Task 14624586
| Name | ParityModified-1647048068-25149-3-0_5 |
| Workunit | 11576311 |
| Created | 19 Apr 2022, 3:25:03 UTC |
| Sent | 19 Apr 2022, 3:25:37 UTC |
| Report deadline | 27 Apr 2022, 3:25:37 UTC |
| Received | 19 Apr 2022, 5:53:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 1 hours 11 min 45 sec |
| CPU time | 1 hours 8 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,442.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 35:41 main:574] : INFO : Epoch 1542 | loss: 0.0311757 | val_loss: 0.0311868 | Time: 2030.37 ms [2022-04-19 07:35:43 main:574] : INFO : Epoch 1543 | loss: 0.0311749 | val_loss: 0.0311885 | Time: 2014.35 ms [2022-04-19 07:35:46 main:574] : INFO : Epoch 1544 | loss: 0.0311758 | val_loss: 0.0311885 | Time: 2016.59 ms [2022-04-19 07:35:48 main:574] : INFO : Epoch 1545 | loss: 0.0311751 | val_loss: 0.0311893 | Time: 1999.93 ms [2022-04-19 07:35:50 main:574] : INFO : Epoch 1546 | loss: 0.0311745 | val_loss: 0.0311888 | Time: 1936.02 ms [2022-04-19 07:35:52 main:574] : INFO : Epoch 1547 | loss: 0.0311759 | val_loss: 0.0311928 | Time: 1981.82 ms [2022-04-19 07:35:54 main:574] : INFO : Epoch 1548 | loss: 0.0311783 | val_loss: 0.0311901 | Time: 2001.15 ms [2022-04-19 07:35:56 main:574] : INFO : Epoch 1549 | loss: 0.0311765 | val_loss: 0.0311897 | Time: 1982.09 ms [2022-04-19 07:35:58 main:574] : INFO : Epoch 1550 | loss: 0.0311766 | val_loss: 0.0311894 | Time: 2014.76 ms [2022-04-19 07:36:00 main:574] : INFO : Epoch 1551 | loss: 0.0311765 | val_loss: 0.0311898 | Time: 2018.31 ms [2022-04-19 07:36:02 main:574] : INFO : Epoch 1552 | loss: 0.0311759 | val_loss: 0.0311903 | Time: 1992.9 ms [2022-04-19 07:36:04 main:574] : INFO : Epoch 1553 | loss: 0.0311751 | val_loss: 0.0311901 | Time: 1985.06 ms [2022-04-19 07:36:06 main:574] : INFO : Epoch 1554 | loss: 0.0311749 | val_loss: 0.0311897 | Time: 2000.14 ms [2022-04-19 07:36:08 main:574] : INFO : Epoch 1555 | loss: 0.0311769 | val_loss: 0.0311898 | Time: 1997.28 ms [2022-04-19 07:36:10 main:574] : INFO : Epoch 1556 | loss: 0.0311782 | val_loss: 0.0311889 | Time: 1997.83 ms [2022-04-19 07:36:12 main:574] : INFO : Epoch 1557 | loss: 0.0311761 | val_loss: 0.0311882 | Time: 1985.79 ms [2022-04-19 07:36:14 main:574] : INFO : Epoch 1558 | loss: 0.0311757 | val_loss: 0.0311896 | Time: 2033.12 ms [2022-04-19 07:36:16 main:574] : INFO : Epoch 1559 | loss: 0.0311765 | val_loss: 0.03119 | Time: 2008.55 ms [2022-04-19 07:36:18 main:574] : INFO : Epoch 1560 | loss: 0.0311756 | val_loss: 0.0311894 | Time: 1989.03 ms [2022-04-19 07:36:20 main:574] : INFO : Epoch 1561 | loss: 0.0311753 | val_loss: 0.0311911 | Time: 2092.31 ms [2022-04-19 07:36:23 main:574] : INFO : Epoch 1562 | loss: 0.0311745 | val_loss: 0.0311899 | Time: 2009.87 ms [2022-04-19 07:36:25 main:574] : INFO : Epoch 1563 | loss: 0.031175 | val_loss: 0.0311889 | Time: 2022.74 ms [2022-04-19 07:36:27 main:574] : INFO : Epoch 1564 | loss: 0.0311755 | val_loss: 0.0311906 | Time: 2015.85 ms [2022-04-19 07:36:29 main:574] : INFO : Epoch 1565 | loss: 0.031178 | val_loss: 0.0311926 | Time: 2043.62 ms [2022-04-19 07:36:31 main:574] : INFO : Epoch 1566 | loss: 0.0311776 | val_loss: 0.0311907 | Time: 2013.99 ms [2022-04-19 07:36:33 main:574] : INFO : Epoch 1567 | loss: 0.0311768 | val_loss: 0.0311901 | Time: 2029.72 ms [2022-04-19 07:36:35 main:574] : INFO : Epoch 1568 | loss: 0.0311758 | val_loss: 0.0311889 | Time: 2036 ms [2022-04-19 07:36:37 main:574] : INFO : Epoch 1569 | loss: 0.0311762 | val_loss: 0.0311904 | Time: 2032.85 ms [2022-04-19 07:36:39 main:574] : INFO : Epoch 1570 | loss: 0.0311757 | val_loss: 0.0311884 | Time: 1972.59 ms [2022-04-19 07:36:41 main:574] : INFO : Epoch 1571 | loss: 0.0311762 | val_loss: 0.0311924 | Time: 2028.46 ms [2022-04-19 07:36:43 main:574] : INFO : Epoch 1572 | loss: 0.0311756 | val_loss: 0.0311902 | Time: 1973.03 ms [2022-04-19 07:36:45 main:574] : INFO : Epoch 1573 | loss: 0.0311755 | val_loss: 0.0311938 | Time: 2010.16 ms [2022-04-19 07:36:47 main:574] : INFO : Epoch 1574 | loss: 0.0311761 | val_loss: 0.0311899 | Time: 1955.93 ms [2022-04-19 07:36:49 main:574] : INFO : Epoch 1575 | loss: 0.0311752 | val_loss: 0.0311903 | Time: 2003.56 ms [2022-04-19 07:36:51 main:574] : INFO : Epoch 1576 | loss: 0.0311749 | val_loss: 0.0311886 | Time: 2022.24 ms [2022-04-19 07:36:53 main:574] : INFO : Epoch 1577 | loss: 0.0311753 | val_loss: 0.0311888 | Time: 1987.81 ms [2022-04-19 07:36:55 main:574] : INFO : Epoch 1578 | loss: 0.0311753 | val_loss: 0.0311906 | Time: 1986.87 ms [2022-04-19 07:36:58 main:574] : INFO : Epoch 1579 | loss: 0.0311778 | val_loss: 0.0311907 | Time: 2006.71 ms [2022-04-19 07:37:00 main:574] : INFO : Epoch 1580 | loss: 0.0311775 | val_loss: 0.0311965 | Time: 1970.63 ms [2022-04-19 07:37:02 main:574] : INFO : Epoch 1581 | loss: 0.0311783 | val_loss: 0.0311911 | Time: 1966.96 ms [2022-04-19 07:37:04 main:574] : INFO : Epoch 1582 | loss: 0.0311756 | val_loss: 0.0311908 | Time: 1975.31 ms [2022-04-19 07:37:06 main:574] : INFO : Epoch 1583 | loss: 0.0311752 | val_loss: 0.031192 | Time: 2000.84 ms [2022-04-19 07:37:08 main:574] : INFO : Epoch 1584 | loss: 0.0311803 | val_loss: 0.0311976 | Time: 1981.51 ms [2022-04-19 07:37:10 main:574] : INFO : Epoch 1585 | loss: 0.0311907 | val_loss: 0.0311942 | Time: 1970.95 ms [2022-04-19 07:37:12 main:574] : INFO : Epoch 1586 | loss: 0.0311925 | val_loss: 0.0312033 | Time: 1986.65 ms [2022-04-19 07:37:14 main:574] : INFO : Epoch 1587 | loss: 0.0311952 | val_loss: 0.0312056 | Time: 2017.12 ms [2022-04-19 07:37:16 main:574] : INFO : Epoch 1588 | loss: 0.0311894 | val_loss: 0.0311977 | Time: 2010.14 ms [2022-04-19 07:37:18 main:574] : INFO : Epoch 1589 | loss: 0.0311828 | val_loss: 0.0311903 | Time: 1991.44 ms [2022-04-19 07:37:20 main:574] : INFO : Epoch 1590 | loss: 0.0311808 | val_loss: 0.0311887 | Time: 2016.89 ms [2022-04-19 07:37:22 main:574] : INFO : Epoch 1591 | loss: 0.0311874 | val_loss: 0.0311988 | Time: 1962.29 ms [2022-04-19 07:37:24 main:574] : INFO : Epoch 1592 | loss: 0.0311908 | val_loss: 0.0311964 | Time: 1973.83 ms [2022-04-19 07:37:26 main:574] : INFO : Epoch 1593 | loss: 0.0311919 | val_loss: 0.0311944 | Time: 1991.22 ms [2022-04-19 07:37:28 main:574] : INFO : Epoch 1594 | loss: 0.0311903 | val_loss: 0.0311993 | Time: 2005.41 ms [2022-04-19 07:37:30 main:574] : INFO : Epoch 1595 | loss: 0.0311883 | val_loss: 0.0311928 | Time: 1984.38 ms [2022-04-19 07:37:32 main:574] : INFO : Epoch 1596 | loss: 0.031186 | val_loss: 0.0311941 | Time: 1985.35 ms [2022-04-19 07:37:34 main:574] : INFO : Epoch 1597 | loss: 0.0311882 | val_loss: 0.0311952 | Time: 1979.92 ms [2022-04-19 07:37:36 main:574] : INFO : Epoch 1598 | loss: 0.0311863 | val_loss: 0.0311938 | Time: 1997.14 ms [2022-04-19 07:37:38 main:574] : INFO : Epoch 1599 | loss: 0.0311844 | val_loss: 0.0311944 | Time: 1997.46 ms [2022-04-19 07:37:40 main:574] : INFO : Epoch 1600 | loss: 0.0311834 | val_loss: 0.0311914 | Time: 1929.98 ms [2022-04-19 07:37:42 main:574] : INFO : Epoch 1601 | loss: 0.0311844 | val_loss: 0.0311903 | Time: 1971.53 ms [2022-04-19 