Task 14618625
| Name | ParityModified-1647043999-22458-3-0_1 |
| Workunit | 11230007 |
| Created | 12 Apr 2022, 17:24:05 UTC |
| Sent | 12 Apr 2022, 17:29:16 UTC |
| Report deadline | 20 Apr 2022, 17:29:16 UTC |
| Received | 12 Apr 2022, 20:31:56 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5442 |
| Run time | 1 hours 8 min 5 sec |
| CPU time | 1 hours 8 min 2 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 2,261.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311661 | val_loss: 0.0311711 | Time: 2002.25 ms
[2022-04-12 13:14:54 main:581] : INFO : Epoch 1539 | loss: 0.0311645 | val_loss: 0.0311726 | Time: 1977.18 ms
[2022-04-12 13:14:56 main:581] : INFO : Epoch 1540 | loss: 0.0311676 | val_loss: 0.0311735 | Time: 2009.3 ms
[2022-04-12 13:14:58 main:581] : INFO : Epoch 1541 | loss: 0.031169 | val_loss: 0.0311743 | Time: 1989.27 ms
[2022-04-12 13:15:00 main:581] : INFO : Epoch 1542 | loss: 0.0311672 | val_loss: 0.0311764 | Time: 2024.98 ms
[2022-04-12 13:15:02 main:581] : INFO : Epoch 1543 | loss: 0.0311641 | val_loss: 0.0311721 | Time: 1993.44 ms
[2022-04-12 13:15:04 main:581] : INFO : Epoch 1544 | loss: 0.0311628 | val_loss: 0.0311749 | Time: 1995.72 ms
[2022-04-12 13:15:06 main:581] : INFO : Epoch 1545 | loss: 0.031167 | val_loss: 0.0311752 | Time: 1958.27 ms
[2022-04-12 13:15:08 main:581] : INFO : Epoch 1546 | loss: 0.0311701 | val_loss: 0.0311699 | Time: 1999.97 ms
[2022-04-12 13:15:10 main:581] : INFO : Epoch 1547 | loss: 0.0311656 | val_loss: 0.0311713 | Time: 2001.58 ms
[2022-04-12 13:15:12 main:581] : INFO : Epoch 1548 | loss: 0.0311656 | val_loss: 0.0311694 | Time: 2020.54 ms
[2022-04-12 13:15:14 main:581] : INFO : Epoch 1549 | loss: 0.0311668 | val_loss: 0.0311727 | Time: 1998.63 ms
[2022-04-12 13:15:16 main:581] : INFO : Epoch 1550 | loss: 0.0311644 | val_loss: 0.0311711 | Time: 1990.45 ms
[2022-04-12 13:15:18 main:581] : INFO : Epoch 1551 | loss: 0.0311626 | val_loss: 0.0311691 | Time: 1969.1 ms
[2022-04-12 13:15:20 main:581] : INFO : Epoch 1552 | loss: 0.0311621 | val_loss: 0.0311723 | Time: 2002.59 ms
[2022-04-12 13:15:22 main:581] : INFO : Epoch 1553 | loss: 0.0311626 | val_loss: 0.0311686 | Time: 1996.34 ms
[2022-04-12 13:15:24 main:581] : INFO : Epoch 1554 | loss: 0.0311613 | val_loss: 0.031169 | Time: 1972.77 ms
[2022-04-12 13:15:26 main:581] : INFO : Epoch 1555 | loss: 0.0311654 | val_loss: 0.0311755 | Time: 2013.02 ms
[2022-04-12 13:15:28 main:581] : INFO : Epoch 1556 | loss: 0.0311625 | val_loss: 0.0311678 | Time: 1974.28 ms
[2022-04-12 13:15:30 main:581] : INFO : Epoch 1557 | loss: 0.0311608 | val_loss: 0.0311691 | Time: 1979.59 ms
[2022-04-12 13:15:32 main:581] : INFO : Epoch 1558 | loss: 0.0311639 | val_loss: 0.0311679 | Time: 1992.78 ms
[2022-04-12 13:15:34 main:581] : INFO : Epoch 1559 | loss: 0.031175 | val_loss: 0.0311919 | Time: 2003.88 ms
[2022-04-12 13:15:36 main:581] : INFO : Epoch 1560 | loss: 0.0311698 | val_loss: 0.0311732 | Time: 2020.18 ms
[2022-04-12 13:15:38 main:581] : INFO : Epoch 1561 | loss: 0.0311634 | val_loss: 0.0311717 | Time: 1992.04 ms
[2022-04-12 13:15:40 main:581] : INFO : Epoch 1562 | loss: 0.0311633 | val_loss: 0.031173 | Time: 1984.63 ms
[2022-04-12 13:15:42 main:581] : INFO : Epoch 1563 | loss: 0.0311586 | val_loss: 0.0311699 | Time: 2003.16 ms
[2022-04-12 13:15:44 main:581] : INFO : Epoch 1564 | loss: 0.0311608 | val_loss: 0.031168 | Time: 2002.6 ms
[2022-04-12 13:15:46 main:581] : INFO : Epoch 1565 | loss: 0.0311602 | val_loss: 0.0311684 | Time: 1987.9 ms
[2022-04-12 13:15:48 main:581] : INFO : Epoch 1566 | loss: 0.0311584 | val_loss: 0.0311707 | Time: 1992.33 ms
[2022-04-12 13:15:50 main:581] : INFO : Epoch 1567 | loss: 0.031157 | val_loss: 0.0311696 | Time: 1974.58 ms
[2022-04-12 13:15:52 main:581] : INFO : Epoch 1568 | loss: 0.0311581 | val_loss: 0.0311713 | Time: 1988.28 ms
[2022-04-12 13:15:54 main:581] : INFO : Epoch 1569 | loss: 0.0311577 | val_loss: 0.0311689 | Time: 2002.15 ms
[2022-04-12 13:15:56 main:581] : INFO : Epoch 1570 | loss: 0.0311579 | val_loss: 0.0311737 | Time: 1994.07 ms
[2022-04-12 13:15:58 main:581] : INFO : Epoch 1571 | loss: 0.0311589 | val_loss: 0.0311717 | Time: 2007.61 ms
[2022-04-12 13:16:00 main:581] : INFO : Epoch 1572 | loss: 0.0311568 | val_loss: 0.031169 | Time: 1963.53 ms
[2022-04-12 13:16:02 main:581] : INFO : Epoch 1573 | loss: 0.0311593 | val_loss: 0.0311683 | Time: 1995.58 ms
[2022-04-12 13:16:04 main:581] : INFO : Epoch 1574 | loss: 0.0311574 | val_loss: 0.0311691 | Time: 1983.52 ms
[2022-04-12 13:16:06 main:581] : INFO : Epoch 1575 | loss: 0.0311575 | val_loss: 0.0311704 | Time: 1982.75 ms
[2022-04-12 13:16:08 main:581] : INFO : Epoch 1576 | loss: 0.0311596 | val_loss: 0.0311685 | Time: 1995.13 ms
[2022-04-12 13:16:10 main:581] : INFO : Epoch 1577 | loss: 0.0311592 | val_loss: 0.0311689 | Time: 1990.73 ms
[2022-04-12 13:16:12 main:581] : INFO : Epoch 1578 | loss: 0.0311638 | val_loss: 0.031184 | Time: 1978.91 ms
[2022-04-12 13:16:14 main:581] : INFO : Epoch 1579 | loss: 0.0311662 | val_loss: 0.0311683 | Time: 1963.52 ms
[2022-04-12 13:16:16 main:581] : INFO : Epoch 1580 | loss: 0.0311649 | val_loss: 0.0311691 | Time: 2000.19 ms
[2022-04-12 13:16:17 main:581] : INFO : Epoch 1581 | loss: 0.0311621 | val_loss: 0.0311665 | Time: 1990.13 ms
[2022-04-12 13:16:19 main:581] : INFO : Epoch 1582 | loss: 0.031163 | val_loss: 0.0311679 | Time: 1999.88 ms
[2022-04-12 13:16:21 main:581] : INFO : Epoch 1583 | loss: 0.031162 | val_loss: 0.0311698 | Time: 1998.67 ms
[2022-04-12 13:16:24 main:581] : INFO : Epoch 1584 | loss: 0.031164 | val_loss: 0.0311704 | Time: 2023.06 ms
[2022-04-12 13:16:26 main:581] : INFO : Epoch 1585 | loss: 0.031164 | val_loss: 0.0311691 | Time: 2003.06 ms
[2022-04-12 13:16:28 main:581] : INFO : Epoch 1586 | loss: 0.0311621 | val_loss: 0.0311808 | Time: 2000.32 ms
[2022-04-12 13:16:30 main:581] : INFO : Epoch 1587 | loss: 0.0311652 | val_loss: 0.0311729 | Time: 2008.28 ms
[2022-04-12 13:16:32 main:581] : INFO : Epoch 1588 | loss: 0.0311594 | val_loss: 0.0311688 | Time: 1994.61 ms
[2022-04-12 13:16:34 main:581] : INFO : Epoch 1589 | loss: 0.0311583 | val_loss: 0.0311682 | Time: 1995.7 ms
[2022-04-12 13:16:36 main:581] : INFO : Epoch 1590 | loss: 0.031161 | val_loss: 0.0311792 | Time: 1979.4 ms
[2022-04-12 13:16:38 main:581] : INFO : Epoch 1591 | loss: 0.0311675 | val_loss: 0.0311795 | Time: 2012.94 ms
[2022-04-12 13:16:39 main:581] : INFO : Epoch 1592 | loss: 0.0311623 | val_loss: 0.0311718 | Time: 1973.56 ms
[2022-04-12 13:16:42 main:581] : INFO : Epoch 1593 | loss: 0.0311608 | val_loss: 0.0311741 | Time: 2011.31 ms
[2022-04-12 13:16:44 main:581] : INFO : Epoch 1594 | loss: 0.0311657 | val_loss: 0.0311809 | Time: 2008.79 ms
[2022-04-12 13:16:46 main:581] : INFO : Epoch 1595 | loss: 0.0311614 | val_loss: 0.0311692 | Time: 2010.33 ms
[2022-04-12 13:16:48 main:581] : INFO : Epoch 1596 | loss: 0.0311574 | val_loss: 0.0311738 | Time: 1978.91 ms
[2022-04-12 13:16:49 main:581] : INFO : Epoch 1597 | loss: 0.0311569 | val_loss: 0.0311719 | Time: 1976.04 ms
[2022-04-12 13:16:51 main:581] : INFO : Epoch 1598 | loss: 0.0311574 | val_loss: 0.0311686 | Time: 1969.45 ms
