Task 9004314
| Name | ParityModified-1636178289-7080-2-0_0 |
| Workunit | 6457882 |
| Created | 17 Nov 2021, 12:55:38 UTC |
| Sent | 23 Nov 2021, 16:42:50 UTC |
| Report deadline | 1 Dec 2021, 16:42:50 UTC |
| Received | 23 Nov 2021, 21:24:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16729 |
| Run time | 1 hours 9 min 27 sec |
| CPU time | 1 hours 8 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,141.80 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 | 10.49 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.14</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0310026 | val_loss: 0.0310704 | Time: 2014.63 ms
[2021-11-23 21:07:41 main:581] : INFO : Epoch 1539 | loss: 0.031 | val_loss: 0.0310529 | Time: 1988.18 ms
[2021-11-23 21:07:43 main:581] : INFO : Epoch 1540 | loss: 0.0309969 | val_loss: 0.0310534 | Time: 1986.31 ms
[2021-11-23 21:07:45 main:581] : INFO : Epoch 1541 | loss: 0.0309904 | val_loss: 0.031058 | Time: 1981.69 ms
[2021-11-23 21:07:47 main:581] : INFO : Epoch 1542 | loss: 0.0309903 | val_loss: 0.0310623 | Time: 1942.84 ms
[2021-11-23 21:07:49 main:581] : INFO : Epoch 1543 | loss: 0.030995 | val_loss: 0.0310539 | Time: 1959.94 ms
[2021-11-23 21:07:51 main:581] : INFO : Epoch 1544 | loss: 0.0309947 | val_loss: 0.0310638 | Time: 1985.28 ms
[2021-11-23 21:07:53 main:581] : INFO : Epoch 1545 | loss: 0.0309936 | val_loss: 0.0310601 | Time: 1984.59 ms
[2021-11-23 21:07:55 main:581] : INFO : Epoch 1546 | loss: 0.0309933 | val_loss: 0.0310691 | Time: 1986.91 ms
[2021-11-23 21:07:57 main:581] : INFO : Epoch 1547 | loss: 0.0309986 | val_loss: 0.0310654 | Time: 1977.51 ms
[2021-11-23 21:07:59 main:581] : INFO : Epoch 1548 | loss: 0.0309973 | val_loss: 0.0310566 | Time: 1957.48 ms
[2021-11-23 21:08:01 main:581] : INFO : Epoch 1549 | loss: 0.0309921 | val_loss: 0.0310548 | Time: 1971.37 ms
[2021-11-23 21:08:03 main:581] : INFO : Epoch 1550 | loss: 0.0309954 | val_loss: 0.0310671 | Time: 1945.02 ms
[2021-11-23 21:08:04 main:581] : INFO : Epoch 1551 | loss: 0.030991 | val_loss: 0.0310601 | Time: 1964.69 ms
[2021-11-23 21:08:06 main:581] : INFO : Epoch 1552 | loss: 0.0309896 | val_loss: 0.031057 | Time: 1958.34 ms
[2021-11-23 21:08:08 main:581] : INFO : Epoch 1553 | loss: 0.030987 | val_loss: 0.0310547 | Time: 1962.1 ms
[2021-11-23 21:08:10 main:581] : INFO : Epoch 1554 | loss: 0.0309957 | val_loss: 0.0310538 | Time: 1963.69 ms
[2021-11-23 21:08:12 main:581] : INFO : Epoch 1555 | loss: 0.030995 | val_loss: 0.0310538 | Time: 1999.63 ms
[2021-11-23 21:08:14 main:581] : INFO : Epoch 1556 | loss: 0.0309932 | val_loss: 0.0310571 | Time: 1975.29 ms
[2021-11-23 21:08:16 main:581] : INFO : Epoch 1557 | loss: 0.0309899 | val_loss: 0.0310591 | Time: 1976.82 ms
[2021-11-23 21:08:18 main:581] : INFO : Epoch 1558 | loss: 0.0309899 | val_loss: 0.0310763 | Time: 1961.43 ms
[2021-11-23 21:08:20 main:581] : INFO : Epoch 1559 | loss: 0.0309953 | val_loss: 0.0310528 | Time: 1941.98 ms
[2021-11-23 21:08:22 main:581] : INFO : Epoch 1560 | loss: 0.0309904 | val_loss: 0.0310631 | Time: 1925.75 ms
[2021-11-23 21:08:24 main:581] : INFO : Epoch 1561 | loss: 0.0309879 | val_loss: 0.0310631 | Time: 1941.77 ms
[2021-11-23 21:08:26 main:581] : INFO : Epoch 1562 | loss: 0.0309899 | val_loss: 0.0310627 | Time: 1960.17 ms
[2021-11-23 21:08:28 main:581] : INFO : Epoch 1563 | loss: 0.0309859 | val_loss: 0.0310633 | Time: 1942.67 ms
[2021-11-23 21:08:30 main:581] : INFO : Epoch 1564 | loss: 0.0309919 | val_loss: 0.031058 | Time: 1943.01 ms
[2021-11-23 21:08:32 main:581] : INFO : Epoch 1565 | loss: 0.0309931 | val_loss: 0.0310583 | Time: 1949.48 ms
[2021-11-23 21:08:34 main:581] : INFO : Epoch 1566 | loss: 0.0309916 | val_loss: 0.0310549 | Time: 1962.77 ms
[2021-11-23 21:08:36 main:581] : INFO : Epoch 1567 | loss: 0.0309945 | val_loss: 0.0310616 | Time: 1952 ms
[2021-11-23 21:08:38 main:581] : INFO : Epoch 1568 | loss: 0.0309985 | val_loss: 0.031059 | Time: 1963.85 ms
[2021-11-23 21:08:40 main:581] : INFO : Epoch 1569 | loss: 0.0309955 | val_loss: 0.0310622 | Time: 1978.74 ms
[2021-11-23 21:08:42 main:581] : INFO : Epoch 1570 | loss: 0.0309909 | val_loss: 0.0310645 | Time: 1957.3 ms
[2021-11-23 21:08:44 main:581] : INFO : Epoch 1571 | loss: 0.0309883 | val_loss: 0.0310551 | Time: 1968.31 ms
[2021-11-23 21:08:46 main:581] : INFO : Epoch 1572 | loss: 0.0309907 | val_loss: 0.0310552 | Time: 1974.58 ms
[2021-11-23 21:08:48 main:581] : INFO : Epoch 1573 | loss: 0.0309961 | val_loss: 0.0310574 | Time: 1965.81 ms
[2021-11-23 21:08:50 main:581] : INFO : Epoch 1574 | loss: 0.0309926 | val_loss: 0.0310573 | Time: 2004.17 ms
[2021-11-23 21:08:52 main:581] : INFO : Epoch 1575 | loss: 0.030995 | val_loss: 0.0310556 | Time: 1974.39 ms
[2021-11-23 21:08:54 main:581] : INFO : Epoch 1576 | loss: 0.0309901 | val_loss: 0.031064 | Time: 1979.52 ms
[2021-11-23 21:08:56 main:581] : INFO : Epoch 1577 | loss: 0.0309877 | val_loss: 0.0310555 | Time: 1957.35 ms
[2021-11-23 21:08:58 main:581] : INFO : Epoch 1578 | loss: 0.0309903 | val_loss: 0.0310594 | Time: 1975.19 ms
[2021-11-23 21:08:59 main:581] : INFO : Epoch 1579 | loss: 0.0309922 | val_loss: 0.0310597 | Time: 1966.86 ms
[2021-11-23 21:09:01 main:581] : INFO : Epoch 1580 | loss: 0.0309873 | val_loss: 0.0310614 | Time: 1983.35 ms
[2021-11-23 21:09:03 main:581] : INFO : Epoch 1581 | loss: 0.030989 | val_loss: 0.0310606 | Time: 1981.29 ms
[2021-11-23 21:09:05 main:581] : INFO : Epoch 1582 | loss: 0.0309927 | val_loss: 0.031058 | Time: 2001.98 ms
[2021-11-23 21:09:07 main:581] : INFO : Epoch 1583 | loss: 0.0309881 | val_loss: 0.0310637 | Time: 1955.95 ms
[2021-11-23 21:09:09 main:581] : INFO : Epoch 1584 | loss: 0.0309918 | val_loss: 0.0310577 | Time: 1969.2 ms
[2021-11-23 21:09:11 main:581] : INFO : Epoch 1585 | loss: 0.0309881 | val_loss: 0.0310658 | Time: 1975.5 ms
[2021-11-23 21:09:13 main:581] : INFO : Epoch 1586 | loss: 0.0309903 | val_loss: 0.0310611 | Time: 1989.46 ms
[2021-11-23 21:09:15 main:581] : INFO : Epoch 1587 | loss: 0.0309902 | val_loss: 0.0310623 | Time: 1962.86 ms
[2021-11-23 21:09:17 main:581] : INFO : Epoch 1588 | loss: 0.0309995 | val_loss: 0.0310598 | Time: 1992.29 ms
[2021-11-23 21:09:19 main:581] : INFO : Epoch 1589 | loss: 0.0309956 | val_loss: 0.0310526 | Time: 1987.66 ms
[2021-11-23 21:09:21 main:581] : INFO : Epoch 1590 | loss: 0.031 | val_loss: 0.0310653 | Time: 1981.13 ms
[2021-11-23 21:09:23 main:581] : INFO : Epoch 1591 | loss: 0.0310188 | val_loss: 0.0310587 | Time: 1948.17 ms
[2021-11-23 21:09:25 main:581] : INFO : Epoch 1592 | loss: 0.0310053 | val_loss: 0.031065 | Time: 1963.83 ms
[2021-11-23 21:09:27 main:581] : INFO : Epoch 1593 | loss: 0.0309945 | val_loss: 0.0310639 | Time: 1986.35 ms
[2021-11-23 21:09:29 main:581] : INFO : Epoch 1594 | loss: 0.0309938 | val_loss: 0.031065 | Time: 1955.46 ms
[2021-11-23 21:09:31 main:581] : INFO : Epoch 1595 | loss: 0.0309903 | val_loss: 0.0310607 | Time: 1960.4 ms
[2021-11-23 21:09:33 main:581] : INFO : Epoch 1596 | loss: 0.0309961 | val_loss: 0.0310589 | Time: 1960.75 ms
[2021-11-23 21:09:35 main:581] : INFO : Epoch 1597 | loss: 0.0309928 | val_loss: 0.0310659 | Time: 1968.42 ms