07:37:44 main:574] : INFO : Epoch 1602 | loss: 0.0311834 | val_loss: 0.0311919 | Time: 2004.26 ms [2022-04-19 07:37:46 main:574] : INFO : Epoch 1603 | loss: 0.0311834 | val_loss: 0.0311904 | Time: 2010.56 ms [2022-04-19 07:37:48 main:574] : INFO : Epoch 1604 | loss: 0.0311829 | val_loss: 0.0311912 | Time: 1992.08 ms [2022-04-19 07:37:50 main:574] : INFO : Epoch 1605 | loss: 0.0311795 | val_loss: 0.0311892 | Time: 1996.71 ms [2022-04-19 07:37:52 main:574] : INFO : Epoch 1606 | loss: 0.0311786 | val_loss: 0.0311938 | Time: 2008.23 ms [2022-04-19 07:37:54 main:574] : INFO : Epoch 1607 | loss: 0.0311791 | val_loss: 0.0311902 | Time: 2003.36 ms [2022-04-19 07:37:56 main:574] : INFO : Epoch 1608 | loss: 0.0311789 | val_loss: 0.0311894 | Time: 2009.73 ms [2022-04-19 07:37:59 main:574] : INFO : Epoch 1609 | loss: 0.0311777 | val_loss: 0.0311911 | Time: 2020.26 ms [2022-04-19 07:38:01 main:574] : INFO : Epoch 1610 | loss: 0.031178 | val_loss: 0.0311899 | Time: 1978.89 ms [2022-04-19 07:38:03 main:574] : INFO : Epoch 1611 | loss: 0.0311779 | val_loss: 0.0311897 | Time: 1954.56 ms [2022-04-19 07:38:05 main:574] : INFO : Epoch 1612 | loss: 0.0311784 | val_loss: 0.0311897 | Time: 1982.86 ms [2022-04-19 07:38:07 main:574] : INFO : Epoch 1613 | loss: 0.0311781 | val_loss: 0.0311894 | Time: 2025.41 ms [2022-04-19 07:38:09 main:574] : INFO : Epoch 1614 | loss: 0.0311782 | val_loss: 0.0311908 | Time: 2001.18 ms [2022-04-19 07:38:11 main:574] : INFO : Epoch 1615 | loss: 0.0311776 | val_loss: 0.0311908 | Time: 1953.25 ms [2022-04-19 07:38:13 main:574] : INFO : Epoch 1616 | loss: 0.0311771 | val_loss: 0.0311907 | Time: 2012.54 ms [2022-04-19 07:38:15 main:574] : INFO : Epoch 1617 | loss: 0.0311803 | val_loss: 0.0311925 | Time: 1996.69 ms [2022-04-19 07:38:17 main:574] : INFO : Epoch 1618 | loss: 0.0311823 | val_loss: 0.0311931 | Time: 2043.51 ms [2022-04-19 07:38:19 main:574] : INFO : Epoch 1619 | loss: 0.0311838 | val_loss: 0.0311904 | Time: 1990.53 ms [2022-04-19 07:38:21 main:574] : INFO : Epoch 1620 | loss: 0.0311838 | val_loss: 0.0311902 | Time: 1994 ms [2022-04-19 07:38:23 main:574] : INFO : Epoch 1621 | loss: 0.0311813 | val_loss: 0.0311927 | Time: 1996.07 ms [2022-04-19 07:38:25 main:574] : INFO : Epoch 1622 | loss: 0.0311832 | val_loss: 0.0312026 | Time: 2006.15 ms [2022-04-19 07:38:27 main:574] : INFO : Epoch 1623 | loss: 0.0311815 | val_loss: 0.0311899 | Time: 2017.57 ms [2022-04-19 07:38:29 main:574] : INFO : Epoch 1624 | loss: 0.0311783 | val_loss: 0.0311897 | Time: 1994.47 ms [2022-04-19 07:38:31 main:574] : INFO : Epoch 1625 | loss: 0.0311779 | val_loss: 0.0311903 | Time: 2019.43 ms [2022-04-19 07:38:33 main:574] : INFO : Epoch 1626 | loss: 0.0311783 | val_loss: 0.03119 | Time: 2032.31 ms [2022-04-19 07:38:35 main:574] : INFO : Epoch 1627 | loss: 0.0311773 | val_loss: 0.0311892 | Time: 2048.01 ms [2022-04-19 07:38:37 main:574] : INFO : Epoch 1628 | loss: 0.0311777 | val_loss: 0.0311892 | Time: 2026.29 ms [2022-04-19 07:38:40 main:574] : INFO : Epoch 1629 | loss: 0.031177 | val_loss: 0.0311896 | Time: 2029.22 ms [2022-04-19 07:38:42 main:574] : INFO : Epoch 1630 | loss: 0.0311783 | val_loss: 0.0311892 | Time: 1995.07 ms [2022-04-19 07:38:44 main:574] : INFO : Epoch 1631 | loss: 0.0311792 | val_loss: 0.0311895 | Time: 2061.68 ms [2022-04-19 07:38:46 main:574] : INFO : Epoch 1632 | loss: 0.0311783 | val_loss: 0.031191 | Time: 2038.55 ms [2022-04-19 07:38:48 main:574] : INFO : Epoch 1633 | loss: 0.0311781 | val_loss: 0.0311924 | Time: 2034.5 ms [2022-04-19 07:38:50 main:574] : INFO : Epoch 1634 | loss: 0.031178 | val_loss: 0.0311882 | Time: 2038.94 ms [2022-04-19 07:38:52 main:574] : INFO : Epoch 1635 | loss: 0.0311771 | val_loss: 0.0311885 | Time: 2055.71 ms [2022-04-19 07:38:54 main:574] : INFO : Epoch 1636 | loss: 0.03118 | val_loss: 0.0311935 | Time: 2019.2 ms [2022-04-19 07:38:56 main:574] : INFO : Epoch 1637 | loss: 0.0311777 | val_loss: 0.0311895 | Time: 2059.36 ms [2022-04-19 07:38:59 main:574] : INFO : Epoch 1638 | loss: 0.0311764 | val_loss: 0.0311883 | Time: 2046.49 ms [2022-04-19 07:39:01 main:574] : INFO : Epoch 1639 | loss: 0.0311763 | val_loss: 0.0311882 | Time: 2011.42 ms [2022-04-19 07:39:03 main:574] : INFO : Epoch 1640 | loss: 0.031177 | val_loss: 0.0311872 | Time: 2035.38 ms [2022-04-19 07:39:05 main:574] : INFO : Epoch 1641 | loss: 0.0311772 | val_loss: 0.0311886 | Time: 2044.94 ms [2022-04-19 07:39:07 main:574] : INFO : Epoch 1642 | loss: 0.0311767 | val_loss: 0.0311875 | Time: 2047.4 ms [2022-04-19 07:39:09 main:574] : INFO : Epoch 1643 | loss: 0.0311761 | val_loss: 0.0311884 | Time: 2050.68 ms [2022-04-19 07:39:11 main:574] : INFO : Epoch 1644 | loss: 0.0311762 | val_loss: 0.0311879 | Time: 2045.07 ms [2022-04-19 07:39:13 main:574] : INFO : Epoch 1645 | loss: 0.031176 | val_loss: 0.031191 | Time: 2057.44 ms [2022-04-19 07:39:16 main:574] : INFO : Epoch 1646 | loss: 0.0311792 | val_loss: 0.0311878 | Time: 2049.47 ms [2022-04-19 07:39:18 main:574] : INFO : Epoch 1647 | loss: 0.0311756 | val_loss: 0.0311907 | Time: 2025 ms [2022-04-19 07:39:20 main:574] : INFO : Epoch 1648 | loss: 0.0311765 | val_loss: 0.0311889 | Time: 2039.7 ms [2022-04-19 07:39:22 main:574] : INFO : Epoch 1649 | loss: 0.031178 | val_loss: 0.0311895 | Time: 2023.54 ms [2022-04-19 07:39:24 main:574] : INFO : Epoch 1650 | loss: 0.0311771 | val_loss: 0.0311897 | Time: 2026.97 ms [2022-04-19 07:39:26 main:574] : INFO : Epoch 1651 | loss: 0.0311756 | val_loss: 0.0311911 | Time: 2031.99 ms [2022-04-19 07:39:28 main:574] : INFO : Epoch 1652 | loss: 0.031177 | val_loss: 0.0311887 | Time: 2008.33 ms [2022-04-19 07:39:30 main:574] : INFO : Epoch 1653 | loss: 0.0311767 | val_loss: 0.0311885 | Time: 2044.61 ms [2022-04-19 07:39:32 main:574] : INFO : Epoch 1654 | loss: 0.031177 | val_loss: 0.0311901 | Time: 2047.37 ms [2022-04-19 07:39:34 main:574] : INFO : Epoch 1655 | loss: 0.0311822 | val_loss: 0.0311952 | Time: 2027.47 ms [2022-04-19 07:39:36 main:574] : INFO : Epoch 1656 | loss: 0.031181 | val_loss: 0.0311882 | Time: 2036.99 ms [2022-04-19 07:39:38 main:574] : INFO : Epoch 1657 | loss: 0.0311771 | val_loss: 0.031189 | Time: 2013.14 ms [2022-04-19 07:39:40 main:574] : INFO : Epoch 1658 | loss: 0.0311763 | val_loss: 0.0311903 | Time: 2009.77 ms [2022-04-19 07:39:42 main:574] : INFO : Epoch 1659 | loss: 0.0311761 | val_loss: 0.0311926 | Time: 1971.2 ms [2022-04-19 07:39:44 main:574] : INFO : Epoch 1660 | loss: 0.0311793 | val_loss: 0.0311975 | Time: 2017.47 ms [2022-04-19 07:39:47 main:574] : INFO : Epoch 1661 | loss: 0.0311778 | val_loss: 0.0311896 | Time: 1995.41 ms [2022-04-19 07:39:49 main:574] : INFO : Epoch 1662 | loss: 0.0311775 | val_loss: 0.0311923 | Time: 2002.91 ms [2022-04-19 07:39:51 main:574] : INFO : Epoch 1663 | loss: 0.0311769 | val_loss: 0.0311886 | Time: 1970.81 ms [2022-04-19 07:39:53 main:574] : INFO : Epoch 1664 | loss: 0.0311757 | val_loss: 0.0311908 | Time: 1971.15 ms [2022-04-19 07:39:55 main:574] : INFO : Epoch 1665 | loss: 0.0311754 | val_loss: 0.0311888 | Time: 1977.99 ms [2022-04-19 07:39:57 main:574] : INFO : Epoch 