[2022-04-12 13:16:53 main:581] : INFO : Epoch 1599 | loss: 0.0311572 | val_loss: 0.0311702 | Time: 1982.65 ms
[2022-04-12 13:16:55 main:581] : INFO : Epoch 1600 | loss: 0.0311584 | val_loss: 0.0311831 | Time: 1961.65 ms
[2022-04-12 13:16:57 main:581] : INFO : Epoch 1601 | loss: 0.0311619 | val_loss: 0.0311745 | Time: 2000.01 ms
[2022-04-12 13:16:59 main:581] : INFO : Epoch 1602 | loss: 0.0311569 | val_loss: 0.0311702 | Time: 1984.11 ms
[2022-04-12 13:17:01 main:581] : INFO : Epoch 1603 | loss: 0.0311556 | val_loss: 0.0311735 | Time: 1986.46 ms
[2022-04-12 13:17:03 main:581] : INFO : Epoch 1604 | loss: 0.0311609 | val_loss: 0.0311755 | Time: 1993.47 ms
[2022-04-12 13:17:05 main:581] : INFO : Epoch 1605 | loss: 0.0311565 | val_loss: 0.0311712 | Time: 1955.67 ms
[2022-04-12 13:17:07 main:581] : INFO : Epoch 1606 | loss: 0.0311581 | val_loss: 0.0311768 | Time: 1976.78 ms
[2022-04-12 13:17:09 main:581] : INFO : Epoch 1607 | loss: 0.0311589 | val_loss: 0.0311713 | Time: 1950.1 ms
[2022-04-12 13:17:11 main:581] : INFO : Epoch 1608 | loss: 0.031159 | val_loss: 0.0311746 | Time: 1983.46 ms
[2022-04-12 13:17:13 main:581] : INFO : Epoch 1609 | loss: 0.0311592 | val_loss: 0.0311745 | Time: 1983.74 ms
[2022-04-12 13:17:15 main:581] : INFO : Epoch 1610 | loss: 0.0311573 | val_loss: 0.0311741 | Time: 1966.15 ms
[2022-04-12 13:17:17 main:581] : INFO : Epoch 1611 | loss: 0.0311569 | val_loss: 0.0311755 | Time: 1973.66 ms
[2022-04-12 13:17:19 main:581] : INFO : Epoch 1612 | loss: 0.0311588 | val_loss: 0.03117 | Time: 1964.08 ms
[2022-04-12 13:17:21 main:581] : INFO : Epoch 1613 | loss: 0.0311587 | val_loss: 0.0311713 | Time: 1979.15 ms
[2022-04-12 13:17:23 main:581] : INFO : Epoch 1614 | loss: 0.0311557 | val_loss: 0.0311726 | Time: 1964.9 ms
[2022-04-12 13:17:25 main:581] : INFO : Epoch 1615 | loss: 0.0311559 | val_loss: 0.0311748 | Time: 1944.33 ms
[2022-04-12 13:17:27 main:581] : INFO : Epoch 1616 | loss: 0.0311555 | val_loss: 0.0311715 | Time: 1974.76 ms
[2022-04-12 13:17:29 main:581] : INFO : Epoch 1617 | loss: 0.0311554 | val_loss: 0.0311693 | Time: 1985.03 ms
[2022-04-12 13:17:31 main:581] : INFO : Epoch 1618 | loss: 0.0311583 | val_loss: 0.0311689 | Time: 1991.76 ms
[2022-04-12 13:17:33 main:581] : INFO : Epoch 1619 | loss: 0.0311578 | val_loss: 0.0311776 | Time: 1987.01 ms
[2022-04-12 13:17:35 main:581] : INFO : Epoch 1620 | loss: 0.0311564 | val_loss: 0.0311778 | Time: 1984.26 ms
[2022-04-12 13:17:37 main:581] : INFO : Epoch 1621 | loss: 0.0311603 | val_loss: 0.0311732 | Time: 1981.98 ms
[2022-04-12 13:17:39 main:581] : INFO : Epoch 1622 | loss: 0.0311578 | val_loss: 0.0311725 | Time: 1992.83 ms
[2022-04-12 13:17:41 main:581] : INFO : Epoch 1623 | loss: 0.0311634 | val_loss: 0.0311804 | Time: 1957.14 ms
[2022-04-12 13:17:43 main:581] : INFO : Epoch 1624 | loss: 0.0311678 | val_loss: 0.0311754 | Time: 1990.7 ms
[2022-04-12 13:17:45 main:581] : INFO : Epoch 1625 | loss: 0.0311772 | val_loss: 0.0311824 | Time: 1977.9 ms
[2022-04-12 13:17:47 main:581] : INFO : Epoch 1626 | loss: 0.0311731 | val_loss: 0.0311797 | Time: 1988.5 ms
[2022-04-12 13:17:49 main:581] : INFO : Epoch 1627 | loss: 0.031171 | val_loss: 0.0311702 | Time: 1979.18 ms
[2022-04-12 13:17:51 main:581] : INFO : Epoch 1628 | loss: 0.0311694 | val_loss: 0.0311687 | Time: 1970.21 ms
[2022-04-12 13:17:53 main:581] : INFO : Epoch 1629 | loss: 0.0311652 | val_loss: 0.0311716 | Time: 1983.44 ms
[2022-04-12 13:17:55 main:581] : INFO : Epoch 1630 | loss: 0.0311647 | val_loss: 0.0311706 | Time: 1981.34 ms
[2022-04-12 13:17:57 main:581] : INFO : Epoch 1631 | loss: 0.031165 | val_loss: 0.0311776 | Time: 1961.4 ms
[2022-04-12 13:17:59 main:581] : INFO : Epoch 1632 | loss: 0.0311657 | val_loss: 0.0311694 | Time: 1986.91 ms
[2022-04-12 13:18:01 main:581] : INFO : Epoch 1633 | loss: 0.0311641 | val_loss: 0.0311893 | Time: 2016.06 ms
[2022-04-12 13:18:03 main:581] : INFO : Epoch 1634 | loss: 0.0311633 | val_loss: 0.031187 | Time: 1948.41 ms
[2022-04-12 13:18:05 main:581] : INFO : Epoch 1635 | loss: 0.0311624 | val_loss: 0.0311855 | Time: 1975.73 ms
[2022-04-12 13:18:07 main:581] : INFO : Epoch 1636 | loss: 0.0311642 | val_loss: 0.0311867 | Time: 1988.8 ms
[2022-04-12 13:18:09 main:581] : INFO : Epoch 1637 | loss: 0.0311658 | val_loss: 0.0311878 | Time: 1995.66 ms
[2022-04-12 13:18:11 main:581] : INFO : Epoch 1638 | loss: 0.0311653 | val_loss: 0.0311871 | Time: 1985.13 ms
[2022-04-12 13:18:13 main:581] : INFO : Epoch 1639 | loss: 0.0311631 | val_loss: 0.0311852 | Time: 1978.98 ms
[2022-04-12 13:18:15 main:581] : INFO : Epoch 1640 | loss: 0.0311627 | val_loss: 0.0311896 | Time: 1991.49 ms
[2022-04-12 13:18:17 main:581] : INFO : Epoch 1641 | loss: 0.0311616 | val_loss: 0.0311889 | Time: 1974.38 ms
[2022-04-12 13:18:18 main:581] : INFO : Epoch 1642 | loss: 0.0311703 | val_loss: 0.0311897 | Time: 1898.54 ms
[2022-04-12 13:18:20 main:581] : INFO : Epoch 1643 | loss: 0.031176 | val_loss: 0.031189 | Time: 1968.58 ms
[2022-04-12 13:18:22 main:581] : INFO : Epoch 1644 | loss: 0.0311748 | val_loss: 0.0311891 | Time: 1980.61 ms
[2022-04-12 13:18:24 main:581] : INFO : Epoch 1645 | loss: 0.0311711 | val_loss: 0.0311872 | Time: 1863.66 ms
[2022-04-12 13:18:26 main:581] : INFO : Epoch 1646 | loss: 0.0311687 | val_loss: 0.0311844 | Time: 1921.35 ms
[2022-04-12 13:18:28 main:581] : INFO : Epoch 1647 | loss: 0.03117 | val_loss: 0.031191 | Time: 1944.43 ms
[2022-04-12 13:18:30 main:581] : INFO : Epoch 1648 | loss: 0.0311701 | val_loss: 0.0311805 | Time: 1959.04 ms
[2022-04-12 13:18:32 main:581] : INFO : Epoch 1649 | loss: 0.0311708 | val_loss: 0.0311857 | Time: 1922.04 ms
[2022-04-12 13:18:34 main:581] : INFO : Epoch 1650 | loss: 0.0311667 | val_loss: 0.0311682 | Time: 1929.4 ms
[2022-04-12 13:18:36 main:581] : INFO : Epoch 1651 | loss: 0.0311665 | val_loss: 0.0311695 | Time: 1996.57 ms
[2022-04-12 13:18:38 main:581] : INFO : Epoch 1652 | loss: 0.0311665 | val_loss: 0.0311741 | Time: 1956.81 ms
[2022-04-12 13:18:40 main:581] : INFO : Epoch 1653 | loss: 0.0311668 | val_loss: 0.0311727 | Time: 1963.37 ms
[2022-04-12 13:18:42 main:581] : INFO : Epoch 1654 | loss: 0.031169 | val_loss: 0.03119 | Time: 1978.27 ms
[2022-04-12 13:18:44 main:581] : INFO : Epoch 1655 | loss: 0.0311641 | val_loss: 0.0311721 | Time: 1989.64 ms
[2022-04-12 13:18:46 main:581] : INFO : Epoch 1656 | loss: 0.0311652 | val_loss: 0.031175 | Time: 1962.29 ms
[2022-04-12 13:18:48 main:581] : INFO : Epoch 1657 | loss: 0.0311682 | val_loss: 0.0311781 | Time: 1973.98 ms
[2022-04-12 13:18:50 main:581] : INFO : Epoch 1658 | loss: 0.0311671 | val_loss: 0.0311711 | Time: 1958.16 ms
[2022-04-12 13:18:52 main:581] : INFO : Epoch 1659 | loss: 0.0311643 | val_loss: 0.0311743 | Time: 1995.39 ms
[2022-04-12 13:18:54 main:581] : INFO : Epoch 1660 | loss: 0.0311655 | val_loss: 0.0311712 | Time: 1948.67 ms
[2022-04-12 13:18:56 main:581] : INFO : Epoch 1661 | loss: 0.0311639 | val_loss: 0.0311762 | Time: 1980.45 ms
[2022-04-12 13:18:58 main:581] : INFO : Epoch 1662 | loss: 0.0311676 | val_loss: 0.0311726 | Time: 1951.08 ms
[2022-04-12 13:19:00 main:581] : INFO : Epoch 1663 | loss: 0.0311624 | val_loss: 0.03117 | Time: 2001.53 ms
