Task 5107808
| Name | ParityMachine-1619581284-17864-0_0 |
| Workunit | 3065535 |
| Created | 28 Apr 2021, 3:41:27 UTC |
| Sent | 5 May 2021, 4:25:37 UTC |
| Report deadline | 13 May 2021, 4:25:37 UTC |
| Received | 5 May 2021, 7:41:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 7 min 18 sec |
| CPU time | 1 hours 7 min 14 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0309951 | val_loss: 0.0313072 | Time: 1917.3 ms [2021-05-05 02:24:27 main:581] : INFO : Epoch 1539 | loss: 0.0309955 | val_loss: 0.0312687 | Time: 1832.57 ms [2021-05-05 02:24:29 main:581] : INFO : Epoch 1540 | loss: 0.0309969 | val_loss: 0.0312571 | Time: 1961.57 ms [2021-05-05 02:24:31 main:581] : INFO : Epoch 1541 | loss: 0.031013 | val_loss: 0.0312634 | Time: 1914.06 ms [2021-05-05 02:24:33 main:581] : INFO : Epoch 1542 | loss: 0.0310124 | val_loss: 0.0312751 | Time: 2026.98 ms [2021-05-05 02:24:35 main:581] : INFO : Epoch 1543 | loss: 0.0310032 | val_loss: 0.0312646 | Time: 1942.38 ms [2021-05-05 02:24:37 main:581] : INFO : Epoch 1544 | loss: 0.0310009 | val_loss: 0.0312688 | Time: 1989.96 ms [2021-05-05 02:24:39 main:581] : INFO : Epoch 1545 | loss: 0.0310106 | val_loss: 0.03127 | Time: 2016.98 ms [2021-05-05 02:24:41 main:581] : INFO : Epoch 1546 | loss: 0.0310251 | val_loss: 0.0312467 | Time: 1926.02 ms [2021-05-05 02:24:42 main:581] : INFO : Epoch 1547 | loss: 0.0310024 | val_loss: 0.0312604 | Time: 1938.07 ms [2021-05-05 02:24:44 main:581] : INFO : Epoch 1548 | loss: 0.0309977 | val_loss: 0.0312655 | Time: 1992.52 ms [2021-05-05 02:24:46 main:581] : INFO : Epoch 1549 | loss: 0.0309891 | val_loss: 0.031285 | Time: 1986.33 ms [2021-05-05 02:24:48 main:581] : INFO : Epoch 1550 | loss: 0.0309929 | val_loss: 0.0312831 | Time: 1942.54 ms [2021-05-05 02:24:50 main:581] : INFO : Epoch 1551 | loss: 0.0309927 | val_loss: 0.0312552 | Time: 2004.92 ms [2021-05-05 02:24:52 main:581] : INFO : Epoch 1552 | loss: 0.030996 | val_loss: 0.0312801 | Time: 1955.34 ms [2021-05-05 02:24:54 main:581] : INFO : Epoch 1553 | loss: 0.0309952 | val_loss: 0.0312739 | Time: 1946.5 ms [2021-05-05 02:24:56 main:581] : INFO : Epoch 1554 | loss: 0.0309878 | val_loss: 0.0312642 | Time: 1994.51 ms [2021-05-05 02:24:58 main:581] : INFO : Epoch 1555 | loss: 0.0309867 | val_loss: 0.0313038 | Time: 1932.24 ms [2021-05-05 02:25:00 main:581] : INFO : Epoch 1556 | loss: 0.0309841 | val_loss: 0.0312935 | Time: 1887.43 ms [2021-05-05 02:25:02 main:581] : INFO : Epoch 1557 | loss: 0.0309799 | val_loss: 0.0312989 | Time: 1945.7 ms [2021-05-05 02:25:04 main:581] : INFO : Epoch 1558 | loss: 0.0309963 | val_loss: 0.0313026 | Time: 1910.35 ms [2021-05-05 02:25:06 main:581] : INFO : Epoch 1559 | loss: 0.0310098 | val_loss: 0.0312765 | Time: 1909.3 ms [2021-05-05 02:25:08 main:581] : INFO : Epoch 1560 | loss: 0.0309977 | val_loss: 0.0312905 | Time: 1970.36 ms [2021-05-05 02:25:10 main:581] : INFO : Epoch 1561 | loss: 0.030997 | val_loss: 0.0312783 | Time: 2020.52 ms [2021-05-05 02:25:12 main:581] : INFO : Epoch 1562 | loss: 0.0309957 | val_loss: 0.0312686 | Time: 2076.76 ms [2021-05-05 02:25:14 main:581] : INFO : Epoch 1563 | loss: 0.0310027 | val_loss: 0.0312632 | Time: 2118.51 ms [2021-05-05 02:25:16 main:581] : INFO : Epoch 1564 | loss: 0.0309981 | val_loss: 0.0312613 | Time: 1998.29 ms [2021-05-05 02:25:18 main:581] : INFO : Epoch 1565 | loss: 0.0309879 | val_loss: 0.0312928 | Time: 1997.6 ms [2021-05-05 02:25:20 main:581] : INFO : Epoch 1566 | loss: 0.0309881 | val_loss: 0.0312728 | Time: 1959.53 ms [2021-05-05 02:25:22 main:581] : INFO : Epoch 1567 | loss: 0.0309879 | val_loss: 0.0312815 | Time: 1968.19 ms [2021-05-05 02:25:24 main:581] : INFO : Epoch 1568 | loss: 0.0309925 | val_loss: 0.0313034 | Time: 1961.89 ms [2021-05-05 02:25:26 main:581] : INFO : Epoch 1569 | loss: 0.0309905 | val_loss: 0.0312783 | Time: 1957.29 ms [2021-05-05 02:25:28 main:581] : INFO : Epoch 1570 | loss: 0.0309874 | val_loss: 0.0312557 | Time: 1955.83 ms [2021-05-05 02:25:30 main:581] : INFO : Epoch 1571 | loss: 0.0309875 | val_loss: 0.031279 | Time: 1952.16 ms [2021-05-05 02:25:32 main:581] : INFO : Epoch 1572 | loss: 0.0309883 | val_loss: 0.031282 | Time: 1985.02 ms [2021-05-05 02:25:34 main:581] : INFO : Epoch 1573 | loss: 0.0309871 | val_loss: 0.0312812 | Time: 1969.41 ms [2021-05-05 02:25:36 main:581] : INFO : Epoch 1574 | loss: 0.0309833 | val_loss: 0.0312785 | Time: 1994.24 ms [2021-05-05 02:25:38 main:581] : INFO : Epoch 1575 | loss: 0.0309956 | val_loss: 0.0312513 | Time: 2114.37 ms [2021-05-05 02:25:40 main:581] : INFO : Epoch 1576 | loss: 0.0310076 | val_loss: 0.0312681 | Time: 1962.66 ms [2021-05-05 02:25:42 main:581] : INFO : Epoch 1577 | loss: 0.0310013 | val_loss: 0.0312817 | Time: 1923.65 ms [2021-05-05 02:25:44 main:581] : INFO : Epoch 1578 | loss: 0.030999 | val_loss: 0.0312519 | Time: 1987.74 ms [2021-05-05 02:25:46 main:581] : INFO : Epoch 1579 | loss: 0.0310038 | val_loss: 0.0312738 | Time: 1882.12 ms [2021-05-05 02:25:48 main:581] : INFO : Epoch 1580 | loss: 0.0309951 | val_loss: 0.0312832 | Time: 1940.35 ms [2021-05-05 02:25:50 main:581] : INFO : Epoch 1581 | loss: 0.0309942 | val_loss: 0.0312949 | Time: 2074.32 ms [2021-05-05 02:25:52 main:581] : INFO : Epoch 1582 | loss: 0.0309907 | val_loss: 0.0312868 | Time: 2124.48 ms [2021-05-05 02:25:54 main:581] : INFO : Epoch 1583 | loss: 0.0309871 | val_loss: 0.0312998 | Time: 1947.71 ms [2021-05-05 02:25:56 main:581] : INFO : Epoch 1584 | loss: 0.030992 | val_loss: 0.0312996 | Time: 1960.13 ms [2021-05-05 02:25:58 main:581] : INFO : Epoch 1585 | loss: 0.0309935 | val_loss: 0.0312724 | Time: 1986.82 ms [2021-05-05 02:26:00 main:581] : INFO : Epoch 1586 | loss: 0.0309948 | val_loss: 0.0312759 | Time: 1934.04 ms [2021-05-05 02:26:02 main:581] : INFO : Epoch 1587 | loss: 0.0309936 | val_loss: 0.0312788 | Time: 1976.82 ms [2021-05-05 02:26:04 main:581] : INFO : Epoch 1588 | loss: 0.0309879 | val_loss: 0.0312748 | Time: 2172.78 ms [2021-05-05 02:26:06 main:581] : INFO : Epoch 1589 | loss: 0.0309892 | val_loss: 0.0312783 | Time: 2018.1 ms [2021-05-05 02:26:08 main:581] : INFO : Epoch 1590 | loss: 0.0309999 | val_loss: 0.0312581 | Time: 2003.59 ms [2021-05-05 02:26:10 main:581] : INFO : Epoch 1591 | loss: 0.0310417 | val_loss: 0.0312626 | Time: 1941.56 ms [2021-05-05 02:26:12 main:581] : INFO : Epoch 1592 | loss: 0.0310241 | val_loss: 0.0312614 | Time: 2013.29 ms [2021-05-05 02:26:14 main:581] : INFO : Epoch 1593 | loss: 0.0310112 | val_loss: 0.0312672 | Time: 2048.61 ms [2021-05-05 02:26:16 main:581] : INFO : Epoch 1594 | loss: 0.030997 | val_loss: 0.0312803 | Time: 2023.3 ms [2021-05-05 02:26:18 main:581] : INFO : Epoch 1595 | loss: 0.0309935 | val_loss: 0.0312752 | Time: 1971.66 ms [2021-05-05 02:26:20 main:581] : INFO : Epoch 1596 | loss: 0.030989 | val_loss: 0.0312626 | Time: 1964.76 ms [2021-05-05 02:26:22 main:581] : INFO : Epoch 1597 | loss: 0.0310261 | val_loss: 0.0313028 | Time: 1933.75 ms [2021-05-05 02:26:24 main:581] : INFO : Epoch 1598 | loss: 0.0310116 | val_loss: 0.0312597 | Time: 1955.09 ms [2021-05-05 02:26:26 main:581] : INFO : Epoch 1599 | loss: 0.0309955 | val_loss: 