1666 | loss: 0.0311763 | val_loss: 0.0311877 | Time: 1961.87 ms [2022-04-19 07:39:59 main:574] : INFO : Epoch 1667 | loss: 0.0311761 | val_loss: 0.0311906 | Time: 2004.39 ms [2022-04-19 07:40:01 main:574] : INFO : Epoch 1668 | loss: 0.031191 | val_loss: 0.0312013 | Time: 2003.87 ms [2022-04-19 07:40:03 main:574] : INFO : Epoch 1669 | loss: 0.0311964 | val_loss: 0.0312007 | Time: 2003.98 ms [2022-04-19 07:40:05 main:574] : INFO : Epoch 1670 | loss: 0.0311933 | val_loss: 0.0311978 | Time: 2015.63 ms [2022-04-19 07:40:07 main:574] : INFO : Epoch 1671 | loss: 0.0311902 | val_loss: 0.031199 | Time: 2015.29 ms [2022-04-19 07:40:09 main:574] : INFO : Epoch 1672 | loss: 0.0311887 | val_loss: 0.031197 | Time: 1993.73 ms [2022-04-19 07:40:11 main:574] : INFO : Epoch 1673 | loss: 0.0311878 | val_loss: 0.0312015 | Time: 2032.61 ms [2022-04-19 07:40:13 main:574] : INFO : Epoch 1674 | loss: 0.0311895 | val_loss: 0.0312031 | Time: 1997.34 ms [2022-04-19 07:40:15 main:574] : INFO : Epoch 1675 | loss: 0.0311904 | val_loss: 0.0311975 | Time: 1952.78 ms [2022-04-19 07:40:17 main:574] : INFO : Epoch 1676 | loss: 0.0311868 | val_loss: 0.0311935 | Time: 2055.39 ms [2022-04-19 07:40:19 main:574] : INFO : Epoch 1677 | loss: 0.0311846 | val_loss: 0.0311914 | Time: 2033.08 ms [2022-04-19 07:40:21 main:574] : INFO : Epoch 1678 | loss: 0.0311852 | val_loss: 0.0311939 | Time: 2044.73 ms [2022-04-19 07:40:23 main:574] : INFO : Epoch 1679 | loss: 0.0311861 | val_loss: 0.0311951 | Time: 1994.78 ms [2022-04-19 07:40:25 main:574] : INFO : Epoch 1680 | loss: 0.0311844 | val_loss: 0.031191 | Time: 2025.76 ms [2022-04-19 07:40:27 main:574] : INFO : Epoch 1681 | loss: 0.0311827 | val_loss: 0.0311953 | Time: 2035.51 ms [2022-04-19 07:40:30 main:574] : INFO : Epoch 1682 | loss: 0.0311839 | val_loss: 0.0311931 | Time: 2030.05 ms [2022-04-19 07:40:32 main:574] : INFO : Epoch 1683 | loss: 0.0311825 | val_loss: 0.0311935 | Time: 2045.49 ms [2022-04-19 07:40:34 main:574] : INFO : Epoch 1684 | loss: 0.0311829 | val_loss: 0.031192 | Time: 2010.63 ms [2022-04-19 07:40:36 main:574] : INFO : Epoch 1685 | loss: 0.031182 | val_loss: 0.031195 | Time: 2020.95 ms [2022-04-19 07:40:38 main:574] : INFO : Epoch 1686 | loss: 0.0311814 | val_loss: 0.0311916 | Time: 2036.31 ms [2022-04-19 07:40:40 main:574] : INFO : Epoch 1687 | loss: 0.0311807 | val_loss: 0.0311924 | Time: 2037.57 ms [2022-04-19 07:40:42 main:574] : INFO : Epoch 1688 | loss: 0.0311827 | val_loss: 0.0311928 | Time: 2013.81 ms [2022-04-19 07:40:44 main:574] : INFO : Epoch 1689 | loss: 0.0311861 | val_loss: 0.0311956 | Time: 2049.73 ms [2022-04-19 07:40:46 main:574] : INFO : Epoch 1690 | loss: 0.0311845 | val_loss: 0.0311925 | Time: 2027.94 ms [2022-04-19 07:40:48 main:574] : INFO : Epoch 1691 | loss: 0.0311831 | val_loss: 0.031193 | Time: 2036.41 ms [2022-04-19 07:40:50 main:574] : INFO : Epoch 1692 | loss: 0.0311829 | val_loss: 0.0311907 | Time: 2040.4 ms [2022-04-19 07:40:53 main:574] : INFO : Epoch 1693 | loss: 0.0311819 | val_loss: 0.0311914 | Time: 2042.89 ms [2022-04-19 07:40:55 main:574] : INFO : Epoch 1694 | loss: 0.0311821 | val_loss: 0.031191 | Time: 2053.95 ms [2022-04-19 07:40:57 main:574] : INFO : Epoch 1695 | loss: 0.0311807 | val_loss: 0.0311922 | Time: 2024.43 ms [2022-04-19 07:40:59 main:574] : INFO : Epoch 1696 | loss: 0.0311807 | val_loss: 0.0311897 | Time: 2051.35 ms [2022-04-19 07:41:01 main:574] : INFO : Epoch 1697 | loss: 0.0311813 | val_loss: 0.0311958 | Time: 2038.57 ms [2022-04-19 07:41:03 main:574] : INFO : Epoch 1698 | loss: 0.0311832 | val_loss: 0.0311902 | Time: 2035.36 ms [2022-04-19 07:41:05 main:574] : INFO : Epoch 1699 | loss: 0.0311802 | val_loss: 0.03119 | Time: 2036.1 ms [2022-04-19 07:41:07 main:574] : INFO : Epoch 1700 | loss: 0.0311799 | val_loss: 0.0311899 | Time: 2055.59 ms [2022-04-19 07:41:10 main:574] : INFO : Epoch 1701 | loss: 0.0311797 | val_loss: 0.0311885 | Time: 2032.42 ms [2022-04-19 07:41:12 main:574] : INFO : Epoch 1702 | loss: 0.0311792 | val_loss: 0.0311907 | Time: 2001.4 ms [2022-04-19 07:41:14 main:574] : INFO : Epoch 1703 | loss: 0.0311785 | val_loss: 0.0311899 | Time: 2033.5 ms [2022-04-19 07:41:16 main:574] : INFO : Epoch 1704 | loss: 0.0311791 | val_loss: 0.0311897 | Time: 2026.09 ms [2022-04-19 07:41:18 main:574] : INFO : Epoch 1705 | loss: 0.0311789 | val_loss: 0.0311896 | Time: 2051.27 ms [2022-04-19 07:41:20 main:574] : INFO : Epoch 1706 | loss: 0.0311815 | val_loss: 0.0312066 | Time: 2035.02 ms [2022-04-19 07:41:22 main:574] : INFO : Epoch 1707 | loss: 0.0311865 | val_loss: 0.031194 | Time: 2073.43 ms [2022-04-19 07:41:24 main:574] : INFO : Epoch 1708 | loss: 0.0311813 | val_loss: 0.0311924 | Time: 2053.35 ms [2022-04-19 07:41:26 main:574] : INFO : Epoch 1709 | loss: 0.0311807 | val_loss: 0.0311909 | Time: 2019.23 ms [2022-04-19 07:41:28 main:574] : INFO : Epoch 1710 | loss: 0.0311813 | val_loss: 0.0311925 | Time: 2013.69 ms [2022-04-19 07:41:31 main:574] : INFO : Epoch 1711 | loss: 0.0311811 | val_loss: 0.0311904 | Time: 2012.73 ms [2022-04-19 07:41:33 main:574] : INFO : Epoch 1712 | loss: 0.031182 | val_loss: 0.0311955 | Time: 1995.29 ms [2022-04-19 07:41:35 main:574] : INFO : Epoch 1713 | loss: 0.0311864 | val_loss: 0.031191 | Time: 2003.36 ms [2022-04-19 07:41:37 main:574] : INFO : Epoch 1714 | loss: 0.0311832 | val_loss: 0.0311899 | Time: 1989.97 ms [2022-04-19 07:41:39 main:574] : INFO : Epoch 1715 | loss: 0.0311839 | val_loss: 0.0311933 | Time: 2007.06 ms [2022-04-19 07:41:41 main:574] : INFO : Epoch 1716 | loss: 0.0311847 | val_loss: 0.0311927 | Time: 2022.71 ms [2022-04-19 07:41:43 main:574] : INFO : Epoch 1717 | loss: 0.0311867 | val_loss: 0.0311928 | Time: 2017.58 ms [2022-04-19 07:41:45 main:574] : INFO : Epoch 1718 | loss: 0.0311838 | val_loss: 0.0311939 | Time: 2031.36 ms [2022-04-19 07:41:47 main:574] : INFO : Epoch 1719 | loss: 0.0311842 | val_loss: 0.0311957 | Time: 2011.37 ms [2022-04-19 07:41:49 main:574] : INFO : Epoch 1720 | loss: 0.0311818 | val_loss: 0.0311896 | Time: 2022.42 ms [2022-04-19 07:41:51 main:574] : INFO : Epoch 1721 | loss: 0.0311808 | val_loss: 0.0311908 | Time: 1998.45 ms [2022-04-19 07:41:53 main:574] : INFO : Epoch 1722 | loss: 0.0311821 | val_loss: 0.0311898 | Time: 2038.73 ms [2022-04-19 07:41:55 main:574] : INFO : Epoch 1723 | loss: 0.031184 | val_loss: 0.0312008 | Time: 2024.1 ms [2022-04-19 07:41:57 main:574] : INFO : Epoch 1724 | loss: 0.0311802 | val_loss: 0.0311885 | Time: 2063.81 ms [2022-04-19 07:41:59 main:574] : INFO : Epoch 1725 | loss: 0.0311796 | val_loss: 0.0311908 | Time: 2011.26 ms [2022-04-19 07:42:01 main:574] : INFO : Epoch 1726 | loss: 0.0311804 | val_loss: 0.0311887 | Time: 1971.71 ms [2022-04-19 07:42:03 main:574] : INFO : Epoch 1727 | loss: 0.0311827 | val_loss: 0.031193 | Time: 1954.3 ms [2022-04-19 07:42:05 main:574] : INFO : Epoch 1728 | loss: 0.0311828 | val_loss: 0.0312024 | Time: 1970.45 ms [2022-04-19 07:42:08 main:574] : INFO : Epoch 1729 | loss: 0.0311853 | val_loss: 0.031191 | Time: 1962.16 ms [2022-04-19 07:42:10 main:574] : INFO : Epoch 1730 | loss: 0.0311832 | val_loss: 0.0311897 | Time: 1995.22 ms [2022-04-19 07:42:12 main:574] : INFO : Epoch 1731 | loss: 0.0311813 | val_loss: 0.0311898 | Time: 2005.86 ms [2022-04-19 07:42:14 main:574] : INFO : Epoch 1732 | loss: 0.0311806 | val_loss: 0.0311886 | Time: 2004.6 ms [2022-04-19 07:42:16 main:574] : INFO : Epoch 1733 | loss: 0.0311788 | val_loss: 0.0311888 | Time: 2015.83 ms [2022-04-19 07:42:18 main:574] : INFO : Epoch 1734 | loss: 0.0311799 | val_loss: 0.0311897 | Time: 1992.78 ms [2022-04-19 07:42:20 main:574] : INFO : Epoch 1735 | loss: 0.0311787 | val_loss: 0.0311898 | Time: 2022.91 ms [2022-04-19 07:42:22 main:574] : INFO : Epoch 1736 | loss: 0.031178 | val_loss: 0.031188 | Time: 2032.13 ms [2022-04-19 07:42:24 main:574] : INFO : Epoch 1737 | loss: 0.0311784 | val_loss: 0.0311885 | Time: 2036.55 ms [2022-04-19 07:42:26 main:574] : INFO : Epoch 1738 | loss: 0.0311778 | val_loss: 0.0311878 | Time: 2020.92 ms [2022-04-19 07:42:28 main:574] : INFO : Epoch 1739 | loss: 0.0311783 | val_loss: 0.0311886 | Time: 1912.93 ms [2022-04-19 07:42:30 main:574] : INFO : Epoch 1740 | loss: 0.031181 | val_loss: 0.0311962 | Time: 2011 ms [2022-04-19 07:42:32 main:574] : INFO : Epoch 1741 | loss: 0.03118 | val_loss: 0.0311916 | Time: 2004.9 ms [2022-04-19 07:42:34 main:574] : INFO : Epoch 1742 | loss: 0.0311872 | val_loss: 0.0311954 | Time: 2002.08 ms [2022-04-19 07:42:36 main:574] : INFO : Epoch 1743 | loss: 0.0311878 | val_loss: 0.0311933 | Time: 1999.16 ms [2022-04-19 07:42:39 main:574] : INFO : Epoch 1744 | loss: 0.031185 | val_loss: 0.0311967 | Time: 2005.78 ms [2022-04-19 07:42:41 main:574] : INFO : Epoch 1745 | loss: 0.0311837 | val_loss: 0.0311926 | Time: 1989.79 ms [2022-04-19 07:42:43 main:574] : INFO : Epoch 1746 | loss: 0.0311821 | val_loss: 0.0311899 | Time: 1994.85 ms [2022-04-19 07:42:45 main:574] : INFO : Epoch 1747 | loss: 0.0311809 | val_loss: 0.0311894 | Time: 2007.63 ms [2022-04-19 07:42:47 main:574] : INFO : Epoch 1748 | loss: 0.0311811 | val_loss: 0.0311906 | Time: 2001.89 ms [2022-04-19 07:42:49 main:574] : INFO : Epoch 1749 | loss: 0.0311824 | val_loss: 0.0311898 | Time: 2030.1 ms [2022-04-19 07:42:51 main:574] : INFO : Epoch 1750 | loss: 0.0311809 | val_loss: 0.0311897 | Time: 2026.95 ms [2022-04-19 07:42:53 main:574] : INFO : Epoch 1751 | loss: 0.0311803 | val_loss: 0.0311926 | Time: 1961.71 ms [2022-04-19 07:42:55 main:574] : INFO : Epoch 1752 | loss: 0.0311797 | val_loss: 0.0311898 | Time: 2031.62 ms [2022-04-19 07:42:57 main:574] : INFO : Epoch 1753 | loss: 0.0311816 | val_loss: 0.0311911 | Time: 2005.93 ms [2022-04-19 07:42:59 main:574] : INFO : Epoch 1754 | loss: 0.0311804 | val_loss: 0.0311888 | Time: 2019.29 ms [2022-04-19 07:43:01 main:574] : INFO : Epoch 1755 | loss: 0.0311802 | val_loss: 0.0311898 | Time: 1967.91 ms [2022-04-19 07:43:03 main:574] : INFO : Epoch 1756 | loss: 0.0311778 | val_loss: 0.0311914 | Time: 1998.68 ms [2022-04-19 07:43:05 main:574] : INFO : Epoch 1757 | loss: 0.0311776 | val_loss: 0.0311904 | Time: 2026.6 ms [2022-04-19 07:43:07 main:574] : INFO : Epoch 1758 | loss: 0.0311792 | val_loss: 0.0311905 | Time: 1998.31 ms [2022-04-19 07:43:10 main:574] : INFO : Epoch 1759 | loss: 0.0311788 | val_loss: 0.0311945 | Time: 2027.4 ms [2022-04-19 07:43:12 main:574] : INFO : Epoch 1760 | loss: 0.0311792 | val_loss: 0.0311899 | Time: 1999.62 ms [2022-04-19 07:43:14 main:574] : INFO : Epoch 1761 | loss: 0.0311793 | val_loss: 0.0311889 | Time: 1972.91 ms [2022-04-19 07:43:16 main:574] : INFO : Epoch 1762 | loss: 0.0311803 | val_loss: 0.0311895 | Time: 1983.6 ms [2022-04-19 07:43:18 main:574] : INFO : Epoch 1763 | loss: 0.0311824 | val_loss: 0.0311884 | Time: 2013.59 ms [2022-04-19 07:43:20 main:574] : INFO : Epoch 1764 | loss: 0.0311803 | val_loss: 0.0311916 | Time: 2000.86 ms [2022-04-19 07:43:22 main:574] : INFO : Epoch 1765 | loss: 0.0311787 | val_loss: 0.0311879 | Time: 1976.17 ms [2022-04-19 07:43:24 main:574] : INFO : Epoch 1766 | loss: 0.0311783 | val_loss: 0.031189 | Time: 2007.13 ms [2022-04-19 07:43:26 main:574] : INFO : Epoch 1767 | loss: 0.0311781 | val_loss: 0.031189 | Time: 2006.72 ms [2022-04-19 07:43:28 main:574] : INFO : Epoch 1768 | loss: 0.0311778 | val_loss: 0.0311886 | Time: 2013.91 ms [2022-04-19 07:43:30 main:574] : INFO : Epoch 1769 | loss: 0.0311776 | val_loss: 0.0311887 | Time: 1978.3 ms [2022-04-19 07:43:32 main:574] : INFO : Epoch 1770 | loss: 0.0311773 | val_loss: 0.0311896 | Time: 1988.91 ms [2022-04-19 07:43:34 main:574] : INFO : Epoch 1771 | loss: 0.0311795 | val_loss: 0.0311962 | Time: 2010.32 ms [2022-04-19 07:43:36 main:574] : INFO : Epoch 1772 | loss: 0.0311792 | val_loss: 0.0311904 | Time: 1997.49 ms [2022-04-19 07:43:38 main:574] : INFO : Epoch 1773 | loss: 0.0311782 | val_loss: 0.0311883 | Time: 2005.33 ms [2022-04-19 07:43:40 main:574] : INFO : Epoch 1774 | loss: 0.0311767 | val_loss: 0.0311881 | Time: 2020.93 ms [2022-04-19 07:43:42 main:574] : INFO : Epoch 1775 | loss: 0.0311783 | val_loss: 0.0311931 | Time: 1997.77 ms [2022-04-19 07:43:44 main:574] : INFO : Epoch 1776 | loss: 0.0311792 | val_loss: 0.0311877 | Time: 2031.15 ms [2022-04-19 07:43:46 main:574] : INFO : Epoch 1777 | loss: 0.031177 | val_loss: 0.031188 | Time: 2011.06 ms [2022-04-19 07:43:48 main:574] : INFO : Epoch 1778 | loss: 0.0311776 | val_loss: 0.0311885 | Time: 2014.9 ms [2022-04-19 07:43:50 main:574] : INFO : Epoch 1779 | loss: 0.0311774 | val_loss: 0.031188 | Time: 1993.7 ms [2022-04-19 07:43:52 main:574] : INFO : Epoch 1780 | loss: 0.0311761 | val_loss: 0.0311889 | Time: 2000.17 ms [2022-04-19 07:43:54 main:574] : INFO : Epoch 1781 | loss: 0.0311763 | val_loss: 0.0311887 | Time: 1972.61 ms [2022-04-19 07:43:57 main:574] : INFO : Epoch 1782 | loss: 0.0311768 | val_loss: 0.0311892 | Time: 2022.98 ms [2022-04-19 07:43:59 main:574] : INFO : Epoch 1783 | loss: 0.0311778 | val_loss: 0.0311877 | Time: 2026.46 ms [2022-04-19 07:44:01 main:574] : INFO : Epoch 1784 | loss: 0.031176 | val_loss: 0.0311882 | Time: 2012.69 ms [2022-04-19 07:44:03 main:574] : INFO : Epoch 1785 | loss: 0.031177 | val_loss: 0.031189 | Time: 2008.54 ms [2022-04-19 07:44:05 main:574] : INFO : Epoch 1786 | loss: 0.0311766 | val_loss: 0.0311885 | Time: 2034.53 ms [2022-04-19 07:44:07 main:574] : INFO : Epoch 1787 | loss: 0.0311764 | val_loss: 0.0311878 | Time: 2014.61 ms [2022-04-19 07:44:09 main:574] : INFO : Epoch 1788 | loss: 0.0311793 | val_loss: 0.031188 | Time: 2009.15 ms [2022-04-19 07:44:11 main:574] : INFO : Epoch 1789 | loss: 0.0311773 | val_loss: 0.0311923 | Time: 2021.52 ms [2022-04-19 07:44:13 main:574] : INFO : Epoch 1790 | loss: 0.0311778 | val_loss: 0.0311877 | Time: 2026.23 ms [2022-04-19 07:44:15 main:574] : INFO : Epoch 1791 | loss: 0.0311849 | val_loss: 0.0312385 | Time: 2010.27 ms [2022-04-19 07:44:17 main:574] : INFO : Epoch 1792 | loss: 0.0312061 | val_loss: 0.0312212 | Time: 1987.15 ms [2022-04-19 07:44:19 main:574] : INFO : Epoch 1793 | loss: 0.0312255 | val_loss: 0.031218 | Time: 1981.68 ms [2022-04-19 07:44:21 main:574] : INFO : Epoch 1794 | loss: 0.0311915 | val_loss: 0.0311924 | Time: 