[2021-11-23 21:09:37 main:581] : INFO : Epoch 1598 | loss: 0.0309968 | val_loss: 0.031069 | Time: 1964.79 ms
[2021-11-23 21:09:39 main:581] : INFO : Epoch 1599 | loss: 0.0309888 | val_loss: 0.0310621 | Time: 1957.5 ms
[2021-11-23 21:09:41 main:581] : INFO : Epoch 1600 | loss: 0.0309859 | val_loss: 0.0310602 | Time: 1942.97 ms
[2021-11-23 21:09:43 main:581] : INFO : Epoch 1601 | loss: 0.0309886 | val_loss: 0.0310598 | Time: 1985.45 ms
[2021-11-23 21:09:45 main:581] : INFO : Epoch 1602 | loss: 0.0309966 | val_loss: 0.0310603 | Time: 1977.39 ms
[2021-11-23 21:09:47 main:581] : INFO : Epoch 1603 | loss: 0.0310071 | val_loss: 0.0310526 | Time: 1983.69 ms
[2021-11-23 21:09:49 main:581] : INFO : Epoch 1604 | loss: 0.0310124 | val_loss: 0.0310649 | Time: 1995.47 ms
[2021-11-23 21:09:51 main:581] : INFO : Epoch 1605 | loss: 0.0310095 | val_loss: 0.0310647 | Time: 1985.43 ms
[2021-11-23 21:09:53 main:581] : INFO : Epoch 1606 | loss: 0.0309968 | val_loss: 0.0310595 | Time: 1979.76 ms
[2021-11-23 21:09:55 main:581] : INFO : Epoch 1607 | loss: 0.0309962 | val_loss: 0.0310589 | Time: 1981.92 ms
[2021-11-23 21:09:57 main:581] : INFO : Epoch 1608 | loss: 0.0309946 | val_loss: 0.0310542 | Time: 1982.2 ms
[2021-11-23 21:09:59 main:581] : INFO : Epoch 1609 | loss: 0.0309924 | val_loss: 0.0310583 | Time: 1979.71 ms
[2021-11-23 21:10:01 main:581] : INFO : Epoch 1610 | loss: 0.0309943 | val_loss: 0.0310589 | Time: 1969.52 ms
[2021-11-23 21:10:03 main:581] : INFO : Epoch 1611 | loss: 0.0309913 | val_loss: 0.0310633 | Time: 1967.69 ms
[2021-11-23 21:10:05 main:581] : INFO : Epoch 1612 | loss: 0.0309908 | val_loss: 0.0310608 | Time: 1979.81 ms
[2021-11-23 21:10:07 main:581] : INFO : Epoch 1613 | loss: 0.0309906 | val_loss: 0.0310516 | Time: 1983.05 ms
[2021-11-23 21:10:09 main:581] : INFO : Epoch 1614 | loss: 0.0309981 | val_loss: 0.0310546 | Time: 1973.52 ms
[2021-11-23 21:10:11 main:581] : INFO : Epoch 1615 | loss: 0.0310021 | val_loss: 0.031056 | Time: 1978.35 ms
[2021-11-23 21:10:13 main:581] : INFO : Epoch 1616 | loss: 0.0309928 | val_loss: 0.0310608 | Time: 1968.19 ms
[2021-11-23 21:10:14 main:581] : INFO : Epoch 1617 | loss: 0.0309995 | val_loss: 0.0310591 | Time: 1952.24 ms
[2021-11-23 21:10:16 main:581] : INFO : Epoch 1618 | loss: 0.030997 | val_loss: 0.0310546 | Time: 1987.41 ms
[2021-11-23 21:10:18 main:581] : INFO : Epoch 1619 | loss: 0.0309941 | val_loss: 0.0310663 | Time: 1994.93 ms
[2021-11-23 21:10:20 main:581] : INFO : Epoch 1620 | loss: 0.0309937 | val_loss: 0.0310766 | Time: 1980.29 ms
[2021-11-23 21:10:22 main:581] : INFO : Epoch 1621 | loss: 0.0309924 | val_loss: 0.0310622 | Time: 1985.57 ms
[2021-11-23 21:10:24 main:581] : INFO : Epoch 1622 | loss: 0.0309945 | val_loss: 0.0310596 | Time: 2037.3 ms
[2021-11-23 21:10:26 main:581] : INFO : Epoch 1623 | loss: 0.0309897 | val_loss: 0.0310518 | Time: 2016.95 ms
[2021-11-23 21:10:28 main:581] : INFO : Epoch 1624 | loss: 0.030994 | val_loss: 0.031066 | Time: 1984.07 ms
[2021-11-23 21:10:30 main:581] : INFO : Epoch 1625 | loss: 0.0309921 | val_loss: 0.0310635 | Time: 1994.89 ms
[2021-11-23 21:10:32 main:581] : INFO : Epoch 1626 | loss: 0.0310081 | val_loss: 0.0310577 | Time: 1986.7 ms
[2021-11-23 21:10:34 main:581] : INFO : Epoch 1627 | loss: 0.0309968 | val_loss: 0.0310602 | Time: 1983.4 ms
[2021-11-23 21:10:36 main:581] : INFO : Epoch 1628 | loss: 0.0309913 | val_loss: 0.0310657 | Time: 1991.44 ms
[2021-11-23 21:10:38 main:581] : INFO : Epoch 1629 | loss: 0.0309905 | val_loss: 0.0310614 | Time: 2007.77 ms
[2021-11-23 21:10:40 main:581] : INFO : Epoch 1630 | loss: 0.0309895 | val_loss: 0.0310565 | Time: 2009.45 ms
[2021-11-23 21:10:42 main:581] : INFO : Epoch 1631 | loss: 0.0309899 | val_loss: 0.0310533 | Time: 1989.36 ms
[2021-11-23 21:10:44 main:581] : INFO : Epoch 1632 | loss: 0.0309927 | val_loss: 0.0310695 | Time: 2001.3 ms
[2021-11-23 21:10:46 main:581] : INFO : Epoch 1633 | loss: 0.0309888 | val_loss: 0.0310601 | Time: 2001.73 ms
[2021-11-23 21:10:48 main:581] : INFO : Epoch 1634 | loss: 0.0309878 | val_loss: 0.0310555 | Time: 1999.19 ms
[2021-11-23 21:10:50 main:581] : INFO : Epoch 1635 | loss: 0.0309844 | val_loss: 0.0310569 | Time: 1991.06 ms
[2021-11-23 21:10:52 main:581] : INFO : Epoch 1636 | loss: 0.0309874 | val_loss: 0.0310633 | Time: 1996.68 ms
[2021-11-23 21:10:54 main:581] : INFO : Epoch 1637 | loss: 0.0309883 | val_loss: 0.031064 | Time: 1978.74 ms
[2021-11-23 21:10:56 main:581] : INFO : Epoch 1638 | loss: 0.0309852 | val_loss: 0.0310607 | Time: 2015.53 ms
[2021-11-23 21:10:58 main:581] : INFO : Epoch 1639 | loss: 0.0309868 | val_loss: 0.0310633 | Time: 2019 ms
[2021-11-23 21:11:00 main:581] : INFO : Epoch 1640 | loss: 0.0309888 | val_loss: 0.0310663 | Time: 2002.85 ms
[2021-11-23 21:11:02 main:581] : INFO : Epoch 1641 | loss: 0.0309944 | val_loss: 0.0310567 | Time: 1988.27 ms
[2021-11-23 21:11:04 main:581] : INFO : Epoch 1642 | loss: 0.0309861 | val_loss: 0.0310584 | Time: 2005.73 ms
[2021-11-23 21:11:06 main:581] : INFO : Epoch 1643 | loss: 0.0309857 | val_loss: 0.0310617 | Time: 2008.37 ms
[2021-11-23 21:11:08 main:581] : INFO : Epoch 1644 | loss: 0.0309873 | val_loss: 0.0310598 | Time: 2011.9 ms
[2021-11-23 21:11:10 main:581] : INFO : Epoch 1645 | loss: 0.0309888 | val_loss: 0.031056 | Time: 2004.25 ms
[2021-11-23 21:11:12 main:581] : INFO : Epoch 1646 | loss: 0.0309985 | val_loss: 0.0310613 | Time: 2008.43 ms
[2021-11-23 21:11:14 main:581] : INFO : Epoch 1647 | loss: 0.0309945 | val_loss: 0.0310676 | Time: 1997.34 ms
[2021-11-23 21:11:16 main:581] : INFO : Epoch 1648 | loss: 0.0310051 | val_loss: 0.0310781 | Time: 1998.67 ms
[2021-11-23 21:11:18 main:581] : INFO : Epoch 1649 | loss: 0.0310365 | val_loss: 0.0310734 | Time: 1993.97 ms
[2021-11-23 21:11:20 main:581] : INFO : Epoch 1650 | loss: 0.0310949 | val_loss: 0.0311332 | Time: 1989.49 ms
[2021-11-23 21:11:22 main:581] : INFO : Epoch 1651 | loss: 0.0311138 | val_loss: 0.0311136 | Time: 1996.53 ms
[2021-11-23 21:11:24 main:581] : INFO : Epoch 1652 | loss: 0.0310968 | val_loss: 0.031098 | Time: 2010.22 ms
[2021-11-23 21:11:26 main:581] : INFO : Epoch 1653 | loss: 0.0310768 | val_loss: 0.0310843 | Time: 1992.55 ms
[2021-11-23 21:11:28 main:581] : INFO : Epoch 1654 | loss: 0.0310667 | val_loss: 0.0310812 | Time: 1999.15 ms
[2021-11-23 21:11:30 main:581] : INFO : Epoch 1655 | loss: 0.0310578 | val_loss: 0.0310749 | Time: 2036.78 ms
[2021-11-23 21:11:32 main:581] : INFO : Epoch 1656 | loss: 0.0310544 | val_loss: 0.0310763 | Time: 1992.32 ms
[2021-11-23 21:11:34 main:581] : INFO : Epoch 1657 | loss: 0.0310514 | val_loss: 0.0310694 | Time: 1983.3 ms
[2021-11-23 21:11:36 main:581] : INFO : Epoch 1658 | loss: 0.0310437 | val_loss: 0.0310622 | Time: 1996.17 ms
[2021-11-23 21:11:38 main:581] : INFO : Epoch 1659 | loss: 0.0310356 | val_loss: 0.0310626 | Time: 1995.47 ms
[2021-11-23 21:11:40 main:581] : INFO : Epoch 1660 | loss: 0.0310331 | val_loss: 0.0310576 | Time: 1983.5 ms
[2021-11-23 21:11:42 main:581] : INFO : Epoch 1661 | loss: 0.0310296 | val_loss: 0.0310564 | Time: 1987.37 ms
[2021-11-23 21:11:44 main:581] : INFO : Epoch 1662 | loss: 0.0310313 | val_loss: 0.0310518 | Time: 1983.59 ms
