.0311778 | Time: 2053.75 ms [2022-04-19 10:01:35 main:574] : INFO : Epoch 1650 | loss: 0.0311712 | val_loss: 0.0311744 | Time: 2012.21 ms [2022-04-19 10:01:37 main:574] : INFO : Epoch 1651 | loss: 0.0311764 | val_loss: 0.0311802 | Time: 2019.28 ms [2022-04-19 10:01:39 main:574] : INFO : Epoch 1652 | loss: 0.0311741 | val_loss: 0.0311767 | Time: 2025.29 ms [2022-04-19 10:01:41 main:574] : INFO : Epoch 1653 | loss: 0.0311736 | val_loss: 0.0311795 | Time: 2031.06 ms [2022-04-19 10:01:43 main:574] : INFO : Epoch 1654 | loss: 0.0311743 | val_loss: 0.0311752 | Time: 2004.06 ms [2022-04-19 10:01:45 main:574] : INFO : Epoch 1655 | loss: 0.0311694 | val_loss: 0.0311734 | Time: 2013.83 ms [2022-04-19 10:01:47 main:574] : INFO : Epoch 1656 | loss: 0.0311707 | val_loss: 0.0311773 | Time: 2002.25 ms [2022-04-19 10:01:49 main:574] : INFO : Epoch 1657 | loss: 0.0311751 | val_loss: 0.0311812 | Time: 1985.49 ms [2022-04-19 10:01:51 main:574] : INFO : Epoch 1658 | loss: 0.0311745 | val_loss: 0.0311832 | Time: 2016.64 ms [2022-04-19 10:01:53 main:574] : INFO : Epoch 1659 | loss: 0.0311757 | val_loss: 0.0311805 | Time: 2044.45 ms [2022-04-19 10:01:55 main:574] : INFO : Epoch 1660 | loss: 0.0311718 | val_loss: 0.0311823 | Time: 2011.98 ms [2022-04-19 10:01:58 main:574] : INFO : Epoch 1661 | loss: 0.031176 | val_loss: 0.0311865 | Time: 2037.36 ms [2022-04-19 10:02:00 main:574] : INFO : Epoch 1662 | loss: 0.0311756 | val_loss: 0.0311774 | Time: 2017.16 ms [2022-04-19 10:02:02 main:574] : INFO : Epoch 1663 | loss: 0.0311738 | val_loss: 0.0311795 | Time: 2025.41 ms [2022-04-19 10:02:04 main:574] : INFO : Epoch 1664 | loss: 0.0311745 | val_loss: 0.0311764 | Time: 2020.72 ms [2022-04-19 10:02:06 main:574] : INFO : Epoch 1665 | loss: 0.0311802 | val_loss: 0.0311931 | Time: 2053.2 ms [2022-04-19 10:02:08 main:574] : INFO : Epoch 1666 | loss: 0.0311806 | val_loss: 0.03118 | Time: 2036.58 ms [2022-04-19 10:02:10 main:574] : INFO : Epoch 1667 | loss: 0.0311745 | val_loss: 0.031182 | Time: 2020.96 ms [2022-04-19 10:02:12 main:574] : INFO : Epoch 1668 | loss: 0.0311717 | val_loss: 0.0311787 | Time: 2022.31 ms [2022-04-19 10:02:14 main:574] : INFO : Epoch 1669 | loss: 0.0311766 | val_loss: 0.0311816 | Time: 1997.08 ms [2022-04-19 10:02:16 main:574] : INFO : Epoch 1670 | loss: 0.0311744 | val_loss: 0.0311792 | Time: 2011.89 ms [2022-04-19 10:02:18 main:574] : INFO : Epoch 1671 | loss: 0.0311754 | val_loss: 0.0311813 | Time: 2046.53 ms [2022-04-19 10:02:20 main:574] : INFO : Epoch 1672 | loss: 0.0311782 | val_loss: 0.0311779 | Time: 2040.34 ms [2022-04-19 10:02:22 main:574] : INFO : Epoch 1673 | loss: 0.0311804 | val_loss: 0.0311788 | Time: 2030.78 ms [2022-04-19 10:02:25 main:574] : INFO : Epoch 1674 | loss: 0.031173 | val_loss: 0.0311758 | Time: 2027.17 ms [2022-04-19 10:02:27 main:574] : INFO : Epoch 1675 | loss: 0.0311717 | val_loss: 0.031178 | Time: 2038.01 ms [2022-04-19 10:02:29 main:574] : INFO : Epoch 1676 | loss: 0.0311767 | val_loss: 0.031188 | Time: 2019.83 ms [2022-04-19 10:02:31 main:574] : INFO : Epoch 1677 | loss: 0.0311809 | val_loss: 0.0311868 | Time: 2000.11 ms [2022-04-19 10:02:33 main:574] : INFO : Epoch 1678 | loss: 0.0311764 | val_loss: 0.0311777 | Time: 2007.01 ms [2022-04-19 10:02:35 main:574] : INFO : Epoch 1679 | loss: 0.0311725 | val_loss: 0.0311809 | Time: 2015.7 ms [2022-04-19 10:02:37 main:574] : INFO : Epoch 1680 | loss: 0.0311733 | val_loss: 0.0311788 | Time: 2037.96 ms [2022-04-19 10:02:39 main:574] : INFO : Epoch 1681 | loss: 0.0311714 | val_loss: 0.0311792 | Time: 2021.47 ms [2022-04-19 10:02:41 main:574] : INFO : Epoch 1682 | loss: 0.0311745 | val_loss: 0.0311892 | Time: 2045.27 ms [2022-04-19 10:02:43 main:574] : INFO : Epoch 1683 | loss: 0.0311764 | val_loss: 0.0311757 | Time: 2005.86 ms [2022-04-19 10:02:45 main:574] : INFO : Epoch 1684 | loss: 0.0311726 | val_loss: 0.0311792 | Time: 1994.52 ms [2022-04-19 10:02:47 main:574] : INFO : Epoch 1685 | loss: 0.031171 | val_loss: 0.0311763 | Time: 2008.19 ms [2022-04-19 10:02:49 main:574] : INFO : Epoch 1686 | loss: 0.03117 | val_loss: 0.0311758 | Time: 2060.55 ms [2022-04-19 10:02:51 main:574] : INFO : Epoch 1687 | loss: 0.0311722 | val_loss: 0.0311871 | Time: 1884.92 ms [2022-04-19 10:02:53 main:574] : INFO : Epoch 1688 | loss: 0.0311717 | val_loss: 0.0311778 | Time: 2021.34 ms [2022-04-19 10:02:55 main:574] : INFO : Epoch 1689 | loss: 0.0311694 | val_loss: 0.0311774 | Time: 2025.1 ms [2022-04-19 10:02:58 main:574] : INFO : Epoch 1690 | loss: 0.0311695 | val_loss: 0.0311812 | Time: 2011.49 ms [2022-04-19 10:03:00 main:574] : INFO : Epoch 1691 | loss: 0.0311681 | val_loss: 0.0311763 | Time: 2029.79 ms [2022-04-19 10:03:02 main:574] : INFO : Epoch 1692 | loss: 0.0311737 | val_loss: 0.0311772 | Time: 2020.01 ms [2022-04-19 10:03:04 main:574] : INFO : Epoch 1693 | loss: 0.0311714 | val_loss: 0.0311759 | Time: 1993.74 ms [2022-04-19 10:03:06 main:574] : INFO : Epoch 1694 | loss: 0.0311793 | val_loss: 0.0311861 | Time: 2003.3 ms [2022-04-19 10:03:08 main:574] : INFO : Epoch 1695 | loss: 0.0311738 | val_loss: 0.0311813 | Time: 1983.46 ms [2022-04-19 10:03:10 main:574] : INFO : Epoch 1696 | loss: 0.0311784 | val_loss: 0.0311864 | Time: 2016.26 ms [2022-04-19 10:03:12 main:574] : INFO : Epoch 1697 | loss: 0.0311767 | val_loss: 0.0311784 | Time: 1986.71 ms [2022-04-19 10:03:14 main:574] : INFO : Epoch 1698 | loss: 0.0311701 | val_loss: 0.0311757 | Time: 2034.98 ms [2022-04-19 10:03:16 main:574] : INFO : Epoch 1699 | loss: 0.0311681 | val_loss: 0.0311788 | Time: 2009.01 