Task 14594763
| Name | ParityModified-1647040229-32511-3-0_0 |
| Workunit | 11617213 |
| Created | 10 Apr 2022, 3:38:27 UTC |
| Sent | 10 Apr 2022, 22:29:33 UTC |
| Report deadline | 18 Apr 2022, 22:29:33 UTC |
| Received | 11 Apr 2022, 14:34:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 9 min 51 sec |
| CPU time | 1 hours 9 min 19 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,946.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0311878 | val_loss: 0.0311939 | Time: 1981.82 ms [2022-04-11 09:17:00 main:574] : INFO : Epoch 1543 | loss: 0.0311869 | val_loss: 0.0311946 | Time: 1961.45 ms [2022-04-11 09:17:02 main:574] : INFO : Epoch 1544 | loss: 0.0311875 | val_loss: 0.0311946 | Time: 1986.2 ms [2022-04-11 09:17:04 main:574] : INFO : Epoch 1545 | loss: 0.0311885 | val_loss: 0.0311955 | Time: 1978.79 ms [2022-04-11 09:17:06 main:574] : INFO : Epoch 1546 | loss: 0.0311875 | val_loss: 0.0311923 | Time: 1963.22 ms [2022-04-11 09:17:08 main:574] : INFO : Epoch 1547 | loss: 0.0311867 | val_loss: 0.0311919 | Time: 1936.09 ms [2022-04-11 09:17:10 main:574] : INFO : Epoch 1548 | loss: 0.0311858 | val_loss: 0.031192 | Time: 1937.99 ms [2022-04-11 09:17:12 main:574] : INFO : Epoch 1549 | loss: 0.0311868 | val_loss: 0.0311914 | Time: 2035.1 ms [2022-04-11 09:17:14 main:574] : INFO : Epoch 1550 | loss: 0.0311862 | val_loss: 0.0311926 | Time: 1939.03 ms [2022-04-11 09:17:16 main:574] : INFO : Epoch 1551 | loss: 0.0311854 | val_loss: 0.0311939 | Time: 1989.2 ms [2022-04-11 09:17:18 main:574] : INFO : Epoch 1552 | loss: 0.031187 | val_loss: 0.0311951 | Time: 1962.18 ms [2022-04-11 09:17:20 main:574] : INFO : Epoch 1553 | loss: 0.0311889 | val_loss: 0.0311924 | Time: 1946.55 ms [2022-04-11 09:17:22 main:574] : INFO : Epoch 1554 | loss: 0.0311863 | val_loss: 0.031192 | Time: 1967.1 ms [2022-04-11 09:17:24 main:574] : INFO : Epoch 1555 | loss: 0.0311842 | val_loss: 0.0311933 | Time: 1993.13 ms [2022-04-11 09:17:26 main:574] : INFO : Epoch 1556 | loss: 0.031186 | val_loss: 0.0311935 | Time: 1954.73 ms [2022-04-11 09:17:28 main:574] : INFO : Epoch 1557 | loss: 0.0311863 | val_loss: 0.0311934 | Time: 2041.99 ms [2022-04-11 09:17:30 main:574] : INFO : Epoch 1558 | loss: 0.0311848 | val_loss: 0.0311935 | Time: 2010.81 ms [2022-04-11 09:17:32 main:574] : INFO : Epoch 1559 | loss: 0.0311858 | val_loss: 0.0311932 | Time: 1980.44 ms [2022-04-11 09:17:34 main:574] : INFO : Epoch 1560 | loss: 0.0311893 | val_loss: 0.0311945 | Time: 1949.18 ms [2022-04-11 09:17:36 main:574] : INFO : Epoch 1561 | loss: 0.0311886 | val_loss: 0.0311921 | Time: 1993.37 ms [2022-04-11 09:17:38 main:574] : INFO : Epoch 1562 | loss: 0.0311872 | val_loss: 0.0311919 | Time: 1988.4 ms [2022-04-11 09:17:40 main:574] : INFO : Epoch 1563 | loss: 0.0311864 | val_loss: 0.031193 | Time: 1988.49 ms [2022-04-11 09:17:42 main:574] : INFO : Epoch 1564 | loss: 0.0311874 | val_loss: 0.0311934 | Time: 1971.43 ms [2022-04-11 09:17:44 main:574] : INFO : Epoch 1565 | loss: 0.0311872 | val_loss: 0.0311939 | Time: 1972.32 ms [2022-04-11 09:17:46 main:574] : INFO : Epoch 1566 | loss: 0.0311862 | val_loss: 0.0311899 | Time: 2002.77 ms [2022-04-11 09:17:48 main:574] : INFO : Epoch 1567 | loss: 0.0311861 | val_loss: 0.0311938 | Time: 1947.2 ms [2022-04-11 09:17:50 main:574] : INFO : Epoch 1568 | loss: 0.0311852 | val_loss: 0.0311941 | Time: 1942.78 ms [2022-04-11 09:17:52 main:574] : INFO : Epoch 1569 | loss: 0.0311849 | val_loss: 0.0311947 | Time: 1996.01 ms [2022-04-11 09:17:54 main:574] : INFO : Epoch 1570 | loss: 0.0311866 | val_loss: 0.0311945 | Time: 1958.93 ms [2022-04-11 09:17:56 main:574] : INFO : Epoch 1571 | loss: 0.031186 | val_loss: 0.031192 | Time: 1965.58 ms [2022-04-11 09:17:58 main:574] : INFO : Epoch 1572 | loss: 0.0311846 | val_loss: 0.0311914 | Time: 2006.93 ms [2022-04-11 09:18:00 main:574] : INFO : Epoch 1573 | loss: 0.0311848 | val_loss: 0.0311995 | Time: 1999.99 ms [2022-04-11 09:18:02 main:574] : INFO : Epoch 1574 | loss: 0.0311855 | val_loss: 0.0311915 | Time: 1983.78 ms [2022-04-11 09:18:03 main:574] : INFO : Epoch 1575 | loss: 0.0311847 | val_loss: 0.0311912 | Time: 1956.83 ms [2022-04-11 09:18:05 main:574] : INFO : Epoch 1576 | loss: 0.0311839 | val_loss: 0.0311913 | Time: 1978.4 ms [2022-04-11 09:18:07 main:574] : INFO : Epoch 1577 | loss: 0.031184 | val_loss: 0.0311941 | Time: 1959.37 ms [2022-04-11 09:18:09 main:574] : INFO : Epoch 1578 | loss: 0.0311847 | val_loss: 0.0311908 | Time: 2003.94 ms [2022-04-11 09:18:11 main:574] : INFO : Epoch 1579 | loss: 0.0311845 | val_loss: 0.0311928 | Time: 2030.32 ms [2022-04-11 09:18:13 main:574] : INFO : Epoch 1580 | loss: 0.0311841 | val_loss: 0.0311951 | Time: 1984.67 ms [2022-04-11 09:18:15 main:574] : INFO : Epoch 1581 | loss: 0.0311867 | val_loss: 0.0311936 | Time: 1984.49 ms [2022-04-11 09:18:17 main:574] : INFO : Epoch 1582 | loss: 0.0311856 | val_loss: 0.0311919 | Time: 2016.3 ms [2022-04-11 09:18:19 main:574] : INFO : Epoch 1583 | loss: 0.0311841 | val_loss: 0.0311925 | Time: 1996.38 ms [2022-04-11 09:18:21 main:574] : INFO : Epoch 1584 | loss: 0.0311828 | val_loss: 0.0311919 | Time: 1972.36 ms [2022-04-11 09:18:23 main:574] : INFO : Epoch 1585 | loss: 0.0311832 | val_loss: 0.0311913 | Time: 1986.65 ms [2022-04-11 09:18:25 main:574] : INFO : Epoch 1586 | loss: 0.0311837 | val_loss: 0.0311937 | Time: 1965.44 ms [2022-04-11 09:18:27 main:574] : INFO : Epoch 1587 | loss: 0.0311834 | val_loss: 0.0311913 | Time: 1996.82 ms [2022-04-11 09:18:29 main:574] : INFO : Epoch 1588 | loss: 0.0311826 | val_loss: 0.0311929 | Time: 1990.12 ms [2022-04-11 09:18:31 main:574] : INFO : Epoch 1589 | loss: 0.0311825 | val_loss: 0.0311915 | Time: 1947.25 ms [2022-04-11 09:18:33 main:574] : INFO : Epoch 1590 | loss: 0.0311849 | val_loss: 0.0311974 | Time: 1969.31 ms [2022-04-11 09:18:35 main:574] : INFO : Epoch 1591 | loss: 0.0311862 | val_loss: 0.0311912 | Time: 1991.61 ms [2022-04-11 09:18:37 main:574] : INFO : Epoch 1592 | loss: 0.0311828 | val_loss: 0.031192 | Time: 1966.01 ms [2022-04-11 09:18:39 main:574] : INFO : Epoch 1593 | loss: 0.0311824 | val_loss: 0.0311954 | Time: 1971.96 ms [2022-04-11 09:18:41 main:574] : INFO : Epoch 1594 | loss: 0.0311854 | val_loss: 0.0311967 | Time: 1951.41 ms [2022-04-11 09:18:43 main:574] : INFO : Epoch 1595 | loss: 0.0311857 | val_loss: 0.0311947 | Time: 1994.82 ms [2022-04-11 09:18:45 main:574] : INFO : Epoch 1596 | loss: 0.0311861 | val_loss: 0.0311934 | Time: 1938.37 ms [2022-04-11 09:18:47 main:574] : INFO : Epoch 1597 | loss: 0.0311839 | val_loss: 0.0311924 | Time: 1952.28 ms [2022-04-11 09:18:49 main:574] : INFO : Epoch 1598 | loss: 0.0311832 | val_loss: 0.0311954 | Time: 1953.9 ms [2022-04-11 09:18:51 main:574] : INFO : Epoch 1599 | loss: 0.0311827 | val_loss: 0.0311944 | Time: 1957.45 ms [2022-04-11 09:18:53 main:574] : INFO : Epoch 1600 | loss: 0.0311833 | val_loss: 0.0311965 | Time: 1960.11 ms [2022-04-11 09:18:55 main:574] : INFO : Epoch 1601 | loss: 0.0311832 | val_loss: 0.031192 | Time: 1968.91 ms [2022-04-11 09:18:57 main:574] : INFO : Epoch 1602 | loss: 