[2021-11-23 21:11:46 main:581] : INFO : Epoch 1663 | loss: 0.031027 | val_loss: 0.0310515 | Time: 1966.26 ms
[2021-11-23 21:11:48 main:581] : INFO : Epoch 1664 | loss: 0.0310377 | val_loss: 0.0310871 | Time: 1970.82 ms
[2021-11-23 21:11:50 main:581] : INFO : Epoch 1665 | loss: 0.0310513 | val_loss: 0.0310636 | Time: 1972.18 ms
[2021-11-23 21:11:52 main:581] : INFO : Epoch 1666 | loss: 0.0310393 | val_loss: 0.0310548 | Time: 1977.2 ms
[2021-11-23 21:11:54 main:581] : INFO : Epoch 1667 | loss: 0.0310303 | val_loss: 0.0310537 | Time: 1982.07 ms
[2021-11-23 21:11:56 main:581] : INFO : Epoch 1668 | loss: 0.0310251 | val_loss: 0.0310575 | Time: 1959.06 ms
[2021-11-23 21:11:58 main:581] : INFO : Epoch 1669 | loss: 0.0310395 | val_loss: 0.0310665 | Time: 1958.64 ms
[2021-11-23 21:12:00 main:581] : INFO : Epoch 1670 | loss: 0.0414994 | val_loss: 0.0608434 | Time: 1967.31 ms
[2021-11-23 21:12:02 main:581] : INFO : Epoch 1671 | loss: 0.0416871 | val_loss: 0.0363822 | Time: 1981.81 ms
[2021-11-23 21:12:04 main:581] : INFO : Epoch 1672 | loss: 0.0350179 | val_loss: 0.0317947 | Time: 2003.66 ms
[2021-11-23 21:12:06 main:581] : INFO : Epoch 1673 | loss: 0.0314448 | val_loss: 0.0313587 | Time: 1947.69 ms
[2021-11-23 21:12:08 main:581] : INFO : Epoch 1674 | loss: 0.0312922 | val_loss: 0.0312518 | Time: 1948.23 ms
[2021-11-23 21:12:10 main:581] : INFO : Epoch 1675 | loss: 0.0312513 | val_loss: 0.0312462 | Time: 1951.27 ms
[2021-11-23 21:12:12 main:581] : INFO : Epoch 1676 | loss: 0.0312439 | val_loss: 0.0312412 | Time: 1953.32 ms
[2021-11-23 21:12:14 main:581] : INFO : Epoch 1677 | loss: 0.0312399 | val_loss: 0.0312378 | Time: 1938.35 ms
[2021-11-23 21:12:16 main:581] : INFO : Epoch 1678 | loss: 0.0312371 | val_loss: 0.0312357 | Time: 1944.04 ms
[2021-11-23 21:12:18 main:581] : INFO : Epoch 1679 | loss: 0.0312348 | val_loss: 0.0312335 | Time: 1931.13 ms
[2021-11-23 21:12:20 main:581] : INFO : Epoch 1680 | loss: 0.0312327 | val_loss: 0.0312307 | Time: 1948.37 ms
[2021-11-23 21:12:22 main:581] : INFO : Epoch 1681 | loss: 0.0312299 | val_loss: 0.0312277 | Time: 1951.47 ms
[2021-11-23 21:12:24 main:581] : INFO : Epoch 1682 | loss: 0.0312274 | val_loss: 0.0312251 | Time: 1948.71 ms
[2021-11-23 21:12:26 main:581] : INFO : Epoch 1683 | loss: 0.0312247 | val_loss: 0.0312224 | Time: 1958.41 ms
[2021-11-23 21:12:28 main:581] : INFO : Epoch 1684 | loss: 0.0312221 | val_loss: 0.0312195 | Time: 1960.18 ms
[2021-11-23 21:12:29 main:581] : INFO : Epoch 1685 | loss: 0.0312191 | val_loss: 0.0312167 | Time: 1954.03 ms
[2021-11-23 21:12:31 main:581] : INFO : Epoch 1686 | loss: 0.0312163 | val_loss: 0.0312141 | Time: 1954.41 ms
[2021-11-23 21:12:33 main:581] : INFO : Epoch 1687 | loss: 0.0312133 | val_loss: 0.0312112 | Time: 1954.5 ms
[2021-11-23 21:12:35 main:581] : INFO : Epoch 1688 | loss: 0.0312103 | val_loss: 0.0312077 | Time: 1987.92 ms
[2021-11-23 21:12:37 main:581] : INFO : Epoch 1689 | loss: 0.031207 | val_loss: 0.0312044 | Time: 1963.01 ms
[2021-11-23 21:12:39 main:581] : INFO : Epoch 1690 | loss: 0.031204 | val_loss: 0.031201 | Time: 1958.53 ms
[2021-11-23 21:12:41 main:581] : INFO : Epoch 1691 | loss: 0.0312004 | val_loss: 0.0311979 | Time: 1948.87 ms
[2021-11-23 21:12:43 main:581] : INFO : Epoch 1692 | loss: 0.0311967 | val_loss: 0.0311934 | Time: 1949.76 ms
[2021-11-23 21:12:45 main:581] : INFO : Epoch 1693 | loss: 0.0311931 | val_loss: 0.03119 | Time: 1983.13 ms
[2021-11-23 21:12:47 main:581] : INFO : Epoch 1694 | loss: 0.031189 | val_loss: 0.0311867 | Time: 1953.93 ms
[2021-11-23 21:12:49 main:581] : INFO : Epoch 1695 | loss: 0.0311851 | val_loss: 0.0311819 | Time: 1962.18 ms
[2021-11-23 21:12:51 main:581] : INFO : Epoch 1696 | loss: 0.0311815 | val_loss: 0.0311782 | Time: 1993.35 ms
[2021-11-23 21:12:53 main:581] : INFO : Epoch 1697 | loss: 0.0311773 | val_loss: 0.0311747 | Time: 1994.09 ms
[2021-11-23 21:12:55 main:581] : INFO : Epoch 1698 | loss: 0.0311741 | val_loss: 0.0311714 | Time: 2008.03 ms
[2021-11-23 21:12:57 main:581] : INFO : Epoch 1699 | loss: 0.0311706 | val_loss: 0.031168 | Time: 1988.32 ms
[2021-11-23 21:12:59 main:581] : INFO : Epoch 1700 | loss: 0.0311684 | val_loss: 0.0311648 | Time: 1957.38 ms
[2021-11-23 21:13:01 main:581] : INFO : Epoch 1701 | loss: 0.0311654 | val_loss: 0.0311623 | Time: 1962.45 ms
[2021-11-23 21:13:03 main:581] : INFO : Epoch 1702 | loss: 0.0311633 | val_loss: 0.0311598 | Time: 1959.83 ms
[2021-11-23 21:13:05 main:581] : INFO : Epoch 1703 | loss: 0.0311612 | val_loss: 0.0311592 | Time: 1966.22 ms
[2021-11-23 21:13:07 main:581] : INFO : Epoch 1704 | loss: 0.0311599 | val_loss: 0.0311589 | Time: 1965.62 ms
[2021-11-23 21:13:09 main:581] : INFO : Epoch 1705 | loss: 0.0311573 | val_loss: 0.0311545 | Time: 1995.02 ms
[2021-11-23 21:13:11 main:581] : INFO : Epoch 1706 | loss: 0.0311548 | val_loss: 0.0311544 | Time: 1994.04 ms
[2021-11-23 21:13:13 main:581] : INFO : Epoch 1707 | loss: 0.0311543 | val_loss: 0.031156 | Time: 1985.86 ms
[2021-11-23 21:13:15 main:581] : INFO : Epoch 1708 | loss: 0.0311505 | val_loss: 0.0311472 | Time: 1982.52 ms
[2021-11-23 21:13:17 main:581] : INFO : Epoch 1709 | loss: 0.0311467 | val_loss: 0.0311447 | Time: 1984.2 ms
[2021-11-23 21:13:19 main:581] : INFO : Epoch 1710 | loss: 0.031145 | val_loss: 0.0311431 | Time: 1970.3 ms
[2021-11-23 21:13:21 main:581] : INFO : Epoch 1711 | loss: 0.0311446 | val_loss: 0.0311454 | Time: 1941.52 ms
[2021-11-23 21:13:23 main:581] : INFO : Epoch 1712 | loss: 0.031144 | val_loss: 0.0311423 | Time: 1940.86 ms
[2021-11-23 21:13:25 main:581] : INFO : Epoch 1713 | loss: 0.0311428 | val_loss: 0.0311413 | Time: 1973.61 ms
[2021-11-23 21:13:27 main:581] : INFO : Epoch 1714 | loss: 0.031142 | val_loss: 0.031145 | Time: 1998.01 ms
[2021-11-23 21:13:29 main:581] : INFO : Epoch 1715 | loss: 0.0311425 | val_loss: 0.0311406 | Time: 1980.4 ms
[2021-11-23 21:13:31 main:581] : INFO : Epoch 1716 | loss: 0.0311422 | val_loss: 0.0311399 | Time: 1975.84 ms
[2021-11-23 21:13:33 main:581] : INFO : Epoch 1717 | loss: 0.0311402 | val_loss: 0.0311398 | Time: 1981.38 ms
[2021-11-23 21:13:35 main:581] : INFO : Epoch 1718 | loss: 0.0311399 | val_loss: 0.0311391 | Time: 1977.51 ms
[2021-11-23 21:13:37 main:581] : INFO : Epoch 1719 | loss: 0.0311398 | val_loss: 0.0311392 | Time: 1975.2 ms
[2021-11-23 21:13:39 main:581] : INFO : Epoch 1720 | loss: 0.0311409 | val_loss: 0.0311435 | Time: 2007.93 ms
[2021-11-23 21:13:41 main:581] : INFO : Epoch 1721 | loss: 0.0311411 | val_loss: 0.0311393 | Time: 1984.33 ms
[2021-11-23 21:13:43 main:581] : INFO : Epoch 1722 | loss: 0.0311411 | val_loss: 0.0311414 | Time: 2023.43 ms
[2021-11-23 21:13:45 main:581] : INFO : Epoch 1723 | loss: 0.0311396 | val_loss: 0.0311403 | Time: 1984.08 ms
[2021-11-23 21:13:47 main:581] : INFO : Epoch 1724 | loss: 0.0311407 | val_loss: 0.0311383 | Time: 2010.92 ms
[2021-11-23 21:13:49 main:581] : INFO : Epoch 1725 | loss: 0.0311386 | val_loss: 0.0311399 | Time: 1994.09 ms
[2021-11-23 21:13:51 main:581] : INFO : Epoch 1726 | loss: 0.0311387 | val_loss: 0.0311388 | Time: 1996.14 ms
[2021-11-23 21:13:53 main:581] : INFO : Epoch 1727 | loss: 0.0311386 | val_loss: 0.0311387 | Time: 1980.28 ms
