Task 14618632
| Name | ParityModified-1647047129-5766-2-0_1 |
| Workunit | 11002288 |
| Created | 12 Apr 2022, 17:24:45 UTC |
| Sent | 12 Apr 2022, 17:29:16 UTC |
| Report deadline | 20 Apr 2022, 17:29:16 UTC |
| Received | 13 Apr 2022, 9:09:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5442 |
| Run time | 1 hours 8 min 20 sec |
| CPU time | 1 hours 8 min 17 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,261.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> -13 02:52:32 main:581] : INFO : Epoch 1538 | loss: 0.031177 | val_loss: 0.0311836 | Time: 1994.08 ms [2022-04-13 02:52:34 main:581] : INFO : Epoch 1539 | loss: 0.0311764 | val_loss: 0.0311859 | Time: 2005.45 ms [2022-04-13 02:52:36 main:581] : INFO : Epoch 1540 | loss: 0.0311767 | val_loss: 0.0311882 | Time: 2025.14 ms [2022-04-13 02:52:38 main:581] : INFO : Epoch 1541 | loss: 0.031176 | val_loss: 0.0311862 | Time: 1971.12 ms [2022-04-13 02:52:40 main:581] : INFO : Epoch 1542 | loss: 0.0311755 | val_loss: 0.0311844 | Time: 2006.65 ms [2022-04-13 02:52:42 main:581] : INFO : Epoch 1543 | loss: 0.0311756 | val_loss: 0.0311872 | Time: 2019.08 ms [2022-04-13 02:52:44 main:581] : INFO : Epoch 1544 | loss: 0.0311751 | val_loss: 0.0311847 | Time: 2013.32 ms [2022-04-13 02:52:46 main:581] : INFO : Epoch 1545 | loss: 0.0311753 | val_loss: 0.031186 | Time: 2003.82 ms [2022-04-13 02:52:48 main:581] : INFO : Epoch 1546 | loss: 0.0311734 | val_loss: 0.0311853 | Time: 1984.66 ms [2022-04-13 02:52:50 main:581] : INFO : Epoch 1547 | loss: 0.0311743 | val_loss: 0.0311887 | Time: 2011.33 ms [2022-04-13 02:52:52 main:581] : INFO : Epoch 1548 | loss: 0.0311751 | val_loss: 0.0311867 | Time: 2013 ms [2022-04-13 02:52:54 main:581] : INFO : Epoch 1549 | loss: 0.0311758 | val_loss: 0.0311869 | Time: 1971.53 ms [2022-04-13 02:52:56 main:581] : INFO : Epoch 1550 | loss: 0.0311742 | val_loss: 0.0311856 | Time: 2066.76 ms [2022-04-13 02:52:58 main:581] : INFO : Epoch 1551 | loss: 0.0311728 | val_loss: 0.0311869 | Time: 2015.71 ms [2022-04-13 02:53:00 main:581] : INFO : Epoch 1552 | loss: 0.0311736 | val_loss: 0.0311849 | Time: 1984.47 ms [2022-04-13 02:53:02 main:581] : INFO : Epoch 1553 | loss: 0.031174 | val_loss: 0.0311845 | Time: 2010.49 ms [2022-04-13 02:53:05 main:581] : INFO : Epoch 1554 | loss: 0.0311745 | val_loss: 0.0311899 | Time: 2027.82 ms [2022-04-13 02:53:06 main:581] : INFO : Epoch 1555 | loss: 0.0311751 | val_loss: 0.031184 | Time: 1939.09 ms [2022-04-13 02:53:08 main:581] : INFO : Epoch 1556 | loss: 0.0311735 | val_loss: 0.031184 | Time: 2018.87 ms [2022-04-13 02:53:10 main:581] : INFO : Epoch 1557 | loss: 0.0311722 | val_loss: 0.0311826 | Time: 1989.48 ms [2022-04-13 02:53:12 main:581] : INFO : Epoch 1558 | loss: 0.0311718 | val_loss: 0.0311837 | Time: 1999.73 ms [2022-04-13 02:53:14 main:581] : INFO : Epoch 1559 | loss: 0.0311719 | val_loss: 0.0311837 | Time: 1950.31 ms [2022-04-13 02:53:16 main:581] : INFO : Epoch 1560 | loss: 0.0311703 | val_loss: 0.0311818 | Time: 2017.31 ms [2022-04-13 02:53:18 main:581] : INFO : Epoch 1561 | loss: 0.0311705 | val_loss: 0.0311846 | Time: 2018.28 ms [2022-04-13 02:53:20 main:581] : INFO : Epoch 1562 | loss: 0.0311704 | val_loss: 0.0311817 | Time: 2021.44 ms [2022-04-13 02:53:22 main:581] : INFO : Epoch 1563 | loss: 0.031169 | val_loss: 0.0311853 | Time: 2004.3 ms [2022-04-13 02:53:24 main:581] : INFO : Epoch 1564 | loss: 0.0311729 | val_loss: 0.0311882 | Time: 2001.75 ms [2022-04-13 02:53:26 main:581] : INFO : Epoch 1565 | loss: 0.0311743 | val_loss: 0.0311834 | Time: 2022.57 ms [2022-04-13 02:53:29 main:581] : INFO : Epoch 1566 | loss: 0.03117 | val_loss: 0.0311802 | Time: 2001.7 ms [2022-04-13 02:53:31 main:581] : INFO : Epoch 1567 | loss: 0.031174 | val_loss: 0.0311914 | Time: 2031.3 ms [2022-04-13 02:53:33 main:581] : INFO : Epoch 1568 | loss: 0.0311731 | val_loss: 0.0311805 | Time: 2017.28 ms [2022-04-13 02:53:35 main:581] : INFO : Epoch 1569 | loss: 0.0311681 | val_loss: 0.03118 | Time: 2034.34 ms [2022-04-13 02:53:37 main:581] : INFO : Epoch 1570 | loss: 0.0311693 | val_loss: 0.0311815 | Time: 2005.43 ms [2022-04-13 02:53:39 main:581] : INFO : Epoch 1571 | loss: 0.0311702 | val_loss: 0.031182 | Time: 2002.73 ms [2022-04-13 02:53:41 main:581] : INFO : Epoch 1572 | loss: 0.0311695 | val_loss: 0.0311811 | Time: 1957.15 ms [2022-04-13 02:53:43 main:581] : INFO : Epoch 1573 | loss: 0.0311678 | val_loss: 0.0311803 | Time: 2005.58 ms [2022-04-13 02:53:45 main:581] : INFO : Epoch 1574 | loss: 0.0311687 | val_loss: 0.03118 | Time: 1976.43 ms [2022-04-13 02:53:47 main:581] : INFO : Epoch 1575 | loss: 0.0311692 | val_loss: 0.0311807 | Time: 1999.21 ms [2022-04-13 02:53:49 main:581] : INFO : Epoch 1576 | loss: 0.0311684 | val_loss: 0.0311806 | Time: 1983.38 ms [2022-04-13 02:53:51 main:581] : INFO : Epoch 1577 | loss: 0.0311691 | val_loss: 0.0311827 | Time: 1990.49 ms [2022-04-13 02:53:52 main:581] : INFO : Epoch 1578 | loss: 0.0311678 | val_loss: 0.0311793 | Time: 1922.28 ms [2022-04-13 02:53:54 main:581] : INFO : Epoch 1579 | loss: 0.0311676 | val_loss: 0.0311816 | Time: 2068.93 ms [2022-04-13 02:53:56 main:581] : INFO : Epoch 1580 | loss: 0.0311669 | val_loss: 0.0311803 | Time: 1993.75 ms [2022-04-13 02:53:58 main:581] : INFO : Epoch 1581 | loss: 0.0311674 | val_loss: 0.0311799 | Time: 1993.61 ms [2022-04-13 02:54:00 main:581] : INFO : Epoch 1582 | loss: 0.0311686 | val_loss: 0.0311807 | Time: 1956.03 ms [2022-04-13 02:54:02 main:581] : INFO : Epoch 1583 | loss: 0.0311684 | val_loss: 0.0311788 | Time: 2050.87 ms [2022-04-13 02:54:05 main:581] : INFO : Epoch 1584 | loss: 0.0311697 | val_loss: 0.0311816 | Time: 2008.78 ms [2022-04-13 02:54:07 main:581] : INFO : Epoch 1585 | loss: 0.0311715 | val_loss: 0.0311806 | Time: 2009.75 ms [2022-04-13 02:54:08 main:581] : INFO : Epoch 1586 | loss: 0.031169 | val_loss: 0.0311812 | Time: 1977.92 ms [2022-04-13 02:54:11 main:581] : INFO : Epoch 1587 | loss: 0.0311698 | val_loss: 0.0311806 | Time: 2013.13 ms [2022-04-13 02:54:12 main:581] : INFO : Epoch 1588 | loss: 0.0311704 | val_loss: 0.0311807 | Time: 1985.36 ms [2022-04-13 02:54:15 main:581] : INFO : Epoch 1589 | loss: 0.031169 | val_loss: 0.0311813 | Time: 2035.76 ms [2022-04-13 02:54:17 main:581] : INFO : Epoch 1590 | loss: 0.0311685 | val_loss: 0.0311797 | Time: 2018.12 ms [2022-04-13 02:54:19 main:581] : INFO : Epoch 1591 | loss: 0.031167 | val_loss: 0.03118 | Time: 1983.21 ms [2022-04-13 02:54:21 main:581] : INFO : Epoch 1592 | loss: 0.0311685 | val_loss: 0.0311898 | Time: 1966.62 ms [2022-04-13 02:54:23 main:581] : INFO : Epoch 1593 | loss: 0.0311681 | val_loss: 0.0311787 | Time: 2027.38 ms [2022-04-13 02:54:25 main:581] : INFO : Epoch 1594 | loss: 0.0311708 | val_loss: 0.0311853 | Time: 1973.38 ms [2022-04-13 02:54:27 main:581] : INFO : Epoch 1595 | loss: 0.0311776 | val_loss: 0.0311869 | Time: 2003.22 ms [2022-04-13 02:54:29 main:581] : INFO : Epoch 1596 | loss: 0.0311754 | val_loss: 0.0311857 | Time: 1997.12 ms [2022-04-13 02:54:30 main:581] : INFO : Epoch 1597 | loss: 0.0311725 | val_loss: 0.0311798 | Time: 1995.3 ms [2022-04-13 02:54:33 main:581] : INFO : Epoch 1598 | loss: 0.0311737 | val_loss: 0.0311818 | Time: 2023.11 ms [2022-04-13 02:54:34 main:581] : INFO : Epoch 1599 | loss: 0.0311716 | val_loss: 0.0311812 | Time: 1954.05 ms [2022-04-13 02:54:36 main:581] : INFO : Epoch 1600 | loss: 0.03117 | val_loss: 0.0311803 | Time: 1973.22 ms [2022-04-13 02:54:38 main:581] : INFO : Epoch 1601 | loss: 0.0311697 | val_loss: 0.0311816 | Time: 1997.32 ms [2022-04-13 02:54:40 main:581] : INFO : Epoch 1602 | loss: 0.0311682 | val_loss: 0.0311793 | Time: 2020.35 ms [2022-04-13 02:54:42 main:581] : INFO : Epoch 1603 | loss: 0.0311658 | val_loss: 0.0311809 | Time: 1990.56 ms [2022-04-13 02:54:44 main:581] : INFO : Epoch 1604 | loss: 0.031166 | val_loss: 0.0311808 | Time: 2014.63 ms [2022-04-13 02:54:46 main:581] : INFO : Epoch 1605 | loss: 0.031168 | val_loss: 0.0311782 | Time: 1985.34 ms [2022-04-13 02:54:48 main:581] : INFO : Epoch 1606 | loss: 0.0311652 | val_loss: 0.0311825 | Time: 1992.32 ms [2022-04-13 02:54:50 main:581] : INFO : Epoch 1607 | loss: 0.0311668 | val_loss: 0.031181 | Time: 1921.22 ms [2022-04-13 02:54:52 main:581] : INFO : Epoch 1608 | loss: 0.0311673 | val_loss: 0.0311886 | Time: 1934.71 ms [2022-04-13 02:54:54 main:581] : INFO : Epoch 1609 | loss: 0.0311662 | val_loss: 0.0311786 | Time: 1932.09 ms [2022-04-13 02:54:56 main:581] : INFO : Epoch 1610 | loss: 0.0311648 | val_loss: 0.0311766 | Time: 1964.89 ms [2022-04-13 02:54:58 main:581] : INFO : Epoch 1611 | loss: 0.0311654 | val_loss: 0.0311777 | Time: 1985.98 ms [2022-04-13 02:55:00 main:581] : INFO : Epoch 1612 | loss: 0.0311678 | val_loss: 0.0311813 | Time: 1977.2 ms [2022-04-13 02:55:02 main:581] : INFO : Epoch 1613 | loss: 0.0311773 | val_loss: 0.0311849 | Time: 2011.39 ms [2022-04-13 02:55:04 main:581] : INFO : Epoch 1614 | loss: 0.0311746 | val_loss: 0.0311786 | Time: 1960.98 ms [2022-04-13 02:55:06 main:581] : INFO : Epoch 1615 | loss: 0.031172 | val_loss: 0.0311825 | Time: 1994.61 ms [2022-04-13 02:55:08 main:581] : INFO : Epoch 1616 | loss: 0.0311694 | val_loss: 0.0311775 | Time: 1967.43 ms [2022-04-13 02:55:10 main:581] : INFO : Epoch 1617 | loss: 0.0311701 | val_loss: 0.0311827 | Time: 1963.64 ms [2022-04-13 02:55:12 main:581] : INFO : Epoch 1618 | loss: 0.0311701 | val_loss: 0.031177 | Time: 2009.62 ms [2022-04-13 02:55:14 main:581] : INFO : Epoch 1619 | loss: 0.031169 | val_loss: 0.0311776 | Time: 1871.97 ms [2022-04-13 02:55:16 main:581] : INFO : Epoch 1620 | loss: 0.031167 | val_loss: 0.031181 | Time: 1994.73 ms [2022-04-13 02:55:18 main:581] : INFO : Epoch 1621 | loss: 0.031167 | val_loss: 0.0311777 | Time: 1987.21 ms [2022-04-13 02:55:20 main:581] : INFO : Epoch 1622 | loss: 0.0311691 | val_loss: 0.0311793 | Time: 1978.07 ms [2022-04-13 02:55:22 main:581] : INFO : Epoch 1623 | loss: 0.0311699 | val_loss: 0.0311762 | Time: 1913.4 ms [2022-04-13 02:55:24 main:581] : INFO : Epoch 1624 | loss: 0.0311667 | val_loss: 0.0311776 | Time: 2022.51 ms [2022-04-13 02:55:26 main:581] : INFO : Epoch 1625 | loss: 0.031166 | val_loss: 0.0311765 | Time: 2034.93 ms [2022-04-13 02:55:28 main:581] : INFO : Epoch 1626 | loss: 0.0311646 | val_loss: 0.0311756 | Time: 2021.52 ms [2022-04-13 02:55:30 main:581] : INFO : Epoch 1627 | loss: 0.0311648 | val_loss: 0.0311759 | Time: 1952.7 ms [2022-04-13 02:55:32 main:581] : INFO : Epoch 1628 | loss: 0.0311653 | val_loss: 0.0311812 | Time: 1966.79 ms [2022-04-13 02:55:34 main:581] : INFO : Epoch 1629 | loss: 0.0311653 | val_loss: 0.0311758 | Time: 1953.05 ms [2022-04-13 02:55:36 main:581] : INFO : Epoch 1630 | loss: 0.0311636 | val_loss: 0.0311766 | Time: 1986.17 ms [2022-04-13 02:55:38 main:581] : INFO : Epoch 1631 | loss: 0.0311648 | val_loss: 0.0311792 | Time: 1950.19 ms [2022-04-13 02:55:40 main:581] : INFO : Epoch 1632 | loss: 0.0311645 | val_loss: 0.0311772 | Time: 2010.24 ms [2022-04-13 02:55:42 main:581] : INFO : Epoch 1633 | loss: 0.0311636 | val_loss: 0.0311764 | Time: 2017.13 ms [2022-04-13 02:55:44 main:581] : INFO : Epoch 1634 | loss: 0.0311637 | val_loss: 0.0311781 | Time: 2007.14 ms [2022-04-13 02:55:46 main:581] : INFO : Epoch 1635 | loss: 0.0311649 | val_loss: 0.0311765 | Time: 1986.37 ms [2022-04-13 02:55:48 main:581] : INFO : Epoch 1636 | loss: 0.0311638 | val_loss: 0.0311777 | Time: 2013.16 ms [2022-04-13 02:55:50 main:581] : INFO : Epoch 1637 | loss: 0.0311631 | val_loss: 0.0311771 | Time: 2031.03 ms [2022-04-13 02:55:52 main:581] : INFO : Epoch 1638 | loss: 0.0311667 | val_loss: 0.0311826 | Time: 2017.53 ms [2022-04-13 02:55:54 main:581] : INFO : Epoch 1639 | loss: 0.031163 | val_loss: 0.0311812 | Time: 1975.66 ms [2022-04-13 02:55:56 main:581] : INFO : Epoch 1640 | loss: 0.0311641 | val_loss: 0.0311819 | Time: 1985.01 ms [2022-04-13 02:55:58 main:581] : INFO : Epoch 1641 | loss: 0.0311634 | val_loss: 0.0311791 | Time: 1961.91 ms [2022-04-13 02:56:00 main:581] : INFO : Epoch 1642 | loss: 0.0311619 | val_loss: 0.0311796 | Time: 2020.56 ms [2022-04-13 02:56:02 main:581] : INFO : Epoch 1643 | loss: 0.0311625 | val_loss: 0.031178 | Time: 1950.39 ms [2022-04-13 02:56:04 main:581] : INFO : Epoch 1644 | loss: 0.0311606 | val_loss: 0.0311786 | Time: 2002.44 ms [2022-04-13 02:56:06 main:581] : INFO : Epoch 1645 | loss: 0.0311614 | val_loss: 0.0311782 | Time: 2020.52 ms [2022-04-13 02:56:08 main:581] : INFO : Epoch 1646 | loss: 0.0311606 | val_loss: 0.0311791 | Time: 2020.41 ms [2022-04-13 02:56:10 main:581] : INFO : Epoch 1647 | loss: 0.031163 | val_loss: 0.0311796 | Time: 2003.6 ms [2022-04-13 02:56:12 main:581] : INFO : Epoch 1648 | loss: 0.0311635 | val_loss: 0.0311813 | Time: 1999.3 ms [2022-04-13 02:56:14 main:581] : INFO : Epoch 1649 | loss: 0.0311614 | val_loss: 0.0311775 | Time: 2014.03 ms [2022-04-13 02:56:16 main:581] : INFO : Epoch 1650 | loss: 0.0311617 | val_loss: 0.031178 | Time: 2001.14 ms [2022-04-13 02:56:18 main:581] : INFO : Epoch 1651 | loss: 0.0311619 | val_loss: 0.0311847 | Time: 2011.24 ms [2022-04-13 02:56:20 main:581] : INFO : Epoch 1652 | loss: 0.0311635 | val_loss: 0.0311775 | Time: 2004.68 ms [2022-04-13 02:56:22 main:581] : INFO : Epoch 1653 | loss: 0.0311643 | val_loss: 0.0311805 | Time: 2031.53 ms [2022-04-13 02:56:24 main:581] : INFO : Epoch 1654 | loss: 0.0311632 | val_loss: 0.0311762 | Time: 1985.97 ms [2022-04-13 02:56:26 main:581] : INFO : Epoch 1655 | loss: 0.0311629 | val_loss: 0.0311774 | Time: 1960.7 ms [2022-04-13 02:56:28 main:581] : INFO : Epoch 1656 | loss: 0.0311623 | val_loss: 0.0311765 | Time: 1980.36 ms [2022-04-13 02:56:30 main:581] : INFO : Epoch 1657 | loss: 0.0311631 | val_loss: 0.0311773 | Time: 1977.94 ms [2022-04-13 02:56:32 main:581] : INFO : Epoch 1658 | loss: 0.0311667 | val_loss: 0.031177 | Time: 1999.98 ms [2022-04-13 02:56:34 main:581] : INFO : Epoch 1659 | loss: 0.031166 | val_loss: 0.0311767 | Time: 1939.91 ms [2022-04-13 02:56:36 main:581] : INFO : Epoch 1660 | loss: 0.031166 | val_loss: 0.0311826 | Time: 1996.82 ms [2022-04-13 02:56:38 main:581] : INFO : Epoch 1661 | loss: 0.0311629 | val_loss: 0.0311796 | Time: 2008.24 ms [2022-04-13 02:56:40 main:581] : INFO : Epoch 1662 | loss: 0.0311621 | val_loss: 0.0311807 | Time: 1992.09 ms [2022-04-13 02:56:42 