0.0312702 | Time: 1924.19 ms [2021-05-05 02:26:28 main:581] : INFO : Epoch 1600 | loss: 0.0309826 | val_loss: 0.0312747 | Time: 2022.66 ms [2021-05-05 02:26:30 main:581] : INFO : Epoch 1601 | loss: 0.0309881 | val_loss: 0.0312696 | Time: 1979.9 ms [2021-05-05 02:26:31 main:581] : INFO : Epoch 1602 | loss: 0.0309932 | val_loss: 0.0312636 | Time: 1915.05 ms [2021-05-05 02:26:33 main:581] : INFO : Epoch 1603 | loss: 0.0310003 | val_loss: 0.0312669 | Time: 1971.97 ms [2021-05-05 02:26:35 main:581] : INFO : Epoch 1604 | loss: 0.0309951 | val_loss: 0.031286 | Time: 1955.86 ms [2021-05-05 02:26:37 main:581] : INFO : Epoch 1605 | loss: 0.0309962 | val_loss: 0.0312611 | Time: 1974.81 ms [2021-05-05 02:26:39 main:581] : INFO : Epoch 1606 | loss: 0.0309888 | val_loss: 0.0312752 | Time: 1994.59 ms [2021-05-05 02:26:41 main:581] : INFO : Epoch 1607 | loss: 0.0309964 | val_loss: 0.0312788 | Time: 1929.01 ms [2021-05-05 02:26:43 main:581] : INFO : Epoch 1608 | loss: 0.0310011 | val_loss: 0.0312763 | Time: 1979.02 ms [2021-05-05 02:26:45 main:581] : INFO : Epoch 1609 | loss: 0.0310089 | val_loss: 0.0312713 | Time: 2139.21 ms [2021-05-05 02:26:47 main:581] : INFO : Epoch 1610 | loss: 0.0309981 | val_loss: 0.0312779 | Time: 1983.2 ms [2021-05-05 02:26:49 main:581] : INFO : Epoch 1611 | loss: 0.0309831 | val_loss: 0.0312585 | Time: 1948.62 ms [2021-05-05 02:26:51 main:581] : INFO : Epoch 1612 | loss: 0.030983 | val_loss: 0.0312836 | Time: 2011.14 ms [2021-05-05 02:26:53 main:581] : INFO : Epoch 1613 | loss: 0.0309816 | val_loss: 0.0312557 | Time: 1973.73 ms [2021-05-05 02:26:55 main:581] : INFO : Epoch 1614 | loss: 0.0310068 | val_loss: 0.0312662 | Time: 1967.44 ms [2021-05-05 02:26:57 main:581] : INFO : Epoch 1615 | loss: 0.0310009 | val_loss: 0.0312719 | Time: 1981.5 ms [2021-05-05 02:26:59 main:581] : INFO : Epoch 1616 | loss: 0.0309921 | val_loss: 0.0312902 | Time: 2030 ms [2021-05-05 02:27:01 main:581] : INFO : Epoch 1617 | loss: 0.0309867 | val_loss: 0.0312822 | Time: 1977.49 ms [2021-05-05 02:27:03 main:581] : INFO : Epoch 1618 | loss: 0.0309875 | val_loss: 0.0312732 | Time: 1966.02 ms [2021-05-05 02:27:05 main:581] : INFO : Epoch 1619 | loss: 0.0309847 | val_loss: 0.031276 | Time: 1965.02 ms [2021-05-05 02:27:07 main:581] : INFO : Epoch 1620 | loss: 0.0309811 | val_loss: 0.0312714 | Time: 1943.81 ms [2021-05-05 02:27:09 main:581] : INFO : Epoch 1621 | loss: 0.0309975 | val_loss: 0.0312598 | Time: 1937.93 ms [2021-05-05 02:27:11 main:581] : INFO : Epoch 1622 | loss: 0.0310089 | val_loss: 0.0312872 | Time: 1969.36 ms [2021-05-05 02:27:13 main:581] : INFO : Epoch 1623 | loss: 0.0310114 | val_loss: 0.031237 | Time: 1992.82 ms [2021-05-05 02:27:15 main:581] : INFO : Epoch 1624 | loss: 0.0310019 | val_loss: 0.0312746 | Time: 2001.31 ms [2021-05-05 02:27:17 main:581] : INFO : Epoch 1625 | loss: 0.0309958 | val_loss: 0.0312797 | Time: 1979.98 ms [2021-05-05 02:27:19 main:581] : INFO : Epoch 1626 | loss: 0.0309902 | val_loss: 0.0312847 | Time: 1980.05 ms [2021-05-05 02:27:21 main:581] : INFO : Epoch 1627 | loss: 0.0310015 | val_loss: 0.0312428 | Time: 2006.76 ms [2021-05-05 02:27:23 main:581] : INFO : Epoch 1628 | loss: 0.0309903 | val_loss: 0.0312674 | Time: 1982.76 ms [2021-05-05 02:27:25 main:581] : INFO : Epoch 1629 | loss: 0.0309927 | val_loss: 0.0312869 | Time: 2017.94 ms [2021-05-05 02:27:27 main:581] : INFO : Epoch 1630 | loss: 0.0310025 | val_loss: 0.0312666 | Time: 1960.8 ms [2021-05-05 02:27:29 main:581] : INFO : Epoch 1631 | loss: 0.0309997 | val_loss: 0.0312773 | Time: 1966.18 ms [2021-05-05 02:27:31 main:581] : INFO : Epoch 1632 | loss: 0.0309872 | val_loss: 0.0312548 | Time: 1972.15 ms [2021-05-05 02:27:33 main:581] : INFO : Epoch 1633 | loss: 0.0309928 | val_loss: 0.031291 | Time: 1931.95 ms [2021-05-05 02:27:35 main:581] : INFO : Epoch 1634 | loss: 0.0309883 | val_loss: 0.0312873 | Time: 2120.26 ms [2021-05-05 02:27:37 main:581] : INFO : Epoch 1635 | loss: 0.0309834 | val_loss: 0.0312904 | Time: 1953.32 ms [2021-05-05 02:27:39 main:581] : INFO : Epoch 1636 | loss: 0.0309873 | val_loss: 0.0312776 | Time: 1985.5 ms [2021-05-05 02:27:41 main:581] : INFO : Epoch 1637 | loss: 0.0309969 | val_loss: 0.0312551 | Time: 1973.17 ms [2021-05-05 02:27:43 main:581] : INFO : Epoch 1638 | loss: 0.0309888 | val_loss: 0.0312727 | Time: 2025.23 ms [2021-05-05 02:27:45 main:581] : INFO : Epoch 1639 | loss: 0.0309855 | val_loss: 0.0312762 | Time: 1940.76 ms [2021-05-05 02:27:47 main:581] : INFO : Epoch 1640 | loss: 0.0309894 | val_loss: 0.031281 | Time: 1974.21 ms [2021-05-05 02:27:49 main:581] : INFO : Epoch 1641 | loss: 0.0309894 | val_loss: 0.0312884 | Time: 1977.97 ms [2021-05-05 02:27:51 main:581] : INFO : Epoch 1642 | loss: 0.0309931 | val_loss: 0.0312833 | Time: 1961 ms [2021-05-05 02:27:53 main:581] : INFO : Epoch 1643 | loss: 0.0309908 | val_loss: 0.0312984 | Time: 1946.36 ms [2021-05-05 02:27:55 main:581] : INFO : Epoch 1644 | loss: 0.0310055 | val_loss: 0.0312495 | Time: 1993.62 ms [2021-05-05 02:27:57 main:581] : INFO : Epoch 1645 | loss: 0.0310055 | val_loss: 0.0312519 | Time: 1956.87 ms [2021-05-05 02:27:59 main:581] : INFO : Epoch 1646 | loss: 0.0309963 | val_loss: 0.031241 | Time: 1972.64 ms [2021-05-05 02:28:01 main:581] : INFO : Epoch 1647 | loss: 0.0309947 | val_loss: 0.0312989 | Time: 1943.42 ms [2021-05-05 02:28:03 main:581] : INFO : Epoch 1648 | loss: 0.0309979 | val_loss: 0.0312734 | Time: 1929.88 ms [2021-05-05 02:28:05 main:581] : INFO : Epoch 1649 | loss: 0.0309997 | val_loss: 0.0312703 | Time: 1996.5 ms [2021-05-05 02:28:06 main:581] : INFO : Epoch 1650 | loss: 0.0309969 | val_loss: 0.0312802 | Time: 1963.61 ms [2021-05-05 02:28:08 main:581] : INFO : Epoch 1651 | loss: 0.0309831 | val_loss: 0.0312937 | Time: 2003.73 ms [2021-05-05 02:28:10 main:581] : INFO : Epoch 1652 | loss: 0.030979 | val_loss: 0.0312786 | Time: 1999.76 ms [2021-05-05 02:28:12 main:581] : INFO : Epoch 1653 | loss: 0.0309976 | val_loss: 0.0312661 | Time: 1973.02 ms [2021-05-05 02:28:14 main:581] : INFO : Epoch 1654 | loss: 0.0310017 | val_loss: 0.0312514 | Time: 1997.12 ms [2021-05-05 02:28:16 main:581] : INFO : Epoch 1655 | loss: 0.0310028 | val_loss: 0.0312625 | Time: 1937.55 ms [2021-05-05 02:28:18 main:581] : INFO : Epoch 1656 | loss: 0.0309985 | val_loss: 0.0312932 | Time: 1994.56 ms [2021-05-05 02:28:20 main:581] : INFO : Epoch 1657 | loss: 0.0309935 | val_loss: 0.031261 | Time: 1911.35 ms [2021-05-05 02:28:22 main:581] : INFO : Epoch 1658 | loss: 0.0309962 | val_loss: 0.0312801 | Time: 1996.86 ms [2021-05-05 02:28:24 main:581] : INFO : Epoch 1659 | loss: 0.0310016 | val_loss: 0.031302 | Time: 1988.33 ms [2021-05-05 02:28:26 main:581] : INFO : Epoch 1660 | loss: 0.0309963 | val_loss: 0.0312783 | Time: 1997.71 ms [2021-05-05 02:28:28 main:581] : INFO : Epoch 1661 | loss: 0.0309899 | val_loss: 0.0312699 | Time: 2003.74 ms [2021-05-05 02:28:30 main:581] : INFO : Epoch 1662 | loss: 0.0309932 | val_loss: 0.0312889 | Time: 1940.02 ms [2021-05-05 02:28:32 main:581] : INFO : Epoch 1663 | loss: 0.0309959 | val_loss: 0.0312662 | Time: 2104.64 ms [2021-05-05 02:28:34 main:581] : INFO : Epoch 1664 | loss: 0.0309832 | val_loss: 0.0312852 | Time: 1937.97 ms [2021-05-05 02:28:36 main:581] : INFO : Epoch 1665 | loss: 0.0309736 | val_loss: 0.0312946 | Time: 1937.09 ms [2021-05-05 02:28:38 main:581] : INFO : Epoch 1666 | loss: 0.0309852 | val_loss: 0.0312803 | Time: 1976.46 ms [2021-05-05 02:28:40 main:581] : INFO : Epoch 1667 | loss: 0.0309983 | val_loss: 0.0312687 | Time: 1989.6 ms [2021-05-05 02:28:42 main:581] : INFO : Epoch 1668 | loss: 0.0309947 | val_loss: 0.0312926 | Time: 1974.1 ms [2021-05-05 02:28:44 main:581] : INFO : Epoch 1669 | loss: 0.0309886 | val_loss: 0.0312767 | Time: 1900.07 ms [2021-05-05 02:28:46 main:581] : INFO : Epoch 1670 | loss: 0.030989 | val_loss: 0.0313319 | Time: 1968.42 ms [2021-05-05 02:28:48 main:581] : INFO : Epoch 1671 | loss: 0.0309964 | val_loss: 0.0312529 | Time: 1972.63 ms [2021-05-05 02:28:50 main:581] : INFO : Epoch 1672 | loss: 0.0309954 | val_loss: 0.0312945 | Time: 1865.87 ms [2021-05-05 02:28:52 main:581] : INFO : Epoch 1673 | loss: 0.030997 | val_loss: 0.0312516 | Time: 1958.37 ms [2021-05-05 02:28:54 main:581] : INFO : Epoch 1674 | loss: 0.0310044 | val_loss: 0.0312558 | Time: 1997.08 ms [2021-05-05 02:28:56 main:581] : INFO : Epoch 1675 | loss: 0.0309978 | val_loss: 0.0312628 | Time: 2008.88 ms [2021-05-05 02:28:58 main:581] : INFO : Epoch 1676 | loss: 0.0309846 | val_loss: 0.0312781 | Time: 1981.24 ms [2021-05-05 02:29:00 main:581] : INFO : Epoch 1677 | loss: 0.0310035 | val_loss: 0.0312653 | Time: 1979.18 ms [2021-05-05 02:29:02 main:581] : INFO : Epoch 1678 | loss: 0.0310425 | val_loss: 0.0312567 | Time: 1948.04 ms [2021-05-05 02:29:04 main:581] : INFO : Epoch 1679 | loss: 0.0310279 | val_loss: 0.0312817 | Time: 1945.42 ms [2021-05-05 02:29:06 main:581] : INFO : Epoch 1680 | loss: 0.0309973 | val_loss: 0.0312884 | Time: 1991.04 ms [2021-05-05 02:29:08 main:581] : INFO : Epoch 1681 | loss: 0.0309864 | val_loss: 0.0312881 | Time: 1976.81 ms [2021-05-05 02:29:10 main:581] : INFO : Epoch 1682 | loss: 0.0309896 | val_loss: 0.0312752 | Time: 1943.12 ms [2021-05-05 02:29:12 main:581] : INFO : Epoch 1683 | loss: 0.0309934 | val_loss: 0.0313031 | Time: 1922.86 ms [2021-05-05 02:29:14 main:581] : INFO : Epoch 1684 | loss: 0.0309837 | val_loss: 0.0312707 | Time: 1992.9 ms [2021-05-05 02:29:15 main:581] : INFO : Epoch 1685 | loss: 0.0309879 | val_loss: 0.0312889 | Time: 1993.52 ms [2021-05-05 02:29:17 main:581] : INFO : Epoch 1686 | loss: 0.0309874 | val_loss: 0.0313151 | Time: 1996.15 ms [2021-05-05 02:29:20 main:581] : INFO : Epoch 1687 | loss: 0.0309802 | val_loss: 0.0312876 | Time: 2006.81 ms [2021-05-05 02:29:21 main:581] : INFO : Epoch 1688 | loss: 0.03098 | val_loss: 0.0312859 | Time: 1969.28 ms [2021-05-05 02:29:23 main:581] : INFO : Epoch 1689 | loss: 0.0309905 | val_loss: 0.0312943 | Time: 1987.51 ms [2021-05-05 02:29:25 main:581] : INFO : Epoch 1690 | loss: 0.0309888 | val_loss: 0.0312794 | Time: 1923.68 ms [2021-05-05 02:29:27 main:581] : INFO : Epoch 1691 | loss: 0.030986 | val_loss: 0.0312863 | Time: 1893.92 ms [2021-05-05 02:29:29 main:581] : INFO : Epoch 1692 | loss: 0.0309873 | val_loss: 0.0312504 | Time: 1964.38 ms [2021-05-05 02:29:31 main:581] : INFO : Epoch 1693 | loss: 0.0309835 | val_loss: 0.0312727 | Time: 1965.76 ms [2021-05-05 02:29:33 main:581] : INFO : Epoch 1694 | loss: 0.0309935 | val_loss: 0.031256 | Time: 1983.4 ms [2021-05-05 02:29:35 main:581] : INFO : Epoch 1695 | loss: 0.0310059 | val_loss: 0.0312392 | Time: 1950.27 ms [2021-05-05 02:29:37 main:581] : INFO : Epoch 1696 | loss: 0.0309968 | val_loss: 0.0312893 | Time: 1989.93 ms [2021-05-05 02:29:39 main:581] : INFO : Epoch 1697 | loss: 0.0309852 | val_loss: 0.0313034 | Time: 1994.53 ms [2021-05-05 02:29:41 main:581] : INFO : Epoch 1698 | loss: 0.0309915 | val_loss: 0.0312783 | Time: 1963.43 ms [2021-05-05 02:29:43 main:581] : INFO : Epoch 1699 | loss: 0.0310047 | val_loss: 0.0312609 | Time: 1997.61 ms [2021-05-05 02:29:45 main:581] : INFO : Epoch 1700 | loss: 0.0310066 | val_loss: 0.031283 | Time: 1998.21 ms [2021-05-05 02:29:47 main:581] : INFO : Epoch 1701 | loss: 0.0309924 | val_loss: 0.0312387 | Time: 2019.83 ms [2021-05-05 02:29:49 main:581] : INFO : Epoch 1702 | loss: 0.0309895 | val_loss: 0.0312624 | Time: 1981.44 ms [2021-05-05 02:29:51 main:581] : INFO : Epoch 1703 | loss: 0.0309947 | val_loss: 0.0312533 | Time: 1986.78 ms [2021-05-05 02:29:53 main:581] : INFO : Epoch 1704 | loss: 0.0310132 | val_loss: 0.0312684 | Time: 1971.39 ms [2021-05-05 02:29:55 main:581] : INFO : Epoch 1705 | loss: 0.0310041 | val_loss: 0.0312655 | Time: 1972.77 ms [2021-05-05 02:29:57 main:581] : INFO : Epoch 1706 | loss: 0.0309917 | val_loss: 0.0312873 | Time: 1997.95 ms [2021-05-05 02:29:59 main:581] : INFO : Epoch 1707 | loss: 0.0309864 | val_loss: 0.0312715 | Time: 1953.05 ms [2021-05-05 02:30:01 main:581] : INFO : Epoch 1708 | loss: 0.0309792 | val_loss: 0.0312869 | Time: 1985.91 ms [2021-05-05 02:30:03 main:581] : INFO : Epoch 1709 | loss: 0.0309822 | val_loss: 0.0312662 | Time: 2149.83 ms [2021-05-05 02:30:05 main:581] : INFO : Epoch 1710 | loss: 0.03099 | val_loss: 0.031292 | Time: 1910.56 ms [2021-05-05 02:30:07 main:581] : INFO : Epoch 1711 | loss: 0.0309884 | val_loss: 0.0312822 | Time: 2076.61 ms [2021-05-05 02:30:09 main:581] : INFO : Epoch 1712 | loss: 0.0309938 | val_loss: 0.0312851 | Time: 1978.22 ms [2021-05-05 02:30:11 main:581] : INFO : Epoch 1713 | loss: 0.0309851 | val_loss: 0.0312989 | Time: 2009.71 ms [2021-05-05 02:30:13 main:581] : INFO : Epoch 1714 | loss: 0.0309773 | val_loss: 0.0312938 | Time: 1975.88 ms [2021-05-05 02:30:15 main:581] : INFO : Epoch 1715 | loss: 0.0309869 | val_loss: 0.0312744 | Time: 1964.51 ms [2021-05-05 02:30:17 main:581] : INFO : Epoch 1716 | loss: 0.0309925 | val_loss: 0.0313258 | Time: 1936.42 ms [2021-05-05 02:30:19 main:581] : INFO : Epoch 1717 | loss: 0.0309894 | val_loss: 0.0312787 | Time: 1970.48 ms [2021-05-05 02:30:21 main:581] : INFO : Epoch 1718 | loss: 0.0309855 | val_loss: 0.0312697 | Time: 1922.48 ms [2021-05-05 02:30:23 main:581] : INFO : Epoch 1719 | loss: 0.0309845 | val_loss: 0.0312676 | Time: 1966.81 ms [2021-05-05 02:30:25 main:581] : INFO : Epoch 1720 | loss: 0.0309837 | val_loss: 0.0312961 | Time: 1962.72 ms [2021-05-05 02:30:27 main:581] : INFO : Epoch 1721 | loss: 0.0309795 | val_loss: 0.0312966 | Time: 1980.4 ms [2021-05-05 02:30:29 main:581] : INFO : Epoch 1722 | loss: 0.0309897 | val_loss: 0.0312897 | Time: 1963.53 ms [2021-05-05 02:30:31 main:581] : INFO : Epoch 1723 | loss: 0.0310131 | val_loss: 0.031246 | Time: 1997.28 ms [2021-05-05 02:30:33 main:581] : INFO : Epoch 1724 | loss: 0.0310269 | val_loss: 0.031275 | Time: 2014.4 ms [2021-05-05 02:30:35 main:581] : INFO : Epoch 1725 | loss: 0.0310036 | val_loss: 0.0312691 | Time: 1976.17 ms [2021-05-05 02:30:37 main:581] : INFO : Epoch 1726 | loss: 0.0310037 | val_loss: 0.0312405 | Time: 1985.17 ms [2021-05-05 02:30:39 main:581] : INFO : Epoch 1727 | loss: 0.0310042 | val_loss: 0.0312679 | Time: 1934.98 ms [2021-05-05 02:30:41 main:581] : INFO : Epoch 1728 | loss: 0.0309904 | val_loss: 0.0312632 | Time: 1919.27 ms [2021-05-05 02:30:43 