Task 12952178
| Name | ParityModified-1647040243-1786-0_0 |
| Workunit | 10084530 |
| Created | 11 Mar 2022, 23:10:48 UTC |
| Sent | 13 Mar 2022, 18:52:43 UTC |
| Report deadline | 21 Mar 2022, 18:52:43 UTC |
| Received | 13 Mar 2022, 22:19:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10254 |
| Run time | 1 hours 8 min 16 sec |
| CPU time | 1 hours 7 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,017.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 2-03-13 23:01:45 main:574] : INFO : Epoch 1542 | loss: 0.0311839 | val_loss: 0.0312032 | Time: 1945.56 ms [2022-03-13 23:01:47 main:574] : INFO : Epoch 1543 | loss: 0.031188 | val_loss: 0.0311937 | Time: 1983.91 ms [2022-03-13 23:01:49 main:574] : INFO : Epoch 1544 | loss: 0.0311833 | val_loss: 0.0311919 | Time: 2080.95 ms [2022-03-13 23:01:51 main:574] : INFO : Epoch 1545 | loss: 0.0311845 | val_loss: 0.0311901 | Time: 1980.53 ms [2022-03-13 23:01:53 main:574] : INFO : Epoch 1546 | loss: 0.0311811 | val_loss: 0.0311944 | Time: 1958.05 ms [2022-03-13 23:01:55 main:574] : INFO : Epoch 1547 | loss: 0.0311831 | val_loss: 0.031191 | Time: 1991.1 ms [2022-03-13 23:01:57 main:574] : INFO : Epoch 1548 | loss: 0.0311804 | val_loss: 0.0311903 | Time: 2010.7 ms [2022-03-13 23:01:59 main:574] : INFO : Epoch 1549 | loss: 0.031183 | val_loss: 0.0311916 | Time: 1993.52 ms [2022-03-13 23:02:01 main:574] : INFO : Epoch 1550 | loss: 0.0311828 | val_loss: 0.0311904 | Time: 1978.67 ms [2022-03-13 23:02:03 main:574] : INFO : Epoch 1551 | loss: 0.0311822 | val_loss: 0.0311895 | Time: 1977.56 ms [2022-03-13 23:02:05 main:574] : INFO : Epoch 1552 | loss: 0.0311802 | val_loss: 0.0311892 | Time: 1934.6 ms [2022-03-13 23:02:07 main:574] : INFO : Epoch 1553 | loss: 0.0311811 | val_loss: 0.0311906 | Time: 2000.68 ms [2022-03-13 23:02:09 main:574] : INFO : Epoch 1554 | loss: 0.0311808 | val_loss: 0.0311907 | Time: 1962.01 ms [2022-03-13 23:02:11 main:574] : INFO : Epoch 1555 | loss: 0.0311857 | val_loss: 0.0311918 | Time: 2015.34 ms [2022-03-13 23:02:13 main:574] : INFO : Epoch 1556 | loss: 0.0311824 | val_loss: 0.0311941 | Time: 1944.83 ms [2022-03-13 23:02:15 main:574] : INFO : Epoch 1557 | loss: 0.0311848 | val_loss: 0.0311991 | Time: 1996.01 ms [2022-03-13 23:02:17 main:574] : INFO : Epoch 1558 | loss: 0.0311842 | val_loss: 0.031191 | Time: 2036.6 ms [2022-03-13 23:02:19 main:574] : INFO : Epoch 1559 | loss: 0.0311794 | val_loss: 0.0311901 | Time: 1995.09 ms [2022-03-13 23:02:21 main:574] : INFO : Epoch 1560 | loss: 0.0311811 | val_loss: 0.031191 | Time: 1974.6 ms [2022-03-13 23:02:23 main:574] : INFO : Epoch 1561 | loss: 0.0311824 | val_loss: 0.0311937 | Time: 1963 ms [2022-03-13 23:02:25 main:574] : INFO : Epoch 1562 | loss: 0.0311821 | val_loss: 0.0311933 | Time: 1882.16 ms [2022-03-13 23:02:27 main:574] : INFO : Epoch 1563 | loss: 0.0311784 | val_loss: 0.0311904 | Time: 1990.42 ms [2022-03-13 23:02:29 main:574] : INFO : Epoch 1564 | loss: 0.0311787 | val_loss: 0.0311922 | Time: 1954.64 ms [2022-03-13 23:02:31 main:574] : INFO : Epoch 1565 | loss: 0.0311791 | val_loss: 0.0311947 | Time: 1974.29 ms [2022-03-13 23:02:33 main:574] : INFO : Epoch 1566 | loss: 0.0311796 | val_loss: 0.0311897 | Time: 1949.55 ms [2022-03-13 23:02:35 main:574] : INFO : Epoch 1567 | loss: 0.031179 | val_loss: 0.0311931 | Time: 1929.62 ms [2022-03-13 23:02:37 main:574] : INFO : Epoch 1568 | loss: 0.0311799 | val_loss: 0.0311913 | Time: 1938.02 ms [2022-03-13 23:02:39 main:574] : INFO : Epoch 1569 | loss: 0.0311781 | val_loss: 0.0311923 | Time: 2048.06 ms [2022-03-13 23:02:41 main:574] : INFO : Epoch 1570 | loss: 0.0311832 | val_loss: 0.0312004 | Time: 1966.31 ms [2022-03-13 23:02:43 main:574] : INFO : Epoch 1571 | loss: 0.0311806 | val_loss: 0.0311916 | Time: 2008.34 ms [2022-03-13 23:02:45 main:574] : INFO : Epoch 1572 | loss: 0.031178 | val_loss: 0.0311924 | Time: 2005.89 ms [2022-03-13 23:02:47 main:574] : INFO : Epoch 1573 | loss: 0.0311796 | val_loss: 0.0311931 | Time: 2003.63 ms [2022-03-13 23:02:49 main:574] : INFO : Epoch 1574 | loss: 0.0311787 | val_loss: 0.0311925 | Time: 1974.18 ms [2022-03-13 23:02:51 main:574] : INFO : Epoch 1575 | loss: 0.0311775 | val_loss: 0.0311893 | Time: 2015.84 ms [2022-03-13 23:02:53 main:574] : INFO : Epoch 1576 | loss: 0.031177 | val_loss: 0.0311908 | Time: 1961.19 ms [2022-03-13 23:02:55 main:574] : INFO : Epoch 1577 | loss: 0.0311776 | val_loss: 0.031189 | Time: 1959.52 ms [2022-03-13 23:02:57 main:574] : INFO : Epoch 1578 | loss: 0.0311775 | val_loss: 0.0311936 | Time: 1970.8 ms [2022-03-13 23:02:59 main:574] : INFO : Epoch 1579 | loss: 0.0311777 | val_loss: 0.0311912 | Time: 1990.68 ms [2022-03-13 23:03:01 main:574] : INFO : Epoch 1580 | loss: 0.0311772 | val_loss: 0.0311909 | Time: 1968.62 ms [2022-03-13 23:03:03 main:574] : INFO : Epoch 1581 | loss: 0.031176 | val_loss: 0.0311935 | Time: 1992.82 ms [2022-03-13 23:03:05 main:574] : INFO : Epoch 1582 | loss: 0.0311808 | val_loss: 0.0311933 | Time: 1991.28 ms [2022-03-13 23:03:07 main:574] : INFO : Epoch 1583 | loss: 0.031183 | val_loss: 0.0311904 | Time: 1893.88 ms [2022-03-13 23:03:09 main:574] : INFO : Epoch 1584 | loss: 0.0311868 | val_loss: 0.0311954 | Time: 2031.69 ms [2022-03-13 23:03:11 main:574] : INFO : Epoch 1585 | loss: 0.0311857 | val_loss: 0.0311901 | Time: 1978.06 ms [2022-03-13 23:03:13 main:574] : INFO : Epoch 1586 | loss: 0.0311793 | val_loss: 0.0311902 | Time: 1984.92 ms [2022-03-13 23:03:15 main:574] : INFO : Epoch 1587 | loss: 0.0311774 | val_loss: 0.0311893 | Time: 1970.71 ms [2022-03-13 23:03:17 main:574] : INFO : Epoch 1588 | loss: 0.0311783 | val_loss: 0.031189 | Time: 1945.66 ms [2022-03-13 23:03:19 main:574] : INFO : Epoch 1589 | loss: 0.0311775 | val_loss: 0.0311911 | Time: 1988.02 ms [2022-03-13 23:03:21 main:574] : INFO : Epoch 1590 | loss: 0.0311775 | val_loss: 0.0311884 | Time: 1938.19 ms [2022-03-13 23:03:23 main:574] : INFO : Epoch 1591 | loss: 0.0311769 | val_loss: 0.0311924 | Time: 2044.89 ms [2022-03-13 23:03:25 main:574] : INFO : Epoch 1592 | loss: 0.0311764 | val_loss: 0.0311891 | Time: 1993.2 ms [2022-03-13 23:03:27 main:574] : INFO : Epoch 1593 | loss: 0.0311773 | val_loss: 0.0311918 | Time: 2039.51 ms [2022-03-13 23:03:29 main:574] : INFO : Epoch 1594 | loss: 0.0311773 | val_loss: 0.0311899 | Time: 1962.26 ms [2022-03-13 23:03:31 main:574] : INFO : Epoch 1595 | loss: 0.0311756 | val_loss: 0.0311896 | Time: 2065.87 ms [2022-03-13 23:03:33 main:574] : INFO : Epoch 1596 | loss: 0.0311745 | val_loss: 0.0311901 | Time: 2094.56 ms [2022-03-13 23:03:35 main:574] : INFO : Epoch 1597 | loss: 0.0311749 | val_loss: 0.0311896 | Time: 2011.94 ms [2022-03-13 23:03:37 main:574] : INFO : Epoch 1598 | loss: 0.0311763 | val_loss: 0.0311901 | Time: 2055.99 ms [2022-03-13 23:03:39 main:574] : INFO : Epoch 1599 | loss: 0.0311753 | val_loss: 0.0311924 | Time: 2033.55 ms [2022-03-13 23:03:41 main:574] : INFO : Epoch 1600 | loss: 0.0311786 | val_loss: 0.031188 | Time: 1943.33 ms [2022-03-13 23:03:43 main:574] : INFO : Epoch 1601 | loss: 0.0311778 | val_loss: 0.0311907 | Time: 1955.08 