Task 14549222
| Name | ParityModified-1647045810-31358-3-0_0 |
| Workunit | 11575214 |
| Created | 8 Apr 2022, 7:16:40 UTC |
| Sent | 10 Apr 2022, 17:36:56 UTC |
| Report deadline | 18 Apr 2022, 17:36:56 UTC |
| Received | 12 Apr 2022, 1:04:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 1 hours 10 min 18 sec |
| CPU time | 1 hours 7 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,442.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 09 main:574] : INFO : Epoch 1542 | loss: 0.0311555 | val_loss: 0.0311571 | Time: 2013.22 ms [2022-04-12 02:47:11 main:574] : INFO : Epoch 1543 | loss: 0.0311557 | val_loss: 0.0311585 | Time: 1996.52 ms [2022-04-12 02:47:13 main:574] : INFO : Epoch 1544 | loss: 0.0311549 | val_loss: 0.0311576 | Time: 2021.86 ms [2022-04-12 02:47:15 main:574] : INFO : Epoch 1545 | loss: 0.0311555 | val_loss: 0.0311586 | Time: 2024.17 ms [2022-04-12 02:47:17 main:574] : INFO : Epoch 1546 | loss: 0.0311552 | val_loss: 0.031158 | Time: 2047.78 ms [2022-04-12 02:47:19 main:574] : INFO : Epoch 1547 | loss: 0.0311556 | val_loss: 0.0311601 | Time: 1978.27 ms [2022-04-12 02:47:21 main:574] : INFO : Epoch 1548 | loss: 0.031154 | val_loss: 0.0311588 | Time: 2051.18 ms [2022-04-12 02:47:23 main:574] : INFO : Epoch 1549 | loss: 0.0311537 | val_loss: 0.0311599 | Time: 2014.96 ms [2022-04-12 02:47:25 main:574] : INFO : Epoch 1550 | loss: 0.0311541 | val_loss: 0.0311609 | Time: 2017.77 ms [2022-04-12 02:47:27 main:574] : INFO : Epoch 1551 | loss: 0.031154 | val_loss: 0.0311591 | Time: 2046.81 ms [2022-04-12 02:47:29 main:574] : INFO : Epoch 1552 | loss: 0.0311536 | val_loss: 0.0311607 | Time: 2008.01 ms [2022-04-12 02:47:31 main:574] : INFO : Epoch 1553 | loss: 0.0311536 | val_loss: 0.0311591 | Time: 2021.13 ms [2022-04-12 02:47:33 main:574] : INFO : Epoch 1554 | loss: 0.0311541 | val_loss: 0.0311576 | Time: 2005.22 ms [2022-04-12 02:47:35 main:574] : INFO : Epoch 1555 | loss: 0.0311531 | val_loss: 0.0311578 | Time: 2019.76 ms [2022-04-12 02:47:37 main:574] : INFO : Epoch 1556 | loss: 0.0311536 | val_loss: 0.0311595 | Time: 1954.49 ms [2022-04-12 02:47:39 main:574] : INFO : Epoch 1557 | loss: 0.0311531 | val_loss: 0.0311588 | Time: 1995 ms [2022-04-12 02:47:41 main:574] : INFO : Epoch 1558 | loss: 0.0311526 | val_loss: 0.0311586 | Time: 1997.62 ms [2022-04-12 02:47:43 main:574] : INFO : Epoch 1559 | loss: 0.0311528 | val_loss: 0.031159 | Time: 1983.43 ms [2022-04-12 02:47:45 main:574] : INFO : Epoch 1560 | loss: 0.031153 | val_loss: 0.0311592 | Time: 1997.88 ms [2022-04-12 02:47:47 main:574] : INFO : Epoch 1561 | loss: 0.0311539 | val_loss: 0.0311581 | Time: 2017.48 ms [2022-04-12 02:47:49 main:574] : INFO : Epoch 1562 | loss: 0.0311553 | val_loss: 0.0311567 | Time: 1998.87 ms [2022-04-12 02:47:51 main:574] : INFO : Epoch 1563 | loss: 0.0311557 | val_loss: 0.0311575 | Time: 1983.1 ms [2022-04-12 02:47:53 main:574] : INFO : Epoch 1564 | loss: 0.0311562 | val_loss: 0.0311576 | Time: 1986.2 ms [2022-04-12 02:47:55 main:574] : INFO : Epoch 1565 | loss: 0.0311561 | val_loss: 0.0311585 | Time: 2029.8 ms [2022-04-12 02:47:58 main:574] : INFO : Epoch 1566 | loss: 0.0311555 | val_loss: 0.0311578 | Time: 2009.53 ms [2022-04-12 02:48:00 main:574] : INFO : Epoch 1567 | loss: 0.0311553 | val_loss: 0.0311599 | Time: 2051.35 ms [2022-04-12 02:48:02 main:574] : INFO : Epoch 1568 | loss: 0.0311555 | val_loss: 0.0311584 | Time: 1980.55 ms [2022-04-12 02:48:04 main:574] : INFO : Epoch 1569 | loss: 0.0311551 | val_loss: 0.031158 | Time: 2011.2 ms [2022-04-12 02:48:06 main:574] : INFO : Epoch 1570 | loss: 0.0311558 | val_loss: 0.0311573 | Time: 2044.3 ms [2022-04-12 02:48:08 main:574] : INFO : Epoch 1571 | loss: 0.0311538 | val_loss: 0.0311564 | Time: 1996.14 ms [2022-04-12 02:48:10 main:574] : INFO : Epoch 1572 | loss: 0.0311549 | val_loss: 0.0311584 | Time: 2006.43 ms [2022-04-12 02:48:12 main:574] : INFO : Epoch 1573 | loss: 0.0311544 | val_loss: 0.0311565 | Time: 1994.31 ms [2022-04-12 02:48:14 main:574] : INFO : Epoch 1574 | loss: 0.0311529 | val_loss: 0.0311576 | Time: 1982.83 ms [2022-04-12 02:48:16 main:574] : INFO : Epoch 1575 | loss: 0.0311524 | val_loss: 0.0311564 | Time: 1987.91 ms [2022-04-12 02:48:18 main:574] : INFO : Epoch 1576 | loss: 0.0311521 | val_loss: 0.0311599 | Time: 2005.16 ms [2022-04-12 02:48:20 main:574] : INFO : Epoch 1577 | loss: 0.0311517 | val_loss: 0.0311565 | Time: 1999.2 ms [2022-04-12 02:48:22 main:574] : INFO : Epoch 1578 | loss: 0.0311508 | val_loss: 0.0311563 | Time: 1967.76 ms [2022-04-12 02:48:24 main:574] : INFO : Epoch 1579 | loss: 0.0311502 | val_loss: 0.0311596 | Time: 1983.69 ms [2022-04-12 02:48:26 main:574] : INFO : Epoch 1580 | loss: 0.0311516 | val_loss: 0.0311573 | Time: 1979.83 ms [2022-04-12 02:48:28 main:574] : INFO : Epoch 1581 | loss: 0.0311507 | val_loss: 0.0311563 | Time: 2012.81 ms [2022-04-12 02:48:30 main:574] : INFO : Epoch 1582 | loss: 0.0311502 | val_loss: 0.0311566 | Time: 2006.47 ms [2022-04-12 02:48:32 main:574] : INFO : Epoch 1583 | loss: 0.0311508 | val_loss: 0.0311562 | Time: 2036.32 ms [2022-04-12 02:48:34 main:574] : INFO : Epoch 1584 | loss: 0.031151 | val_loss: 0.0311562 | Time: 2003.87 ms [2022-04-12 02:48:36 main:574] : INFO : Epoch 1585 | loss: 0.0311521 | val_loss: 0.03116 | Time: 1990.01 ms [2022-04-12 02:48:39 main:574] : INFO : Epoch 1586 | loss: 0.0311569 | val_loss: 0.0311595 | Time: 1985.46 ms [2022-04-12 02:48:41 main:574] : INFO : Epoch 1587 | loss: 0.0311571 | val_loss: 0.0311578 | Time: 2024.48 ms [2022-04-12 02:48:43 main:574] : INFO : Epoch 1588 | loss: 0.0311553 | val_loss: 0.031157 | Time: 1993.2 ms [2022-04-12 02:48:45 main:574] : INFO : Epoch 1589 | loss: 0.0311556 | val_loss: 0.0311575 | Time: 2002.78 ms [2022-04-12 02:48:47 main:574] : INFO : Epoch 1590 | loss: 0.0311564 | val_loss: 0.0311574 | Time: 1981.99 ms [2022-04-12 02:48:49 main:574] : INFO : Epoch 1591 | loss: 0.0311552 | val_loss: 0.0311565 | Time: 2010.01 ms [2022-04-12 02:48:51 main:574] : INFO : Epoch 1592 | loss: 0.0311535 | val_loss: 0.031159 | Time: 2001.17 ms [2022-04-12 02:48:53 main:574] : INFO : Epoch 1593 | loss: 0.0311536 | val_loss: 0.0311571 | Time: 2006.24 ms [2022-04-12 02:48:55 main:574] : INFO : Epoch 1594 | loss: 0.0311543 | val_loss: 0.031157 | Time: 2016.73 ms [2022-04-12 02:48:57 main:574] : INFO : Epoch 1595 | loss: 0.0311537 | val_loss: 0.0311556 | Time: 1958.61 ms [2022-04-12 02:48:59 main:574] : INFO : Epoch 1596 | loss: 0.0311543 | val_loss: 0.0311608 | Time: 1985.06 ms [2022-04-12 02:49:01 main:574] : INFO : Epoch 1597 | loss: 0.0311551 | val_loss: 0.0311565 | Time: 1956.19 ms [2022-04-12 02:49:03 main:574] : INFO : Epoch 1598 | loss: 0.0311536 | val_loss: 0.0311552 | Time: 1961.58 ms [2022-04-12 02:49:05 main:574] : INFO : Epoch 1599 | loss: 0.0311518 | val_loss: 0.0311551 | Time: 1986.37 ms [2022-04-12 02:49:07 main:574] : INFO : Epoch 1600 | loss: 0.0311529 | val_loss: 0.0311559 | Time: 1970.26 ms [2022-04-12 02:49:09 main:574] : INFO : Epoch 1601 | loss: 0.031152 | val_loss: 0.0311568 | Time: 1998.96 ms [2022-04-12 02:49:11 main:574] : INFO : Epoch 1602 | loss: 0.031152 | val_loss: 0.0311569 | Time: 1973.03 ms [2022-04-12 02:49:13 main:574] : INFO : Epoch 1603 | loss: 0.0311515 | val_loss: 0.0311565 | Time: 1967.68 ms [2022-04-12 02:49:15 main:574] : INFO : Epoch 1604 | loss: 0.0311509 | val_loss: 0.0311567 | Time: 1952.74 ms [2022-04-12 02:49:17 main:574] : INFO : Epoch 1605 | loss: 0.0311505 | val_loss: 0.031157 | Time: 1969.06 ms [2022-04-12 02:49:19 main:574] : INFO : Epoch 1606 | loss: 0.0311495 | val_loss: 0.0311558 | Time: 1963.66 ms [2022-04-12 02:49:21 main:574] : INFO : Epoch 1607 | loss: 0.0311493 | val_loss: 0.0311604 | Time: 1984.06 ms [2022-04-12 02:49:23 main:574] : INFO : Epoch 1608 | loss: 0.0311511 | val_loss: 0.0311569 | Time: 1986.6 ms [2022-04-12 02:49:25 main:574] : INFO : Epoch 1609 | loss: 0.0311494 | val_loss: 0.0311603 | Time: 1981.69 ms [2022-04-12 02:49:27 main:574] : INFO : Epoch 1610 | loss: 0.0311498 | val_loss: 0.0311581 | Time: 1961.81 ms [2022-04-12 02:49:29 main:574] : INFO : Epoch 1611 | loss: 0.0311486 | val_loss: 0.031157 | Time: 1991.04 ms [2022-04-12 02:49:31 main:574] : INFO : Epoch 1612 | loss: 0.0311488 | val_loss: 0.0311579 | Time: 2004.52 ms [2022-04-12 02:49:33 main:574] : INFO : Epoch 1613 | loss: 0.0311491 | val_loss: 0.0311594 | Time: 2000.41 ms [2022-04-12 02:49:35 main:574] : INFO : Epoch 1614 | loss: 0.0311497 | val_loss: 0.0311573 | Time: 2027.9 ms [2022-04-12 02:49:37 main:574] : INFO : Epoch 1615 | loss: 0.0311487 | val_loss: 0.0311565 | Time: 1971.33 ms [2022-04-12 02:49:40 main:574] : INFO : Epoch 1616 | loss: 0.0311491 | val_loss: 0.0311565 | Time: 1996.53 ms [2022-04-12 02:49:42 main:574] : INFO : Epoch 1617 | loss: 0.0311498 | val_loss: 0.0311555 | Time: 2000.6 ms [2022-04-12 02:49:44 main:574] : INFO : Epoch 1618 | loss: 0.031149 | val_loss: 0.0311555 | Time: 1981.2 ms [2022-04-12 02:49:46 main:574] : INFO : Epoch 1619 | loss: 0.0311492 | val_loss: 0.0311538 | Time: 1987.67 ms [2022-04-12 02:49:48 main:574] : INFO : Epoch 1620 | loss: 0.031149 | val_loss: 0.0311555 | Time: 1989.51 ms [2022-04-12 02:49:50 main:574] : INFO : Epoch 1621 | loss: 0.0311498 | val_loss: 0.0311568 | Time: 1989.96 ms [2022-04-12 02:49:52 main:574] : INFO : Epoch 1622 | loss: 0.0311498 | val_loss: 0.0311603 | Time: 1963.68 ms [2022-04-12 02:49:54 main:574] : INFO : Epoch 1623 | loss: 0.0311488 | val_loss: 0.0311558 | Time: 1984.27 ms [2022-04-12 02:49:56 main:574] : INFO : Epoch 1624 | loss: 0.031148 | val_loss: 0.0311564 | Time: 2014.38 ms [2022-04-12 02:49:58 main:574] : INFO : Epoch 1625 | loss: 0.0311474 | val_loss: 0.0311565 | Time: 1992.64 ms [2022-04-12 02:50:00 main:574] : INFO : Epoch 1626 | loss: 0.0311473 | val_loss: 0.0311568 | Time: 1963.79 ms [2022-04-12 02:50:02 main:574] : INFO : Epoch 1627 | loss: 0.0311473 | val_loss: 0.0311592 | Time: 1986.65 ms [2022-04-12 02:50:04 main:574] : INFO : Epoch 1628 | loss: 0.0311471 | val_loss: 0.0311562 | Time: 1987.65 ms [2022-04-12 02:50:06 main:574] : INFO : Epoch 1629 | loss: 0.0311463 | val_loss: 0.0311579 | Time: 2005.18 ms [2022-04-12 02:50:08 main:574] : INFO : Epoch 1630 | loss: 0.0311507 | val_loss: 0.0311593 | Time: 1994.33 ms [2022-04-12 02:50:10 main:574] : INFO : Epoch 1631 | loss: 0.0311475 | val_loss: 0.0311578 | Time: 2005.49 ms [2022-04-12 02:50:12 main:574] : INFO : Epoch 1632 | loss: 0.0311463 | val_loss: 0.0311575 | Time: 1984.11 ms [2022-04-12 02:50:14 main:574] : INFO : Epoch 1633 | loss: 0.0311471 | val_loss: 0.0311565 | Time: 2005.5 ms [2022-04-12 02:50:16 main:574] : INFO : Epoch 1634 | loss: 0.0311521 | val_loss: 0.0311543 | Time: 1971.46 ms [2022-04-12 02:50:18 main:574] : INFO : Epoch 1635 | loss: 0.0311531 | val_loss: 0.0311546 | Time: 2013.89 ms [2022-04-12 02:50:20 main:574] : INFO : Epoch 1636 | loss: 0.0311504 | val_loss: 0.0311542 | Time: 2010.43 ms [2022-04-12 02:50:22 main:574] : INFO : Epoch 1637 | loss: 0.0311487 | val_loss: 0.0311551 | Time: 2020.2 ms [2022-04-12 02:50:24 main:574] : INFO : Epoch 1638 | loss: 0.0311502 | val_loss: 0.0311546 | Time: 2002.93 ms [2022-04-12 02:50:26 main:574] : INFO : Epoch 1639 | loss: 0.0311534 | val_loss: 0.0311598 | Time: 1997.28 ms [2022-04-12 02:50:28 main:574] : INFO : Epoch 1640 | loss: 0.0311537 | val_loss: 0.031154 | Time: 1991.33 ms [2022-04-12 02:50:31 main:574] : INFO : Epoch 1641 | loss: 0.0311533 | val_loss: 0.0311546 | Time: 1996.44 ms [2022-04-12 02:50:33 main:574] : INFO : Epoch 1642 | loss: 