main:581] : INFO : Epoch 1663 | loss: 0.031164 | val_loss: 0.0311806 | Time: 1997.86 ms [2022-04-13 02:56:44 main:581] : INFO : Epoch 1664 | loss: 0.0311616 | val_loss: 0.031185 | Time: 1953.84 ms [2022-04-13 02:56:46 main:581] : INFO : Epoch 1665 | loss: 0.031162 | val_loss: 0.0311798 | Time: 1902.46 ms [2022-04-13 02:56:48 main:581] : INFO : Epoch 1666 | loss: 0.0311613 | val_loss: 0.0311786 | Time: 2003.15 ms [2022-04-13 02:56:50 main:581] : INFO : Epoch 1667 | loss: 0.0311609 | val_loss: 0.0311793 | Time: 2017.12 ms [2022-04-13 02:56:52 main:581] : INFO : Epoch 1668 | loss: 0.03116 | val_loss: 0.0311789 | Time: 2017.67 ms [2022-04-13 02:56:54 main:581] : INFO : Epoch 1669 | loss: 0.0311598 | val_loss: 0.0311801 | Time: 2020.27 ms [2022-04-13 02:56:56 main:581] : INFO : Epoch 1670 | loss: 0.0311605 | val_loss: 0.0311835 | Time: 2013.98 ms [2022-04-13 02:56:58 main:581] : INFO : Epoch 1671 | loss: 0.0311639 | val_loss: 0.0311826 | Time: 2017.85 ms [2022-04-13 02:57:00 main:581] : INFO : Epoch 1672 | loss: 0.0311618 | val_loss: 0.0311827 | Time: 1943.36 ms [2022-04-13 02:57:02 main:581] : INFO : Epoch 1673 | loss: 0.0311627 | val_loss: 0.0311816 | Time: 2005.19 ms [2022-04-13 02:57:04 main:581] : INFO : Epoch 1674 | loss: 0.0311608 | val_loss: 0.0311872 | Time: 2009.31 ms [2022-04-13 02:57:06 main:581] : INFO : Epoch 1675 | loss: 0.0311632 | val_loss: 0.0311839 | Time: 2014.66 ms [2022-04-13 02:57:08 main:581] : INFO : Epoch 1676 | loss: 0.0311606 | val_loss: 0.0311827 | Time: 2000.81 ms [2022-04-13 02:57:10 main:581] : INFO : Epoch 1677 | loss: 0.03116 | val_loss: 0.0311811 | Time: 1950.94 ms [2022-04-13 02:57:12 main:581] : INFO : Epoch 1678 | loss: 0.0311636 | val_loss: 0.031182 | Time: 2002.52 ms [2022-04-13 02:57:14 main:581] : INFO : Epoch 1679 | loss: 0.0311656 | val_loss: 0.03118 | Time: 2033.29 ms [2022-04-13 02:57:16 main:581] : INFO : Epoch 1680 | loss: 0.0311631 | val_loss: 0.031179 | Time: 1927.7 ms [2022-04-13 02:57:17 main:581] : INFO : Epoch 1681 | loss: 0.0311647 | val_loss: 0.0311817 | Time: 1944.98 ms [2022-04-13 02:57:19 main:581] : INFO : Epoch 1682 | loss: 0.0311629 | val_loss: 0.0311797 | Time: 1930.25 ms [2022-04-13 02:57:21 main:581] : INFO : Epoch 1683 | loss: 0.0311613 | val_loss: 0.0311823 | Time: 1984.67 ms [2022-04-13 02:57:23 main:581] : INFO : Epoch 1684 | loss: 0.0311608 | val_loss: 0.031182 | Time: 2006.82 ms [2022-04-13 02:57:25 main:581] : INFO : Epoch 1685 | loss: 0.0311606 | val_loss: 0.0311814 | Time: 2011.34 ms [2022-04-13 02:57:27 main:581] : INFO : Epoch 1686 | loss: 0.0311598 | val_loss: 0.0311775 | Time: 1970.39 ms [2022-04-13 02:57:29 main:581] : INFO : Epoch 1687 | loss: 0.0311604 | val_loss: 0.031178 | Time: 1959.46 ms [2022-04-13 02:57:31 main:581] : INFO : Epoch 1688 | loss: 0.0311606 | val_loss: 0.0311817 | Time: 1937.92 ms [2022-04-13 02:57:33 main:581] : INFO : Epoch 1689 | loss: 0.0311586 | val_loss: 0.0311812 | Time: 1995.59 ms [2022-04-13 02:57:35 main:581] : INFO : Epoch 1690 | loss: 0.0311609 | val_loss: 0.0311806 | Time: 1985.6 ms [2022-04-13 02:57:37 main:581] : INFO : Epoch 1691 | loss: 0.0311621 | val_loss: 0.0311822 | Time: 1939.12 ms [2022-04-13 02:57:39 main:581] : INFO : Epoch 1692 | loss: 0.0311628 | val_loss: 0.0311802 | Time: 1962 ms [2022-04-13 02:57:41 main:581] : INFO : Epoch 1693 | loss: 0.0311635 | val_loss: 0.0311781 | Time: 1966.67 ms [2022-04-13 02:57:43 main:581] : INFO : Epoch 1694 | loss: 0.0311603 | val_loss: 0.0311783 | Time: 2028.74 ms [2022-04-13 02:57:45 main:581] : INFO : Epoch 1695 | loss: 0.0311604 | val_loss: 0.0311766 | Time: 2011.56 ms [2022-04-13 02:57:47 main:581] : INFO : Epoch 1696 | loss: 0.0311613 | val_loss: 0.0311798 | Time: 1957.67 ms [2022-04-13 02:57:49 main:581] : INFO : Epoch 1697 | loss: 0.0311594 | val_loss: 0.0311808 | Time: 2005.89 ms [2022-04-13 02:57:51 main:581] : INFO : Epoch 1698 | loss: 0.0311636 | val_loss: 0.0311829 | Time: 1969.79 ms [2022-04-13 02:57:53 main:581] : INFO : Epoch 1699 | loss: 0.0311642 | val_loss: 0.0311785 | Time: 2003.47 ms [2022-04-13 02:57:55 main:581] : INFO : Epoch 1700 | loss: 0.0311603 | val_loss: 0.0311793 | Time: 2015.45 ms [2022-04-13 02:57:57 main:581] : INFO : Epoch 1701 | loss: 0.0311629 | val_loss: 0.0311797 | Time: 2013.25 ms [2022-04-13 02:57:59 main:581] : INFO : Epoch 1702 | loss: 0.0311659 | val_loss: 0.0311786 | Time: 2013.49 ms [2022-04-13 02:58:01 main:581] : INFO : Epoch 1703 | loss: 0.0311628 | val_loss: 0.0311776 | Time: 2021.81 ms [2022-04-13 02:58:03 main:581] : INFO : Epoch 1704 | loss: 0.0311623 | val_loss: 0.03118 | Time: 1960.66 ms [2022-04-13 02:58:05 main:581] : INFO : Epoch 1705 | loss: 0.0311639 | val_loss: 0.0311777 | Time: 1984.6 ms [2022-04-13 02:58:07 main:581] : INFO : Epoch 1706 | loss: 0.031167 | val_loss: 0.0311817 | Time: 1971.87 ms [2022-04-13 02:58:09 main:581] : INFO : Epoch 1707 | loss: 0.0311772 | val_loss: 0.031184 | Time: 2003.75 ms [2022-04-13 02:58:11 main:581] : INFO : Epoch 1708 | loss: 0.0311781 | val_loss: 0.0311811 | Time: 2016.27 ms [2022-04-13 02:58:13 main:581] : INFO : Epoch 1709 | loss: 0.0311752 | val_loss: 0.0311821 | Time: 2005.08 ms [2022-04-13 02:58:15 main:581] : INFO : Epoch 1710 | loss: 0.0311807 | val_loss: 0.0311804 | Time: 2031.87 ms [2022-04-13 02:58:17 main:581] : INFO : Epoch 1711 | loss: 0.0311808 | val_loss: 0.0311803 | Time: 2008.16 ms [2022-04-13 02:58:19 main:581] : INFO : Epoch 1712 | loss: 0.0311814 | val_loss: 0.0311814 | Time: 1961.39 ms [2022-04-13 02:58:21 main:581] : INFO : Epoch 1713 | loss: 0.0311786 | val_loss: 0.0311819 | Time: 1988.92 ms [2022-04-13 02:58:23 main:581] : INFO : Epoch 1714 | loss: 0.0311774 | val_loss: 0.0311807 | Time: 1989.55 ms [2022-04-13 02:58:25 main:581] : INFO : Epoch 1715 | loss: 0.0311754 | val_loss: 0.0311799 | Time: 1979.66 ms [2022-04-13 02:58:27 main:581] : INFO : Epoch 1716 | loss: 0.0311742 | val_loss: 0.0311816 | Time: 1931.9 ms [2022-04-13 02:58:29 main:581] : INFO : Epoch 1717 | loss: 0.0311765 | val_loss: 0.0311819 | Time: 1995.44 ms [2022-04-13 02:58:31 main:581] : INFO : Epoch 1718 | loss: 0.0311736 | val_loss: 0.0311798 | Time: 1949.04 ms [2022-04-13 02:58:33 main:581] : INFO : Epoch 1719 | loss: 0.0311711 | val_loss: 0.0311771 | Time: 1992.52 ms [2022-04-13 02:58:35 main:581] : INFO : Epoch 1720 | loss: 0.0311706 | val_loss: 0.0311763 | Time: 2004.66 ms [2022-04-13 02:58:37 main:581] : INFO : Epoch 1721 | loss: 0.0311711 | val_loss: 0.0311805 | Time: 1978.05 ms [2022-04-13 02:58:39 main:581] : INFO : Epoch 1722 | loss: 0.031171 | val_loss: 0.0311794 | Time: 2005.16 ms [2022-04-13 02:58:41 main:581] : INFO : Epoch 1723 | loss: 0.0311716 | val_loss: 0.0311795 | Time: 2005.72 ms [2022-04-13 02:58:43 main:581] : INFO : Epoch 1724 | loss: 0.0311695 | val_loss: 0.03118 | Time: 2001.46 ms [2022-04-13 02:58:45 main:581] : INFO : Epoch 1725 | loss: 0.0311699 | val_loss: 0.0311787 | Time: 2026.69 ms [2022-04-13 02:58:47 main:581] : INFO : Epoch 1726 | loss: 0.0311682 | val_loss: 0.0311776 | Time: 1937.01 ms [2022-04-13 02:58:49 main:581] : INFO : Epoch 1727 | loss: 0.0311682 | val_loss: 0.0311762 | Time: 2021.85 ms [2022-04-13 02:58:51 main:581] : INFO : Epoch 1728 | loss: 0.0311675 | val_loss: 0.031176 | Time: 2002.15 ms [2022-04-13 02:58:53 main:581] : INFO : Epoch 1729 | loss: 0.0311664 | val_loss: 0.0311804 | Time: 1922.42 ms [2022-04-13 02:58:55 main:581] : INFO : Epoch 1730 | loss: 0.0311682 | val_loss: 0.0311832 | Time: 2020.97 ms [2022-04-13 02:58:57 main:581] : INFO : Epoch 1731 | loss: 0.0311665 | val_loss: 0.0311787 | Time: 1953.44 ms [2022-04-13 02:58:59 main:581] : INFO : Epoch 1732 | loss: 0.0311667 | val_loss: 0.0311784 | Time: 1990.37 ms [2022-04-13 02:59:01 main:581] : INFO : Epoch 1733 | loss: 0.0311664 | val_loss: 0.0311814 | Time: 1973.94 ms [2022-04-13 02:59:03 main:581] : INFO : Epoch 1734 | loss: 0.0311685 | val_loss: 0.0311802 | Time: 1951.16 ms [2022-04-13 02:59:05 main:581] : INFO : Epoch 1735 | loss: 0.0311761 | val_loss: 0.0311872 | Time: 1957.43 ms [2022-04-13 02:59:07 main:581] : INFO : Epoch 1736 | loss: 0.031178 | val_loss: 0.0311802 | Time: 2000.47 ms [2022-04-13 02:59:09 main:581] : INFO : Epoch 1737 | loss: 0.0311743 | val_loss: 0.0311808 | Time: 1979.41 ms [2022-04-13 02:59:11 main:581] : INFO : Epoch 1738 | loss: 0.0311731 | val_loss: 0.0311814 | Time: 2049.03 ms [2022-04-13 02:59:13 main:581] : INFO : Epoch 1739 | loss: 0.0311732 | val_loss: 0.0311822 | Time: 1975.33 ms [2022-04-13 02:59:15 main:581] : INFO : Epoch 1740 | loss: 0.0311717 | val_loss: 0.0311788 | Time: 2011.07 ms [2022-04-13 02:59:17 main:581] : INFO : Epoch 1741 | loss: 0.0311702 | val_loss: 0.0311781 | Time: 2000.76 ms [2022-04-13 02:59:19 main:581] : INFO : Epoch 1742 | loss: 0.0311705 | val_loss: 0.0311789 | Time: 1983.62 ms [2022-04-13 02:59:21 main:581] : INFO : Epoch 1743 | loss: 0.0311711 | val_loss: 0.0311796 | Time: 2005.6 ms [2022-04-13 02:59:23 main:581] : INFO : Epoch 1744 | loss: 0.0311702 | val_loss: 0.0311777 | Time: 1991.12 ms [2022-04-13 02:59:25 main:581] : INFO : Epoch 1745 | loss: 0.0311703 | val_loss: 0.0311806 | Time: 2012.45 ms [2022-04-13 02:59:27 main:581] : INFO : Epoch 1746 | loss: 0.0311694 | val_loss: 0.031178 | Time: 1995.01 ms [2022-04-13 02:59:29 main:581] : INFO : Epoch 1747 | loss: 0.0311685 | val_loss: 0.0311824 | Time: 1969.29 ms [2022-04-13 02:59:31 main:581] : INFO : Epoch 1748 | loss: 0.0311735 | val_loss: 0.0311799 | Time: 2041.9 ms [2022-04-13 02:59:33 main:581] : INFO : Epoch 1749 | loss: 0.0311704 | val_loss: 0.0311766 | Time: 1977.02 ms [2022-04-13 02:59:35 main:581] : INFO : Epoch 1750 | loss: 0.0311716 | val_loss: 0.0311778 | Time: 1988.81 ms [2022-04-13 02:59:37 main:581] : INFO : Epoch 1751 | loss: 0.0311695 | val_loss: 0.0311773 | Time: 1945.07 ms [2022-04-13 02:59:39 main:581] : INFO : Epoch 1752 | loss: 0.0311669 | val_loss: 0.0311779 | Time: 2042.88 ms [2022-04-13 02:59:41 main:581] : INFO : Epoch 1753 | loss: 0.0311687 | val_loss: 0.0311771 | Time: 2042.33 ms [2022-04-13 02:59:43 main:581] : INFO : Epoch 1754 | loss: 0.031166 | val_loss: 0.0311799 | Time: 1980.6 ms [2022-04-13 02:59:45 main:581] : INFO : Epoch 1755 | loss: 0.0311652 | val_loss: 0.0311787 | Time: 1996.19 ms [2022-04-13 02:59:47 main:581] : INFO : Epoch 1756 | loss: 0.0311684 | val_loss: 0.0311839 | Time: 2025.89 ms [2022-04-13 02:59:49 main:581] : INFO : Epoch 1757 | loss: 0.0311683 | val_loss: 0.0311804 | Time: 1959.11 ms [2022-04-13 02:59:51 main:581] : INFO : Epoch 1758 | loss: 0.0311794 | val_loss: 0.0311866 | Time: 1973.63 ms [2022-04-13 02:59:53 main:581] : INFO : Epoch 1759 | loss: 0.0311813 | val_loss: 0.0311829 | Time: 1959.48 ms [2022-04-13 02:59:55 main:581] : INFO : Epoch 1760 | loss: 0.0311801 | val_loss: 0.03118 | Time: 1955.63 ms [2022-04-13 02:59:57 main:581] : INFO : Epoch 1761 | loss: 0.031177 | val_loss: 0.0311802 | Time: 2005.82 ms [2022-04-13 02:59:59 main:581] : INFO : Epoch 1762 | loss: 0.0311741 | val_loss: 0.0311782 | Time: 2013 ms [2022-04-13 03:00:01 main:581] : INFO : Epoch 1763 | loss: 0.0311738 | val_loss: 0.0311778 | Time: 1988.2 ms [2022-04-13 03:00:03 main:581] : INFO : Epoch 1764 | loss: 0.0311728 | val_loss: 0.0311792 | Time: 2019.51 ms [2022-04-13 03:00:05 main:581] : INFO : Epoch 1765 | loss: 0.0311724 | val_loss: 0.0311774 | Time: 2023.19 ms [2022-04-13 03:00:07 main:581] : INFO : Epoch 1766 | loss: 0.0311728 | val_loss: 0.0311804 | Time: 2029.04 ms [2022-04-13 03:00:09 main:581] : INFO : Epoch 1767 | loss: 0.0311721 | val_loss: 0.0311818 | Time: 1962.02 ms [2022-04-13 03:00:11 main:581] : INFO : Epoch 1768 | loss: 0.0311721 | val_loss: 0.0311784 | Time: 2016.67 ms [2022-04-13 03:00:13 main:581] : INFO : Epoch 1769 | loss: 0.0311728 | val_loss: 0.0311788 | Time: 2009.74 ms [2022-04-13 03:00:15 main:581] : INFO : Epoch 1770 | loss: 0.0311713 | val_loss: 0.0311802 | Time: 2017.67 ms [2022-04-13 03:00:17 main:581] : INFO : Epoch 1771 | loss: 0.0311698 | val_loss: 0.0311795 | Time: 1944.94 ms [2022-04-13 03:00:19 main:581] : INFO : Epoch 1772 | loss: 0.0311704 | val_loss: 0.0311793 | Time: 2010.16 ms [2022-04-13 03:00:21 main:581] : INFO : Epoch 1773 | loss: 0.0311704 | val_loss: 0.0311785 | Time: 2001.38 ms [2022-04-13 03:00:23 main:581] : INFO : Epoch 1774 | loss: 0.0311686 | val_loss: 0.0311798 | Time: 2030.73 ms [2022-04-13 03:00:25 main:581] : INFO : Epoch 1775 | loss: 0.0311698 | val_loss: 0.0311863 | Time: 1962.01 ms [2022-04-13 03:00:27 main:581] : INFO : Epoch 1776 | loss: 0.0311722 | val_loss: 0.0311851 | Time: 2003.19 ms [2022-04-13 03:00:29 main:581] : INFO : Epoch 1777 | loss: 0.0311693 | val_loss: 0.0311796 | Time: 2011.6 ms [2022-04-13 03:00:31 main:581] : INFO : Epoch 1778 | loss: 0.0311669 | val_loss: 0.0311812 | Time: 2031.85 ms [2022-04-13 03:00:33 main:581] : INFO : Epoch 1779 | loss: 0.0311704 | val_loss: 0.0311813 | Time: 1978.27 ms [2022-04-13 03:00:35 main:581] : INFO : Epoch 1780 | loss: 0.0311691 | val_loss: 0.0311787 | Time: 2013.38 ms [2022-04-13 03:00:37 main:581] : INFO : Epoch 1781 | loss: 0.0311675 | val_loss: 0.0311797 | Time: 1982.77 ms [2022-04-13 03:00:39 main:581] : INFO : Epoch 1782 | loss: 0.0311679 | val_loss: 0.031179 | Time: 2016.81 ms [2022-04-13 03:00:41 main:581] : INFO : Epoch 1783 | loss: 0.0311667 | val_loss: 0.0311804 | Time: 2011.9 ms [2022-04-13 03:00:43 main:581] : INFO : Epoch 1784 | loss: 0.0311672 | val_loss: 0.0311841 | Time: 1997.71 ms [2022-04-13 03:00:45 main:581] : INFO : Epoch 1785 | loss: 0.0311673 | val_loss: 0.0311847 | Time: 1953.25 ms [2022-04-13 03:00:47 main:581] : INFO : Epoch 1786 | loss: 0.0311688 | val_loss: 0.0311788 | Time: 1999.45 ms [2022-04-13 03:00:49 main:581] : INFO : Epoch 1787 | loss: 0.0311671 | val_loss: 0.0311809 | Time: 2014.24 ms [2022-04-13 03:00:51 main:581] : INFO : Epoch 1788 | loss: 0.0311692 | val_loss: 0.0311798 | Time: 1968.65 ms [2022-04-13 03:00:53 main:581] : INFO : Epoch 1789 | loss: 0.0311689 | val_loss: 0.0311819 | Time: 1979.73 ms [2022-04-13 03:00:55 main:581] : INFO : Epoch 1790 | loss: 0.0311662 | val_loss: 0.0311791 | Time: 2012.16 ms [2022-04-13 03:00:57 main:581] : INFO : Epoch 1791 | loss: 0.0311664 | val_loss: 0.0311796 | Time: 2001.68 ms [2022-04-13 03:00:59 main:581] : INFO : Epoch 1792 | loss: 0.0311665 | val_loss: 0.0311814 | Time: 2012.01 ms [2022-04-13 03:01:01 main:581] : INFO : Epoch 1793 | loss: 0.0311653 | val_loss: 0.0311807 | Time: 2002.12 ms [2022-04-13 03:01:03 main:581] : INFO : Epoch 1794 | loss: 0.0311649 | val_loss: 0.0311795 | Time: 1937.06 ms [2022-04-13 03:01:05 main:581] : INFO : Epoch 1795 | loss: 0.0311667 | val_loss: 0.0311868 | Time: 2041.1 ms [2022-04-13 03:01:07 main:581] : INFO : Epoch 1796 | loss: 0.031175 | val_loss: 0.0311813 | Time: 1964.44 ms [2022-04-13 03:01:09 main:581] : INFO : Epoch 1797 | loss: 0.0311742 | val_loss: 0.0311824 | Time: 1991.78 ms [2022-04-13 03:01:11 main:581] : INFO : Epoch 1798 | loss: 0.0311734 | val_loss: 0.0311847 | Time: 2025.67 ms [2022-04-13 03:01:13 main:581] : INFO : Epoch 1799 | loss: 0.0311734 | val_loss: 0.0311796 | Time: 2023.06 ms [2022-04-13 03:01:15 main:581] : INFO : Epoch 1800 | loss: 0.0311731 | val_loss: 0.0311821 | Time: 1975.99 ms [2022-04-13 03:01:17 main:581] : INFO : Epoch 1801 | loss: 0.0311721 | val_loss: 0.0311826 | Time: 2007.15 ms [2022-04-13 03:01:19 main:581] : INFO : Epoch 1802 | loss: 0.0311737 | val_loss: 0.0311821 | Time: 2052.12 ms [2022-04-13 03:01:21 main:581] : INFO : Epoch 1803 | loss: 0.0311702 | val_loss: 0.0311809 | Time: 2023.09 ms [2022-04-13 03:01:23 main:581] : INFO : Epoch 1804 | loss: 0.0311689 | val_loss: 0.0311793 | Time: 2017.26 ms [2022-04-13 03:01:25 main:581] : INFO : Epoch 1805 | loss: 0.031168 | val_loss: 0.0311826 | Time: 2021.15 ms [2022-04-13 03:01:27 main:581] : INFO : Epoch 1806 | loss: 0.0311687 | val_loss: 0.0311819 | Time: 2003.46 ms [2022-04-13 03:01:29 main:581] : INFO : Epoch 1807 | loss: 0.0311744 | val_loss: 0.0311837 | Time: 2008.21 ms [2022-04-13 03:01:31 main:581] : INFO : Epoch 1808 | loss: 0.0311739 | val_loss: 0.031183 | Time: 2049.83 ms [2022-04-13 03:01:33 main:581] : INFO : Epoch 1809 | loss: 0.0311723 | val_loss: 0.0311791 | Time: 1986.65 ms [2022-04-13 03:01:35 main:581] : INFO : Epoch 1810 | loss: 0.0311713 | val_loss: 0.0311806 | Time: 2063.71 ms [2022-04-13 03:01:37 main:581] : INFO : Epoch 1811 | loss: 0.0311718 | val_loss: 0.0311805 | Time: 2027.4 ms [2022-04-13 03:01:39 main:581] : INFO : Epoch 1812 | loss: 0.0311709 | val_loss: 0.0311792 | Time: 2037.82 ms [2022-04-13 03:01:41 main:581] : INFO : Epoch 1813 | loss: 0.0311686 | val_loss: 0.0311782 | Time: 2028.75 ms [2022-04-13 03:01:43 main:581] : INFO : Epoch 1814 | loss: 0.0311687 | val_loss: 0.0311798 | Time: 2052.04 ms [2022-04-13 03:01:45 main:581] : INFO : Epoch 1815 | loss: 0.0311702 | val_loss: 0.0311798 | Time: 2029.37 ms [2022-04-13 03:01:47 main:581] : INFO : Epoch 1816 | loss: 0.0311675 | val_loss: 0.0311765 | Time: 1997.6 ms [2022-04-13 03:01:49 main:581] : INFO : Epoch 1817 | loss: 0.0311656 | val_loss: 0.0311765 | Time: 2006.99 ms [2022-04-13 03:01:51 main:581] : INFO : Epoch 1818 | loss: 0.0311666 | val_loss: 0.0311868 | Time: 2008.25 ms [2022-04-13 03:01:53 main:581] : INFO : Epoch 1819 | loss: 0.0311655 | val_loss: 0.0311781 | Time: 2064.7 ms [2022-04-13 03:01:55 main:581] : INFO : Epoch 1820 | loss: 0.0311655 | val_loss: 0.0311789 | Time: 2063.84 ms [2022-04-13 03:01:57 main:581] : INFO : Epoch 1821 | loss: 0.0311665 | val_loss: 0.0311784 | Time: 1997.86 ms [2022-04-13 03:01:59 main:581] : INFO : Epoch 1822 | loss: 0.0311684 | val_loss: 0.0311822 | Time: 2033.08 ms [2022-04-13 03:02:01 main:581] : INFO : Epoch 1823 | loss: 0.0311656 | val_loss: 0.0311798 | Time: 2061.47 ms [2022-04-13 03:02:03 main:581] : INFO : Epoch 1824 | loss: 0.0311656 | val_loss: 0.0311805 | Time: 2016.02 ms [2022-04-13 03:02:05 main:581] : INFO : Epoch 1825 | loss: 0.0311665 | val_loss: 0.031179 | Time: 2009.99 ms [2022-04-13 03:02:07 main:581] : INFO : Epoch 1826 | loss: 0.0311654 | val_loss: 0.0311779 | Time: 2026.54 ms [2022-04-13 03:02:09 main:581] : INFO : Epoch 1827 | loss: 0.0311646 | val_loss: 0.0311785 | Time: 2007.5 ms [2022-04-13 03:02:11 main:581] : INFO : Epoch 1828 | loss: 0.0311655 | val_loss: 0.0311774 | Time: 2001.69 ms [2022-04-13 03:02:13 main:581] : INFO : Epoch 1829 | loss: 0.0311638 | val_loss: 0.0311775 | Time: 2039.25 ms [2022-04-13 03:02:15 main:581] : INFO : Epoch 1830 | loss: 0.0311649 | val_loss: 0.0311781 | Time: 2057.26 ms [2022-04-13 03:02:17 main:581] : INFO : Epoch 1831 | loss: 0.0311648 | val_loss: 0.0311785 | Time: 2079.53 ms [2022-04-13 03:02:19 main:581] : INFO : Epoch 1832 | loss: 0.0311627 | val_loss: 0.0311769 | Time: 1991.64 ms [2022-04-13 03:02:21 main:581] : INFO : Epoch 1833 | loss: 0.0311635 | val_loss: 0.0311765 | Time: 1983.9 ms [2022-04-13 03:02:23 main:581] : INFO : Epoch 1834 | loss: 0.0311643 | val_loss: 0.0311738 | Time: 2025.74 ms [2022-04-13 03:02:25 main:581] : INFO : Epoch 1835 | loss: 0.0311638 | val_loss: 0.0311759 | Time: 1973.75 ms [2022-04-13 03:02:27 main:581] : INFO : Epoch 1836 | loss: 0.0311631 | val_loss: 0.0311771 | Time: 2013.44 ms [2022-04-13 03:02:29 main:581] : INFO : Epoch 1837 | loss: 0.0311651 | val_loss: 0.0311799 | Time: 2002.32 ms [2022-04-13 03:02:31 main:581] : INFO : Epoch 1838 | loss: 0.0311641 | val_loss: 0.0311765 | Time: 2011.12 ms [2022-04-13 03:02:34 main:581] : INFO : Epoch 1839 | loss: 0.0311627 | val_loss: 0.0311764 | Time: 2028.05 ms [2022-04-13 03:02:35 main:581] : INFO : Epoch 1840 | loss: 0.0311617 | val_loss: 0.0311744 | Time: 1985.44 ms [2022-04-13 03:02:37 main:581] : INFO : Epoch 1841 | loss: 0.0311621 | val_loss: 0.0311796 | Time: 2003.54 ms [2022-04-13 03:02:39 main:581] : INFO : Epoch 1842 | loss: 0.0311665 | val_loss: 0.0311752 | Time: 1999.56 ms [2022-04-13 03:02:42 main:581] : INFO : Epoch 1843 | loss: 0.0311691 | val_loss: 0.0311755 | Time: 2032.56 ms [2022-04-13 03:02:43 main:581] : INFO : Epoch 1844 | loss: 0.0311697 | val_loss: 0.0311776 | Time: 1965.71 ms [2022-04-13 03:02:45 main:581] : INFO : Epoch 1845 | loss: 0.031167 | val_loss: 0.0311792 | Time: 1965.31 ms [2022-04-13 03:02:47 main:581] : INFO : Epoch 1846 | loss: 0.0311688 | val_loss: 0.0311787 | Time: 2015.05 ms [2022-04-13 03:02:49 main:581] : INFO : Epoch 1847 | loss: 0.0311688 | val_loss: 0.0311764 | Time: 1956.78 ms [2022-04-13 03:02:51 main:581] : INFO : Epoch 1848 | loss: 0.0311665 | val_loss: 0.0311766 | Time: 1984.79 ms [2022-04-13 03:02:53 main:581] : INFO : Epoch 1849 | loss: 0.0311685 | val_loss: 0.0311862 | Time: 2011.1 ms [2022-04-13 03:02:55 main:581] : INFO : Epoch 1850 | loss: 0.0311686 | val_loss: 0.0311774 | Time: 1998.24 ms [2022-04-13 03:02:57 main:581] : INFO : Epoch 1851 | loss: 0.0311643 | val_loss: 0.0311737 | Time: 1961.55 ms [2022-04-13 03:02:59 main:581] : INFO : Epoch 1852 | loss: 0.031164 | val_loss: 0.0311758 | Time: 1923.6 ms [2022-04-13 03:03:01 main:581] : INFO : Epoch 1853 | loss: 0.0311653 | val_loss: 0.0311745 | Time: 1985.63 ms [2022-04-13 03:03:03 main:581] : INFO : Epoch 1854 | loss: 0.0311635 | val_loss: 0.0311804 | Time: 1960.05 ms [2022-04-13 03:03:05 main:581] : INFO : Epoch 1855 | loss: 0.0311656 | val_loss: 0.0311763 | Time: 1966.79 ms [2022-04-13 03:03:07 main:581] : INFO : Epoch 1856 | loss: 0.031163 | val_loss: 0.0311732 | Time: 1971.71 ms [2022-04-13 03:03:09 main:581] : INFO : Epoch 1857 | loss: 0.0311634 | val_loss: 0.0311747 | Time: 1999.69 ms [2022-04-13 03:03:11 main:581] : INFO : Epoch 1858 | loss: 0.0311638 | val_loss: 0.0311753 | Time: 1993.09 ms [2022-04-13 03:03:13 main:581] : INFO : Epoch 1859 | loss: 0.0311641 | val_loss: 0.0311739 | Time: 2030.02 ms [2022-04-13 03:03:15 main:581] : INFO : Epoch 1860 | loss: 0.0311642 | val_loss: 0.031173 | Time: 1969.51 ms [2022-04-13 03:03:17 main:581] : INFO : Epoch 1861 | loss: 0.0311626 | val_loss: 0.0311714 | Time: 1958.94 ms [2022-04-13 03:03:19 main:581] : INFO : Epoch 1862 | loss: 0.0311611 | val_loss: 0.0311764 | Time: 2026.45 ms [2022-04-13 03:03:21 main:581] : INFO : Epoch 1863 | loss: 0.0311655 | val_loss: 0.0311793 | Time: 2005.88 ms [2022-04-13 03:03:23 main:581] : INFO : Epoch 1864 | loss: 0.0311665 | val_loss: 0.0311799 | Time: 2039.3 ms [2022-04-13 03:03:25 main:581] : INFO : Epoch 1865 | loss: 0.0311617 | val_loss: 0.0311766 | Time: 2028.34 ms [2022-04-13 03:03:27 main:581] : INFO : Epoch 1866 | loss: 0.0311597 | val_loss: 0.0311768 | Time: 2040.48 ms [2022-04-13 03:03:29 main:581] : INFO : Epoch 1867 | loss: 0.0311609 | val_loss: 0.0311792 | Time: 2017.61 ms [2022-04-13 03:03:31 main:581] : INFO : Epoch 1868 | loss: 0.0311601 | val_loss: 0.0311785 | Time: 1988.71 ms [2022-04-13 03:03:33 main:581] : INFO : Epoch 1869 | loss: 0.0311607 | val_loss: 0.0311783 | Time: 1975.95 ms [2022-04-13 03:03:35 main:581] : INFO : Epoch 1870 | loss: 0.0311602 | val_loss: 0.0311752 | Time: 1998.15 ms [2022-04-13 03:03:37 main:581] : INFO : Epoch 1871 | loss: 0.0311596 | val_loss: 0.0311774 | Time: 2009.61 ms [2022-04-13 03:03:39 main:581] : INFO : Epoch 1872 | loss: 0.0311614 | val_loss: 0.0311795 | Time: 2042.57 ms [2022-04-13 03:03:41 main:581] : INFO : Epoch 1873 | loss: 0.0311633 | val_loss: 0.0311759 | Time: 2021.61 ms [2022-04-13 03:03:43 main:581] : INFO : Epoch 1874 | loss: 0.031164 | val_loss: 0.0311778 | Time: 2017.9 ms [2022-04-13 03:03:45 main:581] : INFO : Epoch 1875 | loss: 0.0311628 | val_loss: 0.0311737 | Time: 2031.1 ms [2022-04-13 03:03:47 main:581] : INFO : Epoch 1876 | loss: 0.0311594 | val_loss: 0.031179 | Time: 1975.16 ms [2022-04-13 03:03:49 main:581] : INFO : Epoch 1877 | loss: 0.0311612 | val_loss: 0.0311749 | Time: 1999.39 ms [2022-04-13 03:03:51 main:581] : INFO : Epoch 1878 | loss: 0.0311588 | val_loss: 0.0311862 | Time: 1941.88 ms [2022-04-13 03:03:53 main:581] : INFO : Epoch 1879 | loss: 0.0311613 | val_loss: 0.0311739 | Time: 2010.14 ms [2022-04-13 03:03:55 main:581] : INFO : Epoch 1880 | loss: 0.031161 | val_loss: 0.0311776 | Time: 1980.93 ms [2022-04-13 03:03:57 main:581] : INFO : Epoch 1881 | loss: 0.0311593 | val_loss: 0.0311754 | Time: 1950.07 ms [2022-04-13 03:03:59 main:581] : INFO : Epoch 1882 | loss: 0.0311582 | val_loss: 0.0311741 | Time: 1964.48 ms [2022-04-13 03:04:01 main:581] : INFO : Epoch 1883 | loss: 0.0311606 | val_loss: 0.031191 | Time: 2035.87 ms [2022-04-13 03:04:03 main:581] : INFO : Epoch 1884 | loss: 0.031165 | val_loss: 0.0311783 | Time: 2045 ms [2022-04-13 03:04:05 main:581] : INFO : Epoch 1885 | loss: 0.0311602 | val_loss: 0.0311791 | Time: 2016.45 ms [2022-04-13 03:04:07 main:581] : INFO : Epoch 1886 | loss: 0.031161 | val_loss: 0.0311799 | Time: 1957.21 ms [2022-04-13 03:04:09 main:581] : INFO : Epoch 1887 | loss: 0.03117 | val_loss: 0.031182 | Time: 1995.83 ms [2022-04-13 03:04:11 main:581] : INFO : Epoch 1888 | loss: 0.0311693 | val_loss: 0.0311788 | Time: 1942.96 ms [2022-04-13 03:04:13 main:581] : INFO : Epoch 1889 | loss: 0.0311715 | val_loss: 0.0311776 | Time: 2021.56 ms [2022-04-13 03:04:15 main:581] : INFO : Epoch 1890 | loss: 0.0311665 | val_loss: 0.0311775 | Time: 1995.83 ms [2022-04-13 03:04:17 main:581] : INFO : Epoch 1891 | loss: 0.0311647 | val_loss: 0.0311795 | Time: 2023.89 ms [2022-04-13 03:04:19 main:581] : INFO : Epoch 1892 | loss: 0.0311628 | val_loss: 0.0311768 | Time: 1966.03 ms [2022-04-13 03:04:21 main:581] : INFO : Epoch 1893 | loss: 0.031163 | val_loss: 0.0311782 | Time: 1943.22 ms [2022-04-13 03:04:23 main:581] : INFO : Epoch 1894 | loss: 0.0311629 | val_loss: 0.031175 | Time: 2025 ms [2022-04-13 03:04:25 main:581] : INFO : Epoch 1895 | loss: 0.0311606 | val_loss: 0.0311766 | Time: 1950.55 ms [2022-04-13 03:04:27 main:581] : INFO : Epoch 1896 | loss: 0.031161 | val_loss: 0.0311766 | Time: 2003.87 ms [2022-04-13 03:04:29 main:581] : INFO : Epoch 1897 | loss: 0.0311603 | val_loss: 0.03118 | Time: 1998.3 ms [2022-04-13 03:04:31 main:581] : INFO : Epoch 1898 | loss: 0.0311621 | val_loss: 0.0311753 | Time: 1998.48 ms [2022-04-13 03:04:33 main:581] : INFO : Epoch 1899 | loss: 0.031161 | val_loss: 0.0311766 | Time: 1996.61 ms [2022-04-13 03:04:35 main:581] : INFO : Epoch 1900 | loss: 0.0311597 | val_loss: 0.0311749 | Time: 2001.65 ms [2022-04-13 03:04:37 main:581] : INFO : Epoch 1901 | loss: 0.031161 | val_loss: 0.0311792 | Time: 1995.2 ms [2022-04-13 03:04:39 main:581] : INFO : Epoch 1902 | loss: 0.0311597 | val_loss: 0.0311826 | Time: 2022.7 ms [2022-04-13 03:04:41 main:581] : INFO : Epoch 1903 | loss: 0.0311611 | val_loss: 0.0311768 | Time: 2033.95 ms [2022-04-13 03:04:43 main:581] : INFO : Epoch 1904 | loss: 0.0311578 | val_loss: 0.0311779 | Time: 1939.6 ms [2022-04-13 03:04:45 main:581] : INFO : Epoch 1905 | loss: 0.0311583 | val_loss: 0.0311757 | Time: 2010.04 ms [2022-04-13 03:04:47 main:581] : INFO : Epoch 1906 | loss: 0.0311576 | val_loss: 0.0311763 | Time: 1970.22 ms [2022-04-13 03:04:49 main:581] : INFO : Epoch 1907 | loss: 0.031156 | val_loss: 0.0311768 | Time: 2023.35 ms [2022-04-13 03:04:51 main:581] : INFO : Epoch 1908 | loss: 0.0311567 | val_loss: 0.0311818 | Time: 2030.74 ms [2022-04-13 03:04:53 main:581] : INFO : Epoch 1909 | loss: 0.0311558 | val_loss: 0.0311757 | Time: 1947.6 ms [2022-04-13 03:04:55 main:581] : INFO : Epoch 1910 | loss: 0.0311561 | val_loss: 0.0311785 | Time: 1919.92 ms [2022-04-13 03:04:57 main:581] : INFO : Epoch 1911 | loss: 0.0311545 | val_loss: 0.0311772 | Time: 1939.03 ms [2022-04-13 03:04:59 main:581] : INFO : Epoch 1912 | loss: 0.0311559 | val_loss: 0.0311782 | Time: 2036.17 ms [2022-04-13 03:05:01 main:581] : INFO : Epoch 1913 | loss: 0.0311549 | val_loss: 0.0311773 | Time: 1987.83 ms [2022-04-13 03:05:03 main:581] : INFO : Epoch 1914 | loss: 0.0311548 | val_loss: 0.0311781 | Time: 2002.02 ms [2022-04-13 03:05:05 main:581] : INFO : Epoch 1915 | loss: 0.0311552 | val_loss: 0.0311809 | Time: 1983.2 ms [2022-04-13 03:05:07 main:581] : INFO : Epoch 1916 | loss: 0.0311556 | val_loss: 0.031179 | Time: 2039 ms [2022-04-13 03:05:09 main:581] : INFO : Epoch 1917 | loss: 0.0311586 | val_loss: 0.0311813 | Time: 1981.86 ms [2022-04-13 03:05:11 main:581] : INFO : Epoch 1918 | loss: 0.0311563 | val_loss: 0.0311796 | Time: 1987.19 ms [2022-04-13 03:05:13 main:581] : INFO : Epoch 1919 | loss: 0.0311653 | val_loss: 0.0311935 | Time: 1963.83 ms [2022-04-13 03:05:15 main:581] : INFO : Epoch 1920 | loss: 0.0311872 | val_loss: 0.0311841 | Time: 2007.16 ms [2022-04-13 03:05:17 main:581] : INFO : Epoch 1921 | loss: 0.0311831 | val_loss: 0.031184 | Time: 2012.43 ms [2022-04-13 03:05:19 