2028.57 ms [2022-04-19 07:44:23 main:574] : INFO : Epoch 1795 | loss: 0.031182 | val_loss: 0.0311902 | Time: 1994.03 ms [2022-04-19 07:44:25 main:574] : INFO : Epoch 1796 | loss: 0.0311784 | val_loss: 0.03119 | Time: 2014.4 ms [2022-04-19 07:44:27 main:574] : INFO : Epoch 1797 | loss: 0.0311753 | val_loss: 0.0311892 | Time: 2020.3 ms [2022-04-19 07:44:29 main:574] : INFO : Epoch 1798 | loss: 0.0311768 | val_loss: 0.0311893 | Time: 1977.86 ms [2022-04-19 07:44:31 main:574] : INFO : Epoch 1799 | loss: 0.0311777 | val_loss: 0.0311882 | Time: 2015.8 ms [2022-04-19 07:44:34 main:574] : INFO : Epoch 1800 | loss: 0.0311769 | val_loss: 0.031188 | Time: 2051.48 ms [2022-04-19 07:44:36 main:574] : INFO : Epoch 1801 | loss: 0.031175 | val_loss: 0.0311886 | Time: 2043.97 ms [2022-04-19 07:44:38 main:574] : INFO : Epoch 1802 | loss: 0.0311756 | val_loss: 0.0311903 | Time: 2064.16 ms [2022-04-19 07:44:40 main:574] : INFO : Epoch 1803 | loss: 0.0311749 | val_loss: 0.0311891 | Time: 2042.2 ms [2022-04-19 07:44:42 main:574] : INFO : Epoch 1804 | loss: 0.0311748 | val_loss: 0.0311884 | Time: 2041.02 ms [2022-04-19 07:44:44 main:574] : INFO : Epoch 1805 | loss: 0.0311751 | val_loss: 0.0311879 | Time: 2054.03 ms [2022-04-19 07:44:46 main:574] : INFO : Epoch 1806 | loss: 0.0311744 | val_loss: 0.0311891 | Time: 2027.88 ms [2022-04-19 07:44:48 main:574] : INFO : Epoch 1807 | loss: 0.0311758 | val_loss: 0.0311889 | Time: 2036 ms [2022-04-19 07:44:50 main:574] : INFO : Epoch 1808 | loss: 0.0311749 | val_loss: 0.031188 | Time: 2033.28 ms [2022-04-19 07:44:52 main:574] : INFO : Epoch 1809 | loss: 0.0311756 | val_loss: 0.0311888 | Time: 2035.37 ms [2022-04-19 07:44:55 main:574] : INFO : Epoch 1810 | loss: 0.0311749 | val_loss: 0.0311889 | Time: 1998.32 ms [2022-04-19 07:44:57 main:574] : INFO : Epoch 1811 | loss: 0.0311769 | val_loss: 0.0311888 | Time: 2022.98 ms [2022-04-19 07:44:59 main:574] : INFO : Epoch 1812 | loss: 0.0311763 | val_loss: 0.0311919 | Time: 2007.34 ms [2022-04-19 07:45:01 main:574] : INFO : Epoch 1813 | loss: 0.0311774 | val_loss: 0.0311919 | Time: 1992.52 ms [2022-04-19 07:45:03 main:574] : INFO : Epoch 1814 | loss: 0.0311803 | val_loss: 0.0311903 | Time: 1993.31 ms [2022-04-19 07:45:05 main:574] : INFO : Epoch 1815 | loss: 0.0311773 | val_loss: 0.0311942 | Time: 1999.45 ms [2022-04-19 07:45:07 main:574] : INFO : Epoch 1816 | loss: 0.0311788 | val_loss: 0.0311937 | Time: 2035.25 ms [2022-04-19 07:45:09 main:574] : INFO : Epoch 1817 | loss: 0.031176 | val_loss: 0.03119 | Time: 2002.46 ms [2022-04-19 07:45:11 main:574] : INFO : Epoch 1818 | loss: 0.0311763 | val_loss: 0.0311881 | Time: 2018.69 ms [2022-04-19 07:45:13 main:574] : INFO : Epoch 1819 | loss: 0.0311761 | val_loss: 0.0311928 | Time: 2013.5 ms [2022-04-19 07:45:15 main:574] : INFO : Epoch 1820 | loss: 0.0311801 | val_loss: 0.0311935 | Time: 2006.32 ms [2022-04-19 07:45:17 main:574] : INFO : Epoch 1821 | loss: 0.0311748 | val_loss: 0.0311888 | Time: 2004.54 ms [2022-04-19 07:45:19 main:574] : INFO : Epoch 1822 | loss: 0.0311748 | val_loss: 0.0311903 | Time: 1985.38 ms [2022-04-19 07:45:21 main:574] : INFO : Epoch 1823 | loss: 0.0311756 | val_loss: 0.0311882 | Time: 2024.86 ms [2022-04-19 07:45:23 main:574] : INFO : Epoch 1824 | loss: 0.0311743 | val_loss: 0.0311891 | Time: 2036.89 ms [2022-04-19 07:45:25 main:574] : INFO : Epoch 1825 | loss: 0.031175 | val_loss: 0.0311886 | Time: 2007.31 ms [2022-04-19 07:45:27 main:574] : INFO : Epoch 1826 | loss: 0.0311749 | val_loss: 0.0311884 | Time: 2024.37 ms [2022-04-19 07:45:29 main:574] : INFO : Epoch 1827 | loss: 0.0311744 | val_loss: 0.0311883 | Time: 2026.61 ms [2022-04-19 07:45:32 main:574] : INFO : Epoch 1828 | loss: 0.0311756 | val_loss: 0.0311891 | Time: 2022.06 ms [2022-04-19 07:45:34 main:574] : INFO : Epoch 1829 | loss: 0.0311758 | val_loss: 0.03119 | Time: 2030.27 ms [2022-04-19 07:45:36 main:574] : INFO : Epoch 1830 | loss: 0.0311737 | val_loss: 0.0311908 | Time: 2008.15 ms [2022-04-19 07:45:38 main:574] : INFO : Epoch 1831 | loss: 0.0311742 | val_loss: 0.0311882 | Time: 1977.97 ms [2022-04-19 07:45:40 main:574] : INFO : Epoch 1832 | loss: 0.0311737 | val_loss: 0.0311901 | Time: 2000.67 ms [2022-04-19 07:45:42 main:574] : INFO : Epoch 1833 | loss: 0.031175 | val_loss: 0.0311881 | Time: 2010.79 ms [2022-04-19 07:45:44 main:574] : INFO : Epoch 1834 | loss: 0.0311763 | val_loss: 0.03119 | Time: 2016.52 ms [2022-04-19 07:45:46 main:574] : INFO : Epoch 1835 | loss: 0.031177 | val_loss: 0.0311893 | Time: 1998.98 ms [2022-04-19 07:45:48 main:574] : INFO : Epoch 1836 | loss: 0.0311751 | val_loss: 0.0311904 | Time: 1993.09 ms [2022-04-19 07:45:50 main:574] : INFO : Epoch 1837 | loss: 0.0311747 | val_loss: 0.0311918 | Time: 2005.85 ms [2022-04-19 07:45:52 main:574] : INFO : Epoch 1838 | loss: 0.0311758 | val_loss: 0.0311923 | Time: 1994.29 ms [2022-04-19 07:45:54 main:574] : INFO : Epoch 1839 | loss: 0.0311755 | val_loss: 0.0311925 | Time: 1989.61 ms [2022-04-19 07:45:56 main:574] : INFO : Epoch 1840 | loss: 0.0311765 | val_loss: 0.0311879 | Time: 1994.45 ms [2022-04-19 07:45:58 main:574] : INFO : Epoch 1841 | loss: 0.0311742 | val_loss: 0.0311884 | Time: 2024.21 ms [2022-04-19 07:46:00 main:574] : INFO : Epoch 1842 | loss: 0.031176 | val_loss: 0.0311893 | Time: 2034.56 ms [2022-04-19 07:46:02 main:574] : INFO : Epoch 1843 | loss: 0.0311754 | val_loss: 0.0311889 | Time: 2028.91 ms [2022-04-19 07:46:04 main:574] : INFO : Epoch 1844 | loss: 0.0311768 | val_loss: 0.0311897 | Time: 2000.9 ms [2022-04-19 07:46:07 main:574] : INFO : Epoch 1845 | loss: 0.031176 | val_loss: 0.0311975 | Time: 2025.98 ms [2022-04-19 07:46:09 main:574] : INFO : Epoch 1846 | loss: 0.0311758 | val_loss: 0.0311902 | Time: 1996.94 ms [2022-04-19 07:46:11 main:574] : INFO : Epoch 1847 | loss: 0.031178 | val_loss: 0.0311947 | Time: 2021.95 ms [2022-04-19 07:46:13 main:574] : INFO : Epoch 1848 | loss: 0.0311834 | val_loss: 0.0311953 | Time: 2006.61 ms [2022-04-19 07:46:15 main:574] : INFO : Epoch 1849 | loss: 0.03118 | val_loss: 0.0311912 | Time: 1969.81 ms [2022-04-19 07:46:17 main:574] : INFO : Epoch 1850 | loss: 0.0311797 | val_loss: 0.0311909 | Time: 2009.94 ms [2022-04-19 07:46:19 main:574] : INFO : Epoch 1851 | loss: 0.0311793 | val_loss: 0.0311919 | Time: 1991.96 ms [2022-04-19 07:46:21 main:574] : INFO : Epoch 1852 | loss: 0.0311788 | val_loss: 0.0311913 | Time: 2010.18 ms [2022-04-19 07:46:23 main:574] : INFO : Epoch 1853 | loss: 0.0311779 | val_loss: 0.0311939 | Time: 2018.92 ms [2022-04-19 07:46:25 main:574] : INFO : Epoch 1854 | loss: 0.0311802 | val_loss: 0.0311903 | Time: 2011.93 ms [2022-04-19 07:46:27 main:574] : INFO : Epoch 1855 | loss: 0.0311783 | val_loss: 0.0311915 | Time: 1987.96 ms [2022-04-19 07:46:29 main:574] : INFO : Epoch 1856 | loss: 0.0311793 | val_loss: 0.0311903 | Time: 2046.2 ms [2022-04-19 07:46:31 main:574] : INFO : Epoch 1857 | loss: 0.0311787 | val_loss: 0.031191 | Time: 1989.37 ms [2022-04-19 07:46:33 main:574] : INFO : Epoch 1858 | loss: 0.0311781 | val_loss: 0.0311902 | Time: 2013.67 ms [2022-04-19 07:46:35 