main:581] : INFO : Epoch 1729 | loss: 0.0309884 | val_loss: 0.0312761 | Time: 2016.51 ms [2021-05-05 02:30:45 main:581] : INFO : Epoch 1730 | loss: 0.0309922 | val_loss: 0.0312735 | Time: 1971.64 ms [2021-05-05 02:30:47 main:581] : INFO : Epoch 1731 | loss: 0.0310039 | val_loss: 0.0312903 | Time: 1971.46 ms [2021-05-05 02:30:49 main:581] : INFO : Epoch 1732 | loss: 0.0310003 | val_loss: 0.0312699 | Time: 2023.74 ms [2021-05-05 02:30:50 main:581] : INFO : Epoch 1733 | loss: 0.0310008 | val_loss: 0.0312773 | Time: 1881.87 ms [2021-05-05 02:30:52 main:581] : INFO : Epoch 1734 | loss: 0.0310013 | val_loss: 0.0312704 | Time: 1926.89 ms [2021-05-05 02:30:54 main:581] : INFO : Epoch 1735 | loss: 0.0309976 | val_loss: 0.0312685 | Time: 1983.56 ms [2021-05-05 02:30:56 main:581] : INFO : Epoch 1736 | loss: 0.030989 | val_loss: 0.0312625 | Time: 1963.71 ms [2021-05-05 02:30:58 main:581] : INFO : Epoch 1737 | loss: 0.0309958 | val_loss: 0.0312941 | Time: 1929.27 ms [2021-05-05 02:31:00 main:581] : INFO : Epoch 1738 | loss: 0.030987 | val_loss: 0.0312654 | Time: 1980.26 ms [2021-05-05 02:31:02 main:581] : INFO : Epoch 1739 | loss: 0.0309868 | val_loss: 0.0312681 | Time: 1962.24 ms [2021-05-05 02:31:04 main:581] : INFO : Epoch 1740 | loss: 0.0309883 | val_loss: 0.0312701 | Time: 1994.96 ms [2021-05-05 02:31:06 main:581] : INFO : Epoch 1741 | loss: 0.0309881 | val_loss: 0.0312665 | Time: 2027.19 ms [2021-05-05 02:31:08 main:581] : INFO : Epoch 1742 | loss: 0.030994 | val_loss: 0.031279 | Time: 1994.21 ms [2021-05-05 02:31:10 main:581] : INFO : Epoch 1743 | loss: 0.0310345 | val_loss: 0.0312848 | Time: 1888.02 ms [2021-05-05 02:31:12 main:581] : INFO : Epoch 1744 | loss: 0.031021 | val_loss: 0.0312699 | Time: 1984.93 ms [2021-05-05 02:31:14 main:581] : INFO : Epoch 1745 | loss: 0.0310141 | val_loss: 0.0312773 | Time: 1981.81 ms [2021-05-05 02:31:16 main:581] : INFO : Epoch 1746 | loss: 0.0310021 | val_loss: 0.0312664 | Time: 1945.94 ms [2021-05-05 02:31:18 main:581] : INFO : Epoch 1747 | loss: 0.0309905 | val_loss: 0.031291 | Time: 1985.97 ms [2021-05-05 02:31:20 main:581] : INFO : Epoch 1748 | loss: 0.0309907 | val_loss: 0.0312594 | Time: 1932.79 ms [2021-05-05 02:31:22 main:581] : INFO : Epoch 1749 | loss: 0.0309932 | val_loss: 0.0312961 | Time: 1971 ms [2021-05-05 02:31:24 main:581] : INFO : Epoch 1750 | loss: 0.0309918 | val_loss: 0.0312795 | Time: 1989.06 ms [2021-05-05 02:31:26 main:581] : INFO : Epoch 1751 | loss: 0.0309905 | val_loss: 0.031274 | Time: 2009.32 ms [2021-05-05 02:31:28 main:581] : INFO : Epoch 1752 | loss: 0.0309937 | val_loss: 0.0312727 | Time: 1980.42 ms [2021-05-05 02:31:30 main:581] : INFO : Epoch 1753 | loss: 0.0309888 | val_loss: 0.0312782 | Time: 1989.1 ms [2021-05-05 02:31:32 main:581] : INFO : Epoch 1754 | loss: 0.0309856 | val_loss: 0.0312862 | Time: 1921.65 ms [2021-05-05 02:31:34 main:581] : INFO : Epoch 1755 | loss: 0.0309991 | val_loss: 0.0312989 | Time: 1956.01 ms [2021-05-05 02:31:36 main:581] : INFO : Epoch 1756 | loss: 0.0310056 | val_loss: 0.0312829 | Time: 1953.61 ms [2021-05-05 02:31:38 main:581] : INFO : Epoch 1757 | loss: 0.0309935 | val_loss: 0.0312755 | Time: 1957.28 ms [2021-05-05 02:31:40 main:581] : INFO : Epoch 1758 | loss: 0.0309844 | val_loss: 0.0312635 | Time: 2067.65 ms [2021-05-05 02:31:42 main:581] : INFO : Epoch 1759 | loss: 0.0309848 | val_loss: 0.0312834 | Time: 1941.06 ms [2021-05-05 02:31:44 main:581] : INFO : Epoch 1760 | loss: 0.0309874 | val_loss: 0.0312634 | Time: 1979.23 ms [2021-05-05 02:31:46 main:581] : INFO : Epoch 1761 | loss: 0.0309897 | val_loss: 0.0312713 | Time: 1971.54 ms [2021-05-05 02:31:48 main:581] : INFO : Epoch 1762 | loss: 0.0309893 | val_loss: 0.0312855 | Time: 1903.26 ms [2021-05-05 02:31:49 main:581] : INFO : Epoch 1763 | loss: 0.0309974 | val_loss: 0.0312528 | Time: 1980.5 ms [2021-05-05 02:31:51 main:581] : INFO : Epoch 1764 | loss: 0.0309957 | val_loss: 0.031265 | Time: 1948.91 ms [2021-05-05 02:31:53 main:581] : INFO : Epoch 1765 | loss: 0.0309879 | val_loss: 0.0313139 | Time: 1965.47 ms [2021-05-05 02:31:55 main:581] : INFO : Epoch 1766 | loss: 0.0309897 | val_loss: 0.0312756 | Time: 1966.03 ms [2021-05-05 02:31:57 main:581] : INFO : Epoch 1767 | loss: 0.0309941 | val_loss: 0.0312774 | Time: 1986.04 ms [2021-05-05 02:31:59 main:581] : INFO : Epoch 1768 | loss: 0.0309947 | val_loss: 0.0312791 | Time: 1942.75 ms [2021-05-05 02:32:01 main:581] : INFO : Epoch 1769 | loss: 0.0309894 | val_loss: 0.0312856 | Time: 1941.67 ms [2021-05-05 02:32:03 main:581] : INFO : Epoch 1770 | loss: 0.0309869 | val_loss: 0.0312798 | Time: 1957.7 ms [2021-05-05 02:32:05 main:581] : INFO : Epoch 1771 | loss: 0.0309834 | val_loss: 0.03126 | Time: 1977.76 ms [2021-05-05 02:32:07 main:581] : INFO : Epoch 1772 | loss: 0.0309863 | val_loss: 0.0312903 | Time: 2005.75 ms [2021-05-05 02:32:09 main:581] : INFO : Epoch 1773 | loss: 0.0309937 | val_loss: 0.0312748 | Time: 1964.44 ms [2021-05-05 02:32:11 main:581] : INFO : Epoch 1774 | loss: 0.0309938 | val_loss: 0.0312593 | Time: 1870.43 ms [2021-05-05 02:32:13 main:581] : INFO : Epoch 1775 | loss: 0.0309921 | val_loss: 0.031293 | Time: 2015.54 ms [2021-05-05 02:32:15 main:581] : INFO : Epoch 1776 | loss: 0.0309923 | val_loss: 0.0312601 | Time: 1974.93 ms [2021-05-05 02:32:17 main:581] : INFO : Epoch 1777 | loss: 0.0309944 | val_loss: 0.0312563 | Time: 1953.48 ms [2021-05-05 02:32:19 main:581] : INFO : Epoch 1778 | loss: 0.0309954 | val_loss: 0.0312543 | Time: 1981.62 ms [2021-05-05 02:32:21 main:581] : INFO : Epoch 1779 | loss: 0.0309902 | val_loss: 0.0312824 | Time: 2124.71 ms [2021-05-05 02:32:23 main:581] : INFO : Epoch 1780 | loss: 0.0310017 | val_loss: 0.0312714 | Time: 2192.74 ms [2021-05-05 02:32:25 main:581] : INFO : Epoch 1781 | loss: 0.0309999 | val_loss: 0.0312615 | Time: 2034.34 ms [2021-05-05 02:32:27 main:581] : INFO : Epoch 1782 | loss: 0.0309962 | val_loss: 0.0312657 | Time: 2008.86 ms [2021-05-05 02:32:29 main:581] : INFO : Epoch 1783 | loss: 0.0309919 | val_loss: 0.0312623 | Time: 2000.16 ms [2021-05-05 02:32:31 main:581] : INFO : Epoch 1784 | loss: 0.0309884 | val_loss: 0.0312811 | Time: 1936.79 ms [2021-05-05 02:32:33 main:581] : INFO : Epoch 1785 | loss: 0.0309958 | val_loss: 0.031252 | Time: 1867.07 ms [2021-05-05 02:32:35 main:581] : INFO : Epoch 1786 | loss: 0.0310073 | val_loss: 0.0312677 | Time: 1866.7 ms [2021-05-05 02:32:37 main:581] : INFO : Epoch 1787 | loss: 0.0309923 | val_loss: 0.0312902 | Time: 1889.28 ms [2021-05-05 02:32:39 main:581] : INFO : Epoch 1788 | loss: 0.0310055 | val_loss: 0.0312634 | Time: 1835.92 ms [2021-05-05 02:32:41 main:581] : INFO : Epoch 1789 | loss: 0.0310109 | val_loss: 0.0312734 | Time: 1883.94 ms [2021-05-05 02:32:43 main:581] : INFO : Epoch 1790 | loss: 0.0310072 | val_loss: 0.0312709 | Time: 1987.88 ms [2021-05-05 02:32:44 main:581] : INFO : Epoch 1791 | loss: 0.0310007 | val_loss: 0.0312879 | Time: 1906.74 ms [2021-05-05 02:32:46 main:581] : INFO : Epoch 1792 | loss: 0.0310016 | val_loss: 0.031274 | Time: 1924.77 ms [2021-05-05 02:32:48 main:581] : INFO : Epoch 1793 | loss: 0.031003 | val_loss: 0.0312714 | Time: 