Task 14595556
| Name | ParityModified-1647047859-13001-3-0_0 |
| Workunit | 11617593 |
| Created | 10 Apr 2022, 13:18:31 UTC |
| Sent | 11 Apr 2022, 4:42:30 UTC |
| Report deadline | 19 Apr 2022, 4:42:30 UTC |
| Received | 13 Apr 2022, 5:51:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 1 hours 10 min 55 sec |
| CPU time | 1 hours 8 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,442.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 07:33:57 main:574] : INFO : Epoch 1542 | loss: 0.0311846 | val_loss: 0.0311821 | Time: 2016.95 ms [2022-04-13 07:33:59 main:574] : INFO : Epoch 1543 | loss: 0.0311834 | val_loss: 0.0311833 | Time: 2007.87 ms [2022-04-13 07:34:02 main:574] : INFO : Epoch 1544 | loss: 0.0311849 | val_loss: 0.0311832 | Time: 2003.16 ms [2022-04-13 07:34:04 main:574] : INFO : Epoch 1545 | loss: 0.031184 | val_loss: 0.0311855 | Time: 2028.58 ms [2022-04-13 07:34:06 main:574] : INFO : Epoch 1546 | loss: 0.0311838 | val_loss: 0.0311821 | Time: 1996.97 ms [2022-04-13 07:34:08 main:574] : INFO : Epoch 1547 | loss: 0.0311831 | val_loss: 0.031184 | Time: 2026.58 ms [2022-04-13 07:34:10 main:574] : INFO : Epoch 1548 | loss: 0.0311836 | val_loss: 0.0311841 | Time: 1993.01 ms [2022-04-13 07:34:12 main:574] : INFO : Epoch 1549 | loss: 0.0311852 | val_loss: 0.0311837 | Time: 1986.31 ms [2022-04-13 07:34:14 main:574] : INFO : Epoch 1550 | loss: 0.0311841 | val_loss: 0.0311846 | Time: 1988.08 ms [2022-04-13 07:34:16 main:574] : INFO : Epoch 1551 | loss: 0.0311836 | val_loss: 0.0311828 | Time: 1996.62 ms [2022-04-13 07:34:18 main:574] : INFO : Epoch 1552 | loss: 0.0311837 | val_loss: 0.0311826 | Time: 2019.46 ms [2022-04-13 07:34:20 main:574] : INFO : Epoch 1553 | loss: 0.0311835 | val_loss: 0.0311829 | Time: 2005.28 ms [2022-04-13 07:34:22 main:574] : INFO : Epoch 1554 | loss: 0.0311841 | val_loss: 0.0311826 | Time: 2014.43 ms [2022-04-13 07:34:24 main:574] : INFO : Epoch 1555 | loss: 0.0311842 | val_loss: 0.0311832 | Time: 2013.88 ms [2022-04-13 07:34:26 main:574] : INFO : Epoch 1556 | loss: 0.0311836 | val_loss: 0.0311838 | Time: 2002.23 ms [2022-04-13 07:34:28 main:574] : INFO : Epoch 1557 | loss: 0.0311826 | val_loss: 0.0311823 | Time: 1998.72 ms [2022-04-13 07:34:30 main:574] : INFO : Epoch 1558 | loss: 0.0311841 | val_loss: 0.0311851 | Time: 2019.19 ms [2022-04-13 07:34:32 main:574] : INFO : Epoch 1559 | loss: 0.0311829 | val_loss: 0.0311825 | Time: 2010.06 ms [2022-04-13 07:34:34 main:574] : INFO : Epoch 1560 | loss: 0.0311831 | val_loss: 0.0311826 | Time: 1998.43 ms [2022-04-13 07:34:36 main:574] : INFO : Epoch 1561 | loss: 0.0311822 | val_loss: 0.0311857 | Time: 1993.89 ms [2022-04-13 07:34:38 main:574] : INFO : Epoch 1562 | loss: 0.0311828 | val_loss: 0.0311822 | Time: 2032.98 ms [2022-04-13 07:34:41 main:574] : INFO : Epoch 1563 | loss: 0.0311819 | val_loss: 0.0311858 | Time: 1972.71 ms [2022-04-13 07:34:43 main:574] : INFO : Epoch 1564 | loss: 0.0311822 | val_loss: 0.0311826 | Time: 1983.29 ms [2022-04-13 07:34:45 main:574] : INFO : Epoch 1565 | loss: 0.0311826 | val_loss: 0.0311826 | Time: 2000.82 ms [2022-04-13 07:34:47 main:574] : INFO : Epoch 1566 | loss: 0.0311821 | val_loss: 0.0311841 | Time: 1998.11 ms [2022-04-13 07:34:49 main:574] : INFO : Epoch 1567 | loss: 0.0311825 | val_loss: 0.0311845 | Time: 1966.12 ms [2022-04-13 07:34:51 main:574] : INFO : Epoch 1568 | loss: 0.0311833 | val_loss: 0.0311856 | Time: 2009.55 ms [2022-04-13 07:34:53 main:574] : INFO : Epoch 1569 | loss: 0.031185 | val_loss: 0.0311849 | Time: 2010.64 ms [2022-04-13 07:34:55 main:574] : INFO : Epoch 1570 | loss: 0.0311845 | val_loss: 0.0311856 | Time: 2010.15 ms [2022-04-13 07:34:57 main:574] : INFO : Epoch 1571 | loss: 0.0311834 | val_loss: 0.0311847 | Time: 2015.99 ms [2022-04-13 07:34:59 main:574] : INFO : Epoch 1572 | loss: 0.0311829 | val_loss: 0.0311842 | Time: 1984.59 ms [2022-04-13 07:35:01 main:574] : INFO : Epoch 1573 | loss: 0.0311822 | val_loss: 0.031185 | Time: 2013.01 ms [2022-04-13 07:35:03 main:574] : INFO : Epoch 1574 | loss: 0.0311823 | val_loss: 0.0311859 | Time: 2004.85 ms [2022-04-13 07:35:05 main:574] : INFO : Epoch 1575 | loss: 0.031184 | val_loss: 0.0311857 | Time: 1998.77 ms [2022-04-13 07:35:07 main:574] : INFO : Epoch 1576 | loss: 0.0311857 | val_loss: 0.0311874 | Time: 1969.74 ms [2022-04-13 07:35:09 main:574] : INFO : Epoch 1577 | loss: 0.0311852 | val_loss: 0.0311876 | Time: 1979.83 ms [2022-04-13 07:35:11 main:574] : INFO : Epoch 1578 | loss: 0.0311841 | val_loss: 0.0311842 | Time: 2003.5 ms [2022-04-13 07:35:13 main:574] : INFO : Epoch 1579 | loss: 0.0311828 | val_loss: 0.0311848 | Time: 1998.55 ms [2022-04-13 07:35:15 main:574] : INFO : Epoch 1580 | loss: 0.0311825 | val_loss: 0.0311843 | Time: 2001.74 ms [2022-04-13 07:35:17 main:574] : INFO : Epoch 1581 | loss: 0.0311832 | val_loss: 0.0311882 | Time: 2021.43 ms [2022-04-13 07:35:19 main:574] : INFO : Epoch 1582 | loss: 0.0311826 | val_loss: 0.0311854 | Time: 2007.38 ms [2022-04-13 07:35:21 main:574] : INFO : Epoch 1583 | loss: 0.0311824 | val_loss: 0.0311834 | Time: 1986.91 ms [2022-04-13 07:35:23 main:574] : INFO : Epoch 1584 | loss: 0.031182 | val_loss: 0.0311839 | Time: 2011.44 ms [2022-04-13 07:35:25 main:574] : INFO : Epoch 1585 | loss: 0.0311823 | val_loss: 0.0311851 | Time: 2008.35 ms [2022-04-13 07:35:28 main:574] : INFO : Epoch 1586 | loss: 0.031182 | val_loss: 0.0311846 | Time: 1985.05 ms [2022-04-13 07:35:30 main:574] : INFO : Epoch 1587 | loss: 0.031182 | val_loss: 0.031185 | Time: 2042.96 ms [2022-04-13 07:35:32 main:574] : INFO : Epoch 1588 | loss: 0.0311835 | val_loss: 0.0311852 | Time: 1997.33 ms [2022-04-13 07:35:34 main:574] : INFO : Epoch 1589 | loss: 0.0311824 | val_loss: 0.0311864 | Time: 2012.94 ms [2022-04-13 07:35:36 main:574] : INFO : Epoch 1590 | loss: 0.031183 | val_loss: 0.0311871 | Time: 2033.49 ms [2022-04-13 07:35:38 main:574] : INFO : Epoch 1591 | loss: 0.0311831 | val_loss: 0.0311862 | Time: 2014.89 ms [2022-04-13 07:35:40 main:574] : INFO : Epoch 1592 | loss: 0.0311828 | val_loss: 0.031186 | Time: 2005.06 ms [2022-04-13 07:35:42 main:574] : INFO : Epoch 1593 | loss: 0.0311837 | val_loss: 0.0311843 | Time: 1972.55 ms [2022-04-13 07:35:44 main:574] : INFO : Epoch 1594 | loss: 0.0311822 | val_loss: 0.0311851 | Time: 2019.67 ms [2022-04-13 07:35:46 main:574] : INFO : Epoch 1595 | loss: 0.0311816 | val_loss: 0.0311845 | Time: 2021.5 ms [2022-04-13 07:35:48 main:574] : INFO : Epoch 1596 | loss: 0.0311809 | val_loss: 0.0311836 | Time: 2035.63 ms [2022-04-13 07:35:50 main:574] : INFO : Epoch 1597 | loss: 0.0311811 | val_loss: 0.0311832 | Time: 1989.3 ms [2022-04-13 07:35:52 main:574] : INFO : Epoch 1598 | loss: 0.0311817 | val_loss: 0.0311834 | Time: 2002.26 ms [2022-04-13 07:35:54 main:574] : INFO : Epoch 1599 | loss: 0.0311825 | val_loss: 0.0311835 | Time: 2022.52 ms [2022-04-13 07:35:56 main:574] : INFO : Epoch 1600 | loss: 0.0311843 | val_loss: 0.0311899 | Time: 2000.53 ms [2022-04-13 07:35:59 main:574] : INFO : Epoch 1601 | loss: 0.0311863 | val_loss: 0.0311882 | Time: 2016.03 ms [2022-04-13 