Task 8964859
| Name | ParityModified-1636228199-17014-1-0_0 |
| Workunit | 6423941 |
| Created | 15 Nov 2021, 15:56:12 UTC |
| Sent | 23 Nov 2021, 16:43:27 UTC |
| Report deadline | 1 Dec 2021, 16:43:27 UTC |
| Received | 23 Nov 2021, 23:44:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16729 |
| Run time | 1 hours 8 min 35 sec |
| CPU time | 1 hours 8 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,141.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.34 GB |
| Peak swap size | 10.51 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> 581] : INFO : Epoch 1538 | loss: 0.0311693 | val_loss: 0.0311886 | Time: 2012.3 ms [2021-11-23 23:27:30 main:581] : INFO : Epoch 1539 | loss: 0.0311674 | val_loss: 0.0311885 | Time: 2014.57 ms [2021-11-23 23:27:32 main:581] : INFO : Epoch 1540 | loss: 0.0311667 | val_loss: 0.0311847 | Time: 2002.17 ms [2021-11-23 23:27:34 main:581] : INFO : Epoch 1541 | loss: 0.0311671 | val_loss: 0.0311847 | Time: 1974.53 ms [2021-11-23 23:27:36 main:581] : INFO : Epoch 1542 | loss: 0.0311687 | val_loss: 0.0311881 | Time: 1966.4 ms [2021-11-23 23:27:38 main:581] : INFO : Epoch 1543 | loss: 0.0311671 | val_loss: 0.0311901 | Time: 1973.58 ms [2021-11-23 23:27:40 main:581] : INFO : Epoch 1544 | loss: 0.0311722 | val_loss: 0.0311943 | Time: 1964.25 ms [2021-11-23 23:27:42 main:581] : INFO : Epoch 1545 | loss: 0.031173 | val_loss: 0.0311861 | Time: 1981.38 ms [2021-11-23 23:27:44 main:581] : INFO : Epoch 1546 | loss: 0.0311673 | val_loss: 0.0311846 | Time: 1976.65 ms [2021-11-23 23:27:45 main:581] : INFO : Epoch 1547 | loss: 0.0311683 | val_loss: 0.0311855 | Time: 1975.18 ms [2021-11-23 23:27:47 main:581] : INFO : Epoch 1548 | loss: 0.0311685 | val_loss: 0.0311857 | Time: 1981.62 ms [2021-11-23 23:27:49 main:581] : INFO : Epoch 1549 | loss: 0.0311688 | val_loss: 0.0311828 | Time: 1984.57 ms [2021-11-23 23:27:51 main:581] : INFO : Epoch 1550 | loss: 0.0311678 | val_loss: 0.0311876 | Time: 1999.54 ms [2021-11-23 23:27:53 main:581] : INFO : Epoch 1551 | loss: 0.0311667 | val_loss: 0.0311851 | Time: 1993.97 ms [2021-11-23 23:27:55 main:581] : INFO : Epoch 1552 | loss: 0.0311684 | val_loss: 0.0311923 | Time: 2012.34 ms [2021-11-23 23:27:57 main:581] : INFO : Epoch 1553 | loss: 0.0311679 | val_loss: 0.0311857 | Time: 1983.69 ms [2021-11-23 23:27:59 main:581] : INFO : Epoch 1554 | loss: 0.0311679 | val_loss: 0.0311873 | Time: 2017.1 ms [2021-11-23 23:28:01 main:581] : INFO : Epoch 1555 | loss: 0.0311664 | val_loss: 0.0311882 | Time: 2016.8 ms [2021-11-23 23:28:04 main:581] : INFO : Epoch 1556 | loss: 0.0311688 | val_loss: 0.0311913 | Time: 2025.02 ms [2021-11-23 23:28:06 main:581] : INFO : Epoch 1557 | loss: 0.0311701 | val_loss: 0.0311924 | Time: 2025.35 ms [2021-11-23 23:28:08 main:581] : INFO : Epoch 1558 | loss: 0.0311689 | val_loss: 0.0311845 | Time: 2009.82 ms [2021-11-23 23:28:10 main:581] : INFO : Epoch 1559 | loss: 0.0311645 | val_loss: 0.0311846 | Time: 1982.1 ms [2021-11-23 23:28:12 main:581] : INFO : Epoch 1560 | loss: 0.0311648 | val_loss: 0.0311848 | Time: 1990.57 ms [2021-11-23 23:28:14 main:581] : INFO : Epoch 1561 | loss: 0.0311663 | val_loss: 0.0311868 | Time: 1994.23 ms [2021-11-23 23:28:15 main:581] : INFO : Epoch 1562 | loss: 0.031184 | val_loss: 0.0312035 | Time: 1987.22 ms [2021-11-23 23:28:17 main:581] : INFO : Epoch 1563 | loss: 0.0312009 | val_loss: 0.0312012 | Time: 2001.58 ms [2021-11-23 23:28:20 main:581] : INFO : Epoch 1564 | loss: 0.031199 | val_loss: 0.0311944 | Time: 2009.57 ms [2021-11-23 23:28:21 main:581] : INFO : Epoch 1565 | loss: 0.0311923 | val_loss: 0.0311934 | Time: 1991.09 ms [2021-11-23 23:28:23 main:581] : INFO : Epoch 1566 | loss: 0.0311888 | val_loss: 0.0311928 | Time: 1979.16 ms [2021-11-23 23:28:25 main:581] : INFO : Epoch 1567 | loss: 0.0311872 | val_loss: 0.031192 | Time: 1977.45 ms [2021-11-23 23:28:27 main:581] : INFO : Epoch 1568 | loss: 0.0311859 | val_loss: 0.0311917 | Time: 2001.04 ms [2021-11-23 23:28:29 main:581] : INFO : Epoch 1569 | loss: 0.0311836 | val_loss: 0.0311898 | Time: 1995.85 ms [2021-11-23 23:28:31 main:581] : INFO : Epoch 1570 | loss: 0.0311834 | val_loss: 0.0311896 | Time: 1997.4 ms [2021-11-23 23:28:33 main:581] : INFO : Epoch 1571 | loss: 0.0311818 | val_loss: 0.0311916 | Time: 1983.23 ms [2021-11-23 23:28:35 main:581] : INFO : Epoch 1572 | loss: 0.0311818 | val_loss: 0.031188 | Time: 2007.44 ms [2021-11-23 23:28:37 main:581] : INFO : Epoch 1573 | loss: 0.0311797 | val_loss: 0.0311887 | Time: 2024.75 ms [2021-11-23 23:28:39 main:581] : INFO : Epoch 1574 | loss: 0.0311786 | val_loss: 0.031186 | Time: 1983.61 ms [2021-11-23 23:28:41 main:581] : INFO : Epoch 1575 | loss: 0.031179 | val_loss: 0.0311866 | Time: 1979 ms [2021-11-23 23:28:43 main:581] : INFO : Epoch 1576 | loss: 0.0311772 | val_loss: 0.0311858 | Time: 1986.98 ms [2021-11-23 23:28:45 main:581] : INFO : Epoch 1577 | loss: 0.0311773 | val_loss: 0.0311882 | Time: 1993.07 ms [2021-11-23 23:28:47 main:581] : INFO : Epoch 1578 | loss: 0.0311766 | val_loss: 0.0311869 | Time: 1985.73 ms [2021-11-23 23:28:49 main:581] : INFO : Epoch 1579 | loss: 0.0311792 | val_loss: 0.0311883 | Time: 1990.18 ms [2021-11-23 23:28:51 main:581] : INFO : Epoch 1580 | loss: 0.0311809 | val_loss: 0.0311886 | Time: 1977.81 ms [2021-11-23 23:28:53 main:581] : INFO : Epoch 1581 | loss: 0.0311777 | val_loss: 0.0311906 | Time: 1985.23 ms [2021-11-23 23:28:55 main:581] : INFO : Epoch 1582 | loss: 0.0311766 | val_loss: 0.0311902 | Time: 1995.35 ms [2021-11-23 23:28:57 main:581] : INFO : Epoch 1583 | loss: 0.0311738 | val_loss: 0.031188 | Time: 2009.07 ms [2021-11-23 23:28:59 main:581] : INFO : Epoch 1584 | loss: 0.031176 | val_loss: 0.0311972 | Time: 1994.69 ms [2021-11-23 23:29:01 main:581] : INFO : Epoch 1585 | loss: 0.031175 | val_loss: 0.0311854 | Time: 2004.45 ms [2021-11-23 23:29:03 main:581] : INFO : Epoch 1586 | loss: 0.0311723 | val_loss: 0.0311861 | Time: 1984.28 ms [2021-11-23 23:29:05 main:581] : INFO : Epoch 1587 | loss: 0.0311718 | val_loss: 0.0311847 | Time: 2002.97 ms [2021-11-23 23:29:07 main:581] : INFO : Epoch 1588 | loss: 0.0311715 | val_loss: 0.0311863 | Time: 2007.95 ms [2021-11-23 23:29:09 main:581] : INFO : Epoch 1589 | loss: 0.0311707 | val_loss: 0.0311855 | Time: 2056.4 ms [2021-11-23 23:29:11 main:581] : INFO : Epoch 1590 | loss: 0.0311702 | val_loss: 0.031188 | Time: 1983.92 ms [2021-11-23 23:29:13 main:581] : INFO : Epoch 1591 | loss: 0.0311697 | val_loss: 0.0311852 | Time: 1999.16 ms [2021-11-23 23:29:15 main:581] : INFO : Epoch 1592 | loss: 0.0311687 | val_loss: 0.0311875 | Time: 1991.43 ms [2021-11-23 23:29:17 main:581] : INFO : Epoch 1593 | loss: 0.0311698 | val_loss: 0.0311867 | Time: 1986.1 ms [2021-11-23 23:29:19 main:581] : INFO : Epoch 1594 | loss: 0.0311693 | val_loss: 0.031187 | Time: 1999.12 ms [2021-11-23 23:29:21 main:581] : INFO : Epoch 1595 | loss: 0.0311682 | val_loss: 0.031188 | Time: 2033.1 ms [2021-11-23 23:29:23 main:581] : INFO : Epoch 1596 | loss: 0.0311685 | val_loss: 0.0311866 | Time: 1987.25 ms [2021-11-23 23:29:25 main:581] : INFO : Epoch 1597 | loss: 0.0311726 | val_loss: 0.0311886 | Time: 1990.55 ms [2021-11-23 23:29:27 main:581] : INFO : Epoch 1598 | loss: 0.031171 | val_loss: 0.0311907 | Time: 1992.7 ms [2021-11-23 23:29:29 main:581] : INFO : Epoch 1599 | loss: 0.0311703 | val_loss: 0.0311985 | Time: 1984.59 ms [2021-11-23 23:29:31 main:581] : INFO : Epoch 1600 | loss: 0.0311698 | val_loss: 0.0311854 | Time: 1991.47 ms [2021-11-23 23:29:33 main:581] : INFO : Epoch 1601 | loss: 0.0311672 | val_loss: 0.0311887 | Time: 1983.75 ms [2021-11-23 23:29:35 main:581] : INFO : Epoch 1602 | loss: 0.0311702 | val_loss: 0.0311857 | Time: 2003.33 ms [2021-11-23 23:29:37 main:581] : INFO : Epoch 1603 | loss: 0.0311715 | val_loss: 0.0311904 | Time: 1992.21 ms [2021-11-23 23:29:39 main:581] : INFO : Epoch 1604 | loss: 0.0311711 | val_loss: 0.0311836 | Time: 1983.36 ms [2021-11-23 23:29:41 main:581] : INFO : Epoch 1605 | loss: 0.0311706 | val_loss: 0.031189 | Time: 2024.1 ms [2021-11-23 23:29:43 main:581] : INFO : Epoch 1606 | loss: 0.0311696 | val_loss: 0.0311865 | Time: 1984.4 ms [2021-11-23 23:29:45 main:581] : INFO : Epoch 1607 | loss: 0.0311675 | val_loss: 0.0311839 | Time: 2009.59 ms [2021-11-23 23:29:47 main:581] : INFO : Epoch 1608 | loss: 0.0311683 | val_loss: 0.0311849 | Time: 2006.78 ms [2021-11-23 23:29:49 main:581] : INFO : Epoch 1609 | loss: 0.0311668 | val_loss: 0.0311864 | Time: 1973.74 ms [2021-11-23 23:29:51 main:581] : INFO : Epoch 1610 | loss: 0.0311665 | val_loss: 0.0311859 | Time: 1987.23 ms [2021-11-23 23:29:53 main:581] : INFO : Epoch 1611 | loss: 0.0311674 | val_loss: 0.0311851 | Time: 1997.19 ms [2021-11-23 23:29:55 main:581] : INFO : Epoch 1612 | loss: 0.0311671 | val_loss: 0.0311856 | Time: 1998.08 ms [2021-11-23 23:29:57 main:581] : INFO : Epoch 1613 | loss: 0.0311685 | val_loss: 0.0311839 | Time: 2009.52 ms [2021-11-23 23:29:59 main:581] : INFO : Epoch 1614 | loss: 0.0311653 | val_loss: 0.0311884 | Time: 1993.55 ms [2021-11-23 23:30:01 main:581] : INFO : Epoch 1615 | loss: 0.031166 | val_loss: 0.0311875 | Time: 1995.5 ms [2021-11-23 23:30:03 main:581] : INFO : Epoch 1616 | loss: 0.0311645 | val_loss: 0.0311875 | Time: 2016.35 ms [2021-11-23 23:30:05 main:581] : INFO : Epoch 1617 | loss: 0.0311654 | val_loss: 0.031188 | Time: 2036.19 ms [2021-11-23 23:30:07 main:581] : INFO : Epoch 1618 | loss: 0.031164 | val_loss: 0.0311862 | Time: 2001.33 ms [2021-11-23 23:30:09 main:581] : INFO : Epoch 1619 | loss: 0.0311641 | val_loss: 0.0311903 | Time: 1990.36 ms [2021-11-23 23:30:11 main:581] : INFO : Epoch 1620 | loss: 0.0311667 | val_loss: 0.0311874 | Time: 2013.02 ms [2021-11-23 23:30:13 main:581] : INFO : Epoch 1621 | loss: 0.0311671 | val_loss: 0.0311855 | Time: 2000.27 ms [2021-11-23 23:30:15 main:581] : INFO : Epoch 1622 | loss: 0.0311673 | val_loss: 0.0311901 | Time: 2048.77 ms [2021-11-23 23:30:17 main:581] : INFO : Epoch 1623 | loss: 0.0311641 | val_loss: 0.03119 | Time: 2014.12 ms [2021-11-23 23:30:19 main:581] : INFO : Epoch 1624 | loss: 0.0311633 | val_loss: 0.0311878 | Time: 2014.35 ms [2021-11-23 23:30:21 main:581] : INFO : Epoch 1625 | loss: 0.0311648 | val_loss: 0.0311872 | Time: 2002.22 ms [2021-11-23 23:30:23 main:581] : INFO : Epoch 1626 | loss: 0.0311638 | val_loss: 0.0311856 | Time: 2032.64 ms [2021-11-23 23:30:25 main:581] : INFO : Epoch 1627 | loss: 0.0311624 | val_loss: 0.031186 | Time: 1991.92 ms [2021-11-23 23:30:27 main:581] : INFO : Epoch 1628 | loss: 0.0311616 | val_loss: 0.0311854 | Time: 1999.33 ms [2021-11-23 23:30:29 main:581] : INFO : Epoch 1629 | loss: 0.0311612 | val_loss: 0.0311875 | Time: 1973.42 ms [2021-11-23 23:30:31 main:581] : INFO : Epoch 1630 | loss: 0.0311615 | val_loss: 0.0311839 | Time: 1984.64 ms [2021-11-23 23:30:33 main:581] : INFO : Epoch 1631 | loss: 0.0311632 | val_loss: 0.0311836 | Time: 1969.16 ms [2021-11-23 23:30:35 main:581] : INFO : Epoch 1632 | loss: 0.0311613 | val_loss: 0.0311855 | Time: 1981.45 ms [2021-11-23 23:30:37 main:581] : INFO : Epoch 1633 | loss: 0.0311619 | val_loss: 0.0311841 | Time: 1974.78 ms [2021-11-23 23:30:39 main:581] : INFO : Epoch 1634 | loss: 0.0311645 | val_loss: 0.0311862 | Time: 1977.73 ms [2021-11-23 23:30:41 main:581] : INFO : Epoch 1635 | loss: 0.0311665 | val_loss: 0.0311869 | Time: 2008.98 ms [2021-11-23 23:30:43 main:581] : INFO : Epoch 1636 | loss: 0.0311744 | val_loss: 0.0311875 | Time: 1989.72 ms [2021-11-23 23:30:45 main:581] : INFO : Epoch 1637 | loss: 0.0311725 | val_loss: 0.0311865 | Time: 1984.08 ms [2021-11-23 23:30:47 main:581] : INFO : Epoch 1638 | loss: 0.0311697 | val_loss: 0.0311875 | Time: 2007.97 ms [2021-11-23 23:30:49 main:581] : INFO : Epoch 1639 | loss: 0.0311688 | val_loss: 0.031192 | Time: 1991.41 ms [2021-11-23 23:30:51 main:581] : INFO : Epoch 1640 | loss: 0.0311723 | val_loss: 0.0311884 | Time: 2002.56 ms [2021-11-23 23:30:53 main:581] : INFO : Epoch 1641 | loss: 0.0311707 | val_loss: 0.0311867 | Time: 1990.45 ms [2021-11-23 23:30:55 main:581] : INFO : Epoch 1642 | loss: 0.0311678 | val_loss: 0.031185 | Time: 1998.1 ms [2021-11-23 23:30:57 main:581] : INFO : Epoch 1643 | loss: 0.0311681 | val_loss: 0.0311864 | Time: 1993.58 ms [2021-11-23 23:30:59 main:581] : INFO : Epoch 1644 | loss: 0.0311667 | val_loss: 0.031188 | Time: 2023.65 ms [2021-11-23 23:31:01 main:581] : INFO : Epoch 1645 | loss: 0.0311686 | val_loss: 0.0311843 | Time: 2002.19 ms [2021-11-23 23:31:03 main:581] : INFO : Epoch 1646 | loss: 0.0311666 | val_loss: 0.0311851 | Time: 2010.93 ms [2021-11-23 23:31:05 main:581] : INFO : Epoch 1647 | loss: 0.0311646 | val_loss: 0.0311879 | Time: 2026.24 ms [2021-11-23 23:31:07 main:581] : INFO : Epoch 1648 | loss: 0.0311656 | val_loss: 0.0311881 | Time: 1989.67 ms [2021-11-23 23:31:09 main:581] : INFO : Epoch 1649 | loss: 0.0311651 | val_loss: 0.0311886 | Time: 1994.47 ms [2021-11-23 23:31:11 main:581] : INFO : Epoch 1650 | loss: 0.031163 | val_loss: 0.0311886 | Time: 1997.45 ms [2021-11-23 23:31:13 main:581] : INFO : Epoch 1651 | loss: 0.0311616 | val_loss: 0.0311868 | Time: 2000.08 ms [2021-11-23 23:31:15 main:581] : INFO : Epoch 1652 | loss: 0.0311604 | val_loss: 0.0311853 | Time: 2012.55 ms [2021-11-23 23:31:17 main:581] : INFO : Epoch 1653 | loss: 0.0311597 | val_loss: 0.0311905 | Time: 1984.98 ms [2021-11-23 23:31:19 main:581] : INFO : Epoch 1654 | loss: 0.0311612 | val_loss: 0.0311862 | Time: 1985.85 ms [2021-11-23 23:31:21 main:581] : INFO : Epoch 1655 | loss: 0.0311612 | val_loss: 0.0311854 | Time: 2049.29 ms [2021-11-23 23:31:23 main:581] : INFO : Epoch 1656 | loss: 0.0311641 | val_loss: 0.031186 | Time: 2005.48 ms [2021-11-23 23:31:25 main:581] : INFO : Epoch 1657 | loss: 0.031164 | val_loss: 0.0311879 | Time: 2026.01 ms [2021-11-23 23:31:27 main:581] : INFO : Epoch 1658 | loss: 0.0311685 | val_loss: 0.031198 | Time: 2019.86 ms [2021-11-23 23:31:29 main:581] : INFO : Epoch 1659 | loss: 0.0316577 | val_loss: 0.0316231 | Time: 2001.09 ms [2021-11-23 23:31:31 main:581] : INFO : Epoch 1660 | loss: 0.0505367 | val_loss: 0.0974204 | Time: 1985.57 ms [2021-11-23 23:31:33 main:581] : INFO : Epoch 1661 | loss: 0.0424565 | val_loss: 0.0315495 | Time: 1978.68 ms [2021-11-23 23:31:35 main:581] : INFO : Epoch 1662 | loss: 0.0320605 | val_loss: 0.0317203 | Time: 