[2021-11-23 21:13:55 main:581] : INFO : Epoch 1728 | loss: 0.031138 | val_loss: 0.0311389 | Time: 1997.04 ms
[2021-11-23 21:13:57 main:581] : INFO : Epoch 1729 | loss: 0.0311383 | val_loss: 0.0311401 | Time: 1975.19 ms
[2021-11-23 21:13:59 main:581] : INFO : Epoch 1730 | loss: 0.0311385 | val_loss: 0.0311396 | Time: 1988.19 ms
[2021-11-23 21:14:01 main:581] : INFO : Epoch 1731 | loss: 0.0311392 | val_loss: 0.0311419 | Time: 2013.47 ms
[2021-11-23 21:14:03 main:581] : INFO : Epoch 1732 | loss: 0.0311377 | val_loss: 0.0311378 | Time: 1989.1 ms
[2021-11-23 21:14:05 main:581] : INFO : Epoch 1733 | loss: 0.0311388 | val_loss: 0.0311378 | Time: 1993.47 ms
[2021-11-23 21:14:07 main:581] : INFO : Epoch 1734 | loss: 0.0311405 | val_loss: 0.0311386 | Time: 2001.88 ms
[2021-11-23 21:14:08 main:581] : INFO : Epoch 1735 | loss: 0.0311378 | val_loss: 0.0311402 | Time: 1978.81 ms
[2021-11-23 21:14:10 main:581] : INFO : Epoch 1736 | loss: 0.0311387 | val_loss: 0.0311391 | Time: 1981.63 ms
[2021-11-23 21:14:12 main:581] : INFO : Epoch 1737 | loss: 0.0311375 | val_loss: 0.0311368 | Time: 2007.62 ms
[2021-11-23 21:14:15 main:581] : INFO : Epoch 1738 | loss: 0.0311371 | val_loss: 0.0311372 | Time: 2030.01 ms
[2021-11-23 21:14:17 main:581] : INFO : Epoch 1739 | loss: 0.0311379 | val_loss: 0.0311371 | Time: 2025.48 ms
[2021-11-23 21:14:19 main:581] : INFO : Epoch 1740 | loss: 0.031137 | val_loss: 0.0311369 | Time: 2013.72 ms
[2021-11-23 21:14:21 main:581] : INFO : Epoch 1741 | loss: 0.0311366 | val_loss: 0.0311371 | Time: 2002.48 ms
[2021-11-23 21:14:23 main:581] : INFO : Epoch 1742 | loss: 0.0311382 | val_loss: 0.0311366 | Time: 1979.1 ms
[2021-11-23 21:14:25 main:581] : INFO : Epoch 1743 | loss: 0.0311374 | val_loss: 0.0311367 | Time: 1991.23 ms
[2021-11-23 21:14:27 main:581] : INFO : Epoch 1744 | loss: 0.0311376 | val_loss: 0.0311382 | Time: 2011.17 ms
[2021-11-23 21:14:29 main:581] : INFO : Epoch 1745 | loss: 0.0311386 | val_loss: 0.0311375 | Time: 1980.99 ms
[2021-11-23 21:14:31 main:581] : INFO : Epoch 1746 | loss: 0.0311374 | val_loss: 0.031137 | Time: 1992.71 ms
[2021-11-23 21:14:32 main:581] : INFO : Epoch 1747 | loss: 0.0311378 | val_loss: 0.0311391 | Time: 1989.21 ms
[2021-11-23 21:14:34 main:581] : INFO : Epoch 1748 | loss: 0.0311382 | val_loss: 0.0311372 | Time: 2003.89 ms
[2021-11-23 21:14:36 main:581] : INFO : Epoch 1749 | loss: 0.0311377 | val_loss: 0.0311372 | Time: 1972.82 ms
[2021-11-23 21:14:38 main:581] : INFO : Epoch 1750 | loss: 0.0311372 | val_loss: 0.0311377 | Time: 1991.04 ms
[2021-11-23 21:14:40 main:581] : INFO : Epoch 1751 | loss: 0.0311373 | val_loss: 0.0311376 | Time: 2002.75 ms
[2021-11-23 21:14:42 main:581] : INFO : Epoch 1752 | loss: 0.0311368 | val_loss: 0.0311378 | Time: 2006.07 ms
[2021-11-23 21:14:44 main:581] : INFO : Epoch 1753 | loss: 0.0311364 | val_loss: 0.0311363 | Time: 2013.43 ms
[2021-11-23 21:14:47 main:581] : INFO : Epoch 1754 | loss: 0.0311384 | val_loss: 0.0311359 | Time: 2017.18 ms
[2021-11-23 21:14:49 main:581] : INFO : Epoch 1755 | loss: 0.0311362 | val_loss: 0.0311364 | Time: 2024.45 ms
[2021-11-23 21:14:51 main:581] : INFO : Epoch 1756 | loss: 0.0311361 | val_loss: 0.0311368 | Time: 2036.65 ms
[2021-11-23 21:14:53 main:581] : INFO : Epoch 1757 | loss: 0.0311376 | val_loss: 0.0311381 | Time: 2015.84 ms
[2021-11-23 21:14:55 main:581] : INFO : Epoch 1758 | loss: 0.0311355 | val_loss: 0.0311364 | Time: 1976.47 ms
[2021-11-23 21:14:57 main:581] : INFO : Epoch 1759 | loss: 0.031136 | val_loss: 0.0311381 | Time: 1977.79 ms
[2021-11-23 21:14:59 main:581] : INFO : Epoch 1760 | loss: 0.0311368 | val_loss: 0.0311367 | Time: 1973.27 ms
[2021-11-23 21:15:01 main:581] : INFO : Epoch 1761 | loss: 0.0311353 | val_loss: 0.0311372 | Time: 1996.72 ms
[2021-11-23 21:15:02 main:581] : INFO : Epoch 1762 | loss: 0.0311357 | val_loss: 0.0311364 | Time: 1979.47 ms
[2021-11-23 21:15:04 main:581] : INFO : Epoch 1763 | loss: 0.0311354 | val_loss: 0.0311368 | Time: 2004.26 ms
[2021-11-23 21:15:06 main:581] : INFO : Epoch 1764 | loss: 0.031136 | val_loss: 0.0311357 | Time: 1994.77 ms
[2021-11-23 21:15:08 main:581] : INFO : Epoch 1765 | loss: 0.0311361 | val_loss: 0.0311374 | Time: 1981.09 ms
[2021-11-23 21:15:10 main:581] : INFO : Epoch 1766 | loss: 0.0311365 | val_loss: 0.0311362 | Time: 1988.32 ms
[2021-11-23 21:15:12 main:581] : INFO : Epoch 1767 | loss: 0.0311362 | val_loss: 0.031138 | Time: 2007.14 ms
[2021-11-23 21:15:14 main:581] : INFO : Epoch 1768 | loss: 0.0311362 | val_loss: 0.0311369 | Time: 1991.22 ms
[2021-11-23 21:15:16 main:581] : INFO : Epoch 1769 | loss: 0.0311358 | val_loss: 0.0311362 | Time: 1992.08 ms
[2021-11-23 21:15:18 main:581] : INFO : Epoch 1770 | loss: 0.031136 | val_loss: 0.0311361 | Time: 1984.98 ms
[2021-11-23 21:15:20 main:581] : INFO : Epoch 1771 | loss: 0.0311355 | val_loss: 0.0311356 | Time: 2002.08 ms
[2021-11-23 21:15:22 main:581] : INFO : Epoch 1772 | loss: 0.0311345 | val_loss: 0.0311367 | Time: 2008.87 ms
[2021-11-23 21:15:24 main:581] : INFO : Epoch 1773 | loss: 0.031135 | val_loss: 0.0311377 | Time: 2019.31 ms
[2021-11-23 21:15:26 main:581] : INFO : Epoch 1774 | loss: 0.0311383 | val_loss: 0.031142 | Time: 2020.82 ms
[2021-11-23 21:15:28 main:581] : INFO : Epoch 1775 | loss: 0.0311358 | val_loss: 0.0311369 | Time: 2008.26 ms
[2021-11-23 21:15:30 main:581] : INFO : Epoch 1776 | loss: 0.0311351 | val_loss: 0.0311359 | Time: 1983.17 ms
[2021-11-23 21:15:32 main:581] : INFO : Epoch 1777 | loss: 0.0311356 | val_loss: 0.0311361 | Time: 2015.1 ms
[2021-11-23 21:15:34 main:581] : INFO : Epoch 1778 | loss: 0.0311353 | val_loss: 0.031136 | Time: 2008.63 ms
[2021-11-23 21:15:37 main:581] : INFO : Epoch 1779 | loss: 0.0311351 | val_loss: 0.0311381 | Time: 2020.81 ms
[2021-11-23 21:15:39 main:581] : INFO : Epoch 1780 | loss: 0.0311354 | val_loss: 0.0311359 | Time: 1999.38 ms
[2021-11-23 21:15:41 main:581] : INFO : Epoch 1781 | loss: 0.0311354 | val_loss: 0.0311364 | Time: 2008.55 ms
[2021-11-23 21:15:43 main:581] : INFO : Epoch 1782 | loss: 0.031135 | val_loss: 0.0311407 | Time: 2007.85 ms
[2021-11-23 21:15:45 main:581] : INFO : Epoch 1783 | loss: 0.0311375 | val_loss: 0.0311397 | Time: 1987.41 ms
[2021-11-23 21:15:47 main:581] : INFO : Epoch 1784 | loss: 0.0311365 | val_loss: 0.0311385 | Time: 2001.45 ms
[2021-11-23 21:15:49 main:581] : INFO : Epoch 1785 | loss: 0.0311342 | val_loss: 0.0311357 | Time: 1984.05 ms
[2021-11-23 21:15:50 main:581] : INFO : Epoch 1786 | loss: 0.0311338 | val_loss: 0.0311371 | Time: 1991.74 ms
[2021-11-23 21:15:52 main:581] : INFO : Epoch 1787 | loss: 0.0311371 | val_loss: 0.0311388 | Time: 1971.16 ms
[2021-11-23 21:15:55 main:581] : INFO : Epoch 1788 | loss: 0.0311371 | val_loss: 0.0311376 | Time: 2046.15 ms
[2021-11-23 21:15:57 main:581] : INFO : Epoch 1789 | loss: 0.0311342 | val_loss: 0.0311369 | Time: 1992.11 ms
[2021-11-23 21:15:58 main:581] : INFO : Epoch 1790 | loss: 0.031134 | val_loss: 0.0311361 | Time: 1975.1 ms
[2021-11-23 21:16:00 main:581] : INFO : Epoch 1791 | loss: 0.0311354 | val_loss: 0.0311363 | Time: 1976.15 ms