0.031151 | val_loss: 0.0311534 | Time: 1998.31 ms [2022-04-12 02:50:35 main:574] : INFO : Epoch 1643 | loss: 0.0311494 | val_loss: 0.031153 | Time: 1985.29 ms [2022-04-12 02:50:37 main:574] : INFO : Epoch 1644 | loss: 0.0311515 | val_loss: 0.0311591 | Time: 2007.67 ms [2022-04-12 02:50:39 main:574] : INFO : Epoch 1645 | loss: 0.0311592 | val_loss: 0.0311605 | Time: 2003.74 ms [2022-04-12 02:50:41 main:574] : INFO : Epoch 1646 | loss: 0.031158 | val_loss: 0.0311562 | Time: 1997.12 ms [2022-04-12 02:50:43 main:574] : INFO : Epoch 1647 | loss: 0.0311607 | val_loss: 0.0311599 | Time: 2016.7 ms [2022-04-12 02:50:45 main:574] : INFO : Epoch 1648 | loss: 0.0311616 | val_loss: 0.0311628 | Time: 1991.51 ms [2022-04-12 02:50:47 main:574] : INFO : Epoch 1649 | loss: 0.0311675 | val_loss: 0.0311682 | Time: 1989.92 ms [2022-04-12 02:50:49 main:574] : INFO : Epoch 1650 | loss: 0.0311704 | val_loss: 0.0311666 | Time: 2011.23 ms [2022-04-12 02:50:51 main:574] : INFO : Epoch 1651 | loss: 0.0311721 | val_loss: 0.0311692 | Time: 2002.52 ms [2022-04-12 02:50:53 main:574] : INFO : Epoch 1652 | loss: 0.0311729 | val_loss: 0.0311672 | Time: 1998.48 ms [2022-04-12 02:50:55 main:574] : INFO : Epoch 1653 | loss: 0.0311715 | val_loss: 0.0311704 | Time: 2009.55 ms [2022-04-12 02:50:57 main:574] : INFO : Epoch 1654 | loss: 0.0311708 | val_loss: 0.0311667 | Time: 1988.56 ms [2022-04-12 02:50:59 main:574] : INFO : Epoch 1655 | loss: 0.0311677 | val_loss: 0.0311701 | Time: 2014.98 ms [2022-04-12 02:51:01 main:574] : INFO : Epoch 1656 | loss: 0.0311673 | val_loss: 0.0311676 | Time: 1979.62 ms [2022-04-12 02:51:03 main:574] : INFO : Epoch 1657 | loss: 0.0311668 | val_loss: 0.031167 | Time: 2007.52 ms [2022-04-12 02:51:05 main:574] : INFO : Epoch 1658 | loss: 0.031166 | val_loss: 0.0311651 | Time: 1999.35 ms [2022-04-12 02:51:07 main:574] : INFO : Epoch 1659 | loss: 0.0311659 | val_loss: 0.0311655 | Time: 1980 ms [2022-04-12 02:51:09 main:574] : INFO : Epoch 1660 | loss: 0.0311664 | val_loss: 0.03117 | Time: 1990.42 ms [2022-04-12 02:51:11 main:574] : INFO : Epoch 1661 | loss: 0.0311664 | val_loss: 0.0311666 | Time: 1983.76 ms [2022-04-12 02:51:13 main:574] : INFO : Epoch 1662 | loss: 0.031166 | val_loss: 0.0311679 | Time: 2010.15 ms [2022-04-12 02:51:16 main:574] : INFO : Epoch 1663 | loss: 0.0311644 | val_loss: 0.0311673 | Time: 1983.86 ms [2022-04-12 02:51:18 main:574] : INFO : Epoch 1664 | loss: 0.0311709 | val_loss: 0.0311663 | Time: 2024.73 ms [2022-04-12 02:51:20 main:574] : INFO : Epoch 1665 | loss: 0.0311682 | val_loss: 0.0311652 | Time: 1960.91 ms [2022-04-12 02:51:22 main:574] : INFO : Epoch 1666 | loss: 0.0311659 | val_loss: 0.0311613 | Time: 1997.69 ms [2022-04-12 02:51:24 main:574] : INFO : Epoch 1667 | loss: 0.0311658 | val_loss: 0.0311645 | Time: 1987.21 ms [2022-04-12 02:51:26 main:574] : INFO : Epoch 1668 | loss: 0.0311651 | val_loss: 0.0311614 | Time: 1999.5 ms [2022-04-12 02:51:28 main:574] : INFO : Epoch 1669 | loss: 0.0311639 | val_loss: 0.0311621 | Time: 1999.02 ms [2022-04-12 02:51:30 main:574] : INFO : Epoch 1670 | loss: 0.0311625 | val_loss: 0.0311608 | Time: 2003.99 ms [2022-04-12 02:51:32 main:574] : INFO : Epoch 1671 | loss: 0.0311633 | val_loss: 0.0311625 | Time: 1990.72 ms [2022-04-12 02:51:34 main:574] : INFO : Epoch 1672 | loss: 0.0311659 | val_loss: 0.0311629 | Time: 1987.48 ms [2022-04-12 02:51:36 main:574] : INFO : Epoch 1673 | loss: 0.0311639 | val_loss: 0.0311689 | Time: 1995.09 ms [2022-04-12 02:51:38 main:574] : INFO : Epoch 1674 | loss: 0.0311645 | val_loss: 0.0311627 | Time: 1991.17 ms [2022-04-12 02:51:40 main:574] : INFO : Epoch 1675 | loss: 0.0311635 | val_loss: 0.0311606 | Time: 1983.52 ms [2022-04-12 02:51:42 main:574] : INFO : Epoch 1676 | loss: 0.031163 | val_loss: 0.031165 | Time: 1989.32 ms [2022-04-12 02:51:44 main:574] : INFO : Epoch 1677 | loss: 0.0311635 | val_loss: 0.0311619 | Time: 1985.97 ms [2022-04-12 02:51:46 main:574] : INFO : Epoch 1678 | loss: 0.0311617 | val_loss: 0.03116 | Time: 1967.11 ms [2022-04-12 02:51:48 main:574] : INFO : Epoch 1679 | loss: 0.0311617 | val_loss: 0.0311594 | Time: 2006.87 ms [2022-04-12 02:51:50 main:574] : INFO : Epoch 1680 | loss: 0.0311607 | val_loss: 0.0311589 | Time: 2004.99 ms [2022-04-12 02:51:52 main:574] : INFO : Epoch 1681 | loss: 0.0311609 | val_loss: 0.0311579 | Time: 1974.4 ms [2022-04-12 02:51:54 main:574] : INFO : Epoch 1682 | loss: 0.0311613 | val_loss: 0.0311593 | Time: 2027.68 ms [2022-04-12 02:51:56 main:574] : INFO : Epoch 1683 | loss: 0.0311608 | val_loss: 0.0311599 | Time: 2004.61 ms [2022-04-12 02:51:58 main:574] : INFO : Epoch 1684 | loss: 0.0311591 | val_loss: 0.0311591 | Time: 1993.34 ms [2022-04-12 02:52:01 main:574] : INFO : Epoch 1685 | loss: 0.0311585 | val_loss: 0.031157 | Time: 2006.85 ms [2022-04-12 02:52:03 main:574] : INFO : Epoch 1686 | loss: 0.031157 | val_loss: 0.0311569 | Time: 1995.05 ms [2022-04-12 02:52:05 main:574] : INFO : Epoch 1687 | loss: 0.0311557 | val_loss: 0.0311556 | Time: 2021.29 ms [2022-04-12 02:52:07 main:574] : INFO : Epoch 1688 | loss: 0.0311561 | val_loss: 0.0311578 | Time: 2006 ms [2022-04-12 02:52:09 main:574] : INFO : Epoch 1689 | loss: 0.0311559 | val_loss: 0.031157 | Time: 1990.82 ms [2022-04-12 02:52:11 main:574] : INFO : Epoch 1690 | loss: 0.0311586 | val_loss: 0.0311603 | Time: 1989.28 ms [2022-04-12 02:52:13 main:574] : INFO : Epoch 1691 | loss: 0.0311613 | val_loss: 0.0311605 | Time: 1988.96 ms [2022-04-12 02:52:15 main:574] : INFO : Epoch 1692 | loss: 0.0311597 | val_loss: 0.0311563 | Time: 1996.13 ms [2022-04-12 02:52:17 main:574] : INFO : Epoch 1693 | loss: 0.0311581 | val_loss: 0.0311564 | Time: 1984.45 ms [2022-04-12 02:52:19 main:574] : INFO : Epoch 1694 | loss: 0.0311589 | val_loss: 0.0311632 | Time: 2004.43 ms [2022-04-12 02:52:21 main:574] : INFO : Epoch 1695 | loss: 0.0311601 | val_loss: 0.0311613 | Time: 1983.38 ms [2022-04-12 02:52:23 main:574] : INFO : Epoch 1696 | loss: 0.0311595 | val_loss: 0.0311619 | Time: 2008.44 ms [2022-04-12 02:52:25 main:574] : INFO : Epoch 1697 | loss: 0.0311602 | val_loss: 0.0311613 | Time: 2036.46 ms [2022-04-12 02:52:27 main:574] : INFO : Epoch 1698 | loss: 0.0311622 | val_loss: 0.0311657 | Time: 2012.01 ms [2022-04-12 02:52:29 main:574] : INFO : Epoch 1699 | loss: 0.0311672 | val_loss: 0.0311673 | Time: 1988.19 ms [2022-04-12 02:52:31 main:574] : INFO : Epoch 1700 | loss: 0.0311659 | val_loss: 0.0311665 | Time: 2005.81 ms [2022-04-12 02:52:33 main:574] : INFO : Epoch 1701 | loss: 0.0311672 | val_loss: 0.0311647 | Time: 2010.62 ms [2022-04-12 02:52:35 main:574] : INFO : Epoch 1702 | loss: 0.0311666 | val_loss: 0.0311651 | Time: 2000.78 ms [2022-04-12 02:52:38 main:574] : INFO : Epoch 1703 | loss: 0.0311667 | val_loss: 0.0311662 | Time: 1990.55 ms [2022-04-12 02:52:40 main:574] : INFO : Epoch 1704 | loss: 0.0311667 | val_loss: 0.0311674 | Time: 2019.04 ms [2022-04-12 02:52:42 main:574] : INFO : Epoch 1705 | loss: 0.031167 | val_loss: 0.0311678 | Time: 1990.05 ms [2022-04-12 02:52:44 main:574] : INFO : Epoch 1706 | loss: 0.031167 | val_loss: 0.031165 | Time: 1981.37 ms [2022-04-12 02:52:46 main:574] : INFO : Epoch 1707 | loss: 0.0311698 | val_loss: 0.0311691 | Time: 1990.84 ms [2022-04-12 02:52:48 main:574] : INFO : Epoch 1708 | loss: 0.031172 | val_loss: 0.0311686 | Time: 1984.39 ms [2022-04-12 02:52:50 main:574] : INFO : Epoch 1709 | loss: 0.0311717 | val_loss: 0.0311683 | Time: 2011.35 ms [2022-04-12 02:52:52 main:574] : INFO : Epoch 1710 | loss: 0.0311699 | val_loss: 0.0311691 | Time: 1995.39 ms [2022-04-12 02:52:54 main:574] : INFO : Epoch 1711 | loss: 0.0311693 | val_loss: 0.0311709 | Time: 2009.3 ms [2022-04-12 02:52:56 main:574] : INFO : Epoch 1712 | loss: 0.0311698 | val_loss: 0.0311694 | Time: 2008.09 ms [2022-04-12 02:52:58 main:574] : INFO : Epoch 1713 | loss: 0.0311695 | val_loss: 0.0311707 | Time: 2000.46 ms [2022-04-12 02:53:00 main:574] : INFO : Epoch 1714 | loss: 0.0311703 | val_loss: 0.0311678 | Time: 1983.68 ms [2022-04-12 02:53:02 main:574] : INFO : Epoch 1715 | loss: 0.03117 | val_loss: 0.0311675 | Time: 1987.61 ms [2022-04-12 02:53:04 main:574] : INFO : Epoch 1716 | loss: 0.0311697 | val_loss: 0.0311664 | Time: 1997.36 ms [2022-04-12 02:53:06 main:574] : INFO : Epoch 1717 | loss: 0.0311712 | val_loss: 0.0311691 | Time: 1961.51 ms [2022-04-12 02:53:08 main:574] : INFO : Epoch 1718 | loss: 0.031172 | val_loss: 0.0311694 | Time: 1963.81 ms [2022-04-12 02:53:10 main:574] : INFO : Epoch 1719 | loss: 0.0311725 | val_loss: 0.0311702 | Time: 2008.99 ms [2022-04-12 02:53:12 main:574] : INFO : Epoch 1720 | loss: 0.0311737 | val_loss: 0.0311698 | Time: 2015.22 ms [2022-04-12 02:53:14 main:574] : INFO : Epoch 1721 | loss: 0.0311728 | val_loss: 0.0311701 | Time: 1969.54 ms [2022-04-12 02:53:16 main:574] : INFO : Epoch 1722 | loss: 0.0311713 | val_loss: 0.0311688 | Time: 1950.45 ms [2022-04-12 02:53:18 main:574] : INFO : Epoch 1723 | loss: 0.0311715 | val_loss: 0.0311676 | Time: 1996.5 ms [2022-04-12 02:53:21 main:574] : INFO : Epoch 1724 | loss: 0.0311703 | val_loss: 0.0311672 | Time: 2042.73 ms [2022-04-12 02:53:23 main:574] : INFO : Epoch 1725 | loss: 0.0311714 | val_loss: 0.0311693 | Time: 1979.46 ms [2022-04-12 02:53:25 main:574] : INFO : Epoch 1726 | loss: 0.0311719 | val_loss: 0.0311694 | Time: 2027.93 ms [2022-04-12 02:53:27 main:574] : INFO : Epoch 1727 | loss: 0.0311726 | val_loss: 0.0311698 | Time: 2007.78 ms [2022-04-12 02:53:29 main:574] : INFO : Epoch 1728 | loss: 0.0311734 | val_loss: 0.0311718 | Time: 2015.42 ms [2022-04-12 02:53:31 main:574] : INFO : Epoch 1729 | loss: 0.0311736 | val_loss: 0.0311712 | Time: 2005.51 ms [2022-04-12 02:53:33 main:574] : INFO : Epoch 1730 | loss: 0.0311712 | val_loss: 0.0311711 | Time: 2027.83 ms [2022-04-12 02:53:35 main:574] : INFO : Epoch 1731 | loss: 0.0311754 | val_loss: 0.0311744 | Time: 1995.52 ms [2022-04-12 02:53:37 main:574] : INFO : Epoch 1732 | loss: 0.0311766 | val_loss: 0.0311738 | Time: 1981.93 ms [2022-04-12 02:53:39 main:574] : INFO : Epoch 1733 | loss: 0.0311751 | val_loss: 0.0311746 | Time: 2005.17 ms [2022-04-12 02:53:41 main:574] : INFO : Epoch 1734 | loss: 0.0311749 | val_loss: 0.0311726 | Time: 2004.7 ms [2022-04-12 02:53:43 main:574] : INFO : Epoch 1735 | loss: 0.0311738 | val_loss: 0.031173 | Time: 2014.38 ms [2022-04-12 02:53:45 main:574] : INFO : Epoch 1736 | loss: 0.0311744 | val_loss: 0.0311767 | Time: 2002.42 ms [2022-04-12 02:53:47 main:574] : INFO : Epoch 1737 | loss: 0.0311745 | val_loss: 0.0311739 | Time: 2002.81 ms [2022-04-12 02:53:50 main:574] : INFO : Epoch 1738 | loss: 0.0311737 | val_loss: 0.0311732 | Time: 2014.59 ms [2022-04-12 02:53:52 main:574] : INFO : Epoch 1739 | loss: 0.0311735 | val_loss: 0.0311728 | Time: 2022.06 ms [2022-04-12 02:53:54 main:574] : INFO : Epoch 1740 | loss: 0.0311734 | val_loss: 0.0311713 | Time: 1994.38 ms [2022-04-12 02:53:56 main:574] : INFO : Epoch 1741 | loss: 0.0311723 | val_loss: 0.0311717 | Time: 1998.48 ms [2022-04-12 02:53:58 main:574] : INFO : Epoch 1742 | loss: 0.031172 | val_loss: 0.031172 | Time: 1960.74 ms [2022-04-12 02:54:00 main:574] : INFO : Epoch 1743 | loss: 0.0311727 | val_loss: 0.0311741 | Time: 2015.13 ms [2022-04-12 02:54:02 main:574] : INFO : Epoch 1744 | loss: 0.0311726 | val_loss: 0.031174 | Time: 1982.71 ms [2022-04-12 02:54:04 main:574] : INFO : Epoch 1745 | loss: 0.0311725 | val_loss: 0.0311716 | Time: 2041.26 ms [2022-04-12 02:54:06 main:574] : INFO : Epoch 1746 | loss: 0.0311732 | val_loss: 0.0311734 | Time: 1975.09 ms [2022-04-12 02:54:08 main:574] : INFO : Epoch 1747 | loss: 0.0311725 | val_loss: 0.0311722 | Time: 1969.11 ms [2022-04-12 02:54:10 main:574] : INFO : Epoch 1748 | loss: 0.0311731 | val_loss: 0.0311745 | Time: 2053.7 ms [2022-04-12 02:54:12 main:574] : INFO : Epoch 1749 | loss: 0.0311719 | val_loss: 0.0311726 | Time: 2018.86 ms [2022-04-12 02:54:14 main:574] : INFO : Epoch 1750 | loss: 0.0311711 | val_loss: 0.0311723 | Time: 1980.58 ms [2022-04-12 02:54:16 main:574] : INFO : Epoch 1751 | loss: 0.0311707 | val_loss: 0.0311718 | Time: 1996.79 ms [2022-04-12 02:54:18 main:574] : INFO : Epoch 1752 | loss: 0.0311703 | val_loss: 0.0311713 | Time: 2005.91 ms [2022-04-12 02:54:20 main:574] : INFO : Epoch 1753 | loss: 0.0311712 | val_loss: 0.0311742 | Time: 1981.58 ms [2022-04-12 02:54:22 main:574] : INFO : Epoch 1754 | loss: 0.0311714 | val_loss: 0.0311714 | Time: 2013.07 ms [2022-04-12 02:54:25 main:574] : INFO : Epoch 1755 | loss: 0.0311699 | val_loss: 0.0311726 | Time: 2005.1 ms [2022-04-12 02:54:27 main:574] : INFO : Epoch 1756 | loss: 0.0311716 | val_loss: 0.0311718 | Time: 2020.49 ms [2022-04-12 02:54:29 main:574] : INFO : Epoch 1757 | loss: 0.03117 | val_loss: 0.0311727 | Time: 1963.59 ms [2022-04-12 02:54:31 main:574] : INFO : Epoch 1758 | loss: 0.0311709 | val_loss: 0.0311727 | Time: 1987.52 ms [2022-04-12 02:54:33 main:574] : INFO : Epoch 1759 | loss: 0.0311705 | val_loss: 0.0311718 | Time: 2003.4 ms [2022-04-12 02:54:35 main:574] : INFO : Epoch 1760 | loss: 0.0311706 | val_loss: 0.0311712 | Time: 1992.04 ms [2022-04-12 02:54:37 main:574] : INFO : Epoch 1761 | loss: 0.0311701 | val_loss: 0.0311717 | Time: 1974.83 ms [2022-04-12 02:54:39 main:574] : INFO : Epoch 1762 | loss: 0.0311722 | val_loss: 0.0311705 | Time: 1991.75 ms [2022-04-12 02:54:41 main:574] : INFO : Epoch 1763 | loss: 0.0311708 | val_loss: 0.0311724 | Time: 1985.08 ms [2022-04-12 02:54:43 main:574] : INFO : Epoch 1764 | loss: 0.0311705 | val_loss: 0.0311724 | Time: 1980.82 ms [2022-04-12 02:54:45 main:574] : INFO : Epoch 1765 | loss: 0.0311719 | val_loss: 0.0311714 | Time: 1980.82 ms [2022-04-12 02:54:47 main:574] : INFO : Epoch 1766 | loss: 0.0311721 | val_loss: 0.0311723 | Time: 1997.24 ms [2022-04-12 02:54:49 main:574] : INFO : Epoch 1767 | loss: 0.0311726 | val_loss: 0.0311698 | Time: 1993.68 ms [2022-04-12 02:54:51 main:574] : INFO : Epoch 1768 | loss: 0.0311691 | val_loss: 0.0311702 | Time: 2003.75 ms [2022-04-12 02:54:53 main:574] : INFO : Epoch 1769 | loss: 0.0311693 | val_loss: 0.0311689 | Time: 1995.1 ms [2022-04-12 02:54:55 main:574] : INFO : Epoch 1770 | loss: 0.0311692 | val_loss: 0.0311684 | Time: 2025.17 ms [2022-04-12 02:54:57 main:574] : INFO : Epoch 1771 | loss: 0.0311689 | val_loss: 0.0311694 | Time: 1969.31 ms [2022-04-12 02:54:59 main:574] : INFO : Epoch 1772 | loss: 0.0311694 | val_loss: 0.0311699 | Time: 2023.34 ms [2022-04-12 02:55:01 main:574] : INFO : Epoch 1773 | loss: 0.0311725 | val_loss: 0.0311708 | Time: 1963.8 ms [2022-04-12 02:55:03 main:574] : INFO : Epoch 1774 | loss: 0.031173 | val_loss: 0.0311696 | Time: 2044.98 ms [2022-04-12 02:55:05 main:574] : INFO : Epoch 1775 | loss: 0.0311711 | val_loss: 0.0311689 | Time: 2007.97 ms [2022-04-12 02:55:07 main:574] : INFO : Epoch 1776 | loss: 0.0311713 | val_loss: 0.0311743 | Time: 2012.62 ms [2022-04-12 02:55:09 main:574] : INFO : Epoch 1777 | loss: 0.031172 | val_loss: 0.0311722 | Time: 1990.27 ms [2022-04-12 02:55:11 main:574] : INFO : Epoch 1778 | loss: 0.0311736 | val_loss: 0.0311715 | Time: 2017.82 ms [2022-04-12 02:55:14 main:574] : INFO : Epoch 1779 | loss: 0.0311727 | val_loss: 0.0311717 | Time: 2019.51 ms [2022-04-12 02:55:16 main:574] : INFO : Epoch 1780 | loss: 0.0311719 | val_loss: 0.0311707 | Time: 1997.6 ms [2022-04-12 02:55:18 main:574] : INFO : Epoch 1781 | loss: 0.0311708 | val_loss: 0.0311695 | Time: 1983.41 ms [2022-04-12 02:55:20 main:574] : INFO : Epoch 1782 | loss: 0.031171 | val_loss: 0.0311705 | Time: 2016.49 ms [2022-04-12 02:55:22 main:574] : INFO : Epoch 1783 | loss: 0.0311716 | val_loss: 0.0311716 | Time: 2020.68 ms [2022-04-12 02:55:24 main:574] : INFO : Epoch 1784 | loss: 0.0311719 | val_loss: 0.031173 | Time: 1997.13 ms [2022-04-12 02:55:26 main:574] : INFO : Epoch 1785 | loss: 0.0311735 | val_loss: 0.0311724 | Time: 2025.64 ms [2022-04-12 02:55:28 main:574] : INFO : Epoch 1786 | loss: 0.0311714 | val_loss: 0.031171 | Time: 2027.59 ms [2022-04-12 02:55:30 main:574] : INFO : Epoch 1787 | loss: 0.0311705 | val_loss: 0.0311711 | Time: 2028.22 ms [2022-04-12 02:55:32 main:574] : INFO : Epoch 1788 | loss: 0.0311701 | val_loss: 0.0311716 | Time: 2018.17 ms [2022-04-12 02:55:34 main:574] : INFO : Epoch 1789 | loss: 0.031171 | val_loss: 0.0311713 | Time: 2024.07 ms [2022-04-12 02:55:36 main:574] : INFO : Epoch 1790 | loss: 0.0311697 | val_loss: 0.0311733 | Time: 2007.73 ms [2022-04-12 02:55:38 main:574] : INFO : Epoch 1791 | loss: 0.031171 | val_loss: 0.0311753 | Time: 1989.18 ms [2022-04-12 02:55:40 main:574] : INFO : Epoch 1792 | loss: 0.0311715 | val_loss: 0.031177 | Time: 2010.99 ms [2022-04-12 02:55:43 main:574] : INFO : Epoch 1793 | loss: 0.0311713 | val_loss: 0.0311739 | Time: 2013.1 ms [2022-04-12 02:55:45 main:574] : INFO : Epoch 1794 | loss: 0.0311709 | val_loss: 0.0311728 | Time: 1998.79 ms [2022-04-12 02:55:47 main:574] : INFO : Epoch 1795 | loss: 0.0311699 | val_loss: 0.0311727 | Time: 2013.85 ms [2022-04-12 02:55:49 main:574] : INFO : Epoch 1796 | loss: 0.031169 | val_loss: 0.031171 | Time: 2040.52 ms [2022-04-12 02:55:51 main:574] : INFO : Epoch 1797 | loss: 0.0311696 | val_loss: 0.0311718 | Time: 2007.42 ms [2022-04-12 02:55:53 main:574] : INFO : Epoch 1798 | loss: 0.0311696 | val_loss: 0.0311712 | Time: 2013.89 ms [2022-04-12 02:55:55 main:574] : INFO : Epoch 1799 | loss: 0.0311687 | val_loss: 0.0311718 | Time: 2017.98 ms [2022-04-12 02:55:57 main:574] : INFO : Epoch 1800 | loss: 0.031169 | val_loss: 0.0311708 | Time: 2039.97 ms [2022-04-12 02:55:59 main:574] : INFO : Epoch 1801 | loss: 0.0311689 | val_loss: 0.0311711 | Time: 2042.53 ms [2022-04-12 02:56:01 main:574] : INFO : Epoch 1802 | loss: 0.0311678 | val_loss: 0.0311715 | Time: 2008.64 ms [2022-04-12 02:56:03 main:574] : INFO : Epoch 1803 | loss: 0.0311691 | val_loss: 0.0311699 | Time: 2018.17 ms [2022-04-12 02:56:05 main:574] : INFO : Epoch 1804 | loss: 0.0311701 | val_loss: 0.0311719 | Time: 2033.76 ms [2022-04-12 02:56:07 main:574] : INFO : Epoch 1805 | loss: 0.0311683 | val_loss: 0.031173 | Time: 2014.87 ms [2022-04-12 02:56:09 main:574] : INFO : Epoch 1806 | loss: 0.0311686 | val_loss: 0.0311729 | Time: 2050.18 ms [2022-04-12 02:56:12 main:574] : INFO : Epoch 1807 | loss: 0.0311685 | val_loss: 0.0311734 | Time: 2027.44 ms [2022-04-12 02:56:14 main:574] : INFO : Epoch 1808 | loss: 0.03117 | val_loss: 0.0311716 | Time: 2004.91 ms [2022-04-12 02:56:16 main:574] : INFO : Epoch 1809 | loss: 0.0311698 | val_loss: 0.0311718 | Time: 2013.52 ms [2022-04-12 02:56:18 main:574] : INFO : Epoch 1810 | loss: 0.0311714 | val_loss: 0.0311725 | Time: 2009.98 ms [2022-04-12 02:56:20 main:574] : INFO : Epoch 1811 | loss: 0.0311693 | val_loss: 0.0311727 | Time: 2004.6 ms [2022-04-12 02:56:22 main:574] : INFO : Epoch 1812 | loss: 0.0311718 | val_loss: 0.031174 | Time: 2017.52 ms [2022-04-12 02:56:24 main:574] : INFO : Epoch 1813 | loss: 0.0311741 | val_loss: 0.0311763 | Time: 2004.92 ms [2022-04-12 02:56:26 main:574] : INFO : Epoch 1814 | loss: 0.0311694 | val_loss: 0.0311729 | Time: 2019.81 ms [2022-04-12 02:56:28 main:574] : INFO : Epoch 1815 | loss: 0.0311684 | val_loss: 0.0311716 | Time: 2026.7 ms [2022-04-12 02:56:30 main:574] : INFO : Epoch 1816 | loss: 0.0311678 | val_loss: 0.0311726 | Time: 1996.89 ms [2022-04-12 02:56:32 main:574] : INFO : Epoch 1817 | loss: 0.0311709 | val_loss: 0.0311759 | Time: 2026.53 ms [2022-04-12 02:56:34 main:574] : INFO : Epoch 1818 | loss: 0.0311695 | val_loss: 0.031177 | Time: 2002.02 ms [2022-04-12 02:56:36 main:574] : INFO : Epoch 1819 | loss: 0.031169 | val_loss: 0.0311746 | Time: 1993.05 ms [2022-04-12 02:56:38 main:574] : INFO : Epoch 1820 | loss: 0.0311675 | val_loss: 0.031173 | Time: 2018.41 ms [2022-04-12 02:56:40 main:574] : INFO : Epoch 1821 | loss: 0.0311681 | val_loss: 0.0311721 | Time: 2019.25 ms [2022-04-12 02:56:42 main:574] : INFO : Epoch 1822 | loss: 0.0311689 | val_loss: 0.0311711 | Time: 2015.52 ms [2022-04-12 02:56:44 main:574] : INFO : Epoch 1823 | loss: 0.0311693 | val_loss: 0.0311717 | Time: 1983.41 ms [2022-04-12 02:56:46 main:574] : INFO : Epoch 1824 | loss: 0.0311676 | val_loss: 0.0311704 | Time: 2000.58 ms [2022-04-12 02:56:49 main:574] : INFO : Epoch 1825 | loss: 0.0311675 | val_loss: 0.0311732 | Time: 2000.12 ms [2022-04-12 02:56:51 main:574] : INFO : Epoch 1826 | loss: 0.0311681 | val_loss: 0.0311717 | Time: 2005.67 ms [2022-04-12 02:56:53 main:574] : INFO : Epoch 1827 | loss: 0.0311673 | val_loss: 0.0311729 | Time: 2008.33 ms [2022-04-12 02:56:55 main:574] : INFO : Epoch 1828 | loss: 0.0311683 | val_loss: 0.0311833 | Time: 2000.87 ms [2022-04-12 02:56:57 main:574] : INFO : Epoch 1829 | loss: 0.0311705 | val_loss: 0.031184 | Time: 2019.99 ms [2022-04-12 02:56:59 main:574] : INFO : Epoch 1830 | loss: 0.0311702 | val_loss: 0.0311729 | Time: 2014.13 ms [2022-04-12 02:57:01 main:574] : INFO : Epoch 1831 | loss: 0.0311694 | val_loss: 0.0311724 | Time: 2034.52 ms [2022-04-12 02:57:03 main:574] : INFO : Epoch 1832 | loss: 0.0311682 | val_loss: 0.0311755 | Time: 2003.33 ms [2022-04-12 02:57:05 main:574] : INFO : Epoch 1833 | loss: 0.0311678 | val_loss: 0.0311721 | Time: 2046.57 ms [2022-04-12 02:57:07 main:574] : INFO : Epoch 1834 | loss: 0.0311676 | val_loss: 0.0311716 | Time: 1995.38 ms [2022-04-12 02:57:09 main:574] : INFO : Epoch 1835 | loss: 0.0311667 | val_loss: 0.031172 | Time: 2006.05 ms [2022-04-12 02:57:11 main:574] : INFO : Epoch 1836 | loss: 0.0311661 | val_loss: 0.0311707 | Time: 2021.16 ms [2022-04-12 02:57:13 main:574] : INFO : Epoch 1837 | loss: 0.0311674 | val_loss: 0.0311692 | Time: 2015.83 ms [2022-04-12 02:57:15 main:574] : INFO : Epoch 1838 | loss: 0.0311666 | val_loss: 0.0311688 | Time: 2016.26 ms [2022-04-12 02:57:17 main:574] : INFO : Epoch 1839 | loss: 0.0311667 | val_loss: 0.0311703 | Time: 1996.68 ms [2022-04-12 02:57:19 main:574] : INFO : Epoch 1840 | loss: 0.0311659 | val_loss: 0.0311702 | Time: 2012.92 ms [2022-04-12 02:57:22 main:574] : INFO : Epoch 1841 | loss: 0.0311687 | val_loss: 0.0311695 | Time: 1997.77 ms [2022-04-12 02:57:24 main:574] : INFO : Epoch 1842 | loss: 0.031168 | val_loss: 0.0311714 | Time: 2008.59 ms [2022-04-12 02:57:26 main:574] : INFO : Epoch 1843 | loss: 0.0311674 | val_loss: 0.0311708 | Time: 1993.41 ms [2022-04-12 02:57:28 main:574] : INFO : Epoch 1844 | loss: 0.0311708 | val_loss: 0.0311716 | Time: 2023.64 ms [2022-04-12 02:57:30 main:574] : INFO : Epoch 1845 | loss: 0.0311726 | val_loss: 0.0311734 | Time: 1997.16 ms [2022-04-12 02:57:32 main:574] : INFO : Epoch 1846 | loss: 0.031173 | val_loss: 0.0311733 | Time: 2004.35 ms [2022-04-12 02:57:34 main:574] : INFO : Epoch 1847 | loss: 0.0311723 | val_loss: 0.0311707 | Time: 2004.64 ms [2022-04-12 02:57:36 main:574] : INFO : Epoch 1848 | loss: 0.0311711 | val_loss: 0.0311707 | Time: 1963.62 ms [2022-04-12 02:57:38 main:574] : INFO : Epoch 1849 | loss: 0.0311707 | val_loss: 0.0311707 | Time: 1981.5 ms [2022-04-12 02:57:40 main:574] : INFO : Epoch 1850 | loss: 0.031171 | val_loss: 0.031174 | Time: 1949.89 ms [2022-04-12 02:57:42 main:574] : INFO : Epoch 1851 | loss: 