2005.91 ms [2021-11-23 23:31:37 main:581] : INFO : Epoch 1663 | loss: 0.0313936 | val_loss: 0.0313078 | Time: 1999.75 ms [2021-11-23 23:31:39 main:581] : INFO : Epoch 1664 | loss: 0.0312787 | val_loss: 0.0312598 | Time: 1975.77 ms [2021-11-23 23:31:41 main:581] : INFO : Epoch 1665 | loss: 0.0312577 | val_loss: 0.0312536 | Time: 1966.64 ms [2021-11-23 23:31:43 main:581] : INFO : Epoch 1666 | loss: 0.0312528 | val_loss: 0.0312516 | Time: 1984.75 ms [2021-11-23 23:31:45 main:581] : INFO : Epoch 1667 | loss: 0.0312513 | val_loss: 0.0312508 | Time: 1958.12 ms [2021-11-23 23:31:47 main:581] : INFO : Epoch 1668 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1969.37 ms [2021-11-23 23:31:49 main:581] : INFO : Epoch 1669 | loss: 0.03125 | val_loss: 0.0312496 | Time: 1965.61 ms [2021-11-23 23:31:51 main:581] : INFO : Epoch 1670 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 1982.72 ms [2021-11-23 23:31:53 main:581] : INFO : Epoch 1671 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 2006.61 ms [2021-11-23 23:31:55 main:581] : INFO : Epoch 1672 | loss: 0.0312487 | val_loss: 0.0312482 | Time: 2014.29 ms [2021-11-23 23:31:57 main:581] : INFO : Epoch 1673 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 1983.48 ms [2021-11-23 23:31:59 main:581] : INFO : Epoch 1674 | loss: 0.031248 | val_loss: 0.0312476 | Time: 1994.99 ms [2021-11-23 23:32:01 main:581] : INFO : Epoch 1675 | loss: 0.0312476 | val_loss: 0.031247 | Time: 1999.66 ms [2021-11-23 23:32:03 main:581] : INFO : Epoch 1676 | loss: 0.0312472 | val_loss: 0.0312466 | Time: 2017.87 ms [2021-11-23 23:32:05 main:581] : INFO : Epoch 1677 | loss: 0.0312467 | val_loss: 0.0312464 | Time: 2017.55 ms [2021-11-23 23:32:07 main:581] : INFO : Epoch 1678 | loss: 0.0312464 | val_loss: 0.0312457 | Time: 1994.45 ms [2021-11-23 23:32:09 main:581] : INFO : Epoch 1679 | loss: 0.0312459 | val_loss: 0.0312455 | Time: 1992.21 ms [2021-11-23 23:32:11 main:581] : INFO : Epoch 1680 | loss: 0.0312458 | val_loss: 0.0312452 | Time: 2016.16 ms [2021-11-23 23:32:13 main:581] : INFO : Epoch 1681 | loss: 0.0312452 | val_loss: 0.0312443 | Time: 1991.54 ms [2021-11-23 23:32:15 main:581] : INFO : Epoch 1682 | loss: 0.0312445 | val_loss: 0.0312438 | Time: 2017.44 ms [2021-11-23 23:32:17 main:581] : INFO : Epoch 1683 | loss: 0.0312441 | val_loss: 0.0312432 | Time: 2002.01 ms [2021-11-23 23:32:19 main:581] : INFO : Epoch 1684 | loss: 0.0312436 | val_loss: 0.0312427 | Time: 1987.18 ms [2021-11-23 23:32:21 main:581] : INFO : Epoch 1685 | loss: 0.031243 | val_loss: 0.0312424 | Time: 1991.02 ms [2021-11-23 23:32:23 main:581] : INFO : Epoch 1686 | loss: 0.0312422 | val_loss: 0.0312411 | Time: 2004.05 ms [2021-11-23 23:32:25 main:581] : INFO : Epoch 1687 | loss: 0.0312412 | val_loss: 0.0312403 | Time: 1990.21 ms [2021-11-23 23:32:27 main:581] : INFO : Epoch 1688 | loss: 0.0312401 | val_loss: 0.0312393 | Time: 2018.36 ms [2021-11-23 23:32:29 main:581] : INFO : Epoch 1689 | loss: 0.0312388 | val_loss: 0.0312375 | Time: 1989.55 ms [2021-11-23 23:32:31 main:581] : INFO : Epoch 1690 | loss: 0.0312375 | val_loss: 0.0312362 | Time: 2020.79 ms [2021-11-23 23:32:33 main:581] : INFO : Epoch 1691 | loss: 0.0312361 | val_loss: 0.0312347 | Time: 1981.56 ms [2021-11-23 23:32:35 main:581] : INFO : Epoch 1692 | loss: 0.0312345 | val_loss: 0.0312329 | Time: 1977.78 ms [2021-11-23 23:32:37 main:581] : INFO : Epoch 1693 | loss: 0.0312329 | val_loss: 0.031231 | Time: 1975.99 ms [2021-11-23 23:32:39 main:581] : INFO : Epoch 1694 | loss: 0.0312313 | val_loss: 0.0312294 | Time: 1975.33 ms [2021-11-23 23:32:41 main:581] : INFO : Epoch 1695 | loss: 0.0312278 | val_loss: 0.0312256 | Time: 1989.94 ms [2021-11-23 23:32:43 main:581] : INFO : Epoch 1696 | loss: 0.0312229 | val_loss: 0.0312196 | Time: 1964.83 ms [2021-11-23 23:32:45 main:581] : INFO : Epoch 1697 | loss: 0.0312182 | val_loss: 0.0312152 | Time: 1974.63 ms [2021-11-23 23:32:47 main:581] : INFO : Epoch 1698 | loss: 0.0312147 | val_loss: 0.0312113 | Time: 1971.23 ms [2021-11-23 23:32:49 main:581] : INFO : Epoch 1699 | loss: 0.0312114 | val_loss: 0.0312083 | Time: 1992.52 ms [2021-11-23 23:32:51 main:581] : INFO : Epoch 1700 | loss: 0.0312089 | val_loss: 0.0312062 | Time: 2017.47 ms [2021-11-23 23:32:53 main:581] : INFO : Epoch 1701 | loss: 0.0312072 | val_loss: 0.0312045 | Time: 2010.15 ms [2021-11-23 23:32:55 main:581] : INFO : Epoch 1702 | loss: 0.0312057 | val_loss: 0.0312034 | Time: 2004.45 ms [2021-11-23 23:32:57 main:581] : INFO : Epoch 1703 | loss: 0.0312044 | val_loss: 0.0312024 | Time: 1993.03 ms [2021-11-23 23:32:59 main:581] : INFO : Epoch 1704 | loss: 0.0312035 | val_loss: 0.0312031 | Time: 2018.41 ms [2021-11-23 23:33:01 main:581] : INFO : Epoch 1705 | loss: 0.0312031 | val_loss: 0.0312003 | Time: 2031.93 ms [2021-11-23 23:33:03 main:581] : INFO : Epoch 1706 | loss: 0.0312018 | val_loss: 0.0312 | Time: 1974.62 ms [2021-11-23 23:33:05 main:581] : INFO : Epoch 1707 | loss: 0.0312009 | val_loss: 0.0311992 | Time: 1986.61 ms [2021-11-23 23:33:07 main:581] : INFO : Epoch 1708 | loss: 0.0312002 | val_loss: 0.0311985 | Time: 1990.31 ms [2021-11-23 23:33:09 main:581] : INFO : Epoch 1709 | loss: 0.0311999 | val_loss: 0.0311983 | Time: 1983.77 ms [2021-11-23 23:33:11 main:581] : INFO : Epoch 1710 | loss: 0.0311994 | val_loss: 0.0311979 | Time: 1963.83 ms [2021-11-23 23:33:13 main:581] : INFO : Epoch 1711 | loss: 0.0311989 | val_loss: 0.0311979 | Time: 1952.79 ms [2021-11-23 23:33:15 main:581] : INFO : Epoch 1712 | loss: 0.0311984 | val_loss: 0.0311976 | Time: 1980.22 ms [2021-11-23 23:33:17 main:581] : INFO : Epoch 1713 | loss: 0.0311981 | val_loss: 0.0311975 | Time: 1961.56 ms [2021-11-23 23:33:19 main:581] : INFO : Epoch 1714 | loss: 0.0311973 | val_loss: 0.0311965 | Time: 1971.58 ms [2021-11-23 23:33:21 main:581] : INFO : Epoch 1715 | loss: 0.0311968 | val_loss: 0.0311965 | Time: 1966.63 ms [2021-11-23 23:33:23 main:581] : INFO : Epoch 1716 | loss: 0.0311964 | val_loss: 0.0311959 | Time: 1965.13 ms [2021-11-23 23:33:25 main:581] : INFO : Epoch 1717 | loss: 0.0311961 | val_loss: 0.0311956 | Time: 1972.3 ms [2021-11-23 23:33:27 main:581] : INFO : Epoch 1718 | loss: 0.0311954 | val_loss: 0.0311959 | Time: 1976.85 ms [2021-11-23 23:33:29 main:581] : INFO : Epoch 1719 | loss: 0.0311948 | val_loss: 0.0311952 | Time: 1961.5 ms [2021-11-23 23:33:31 main:581] : INFO : Epoch 1720 | loss: 0.0311933 | val_loss: 0.0311942 | Time: 1972.15 ms [2021-11-23 23:33:33 main:581] : INFO : Epoch 1721 | loss: 0.0311923 | val_loss: 0.0311939 | Time: 2007.82 ms [2021-11-23 23:33:35 main:581] : INFO : Epoch 1722 | loss: 0.0311918 | val_loss: 0.0311933 | Time: 1991.41 ms [2021-11-23 23:33:37 main:581] : INFO : Epoch 1723 | loss: 0.0311914 | val_loss: 0.0311934 | Time: 1983.64 ms [2021-11-23 23:33:39 main:581] : INFO : Epoch 1724 | loss: 0.0311912 | val_loss: 0.0311939 | Time: 1985.77 ms [2021-11-23 23:33:41 main:581] : INFO : Epoch 1725 | loss: 0.0311911 | val_loss: 0.0311919 | Time: 1981.8 ms [2021-11-23 23:33:43 main:581] : INFO : Epoch 1726 | loss: 0.0311903 | val_loss: 0.0311928 | Time: 2001.68 ms [2021-11-23 23:33:45 main:581] : INFO : Epoch 