1915.04 ms [2021-05-05 02:32:50 main:581] : INFO : Epoch 1794 | loss: 0.030993 | val_loss: 0.0312778 | Time: 1966.58 ms [2021-05-05 02:32:52 main:581] : INFO : Epoch 1795 | loss: 0.0309868 | val_loss: 0.0312827 | Time: 2018.35 ms [2021-05-05 02:32:54 main:581] : INFO : Epoch 1796 | loss: 0.0309803 | val_loss: 0.0312933 | Time: 1954.17 ms [2021-05-05 02:32:56 main:581] : INFO : Epoch 1797 | loss: 0.0309824 | val_loss: 0.0312686 | Time: 1950.5 ms [2021-05-05 02:32:58 main:581] : INFO : Epoch 1798 | loss: 0.0309852 | val_loss: 0.0313097 | Time: 2015.17 ms [2021-05-05 02:33:00 main:581] : INFO : Epoch 1799 | loss: 0.0310031 | val_loss: 0.0312583 | Time: 2021.92 ms [2021-05-05 02:33:02 main:581] : INFO : Epoch 1800 | loss: 0.0309896 | val_loss: 0.0312899 | Time: 2006.75 ms [2021-05-05 02:33:04 main:581] : INFO : Epoch 1801 | loss: 0.0309891 | val_loss: 0.0312717 | Time: 1983.96 ms [2021-05-05 02:33:06 main:581] : INFO : Epoch 1802 | loss: 0.0309839 | val_loss: 0.0312689 | Time: 1978.85 ms [2021-05-05 02:33:08 main:581] : INFO : Epoch 1803 | loss: 0.0309838 | val_loss: 0.0312713 | Time: 1945.32 ms [2021-05-05 02:33:10 main:581] : INFO : Epoch 1804 | loss: 0.030982 | val_loss: 0.0312909 | Time: 1919.02 ms [2021-05-05 02:33:12 main:581] : INFO : Epoch 1805 | loss: 0.0309827 | val_loss: 0.0312723 | Time: 1937.39 ms [2021-05-05 02:33:14 main:581] : INFO : Epoch 1806 | loss: 0.0309882 | val_loss: 0.031262 | Time: 1958.73 ms [2021-05-05 02:33:16 main:581] : INFO : Epoch 1807 | loss: 0.0309921 | val_loss: 0.0312742 | Time: 1602.87 ms [2021-05-05 02:33:17 main:581] : INFO : Epoch 1808 | loss: 0.0309907 | val_loss: 0.0312738 | Time: 1579.49 ms [2021-05-05 02:33:19 main:581] : INFO : Epoch 1809 | loss: 0.0309871 | val_loss: 0.0312721 | Time: 1555.16 ms [2021-05-05 02:33:21 main:581] : INFO : Epoch 1810 | loss: 0.0309854 | val_loss: 0.0312882 | Time: 1867.32 ms [2021-05-05 02:33:23 main:581] : INFO : Epoch 1811 | loss: 0.0309957 | val_loss: 0.031281 | Time: 1941.43 ms [2021-05-05 02:33:24 main:581] : INFO : Epoch 1812 | loss: 0.0309989 | val_loss: 0.0312801 | Time: 1974.28 ms [2021-05-05 02:33:26 main:581] : INFO : Epoch 1813 | loss: 0.0309912 | val_loss: 0.0312855 | Time: 1928.36 ms [2021-05-05 02:33:28 main:581] : INFO : Epoch 1814 | loss: 0.0309813 | val_loss: 0.0312996 | Time: 1944.61 ms [2021-05-05 02:33:30 main:581] : INFO : Epoch 1815 | loss: 0.0309776 | val_loss: 0.0312729 | Time: 1978.19 ms [2021-05-05 02:33:32 main:581] : INFO : Epoch 1816 | loss: 0.0309792 | val_loss: 0.0312643 | Time: 1934.59 ms [2021-05-05 02:33:34 main:581] : INFO : Epoch 1817 | loss: 0.0309896 | val_loss: 0.0312736 | Time: 2007.57 ms [2021-05-05 02:33:36 main:581] : INFO : Epoch 1818 | loss: 0.0309946 | val_loss: 0.0312593 | Time: 1956.18 ms [2021-05-05 02:33:38 main:581] : INFO : Epoch 1819 | loss: 0.0310003 | val_loss: 0.0312706 | Time: 1963.22 ms [2021-05-05 02:33:40 main:581] : INFO : Epoch 1820 | loss: 0.0309953 | val_loss: 0.0312618 | Time: 1937.01 ms [2021-05-05 02:33:42 main:581] : INFO : Epoch 1821 | loss: 0.030997 | val_loss: 0.0312834 | Time: 1999.99 ms [2021-05-05 02:33:44 main:581] : INFO : Epoch 1822 | loss: 0.0310115 | val_loss: 0.0312368 | Time: 1986.36 ms [2021-05-05 02:33:46 main:581] : INFO : Epoch 1823 | loss: 0.0310308 | val_loss: 0.0312649 | Time: 1960.99 ms [2021-05-05 02:33:48 main:581] : INFO : Epoch 1824 | loss: 0.031017 | val_loss: 0.0312566 | Time: 1973.27 ms [2021-05-05 02:33:50 main:581] : INFO : Epoch 1825 | loss: 0.0310059 | val_loss: 0.0312557 | Time: 2005.17 ms [2021-05-05 02:33:52 main:581] : INFO : Epoch 1826 | loss: 0.0309925 | val_loss: 0.0312741 | Time: 1983.47 ms [2021-05-05 02:33:54 main:581] : INFO : Epoch 1827 | loss: 0.030995 | val_loss: 0.0312874 | Time: 1964.59 ms [2021-05-05 02:33:56 main:581] : INFO : Epoch 1828 | loss: 0.0309835 | val_loss: 0.0312686 | Time: 1954.79 ms [2021-05-05 02:33:58 main:581] : INFO : Epoch 1829 | loss: 0.0309805 | val_loss: 0.0312858 | Time: 2012.51 ms [2021-05-05 02:34:00 main:581] : INFO : Epoch 1830 | loss: 0.0309904 | val_loss: 0.0312712 | Time: 2013.48 ms [2021-05-05 02:34:02 main:581] : INFO : Epoch 1831 | loss: 0.030985 | val_loss: 0.0312773 | Time: 2104.52 ms [2021-05-05 02:34:04 main:581] : INFO : Epoch 1832 | loss: 0.0309905 | val_loss: 0.031304 | Time: 2113.45 ms [2021-05-05 02:34:06 main:581] : INFO : Epoch 1833 | loss: 0.0309854 | val_loss: 0.0312617 | Time: 1987.45 ms [2021-05-05 02:34:08 main:581] : INFO : Epoch 1834 | loss: 0.0309932 | val_loss: 0.0312752 | Time: 1917.41 ms [2021-05-05 02:34:10 main:581] : INFO : Epoch 1835 | loss: 0.0309943 | val_loss: 0.0312807 | Time: 1958.28 ms [2021-05-05 02:34:12 main:581] : INFO : Epoch 1836 | loss: 0.0309939 | val_loss: 0.031252 | Time: 1891.02 ms [2021-05-05 02:34:14 main:581] : INFO : Epoch 1837 | loss: 0.0310043 | val_loss: 0.031266 | Time: 1930.34 ms [2021-05-05 02:34:16 main:581] : INFO : Epoch 1838 | loss: 0.0310114 | val_loss: 0.0312916 | Time: 1979.08 ms [2021-05-05 02:34:18 main:581] : INFO : Epoch 1839 | loss: 0.0310087 | val_loss: 0.0312763 | Time: 1921.29 ms [2021-05-05 02:34:20 main:581] : INFO : Epoch 1840 | loss: 0.0309997 | val_loss: 0.0312786 | Time: 1946.35 ms [2021-05-05 02:34:22 main:581] : INFO : Epoch 1841 | loss: 0.0309947 | val_loss: 0.0312627 | Time: 1985.25 ms [2021-05-05 02:34:24 main:581] : INFO : Epoch 1842 | loss: 0.0309904 | val_loss: 0.0312816 | Time: 1967.8 ms [2021-05-05 02:34:26 main:581] : INFO : Epoch 1843 | loss: 0.0309797 | val_loss: 0.0312849 | Time: 1985.63 ms [2021-05-05 02:34:28 main:581] : INFO : Epoch 1844 | loss: 0.0309801 | val_loss: 0.0312899 | Time: 2017.38 ms [2021-05-05 02:34:30 main:581] : INFO : Epoch 1845 | loss: 0.0309831 | val_loss: 0.0312733 | Time: 2015.15 ms [2021-05-05 02:34:32 main:581] : INFO : Epoch 1846 | loss: 0.0309832 | val_loss: 0.0312772 | Time: 1965.99 ms [2021-05-05 02:34:34 main:581] : INFO : Epoch 1847 | loss: 0.0309774 | val_loss: 0.0312668 | Time: 1975.29 ms [2021-05-05 02:34:36 main:581] : INFO : Epoch 1848 | loss: 0.030982 | val_loss: 0.0312673 | Time: 2012.05 ms [2021-05-05 02:34:38 main:581] : INFO : Epoch 1849 | loss: 0.0309907 | val_loss: 0.0312619 | Time: 2008.82 ms [2021-05-05 02:34:40 main:581] : INFO : Epoch 1850 | loss: 0.0309933 | val_loss: 0.0313052 | Time: 2002.61 ms [2021-05-05 02:34:42 main:581] : INFO : Epoch 1851 | loss: 0.0309865 | val_loss: 0.0312774 | Time: 1965.83 ms [2021-05-05 02:34:44 main:581] : INFO : Epoch 1852 | loss: 0.0309905 | val_loss: 0.0312752 | Time: 1985.1 ms [2021-05-05 02:34:46 main:581] : INFO : Epoch 1853 | loss: 0.0310011 | val_loss: 0.0312407 | Time: 1969.06 ms [2021-05-05 02:34:48 main:581] : INFO : Epoch 1854 | loss: 0.0310127 | val_loss: 0.0312628 | Time: 1920.42 ms [2021-05-05 02:34:50 main:581] : INFO : Epoch 1855 | loss: 0.0310153 | val_loss: 0.0313803 | Time: 1978.8 ms [2021-05-05 02:34:51 main:581] : INFO : Epoch 1856 | loss: 0.0345057 | val_loss: 0.0357531 | Time: 1979.67 ms [2021-05-05 02:34:54 main:581] : INFO : Epoch 1857 | loss: 0.0364043 | val_loss: 0.0361629 | Time: 2082.08 ms [2021-05-05 02:34:56 main:581] : INFO : Epoch 1858 | loss: 