07:36:01 main:574] : INFO : Epoch 1602 | loss: 0.0311837 | val_loss: 0.0311859 | Time: 1990.27 ms [2022-04-13 07:36:03 main:574] : INFO : Epoch 1603 | loss: 0.0311816 | val_loss: 0.0311883 | Time: 2024.04 ms [2022-04-13 07:36:05 main:574] : INFO : Epoch 1604 | loss: 0.0311818 | val_loss: 0.0311834 | Time: 2010.32 ms [2022-04-13 07:36:07 main:574] : INFO : Epoch 1605 | loss: 0.0311804 | val_loss: 0.0311831 | Time: 2011.44 ms [2022-04-13 07:36:09 main:574] : INFO : Epoch 1606 | loss: 0.0311798 | val_loss: 0.0311838 | Time: 2012 ms [2022-04-13 07:36:11 main:574] : INFO : Epoch 1607 | loss: 0.0311815 | val_loss: 0.0311848 | Time: 2006.24 ms [2022-04-13 07:36:13 main:574] : INFO : Epoch 1608 | loss: 0.0311814 | val_loss: 0.0311842 | Time: 2023.87 ms [2022-04-13 07:36:15 main:574] : INFO : Epoch 1609 | loss: 0.0311812 | val_loss: 0.0311839 | Time: 2054.92 ms [2022-04-13 07:36:17 main:574] : INFO : Epoch 1610 | loss: 0.031181 | val_loss: 0.0311848 | Time: 2019.39 ms [2022-04-13 07:36:19 main:574] : INFO : Epoch 1611 | loss: 0.0311823 | val_loss: 0.031186 | Time: 2003.56 ms [2022-04-13 07:36:21 main:574] : INFO : Epoch 1612 | loss: 0.0311835 | val_loss: 0.0311845 | Time: 1991.17 ms [2022-04-13 07:36:23 main:574] : INFO : Epoch 1613 | loss: 0.0311815 | val_loss: 0.0311859 | Time: 2008.18 ms [2022-04-13 07:36:25 main:574] : INFO : Epoch 1614 | loss: 0.0311805 | val_loss: 0.0311825 | Time: 2055.02 ms [2022-04-13 07:36:27 main:574] : INFO : Epoch 1615 | loss: 0.0311812 | val_loss: 0.031186 | Time: 2049.19 ms [2022-04-13 07:36:30 main:574] : INFO : Epoch 1616 | loss: 0.0311812 | val_loss: 0.0311856 | Time: 2052.82 ms [2022-04-13 07:36:32 main:574] : INFO : Epoch 1617 | loss: 0.0311815 | val_loss: 0.031184 | Time: 2013.41 ms [2022-04-13 07:36:34 main:574] : INFO : Epoch 1618 | loss: 0.0311815 | val_loss: 0.0311836 | Time: 2005.67 ms [2022-04-13 07:36:36 main:574] : INFO : Epoch 1619 | loss: 0.0311812 | val_loss: 0.0311839 | Time: 2021.8 ms [2022-04-13 07:36:38 main:574] : INFO : Epoch 1620 | loss: 0.0311818 | val_loss: 0.0311839 | Time: 2029.75 ms [2022-04-13 07:36:40 main:574] : INFO : Epoch 1621 | loss: 0.0311817 | val_loss: 0.0311844 | Time: 2017.92 ms [2022-04-13 07:36:42 main:574] : INFO : Epoch 1622 | loss: 0.0311826 | val_loss: 0.0311871 | Time: 2002.61 ms [2022-04-13 07:36:44 main:574] : INFO : Epoch 1623 | loss: 0.0311824 | val_loss: 0.0311848 | Time: 2016.02 ms [2022-04-13 07:36:46 main:574] : INFO : Epoch 1624 | loss: 0.0311831 | val_loss: 0.0311856 | Time: 2021.27 ms [2022-04-13 07:36:48 main:574] : INFO : Epoch 1625 | loss: 0.0311814 | val_loss: 0.031183 | Time: 2007.48 ms [2022-04-13 07:36:50 main:574] : INFO : Epoch 1626 | loss: 0.0311808 | val_loss: 0.031184 | Time: 2008.3 ms [2022-04-13 07:36:52 main:574] : INFO : Epoch 1627 | loss: 0.0311807 | val_loss: 0.0311828 | Time: 1982.03 ms [2022-04-13 07:36:54 main:574] : INFO : Epoch 1628 | loss: 0.0311806 | val_loss: 0.0311853 | Time: 1981.83 ms [2022-04-13 07:36:56 main:574] : INFO : Epoch 1629 | loss: 0.03118 | val_loss: 0.0311842 | Time: 1995.94 ms [2022-04-13 07:36:58 main:574] : INFO : Epoch 1630 | loss: 0.0311798 | val_loss: 0.0311834 | Time: 2003.27 ms [2022-04-13 07:37:00 main:574] : INFO : Epoch 1631 | loss: 0.03118 | val_loss: 0.0311838 | Time: 2014.48 ms [2022-04-13 07:37:02 main:574] : INFO : Epoch 1632 | loss: 0.0311795 | val_loss: 0.0311838 | Time: 2033.58 ms [2022-04-13 07:37:04 main:574] : INFO : Epoch 1633 | loss: 0.0311806 | val_loss: 0.0311878 | Time: 2012.81 ms [2022-04-13 07:37:06 main:574] : INFO : Epoch 1634 | loss: 0.0311816 | val_loss: 0.0311858 | Time: 1997.23 ms [2022-04-13 07:37:09 main:574] : INFO : Epoch 1635 | loss: 0.0311801 | val_loss: 0.0311835 | Time: 1993.08 ms [2022-04-13 07:37:11 main:574] : INFO : Epoch 1636 | loss: 0.0311792 | val_loss: 0.0311854 | Time: 2002.87 ms [2022-04-13 07:37:13 main:574] : INFO : Epoch 1637 | loss: 0.0311807 | val_loss: 0.0311834 | Time: 2008.02 ms [2022-04-13 07:37:15 main:574] : INFO : Epoch 1638 | loss: 0.0311793 | val_loss: 0.0311837 | Time: 2064.68 ms [2022-04-13 07:37:17 main:574] : INFO : Epoch 1639 | loss: 0.0311793 | val_loss: 0.0311837 | Time: 2018.67 ms [2022-04-13 07:37:19 main:574] : INFO : Epoch 1640 | loss: 0.0311796 | val_loss: 0.0311836 | Time: 1996.04 ms [2022-04-13 07:37:21 main:574] : INFO : Epoch 1641 | loss: 0.0311814 | val_loss: 0.0311885 | Time: 2004.08 ms [2022-04-13 07:37:23 main:574] : INFO : Epoch 1642 | loss: 0.0311836 | val_loss: 0.031191 | Time: 2000.65 ms [2022-04-13 07:37:25 main:574] : INFO : Epoch 1643 | loss: 0.0311845 | val_loss: 0.0311836 | Time: 2012.34 ms [2022-04-13 07:37:27 main:574] : INFO : Epoch 1644 | loss: 0.0311811 | val_loss: 0.0311865 | Time: 2005.44 ms [2022-04-13 07:37:29 main:574] : INFO : Epoch 1645 | loss: 0.031181 | val_loss: 0.0311862 | Time: 2002.1 ms [2022-04-13 07:37:31 main:574] : INFO : Epoch 1646 | loss: 0.031181 | val_loss: 0.031183 | Time: 2027.59 ms [2022-04-13 07:37:33 main:574] : INFO : Epoch 1647 | loss: 0.0311815 | val_loss: 0.0311834 | Time: 2023.95 ms [2022-04-13 07:37:35 main:574] : INFO : Epoch 1648 | loss: 0.0311811 | val_loss: 0.0311842 | Time: 2009.83 ms [2022-04-13 07:37:37 main:574] : INFO : Epoch 1649 | loss: 0.0311811 | val_loss: 0.0311831 | Time: 2004.8 ms [2022-04-13 07:37:39 main:574] : INFO : Epoch 1650 | loss: 0.03118 | val_loss: 0.0311834 | Time: 2012.21 ms [2022-04-13 07:37:42 main:574] : INFO : Epoch 1651 | loss: 0.0311814 | val_loss: 0.0311858 | Time: 2023.88 ms [2022-04-13 07:37:44 main:574] : INFO : Epoch 1652 | loss: 0.0311808 | val_loss: 0.0311822 | Time: 1976.34 ms [2022-04-13 07:37:46 main:574] : INFO : Epoch 1653 | loss: 0.0311812 | val_loss: 0.0311868 | Time: 2029.35 ms [2022-04-13 07:37:48 main:574] : INFO : Epoch 1654 | loss: 0.0311819 | val_loss: 0.0311833 | Time: 1995.6 ms [2022-04-13 07:37:50 main:574] : INFO : Epoch 1655 | loss: 0.031181 | val_loss: 0.0311833 | Time: 2023.72 ms [2022-04-13 07:37:52 main:574] : INFO : Epoch 1656 | loss: 0.0311793 | val_loss: 0.0311837 | Time: 2030.72 ms [2022-04-13 07:37:54 main:574] : INFO : Epoch 1657 | loss: 0.0311793 | val_loss: 0.0311826 | Time: 2004.55 ms [2022-04-13 07:37:56 main:574] : INFO : Epoch 1658 | loss: 0.0311803 | val_loss: 0.0311851 | Time: 2029.91 ms [2022-04-13 07:37:58 main:574] : INFO : Epoch 1659 | loss: 0.031183 | val_loss: 0.0311857 | Time: 1995.31 ms [2022-04-13 07:38:00 main:574] : INFO : Epoch 1660 | loss: 0.0311875 | val_loss: 0.0311858 | Time: 1995.09 ms [2022-04-13 07:38:02 main:574] : INFO : Epoch 1661 | loss: 0.0311858 | val_loss: 0.0311838 | Time: 2031.59 ms [2022-04-13 07:38:04 main:574] : INFO : Epoch 1662 | loss: 0.0311852 | val_loss: 0.0311892 | Time: 1998.87 ms [2022-04-13 07:38:06 main:574] : INFO : Epoch 1663 | loss: 0.0311865 | val_loss: 0.0311862 | Time: 2010.35 ms [2022-04-13 07:38:08 main:574] : INFO : Epoch 1664 | loss: 0.0311861 | val_loss: 0.0311881 | Time: 1989.39 ms [2022-04-13 07:38:11 main:574] : INFO : Epoch 1665 | loss: 0.0311865 | val_loss: 0.0311829 | Time: 1987.35 ms [2022-04-13 07:38:13 main:574] : INFO : Epoch 1666 | loss: 0.0311841 | val_loss: 0.031185 | Time: 2016.57 ms [2022-04-13 07:38:15 main:574] : INFO : Epoch 1667 | loss: 0.0311838 | val_loss: 0.0311845 | Time: 1958 ms [2022-04-13 07:38:17 main:574] : INFO : Epoch 1668 | loss: 0.0311826 | val_loss: 0.0311836 | Time: 1989.46 ms [2022-04-13 07:38:19 main:574] : INFO : Epoch 1669 | loss: 0.0311825 | val_loss: 0.031184 | Time: 2019.96 ms [2022-04-13 07:38:21 main:574] : INFO : Epoch 1670 | loss: 0.0311828 | val_loss: 0.0311842 | Time: 1957.93 ms [2022-04-13 07:38:23 main:574] : INFO : Epoch 1671 | loss: 0.0311836 | val_loss: 0.0311838 | Time: 2027.95 ms [2022-04-13 07:38:25 main:574] : INFO : Epoch 1672 | loss: 0.0311847 | val_loss: 0.0311854 | Time: 2020.66 ms [2022-04-13 07:38:27 main:574] : INFO : Epoch 1673 | loss: 0.0311822 | val_loss: 0.031185 | Time: 2026.02 ms [2022-04-13 07:38:29 main:574] : INFO : Epoch 1674 | loss: 0.0311826 | val_loss: 0.0311829 | Time: 2052.48 ms [2022-04-13 07:38:31 main:574] : INFO : Epoch 1675 | loss: 0.0311835 | val_loss: 0.0311842 | Time: 1999.6 ms [2022-04-13 07:38:33 main:574] : INFO : Epoch 1676 | loss: 0.0311824 | val_loss: 0.0311831 | Time: 2025.62 ms [2022-04-13 07:38:35 main:574] : INFO : Epoch 1677 | loss: 0.031182 | val_loss: 0.0311824 | Time: 2039.1 ms [2022-04-13 07:38:37 main:574] : INFO : Epoch 1678 | loss: 0.0311817 | val_loss: 0.0311827 | Time: 2017.05 ms [2022-04-13 07:38:39 main:574] : INFO : Epoch 1679 | loss: 0.0311846 | val_loss: 0.0311834 | Time: 2026.77 ms [2022-04-13 07:38:41 main:574] : INFO : Epoch 1680 | loss: 0.0311841 | val_loss: 0.0311825 | Time: 2005.01 ms [2022-04-13 07:38:44 main:574] : INFO : Epoch 1681 | loss: 0.0311815 | val_loss: 0.0311821 | Time: 2013.31 ms [2022-04-13 07:38:46 main:574] : INFO : Epoch 1682 | loss: 0.0311826 | val_loss: 0.0311867 | Time: 1982.03 ms [2022-04-13 07:38:48 main:574] : INFO : Epoch 1683 | loss: 0.0311856 | val_loss: 0.0311873 | Time: 1986.82 ms [2022-04-13 07:38:50 main:574] : INFO : Epoch 1684 | loss: 0.0311866 | val_loss: 0.0311871 | Time: 1990.81 ms [2022-04-13 07:38:52 main:574] : INFO : Epoch 1685 | loss: 0.0311879 | val_loss: 0.0311923 | Time: 1975.76 ms [2022-04-13 07:38:54 main:574] : INFO : Epoch 1686 | loss: 0.0311906 | val_loss: 0.031187 | Time: 1994.05 ms [2022-04-13 07:38:56 main:574] : INFO : Epoch 1687 | loss: 0.0311895 | val_loss: 0.0311872 | Time: 2009.07 ms [2022-04-13 07:38:58 main:574] : INFO : Epoch 1688 | loss: 0.0311876 | val_loss: 0.0311895 | Time: 2028.88 ms [2022-04-13 07:39:00 main:574] : INFO : Epoch 1689 | loss: 0.0311861 | val_loss: 0.0311855 | Time: 2024.29 ms [2022-04-13 07:39:02 main:574] : INFO : Epoch 1690 | loss: 0.0311855 | val_loss: 0.0311829 | Time: 2022.06 ms [2022-04-13 07:39:04 main:574] : INFO : Epoch 1691 | loss: 0.0311853 | val_loss: 0.0311812 | Time: 1995.96 ms [2022-04-13 07:39:06 main:574] : INFO : Epoch 1692 | loss: 0.0311847 | val_loss: 0.0311826 | Time: 2029.98 ms [2022-04-13 07:39:08 main:574] : INFO : Epoch 1693 | loss: 0.0311873 | val_loss: 0.0311871 | Time: 2052.02 ms [2022-04-13 07:39:10 main:574] : INFO : Epoch 1694 | loss: 0.0311931 | val_loss: 0.0311906 | Time: 2020.92 ms [2022-04-13 07:39:13 main:574] : INFO : Epoch 1695 | loss: 0.0311935 | val_loss: 0.031192 | Time: 2008.34 ms [2022-04-13 07:39:15 main:574] : INFO : Epoch 1696 | loss: 0.0311975 | val_loss: 0.031194 | Time: 1993.38 ms [2022-04-13 07:39:17 main:574] : INFO : Epoch 1697 | loss: 0.0311978 | val_loss: 0.0311993 | Time: 1997.45 ms [2022-04-13 07:39:19 main:574] : INFO : Epoch 1698 | loss: 0.0311955 | val_loss: 0.031196 | Time: 1999.64 ms [2022-04-13 07:39:21 main:574] : INFO : Epoch 1699 | loss: 0.0311957 | val_loss: 0.031195 | Time: 2010.68 ms [2022-04-13 07:39:23 main:574] : INFO : Epoch 1700 | loss: 0.0311952 | val_loss: 0.031197 | Time: 1995.73 ms [2022-04-13 07:39:25 main:574] : INFO : Epoch 1701 | loss: 0.0311948 | val_loss: 0.0311941 | Time: 2036.4 ms [2022-04-13 07:39:27 main:574] : INFO : Epoch 1702 | loss: 0.0311946 | val_loss: 0.0311951 | Time: 1995.82 ms [2022-04-13 07:39:29 main:574] : INFO : Epoch 1703 | loss: 0.0311945 | val_loss: 0.0311946 | Time: 2000.55 ms [2022-04-13 07:39:31 main:574] : INFO : Epoch 1704 | loss: 0.0311927 | val_loss: 0.0311958 | Time: 2012.17 ms [2022-04-13 07:39:33 main:574] : INFO : Epoch 1705 | loss: 0.0311933 | val_loss: 0.031197 | Time: 1986.68 ms [2022-04-13 07:39:35 main:574] : INFO : Epoch 1706 | loss: 0.0311941 | val_loss: 0.0311942 | Time: 2033.98 ms [2022-04-13 07:39:37 main:574] : INFO : Epoch 1707 | loss: 0.0311933 | val_loss: 0.0311943 | Time: 2016.67 ms [2022-04-13 07:39:39 main:574] : INFO : Epoch 1708 | loss: 0.0311962 | val_loss: 0.0311956 | Time: 2014.92 ms [2022-04-13 07:39:41 main:574] : INFO : Epoch 1709 | loss: 0.0311957 | val_loss: 0.0311965 | Time: 1997.75 ms [2022-04-13 07:39:43 main:574] : INFO : Epoch 1710 | loss: 0.0311947 | val_loss: 0.0311943 | Time: 2009.43 ms [2022-04-13 07:39:45 main:574] : INFO : Epoch 1711 | loss: 0.0311961 | val_loss: 0.0311951 | Time: 2006.45 ms [2022-04-13 07:39:47 main:574] : INFO : Epoch 1712 | loss: 0.0311999 | val_loss: 0.0311966 | Time: 1994.57 ms [2022-04-13 07:39:50 main:574] : INFO : Epoch 1713 | loss: 0.031199 | val_loss: 0.0311941 | Time: 2009.12 ms [2022-04-13 07:39:52 main:574] : INFO : Epoch 1714 | loss: 0.0311956 | val_loss: 0.0312004 | Time: 2009.91 ms [2022-04-13 07:39:54 main:574] : INFO : Epoch 1715 | loss: 0.0311958 | val_loss: 0.0311935 | Time: 2035.23 ms [2022-04-13 07:39:56 main:574] : INFO : Epoch 1716 | loss: 0.0311941 | val_loss: 0.031193 | Time: 2013.54 ms [2022-04-13 07:39:58 main:574] : INFO : Epoch 1717 | loss: 0.0311939 | val_loss: 0.0311967 | Time: 2005.63 ms [2022-04-13 07:40:00 main:574] : INFO : Epoch 1718 | loss: 0.0311959 | val_loss: 0.0311964 | Time: 1999.21 ms [2022-04-13 07:40:02 main:574] : INFO : Epoch 1719 | loss: 0.0311968 | val_loss: 0.0311947 | Time: 1993.23 ms [2022-04-13 07:40:04 main:574] : INFO : Epoch 1720 | loss: 0.0311946 | val_loss: 0.031195 | Time: 2014.59 ms [2022-04-13 07:40:06 main:574] : INFO : Epoch 1721 | loss: 0.0311939 | val_loss: 0.0311936 | Time: 1990.01 ms [2022-04-13 07:40:08 main:574] : INFO : Epoch 1722 | loss: 0.0311934 | val_loss: 0.0311934 | Time: 2035.98 ms [2022-04-13 07:40:10 main:574] : INFO : Epoch 1723 | loss: 0.0311931 | val_loss: 0.0311935 | Time: 2021.15 ms [2022-04-13 07:40:12 main:574] : INFO : Epoch 1724 | loss: 0.0311939 | val_loss: 0.0311969 | Time: 2006.02 ms [2022-04-13 07:40:14 main:574] : INFO : Epoch 1725 | loss: 0.0311951 | val_loss: 0.0311938 | Time: 2011.72 ms [2022-04-13 07:40:16 main:574] : INFO : Epoch 1726 | loss: 0.0311961 | val_loss: 0.0311978 | Time: 1996.91 ms [2022-04-13 07:40:18 main:574] : INFO : Epoch 1727 | loss: 0.0311953 | val_loss: 0.0311924 | Time: 2009.48 ms [2022-04-13 07:40:20 main:574] : INFO : Epoch 1728 | loss: 0.0311931 | val_loss: 0.0311926 | Time: 2002.64 ms [2022-04-13 07:40:22 main:574] : INFO : Epoch 1729 | loss: 0.0311947 | val_loss: 0.0311953 | Time: 2019.9 ms [2022-04-13 07:40:25 main:574] : INFO : Epoch 1730 | loss: 0.0311945 | val_loss: 0.0311926 | Time: 2034.87 ms [2022-04-13 07:40:27 main:574] : INFO : Epoch 1731 | loss: 0.0311934 | val_loss: 0.0311945 | Time: 2035.64 ms [2022-04-13 07:40:29 main:574] : INFO : Epoch 1732 | loss: 0.0311937 | val_loss: 0.0311936 | Time: 2009.34 ms [2022-04-13 07:40:31 main:574] : INFO : Epoch 1733 | loss: 0.0311936 | val_loss: 0.0311936 | Time: 2023.99 ms [2022-04-13 07:40:33 main:574] : INFO : Epoch 1734 | loss: 0.0311942 | val_loss: 0.0311926 | Time: 2027.27 ms [2022-04-13 07:40:35 main:574] : INFO : Epoch 1735 | loss: 0.031193 | val_loss: 0.0311915 | Time: 2034.77 ms [2022-04-13 07:40:37 main:574] : INFO : Epoch 1736 | loss: 0.031193 | val_loss: 0.0311926 | Time: 2049.47 ms [2022-04-13 07:40:39 main:574] : INFO : Epoch 1737 | loss: 0.0311939 | val_loss: 0.0311932 | Time: 2025.81 ms [2022-04-13 07:40:42 main:574] : INFO : Epoch 1738 | loss: 0.0311925 | val_loss: 0.0311923 | Time: 2030.36 ms [2022-04-13 07:40:44 main:574] : INFO : Epoch 1739 | loss: 0.0311926 | val_loss: 0.0311945 | Time: 2031.47 ms [2022-04-13 07:40:46 main:574] : INFO : Epoch 1740 | loss: 0.0311928 | val_loss: 0.031192 | Time: 2065.16 ms [2022-04-13 07:40:48 main:574] : INFO : Epoch 1741 | loss: 0.0311931 | val_loss: 0.0311925 | Time: 2058.03 ms [2022-04-13 07:40:50 main:574] : INFO : Epoch 1742 | loss: 0.0311926 | val_loss: 0.0311978 | Time: 2045.4 ms [2022-04-13 07:40:52 main:574] : INFO : Epoch 1743 | loss: 0.0311944 | val_loss: 0.0311937 | Time: 2024.15 ms [2022-04-13 07:40:54 main:574] : INFO : Epoch 1744 | loss: 0.0311938 | val_loss: 0.0311921 | Time: 2030.05 ms [2022-04-13 07:40:56 main:574] : INFO : Epoch 1745 | loss: 0.0311926 | val_loss: 0.0311925 | Time: 2027.7 ms [2022-04-13 07:40:58 main:574] : INFO : Epoch 1746 | loss: 0.0311935 | val_loss: 0.0311936 | Time: 2012.76 ms [2022-04-13 07:41:01 main:574] : INFO : Epoch 1747 | loss: 0.0311942 | val_loss: 0.0311924 | Time: 2060.79 ms [2022-04-13 07:41:03 main:574] : INFO : Epoch 1748 | loss: 0.0311941 | val_loss: 0.0311925 | Time: 2048.25 ms [2022-04-13 07:41:05 main:574] : INFO : Epoch 1749 | loss: 0.0311926 | val_loss: 0.0311918 | Time: 2021.83 ms [2022-04-13 07:41:07 main:574] : INFO : Epoch 1750 | loss: 0.0311929 | val_loss: 0.0311935 | Time: 2017.43 ms [2022-04-13 07:41:09 main:574] : INFO : Epoch 1751 | loss: 0.0311925 | val_loss: 0.031192 | Time: 2044.73 ms [2022-04-13 07:41:11 main:574] : INFO : Epoch 1752 | loss: 0.0311931 | val_loss: 0.0311952 | Time: 2015.79 ms [2022-04-13 07:41:13 main:574] : INFO : Epoch 1753 | loss: 0.0311939 | val_loss: 0.0311927 | Time: 2034.16 ms [2022-04-13 07:41:15 main:574] : INFO : Epoch 1754 | loss: 0.0311931 | val_loss: 0.0311922 | Time: 2068.66 ms [2022-04-13 07:41:17 main:574] : INFO : Epoch 1755 | loss: 0.0311951 | val_loss: 0.0311955 | Time: 2029.97 ms [2022-04-13 07:41:20 main:574] : INFO : Epoch 1756 | loss: 0.0311944 | val_loss: 0.0311973 | Time: 2047.02 ms [2022-04-13 07:41:22 main:574] : INFO : Epoch 1757 | loss: 0.0311947 | val_loss: 0.0311934 | Time: 2029.68 ms [2022-04-13 07:41:24 main:574] : INFO : Epoch 1758 | loss: 0.0311928 | val_loss: 0.0311933 | Time: 2022.69 ms [2022-04-13 07:41:26 main:574] : INFO : Epoch 1759 | loss: 0.0311925 | val_loss: 0.0311922 | Time: 2020.95 ms [2022-04-13 07:41:28 main:574] : INFO : Epoch 1760 | loss: 0.0311937 | val_loss: 0.0311936 | Time: 2021.69 ms [2022-04-13 07:41:30 main:574] : INFO : Epoch 1761 | loss: 0.0311925 | val_loss: 0.0311939 | Time: 2054.94 ms [2022-04-13 07:41:32 main:574] : INFO : Epoch 1762 | loss: 0.031194 | val_loss: 0.0311946 | Time: 2031.43 ms [2022-04-13 07:41:34 main:574] : INFO : Epoch 1763 | loss: 0.0311934 | val_loss: 0.0311954 | Time: 2015.02 ms [2022-04-13 07:41:36 main:574] : INFO : Epoch 1764 | loss: 0.031193 | val_loss: 0.031193 | Time: 2020.79 ms [2022-04-13 07:41:38 main:574] : INFO : Epoch 1765 | loss: 0.0311927 | val_loss: 0.0311946 | Time: 2056.78 ms [2022-04-13 07:41:41 main:574] : INFO : Epoch 1766 | loss: 0.0311934 | val_loss: 0.0312003 | Time: 2061.33 ms [2022-04-13 07:41:43 main:574] : INFO : Epoch 1767 | loss: 0.0311952 | val_loss: 0.031194 | Time: 2019.51 ms [2022-04-13 07:41:45 main:574] : INFO : Epoch 1768 | loss: 0.0311924 | val_loss: 0.0311916 | Time: 2048.24 ms [2022-04-13 07:41:47 main:574] : INFO : Epoch 1769 | loss: 0.0311922 | val_loss: 0.0311931 | Time: 2033.22 ms [2022-04-13 07:41:49 main:574] : INFO : Epoch 1770 | loss: 0.031195 | val_loss: 0.0311939 | Time: 2070.83 ms [2022-04-13 07:41:51 main:574] : INFO : Epoch 1771 | loss: 0.031193 | val_loss: 0.0311933 | Time: 2036.01 ms [2022-04-13 07:41:53 main:574] : INFO : Epoch 1772 | loss: 0.0311926 | val_loss: 0.0311959 | Time: 2038.21 ms [2022-04-13 07:41:55 main:574] : INFO : Epoch 1773 | loss: 0.0311942 | val_loss: 0.031194 | Time: 2047.49 ms [2022-04-13 07:41:57 main:574] : INFO : Epoch 1774 | loss: 0.0311921 | val_loss: 0.0311934 | Time: 2052.84 ms [2022-04-13 07:42:00 main:574] : INFO : Epoch 1775 | loss: 0.0311928 | val_loss: 0.0311944 | Time: 2038.52 ms [2022-04-13 07:42:02 main:574] : INFO : Epoch 1776 | loss: 0.0311929 | val_loss: 0.0311923 | Time: 2046.65 ms [2022-04-13 07:42:04 main:574] : INFO : Epoch 1777 | loss: 0.0311921 | val_loss: 0.0311927 | Time: 2012.89 ms [2022-04-13 07:42:06 main:574] : INFO : Epoch 1778 | loss: 0.0311916 | val_loss: 0.0311919 | Time: 2034.01 ms [2022-04-13 07:42:08 main:574] : INFO : Epoch 1779 | loss: 0.0311928 | val_loss: 0.0311916 | Time: 2004.12 ms [2022-04-13 07:42:10 main:574] : INFO : Epoch 1780 | loss: 0.0311942 | val_loss: 0.0311956 | Time: 2024.38 ms [2022-04-13 07:42:12 main:574] : INFO : Epoch 1781 | loss: 0.0311958 | val_loss: 0.0311959 | Time: 2041.47 ms [2022-04-13 07:42:14 main:574] : INFO : Epoch 1782 | loss: 0.0311931 | val_loss: 0.031194 | Time: 1999.77 ms [2022-04-13 07:42:16 main:574] : INFO : Epoch 1783 | loss: 0.0311924 | val_loss: 0.0311925 | Time: 2024.22 ms [2022-04-13 07:42:18 main:574] : INFO : Epoch 1784 | loss: 0.0311934 | val_loss: 0.0311921 | Time: 2001.35 ms [2022-04-13 07:42:20 main:574] : INFO : Epoch 1785 | loss: 0.0311923 | val_loss: 0.0311931 | Time: 2010.77 ms [2022-04-13 07:42:23 main:574] : INFO : Epoch 1786 | loss: 0.0311922 | val_loss: 0.0311918 | Time: 2034.76 ms [2022-04-13 07:42:25 main:574] : INFO : Epoch 1787 | loss: 0.031192 | val_loss: 0.0311925 | Time: 2036.53 ms [2022-04-13 07:42:27 main:574] : INFO : Epoch 1788 | loss: 0.0311923 | val_loss: 0.0311925 | Time: 1995.02 ms [2022-04-13 07:42:29 main:574] : INFO : Epoch 1789 | loss: 0.0311918 | val_loss: 0.0311928 | Time: 1994.52 ms [2022-04-13 07:42:31 main:574] : INFO : Epoch 1790 | loss: 0.0311925 | val_loss: 0.0311943 | Time: 1998.13 ms [2022-04-13 07:42:33 main:574] : INFO : Epoch 1791 | loss: 0.0311928 | val_loss: 0.0311918 | Time: 2053.21 ms [2022-04-13 07:42:35 main:574] : INFO : Epoch 1792 | loss: 0.0311926 | val_loss: 0.0311923 | Time: 2021.48 ms [2022-04-13 07:42:37 main:574] : INFO : Epoch 1793 | loss: 0.0311913 | val_loss: 0.0311914 | Time: 2002.88 ms [2022-04-13 07:42:39 main:574] : INFO : Epoch 1794 | loss: 0.0311911 | val_loss: 0.0311916 | Time: 2042.64 ms [2022-04-13 07:42:41 main:574] : INFO : Epoch 1795 | loss: 0.031194 | val_loss: 0.0311925 | Time: 2038.68 ms [2022-04-13 07:42:43 main:574] : INFO : Epoch 1796 | loss: 0.0311921 | val_loss: 0.0311917 | Time: 1996.28 ms [2022-04-13 07:42:45 main:574] : INFO : Epoch 1797 | loss: 0.031192 | val_loss: 0.031191 | Time: 1986.23 ms [2022-04-13 07:42:47 main:574] : INFO : Epoch 1798 | loss: 0.0311927 | val_loss: 0.031195 | Time: 2029.94 ms [2022-04-13 07:42:49 main:574] : INFO : Epoch 1799 | loss: 0.0311925 | val_loss: 0.0311923 | Time: 1999.95 ms [2022-04-13 07:42:51 main:574] : INFO : Epoch 1800 | loss: 0.0311917 | val_loss: 0.0311913 | Time: 2001.83 ms [2022-04-13 07:42:53 main:574] : INFO : Epoch 1801 | loss: 0.0311913 | val_loss: 0.031194 | Time: 2016.62 ms [2022-04-13 07:42:56 main:574] : INFO : Epoch 1802 | loss: 0.0311933 | val_loss: 0.0311948 | Time: 2025.24 ms [2022-04-13 07:42:58 main:574] : INFO : Epoch 1803 | loss: 0.0311921 | val_loss: 0.0311922 | Time: 2048.87 ms [2022-04-13 07:43:00 main:574] : INFO : Epoch 1804 | loss: 0.0311918 | val_loss: 0.0311914 | Time: 2023.24 ms [2022-04-13 07:43:02 main:574] : INFO : Epoch 1805 | loss: 0.0311915 | val_loss: 0.0311919 | Time: 2030.35 ms [2022-04-13 07:43:04 main:574] : INFO : Epoch 1806 | loss: 0.0311914 | val_loss: 0.0311924 | Time: 2010.65 ms [2022-04-13 07:43:06 main:574] : INFO : Epoch 1807 | loss: 0.0311927 | val_loss: 0.0311968 | Time: 2000.13 ms [2022-04-13 07:43:08 main:574] : INFO : Epoch 1808 | loss: 0.0311939 | val_loss: 0.0311926 | Time: 2042.81 ms [2022-04-13 07:43:10 main:574] : INFO : Epoch 1809 | loss: 0.0311913 | val_loss: 0.0311919 | Time: 1997.88 ms [2022-04-13 07:43:12 main:574] : INFO : Epoch 1810 | loss: 0.0311911 | val_loss: 0.0311922 | Time: 2000.85 ms [2022-04-13 07:43:14 main:574] : INFO : Epoch 1811 | loss: 0.0311909 | val_loss: 0.0311924 | Time: 2002.23 ms [2022-04-13 07:43:16 main:574] : INFO : Epoch 1812 | loss: 0.031192 | val_loss: 0.0311931 | Time: 2060.16 ms [2022-04-13 07:43:18 main:574] : INFO : Epoch 1813 | loss: 0.0311917 | val_loss: 0.0311919 | Time: 1964.06 ms [2022-04-13 07:43:20 main:574] : INFO : Epoch 1814 | loss: 0.0311919 | val_loss: 0.031198 | Time: 2002.67 ms [2022-04-13 07:43:22 main:574] : INFO : Epoch 1815 | loss: 0.0311923 | val_loss: 0.0311928 | Time: 1996.86 ms [2022-04-13 07:43:24 main:574] : INFO : Epoch 1816 | loss: 0.0311917 | val_loss: 0.0311927 | Time: 1987.78 ms [2022-04-13 07:43:26 main:574] : INFO : Epoch 1817 | loss: 0.0311921 | val_loss: 0.0311929 | Time: 2000.19 ms [2022-04-13 07:43:29 main:574] : INFO : Epoch 1818 | loss: 0.0311922 | val_loss: 0.0311927 | Time: 2004.74 ms [2022-04-13 07:43:31 main:574] : INFO : Epoch 1819 | loss: 0.0311927 | val_loss: 0.0311929 | Time: 2036.78 ms [2022-04-13 07:43:33 main:574] : INFO : Epoch 1820 | loss: 0.0311923 | val_loss: 0.0311921 | Time: 1991.65 ms [2022-04-13 07:43:35 main:574] : INFO : Epoch 1821 | loss: 0.0311934 | val_loss: 0.0311942 | Time: 1984.01 ms [2022-04-13 07:43:37 main:574] : INFO : Epoch 1822 | loss: 0.0311959 | val_loss: 0.0311925 | Time: 2009.71 ms [2022-04-13 07:43:39 main:574] : INFO : Epoch 1823 | loss: 0.0311942 | val_loss: 0.0311968 | Time: 1995.37 ms [2022-04-13 07:43:41 main:574] : INFO : Epoch 1824 | loss: 0.0311942 | val_loss: 0.0311932 | Time: 2020.12 ms [2022-04-13 07:43:43 main:574] : INFO : Epoch 1825 | loss: 0.0311949 | val_loss: 0.0311947 | Time: 1977.65 ms [2022-04-13 07:43:45 main:574] : INFO : Epoch 1826 | loss: 0.0311959 | val_loss: 0.0311993 | Time: 2000.37 ms [2022-04-13 07:43:47 main:574] : INFO : Epoch 1827 | loss: 0.0311976 | val_loss: 0.0311945 | Time: 2014.56 ms [2022-04-13 07:43:49 main:574] : INFO : Epoch 1828 | loss: 0.0311998 | val_loss: 0.0312039 | Time: 1987.99 ms [2022-04-13 07:43:51 main:574] : INFO : Epoch 1829 | loss: 0.0311945 | val_loss: 0.0311936 | Time: 1977.48 ms [2022-04-13 07:43:53 main:574] : INFO : Epoch 1830 | loss: 0.0311954 | val_loss: 0.0311973 | Time: 1993.1 ms [2022-04-13 07:43:55 main:574] : INFO : Epoch 1831 | loss: 0.0311944 | val_loss: 0.0311932 | Time: 1973.69 ms [2022-04-13 07:43:57 main:574] : INFO : Epoch 1832 | loss: 0.0311945 | val_loss: 0.0311958 | Time: 1990.1 ms [2022-04-13 07:43:59 main:574] : INFO : Epoch 1833 | loss: 0.0311944 | val_loss: 0.0311933 | Time: 2004.36 ms [2022-04-13 07:44:01 main:574] : INFO : Epoch 1834 | loss: 0.0311931 | val_loss: 0.0311929 | Time: 1989.51 ms [2022-04-13 07:44:03 main:574] : INFO : Epoch 1835 | loss: 0.0311925 | val_loss: 0.0311921 | Time: 2003.34 ms [2022-04-13 07:44:05 main:574] : INFO : Epoch 1836 | loss: 0.0311921 | val_loss: 0.0311932 | Time: 1964.19 ms [2022-04-13 07:44:07 main:574] : INFO : Epoch 1837 | loss: 0.0311919 | val_loss: 0.0311927 | Time: 2014.04 ms [2022-04-13 07:44:09 main:574] : INFO : Epoch 1838 | loss: 0.0311919 | val_loss: 0.0311921 | Time: 2026.44 ms [2022-04-13 07:44:11 main:574] : INFO : Epoch 1839 | loss: 0.0311926 | val_loss: 0.0311929 | Time: 2012.09 ms [2022-04-13 07:44:14 main:574] : INFO : Epoch 1840 | loss: 0.0311924 | val_loss: 0.0311918 | Time: 2021.81 ms [2022-04-13 07:44:16 main:574] : INFO : Epoch 1841 | loss: 0.0311935 | val_loss: 0.0311933 | Time: 2070.01 ms [2022-04-13 07:44:18 main:574] : INFO : Epoch 1842 | loss: 0.0311927 | val_loss: 0.0311985 | Time: 2022.04 ms [2022-04-13 07:44:20 main:574] : INFO : Epoch 1843 | loss: 0.0311934 | val_loss: 0.0311925 | Time: 2018.95 ms [2022-04-13 07:44:22 main:574] : INFO : Epoch 1844 | loss: 0.0311923 | val_loss: 0.0311929 | Time: 2016.15 ms [2022-04-13 07:44:24 main:574] : INFO : Epoch 1845 | loss: 0.0311932 | val_loss: 0.0311987 | Time: 1993.14 ms [2022-04-13 07:44:26 main:574] : INFO : Epoch 1846 | loss: 0.0311936 | val_loss: 0.0311961 | Time: 2007.18 ms [2022-04-13 07:44:28 main:574] : INFO : Epoch 1847 | loss: 0.0311929 | val_loss: 0.0311973 | Time: 2004.48 ms [2022-04-13 07:44:30 main:574] : INFO : Epoch 1848 | loss: 0.0311941 | val_loss: 0.0311931 | Time: 2015.94 ms [2022-04-13 07:44:32 main:574] : INFO : Epoch 1849 | loss: 0.031192 | val_loss: 0.0311924 | Time: 1967.52 ms [2022-04-13 07:44:34 main:574] : INFO : Epoch 1850 | loss: 0.031193 | val_loss: 0.0311955 | Time: 1969.73 ms [2022-04-13 07:44:36 main:574] : INFO : Epoch 1851 | loss: 0.0311934 | val_loss: 0.0311946 | Time: 2007.67 ms [2022-04-13 07:44:38 main:574] : INFO : Epoch 1852 | loss: 0.0311928 | val_loss: 0.0311929 | Time: 1999.57 ms [2022-04-13 07:44:40 main:574] : INFO : Epoch 1853 | loss: 0.031192 | val_loss: 0.0311949 | Time: 2035 ms [2022-04-13 07:44:42 main:574] : INFO : Epoch 1854 | loss: 0.0311946 | val_loss: 0.0311947 | Time: 2010.07 ms [2022-04-13 07:44:44 main:574] : INFO : Epoch 1855 | loss: 0.0311935 | val_loss: 0.0311944 | Time: 1994.06 ms [2022-04-13 07:44:46 main:574] : INFO : Epoch 1856 | loss: 0.0311925 | val_loss: 0.0311924 | Time: 1997.26 ms [2022-04-13 07:44:48 main:574] : INFO : Epoch 1857 | loss: 0.0311943 | val_loss: 0.0311935 | Time: 1956.69 ms [2022-04-13 07:44:51 main:574] : INFO : Epoch 1858 | loss: 0.0311939 | val_loss: 