0.0311838 | val_loss: 0.031193 | Time: 1927.58 ms [2022-04-11 09:18:59 main:574] : INFO : Epoch 1603 | loss: 0.0311825 | val_loss: 0.0311928 | Time: 1941.55 ms [2022-04-11 09:19:01 main:574] : INFO : Epoch 1604 | loss: 0.0311832 | val_loss: 0.031192 | Time: 1968.02 ms [2022-04-11 09:19:03 main:574] : INFO : Epoch 1605 | loss: 0.0311832 | val_loss: 0.0311985 | Time: 1941.61 ms [2022-04-11 09:19:05 main:574] : INFO : Epoch 1606 | loss: 0.0311854 | val_loss: 0.0311952 | Time: 1990.42 ms [2022-04-11 09:19:07 main:574] : INFO : Epoch 1607 | loss: 0.0311835 | val_loss: 0.0311924 | Time: 1948.64 ms [2022-04-11 09:19:09 main:574] : INFO : Epoch 1608 | loss: 0.0311824 | val_loss: 0.031193 | Time: 1976.15 ms [2022-04-11 09:19:11 main:574] : INFO : Epoch 1609 | loss: 0.0311825 | val_loss: 0.0311936 | Time: 1917 ms [2022-04-11 09:19:13 main:574] : INFO : Epoch 1610 | loss: 0.0311829 | val_loss: 0.0311954 | Time: 2018.97 ms [2022-04-11 09:19:15 main:574] : INFO : Epoch 1611 | loss: 0.0311832 | val_loss: 0.031195 | Time: 2030.84 ms [2022-04-11 09:19:17 main:574] : INFO : Epoch 1612 | loss: 0.0311856 | val_loss: 0.0311946 | Time: 1941.02 ms [2022-04-11 09:19:19 main:574] : INFO : Epoch 1613 | loss: 0.0311848 | val_loss: 0.0311982 | Time: 2005.28 ms [2022-04-11 09:19:21 main:574] : INFO : Epoch 1614 | loss: 0.0311842 | val_loss: 0.0311978 | Time: 2019.53 ms [2022-04-11 09:19:23 main:574] : INFO : Epoch 1615 | loss: 0.0311846 | val_loss: 0.0311927 | Time: 1969.55 ms [2022-04-11 09:19:25 main:574] : INFO : Epoch 1616 | loss: 0.0311841 | val_loss: 0.0311937 | Time: 2016.88 ms [2022-04-11 09:19:27 main:574] : INFO : Epoch 1617 | loss: 0.0311874 | val_loss: 0.0311959 | Time: 1945.47 ms [2022-04-11 09:19:29 main:574] : INFO : Epoch 1618 | loss: 0.0311843 | val_loss: 0.0311931 | Time: 1966.86 ms [2022-04-11 09:19:31 main:574] : INFO : Epoch 1619 | loss: 0.0311859 | val_loss: 0.0311923 | Time: 1965.76 ms [2022-04-11 09:19:33 main:574] : INFO : Epoch 1620 | loss: 0.0311828 | val_loss: 0.0311956 | Time: 1991.07 ms [2022-04-11 09:19:35 main:574] : INFO : Epoch 1621 | loss: 0.0311829 | val_loss: 0.0311925 | Time: 1968.43 ms [2022-04-11 09:19:36 main:574] : INFO : Epoch 1622 | loss: 0.0311828 | val_loss: 0.031192 | Time: 1945.79 ms [2022-04-11 09:19:38 main:574] : INFO : Epoch 1623 | loss: 0.0311835 | val_loss: 0.031192 | Time: 1945.18 ms [2022-04-11 09:19:40 main:574] : INFO : Epoch 1624 | loss: 0.031183 | val_loss: 0.0311926 | Time: 2009.88 ms [2022-04-11 09:19:42 main:574] : INFO : Epoch 1625 | loss: 0.0311863 | val_loss: 0.031195 | Time: 1936.71 ms [2022-04-11 09:19:44 main:574] : INFO : Epoch 1626 | loss: 0.0311849 | val_loss: 0.0311934 | Time: 2104.9 ms [2022-04-11 09:19:46 main:574] : INFO : Epoch 1627 | loss: 0.0311855 | val_loss: 0.0311977 | Time: 1947.96 ms [2022-04-11 09:19:48 main:574] : INFO : Epoch 1628 | loss: 0.0311834 | val_loss: 0.0311912 | Time: 1964.87 ms [2022-04-11 09:19:50 main:574] : INFO : Epoch 1629 | loss: 0.031183 | val_loss: 0.0311979 | Time: 1942.98 ms [2022-04-11 09:19:52 main:574] : INFO : Epoch 1630 | loss: 0.0311846 | val_loss: 0.0311926 | Time: 1958.28 ms [2022-04-11 09:19:54 main:574] : INFO : Epoch 1631 | loss: 0.0311846 | val_loss: 0.0311926 | Time: 1943.68 ms [2022-04-11 09:19:56 main:574] : INFO : Epoch 1632 | loss: 0.0311825 | val_loss: 0.0311944 | Time: 1991.73 ms [2022-04-11 09:19:58 main:574] : INFO : Epoch 1633 | loss: 0.0311829 | val_loss: 0.0311928 | Time: 1942.07 ms [2022-04-11 09:20:00 main:574] : INFO : Epoch 1634 | loss: 0.0311834 | val_loss: 0.0311923 | Time: 2029.31 ms [2022-04-11 09:20:02 main:574] : INFO : Epoch 1635 | loss: 0.0311831 | val_loss: 0.0311935 | Time: 1901.11 ms [2022-04-11 09:20:04 main:574] : INFO : Epoch 1636 | loss: 0.0311836 | val_loss: 0.0311931 | Time: 1986.55 ms [2022-04-11 09:20:06 main:574] : INFO : Epoch 1637 | loss: 0.0311847 | val_loss: 0.0311929 | Time: 1933.36 ms [2022-04-11 09:20:08 main:574] : INFO : Epoch 1638 | loss: 0.0311839 | val_loss: 0.0311909 | Time: 1995.42 ms [2022-04-11 09:20:10 main:574] : INFO : Epoch 1639 | loss: 0.0311834 | val_loss: 0.031193 | Time: 1951.64 ms [2022-04-11 09:20:12 main:574] : INFO : Epoch 1640 | loss: 0.031186 | val_loss: 0.0311958 | Time: 1973.11 ms [2022-04-11 09:20:14 main:574] : INFO : Epoch 1641 | loss: 0.0311846 | val_loss: 0.0311914 | Time: 2005.78 ms [2022-04-11 09:20:16 main:574] : INFO : Epoch 1642 | loss: 0.0311824 | val_loss: 0.0311917 | Time: 1935.76 ms [2022-04-11 09:20:18 main:574] : INFO : Epoch 1643 | loss: 0.0311835 | val_loss: 0.0311923 | Time: 2072.51 ms [2022-04-11 09:20:20 main:574] : INFO : Epoch 1644 | loss: 0.0311832 | val_loss: 0.031193 | Time: 1970.57 ms [2022-04-11 09:20:22 main:574] : INFO : Epoch 1645 | loss: 0.0311839 | val_loss: 0.0311907 | Time: 1970.94 ms [2022-04-11 09:20:24 main:574] : INFO : Epoch 1646 | loss: 0.031184 | val_loss: 0.0311944 | Time: 1976.14 ms [2022-04-11 09:20:26 main:574] : INFO : Epoch 1647 | loss: 0.0311833 | val_loss: 0.0311919 | Time: 1992.44 ms [2022-04-11 09:20:28 main:574] : INFO : Epoch 1648 | loss: 0.0311827 | val_loss: 0.0311937 | Time: 2036.8 ms [2022-04-11 09:20:30 main:574] : INFO : Epoch 1649 | loss: 0.0311822 | val_loss: 0.0311961 | Time: 1994.11 ms [2022-04-11 09:20:32 main:574] : INFO : Epoch 1650 | loss: 0.0311833 | val_loss: 0.0311931 | Time: 1997.84 ms [2022-04-11 09:20:34 main:574] : INFO : Epoch 1651 | loss: 0.0311821 | val_loss: 0.031191 | Time: 1978.27 ms [2022-04-11 09:20:36 main:574] : INFO : Epoch 1652 | loss: 0.0311843 | val_loss: 0.0311922 | Time: 1936.88 ms [2022-04-11 09:20:38 main:574] : INFO : Epoch 1653 | loss: 0.0311835 | val_loss: 0.0311925 | Time: 1954.57 ms [2022-04-11 09:20:40 main:574] : INFO : Epoch 1654 | loss: 0.0311855 | val_loss: 0.0311978 | Time: 1951.14 ms [2022-04-11 09:20:42 main:574] : INFO : Epoch 1655 | loss: 0.0311839 | val_loss: 0.031192 | Time: 1996.32 ms [2022-04-11 09:20:44 main:574] : INFO : Epoch 1656 | loss: 0.0311835 | val_loss: 0.0311954 | Time: 2014.23 ms [2022-04-11 09:20:46 main:574] : INFO : Epoch 1657 | loss: 0.031184 | val_loss: 0.0311932 | Time: 1970.88 ms [2022-04-11 09:20:48 main:574] : INFO : Epoch 1658 | loss: 0.0311837 | val_loss: 0.0311912 | Time: 1979.71 ms [2022-04-11 09:20:50 main:574] : INFO : Epoch 1659 | loss: 0.0311814 | val_loss: 0.0311931 | Time: 1964.61 ms [2022-04-11 09:20:52 main:574] : INFO : Epoch 1660 | loss: 0.031183 | val_loss: 0.0311951 | Time: 1967.5 ms [2022-04-11 09:20:54 main:574] : INFO : Epoch 1661 | loss: 0.0311815 | val_loss: 0.0311912 | Time: 1982.01 ms [2022-04-11 09:20:56 main:574] : INFO : Epoch 1662 | loss: 0.0311809 | val_loss: 0.0311924 | Time: 1980.87 ms [2022-04-11 09:20:58 main:574] : INFO : Epoch 1663 | loss: 0.0311825 | val_loss: 0.0311968 | Time: 1941.6 ms [2022-04-11 09:21:00 main:574] : INFO : Epoch 1664 | loss: 0.0311818 | val_loss: 0.0311915 | Time: 1980.19 ms [2022-04-11 09:21:02 main:574] : INFO : Epoch 1665 | loss: 0.0311811 | val_loss: 0.031191 | Time: 2069.04 ms [2022-04-11 09:21:04 main:574] : INFO : Epoch 1666 | loss: 0.0311814 | val_loss: 