ms [2022-04-19 10:03:18 main:574] : INFO : Epoch 1700 | loss: 0.0311736 | val_loss: 0.0311756 | Time: 1998.97 ms [2022-04-19 10:03:20 main:574] : INFO : Epoch 1701 | loss: 0.0311731 | val_loss: 0.0311865 | Time: 2001.8 ms [2022-04-19 10:03:22 main:574] : INFO : Epoch 1702 | loss: 0.0311748 | val_loss: 0.0311775 | Time: 1952.48 ms [2022-04-19 10:03:24 main:574] : INFO : Epoch 1703 | loss: 0.0311693 | val_loss: 0.0311763 | Time: 2001.34 ms [2022-04-19 10:03:26 main:574] : INFO : Epoch 1704 | loss: 0.0311693 | val_loss: 0.0311827 | Time: 2000.17 ms [2022-04-19 10:03:28 main:574] : INFO : Epoch 1705 | loss: 0.0311697 | val_loss: 0.031175 | Time: 1925.16 ms [2022-04-19 10:03:30 main:574] : INFO : Epoch 1706 | loss: 0.0311687 | val_loss: 0.0311799 | Time: 2006.07 ms [2022-04-19 10:03:32 main:574] : INFO : Epoch 1707 | loss: 0.0311682 | val_loss: 0.0311746 | Time: 1969.68 ms [2022-04-19 10:03:34 main:574] : INFO : Epoch 1708 | loss: 0.0311709 | val_loss: 0.0311855 | Time: 2008.65 ms [2022-04-19 10:03:36 main:574] : INFO : Epoch 1709 | loss: 0.0311721 | val_loss: 0.0311879 | Time: 1995.24 ms [2022-04-19 10:03:38 main:574] : INFO : Epoch 1710 | loss: 0.031175 | val_loss: 0.0311781 | Time: 1963.16 ms [2022-04-19 10:03:40 main:574] : INFO : Epoch 1711 | loss: 0.0311741 | val_loss: 0.0311768 | Time: 2024.66 ms [2022-04-19 10:03:42 main:574] : INFO : Epoch 1712 | loss: 0.0311717 | val_loss: 0.0311761 | Time: 2000.87 ms [2022-04-19 10:03:44 main:574] : INFO : Epoch 1713 | loss: 0.0311723 | val_loss: 0.0311826 | Time: 1995.17 ms [2022-04-19 10:03:47 main:574] : INFO : Epoch 1714 | loss: 0.0311749 | val_loss: 0.0311741 | Time: 2040.43 ms [2022-04-19 10:03:49 main:574] : INFO : Epoch 1715 | loss: 0.0311716 | val_loss: 0.0311799 | Time: 2016.86 ms [2022-04-19 10:03:51 main:574] : INFO : Epoch 1716 | loss: 0.0311747 | val_loss: 0.0311925 | Time: 2057.32 ms [2022-04-19 10:03:53 main:574] : INFO : Epoch 1717 | loss: 0.0311811 | val_loss: 0.0311887 | Time: 2011.67 ms [2022-04-19 10:03:55 main:574] : INFO : Epoch 1718 | loss: 0.0311752 | val_loss: 0.0311732 | Time: 2022.05 ms [2022-04-19 10:03:57 main:574] : INFO : Epoch 1719 | loss: 0.0311711 | val_loss: 0.0311744 | Time: 2020.25 ms [2022-04-19 10:03:59 main:574] : INFO : Epoch 1720 | loss: 0.0311692 | val_loss: 0.0311769 | Time: 2020.2 ms [2022-04-19 10:04:01 main:574] : INFO : Epoch 1721 | loss: 0.0311716 | val_loss: 0.0311785 | Time: 2010.74 ms [2022-04-19 10:04:03 main:574] : INFO : Epoch 1722 | loss: 0.0311688 | val_loss: 0.0311779 | Time: 2016.86 ms [2022-04-19 10:04:05 main:574] : INFO : Epoch 1723 | loss: 0.0311678 | val_loss: 0.0311793 | Time: 2029.7 ms [2022-04-19 10:04:07 main:574] : INFO : Epoch 1724 | loss: 0.0311746 | val_loss: 0.0311794 | Time: 2024.01 ms [2022-04-19 10:04:09 main:574] : INFO : Epoch 1725 | loss: 0.031168 | val_loss: 0.0311771 | Time: 2016.61 ms [2022-04-19 10:04:11 main:574] : INFO : Epoch 1726 | loss: 0.0311697 | val_loss: 0.031178 | Time: 2002.9 ms [2022-04-19 10:04:13 main:574] : INFO : Epoch 1727 | loss: 0.0311686 | val_loss: 0.0311797 | Time: 2003 ms [2022-04-19 10:04:15 main:574] : INFO : Epoch 1728 | loss: 0.0311728 | val_loss: 0.0311767 | Time: 2035.72 ms [2022-04-19 10:04:18 main:574] : INFO : Epoch 1729 | loss: 0.0311732 | val_loss: 0.0311848 | Time: 2010.94 ms [2022-04-19 10:04:20 main:574] : INFO : Epoch 1730 | loss: 0.0311715 | val_loss: 0.0311842 | Time: 2041.41 ms [2022-04-19 10:04:22 main:574] : INFO : Epoch 1731 | loss: 0.0311675 | val_loss: 0.031177 | Time: 2007.93 ms [2022-04-19 10:04:24 main:574] : INFO : Epoch 1732 | loss: 0.0311682 | val_loss: 0.0311813 | Time: 2027.41 ms [2022-04-19 10:04:26 main:574] : INFO : Epoch 1733 | loss: 0.0311686 | val_loss: 0.0311754 | Time: 2038.77 ms [2022-04-19 10:04:28 main:574] : INFO : Epoch 1734 | loss: 0.0311678 | val_loss: 0.0311742 | Time: 2040.71 ms [2022-04-19 10:04:30 main:574] : INFO : Epoch 1735 | loss: 0.0311699 | val_loss: 0.0311801 | Time: 2065.2 ms [2022-04-19 10:04:32 main:574] : INFO : Epoch 1736 | loss: 0.0311689 | val_loss: 0.0311735 | Time: 2047.65 ms [2022-04-19 10:04:34 main:574] : INFO : Epoch 1737 | loss: 0.0311678 | val_loss: 0.0311771 | Time: 2051.48 ms [2022-04-19 10:04:36 main:574] : INFO : Epoch 1738 | loss: 0.0311676 | val_loss: 0.0311727 | Time: 2067.17 ms [2022-04-19 10:04:39 main:574] : INFO : Epoch 1739 | loss: 0.0311663 | val_loss: 0.0311735 | Time: 2057.55 ms [2022-04-19 10:04:41 main:574] : INFO : Epoch 1740 | loss: 0.0311684 | val_loss: 0.0311747 | Time: 2051.66 ms [2022-04-19 10:04:43 main:574] : INFO : Epoch 1741 | loss: 0.031168 | val_loss: 0.031173 | Time: 2068.73 ms [2022-04-19 10:04:45 main:574] : INFO : Epoch 1742 | loss: 0.0311678 | val_loss: 0.0311786 | Time: 2006.5 ms [2022-04-19 10:04:47 main:574] : INFO : Epoch 1743 | loss: 0.0311707 | val_loss: 0.0311759 | Time: 2030.25 ms [2022-04-19 10:04:49 main:574] : INFO : Epoch 1744 | loss: 0.0311672 | val_loss: 0.0311751 | Time: 2047.44 ms [2022-04-19 10:04:51 main:574] : INFO : Epoch 1745 | loss: 0.0311676 | val_loss: 0.0311746 | Time: 2014.82 ms [2022-04-19 10:04:53 main:574] : INFO : Epoch 1746 | loss: 0.0311668 | val_loss: 0.0311762 | Time: 2040.57 ms [2022-04-19 10:04:55 main:574] : INFO : Epoch 1747 | loss: 0.0311675 | val_loss: 0.0311755 | Time: 2022.01 ms [2022-04-19 10:04:57 main:574] : INFO : Epoch 1748 | loss: 0.031168 | val_loss: 0.0311804 | Time: 2030.22 ms [2022-04-19 10:04:59 main:574] : INFO : Epoch 1749 | loss: 0.0311716 | val_loss: 0.0311737 | Time: 2033.18 ms [2022-04-19 10:05:02 