[2022-04-12 13:19:02 main:581] : INFO : Epoch 1664 | loss: 0.0311624 | val_loss: 0.031169 | Time: 1975.08 ms
[2022-04-12 13:19:04 main:581] : INFO : Epoch 1665 | loss: 0.0311646 | val_loss: 0.0311667 | Time: 1977.32 ms
[2022-04-12 13:19:06 main:581] : INFO : Epoch 1666 | loss: 0.0311632 | val_loss: 0.0311673 | Time: 1949.63 ms
[2022-04-12 13:19:07 main:581] : INFO : Epoch 1667 | loss: 0.0311626 | val_loss: 0.031169 | Time: 1991.63 ms
[2022-04-12 13:19:09 main:581] : INFO : Epoch 1668 | loss: 0.0311623 | val_loss: 0.0311679 | Time: 1997.82 ms
[2022-04-12 13:19:11 main:581] : INFO : Epoch 1669 | loss: 0.0311617 | val_loss: 0.0311694 | Time: 1955.76 ms
[2022-04-12 13:19:13 main:581] : INFO : Epoch 1670 | loss: 0.0311615 | val_loss: 0.0311686 | Time: 1969.02 ms
[2022-04-12 13:19:15 main:581] : INFO : Epoch 1671 | loss: 0.0311611 | val_loss: 0.0311692 | Time: 1992.32 ms
[2022-04-12 13:19:17 main:581] : INFO : Epoch 1672 | loss: 0.0311621 | val_loss: 0.0311737 | Time: 2000.75 ms
[2022-04-12 13:19:19 main:581] : INFO : Epoch 1673 | loss: 0.0311616 | val_loss: 0.0311675 | Time: 1976.56 ms
[2022-04-12 13:19:21 main:581] : INFO : Epoch 1674 | loss: 0.0311634 | val_loss: 0.0311691 | Time: 1933.92 ms
[2022-04-12 13:19:23 main:581] : INFO : Epoch 1675 | loss: 0.0311607 | val_loss: 0.0311699 | Time: 1996.12 ms
[2022-04-12 13:19:25 main:581] : INFO : Epoch 1676 | loss: 0.0311623 | val_loss: 0.0311685 | Time: 1960.21 ms
[2022-04-12 13:19:27 main:581] : INFO : Epoch 1677 | loss: 0.0311609 | val_loss: 0.031173 | Time: 1970.45 ms
[2022-04-12 13:19:29 main:581] : INFO : Epoch 1678 | loss: 0.031161 | val_loss: 0.0311691 | Time: 2000.45 ms
[2022-04-12 13:19:31 main:581] : INFO : Epoch 1679 | loss: 0.03116 | val_loss: 0.0311717 | Time: 1989.6 ms
[2022-04-12 13:19:33 main:581] : INFO : Epoch 1680 | loss: 0.0311607 | val_loss: 0.0311745 | Time: 1995.01 ms
[2022-04-12 13:19:35 main:581] : INFO : Epoch 1681 | loss: 0.0311603 | val_loss: 0.0311698 | Time: 1963.11 ms
[2022-04-12 13:19:37 main:581] : INFO : Epoch 1682 | loss: 0.0311601 | val_loss: 0.031172 | Time: 1991.99 ms
[2022-04-12 13:19:39 main:581] : INFO : Epoch 1683 | loss: 0.0311616 | val_loss: 0.0311695 | Time: 1984.03 ms
[2022-04-12 13:19:41 main:581] : INFO : Epoch 1684 | loss: 0.0311605 | val_loss: 0.0311709 | Time: 1988.76 ms
[2022-04-12 13:19:43 main:581] : INFO : Epoch 1685 | loss: 0.0311586 | val_loss: 0.0311713 | Time: 1968.54 ms
[2022-04-12 13:19:45 main:581] : INFO : Epoch 1686 | loss: 0.0311586 | val_loss: 0.0311682 | Time: 1991.34 ms
[2022-04-12 13:19:47 main:581] : INFO : Epoch 1687 | loss: 0.0311592 | val_loss: 0.0311707 | Time: 1996.65 ms
[2022-04-12 13:19:49 main:581] : INFO : Epoch 1688 | loss: 0.031158 | val_loss: 0.0311726 | Time: 1930.43 ms
[2022-04-12 13:19:51 main:581] : INFO : Epoch 1689 | loss: 0.0311629 | val_loss: 0.0311732 | Time: 1955.52 ms
[2022-04-12 13:19:53 main:581] : INFO : Epoch 1690 | loss: 0.03116 | val_loss: 0.0311693 | Time: 2006.39 ms
[2022-04-12 13:19:55 main:581] : INFO : Epoch 1691 | loss: 0.0311607 | val_loss: 0.0311776 | Time: 1964.26 ms
[2022-04-12 13:19:57 main:581] : INFO : Epoch 1692 | loss: 0.0311597 | val_loss: 0.0311705 | Time: 1979.18 ms
[2022-04-12 13:19:59 main:581] : INFO : Epoch 1693 | loss: 0.0311593 | val_loss: 0.0311772 | Time: 1933.01 ms
[2022-04-12 13:20:01 main:581] : INFO : Epoch 1694 | loss: 0.03116 | val_loss: 0.03117 | Time: 1999.01 ms
[2022-04-12 13:20:03 main:581] : INFO : Epoch 1695 | loss: 0.031161 | val_loss: 0.0311786 | Time: 1981.53 ms
[2022-04-12 13:20:05 main:581] : INFO : Epoch 1696 | loss: 0.0311616 | val_loss: 0.0311695 | Time: 1990.06 ms
[2022-04-12 13:20:07 main:581] : INFO : Epoch 1697 | loss: 0.0311582 | val_loss: 0.0311701 | Time: 1943.9 ms
[2022-04-12 13:20:09 main:581] : INFO : Epoch 1698 | loss: 0.0311592 | val_loss: 0.0311701 | Time: 1983.45 ms
[2022-04-12 13:20:11 main:581] : INFO : Epoch 1699 | loss: 0.0311586 | val_loss: 0.0311715 | Time: 1976.22 ms
[2022-04-12 13:20:13 main:581] : INFO : Epoch 1700 | loss: 0.0311617 | val_loss: 0.0311695 | Time: 1980.06 ms
[2022-04-12 13:20:15 main:581] : INFO : Epoch 1701 | loss: 0.0311659 | val_loss: 0.031171 | Time: 1971.83 ms
[2022-04-12 13:20:17 main:581] : INFO : Epoch 1702 | loss: 0.0311642 | val_loss: 0.0311833 | Time: 1951.39 ms
[2022-04-12 13:20:19 main:581] : INFO : Epoch 1703 | loss: 0.0311598 | val_loss: 0.0311931 | Time: 1975.41 ms
[2022-04-12 13:20:21 main:581] : INFO : Epoch 1704 | loss: 0.0311716 | val_loss: 0.0311751 | Time: 1994.72 ms
[2022-04-12 13:20:23 main:581] : INFO : Epoch 1705 | loss: 0.0311586 | val_loss: 0.0311782 | Time: 1967.83 ms
[2022-04-12 13:20:25 main:581] : INFO : Epoch 1706 | loss: 0.0311583 | val_loss: 0.03118 | Time: 1961.44 ms
[2022-04-12 13:20:27 main:581] : INFO : Epoch 1707 | loss: 0.0311617 | val_loss: 0.0311879 | Time: 1997.06 ms
[2022-04-12 13:20:29 main:581] : INFO : Epoch 1708 | loss: 0.0311599 | val_loss: 0.0311728 | Time: 1985.96 ms
[2022-04-12 13:20:31 main:581] : INFO : Epoch 1709 | loss: 0.0311574 | val_loss: 0.0311802 | Time: 1961.09 ms
[2022-04-12 13:20:32 main:581] : INFO : Epoch 1710 | loss: 0.0311567 | val_loss: 0.0311695 | Time: 1954.87 ms
[2022-04-12 13:20:34 main:581] : INFO : Epoch 1711 | loss: 0.0311571 | val_loss: 0.0311687 | Time: 1984.02 ms
[2022-04-12 13:20:36 main:581] : INFO : Epoch 1712 | loss: 0.0311615 | val_loss: 0.0311817 | Time: 1977.15 ms
[2022-04-12 13:20:38 main:581] : INFO : Epoch 1713 | loss: 0.0311623 | val_loss: 0.0311698 | Time: 1939.94 ms
[2022-04-12 13:20:40 main:581] : INFO : Epoch 1714 | loss: 0.0311581 | val_loss: 0.0311691 | Time: 1948.93 ms
[2022-04-12 13:20:42 main:581] : INFO : Epoch 1715 | loss: 0.0311589 | val_loss: 0.0311677 | Time: 1979.7 ms
[2022-04-12 13:20:44 main:581] : INFO : Epoch 1716 | loss: 0.0311585 | val_loss: 0.0311734 | Time: 1983.94 ms
[2022-04-12 13:20:46 main:581] : INFO : Epoch 1717 | loss: 0.0311605 | val_loss: 0.0311815 | Time: 1952.29 ms
[2022-04-12 13:20:48 main:581] : INFO : Epoch 1718 | loss: 0.0311627 | val_loss: 0.0311719 | Time: 1994.64 ms
[2022-04-12 13:20:50 main:581] : INFO : Epoch 1719 | loss: 0.0311641 | val_loss: 0.0311715 | Time: 2005.42 ms
[2022-04-12 13:20:52 main:581] : INFO : Epoch 1720 | loss: 0.0311579 | val_loss: 0.0311763 | Time: 1978.52 ms
[2022-04-12 13:20:54 main:581] : INFO : Epoch 1721 | loss: 0.0311574 | val_loss: 0.031176 | Time: 2014.97 ms
[2022-04-12 13:20:56 main:581] : INFO : Epoch 1722 | loss: 0.0311574 | val_loss: 0.0311742 | Time: 2008.08 ms
[2022-04-12 13:20:58 main:581] : INFO : Epoch 1723 | loss: 0.0311576 | val_loss: 0.0311747 | Time: 1979.33 ms
[2022-04-12 13:21:00 main:581] : INFO : Epoch 1724 | loss: 0.0311566 | val_loss: 0.0311717 | Time: 1991.92 ms
[2022-04-12 13:21:02 main:581] : INFO : Epoch 1725 | loss: 0.0311574 | val_loss: 0.0311734 | Time: 1989.62 ms
[2022-04-12 13:21:04 main:581] : INFO : Epoch 1726 | loss: 0.031158 | val_loss: 0.0311705 | Time: 1939.16 ms
[2022-04-12 13:21:06 main:581] : INFO : Epoch 1727 | loss: 0.0311571 | val_loss: 0.0311698 | Time: 1992.82 ms