[2021-11-23 21:16:02 main:581] : INFO : Epoch 1792 | loss: 0.0311351 | val_loss: 0.0311359 | Time: 1993.11 ms
[2021-11-23 21:16:04 main:581] : INFO : Epoch 1793 | loss: 0.0311343 | val_loss: 0.0311369 | Time: 1986.43 ms
[2021-11-23 21:16:06 main:581] : INFO : Epoch 1794 | loss: 0.0311355 | val_loss: 0.0311409 | Time: 1989.2 ms
[2021-11-23 21:16:08 main:581] : INFO : Epoch 1795 | loss: 0.0311364 | val_loss: 0.0311374 | Time: 1978.37 ms
[2021-11-23 21:16:10 main:581] : INFO : Epoch 1796 | loss: 0.0311348 | val_loss: 0.0311355 | Time: 1987.58 ms
[2021-11-23 21:16:12 main:581] : INFO : Epoch 1797 | loss: 0.031133 | val_loss: 0.0311339 | Time: 1984.65 ms
[2021-11-23 21:16:14 main:581] : INFO : Epoch 1798 | loss: 0.0311331 | val_loss: 0.0311328 | Time: 1985.98 ms
[2021-11-23 21:16:16 main:581] : INFO : Epoch 1799 | loss: 0.0311337 | val_loss: 0.0311387 | Time: 1974.28 ms
[2021-11-23 21:16:18 main:581] : INFO : Epoch 1800 | loss: 0.0311324 | val_loss: 0.0311314 | Time: 1986.56 ms
[2021-11-23 21:16:20 main:581] : INFO : Epoch 1801 | loss: 0.0311303 | val_loss: 0.0311304 | Time: 1994.53 ms
[2021-11-23 21:16:22 main:581] : INFO : Epoch 1802 | loss: 0.0311309 | val_loss: 0.0311301 | Time: 1976.81 ms
[2021-11-23 21:16:24 main:581] : INFO : Epoch 1803 | loss: 0.0311304 | val_loss: 0.0311312 | Time: 1969.2 ms
[2021-11-23 21:16:26 main:581] : INFO : Epoch 1804 | loss: 0.0311345 | val_loss: 0.031135 | Time: 2003.4 ms
[2021-11-23 21:16:28 main:581] : INFO : Epoch 1805 | loss: 0.0311318 | val_loss: 0.0311285 | Time: 1992.81 ms
[2021-11-23 21:16:30 main:581] : INFO : Epoch 1806 | loss: 0.0311284 | val_loss: 0.0311276 | Time: 2013.88 ms
[2021-11-23 21:16:32 main:581] : INFO : Epoch 1807 | loss: 0.0311271 | val_loss: 0.0311265 | Time: 2005.41 ms
[2021-11-23 21:16:34 main:581] : INFO : Epoch 1808 | loss: 0.0311257 | val_loss: 0.0311255 | Time: 1983.08 ms
[2021-11-23 21:16:36 main:581] : INFO : Epoch 1809 | loss: 0.0311255 | val_loss: 0.0311259 | Time: 1986.15 ms
[2021-11-23 21:16:38 main:581] : INFO : Epoch 1810 | loss: 0.0311248 | val_loss: 0.0311245 | Time: 1993.27 ms
[2021-11-23 21:16:40 main:581] : INFO : Epoch 1811 | loss: 0.0311243 | val_loss: 0.0311235 | Time: 1981.54 ms
[2021-11-23 21:16:42 main:581] : INFO : Epoch 1812 | loss: 0.0311237 | val_loss: 0.0311268 | Time: 2003.68 ms
[2021-11-23 21:16:44 main:581] : INFO : Epoch 1813 | loss: 0.0311242 | val_loss: 0.0311259 | Time: 2004.28 ms
[2021-11-23 21:16:46 main:581] : INFO : Epoch 1814 | loss: 0.0311235 | val_loss: 0.0311236 | Time: 1981.78 ms
[2021-11-23 21:16:48 main:581] : INFO : Epoch 1815 | loss: 0.0311224 | val_loss: 0.0311224 | Time: 1984.61 ms
[2021-11-23 21:16:50 main:581] : INFO : Epoch 1816 | loss: 0.0311212 | val_loss: 0.0311221 | Time: 1989.7 ms
[2021-11-23 21:16:52 main:581] : INFO : Epoch 1817 | loss: 0.031122 | val_loss: 0.0311254 | Time: 1998.59 ms
[2021-11-23 21:16:54 main:581] : INFO : Epoch 1818 | loss: 0.0311229 | val_loss: 0.031122 | Time: 1986.81 ms
[2021-11-23 21:16:56 main:581] : INFO : Epoch 1819 | loss: 0.0311231 | val_loss: 0.03112 | Time: 2008.36 ms
[2021-11-23 21:16:58 main:581] : INFO : Epoch 1820 | loss: 0.0311213 | val_loss: 0.0311237 | Time: 2004.74 ms
[2021-11-23 21:17:00 main:581] : INFO : Epoch 1821 | loss: 0.0311197 | val_loss: 0.0311206 | Time: 2033.62 ms
[2021-11-23 21:17:02 main:581] : INFO : Epoch 1822 | loss: 0.0311222 | val_loss: 0.0311207 | Time: 2021.39 ms
[2021-11-23 21:17:04 main:581] : INFO : Epoch 1823 | loss: 0.0311202 | val_loss: 0.0311218 | Time: 1988.31 ms
[2021-11-23 21:17:06 main:581] : INFO : Epoch 1824 | loss: 0.0311188 | val_loss: 0.0311173 | Time: 1998.51 ms
[2021-11-23 21:17:08 main:581] : INFO : Epoch 1825 | loss: 0.0311179 | val_loss: 0.0311165 | Time: 1975.13 ms
[2021-11-23 21:17:10 main:581] : INFO : Epoch 1826 | loss: 0.0311172 | val_loss: 0.0311183 | Time: 1984.25 ms
[2021-11-23 21:17:12 main:581] : INFO : Epoch 1827 | loss: 0.031117 | val_loss: 0.0311167 | Time: 1978.23 ms
[2021-11-23 21:17:14 main:581] : INFO : Epoch 1828 | loss: 0.0311152 | val_loss: 0.0311165 | Time: 1995.29 ms
[2021-11-23 21:17:16 main:581] : INFO : Epoch 1829 | loss: 0.0311177 | val_loss: 0.0311163 | Time: 1980.96 ms
[2021-11-23 21:17:18 main:581] : INFO : Epoch 1830 | loss: 0.0311144 | val_loss: 0.0311155 | Time: 1974.01 ms
[2021-11-23 21:17:20 main:581] : INFO : Epoch 1831 | loss: 0.0311147 | val_loss: 0.0311175 | Time: 1984.46 ms
[2021-11-23 21:17:22 main:581] : INFO : Epoch 1832 | loss: 0.0311225 | val_loss: 0.0311238 | Time: 1967.07 ms
[2021-11-23 21:17:24 main:581] : INFO : Epoch 1833 | loss: 0.0311224 | val_loss: 0.0311177 | Time: 1967.02 ms
[2021-11-23 21:17:26 main:581] : INFO : Epoch 1834 | loss: 0.0311179 | val_loss: 0.0311232 | Time: 1987.37 ms
[2021-11-23 21:17:28 main:581] : INFO : Epoch 1835 | loss: 0.0311205 | val_loss: 0.0311227 | Time: 1994.29 ms
[2021-11-23 21:17:30 main:581] : INFO : Epoch 1836 | loss: 0.0311186 | val_loss: 0.0311145 | Time: 1992.99 ms
[2021-11-23 21:17:32 main:581] : INFO : Epoch 1837 | loss: 0.0311169 | val_loss: 0.031116 | Time: 1977.13 ms
[2021-11-23 21:17:34 main:581] : INFO : Epoch 1838 | loss: 0.0311153 | val_loss: 0.0311164 | Time: 2045.84 ms
[2021-11-23 21:17:36 main:581] : INFO : Epoch 1839 | loss: 0.0311179 | val_loss: 0.0311302 | Time: 1985.85 ms
[2021-11-23 21:17:38 main:581] : INFO : Epoch 1840 | loss: 0.0311194 | val_loss: 0.0311137 | Time: 1984.78 ms
[2021-11-23 21:17:40 main:581] : INFO : Epoch 1841 | loss: 0.0311141 | val_loss: 0.0311164 | Time: 1993.54 ms
[2021-11-23 21:17:42 main:581] : INFO : Epoch 1842 | loss: 0.0311162 | val_loss: 0.0311186 | Time: 1979.85 ms
[2021-11-23 21:17:44 main:581] : INFO : Epoch 1843 | loss: 0.0311121 | val_loss: 0.0311126 | Time: 1979.72 ms
[2021-11-23 21:17:46 main:581] : INFO : Epoch 1844 | loss: 0.0311124 | val_loss: 0.0311097 | Time: 1968.73 ms
[2021-11-23 21:17:48 main:581] : INFO : Epoch 1845 | loss: 0.0311058 | val_loss: 0.0311064 | Time: 1985.82 ms
[2021-11-23 21:17:50 main:581] : INFO : Epoch 1846 | loss: 0.0311039 | val_loss: 0.0311078 | Time: 1993.35 ms
[2021-11-23 21:17:52 main:581] : INFO : Epoch 1847 | loss: 0.0311038 | val_loss: 0.0311045 | Time: 2013.93 ms
[2021-11-23 21:17:54 main:581] : INFO : Epoch 1848 | loss: 0.0311059 | val_loss: 0.0311075 | Time: 1995.34 ms
[2021-11-23 21:17:56 main:581] : INFO : Epoch 1849 | loss: 0.0311067 | val_loss: 0.0311032 | Time: 1998.52 ms
[2021-11-23 21:17:58 main:581] : INFO : Epoch 1850 | loss: 0.0311096 | val_loss: 0.0311058 | Time: 1966.77 ms
[2021-11-23 21:18:00 main:581] : INFO : Epoch 1851 | loss: 0.0311045 | val_loss: 0.0311075 | Time: 1986.25 ms
[2021-11-23 21:18:02 main:581] : INFO : Epoch 1852 | loss: 0.0311011 | val_loss: 0.0311 | Time: 1997.83 ms
[2021-11-23 21:18:04 main:581] : INFO : Epoch 1853 | loss: 0.0310991 | val_loss: 0.0310994 | Time: 1979 ms
[2021-11-23 21:18:06 main:581] : INFO : Epoch 1854 | loss: 0.0311003 | val_loss: 0.0310992 | Time: 2048.71 ms
[2021-11-23 21:18:08 main:581] : INFO : Epoch 1855 | loss: 0.0310993 | val_loss: 0.0310997 | Time: 1997.54 ms
[2021-11-23 21:18:10 main:581] : INFO : Epoch 1856 | loss: 0.0310971 | val_loss: 0.0310998 | Time: 1984.43 ms