main:574] : INFO : Epoch 1750 | loss: 0.0311706 | val_loss: 0.0311769 | Time: 1996.77 ms [2022-04-19 10:05:04 main:574] : INFO : Epoch 1751 | loss: 0.0311678 | val_loss: 0.0311778 | Time: 2041.54 ms [2022-04-19 10:05:06 main:574] : INFO : Epoch 1752 | loss: 0.0311667 | val_loss: 0.0311787 | Time: 2036.91 ms [2022-04-19 10:05:08 main:574] : INFO : Epoch 1753 | loss: 0.031166 | val_loss: 0.0311717 | Time: 2032.94 ms [2022-04-19 10:05:10 main:574] : INFO : Epoch 1754 | loss: 0.0311653 | val_loss: 0.0311755 | Time: 1916.06 ms [2022-04-19 10:05:12 main:574] : INFO : Epoch 1755 | loss: 0.0311668 | val_loss: 0.0311767 | Time: 2043.98 ms [2022-04-19 10:05:14 main:574] : INFO : Epoch 1756 | loss: 0.0311683 | val_loss: 0.0311746 | Time: 2033.25 ms [2022-04-19 10:05:16 main:574] : INFO : Epoch 1757 | loss: 0.0311699 | val_loss: 0.0311734 | Time: 2016 ms [2022-04-19 10:05:18 main:574] : INFO : Epoch 1758 | loss: 0.0311682 | val_loss: 0.0311731 | Time: 1998.02 ms [2022-04-19 10:05:20 main:574] : INFO : Epoch 1759 | loss: 0.0311724 | val_loss: 0.0311777 | Time: 2026.22 ms [2022-04-19 10:05:22 main:574] : INFO : Epoch 1760 | loss: 0.0311721 | val_loss: 0.0311783 | Time: 2029.3 ms [2022-04-19 10:05:24 main:574] : INFO : Epoch 1761 | loss: 0.0311666 | val_loss: 0.0311713 | Time: 1972.71 ms [2022-04-19 10:05:26 main:574] : INFO : Epoch 1762 | loss: 0.0311654 | val_loss: 0.0311744 | Time: 2023.01 ms [2022-04-19 10:05:28 main:574] : INFO : Epoch 1763 | loss: 0.0311676 | val_loss: 0.0311769 | Time: 2028.06 ms [2022-04-19 10:05:30 main:574] : INFO : Epoch 1764 | loss: 0.0311711 | val_loss: 0.0311738 | Time: 2009.71 ms [2022-04-19 10:05:32 main:574] : INFO : Epoch 1765 | loss: 0.0311715 | val_loss: 0.0311785 | Time: 1996.46 ms [2022-04-19 10:05:35 main:574] : INFO : Epoch 1766 | loss: 0.0311689 | val_loss: 0.0311738 | Time: 1995.29 ms [2022-04-19 10:05:37 main:574] : INFO : Epoch 1767 | loss: 0.0311658 | val_loss: 0.0311752 | Time: 2020.88 ms [2022-04-19 10:05:39 main:574] : INFO : Epoch 1768 | loss: 0.0311695 | val_loss: 0.031172 | Time: 2028.69 ms [2022-04-19 10:05:41 main:574] : INFO : Epoch 1769 | loss: 0.0311679 | val_loss: 0.0311732 | Time: 2017.31 ms [2022-04-19 10:05:43 main:574] : INFO : Epoch 1770 | loss: 0.0311659 | val_loss: 0.0311748 | Time: 1993.03 ms [2022-04-19 10:05:45 main:574] : INFO : Epoch 1771 | loss: 0.0311655 | val_loss: 0.0311735 | Time: 2024.32 ms [2022-04-19 10:05:47 main:574] : INFO : Epoch 1772 | loss: 0.0311672 | val_loss: 0.0311779 | Time: 2002.95 ms [2022-04-19 10:05:49 main:574] : INFO : Epoch 1773 | loss: 0.0311667 | val_loss: 0.0311752 | Time: 2017.57 ms [2022-04-19 10:05:51 main:574] : INFO : Epoch 1774 | loss: 0.0311673 | val_loss: 0.0311734 | Time: 2003.3 ms [2022-04-19 10:05:53 main:574] : INFO : Epoch 1775 | loss: 0.0311701 | val_loss: 0.0311784 | Time: 1978.74 ms [2022-04-19 10:05:55 main:574] : INFO : Epoch 1776 | loss: 0.031168 | val_loss: 0.0311747 | Time: 2014.69 ms [2022-04-19 10:05:57 main:574] : INFO : Epoch 1777 | loss: 0.0311654 | val_loss: 0.0311752 | Time: 2021.24 ms [2022-04-19 10:05:59 main:574] : INFO : Epoch 1778 | loss: 0.0311663 | val_loss: 0.0311734 | Time: 2001.75 ms [2022-04-19 10:06:01 main:574] : INFO : Epoch 1779 | loss: 0.0311682 | val_loss: 0.0311755 | Time: 2031.22 ms [2022-04-19 10:06:03 main:574] : INFO : Epoch 1780 | loss: 0.0311758 | val_loss: 0.0311773 | Time: 2019.77 ms [2022-04-19 10:06:05 main:574] : INFO : Epoch 1781 | loss: 0.0311713 | val_loss: 0.0311734 | Time: 2032.07 ms [2022-04-19 10:06:07 main:574] : INFO : Epoch 1782 | loss: 0.0311716 | val_loss: 0.0311728 | Time: 2009.97 ms [2022-04-19 10:06:10 main:574] : INFO : Epoch 1783 | loss: 0.0311686 | val_loss: 0.0311763 | Time: 2015.96 ms [2022-04-19 10:06:12 main:574] : INFO : Epoch 1784 | loss: 0.0311696 | val_loss: 0.0311744 | Time: 2001.13 ms [2022-04-19 10:06:14 main:574] : INFO : Epoch 1785 | loss: 0.0311699 | val_loss: 0.0311749 | Time: 1991.61 ms [2022-04-19 10:06:16 main:574] : INFO : Epoch 1786 | loss: 0.0311686 | val_loss: 0.031172 | Time: 2000.53 ms [2022-04-19 10:06:18 main:574] : INFO : Epoch 1787 | loss: 0.0311679 | val_loss: 0.0311747 | Time: 1998.57 ms [2022-04-19 10:06:20 main:574] : INFO : Epoch 1788 | loss: 0.0311683 | val_loss: 0.0311735 | Time: 1996.6 ms [2022-04-19 10:06:22 main:574] : INFO : Epoch 1789 | loss: 0.0311679 | val_loss: 0.0311786 | Time: 1986.35 ms [2022-04-19 10:06:24 main:574] : INFO : Epoch 1790 | loss: 0.0311703 | val_loss: 0.0311734 | Time: 2018.06 ms [2022-04-19 10:06:26 main:574] : INFO : Epoch 1791 | loss: 0.0311707 | val_loss: 0.0311754 | Time: 1996.15 ms [2022-04-19 10:06:28 main:574] : INFO : Epoch 1792 | loss: 0.0311673 | val_loss: 0.0311735 | Time: 2035.99 ms [2022-04-19 10:06:30 main:574] : INFO : Epoch 1793 | loss: 0.0311676 | val_loss: 0.0311721 | Time: 1991.68 ms [2022-04-19 10:06:32 main:574] : INFO : Epoch 1794 | loss: 0.0311663 | val_loss: 0.031176 | Time: 2055.83 ms [2022-04-19 10:06:34 main:574] : INFO : Epoch 1795 | loss: 0.0311674 | val_loss: 0.0311749 | Time: 2025.39 ms [2022-04-19 10:06:36 main:574] : INFO : Epoch 1796 | loss: 0.031169 | val_loss: 0.031175 | Time: 2017.52 ms [2022-04-19 10:06:38 main:574] : INFO : Epoch 1797 | loss: 0.0311702 | val_loss: 0.0311792 | Time: 1996.39 ms [2022-04-19 10:06:40 main:574] : INFO : Epoch 1798 | loss: 0.0311727 | val_loss: 0.0311759 | Time: 2028.75 ms [2022-04-19 10:06:42 main:574] : INFO : Epoch 1799 | loss: 0.0311734 | val_loss: 0.0311804 | Time: 2024.94 ms [2022-04-19 10:06:44 main:574] : INFO : Epoch 1800 | loss: 0.0311678 | val_loss: 0.0311743 | Time: 2024.62 ms [2022-04-19 10:06:47 main:574] : INFO : Epoch 1801 | loss: 0.0311677 | val_loss: 0.0311727 | Time: 2021.18 ms [2022-04-19 10:06:49 main:574] : INFO : Epoch 1802 | loss: 0.0311672 | val_loss: 0.0311729 | Time: 2022.18 ms [2022-04-19 10:06:51 main:574] : INFO : Epoch 1803 | loss: 0.0311679 | val_loss: 0.0311737 | Time: 2019.46 ms [2022-04-19 10:06:53 main:574] : INFO : Epoch 1804 | loss: 0.0311679 | val_loss: 0.0311723 | Time: 2036.48 ms [2022-04-19 10:06:55 main:574] : INFO : Epoch 1805 | loss: 0.0311678 | val_loss: 0.0311705 | Time: 2048.62 ms [2022-04-19 10:06:57 main:574] : INFO : Epoch 1806 | loss: 0.031167 | val_loss: 0.0311697 | Time: 2071.12 ms [2022-04-19 10:06:59 main:574] : INFO : Epoch 1807 | loss: 0.0311659 | val_loss: 0.03117 | Time: 2040.6 ms [2022-04-19 10:07:01 main:574] : INFO : Epoch 1808 | loss: 0.0311688 | val_loss: 0.0311759 | Time: 2000.39 ms [2022-04-19 10:07:03 main:574] : INFO : Epoch 1809 | loss: 0.0311701 | val_loss: 0.03117 | Time: 2031.26 ms [2022-04-19 10:07:05 main:574] : INFO : Epoch 1810 | loss: 0.0311689 | val_loss: 0.0311717 | Time: 2005.16 ms [2022-04-19 10:07:07 main:574] : INFO : Epoch 1811 | loss: 0.0311711 | val_loss: 0.0311797 | Time: 2005.19 ms [2022-04-19 10:07:09 main:574] : INFO : Epoch 1812 | loss: 0.0311709 | val_loss: 0.0311745 | Time: 1991.62 ms [2022-04-19 10:07:12 main:574] : INFO : Epoch 1813 | loss: 0.0311719 | val_loss: 0.0311726 | Time: 2004.74 ms [2022-04-19 10:07:14 main:574] : INFO : Epoch 1814 | loss: 0.0311713 | val_loss: 0.0311768 | Time: 2009.54 ms [2022-04-19 10:07:16 main:574] : INFO : Epoch 1815 | loss: 0.03117 | val_loss: 0.0311722 | Time: 2016.49 ms [2022-04-19 10:07:18 main:574] : INFO : Epoch 1816 | loss: 0.0311722 | val_loss: 0.0311757 | Time: 2016.62 ms [2022-04-19 10:07:20 main:574] : INFO : Epoch 1817 | loss: 0.0311709 | val_loss: 0.0311742 | Time: 1994.9 ms [2022-04-19 10:07:22 main:574] : INFO : Epoch 1818 | loss: 0.0311685 | val_loss: 0.0311721 | Time: 2026.35 ms [2022-04-19 10:07:24 main:574] : INFO : Epoch 1819 | loss: 0.0311686 | val_loss: 0.0311784 | Time: 2017.65 ms [2022-04-19 10:07:26 main:574] : INFO : Epoch 1820 | loss: 0.031169 | val_loss: 0.0311724 | Time: 2025.07 ms [2022-04-19 10:07:28 main:574] : INFO : Epoch 1821 | loss: 0.0311671 | val_loss: 0.0311725 | Time: 2029.4 ms [2022-04-19 10:07:30 main:574] : INFO : Epoch 1822 | loss: 0.0311683 | val_loss: 0.0311757 | Time: 2001.67 ms [2022-04-19 10:07:32 main:574] : INFO : Epoch 1823 | loss: 0.0311676 | val_loss: 0.0311733 | Time: 2046.23 ms [2022-04-19 10:07:34 main:574] : INFO : Epoch 1824 | loss: 0.0311667 | val_loss: 0.031172 | Time: 2015.6 ms [2022-04-19 10:07:36 main:574] : INFO : Epoch 1825 | loss: 0.0311653 | val_loss: 0.0311725 | Time: 2029.37 ms [2022-04-19 10:07:38 main:574] : INFO : Epoch 1826 | loss: 0.0311681 | val_loss: 0.0311778 | Time: 2026.71 ms [2022-04-19 10:07:40 main:574] : INFO : Epoch 1827 | loss: 0.0311699 | val_loss: 0.031175 | Time: 1990.99 ms [2022-04-19 10:07:42 main:574] : INFO : Epoch 1828 | loss: 0.0311685 | val_loss: 0.0311833 | Time: 1996.85 ms [2022-04-19 10:07:45 main:574] : INFO : Epoch 1829 | loss: 0.0311736 | val_loss: 0.0311751 | Time: 2022.5 ms [2022-04-19 10:07:47 main:574] : INFO : Epoch 1830 | loss: 0.0311688 | val_loss: 0.0311718 | Time: 2030.18 ms [2022-04-19 10:07:49 main:574] : INFO : Epoch 1831 | loss: 0.0311681 | val_loss: 0.0311734 | Time: 2000.78 ms [2022-04-19 10:07:51 main:574] : INFO : Epoch 1832 | loss: 0.0311692 | val_loss: 0.0311713 | Time: 2031.32 ms [2022-04-19 10:07:53 main:574] : INFO : Epoch 1833 | loss: 0.0311687 | val_loss: 0.031174 | Time: 2017.22 ms [2022-04-19 10:07:55 main:574] : INFO : Epoch 1834 | loss: 0.0311696 | val_loss: 0.0311759 | Time: 2026.85 ms [2022-04-19 10:07:57 main:574] : INFO : Epoch 1835 | loss: 0.0311698 | val_loss: 0.0311725 | Time: 1987.15 ms [2022-04-19 10:07:59 main:574] : INFO : Epoch 1836 | loss: 0.0311693 | val_loss: 0.0311848 | Time: 1997.85 ms [2022-04-19 10:08:01 main:574] : INFO : Epoch 1837 | loss: 0.0311743 | val_loss: 0.0311735 | Time: 2031.49 ms [2022-04-19 10:08:03 main:574] : INFO : Epoch 1838 | loss: 0.0311679 | val_loss: 0.0311729 | Time: 1994.64 ms [2022-04-19 10:08:05 main:574] : INFO : Epoch 1839 | loss: 0.0311713 | val_loss: 0.0311741 | Time: 2021.23 ms [2022-04-19 10:08:07 main:574] : INFO : Epoch 1840 | loss: 0.0311701 | val_loss: 0.0311717 | Time: 2035.19 ms [2022-04-19 10:08:09 main:574] : INFO : Epoch 1841 | loss: 0.0311671 | val_loss: 0.0311735 | Time: 2018.35 ms [2022-04-19 10:08:11 main:574] : INFO : Epoch 1842 | loss: 0.0311663 | val_loss: 0.0311723 | Time: 2033.09 ms [2022-04-19 10:08:13 main:574] : INFO : Epoch 1843 | loss: 0.0311684 | val_loss: 0.0311725 | Time: 2039.91 ms [2022-04-19 10:08:16 main:574] : INFO : Epoch 1844 | loss: 0.0311658 | val_loss: 0.031174 | Time: 2043.44 ms [2022-04-19 10:08:18 main:574] : INFO : Epoch 1845 | loss: 0.0311684 | val_loss: 0.0311823 | Time: 2039.49 ms [2022-04-19 10:08:20 main:574] : INFO : Epoch 1846 | loss: 0.0311686 | val_loss: 0.0311752 | Time: 2028.41 ms [2022-04-19 10:08:22 main:574] : INFO : Epoch 1847 | loss: 0.031173 | val_loss: 0.0311775 | Time: 2003.64 ms [2022-04-19 10:08:24 main:574] : INFO : Epoch 1848 | loss: 0.031169 | val_loss: 0.0311746 | Time: 2004.38 ms [2022-04-19 10:08:26 main:574] : INFO : Epoch 1849 | loss: 0.0311668 | val_loss: 0.0311766 | Time: 2003.18 ms [2022-04-19 10:08:28 main:574] : INFO : Epoch 1850 | loss: 0.0311664 | val_loss: 