[2022-04-12 13:21:08 main:581] : INFO : Epoch 1728 | loss: 0.0311591 | val_loss: 0.0311703 | Time: 1922.42 ms
[2022-04-12 13:21:10 main:581] : INFO : Epoch 1729 | loss: 0.0311587 | val_loss: 0.0311736 | Time: 1955.12 ms
[2022-04-12 13:21:12 main:581] : INFO : Epoch 1730 | loss: 0.0311588 | val_loss: 0.0311705 | Time: 1990.36 ms
[2022-04-12 13:21:14 main:581] : INFO : Epoch 1731 | loss: 0.0311647 | val_loss: 0.0311724 | Time: 1979.86 ms
[2022-04-12 13:21:16 main:581] : INFO : Epoch 1732 | loss: 0.0311627 | val_loss: 0.0311871 | Time: 1979.09 ms
[2022-04-12 13:21:18 main:581] : INFO : Epoch 1733 | loss: 0.0311705 | val_loss: 0.0311679 | Time: 1986.26 ms
[2022-04-12 13:21:20 main:581] : INFO : Epoch 1734 | loss: 0.0311635 | val_loss: 0.0311717 | Time: 1977.63 ms
[2022-04-12 13:21:22 main:581] : INFO : Epoch 1735 | loss: 0.031161 | val_loss: 0.0311666 | Time: 1952.65 ms
[2022-04-12 13:21:24 main:581] : INFO : Epoch 1736 | loss: 0.0311597 | val_loss: 0.0311675 | Time: 1932.09 ms
[2022-04-12 13:21:26 main:581] : INFO : Epoch 1737 | loss: 0.0311593 | val_loss: 0.0311687 | Time: 1976.23 ms
[2022-04-12 13:21:28 main:581] : INFO : Epoch 1738 | loss: 0.0311566 | val_loss: 0.0311681 | Time: 1992.12 ms
[2022-04-12 13:21:30 main:581] : INFO : Epoch 1739 | loss: 0.0311567 | val_loss: 0.0311676 | Time: 1986.99 ms
[2022-04-12 13:21:32 main:581] : INFO : Epoch 1740 | loss: 0.0311588 | val_loss: 0.0311703 | Time: 1977.75 ms
[2022-04-12 13:21:34 main:581] : INFO : Epoch 1741 | loss: 0.0311596 | val_loss: 0.0311677 | Time: 2006.13 ms
[2022-04-12 13:21:36 main:581] : INFO : Epoch 1742 | loss: 0.0311612 | val_loss: 0.0311746 | Time: 2006.47 ms
[2022-04-12 13:21:38 main:581] : INFO : Epoch 1743 | loss: 0.0311605 | val_loss: 0.0311692 | Time: 2038.7 ms
[2022-04-12 13:21:40 main:581] : INFO : Epoch 1744 | loss: 0.0311584 | val_loss: 0.0311694 | Time: 1975.55 ms
[2022-04-12 13:21:42 main:581] : INFO : Epoch 1745 | loss: 0.0311597 | val_loss: 0.0311735 | Time: 1986.13 ms
[2022-04-12 13:21:44 main:581] : INFO : Epoch 1746 | loss: 0.0311616 | val_loss: 0.0311705 | Time: 1977.55 ms
[2022-04-12 13:21:46 main:581] : INFO : Epoch 1747 | loss: 0.0311591 | val_loss: 0.0311685 | Time: 1988.44 ms
[2022-04-12 13:21:48 main:581] : INFO : Epoch 1748 | loss: 0.0311595 | val_loss: 0.0311734 | Time: 1952.03 ms
[2022-04-12 13:21:50 main:581] : INFO : Epoch 1749 | loss: 0.0311594 | val_loss: 0.0311694 | Time: 1956.85 ms
[2022-04-12 13:21:52 main:581] : INFO : Epoch 1750 | loss: 0.0311613 | val_loss: 0.031174 | Time: 1978.35 ms
[2022-04-12 13:21:54 main:581] : INFO : Epoch 1751 | loss: 0.0311632 | val_loss: 0.0311694 | Time: 2006.93 ms
[2022-04-12 13:21:56 main:581] : INFO : Epoch 1752 | loss: 0.0311639 | val_loss: 0.0311708 | Time: 1977.61 ms
[2022-04-12 13:21:58 main:581] : INFO : Epoch 1753 | loss: 0.0311586 | val_loss: 0.0311687 | Time: 1955.84 ms
[2022-04-12 13:22:00 main:581] : INFO : Epoch 1754 | loss: 0.0311579 | val_loss: 0.03117 | Time: 1986.4 ms
[2022-04-12 13:22:02 main:581] : INFO : Epoch 1755 | loss: 0.0311576 | val_loss: 0.0311692 | Time: 1993.94 ms
[2022-04-12 13:22:04 main:581] : INFO : Epoch 1756 | loss: 0.0311579 | val_loss: 0.0311692 | Time: 1946 ms
[2022-04-12 13:22:05 main:581] : INFO : Epoch 1757 | loss: 0.0311587 | val_loss: 0.0311701 | Time: 1962.47 ms
[2022-04-12 13:22:07 main:581] : INFO : Epoch 1758 | loss: 0.0311583 | val_loss: 0.0311717 | Time: 1989.89 ms
[2022-04-12 13:22:09 main:581] : INFO : Epoch 1759 | loss: 0.031159 | val_loss: 0.0311695 | Time: 1978.75 ms
[2022-04-12 13:22:11 main:581] : INFO : Epoch 1760 | loss: 0.0311587 | val_loss: 0.0311735 | Time: 1953.33 ms
[2022-04-12 13:22:13 main:581] : INFO : Epoch 1761 | loss: 0.0311607 | val_loss: 0.0311789 | Time: 1986.76 ms
[2022-04-12 13:22:15 main:581] : INFO : Epoch 1762 | loss: 0.0311625 | val_loss: 0.031172 | Time: 1987.13 ms
[2022-04-12 13:22:17 main:581] : INFO : Epoch 1763 | loss: 0.0311575 | val_loss: 0.0311692 | Time: 2014.17 ms
[2022-04-12 13:22:19 main:581] : INFO : Epoch 1764 | loss: 0.0311551 | val_loss: 0.0311714 | Time: 1920.24 ms
[2022-04-12 13:22:21 main:581] : INFO : Epoch 1765 | loss: 0.0311571 | val_loss: 0.0311719 | Time: 1977.84 ms
[2022-04-12 13:22:23 main:581] : INFO : Epoch 1766 | loss: 0.0311563 | val_loss: 0.031171 | Time: 1997.02 ms
[2022-04-12 13:22:25 main:581] : INFO : Epoch 1767 | loss: 0.0311576 | val_loss: 0.0311751 | Time: 2003.17 ms
[2022-04-12 13:22:27 main:581] : INFO : Epoch 1768 | loss: 0.0311601 | val_loss: 0.0311928 | Time: 1963.73 ms
[2022-04-12 13:22:29 main:581] : INFO : Epoch 1769 | loss: 0.0311638 | val_loss: 0.0311713 | Time: 1999.22 ms
[2022-04-12 13:22:31 main:581] : INFO : Epoch 1770 | loss: 0.0311609 | val_loss: 0.0311712 | Time: 2004.16 ms
[2022-04-12 13:22:33 main:581] : INFO : Epoch 1771 | loss: 0.0311585 | val_loss: 0.031168 | Time: 1975.65 ms
[2022-04-12 13:22:35 main:581] : INFO : Epoch 1772 | loss: 0.0311596 | val_loss: 0.0311795 | Time: 1964.95 ms
[2022-04-12 13:22:37 main:581] : INFO : Epoch 1773 | loss: 0.0311632 | val_loss: 0.0311806 | Time: 1971.11 ms
[2022-04-12 13:22:39 main:581] : INFO : Epoch 1774 | loss: 0.0311578 | val_loss: 0.0311722 | Time: 1980.48 ms
[2022-04-12 13:22:41 main:581] : INFO : Epoch 1775 | loss: 0.0311584 | val_loss: 0.0311696 | Time: 1974.51 ms
[2022-04-12 13:22:43 main:581] : INFO : Epoch 1776 | loss: 0.0311553 | val_loss: 0.0311694 | Time: 1968.31 ms
[2022-04-12 13:22:45 main:581] : INFO : Epoch 1777 | loss: 0.0311567 | val_loss: 0.0311703 | Time: 1953.88 ms
[2022-04-12 13:22:47 main:581] : INFO : Epoch 1778 | loss: 0.0311546 | val_loss: 0.0311685 | Time: 1941.01 ms
[2022-04-12 13:22:49 main:581] : INFO : Epoch 1779 | loss: 0.0311557 | val_loss: 0.0311677 | Time: 1934.38 ms
[2022-04-12 13:22:51 main:581] : INFO : Epoch 1780 | loss: 0.0311548 | val_loss: 0.0311689 | Time: 1975.62 ms
[2022-04-12 13:22:53 main:581] : INFO : Epoch 1781 | loss: 0.0311592 | val_loss: 0.0311829 | Time: 1943.2 ms
[2022-04-12 13:22:55 main:581] : INFO : Epoch 1782 | loss: 0.0311608 | val_loss: 0.0311729 | Time: 1923.73 ms
[2022-04-12 13:22:57 main:581] : INFO : Epoch 1783 | loss: 0.0311588 | val_loss: 0.0311832 | Time: 1949.3 ms
[2022-04-12 13:22:59 main:581] : INFO : Epoch 1784 | loss: 0.0311619 | val_loss: 0.0311665 | Time: 1951.37 ms
[2022-04-12 13:23:01 main:581] : INFO : Epoch 1785 | loss: 0.0311551 | val_loss: 0.0311752 | Time: 1965.2 ms
[2022-04-12 13:23:03 main:581] : INFO : Epoch 1786 | loss: 0.0311585 | val_loss: 0.0311668 | Time: 1973.75 ms
[2022-04-12 13:23:05 main:581] : INFO : Epoch 1787 | loss: 0.0311561 | val_loss: 0.0311685 | Time: 1909.91 ms
[2022-04-12 13:23:06 main:581] : INFO : Epoch 1788 | loss: 0.0311574 | val_loss: 0.0311682 | Time: 1908.84 ms
[2022-04-12 13:23:08 main:581] : INFO : Epoch 1789 | loss: 0.0311572 | val_loss: 0.0311689 | Time: 1968.15 ms
[2022-04-12 13:23:10 main:581] : INFO : Epoch 1790 | loss: 0.0311559 | val_loss: 0.0311694 | Time: 1956.56 ms
[2022-04-12 13:23:12 main:581] : INFO : Epoch 1791 | loss: 0.0311608 | val_loss: 0.0311686 | Time: 1977.12 ms
[2022-04-12 13:23:14 main:581] : INFO : Epoch 1792 | loss: 0.0311622 | val_loss: 0.031171 | Time: 1966.2 ms