0.031192 | Time: 2009.27 ms [2022-04-11 09:21:06 main:574] : INFO : Epoch 1667 | loss: 0.031182 | val_loss: 0.0311914 | Time: 1964.37 ms [2022-04-11 09:21:08 main:574] : INFO : Epoch 1668 | loss: 0.0311804 | val_loss: 0.0311933 | Time: 2024.43 ms [2022-04-11 09:21:10 main:574] : INFO : Epoch 1669 | loss: 0.0311805 | val_loss: 0.0311903 | Time: 2005.06 ms [2022-04-11 09:21:12 main:574] : INFO : Epoch 1670 | loss: 0.0311805 | val_loss: 0.0311914 | Time: 1991.21 ms [2022-04-11 09:21:14 main:574] : INFO : Epoch 1671 | loss: 0.0311805 | val_loss: 0.0311909 | Time: 1972.84 ms [2022-04-11 09:21:16 main:574] : INFO : Epoch 1672 | loss: 0.0311822 | val_loss: 0.0311942 | Time: 1956.09 ms [2022-04-11 09:21:18 main:574] : INFO : Epoch 1673 | loss: 0.0311822 | val_loss: 0.0311907 | Time: 1989.07 ms [2022-04-11 09:21:20 main:574] : INFO : Epoch 1674 | loss: 0.0311826 | val_loss: 0.0311943 | Time: 1940.67 ms [2022-04-11 09:21:22 main:574] : INFO : Epoch 1675 | loss: 0.0311836 | val_loss: 0.0311935 | Time: 2090.64 ms [2022-04-11 09:21:24 main:574] : INFO : Epoch 1676 | loss: 0.0311818 | val_loss: 0.0311957 | Time: 1948.02 ms [2022-04-11 09:21:26 main:574] : INFO : Epoch 1677 | loss: 0.0311824 | val_loss: 0.0311966 | Time: 2007.47 ms [2022-04-11 09:21:28 main:574] : INFO : Epoch 1678 | loss: 0.0311826 | val_loss: 0.0311964 | Time: 1960.39 ms [2022-04-11 09:21:30 main:574] : INFO : Epoch 1679 | loss: 0.0311825 | val_loss: 0.0311926 | Time: 1992.02 ms [2022-04-11 09:21:32 main:574] : INFO : Epoch 1680 | loss: 0.0311814 | val_loss: 0.0311963 | Time: 1989.47 ms [2022-04-11 09:21:34 main:574] : INFO : Epoch 1681 | loss: 0.0311807 | val_loss: 0.0311921 | Time: 2016.49 ms [2022-04-11 09:21:36 main:574] : INFO : Epoch 1682 | loss: 0.0311828 | val_loss: 0.0311929 | Time: 1908.9 ms [2022-04-11 09:21:38 main:574] : INFO : Epoch 1683 | loss: 0.0311822 | val_loss: 0.0311917 | Time: 1956.57 ms [2022-04-11 09:21:40 main:574] : INFO : Epoch 1684 | loss: 0.0311796 | val_loss: 0.0311901 | Time: 1942.56 ms [2022-04-11 09:21:42 main:574] : INFO : Epoch 1685 | loss: 0.0311814 | val_loss: 0.0311943 | Time: 1984.97 ms [2022-04-11 09:21:43 main:574] : INFO : Epoch 1686 | loss: 0.0311849 | val_loss: 0.0311945 | Time: 1941.62 ms [2022-04-11 09:21:45 main:574] : INFO : Epoch 1687 | loss: 0.0311833 | val_loss: 0.0311933 | Time: 2006.22 ms [2022-04-11 09:21:47 main:574] : INFO : Epoch 1688 | loss: 0.0311816 | val_loss: 0.0311935 | Time: 1991.88 ms [2022-04-11 09:21:49 main:574] : INFO : Epoch 1689 | loss: 0.0311814 | val_loss: 0.0311939 | Time: 1979.77 ms [2022-04-11 09:21:51 main:574] : INFO : Epoch 1690 | loss: 0.0311808 | val_loss: 0.0311942 | Time: 1998.7 ms [2022-04-11 09:21:53 main:574] : INFO : Epoch 1691 | loss: 0.0311817 | val_loss: 0.0312009 | Time: 1967.35 ms [2022-04-11 09:21:56 main:574] : INFO : Epoch 1692 | loss: 0.0311815 | val_loss: 0.0311929 | Time: 2122.2 ms [2022-04-11 09:21:58 main:574] : INFO : Epoch 1693 | loss: 0.0311801 | val_loss: 0.0311924 | Time: 2015.75 ms [2022-04-11 09:22:00 main:574] : INFO : Epoch 1694 | loss: 0.0311802 | val_loss: 0.0311947 | Time: 1935.62 ms [2022-04-11 09:22:02 main:574] : INFO : Epoch 1695 | loss: 0.031181 | val_loss: 0.0311928 | Time: 2049.31 ms [2022-04-11 09:22:04 main:574] : INFO : Epoch 1696 | loss: 0.0311804 | val_loss: 0.0311925 | Time: 1986.38 ms [2022-04-11 09:22:06 main:574] : INFO : Epoch 1697 | loss: 0.03118 | val_loss: 0.0311947 | Time: 1973.72 ms [2022-04-11 09:22:07 main:574] : INFO : Epoch 1698 | loss: 0.031181 | val_loss: 0.0311938 | Time: 1921.85 ms [2022-04-11 09:22:09 main:574] : INFO : Epoch 1699 | loss: 0.0311803 | val_loss: 0.0311917 | Time: 1966.77 ms [2022-04-11 09:22:11 main:574] : INFO : Epoch 1700 | loss: 0.031181 | val_loss: 0.0311955 | Time: 1927.99 ms [2022-04-11 09:22:13 main:574] : INFO : Epoch 1701 | loss: 0.0311801 | val_loss: 0.0311934 | Time: 2009.74 ms [2022-04-11 09:22:15 main:574] : INFO : Epoch 1702 | loss: 0.0311798 | val_loss: 0.0311954 | Time: 2011.29 ms [2022-04-11 09:22:17 main:574] : INFO : Epoch 1703 | loss: 0.0311817 | val_loss: 0.0311928 | Time: 1987.59 ms [2022-04-11 09:22:19 main:574] : INFO : Epoch 1704 | loss: 0.0311838 | val_loss: 0.031193 | Time: 1969.45 ms [2022-04-11 09:22:21 main:574] : INFO : Epoch 1705 | loss: 0.031184 | val_loss: 0.031192 | Time: 2009.78 ms [2022-04-11 09:22:23 main:574] : INFO : Epoch 1706 | loss: 0.0311836 | val_loss: 0.0311938 | Time: 1962.22 ms [2022-04-11 09:22:25 main:574] : INFO : Epoch 1707 | loss: 0.0311861 | val_loss: 0.0312063 | Time: 2001.93 ms [2022-04-11 09:22:27 main:574] : INFO : Epoch 1708 | loss: 0.0311875 | val_loss: 0.0311931 | Time: 2015.9 ms [2022-04-11 09:22:29 main:574] : INFO : Epoch 1709 | loss: 0.0311859 | val_loss: 0.0311949 | Time: 1960.25 ms [2022-04-11 09:22:31 main:574] : INFO : Epoch 1710 | loss: 0.0311818 | val_loss: 0.0311955 | Time: 1928.07 ms [2022-04-11 09:22:33 main:574] : INFO : Epoch 1711 | loss: 0.0311819 | val_loss: 0.0311931 | Time: 1982.65 ms [2022-04-11 09:22:35 main:574] : INFO : Epoch 1712 | loss: 0.0311833 | val_loss: 0.0311999 | Time: 1954.32 ms [2022-04-11 09:22:37 main:574] : INFO : Epoch 1713 | loss: 0.0311847 | val_loss: 0.0311919 | Time: 1963.35 ms [2022-04-11 09:22:39 main:574] : INFO : Epoch 1714 | loss: 0.0311832 | val_loss: 0.0311974 | Time: 1996.43 ms [2022-04-11 09:22:41 main:574] : INFO : Epoch 1715 | loss: 0.0311842 | val_loss: 0.0311908 | Time: 2012.15 ms [2022-04-11 09:22:43 main:574] : INFO : Epoch 1716 | loss: 0.0311835 | val_loss: 0.0311938 | Time: 1960.58 ms [2022-04-11 09:22:45 main:574] : INFO : Epoch 1717 | loss: 0.0311815 | val_loss: 0.0311934 | Time: 1978.34 ms [2022-04-11 09:22:47 main:574] : INFO : Epoch 1718 | loss: 0.0311827 | val_loss: 0.031195 | Time: 1974.99 ms [2022-04-11 09:22:49 main:574] : INFO : Epoch 1719 | loss: 0.0311847 | val_loss: 0.0311928 | Time: 2004.01 ms [2022-04-11 09:22:51 main:574] : INFO : Epoch 1720 | loss: 0.0311835 | val_loss: 0.0311924 | Time: 1930.47 ms [2022-04-11 09:22:53 main:574] : INFO : Epoch 1721 | loss: 0.0311812 | val_loss: 0.0311921 | Time: 1974.85 ms [2022-04-11 09:22:55 main:574] : INFO : Epoch 1722 | loss: 0.0311819 | val_loss: 0.0311919 | Time: 1964.62 ms [2022-04-11 09:22:57 main:574] : INFO : Epoch 1723 | loss: 0.0311832 | val_loss: 0.0311939 | Time: 1977.68 ms [2022-04-11 09:22:59 main:574] : INFO : Epoch 1724 | loss: 0.0311834 | val_loss: 0.0311914 | Time: 2003.23 ms [2022-04-11 09:23:01 main:574] : INFO : Epoch 1725 | loss: 0.0311817 | val_loss: 0.0311939 | Time: 2037.34 ms [2022-04-11 09:23:03 main:574] : INFO : Epoch 1726 | loss: 0.0311818 | val_loss: 0.0311939 | Time: 2055.7 ms [2022-04-11 09:23:05 main:574] : INFO : Epoch 1727 | loss: 0.0311818 | val_loss: 0.0311937 | Time: 1997.29 ms [2022-04-11 09:23:07 main:574] : INFO : Epoch 1728 | loss: 0.0311809 | val_loss: 0.0311907 | Time: 1915.28 ms [2022-04-11 09:23:09 main:574] : INFO : Epoch 1729 | loss: 0.0311811 | val_loss: 0.0311932 | Time: 2030.07 ms [2022-04-11 09:23:11 main:574] : INFO : Epoch 1730 | loss: 0.0311811 | val_loss: 0.0311953 | Time: 