ms [2022-03-13 23:03:45 main:574] : INFO : Epoch 1602 | loss: 0.0311752 | val_loss: 0.0311889 | Time: 1940.52 ms [2022-03-13 23:03:47 main:574] : INFO : Epoch 1603 | loss: 0.0311789 | val_loss: 0.0311987 | Time: 1984.21 ms [2022-03-13 23:03:49 main:574] : INFO : Epoch 1604 | loss: 0.031179 | val_loss: 0.0311909 | Time: 2000.21 ms [2022-03-13 23:03:51 main:574] : INFO : Epoch 1605 | loss: 0.0311748 | val_loss: 0.0311905 | Time: 1967.24 ms [2022-03-13 23:03:53 main:574] : INFO : Epoch 1606 | loss: 0.0311742 | val_loss: 0.0311895 | Time: 1945.76 ms [2022-03-13 23:03:55 main:574] : INFO : Epoch 1607 | loss: 0.0311777 | val_loss: 0.0312008 | Time: 2047.47 ms [2022-03-13 23:03:57 main:574] : INFO : Epoch 1608 | loss: 0.0311759 | val_loss: 0.0311899 | Time: 1987.57 ms [2022-03-13 23:03:59 main:574] : INFO : Epoch 1609 | loss: 0.0311752 | val_loss: 0.0311951 | Time: 2010.93 ms [2022-03-13 23:04:01 main:574] : INFO : Epoch 1610 | loss: 0.0311735 | val_loss: 0.0311901 | Time: 1969.29 ms [2022-03-13 23:04:03 main:574] : INFO : Epoch 1611 | loss: 0.0311747 | val_loss: 0.0312001 | Time: 1933.17 ms [2022-03-13 23:04:05 main:574] : INFO : Epoch 1612 | loss: 0.0311758 | val_loss: 0.0311896 | Time: 1927.65 ms [2022-03-13 23:04:07 main:574] : INFO : Epoch 1613 | loss: 0.0311761 | val_loss: 0.0311917 | Time: 2034.15 ms [2022-03-13 23:04:09 main:574] : INFO : Epoch 1614 | loss: 0.0311766 | val_loss: 0.0311957 | Time: 1966.81 ms [2022-03-13 23:04:11 main:574] : INFO : Epoch 1615 | loss: 0.031174 | val_loss: 0.0311947 | Time: 1976.71 ms [2022-03-13 23:04:13 main:574] : INFO : Epoch 1616 | loss: 0.0311736 | val_loss: 0.0311907 | Time: 1996.45 ms [2022-03-13 23:04:15 main:574] : INFO : Epoch 1617 | loss: 0.031173 | val_loss: 0.0311916 | Time: 1935.5 ms [2022-03-13 23:04:17 main:574] : INFO : Epoch 1618 | loss: 0.0311724 | val_loss: 0.0311933 | Time: 1929.78 ms [2022-03-13 23:04:19 main:574] : INFO : Epoch 1619 | loss: 0.0311725 | val_loss: 0.0311925 | Time: 2002.91 ms [2022-03-13 23:04:21 main:574] : INFO : Epoch 1620 | loss: 0.0311747 | val_loss: 0.031204 | Time: 1974.8 ms [2022-03-13 23:04:23 main:574] : INFO : Epoch 1621 | loss: 0.0311737 | val_loss: 0.0311928 | Time: 1934.58 ms [2022-03-13 23:04:25 main:574] : INFO : Epoch 1622 | loss: 0.0311719 | val_loss: 0.0311943 | Time: 1985.97 ms [2022-03-13 23:04:27 main:574] : INFO : Epoch 1623 | loss: 0.0311735 | val_loss: 0.0311916 | Time: 1996.28 ms [2022-03-13 23:04:29 main:574] : INFO : Epoch 1624 | loss: 0.031176 | val_loss: 0.0311889 | Time: 2028.02 ms [2022-03-13 23:04:31 main:574] : INFO : Epoch 1625 | loss: 0.0311737 | val_loss: 0.0311894 | Time: 1971.14 ms [2022-03-13 23:04:33 main:574] : INFO : Epoch 1626 | loss: 0.0311716 | val_loss: 0.0311934 | Time: 2026.21 ms [2022-03-13 23:04:35 main:574] : INFO : Epoch 1627 | loss: 0.0311727 | val_loss: 0.0311909 | Time: 2086.49 ms [2022-03-13 23:04:37 main:574] : INFO : Epoch 1628 | loss: 0.0311733 | val_loss: 0.031192 | Time: 1946.16 ms [2022-03-13 23:04:39 main:574] : INFO : Epoch 1629 | loss: 0.0311756 | val_loss: 0.0311936 | Time: 1951.95 ms [2022-03-13 23:04:41 main:574] : INFO : Epoch 1630 | loss: 0.0311709 | val_loss: 0.031192 | Time: 2030.65 ms [2022-03-13 23:04:43 main:574] : INFO : Epoch 1631 | loss: 0.0311702 | val_loss: 0.0311939 | Time: 1988.46 ms [2022-03-13 23:04:45 main:574] : INFO : Epoch 1632 | loss: 0.0311702 | val_loss: 0.0311915 | Time: 1978.91 ms [2022-03-13 23:04:47 main:574] : INFO : Epoch 1633 | loss: 0.0311744 | val_loss: 0.0311896 | Time: 2008.13 ms [2022-03-13 23:04:49 main:574] : INFO : Epoch 1634 | loss: 0.0311743 | val_loss: 0.0311926 | Time: 1923.3 ms [2022-03-13 23:04:51 main:574] : INFO : Epoch 1635 | loss: 0.0311885 | val_loss: 0.0312126 | Time: 1944.06 ms [2022-03-13 23:04:53 main:574] : INFO : Epoch 1636 | loss: 0.031201 | val_loss: 0.0311961 | Time: 1906.63 ms [2022-03-13 23:04:55 main:574] : INFO : Epoch 1637 | loss: 0.0311921 | val_loss: 0.0311916 | Time: 1966.15 ms [2022-03-13 23:04:57 main:574] : INFO : Epoch 1638 | loss: 0.0311918 | val_loss: 0.0311881 | Time: 1987.7 ms [2022-03-13 23:04:59 main:574] : INFO : Epoch 1639 | loss: 0.0311904 | val_loss: 0.0311968 | Time: 2036.15 ms [2022-03-13 23:05:01 main:574] : INFO : Epoch 1640 | loss: 0.0311866 | val_loss: 0.0311842 | Time: 2009.01 ms [2022-03-13 23:05:03 main:574] : INFO : Epoch 1641 | loss: 0.031185 | val_loss: 0.0311838 | Time: 2111.68 ms [2022-03-13 23:05:05 main:574] : INFO : Epoch 1642 | loss: 0.0311882 | val_loss: 0.0311849 | Time: 1995.35 ms [2022-03-13 23:05:07 main:574] : INFO : Epoch 1643 | loss: 0.0311832 | val_loss: 0.031187 | Time: 1977.4 ms [2022-03-13 23:05:09 main:574] : INFO : Epoch 1644 | loss: 0.0311815 | val_loss: 0.0311829 | Time: 1954.89 ms [2022-03-13 23:05:11 main:574] : INFO : Epoch 1645 | loss: 0.0311821 | val_loss: 0.0311994 | Time: 1990.98 ms [2022-03-13 23:05:13 main:574] : INFO : Epoch 1646 | loss: 0.0311833 | val_loss: 0.0311962 | Time: 1992.06 ms [2022-03-13 23:05:15 main:574] : INFO : Epoch 1647 | loss: 0.031181 | val_loss: 0.0311829 | Time: 1927.42 ms [2022-03-13 23:05:17 main:574] : INFO : Epoch 1648 | loss: 0.0311782 | val_loss: 0.0311866 | Time: 1999.21 ms [2022-03-13 23:05:19 main:574] : INFO : Epoch 1649 | loss: 0.0311784 | val_loss: 0.0311821 | Time: 1989.94 ms [2022-03-13 23:05:21 main:574] : INFO : Epoch 1650 | loss: 0.0311768 | val_loss: 0.0311823 | Time: 1979.03 ms [2022-03-13 23:05:23 main:574] : INFO : Epoch 1651 | loss: 0.0311764 | val_loss: 0.0311817 | Time: 2003.41 ms [2022-03-13 23:05:25 main:574] : INFO : Epoch 1652 | loss: 0.0311757 | val_loss: 0.031183 | Time: 1966.31 ms [2022-03-13 23:05:27 main:574] : INFO : Epoch 1653 | loss: 0.0311757 | val_loss: 0.0311838 | Time: 1951.6 ms [2022-03-13 23:05:29 main:574] : INFO : Epoch 1654 | loss: 0.0311768 | val_loss: 0.0311837 | Time: 1977.13 ms [2022-03-13 23:05:31 main:574] : INFO : Epoch 1655 | loss: 0.0311769 | val_loss: 0.0311843 | Time: 1953.95 ms [2022-03-13 23:05:32 main:574] : INFO : Epoch 1656 | loss: 0.0311745 | val_loss: 0.0311827 | Time: 1932.42 ms [2022-03-13 23:05:34 main:574] : INFO : Epoch 1657 | loss: 0.0311751 | val_loss: 0.0311817 | Time: 1941.3 ms [2022-03-13 23:05:36 main:574] : INFO : Epoch 1658 | loss: 0.0311745 | val_loss: 0.0311816 | Time: 1922.54 ms [2022-03-13 23:05:38 main:574] : INFO : Epoch 1659 | loss: 0.0311749 | val_loss: 0.0311823 | Time: 2012.39 ms [2022-03-13 23:05:40 main:574] : INFO : Epoch 1660 | loss: 0.0311742 | val_loss: 0.0311816 | Time: 1933.64 ms [2022-03-13 23:05:42 main:574] : INFO : Epoch 1661 | loss: 0.0311745 | val_loss: 0.031185 | Time: 1994.5 ms [2022-03-13 23:05:44 main:574] : INFO : Epoch 1662 | loss: 0.0311736 | val_loss: 0.0311817 | Time: 2024.24 ms [2022-03-13 23:05:46 main:574] : INFO : Epoch 1663 | loss: 0.0311724 | val_loss: 0.0311819 | Time: 2024.45 ms [2022-03-13 23:05:48 main:574] : INFO : Epoch 1664 | loss: 0.0311724 | val_loss: 0.0311853 | Time: 2008.13 ms [2022-03-13 23:05:50 main:574] : INFO : Epoch 1665 | loss: 0.0311723 | val_loss: 0.0311829 | Time: 2016.07 ms [2022-03-13 