[2022-04-12 13:23:16 main:581] : INFO : Epoch 1793 | loss: 0.0311619 | val_loss: 0.0311669 | Time: 1975.87 ms
[2022-04-12 13:23:18 main:581] : INFO : Epoch 1794 | loss: 0.0311578 | val_loss: 0.0311685 | Time: 1965.96 ms
[2022-04-12 13:23:20 main:581] : INFO : Epoch 1795 | loss: 0.0311584 | val_loss: 0.0311723 | Time: 1942.71 ms
[2022-04-12 13:23:22 main:581] : INFO : Epoch 1796 | loss: 0.0311564 | val_loss: 0.0311756 | Time: 1959.71 ms
[2022-04-12 13:23:24 main:581] : INFO : Epoch 1797 | loss: 0.0311599 | val_loss: 0.0311725 | Time: 1968.35 ms
[2022-04-12 13:23:26 main:581] : INFO : Epoch 1798 | loss: 0.0311617 | val_loss: 0.0311703 | Time: 1977.24 ms
[2022-04-12 13:23:28 main:581] : INFO : Epoch 1799 | loss: 0.0311619 | val_loss: 0.0311709 | Time: 1923.59 ms
[2022-04-12 13:23:30 main:581] : INFO : Epoch 1800 | loss: 0.0311606 | val_loss: 0.0311694 | Time: 1962.04 ms
[2022-04-12 13:23:32 main:581] : INFO : Epoch 1801 | loss: 0.0311611 | val_loss: 0.0311711 | Time: 1963.71 ms
[2022-04-12 13:23:34 main:581] : INFO : Epoch 1802 | loss: 0.0311616 | val_loss: 0.0311695 | Time: 1975.77 ms
[2022-04-12 13:23:36 main:581] : INFO : Epoch 1803 | loss: 0.0311589 | val_loss: 0.0311665 | Time: 1967.61 ms
[2022-04-12 13:23:38 main:581] : INFO : Epoch 1804 | loss: 0.0311575 | val_loss: 0.031167 | Time: 1976.87 ms
[2022-04-12 13:23:40 main:581] : INFO : Epoch 1805 | loss: 0.0311574 | val_loss: 0.0311665 | Time: 1983.36 ms
[2022-04-12 13:23:42 main:581] : INFO : Epoch 1806 | loss: 0.031159 | val_loss: 0.0311779 | Time: 1977.48 ms
[2022-04-12 13:23:44 main:581] : INFO : Epoch 1807 | loss: 0.0311614 | val_loss: 0.0311703 | Time: 1971.33 ms
[2022-04-12 13:23:46 main:581] : INFO : Epoch 1808 | loss: 0.0311587 | val_loss: 0.0311688 | Time: 1976.56 ms
[2022-04-12 13:23:48 main:581] : INFO : Epoch 1809 | loss: 0.0311561 | val_loss: 0.0311687 | Time: 1989.66 ms
[2022-04-12 13:23:50 main:581] : INFO : Epoch 1810 | loss: 0.0311565 | val_loss: 0.0311702 | Time: 1996.38 ms
[2022-04-12 13:23:52 main:581] : INFO : Epoch 1811 | loss: 0.0311582 | val_loss: 0.0311731 | Time: 1958.8 ms
[2022-04-12 13:23:54 main:581] : INFO : Epoch 1812 | loss: 0.0311589 | val_loss: 0.031172 | Time: 1982.05 ms
[2022-04-12 13:23:56 main:581] : INFO : Epoch 1813 | loss: 0.0311598 | val_loss: 0.0311703 | Time: 1969.07 ms
[2022-04-12 13:23:58 main:581] : INFO : Epoch 1814 | loss: 0.0311576 | val_loss: 0.0311665 | Time: 1966.01 ms
[2022-04-12 13:24:00 main:581] : INFO : Epoch 1815 | loss: 0.0311631 | val_loss: 0.0311684 | Time: 1957.7 ms
[2022-04-12 13:24:02 main:581] : INFO : Epoch 1816 | loss: 0.0311576 | val_loss: 0.0311679 | Time: 1931.09 ms
[2022-04-12 13:24:03 main:581] : INFO : Epoch 1817 | loss: 0.0311584 | val_loss: 0.0311691 | Time: 1971.01 ms
[2022-04-12 13:24:05 main:581] : INFO : Epoch 1818 | loss: 0.0311574 | val_loss: 0.0311697 | Time: 1972.06 ms
[2022-04-12 13:24:07 main:581] : INFO : Epoch 1819 | loss: 0.0311606 | val_loss: 0.0311703 | Time: 1914.66 ms
[2022-04-12 13:24:09 main:581] : INFO : Epoch 1820 | loss: 0.0311614 | val_loss: 0.0311677 | Time: 1976.39 ms
[2022-04-12 13:24:11 main:581] : INFO : Epoch 1821 | loss: 0.0311599 | val_loss: 0.0311705 | Time: 1967.02 ms
[2022-04-12 13:24:13 main:581] : INFO : Epoch 1822 | loss: 0.0311591 | val_loss: 0.0311673 | Time: 1945.64 ms
[2022-04-12 13:24:15 main:581] : INFO : Epoch 1823 | loss: 0.0311568 | val_loss: 0.0311704 | Time: 1922.78 ms
[2022-04-12 13:24:17 main:581] : INFO : Epoch 1824 | loss: 0.0311584 | val_loss: 0.0311679 | Time: 1953.78 ms
[2022-04-12 13:24:19 main:581] : INFO : Epoch 1825 | loss: 0.0311595 | val_loss: 0.0311685 | Time: 1965.83 ms
[2022-04-12 13:24:21 main:581] : INFO : Epoch 1826 | loss: 0.0311597 | val_loss: 0.0311713 | Time: 1952.11 ms
[2022-04-12 13:24:23 main:581] : INFO : Epoch 1827 | loss: 0.0311592 | val_loss: 0.0311678 | Time: 1966.65 ms
[2022-04-12 13:24:25 main:581] : INFO : Epoch 1828 | loss: 0.0311569 | val_loss: 0.0311659 | Time: 1931.96 ms
[2022-04-12 13:24:27 main:581] : INFO : Epoch 1829 | loss: 0.0311581 | val_loss: 0.0311685 | Time: 1977.19 ms
[2022-04-12 13:24:29 main:581] : INFO : Epoch 1830 | loss: 0.031161 | val_loss: 0.0311672 | Time: 1997.94 ms
[2022-04-12 13:24:31 main:581] : INFO : Epoch 1831 | loss: 0.0311561 | val_loss: 0.0311651 | Time: 1970.14 ms
[2022-04-12 13:24:33 main:581] : INFO : Epoch 1832 | loss: 0.0311546 | val_loss: 0.0311666 | Time: 1950.75 ms
[2022-04-12 13:24:35 main:581] : INFO : Epoch 1833 | loss: 0.0311557 | val_loss: 0.0311766 | Time: 1970.16 ms
[2022-04-12 13:24:37 main:581] : INFO : Epoch 1834 | loss: 0.0311586 | val_loss: 0.0311667 | Time: 1967.73 ms
[2022-04-12 13:24:39 main:581] : INFO : Epoch 1835 | loss: 0.0311579 | val_loss: 0.0311718 | Time: 1943.6 ms
[2022-04-12 13:24:41 main:581] : INFO : Epoch 1836 | loss: 0.0311583 | val_loss: 0.0311728 | Time: 1932.57 ms
[2022-04-12 13:24:43 main:581] : INFO : Epoch 1837 | loss: 0.0311595 | val_loss: 0.0311724 | Time: 1975.44 ms
[2022-04-12 13:24:45 main:581] : INFO : Epoch 1838 | loss: 0.0311585 | val_loss: 0.0311702 | Time: 1957.88 ms
[2022-04-12 13:24:47 main:581] : INFO : Epoch 1839 | loss: 0.0311572 | val_loss: 0.0311694 | Time: 1960.62 ms
[2022-04-12 13:24:49 main:581] : INFO : Epoch 1840 | loss: 0.0311576 | val_loss: 0.0311725 | Time: 1936.95 ms
[2022-04-12 13:24:51 main:581] : INFO : Epoch 1841 | loss: 0.0311682 | val_loss: 0.0311794 | Time: 2000.2 ms
[2022-04-12 13:24:53 main:581] : INFO : Epoch 1842 | loss: 0.0311613 | val_loss: 0.0311728 | Time: 1992.28 ms
[2022-04-12 13:24:54 main:581] : INFO : Epoch 1843 | loss: 0.031159 | val_loss: 0.0311669 | Time: 1988.78 ms
[2022-04-12 13:24:56 main:581] : INFO : Epoch 1844 | loss: 0.0311584 | val_loss: 0.0311654 | Time: 1988.02 ms
[2022-04-12 13:24:58 main:581] : INFO : Epoch 1845 | loss: 0.0311571 | val_loss: 0.03117 | Time: 1993.05 ms
[2022-04-12 13:25:00 main:581] : INFO : Epoch 1846 | loss: 0.0311594 | val_loss: 0.0311656 | Time: 1943.62 ms
[2022-04-12 13:25:02 main:581] : INFO : Epoch 1847 | loss: 0.0311585 | val_loss: 0.0311705 | Time: 1985.58 ms
[2022-04-12 13:25:04 main:581] : INFO : Epoch 1848 | loss: 0.0311573 | val_loss: 0.0311675 | Time: 1979.62 ms
[2022-04-12 13:25:06 main:581] : INFO : Epoch 1849 | loss: 0.031158 | val_loss: 0.0311656 | Time: 1960.24 ms
[2022-04-12 13:25:08 main:581] : INFO : Epoch 1850 | loss: 0.0311605 | val_loss: 0.0311717 | Time: 1961 ms
[2022-04-12 13:25:10 main:581] : INFO : Epoch 1851 | loss: 0.0311619 | val_loss: 0.0311694 | Time: 1965.94 ms
[2022-04-12 13:25:12 main:581] : INFO : Epoch 1852 | loss: 0.0311581 | val_loss: 0.0311673 | Time: 1967.13 ms
[2022-04-12 13:25:14 main:581] : INFO : Epoch 1853 | loss: 0.0311568 | val_loss: 0.0311657 | Time: 1980.38 ms
[2022-04-12 13:25:16 main:581] : INFO : Epoch 1854 | loss: 0.0311592 | val_loss: 0.0311683 | Time: 1972.08 ms
[2022-04-12 13:25:18 main:581] : INFO : Epoch 1855 | loss: 0.0311566 | val_loss: 0.0311684 | Time: 1986.84 ms
[2022-04-12 13:25:20 main:581] : INFO : Epoch 1856 | loss: 0.0311561 | val_loss: 0.0311689 | Time: 1993.99 ms
[2022-04-12 13:25:22 main:581] : INFO : Epoch 1857 | loss: 0.0311569 | val_loss: 0.0311693 | Time: 1980.47 ms