0.0311931 | Time: 2024.09 ms [2022-04-13 07:44:53 main:574] : INFO : Epoch 1859 | loss: 0.0311924 | val_loss: 0.0311921 | Time: 2021.32 ms [2022-04-13 07:44:55 main:574] : INFO : Epoch 1860 | loss: 0.0311918 | val_loss: 0.0311915 | Time: 1960.83 ms [2022-04-13 07:44:57 main:574] : INFO : Epoch 1861 | loss: 0.0311924 | val_loss: 0.0311937 | Time: 2006.16 ms [2022-04-13 07:44:59 main:574] : INFO : Epoch 1862 | loss: 0.0311935 | val_loss: 0.031194 | Time: 1998.47 ms [2022-04-13 07:45:01 main:574] : INFO : Epoch 1863 | loss: 0.0311945 | val_loss: 0.0311976 | Time: 1972.79 ms [2022-04-13 07:45:03 main:574] : INFO : Epoch 1864 | loss: 0.0311954 | val_loss: 0.0311967 | Time: 2015.06 ms [2022-04-13 07:45:05 main:574] : INFO : Epoch 1865 | loss: 0.0311927 | val_loss: 0.0311932 | Time: 1980.13 ms [2022-04-13 07:45:07 main:574] : INFO : Epoch 1866 | loss: 0.0311923 | val_loss: 0.0311961 | Time: 1974.44 ms [2022-04-13 07:45:09 main:574] : INFO : Epoch 1867 | loss: 0.0311928 | val_loss: 0.0311949 | Time: 1986.57 ms [2022-04-13 07:45:11 main:574] : INFO : Epoch 1868 | loss: 0.0311924 | val_loss: 0.0311938 | Time: 1974.24 ms [2022-04-13 07:45:13 main:574] : INFO : Epoch 1869 | loss: 0.0311917 | val_loss: 0.0311959 | Time: 2025.47 ms [2022-04-13 07:45:15 main:574] : INFO : Epoch 1870 | loss: 0.0311915 | val_loss: 0.0311941 | Time: 1984 ms [2022-04-13 07:45:17 main:574] : INFO : Epoch 1871 | loss: 0.0311931 | val_loss: 0.031194 | Time: 1989.35 ms [2022-04-13 07:45:19 main:574] : INFO : Epoch 1872 | loss: 0.0311936 | val_loss: 0.0312065 | Time: 1971.67 ms [2022-04-13 07:45:21 main:574] : INFO : Epoch 1873 | loss: 0.0311971 | val_loss: 0.0311954 | Time: 1991.59 ms [2022-04-13 07:45:23 main:574] : INFO : Epoch 1874 | loss: 0.0311922 | val_loss: 0.0311943 | Time: 2030.5 ms [2022-04-13 07:45:25 main:574] : INFO : Epoch 1875 | loss: 0.0311916 | val_loss: 0.0311933 | Time: 1985.25 ms [2022-04-13 07:45:27 main:574] : INFO : Epoch 1876 | loss: 0.0311924 | val_loss: 0.0311957 | Time: 2004.17 ms [2022-04-13 07:45:29 main:574] : INFO : Epoch 1877 | loss: 0.0311931 | val_loss: 0.0311945 | Time: 2029.12 ms [2022-04-13 07:45:31 main:574] : INFO : Epoch 1878 | loss: 0.0311932 | val_loss: 0.0311944 | Time: 1969.24 ms [2022-04-13 07:45:33 main:574] : INFO : Epoch 1879 | loss: 0.0311929 | val_loss: 0.0311943 | Time: 2015.02 ms [2022-04-13 07:45:35 main:574] : INFO : Epoch 1880 | loss: 0.0311956 | val_loss: 0.0312053 | Time: 2012.29 ms [2022-04-13 07:45:38 main:574] : INFO : Epoch 1881 | loss: 0.0311952 | val_loss: 0.0311997 | Time: 2006.41 ms [2022-04-13 07:45:40 main:574] : INFO : Epoch 1882 | loss: 0.031196 | val_loss: 0.0311951 | Time: 2015.77 ms [2022-04-13 07:45:42 main:574] : INFO : Epoch 1883 | loss: 0.0311924 | val_loss: 0.0311915 | Time: 2019.6 ms [2022-04-13 07:45:44 main:574] : INFO : Epoch 1884 | loss: 0.0311944 | val_loss: 0.0311898 | Time: 2021.95 ms [2022-04-13 07:45:46 main:574] : INFO : Epoch 1885 | loss: 0.0311932 | val_loss: 0.0311911 | Time: 2012.25 ms [2022-04-13 07:45:48 main:574] : INFO : Epoch 1886 | loss: 0.0311924 | val_loss: 0.0311896 | Time: 2022.32 ms [2022-04-13 07:45:50 main:574] : INFO : Epoch 1887 | loss: 0.0311925 | val_loss: 0.0311919 | Time: 2000.85 ms [2022-04-13 07:45:52 main:574] : INFO : Epoch 1888 | loss: 0.0311919 | val_loss: 0.0311902 | Time: 2003.51 ms [2022-04-13 07:45:54 main:574] : INFO : Epoch 1889 | loss: 0.0311917 | val_loss: 0.0311898 | Time: 2010.12 ms [2022-04-13 07:45:56 main:574] : INFO : Epoch 1890 | loss: 0.0311918 | val_loss: 0.031192 | Time: 1998.7 ms [2022-04-13 07:45:58 main:574] : INFO : Epoch 1891 | loss: 0.031192 | val_loss: 0.0311908 | Time: 2005.61 ms [2022-04-13 07:46:00 main:574] : INFO : Epoch 1892 | loss: 0.0311914 | val_loss: 0.0311888 | Time: 1999.21 ms [2022-04-13 07:46:02 main:574] : INFO : Epoch 1893 | loss: 0.0311906 | val_loss: 0.0311919 | Time: 2020.61 ms [2022-04-13 07:46:04 main:574] : INFO : Epoch 1894 | loss: 0.031193 | val_loss: 0.0311899 | Time: 1985.46 ms [2022-04-13 07:46:06 main:574] : INFO : Epoch 1895 | loss: 0.0311921 | val_loss: 0.0311903 | Time: 2016.98 ms [2022-04-13 07:46:08 main:574] : INFO : Epoch 1896 | loss: 0.0311913 | val_loss: 0.0311921 | Time: 1991.45 ms [2022-04-13 07:46:10 main:574] : INFO : Epoch 1897 | loss: 0.0311922 | val_loss: 0.0311939 | Time: 2033.4 ms [2022-04-13 07:46:12 main:574] : INFO : Epoch 1898 | loss: 0.031192 | val_loss: 0.031189 | Time: 2013.02 ms [2022-04-13 07:46:14 main:574] : INFO : Epoch 1899 | loss: 0.0311917 | val_loss: 0.0311901 | Time: 1990.73 ms [2022-04-13 07:46:17 main:574] : INFO : Epoch 1900 | loss: 0.0311907 | val_loss: 0.03119 | Time: 2007.77 ms [2022-04-13 07:46:19 main:574] : INFO : Epoch 1901 | loss: 0.0311917 | val_loss: 0.0311925 | Time: 1984.31 ms [2022-04-13 07:46:21 main:574] : INFO : Epoch 1902 | loss: 0.0311931 | val_loss: 0.0311888 | Time: 2018.55 ms [2022-04-13 07:46:23 main:574] : INFO : Epoch 1903 | loss: 0.0311917 | val_loss: 0.0311908 | Time: 1962.27 ms [2022-04-13 07:46:25 main:574] : INFO : Epoch 1904 | loss: 0.0311928 | val_loss: 0.031188 | Time: 2044.3 ms [2022-04-13 07:46:27 main:574] : INFO : Epoch 1905 | loss: 0.0311923 | val_loss: 0.0311893 | Time: 2018.59 ms [2022-04-13 07:46:29 main:574] : INFO : Epoch 1906 | loss: 0.0311906 | val_loss: 0.0311889 | Time: 1982.22 ms [2022-04-13 07:46:31 main:574] : INFO : Epoch 1907 | loss: 0.0311908 | val_loss: 0.0311887 | Time: 2027.13 ms [2022-04-13 07:46:33 main:574] : INFO : Epoch 1908 | loss: 0.0311907 | val_loss: 0.03119 | Time: 2026.51 ms [2022-04-13 07:46:35 main:574] : INFO : Epoch 1909 | loss: 0.0311902 | val_loss: 0.0311896 | Time: 2030.46 ms [2022-04-13 07:46:37 main:574] : INFO : Epoch 1910 | loss: 0.0311902 | val_loss: 0.0311931 | Time: 2021.32 ms [2022-04-13 07:46:39 main:574] : INFO : Epoch 1911 | loss: 0.0311911 | val_loss: 0.0311892 | Time: 2001.01 ms [2022-04-13 07:46:41 main:574] : INFO : Epoch 1912 | loss: 0.0311905 | val_loss: 0.0311886 | Time: 2021.56 ms [2022-04-13 07:46:43 main:574] : INFO : Epoch 1913 | loss: 0.0311938 | val_loss: 0.0311982 | Time: 2015.1 ms [2022-04-13 07:46:45 main:574] : INFO : Epoch 1914 | loss: 0.0311929 | val_loss: 0.0311906 | Time: 2013.47 ms [2022-04-13 07:46:47 main:574] : INFO : Epoch 1915 | loss: 0.0311917 | val_loss: 0.0311933 | Time: 2015.2 ms [2022-04-13 07:46:50 main:574] : INFO : Epoch 1916 | loss: 0.0311906 | val_loss: 0.0311897 | Time: 2012.25 ms [2022-04-13 07:46:52 main:574] : INFO : Epoch 1917 | loss: 0.0311904 | val_loss: 0.0311903 | Time: 2018.37 ms [2022-04-13 07:46:54 main:574] : INFO : Epoch 1918 | loss: 0.0311899 | val_loss: 0.0311892 | Time: 1988.16 ms [2022-04-13 07:46:56 main:574] : INFO : Epoch 1919 | loss: 0.0311919 | val_loss: 0.0311948 | Time: 1997.3 ms [2022-04-13 07:46:58 main:574] : INFO : Epoch 1920 | loss: 0.0312 | val_loss: 0.0311993 | Time: 2000.18 ms [2022-04-13 07:47:00 main:574] : INFO : Epoch 1921 | loss: 0.0312018 | val_loss: 0.031199 | Time: 2010.37 ms [2022-04-13 07:47:02 main:574] : INFO : Epoch 1922 | loss: 0.0312021 | val_loss: 0.0311988 | Time: 1986.72 