[2021-11-23 21:18:12 main:581] : INFO : Epoch 1857 | loss: 0.031097 | val_loss: 0.0311007 | Time: 1999.03 ms
[2021-11-23 21:18:14 main:581] : INFO : Epoch 1858 | loss: 0.0310963 | val_loss: 0.0310962 | Time: 1967.76 ms
[2021-11-23 21:18:16 main:581] : INFO : Epoch 1859 | loss: 0.031095 | val_loss: 0.0310957 | Time: 1967.83 ms
[2021-11-23 21:18:18 main:581] : INFO : Epoch 1860 | loss: 0.0310932 | val_loss: 0.031096 | Time: 1981.32 ms
[2021-11-23 21:18:20 main:581] : INFO : Epoch 1861 | loss: 0.0310924 | val_loss: 0.0310947 | Time: 1983.57 ms
[2021-11-23 21:18:22 main:581] : INFO : Epoch 1862 | loss: 0.0310925 | val_loss: 0.0310943 | Time: 1973.3 ms
[2021-11-23 21:18:24 main:581] : INFO : Epoch 1863 | loss: 0.0310923 | val_loss: 0.0310934 | Time: 1960.75 ms
[2021-11-23 21:18:26 main:581] : INFO : Epoch 1864 | loss: 0.0310922 | val_loss: 0.0310949 | Time: 1957.34 ms
[2021-11-23 21:18:28 main:581] : INFO : Epoch 1865 | loss: 0.0310927 | val_loss: 0.0310949 | Time: 1979.37 ms
[2021-11-23 21:18:30 main:581] : INFO : Epoch 1866 | loss: 0.0310908 | val_loss: 0.0310921 | Time: 1948.62 ms
[2021-11-23 21:18:32 main:581] : INFO : Epoch 1867 | loss: 0.0310922 | val_loss: 0.0310923 | Time: 1967.77 ms
[2021-11-23 21:18:34 main:581] : INFO : Epoch 1868 | loss: 0.0310913 | val_loss: 0.0310925 | Time: 1955.88 ms
[2021-11-23 21:18:36 main:581] : INFO : Epoch 1869 | loss: 0.0310918 | val_loss: 0.031093 | Time: 1994.08 ms
[2021-11-23 21:18:38 main:581] : INFO : Epoch 1870 | loss: 0.0310912 | val_loss: 0.0310947 | Time: 1986.98 ms
[2021-11-23 21:18:40 main:581] : INFO : Epoch 1871 | loss: 0.0310897 | val_loss: 0.0310963 | Time: 1991.53 ms
[2021-11-23 21:18:42 main:581] : INFO : Epoch 1872 | loss: 0.0310884 | val_loss: 0.0310907 | Time: 1986.52 ms
[2021-11-23 21:18:43 main:581] : INFO : Epoch 1873 | loss: 0.0310859 | val_loss: 0.0310943 | Time: 1982.67 ms
[2021-11-23 21:18:45 main:581] : INFO : Epoch 1874 | loss: 0.0310886 | val_loss: 0.0311002 | Time: 2008.52 ms
[2021-11-23 21:18:47 main:581] : INFO : Epoch 1875 | loss: 0.0310897 | val_loss: 0.0310922 | Time: 1988.11 ms
[2021-11-23 21:18:49 main:581] : INFO : Epoch 1876 | loss: 0.0310878 | val_loss: 0.0310918 | Time: 1981.18 ms
[2021-11-23 21:18:51 main:581] : INFO : Epoch 1877 | loss: 0.0310913 | val_loss: 0.0310907 | Time: 1990.19 ms
[2021-11-23 21:18:53 main:581] : INFO : Epoch 1878 | loss: 0.0310885 | val_loss: 0.0310922 | Time: 1993.94 ms
[2021-11-23 21:18:55 main:581] : INFO : Epoch 1879 | loss: 0.0310905 | val_loss: 0.0310908 | Time: 2001.88 ms
[2021-11-23 21:18:57 main:581] : INFO : Epoch 1880 | loss: 0.0310932 | val_loss: 0.0310915 | Time: 1993.76 ms
[2021-11-23 21:18:59 main:581] : INFO : Epoch 1881 | loss: 0.0310916 | val_loss: 0.0310892 | Time: 1981.01 ms
[2021-11-23 21:19:01 main:581] : INFO : Epoch 1882 | loss: 0.0310882 | val_loss: 0.0310937 | Time: 1974 ms
[2021-11-23 21:19:03 main:581] : INFO : Epoch 1883 | loss: 0.0310882 | val_loss: 0.0310967 | Time: 2032.93 ms
[2021-11-23 21:19:05 main:581] : INFO : Epoch 1884 | loss: 0.0310892 | val_loss: 0.0310883 | Time: 2004.24 ms
[2021-11-23 21:19:07 main:581] : INFO : Epoch 1885 | loss: 0.0310861 | val_loss: 0.03109 | Time: 1998.53 ms
[2021-11-23 21:19:09 main:581] : INFO : Epoch 1886 | loss: 0.0310861 | val_loss: 0.031091 | Time: 1963.95 ms
[2021-11-23 21:19:11 main:581] : INFO : Epoch 1887 | loss: 0.0310863 | val_loss: 0.0310901 | Time: 2012.43 ms
[2021-11-23 21:19:13 main:581] : INFO : Epoch 1888 | loss: 0.0310863 | val_loss: 0.0310862 | Time: 2005.25 ms
[2021-11-23 21:19:15 main:581] : INFO : Epoch 1889 | loss: 0.031086 | val_loss: 0.031086 | Time: 1995.15 ms
[2021-11-23 21:19:17 main:581] : INFO : Epoch 1890 | loss: 0.031084 | val_loss: 0.031089 | Time: 1997.16 ms
[2021-11-23 21:19:19 main:581] : INFO : Epoch 1891 | loss: 0.0310839 | val_loss: 0.0310876 | Time: 1980.6 ms
[2021-11-23 21:19:21 main:581] : INFO : Epoch 1892 | loss: 0.0310843 | val_loss: 0.0310872 | Time: 1982.51 ms
[2021-11-23 21:19:23 main:581] : INFO : Epoch 1893 | loss: 0.0310868 | val_loss: 0.0310888 | Time: 1977.77 ms
[2021-11-23 21:19:25 main:581] : INFO : Epoch 1894 | loss: 0.0310886 | val_loss: 0.0310911 | Time: 1988.91 ms
[2021-11-23 21:19:27 main:581] : INFO : Epoch 1895 | loss: 0.0310885 | val_loss: 0.0310916 | Time: 1997.51 ms
[2021-11-23 21:19:29 main:581] : INFO : Epoch 1896 | loss: 0.0310872 | val_loss: 0.031089 | Time: 1990.54 ms
[2021-11-23 21:19:31 main:581] : INFO : Epoch 1897 | loss: 0.0310845 | val_loss: 0.031087 | Time: 1985.75 ms
[2021-11-23 21:19:33 main:581] : INFO : Epoch 1898 | loss: 0.0310836 | val_loss: 0.0310895 | Time: 1982.51 ms
[2021-11-23 21:19:35 main:581] : INFO : Epoch 1899 | loss: 0.0310851 | val_loss: 0.0310901 | Time: 1988.22 ms
[2021-11-23 21:19:37 main:581] : INFO : Epoch 1900 | loss: 0.0310912 | val_loss: 0.031095 | Time: 1984.7 ms
[2021-11-23 21:19:39 main:581] : INFO : Epoch 1901 | loss: 0.0310925 | val_loss: 0.031091 | Time: 1998.7 ms
[2021-11-23 21:19:41 main:581] : INFO : Epoch 1902 | loss: 0.0310906 | val_loss: 0.0310924 | Time: 1979.52 ms
[2021-11-23 21:19:43 main:581] : INFO : Epoch 1903 | loss: 0.0310862 | val_loss: 0.0310869 | Time: 1966.07 ms
[2021-11-23 21:19:45 main:581] : INFO : Epoch 1904 | loss: 0.0310867 | val_loss: 0.0310892 | Time: 2002.14 ms
[2021-11-23 21:19:47 main:581] : INFO : Epoch 1905 | loss: 0.0310912 | val_loss: 0.0310936 | Time: 1984.82 ms
[2021-11-23 21:19:49 main:581] : INFO : Epoch 1906 | loss: 0.0310891 | val_loss: 0.0310917 | Time: 1981.41 ms
[2021-11-23 21:19:51 main:581] : INFO : Epoch 1907 | loss: 0.031084 | val_loss: 0.0310878 | Time: 1957.95 ms
[2021-11-23 21:19:53 main:581] : INFO : Epoch 1908 | loss: 0.0310852 | val_loss: 0.0310909 | Time: 1969.82 ms
[2021-11-23 21:19:55 main:581] : INFO : Epoch 1909 | loss: 0.0310857 | val_loss: 0.0310872 | Time: 2015.28 ms
[2021-11-23 21:19:57 main:581] : INFO : Epoch 1910 | loss: 0.0310829 | val_loss: 0.0310912 | Time: 2019.26 ms
[2021-11-23 21:19:59 main:581] : INFO : Epoch 1911 | loss: 0.0310823 | val_loss: 0.0310863 | Time: 2013.53 ms
[2021-11-23 21:20:01 main:581] : INFO : Epoch 1912 | loss: 0.0310845 | val_loss: 0.0310947 | Time: 1981.59 ms
[2021-11-23 21:20:03 main:581] : INFO : Epoch 1913 | loss: 0.0310878 | val_loss: 0.0310874 | Time: 1982.24 ms
[2021-11-23 21:20:05 main:581] : INFO : Epoch 1914 | loss: 0.031081 | val_loss: 0.0310852 | Time: 1991.53 ms
[2021-11-23 21:20:07 main:581] : INFO : Epoch 1915 | loss: 0.0310816 | val_loss: 0.0310896 | Time: 2012.85 ms
[2021-11-23 21:20:09 main:581] : INFO : Epoch 1916 | loss: 0.0310867 | val_loss: 0.0310863 | Time: 1972.41 ms
[2021-11-23 21:20:11 main:581] : INFO : Epoch 1917 | loss: 0.0310871 | val_loss: 0.031093 | Time: 1986.41 ms
[2021-11-23 21:20:13 main:581] : INFO : Epoch 1918 | loss: 0.0310825 | val_loss: 0.0310872 | Time: 1982.23 ms
[2021-11-23 21:20:15 main:581] : INFO : Epoch 1919 | loss: 0.0310845 | val_loss: 0.0310881 | Time: 2001.43 ms
[2021-11-23 21:20:17 main:581] : INFO : Epoch 1920 | loss: 0.0310856 | val_loss: 0.0310949 | Time: 2001.76 ms
[2021-11-23 21:20:19 main:581] : INFO : Epoch 1921 | loss: 0.0310849 | val_loss: 0.0310868 | Time: 2026.35 ms