[2022-04-12 13:25:24 main:581] : INFO : Epoch 1858 | loss: 0.0311568 | val_loss: 0.0311719 | Time: 1996.5 ms
[2022-04-12 13:25:26 main:581] : INFO : Epoch 1859 | loss: 0.0311578 | val_loss: 0.0311705 | Time: 1940.6 ms
[2022-04-12 13:25:28 main:581] : INFO : Epoch 1860 | loss: 0.0311603 | val_loss: 0.0311686 | Time: 1964.3 ms
[2022-04-12 13:25:30 main:581] : INFO : Epoch 1861 | loss: 0.0311578 | val_loss: 0.0311673 | Time: 1971.38 ms
[2022-04-12 13:25:32 main:581] : INFO : Epoch 1862 | loss: 0.0311577 | val_loss: 0.0311646 | Time: 1977.31 ms
[2022-04-12 13:25:34 main:581] : INFO : Epoch 1863 | loss: 0.031156 | val_loss: 0.0311724 | Time: 1961.39 ms
[2022-04-12 13:25:36 main:581] : INFO : Epoch 1864 | loss: 0.0311579 | val_loss: 0.0311717 | Time: 1975.2 ms
[2022-04-12 13:25:38 main:581] : INFO : Epoch 1865 | loss: 0.0311559 | val_loss: 0.031165 | Time: 1971.38 ms
[2022-04-12 13:25:40 main:581] : INFO : Epoch 1866 | loss: 0.0311543 | val_loss: 0.031167 | Time: 1954.87 ms
[2022-04-12 13:25:42 main:581] : INFO : Epoch 1867 | loss: 0.0311546 | val_loss: 0.0311669 | Time: 1962.49 ms
[2022-04-12 13:25:44 main:581] : INFO : Epoch 1868 | loss: 0.0311568 | val_loss: 0.0311662 | Time: 1971.59 ms
[2022-04-12 13:25:46 main:581] : INFO : Epoch 1869 | loss: 0.0311576 | val_loss: 0.0311665 | Time: 1958.16 ms
[2022-04-12 13:25:48 main:581] : INFO : Epoch 1870 | loss: 0.0311549 | val_loss: 0.031166 | Time: 1928.84 ms
[2022-04-12 13:25:50 main:581] : INFO : Epoch 1871 | loss: 0.0311539 | val_loss: 0.0311675 | Time: 1922.56 ms
[2022-04-12 13:25:52 main:581] : INFO : Epoch 1872 | loss: 0.0311537 | val_loss: 0.0311662 | Time: 1969.85 ms
[2022-04-12 13:25:54 main:581] : INFO : Epoch 1873 | loss: 0.0311552 | val_loss: 0.031165 | Time: 1958.93 ms
[2022-04-12 13:25:56 main:581] : INFO : Epoch 1874 | loss: 0.0311555 | val_loss: 0.0311675 | Time: 1971.08 ms
[2022-04-12 13:25:57 main:581] : INFO : Epoch 1875 | loss: 0.0311613 | val_loss: 0.0311842 | Time: 1961.62 ms
[2022-04-12 13:25:59 main:581] : INFO : Epoch 1876 | loss: 0.0311663 | val_loss: 0.0311744 | Time: 1978.76 ms
[2022-04-12 13:26:01 main:581] : INFO : Epoch 1877 | loss: 0.031161 | val_loss: 0.0311995 | Time: 1961.09 ms
[2022-04-12 13:26:03 main:581] : INFO : Epoch 1878 | loss: 0.0311621 | val_loss: 0.0311678 | Time: 1967.79 ms
[2022-04-12 13:26:05 main:581] : INFO : Epoch 1879 | loss: 0.0311561 | val_loss: 0.0311687 | Time: 1933.96 ms
[2022-04-12 13:26:07 main:581] : INFO : Epoch 1880 | loss: 0.0311545 | val_loss: 0.0311672 | Time: 1988.4 ms
[2022-04-12 13:26:09 main:581] : INFO : Epoch 1881 | loss: 0.0311533 | val_loss: 0.0311702 | Time: 1973.79 ms
[2022-04-12 13:26:11 main:581] : INFO : Epoch 1882 | loss: 0.0311572 | val_loss: 0.0311677 | Time: 1963.08 ms
[2022-04-12 13:26:13 main:581] : INFO : Epoch 1883 | loss: 0.0311575 | val_loss: 0.0311667 | Time: 1957.71 ms
[2022-04-12 13:26:15 main:581] : INFO : Epoch 1884 | loss: 0.0311562 | val_loss: 0.0311662 | Time: 1903.91 ms
[2022-04-12 13:26:17 main:581] : INFO : Epoch 1885 | loss: 0.0311562 | val_loss: 0.0311657 | Time: 1908.87 ms
[2022-04-12 13:26:19 main:581] : INFO : Epoch 1886 | loss: 0.0311533 | val_loss: 0.0311692 | Time: 1946.62 ms
[2022-04-12 13:26:21 main:581] : INFO : Epoch 1887 | loss: 0.0311549 | val_loss: 0.031164 | Time: 1959.97 ms
[2022-04-12 13:26:23 main:581] : INFO : Epoch 1888 | loss: 0.0311554 | val_loss: 0.0311681 | Time: 1970.47 ms
[2022-04-12 13:26:25 main:581] : INFO : Epoch 1889 | loss: 0.0311536 | val_loss: 0.0311668 | Time: 1965.66 ms
[2022-04-12 13:26:27 main:581] : INFO : Epoch 1890 | loss: 0.0311545 | val_loss: 0.0311663 | Time: 1965.21 ms
[2022-04-12 13:26:29 main:581] : INFO : Epoch 1891 | loss: 0.0311559 | val_loss: 0.0311666 | Time: 1970.33 ms
[2022-04-12 13:26:31 main:581] : INFO : Epoch 1892 | loss: 0.0311572 | val_loss: 0.0311698 | Time: 1966 ms
[2022-04-12 13:26:33 main:581] : INFO : Epoch 1893 | loss: 0.0311578 | val_loss: 0.0311661 | Time: 1966.55 ms
[2022-04-12 13:26:35 main:581] : INFO : Epoch 1894 | loss: 0.0311556 | val_loss: 0.0311695 | Time: 1971.46 ms
[2022-04-12 13:26:37 main:581] : INFO : Epoch 1895 | loss: 0.031155 | val_loss: 0.0311672 | Time: 1961.79 ms
[2022-04-12 13:26:39 main:581] : INFO : Epoch 1896 | loss: 0.0311582 | val_loss: 0.0311695 | Time: 1959.59 ms
[2022-04-12 13:26:41 main:581] : INFO : Epoch 1897 | loss: 0.0311587 | val_loss: 0.0311692 | Time: 1963.29 ms
[2022-04-12 13:26:43 main:581] : INFO : Epoch 1898 | loss: 0.031156 | val_loss: 0.0311706 | Time: 1979.37 ms
[2022-04-12 13:26:45 main:581] : INFO : Epoch 1899 | loss: 0.0311568 | val_loss: 0.0311702 | Time: 1959.47 ms
[2022-04-12 13:26:47 main:581] : INFO : Epoch 1900 | loss: 0.0311548 | val_loss: 0.0311678 | Time: 1974.9 ms
[2022-04-12 13:26:48 main:581] : INFO : Epoch 1901 | loss: 0.0311544 | val_loss: 0.0311665 | Time: 1970.65 ms
[2022-04-12 13:26:50 main:581] : INFO : Epoch 1902 | loss: 0.0311547 | val_loss: 0.0311664 | Time: 1944.86 ms
[2022-04-12 13:26:52 main:581] : INFO : Epoch 1903 | loss: 0.0311535 | val_loss: 0.0311703 | Time: 2001.58 ms
[2022-04-12 13:26:54 main:581] : INFO : Epoch 1904 | loss: 0.0311564 | val_loss: 0.0311759 | Time: 1991.11 ms
[2022-04-12 13:26:56 main:581] : INFO : Epoch 1905 | loss: 0.0311573 | val_loss: 0.031169 | Time: 1952.84 ms
[2022-04-12 13:26:58 main:581] : INFO : Epoch 1906 | loss: 0.0311555 | val_loss: 0.0311707 | Time: 1983.41 ms
[2022-04-12 13:27:00 main:581] : INFO : Epoch 1907 | loss: 0.0311567 | val_loss: 0.0311688 | Time: 1980.36 ms
[2022-04-12 13:27:02 main:581] : INFO : Epoch 1908 | loss: 0.0311535 | val_loss: 0.0311707 | Time: 1983.69 ms
[2022-04-12 13:27:04 main:581] : INFO : Epoch 1909 | loss: 0.0311548 | val_loss: 0.0311677 | Time: 1884.82 ms
[2022-04-12 13:27:06 main:581] : INFO : Epoch 1910 | loss: 0.0311567 | val_loss: 0.0311694 | Time: 1945.29 ms
[2022-04-12 13:27:08 main:581] : INFO : Epoch 1911 | loss: 0.0311565 | val_loss: 0.031167 | Time: 1974.34 ms
[2022-04-12 13:27:10 main:581] : INFO : Epoch 1912 | loss: 0.0311565 | val_loss: 0.0311699 | Time: 1956.44 ms
[2022-04-12 13:27:12 main:581] : INFO : Epoch 1913 | loss: 0.0311573 | val_loss: 0.0311699 | Time: 1959.2 ms
[2022-04-12 13:27:14 main:581] : INFO : Epoch 1914 | loss: 0.0311623 | val_loss: 0.0311673 | Time: 1974.09 ms
[2022-04-12 13:27:16 main:581] : INFO : Epoch 1915 | loss: 0.0311593 | val_loss: 0.0311685 | Time: 1974.03 ms
[2022-04-12 13:27:18 main:581] : INFO : Epoch 1916 | loss: 0.0311584 | val_loss: 0.0311669 | Time: 1975.72 ms
[2022-04-12 13:27:20 main:581] : INFO : Epoch 1917 | loss: 0.0311601 | val_loss: 0.0311693 | Time: 1974.5 ms
[2022-04-12 13:27:22 main:581] : INFO : Epoch 1918 | loss: 0.0311587 | val_loss: 0.0311714 | Time: 1973.6 ms
[2022-04-12 13:27:24 main:581] : INFO : Epoch 1919 | loss: 0.0311625 | val_loss: 0.0311764 | Time: 1965.63 ms
[2022-04-12 13:27:26 main:581] : INFO : Epoch 1920 | loss: 0.0311581 | val_loss: 0.0311673 | Time: 1979.63 ms
[2022-04-12 13:27:28 main:581] : INFO : Epoch 1921 | loss: 0.0311555 | val_loss: 0.0311709 | Time: 1917.15 ms