2050.33 ms [2022-04-11 09:23:13 main:574] : INFO : Epoch 1731 | loss: 0.0311826 | val_loss: 0.0311948 | Time: 2046.23 ms [2022-04-11 09:23:15 main:574] : INFO : Epoch 1732 | loss: 0.0311819 | val_loss: 0.0312 | Time: 1947.64 ms [2022-04-11 09:23:17 main:574] : INFO : Epoch 1733 | loss: 0.0311831 | val_loss: 0.0311929 | Time: 2027.82 ms [2022-04-11 09:23:19 main:574] : INFO : Epoch 1734 | loss: 0.0311817 | val_loss: 0.0311982 | Time: 1986.55 ms [2022-04-11 09:23:21 main:574] : INFO : Epoch 1735 | loss: 0.0311829 | val_loss: 0.0311948 | Time: 1929.11 ms [2022-04-11 09:23:23 main:574] : INFO : Epoch 1736 | loss: 0.0311826 | val_loss: 0.0311928 | Time: 1959.5 ms [2022-04-11 09:23:25 main:574] : INFO : Epoch 1737 | loss: 0.0311841 | val_loss: 0.0311942 | Time: 1941.67 ms [2022-04-11 09:23:27 main:574] : INFO : Epoch 1738 | loss: 0.0311812 | val_loss: 0.0311923 | Time: 1962.69 ms [2022-04-11 09:23:29 main:574] : INFO : Epoch 1739 | loss: 0.0311808 | val_loss: 0.0311928 | Time: 2006.84 ms [2022-04-11 09:23:31 main:574] : INFO : Epoch 1740 | loss: 0.0311824 | val_loss: 0.031193 | Time: 1991.61 ms [2022-04-11 09:23:33 main:574] : INFO : Epoch 1741 | loss: 0.0311802 | val_loss: 0.031193 | Time: 2010.91 ms [2022-04-11 09:23:35 main:574] : INFO : Epoch 1742 | loss: 0.0311805 | val_loss: 0.0311916 | Time: 1981.67 ms [2022-04-11 09:23:37 main:574] : INFO : Epoch 1743 | loss: 0.0311798 | val_loss: 0.0311919 | Time: 1939.69 ms [2022-04-11 09:23:39 main:574] : INFO : Epoch 1744 | loss: 0.03118 | val_loss: 0.0311943 | Time: 1987.41 ms [2022-04-11 09:23:41 main:574] : INFO : Epoch 1745 | loss: 0.0311803 | val_loss: 0.0311936 | Time: 1973.46 ms [2022-04-11 09:23:43 main:574] : INFO : Epoch 1746 | loss: 0.0311816 | val_loss: 0.0312005 | Time: 1939.35 ms [2022-04-11 09:23:45 main:574] : INFO : Epoch 1747 | loss: 0.0311855 | val_loss: 0.0311968 | Time: 2053.25 ms [2022-04-11 09:23:47 main:574] : INFO : Epoch 1748 | loss: 0.0311827 | val_loss: 0.0311931 | Time: 1952.53 ms [2022-04-11 09:23:49 main:574] : INFO : Epoch 1749 | loss: 0.0311811 | val_loss: 0.0311945 | Time: 1965.99 ms [2022-04-11 09:23:51 main:574] : INFO : Epoch 1750 | loss: 0.0311831 | val_loss: 0.0311936 | Time: 1969.66 ms [2022-04-11 09:23:53 main:574] : INFO : Epoch 1751 | loss: 0.0311822 | val_loss: 0.0311947 | Time: 2010.05 ms [2022-04-11 09:23:55 main:574] : INFO : Epoch 1752 | loss: 0.0311806 | val_loss: 0.0311923 | Time: 1962.3 ms [2022-04-11 09:23:57 main:574] : INFO : Epoch 1753 | loss: 0.0311802 | val_loss: 0.0312043 | Time: 1976.26 ms [2022-04-11 09:23:59 main:574] : INFO : Epoch 1754 | loss: 0.0311864 | val_loss: 0.0311927 | Time: 1979.22 ms [2022-04-11 09:24:01 main:574] : INFO : Epoch 1755 | loss: 0.0311815 | val_loss: 0.0311943 | Time: 2045.19 ms [2022-04-11 09:24:03 main:574] : INFO : Epoch 1756 | loss: 0.0311816 | val_loss: 0.031192 | Time: 1953.63 ms [2022-04-11 09:24:05 main:574] : INFO : Epoch 1757 | loss: 0.0311832 | val_loss: 0.0311934 | Time: 1959.86 ms [2022-04-11 09:24:07 main:574] : INFO : Epoch 1758 | loss: 0.0311805 | val_loss: 0.0311924 | Time: 1987.24 ms [2022-04-11 09:24:09 main:574] : INFO : Epoch 1759 | loss: 0.0311841 | val_loss: 0.0311925 | Time: 2005.51 ms [2022-04-11 09:24:11 main:574] : INFO : Epoch 1760 | loss: 0.0311824 | val_loss: 0.0311941 | Time: 1980.14 ms [2022-04-11 09:24:13 main:574] : INFO : Epoch 1761 | loss: 0.0311798 | val_loss: 0.0311913 | Time: 1957.7 ms [2022-04-11 09:24:15 main:574] : INFO : Epoch 1762 | loss: 0.0311804 | val_loss: 0.0311941 | Time: 1960.95 ms [2022-04-11 09:24:17 main:574] : INFO : Epoch 1763 | loss: 0.0311818 | val_loss: 0.0311948 | Time: 1949.56 ms [2022-04-11 09:24:19 main:574] : INFO : Epoch 1764 | loss: 0.0311818 | val_loss: 0.0311941 | Time: 1950.6 ms [2022-04-11 09:24:21 main:574] : INFO : Epoch 1765 | loss: 0.0311803 | val_loss: 0.0311945 | Time: 2027.69 ms [2022-04-11 09:24:23 main:574] : INFO : Epoch 1766 | loss: 0.0311813 | val_loss: 0.0311956 | Time: 1950.54 ms [2022-04-11 09:24:25 main:574] : INFO : Epoch 1767 | loss: 0.0311807 | val_loss: 0.0311937 | Time: 1964.43 ms [2022-04-11 09:24:27 main:574] : INFO : Epoch 1768 | loss: 0.0311799 | val_loss: 0.0311934 | Time: 2022.82 ms [2022-04-11 09:24:29 main:574] : INFO : Epoch 1769 | loss: 0.031182 | val_loss: 0.0311925 | Time: 1948.17 ms [2022-04-11 09:24:31 main:574] : INFO : Epoch 1770 | loss: 0.0311802 | val_loss: 0.0311918 | Time: 1977.72 ms [2022-04-11 09:24:33 main:574] : INFO : Epoch 1771 | loss: 0.0311809 | val_loss: 0.0311925 | Time: 1970.51 ms [2022-04-11 09:24:35 main:574] : INFO : Epoch 1772 | loss: 0.0311843 | val_loss: 0.0311975 | Time: 1981.06 ms [2022-04-11 09:24:37 main:574] : INFO : Epoch 1773 | loss: 0.0311826 | val_loss: 0.0311941 | Time: 1987.06 ms [2022-04-11 09:24:39 main:574] : INFO : Epoch 1774 | loss: 0.0311807 | val_loss: 0.0311939 | Time: 1973.56 ms [2022-04-11 09:24:41 main:574] : INFO : Epoch 1775 | loss: 0.0311808 | val_loss: 0.0311926 | Time: 1973.76 ms [2022-04-11 09:24:43 main:574] : INFO : Epoch 1776 | loss: 0.0311808 | val_loss: 0.031192 | Time: 2001.71 ms [2022-04-11 09:24:45 main:574] : INFO : Epoch 1777 | loss: 0.031182 | val_loss: 0.0311962 | Time: 1946.23 ms [2022-04-11 09:24:47 main:574] : INFO : Epoch 1778 | loss: 0.0311827 | val_loss: 0.0311975 | Time: 1987.39 ms [2022-04-11 09:24:49 main:574] : INFO : Epoch 1779 | loss: 0.0311814 | val_loss: 0.0311969 | Time: 1985.32 ms [2022-04-11 09:24:51 main:574] : INFO : Epoch 1780 | loss: 0.03118 | val_loss: 0.0311984 | Time: 1964.71 ms [2022-04-11 09:24:53 main:574] : INFO : Epoch 1781 | loss: 0.0311817 | val_loss: 0.0311918 | Time: 2007.46 ms [2022-04-11 09:24:55 main:574] : INFO : Epoch 1782 | loss: 0.0311803 | val_loss: 0.0311966 | Time: 1959.41 ms [2022-04-11 09:24:57 main:574] : INFO : Epoch 1783 | loss: 0.0311803 | val_loss: 0.0311922 | Time: 1965.19 ms [2022-04-11 09:24:59 main:574] : INFO : Epoch 1784 | loss: 0.0311792 | val_loss: 0.0311917 | Time: 1967.87 ms [2022-04-11 09:25:00 main:574] : INFO : Epoch 1785 | loss: 0.0311791 | val_loss: 0.0311953 | Time: 1952.52 ms [2022-04-11 09:25:02 main:574] : INFO : Epoch 1786 | loss: 0.0311793 | val_loss: 0.0311912 | Time: 2009.68 ms [2022-04-11 09:25:04 main:574] : INFO : Epoch 1787 | loss: 0.0311801 | val_loss: 0.0311915 | Time: 1945.12 ms [2022-04-11 09:25:06 main:574] : INFO : Epoch 1788 | loss: 0.0311789 | val_loss: 0.031192 | Time: 1981.61 ms [2022-04-11 09:25:08 main:574] : INFO : Epoch 1789 | loss: 0.0311781 | val_loss: 0.031192 | Time: 1959.01 ms [2022-04-11 09:25:10 main:574] : INFO : Epoch 1790 | loss: 0.0311788 | val_loss: 0.0311911 | Time: 2002.17 ms [2022-04-11 09:25:12 main:574] : INFO : Epoch 1791 | loss: 0.0311789 | val_loss: 0.0311909 | Time: 1985.85 ms [2022-04-11 09:25:14 main:574] : INFO : Epoch 1792 | loss: 0.0311784 | val_loss: 0.0311925 | Time: 1969.74 ms [2022-04-11 09:25:16 main:574] : INFO : Epoch 1793 | loss: 0.0311788 | val_loss: 0.0311967 | Time: 1958.62 ms [2022-04-11 09:25:18 main:574] : INFO : Epoch 1794 | loss: 0.0311817 | val_loss: 0.0311932 | Time: 2003.41 ms [2022-04-11 09:25:20 main:574] : INFO : Epoch 1795 | loss: 0.031182 | val_loss: 0.0311931 | Time: 1907.84 ms [2022-04-11 09:25:22 main:574] : INFO : Epoch 1796 | loss: 0.0311802 | val_loss: 0.0311916 | Time: 2021.84 ms [2022-04-11 09:25:24 main:574] : INFO : Epoch 1797 | loss: 0.0311803 | val_loss: 0.0311962 | Time: 1925.84 ms [2022-04-11 09:25:26 main:574] : INFO : Epoch 1798 | loss: 0.0311799 | val_loss: 0.0311958 | Time: 2012.92 ms [2022-04-11 09:25:28 main:574] : INFO : Epoch 1799 | loss: 0.0311784 | val_loss: 0.0311945 | Time: 1959.17 ms [2022-04-11 09:25:30 main:574] : INFO : Epoch 1800 | loss: 0.0311785 | val_loss: 0.0311928 | Time: 1996.42 ms [2022-04-11 09:25:32 main:574] : INFO : Epoch 1801 | loss: 0.0311783 | val_loss: 0.0311922 | Time: 1981.02 ms [2022-04-11 09:25:34 main:574] : INFO : Epoch 1802 | loss: 0.031178 | val_loss: 0.031198 | Time: 2055.56 ms [2022-04-11 09:25:36 main:574] : INFO : Epoch 1803 | loss: 0.031181 | val_loss: 0.0311988 | Time: 1983.05 ms [2022-04-11 09:25:38 main:574] : INFO : Epoch 1804 | loss: 0.0311806 | val_loss: 0.0311975 | Time: 1987.71 ms [2022-04-11 09:25:40 main:574] : INFO : Epoch 1805 | loss: 0.0311803 | val_loss: 0.0311942 | Time: 2033.89 ms [2022-04-11 09:25:42 main:574] : INFO : Epoch 1806 | loss: 0.0311804 | val_loss: 0.0311972 | Time: 2042.3 ms [2022-04-11 09:25:44 main:574] : INFO : Epoch 1807 | loss: 0.0311779 | val_loss: 0.0311935 | Time: 1929.72 ms [2022-04-11 09:25:46 main:574] : INFO : Epoch 1808 | loss: 0.0311785 | val_loss: 0.0311968 | Time: 1939.88 ms [2022-04-11 09:25:48 main:574] : INFO : Epoch 1809 | loss: 0.031183 | val_loss: 0.0311986 | Time: 1974.42 ms [2022-04-11 09:25:50 main:574] : INFO : Epoch 1810 | loss: 0.0311863 | val_loss: 0.031193 | Time: 2018.03 ms [2022-04-11 09:25:52 main:574] : INFO : Epoch 1811 | loss: 0.0311847 | val_loss: 0.0311981 | Time: 1917.39 ms [2022-04-11 09:25:54 main:574] : INFO : Epoch 1812 | loss: 0.0311883 | val_loss: 0.0311934 | Time: 2028.71 ms [2022-04-11 09:25:56 main:574] : INFO : Epoch 1813 | loss: 0.0311889 | val_loss: 0.0311955 | Time: 1939.59 ms [2022-04-11 09:25:58 main:574] : INFO : Epoch 1814 | loss: 0.0311899 | val_loss: 0.0311971 | Time: 1994.39 ms [2022-04-11 09:26:00 main:574] : INFO : Epoch 1815 | loss: 0.0311877 | val_loss: 0.0311946 | Time: 1920.36 ms [2022-04-11 09:26:02 main:574] : INFO : Epoch 1816 | loss: 0.0311912 | val_loss: 0.0311973 | Time: 2016.73 ms [2022-04-11 09:26:04 main:574] : INFO : Epoch 1817 | loss: 0.0311938 | val_loss: 0.0312061 | Time: 1939.09 ms [2022-04-11 09:26:06 main:574] : INFO : Epoch 1818 | loss: 0.0311958 | val_loss: 0.0311966 | Time: 1976.59 ms [2022-04-11 09:26:08 main:574] : INFO : Epoch 1819 | loss: 0.031189 | val_loss: 0.0311975 | Time: 1948.85 ms [2022-04-11 09:26:10 main:574] : INFO : Epoch 1820 | loss: 0.0311877 | val_loss: 0.0311961 | Time: 1968.69 ms [2022-04-11 09:26:12 main:574] : INFO : Epoch 1821 | loss: 0.031188 | val_loss: 0.0311943 | Time: 1921.95 ms [2022-04-11 09:26:14 main:574] : INFO : Epoch 1822 | loss: 0.0311862 | val_loss: 0.0311917 | Time: 2015.53 ms [2022-04-11 09:26:16 main:574] : INFO : Epoch 1823 | loss: 0.0311879 | val_loss: 0.0311962 | Time: 1947.54 ms [2022-04-11 09:26:18 main:574] : INFO : Epoch 1824 | loss: 0.0311874 | val_loss: 0.0311922 | Time: 1996.91 ms [2022-04-11 09:26:20 main:574] : INFO : Epoch 1825 | loss: 0.0311908 | val_loss: 0.0312022 | Time: 1943.09 ms [2022-04-11 09:26:22 main:574] : INFO : Epoch 1826 | loss: 0.0311863 | val_loss: 0.0311968 | Time: 1953.65 ms [2022-04-11 09:26:24 main:574] : INFO : Epoch 1827 | loss: 0.031185 | val_loss: 0.0311922 | Time: 1952.62 ms [2022-04-11 09:26:26 main:574] : INFO : Epoch 1828 | loss: 0.0311842 | val_loss: 0.0311948 | Time: 1980.09 ms [2022-04-11 09:26:28 main:574] : INFO : Epoch 1829 | loss: 0.031185 | val_loss: 0.0311924 | Time: 1945.15 ms [2022-04-11 09:26:30 main:574] : INFO : Epoch 1830 | loss: 0.031185 | val_loss: 0.0311976 | Time: 1985.23 ms [2022-04-11 09:26:31 main:574] : INFO : Epoch 1831 | loss: 0.0311873 | val_loss: 0.0311979 | Time: 1915.22 ms [2022-04-11 09:26:33 main:574] : INFO : Epoch 1832 | loss: 0.0311888 | val_loss: 0.0311927 | Time: 1964.91 ms [2022-04-11 09:26:35 main:574] : INFO : Epoch 1833 | loss: 0.0311853 | val_loss: 0.0311925 | Time: 1968.62 ms [2022-04-11 09:26:37 main:574] : INFO : Epoch 1834 | loss: 0.0311855 | val_loss: 0.0311915 | Time: 1994.79 ms [2022-04-11 09:26:39 main:574] : INFO : Epoch 1835 | loss: 0.0311861 | val_loss: 0.0311914 | Time: 1967.72 ms [2022-04-11 09:26:41 main:574] : INFO : Epoch 1836 | loss: 0.0311838 | val_loss: 0.0311946 | Time: 2003.67 ms [2022-04-11 09:26:43 main:574] : INFO : Epoch 1837 | loss: 0.0311855 | val_loss: 0.0311938 | Time: 1977.43 ms [2022-04-11 09:26:45 main:574] : INFO : Epoch 1838 | loss: 0.0311861 | val_loss: 0.031199 | Time: 1964.58 ms [2022-04-11 09:26:47 main:574] : INFO : Epoch 1839 | loss: 0.0311873 | val_loss: 0.0311943 | Time: 1941.44 ms [2022-04-11 09:26:49 main:574] : INFO : Epoch 1840 | loss: 0.031185 | val_loss: 0.031192 | Time: 1966.82 ms [2022-04-11 09:26:51 main:574] : INFO : Epoch 1841 | loss: 0.0311888 | val_loss: 0.0311958 | Time: 1980.32 ms [2022-04-11 09:26:53 main:574] : INFO : Epoch 1842 | loss: 0.0311846 | val_loss: 0.0311921 | Time: 1966.97 ms [2022-04-11 09:26:55 main:574] : INFO : Epoch 1843 | loss: 0.031187 | val_loss: 0.0311929 | Time: 2023.79 ms [2022-04-11 09:26:57 main:574] : INFO : Epoch 1844 | loss: 0.0311858 | val_loss: 0.0311919 | Time: 2058.49 ms [2022-04-11 09:26:59 main:574] : INFO : Epoch 1845 | loss: 0.0311846 | val_loss: 0.0311968 | Time: 1995.91 ms [2022-04-11 09:27:01 main:574] : INFO : Epoch 1846 | loss: 0.0311843 | val_loss: 0.031193 | Time: 2070.19 ms [2022-04-11 09:27:03 main:574] : INFO : Epoch 1847 | loss: 0.0311831 | val_loss: 0.0311931 | Time: 1994.65 ms [2022-04-11 09:27:05 main:574] : INFO : Epoch 1848 | loss: 0.031184 | val_loss: 0.0311921 | Time: 1963.67 ms [2022-04-11 09:27:07 main:574] : INFO : Epoch 1849 | loss: 0.0311857 | val_loss: 0.0311956 | Time: 1973.1 ms [2022-04-11 09:27:09 main:574] : INFO : Epoch 1850 | loss: 0.0311854 | val_loss: 0.031193 | Time: 1971.63 ms [2022-04-11 09:27:11 main:574] : INFO : Epoch 1851 | loss: 0.0311886 | val_loss: 0.0311959 | Time: 1949.98 ms [2022-04-11 09:27:13 main:574] : INFO : Epoch 1852 | loss: 0.0311924 | val_loss: 0.0311974 | Time: 2013.07 ms [2022-04-11 09:27:15 main:574] : INFO : Epoch 1853 | loss: 0.0311914 | val_loss: 0.0311946 | Time: 1986.11 ms [2022-04-11 09:27:17 main:574] : INFO : Epoch 1854 | loss: 0.0311896 | val_loss: 0.0311945 | Time: 2044.17 ms [2022-04-11 09:27:19 main:574] : INFO : Epoch 1855 | loss: 0.0311881 | val_loss: 0.0311941 | Time: 1958.31 ms [2022-04-11 09:27:21 main:574] : INFO : Epoch 1856 | loss: 0.0311876 | val_loss: 0.0311935 | Time: 2020.9 ms [2022-04-11 09:27:23 main:574] : INFO : Epoch 1857 | loss: 0.0311865 | val_loss: 0.031193 | Time: 1960.21 ms [2022-04-11 09:27:25 main:574] : INFO : Epoch 1858 | loss: 0.0311854 | val_loss: 0.0311946 | Time: 1945.64 ms [2022-04-11 09:27:27 