23:05:52 main:574] : INFO : Epoch 1666 | loss: 0.0311716 | val_loss: 0.031181 | Time: 1948.69 ms [2022-03-13 23:05:54 main:574] : INFO : Epoch 1667 | loss: 0.0311741 | val_loss: 0.0311821 | Time: 1988.41 ms [2022-03-13 23:05:56 main:574] : INFO : Epoch 1668 | loss: 0.0311749 | val_loss: 0.0311824 | Time: 1964.34 ms [2022-03-13 23:05:58 main:574] : INFO : Epoch 1669 | loss: 0.0311718 | val_loss: 0.0311854 | Time: 2007.09 ms [2022-03-13 23:06:00 main:574] : INFO : Epoch 1670 | loss: 0.0311706 | val_loss: 0.0311811 | Time: 1965.28 ms [2022-03-13 23:06:02 main:574] : INFO : Epoch 1671 | loss: 0.0311701 | val_loss: 0.031183 | Time: 2058.17 ms [2022-03-13 23:06:04 main:574] : INFO : Epoch 1672 | loss: 0.031173 | val_loss: 0.0311952 | Time: 1946.61 ms [2022-03-13 23:06:06 main:574] : INFO : Epoch 1673 | loss: 0.0311743 | val_loss: 0.0311818 | Time: 1993.11 ms [2022-03-13 23:06:08 main:574] : INFO : Epoch 1674 | loss: 0.0311711 | val_loss: 0.0311852 | Time: 2009.38 ms [2022-03-13 23:06:10 main:574] : INFO : Epoch 1675 | loss: 0.0311695 | val_loss: 0.0311814 | Time: 1991.18 ms [2022-03-13 23:06:12 main:574] : INFO : Epoch 1676 | loss: 0.0311696 | val_loss: 0.0311825 | Time: 1956.75 ms [2022-03-13 23:06:14 main:574] : INFO : Epoch 1677 | loss: 0.0311701 | val_loss: 0.0311877 | Time: 2035.54 ms [2022-03-13 23:06:16 main:574] : INFO : Epoch 1678 | loss: 0.0311702 | val_loss: 0.031183 | Time: 2065.93 ms [2022-03-13 23:06:18 main:574] : INFO : Epoch 1679 | loss: 0.0311681 | val_loss: 0.031181 | Time: 1964.6 ms [2022-03-13 23:06:20 main:574] : INFO : Epoch 1680 | loss: 0.0311685 | val_loss: 0.0311889 | Time: 2011.83 ms [2022-03-13 23:06:22 main:574] : INFO : Epoch 1681 | loss: 0.0311686 | val_loss: 0.0311835 | Time: 2019.77 ms [2022-03-13 23:06:25 main:574] : INFO : Epoch 1682 | loss: 0.0311674 | val_loss: 0.0311837 | Time: 2039.05 ms [2022-03-13 23:06:26 main:574] : INFO : Epoch 1683 | loss: 0.0311685 | val_loss: 0.0311824 | Time: 1973.91 ms [2022-03-13 23:06:28 main:574] : INFO : Epoch 1684 | loss: 0.0311672 | val_loss: 0.0311834 | Time: 1949.87 ms [2022-03-13 23:06:30 main:574] : INFO : Epoch 1685 | loss: 0.031167 | val_loss: 0.0311828 | Time: 1989.49 ms [2022-03-13 23:06:32 main:574] : INFO : Epoch 1686 | loss: 0.0311668 | val_loss: 0.0311823 | Time: 1965.65 ms [2022-03-13 23:06:34 main:574] : INFO : Epoch 1687 | loss: 0.0311659 | val_loss: 0.0311851 | Time: 2032.72 ms [2022-03-13 23:06:36 main:574] : INFO : Epoch 1688 | loss: 0.0311662 | val_loss: 0.0311836 | Time: 1988.36 ms [2022-03-13 23:06:38 main:574] : INFO : Epoch 1689 | loss: 0.0311657 | val_loss: 0.0311843 | Time: 1949.42 ms [2022-03-13 23:06:40 main:574] : INFO : Epoch 1690 | loss: 0.031167 | val_loss: 0.0311901 | Time: 2022.18 ms [2022-03-13 23:06:42 main:574] : INFO : Epoch 1691 | loss: 0.0311674 | val_loss: 0.031184 | Time: 1988.39 ms [2022-03-13 23:06:44 main:574] : INFO : Epoch 1692 | loss: 0.0311656 | val_loss: 0.0311825 | Time: 1968.41 ms [2022-03-13 23:06:46 main:574] : INFO : Epoch 1693 | loss: 0.0311665 | val_loss: 0.0311866 | Time: 1984.43 ms [2022-03-13 23:06:48 main:574] : INFO : Epoch 1694 | loss: 0.0311704 | val_loss: 0.031182 | Time: 2004.34 ms [2022-03-13 23:06:50 main:574] : INFO : Epoch 1695 | loss: 0.0311676 | val_loss: 0.0311853 | Time: 2011.63 ms [2022-03-13 23:06:52 main:574] : INFO : Epoch 1696 | loss: 0.0311663 | val_loss: 0.0311898 | Time: 1920.92 ms [2022-03-13 23:06:54 main:574] : INFO : Epoch 1697 | loss: 0.031167 | val_loss: 0.0311837 | Time: 1950.21 ms [2022-03-13 23:06:56 main:574] : INFO : Epoch 1698 | loss: 0.0311652 | val_loss: 0.0311828 | Time: 1982.44 ms [2022-03-13 23:06:58 main:574] : INFO : Epoch 1699 | loss: 0.0311648 | val_loss: 0.0311868 | Time: 1974.3 ms [2022-03-13 23:07:00 main:574] : INFO : Epoch 1700 | loss: 0.0311657 | val_loss: 0.0311884 | Time: 2026.27 ms [2022-03-13 23:07:02 main:574] : INFO : Epoch 1701 | loss: 0.0311649 | val_loss: 0.0311828 | Time: 1989.81 ms [2022-03-13 23:07:04 main:574] : INFO : Epoch 1702 | loss: 0.0311636 | val_loss: 0.0311838 | Time: 1955.01 ms [2022-03-13 23:07:06 main:574] : INFO : Epoch 1703 | loss: 0.0311631 | val_loss: 0.0311827 | Time: 1942.36 ms [2022-03-13 23:07:08 main:574] : INFO : Epoch 1704 | loss: 0.0311635 | val_loss: 0.0311844 | Time: 1909.16 ms [2022-03-13 23:07:10 main:574] : INFO : Epoch 1705 | loss: 0.031163 | val_loss: 0.0311839 | Time: 1963.94 ms [2022-03-13 23:07:12 main:574] : INFO : Epoch 1706 | loss: 0.0311621 | val_loss: 0.0311838 | Time: 1951.08 ms [2022-03-13 23:07:14 main:574] : INFO : Epoch 1707 | loss: 0.0311626 | val_loss: 0.0311847 | Time: 2005.1 ms [2022-03-13 23:07:16 main:574] : INFO : Epoch 1708 | loss: 0.0311636 | val_loss: 0.0311879 | Time: 2011.01 ms [2022-03-13 23:07:18 main:574] : INFO : Epoch 1709 | loss: 0.0311611 | val_loss: 0.0311836 | Time: 2024.81 ms [2022-03-13 23:07:20 main:574] : INFO : Epoch 1710 | loss: 0.0311649 | val_loss: 0.031183 | Time: 2031.52 ms [2022-03-13 23:07:22 main:574] : INFO : Epoch 1711 | loss: 0.0311629 | val_loss: 0.0311825 | Time: 2015.12 ms [2022-03-13 23:07:24 main:574] : INFO : Epoch 1712 | loss: 0.0311619 | val_loss: 0.0311858 | Time: 1951.42 ms [2022-03-13 23:07:26 main:574] : INFO : Epoch 1713 | loss: 0.0311638 | val_loss: 0.0311881 | Time: 1965.32 ms [2022-03-13 23:07:28 main:574] : INFO : Epoch 1714 | loss: 0.0311641 | val_loss: 0.0311816 | Time: 1972.2 ms [2022-03-13 23:07:30 main:574] : INFO : Epoch 1715 | loss: 0.0311634 | val_loss: 0.0311848 | Time: 2034.18 ms [2022-03-13 23:07:32 main:574] : INFO : Epoch 1716 | loss: 0.031161 | val_loss: 0.0311881 | Time: 2010.96 ms [2022-03-13 23:07:34 main:574] : INFO : Epoch 1717 | loss: 0.0311636 | val_loss: 0.0311876 | Time: 2072.85 ms [2022-03-13 23:07:36 main:574] : INFO : Epoch 1718 | loss: 0.0311617 | val_loss: 0.031187 | Time: 1984.5 ms [2022-03-13 23:07:38 main:574] : INFO : Epoch 1719 | loss: 0.0311608 | val_loss: 0.0311884 | Time: 2009.61 ms [2022-03-13 23:07:40 main:574] : INFO : Epoch 1720 | loss: 0.0311613 | val_loss: 0.0311868 | Time: 2013.6 ms [2022-03-13 23:07:42 main:574] : INFO : Epoch 1721 | loss: 0.0311601 | val_loss: 0.0311831 | Time: 1969 ms [2022-03-13 23:07:44 main:574] : INFO : Epoch 1722 | loss: 0.0311629 | val_loss: 0.0311869 | Time: 2013.1 ms [2022-03-13 23:07:46 main:574] : INFO : Epoch 1723 | loss: 0.0311646 | val_loss: 0.0311896 | Time: 1960.29 ms [2022-03-13 23:07:48 main:574] : INFO : Epoch 1724 | loss: 0.0311626 | val_loss: 0.0311866 | Time: 2018.42 ms [2022-03-13 23:07:50 main:574] : INFO : Epoch 1725 | loss: 0.0311665 | val_loss: 0.0311849 | Time: 1954.4 ms [2022-03-13 23:07:52 main:574] : INFO : Epoch 1726 | loss: 0.0311685 | val_loss: 0.031185 | Time: 2011.86 ms [2022-03-13 23:07:54 main:574] : INFO : Epoch 1727 | loss: 0.0311692 | val_loss: 0.0311874 | Time: 1978.96 ms [2022-03-13 23:07:56 main:574] : INFO : Epoch 1728 | loss: 0.0311681 | val_loss: 0.0311836 | Time: 2026.06 ms [2022-03-13 23:07:58 main:574] : INFO : Epoch 1729 | loss: 0.031166 | val_loss: 0.0311865 | Time: 2011.81 ms [2022-03-13 23:08:00 main:574] : INFO : Epoch 