[2022-04-12 13:27:30 main:581] : INFO : Epoch 1922 | loss: 0.0311576 | val_loss: 0.0311748 | Time: 1962.35 ms
[2022-04-12 13:27:32 main:581] : INFO : Epoch 1923 | loss: 0.0311703 | val_loss: 0.0311788 | Time: 1973.63 ms
[2022-04-12 13:27:34 main:581] : INFO : Epoch 1924 | loss: 0.0311718 | val_loss: 0.0311762 | Time: 1959.2 ms
[2022-04-12 13:27:36 main:581] : INFO : Epoch 1925 | loss: 0.0311698 | val_loss: 0.0311755 | Time: 1945.32 ms
[2022-04-12 13:27:38 main:581] : INFO : Epoch 1926 | loss: 0.0311717 | val_loss: 0.0311743 | Time: 1966.71 ms
[2022-04-12 13:27:40 main:581] : INFO : Epoch 1927 | loss: 0.0311714 | val_loss: 0.0311745 | Time: 1989.45 ms
[2022-04-12 13:27:42 main:581] : INFO : Epoch 1928 | loss: 0.0311705 | val_loss: 0.0311753 | Time: 1999.68 ms
[2022-04-12 13:27:44 main:581] : INFO : Epoch 1929 | loss: 0.031169 | val_loss: 0.0311717 | Time: 1947.86 ms
[2022-04-12 13:27:46 main:581] : INFO : Epoch 1930 | loss: 0.0311664 | val_loss: 0.0311703 | Time: 1994.33 ms
[2022-04-12 13:27:48 main:581] : INFO : Epoch 1931 | loss: 0.0311644 | val_loss: 0.0311685 | Time: 1991.79 ms
[2022-04-12 13:27:50 main:581] : INFO : Epoch 1932 | loss: 0.031165 | val_loss: 0.031168 | Time: 2017.44 ms
[2022-04-12 13:27:52 main:581] : INFO : Epoch 1933 | loss: 0.0311661 | val_loss: 0.0311755 | Time: 2026.48 ms
[2022-04-12 13:27:54 main:581] : INFO : Epoch 1934 | loss: 0.0311674 | val_loss: 0.0311693 | Time: 2004.25 ms
[2022-04-12 13:27:56 main:581] : INFO : Epoch 1935 | loss: 0.0311654 | val_loss: 0.0311689 | Time: 1972.81 ms
[2022-04-12 13:27:58 main:581] : INFO : Epoch 1936 | loss: 0.0311656 | val_loss: 0.0311651 | Time: 1987.42 ms
[2022-04-12 13:28:00 main:581] : INFO : Epoch 1937 | loss: 0.0311632 | val_loss: 0.0311724 | Time: 2011.04 ms
[2022-04-12 13:28:02 main:581] : INFO : Epoch 1938 | loss: 0.0311722 | val_loss: 0.0311728 | Time: 1971.13 ms
[2022-04-12 13:28:04 main:581] : INFO : Epoch 1939 | loss: 0.0311719 | val_loss: 0.0311702 | Time: 2036.42 ms
[2022-04-12 13:28:06 main:581] : INFO : Epoch 1940 | loss: 0.0311843 | val_loss: 0.0311807 | Time: 1948.72 ms
[2022-04-12 13:28:07 main:581] : INFO : Epoch 1941 | loss: 0.0311861 | val_loss: 0.0311832 | Time: 1974.19 ms
[2022-04-12 13:28:09 main:581] : INFO : Epoch 1942 | loss: 0.0311916 | val_loss: 0.0311877 | Time: 1975.57 ms
[2022-04-12 13:28:11 main:581] : INFO : Epoch 1943 | loss: 0.0311964 | val_loss: 0.0311914 | Time: 2025.45 ms
[2022-04-12 13:28:14 main:581] : INFO : Epoch 1944 | loss: 0.0311924 | val_loss: 0.0311884 | Time: 2049.63 ms
[2022-04-12 13:28:16 main:581] : INFO : Epoch 1945 | loss: 0.03119 | val_loss: 0.0311877 | Time: 1989.48 ms
[2022-04-12 13:28:18 main:581] : INFO : Epoch 1946 | loss: 0.0311882 | val_loss: 0.031185 | Time: 1990.92 ms
[2022-04-12 13:28:19 main:581] : INFO : Epoch 1947 | loss: 0.0311875 | val_loss: 0.031189 | Time: 1943.15 ms
[2022-04-12 13:28:21 main:581] : INFO : Epoch 1948 | loss: 0.0311882 | val_loss: 0.0311876 | Time: 1975.07 ms
[2022-04-12 13:28:23 main:581] : INFO : Epoch 1949 | loss: 0.0311879 | val_loss: 0.0311857 | Time: 1995.72 ms
[2022-04-12 13:28:25 main:581] : INFO : Epoch 1950 | loss: 0.0311851 | val_loss: 0.0311856 | Time: 2022.06 ms
[2022-04-12 13:28:27 main:581] : INFO : Epoch 1951 | loss: 0.0311856 | val_loss: 0.0311832 | Time: 2031.71 ms
[2022-04-12 13:28:29 main:581] : INFO : Epoch 1952 | loss: 0.0311855 | val_loss: 0.0311813 | Time: 1985.78 ms
[2022-04-12 13:28:31 main:581] : INFO : Epoch 1953 | loss: 0.0311841 | val_loss: 0.0311855 | Time: 1994.35 ms
[2022-04-12 13:28:33 main:581] : INFO : Epoch 1954 | loss: 0.0311877 | val_loss: 0.0311827 | Time: 1994.92 ms
[2022-04-12 13:28:35 main:581] : INFO : Epoch 1955 | loss: 0.031185 | val_loss: 0.0311835 | Time: 1991.94 ms
[2022-04-12 13:28:37 main:581] : INFO : Epoch 1956 | loss: 0.0311819 | val_loss: 0.0311825 | Time: 1996.24 ms
[2022-04-12 13:28:39 main:581] : INFO : Epoch 1957 | loss: 0.0311795 | val_loss: 0.0311798 | Time: 1985.16 ms
[2022-04-12 13:28:41 main:581] : INFO : Epoch 1958 | loss: 0.0311791 | val_loss: 0.0311787 | Time: 1995.27 ms
[2022-04-12 13:28:43 main:581] : INFO : Epoch 1959 | loss: 0.0311799 | val_loss: 0.0311783 | Time: 2021.86 ms
[2022-04-12 13:28:45 main:581] : INFO : Epoch 1960 | loss: 0.0311786 | val_loss: 0.0311807 | Time: 1987.08 ms
[2022-04-12 13:28:47 main:581] : INFO : Epoch 1961 | loss: 0.0311788 | val_loss: 0.031179 | Time: 1997.3 ms
[2022-04-12 13:28:49 main:581] : INFO : Epoch 1962 | loss: 0.0311781 | val_loss: 0.0311781 | Time: 2039.69 ms
[2022-04-12 13:28:51 main:581] : INFO : Epoch 1963 | loss: 0.0311782 | val_loss: 0.0311816 | Time: 1999.4 ms
[2022-04-12 13:28:53 main:581] : INFO : Epoch 1964 | loss: 0.0311823 | val_loss: 0.0311806 | Time: 2016 ms
[2022-04-12 13:28:56 main:581] : INFO : Epoch 1965 | loss: 0.0311787 | val_loss: 0.0311792 | Time: 2001.78 ms
[2022-04-12 13:28:57 main:581] : INFO : Epoch 1966 | loss: 0.0311787 | val_loss: 0.0311821 | Time: 1981.31 ms
[2022-04-12 13:28:59 main:581] : INFO : Epoch 1967 | loss: 0.0311784 | val_loss: 0.0311804 | Time: 2000.06 ms
[2022-04-12 13:29:01 main:581] : INFO : Epoch 1968 | loss: 0.0311776 | val_loss: 0.0311795 | Time: 2002.47 ms
[2022-04-12 13:29:03 main:581] : INFO : Epoch 1969 | loss: 0.0311775 | val_loss: 0.0311786 | Time: 1976.07 ms
[2022-04-12 13:29:05 main:581] : INFO : Epoch 1970 | loss: 0.031178 | val_loss: 0.0311781 | Time: 1997.37 ms
[2022-04-12 13:29:07 main:581] : INFO : Epoch 1971 | loss: 0.0311783 | val_loss: 0.0311804 | Time: 1979.13 ms
[2022-04-12 13:29:09 main:581] : INFO : Epoch 1972 | loss: 0.0311766 | val_loss: 0.0311801 | Time: 2004.28 ms
[2022-04-12 13:29:11 main:581] : INFO : Epoch 1973 | loss: 0.0311763 | val_loss: 0.0311799 | Time: 1944.23 ms
[2022-04-12 13:29:13 main:581] : INFO : Epoch 1974 | loss: 0.0311781 | val_loss: 0.0311804 | Time: 1981.08 ms
[2022-04-12 13:29:15 main:581] : INFO : Epoch 1975 | loss: 0.0311782 | val_loss: 0.0311797 | Time: 1960.85 ms
[2022-04-12 13:29:17 main:581] : INFO : Epoch 1976 | loss: 0.0311783 | val_loss: 0.0311899 | Time: 1993.71 ms
[2022-04-12 13:29:19 main:581] : INFO : Epoch 1977 | loss: 0.0311779 | val_loss: 0.0311811 | Time: 1966.51 ms
[2022-04-12 13:29:21 main:581] : INFO : Epoch 1978 | loss: 0.0311774 | val_loss: 0.0311831 | Time: 2010.87 ms
[2022-04-12 13:29:23 main:581] : INFO : Epoch 1979 | loss: 0.0311781 | val_loss: 0.0311799 | Time: 1971.05 ms
[2022-04-12 13:29:25 main:581] : INFO : Epoch 1980 | loss: 0.0311791 | val_loss: 0.0311843 | Time: 1992.02 ms
[2022-04-12 13:29:27 main:581] : INFO : Epoch 1981 | loss: 0.0311783 | val_loss: 0.0311786 | Time: 1984.86 ms
[2022-04-12 13:29:29 main:581] : INFO : Epoch 1982 | loss: 0.0311778 | val_loss: 0.0311824 | Time: 1953.89 ms
[2022-04-12 13:29:31 main:581] : INFO : Epoch 1983 | loss: 0.0311781 | val_loss: 0.0311826 | Time: 2001.57 ms
[2022-04-12 13:29:33 main:581] : INFO : Epoch 1984 | loss: 0.0311774 | val_loss: 0.0311815 | Time: 2026.11 ms
[2022-04-12 13:29:35 main:581] : INFO : Epoch 1985 | loss: 0.0311786 | val_loss: 0.0311832 | Time: 1989.15 ms
[2022-04-12 13:29:37 main:581] : INFO : Epoch 1986 | loss: 0.0311757 | val_loss: 0.0311887 | Time: 1971.22 ms