0.0311733 | Time: 2017.26 ms [2022-04-19 10:08:30 main:574] : INFO : Epoch 1851 | loss: 0.0311677 | val_loss: 0.031175 | Time: 2023.63 ms [2022-04-19 10:08:32 main:574] : INFO : Epoch 1852 | loss: 0.0311654 | val_loss: 0.0311736 | Time: 2012.56 ms [2022-04-19 10:08:34 main:574] : INFO : Epoch 1853 | loss: 0.0311642 | val_loss: 0.0311728 | Time: 2049.34 ms [2022-04-19 10:08:36 main:574] : INFO : Epoch 1854 | loss: 0.0311658 | val_loss: 0.0311793 | Time: 2037.13 ms [2022-04-19 10:08:38 main:574] : INFO : Epoch 1855 | loss: 0.0311671 | val_loss: 0.0311736 | Time: 2026.27 ms [2022-04-19 10:08:40 main:574] : INFO : Epoch 1856 | loss: 0.031164 | val_loss: 0.0311727 | Time: 2059.67 ms [2022-04-19 10:08:43 main:574] : INFO : Epoch 1857 | loss: 0.0311693 | val_loss: 0.0311817 | Time: 2053.91 ms [2022-04-19 10:08:45 main:574] : INFO : Epoch 1858 | loss: 0.0311676 | val_loss: 0.0311717 | Time: 2059.94 ms [2022-04-19 10:08:47 main:574] : INFO : Epoch 1859 | loss: 0.0311653 | val_loss: 0.0311724 | Time: 2067.61 ms [2022-04-19 10:08:49 main:574] : INFO : Epoch 1860 | loss: 0.0311651 | val_loss: 0.0311773 | Time: 2018.76 ms [2022-04-19 10:08:51 main:574] : INFO : Epoch 1861 | loss: 0.0311669 | val_loss: 0.031173 | Time: 2024.15 ms [2022-04-19 10:08:53 main:574] : INFO : Epoch 1862 | loss: 0.0311655 | val_loss: 0.0311732 | Time: 2026.04 ms [2022-04-19 10:08:55 main:574] : INFO : Epoch 1863 | loss: 0.0311643 | val_loss: 0.0311729 | Time: 2030.01 ms [2022-04-19 10:08:57 main:574] : INFO : Epoch 1864 | loss: 0.0311639 | val_loss: 0.0311722 | Time: 2042.79 ms [2022-04-19 10:08:59 main:574] : INFO : Epoch 1865 | loss: 0.031165 | val_loss: 0.0311745 | Time: 2015.76 ms [2022-04-19 10:09:01 main:574] : INFO : Epoch 1866 | loss: 0.0311656 | val_loss: 0.0311737 | Time: 2011.31 ms [2022-04-19 10:09:03 main:574] : INFO : Epoch 1867 | loss: 0.0311646 | val_loss: 0.0311753 | Time: 2031.41 ms [2022-04-19 10:09:05 main:574] : INFO : Epoch 1868 | loss: 0.0311649 | val_loss: 0.0311769 | Time: 2014.15 ms [2022-04-19 10:09:07 main:574] : INFO : Epoch 1869 | loss: 0.0311668 | val_loss: 0.0311777 | Time: 2017.15 ms [2022-04-19 10:09:10 main:574] : INFO : Epoch 1870 | loss: 0.0311657 | val_loss: 0.0311715 | Time: 2037.67 ms [2022-04-19 10:09:12 main:574] : INFO : Epoch 1871 | loss: 0.0311634 | val_loss: 0.0311748 | Time: 2025.82 ms [2022-04-19 10:09:14 main:574] : INFO : Epoch 1872 | loss: 0.0311646 | val_loss: 0.0311718 | Time: 2040.2 ms [2022-04-19 10:09:16 main:574] : INFO : Epoch 1873 | loss: 0.031164 | val_loss: 0.0311722 | Time: 2018.07 ms [2022-04-19 10:09:18 main:574] : INFO : Epoch 1874 | loss: 0.0311673 | val_loss: 0.031184 | Time: 2011.66 ms [2022-04-19 10:09:20 main:574] : INFO : Epoch 1875 | loss: 0.0311657 | val_loss: 0.0311729 | Time: 2018.62 ms [2022-04-19 10:09:22 main:574] : INFO : Epoch 1876 | loss: 0.0311651 | val_loss: 0.0311718 | Time: 1991.35 ms [2022-04-19 10:09:24 main:574] : INFO : Epoch 1877 | loss: 0.0311629 | val_loss: 0.0311725 | Time: 2033.67 ms [2022-04-19 10:09:26 main:574] : INFO : Epoch 1878 | loss: 0.0311671 | val_loss: 0.0311935 | Time: 1980.94 ms [2022-04-19 10:09:28 main:574] : INFO : Epoch 1879 | loss: 0.0311745 | val_loss: 0.0311752 | Time: 2018.91 ms [2022-04-19 10:09:30 main:574] : INFO : Epoch 1880 | loss: 0.0311666 | val_loss: 0.0311729 | Time: 2041.15 ms [2022-04-19 10:09:32 main:574] : INFO : Epoch 1881 | loss: 0.0311657 | val_loss: 0.0311718 | Time: 2023.61 ms [2022-04-19 10:09:34 main:574] : INFO : Epoch 1882 | loss: 0.0311662 | val_loss: 0.0311723 | Time: 2031.13 ms [2022-04-19 10:09:36 main:574] : INFO : Epoch 1883 | loss: 0.0311658 | val_loss: 0.0311739 | Time: 1972.68 ms [2022-04-19 10:09:38 main:574] : INFO : Epoch 1884 | loss: 0.0311643 | val_loss: 0.031172 | Time: 1960.91 ms [2022-04-19 10:09:40 main:574] : INFO : Epoch 1885 | loss: 0.0311643 | val_loss: 0.0311742 | Time: 2015.74 ms [2022-04-19 10:09:42 main:574] : INFO : Epoch 1886 | loss: 0.0311632 | val_loss: 0.031171 | Time: 1929.53 ms [2022-04-19 10:09:44 main:574] : INFO : Epoch 1887 | loss: 0.0311623 | val_loss: 0.031172 | Time: 1997.48 ms [2022-04-19 10:09:47 main:574] : INFO : Epoch 1888 | loss: 0.0311637 | val_loss: 0.0311766 | Time: 2021.4 ms [2022-04-19 10:09:49 main:574] : INFO : Epoch 1889 | loss: 0.0311667 | val_loss: 0.0311707 | Time: 2027.37 ms [2022-04-19 10:09:51 main:574] : INFO : Epoch 1890 | loss: 0.0311619 | val_loss: 0.0311726 | Time: 2029.21 ms [2022-04-19 10:09:53 main:574] : INFO : Epoch 1891 | loss: 0.031163 | val_loss: 0.0311713 | Time: 2023.7 ms [2022-04-19 10:09:55 main:574] : INFO : Epoch 1892 | loss: 0.0311641 | val_loss: 0.0311728 | Time: 2033.43 ms [2022-04-19 10:09:57 main:574] : INFO : Epoch 1893 | loss: 0.0311645 | val_loss: 0.0311722 | Time: 2025.69 ms [2022-04-19 10:09:59 main:574] : INFO : Epoch 1894 | loss: 0.0311627 | val_loss: 0.0311707 | Time: 2035.58 ms [2022-04-19 10:10:01 main:574] : INFO : Epoch 1895 | loss: 0.0311622 | val_loss: 0.0311703 | Time: 2004.75 ms [2022-04-19 10:10:03 main:574] : INFO : Epoch 1896 | loss: 0.0311639 | val_loss: 0.0311725 | Time: 2029.69 ms [2022-04-19 10:10:05 main:574] : INFO : Epoch 1897 | loss: 0.0311635 | val_loss: 0.0311767 | Time: 2024.21 ms [2022-04-19 10:10:07 main:574] : INFO : Epoch 1898 | loss: 0.0311635 | val_loss: 0.0311717 | Time: 2042.41 ms [2022-04-19 10:10:09 main:574] : INFO : Epoch 1899 | loss: 0.031164 | val_loss: 0.0311726 | Time: 2044.38 ms [2022-04-19 10:10:12 main:574] : INFO : Epoch 1900 | loss: 0.0311684 | val_loss: 0.0311762 | Time: 2034.66 