1730 | loss: 0.0311662 | val_loss: 0.0311813 | Time: 2061.04 ms [2022-03-13 23:08:02 main:574] : INFO : Epoch 1731 | loss: 0.0311648 | val_loss: 0.0311847 | Time: 2001.03 ms [2022-03-13 23:08:04 main:574] : INFO : Epoch 1732 | loss: 0.0311647 | val_loss: 0.0311823 | Time: 2013.01 ms [2022-03-13 23:08:06 main:574] : INFO : Epoch 1733 | loss: 0.0311646 | val_loss: 0.0311843 | Time: 1997.11 ms [2022-03-13 23:08:08 main:574] : INFO : Epoch 1734 | loss: 0.0311637 | val_loss: 0.0311872 | Time: 1988.49 ms [2022-03-13 23:08:10 main:574] : INFO : Epoch 1735 | loss: 0.0311636 | val_loss: 0.0311859 | Time: 1972.46 ms [2022-03-13 23:08:12 main:574] : INFO : Epoch 1736 | loss: 0.031162 | val_loss: 0.0311848 | Time: 1950.24 ms [2022-03-13 23:08:14 main:574] : INFO : Epoch 1737 | loss: 0.0311612 | val_loss: 0.0311864 | Time: 1994.72 ms [2022-03-13 23:08:16 main:574] : INFO : Epoch 1738 | loss: 0.0311615 | val_loss: 0.0311844 | Time: 1962.1 ms [2022-03-13 23:08:18 main:574] : INFO : Epoch 1739 | loss: 0.0311616 | val_loss: 0.0311908 | Time: 2040.56 ms [2022-03-13 23:08:20 main:574] : INFO : Epoch 1740 | loss: 0.0311624 | val_loss: 0.0311899 | Time: 1977.8 ms [2022-03-13 23:08:22 main:574] : INFO : Epoch 1741 | loss: 0.0311628 | val_loss: 0.0311867 | Time: 1996.46 ms [2022-03-13 23:08:24 main:574] : INFO : Epoch 1742 | loss: 0.0311616 | val_loss: 0.0311949 | Time: 2022.56 ms [2022-03-13 23:08:26 main:574] : INFO : Epoch 1743 | loss: 0.0311623 | val_loss: 0.0311953 | Time: 1983.19 ms [2022-03-13 23:08:28 main:574] : INFO : Epoch 1744 | loss: 0.0311602 | val_loss: 0.0311859 | Time: 1973.99 ms [2022-03-13 23:08:30 main:574] : INFO : Epoch 1745 | loss: 0.0311626 | val_loss: 0.0311962 | Time: 1971.68 ms [2022-03-13 23:08:32 main:574] : INFO : Epoch 1746 | loss: 0.0311591 | val_loss: 0.0311857 | Time: 2012.28 ms [2022-03-13 23:08:34 main:574] : INFO : Epoch 1747 | loss: 0.0311585 | val_loss: 0.0311887 | Time: 1919.99 ms [2022-03-13 23:08:36 main:574] : INFO : Epoch 1748 | loss: 0.0311587 | val_loss: 0.0311905 | Time: 2047.72 ms [2022-03-13 23:08:39 main:574] : INFO : Epoch 1749 | loss: 0.0311611 | val_loss: 0.0311925 | Time: 2026.35 ms [2022-03-13 23:08:41 main:574] : INFO : Epoch 1750 | loss: 0.0311599 | val_loss: 0.0311886 | Time: 1988 ms [2022-03-13 23:08:42 main:574] : INFO : Epoch 1751 | loss: 0.0311583 | val_loss: 0.0311936 | Time: 1934.27 ms [2022-03-13 23:08:44 main:574] : INFO : Epoch 1752 | loss: 0.0311577 | val_loss: 0.0311894 | Time: 1935.51 ms [2022-03-13 23:08:46 main:574] : INFO : Epoch 1753 | loss: 0.0311565 | val_loss: 0.031195 | Time: 1974.3 ms [2022-03-13 23:08:48 main:574] : INFO : Epoch 1754 | loss: 0.0311579 | val_loss: 0.0311921 | Time: 1971.89 ms [2022-03-13 23:08:50 main:574] : INFO : Epoch 1755 | loss: 0.0311609 | val_loss: 0.0311944 | Time: 1995.14 ms [2022-03-13 23:08:52 main:574] : INFO : Epoch 1756 | loss: 0.031164 | val_loss: 0.0311906 | Time: 1935.92 ms [2022-03-13 23:08:54 main:574] : INFO : Epoch 1757 | loss: 0.031163 | val_loss: 0.0311877 | Time: 1993.39 ms [2022-03-13 23:08:56 main:574] : INFO : Epoch 1758 | loss: 0.0311633 | val_loss: 0.031191 | Time: 1970.75 ms [2022-03-13 23:08:58 main:574] : INFO : Epoch 1759 | loss: 0.0311646 | val_loss: 0.031196 | Time: 1951.49 ms [2022-03-13 23:09:00 main:574] : INFO : Epoch 1760 | loss: 0.0311589 | val_loss: 0.0311863 | Time: 1972.24 ms [2022-03-13 23:09:02 main:574] : INFO : Epoch 1761 | loss: 0.0311589 | val_loss: 0.0311894 | Time: 1986.37 ms [2022-03-13 23:09:04 main:574] : INFO : Epoch 1762 | loss: 0.0311578 | val_loss: 0.0311879 | Time: 1963.47 ms [2022-03-13 23:09:06 main:574] : INFO : Epoch 1763 | loss: 0.0311579 | val_loss: 0.0311952 | Time: 1961.1 ms [2022-03-13 23:09:08 main:574] : INFO : Epoch 1764 | loss: 0.0311585 | val_loss: 0.0311882 | Time: 1987.29 ms [2022-03-13 23:09:10 main:574] : INFO : Epoch 1765 | loss: 0.0311559 | val_loss: 0.0311958 | Time: 1970.07 ms [2022-03-13 23:09:12 main:574] : INFO : Epoch 1766 | loss: 0.0311597 | val_loss: 0.031187 | Time: 1978.73 ms [2022-03-13 23:09:14 main:574] : INFO : Epoch 1767 | loss: 0.0311583 | val_loss: 0.0311839 | Time: 2004.12 ms [2022-03-13 23:09:16 main:574] : INFO : Epoch 1768 | loss: 0.031161 | val_loss: 0.0311946 | Time: 2004.27 ms [2022-03-13 23:09:18 main:574] : INFO : Epoch 1769 | loss: 0.0311594 | val_loss: 0.0311941 | Time: 2035.45 ms [2022-03-13 23:09:20 main:574] : INFO : Epoch 1770 | loss: 0.0311564 | val_loss: 0.0311872 | Time: 1998.24 ms [2022-03-13 23:09:22 main:574] : INFO : Epoch 1771 | loss: 0.0311543 | val_loss: 0.0311898 | Time: 1953.69 ms [2022-03-13 23:09:24 main:574] : INFO : Epoch 1772 | loss: 0.0311564 | val_loss: 0.0311884 | Time: 2041.95 ms [2022-03-13 23:09:26 main:574] : INFO : Epoch 1773 | loss: 0.0311582 | val_loss: 0.0311909 | Time: 2020.71 ms [2022-03-13 23:09:28 main:574] : INFO : Epoch 1774 | loss: 0.0311556 | val_loss: 0.0311929 | Time: 2030.13 ms [2022-03-13 23:09:30 main:574] : INFO : Epoch 1775 | loss: 0.0311558 | val_loss: 0.0311949 | Time: 2016.45 ms [2022-03-13 23:09:32 main:574] : INFO : Epoch 1776 | loss: 0.0311598 | val_loss: 0.031192 | Time: 2028.35 ms [2022-03-13 23:09:34 main:574] : INFO : Epoch 1777 | loss: 0.0311737 | val_loss: 0.031183 | Time: 1961.16 ms [2022-03-13 23:09:36 main:574] : INFO : Epoch 1778 | loss: 0.0311716 | val_loss: 0.0311829 | Time: 1951.22 ms [2022-03-13 23:09:38 main:574] : INFO : Epoch 1779 | loss: 0.0311674 | val_loss: 0.0311828 | Time: 1987.47 ms [2022-03-13 23:09:40 main:574] : INFO : Epoch 1780 | loss: 0.0311679 | val_loss: 0.0311826 | Time: 1971.35 ms [2022-03-13 23:09:42 main:574] : INFO : Epoch 1781 | loss: 0.0311634 | val_loss: 0.0311851 | Time: 1990.55 ms [2022-03-13 23:09:44 main:574] : INFO : Epoch 1782 | loss: 0.031162 | val_loss: 0.031184 | Time: 2041.77 ms [2022-03-13 23:09:46 main:574] : INFO : Epoch 1783 | loss: 0.0311602 | val_loss: 0.0311915 | Time: 2071.31 ms [2022-03-13 23:09:48 main:574] : INFO : Epoch 1784 | loss: 0.0311609 | val_loss: 0.0311863 | Time: 1991.03 ms [2022-03-13 23:09:50 main:574] : INFO : Epoch 1785 | loss: 0.03116 | val_loss: 0.0311876 | Time: 2022.95 ms [2022-03-13 23:09:53 main:574] : INFO : Epoch 1786 | loss: 0.0311589 | val_loss: 0.0311822 | Time: 2175.17 ms [2022-03-13 23:09:55 main:574] : INFO : Epoch 1787 | loss: 0.0311595 | val_loss: 0.0311907 | Time: 1973 ms [2022-03-13 23:09:57 main:574] : INFO : Epoch 1788 | loss: 0.0311584 | val_loss: 0.0311839 | Time: 1946.8 ms [2022-03-13 23:09:59 main:574] : INFO : Epoch 1789 | loss: 0.0311565 | val_loss: 0.0311888 | Time: 1992.96 ms [2022-03-13 23:10:01 main:574] : INFO : Epoch 1790 | loss: 0.0311572 | val_loss: 0.031189 | Time: 1948.32 ms [2022-03-13 23:10:03 main:574] : INFO : Epoch 1791 | loss: 0.0311561 | val_loss: 0.0311881 | Time: 1949.04 ms [2022-03-13 23:10:05 main:574] : INFO : Epoch 1792 | loss: 0.0311586 | val_loss: 0.0311855 | Time: 2041.61 ms [2022-03-13 23:10:07 main:574] : INFO : Epoch 1793 | loss: 0.0311569 | val_loss: 0.0311931 | Time: 2003.15 ms [2022-03-13 23:10:09 main:574] : INFO : Epoch 1794 | loss: 0.0311564 | val_loss: 0.0311886 | Time: 1948.29 ms [2022-03-13 23:10:11 main:574] : INFO : Epoch 1795 | loss: 0.031158 | val_loss: 0.0311983 | Time: 1998.71 ms [2022-03-13 23:10:12 main:574] : INFO : Epoch 1796 | loss: 0.0311551 | val_loss: 0.0311821 | Time: 1906.6 ms [2022-03-13 23:10:14 main:574] : INFO : Epoch 1797 | loss: 0.0311619 | val_loss: 0.0311833 | Time: 1994.68 ms [2022-03-13 23:10:16 main:574] : INFO : Epoch 1798 | loss: 0.0311575 | val_loss: 0.0311843 | Time: 1966.07 ms [2022-03-13 23:10:18 main:574] : INFO : Epoch 1799 | loss: 0.0311537 | val_loss: 0.0311857 | Time: 1982.18 ms [2022-03-13 23:10:20 main:574] : INFO : Epoch 1800 | loss: 0.0311524 | val_loss: 0.0311905 | Time: 1937.44 ms [2022-03-13 23:10:22 main:574] : INFO : Epoch 1801 | loss: 0.0311522 | val_loss: 0.0311906 | Time: 1970.2 ms [2022-03-13 23:10:24 main:574] : INFO : Epoch 1802 | loss: 0.0311524 | val_loss: 0.0311835 | Time: 1985.02 ms [2022-03-13 23:10:26 main:574] : INFO : Epoch 1803 | loss: 0.0311526 | val_loss: 0.0311915 | Time: 1974.36 ms [2022-03-13 23:10:28 main:574] : INFO : Epoch 1804 | loss: 0.0311552 | val_loss: 0.0311851 | Time: 1990.89 ms [2022-03-13 23:10:30 main:574] : INFO : Epoch 1805 | loss: 0.0311544 | val_loss: 0.0311877 | Time: 2026.94 ms [2022-03-13 23:10:32 main:574] : INFO : Epoch 1806 | loss: 0.0311525 | val_loss: 0.031191 | Time: 2016.81 ms [2022-03-13 23:10:34 main:574] : INFO : Epoch 1807 | loss: 0.0311519 | val_loss: 0.0311908 | Time: 2017.99 ms [2022-03-13 23:10:36 main:574] : INFO : Epoch 1808 | loss: 0.0311546 | val_loss: 0.0311864 | Time: 1961.72 ms [2022-03-13 23:10:38 main:574] : INFO : Epoch 1809 | loss: 0.0311533 | val_loss: 0.0311883 | Time: 1969.93 ms [2022-03-13 23:10:40 main:574] : INFO : Epoch 1810 | loss: 0.0311523 | val_loss: 0.031197 | Time: 1925.69 ms [2022-03-13 23:10:42 main:574] : INFO : Epoch 1811 | loss: 0.031153 | val_loss: 0.0311846 | Time: 1983.63 ms [2022-03-13 23:10:44 main:574] : INFO : Epoch 1812 | loss: 0.0311535 | val_loss: 0.0311915 | Time: 1966.23 ms [2022-03-13 23:10:46 main:574] : INFO : Epoch 1813 | loss: 0.0311518 | val_loss: 0.0311887 | Time: 1967.5 ms [2022-03-13 23:10:48 main:574] : INFO : Epoch 1814 | loss: 0.0311517 | val_loss: 0.0311909 | Time: 2029.25 ms [2022-03-13 23:10:50 main:574] : INFO : Epoch 1815 | loss: 0.0311519 | val_loss: 0.031193 | Time: 1992.19 ms [2022-03-13 23:10:52 main:574] : INFO : Epoch 1816 | loss: 0.0311504 | val_loss: 0.0311886 | Time: 1977.44 ms [2022-03-13 23:10:54 main:574] : INFO : Epoch 1817 | loss: 0.0311509 | val_loss: 0.0311832 | Time: 2041.37 ms [2022-03-13 23:10:56 main:574] : INFO : Epoch 1818 | loss: 0.0311509 | val_loss: 0.0311897 | Time: 2006.69 ms [2022-03-13 23:10:58 main:574] : INFO : Epoch 1819 | loss: 0.0311518 | val_loss: 0.0311925 | Time: 2010.74 ms [2022-03-13 23:11:00 main:574] : INFO : Epoch 1820 | loss: 0.0311556 | val_loss: 0.0311893 | Time: 2091.06 ms [2022-03-13 23:11:03 main:574] : INFO : Epoch 1821 | loss: 0.0311534 | val_loss: 0.0311897 | Time: 2049.08 ms [2022-03-13 23:11:05 main:574] : INFO : Epoch 1822 | loss: 0.031154 | val_loss: 0.0311961 | Time: 1997.62 ms [2022-03-13 23:11:07 main:574] : INFO : Epoch 1823 | loss: 0.0311529 | val_loss: 0.031189 | Time: 1979.15 ms [2022-03-13 23:11:09 main:574] : INFO : Epoch 1824 | loss: 0.0311467 | val_loss: 0.0311963 | Time: 2094.93 ms [2022-03-13 23:11:11 main:574] : INFO : Epoch 1825 | loss: 0.0311492 | val_loss: 0.0311948 | Time: 2012.44 ms [2022-03-13 23:11:13 main:574] : INFO : Epoch 1826 | loss: 0.0311507 | val_loss: 0.0311951 | Time: 1984.02 ms [2022-03-13 23:11:15 main:574] : INFO : Epoch 1827 | loss: 0.0311568 | val_loss: 0.0311915 | Time: 1926.69 ms [2022-03-13 23:11:17 main:574] : INFO : Epoch 1828 | loss: 0.0311557 | val_loss: 0.0311849 | Time: 2096.5 ms [2022-03-13 23:11:19 main:574] : INFO : Epoch 1829 | loss: 0.0311521 | val_loss: 0.0311883 | Time: 1983.44 ms [2022-03-13 23:11:21 main:574] : INFO : Epoch 1830 | loss: 0.0311498 | val_loss: 0.0311879 | Time: 2013.6 ms [2022-03-13 23:11:23 main:574] : INFO : Epoch 1831 | loss: 0.0311536 | val_loss: 0.0311941 | Time: 1945.9 ms [2022-03-13 23:11:25 main:574] : INFO : Epoch 1832 | loss: 0.0311539 | val_loss: 0.0311875 | Time: 1946.56 ms [2022-03-13 23:11:27 main:574] : INFO : Epoch 1833 | loss: 0.0311522 | val_loss: 0.0311875 | Time: 1905.59 ms [2022-03-13 23:11:29 main:574] : INFO : Epoch 1834 | loss: 0.0311524 | val_loss: 0.0311895 | Time: 2019.73 ms [2022-03-13 23:11:31 main:574] : INFO : Epoch 1835 | loss: 0.0311485 | val_loss: 0.0311904 | Time: 1944.46 ms [2022-03-13 23:11:32 main:574] : INFO : Epoch 1836 | loss: 0.0311501 | val_loss: 0.0311904 | Time: 1966.19 ms [2022-03-13 23:11:34 main:574] : INFO : Epoch 1837 | loss: 0.0311467 | val_loss: 0.031195 | Time: 1988.17 ms [2022-03-13 23:11:37 main:574] : INFO : Epoch 1838 | loss: 0.0311521 | val_loss: 0.0311916 | Time: 2020.21 ms [2022-03-13 23:11:39 main:574] : INFO : Epoch 1839 | loss: 0.0311513 | val_loss: 0.0311995 | Time: 1999.4 ms [2022-03-13 23:11:41 main:574] : INFO : Epoch 1840 | loss: 0.0311493 | val_loss: 0.0311874 | Time: 2032 ms [2022-03-13 23:11:43 main:574] : INFO : Epoch 1841 | loss: 0.0311482 | val_loss: 0.03119 | Time: 1950.68 ms [2022-03-13 23:11:45 main:574] : INFO : Epoch 1842 | loss: 0.0311503 | val_loss: 0.0311934 | Time: 2012.69 ms [2022-03-13 23:11:47 main:574] : INFO : Epoch 1843 | loss: 0.0311522 | val_loss: 0.0311887 | Time: 1960.18 ms [2022-03-13 23:11:49 main:574] : INFO : Epoch 1844 | loss: 0.0311517 | val_loss: 0.0311864 | Time: 2000.33 ms [2022-03-13 23:11:51 main:574] : INFO : Epoch 1845 | loss: 0.03115 | val_loss: 0.0311908 | Time: 1992.58 ms [2022-03-13 23:11:52 main:574] : INFO : Epoch 1846 | loss: 0.031148 | val_loss: 0.0311861 | Time: 1948.44 ms [2022-03-13 23:11:54 main:574] : INFO : Epoch 1847 | loss: 0.0311514 | val_loss: 0.0311855 | Time: 1997.68 ms [2022-03-13 23:11:56 main:574] : INFO : Epoch 1848 | loss: 0.0311551 | val_loss: 0.0311925 | Time: 1946.15 ms [2022-03-13 23:11:58 main:574] : INFO : Epoch 1849 | loss: 0.0311549 | val_loss: 0.0311868 | Time: 2026.99 ms [2022-03-13 23:12:01 main:574] : INFO : Epoch 1850 | loss: 0.0311516 | val_loss: 0.0311924 | Time: 2066.46 ms [2022-03-13 23:12:03 main:574] : INFO : Epoch 1851 | loss: 0.0311483 | val_loss: 0.0311944 | Time: 1988.43 ms [2022-03-13 23:12:05 main:574] : INFO : Epoch 1852 | loss: 0.0311496 | val_loss: 0.031193 | Time: 1959.58 ms [2022-03-13 23:12:06 main:574] : INFO : Epoch 1853 | loss: 0.0311453 | val_loss: 0.0311955 | Time: 1949.7 ms [2022-03-13 23:12:09 main:574] : INFO : Epoch 1854 | loss: 0.0311438 | val_loss: 0.0311945 | Time: 2014.52 ms [2022-03-13 23:12:10 main:574] : INFO : Epoch 1855 | loss: 0.0311493 | val_loss: 0.0311884 | Time: 1953.14 ms [2022-03-13 23:12:12 main:574] : INFO : Epoch 1856 | loss: 0.0311518 | val_loss: 0.0311865 | Time: 1948.72 ms [2022-03-13 23:12:14 main:574] : INFO : Epoch 1857 | loss: 0.0311532 | val_loss: 0.0311855 | Time: 1971.18 ms [2022-03-13 23:12:16 main:574] : INFO : Epoch 1858 | loss: 0.031153 | val_loss: 0.031194 | Time: 