0.0323208 | val_loss: 0.0313863 | Time: 2177.18 ms [2021-05-05 02:34:58 main:581] : INFO : Epoch 1859 | loss: 0.0313451 | val_loss: 0.0312801 | Time: 1960.98 ms [2021-05-05 02:35:00 main:581] : INFO : Epoch 1860 | loss: 0.0312716 | val_loss: 0.0312569 | Time: 1998.38 ms [2021-05-05 02:35:02 main:581] : INFO : Epoch 1861 | loss: 0.0312546 | val_loss: 0.0312528 | Time: 1970.05 ms [2021-05-05 02:35:04 main:581] : INFO : Epoch 1862 | loss: 0.0312516 | val_loss: 0.031251 | Time: 1950.08 ms [2021-05-05 02:35:06 main:581] : INFO : Epoch 1863 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1979.13 ms [2021-05-05 02:35:08 main:581] : INFO : Epoch 1864 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 2009.87 ms [2021-05-05 02:35:10 main:581] : INFO : Epoch 1865 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1984.46 ms [2021-05-05 02:35:12 main:581] : INFO : Epoch 1866 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1964.04 ms [2021-05-05 02:35:14 main:581] : INFO : Epoch 1867 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1980.52 ms [2021-05-05 02:35:16 main:581] : INFO : Epoch 1868 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1979.79 ms [2021-05-05 02:35:17 main:581] : INFO : Epoch 1869 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1932.91 ms [2021-05-05 02:35:19 main:581] : INFO : Epoch 1870 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1889.77 ms [2021-05-05 02:35:21 main:581] : INFO : Epoch 1871 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2024.12 ms [2021-05-05 02:35:23 main:581] : INFO : Epoch 1872 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1972.8 ms [2021-05-05 02:35:25 main:581] : INFO : Epoch 1873 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 2031.69 ms [2021-05-05 02:35:27 main:581] : INFO : Epoch 1874 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 2011.36 ms [2021-05-05 02:35:29 main:581] : INFO : Epoch 1875 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1983.09 ms [2021-05-05 02:35:31 main:581] : INFO : Epoch 1876 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 2001.91 ms [2021-05-05 02:35:33 main:581] : INFO : Epoch 1877 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2061.62 ms [2021-05-05 02:35:36 main:581] : INFO : Epoch 1878 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 2087.2 ms [2021-05-05 02:35:38 main:581] : INFO : Epoch 1879 | loss: 0.0312497 | val_loss: 0.031249 | Time: 2023.79 ms [2021-05-05 02:35:40 main:581] : INFO : Epoch 1880 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 2319.2 ms [2021-05-05 02:35:42 main:581] : INFO : Epoch 1881 | loss: 0.031249 | val_loss: 0.0312492 | Time: 1981.18 ms [2021-05-05 02:35:44 main:581] : INFO : Epoch 1882 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 1963 ms [2021-05-05 02:35:46 main:581] : INFO : Epoch 1883 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 1984.78 ms [2021-05-05 02:35:48 main:581] : INFO : Epoch 1884 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 1939.13 ms [2021-05-05 02:35:50 main:581] : INFO : Epoch 1885 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 1927.18 ms [2021-05-05 02:35:52 main:581] : INFO : Epoch 1886 | loss: 0.0312486 | val_loss: 0.031249 | Time: 1960.54 ms [2021-05-05 02:35:54 main:581] : INFO : Epoch 1887 | loss: 0.0312483 | val_loss: 0.0312485 | Time: 1978.87 ms [2021-05-05 02:35:56 main:581] : INFO : Epoch 1888 | loss: 0.0312485 | val_loss: 0.0312492 | Time: 1983.1 ms [2021-05-05 02:35:58 main:581] : INFO : Epoch 1889 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 2001.52 ms [2021-05-05 02:36:00 main:581] : INFO : Epoch 1890 | loss: 0.0312481 | val_loss: 0.0312482 | Time: 1928.62 ms [2021-05-05 02:36:01 main:581] : INFO : Epoch 1891 | loss: 0.0312484 | val_loss: 0.0312485 | Time: 1875.37 ms [2021-05-05 02:36:03 main:581] : INFO : Epoch 1892 | loss: 0.031248 | val_loss: 0.0312477 | Time: 1559.12 ms [2021-05-05 02:36:05 main:581] : INFO : Epoch 1893 | loss: 0.0312483 | val_loss: 0.0312475 | Time: 1853.47 ms [2021-05-05 02:36:07 main:581] : INFO : Epoch 1894 | loss: 0.0312475 | val_loss: 0.031248 | Time: 1878.95 ms [2021-05-05 02:36:09 main:581] : INFO : Epoch 1895 | loss: 0.0312478 | val_loss: 0.0312478 | Time: 1972.72 ms [2021-05-05 02:36:11 main:581] : INFO : Epoch 1896 | loss: 0.0312508 | val_loss: 0.0312496 | Time: 1948.52 ms [2021-05-05 02:36:13 main:581] : INFO : Epoch 1897 | loss: 0.0312485 | val_loss: 0.0312476 | Time: 1929.42 ms [2021-05-05 02:36:14 main:581] : INFO : Epoch 1898 | loss: 0.0312487 | val_loss: 0.0312466 | Time: 1893.61 ms [2021-05-05 02:36:16 main:581] : INFO : Epoch 1899 | loss: 0.0312478 | val_loss: 0.0312469 | Time: 1959.16 ms [2021-05-05 02:36:18 main:581] : INFO : Epoch 1900 | loss: 0.0312478 | val_loss: 0.0312464 | Time: 1957.32 ms [2021-05-05 02:36:20 main:581] : INFO : Epoch 1901 | loss: 0.0312482 | val_loss: 0.0312466 | Time: 1952.24 ms [2021-05-05 02:36:22 main:581] : INFO : Epoch 1902 | loss: 0.031249 | val_loss: 0.0312477 | Time: 1920.39 ms [2021-05-05 02:36:24 main:581] : INFO : Epoch 1903 | loss: 0.0312481 | val_loss: 0.0312474 | Time: 1917.92 ms [2021-05-05 02:36:26 main:581] : INFO : Epoch 1904 | loss: 0.0312474 | val_loss: 0.0312461 | Time: 2000.32 ms [2021-05-05 02:36:28 main:581] : INFO : Epoch 1905 | loss: 0.0312453 | val_loss: 0.031246 | Time: 1969.9 ms [2021-05-05 02:36:30 main:581] : INFO : Epoch 1906 | loss: 0.0312457 | val_loss: 0.0312463 | Time: 1977.21 ms [2021-05-05 02:36:32 main:581] : INFO : Epoch 1907 | loss: 0.0312459 | val_loss: 0.0312462 | Time: 1986.66 ms [2021-05-05 02:36:34 main:581] : INFO : Epoch 1908 | loss: 0.0312453 | val_loss: 0.0312498 | Time: 1928.5 ms [2021-05-05 02:36:36 main:581] : INFO : Epoch 1909 | loss: 0.0312458 | val_loss: 0.0312439 | Time: 1971.16 ms [2021-05-05 02:36:38 main:581] : INFO : Epoch 1910 | loss: 0.0312448 | val_loss: 0.0312462 | Time: 2000.96 ms [2021-05-05 02:36:40 main:581] : INFO : Epoch 1911 | loss: 0.0312468 | val_loss: 0.0312535 | Time: 1984.47 ms [2021-05-05 02:36:42 main:581] : INFO : Epoch 1912 | loss: 0.0312488 | val_loss: 0.0312457 | Time: 1966.31 ms [2021-05-05 02:36:44 main:581] : INFO : Epoch 1913 | loss: 0.0312439 | val_loss: 0.0312425 | Time: 2017.95 ms [2021-05-05 02:36:46 main:581] : INFO : Epoch 1914 | loss: 0.031242 | val_loss: 0.031243 | Time: 1956.44 ms [2021-05-05 02:36:48 main:581] : INFO : Epoch 1915 | loss: 0.0312428 | val_loss: 0.0312416 | Time: 1981.88 ms [2021-05-05 02:36:50 main:581] : INFO : Epoch 1916 | loss: 0.0312429 | val_loss: 0.0312432 | Time: 1992.29 ms [2021-05-05 02:36:52 main:581] : INFO : Epoch 1917 | loss: 0.0312405 | val_loss: 0.0312403 | Time: 1997.62 ms [2021-05-05 02:36:54 main:581] : INFO : Epoch 1918 | loss: 0.0312417 | val_loss: 0.0312665 | Time: 1980.48 ms [2021-05-05 02:36:56 main:581] : INFO : Epoch 1919 | loss: 0.0312517 | val_loss: 0.0312389 | Time: 1983.54 ms [2021-05-05 02:36:58 main:581] : INFO : Epoch 1920 | loss: 0.0312444 | val_loss: 0.0312455 | Time: 1937.82 ms [2021-05-05 02:37:00 main:581] : INFO : Epoch 1921 | loss: 0.0312407 | val_loss: 0.031238 | Time: 1925.85 ms [2021-05-05 02:37:02 