ms [2022-04-19 10:10:14 main:574] : INFO : Epoch 1901 | loss: 0.0311652 | val_loss: 0.0311718 | Time: 2014.07 ms [2022-04-19 10:10:16 main:574] : INFO : Epoch 1902 | loss: 0.0311649 | val_loss: 0.0311738 | Time: 2018.76 ms [2022-04-19 10:10:18 main:574] : INFO : Epoch 1903 | loss: 0.0311666 | val_loss: 0.0311725 | Time: 2011.45 ms [2022-04-19 10:10:20 main:574] : INFO : Epoch 1904 | loss: 0.0311633 | val_loss: 0.0311709 | Time: 2018.83 ms [2022-04-19 10:10:22 main:574] : INFO : Epoch 1905 | loss: 0.0311628 | val_loss: 0.0311769 | Time: 2017.16 ms [2022-04-19 10:10:24 main:574] : INFO : Epoch 1906 | loss: 0.0311642 | val_loss: 0.0311832 | Time: 2011.02 ms [2022-04-19 10:10:26 main:574] : INFO : Epoch 1907 | loss: 0.0311679 | val_loss: 0.0311887 | Time: 2019.82 ms [2022-04-19 10:10:28 main:574] : INFO : Epoch 1908 | loss: 0.0311684 | val_loss: 0.0311722 | Time: 1937.24 ms [2022-04-19 10:10:30 main:574] : INFO : Epoch 1909 | loss: 0.0311626 | val_loss: 0.0311753 | Time: 2025.7 ms [2022-04-19 10:10:32 main:574] : INFO : Epoch 1910 | loss: 0.0311642 | val_loss: 0.0311784 | Time: 2024.96 ms [2022-04-19 10:10:34 main:574] : INFO : Epoch 1911 | loss: 0.0311617 | val_loss: 0.0311724 | Time: 2017.52 ms [2022-04-19 10:10:36 main:574] : INFO : Epoch 1912 | loss: 0.0311637 | val_loss: 0.0311724 | Time: 2008.99 ms [2022-04-19 10:10:38 main:574] : INFO : Epoch 1913 | loss: 0.0311605 | val_loss: 0.0311728 | Time: 2021.4 ms [2022-04-19 10:10:41 main:574] : INFO : Epoch 1914 | loss: 0.0311611 | val_loss: 0.0311745 | Time: 2039.11 ms [2022-04-19 10:10:43 main:574] : INFO : Epoch 1915 | loss: 0.0311611 | val_loss: 0.0311761 | Time: 2004.9 ms [2022-04-19 10:10:45 main:574] : INFO : Epoch 1916 | loss: 0.0311611 | val_loss: 0.0311718 | Time: 2022.78 ms [2022-04-19 10:10:47 main:574] : INFO : Epoch 1917 | loss: 0.0311603 | val_loss: 0.0311733 | Time: 2004.89 ms [2022-04-19 10:10:49 main:574] : INFO : Epoch 1918 | loss: 0.0311613 | val_loss: 0.0311756 | Time: 2036.64 ms [2022-04-19 10:10:51 main:574] : INFO : Epoch 1919 | loss: 0.0311623 | val_loss: 0.0311745 | Time: 2033.57 ms [2022-04-19 10:10:53 main:574] : INFO : Epoch 1920 | loss: 0.0311611 | val_loss: 0.0311791 | Time: 2015.17 ms [2022-04-19 10:10:55 main:574] : INFO : Epoch 1921 | loss: 0.0311631 | val_loss: 0.0311792 | Time: 2001.43 ms [2022-04-19 10:10:57 main:574] : INFO : Epoch 1922 | loss: 0.0311665 | val_loss: 0.0311722 | Time: 2003.63 ms [2022-04-19 10:10:59 main:574] : INFO : Epoch 1923 | loss: 0.0311664 | val_loss: 0.0311785 | Time: 2021.88 ms [2022-04-19 10:11:01 main:574] : INFO : Epoch 1924 | loss: 0.0311666 | val_loss: 0.0311742 | Time: 1997.21 ms [2022-04-19 10:11:03 main:574] : INFO : Epoch 1925 | loss: 0.0311653 | val_loss: 0.0311746 | Time: 2012.98 ms [2022-04-19 10:11:05 main:574] : INFO : Epoch 1926 | loss: 0.0311648 | val_loss: 0.0311746 | Time: 1995.01 ms [2022-04-19 10:11:07 main:574] : INFO : Epoch 1927 | loss: 0.0311638 | val_loss: 0.0311726 | Time: 2039.52 ms [2022-04-19 10:11:09 main:574] : INFO : Epoch 1928 | loss: 0.0311643 | val_loss: 0.0311722 | Time: 2040.31 ms [2022-04-19 10:11:11 main:574] : INFO : Epoch 1929 | loss: 0.0311634 | val_loss: 0.0311728 | Time: 2011.54 ms [2022-04-19 10:11:13 main:574] : INFO : Epoch 1930 | loss: 0.0311639 | val_loss: 0.0311715 | Time: 2022.49 ms [2022-04-19 10:11:16 main:574] : INFO : Epoch 1931 | loss: 0.031164 | val_loss: 0.0311713 | Time: 2013.1 ms [2022-04-19 10:11:18 main:574] : INFO : Epoch 1932 | loss: 0.031165 | val_loss: 0.0311707 | Time: 2016.88 ms [2022-04-19 10:11:20 main:574] : INFO : Epoch 1933 | loss: 0.0311662 | val_loss: 0.0311712 | Time: 2057.48 ms [2022-04-19 10:11:22 main:574] : INFO : Epoch 1934 | loss: 0.0311635 | val_loss: 0.0311743 | Time: 2028.27 ms [2022-04-19 10:11:24 main:574] : INFO : Epoch 1935 | loss: 0.0311663 | val_loss: 0.0311811 | Time: 2044.38 ms [2022-04-19 10:11:26 main:574] : INFO : Epoch 1936 | loss: 0.0311673 | val_loss: 0.0311725 | Time: 2043.59 ms [2022-04-19 10:11:28 main:574] : INFO : Epoch 1937 | loss: 0.0311662 | val_loss: 0.031173 | Time: 2013.95 ms [2022-04-19 10:11:30 main:574] : INFO : Epoch 1938 | loss: 0.0311688 | val_loss: 0.0311731 | Time: 2015.87 ms [2022-04-19 10:11:32 main:574] : INFO : Epoch 1939 | loss: 0.0311698 | val_loss: 0.031173 | Time: 2022.17 ms [2022-04-19 10:11:34 main:574] : INFO : Epoch 1940 | loss: 0.0311695 | val_loss: 0.0311739 | Time: 2022.16 ms [2022-04-19 10:11:36 main:574] : INFO : Epoch 1941 | loss: 0.0311674 | val_loss: 0.0311742 | Time: 2011.06 ms [2022-04-19 10:11:38 main:574] : INFO : Epoch 1942 | loss: 0.0311654 | val_loss: 0.0311729 | Time: 1989.02 ms [2022-04-19 10:11:40 main:574] : INFO : Epoch 1943 | loss: 0.0311656 | val_loss: 0.0311717 | Time: 2053.34 ms [2022-04-19 10:11:43 main:574] : INFO : Epoch 1944 | loss: 0.0311662 | val_loss: 0.0311706 | Time: 2022.63 ms [2022-04-19 10:11:45 main:574] : INFO : Epoch 1945 | loss: 0.0311644 | val_loss: 0.0311719 | Time: 2001.6 ms [2022-04-19 10:11:47 main:574] : INFO : Epoch 1946 | loss: 0.031164 | val_loss: 0.0311711 | Time: 2018.45 ms [2022-04-19 10:11:49 main:574] : INFO : Epoch 1947 | loss: 0.0311699 | val_loss: 0.0311716 | Time: 2018.35 ms [2022-04-19 10:11:51 main:574] : INFO : Epoch 1948 | loss: 0.0311691 | val_loss: 0.031172 | Time: 1986.51 ms [2022-04-19 10:11:53 main:574] : INFO : Epoch 1949 | loss: 0.0311661 | val_loss: 0.0311705 | Time: 2007.06 ms [2022-04-19 10:11:55 main:574] : INFO : Epoch 1950 | loss: 0.0311653 | val_loss: 0.0311713 | Time: 2012.74 ms [2022-04-19 