0.031171 | val_loss: 0.0311723 | Time: 1973.97 ms [2022-04-12 02:57:44 main:574] : INFO : Epoch 1852 | loss: 0.031171 | val_loss: 0.0311694 | Time: 1979.76 ms [2022-04-12 02:57:46 main:574] : INFO : Epoch 1853 | loss: 0.031169 | val_loss: 0.0311692 | Time: 1994.27 ms [2022-04-12 02:57:48 main:574] : INFO : Epoch 1854 | loss: 0.0311713 | val_loss: 0.0311713 | Time: 1994.37 ms [2022-04-12 02:57:50 main:574] : INFO : Epoch 1855 | loss: 0.0311695 | val_loss: 0.0311692 | Time: 1987.88 ms [2022-04-12 02:57:52 main:574] : INFO : Epoch 1856 | loss: 0.0311687 | val_loss: 0.031169 | Time: 1977.88 ms [2022-04-12 02:57:54 main:574] : INFO : Epoch 1857 | loss: 0.0311683 | val_loss: 0.0311684 | Time: 1995.77 ms [2022-04-12 02:57:57 main:574] : INFO : Epoch 1858 | loss: 0.0311689 | val_loss: 0.0311686 | Time: 2034.27 ms [2022-04-12 02:57:59 main:574] : INFO : Epoch 1859 | loss: 0.0311685 | val_loss: 0.0311702 | Time: 1973.15 ms [2022-04-12 02:58:01 main:574] : INFO : Epoch 1860 | loss: 0.0311693 | val_loss: 0.0311675 | Time: 1974.23 ms [2022-04-12 02:58:03 main:574] : INFO : Epoch 1861 | loss: 0.0311692 | val_loss: 0.0311675 | Time: 1996.86 ms [2022-04-12 02:58:05 main:574] : INFO : Epoch 1862 | loss: 0.0311703 | val_loss: 0.0311688 | Time: 1969.69 ms [2022-04-12 02:58:07 main:574] : INFO : Epoch 1863 | loss: 0.0311694 | val_loss: 0.0311683 | Time: 1957.85 ms [2022-04-12 02:58:09 main:574] : INFO : Epoch 1864 | loss: 0.0311687 | val_loss: 0.0311697 | Time: 2008.56 ms [2022-04-12 02:58:11 main:574] : INFO : Epoch 1865 | loss: 0.0311687 | val_loss: 0.0311685 | Time: 1997.84 ms [2022-04-12 02:58:13 main:574] : INFO : Epoch 1866 | loss: 0.0311686 | val_loss: 0.0311701 | Time: 1967.56 ms [2022-04-12 02:58:15 main:574] : INFO : Epoch 1867 | loss: 0.0311716 | val_loss: 0.0311734 | Time: 1989.4 ms [2022-04-12 02:58:17 main:574] : INFO : Epoch 1868 | loss: 0.0311679 | val_loss: 0.031169 | Time: 1982.66 ms [2022-04-12 02:58:19 main:574] : INFO : Epoch 1869 | loss: 0.031168 | val_loss: 0.0311687 | Time: 2026.36 ms [2022-04-12 02:58:21 main:574] : INFO : Epoch 1870 | loss: 0.0311683 | val_loss: 0.0311699 | Time: 1989.57 ms [2022-04-12 02:58:23 main:574] : INFO : Epoch 1871 | loss: 0.0311694 | val_loss: 0.0311716 | Time: 1999.65 ms [2022-04-12 02:58:25 main:574] : INFO : Epoch 1872 | loss: 0.0311686 | val_loss: 0.031175 | Time: 2008.85 ms [2022-04-12 02:58:27 main:574] : INFO : Epoch 1873 | loss: 0.0311707 | val_loss: 0.0311758 | Time: 1983.82 ms [2022-04-12 02:58:29 main:574] : INFO : Epoch 1874 | loss: 0.0311699 | val_loss: 0.0311751 | Time: 1986.58 ms [2022-04-12 02:58:31 main:574] : INFO : Epoch 1875 | loss: 0.0311741 | val_loss: 0.0311727 | Time: 1973.56 ms [2022-04-12 02:58:33 main:574] : INFO : Epoch 1876 | loss: 0.0311733 | val_loss: 0.0311748 | Time: 2025.86 ms [2022-04-12 02:58:35 main:574] : INFO : Epoch 1877 | loss: 0.031173 | val_loss: 0.0311765 | Time: 2007.93 ms [2022-04-12 02:58:37 main:574] : INFO : Epoch 1878 | loss: 0.0311754 | val_loss: 0.0311738 | Time: 1977.76 ms [2022-04-12 02:58:39 main:574] : INFO : Epoch 1879 | loss: 0.031173 | val_loss: 0.0311706 | Time: 1951.67 ms [2022-04-12 02:58:41 main:574] : INFO : Epoch 1880 | loss: 0.0311706 | val_loss: 0.0311711 | Time: 1988.21 ms [2022-04-12 02:58:43 main:574] : INFO : Epoch 1881 | loss: 0.0311717 | val_loss: 0.0311734 | Time: 1947.44 ms [2022-04-12 02:58:45 main:574] : INFO : Epoch 1882 | loss: 0.0311716 | val_loss: 0.0311739 | Time: 1964.11 ms [2022-04-12 02:58:47 main:574] : INFO : Epoch 1883 | loss: 0.0311724 | val_loss: 0.0311722 | Time: 1999.91 ms [2022-04-12 02:58:49 main:574] : INFO : Epoch 1884 | loss: 0.0311717 | val_loss: 0.0311711 | Time: 1988.9 ms [2022-04-12 02:58:51 main:574] : INFO : Epoch 1885 | loss: 0.031171 | val_loss: 0.0311713 | Time: 1995.27 ms [2022-04-12 02:58:53 main:574] : INFO : Epoch 1886 | loss: 0.0311708 | val_loss: 0.0311758 | Time: 1982.45 ms [2022-04-12 02:58:55 main:574] : INFO : Epoch 1887 | loss: 0.0311715 | val_loss: 0.0311722 | Time: 1999.28 ms [2022-04-12 02:58:57 main:574] : INFO : Epoch 1888 | loss: 0.0311706 | val_loss: 0.0311737 | Time: 1984.32 ms [2022-04-12 02:58:59 main:574] : INFO : Epoch 1889 | loss: 0.0311695 | val_loss: 0.0311711 | Time: 1995.59 ms [2022-04-12 02:59:02 main:574] : INFO : Epoch 1890 | loss: 0.0311703 | val_loss: 0.0311717 | Time: 1986.65 ms [2022-04-12 02:59:04 main:574] : INFO : Epoch 1891 | loss: 0.0311694 | val_loss: 0.0311776 | Time: 1986.44 ms [2022-04-12 02:59:06 main:574] : INFO : Epoch 1892 | loss: 0.0311718 | val_loss: 0.0311751 | Time: 1987.88 ms [2022-04-12 02:59:08 main:574] : INFO : Epoch 1893 | loss: 0.0311681 | val_loss: 0.0311712 | Time: 2001.83 ms [2022-04-12 02:59:10 main:574] : INFO : Epoch 1894 | loss: 0.0311677 | val_loss: 0.0311714 | Time: 1995.22 ms [2022-04-12 02:59:12 main:574] : INFO : Epoch 1895 | loss: 0.0311688 | val_loss: 0.0311777 | Time: 2006.1 ms [2022-04-12 02:59:14 main:574] : INFO : Epoch 1896 | loss: 0.0311698 | val_loss: 0.0311709 | Time: 1976.43 ms [2022-04-12 02:59:16 main:574] : INFO : Epoch 1897 | loss: 0.0311683 | val_loss: 0.0311712 | Time: 1981.59 ms [2022-04-12 02:59:18 main:574] : INFO : Epoch 1898 | loss: 0.0311668 | val_loss: 0.0311712 | Time: 1996.93 ms [2022-04-12 02:59:20 main:574] : INFO : Epoch 1899 | loss: 0.0311683 | val_loss: 0.0311713 | Time: 1981.96 ms [2022-04-12 02:59:22 main:574] : INFO : Epoch 1900 | loss: 0.0311708 | val_loss: 0.0311758 | Time: 1984.18 ms [2022-04-12 02:59:24 main:574] : INFO : Epoch 1901 | loss: 0.0311704 | val_loss: 0.0311716 | Time: 1993.79 ms [2022-04-12 02:59:26 main:574] : INFO : Epoch 1902 | loss: 0.0311673 | val_loss: 0.0311693 | Time: 2004.16 ms [2022-04-12 02:59:28 main:574] : INFO : Epoch 1903 | loss: 0.0311684 | val_loss: 