[2021-11-23 21:20:21 main:581] : INFO : Epoch 1922 | loss: 0.0310813 | val_loss: 0.0310853 | Time: 2006.26 ms
[2021-11-23 21:20:23 main:581] : INFO : Epoch 1923 | loss: 0.0310808 | val_loss: 0.0310842 | Time: 2000.95 ms
[2021-11-23 21:20:25 main:581] : INFO : Epoch 1924 | loss: 0.0310795 | val_loss: 0.0310846 | Time: 2014.64 ms
[2021-11-23 21:20:27 main:581] : INFO : Epoch 1925 | loss: 0.0310807 | val_loss: 0.0310857 | Time: 2035.76 ms
[2021-11-23 21:20:29 main:581] : INFO : Epoch 1926 | loss: 0.0310801 | val_loss: 0.0310882 | Time: 2021.73 ms
[2021-11-23 21:20:31 main:581] : INFO : Epoch 1927 | loss: 0.0310803 | val_loss: 0.0310839 | Time: 2054.58 ms
[2021-11-23 21:20:33 main:581] : INFO : Epoch 1928 | loss: 0.0310817 | val_loss: 0.031092 | Time: 2023.33 ms
[2021-11-23 21:20:35 main:581] : INFO : Epoch 1929 | loss: 0.0310834 | val_loss: 0.0310833 | Time: 2056.35 ms
[2021-11-23 21:20:37 main:581] : INFO : Epoch 1930 | loss: 0.0310775 | val_loss: 0.0310847 | Time: 2035.3 ms
[2021-11-23 21:20:39 main:581] : INFO : Epoch 1931 | loss: 0.0310784 | val_loss: 0.031083 | Time: 1988.51 ms
[2021-11-23 21:20:41 main:581] : INFO : Epoch 1932 | loss: 0.0310775 | val_loss: 0.0310854 | Time: 2010.04 ms
[2021-11-23 21:20:43 main:581] : INFO : Epoch 1933 | loss: 0.0310772 | val_loss: 0.0310833 | Time: 2042.52 ms
[2021-11-23 21:20:45 main:581] : INFO : Epoch 1934 | loss: 0.0310791 | val_loss: 0.0310947 | Time: 2041.62 ms
[2021-11-23 21:20:47 main:581] : INFO : Epoch 1935 | loss: 0.0310778 | val_loss: 0.0310822 | Time: 2053.33 ms
[2021-11-23 21:20:49 main:581] : INFO : Epoch 1936 | loss: 0.0310804 | val_loss: 0.0310865 | Time: 2006.66 ms
[2021-11-23 21:20:52 main:581] : INFO : Epoch 1937 | loss: 0.0310773 | val_loss: 0.0310824 | Time: 2062.33 ms
[2021-11-23 21:20:54 main:581] : INFO : Epoch 1938 | loss: 0.0310782 | val_loss: 0.0310797 | Time: 2035.85 ms
[2021-11-23 21:20:56 main:581] : INFO : Epoch 1939 | loss: 0.0310768 | val_loss: 0.0310808 | Time: 2038.34 ms
[2021-11-23 21:20:58 main:581] : INFO : Epoch 1940 | loss: 0.0310768 | val_loss: 0.031081 | Time: 2038.76 ms
[2021-11-23 21:21:00 main:581] : INFO : Epoch 1941 | loss: 0.031074 | val_loss: 0.0310801 | Time: 1998.73 ms
[2021-11-23 21:21:02 main:581] : INFO : Epoch 1942 | loss: 0.0310754 | val_loss: 0.0310793 | Time: 1981.12 ms
[2021-11-23 21:21:04 main:581] : INFO : Epoch 1943 | loss: 0.0310727 | val_loss: 0.0310772 | Time: 2006.26 ms
[2021-11-23 21:21:06 main:581] : INFO : Epoch 1944 | loss: 0.0310746 | val_loss: 0.031088 | Time: 2034.02 ms
[2021-11-23 21:21:08 main:581] : INFO : Epoch 1945 | loss: 0.0310735 | val_loss: 0.0310787 | Time: 2042.85 ms
[2021-11-23 21:21:10 main:581] : INFO : Epoch 1946 | loss: 0.0310707 | val_loss: 0.0310784 | Time: 2069.6 ms
[2021-11-23 21:21:12 main:581] : INFO : Epoch 1947 | loss: 0.0310728 | val_loss: 0.0310875 | Time: 2036.82 ms
[2021-11-23 21:21:14 main:581] : INFO : Epoch 1948 | loss: 0.0310761 | val_loss: 0.0310848 | Time: 2032.98 ms
[2021-11-23 21:21:16 main:581] : INFO : Epoch 1949 | loss: 0.0310773 | val_loss: 0.0310834 | Time: 2079.49 ms
[2021-11-23 21:21:18 main:581] : INFO : Epoch 1950 | loss: 0.0310754 | val_loss: 0.0310841 | Time: 2042.43 ms
[2021-11-23 21:21:20 main:581] : INFO : Epoch 1951 | loss: 0.0310744 | val_loss: 0.0310863 | Time: 2033.92 ms
[2021-11-23 21:21:22 main:581] : INFO : Epoch 1952 | loss: 0.0310785 | val_loss: 0.0310858 | Time: 2023.38 ms
[2021-11-23 21:21:24 main:581] : INFO : Epoch 1953 | loss: 0.0310778 | val_loss: 0.0310849 | Time: 2027.81 ms
[2021-11-23 21:21:26 main:581] : INFO : Epoch 1954 | loss: 0.0310801 | val_loss: 0.0310882 | Time: 2033.81 ms
[2021-11-23 21:21:28 main:581] : INFO : Epoch 1955 | loss: 0.0310759 | val_loss: 0.03108 | Time: 2109.72 ms
[2021-11-23 21:21:30 main:581] : INFO : Epoch 1956 | loss: 0.0310721 | val_loss: 0.0310927 | Time: 2127.63 ms
[2021-11-23 21:21:32 main:581] : INFO : Epoch 1957 | loss: 0.0310774 | val_loss: 0.0310768 | Time: 2108.14 ms
[2021-11-23 21:21:35 main:581] : INFO : Epoch 1958 | loss: 0.0310723 | val_loss: 0.0310782 | Time: 2100.27 ms
[2021-11-23 21:21:37 main:581] : INFO : Epoch 1959 | loss: 0.0310715 | val_loss: 0.0310817 | Time: 2098.72 ms
[2021-11-23 21:21:39 main:581] : INFO : Epoch 1960 | loss: 0.0310714 | val_loss: 0.0310769 | Time: 2097.12 ms
[2021-11-23 21:21:41 main:581] : INFO : Epoch 1961 | loss: 0.0310704 | val_loss: 0.0310794 | Time: 2083.63 ms
[2021-11-23 21:21:43 main:581] : INFO : Epoch 1962 | loss: 0.0310715 | val_loss: 0.0310747 | Time: 2093.98 ms
[2021-11-23 21:21:45 main:581] : INFO : Epoch 1963 | loss: 0.0310695 | val_loss: 0.0310803 | Time: 2098.41 ms
[2021-11-23 21:21:47 main:581] : INFO : Epoch 1964 | loss: 0.0310827 | val_loss: 0.0310847 | Time: 2076.13 ms
[2021-11-23 21:21:49 main:581] : INFO : Epoch 1965 | loss: 0.0310762 | val_loss: 0.0310722 | Time: 2030.63 ms
[2021-11-23 21:21:51 main:581] : INFO : Epoch 1966 | loss: 0.0310692 | val_loss: 0.031076 | Time: 2015.67 ms
[2021-11-23 21:21:53 main:581] : INFO : Epoch 1967 | loss: 0.0310668 | val_loss: 0.0310722 | Time: 2000.03 ms
[2021-11-23 21:21:55 main:581] : INFO : Epoch 1968 | loss: 0.0310686 | val_loss: 0.0310804 | Time: 2023.64 ms
[2021-11-23 21:21:57 main:581] : INFO : Epoch 1969 | loss: 0.0310648 | val_loss: 0.0310754 | Time: 2050.6 ms
[2021-11-23 21:21:59 main:581] : INFO : Epoch 1970 | loss: 0.0310651 | val_loss: 0.0310807 | Time: 2047.6 ms
[2021-11-23 21:22:01 main:581] : INFO : Epoch 1971 | loss: 0.0310641 | val_loss: 0.0310721 | Time: 2025.89 ms
[2021-11-23 21:22:03 main:581] : INFO : Epoch 1972 | loss: 0.0310618 | val_loss: 0.0310727 | Time: 2041.83 ms
[2021-11-23 21:22:05 main:581] : INFO : Epoch 1973 | loss: 0.0310633 | val_loss: 0.0310692 | Time: 2030.7 ms
[2021-11-23 21:22:07 main:581] : INFO : Epoch 1974 | loss: 0.0310614 | val_loss: 0.0310781 | Time: 2013.28 ms
[2021-11-23 21:22:09 main:581] : INFO : Epoch 1975 | loss: 0.0310669 | val_loss: 0.0310831 | Time: 2024.69 ms
[2021-11-23 21:22:11 main:581] : INFO : Epoch 1976 | loss: 0.0310653 | val_loss: 0.0310741 | Time: 2036.83 ms
[2021-11-23 21:22:14 main:581] : INFO : Epoch 1977 | loss: 0.0310595 | val_loss: 0.0310687 | Time: 2135.86 ms
[2021-11-23 21:22:16 main:581] : INFO : Epoch 1978 | loss: 0.0310594 | val_loss: 0.0310714 | Time: 2102.39 ms
[2021-11-23 21:22:18 main:581] : INFO : Epoch 1979 | loss: 0.031057 | val_loss: 0.0310758 | Time: 2087.6 ms
[2021-11-23 21:22:20 main:581] : INFO : Epoch 1980 | loss: 0.0310648 | val_loss: 0.0310646 | Time: 2086.2 ms
[2021-11-23 21:22:22 main:581] : INFO : Epoch 1981 | loss: 0.0310632 | val_loss: 0.0310729 | Time: 2089.63 ms
[2021-11-23 21:22:24 main:581] : INFO : Epoch 1982 | loss: 0.0310603 | val_loss: 0.031064 | Time: 2066.5 ms
[2021-11-23 21:22:26 main:581] : INFO : Epoch 1983 | loss: 0.0310586 | val_loss: 0.0310887 | Time: 2075.97 ms
[2021-11-23 21:22:28 main:581] : INFO : Epoch 1984 | loss: 0.0310588 | val_loss: 0.0310651 | Time: 2082.48 ms
[2021-11-23 21:22:30 main:581] : INFO : Epoch 1985 | loss: 0.0310555 | val_loss: 0.0310638 | Time: 2080.49 ms
[2021-11-23 21:22:32 main:581] : INFO : Epoch 1986 | loss: 0.0310514 | val_loss: 0.0310608 | Time: 2087.11 ms