1989 ms [2022-03-13 23:12:18 main:574] : INFO : Epoch 1859 | loss: 0.0311499 | val_loss: 0.0311852 | Time: 1955.66 ms [2022-03-13 23:12:20 main:574] : INFO : Epoch 1860 | loss: 0.0311535 | val_loss: 0.0311906 | Time: 1992.92 ms [2022-03-13 23:12:22 main:574] : INFO : Epoch 1861 | loss: 0.0311571 | val_loss: 0.0311799 | Time: 1966.96 ms [2022-03-13 23:12:24 main:574] : INFO : Epoch 1862 | loss: 0.0311541 | val_loss: 0.031187 | Time: 2009.27 ms [2022-03-13 23:12:26 main:574] : INFO : Epoch 1863 | loss: 0.0311533 | val_loss: 0.031193 | Time: 1964.66 ms [2022-03-13 23:12:28 main:574] : INFO : Epoch 1864 | loss: 0.0311488 | val_loss: 0.0311908 | Time: 1996.87 ms [2022-03-13 23:12:30 main:574] : INFO : Epoch 1865 | loss: 0.0311474 | val_loss: 0.031186 | Time: 1991.18 ms [2022-03-13 23:12:32 main:574] : INFO : Epoch 1866 | loss: 0.0311493 | val_loss: 0.0311855 | Time: 2009.13 ms [2022-03-13 23:12:34 main:574] : INFO : Epoch 1867 | loss: 0.0311527 | val_loss: 0.031185 | Time: 2009.8 ms [2022-03-13 23:12:36 main:574] : INFO : Epoch 1868 | loss: 0.0311465 | val_loss: 0.0311906 | Time: 1967.95 ms [2022-03-13 23:12:38 main:574] : INFO : Epoch 1869 | loss: 0.031145 | val_loss: 0.0311875 | Time: 2002.4 ms [2022-03-13 23:12:40 main:574] : INFO : Epoch 1870 | loss: 0.0311438 | val_loss: 0.031186 | Time: 1952.67 ms [2022-03-13 23:12:42 main:574] : INFO : Epoch 1871 | loss: 0.0311493 | val_loss: 0.031194 | Time: 1999.91 ms [2022-03-13 23:12:44 main:574] : INFO : Epoch 1872 | loss: 0.0311583 | val_loss: 0.0311875 | Time: 1931.03 ms [2022-03-13 23:12:46 main:574] : INFO : Epoch 1873 | loss: 0.0311559 | val_loss: 0.0311883 | Time: 1927.08 ms [2022-03-13 23:12:48 main:574] : INFO : Epoch 1874 | loss: 0.0311531 | val_loss: 0.0311892 | Time: 1931.32 ms [2022-03-13 23:12:50 main:574] : INFO : Epoch 1875 | loss: 0.0311538 | val_loss: 0.0311871 | Time: 1985.67 ms [2022-03-13 23:12:52 main:574] : INFO : Epoch 1876 | loss: 0.0311484 | val_loss: 0.0311861 | Time: 1968.25 ms [2022-03-13 23:12:54 main:574] : INFO : Epoch 1877 | loss: 0.0311497 | val_loss: 0.0311908 | Time: 1979.32 ms [2022-03-13 23:12:56 main:574] : INFO : Epoch 1878 | loss: 0.0311479 | val_loss: 0.0311942 | Time: 2018.12 ms [2022-03-13 23:12:58 main:574] : INFO : Epoch 1879 | loss: 0.0311508 | val_loss: 0.031187 | Time: 1998.13 ms [2022-03-13 23:13:00 main:574] : INFO : Epoch 1880 | loss: 0.0311518 | val_loss: 0.0311923 | Time: 2094.46 ms [2022-03-13 23:13:02 main:574] : INFO : Epoch 1881 | loss: 0.0311514 | val_loss: 0.0311904 | Time: 1969.79 ms [2022-03-13 23:13:04 main:574] : INFO : Epoch 1882 | loss: 0.0311484 | val_loss: 0.0311966 | Time: 2029.33 ms [2022-03-13 23:13:06 main:574] : INFO : Epoch 1883 | loss: 0.0311606 | val_loss: 0.0311835 | Time: 1978.89 ms [2022-03-13 23:13:08 main:574] : INFO : Epoch 1884 | loss: 0.031156 | val_loss: 0.0311942 | Time: 2023.39 ms [2022-03-13 23:13:10 main:574] : INFO : Epoch 1885 | loss: 0.0311504 | val_loss: 0.0311938 | Time: 2019.78 ms [2022-03-13 23:13:12 main:574] : INFO : Epoch 1886 | loss: 0.0311481 | val_loss: 0.0311859 | Time: 2001.04 ms [2022-03-13 23:13:14 main:574] : INFO : Epoch 1887 | loss: 0.0311491 | val_loss: 0.0311983 | Time: 1974.91 ms [2022-03-13 23:13:16 main:574] : INFO : Epoch 1888 | loss: 0.0311511 | val_loss: 0.0311838 | Time: 1970.15 ms [2022-03-13 23:13:18 main:574] : INFO : Epoch 1889 | loss: 0.0311498 | val_loss: 0.0311953 | Time: 2021.37 ms [2022-03-13 23:13:20 main:574] : INFO : Epoch 1890 | loss: 0.0311485 | val_loss: 0.0311872 | Time: 1966.04 ms [2022-03-13 23:13:22 main:574] : INFO : Epoch 1891 | loss: 0.0311448 | val_loss: 0.0311955 | Time: 1936.06 ms [2022-03-13 23:13:24 main:574] : INFO : Epoch 1892 | loss: 0.0311516 | val_loss: 0.0311934 | Time: 2033.11 ms [2022-03-13 23:13:26 main:574] : INFO : Epoch 1893 | loss: 0.0311503 | val_loss: 0.0311866 | Time: 1940.8 ms [2022-03-13 23:13:28 main:574] : INFO : Epoch 1894 | loss: 0.0311523 | val_loss: 0.0311855 | Time: 1965.1 ms [2022-03-13 23:13:30 main:574] : INFO : Epoch 1895 | loss: 0.0311465 | val_loss: 0.031195 | Time: 1914.91 ms [2022-03-13 23:13:32 main:574] : INFO : Epoch 1896 | loss: 0.0311475 | val_loss: 0.0311899 | Time: 1957.41 ms [2022-03-13 23:13:34 main:574] : INFO : Epoch 1897 | loss: 0.0311538 | val_loss: 0.0311879 | Time: 2000.88 ms [2022-03-13 23:13:36 main:574] : INFO : Epoch 1898 | loss: 0.0311523 | val_loss: 0.0311886 | Time: 1997.51 ms [2022-03-13 23:13:38 main:574] : INFO : Epoch 1899 | loss: 0.0311492 | val_loss: 0.0311908 | Time: 2083.05 ms [2022-03-13 23:13:40 main:574] : INFO : Epoch 1900 | loss: 0.0311506 | val_loss: 0.0311883 | Time: 2065.32 ms [2022-03-13 23:13:42 main:574] : INFO : Epoch 1901 | loss: 0.03115 | val_loss: 0.0311926 | Time: 1958.97 ms [2022-03-13 23:13:44 main:574] : INFO : Epoch 1902 | loss: 0.0311449 | val_loss: 0.0311953 | Time: 2029.75 ms [2022-03-13 23:13:46 main:574] : INFO : Epoch 1903 | loss: 0.0311452 | val_loss: 0.031188 | Time: 1977.25 ms [2022-03-13 23:13:48 main:574] : INFO : Epoch 1904 | loss: 0.0311457 | val_loss: 0.0311902 | Time: 1988.58 ms [2022-03-13 23:13:50 main:574] : INFO : Epoch 1905 | loss: 0.0311484 | val_loss: 0.0311899 | Time: 2024.65 ms [2022-03-13 23:13:52 main:574] : INFO : Epoch 1906 | loss: 0.0311489 | val_loss: 0.0311887 | Time: 2016.68 ms [2022-03-13 23:13:54 main:574] : INFO : Epoch 1907 | loss: 0.0311479 | val_loss: 0.0311935 | Time: 1989.13 ms [2022-03-13 23:13:56 main:574] : INFO : Epoch 1908 | loss: 0.0311485 | val_loss: 0.0311873 | Time: 2050.16 ms [2022-03-13 23:13:58 main:574] : INFO : Epoch 1909 | loss: 0.0311466 | val_loss: 0.0311876 | Time: 1996.76 ms [2022-03-13 23:14:00 main:574] : INFO : Epoch 1910 | loss: 0.0311495 | val_loss: 0.0312063 | Time: 2021.07 ms [2022-03-13 23:14:02 main:574] : INFO : Epoch 1911 | loss: 0.0311485 | val_loss: 0.0311965 | Time: 1969.51 ms [2022-03-13 23:14:04 main:574] : INFO : Epoch 1912 | loss: 0.0311597 | val_loss: 0.0311885 | Time: 1962.19 ms [2022-03-13 23:14:06 main:574] : INFO : Epoch 1913 | loss: 0.0311508 | val_loss: 0.0311894 | Time: 2026.55 ms [2022-03-13 23:14:08 main:574] : INFO : Epoch 1914 | loss: 0.0311527 | val_loss: 0.0311923 | Time: 2035.53 ms [2022-03-13 23:14:11 main:574] : INFO : Epoch 1915 | loss: 0.0311503 | val_loss: 0.0311916 | Time: 2008.22 ms [2022-03-13 23:14:12 main:574] : INFO : Epoch 1916 | loss: 0.0311455 | val_loss: 0.0311956 | Time: 1896.18 ms [2022-03-13 23:14:14 main:574] : INFO : Epoch 1917 | loss: 0.0311474 | val_loss: 0.0311915 | Time: 2010.59 ms [2022-03-13 23:14:16 main:574] : INFO : Epoch 1918 | loss: 0.0311529 | val_loss: 0.0311869 | Time: 2008.71 ms [2022-03-13 23:14:18 main:574] : INFO : Epoch 1919 | loss: 0.0311523 | val_loss: 0.0311912 | Time: 2032.81 ms [2022-03-13 23:14:20 main:574] : INFO : Epoch 1920 | loss: 0.0311483 | val_loss: 0.0311918 | Time: 1965.4 ms [2022-03-13 23:14:22 main:574] : INFO : Epoch 1921 | loss: 0.031147 | val_loss: 0.0311992 | Time: 1994.57 ms [2022-03-13 23:14:25 main:574] : INFO : Epoch 1922 | loss: 0.031148 | val_loss: 0.0311874 | Time: 2143.61 ms [2022-03-13 