ms [2022-04-13 07:47:04 main:574] : INFO : Epoch 1923 | loss: 0.0312007 | val_loss: 0.0311989 | Time: 2017.85 ms [2022-04-13 07:47:06 main:574] : INFO : Epoch 1924 | loss: 0.0312002 | val_loss: 0.0311979 | Time: 2007.38 ms [2022-04-13 07:47:08 main:574] : INFO : Epoch 1925 | loss: 0.0311993 | val_loss: 0.0311978 | Time: 2017.04 ms [2022-04-13 07:47:10 main:574] : INFO : Epoch 1926 | loss: 0.0312001 | val_loss: 0.0312 | Time: 1996.08 ms [2022-04-13 07:47:12 main:574] : INFO : Epoch 1927 | loss: 0.0311995 | val_loss: 0.031198 | Time: 2004.59 ms [2022-04-13 07:47:14 main:574] : INFO : Epoch 1928 | loss: 0.0311995 | val_loss: 0.031198 | Time: 1992.28 ms [2022-04-13 07:47:16 main:574] : INFO : Epoch 1929 | loss: 0.0311996 | val_loss: 0.0311987 | Time: 2007.72 ms [2022-04-13 07:47:18 main:574] : INFO : Epoch 1930 | loss: 0.0311993 | val_loss: 0.0311994 | Time: 2028.84 ms [2022-04-13 07:47:20 main:574] : INFO : Epoch 1931 | loss: 0.0311994 | val_loss: 0.0311996 | Time: 2027.05 ms [2022-04-13 07:47:22 main:574] : INFO : Epoch 1932 | loss: 0.0312 | val_loss: 0.0311989 | Time: 2021.36 ms [2022-04-13 07:47:25 main:574] : INFO : Epoch 1933 | loss: 0.0311985 | val_loss: 0.0311993 | Time: 2016.54 ms [2022-04-13 07:47:27 main:574] : INFO : Epoch 1934 | loss: 0.0311992 | val_loss: 0.0312028 | Time: 1993.53 ms [2022-04-13 07:47:29 main:574] : INFO : Epoch 1935 | loss: 0.0312016 | val_loss: 0.0312053 | Time: 1985.88 ms [2022-04-13 07:47:31 main:574] : INFO : Epoch 1936 | loss: 0.031213 | val_loss: 0.0312215 | Time: 2021.29 ms [2022-04-13 07:47:33 main:574] : INFO : Epoch 1937 | loss: 0.0312226 | val_loss: 0.0312239 | Time: 2001.73 ms [2022-04-13 07:47:35 main:574] : INFO : Epoch 1938 | loss: 0.0312228 | val_loss: 0.0312226 | Time: 1985.97 ms [2022-04-13 07:47:37 main:574] : INFO : Epoch 1939 | loss: 0.0312223 | val_loss: 0.0312234 | Time: 1986.51 ms [2022-04-13 07:47:39 main:574] : INFO : Epoch 1940 | loss: 0.0312227 | val_loss: 0.0312222 | Time: 1990.38 ms [2022-04-13 07:47:41 main:574] : INFO : Epoch 1941 | loss: 0.0312213 | val_loss: 0.0312234 | Time: 2028.99 ms [2022-04-13 07:47:43 main:574] : INFO : Epoch 1942 | loss: 0.0312212 | val_loss: 0.0312216 | Time: 1917.33 ms [2022-04-13 07:47:45 main:574] : INFO : Epoch 1943 | loss: 0.0312213 | val_loss: 0.0312213 | Time: 2044.1 ms [2022-04-13 07:47:47 main:574] : INFO : Epoch 1944 | loss: 0.0312216 | val_loss: 0.0312211 | Time: 2000.5 ms [2022-04-13 07:47:49 main:574] : INFO : Epoch 1945 | loss: 0.0312213 | val_loss: 0.0312239 | Time: 1995.24 ms [2022-04-13 07:47:51 main:574] : INFO : Epoch 1946 | loss: 0.031221 | val_loss: 0.0312195 | Time: 2057.43 ms [2022-04-13 07:47:53 main:574] : INFO : Epoch 1947 | loss: 0.0312207 | val_loss: 0.0312219 | Time: 2030.11 ms [2022-04-13 07:47:56 main:574] : INFO : Epoch 1948 | loss: 0.0312196 | val_loss: 0.0312201 | Time: 2012.83 ms [2022-04-13 07:47:58 main:574] : INFO : Epoch 1949 | loss: 0.0312187 | val_loss: 0.0312222 | Time: 2020.22 ms [2022-04-13 07:48:00 main:574] : INFO : Epoch 1950 | loss: 0.031219 | val_loss: 0.0312213 | Time: 2009.34 ms [2022-04-13 07:48:02 main:574] : INFO : Epoch 1951 | loss: 0.0312192 | val_loss: 0.0312189 | Time: 1982.4 ms [2022-04-13 07:48:04 main:574] : INFO : Epoch 1952 | loss: 0.0312181 | val_loss: 0.031218 | Time: 2003.73 ms [2022-04-13 07:48:06 main:574] : INFO : Epoch 1953 | loss: 0.0312184 | val_loss: 0.0312176 | Time: 1989.53 ms [2022-04-13 07:48:08 main:574] : INFO : Epoch 1954 | loss: 0.0312174 | val_loss: 0.0312218 | Time: 2011.61 ms [2022-04-13 07:48:10 main:574] : INFO : Epoch 1955 | loss: 0.0312194 | val_loss: 0.0312192 | Time: 1987.58 ms [2022-04-13 07:48:12 main:574] : INFO : Epoch 1956 | loss: 0.0312175 | val_loss: 0.0312183 | Time: 2055.53 ms [2022-04-13 07:48:14 main:574] : INFO : Epoch 1957 | loss: 0.0312171 | val_loss: 0.0312163 | Time: 2024.4 ms [2022-04-13 07:48:16 main:574] : INFO : Epoch 1958 | loss: 0.0312165 | val_loss: 0.031216 | Time: 1993.63 ms [2022-04-13 07:48:18 main:574] : INFO : Epoch 1959 | loss: 0.0312163 | val_loss: 0.031216 | Time: 2000.98 ms [2022-04-13 07:48:20 main:574] : INFO : Epoch 1960 | loss: 0.031217 | val_loss: 0.0312159 | Time: 2024.65 ms [2022-04-13 07:48:22 main:574] : INFO : Epoch 1961 | loss: 0.0312157 | val_loss: 0.0312174 | Time: 2008.63 ms [2022-04-13 07:48:25 main:574] : INFO : Epoch 1962 | loss: 0.0312154 | val_loss: 0.0312154 | Time: 2039.5 ms [2022-04-13 07:48:27 main:574] : INFO : Epoch 1963 | loss: 0.031215 | val_loss: 0.0312159 | Time: 1995.31 ms [2022-04-13 07:48:29 main:574] : INFO : Epoch 1964 | loss: 0.0312151 | val_loss: 0.0312133 | Time: 2042.59 ms [2022-04-13 07:48:31 main:574] : INFO : Epoch 1965 | loss: 0.0312142 | val_loss: 0.0312127 | Time: 1997.51 ms [2022-04-13 07:48:33 main:574] : INFO : Epoch 1966 | loss: 0.0312138 | val_loss: 0.031213 | Time: 2059.17 ms [2022-04-13 07:48:35 main:574] : INFO : Epoch 1967 | loss: 0.031214 | val_loss: 0.0312124 | Time: 1999.78 ms [2022-04-13 07:48:37 main:574] : INFO : Epoch 1968 | loss: 0.031213 | val_loss: 0.0312148 | Time: 1995.21 ms [2022-04-13 07:48:39 main:574] : INFO : Epoch 1969 | loss: 0.0312156 | val_loss: 0.0312122 | Time: 2007.24 ms [2022-04-13 07:48:41 main:574] : INFO : Epoch 1970 | loss: 0.0312125 | val_loss: 0.0312119 | Time: 2022.82 ms [2022-04-13 07:48:43 main:574] : INFO : Epoch 1971 | loss: 0.031215 | val_loss: 0.0312184 | Time: 2007.05 ms [2022-04-13 07:48:45 main:574] : INFO : Epoch 1972 | loss: 0.0312139 | val_loss: 0.0312171 | Time: 2024.24 ms [2022-04-13 07:48:47 main:574] : INFO : Epoch 1973 | loss: 0.0312157 | val_loss: 0.0312117 | Time: 2025.65 ms [2022-04-13 07:48:49 main:574] : INFO : Epoch 1974 | loss: 0.0312126 | val_loss: 0.0312133 | Time: 2007.3 ms [2022-04-13 07:48:52 main:574] : INFO : Epoch 1975 | loss: 0.0312125 | val_loss: 0.0312127 | Time: 2008.43 ms [2022-04-13 07:48:54 main:574] : INFO : Epoch 1976 | loss: 0.0312118 | val_loss: 0.0312118 | Time: 2027.67 ms [2022-04-13 07:48:56 main:574] : INFO : Epoch 1977 | loss: 0.0312112 | val_loss: 0.0312123 | Time: 1973.12 ms [2022-04-13 07:48:58 main:574] : INFO : Epoch 1978 | loss: 0.0312113 | val_loss: 0.031211 | Time: 2021.44 ms [2022-04-13 07:49:00 main:574] : INFO : Epoch 1979 | loss: 0.0312108 | val_loss: 0.0312113 | Time: 2017.8 ms [2022-04-13 07:49:02 main:574] : INFO : Epoch 1980 | loss: 0.0312105 | val_loss: 0.0312118 | Time: 2022.99 ms [2022-04-13 07:49:04 main:574] : INFO : Epoch 1981 | loss: 0.0312108 | val_loss: 0.0312117 | Time: 2013.1 ms [2022-04-13 07:49:06 main:574] : INFO : Epoch 1982 | loss: 0.0312116 | val_loss: 0.0312121 | Time: 2018.62 ms [2022-04-13 07:49:08 main:574] : INFO : Epoch 1983 | loss: 0.0312104 | val_loss: 0.0312116 | Time: 2005 ms [2022-04-13 07:49:10 main:574] : INFO : Epoch 1984 | loss: 0.0312104 | val_loss: 0.0312114 | Time: 2018.3 ms [2022-04-13 07:49:12 main:574] : INFO : Epoch 1985 | loss: 0.0312105 | val_loss: 0.0312127 | Time: 2032.64 ms [2022-04-13 07:49:14 main:574] : INFO : Epoch 1986 | loss: 0.0312107 | val_loss: 0.0312147 | Time: 2005.13 ms [2022-04-13 07:49:16 