1727 | loss: 0.03119 | val_loss: 0.0311913 | Time: 1995.79 ms [2021-11-23 23:33:47 main:581] : INFO : Epoch 1728 | loss: 0.0311894 | val_loss: 0.0311908 | Time: 1981.76 ms [2021-11-23 23:33:49 main:581] : INFO : Epoch 1729 | loss: 0.0311887 | val_loss: 0.0311913 | Time: 1974.64 ms [2021-11-23 23:33:51 main:581] : INFO : Epoch 1730 | loss: 0.0311886 | val_loss: 0.0311906 | Time: 1996.24 ms [2021-11-23 23:33:53 main:581] : INFO : Epoch 1731 | loss: 0.0311878 | val_loss: 0.0311906 | Time: 1990.87 ms [2021-11-23 23:33:55 main:581] : INFO : Epoch 1732 | loss: 0.0311876 | val_loss: 0.0311905 | Time: 1977.55 ms [2021-11-23 23:33:57 main:581] : INFO : Epoch 1733 | loss: 0.0311884 | val_loss: 0.0311913 | Time: 1999.46 ms [2021-11-23 23:33:59 main:581] : INFO : Epoch 1734 | loss: 0.0311883 | val_loss: 0.0311898 | Time: 2010.8 ms [2021-11-23 23:34:01 main:581] : INFO : Epoch 1735 | loss: 0.0311879 | val_loss: 0.0311905 | Time: 2008.29 ms [2021-11-23 23:34:03 main:581] : INFO : Epoch 1736 | loss: 0.0311873 | val_loss: 0.0311905 | Time: 1999.45 ms [2021-11-23 23:34:05 main:581] : INFO : Epoch 1737 | loss: 0.0311865 | val_loss: 0.0311912 | Time: 1995.86 ms [2021-11-23 23:34:07 main:581] : INFO : Epoch 1738 | loss: 0.0311864 | val_loss: 0.0311905 | Time: 2062.6 ms [2021-11-23 23:34:09 main:581] : INFO : Epoch 1739 | loss: 0.031186 | val_loss: 0.0311906 | Time: 2009.91 ms [2021-11-23 23:34:11 main:581] : INFO : Epoch 1740 | loss: 0.0311859 | val_loss: 0.0311915 | Time: 2006.86 ms [2021-11-23 23:34:13 main:581] : INFO : Epoch 1741 | loss: 0.0311862 | val_loss: 0.0311933 | Time: 1996.94 ms [2021-11-23 23:34:15 main:581] : INFO : Epoch 1742 | loss: 0.0311892 | val_loss: 0.0311929 | Time: 1991.03 ms [2021-11-23 23:34:17 main:581] : INFO : Epoch 1743 | loss: 0.0311895 | val_loss: 0.0311902 | Time: 1982.11 ms [2021-11-23 23:34:19 main:581] : INFO : Epoch 1744 | loss: 0.0311871 | val_loss: 0.0311895 | Time: 1995.58 ms [2021-11-23 23:34:21 main:581] : INFO : Epoch 1745 | loss: 0.0311879 | val_loss: 0.0311902 | Time: 2012.93 ms [2021-11-23 23:34:23 main:581] : INFO : Epoch 1746 | loss: 0.0311864 | val_loss: 0.0311907 | Time: 1998.39 ms [2021-11-23 23:34:25 main:581] : INFO : Epoch 1747 | loss: 0.0311854 | val_loss: 0.0311892 | Time: 1994.63 ms [2021-11-23 23:34:27 main:581] : INFO : Epoch 1748 | loss: 0.0311843 | val_loss: 0.0311905 | Time: 2021.66 ms [2021-11-23 23:34:29 main:581] : INFO : Epoch 1749 | loss: 0.0311835 | val_loss: 0.0311881 | Time: 1995.62 ms [2021-11-23 23:34:31 main:581] : INFO : Epoch 1750 | loss: 0.0311831 | val_loss: 0.0311907 | Time: 1962.04 ms [2021-11-23 23:34:33 main:581] : INFO : Epoch 1751 | loss: 0.031183 | val_loss: 0.0311889 | Time: 1987.58 ms [2021-11-23 23:34:35 main:581] : INFO : Epoch 1752 | loss: 0.0311824 | val_loss: 0.031191 | Time: 1995.97 ms [2021-11-23 23:34:37 main:581] : INFO : Epoch 1753 | loss: 0.031183 | val_loss: 0.0311959 | Time: 2009.99 ms [2021-11-23 23:34:39 main:581] : INFO : Epoch 1754 | loss: 0.0311837 | val_loss: 0.0311891 | Time: 2007.82 ms [2021-11-23 23:34:41 main:581] : INFO : Epoch 1755 | loss: 0.0311829 | val_loss: 0.0311904 | Time: 1985.28 ms [2021-11-23 23:34:43 main:581] : INFO : Epoch 1756 | loss: 0.0311828 | val_loss: 0.0311889 | Time: 1986.05 ms [2021-11-23 23:34:45 main:581] : INFO : Epoch 1757 | loss: 0.0311825 | val_loss: 0.0311902 | Time: 2021 ms [2021-11-23 23:34:47 main:581] : INFO : Epoch 1758 | loss: 0.0311831 | val_loss: 0.0311893 | Time: 1976.58 ms [2021-11-23 23:34:49 main:581] : INFO : Epoch 1759 | loss: 0.031182 | val_loss: 0.0311885 | Time: 1996.74 ms [2021-11-23 23:34:51 main:581] : INFO : Epoch 1760 | loss: 0.0311816 | val_loss: 0.0311882 | Time: 1996.92 ms [2021-11-23 23:34:53 main:581] : INFO : Epoch 1761 | loss: 0.0311805 | val_loss: 0.0311886 | Time: 1990.74 ms [2021-11-23 23:34:55 main:581] : INFO : Epoch 1762 | loss: 0.0311805 | val_loss: 0.0311901 | Time: 2011.54 ms [2021-11-23 23:34:57 main:581] : INFO : Epoch 1763 | loss: 0.0311831 | val_loss: 0.0311909 | Time: 1990.33 ms [2021-11-23 23:34:59 main:581] : INFO : Epoch 1764 | loss: 0.0311841 | val_loss: 0.0311884 | Time: 1996.44 ms [2021-11-23 23:35:01 main:581] : INFO : Epoch 1765 | loss: 0.031182 | val_loss: 0.0311871 | Time: 2007.39 ms [2021-11-23 23:35:03 main:581] : INFO : Epoch 1766 | loss: 0.031181 | val_loss: 0.0311882 | Time: 2018.16 ms [2021-11-23 23:35:05 main:581] : INFO : Epoch 1767 | loss: 0.0311822 | val_loss: 0.0311901 | Time: 2009.75 ms [2021-11-23 23:35:07 main:581] : INFO : Epoch 1768 | loss: 0.0311814 | val_loss: 0.0311912 | Time: 2045.85 ms [2021-11-23 23:35:09 main:581] : INFO : Epoch 1769 | loss: 0.031181 | val_loss: 0.0311876 | Time: 2007.92 ms [2021-11-23 23:35:11 main:581] : INFO : Epoch 1770 | loss: 0.031182 | val_loss: 0.0311898 | Time: 1993.28 ms [2021-11-23 23:35:13 main:581] : INFO : Epoch 1771 | loss: 0.0311803 | val_loss: 0.0311865 | Time: 2059.37 ms [2021-11-23 23:35:15 main:581] : INFO : Epoch 1772 | loss: 0.0311797 | val_loss: 0.0311868 | Time: 2031.93 ms [2021-11-23 23:35:17 main:581] : INFO : Epoch 1773 | loss: 0.0311797 | val_loss: 0.031187 | Time: 2037.51 ms [2021-11-23 23:35:19 main:581] : INFO : Epoch 1774 | loss: 0.0311791 | val_loss: 0.0311885 | Time: 2003.29 ms [2021-11-23 23:35:21 main:581] : INFO : Epoch 1775 | loss: 0.0311784 | val_loss: 0.0311869 | Time: 1992.44 ms [2021-11-23 23:35:23 main:581] : INFO : Epoch 1776 | loss: 0.0311782 | val_loss: 0.031187 | Time: 1995.2 ms [2021-11-23 23:35:25 main:581] : INFO : Epoch 1777 | loss: 0.0311785 | val_loss: 0.0311871 | Time: 1992.8 ms [2021-11-23 23:35:27 main:581] : INFO : Epoch 1778 | loss: 0.0311772 | val_loss: 0.0311862 | Time: 2010.05 ms [2021-11-23 23:35:29 main:581] : INFO : Epoch 1779 | loss: 0.0311779 | val_loss: 0.0311865 | Time: 1985.64 ms [2021-11-23 23:35:31 main:581] : INFO : Epoch 1780 | loss: 0.0311774 | val_loss: 0.0311859 | Time: 2007.21 ms [2021-11-23 23:35:33 main:581] : INFO : Epoch 1781 | loss: 0.0311777 | val_loss: 0.0311862 | Time: 1992.9 ms [2021-11-23 23:35:35 main:581] : INFO : Epoch 1782 | loss: 0.0311769 | val_loss: 0.0311869 | Time: 1986 ms [2021-11-23 23:35:37 main:581] : INFO : Epoch 1783 | loss: 0.0311774 | val_loss: 0.0311888 | Time: 2016.56 ms [2021-11-23 23:35:39 main:581] : INFO : Epoch 1784 | loss: 0.0311777 | val_loss: 0.0311892 | Time: 2008.23 ms [2021-11-23 23:35:41 main:581] : INFO : Epoch 1785 | loss: 0.0311811 | val_loss: 0.0311874 | Time: 1986.69 ms [2021-11-23 23:35:43 main:581] : INFO : Epoch 1786 | loss: 0.0311825 | val_loss: 0.0311856 | Time: 1980.57 ms [2021-11-23 23:35:45 main:581] : INFO : Epoch 1787 | loss: 0.0311798 | val_loss: 0.0311868 | Time: 2010.2 ms [2021-11-23 23:35:47 main:581] : INFO : Epoch 1788 | loss: 0.0311782 | val_loss: 0.0311867 | Time: 2011.56 ms [2021-11-23 23:35:49 main:581] : INFO : Epoch 1789 | loss: 0.031177 | val_loss: 0.0311883 | Time: 1972.17 ms [2021-11-23 23:35:51 main:581] : INFO : Epoch 1790 | loss: 0.0311771 | val_loss: 0.0311869 | Time: 2006.56 ms [2021-11-23 23:35:53 main:581] : INFO : Epoch 1791 | loss: 0.0311775 | val_loss: 0.0311896 | Time: 2002.64 ms [2021-11-23 23:35:55 main:581] : INFO : Epoch 1792 | loss: 0.0311794 | val_loss: 0.0311918 | Time: 1991.19 ms [2021-11-23 23:35:57 main:581] : INFO : Epoch 1793 | loss: 0.0311837 | val_loss: 0.0311897 | Time: 1986.77 ms [2021-11-23 23:35:59 main:581] : INFO : Epoch 1794 | loss: 0.0311858 | val_loss: 0.0311901 | Time: 1985.87 ms [2021-11-23 23:36:01 main:581] : INFO : Epoch 1795 | loss: 0.0311892 | val_loss: 0.0311899 | Time: 1990.89 ms [2021-11-23 23:36:03 main:581] : INFO : Epoch 1796 | loss: 0.0311876 | val_loss: 0.0311893 | Time: 1989.34 ms [2021-11-23 23:36:05 main:581] : INFO : Epoch 1797 | loss: 0.0311866 | val_loss: 0.0311896 | Time: 1990.94 ms [2021-11-23 23:36:07 main:581] : INFO : Epoch 1798 | loss: 0.031184 | val_loss: 0.0311885 | Time: 2004.37 ms [2021-11-23 23:36:09 main:581] : INFO : Epoch 1799 | loss: 0.0311825 | val_loss: 0.0311893 | Time: 2005.99 ms [2021-11-23 23:36:11 main:581] : INFO : Epoch 1800 | loss: 0.0311822 | val_loss: 0.0311879 | Time: 1979.24 ms [2021-11-23 23:36:13 main:581] : INFO : Epoch 1801 | loss: 0.0311814 | val_loss: 0.0311876 | Time: 1985.09 ms [2021-11-23 23:36:15 main:581] : INFO : Epoch 1802 | loss: 0.0311817 | val_loss: 0.0311877 | Time: 1976.74 ms [2021-11-23 23:36:17 main:581] : INFO : Epoch 1803 | loss: 0.0311827 | val_loss: 0.0311875 | Time: 2005.24 ms [2021-11-23 23:36:19 main:581] : INFO : Epoch 1804 | loss: 0.0311812 | val_loss: 0.0311871 | Time: 2045.17 ms [2021-11-23 23:36:21 main:581] : INFO : Epoch 1805 | loss: 0.0311803 | val_loss: 0.0311862 | Time: 2002.99 ms [2021-11-23 23:36:23 main:581] : INFO : Epoch 1806 | loss: 0.0311797 | val_loss: 0.0311857 | Time: 2010.55 ms [2021-11-23 23:36:25 main:581] : INFO : Epoch 1807 | loss: 0.0311787 | val_loss: 0.0311864 | Time: 2005.74 ms [2021-11-23 23:36:27 main:581] : INFO : Epoch 1808 | loss: 0.0311794 | val_loss: 0.0311883 | Time: 1994.44 ms [2021-11-23 23:36:29 main:581] : INFO : Epoch 1809 | loss: 0.0311793 | val_loss: 0.0311882 | Time: 1988.5 ms [2021-11-23 23:36:31 main:581] : INFO : Epoch 1810 | loss: 0.0311779 | val_loss: 0.0311853 | Time: 1998.59 ms [2021-11-23 23:36:33 main:581] : INFO : Epoch 1811 | loss: 0.0311769 | val_loss: 0.0311858 | Time: 1987.75 ms [2021-11-23 23:36:35 main:581] : INFO : Epoch 1812 | loss: 0.0311771 | val_loss: 0.0311861 | Time: 1989.02 ms [2021-11-23 23:36:37 main:581] : INFO : Epoch 1813 | loss: 0.0311771 | val_loss: 0.031186 | Time: 2003.13 ms [2021-11-23 23:36:39 main:581] : INFO : Epoch 1814 | loss: 0.0311767 | val_loss: 0.0311867 | Time: 1968.54 ms [2021-11-23 23:36:41 main:581] : INFO : Epoch 1815 | loss: 0.0311767 | val_loss: 0.0311859 | Time: 1989.26 ms [2021-11-23 23:36:43 main:581] : INFO : Epoch 1816 | loss: 0.0311752 | val_loss: 0.0311867 | Time: 2009.38 ms [2021-11-23 23:36:45 main:581] : INFO : Epoch 1817 | loss: 0.0311753 | val_loss: 0.0311884 | Time: 1992.93 ms [2021-11-23 23:36:47 main:581] : INFO : Epoch 1818 | loss: 0.0311769 | val_loss: 0.0311888 | Time: 1988.01 ms [2021-11-23 23:36:49 main:581] : INFO : Epoch 1819 | loss: 0.0311753 | val_loss: 0.0311871 | Time: 1985.59 ms [2021-11-23 23:36:51 main:581] : INFO : Epoch 1820 | loss: 0.0311745 | val_loss: 0.0311867 | Time: 2016.28 ms [2021-11-23 23:36:53 main:581] : INFO : Epoch 1821 | loss: 0.0311746 | val_loss: 0.0311864 | Time: 2007.82 ms [2021-11-23 23:36:55 main:581] : INFO : Epoch 1822 | loss: 0.031174 | val_loss: 0.0311849 | Time: 1987.5 ms [2021-11-23 23:36:57 main:581] : INFO : Epoch 1823 | loss: 0.0311738 | val_loss: 0.0311854 | Time: 1987.52 ms [2021-11-23 23:36:59 main:581] : INFO : Epoch 1824 | loss: 0.0311736 | val_loss: 0.0311848 | Time: 2000.89 ms [2021-11-23 23:37:01 main:581] : INFO : Epoch 1825 | loss: 0.0311729 | val_loss: 0.0311874 | Time: 1981.51 ms [2021-11-23 23:37:03 main:581] : INFO : Epoch 1826 | loss: 0.0311732 | val_loss: 0.0311861 | Time: 1972.62 ms [2021-11-23 23:37:05 main:581] : INFO : Epoch 1827 | loss: 0.031173 | val_loss: 0.031187 | Time: 2000.79 ms [2021-11-23 23:37:07 main:581] : INFO : Epoch 1828 | loss: 0.0311738 | val_loss: 0.0311836 | Time: 2005.32 ms [2021-11-23 23:37:09 main:581] : INFO : Epoch 1829 | loss: 0.0311729 | val_loss: 0.0311837 | Time: 1989.69 ms [2021-11-23 23:37:11 main:581] : INFO : Epoch 1830 | loss: 0.0311719 | val_loss: 0.0311866 | Time: 2000.74 ms [2021-11-23 23:37:13 main:581] : INFO : Epoch 1831 | loss: 0.031173 | val_loss: 0.0311894 | Time: 2002.18 ms [2021-11-23 23:37:15 main:581] : INFO : Epoch 1832 | loss: 0.0311745 | val_loss: 0.0311873 | Time: 1996.77 ms [2021-11-23 23:37:17 main:581] : INFO : Epoch 1833 | loss: 0.0311737 | val_loss: 0.0311877 | Time: 1993.64 ms [2021-11-23 23:37:19 main:581] : INFO : Epoch 1834 | loss: 0.0311735 | val_loss: 0.0311883 | Time: 1975.02 ms [2021-11-23 23:37:21 main:581] : INFO : Epoch 1835 | loss: 0.0311734 | val_loss: 0.0311868 | Time: 1991.85 ms [2021-11-23 23:37:23 main:581] : INFO : Epoch 1836 | loss: 0.0311723 | val_loss: 0.0311865 | Time: 1993.53 ms [2021-11-23 23:37:25 main:581] : INFO : Epoch 1837 | loss: 0.0311727 | val_loss: 0.0311855 | Time: 2054.26 ms [2021-11-23 23:37:27 main:581] : INFO : Epoch 1838 | loss: 0.0311752 | val_loss: 0.031186 | Time: 1999.31 ms [2021-11-23 23:37:29 main:581] : INFO : Epoch 1839 | loss: 0.0311773 | val_loss: 0.0311873 | Time: 2001.93 ms [2021-11-23 23:37:31 main:581] : INFO : Epoch 1840 | loss: 0.0311766 | val_loss: 0.031188 | Time: 2004.03 ms [2021-11-23 23:37:33 main:581] : INFO : Epoch 1841 | loss: 0.0311743 | val_loss: 0.0311827 | Time: 2002.94 ms [2021-11-23 23:37:35 main:581] : INFO : Epoch 1842 | loss: 0.0311732 | val_loss: 0.0311845 | Time: 1978.02 ms [2021-11-23 23:37:37 main:581] : INFO : Epoch 1843 | loss: 0.0311743 | val_loss: 0.0311859 | Time: 1989.81 ms [2021-11-23 23:37:39 main:581] : INFO : Epoch 1844 | loss: 0.031173 | val_loss: 0.031184 | Time: 1983.79 ms [2021-11-23 23:37:41 main:581] : INFO : Epoch 1845 | loss: 0.0311724 | val_loss: 0.0311923 | Time: 1984.19 ms [2021-11-23 23:37:43 main:581] : INFO : Epoch 1846 | loss: 0.0311731 | val_loss: 0.0311849 | Time: 1996.44 ms [2021-11-23 23:37:45 main:581] : INFO : Epoch 1847 | loss: 0.0311713 | val_loss: 0.0311867 | Time: 2009.51 ms [2021-11-23 23:37:47 main:581] : INFO : Epoch 1848 | loss: 0.0311729 | val_loss: 0.0311865 | Time: 2005.7 ms [2021-11-23 23:37:49 main:581] : INFO : Epoch 1849 | loss: 0.0311716 | val_loss: 0.0311855 | Time: 1990.85 ms [2021-11-23 23:37:51 main:581] : INFO : Epoch 1850 | loss: 0.0311726 | val_loss: 0.0311859 | Time: 1995.83 ms [2021-11-23 23:37:53 main:581] : INFO : Epoch 1851 | loss: 0.0311749 | val_loss: 0.0311853 | Time: 1979.64 ms [2021-11-23 23:37:54 main:581] : INFO : Epoch 1852 | loss: 0.0311755 | val_loss: 0.0311867 | Time: 1972.93 ms [2021-11-23 23:37:56 main:581] : INFO : Epoch 1853 | loss: 0.0311748 | val_loss: 0.0311871 | Time: 1994.35 ms [2021-11-23 23:37:58 main:581] : INFO : Epoch 1854 | loss: 0.0311732 | val_loss: 0.0311848 | Time: 2020.19 ms [2021-11-23 23:38:00 main:581] : INFO : Epoch 1855 | loss: 0.0311716 | val_loss: 0.0311843 | Time: 1994.44 ms [2021-11-23 23:38:02 main:581] : INFO : Epoch 1856 | loss: 0.0311714 | val_loss: 0.0311846 | Time: 1996.34 ms [2021-11-23 