main:574] : INFO : Epoch 1859 | loss: 0.0311769 | val_loss: 0.0311895 | Time: 2041.08 ms [2022-04-19 07:46:37 main:574] : INFO : Epoch 1860 | loss: 0.031177 | val_loss: 0.0311922 | Time: 2001.92 ms [2022-04-19 07:46:39 main:574] : INFO : Epoch 1861 | loss: 0.031176 | val_loss: 0.0311892 | Time: 1984.08 ms [2022-04-19 07:46:41 main:574] : INFO : Epoch 1862 | loss: 0.0311762 | val_loss: 0.0311884 | Time: 1984.72 ms [2022-04-19 07:46:43 main:574] : INFO : Epoch 1863 | loss: 0.0311755 | val_loss: 0.0311901 | Time: 2050.09 ms [2022-04-19 07:46:45 main:574] : INFO : Epoch 1864 | loss: 0.0311759 | val_loss: 0.0311884 | Time: 1974 ms [2022-04-19 07:46:48 main:574] : INFO : Epoch 1865 | loss: 0.0311761 | val_loss: 0.0311888 | Time: 2019.94 ms [2022-04-19 07:46:50 main:574] : INFO : Epoch 1866 | loss: 0.0311762 | val_loss: 0.0311896 | Time: 1989.39 ms [2022-04-19 07:46:52 main:574] : INFO : Epoch 1867 | loss: 0.0311758 | val_loss: 0.0311892 | Time: 1982.81 ms [2022-04-19 07:46:54 main:574] : INFO : Epoch 1868 | loss: 0.0311753 | val_loss: 0.0311873 | Time: 2009.65 ms [2022-04-19 07:46:56 main:574] : INFO : Epoch 1869 | loss: 0.0311752 | val_loss: 0.0311913 | Time: 2005.7 ms [2022-04-19 07:46:58 main:574] : INFO : Epoch 1870 | loss: 0.0311743 | val_loss: 0.0311876 | Time: 1989.84 ms [2022-04-19 07:47:00 main:574] : INFO : Epoch 1871 | loss: 0.0311798 | val_loss: 0.0311923 | Time: 2007.45 ms [2022-04-19 07:47:02 main:574] : INFO : Epoch 1872 | loss: 0.0311811 | val_loss: 0.0311921 | Time: 1998.9 ms [2022-04-19 07:47:04 main:574] : INFO : Epoch 1873 | loss: 0.0311797 | val_loss: 0.0311917 | Time: 1979.82 ms [2022-04-19 07:47:06 main:574] : INFO : Epoch 1874 | loss: 0.031179 | val_loss: 0.0311909 | Time: 1998.16 ms [2022-04-19 07:47:08 main:574] : INFO : Epoch 1875 | loss: 0.0311773 | val_loss: 0.0311933 | Time: 2004.55 ms [2022-04-19 07:47:10 main:574] : INFO : Epoch 1876 | loss: 0.0311776 | val_loss: 0.0311887 | Time: 2004.83 ms [2022-04-19 07:47:12 main:574] : INFO : Epoch 1877 | loss: 0.0311768 | val_loss: 0.0311896 | Time: 2006.36 ms [2022-04-19 07:47:14 main:574] : INFO : Epoch 1878 | loss: 0.0311775 | val_loss: 0.0311893 | Time: 2014.32 ms [2022-04-19 07:47:16 main:574] : INFO : Epoch 1879 | loss: 0.0311772 | val_loss: 0.0311939 | Time: 1967.01 ms [2022-04-19 07:47:18 main:574] : INFO : Epoch 1880 | loss: 0.0311774 | val_loss: 0.0311882 | Time: 1994.38 ms [2022-04-19 07:47:20 main:574] : INFO : Epoch 1881 | loss: 0.0311778 | val_loss: 0.0311914 | Time: 2014.04 ms [2022-04-19 07:47:22 main:574] : INFO : Epoch 1882 | loss: 0.0311757 | val_loss: 0.0311875 | Time: 1970.28 ms [2022-04-19 07:47:24 main:574] : INFO : Epoch 1883 | loss: 0.0311752 | val_loss: 0.0311902 | Time: 2017.37 ms [2022-04-19 07:47:26 main:574] : INFO : Epoch 1884 | loss: 0.0311758 | val_loss: 0.0311889 | Time: 2007.31 ms [2022-04-19 07:47:28 main:574] : INFO : Epoch 1885 | loss: 0.0311781 | val_loss: 0.031193 | Time: 1968.52 ms [2022-04-19 07:47:30 main:574] : INFO : Epoch 1886 | loss: 0.0311754 | val_loss: 0.031188 | Time: 2016.2 ms [2022-04-19 07:47:32 main:574] : INFO : Epoch 1887 | loss: 0.0311745 | val_loss: 0.031187 | Time: 1997.6 ms [2022-04-19 07:47:34 main:574] : INFO : Epoch 1888 | loss: 0.0311742 | val_loss: 0.0311875 | Time: 1984.45 ms [2022-04-19 07:47:37 main:574] : INFO : Epoch 1889 | loss: 0.0311738 | val_loss: 0.0311882 | Time: 2019.34 ms [2022-04-19 07:47:39 main:574] : INFO : Epoch 1890 | loss: 0.0311743 | val_loss: 0.031191 | Time: 2050.36 ms [2022-04-19 07:47:41 main:574] : INFO : Epoch 1891 | loss: 0.031176 | val_loss: 0.0311869 | Time: 1999.56 ms [2022-04-19 07:47:43 main:574] : INFO : Epoch 1892 | loss: 0.0311743 | val_loss: 0.0311871 | Time: 1982.87 ms [2022-04-19 07:47:45 main:574] : INFO : Epoch 1893 | loss: 0.0311747 | val_loss: 0.0311869 | Time: 1986.81 ms [2022-04-19 07:47:47 main:574] : INFO : Epoch 1894 | loss: 0.0311776 | val_loss: 0.0311886 | Time: 2011.6 ms [2022-04-19 07:47:49 main:574] : INFO : Epoch 1895 | loss: 0.031178 | val_loss: 0.0311884 | Time: 1992.85 ms [2022-04-19 07:47:51 main:574] : INFO : Epoch 1896 | loss: 0.0311759 | val_loss: 0.0311871 | Time: 2005.12 ms [2022-04-19 07:47:53 main:574] : INFO : Epoch 1897 | loss: 0.0311756 | val_loss: 0.0311903 | Time: 1995.19 ms [2022-04-19 07:47:55 main:574] : INFO : Epoch 1898 | loss: 0.0311757 | val_loss: 0.031189 | Time: 2000.45 ms [2022-04-19 07:47:57 main:574] : INFO : Epoch 1899 | loss: 0.0311741 | val_loss: 0.0311886 | Time: 2038.43 ms [2022-04-19 07:47:59 main:574] : INFO : Epoch 1900 | loss: 0.0311738 | val_loss: 0.0311875 | Time: 1979.64 ms [2022-04-19 07:48:01 main:574] : INFO : Epoch 1901 | loss: 0.0311735 | val_loss: 0.0311881 | Time: 1994.87 ms [2022-04-19 07:48:03 main:574] : INFO : Epoch 1902 | loss: 0.0311751 | val_loss: 0.0311884 | Time: 1994.6 ms [2022-04-19 07:48:05 main:574] : INFO : Epoch 1903 | loss: 0.0311731 | val_loss: 0.0311889 | Time: 1994.3 ms [2022-04-19 07:48:08 main:574] : INFO : Epoch 1904 | loss: 0.0311728 | val_loss: 0.0311871 | Time: 2014.58 ms [2022-04-19 07:48:10 main:574] : INFO : Epoch 1905 | loss: 0.0311734 | val_loss: 0.0311902 | Time: 2004.45 ms [2022-04-19 07:48:12 main:574] : INFO : Epoch 1906 | loss: 0.0311744 | val_loss: 0.0311876 | Time: 2007.84 ms [2022-04-19 07:48:14 main:574] : INFO : Epoch 1907 | loss: 0.0311734 | val_loss: 0.0311899 | Time: 1986.37 ms [2022-04-19 07:48:16 main:574] : INFO : Epoch 1908 | loss: 0.0311739 | val_loss: 0.0311898 | Time: 2017.82 ms [2022-04-19 07:48:18 main:574] : INFO : Epoch 1909 | loss: 0.0311735 | val_loss: 0.0311884 | Time: 1998.16 ms [2022-04-19 07:48:20 main:574] : INFO : Epoch 1910 | loss: 0.0311764 | val_loss: 0.0311896 | Time: 1983.41 ms [2022-04-19 07:48:22 main:574] : INFO : Epoch 1911 | loss: 0.0311736 | val_loss: 0.0311877 | Time: 2009.45 ms [2022-04-19 07:48:24 main:574] : INFO : Epoch 1912 | loss: 0.0311776 | val_loss: 0.0311882 | Time: 1997.89 ms [2022-04-19 07:48:26 main:574] : INFO : Epoch 1913 | loss: 0.0311782 | val_loss: 0.0311876 | Time: 1961.81 ms [2022-04-19 07:48:28 main:574] : INFO : Epoch 1914 | loss: 0.0311789 | val_loss: 0.0311901 | Time: 1990.1 ms [2022-04-19 07:48:30 main:574] : INFO : Epoch 1915 | loss: 0.0311786 | val_loss: 0.0311916 | Time: 2023.26 ms [2022-04-19 07:48:32 main:574] : INFO : Epoch 1916 | loss: 0.0311788 | val_loss: 0.0311884 | Time: 1996.3 ms [2022-04-19 07:48:34 main:574] : INFO : Epoch 1917 | loss: 0.0311815 | val_loss: 0.0311922 | Time: 2005.6 ms [2022-04-19 07:48:36 main:574] : INFO : Epoch 1918 | loss: 0.0311764 | val_loss: 0.0311871 | Time: 2014.24 ms [2022-04-19 07:48:38 main:574] : INFO : Epoch 1919 | loss: 0.0311798 | val_loss: 0.0311862 | Time: 1951.9 ms [2022-04-19 07:48:40 main:574] : INFO : Epoch 1920 | loss: 0.0311753 | val_loss: 0.0311861 | Time: 1963.78 ms [2022-04-19 07:48:42 main:574] : INFO : Epoch 1921 | loss: 0.0311746 | val_loss: 0.0311884 | Time: 1987.06 ms [2022-04-19 07:48:44 main:574] : INFO : Epoch 1922 | loss: 0.031174 | val_loss: 0.0311877 | Time: 1983.08 ms [2022-04-19 07:48:46 main:574] : INFO : Epoch 1923 | loss: 0.0311809 | val_loss: 0.0311986 | Time: 1984.71 ms [2022-04-19 07:48:48 main:574] : INFO : Epoch 1924 | loss: 0.0311849 | val_loss: 0.0311917 | Time: 2007.01 ms [2022-04-19 07:48:50 main:574] : INFO : Epoch 1925 | loss: 0.0311816 | val_loss: 0.0311881 | Time: 1978.97 ms [2022-04-19 07:48:52 main:574] : INFO : Epoch 1926 | loss: 0.0311798 | val_loss: 0.0311876 | Time: 2000.93 ms [2022-04-19 07:48:54 main:574] : INFO : Epoch 1927 | loss: 0.0311795 | val_loss: 0.0311877 | Time: 2005.86 ms [2022-04-19 07:48:56 main:574] : INFO : Epoch 1928 | loss: 0.0311793 | val_loss: 0.0311878 | Time: 1976.27 ms [2022-04-19 07:48:58 main:574] : INFO : Epoch 1929 | loss: 0.0311801 | val_loss: 0.031187 | Time: 2012.14 ms [2022-04-19 07:49:01 main:574] : INFO : Epoch 1930 | loss: 0.0311807 | val_loss: 0.0311869 | Time: 1974.75 ms [2022-04-19 07:49:03 main:574] : INFO : Epoch 1931 | loss: 0.0311775 | val_loss: 0.0311869 | Time: 1992.34 ms [2022-04-19 07:49:05 main:574] : INFO : Epoch 1932 | loss: 0.0311774 | val_loss: 0.0311873 | Time: 1963.74 ms [2022-04-19 07:49:07 main:574] : INFO : Epoch 1933 | loss: 0.0311788 | val_loss: 0.0311886 | Time: 2009.11 ms [2022-04-19 07:49:09 main:574] : INFO : Epoch 1934 | loss: 0.0311805 | val_loss: 0.0311999 | Time: 1989.84 ms [2022-04-19 07:49:11 main:574] : INFO : Epoch 1935 | loss: 0.03118 | val_loss: 0.0311867 | Time: 1992.91 ms [2022-04-19 07:49:13 main:574] : INFO : Epoch 1936 | loss: 0.0311767 | val_loss: 0.0311881 | Time: 1998.41 ms [2022-04-19 07:49:15 main:574] : INFO : Epoch 1937 | loss: 0.0311766 | val_loss: 0.0311873 | Time: 2009.82 ms [2022-04-19 07:49:17 main:574] : INFO : Epoch 1938 | loss: 0.0311757 | val_loss: 0.0311872 | Time: 1998.73 ms [2022-04-19 07:49:19 main:574] : INFO : Epoch 1939 | loss: 0.0311766 | val_loss: 0.0311869 | Time: 1996.51 ms [2022-04-19 07:49:21 main:574] : INFO : Epoch 1940 | loss: 0.0311757 | val_loss: 0.0311863 | Time: 1951.46 ms [2022-04-19 07:49:23 main:574] : INFO : Epoch 1941 | loss: 0.0311764 | val_loss: 0.0311878 | Time: 2017.48 ms [2022-04-19 07:49:25 main:574] : INFO : Epoch 1942 | loss: 0.0311784 | val_loss: 0.0311888 | Time: 2006.66 ms [2022-04-19 07:49:27 main:574] : INFO : Epoch 1943 | loss: 0.0311781 | val_loss: 0.0311856 | Time: 2017.52 ms [2022-04-19 07:49:29 main:574] : INFO : Epoch 1944 | loss: 0.0311766 | val_loss: 0.0311865 | Time: 2028.9 ms [2022-04-19 07:49:31 main:574] : INFO : Epoch 1945 | loss: 0.0311765 | val_loss: 0.0311875 | Time: 2006.15 ms [2022-04-19 07:49:33 main:574] : INFO : Epoch 1946 | loss: 0.0311772 | val_loss: 0.0311884 | Time: 1988 ms [2022-04-19 07:49:35 main:574] : INFO : Epoch 1947 | loss: 0.0311773 | val_loss: 0.0311882 | Time: 1989.92 ms [2022-04-19 07:49:37 main:574] : INFO : Epoch 1948 | loss: 0.031178 | val_loss: 0.0311899 | Time: 2027.38 ms [2022-04-19 07:49:39 main:574] : INFO : Epoch 1949 | loss: 0.0311769 | val_loss: 0.0311874 | Time: 2002.78 ms [2022-04-19 07:49:41 main:574] : INFO : Epoch 1950 | loss: 0.0311783 | val_loss: 0.0311921 | Time: 2011.47 ms [2022-04-19 07:49:43 main:574] : INFO : Epoch 1951 | loss: 0.0311826 | val_loss: 0.0311924 | Time: 1985.18 ms [2022-04-19 07:49:46 main:574] : INFO : Epoch 1952 | loss: 0.0311837 | val_loss: 0.0312061 | Time: 1997.79 ms [2022-04-19 07:49:48 main:574] : INFO : Epoch 1953 | loss: 0.031186 | val_loss: 0.0311919 | Time: 1997.75 ms [2022-04-19 07:49:50 main:574] : INFO : Epoch 1954 | loss: 0.0311803 | val_loss: 0.0311912 | Time: 2058.43 ms [2022-04-19 07:49:52 main:574] : INFO : Epoch 1955 | loss: 0.0311805 | val_loss: 0.0311904 | Time: 1982.38 ms [2022-04-19 07:49:54 main:574] : INFO : Epoch 1956 | loss: 0.0311806 | val_loss: 0.0311892 | Time: 2013.13 ms [2022-04-19 07:49:56 main:574] : INFO : Epoch 1957 | loss: 0.0311796 | val_loss: 0.03119 | Time: 1989.71 ms [2022-04-19 07:49:58 main:574] : INFO : Epoch 1958 | loss: 0.0311779 | val_loss: 0.0311865 | Time: 2021.51 ms [2022-04-19 07:50:00 main:574] : INFO : Epoch 1959 | loss: 0.0311776 | val_loss: 0.0311861 | Time: 2059.8 ms [2022-04-19 07:50:02 main:574] : INFO : Epoch 1960 | loss: 0.0311778 | val_loss: 0.0311934 | Time: 2041.88 ms [2022-04-19 07:50:04 main:574] : INFO : Epoch 1961 | loss: 0.0311788 | val_loss: 0.0311859 | Time: 2020.17 ms [2022-04-19 07:50:06 main:574] : INFO : Epoch 1962 | loss: 0.0311764 | val_loss: 0.0311875 | Time: 2056.14 ms [2022-04-19 07:50:08 main:574] : INFO : Epoch 1963 | loss: 0.0311783 | val_loss: 0.0311884 | Time: 2022.19 ms [2022-04-19 07:50:11 main:574] : INFO : Epoch 1964 | loss: 0.0311776 | val_loss: 0.0311861 | Time: 2022.24 ms [2022-04-19 07:50:13 main:574] : INFO : Epoch 1965 | loss: 0.0311796 | val_loss: 0.03119 | Time: 2016.83 ms [2022-04-19 07:50:15 main:574] : INFO : Epoch 1966 | loss: 0.031178 | val_loss: 0.0311872 | Time: 2013.52 ms [2022-04-19 07:50:17 main:574] : INFO : Epoch 1967 | loss: 0.0311775 | val_loss: 0.0311864 | Time: 2028.24 ms [2022-04-19 07:50:19 main:574] : INFO : Epoch 1968 | loss: 0.031177 | val_loss: 0.0311878 | Time: 2005.95 ms [2022-04-19 07:50:21 main:574] : INFO : Epoch 1969 | loss: 0.0311757 | val_loss: 0.0311864 | Time: 2040.63 ms [2022-04-19 07:50:23 main:574] : INFO : Epoch 1970 | loss: 0.0311758 | val_loss: 0.0311857 | Time: 2034.78 ms [2022-04-19 07:50:25 main:574] : INFO : Epoch 1971 | loss: 0.0311781 | val_loss: 0.0311871 | Time: 2026.54 ms [2022-04-19 07:50:27 main:574] : INFO : Epoch 1972 | loss: 0.03118 | val_loss: 0.0311862 | Time: 2024.72 ms [2022-04-19 07:50:29 main:574] : INFO : Epoch 1973 | loss: 0.0311771 | val_loss: 0.0311938 | Time: 2017.58 ms [2022-04-19 07:50:31 main:574] : INFO : Epoch 1974 | loss: 0.0311841 | val_loss: 0.0311996 | Time: 1996.27 ms [2022-04-19 07:50:33 main:574] : INFO : Epoch 1975 | loss: 0.0311866 | val_loss: 0.0312007 | Time: 2048.38 ms [2022-04-19 07:50:36 main:574] : INFO : Epoch 1976 | loss: 0.0311886 | val_loss: 0.0312004 | Time: 2031.3 ms [2022-04-19 07:50:38 main:574] : INFO : Epoch 1977 | loss: 0.0311875 | val_loss: 0.0311967 | Time: 2027.92 ms [2022-04-19 07:50:40 main:574] : INFO : Epoch 1978 | loss: 0.0311858 | val_loss: 0.0311982 | Time: 2042.28 ms [2022-04-19 07:50:42 main:574] : INFO : Epoch 1979 | loss: 0.0311871 | val_loss: 0.0311959 | Time: 2042.67 ms [2022-04-19 07:50:44 main:574] : INFO : Epoch 1980 | loss: 0.0311831 | val_loss: 0.0311981 | Time: 2026.84 ms [2022-04-19 07:50:46 main:574] : INFO : Epoch 1981 | loss: 0.0311831 | val_loss: 0.0311963 | Time: 2046.59 ms [2022-04-19 07:50:48 main:574] : INFO : Epoch 1982 | loss: 0.0311847 | val_loss: 0.0311957 | Time: 2032.81 ms [2022-04-19 07:50:50 main:574] : INFO : Epoch 1983 | loss: 0.0311817 | val_loss: 0.0311984 | Time: 2055.15 ms [2022-04-19 07:50:52 main:574] : INFO : Epoch 1984 | loss: 0.0311813 | val_loss: 0.0311943 | Time: 2016.05 ms [2022-04-19 07:50:55 main:574] : INFO : Epoch 1985 | loss: 0.0311801 | val_loss: 0.0311905 | Time: 2024.13 ms [2022-04-19 07:50:57 main:574] : INFO : Epoch 1986 | loss: 0.0311783 | val_loss: 0.0311922 | Time: 2026.94 ms [2022-04-19 07:50:59 main:574] : INFO : Epoch 1987 | loss: 0.0311797 | val_loss: 