main:574] : INFO : Epoch 1987 | loss: 0.0312111 | val_loss: 0.0312118 | Time: 2026.2 ms [2022-04-13 07:49:18 main:574] : INFO : Epoch 1988 | loss: 0.0312104 | val_loss: 0.0312116 | Time: 2048.81 ms [2022-04-13 07:49:20 main:574] : INFO : Epoch 1989 | loss: 0.0312104 | val_loss: 0.0312113 | Time: 1998.86 ms [2022-04-13 07:49:23 main:574] : INFO : Epoch 1990 | loss: 0.031211 | val_loss: 0.0312191 | Time: 2016.72 ms [2022-04-13 07:49:25 main:574] : INFO : Epoch 1991 | loss: 0.0312131 | val_loss: 0.0312186 | Time: 2013.58 ms [2022-04-13 07:49:27 main:574] : INFO : Epoch 1992 | loss: 0.0312112 | val_loss: 0.0312119 | Time: 2030.65 ms [2022-04-13 07:49:29 main:574] : INFO : Epoch 1993 | loss: 0.0312119 | val_loss: 0.0312132 | Time: 2047.02 ms [2022-04-13 07:49:31 main:574] : INFO : Epoch 1994 | loss: 0.0312106 | val_loss: 0.0312115 | Time: 2016.99 ms [2022-04-13 07:49:33 main:574] : INFO : Epoch 1995 | loss: 0.03121 | val_loss: 0.0312108 | Time: 2090.11 ms [2022-04-13 07:49:35 main:574] : INFO : Epoch 1996 | loss: 0.0312102 | val_loss: 0.031212 | Time: 2052.53 ms [2022-04-13 07:49:38 main:574] : INFO : Epoch 1997 | loss: 0.0312102 | val_loss: 0.0312123 | Time: 2043.81 ms [2022-04-13 07:49:40 main:574] : INFO : Epoch 1998 | loss: 0.0312135 | val_loss: 0.0312112 | Time: 2042.7 ms [2022-04-13 07:49:42 main:574] : INFO : Epoch 1999 | loss: 0.0312106 | val_loss: 0.0312113 | Time: 2038.43 ms [2022-04-13 07:49:44 main:574] : INFO : Epoch 2000 | loss: 0.03121 | val_loss: 0.0312148 | Time: 2016.48 ms [2022-04-13 07:49:46 main:574] : INFO : Epoch 2001 | loss: 0.031211 | val_loss: 0.0312113 | Time: 2015.84 ms [2022-04-13 07:49:48 main:574] : INFO : Epoch 2002 | loss: 0.0312106 | val_loss: 0.0312118 | Time: 2026.75 ms [2022-04-13 07:49:50 main:574] : INFO : Epoch 2003 | loss: 0.0312102 | val_loss: 0.0312113 | Time: 2057.98 ms [2022-04-13 07:49:52 main:574] : INFO : Epoch 2004 | loss: 0.0312104 | val_loss: 0.0312116 | Time: 2058.54 ms [2022-04-13 07:49:55 main:574] : INFO : Epoch 2005 | loss: 0.0312116 | val_loss: 0.0312184 | Time: 2052.87 ms [2022-04-13 07:49:57 main:574] : INFO : Epoch 2006 | loss: 0.0312101 | val_loss: 0.031213 | Time: 2034.84 ms [2022-04-13 07:49:59 main:574] : INFO : Epoch 2007 | loss: 0.03121 | val_loss: 0.0312144 | Time: 2062.62 ms [2022-04-13 07:50:01 main:574] : INFO : Epoch 2008 | loss: 0.0312107 | val_loss: 0.0312151 | Time: 2108.18 ms [2022-04-13 07:50:03 main:574] : INFO : Epoch 2009 | loss: 0.0312095 | val_loss: 0.0312115 | Time: 2135.14 ms [2022-04-13 07:50:05 main:574] : INFO : Epoch 2010 | loss: 0.0312099 | val_loss: 0.0312124 | Time: 2030.72 ms [2022-04-13 07:50:07 main:574] : INFO : Epoch 2011 | loss: 0.031211 | val_loss: 0.0312137 | Time: 2046.95 ms [2022-04-13 07:50:10 main:574] : INFO : Epoch 2012 | loss: 0.031209 | val_loss: 0.0312111 | Time: 2035.65 ms [2022-04-13 07:50:12 main:574] : INFO : Epoch 2013 | loss: 0.0312097 | val_loss: 0.0312119 | Time: 2156.42 ms [2022-04-13 07:50:14 main:574] : INFO : Epoch 2014 | loss: 0.0312111 | val_loss: 0.0312127 | Time: 2121.8 ms [2022-04-13 07:50:16 main:574] : INFO : Epoch 2015 | loss: 0.031211 | val_loss: 0.0312115 | Time: 2108.9 ms [2022-04-13 07:50:18 main:574] : INFO : Epoch 2016 | loss: 0.0312105 | val_loss: 0.0312162 | Time: 2083.12 ms [2022-04-13 07:50:21 main:574] : INFO : Epoch 2017 | loss: 0.0312126 | val_loss: 0.0312117 | Time: 2114.64 ms [2022-04-13 07:50:23 main:574] : INFO : Epoch 2018 | loss: 0.031212 | val_loss: 0.0312118 | Time: 2162.9 ms [2022-04-13 07:50:25 main:574] : INFO : Epoch 2019 | loss: 0.031211 | val_loss: 0.0312165 | Time: 2108.22 ms [2022-04-13 07:50:27 main:574] : INFO : Epoch 2020 | loss: 0.0312128 | val_loss: 0.0312125 | Time: 2088.82 ms [2022-04-13 07:50:30 main:574] : INFO : Epoch 2021 | loss: 0.0312113 | val_loss: 0.0312132 | Time: 2130.6 ms [2022-04-13 07:50:32 main:574] : INFO : Epoch 2022 | loss: 0.03121 | val_loss: 0.0312116 | Time: 2065.4 ms [2022-04-13 07:50:34 main:574] : INFO : Epoch 2023 | loss: 0.0312085 | val_loss: 0.0312131 | Time: 2100.64 ms [2022-04-13 07:50:36 main:574] : INFO : Epoch 2024 | loss: 0.031209 | val_loss: 0.0312109 | Time: 2076.44 ms [2022-04-13 07:50:38 main:574] : INFO : Epoch 2025 | loss: 0.03121 | val_loss: 0.0312111 | Time: 2111.57 ms [2022-04-13 07:50:41 main:574] : INFO : Epoch 2026 | loss: 0.0312093 | val_loss: 0.031213 | Time: 2060.2 ms [2022-04-13 07:50:43 main:574] : INFO : Epoch 2027 | loss: 0.0312092 | val_loss: 0.031212 | Time: 2028.5 ms [2022-04-13 07:50:45 main:574] : INFO : Epoch 2028 | loss: 0.0312091 | val_loss: 0.0312108 | Time: 2078.82 ms [2022-04-13 07:50:47 main:574] : INFO : Epoch 2029 | loss: 0.0312087 | val_loss: 0.0312113 | Time: 2046.89 ms [2022-04-13 07:50:49 main:574] : INFO : Epoch 2030 | loss: 0.0312087 | val_loss: 0.0312117 | Time: 2035.94 ms [2022-04-13 07:50:52 main:574] : INFO : Epoch 2031 | loss: 0.031209 | val_loss: 0.0312113 | Time: 2077.79 ms [2022-04-13 07:50:54 main:574] : INFO : Epoch 2032 | loss: 0.0312085 | val_loss: 0.0312113 | Time: 2029.79 ms [2022-04-13 07:50:56 main:574] : INFO : Epoch 2033 | loss: 0.0312089 | val_loss: 0.0312111 | Time: 2019.94 ms [2022-04-13 07:50:58 main:574] : INFO : Epoch 2034 | loss: 0.0312092 | val_loss: 0.0312118 | Time: 2007.22 ms [2022-04-13 07:51:00 main:574] : INFO : Epoch 2035 | loss: 0.0312084 | val_loss: 0.0312115 | Time: 2043.62 ms [2022-04-13 07:51:02 main:574] : INFO : Epoch 2036 | loss: 0.0312086 | val_loss: 0.0312141 | Time: 2013.9 ms [2022-04-13 07:51:04 main:574] : INFO : Epoch 2037 | loss: 0.031209 | val_loss: 0.0312118 | Time: 2043.61 ms [2022-04-13 07:51:06 main:574] : INFO : Epoch 2038 | loss: 0.0312092 | val_loss: 0.0312122 | Time: 1994.99 ms [2022-04-13 07:51:08 main:574] : INFO : Epoch 2039 | loss: 0.0312103 | val_loss: 0.0312169 | Time: 2031.63 ms [2022-04-13 07:51:10 main:574] : INFO : Epoch 2040 | loss: 0.0312115 | val_loss: 0.0312131 | Time: 2072.06 ms [2022-04-13 07:51:13 main:574] : INFO : Epoch 2041 | loss: 0.03121 | val_loss: 0.0312133 | Time: 2053.39 ms [2022-04-13 07:51:15 main:574] : INFO : Epoch 2042 | loss: 0.03121 | val_loss: 0.0312132 | Time: 2034.33 ms [2022-04-13 07:51:17 main:574] : INFO : Epoch 2043 | loss: 0.0312102 | val_loss: 0.0312114 | Time: 2049.33 ms [2022-04-13 07:51:19 main:574] : INFO : Epoch 2044 | loss: 0.0312094 | val_loss: 0.0312126 | Time: 1916.01 ms [2022-04-13 07:51:20 main:574] : INFO : Epoch 2045 | loss: 0.0312095 | val_loss: 0.0312139 | Time: 1669.24 ms [2022-04-13 07:51:22 main:574] : INFO : Epoch 2046 | loss: 0.0312103 | val_loss: 0.031213 | Time: 1692.21 ms [2022-04-13 07:51:24 main:574] : INFO : Epoch 2047 | loss: 0.0312109 | val_loss: 0.0312121 | Time: 1791.2 ms [2022-04-13 07:51:26 main:574] : INFO : Epoch 2048 | loss: 0.0312107 | val_loss: 0.0312112 | Time: 1736.26 ms [2022-04-13 07:51:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312112 [2022-04-13 07:51:26 main:603] : INFO : Saving end state to config to file [2022-04-13 07:51:26 main:608] : INFO : Success, exiting.. 07:51:26 (10420): 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)