[2022-04-12 13:29:39 main:581] : INFO : Epoch 1987 | loss: 0.0311797 | val_loss: 0.0311969 | Time: 1968 ms
[2022-04-12 13:29:41 main:581] : INFO : Epoch 1988 | loss: 0.0311774 | val_loss: 0.0311839 | Time: 1971.31 ms
[2022-04-12 13:29:43 main:581] : INFO : Epoch 1989 | loss: 0.0311756 | val_loss: 0.0311865 | Time: 1995.59 ms
[2022-04-12 13:29:45 main:581] : INFO : Epoch 1990 | loss: 0.0311796 | val_loss: 0.0311806 | Time: 2011.07 ms
[2022-04-12 13:29:47 main:581] : INFO : Epoch 1991 | loss: 0.0311775 | val_loss: 0.0311834 | Time: 1942.67 ms
[2022-04-12 13:29:49 main:581] : INFO : Epoch 1992 | loss: 0.0311752 | val_loss: 0.031182 | Time: 1989.06 ms
[2022-04-12 13:29:51 main:581] : INFO : Epoch 1993 | loss: 0.0311768 | val_loss: 0.0311819 | Time: 1982.95 ms
[2022-04-12 13:29:53 main:581] : INFO : Epoch 1994 | loss: 0.0311756 | val_loss: 0.0311828 | Time: 2010.92 ms
[2022-04-12 13:29:55 main:581] : INFO : Epoch 1995 | loss: 0.0311749 | val_loss: 0.0311856 | Time: 2035.05 ms
[2022-04-12 13:29:57 main:581] : INFO : Epoch 1996 | loss: 0.0311761 | val_loss: 0.031183 | Time: 2008.49 ms
[2022-04-12 13:29:59 main:581] : INFO : Epoch 1997 | loss: 0.031176 | val_loss: 0.0311812 | Time: 1997.45 ms
[2022-04-12 13:30:01 main:581] : INFO : Epoch 1998 | loss: 0.0311746 | val_loss: 0.0311815 | Time: 1983.54 ms
[2022-04-12 13:30:03 main:581] : INFO : Epoch 1999 | loss: 0.0311746 | val_loss: 0.0311804 | Time: 1952.55 ms
[2022-04-12 13:30:05 main:581] : INFO : Epoch 2000 | loss: 0.031174 | val_loss: 0.0311796 | Time: 1946.83 ms
[2022-04-12 13:30:07 main:581] : INFO : Epoch 2001 | loss: 0.0311741 | val_loss: 0.0311844 | Time: 1991.14 ms
[2022-04-12 13:30:09 main:581] : INFO : Epoch 2002 | loss: 0.0311751 | val_loss: 0.0311805 | Time: 1928.72 ms
[2022-04-12 13:30:11 main:581] : INFO : Epoch 2003 | loss: 0.0311736 | val_loss: 0.0311817 | Time: 1931.03 ms
[2022-04-12 13:30:13 main:581] : INFO : Epoch 2004 | loss: 0.0311744 | val_loss: 0.0311793 | Time: 1979.99 ms
[2022-04-12 13:30:15 main:581] : INFO : Epoch 2005 | loss: 0.0311759 | val_loss: 0.0311843 | Time: 1992.63 ms
[2022-04-12 13:30:17 main:581] : INFO : Epoch 2006 | loss: 0.0311765 | val_loss: 0.0311823 | Time: 1982.92 ms
[2022-04-12 13:30:19 main:581] : INFO : Epoch 2007 | loss: 0.0311754 | val_loss: 0.0311822 | Time: 1986.2 ms
[2022-04-12 13:30:21 main:581] : INFO : Epoch 2008 | loss: 0.0311754 | val_loss: 0.0311802 | Time: 1975.48 ms
[2022-04-12 13:30:23 main:581] : INFO : Epoch 2009 | loss: 0.0311736 | val_loss: 0.0311809 | Time: 1994.45 ms
[2022-04-12 13:30:25 main:581] : INFO : Epoch 2010 | loss: 0.0311757 | val_loss: 0.0311806 | Time: 1952.61 ms
[2022-04-12 13:30:27 main:581] : INFO : Epoch 2011 | loss: 0.0311754 | val_loss: 0.0311834 | Time: 1985.95 ms
[2022-04-12 13:30:29 main:581] : INFO : Epoch 2012 | loss: 0.0311739 | val_loss: 0.0311842 | Time: 2054.79 ms
[2022-04-12 13:30:31 main:581] : INFO : Epoch 2013 | loss: 0.0311811 | val_loss: 0.0311925 | Time: 2023.03 ms
[2022-04-12 13:30:33 main:581] : INFO : Epoch 2014 | loss: 0.0311777 | val_loss: 0.0311812 | Time: 1999.3 ms
[2022-04-12 13:30:35 main:581] : INFO : Epoch 2015 | loss: 0.0311748 | val_loss: 0.0311804 | Time: 1990.8 ms
[2022-04-12 13:30:37 main:581] : INFO : Epoch 2016 | loss: 0.031175 | val_loss: 0.0311814 | Time: 2003.96 ms
[2022-04-12 13:30:39 main:581] : INFO : Epoch 2017 | loss: 0.0311741 | val_loss: 0.0311814 | Time: 1977.87 ms
[2022-04-12 13:30:41 main:581] : INFO : Epoch 2018 | loss: 0.0311735 | val_loss: 0.0311822 | Time: 1974.66 ms
[2022-04-12 13:30:43 main:581] : INFO : Epoch 2019 | loss: 0.0311769 | val_loss: 0.0311856 | Time: 1972.43 ms
[2022-04-12 13:30:45 main:581] : INFO : Epoch 2020 | loss: 0.0311864 | val_loss: 0.0311921 | Time: 1953.72 ms
[2022-04-12 13:30:47 main:581] : INFO : Epoch 2021 | loss: 0.0311874 | val_loss: 0.0311933 | Time: 1977.93 ms
[2022-04-12 13:30:49 main:581] : INFO : Epoch 2022 | loss: 0.0311822 | val_loss: 0.0311859 | Time: 1986.45 ms
[2022-04-12 13:30:51 main:581] : INFO : Epoch 2023 | loss: 0.031181 | val_loss: 0.0311858 | Time: 1981.71 ms
[2022-04-12 13:30:53 main:581] : INFO : Epoch 2024 | loss: 0.031177 | val_loss: 0.0311832 | Time: 2001.72 ms
[2022-04-12 13:30:55 main:581] : INFO : Epoch 2025 | loss: 0.031176 | val_loss: 0.031182 | Time: 1979.29 ms
[2022-04-12 13:30:57 main:581] : INFO : Epoch 2026 | loss: 0.0311757 | val_loss: 0.0311819 | Time: 2007.2 ms
[2022-04-12 13:30:59 main:581] : INFO : Epoch 2027 | loss: 0.0311749 | val_loss: 0.0311862 | Time: 1973.45 ms
[2022-04-12 13:31:01 main:581] : INFO : Epoch 2028 | loss: 0.0311751 | val_loss: 0.0311828 | Time: 1980.3 ms
[2022-04-12 13:31:03 main:581] : INFO : Epoch 2029 | loss: 0.0311772 | val_loss: 0.0311894 | Time: 1985.99 ms
[2022-04-12 13:31:05 main:581] : INFO : Epoch 2030 | loss: 0.0311795 | val_loss: 0.0311918 | Time: 1969.58 ms
[2022-04-12 13:31:06 main:581] : INFO : Epoch 2031 | loss: 0.0311772 | val_loss: 0.0311842 | Time: 1967.09 ms
[2022-04-12 13:31:08 main:581] : INFO : Epoch 2032 | loss: 0.0311793 | val_loss: 0.031185 | Time: 1964.3 ms
[2022-04-12 13:31:10 main:581] : INFO : Epoch 2033 | loss: 0.0311749 | val_loss: 0.0311826 | Time: 1969.45 ms
[2022-04-12 13:31:12 main:581] : INFO : Epoch 2034 | loss: 0.0311732 | val_loss: 0.031183 | Time: 1936.75 ms
[2022-04-12 13:31:14 main:581] : INFO : Epoch 2035 | loss: 0.0311732 | val_loss: 0.0311835 | Time: 1939.29 ms
[2022-04-12 13:31:16 main:581] : INFO : Epoch 2036 | loss: 0.0311731 | val_loss: 0.0311841 | Time: 1911.73 ms
[2022-04-12 13:31:18 main:581] : INFO : Epoch 2037 | loss: 0.031173 | val_loss: 0.0311838 | Time: 1986.3 ms
[2022-04-12 13:31:20 main:581] : INFO : Epoch 2038 | loss: 0.031174 | val_loss: 0.0311916 | Time: 1994.2 ms
[2022-04-12 13:31:22 main:581] : INFO : Epoch 2039 | loss: 0.0311804 | val_loss: 0.0311888 | Time: 1943.68 ms
[2022-04-12 13:31:24 main:581] : INFO : Epoch 2040 | loss: 0.0311752 | val_loss: 0.0311816 | Time: 1975.72 ms
[2022-04-12 13:31:26 main:581] : INFO : Epoch 2041 | loss: 0.0311758 | val_loss: 0.0311859 | Time: 1936.33 ms
[2022-04-12 13:31:28 main:581] : INFO : Epoch 2042 | loss: 0.0311734 | val_loss: 0.0311821 | Time: 1991.14 ms
[2022-04-12 13:31:30 main:581] : INFO : Epoch 2043 | loss: 0.0311719 | val_loss: 0.0311827 | Time: 1964.87 ms
[2022-04-12 13:31:32 main:581] : INFO : Epoch 2044 | loss: 0.0311727 | val_loss: 0.0311823 | Time: 1991.61 ms
[2022-04-12 13:31:34 main:581] : INFO : Epoch 2045 | loss: 0.0311711 | val_loss: 0.0311827 | Time: 1965.6 ms
[2022-04-12 13:31:36 main:581] : INFO : Epoch 2046 | loss: 0.0311715 | val_loss: 0.0311821 | Time: 1928.52 ms
[2022-04-12 13:31:38 main:581] : INFO : Epoch 2047 | loss: 0.0311722 | val_loss: 0.0311817 | Time: 1993.93 ms
[2022-04-12 13:31:40 main:581] : INFO : Epoch 2048 | loss: 0.0311712 | val_loss: 0.0311822 | Time: 1975.02 ms
[2022-04-12 13:31:40 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311822
[2022-04-12 13:31:40 main:610] : INFO : Saving end state to config to file
[2022-04-12 13:31:40 main:615] : INFO : Success, exiting..
13:31:40 (286682): 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)