23:38:04 main:581] : INFO : Epoch 1857 | loss: 0.0311719 | val_loss: 0.0311868 | Time: 1999.48 ms [2021-11-23 23:38:06 main:581] : INFO : Epoch 1858 | loss: 0.0311701 | val_loss: 0.0311839 | Time: 1997.32 ms [2021-11-23 23:38:08 main:581] : INFO : Epoch 1859 | loss: 0.0311703 | val_loss: 0.0311843 | Time: 1997.74 ms [2021-11-23 23:38:10 main:581] : INFO : Epoch 1860 | loss: 0.0311697 | val_loss: 0.0311848 | Time: 2000.45 ms [2021-11-23 23:38:12 main:581] : INFO : Epoch 1861 | loss: 0.0311706 | val_loss: 0.0311842 | Time: 1985.97 ms [2021-11-23 23:38:14 main:581] : INFO : Epoch 1862 | loss: 0.03117 | val_loss: 0.0311868 | Time: 1991.16 ms [2021-11-23 23:38:16 main:581] : INFO : Epoch 1863 | loss: 0.0311737 | val_loss: 0.0311863 | Time: 1993.69 ms [2021-11-23 23:38:18 main:581] : INFO : Epoch 1864 | loss: 0.0311734 | val_loss: 0.031186 | Time: 1992.29 ms [2021-11-23 23:38:20 main:581] : INFO : Epoch 1865 | loss: 0.0311736 | val_loss: 0.0311847 | Time: 1989.12 ms [2021-11-23 23:38:22 main:581] : INFO : Epoch 1866 | loss: 0.0311734 | val_loss: 0.0311839 | Time: 1971.26 ms [2021-11-23 23:38:24 main:581] : INFO : Epoch 1867 | loss: 0.0311729 | val_loss: 0.0311848 | Time: 1998.66 ms [2021-11-23 23:38:26 main:581] : INFO : Epoch 1868 | loss: 0.0311742 | val_loss: 0.0311844 | Time: 1989.07 ms [2021-11-23 23:38:28 main:581] : INFO : Epoch 1869 | loss: 0.0311724 | val_loss: 0.0311841 | Time: 1983.1 ms [2021-11-23 23:38:30 main:581] : INFO : Epoch 1870 | loss: 0.0311731 | val_loss: 0.0311872 | Time: 2016.57 ms [2021-11-23 23:38:32 main:581] : INFO : Epoch 1871 | loss: 0.0311774 | val_loss: 0.0311899 | Time: 1973.72 ms [2021-11-23 23:38:34 main:581] : INFO : Epoch 1872 | loss: 0.0311863 | val_loss: 0.0311915 | Time: 2005.47 ms [2021-11-23 23:38:36 main:581] : INFO : Epoch 1873 | loss: 0.0311926 | val_loss: 0.031196 | Time: 1996.92 ms [2021-11-23 23:38:38 main:581] : INFO : Epoch 1874 | loss: 0.031197 | val_loss: 0.0311958 | Time: 1995.58 ms [2021-11-23 23:38:40 main:581] : INFO : Epoch 1875 | loss: 0.0311959 | val_loss: 0.0311952 | Time: 1974.58 ms [2021-11-23 23:38:42 main:581] : INFO : Epoch 1876 | loss: 0.0311947 | val_loss: 0.0311976 | Time: 1967.68 ms [2021-11-23 23:38:44 main:581] : INFO : Epoch 1877 | loss: 0.031195 | val_loss: 0.0311941 | Time: 1969.51 ms [2021-11-23 23:38:46 main:581] : INFO : Epoch 1878 | loss: 0.0311935 | val_loss: 0.0311981 | Time: 1970.09 ms [2021-11-23 23:38:48 main:581] : INFO : Epoch 1879 | loss: 0.031193 | val_loss: 0.0311927 | Time: 1991.28 ms [2021-11-23 23:38:50 main:581] : INFO : Epoch 1880 | loss: 0.0311907 | val_loss: 0.0311989 | Time: 1987.8 ms [2021-11-23 23:38:52 main:581] : INFO : Epoch 1881 | loss: 0.0311935 | val_loss: 0.0311921 | Time: 1961.06 ms [2021-11-23 23:38:54 main:581] : INFO : Epoch 1882 | loss: 0.0311932 | val_loss: 0.0311919 | Time: 1978.69 ms [2021-11-23 23:38:56 main:581] : INFO : Epoch 1883 | loss: 0.0311913 | val_loss: 0.0311954 | Time: 1968.75 ms [2021-11-23 23:38:58 main:581] : INFO : Epoch 1884 | loss: 0.0311914 | val_loss: 0.0311914 | Time: 1993.55 ms [2021-11-23 23:39:00 main:581] : INFO : Epoch 1885 | loss: 0.0311879 | val_loss: 0.0311919 | Time: 1987.73 ms [2021-11-23 23:39:02 main:581] : INFO : Epoch 1886 | loss: 0.0311873 | val_loss: 0.0311902 | Time: 2018.97 ms [2021-11-23 23:39:04 main:581] : INFO : Epoch 1887 | loss: 0.0311871 | val_loss: 0.0311909 | Time: 2022.27 ms [2021-11-23 23:39:06 main:581] : INFO : Epoch 1888 | loss: 0.0311881 | val_loss: 0.0311916 | Time: 2004.07 ms [2021-11-23 23:39:08 main:581] : INFO : Epoch 1889 | loss: 0.0311898 | val_loss: 0.0311911 | Time: 1993.5 ms [2021-11-23 23:39:10 main:581] : INFO : Epoch 1890 | loss: 0.0311873 | val_loss: 0.0311904 | Time: 1975.32 ms [2021-11-23 23:39:12 main:581] : INFO : Epoch 1891 | loss: 0.0311861 | val_loss: 0.0311892 | Time: 1961.9 ms [2021-11-23 23:39:14 main:581] : INFO : Epoch 1892 | loss: 0.0311856 | val_loss: 0.0311945 | Time: 1977.35 ms [2021-11-23 23:39:16 main:581] : INFO : Epoch 1893 | loss: 0.0311861 | val_loss: 0.0311886 | Time: 1970.97 ms [2021-11-23 23:39:18 main:581] : INFO : Epoch 1894 | loss: 0.0311848 | val_loss: 0.031189 | Time: 1970.29 ms [2021-11-23 23:39:20 main:581] : INFO : Epoch 1895 | loss: 0.0311855 | val_loss: 0.0311895 | Time: 1963.45 ms [2021-11-23 23:39:22 main:581] : INFO : Epoch 1896 | loss: 0.0311846 | val_loss: 0.0311884 | Time: 1977.16 ms [2021-11-23 23:39:24 main:581] : INFO : Epoch 1897 | loss: 0.0311841 | val_loss: 0.0311881 | Time: 1985.76 ms [2021-11-23 23:39:26 main:581] : INFO : Epoch 1898 | loss: 0.0311846 | val_loss: 0.0311893 | Time: 1973.47 ms [2021-11-23 23:39:28 main:581] : INFO : Epoch 1899 | loss: 0.0311854 | val_loss: 0.0311878 | Time: 1986.28 ms [2021-11-23 23:39:30 main:581] : INFO : Epoch 1900 | loss: 0.0311839 | val_loss: 0.0311904 | Time: 1978.3 ms [2021-11-23 23:39:32 main:581] : INFO : Epoch 1901 | loss: 0.0311839 | val_loss: 0.0311887 | Time: 1989.25 ms [2021-11-23 23:39:34 main:581] : INFO : Epoch 1902 | loss: 0.0311833 | val_loss: 0.0311889 | Time: 1981.72 ms [2021-11-23 23:39:36 main:581] : INFO : Epoch 1903 | loss: 0.0311824 | val_loss: 0.0311876 | Time: 2015.86 ms [2021-11-23 23:39:38 main:581] : INFO : Epoch 1904 | loss: 0.0311825 | val_loss: 0.0311926 | Time: 1994.81 ms [2021-11-23 23:39:40 main:581] : INFO : Epoch 1905 | loss: 0.0311835 | val_loss: 0.0311895 | Time: 1982.38 ms [2021-11-23 23:39:42 main:581] : INFO : Epoch 1906 | loss: 0.0311822 | val_loss: 0.0311883 | Time: 1993.16 ms [2021-11-23 23:39:44 main:581] : INFO : Epoch 1907 | loss: 0.0311813 | val_loss: 0.0311922 | Time: 1993.94 ms [2021-11-23 23:39:46 main:581] : INFO : Epoch 1908 | loss: 0.0311821 | val_loss: 0.0311882 | Time: 1989.58 ms [2021-11-23 23:39:48 main:581] : INFO : Epoch 1909 | loss: 0.0311814 | val_loss: 0.0311902 | Time: 2000.48 ms [2021-11-23 23:39:50 main:581] : INFO : Epoch 1910 | loss: 0.0311806 | val_loss: 0.0311902 | Time: 1986.01 ms [2021-11-23 23:39:52 main:581] : INFO : Epoch 1911 | loss: 0.0311803 | val_loss: 0.0311888 | Time: 1986.92 ms [2021-11-23 23:39:54 main:581] : INFO : Epoch 1912 | loss: 0.0311794 | val_loss: 0.031189 | Time: 1991.56 ms [2021-11-23 23:39:56 main:581] : INFO : Epoch 1913 | loss: 0.0311799 | val_loss: 0.03119 | Time: 1986.17 ms [2021-11-23 23:39:58 main:581] : INFO : Epoch 1914 | loss: 0.0311794 | val_loss: 0.0311905 | Time: 1988.99 ms [2021-11-23 23:40:00 main:581] : INFO : Epoch 1915 | loss: 0.0311791 | val_loss: 0.0311919 | Time: 1985.91 ms [2021-11-23 23:40:02 main:581] : INFO : Epoch 1916 | loss: 0.031179 | val_loss: 0.0311887 | Time: 2010.52 ms [2021-11-23 23:40:04 main:581] : INFO : Epoch 1917 | loss: 0.031179 | val_loss: 0.0311896 | Time: 2013.27 ms [2021-11-23 23:40:06 main:581] : INFO : Epoch 1918 | loss: 0.0311786 | val_loss: 0.0311892 | Time: 2013.58 ms [2021-11-23 23:40:08 main:581] : INFO : Epoch 1919 | loss: 0.0311784 | val_loss: 0.031189 | Time: 2027 ms [2021-11-23 23:40:10 main:581] : INFO : Epoch 1920 | loss: 0.0311791 | val_loss: 0.0311884 | Time: 2043.54 ms [2021-11-23 23:40:12 main:581] : INFO : Epoch 1921 | loss: 0.0311773 | val_loss: 0.0311877 | Time: 2003.33 