main:574] : INFO : Epoch 1859 | loss: 0.0311855 | val_loss: 0.0312002 | Time: 1949.27 ms [2022-04-11 09:27:29 main:574] : INFO : Epoch 1860 | loss: 0.0311885 | val_loss: 0.0311957 | Time: 1992.46 ms [2022-04-11 09:27:31 main:574] : INFO : Epoch 1861 | loss: 0.0311936 | val_loss: 0.0311988 | Time: 1912.13 ms [2022-04-11 09:27:33 main:574] : INFO : Epoch 1862 | loss: 0.0311935 | val_loss: 0.0311954 | Time: 1939.07 ms [2022-04-11 09:27:35 main:574] : INFO : Epoch 1863 | loss: 0.0311957 | val_loss: 0.0311977 | Time: 1956.95 ms [2022-04-11 09:27:37 main:574] : INFO : Epoch 1864 | loss: 0.0311952 | val_loss: 0.0312004 | Time: 1958.9 ms [2022-04-11 09:27:39 main:574] : INFO : Epoch 1865 | loss: 0.0311969 | val_loss: 0.0311988 | Time: 1963.87 ms [2022-04-11 09:27:41 main:574] : INFO : Epoch 1866 | loss: 0.0311968 | val_loss: 0.031197 | Time: 1997.64 ms [2022-04-11 09:27:43 main:574] : INFO : Epoch 1867 | loss: 0.0311967 | val_loss: 0.0311982 | Time: 1957.56 ms [2022-04-11 09:27:45 main:574] : INFO : Epoch 1868 | loss: 0.0311969 | val_loss: 0.0311958 | Time: 1955.24 ms [2022-04-11 09:27:47 main:574] : INFO : Epoch 1869 | loss: 0.0311951 | val_loss: 0.0311963 | Time: 1932.3 ms [2022-04-11 09:27:49 main:574] : INFO : Epoch 1870 | loss: 0.0311963 | val_loss: 0.0311946 | Time: 2004.49 ms [2022-04-11 09:27:51 main:574] : INFO : Epoch 1871 | loss: 0.0311961 | val_loss: 0.0311939 | Time: 1906.75 ms [2022-04-11 09:27:53 main:574] : INFO : Epoch 1872 | loss: 0.0311955 | val_loss: 0.0311937 | Time: 1983.42 ms [2022-04-11 09:27:55 main:574] : INFO : Epoch 1873 | loss: 0.0311931 | val_loss: 0.0311933 | Time: 1995.87 ms [2022-04-11 09:27:57 main:574] : INFO : Epoch 1874 | loss: 0.0311937 | val_loss: 0.0312027 | Time: 1990.34 ms [2022-04-11 09:27:59 main:574] : INFO : Epoch 1875 | loss: 0.0311946 | val_loss: 0.0311928 | Time: 1974.57 ms [2022-04-11 09:28:01 main:574] : INFO : Epoch 1876 | loss: 0.0311923 | val_loss: 0.0311995 | Time: 1990.58 ms [2022-04-11 09:28:03 main:574] : INFO : Epoch 1877 | loss: 0.0311943 | val_loss: 0.0311933 | Time: 1975.36 ms [2022-04-11 09:28:05 main:574] : INFO : Epoch 1878 | loss: 0.0311915 | val_loss: 0.0311925 | Time: 1956.88 ms [2022-04-11 09:28:07 main:574] : INFO : Epoch 1879 | loss: 0.0311919 | val_loss: 0.0311945 | Time: 1963.02 ms [2022-04-11 09:28:09 main:574] : INFO : Epoch 1880 | loss: 0.0311908 | val_loss: 0.0311949 | Time: 1993.27 ms [2022-04-11 09:28:11 main:574] : INFO : Epoch 1881 | loss: 0.031192 | val_loss: 0.0311988 | Time: 1946.7 ms [2022-04-11 09:28:13 main:574] : INFO : Epoch 1882 | loss: 0.0311911 | val_loss: 0.0311936 | Time: 1955.81 ms [2022-04-11 09:28:15 main:574] : INFO : Epoch 1883 | loss: 0.0311951 | val_loss: 0.0311978 | Time: 2002.57 ms [2022-04-11 09:28:16 main:574] : INFO : Epoch 1884 | loss: 0.0311929 | val_loss: 0.0311973 | Time: 1955.65 ms [2022-04-11 09:28:18 main:574] : INFO : Epoch 1885 | loss: 0.031192 | val_loss: 0.0311954 | Time: 1998.88 ms [2022-04-11 09:28:20 main:574] : INFO : Epoch 1886 | loss: 0.0311927 | val_loss: 0.0311959 | Time: 1986.75 ms [2022-04-11 09:28:22 main:574] : INFO : Epoch 1887 | loss: 0.0311932 | val_loss: 0.0311946 | Time: 1956.58 ms [2022-04-11 09:28:24 main:574] : INFO : Epoch 1888 | loss: 0.0311913 | val_loss: 0.0311945 | Time: 1990.85 ms [2022-04-11 09:28:26 main:574] : INFO : Epoch 1889 | loss: 0.0311914 | val_loss: 0.0311981 | Time: 1961.35 ms [2022-04-11 09:28:28 main:574] : INFO : Epoch 1890 | loss: 0.0311921 | val_loss: 0.0311984 | Time: 1949.44 ms [2022-04-11 09:28:30 main:574] : INFO : Epoch 1891 | loss: 0.031193 | val_loss: 0.0311973 | Time: 1971.17 ms [2022-04-11 09:28:32 main:574] : INFO : Epoch 1892 | loss: 0.0311922 | val_loss: 0.0311956 | Time: 1968.75 ms [2022-04-11 09:28:34 main:574] : INFO : Epoch 1893 | loss: 0.0311937 | val_loss: 0.0312061 | Time: 1970.28 ms [2022-04-11 09:28:36 main:574] : INFO : Epoch 1894 | loss: 0.031198 | val_loss: 0.0311994 | Time: 1983.53 ms [2022-04-11 09:28:38 main:574] : INFO : Epoch 1895 | loss: 0.0311919 | val_loss: 0.0311964 | Time: 1928.36 ms [2022-04-11 09:28:40 main:574] : INFO : Epoch 1896 | loss: 0.0311908 | val_loss: 0.0311997 | Time: 1930.74 ms [2022-04-11 09:28:42 main:574] : INFO : Epoch 1897 | loss: 0.0311904 | val_loss: 0.0311946 | Time: 1954.13 ms [2022-04-11 09:28:44 main:574] : INFO : Epoch 1898 | loss: 0.0311902 | val_loss: 0.0311941 | Time: 1946.35 ms [2022-04-11 09:28:46 main:574] : INFO : Epoch 1899 | loss: 0.0311901 | val_loss: 0.0311921 | Time: 1931.71 ms [2022-04-11 09:28:48 main:574] : INFO : Epoch 1900 | loss: 0.0311887 | val_loss: 0.031198 | Time: 1968.69 ms [2022-04-11 09:28:50 main:574] : INFO : Epoch 1901 | loss: 0.0311887 | val_loss: 0.0311929 | Time: 2014.95 ms [2022-04-11 09:28:52 main:574] : INFO : Epoch 1902 | loss: 0.0311876 | val_loss: 0.0311929 | Time: 1937.39 ms [2022-04-11 09:28:54 main:574] : INFO : Epoch 1903 | loss: 0.0311873 | val_loss: 0.0311941 | Time: 1971.88 ms [2022-04-11 09:28:56 main:574] : INFO : Epoch 1904 | loss: 0.0311879 | val_loss: 0.0311917 | Time: 1960.93 ms [2022-04-11 09:28:58 main:574] : INFO : Epoch 1905 | loss: 0.0311866 | val_loss: 0.0311914 | Time: 1931.58 ms [2022-04-11 09:29:00 main:574] : INFO : Epoch 1906 | loss: 0.0311875 | val_loss: 0.0311922 | Time: 2001.23 ms [2022-04-11 09:29:02 main:574] : INFO : Epoch 1907 | loss: 0.0311877 | val_loss: 0.0311905 | Time: 1918.53 ms [2022-04-11 09:29:04 main:574] : INFO : Epoch 1908 | loss: 0.0311888 | val_loss: 0.0311936 | Time: 2019.13 ms [2022-04-11 09:29:06 main:574] : INFO : Epoch 1909 | loss: 0.0311913 | val_loss: 0.0311934 | Time: 1989.87 ms [2022-04-11 09:29:08 main:574] : INFO : Epoch 1910 | loss: 0.0311911 | val_loss: 0.0311941 | Time: 1939.54 ms [2022-04-11 09:29:10 main:574] : INFO : Epoch 1911 | loss: 0.0311886 | val_loss: 0.0311925 | Time: 1952.85 ms [2022-04-11 09:29:12 main:574] : INFO : Epoch 1912 | loss: 0.0311882 | val_loss: 0.031195 | Time: 1987.23 ms [2022-04-11 09:29:14 main:574] : INFO : Epoch 1913 | loss: 0.0311899 | val_loss: 0.031196 | Time: 1945.9 ms [2022-04-11 09:29:16 main:574] : INFO : Epoch 1914 | loss: 0.0311887 | val_loss: 0.0311986 | Time: 1948.42 ms [2022-04-11 09:29:17 main:574] : INFO : Epoch 1915 | loss: 0.0311935 | val_loss: 0.0311955 | Time: 1950.9 ms [2022-04-11 09:29:19 main:574] : INFO : Epoch 1916 | loss: 0.0311949 | val_loss: 0.0311976 | Time: 1974.54 ms [2022-04-11 09:29:21 main:574] : INFO : Epoch 1917 | loss: 0.0311948 | val_loss: 0.0311976 | Time: 1956.4 ms [2022-04-11 09:29:23 main:574] : INFO : Epoch 1918 | loss: 0.0311955 | val_loss: 0.0311965 | Time: 1982.4 ms [2022-04-11 09:29:25 main:574] : INFO : Epoch 1919 | loss: 0.0311943 | val_loss: 0.0311947 | Time: 1956.75 ms [2022-04-11 09:29:27 main:574] : INFO : Epoch 1920 | loss: 0.0311979 | val_loss: 0.0312015 | Time: 1984.18 ms [2022-04-11 09:29:29 main:574] : INFO : Epoch 1921 | loss: 0.0311935 | val_loss: 0.0311986 | Time: 1964.42 ms [2022-04-11 09:29:31 main:574] : INFO : Epoch 1922 | loss: 0.0311921 | val_loss: 0.031195 | Time: 1973.93 ms [2022-04-11 09:29:33 main:574] : INFO : Epoch 1923 | loss: 0.0311913 | val_loss: 0.0311949 | Time: 1956.66 ms [2022-04-11 09:29:35 main:574] : INFO : Epoch 1924 | loss: 0.0311908 | val_loss: 0.0311969 | Time: 1942.47 ms [2022-04-11 09:29:37 main:574] : INFO : Epoch 1925 | loss: 0.0311908 | val_loss: 0.0311948 | Time: 1961.97 ms [2022-04-11 09:29:39 main:574] : INFO : Epoch 1926 | loss: 0.0311903 | val_loss: 0.0311968 | Time: 1932.15 ms [2022-04-11 09:29:41 main:574] : INFO : Epoch 1927 | loss: 0.0311906 | val_loss: 0.0311938 | Time: 1944.34 ms [2022-04-11 09:29:43 main:574] : INFO : Epoch 1928 | loss: 0.0311903 | val_loss: 0.0311939 | Time: 1992.16 ms [2022-04-11 09:29:45 main:574] : INFO : Epoch 1929 | loss: 0.0311896 | val_loss: 0.0311954 | Time: 1955.19 ms [2022-04-11 09:29:47 main:574] : INFO : Epoch 1930 | loss: 0.0311892 | val_loss: 0.0311937 | Time: 1942.89 ms [2022-04-11 09:29:49 main:574] : INFO : Epoch 1931 | loss: 0.0311897 | val_loss: 0.0311953 | Time: 1970.77 ms [2022-04-11 09:29:51 main:574] : INFO : Epoch 1932 | loss: 0.0311901 | val_loss: 0.0311991 | Time: 1944.73 ms [2022-04-11 09:29:53 main:574] : INFO : Epoch 1933 | loss: 0.0311884 | val_loss: 0.0311966 | Time: 2015.66 ms [2022-04-11 09:29:55 main:574] : INFO : Epoch 1934 | loss: 0.031195 | val_loss: 0.0312006 | Time: 1973.43 ms [2022-04-11 09:29:57 main:574] : INFO : Epoch 1935 | loss: 0.0311976 | val_loss: 0.031203 | Time: 1959.18 ms [2022-04-11 09:29:59 main:574] : INFO : Epoch 1936 | loss: 0.0311906 | val_loss: 0.031194 | Time: 2010.24 ms [2022-04-11 09:30:01 main:574] : INFO : Epoch 1937 | loss: 0.031191 | val_loss: 0.0311966 | Time: 1945.67 ms [2022-04-11 09:30:03 main:574] : INFO : Epoch 1938 | loss: 0.0311868 | val_loss: 0.0311943 | Time: 1954.04 ms [2022-04-11 09:30:05 main:574] : INFO : Epoch 1939 | loss: 0.0311856 | val_loss: 0.0311938 | Time: 1948.75 ms [2022-04-11 09:30:07 main:574] : INFO : Epoch 1940 | loss: 0.0311862 | val_loss: 0.0311952 | Time: 1979.89 ms [2022-04-11 09:30:09 main:574] : INFO : Epoch 1941 | loss: 0.0311855 | val_loss: 0.0311917 | Time: 1946.04 ms [2022-04-11 09:30:11 main:574] : INFO : Epoch 1942 | loss: 0.0311855 | val_loss: 0.0311939 | Time: 2031.44 ms [2022-04-11 09:30:13 main:574] : INFO : Epoch 1943 | loss: 0.0311874 | val_loss: 0.0311929 | Time: 1990.82 ms [2022-04-11 09:30:15 main:574] : INFO : Epoch 1944 | loss: 0.0311877 | val_loss: 0.0311963 | Time: 1991.85 ms [2022-04-11 09:30:17 main:574] : INFO : Epoch 1945 | loss: 0.0311876 | val_loss: 0.0311997 | Time: 1961.4 ms [2022-04-11 09:30:19 main:574] : INFO : Epoch 1946 | loss: 0.0311888 | val_loss: 0.0311942 | Time: 2084.43 ms [2022-04-11 09:30:21 main:574] : INFO : Epoch 1947 | loss: 0.0311864 | val_loss: 0.0311933 | Time: 2015.43 ms [2022-04-11 09:30:23 main:574] : INFO : Epoch 1948 | loss: 0.0311861 | val_loss: 0.0311921 | Time: 1978.48 ms [2022-04-11 09:30:25 main:574] : INFO : Epoch 1949 | loss: 0.031186 | val_loss: 0.0311926 | Time: 1982.44 ms [2022-04-11 09:30:27 main:574] : INFO : Epoch 1950 | loss: 0.0311853 | val_loss: 0.0311916 | Time: 2087.72 ms [2022-04-11 09:30:29 main:574] : INFO : Epoch 1951 | loss: 0.0311847 | val_loss: 0.0311917 | Time: 2003.38 ms [2022-04-11 09:30:31 main:574] : INFO : Epoch 1952 | loss: 0.0311863 | val_loss: 0.0311976 | Time: 2081.31 ms [2022-04-11 09:30:33 main:574] : INFO : Epoch 1953 | loss: 0.0311882 | val_loss: 0.0311945 | Time: 1992.58 ms [2022-04-11 09:30:35 main:574] : INFO : Epoch 1954 | loss: 0.0311865 | val_loss: 0.0311925 | Time: 1992.58 ms [2022-04-11 09:30:37 main:574] : INFO : Epoch 1955 | loss: 0.0311839 | val_loss: 0.0311912 | Time: 1995.86 ms [2022-04-11 09:30:39 main:574] : INFO : Epoch 1956 | loss: 0.0311846 | val_loss: 0.0311925 | Time: 2063.21 ms [2022-04-11 09:30:41 main:574] : INFO : Epoch 1957 | loss: 0.0311856 | val_loss: 0.0311925 | Time: 2031.83 ms [2022-04-11 09:30:43 main:574] : INFO : Epoch 1958 | loss: 0.0311856 | val_loss: 0.0311915 | Time: 1935.2 ms [2022-04-11 09:30:45 main:574] : INFO : Epoch 1959 | loss: 0.0311835 | val_loss: 0.0311919 | Time: 1997.03 ms [2022-04-11 09:30:47 main:574] : INFO : Epoch 1960 | loss: 0.031183 | val_loss: 0.0311929 | Time: 1965.02 ms [2022-04-11 09:30:49 main:574] : INFO : Epoch 1961 | loss: 0.0311839 | val_loss: 0.0311913 | Time: 1990.47 ms [2022-04-11 09:30:51 main:574] : INFO : Epoch 1962 | loss: 0.0311846 | val_loss: 0.0311972 | Time: 1998.25 ms [2022-04-11 09:30:53 main:574] : INFO : Epoch 1963 | loss: 0.0311851 | val_loss: 0.0311941 | Time: 2022.66 ms [2022-04-11 09:30:55 main:574] : INFO : Epoch 1964 | loss: 0.0311836 | val_loss: 0.0311918 | Time: 1998.66 ms [2022-04-11 09:30:57 main:574] : INFO : Epoch 1965 | loss: 0.0311825 | val_loss: 0.0311908 | Time: 1952.78 ms [2022-04-11 09:30:59 main:574] : INFO : Epoch 1966 | loss: 0.0311825 | val_loss: 0.0311921 | Time: 1939.52 ms [2022-04-11 09:31:01 main:574] : INFO : Epoch 1967 | loss: 0.0311826 | val_loss: 0.0311913 | Time: 2023.42 ms [2022-04-11 09:31:03 main:574] : INFO : Epoch 1968 | loss: 0.0311828 | val_loss: 0.0311936 | Time: 1959.2 ms [2022-04-11 09:31:05 main:574] : INFO : Epoch 1969 | loss: 0.0311842 | val_loss: 0.0311928 | Time: 1958.23 ms [2022-04-11 09:31:07 main:574] : INFO : Epoch 1970 | loss: 0.0311836 | val_loss: 0.0311926 | Time: 2003.8 ms [2022-04-11 09:31:09 main:574] : INFO : Epoch 1971 | loss: 0.031182 | val_loss: 0.0311931 | Time: 1987.01 ms [2022-04-11 09:31:11 main:574] : INFO : Epoch 1972 | loss: 0.0311833 | val_loss: 0.0311947 | Time: 1983.98 ms [2022-04-11 09:31:13 main:574] : INFO : Epoch 1973 | loss: 0.0311878 | val_loss: 0.0311943 | Time: 1934.84 ms [2022-04-11 09:31:15 main:574] : INFO : Epoch 1974 | loss: 0.0311871 | val_loss: 0.0312005 | Time: 1982.02 ms [2022-04-11 09:31:17 main:574] : INFO : Epoch 1975 | loss: 0.0311835 | val_loss: 0.0311938 | Time: 1990.15 ms [2022-04-11 09:31:19 main:574] : INFO : Epoch 1976 | loss: 0.0311816 | val_loss: 0.0311922 | Time: 1983.03 ms [2022-04-11 09:31:21 main:574] : INFO : Epoch 1977 | loss: 0.0311831 | val_loss: 0.031193 | Time: 1929.43 ms [2022-04-11 09:31:23 main:574] : INFO : Epoch 1978 | loss: 0.0311826 | val_loss: 0.0311914 | Time: 1958.44 ms [2022-04-11 09:31:25 main:574] : INFO : Epoch 1979 | loss: 0.0311823 | val_loss: 0.0311997 | Time: 2074.14 ms [2022-04-11 09:31:27 main:574] : INFO : Epoch 1980 | loss: 0.0311864 | val_loss: 0.0311931 | Time: 1961.45 ms [2022-04-11 09:31:29 main:574] : INFO : Epoch 1981 | loss: 0.0311839 | val_loss: 0.0311969 | Time: 1976.31 ms [2022-04-11 09:31:31 main:574] : INFO : Epoch 1982 | loss: 0.0311831 | val_loss: 0.031193 | Time: 1941.95 ms [2022-04-11 09:31:33 main:574] : INFO : Epoch 1983 | loss: 0.0311824 | val_loss: 0.0311915 | Time: 2042.87 ms [2022-04-11 09:31:35 main:574] : INFO : Epoch 1984 | loss: 0.0311828 | val_loss: 0.0311907 | Time: 1985.93 ms [2022-04-11 09:31:37 main:574] : INFO : Epoch 1985 | loss: 0.0311872 | val_loss: 0.0311935 | Time: 1981.83 ms [2022-04-11 09:31:39 main:574] : INFO : Epoch 1986 | loss: 0.0311844 | val_loss: 0.0311996 | Time: 1958.69 ms [2022-04-11 09:31:41 main:574] : INFO : Epoch 