0.0311923 | Time: 2018.88 ms [2022-04-19 07:51:01 main:574] : INFO : Epoch 1988 | loss: 0.0311793 | val_loss: 0.0311905 | Time: 1979.53 ms [2022-04-19 07:51:03 main:574] : INFO : Epoch 1989 | loss: 0.03118 | val_loss: 0.0311927 | Time: 2002.04 ms [2022-04-19 07:51:05 main:574] : INFO : Epoch 1990 | loss: 0.0311794 | val_loss: 0.0311902 | Time: 2038.53 ms [2022-04-19 07:51:07 main:574] : INFO : Epoch 1991 | loss: 0.0311781 | val_loss: 0.0311944 | Time: 2002.19 ms [2022-04-19 07:51:09 main:574] : INFO : Epoch 1992 | loss: 0.0311805 | val_loss: 0.031199 | Time: 2018.1 ms [2022-04-19 07:51:11 main:574] : INFO : Epoch 1993 | loss: 0.0311801 | val_loss: 0.0311923 | Time: 2027.58 ms [2022-04-19 07:51:13 main:574] : INFO : Epoch 1994 | loss: 0.0311773 | val_loss: 0.0311914 | Time: 1996.85 ms [2022-04-19 07:51:15 main:574] : INFO : Epoch 1995 | loss: 0.0311768 | val_loss: 0.0311894 | Time: 2022.32 ms [2022-04-19 07:51:17 main:574] : INFO : Epoch 1996 | loss: 0.0311784 | val_loss: 0.0311927 | Time: 1991.39 ms [2022-04-19 07:51:19 main:574] : INFO : Epoch 1997 | loss: 0.0311773 | val_loss: 0.0311904 | Time: 1952.89 ms [2022-04-19 07:51:21 main:574] : INFO : Epoch 1998 | loss: 0.0311776 | val_loss: 0.0311891 | Time: 1996.86 ms [2022-04-19 07:51:23 main:574] : INFO : Epoch 1999 | loss: 0.0311774 | val_loss: 0.0311896 | Time: 1970.12 ms [2022-04-19 07:51:25 main:574] : INFO : Epoch 2000 | loss: 0.0311787 | val_loss: 0.0311915 | Time: 2027.88 ms [2022-04-19 07:51:28 main:574] : INFO : Epoch 2001 | loss: 0.0311766 | val_loss: 0.0311906 | Time: 1987.42 ms [2022-04-19 07:51:30 main:574] : INFO : Epoch 2002 | loss: 0.0311764 | val_loss: 0.031189 | Time: 2011.79 ms [2022-04-19 07:51:32 main:574] : INFO : Epoch 2003 | loss: 0.031179 | val_loss: 0.0311948 | Time: 1988.25 ms [2022-04-19 07:51:34 main:574] : INFO : Epoch 2004 | loss: 0.03118 | val_loss: 0.0311911 | Time: 2008.23 ms [2022-04-19 07:51:36 main:574] : INFO : Epoch 2005 | loss: 0.0311805 | val_loss: 0.0311913 | Time: 1992.87 ms [2022-04-19 07:51:38 main:574] : INFO : Epoch 2006 | loss: 0.0311784 | val_loss: 0.0311925 | Time: 2009.91 ms [2022-04-19 07:51:40 main:574] : INFO : Epoch 2007 | loss: 0.0311794 | val_loss: 0.0311905 | Time: 2040.34 ms [2022-04-19 07:51:42 main:574] : INFO : Epoch 2008 | loss: 0.031178 | val_loss: 0.0311903 | Time: 2012.36 ms [2022-04-19 07:51:44 main:574] : INFO : Epoch 2009 | loss: 0.0311777 | val_loss: 0.0311886 | Time: 2038.59 ms [2022-04-19 07:51:46 main:574] : INFO : Epoch 2010 | loss: 0.0311783 | val_loss: 0.0311902 | Time: 2006.01 ms [2022-04-19 07:51:48 main:574] : INFO : Epoch 2011 | loss: 0.0311794 | val_loss: 0.0311906 | Time: 1989.29 ms [2022-04-19 07:51:50 main:574] : INFO : Epoch 2012 | loss: 0.0311781 | val_loss: 0.0311929 | Time: 1985.28 ms [2022-04-19 07:51:52 main:574] : INFO : Epoch 2013 | loss: 0.0311785 | val_loss: 0.0311941 | Time: 2009.46 ms [2022-04-19 07:51:54 main:574] : INFO : Epoch 2014 | loss: 0.0311798 | val_loss: 0.0311916 | Time: 2023.88 ms [2022-04-19 07:51:56 main:574] : INFO : Epoch 2015 | loss: 0.0311775 | val_loss: 0.0311913 | Time: 1979.17 ms [2022-04-19 07:51:58 main:574] : INFO : Epoch 2016 | loss: 0.0311862 | val_loss: 0.0311964 | Time: 2003.75 ms [2022-04-19 07:52:00 main:574] : INFO : Epoch 2017 | loss: 0.0311875 | val_loss: 0.0311918 | Time: 1971.56 ms [2022-04-19 07:52:02 main:574] : INFO : Epoch 2018 | loss: 0.0311834 | val_loss: 0.0311905 | Time: 1978.14 ms [2022-04-19 07:52:04 main:574] : INFO : Epoch 2019 | loss: 0.031182 | val_loss: 0.0311892 | Time: 1975.42 ms [2022-04-19 07:52:06 main:574] : INFO : Epoch 2020 | loss: 0.0311822 | val_loss: 0.0311906 | Time: 2027.02 ms [2022-04-19 07:52:09 main:574] : INFO : Epoch 2021 | loss: 0.031185 | val_loss: 0.0311907 | Time: 2027.54 ms [2022-04-19 07:52:11 main:574] : INFO : Epoch 2022 | loss: 0.0311838 | val_loss: 0.0311911 | Time: 1995.75 ms [2022-04-19 07:52:13 main:574] : INFO : Epoch 2023 | loss: 0.0311824 | val_loss: 0.0311906 | Time: 1989.02 ms [2022-04-19 07:52:15 main:574] : INFO : Epoch 2024 | loss: 0.0311806 | val_loss: 0.0311905 | Time: 1981.54 ms [2022-04-19 07:52:17 main:574] : INFO : Epoch 2025 | loss: 0.0311809 | val_loss: 0.0311904 | Time: 1976.04 ms [2022-04-19 07:52:19 main:574] : INFO : Epoch 2026 | loss: 0.0311787 | val_loss: 0.0311876 | Time: 1995.12 ms [2022-04-19 07:52:21 main:574] : INFO : Epoch 2027 | loss: 0.0311785 | val_loss: 0.0311865 | Time: 2003.08 ms [2022-04-19 07:52:23 main:574] : INFO : Epoch 2028 | loss: 0.031178 | val_loss: 0.0311873 | Time: 1967.4 ms [2022-04-19 07:52:25 main:574] : INFO : Epoch 2029 | loss: 0.0311781 | val_loss: 0.0311874 | Time: 1991.19 ms [2022-04-19 07:52:27 main:574] : INFO : Epoch 2030 | loss: 0.0311777 | val_loss: 0.0311874 | Time: 2021.3 ms [2022-04-19 07:52:29 main:574] : INFO : Epoch 2031 | loss: 0.0311773 | val_loss: 0.0311879 | Time: 1964.96 ms [2022-04-19 07:52:31 main:574] : INFO : Epoch 2032 | loss: 0.0311766 | val_loss: 0.0311876 | Time: 2019.09 ms [2022-04-19 07:52:33 main:574] : INFO : Epoch 2033 | loss: 0.0311773 | val_loss: 0.0311924 | Time: 1950.79 ms [2022-04-19 07:52:35 main:574] : INFO : Epoch 2034 | loss: 0.0311795 | val_loss: 0.0311873 | Time: 1988.8 ms [2022-04-19 07:52:37 main:574] : INFO : Epoch 2035 | loss: 0.0311777 | val_loss: 0.0311879 | Time: 1980.22 ms [2022-04-19 07:52:39 main:574] : INFO : Epoch 2036 | loss: 0.0311767 | val_loss: 0.0311879 | Time: 2002.75 ms [2022-04-19 07:52:41 main:574] : INFO : Epoch 2037 | loss: 0.0311765 | val_loss: 0.0311868 | Time: 2003.18 ms [2022-04-19 07:52:43 main:574] : INFO : Epoch 2038 | loss: 0.0311776 | val_loss: 0.0311873 | Time: 1981.79 ms [2022-04-19 07:52:45 main:574] : INFO : Epoch 2039 | loss: 0.0311789 | val_loss: 0.031188 | Time: 1968.82 ms [2022-04-19 07:52:47 main:574] : INFO : Epoch 2040 | loss: 0.0311788 | val_loss: 0.031186 | Time: 1965.55 ms [2022-04-19 07:52:49 main:574] : INFO : Epoch 2041 | loss: 0.0311779 | val_loss: 0.0311855 | Time: 1849.2 ms [2022-04-19 07:52:51 main:574] : INFO : Epoch 2042 | loss: 0.0311769 | val_loss: 0.0311862 | Time: 1590.88 ms [2022-04-19 07:52:52 main:574] : INFO : Epoch 2043 | loss: 0.031177 | val_loss: 0.031187 | Time: 1637.15 ms [2022-04-19 07:52:54 main:574] : INFO : Epoch 2044 | loss: 0.0311766 | val_loss: 0.0311862 | Time: 1631.76 ms [2022-04-19 07:52:57 main:574] : INFO : Epoch 2045 | loss: 0.03118 | val_loss: 0.031194 | Time: 1551.19 ms [2022-04-19 07:53:00 main:574] : INFO : Epoch 2046 | loss: 0.0311827 | val_loss: 0.0311925 | Time: 1517.1 ms [2022-04-19 07:53:03 main:574] : INFO : Epoch 2047 | loss: 0.0311801 | val_loss: 0.0311884 | Time: 1536.35 ms [2022-04-19 07:53:05 main:574] : INFO : Epoch 2048 | loss: 0.0311788 | val_loss: 0.0311878 | Time: 1536.45 ms [2022-04-19 07:53:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311878 [2022-04-19 07:53:06 main:603] : INFO : Saving end state to config to file [2022-04-19 07:53:06 main:608] : INFO : Success, exiting.. 07:53:06 (14928): called boinc_finish(0) </stderr_txt> ]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)