23:14:27 main:574] : INFO : Epoch 1923 | loss: 0.031147 | val_loss: 0.0311893 | Time: 2164.78 ms [2022-03-13 23:14:29 main:574] : INFO : Epoch 1924 | loss: 0.0311516 | val_loss: 0.0311846 | Time: 1987.09 ms [2022-03-13 23:14:31 main:574] : INFO : Epoch 1925 | loss: 0.0311622 | val_loss: 0.0311887 | Time: 1968.35 ms [2022-03-13 23:14:33 main:574] : INFO : Epoch 1926 | loss: 0.0311574 | val_loss: 0.0311875 | Time: 1982.8 ms [2022-03-13 23:14:35 main:574] : INFO : Epoch 1927 | loss: 0.031158 | val_loss: 0.0311877 | Time: 2000.89 ms [2022-03-13 23:14:37 main:574] : INFO : Epoch 1928 | loss: 0.031153 | val_loss: 0.0311887 | Time: 1980.94 ms [2022-03-13 23:14:39 main:574] : INFO : Epoch 1929 | loss: 0.0311482 | val_loss: 0.0312035 | Time: 2032.86 ms [2022-03-13 23:14:41 main:574] : INFO : Epoch 1930 | loss: 0.0311476 | val_loss: 0.0311887 | Time: 2009.08 ms [2022-03-13 23:14:43 main:574] : INFO : Epoch 1931 | loss: 0.0311473 | val_loss: 0.0311929 | Time: 1989.03 ms [2022-03-13 23:14:45 main:574] : INFO : Epoch 1932 | loss: 0.0311478 | val_loss: 0.0311858 | Time: 1879.87 ms [2022-03-13 23:14:47 main:574] : INFO : Epoch 1933 | loss: 0.0311491 | val_loss: 0.031191 | Time: 1968.35 ms [2022-03-13 23:14:49 main:574] : INFO : Epoch 1934 | loss: 0.0311462 | val_loss: 0.0311885 | Time: 2037.05 ms [2022-03-13 23:14:51 main:574] : INFO : Epoch 1935 | loss: 0.0311475 | val_loss: 0.0311951 | Time: 2032.53 ms [2022-03-13 23:14:53 main:574] : INFO : Epoch 1936 | loss: 0.0311448 | val_loss: 0.0311906 | Time: 2011.66 ms [2022-03-13 23:14:55 main:574] : INFO : Epoch 1937 | loss: 0.0311434 | val_loss: 0.0312057 | Time: 1990.95 ms [2022-03-13 23:14:57 main:574] : INFO : Epoch 1938 | loss: 0.0311449 | val_loss: 0.0311912 | Time: 1970.43 ms [2022-03-13 23:14:59 main:574] : INFO : Epoch 1939 | loss: 0.0311468 | val_loss: 0.031196 | Time: 2035.08 ms [2022-03-13 23:15:01 main:574] : INFO : Epoch 1940 | loss: 0.0311453 | val_loss: 0.0311934 | Time: 1954.09 ms [2022-03-13 23:15:03 main:574] : INFO : Epoch 1941 | loss: 0.0311413 | val_loss: 0.0311968 | Time: 1963.55 ms [2022-03-13 23:15:05 main:574] : INFO : Epoch 1942 | loss: 0.0311444 | val_loss: 0.0311934 | Time: 1984.35 ms [2022-03-13 23:15:07 main:574] : INFO : Epoch 1943 | loss: 0.0311438 | val_loss: 0.0311899 | Time: 1960.65 ms [2022-03-13 23:15:09 main:574] : INFO : Epoch 1944 | loss: 0.0311426 | val_loss: 0.031195 | Time: 1977.35 ms [2022-03-13 23:15:11 main:574] : INFO : Epoch 1945 | loss: 0.0311433 | val_loss: 0.0311982 | Time: 1971.47 ms [2022-03-13 23:15:13 main:574] : INFO : Epoch 1946 | loss: 0.0311428 | val_loss: 0.0311915 | Time: 1953.72 ms [2022-03-13 23:15:15 main:574] : INFO : Epoch 1947 | loss: 0.031151 | val_loss: 0.0311847 | Time: 1948.93 ms [2022-03-13 23:15:17 main:574] : INFO : Epoch 1948 | loss: 0.0311489 | val_loss: 0.0311887 | Time: 1976.32 ms [2022-03-13 23:15:19 main:574] : INFO : Epoch 1949 | loss: 0.0311463 | val_loss: 0.0311986 | Time: 1978.59 ms [2022-03-13 23:15:21 main:574] : INFO : Epoch 1950 | loss: 0.0311445 | val_loss: 0.0311881 | Time: 1980.58 ms [2022-03-13 23:15:23 main:574] : INFO : Epoch 1951 | loss: 0.0311441 | val_loss: 0.0311987 | Time: 2011.62 ms [2022-03-13 23:15:25 main:574] : INFO : Epoch 1952 | loss: 0.0311405 | val_loss: 0.0311974 | Time: 1968.61 ms [2022-03-13 23:15:27 main:574] : INFO : Epoch 1953 | loss: 0.0311429 | val_loss: 0.0311864 | Time: 1979.21 ms [2022-03-13 23:15:29 main:574] : INFO : Epoch 1954 | loss: 0.0311569 | val_loss: 0.0311961 | Time: 1986.75 ms [2022-03-13 23:15:31 main:574] : INFO : Epoch 1955 | loss: 0.0311544 | val_loss: 0.0311955 | Time: 1966.85 ms [2022-03-13 23:15:33 main:574] : INFO : Epoch 1956 | loss: 0.0311561 | val_loss: 0.0311924 | Time: 1978.72 ms [2022-03-13 23:15:35 main:574] : INFO : Epoch 1957 | loss: 0.0311535 | val_loss: 0.0311852 | Time: 1984.55 ms [2022-03-13 23:15:37 main:574] : INFO : Epoch 1958 | loss: 0.0311514 | val_loss: 0.0311896 | Time: 2015.33 ms [2022-03-13 23:15:39 main:574] : INFO : Epoch 1959 | loss: 0.0311453 | val_loss: 0.0311961 | Time: 1976.31 ms [2022-03-13 23:15:41 main:574] : INFO : Epoch 1960 | loss: 0.0311484 | val_loss: 0.0312 | Time: 1985.33 ms [2022-03-13 23:15:43 main:574] : INFO : Epoch 1961 | loss: 0.031149 | val_loss: 0.0311944 | Time: 1973.9 ms [2022-03-13 23:15:44 main:574] : INFO : Epoch 1962 | loss: 0.0311445 | val_loss: 0.0311914 | Time: 1923.99 ms [2022-03-13 23:15:46 main:574] : INFO : Epoch 1963 | loss: 0.0311443 | val_loss: 0.0311954 | Time: 1976.7 ms [2022-03-13 23:15:48 main:574] : INFO : Epoch 1964 | loss: 0.0311453 | val_loss: 0.031195 | Time: 2002.58 ms [2022-03-13 23:15:50 main:574] : INFO : Epoch 1965 | loss: 0.0311488 | val_loss: 0.0311883 | Time: 2006.26 ms [2022-03-13 23:15:53 main:574] : INFO : Epoch 1966 | loss: 0.0311432 | val_loss: 0.0311988 | Time: 2015.17 ms [2022-03-13 23:15:54 main:574] : INFO : Epoch 1967 | loss: 0.0311444 | val_loss: 0.0311963 | Time: 1959.47 ms [2022-03-13 23:15:56 main:574] : INFO : Epoch 1968 | loss: 0.0311469 | val_loss: 0.0311962 | Time: 1952.76 ms [2022-03-13 23:15:58 main:574] : INFO : Epoch 1969 | loss: 0.031146 | val_loss: 0.0311875 | Time: 2008.31 ms [2022-03-13 23:16:00 main:574] : INFO : Epoch 1970 | loss: 0.0311503 | val_loss: 0.0311947 | Time: 1972.42 ms [2022-03-13 23:16:02 main:574] : INFO : Epoch 1971 | loss: 0.0311478 | val_loss: 0.0311847 | Time: 1991.39 ms [2022-03-13 23:16:04 main:574] : INFO : Epoch 1972 | loss: 0.0311433 | val_loss: 0.0311968 | Time: 1952.28 ms [2022-03-13 23:16:06 main:574] : INFO : Epoch 1973 | loss: 0.0311405 | val_loss: 0.031188 | Time: 1978.14 ms [2022-03-13 23:16:08 main:574] : INFO : Epoch 1974 | loss: 0.0311515 | val_loss: 0.0311896 | Time: 2029.8 ms [2022-03-13 23:16:10 main:574] : INFO : Epoch 1975 | loss: 0.031144 | val_loss: 0.0311943 | Time: 1972.94 ms [2022-03-13 23:16:12 main:574] : INFO : Epoch 1976 | loss: 0.0311447 | val_loss: 0.0311918 | Time: 1950.27 ms [2022-03-13 23:16:14 main:574] : INFO : Epoch 1977 | loss: 0.0311477 | val_loss: 0.0311868 | Time: 1985.66 ms [2022-03-13 23:16:16 main:574] : INFO : Epoch 1978 | loss: 0.0311569 | val_loss: 0.0311877 | Time: 1968.11 ms [2022-03-13 23:16:18 main:574] : INFO : Epoch 1979 | loss: 0.0311507 | val_loss: 0.0311848 | Time: 2091.18 ms [2022-03-13 23:16:21 main:574] : INFO : Epoch 1980 | loss: 0.0311431 | val_loss: 0.0311925 | Time: 2113.93 ms [2022-03-13 23:16:23 main:574] : INFO : Epoch 1981 | loss: 0.0311473 | val_loss: 0.0311913 | Time: 1991.44 ms [2022-03-13 23:16:25 main:574] : INFO : Epoch 1982 | loss: 0.0311536 | val_loss: 0.0311865 | Time: 1990.22 ms [2022-03-13 23:16:27 main:574] : INFO : Epoch 1983 | loss: 0.0311493 | val_loss: 0.0311896 | Time: 1994.97 ms [2022-03-13 23:16:29 main:574] : INFO : Epoch 1984 | loss: 0.0311493 | val_loss: 0.0312016 | Time: 2012.59 ms [2022-03-13 23:16:31 main:574] : INFO : Epoch 1985 | loss: 0.031145 | val_loss: 0.0311878 | Time: 2041.88 ms [2022-03-13 23:16:33 main:574] : INFO : Epoch 1986 | loss: 0.0311445 | val_loss: 0.0311968 | Time: 2001.7 ms [2022-03-13 23:16:35 main:574] : INFO : Epoch 1987 | loss: 0.0311457 | val_loss: 0.0311857 | Time: 2043.23 ms [2022-03-13 23:16:37 main:574] : INFO : Epoch 1988 | loss: 0.0311435 | val_loss: 0.0311914 | Time: 1954.67 ms [2022-03-13 23:16:39 main:574] : INFO : Epoch 1989 | loss: 0.0311437 | val_loss: 0.0311953 | Time: 2001.97 ms [2022-03-13 23:16:41 main:574] : INFO : Epoch 1990 | loss: 0.031148 | val_loss: 0.0311907 | Time: 1981.33 ms [2022-03-13 23:16:43 main:574] : INFO : Epoch 1991 | loss: 0.0311446 | val_loss: 0.031193 | Time: 1971.18 ms [2022-03-13 23:16:45 main:574] : INFO : Epoch 1992 | loss: 0.0311453 | val_loss: 0.0311897 | Time: 1956.16 ms [2022-03-13 23:16:47 main:574] : INFO : Epoch 1993 | loss: 0.0311457 | val_loss: 0.0312013 | Time: 1990.12 ms [2022-03-13 23:16:49 main:574] : INFO : Epoch 1994 | loss: 0.0311516 | val_loss: 0.0311897 | Time: 1981.88 ms [2022-03-13 23:16:51 main:574] : INFO : Epoch 1995 | loss: 0.0311599 | val_loss: 0.0311857 | Time: 2018.72 ms [2022-03-13 23:16:53 main:574] : INFO : Epoch 1996 | loss: 0.0311503 | val_loss: 0.0311879 | Time: 1989.89 ms [2022-03-13 23:16:55 main:574] : INFO : Epoch 1997 | loss: 0.0311446 | val_loss: 0.0311917 | Time: 1962.93 ms [2022-03-13 23:16:57 main:574] : INFO : Epoch 1998 | loss: 0.0311411 | val_loss: 0.0311919 | Time: 1983.36 ms [2022-03-13 23:16:59 main:574] : INFO : Epoch 1999 | loss: 0.0311406 | val_loss: 0.0311996 | Time: 1997.49 ms [2022-03-13 23:17:01 main:574] : INFO : Epoch 2000 | loss: 0.0311429 | val_loss: 0.0311941 | Time: 1944.33 ms [2022-03-13 23:17:02 main:574] : INFO : Epoch 2001 | loss: 0.031146 | val_loss: 0.031188 | Time: 1954.25 ms [2022-03-13 23:17:04 main:574] : INFO : Epoch 2002 | loss: 0.031149 | val_loss: 0.0311884 | Time: 1979.11 ms [2022-03-13 23:17:06 main:574] : INFO : Epoch 2003 | loss: 0.031144 | val_loss: 0.0311991 | Time: 1986.09 ms [2022-03-13 23:17:08 main:574] : INFO : Epoch 2004 | loss: 0.031144 | val_loss: 0.03119 | Time: 1968.73 ms [2022-03-13 23:17:10 main:574] : INFO : Epoch 2005 | loss: 0.0311413 | val_loss: 0.0311935 | Time: 1922.34 ms [2022-03-13 23:17:12 main:574] : INFO : Epoch 2006 | loss: 0.0311431 | val_loss: 0.0311914 | Time: 2056.72 ms [2022-03-13 23:17:14 main:574] : INFO : Epoch 2007 | loss: 0.0311455 | val_loss: 0.0311921 | Time: 1936.52 ms [2022-03-13 23:17:16 main:574] : INFO : Epoch 2008 | loss: 0.0311412 | val_loss: 0.0311931 | Time: 2010.19 ms [2022-03-13 23:17:18 main:574] : INFO : Epoch 2009 | loss: 0.0311429 | val_loss: 0.0311956 | Time: 2007 ms [2022-03-13 23:17:20 main:574] : INFO : Epoch 2010 | loss: 0.031142 | val_loss: 0.031196 | Time: 2023.77 ms [2022-03-13 23:17:22 main:574] : INFO : Epoch 2011 | loss: 0.0311447 | val_loss: 0.0311871 | Time: 1941.3 ms [2022-03-13 23:17:24 main:574] : INFO : Epoch 2012 | loss: 0.0311445 | val_loss: 0.0311931 | Time: 1953.1 ms [2022-03-13 23:17:26 main:574] : INFO : Epoch 2013 | loss: 0.031141 | val_loss: 0.0311887 | Time: 1965.52 ms [2022-03-13 23:17:28 main:574] : INFO : Epoch 2014 | loss: 0.031139 | val_loss: 0.0311964 | Time: 1974.81 ms [2022-03-13 23:17:30 main:574] : INFO : Epoch 2015 | loss: 0.0311388 | val_loss: 0.031188 | Time: 1983.3 ms [2022-03-13 23:17:32 main:574] : INFO : Epoch 2016 | loss: 0.0311406 | val_loss: 0.0312134 | Time: 1969.91 ms [2022-03-13 23:17:34 main:574] : INFO : Epoch 2017 | loss: 0.0311566 | val_loss: 0.031193 | Time: 2011.43 ms [2022-03-13 23:17:36 main:574] : INFO : Epoch 2018 | loss: 0.0311847 | val_loss: 0.0311808 | Time: 1939.99 ms [2022-03-13 23:17:38 main:574] : INFO : Epoch 2019 | loss: 0.0311821 | val_loss: 0.0311785 | Time: 1966.09 ms [2022-03-13 23:17:40 main:574] : INFO : Epoch 2020 | loss: 0.0311761 | val_loss: 0.0311756 | Time: 1937.42 ms [2022-03-13 23:17:42 main:574] : INFO : Epoch 2021 | loss: 0.0311724 | val_loss: 0.0311739 | Time: 1977.53 ms [2022-03-13 23:17:44 main:574] : INFO : Epoch 2022 | loss: 0.0311703 | val_loss: 0.0311737 | Time: 1998.07 ms [2022-03-13 23:17:46 main:574] : INFO : Epoch 2023 | loss: 0.031168 | val_loss: 0.031177 | Time: 1966.51 ms [2022-03-13 23:17:48 main:574] : INFO : Epoch 2024 | loss: 0.0311679 | val_loss: 0.0311733 | Time: 1987.87 ms [2022-03-13 23:17:50 main:574] : INFO : Epoch 2025 | loss: 0.0311697 | val_loss: 0.0311728 | Time: 2013.3 ms [2022-03-13 23:17:52 main:574] : INFO : Epoch 2026 | loss: 0.0311666 | val_loss: 0.0311729 | Time: 1999.8 ms [2022-03-13 23:17:54 main:574] : INFO : Epoch 2027 | loss: 0.0311645 | val_loss: 0.031174 | Time: 1957.41 ms [2022-03-13 23:17:56 main:574] : INFO : Epoch 2028 | loss: 0.0311653 | val_loss: 0.0311779 | Time: 1984.57 ms [2022-03-13 23:17:58 main:574] : INFO : Epoch 2029 | loss: 0.0311629 | val_loss: 0.0311757 | Time: 2008.46 ms [2022-03-13 23:18:00 main:574] : INFO : Epoch 2030 | loss: 0.031161 | val_loss: 0.0311754 | Time: 2040.98 ms [2022-03-13 23:18:02 main:574] : INFO : Epoch 2031 | loss: 0.0311636 | val_loss: 0.0311767 | Time: 1959.87 ms [2022-03-13 23:18:04 main:574] : INFO : Epoch 2032 | loss: 0.0311645 | val_loss: 0.0311782 | Time: 1986.81 ms [2022-03-13 23:18:06 main:574] : INFO : Epoch 2033 | loss: 0.0311648 | val_loss: 0.0311757 | Time: 1958.94 ms [2022-03-13 23:18:08 main:574] : INFO : Epoch 2034 | loss: 0.0311603 | val_loss: 0.031173 | Time: 1969.34 ms [2022-03-13 23:18:10 main:574] : INFO : Epoch 2035 | loss: 0.0311587 | val_loss: 0.0311734 | Time: 1989.54 ms [2022-03-13 23:18:12 main:574] : INFO : Epoch 2036 | loss: 0.0311574 | val_loss: 0.0311801 | Time: 1957.04 ms [2022-03-13 23:18:14 main:574] : INFO : Epoch 2037 | loss: 0.0311591 | val_loss: 0.0311765 | Time: 1955.67 ms [2022-03-13 23:18:16 main:574] : INFO : Epoch 2038 | loss: 0.0311591 | val_loss: 0.0311824 | Time: 1969.43 ms [2022-03-13 23:18:18 main:574] : INFO : Epoch 2039 | loss: 0.0311578 | val_loss: 0.031174 | Time: 1962.83 ms [2022-03-13 23:18:20 main:574] : INFO : Epoch 2040 | loss: 0.031158 | val_loss: 0.031178 | Time: 1993.12 ms [2022-03-13 23:18:22 main:574] : INFO : Epoch 2041 | loss: 0.0311589 | val_loss: 0.0311751 | Time: 1961.36 ms [2022-03-13 23:18:24 main:574] : INFO : Epoch 2042 | loss: 0.0311552 | val_loss: 0.0311742 | Time: 1978.62 ms [2022-03-13 23:18:26 main:574] : INFO : Epoch 2043 | loss: 0.0311541 | val_loss: 0.0311783 | Time: 2034.58 ms [2022-03-13 23:18:28 main:574] : INFO : Epoch 2044 | loss: 0.0311544 | val_loss: 0.0311801 | Time: 1952.63 ms [2022-03-13 23:18:30 main:574] : INFO : Epoch 2045 | loss: 0.0311552 | val_loss: 0.0311812 | Time: 1978.24 ms [2022-03-13 23:18:32 main:574] : INFO : Epoch 2046 | loss: 0.0311542 | val_loss: 0.0311788 | Time: 2083.97 ms [2022-03-13 23:18:34 main:574] : INFO : Epoch 2047 | loss: 0.0311514 | val_loss: 0.0311781 | Time: 1982.49 ms [2022-03-13 23:18:36 main:574] : INFO : Epoch 2048 | loss: 0.0311525 | val_loss: 0.0311768 | Time: 1973.26 ms [2022-03-13 23:18:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311768 [2022-03-13 23:18:36 main:603] : INFO : Saving end state to config to file [2022-03-13 23:18:36 main:608] : INFO : Success, exiting.. 23:18:36 (21020): 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)