10:11:57 main:574] : INFO : Epoch 1951 | loss: 0.0311654 | val_loss: 0.0311717 | Time: 2028.92 ms [2022-04-19 10:11:59 main:574] : INFO : Epoch 1952 | loss: 0.0311631 | val_loss: 0.0311711 | Time: 2006.88 ms [2022-04-19 10:12:01 main:574] : INFO : Epoch 1953 | loss: 0.0311634 | val_loss: 0.031171 | Time: 1975.24 ms [2022-04-19 10:12:03 main:574] : INFO : Epoch 1954 | loss: 0.0311645 | val_loss: 0.0311744 | Time: 2025.85 ms [2022-04-19 10:12:05 main:574] : INFO : Epoch 1955 | loss: 0.031167 | val_loss: 0.0311741 | Time: 2012.71 ms [2022-04-19 10:12:07 main:574] : INFO : Epoch 1956 | loss: 0.0311661 | val_loss: 0.0311701 | Time: 2016.59 ms [2022-04-19 10:12:09 main:574] : INFO : Epoch 1957 | loss: 0.0311694 | val_loss: 0.0311729 | Time: 2023.13 ms [2022-04-19 10:12:11 main:574] : INFO : Epoch 1958 | loss: 0.0311661 | val_loss: 0.0311748 | Time: 2009.66 ms [2022-04-19 10:12:13 main:574] : INFO : Epoch 1959 | loss: 0.0311677 | val_loss: 0.0311714 | Time: 2012.69 ms [2022-04-19 10:12:15 main:574] : INFO : Epoch 1960 | loss: 0.0311631 | val_loss: 0.0311741 | Time: 1966.08 ms [2022-04-19 10:12:17 main:574] : INFO : Epoch 1961 | loss: 0.0311623 | val_loss: 0.0311703 | Time: 2020.46 ms [2022-04-19 10:12:19 main:574] : INFO : Epoch 1962 | loss: 0.0311615 | val_loss: 0.0311703 | Time: 2038.18 ms [2022-04-19 10:12:22 main:574] : INFO : Epoch 1963 | loss: 0.0311617 | val_loss: 0.0311703 | Time: 2032.78 ms [2022-04-19 10:12:24 main:574] : INFO : Epoch 1964 | loss: 0.0311626 | val_loss: 0.0311704 | Time: 1989.48 ms [2022-04-19 10:12:26 main:574] : INFO : Epoch 1965 | loss: 0.0311626 | val_loss: 0.0311709 | Time: 2012.75 ms [2022-04-19 10:12:28 main:574] : INFO : Epoch 1966 | loss: 0.0311626 | val_loss: 0.0311738 | Time: 1994.01 ms [2022-04-19 10:12:30 main:574] : INFO : Epoch 1967 | loss: 0.0311624 | val_loss: 0.0311697 | Time: 2035.75 ms [2022-04-19 10:12:32 main:574] : INFO : Epoch 1968 | loss: 0.0311614 | val_loss: 0.0311693 | Time: 1989.29 ms [2022-04-19 10:12:34 main:574] : INFO : Epoch 1969 | loss: 0.0311618 | val_loss: 0.0311687 | Time: 2049.6 ms [2022-04-19 10:12:36 main:574] : INFO : Epoch 1970 | loss: 0.0311624 | val_loss: 0.0311708 | Time: 2010.61 ms [2022-04-19 10:12:38 main:574] : INFO : Epoch 1971 | loss: 0.0311663 | val_loss: 0.0311714 | Time: 2024.7 ms [2022-04-19 10:12:40 main:574] : INFO : Epoch 1972 | loss: 0.0311626 | val_loss: 0.03117 | Time: 2030.85 ms [2022-04-19 10:12:42 main:574] : INFO : Epoch 1973 | loss: 0.0311634 | val_loss: 0.0311707 | Time: 2002.65 ms [2022-04-19 10:12:44 main:574] : INFO : Epoch 1974 | loss: 0.0311634 | val_loss: 0.031171 | Time: 2008.98 ms [2022-04-19 10:12:46 main:574] : INFO : Epoch 1975 | loss: 0.0311644 | val_loss: 0.0311697 | Time: 2020.85 ms [2022-04-19 10:12:49 main:574] : INFO : Epoch 1976 | loss: 0.0311647 | val_loss: 0.0311716 | Time: 2016.88 ms [2022-04-19 10:12:51 main:574] : INFO : Epoch 1977 | loss: 0.0311655 | val_loss: 0.0311704 | Time: 2021.49 ms [2022-04-19 10:12:53 main:574] : INFO : Epoch 1978 | loss: 0.031167 | val_loss: 0.0311718 | Time: 2042.69 ms [2022-04-19 10:12:55 main:574] : INFO : Epoch 1979 | loss: 0.0311673 | val_loss: 0.0311757 | Time: 2036.42 ms [2022-04-19 10:12:57 main:574] : INFO : Epoch 1980 | loss: 0.0311677 | val_loss: 0.0311756 | Time: 2037.15 ms [2022-04-19 10:12:59 main:574] : INFO : Epoch 1981 | loss: 0.0311711 | val_loss: 0.0311745 | Time: 2040.35 ms [2022-04-19 10:13:01 main:574] : INFO : Epoch 1982 | loss: 0.0311669 | val_loss: 0.0311735 | Time: 2026.34 ms [2022-04-19 10:13:03 main:574] : INFO : Epoch 1983 | loss: 0.0311663 | val_loss: 0.0311692 | Time: 2026.81 ms [2022-04-19 10:13:05 main:574] : INFO : Epoch 1984 | loss: 0.0311639 | val_loss: 0.0311696 | Time: 2023 ms [2022-04-19 10:13:07 main:574] : INFO : Epoch 1985 | loss: 0.0311676 | val_loss: 0.0311784 | Time: 2022.55 ms [2022-04-19 10:13:09 main:574] : INFO : Epoch 1986 | loss: 0.0311677 | val_loss: 0.0311707 | Time: 2052.04 ms [2022-04-19 10:13:11 main:574] : INFO : Epoch 1987 | loss: 0.0311651 | val_loss: 0.0311703 | Time: 2050.01 ms [2022-04-19 10:13:14 main:574] : INFO : Epoch 1988 | loss: 0.0311666 | val_loss: 0.0311721 | Time: 2036.89 ms [2022-04-19 10:13:16 main:574] : INFO : Epoch 1989 | loss: 0.0311656 | val_loss: 0.0311712 | Time: 2043.94 ms [2022-04-19 10:13:18 main:574] : INFO : Epoch 1990 | loss: 0.0311643 | val_loss: 0.0311694 | Time: 2031.91 ms [2022-04-19 10:13:20 main:574] : INFO : Epoch 1991 | loss: 0.0311649 | val_loss: 0.0311709 | Time: 2019.5 ms [2022-04-19 10:13:22 main:574] : INFO : Epoch 1992 | loss: 0.0311652 | val_loss: 0.0311718 | Time: 2025.06 ms [2022-04-19 10:13:24 main:574] : INFO : Epoch 1993 | loss: 0.0311654 | val_loss: 0.0311764 | Time: 2027.56 ms [2022-04-19 10:13:26 main:574] : INFO : Epoch 1994 | loss: 0.0311724 | val_loss: 0.0311755 | Time: 2051.54 ms [2022-04-19 10:13:28 main:574] : INFO : Epoch 1995 | loss: 0.0311664 | val_loss: 0.0311726 | Time: 2046.39 ms [2022-04-19 10:13:30 main:574] : INFO : Epoch 1996 | loss: 0.0311663 | val_loss: 0.0311763 | Time: 1988.28 ms [2022-04-19 10:13:32 main:574] : INFO : Epoch 1997 | loss: 0.0311653 | val_loss: 0.0311721 | Time: 2024.01 ms [2022-04-19 10:13:34 main:574] : INFO : Epoch 1998 | loss: 0.0311646 | val_loss: 0.031171 | Time: 2006.48 ms [2022-04-19 10:13:36 main:574] : INFO : Epoch 1999 | loss: 0.0311616 | val_loss: 0.0311699 | Time: 2005.76 ms [2022-04-19 10:13:39 main:574] : INFO : Epoch 2000 | loss: 0.0311619 | val_loss: 0.0311715 | Time: 2034.12 ms [2022-04-19 10:13:41 main:574] : INFO : Epoch 2001 | loss: 0.0311627 | val_loss: 0.0311735 | Time: 2030.2 ms [2022-04-19 10:13:43 main:574] : INFO : Epoch 2002 | loss: 0.0311623 | val_loss: 0.031171 | Time: 2022.36 ms [2022-04-19 10:13:45 main:574] : INFO : Epoch 2003 | loss: 0.0311616 | val_loss: 0.0311692 | Time: 2045.12 ms [2022-04-19 10:13:47 main:574] : INFO : Epoch 2004 | loss: 0.031164 | val_loss: 0.0311706 | Time: 2031.11 ms [2022-04-19 10:13:49 main:574] : INFO : Epoch 2005 | loss: 0.0311675 | val_loss: 0.0311701 | Time: 2022.45 ms [2022-04-19 10:13:51 main:574] : INFO : Epoch 2006 | loss: 0.0311629 | val_loss: 0.031173 | Time: 2022.28 ms [2022-04-19 10:13:53 main:574] : INFO : Epoch 2007 | loss: 0.0311626 | val_loss: 0.0311721 | Time: 2012.67 ms [2022-04-19 10:13:55 main:574] : INFO : Epoch 2008 | loss: 0.0311687 | val_loss: 0.031171 | Time: 2005.2 ms [2022-04-19 10:13:57 main:574] : INFO : Epoch 2009 | loss: 0.0311622 | val_loss: 0.0311705 | Time: 2072.14 ms [2022-04-19 10:13:59 main:574] : INFO : Epoch 2010 | loss: 0.0311613 | val_loss: 0.0311713 | Time: 2008.93 ms [2022-04-19 10:14:01 main:574] : INFO : Epoch 2011 | loss: 0.031162 | val_loss: 0.0311689 | Time: 2043.01 ms [2022-04-19 10:14:03 main:574] : INFO : Epoch 2012 | loss: 0.0311608 | val_loss: 0.0311706 | Time: 2023.84 ms [2022-04-19 10:14:06 main:574] : INFO : Epoch 2013 | loss: 0.0311628 | val_loss: 0.0311727 | Time: 2034.81 ms [2022-04-19 10:14:08 main:574] : INFO : Epoch 2014 | loss: 0.0311646 | val_loss: 0.0311722 | Time: 2033.62 ms [2022-04-19 10:14:10 main:574] : INFO : Epoch 2015 | loss: 0.0311652 | val_loss: 0.0311735 | Time: 2020.27 ms [2022-04-19 10:14:12 main:574] : INFO : Epoch 2016 | loss: 0.0311634 | val_loss: 0.0311715 | Time: 2051.97 ms [2022-04-19 10:14:14 main:574] : INFO : Epoch 2017 | loss: 0.0311637 | val_loss: 0.0311711 | Time: 2036.46 ms [2022-04-19 10:14:16 main:574] : INFO : Epoch 2018 | loss: 0.0311634 | val_loss: 0.0311697 | Time: 2026.44 ms [2022-04-19 10:14:18 main:574] : INFO : Epoch 2019 | loss: 0.0311614 | val_loss: 0.0311693 | Time: 2005.68 ms [2022-04-19 10:14:20 main:574] : INFO : Epoch 2020 | loss: 0.0311642 | val_loss: 0.0311751 | Time: 2005.02 ms [2022-04-19 10:14:22 main:574] : INFO : Epoch 2021 | loss: 0.0311635 | val_loss: 0.031175 | Time: 2004.75 ms [2022-04-19 10:14:24 main:574] : INFO : Epoch 2022 | loss: 0.0311637 | val_loss: 0.0311716 | Time: 2017.82 ms [2022-04-19 10:14:26 main:574] : INFO : Epoch 2023 | loss: 0.0311633 | val_loss: 0.0311722 | Time: 2006.55 ms [2022-04-19 10:14:28 main:574] : INFO : Epoch 2024 | loss: 0.031164 | val_loss: 0.0311719 | Time: 2053.79 ms [2022-04-19 10:14:30 main:574] : INFO : Epoch 2025 | loss: 0.031164 | val_loss: 0.0311709 | Time: 2014.91 ms [2022-04-19 10:14:32 main:574] : INFO : Epoch 2026 | loss: 0.0311635 | val_loss: 0.0311718 | Time: 2021.22 ms [2022-04-19 10:14:34 main:574] : INFO : Epoch 2027 | loss: 0.0311636 | val_loss: 0.0311737 | Time: 2012.22 ms [2022-04-19 10:14:37 main:574] : INFO : Epoch 2028 | loss: 0.0311634 | val_loss: 0.0311697 | Time: 1994.24 ms [2022-04-19 10:14:39 main:574] : INFO : Epoch 2029 | loss: 0.0311643 | val_loss: 0.0311704 | Time: 2044.38 ms [2022-04-19 10:14:40 main:574] : INFO : Epoch 2030 | loss: 0.0311676 | val_loss: 0.0311721 | Time: 1624.69 ms [2022-04-19 10:14:42 main:574] : INFO : Epoch 2031 | loss: 0.0311699 | val_loss: 0.0311782 | Time: 1620.23 ms [2022-04-19 10:14:44 main:574] : INFO : Epoch 2032 | loss: 0.0311675 | val_loss: 0.0311697 | Time: 1531.15 ms [2022-04-19 10:14:45 main:574] : INFO : Epoch 2033 | loss: 0.0311643 | val_loss: 0.0311698 | Time: 1505.52 ms [2022-04-19 10:14:47 main:574] : INFO : Epoch 2034 | loss: 0.0311632 | val_loss: 0.0311691 | Time: 1541.76 ms [2022-04-19 10:14:48 main:574] : INFO : Epoch 2035 | loss: 0.0311636 | val_loss: 0.0311676 | Time: 1501.87 ms [2022-04-19 10:14:50 main:574] : INFO : Epoch 2036 | loss: 0.0311645 | val_loss: 0.0311735 | Time: 1477.64 ms [2022-04-19 10:14:51 main:574] : INFO : Epoch 2037 | loss: 0.0311624 | val_loss: 0.0311781 | Time: 1487.38 ms [2022-04-19 10:14:53 main:574] : INFO : Epoch 2038 | loss: 0.0311629 | val_loss: 0.0311712 | Time: 1646.64 ms [2022-04-19 10:14:55 main:574] : INFO : Epoch 2039 | loss: 0.0311626 | val_loss: 0.0311705 | Time: 1548.5 ms [2022-04-19 10:14:56 main:574] : INFO : Epoch 2040 | loss: 0.0311614 | val_loss: 0.0311706 | Time: 1494.12 ms [2022-04-19 10:14:58 main:574] : INFO : Epoch 2041 | loss: 0.0311634 | val_loss: 0.0311705 | Time: 1494.69 ms [2022-04-19 10:14:59 main:574] : INFO : Epoch 2042 | loss: 0.0311636 | val_loss: 0.0311733 | Time: 1465.23 ms [2022-04-19 10:15:01 main:574] : INFO : Epoch 2043 | loss: 0.0311631 | val_loss: 0.0311709 | Time: 1606.91 ms [2022-04-19 10:15:03 main:574] : INFO : Epoch 2044 | loss: 0.0311655 | val_loss: 0.0311704 | Time: 1475.93 ms [2022-04-19 10:15:04 main:574] : INFO : Epoch 2045 | loss: 0.0311665 | val_loss: 0.0311705 | Time: 1516.65 ms [2022-04-19 10:15:06 main:574] : INFO : Epoch 2046 | loss: 0.031168 | val_loss: 0.0311679 | Time: 1460.35 ms [2022-04-19 10:15:07 main:574] : INFO : Epoch 2047 | loss: 0.031165 | val_loss: 0.0311695 | Time: 1495.61 ms [2022-04-19 10:15:09 main:574] : INFO : Epoch 2048 | loss: 0.0311669 | val_loss: 0.0311719 | Time: 1514.55 ms [2022-04-19 10:15:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311719 [2022-04-19 10:15:09 main:603] : INFO : Saving end state to config to file [2022-04-19 10:15:09 main:608] : INFO : Success, exiting.. 10:15:09 (9420): 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)