ms [2021-11-23 23:40:14 main:581] : INFO : Epoch 1922 | loss: 0.0311804 | val_loss: 0.0311886 | Time: 2006.04 ms [2021-11-23 23:40:16 main:581] : INFO : Epoch 1923 | loss: 0.0311819 | val_loss: 0.0311889 | Time: 2010.28 ms [2021-11-23 23:40:18 main:581] : INFO : Epoch 1924 | loss: 0.0311795 | val_loss: 0.0311889 | Time: 1996.25 ms [2021-11-23 23:40:20 main:581] : INFO : Epoch 1925 | loss: 0.0311784 | val_loss: 0.0311908 | Time: 2007.82 ms [2021-11-23 23:40:22 main:581] : INFO : Epoch 1926 | loss: 0.0311795 | val_loss: 0.0311875 | Time: 2012.14 ms [2021-11-23 23:40:24 main:581] : INFO : Epoch 1927 | loss: 0.0311811 | val_loss: 0.0311873 | Time: 2008.35 ms [2021-11-23 23:40:26 main:581] : INFO : Epoch 1928 | loss: 0.0311791 | val_loss: 0.0311891 | Time: 2025.45 ms [2021-11-23 23:40:28 main:581] : INFO : Epoch 1929 | loss: 0.0311779 | val_loss: 0.031187 | Time: 2018.43 ms [2021-11-23 23:40:30 main:581] : INFO : Epoch 1930 | loss: 0.0311781 | val_loss: 0.0311892 | Time: 2005.01 ms [2021-11-23 23:40:32 main:581] : INFO : Epoch 1931 | loss: 0.0311781 | val_loss: 0.0311865 | Time: 1984.67 ms [2021-11-23 23:40:34 main:581] : INFO : Epoch 1932 | loss: 0.0311785 | val_loss: 0.0311885 | Time: 1975.78 ms [2021-11-23 23:40:36 main:581] : INFO : Epoch 1933 | loss: 0.031177 | val_loss: 0.0311946 | Time: 1975.06 ms [2021-11-23 23:40:38 main:581] : INFO : Epoch 1934 | loss: 0.0311767 | val_loss: 0.0311859 | Time: 1996.21 ms [2021-11-23 23:40:40 main:581] : INFO : Epoch 1935 | loss: 0.0311762 | val_loss: 0.0311878 | Time: 1992.22 ms [2021-11-23 23:40:42 main:581] : INFO : Epoch 1936 | loss: 0.0311751 | val_loss: 0.0311931 | Time: 2011.44 ms [2021-11-23 23:40:44 main:581] : INFO : Epoch 1937 | loss: 0.0311784 | val_loss: 0.0311861 | Time: 2021.86 ms [2021-11-23 23:40:46 main:581] : INFO : Epoch 1938 | loss: 0.0311745 | val_loss: 0.0311885 | Time: 1993.53 ms [2021-11-23 23:40:48 main:581] : INFO : Epoch 1939 | loss: 0.0311747 | val_loss: 0.031188 | Time: 1985.75 ms [2021-11-23 23:40:50 main:581] : INFO : Epoch 1940 | loss: 0.0311756 | val_loss: 0.0311884 | Time: 1965.48 ms [2021-11-23 23:40:52 main:581] : INFO : Epoch 1941 | loss: 0.0311743 | val_loss: 0.031188 | Time: 1993.08 ms [2021-11-23 23:40:54 main:581] : INFO : Epoch 1942 | loss: 0.0311733 | val_loss: 0.0311866 | Time: 1997.02 ms [2021-11-23 23:40:56 main:581] : INFO : Epoch 1943 | loss: 0.0311731 | val_loss: 0.0311875 | Time: 1976.3 ms [2021-11-23 23:40:58 main:581] : INFO : Epoch 1944 | loss: 0.0311754 | val_loss: 0.0311865 | Time: 1988.29 ms [2021-11-23 23:41:00 main:581] : INFO : Epoch 1945 | loss: 0.0311776 | val_loss: 0.0311852 | Time: 2002.03 ms [2021-11-23 23:41:02 main:581] : INFO : Epoch 1946 | loss: 0.0311781 | val_loss: 0.0311864 | Time: 1994.55 ms [2021-11-23 23:41:04 main:581] : INFO : Epoch 1947 | loss: 0.0311791 | val_loss: 0.0311875 | Time: 1998.16 ms [2021-11-23 23:41:06 main:581] : INFO : Epoch 1948 | loss: 0.0311765 | val_loss: 0.0311844 | Time: 2009.49 ms [2021-11-23 23:41:08 main:581] : INFO : Epoch 1949 | loss: 0.0311751 | val_loss: 0.0311838 | Time: 1989.71 ms [2021-11-23 23:41:10 main:581] : INFO : Epoch 1950 | loss: 0.0311769 | val_loss: 0.0311848 | Time: 1987.22 ms [2021-11-23 23:41:12 main:581] : INFO : Epoch 1951 | loss: 0.0311747 | val_loss: 0.0311845 | Time: 1968.37 ms [2021-11-23 23:41:14 main:581] : INFO : Epoch 1952 | loss: 0.0311733 | val_loss: 0.031184 | Time: 1983.95 ms [2021-11-23 23:41:16 main:581] : INFO : Epoch 1953 | loss: 0.0311734 | val_loss: 0.0311849 | Time: 2029.48 ms [2021-11-23 23:41:18 main:581] : INFO : Epoch 1954 | loss: 0.0311754 | val_loss: 0.0311843 | Time: 1985.62 ms [2021-11-23 23:41:20 main:581] : INFO : Epoch 1955 | loss: 0.0311747 | val_loss: 0.0311858 | Time: 1989.84 ms [2021-11-23 23:41:22 main:581] : INFO : Epoch 1956 | loss: 0.0311748 | val_loss: 0.0311857 | Time: 1986.03 ms [2021-11-23 23:41:24 main:581] : INFO : Epoch 1957 | loss: 0.0311737 | val_loss: 0.031186 | Time: 1985.84 ms [2021-11-23 23:41:26 main:581] : INFO : Epoch 1958 | loss: 0.0311721 | val_loss: 0.0311836 | Time: 1992.39 ms [2021-11-23 23:41:28 main:581] : INFO : Epoch 1959 | loss: 0.0311732 | val_loss: 0.0311845 | Time: 1995.06 ms [2021-11-23 23:41:30 main:581] : INFO : Epoch 1960 | loss: 0.0311745 | val_loss: 0.031186 | Time: 2022.05 ms [2021-11-23 23:41:32 main:581] : INFO : Epoch 1961 | loss: 0.0311736 | val_loss: 0.0311839 | Time: 1983.14 ms [2021-11-23 23:41:34 main:581] : INFO : Epoch 1962 | loss: 0.0311745 | val_loss: 0.0311859 | Time: 1973.28 ms [2021-11-23 23:41:36 main:581] : INFO : Epoch 1963 | loss: 0.0311732 | val_loss: 0.0311957 | Time: 1966.82 ms [2021-11-23 23:41:38 main:581] : INFO : Epoch 1964 | loss: 0.0311761 | val_loss: 0.0311879 | Time: 1991.32 ms [2021-11-23 23:41:40 main:581] : INFO : Epoch 1965 | loss: 0.031175 | val_loss: 0.0311858 | Time: 2000.17 ms [2021-11-23 23:41:42 main:581] : INFO : Epoch 1966 | loss: 0.031176 | val_loss: 0.0311853 | Time: 1996.57 ms [2021-11-23 23:41:44 main:581] : INFO : Epoch 1967 | loss: 0.0311744 | val_loss: 0.0311857 | Time: 2010.4 ms [2021-11-23 23:41:46 main:581] : INFO : Epoch 1968 | loss: 0.0311745 | val_loss: 0.0311902 | Time: 1985.02 ms [2021-11-23 23:41:48 main:581] : INFO : Epoch 1969 | loss: 0.0311784 | val_loss: 0.031184 | Time: 2024.48 ms [2021-11-23 23:41:50 main:581] : INFO : Epoch 1970 | loss: 0.0311755 | val_loss: 0.031185 | Time: 2009.58 ms [2021-11-23 23:41:52 main:581] : INFO : Epoch 1971 | loss: 0.0311747 | val_loss: 0.031189 | Time: 2016.82 ms [2021-11-23 23:41:54 main:581] : INFO : Epoch 1972 | loss: 0.0311742 | val_loss: 0.0311847 | Time: 1987.47 ms [2021-11-23 23:41:56 main:581] : INFO : Epoch 1973 | loss: 0.0311732 | val_loss: 0.0311861 | Time: 1983.19 ms [2021-11-23 23:41:58 main:581] : INFO : Epoch 1974 | loss: 0.0311811 | val_loss: 0.0311963 | Time: 2013.64 ms [2021-11-23 23:42:00 main:581] : INFO : Epoch 1975 | loss: 0.0311822 | val_loss: 0.031185 | Time: 1987.23 ms [2021-11-23 23:42:02 main:581] : INFO : Epoch 1976 | loss: 0.0311807 | val_loss: 0.0311858 | Time: 1991.48 ms [2021-11-23 23:42:04 main:581] : INFO : Epoch 1977 | loss: 0.0311795 | val_loss: 0.0311828 | Time: 1981.65 ms [2021-11-23 23:42:06 main:581] : INFO : Epoch 1978 | loss: 0.031175 | val_loss: 0.0311846 | Time: 2016.03 ms [2021-11-23 23:42:08 main:581] : INFO : Epoch 1979 | loss: 0.0311749 | val_loss: 0.0311842 | Time: 2017.86 ms [2021-11-23 23:42:10 main:581] : INFO : Epoch 1980 | loss: 0.0311757 | val_loss: 0.0311883 | Time: 2005.17 ms [2021-11-23 23:42:12 main:581] : INFO : Epoch 1981 | loss: 0.0311737 | val_loss: 0.0311879 | Time: 2017.95 ms [2021-11-23 23:42:14 main:581] : INFO : Epoch 1982 | loss: 0.0311765 | val_loss: 0.0311842 | Time: 2019.79 ms [2021-11-23 23:42:16 main:581] : INFO : Epoch 1983 | loss: 0.0311743 | val_loss: 0.0311859 | Time: 2003.2 ms [2021-11-23 23:42:18 main:581] : INFO : Epoch 1984 | loss: 0.0311743 | val_loss: 0.0311849 | Time: 2000.87 ms [2021-11-23 23:42:20 main:581] : INFO : Epoch 1985 | loss: 0.0311736 | val_loss: 0.031185 | Time: 2008.11 ms [2021-11-23 23:42:22 main:581] : INFO : Epoch 1986 | loss: 0.0311729 | val_loss: 0.0311845 | Time: 2039.03 ms [2021-11-23 23:42:24 main:581] : INFO : Epoch 1987 | loss: 0.0311718 | val_loss: 0.0311853 | Time: 1995.42 ms [2021-11-23 23:42:26 main:581] : INFO : Epoch 1988 | loss: 0.0311708 | val_loss: 0.0311864 | Time: 2003.71 ms [2021-11-23 23:42:28 main:581] : INFO : Epoch 1989 | loss: 0.0311711 | val_loss: 0.0311855 | Time: 1985.99 ms [2021-11-23 23:42:30 main:581] : INFO : Epoch 1990 | loss: 0.0311714 | val_loss: 0.0311833 | Time: 1988.05 ms [2021-11-23 23:42:32 main:581] : INFO : Epoch 1991 | loss: 0.0311741 | val_loss: 0.0311876 | Time: 1987.06 ms [2021-11-23 23:42:34 main:581] : INFO : Epoch 1992 | loss: 0.0311721 | val_loss: 0.0311847 | Time: 1994.38 ms [2021-11-23 23:42:36 main:581] : INFO : Epoch 1993 | loss: 0.0311725 | val_loss: 0.0311849 | Time: 1989.93 ms [2021-11-23 23:42:38 main:581] : INFO : Epoch 1994 | loss: 0.0311717 | val_loss: 0.0311837 | Time: 1986.85 ms [2021-11-23 23:42:40 main:581] : INFO : Epoch 1995 | loss: 0.0311707 | val_loss: 0.0311834 | Time: 1971.55 ms [2021-11-23 23:42:42 main:581] : INFO : Epoch 1996 | loss: 0.0311699 | val_loss: 0.0311831 | Time: 1968.05 ms [2021-11-23 23:42:44 main:581] : INFO : Epoch 1997 | loss: 0.031168 | val_loss: 0.0311839 | Time: 1980.26 ms [2021-11-23 23:42:46 main:581] : INFO : Epoch 1998 | loss: 0.031168 | val_loss: 0.031182 | Time: 1980.64 ms [2021-11-23 23:42:48 main:581] : INFO : Epoch 1999 | loss: 0.0311718 | val_loss: 0.0311846 | Time: 1969.23 ms [2021-11-23 23:42:50 main:581] : INFO : Epoch 2000 | loss: 0.0311697 | val_loss: 0.0311832 | Time: 1985.96 ms [2021-11-23 23:42:52 main:581] : INFO : Epoch 2001 | loss: 0.031169 | val_loss: 0.0311858 | Time: 1984.47 ms [2021-11-23 23:42:54 main:581] : INFO : Epoch 2002 | loss: 0.0311702 | val_loss: 0.0311853 | Time: 2004.32 ms [2021-11-23 23:42:56 main:581] : INFO : Epoch 2003 | loss: 0.0311694 | val_loss: 0.0311843 | Time: 2020.48 ms [2021-11-23 23:42:58 main:581] : INFO : Epoch 2004 | loss: 0.0311672 | val_loss: 0.0311856 | Time: 1976.86 ms [2021-11-23 23:43:00 main:581] : INFO : Epoch 2005 | loss: 0.0311658 | val_loss: 0.0311835 | Time: 1976.63 ms [2021-11-23 23:43:02 main:581] : INFO : Epoch 2006 | loss: 0.0311692 | val_loss: 0.0311865 | Time: 2011.54 ms [2021-11-23 23:43:04 main:581] : INFO : Epoch 2007 | loss: 0.0311719 | val_loss: 0.0311835 | Time: 1980.23 ms [2021-11-23 23:43:06 main:581] : INFO : Epoch 2008 | loss: 0.0311708 | val_loss: 0.0311822 | Time: 1985.25 ms [2021-11-23 23:43:07 main:581] : INFO : Epoch 2009 | loss: 0.0311701 | val_loss: 0.0311836 | Time: 1981.5 ms [2021-11-23 23:43:09 main:581] : INFO : Epoch 2010 | loss: 0.0311729 | val_loss: 0.031182 | Time: 1986.05 ms [2021-11-23 23:43:11 main:581] : INFO : Epoch 2011 | loss: 0.031172 | val_loss: 0.0311843 | Time: 1971.65 ms [2021-11-23 23:43:13 main:581] : INFO : Epoch 2012 | loss: 0.0311712 | val_loss: 0.0311948 | Time: 1966.31 ms [2021-11-23 23:43:15 main:581] : INFO : Epoch 2013 | loss: 0.0311756 | val_loss: 0.0311822 | Time: 1975.87 ms [2021-11-23 23:43:17 main:581] : INFO : Epoch 2014 | loss: 0.0311712 | val_loss: 0.0311823 | Time: 1983.74 ms [2021-11-23 23:43:19 main:581] : INFO : Epoch 2015 | loss: 0.0311697 | val_loss: 0.0311874 | Time: 1987.85 ms [2021-11-23 23:43:21 main:581] : INFO : Epoch 2016 | loss: 0.0311705 | val_loss: 0.0311827 | Time: 1975.95 ms [2021-11-23 23:43:23 main:581] : INFO : Epoch 2017 | loss: 0.0311688 | val_loss: 0.0311838 | Time: 1949.35 ms [2021-11-23 23:43:25 main:581] : INFO : Epoch 2018 | loss: 0.0311691 | val_loss: 0.0311853 | Time: 1954.81 ms [2021-11-23 23:43:27 main:581] : INFO : Epoch 2019 | loss: 0.031169 | val_loss: 0.0311819 | Time: 2009.95 ms [2021-11-23 23:43:29 main:581] : INFO : Epoch 2020 | loss: 0.0311723 | val_loss: 0.0311847 | Time: 1981.78 ms [2021-11-23 23:43:31 main:581] : INFO : Epoch 2021 | loss: 0.0311731 | val_loss: 0.0311833 | Time: 1992.83 ms [2021-11-23 23:43:33 main:581] : INFO : Epoch 2022 | loss: 0.0311727 | val_loss: 0.0311851 | Time: 1983.57 ms [2021-11-23 23:43:35 main:581] : INFO : Epoch 2023 | loss: 0.0311742 | val_loss: 0.0311868 | Time: 1968.84 ms [2021-11-23 23:43:37 main:581] : INFO : Epoch 2024 | loss: 0.0311719 | val_loss: 0.0311835 | Time: 1968.95 ms [2021-11-23 23:43:39 main:581] : INFO : Epoch 2025 | loss: 0.0311691 | val_loss: 0.0311832 | Time: 1971.79 ms [2021-11-23 23:43:41 main:581] : INFO : Epoch 2026 | loss: 0.0311692 | val_loss: 0.0311888 | Time: 1954.62 ms [2021-11-23 23:43:43 main:581] : INFO : Epoch 2027 | loss: 0.0311699 | val_loss: 0.0311859 | Time: 1949.25 ms [2021-11-23 23:43:45 main:581] : INFO : Epoch 2028 | loss: 0.0311706 | val_loss: 0.0311848 | Time: 1943.47 ms [2021-11-23 23:43:47 main:581] : INFO : Epoch 2029 | loss: 0.031168 | val_loss: 0.0311882 | Time: 1970.09 ms [2021-11-23 23:43:49 main:581] : INFO : Epoch 2030 | loss: 0.0311676 | val_loss: 0.0311851 | Time: 1972.1 ms [2021-11-23 23:43:51 main:581] : INFO : Epoch 2031 | loss: 0.0311663 | val_loss: 0.0311853 | Time: 1987.52 ms [2021-11-23 23:43:53 main:581] : INFO : Epoch 2032 | loss: 0.0311683 | val_loss: 0.0311845 | Time: 1970.96 ms [2021-11-23 23:43:55 main:581] : INFO : Epoch 2033 | loss: 0.0311662 | val_loss: 0.0311854 | Time: 1981.06 ms [2021-11-23 23:43:57 main:581] : INFO : Epoch 2034 | loss: 0.0311662 | val_loss: 0.0311863 | Time: 1989.16 ms [2021-11-23 23:43:59 main:581] : INFO : Epoch 2035 | loss: 0.0311665 | val_loss: 0.0311867 | Time: 1977.45 ms [2021-11-23 23:44:01 main:581] : INFO : Epoch 2036 | loss: 0.0311668 | val_loss: 0.0311833 | Time: 2040.3 ms [2021-11-23 23:44:03 main:581] : INFO : Epoch 2037 | loss: 0.031165 | val_loss: 0.0311881 | Time: 2026.95 ms [2021-11-23 23:44:05 main:581] : INFO : Epoch 2038 | loss: 0.0311674 | val_loss: 0.0311845 | Time: 1997.16 ms [2021-11-23 23:44:07 main:581] : INFO : Epoch 2039 | loss: 0.031167 | val_loss: 0.0311862 | Time: 1981.62 ms [2021-11-23 23:44:09 main:581] : INFO : Epoch 2040 | loss: 0.0311661 | val_loss: 0.0311849 | Time: 1963.14 ms [2021-11-23 23:44:11 main:581] : INFO : Epoch 2041 | loss: 0.0311711 | val_loss: 0.0311831 | Time: 1969.32 ms [2021-11-23 23:44:13 main:581] : INFO : Epoch 2042 | loss: 0.0311702 | val_loss: 0.0311849 | Time: 1990.96 ms [2021-11-23 23:44:15 main:581] : INFO : Epoch 2043 | loss: 0.03117 | val_loss: 0.031185 | Time: 1998.36 ms [2021-11-23 23:44:17 main:581] : INFO : Epoch 2044 | loss: 0.0311685 | val_loss: 0.0311873 | Time: 2000.04 ms [2021-11-23 23:44:19 main:581] : INFO : Epoch 2045 | loss: 0.0311677 | val_loss: 0.0311862 | Time: 2009.49 ms [2021-11-23 23:44:21 main:581] : INFO : Epoch 2046 | loss: 0.0311663 | val_loss: 0.0311871 | Time: 1994.55 ms [2021-11-23 23:44:23 main:581] : INFO : Epoch 2047 | loss: 0.0311659 | val_loss: 0.0311854 | Time: 2007.55 ms [2021-11-23 23:44:25 main:581] : INFO : Epoch 2048 | loss: 0.0311657 | val_loss: 0.0311858 | Time: 1994.9 ms [2021-11-23 23:44:25 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311858 [2021-11-23 23:44:25 main:610] : INFO : Saving end state to config to file [2021-11-23 23:44:25 main:615] : INFO : Success, exiting.. 23:44:25 (8625): 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)