main:581] : INFO : Epoch 1922 | loss: 0.0311825 | val_loss: 0.0311814 | Time: 2026.51 ms [2022-04-13 03:05:21 main:581] : INFO : Epoch 1923 | loss: 0.0311816 | val_loss: 0.0311845 | Time: 1958.93 ms [2022-04-13 03:05:23 main:581] : INFO : Epoch 1924 | loss: 0.031179 | val_loss: 0.0311825 | Time: 1999.92 ms [2022-04-13 03:05:25 main:581] : INFO : Epoch 1925 | loss: 0.0311777 | val_loss: 0.0311815 | Time: 2033.44 ms [2022-04-13 03:05:27 main:581] : INFO : Epoch 1926 | loss: 0.0311766 | val_loss: 0.0311798 | Time: 2008.07 ms [2022-04-13 03:05:29 main:581] : INFO : Epoch 1927 | loss: 0.0311776 | val_loss: 0.0311862 | Time: 1992.97 ms [2022-04-13 03:05:31 main:581] : INFO : Epoch 1928 | loss: 0.0311772 | val_loss: 0.0311814 | Time: 2049.92 ms [2022-04-13 03:05:33 main:581] : INFO : Epoch 1929 | loss: 0.0311728 | val_loss: 0.031185 | Time: 2035.42 ms [2022-04-13 03:05:35 main:581] : INFO : Epoch 1930 | loss: 0.0311736 | val_loss: 0.0311823 | Time: 2001.46 ms [2022-04-13 03:05:37 main:581] : INFO : Epoch 1931 | loss: 0.0311722 | val_loss: 0.0311825 | Time: 1952.07 ms [2022-04-13 03:05:39 main:581] : INFO : Epoch 1932 | loss: 0.0311715 | val_loss: 0.031184 | Time: 1979.89 ms [2022-04-13 03:05:41 main:581] : INFO : Epoch 1933 | loss: 0.0311722 | val_loss: 0.0311831 | Time: 2035.93 ms [2022-04-13 03:05:43 main:581] : INFO : Epoch 1934 | loss: 0.0311754 | val_loss: 0.0311821 | Time: 2038.78 ms [2022-04-13 03:05:45 main:581] : INFO : Epoch 1935 | loss: 0.0311751 | val_loss: 0.0311804 | Time: 2038.52 ms [2022-04-13 03:05:47 main:581] : INFO : Epoch 1936 | loss: 0.0311744 | val_loss: 0.031184 | Time: 1996.21 ms [2022-04-13 03:05:49 main:581] : INFO : Epoch 1937 | loss: 0.0311734 | val_loss: 0.0311815 | Time: 2026.51 ms [2022-04-13 03:05:51 main:581] : INFO : Epoch 1938 | loss: 0.0311728 | val_loss: 0.0311794 | Time: 2004.18 ms [2022-04-13 03:05:53 main:581] : INFO : Epoch 1939 | loss: 0.0311722 | val_loss: 0.03118 | Time: 2009.32 ms [2022-04-13 03:05:55 main:581] : INFO : Epoch 1940 | loss: 0.0311698 | val_loss: 0.0311792 | Time: 1970.2 ms [2022-04-13 03:05:57 main:581] : INFO : Epoch 1941 | loss: 0.0311692 | val_loss: 0.0311823 | Time: 1971.49 ms [2022-04-13 03:05:59 main:581] : INFO : Epoch 1942 | loss: 0.0311684 | val_loss: 0.0311789 | Time: 1973.74 ms [2022-04-13 03:06:01 main:581] : INFO : Epoch 1943 | loss: 0.0311677 | val_loss: 0.031181 | Time: 1921.49 ms [2022-04-13 03:06:03 main:581] : INFO : Epoch 1944 | loss: 0.031167 | val_loss: 0.03118 | Time: 2032.09 ms [2022-04-13 03:06:05 main:581] : INFO : Epoch 1945 | loss: 0.0311678 | val_loss: 0.0311817 | Time: 1952.16 ms [2022-04-13 03:06:07 main:581] : INFO : Epoch 1946 | loss: 0.0311681 | val_loss: 0.0311799 | Time: 2006.88 ms [2022-04-13 03:06:09 main:581] : INFO : Epoch 1947 | loss: 0.0311731 | val_loss: 0.0312073 | Time: 2005.57 ms [2022-04-13 03:06:11 main:581] : INFO : Epoch 1948 | loss: 0.0311868 | val_loss: 0.0311809 | Time: 2012.29 ms [2022-04-13 03:06:13 main:581] : INFO : Epoch 1949 | loss: 0.0311687 | val_loss: 0.0311818 | Time: 2001.11 ms [2022-04-13 03:06:15 main:581] : INFO : Epoch 1950 | loss: 0.0311658 | val_loss: 0.0311841 | Time: 2006.76 ms [2022-04-13 03:06:17 main:581] : INFO : Epoch 1951 | loss: 0.0311669 | val_loss: 0.031181 | Time: 2028.88 ms [2022-04-13 03:06:19 main:581] : INFO : Epoch 1952 | loss: 0.0311661 | val_loss: 0.0311802 | Time: 2035.52 ms [2022-04-13 03:06:21 main:581] : INFO : Epoch 1953 | loss: 0.0311663 | val_loss: 0.0311845 | Time: 2027.56 ms [2022-04-13 03:06:23 main:581] : INFO : Epoch 1954 | loss: 0.0311664 | val_loss: 0.031182 | Time: 2015.43 ms [2022-04-13 03:06:25 main:581] : INFO : Epoch 1955 | loss: 0.0311656 | val_loss: 0.0311811 | Time: 2013.79 ms [2022-04-13 03:06:27 main:581] : INFO : Epoch 1956 | loss: 0.0311651 | val_loss: 0.0311836 | Time: 2012.64 ms [2022-04-13 03:06:29 main:581] : INFO : Epoch 1957 | loss: 0.0311665 | val_loss: 0.0311821 | Time: 2038.39 ms [2022-04-13 03:06:31 main:581] : INFO : Epoch 1958 | loss: 0.0311663 | val_loss: 0.0311826 | Time: 2050.16 ms [2022-04-13 03:06:33 main:581] : INFO : Epoch 1959 | loss: 0.0311657 | val_loss: 0.0311833 | Time: 1972.17 ms [2022-04-13 03:06:35 main:581] : INFO : Epoch 1960 | loss: 0.0311692 | val_loss: 0.0311845 | Time: 1984.1 ms [2022-04-13 03:06:37 main:581] : INFO : Epoch 1961 | loss: 0.0311701 | val_loss: 0.0311805 | Time: 1946.79 ms [2022-04-13 03:06:39 main:581] : INFO : Epoch 1962 | loss: 0.0311701 | val_loss: 0.031179 | Time: 1965.91 ms [2022-04-13 03:06:41 main:581] : INFO : Epoch 1963 | loss: 0.0311661 | val_loss: 0.0311794 | Time: 2007.75 ms [2022-04-13 03:06:43 main:581] : INFO : Epoch 1964 | loss: 0.0311661 | val_loss: 0.0311843 | Time: 2033.98 ms [2022-04-13 03:06:45 main:581] : INFO : Epoch 1965 | loss: 0.0311668 | val_loss: 0.031184 | Time: 2021.71 ms [2022-04-13 03:06:47 main:581] : INFO : Epoch 1966 | loss: 0.0311695 | val_loss: 0.031181 | Time: 2048.78 ms [2022-04-13 03:06:49 main:581] : INFO : Epoch 1967 | loss: 0.0311686 | val_loss: 0.0311796 | Time: 2020.75 ms [2022-04-13 03:06:51 main:581] : INFO : Epoch 1968 | loss: 0.0311667 | val_loss: 0.0311814 | Time: 1974.28 ms [2022-04-13 03:06:53 main:581] : INFO : Epoch 1969 | loss: 0.0311655 | val_loss: 0.03118 | Time: 2030.23 ms [2022-04-13 03:06:55 main:581] : INFO : Epoch 1970 | loss: 0.0311648 | val_loss: 0.0311824 | Time: 2003.48 ms [2022-04-13 03:06:57 main:581] : INFO : Epoch 1971 | loss: 0.0311655 | val_loss: 0.0311793 | Time: 1960.55 ms [2022-04-13 03:06:59 main:581] : INFO : Epoch 1972 | loss: 0.0311638 | val_loss: 0.0311861 | Time: 2004.57 ms [2022-04-13 03:07:01 main:581] : INFO : Epoch 1973 | loss: 0.0311646 | val_loss: 0.0311797 | Time: 1985.54 ms [2022-04-13 03:07:03 main:581] : INFO : Epoch 1974 | loss: 0.0311647 | val_loss: 0.0311827 | Time: 1975.06 ms [2022-04-13 03:07:05 main:581] : INFO : Epoch 1975 | loss: 0.0311641 | val_loss: 0.0311809 | Time: 1937.02 ms [2022-04-13 03:07:07 main:581] : INFO : Epoch 1976 | loss: 0.0311634 | val_loss: 0.0311792 | Time: 1963.13 ms [2022-04-13 03:07:09 main:581] : INFO : Epoch 1977 | loss: 0.0311633 | val_loss: 0.0311829 | Time: 1980.86 ms [2022-04-13 03:07:11 main:581] : INFO : Epoch 1978 | loss: 0.0311659 | val_loss: 0.0311815 | Time: 1988.67 ms [2022-04-13 03:07:13 main:581] : INFO : Epoch 1979 | loss: 0.0311679 | val_loss: 0.0311778 | Time: 1997.99 ms [2022-04-13 03:07:15 main:581] : INFO : Epoch 1980 | loss: 0.0311709 | val_loss: 0.0311807 | Time: 2012.65 ms [2022-04-13 03:07:17 main:581] : INFO : Epoch 1981 | loss: 0.0311725 | val_loss: 0.0311813 | Time: 1999.65 ms [2022-04-13 03:07:19 main:581] : INFO : Epoch 1982 | loss: 0.0311706 | val_loss: 0.0311939 | Time: 1942.86 ms [2022-04-13 03:07:21 main:581] : INFO : Epoch 1983 | loss: 0.0311716 | val_loss: 0.0311843 | Time: 2003.77 ms [2022-04-13 03:07:23 main:581] : INFO : Epoch 1984 | loss: 0.0311674 | val_loss: 0.0311827 | Time: 2017.09 ms [2022-04-13 03:07:25 main:581] : INFO : Epoch 1985 | loss: 0.0311687 | val_loss: 0.0311842 | Time: 2012.6 ms [2022-04-13 03:07:27 main:581] : INFO : Epoch 1986 | loss: 0.0311673 | val_loss: 0.031185 | Time: 