1987 | loss: 0.0311833 | val_loss: 0.0311936 | Time: 2015.2 ms [2022-04-11 09:31:43 main:574] : INFO : Epoch 1988 | loss: 0.0311826 | val_loss: 0.0311911 | Time: 1919.6 ms [2022-04-11 09:31:45 main:574] : INFO : Epoch 1989 | loss: 0.0311818 | val_loss: 0.0311924 | Time: 1982.6 ms [2022-04-11 09:31:46 main:574] : INFO : Epoch 1990 | loss: 0.0311814 | val_loss: 0.0311926 | Time: 1944.16 ms [2022-04-11 09:31:49 main:574] : INFO : Epoch 1991 | loss: 0.0311843 | val_loss: 0.0311998 | Time: 2078.21 ms [2022-04-11 09:31:51 main:574] : INFO : Epoch 1992 | loss: 0.0311842 | val_loss: 0.0311941 | Time: 1949.43 ms [2022-04-11 09:31:52 main:574] : INFO : Epoch 1993 | loss: 0.0311821 | val_loss: 0.0311939 | Time: 1982.65 ms [2022-04-11 09:31:55 main:574] : INFO : Epoch 1994 | loss: 0.0311805 | val_loss: 0.0311942 | Time: 2019.22 ms [2022-04-11 09:31:57 main:574] : INFO : Epoch 1995 | loss: 0.0311809 | val_loss: 0.0311909 | Time: 2089.38 ms [2022-04-11 09:31:59 main:574] : INFO : Epoch 1996 | loss: 0.031181 | val_loss: 0.0311905 | Time: 1980.4 ms [2022-04-11 09:32:01 main:574] : INFO : Epoch 1997 | loss: 0.031182 | val_loss: 0.0311923 | Time: 1977.63 ms [2022-04-11 09:32:03 main:574] : INFO : Epoch 1998 | loss: 0.0311811 | val_loss: 0.031191 | Time: 1923.54 ms [2022-04-11 09:32:05 main:574] : INFO : Epoch 1999 | loss: 0.0311811 | val_loss: 0.0311962 | Time: 1988.73 ms [2022-04-11 09:32:06 main:574] : INFO : Epoch 2000 | loss: 0.0311828 | val_loss: 0.0311921 | Time: 1918.15 ms [2022-04-11 09:32:08 main:574] : INFO : Epoch 2001 | loss: 0.0311827 | val_loss: 0.0311964 | Time: 2006.62 ms [2022-04-11 09:32:10 main:574] : INFO : Epoch 2002 | loss: 0.0311818 | val_loss: 0.0311945 | Time: 1961.18 ms [2022-04-11 09:32:12 main:574] : INFO : Epoch 2003 | loss: 0.0311828 | val_loss: 0.0311947 | Time: 1983.18 ms [2022-04-11 09:32:14 main:574] : INFO : Epoch 2004 | loss: 0.0311806 | val_loss: 0.0311931 | Time: 1985.42 ms [2022-04-11 09:32:16 main:574] : INFO : Epoch 2005 | loss: 0.0311815 | val_loss: 0.0311914 | Time: 2002.61 ms [2022-04-11 09:32:18 main:574] : INFO : Epoch 2006 | loss: 0.0311812 | val_loss: 0.0311925 | Time: 1946.15 ms [2022-04-11 09:32:20 main:574] : INFO : Epoch 2007 | loss: 0.0311811 | val_loss: 0.0311904 | Time: 1961.53 ms [2022-04-11 09:32:22 main:574] : INFO : Epoch 2008 | loss: 0.0311805 | val_loss: 0.0311945 | Time: 2009 ms [2022-04-11 09:32:24 main:574] : INFO : Epoch 2009 | loss: 0.031181 | val_loss: 0.0311916 | Time: 1984.23 ms [2022-04-11 09:32:26 main:574] : INFO : Epoch 2010 | loss: 0.0311823 | val_loss: 0.0311932 | Time: 1914.84 ms [2022-04-11 09:32:28 main:574] : INFO : Epoch 2011 | loss: 0.0311853 | val_loss: 0.0312045 | Time: 1977.85 ms [2022-04-11 09:32:30 main:574] : INFO : Epoch 2012 | loss: 0.0311835 | val_loss: 0.0311946 | Time: 2017.43 ms [2022-04-11 09:32:32 main:574] : INFO : Epoch 2013 | loss: 0.0311826 | val_loss: 0.0311959 | Time: 1949.36 ms [2022-04-11 09:32:34 main:574] : INFO : Epoch 2014 | loss: 0.0311799 | val_loss: 0.0311928 | Time: 1991.13 ms [2022-04-11 09:32:36 main:574] : INFO : Epoch 2015 | loss: 0.0311792 | val_loss: 0.0311896 | Time: 2001.01 ms [2022-04-11 09:32:38 main:574] : INFO : Epoch 2016 | loss: 0.031178 | val_loss: 0.0311928 | Time: 1993.27 ms [2022-04-11 09:32:40 main:574] : INFO : Epoch 2017 | loss: 0.0311791 | val_loss: 0.031192 | Time: 1992.01 ms [2022-04-11 09:32:42 main:574] : INFO : Epoch 2018 | loss: 0.0311818 | val_loss: 0.031192 | Time: 1945.34 ms [2022-04-11 09:32:44 main:574] : INFO : Epoch 2019 | loss: 0.0311802 | val_loss: 0.0311912 | Time: 1943.78 ms [2022-04-11 09:32:46 main:574] : INFO : Epoch 2020 | loss: 0.0311793 | val_loss: 0.0311911 | Time: 1986.28 ms [2022-04-11 09:32:48 main:574] : INFO : Epoch 2021 | loss: 0.0311795 | val_loss: 0.0311895 | Time: 1952.39 ms [2022-04-11 09:32:50 main:574] : INFO : Epoch 2022 | loss: 0.0311795 | val_loss: 0.0311894 | Time: 1947.97 ms [2022-04-11 09:32:52 main:574] : INFO : Epoch 2023 | loss: 0.0311789 | val_loss: 0.0311914 | Time: 1984.4 ms [2022-04-11 09:32:54 main:574] : INFO : Epoch 2024 | loss: 0.0311808 | val_loss: 0.0311921 | Time: 1955.18 ms [2022-04-11 09:32:56 main:574] : INFO : Epoch 2025 | loss: 0.0311807 | val_loss: 0.0311903 | Time: 2058.9 ms [2022-04-11 09:32:58 main:574] : INFO : Epoch 2026 | loss: 0.0311785 | val_loss: 0.0311901 | Time: 2101.34 ms [2022-04-11 09:33:00 main:574] : INFO : Epoch 2027 | loss: 0.0311779 | val_loss: 0.0311896 | Time: 2195.49 ms [2022-04-11 09:33:03 main:574] : INFO : Epoch 2028 | loss: 0.0311791 | val_loss: 0.0311884 | Time: 2412.33 ms [2022-04-11 09:33:05 main:574] : INFO : Epoch 2029 | loss: 0.0311776 | val_loss: 0.0311896 | Time: 2141.67 ms [2022-04-11 09:33:07 main:574] : INFO : Epoch 2030 | loss: 0.0311777 | val_loss: 0.0311887 | Time: 2180.22 ms [2022-04-11 09:33:09 main:574] : INFO : Epoch 2031 | loss: 0.0311775 | val_loss: 0.0311895 | Time: 2127.84 ms [2022-04-11 09:33:12 main:574] : INFO : Epoch 2032 | loss: 0.031178 | val_loss: 0.0311911 | Time: 2301.82 ms [2022-04-11 09:33:14 main:574] : INFO : Epoch 2033 | loss: 0.0311778 | val_loss: 0.0311874 | Time: 2204.44 ms [2022-04-11 09:33:16 main:574] : INFO : Epoch 2034 | loss: 0.0311791 | val_loss: 0.031191 | Time: 2229.44 ms [2022-04-11 09:33:18 main:574] : INFO : Epoch 2035 | loss: 0.0311806 | val_loss: 0.0311895 | Time: 2077.37 ms [2022-04-11 09:33:20 main:574] : INFO : Epoch 2036 | loss: 0.0311807 | val_loss: 0.0311983 | Time: 2101.86 ms [2022-04-11 09:33:22 main:574] : INFO : Epoch 2037 | loss: 0.0311781 | val_loss: 0.031189 | Time: 2058.09 ms [2022-04-11 09:33:24 main:574] : INFO : Epoch 2038 | loss: 0.0311764 | val_loss: 0.0311884 | Time: 2187.54 ms [2022-04-11 09:33:26 main:574] : INFO : Epoch 2039 | loss: 0.0311771 | val_loss: 0.03119 | Time: 2006.83 ms [2022-04-11 09:33:28 main:574] : INFO : Epoch 2040 | loss: 0.0311779 | val_loss: 0.0311896 | Time: 2038.71 ms [2022-04-11 09:33:30 main:574] : INFO : Epoch 2041 | loss: 0.0311774 | val_loss: 0.0311911 | Time: 1977.37 ms [2022-04-11 09:33:32 main:574] : INFO : Epoch 2042 | loss: 0.0311762 | val_loss: 0.0311898 | Time: 1999.27 ms [2022-04-11 09:33:34 main:574] : INFO : Epoch 2043 | loss: 0.0311767 | val_loss: 0.0311885 | Time: 1987.64 ms [2022-04-11 09:33:36 main:574] : INFO : Epoch 2044 | loss: 0.0311767 | val_loss: 0.03119 | Time: 2021.08 ms [2022-04-11 09:33:38 main:574] : INFO : Epoch 2045 | loss: 0.0311769 | val_loss: 0.0311904 | Time: 1980.5 ms [2022-04-11 09:33:40 main:574] : INFO : Epoch 2046 | loss: 0.0311764 | val_loss: 0.0311896 | Time: 1986.87 ms [2022-04-11 09:33:42 main:574] : INFO : Epoch 2047 | loss: 0.0311767 | val_loss: 0.0311885 | Time: 1984.19 ms [2022-04-11 09:33:44 main:574] : INFO : Epoch 2048 | loss: 0.0311755 | val_loss: 0.0311886 | Time: 1964.7 ms [2022-04-11 09:33:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311886 [2022-04-11 09:33:44 main:603] : INFO : Saving end state to config to file [2022-04-11 09:33:44 main:608] : INFO : Success, exiting.. 09:33:44 (22152): 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)