main:581] : INFO : Epoch 1922 | loss: 0.0312379 | val_loss: 0.0312387 | Time: 1932.26 ms [2021-05-05 02:37:04 main:581] : INFO : Epoch 1923 | loss: 0.0312365 | val_loss: 0.0312371 | Time: 1944.28 ms [2021-05-05 02:37:06 main:581] : INFO : Epoch 1924 | loss: 0.0312364 | val_loss: 0.0312366 | Time: 1914.17 ms [2021-05-05 02:37:08 main:581] : INFO : Epoch 1925 | loss: 0.0312358 | val_loss: 0.0312379 | Time: 2008.29 ms [2021-05-05 02:37:10 main:581] : INFO : Epoch 1926 | loss: 0.0312345 | val_loss: 0.0312375 | Time: 2006.08 ms [2021-05-05 02:37:12 main:581] : INFO : Epoch 1927 | loss: 0.0312488 | val_loss: 0.0312786 | Time: 1982.61 ms [2021-05-05 02:37:14 main:581] : INFO : Epoch 1928 | loss: 0.0312472 | val_loss: 0.031259 | Time: 2083.16 ms [2021-05-05 02:37:16 main:581] : INFO : Epoch 1929 | loss: 0.0312369 | val_loss: 0.0312334 | Time: 2042.2 ms [2021-05-05 02:37:18 main:581] : INFO : Epoch 1930 | loss: 0.0312381 | val_loss: 0.0312347 | Time: 1946 ms [2021-05-05 02:37:20 main:581] : INFO : Epoch 1931 | loss: 0.0312323 | val_loss: 0.0312293 | Time: 1981.27 ms [2021-05-05 02:37:22 main:581] : INFO : Epoch 1932 | loss: 0.0312312 | val_loss: 0.0312416 | Time: 2005.8 ms [2021-05-05 02:37:23 main:581] : INFO : Epoch 1933 | loss: 0.031231 | val_loss: 0.0312297 | Time: 1918.81 ms [2021-05-05 02:37:26 main:581] : INFO : Epoch 1934 | loss: 0.0312305 | val_loss: 0.0312348 | Time: 2075.38 ms [2021-05-05 02:37:27 main:581] : INFO : Epoch 1935 | loss: 0.0312274 | val_loss: 0.0312241 | Time: 1923.55 ms [2021-05-05 02:37:29 main:581] : INFO : Epoch 1936 | loss: 0.0312228 | val_loss: 0.031222 | Time: 1936.52 ms [2021-05-05 02:37:31 main:581] : INFO : Epoch 1937 | loss: 0.0312289 | val_loss: 0.0312497 | Time: 1855.05 ms [2021-05-05 02:37:33 main:581] : INFO : Epoch 1938 | loss: 0.0312361 | val_loss: 0.0312202 | Time: 1928.63 ms [2021-05-05 02:37:35 main:581] : INFO : Epoch 1939 | loss: 0.0312238 | val_loss: 0.0312253 | Time: 1980.16 ms [2021-05-05 02:37:37 main:581] : INFO : Epoch 1940 | loss: 0.0312188 | val_loss: 0.0312187 | Time: 1975.64 ms [2021-05-05 02:37:39 main:581] : INFO : Epoch 1941 | loss: 0.0312184 | val_loss: 0.0312246 | Time: 1997.19 ms [2021-05-05 02:37:41 main:581] : INFO : Epoch 1942 | loss: 0.0312183 | val_loss: 0.0312206 | Time: 1977.74 ms [2021-05-05 02:37:43 main:581] : INFO : Epoch 1943 | loss: 0.0312195 | val_loss: 0.0312177 | Time: 1901.02 ms [2021-05-05 02:37:45 main:581] : INFO : Epoch 1944 | loss: 0.0312134 | val_loss: 0.0312217 | Time: 1972.05 ms [2021-05-05 02:37:47 main:581] : INFO : Epoch 1945 | loss: 0.0312156 | val_loss: 0.0312237 | Time: 1911.52 ms [2021-05-05 02:37:49 main:581] : INFO : Epoch 1946 | loss: 0.031218 | val_loss: 0.0312202 | Time: 1583.41 ms [2021-05-05 02:37:50 main:581] : INFO : Epoch 1947 | loss: 0.0312155 | val_loss: 0.0312218 | Time: 1600.61 ms [2021-05-05 02:37:52 main:581] : INFO : Epoch 1948 | loss: 0.0312134 | val_loss: 0.0312173 | Time: 1943.32 ms [2021-05-05 02:37:54 main:581] : INFO : Epoch 1949 | loss: 0.0312103 | val_loss: 0.0312105 | Time: 1926.91 ms [2021-05-05 02:37:56 main:581] : INFO : Epoch 1950 | loss: 0.0312111 | val_loss: 0.0312128 | Time: 1909.91 ms [2021-05-05 02:37:58 main:581] : INFO : Epoch 1951 | loss: 0.0312115 | val_loss: 0.0312093 | Time: 1927.17 ms [2021-05-05 02:38:00 main:581] : INFO : Epoch 1952 | loss: 0.0312111 | val_loss: 0.0312102 | Time: 1914.16 ms [2021-05-05 02:38:02 main:581] : INFO : Epoch 1953 | loss: 0.0312119 | val_loss: 0.0312298 | Time: 1979.44 ms [2021-05-05 02:38:04 main:581] : INFO : Epoch 1954 | loss: 0.031212 | val_loss: 0.0312082 | Time: 1941.7 ms [2021-05-05 02:38:06 main:581] : INFO : Epoch 1955 | loss: 0.0312083 | val_loss: 0.0312125 | Time: 2009.03 ms [2021-05-05 02:38:08 main:581] : INFO : Epoch 1956 | loss: 0.0312077 | val_loss: 0.0312075 | Time: 1962.78 ms [2021-05-05 02:38:10 main:581] : INFO : Epoch 1957 | loss: 0.0312075 | val_loss: 0.0312092 | Time: 1963.86 ms [2021-05-05 02:38:12 main:581] : INFO : Epoch 1958 | loss: 0.0312081 | val_loss: 0.031206 | Time: 1963.66 ms [2021-05-05 02:38:14 main:581] : INFO : Epoch 1959 | loss: 0.0312081 | val_loss: 0.0312058 | Time: 1974.42 ms [2021-05-05 02:38:16 main:581] : INFO : Epoch 1960 | loss: 0.0312111 | val_loss: 0.0312207 | Time: 1968.13 ms [2021-05-05 02:38:17 main:581] : INFO : Epoch 1961 | loss: 0.0312147 | val_loss: 0.0312055 | Time: 1973.05 ms [2021-05-05 02:38:19 main:581] : INFO : Epoch 1962 | loss: 0.0312044 | val_loss: 0.0312052 | Time: 2002.03 ms [2021-05-05 02:38:21 main:581] : INFO : Epoch 1963 | loss: 0.0312045 | val_loss: 0.0312205 | Time: 1973.54 ms [2021-05-05 02:38:24 main:581] : INFO : Epoch 1964 | loss: 0.031206 | val_loss: 0.0312029 | Time: 2188.92 ms [2021-05-05 02:38:26 main:581] : INFO : Epoch 1965 | loss: 0.0312016 | val_loss: 0.0312023 | Time: 1990.56 ms [2021-05-05 02:38:28 main:581] : INFO : Epoch 1966 | loss: 0.0312011 | val_loss: 0.0312065 | Time: 1950.62 ms [2021-05-05 02:38:30 main:581] : INFO : Epoch 1967 | loss: 0.0312065 | val_loss: 0.0312076 | Time: 1987.38 ms [2021-05-05 02:38:32 main:581] : INFO : Epoch 1968 | loss: 0.0312041 | val_loss: 0.0312052 | Time: 1932.74 ms [2021-05-05 02:38:33 main:581] : INFO : Epoch 1969 | loss: 0.031201 | val_loss: 0.0312062 | Time: 1940.29 ms [2021-05-05 02:38:35 main:581] : INFO : Epoch 1970 | loss: 0.0312029 | val_loss: 0.0312033 | Time: 2006.44 ms [2021-05-05 02:38:37 main:581] : INFO : Epoch 1971 | loss: 0.0312033 | val_loss: 0.031202 | Time: 1916 ms [2021-05-05 02:38:39 main:581] : INFO : Epoch 1972 | loss: 0.0311997 | val_loss: 0.0311992 | Time: 2008.75 ms [2021-05-05 02:38:41 main:581] : INFO : Epoch 1973 | loss: 0.0311974 | val_loss: 0.0311969 | Time: 1951.56 ms [2021-05-05 02:38:43 main:581] : INFO : Epoch 1974 | loss: 0.0311958 | val_loss: 0.0311967 | Time: 2022.85 ms [2021-05-05 02:38:45 main:581] : INFO : Epoch 1975 | loss: 0.031197 | val_loss: 0.0311961 | Time: 1951.16 ms [2021-05-05 02:38:47 main:581] : INFO : Epoch 1976 | loss: 0.0311956 | val_loss: 0.031195 | Time: 2018.79 ms [2021-05-05 02:38:49 main:581] : INFO : Epoch 1977 | loss: 0.0311938 | val_loss: 0.0311943 | Time: 2011.69 ms [2021-05-05 02:38:51 main:581] : INFO : Epoch 1978 | loss: 0.0311937 | val_loss: 0.0311947 | Time: 2001.25 ms [2021-05-05 02:38:53 main:581] : INFO : Epoch 1979 | loss: 0.0311986 | val_loss: 0.0311984 | Time: 1960.98 ms [2021-05-05 02:38:56 main:581] : INFO : Epoch 1980 | loss: 0.0311939 | val_loss: 0.0312004 | Time: 2239.73 ms [2021-05-05 02:38:58 main:581] : INFO : Epoch 1981 | loss: 0.0311964 | val_loss: 0.0311927 | Time: 2268.83 ms [2021-05-05 02:39:00 main:581] : INFO : Epoch 1982 | loss: 0.0311945 | val_loss: 0.031193 | Time: 2238.05 ms [2021-05-05 02:39:02 main:581] : INFO : Epoch 1983 | loss: 0.0311934 | val_loss: 0.0311925 | Time: 2086.81 ms [2021-05-05 02:39:04 main:581] : INFO : Epoch 1984 | loss: 0.0311926 | val_loss: 0.0311916 | Time: 1990.41 ms [2021-05-05 02:39:06 main:581] : INFO : Epoch 1985 | loss: 0.0311966 | val_loss: 0.0312095 | Time: 1984.08 ms [2021-05-05 02:39:08 main:581] : INFO : Epoch 1986 | loss: 0.0311992 | val_loss: 0.0311925 | Time: 