2018.91 ms [2022-04-13 03:07:29 main:581] : INFO : Epoch 1987 | loss: 0.0311645 | val_loss: 0.0311783 | Time: 1997.6 ms [2022-04-13 03:07:31 main:581] : INFO : Epoch 1988 | loss: 0.0311635 | val_loss: 0.0311831 | Time: 1990.53 ms [2022-04-13 03:07:33 main:581] : INFO : Epoch 1989 | loss: 0.0311655 | val_loss: 0.0311835 | Time: 1984.12 ms [2022-04-13 03:07:35 main:581] : INFO : Epoch 1990 | loss: 0.0311658 | val_loss: 0.0311804 | Time: 2002.59 ms [2022-04-13 03:07:37 main:581] : INFO : Epoch 1991 | loss: 0.0311652 | val_loss: 0.0311865 | Time: 2016.92 ms [2022-04-13 03:07:39 main:581] : INFO : Epoch 1992 | loss: 0.0311674 | val_loss: 0.0311827 | Time: 2032.37 ms [2022-04-13 03:07:41 main:581] : INFO : Epoch 1993 | loss: 0.031168 | val_loss: 0.0311793 | Time: 1982.44 ms [2022-04-13 03:07:43 main:581] : INFO : Epoch 1994 | loss: 0.031166 | val_loss: 0.031185 | Time: 2024.53 ms [2022-04-13 03:07:45 main:581] : INFO : Epoch 1995 | loss: 0.0311637 | val_loss: 0.0311815 | Time: 1967.8 ms [2022-04-13 03:07:47 main:581] : INFO : Epoch 1996 | loss: 0.0311631 | val_loss: 0.0311777 | Time: 1981.54 ms [2022-04-13 03:07:49 main:581] : INFO : Epoch 1997 | loss: 0.0311624 | val_loss: 0.0311832 | Time: 2022.93 ms [2022-04-13 03:07:51 main:581] : INFO : Epoch 1998 | loss: 0.0311632 | val_loss: 0.0311795 | Time: 2040.56 ms [2022-04-13 03:07:53 main:581] : INFO : Epoch 1999 | loss: 0.031163 | val_loss: 0.0311901 | Time: 2002.81 ms [2022-04-13 03:07:55 main:581] : INFO : Epoch 2000 | loss: 0.0311627 | val_loss: 0.0311796 | Time: 1973.38 ms [2022-04-13 03:07:57 main:581] : INFO : Epoch 2001 | loss: 0.0311607 | val_loss: 0.0311817 | Time: 1986.98 ms [2022-04-13 03:07:59 main:581] : INFO : Epoch 2002 | loss: 0.0311617 | val_loss: 0.0311873 | Time: 1969.56 ms [2022-04-13 03:08:01 main:581] : INFO : Epoch 2003 | loss: 0.0311621 | val_loss: 0.0311867 | Time: 1933.3 ms [2022-04-13 03:08:03 main:581] : INFO : Epoch 2004 | loss: 0.0311708 | val_loss: 0.0311883 | Time: 1973.16 ms [2022-04-13 03:08:05 main:581] : INFO : Epoch 2005 | loss: 0.0311723 | val_loss: 0.0311869 | Time: 1993.25 ms [2022-04-13 03:08:07 main:581] : INFO : Epoch 2006 | loss: 0.0311682 | val_loss: 0.0311888 | Time: 2029.65 ms [2022-04-13 03:08:09 main:581] : INFO : Epoch 2007 | loss: 0.031169 | val_loss: 0.0311808 | Time: 2024.18 ms [2022-04-13 03:08:11 main:581] : INFO : Epoch 2008 | loss: 0.0311674 | val_loss: 0.0311842 | Time: 2014.68 ms [2022-04-13 03:08:13 main:581] : INFO : Epoch 2009 | loss: 0.0311667 | val_loss: 0.0311801 | Time: 1998.65 ms [2022-04-13 03:08:15 main:581] : INFO : Epoch 2010 | loss: 0.0311653 | val_loss: 0.0311792 | Time: 2030.29 ms [2022-04-13 03:08:17 main:581] : INFO : Epoch 2011 | loss: 0.0311644 | val_loss: 0.031179 | Time: 2002.81 ms [2022-04-13 03:08:19 main:581] : INFO : Epoch 2012 | loss: 0.0311634 | val_loss: 0.0311795 | Time: 1998.54 ms [2022-04-13 03:08:21 main:581] : INFO : Epoch 2013 | loss: 0.031163 | val_loss: 0.0311799 | Time: 2011.8 ms [2022-04-13 03:08:23 main:581] : INFO : Epoch 2014 | loss: 0.0311626 | val_loss: 0.0311785 | Time: 2022.48 ms [2022-04-13 03:08:25 main:581] : INFO : Epoch 2015 | loss: 0.0311626 | val_loss: 0.0311808 | Time: 1954.69 ms [2022-04-13 03:08:27 main:581] : INFO : Epoch 2016 | loss: 0.0311619 | val_loss: 0.0311807 | Time: 1966.8 ms [2022-04-13 03:08:29 main:581] : INFO : Epoch 2017 | loss: 0.0311621 | val_loss: 0.0311816 | Time: 2023.59 ms [2022-04-13 03:08:31 main:581] : INFO : Epoch 2018 | loss: 0.0311614 | val_loss: 0.0311823 | Time: 1968.18 ms [2022-04-13 03:08:33 main:581] : INFO : Epoch 2019 | loss: 0.0311609 | val_loss: 0.0311821 | Time: 1995.68 ms [2022-04-13 03:08:35 main:581] : INFO : Epoch 2020 | loss: 0.0311606 | val_loss: 0.031181 | Time: 1975 ms [2022-04-13 03:08:37 main:581] : INFO : Epoch 2021 | loss: 0.0311598 | val_loss: 0.0311811 | Time: 1962.79 ms [2022-04-13 03:08:39 main:581] : INFO : Epoch 2022 | loss: 0.0311614 | val_loss: 0.0311821 | Time: 1997.73 ms [2022-04-13 03:08:41 main:581] : INFO : Epoch 2023 | loss: 0.0311621 | val_loss: 0.0311815 | Time: 2018.48 ms [2022-04-13 03:08:43 main:581] : INFO : Epoch 2024 | loss: 0.0311618 | val_loss: 0.0311812 | Time: 2003.57 ms [2022-04-13 03:08:45 main:581] : INFO : Epoch 2025 | loss: 0.0311619 | val_loss: 0.0311781 | Time: 2010.44 ms [2022-04-13 03:08:47 main:581] : INFO : Epoch 2026 | loss: 0.0311603 | val_loss: 0.0311854 | Time: 1925.29 ms [2022-04-13 03:08:49 main:581] : INFO : Epoch 2027 | loss: 0.0311603 | val_loss: 0.0311841 | Time: 2036.23 ms [2022-04-13 03:08:51 main:581] : INFO : Epoch 2028 | loss: 0.0311634 | val_loss: 0.0311832 | Time: 2016.71 ms [2022-04-13 03:08:53 main:581] : INFO : Epoch 2029 | loss: 0.0311655 | val_loss: 0.0311851 | Time: 2032.04 ms [2022-04-13 03:08:55 main:581] : INFO : Epoch 2030 | loss: 0.0311642 | val_loss: 0.0311795 | Time: 1995.27 ms [2022-04-13 03:08:57 main:581] : INFO : Epoch 2031 | loss: 0.0311628 | val_loss: 0.0311791 | Time: 2044.58 ms [2022-04-13 03:08:59 main:581] : INFO : Epoch 2032 | loss: 0.0311637 | val_loss: 0.0311777 | Time: 2035.18 ms [2022-04-13 03:09:01 main:581] : INFO : Epoch 2033 | loss: 0.0311641 | val_loss: 0.0311844 | Time: 2032.82 ms [2022-04-13 03:09:03 main:581] : INFO : Epoch 2034 | loss: 0.0311691 | val_loss: 0.031191 | Time: 1993.36 ms [2022-04-13 03:09:05 main:581] : INFO : Epoch 2035 | loss: 0.0311649 | val_loss: 0.0311806 | Time: 2002.8 ms [2022-04-13 03:09:07 main:581] : INFO : Epoch 2036 | loss: 0.0311618 | val_loss: 0.0311847 | Time: 2016.57 ms [2022-04-13 03:09:09 main:581] : INFO : Epoch 2037 | loss: 0.0311658 | val_loss: 0.0311842 | Time: 1995.44 ms [2022-04-13 03:09:11 main:581] : INFO : Epoch 2038 | loss: 0.0311631 | val_loss: 0.0311836 | Time: 1986.64 ms [2022-04-13 03:09:13 main:581] : INFO : Epoch 2039 | loss: 0.031165 | val_loss: 0.0311886 | Time: 1952.79 ms [2022-04-13 03:09:15 main:581] : INFO : Epoch 2040 | loss: 0.0311715 | val_loss: 0.0311834 | Time: 2025.88 ms [2022-04-13 03:09:17 main:581] : INFO : Epoch 2041 | loss: 0.0311672 | val_loss: 0.0311763 | Time: 2030.95 ms [2022-04-13 03:09:19 main:581] : INFO : Epoch 2042 | loss: 0.0311664 | val_loss: 0.0311778 | Time: 2050.07 ms [2022-04-13 03:09:21 main:581] : INFO : Epoch 2043 | loss: 0.0311651 | val_loss: 0.0311805 | Time: 1931.19 ms [2022-04-13 03:09:23 main:581] : INFO : Epoch 2044 | loss: 0.0311636 | val_loss: 0.0311764 | Time: 1986.23 ms [2022-04-13 03:09:25 main:581] : INFO : Epoch 2045 | loss: 0.0311632 | val_loss: 0.0311783 | Time: 2033.41 ms [2022-04-13 03:09:27 main:581] : INFO : Epoch 2046 | loss: 0.0311658 | val_loss: 0.0311824 | Time: 2040.53 ms [2022-04-13 03:09:29 main:581] : INFO : Epoch 2047 | loss: 0.0311679 | val_loss: 0.0311839 | Time: 2024.02 ms [2022-04-13 03:09:31 main:581] : INFO : Epoch 2048 | loss: 0.0311668 | val_loss: 0.0311795 | Time: 2030.44 ms [2022-04-13 03:09:31 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311795 [2022-04-13 03:09:31 main:610] : INFO : Saving end state to config to file [2022-04-13 03:09:31 main:615] : INFO : Success, exiting.. 03:09:31 (294272): 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)