[2021-11-23 21:22:34 main:581] : INFO : Epoch 1987 | loss: 0.0310494 | val_loss: 0.0310693 | Time: 2090.46 ms
[2021-11-23 21:22:37 main:581] : INFO : Epoch 1988 | loss: 0.0310518 | val_loss: 0.0310611 | Time: 2065.49 ms
[2021-11-23 21:22:39 main:581] : INFO : Epoch 1989 | loss: 0.0310502 | val_loss: 0.0310697 | Time: 2088.52 ms
[2021-11-23 21:22:41 main:581] : INFO : Epoch 1990 | loss: 0.0310522 | val_loss: 0.031061 | Time: 2086.49 ms
[2021-11-23 21:22:43 main:581] : INFO : Epoch 1991 | loss: 0.0310495 | val_loss: 0.0310649 | Time: 2075.75 ms
[2021-11-23 21:22:45 main:581] : INFO : Epoch 1992 | loss: 0.0310473 | val_loss: 0.0310599 | Time: 2045.61 ms
[2021-11-23 21:22:47 main:581] : INFO : Epoch 1993 | loss: 0.0310478 | val_loss: 0.0310655 | Time: 2043.1 ms
[2021-11-23 21:22:49 main:581] : INFO : Epoch 1994 | loss: 0.0310958 | val_loss: 0.0311381 | Time: 2058.87 ms
[2021-11-23 21:22:51 main:581] : INFO : Epoch 1995 | loss: 0.0311313 | val_loss: 0.0311189 | Time: 2062.11 ms
[2021-11-23 21:22:53 main:581] : INFO : Epoch 1996 | loss: 0.0311141 | val_loss: 0.0311124 | Time: 2057.73 ms
[2021-11-23 21:22:55 main:581] : INFO : Epoch 1997 | loss: 0.0311016 | val_loss: 0.0311045 | Time: 2085.01 ms
[2021-11-23 21:22:57 main:581] : INFO : Epoch 1998 | loss: 0.0310948 | val_loss: 0.0310948 | Time: 2062.13 ms
[2021-11-23 21:22:59 main:581] : INFO : Epoch 1999 | loss: 0.0310863 | val_loss: 0.0310901 | Time: 2033.1 ms
[2021-11-23 21:23:01 main:581] : INFO : Epoch 2000 | loss: 0.0310879 | val_loss: 0.0310844 | Time: 2030.44 ms
[2021-11-23 21:23:03 main:581] : INFO : Epoch 2001 | loss: 0.0310803 | val_loss: 0.0310865 | Time: 2058.42 ms
[2021-11-23 21:23:05 main:581] : INFO : Epoch 2002 | loss: 0.0310748 | val_loss: 0.031078 | Time: 2091.33 ms
[2021-11-23 21:23:07 main:581] : INFO : Epoch 2003 | loss: 0.0310682 | val_loss: 0.0310699 | Time: 2054.69 ms
[2021-11-23 21:23:09 main:581] : INFO : Epoch 2004 | loss: 0.0310682 | val_loss: 0.0310701 | Time: 2053.37 ms
[2021-11-23 21:23:12 main:581] : INFO : Epoch 2005 | loss: 0.0310662 | val_loss: 0.0310673 | Time: 2105.1 ms
[2021-11-23 21:23:14 main:581] : INFO : Epoch 2006 | loss: 0.0310641 | val_loss: 0.0310693 | Time: 2108.45 ms
[2021-11-23 21:23:16 main:581] : INFO : Epoch 2007 | loss: 0.0310636 | val_loss: 0.0310698 | Time: 2140.01 ms
[2021-11-23 21:23:18 main:581] : INFO : Epoch 2008 | loss: 0.0310611 | val_loss: 0.0310691 | Time: 2118.06 ms
[2021-11-23 21:23:20 main:581] : INFO : Epoch 2009 | loss: 0.031059 | val_loss: 0.0310668 | Time: 2100.07 ms
[2021-11-23 21:23:22 main:581] : INFO : Epoch 2010 | loss: 0.0310554 | val_loss: 0.0310668 | Time: 2087.02 ms
[2021-11-23 21:23:24 main:581] : INFO : Epoch 2011 | loss: 0.0310567 | val_loss: 0.0310686 | Time: 2092.43 ms
[2021-11-23 21:23:26 main:581] : INFO : Epoch 2012 | loss: 0.0310558 | val_loss: 0.0310653 | Time: 2115.57 ms
[2021-11-23 21:23:28 main:581] : INFO : Epoch 2013 | loss: 0.0310586 | val_loss: 0.0310677 | Time: 2091.69 ms
[2021-11-23 21:23:31 main:581] : INFO : Epoch 2014 | loss: 0.0310577 | val_loss: 0.0310684 | Time: 2117.17 ms
[2021-11-23 21:23:33 main:581] : INFO : Epoch 2015 | loss: 0.0310579 | val_loss: 0.0310721 | Time: 2107.42 ms
[2021-11-23 21:23:35 main:581] : INFO : Epoch 2016 | loss: 0.0310566 | val_loss: 0.0310835 | Time: 2120.39 ms
[2021-11-23 21:23:37 main:581] : INFO : Epoch 2017 | loss: 0.0310583 | val_loss: 0.031064 | Time: 2118.51 ms
[2021-11-23 21:23:39 main:581] : INFO : Epoch 2018 | loss: 0.0310521 | val_loss: 0.031067 | Time: 2142.88 ms
[2021-11-23 21:23:41 main:581] : INFO : Epoch 2019 | loss: 0.0310512 | val_loss: 0.0310629 | Time: 2127.25 ms
[2021-11-23 21:23:43 main:581] : INFO : Epoch 2020 | loss: 0.0310479 | val_loss: 0.03106 | Time: 2112.46 ms
[2021-11-23 21:23:45 main:581] : INFO : Epoch 2021 | loss: 0.0310469 | val_loss: 0.0310607 | Time: 2097.93 ms
[2021-11-23 21:23:48 main:581] : INFO : Epoch 2022 | loss: 0.0310462 | val_loss: 0.0310604 | Time: 2122.47 ms
[2021-11-23 21:23:50 main:581] : INFO : Epoch 2023 | loss: 0.0310443 | val_loss: 0.0310585 | Time: 2129.34 ms
[2021-11-23 21:23:52 main:581] : INFO : Epoch 2024 | loss: 0.0310425 | val_loss: 0.0310606 | Time: 2122.32 ms
[2021-11-23 21:23:54 main:581] : INFO : Epoch 2025 | loss: 0.0310446 | val_loss: 0.0310578 | Time: 2124.17 ms
[2021-11-23 21:23:56 main:581] : INFO : Epoch 2026 | loss: 0.031044 | val_loss: 0.0310617 | Time: 2120.98 ms
[2021-11-23 21:23:58 main:581] : INFO : Epoch 2027 | loss: 0.0310468 | val_loss: 0.0310645 | Time: 2115.93 ms
[2021-11-23 21:24:00 main:581] : INFO : Epoch 2028 | loss: 0.0310445 | val_loss: 0.0310537 | Time: 2129.47 ms
[2021-11-23 21:24:02 main:581] : INFO : Epoch 2029 | loss: 0.0310392 | val_loss: 0.0310581 | Time: 2121.84 ms
[2021-11-23 21:24:05 main:581] : INFO : Epoch 2030 | loss: 0.03104 | val_loss: 0.0310614 | Time: 2121.52 ms
[2021-11-23 21:24:07 main:581] : INFO : Epoch 2031 | loss: 0.0310444 | val_loss: 0.0310624 | Time: 2140.33 ms
[2021-11-23 21:24:09 main:581] : INFO : Epoch 2032 | loss: 0.0310441 | val_loss: 0.0310534 | Time: 2121.64 ms
[2021-11-23 21:24:11 main:581] : INFO : Epoch 2033 | loss: 0.0310436 | val_loss: 0.0310577 | Time: 2132.32 ms
[2021-11-23 21:24:13 main:581] : INFO : Epoch 2034 | loss: 0.0310429 | val_loss: 0.0310525 | Time: 2118.25 ms
[2021-11-23 21:24:15 main:581] : INFO : Epoch 2035 | loss: 0.0310475 | val_loss: 0.0310687 | Time: 2123.66 ms
[2021-11-23 21:24:17 main:581] : INFO : Epoch 2036 | loss: 0.0310455 | val_loss: 0.0310554 | Time: 2109.02 ms
[2021-11-23 21:24:19 main:581] : INFO : Epoch 2037 | loss: 0.0310391 | val_loss: 0.0310577 | Time: 2115.08 ms
[2021-11-23 21:24:21 main:581] : INFO : Epoch 2038 | loss: 0.0310392 | val_loss: 0.031052 | Time: 2102.6 ms
[2021-11-23 21:24:24 main:581] : INFO : Epoch 2039 | loss: 0.0310393 | val_loss: 0.0310541 | Time: 2103.46 ms
[2021-11-23 21:24:26 main:581] : INFO : Epoch 2040 | loss: 0.0310381 | val_loss: 0.0310514 | Time: 2087.01 ms
[2021-11-23 21:24:28 main:581] : INFO : Epoch 2041 | loss: 0.0310347 | val_loss: 0.0310543 | Time: 2098.09 ms
[2021-11-23 21:24:30 main:581] : INFO : Epoch 2042 | loss: 0.031037 | val_loss: 0.0310492 | Time: 2088.43 ms
[2021-11-23 21:24:32 main:581] : INFO : Epoch 2043 | loss: 0.031037 | val_loss: 0.0310553 | Time: 2099.65 ms
[2021-11-23 21:24:34 main:581] : INFO : Epoch 2044 | loss: 0.0310386 | val_loss: 0.0310539 | Time: 2082.02 ms
[2021-11-23 21:24:36 main:581] : INFO : Epoch 2045 | loss: 0.0310398 | val_loss: 0.0310582 | Time: 2079.85 ms
[2021-11-23 21:24:38 main:581] : INFO : Epoch 2046 | loss: 0.0310336 | val_loss: 0.0310489 | Time: 2100.66 ms
[2021-11-23 21:24:40 main:581] : INFO : Epoch 2047 | loss: 0.031031 | val_loss: 0.0310516 | Time: 2091.25 ms
[2021-11-23 21:24:42 main:581] : INFO : Epoch 2048 | loss: 0.0310328 | val_loss: 0.0310567 | Time: 2107.88 ms
[2021-11-23 21:24:42 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0310567
[2021-11-23 21:24:42 main:610] : INFO : Saving end state to config to file
[2021-11-23 21:24:42 main:615] : INFO : Success, exiting..
21:24:42 (6780): 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)