1900.22 ms [2021-05-05 02:39:10 main:581] : INFO : Epoch 1987 | loss: 0.0311945 | val_loss: 0.0311926 | Time: 1950.85 ms [2021-05-05 02:39:12 main:581] : INFO : Epoch 1988 | loss: 0.0311923 | val_loss: 0.0311922 | Time: 1992.25 ms [2021-05-05 02:39:14 main:581] : INFO : Epoch 1989 | loss: 0.0311912 | val_loss: 0.0311908 | Time: 1922.84 ms [2021-05-05 02:39:16 main:581] : INFO : Epoch 1990 | loss: 0.0311922 | val_loss: 0.0312014 | Time: 2016.47 ms [2021-05-05 02:39:18 main:581] : INFO : Epoch 1991 | loss: 0.031193 | val_loss: 0.0311906 | Time: 1979.82 ms [2021-05-05 02:39:20 main:581] : INFO : Epoch 1992 | loss: 0.03119 | val_loss: 0.0311908 | Time: 1971.41 ms [2021-05-05 02:39:22 main:581] : INFO : Epoch 1993 | loss: 0.03119 | val_loss: 0.0311901 | Time: 1968.64 ms [2021-05-05 02:39:24 main:581] : INFO : Epoch 1994 | loss: 0.0311903 | val_loss: 0.031191 | Time: 1975.16 ms [2021-05-05 02:39:26 main:581] : INFO : Epoch 1995 | loss: 0.0311951 | val_loss: 0.0311952 | Time: 1928.74 ms [2021-05-05 02:39:28 main:581] : INFO : Epoch 1996 | loss: 0.0311918 | val_loss: 0.0311903 | Time: 2000.93 ms [2021-05-05 02:39:30 main:581] : INFO : Epoch 1997 | loss: 0.0311899 | val_loss: 0.0311917 | Time: 1934.64 ms [2021-05-05 02:39:32 main:581] : INFO : Epoch 1998 | loss: 0.0311928 | val_loss: 0.0311895 | Time: 1978.07 ms [2021-05-05 02:39:34 main:581] : INFO : Epoch 1999 | loss: 0.0311897 | val_loss: 0.0311897 | Time: 1975.05 ms [2021-05-05 02:39:36 main:581] : INFO : Epoch 2000 | loss: 0.031191 | val_loss: 0.0311936 | Time: 2016.55 ms [2021-05-05 02:39:38 main:581] : INFO : Epoch 2001 | loss: 0.0312038 | val_loss: 0.031194 | Time: 1958.57 ms [2021-05-05 02:39:40 main:581] : INFO : Epoch 2002 | loss: 0.0311952 | val_loss: 0.0311934 | Time: 1984.61 ms [2021-05-05 02:39:42 main:581] : INFO : Epoch 2003 | loss: 0.031191 | val_loss: 0.0311895 | Time: 1961.82 ms [2021-05-05 02:39:43 main:581] : INFO : Epoch 2004 | loss: 0.0311904 | val_loss: 0.0311912 | Time: 1966.02 ms [2021-05-05 02:39:45 main:581] : INFO : Epoch 2005 | loss: 0.0311893 | val_loss: 0.0311971 | Time: 1946.36 ms [2021-05-05 02:39:47 main:581] : INFO : Epoch 2006 | loss: 0.0311907 | val_loss: 0.03119 | Time: 1955.02 ms [2021-05-05 02:39:49 main:581] : INFO : Epoch 2007 | loss: 0.0311889 | val_loss: 0.0311887 | Time: 1937.92 ms [2021-05-05 02:39:51 main:581] : INFO : Epoch 2008 | loss: 0.0311884 | val_loss: 0.0311885 | Time: 1938.39 ms [2021-05-05 02:39:53 main:581] : INFO : Epoch 2009 | loss: 0.0311879 | val_loss: 0.0311884 | Time: 1924.23 ms [2021-05-05 02:39:55 main:581] : INFO : Epoch 2010 | loss: 0.0311895 | val_loss: 0.0311886 | Time: 1949.25 ms [2021-05-05 02:39:57 main:581] : INFO : Epoch 2011 | loss: 0.0311891 | val_loss: 0.0311908 | Time: 2060.84 ms [2021-05-05 02:39:59 main:581] : INFO : Epoch 2012 | loss: 0.0311895 | val_loss: 0.0311953 | Time: 1872.59 ms [2021-05-05 02:40:01 main:581] : INFO : Epoch 2013 | loss: 0.0311987 | val_loss: 0.0311965 | Time: 1972.08 ms [2021-05-05 02:40:03 main:581] : INFO : Epoch 2014 | loss: 0.0311966 | val_loss: 0.0311993 | Time: 1933.77 ms [2021-05-05 02:40:05 main:581] : INFO : Epoch 2015 | loss: 0.0311939 | val_loss: 0.0312019 | Time: 2036.14 ms [2021-05-05 02:40:07 main:581] : INFO : Epoch 2016 | loss: 0.0311913 | val_loss: 0.031191 | Time: 1992.68 ms [2021-05-05 02:40:09 main:581] : INFO : Epoch 2017 | loss: 0.0311893 | val_loss: 0.0311879 | Time: 2023.6 ms [2021-05-05 02:40:11 main:581] : INFO : Epoch 2018 | loss: 0.0311906 | val_loss: 0.0311879 | Time: 1935.68 ms [2021-05-05 02:40:13 main:581] : INFO : Epoch 2019 | loss: 0.0311893 | val_loss: 0.0311882 | Time: 1989.91 ms [2021-05-05 02:40:15 main:581] : INFO : Epoch 2020 | loss: 0.0311879 | val_loss: 0.0311873 | Time: 1992.03 ms [2021-05-05 02:40:17 main:581] : INFO : Epoch 2021 | loss: 0.0311876 | val_loss: 0.0311898 | Time: 1971.66 ms [2021-05-05 02:40:19 main:581] : INFO : Epoch 2022 | loss: 0.0311898 | val_loss: 0.0311876 | Time: 1966.15 ms [2021-05-05 02:40:21 main:581] : INFO : Epoch 2023 | loss: 0.0311886 | val_loss: 0.0311871 | Time: 1967.75 ms [2021-05-05 02:40:23 main:581] : INFO : Epoch 2024 | loss: 0.0311891 | val_loss: 0.0311874 | Time: 1989.1 ms [2021-05-05 02:40:25 main:581] : INFO : Epoch 2025 | loss: 0.0311891 | val_loss: 0.0311897 | Time: 1942.05 ms [2021-05-05 02:40:27 main:581] : INFO : Epoch 2026 | loss: 0.0311867 | val_loss: 0.0311868 | Time: 1983.88 ms [2021-05-05 02:40:29 main:581] : INFO : Epoch 2027 | loss: 0.0311871 | val_loss: 0.0311885 | Time: 1947.84 ms [2021-05-05 02:40:31 main:581] : INFO : Epoch 2028 | loss: 0.031186 | val_loss: 0.031186 | Time: 1910.51 ms [2021-05-05 02:40:33 main:581] : INFO : Epoch 2029 | loss: 0.0311867 | val_loss: 0.0311899 | Time: 1994.02 ms [2021-05-05 02:40:35 main:581] : INFO : Epoch 2030 | loss: 0.0311875 | val_loss: 0.0311897 | Time: 1994.26 ms [2021-05-05 02:40:37 main:581] : INFO : Epoch 2031 | loss: 0.0311861 | val_loss: 0.031186 | Time: 2001.71 ms [2021-05-05 02:40:39 main:581] : INFO : Epoch 2032 | loss: 0.0311839 | val_loss: 0.0311828 | Time: 1953.48 ms [2021-05-05 02:40:40 main:581] : INFO : Epoch 2033 | loss: 0.0311873 | val_loss: 0.0311832 | Time: 1897.01 ms [2021-05-05 02:40:42 main:581] : INFO : Epoch 2034 | loss: 0.0311872 | val_loss: 0.0311821 | Time: 1962.51 ms [2021-05-05 02:40:44 main:581] : INFO : Epoch 2035 | loss: 0.0311874 | val_loss: 0.0311899 | Time: 1926.45 ms [2021-05-05 02:40:46 main:581] : INFO : Epoch 2036 | loss: 0.0311884 | val_loss: 0.0311938 | Time: 1916.66 ms [2021-05-05 02:40:48 main:581] : INFO : Epoch 2037 | loss: 0.0311814 | val_loss: 0.0311804 | Time: 1954.08 ms [2021-05-05 02:40:50 main:581] : INFO : Epoch 2038 | loss: 0.0311799 | val_loss: 0.0311794 | Time: 1953.91 ms [2021-05-05 02:40:52 main:581] : INFO : Epoch 2039 | loss: 0.031184 | val_loss: 0.0311847 | Time: 1953.48 ms [2021-05-05 02:40:54 main:581] : INFO : Epoch 2040 | loss: 0.031185 | val_loss: 0.0311811 | Time: 1988.94 ms [2021-05-05 02:40:56 main:581] : INFO : Epoch 2041 | loss: 0.0311789 | val_loss: 0.0311775 | Time: 1912.57 ms [2021-05-05 02:40:58 main:581] : INFO : Epoch 2042 | loss: 0.031178 | val_loss: 0.0311774 | Time: 1976.66 ms [2021-05-05 02:41:00 main:581] : INFO : Epoch 2043 | loss: 0.0311796 | val_loss: 0.0311813 | Time: 1951.61 ms [2021-05-05 02:41:02 main:581] : INFO : Epoch 2044 | loss: 0.0311773 | val_loss: 0.0311753 | Time: 1950.85 ms [2021-05-05 02:41:04 main:581] : INFO : Epoch 2045 | loss: 0.0311767 | val_loss: 0.0311749 | Time: 1963.5 ms [2021-05-05 02:41:06 main:581] : INFO : Epoch 2046 | loss: 0.0311772 | val_loss: 0.031176 | Time: 1987.27 ms [2021-05-05 02:41:08 main:581] : INFO : Epoch 2047 | loss: 0.0311756 | val_loss: 0.0311738 | Time: 1980.46 ms [2021-05-05 02:41:10 main:581] : INFO : Epoch 2048 | loss: 0.0311742 | val_loss: 0.0311766 | Time: 2005.36 ms [2021-05-05 02:41:10 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311766 [2021-05-05 02:41:10 main:610] : INFO : Saving end state to config to file [2021-05-05 02:41:10 main:615] : INFO : Success, exiting.. 02:41:10 (3305239): 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)