0.0311713 | Time: 1999.82 ms [2022-04-12 02:59:30 main:574] : INFO : Epoch 1904 | loss: 0.0311678 | val_loss: 0.0311701 | Time: 1971.99 ms [2022-04-12 02:59:32 main:574] : INFO : Epoch 1905 | loss: 0.0311678 | val_loss: 0.0311696 | Time: 1989.69 ms [2022-04-12 02:59:34 main:574] : INFO : Epoch 1906 | loss: 0.0311675 | val_loss: 0.031171 | Time: 1999.61 ms [2022-04-12 02:59:36 main:574] : INFO : Epoch 1907 | loss: 0.0311668 | val_loss: 0.0311744 | Time: 2001.76 ms [2022-04-12 02:59:38 main:574] : INFO : Epoch 1908 | loss: 0.0311681 | val_loss: 0.0311697 | Time: 2003.24 ms [2022-04-12 02:59:40 main:574] : INFO : Epoch 1909 | loss: 0.0311668 | val_loss: 0.0311716 | Time: 2005.44 ms [2022-04-12 02:59:42 main:574] : INFO : Epoch 1910 | loss: 0.0311663 | val_loss: 0.0311721 | Time: 2009.97 ms [2022-04-12 02:59:44 main:574] : INFO : Epoch 1911 | loss: 0.0311665 | val_loss: 0.0311712 | Time: 1982.83 ms [2022-04-12 02:59:46 main:574] : INFO : Epoch 1912 | loss: 0.0311655 | val_loss: 0.03117 | Time: 2046.67 ms [2022-04-12 02:59:49 main:574] : INFO : Epoch 1913 | loss: 0.0311665 | val_loss: 0.0311724 | Time: 2025.71 ms [2022-04-12 02:59:51 main:574] : INFO : Epoch 1914 | loss: 0.0311685 | val_loss: 0.0311724 | Time: 2002.74 ms [2022-04-12 02:59:53 main:574] : INFO : Epoch 1915 | loss: 0.0311669 | val_loss: 0.0311696 | Time: 1991.36 ms [2022-04-12 02:59:55 main:574] : INFO : Epoch 1916 | loss: 0.0311659 | val_loss: 0.0311708 | Time: 1981.68 ms [2022-04-12 02:59:57 main:574] : INFO : Epoch 1917 | loss: 0.0311666 | val_loss: 0.0311694 | Time: 1978.78 ms [2022-04-12 02:59:59 main:574] : INFO : Epoch 1918 | loss: 0.031167 | val_loss: 0.03117 | Time: 1980.82 ms [2022-04-12 03:00:01 main:574] : INFO : Epoch 1919 | loss: 0.0311653 | val_loss: 0.0311706 | Time: 1961.38 ms [2022-04-12 03:00:03 main:574] : INFO : Epoch 1920 | loss: 0.0311647 | val_loss: 0.0311704 | Time: 1998.84 ms [2022-04-12 03:00:05 main:574] : INFO : Epoch 1921 | loss: 0.0311655 | val_loss: 0.03117 | Time: 1995.41 ms [2022-04-12 03:00:07 main:574] : INFO : Epoch 1922 | loss: 0.0311659 | val_loss: 0.0311709 | Time: 1955.77 ms [2022-04-12 03:00:09 main:574] : INFO : Epoch 1923 | loss: 0.0311645 | val_loss: 0.0311736 | Time: 1990 ms [2022-04-12 03:00:11 main:574] : INFO : Epoch 1924 | loss: 0.0311675 | val_loss: 0.0311697 | Time: 1959.57 ms [2022-04-12 03:00:13 main:574] : INFO : Epoch 1925 | loss: 0.0311695 | val_loss: 0.0311725 | Time: 2024.65 ms [2022-04-12 03:00:15 main:574] : INFO : Epoch 1926 | loss: 0.0311674 | val_loss: 0.0311713 | Time: 1967.57 ms [2022-04-12 03:00:17 main:574] : INFO : Epoch 1927 | loss: 0.0311654 | val_loss: 0.031169 | Time: 1980.81 ms [2022-04-12 03:00:19 main:574] : INFO : Epoch 1928 | loss: 0.0311644 | val_loss: 0.0311693 | Time: 2021.51 ms [2022-04-12 03:00:21 main:574] : INFO : Epoch 1929 | loss: 0.0311633 | val_loss: 0.03117 | Time: 1971.96 ms [2022-04-12 03:00:23 main:574] : INFO : Epoch 1930 | loss: 0.0311651 | val_loss: 0.0311707 | Time: 1984.62 ms [2022-04-12 03:00:25 main:574] : INFO : Epoch 1931 | loss: 0.0311665 | val_loss: 0.0311711 | Time: 1989.2 ms [2022-04-12 03:00:27 main:574] : INFO : Epoch 1932 | loss: 0.0311664 | val_loss: 0.0311694 | Time: 1992.84 ms [2022-04-12 03:00:29 main:574] : INFO : Epoch 1933 | loss: 0.0311652 | val_loss: 0.0311694 | Time: 2013.9 ms [2022-04-12 03:00:31 main:574] : INFO : Epoch 1934 | loss: 0.0311634 | val_loss: 0.0311681 | Time: 2000.83 ms [2022-04-12 03:00:33 main:574] : INFO : Epoch 1935 | loss: 0.0311639 | val_loss: 0.0311678 | Time: 1999.07 ms [2022-04-12 03:00:35 main:574] : INFO : Epoch 1936 | loss: 0.0311627 | val_loss: 0.0311679 | Time: 2004.98 ms [2022-04-12 03:00:37 main:574] : INFO : Epoch 1937 | loss: 0.0311631 | val_loss: 0.0311685 | Time: 2013.27 ms [2022-04-12 03:00:39 main:574] : INFO : Epoch 1938 | loss: 0.0311618 | val_loss: 0.0311698 | Time: 2000.9 ms [2022-04-12 03:00:41 main:574] : INFO : Epoch 1939 | loss: 0.0311629 | val_loss: 0.0311694 | Time: 2034.93 ms [2022-04-12 03:00:44 main:574] : INFO : Epoch 1940 | loss: 0.0311629 | val_loss: 0.0311671 | Time: 2016.01 ms [2022-04-12 03:00:46 main:574] : INFO : Epoch 1941 | loss: 0.0311623 | val_loss: 0.0311738 | Time: 2034.41 ms [2022-04-12 03:00:48 main:574] : INFO : Epoch 1942 | loss: 0.0311639 | val_loss: 0.0311696 | Time: 1987.37 ms [2022-04-12 03:00:50 main:574] : INFO : Epoch 1943 | loss: 0.0311634 | val_loss: 0.0311679 | Time: 1983.81 ms [2022-04-12 03:00:52 main:574] : INFO : Epoch 1944 | loss: 0.0311634 | val_loss: 0.0311698 | Time: 2005.76 ms [2022-04-12 03:00:54 main:574] : INFO : Epoch 1945 | loss: 0.0311633 | val_loss: 0.0311681 | Time: 1976.63 ms [2022-04-12 03:00:56 main:574] : INFO : Epoch 1946 | loss: 0.031162 | val_loss: 0.0311679 | Time: 1997.27 ms [2022-04-12 03:00:58 main:574] : INFO : Epoch 1947 | loss: 0.0311626 | val_loss: 0.0311718 | Time: 2016.29 ms [2022-04-12 03:01:00 main:574] : INFO : Epoch 1948 | loss: 0.0311629 | val_loss: 0.0311676 | Time: 1982.33 ms [2022-04-12 03:01:02 main:574] : INFO : Epoch 1949 | loss: 0.0311629 | val_loss: 0.0311688 | Time: 2002.49 ms [2022-04-12 03:01:04 main:574] : INFO : Epoch 1950 | loss: 0.031164 | val_loss: 0.0311706 | Time: 2000.89 ms [2022-04-12 03:01:06 main:574] : INFO : Epoch 1951 | loss: 0.0311647 | val_loss: 0.0311709 | Time: 1982.03 ms [2022-04-12 03:01:08 main:574] : INFO : Epoch 1952 | loss: 0.0311661 | val_loss: 0.0311698 | Time: 2001.16 ms [2022-04-12 03:01:10 main:574] : INFO : Epoch 1953 | loss: 0.0311635 | val_loss: 0.0311676 | Time: 1993.92 ms [2022-04-12 03:01:12 main:574] : INFO : Epoch 1954 | loss: 0.0311624 | val_loss: 0.0311704 | Time: 1981.52 ms [2022-04-12 03:01:14 main:574] : INFO : Epoch 1955 | loss: 0.031164 | val_loss: 0.0311669 | Time: 1973.2 ms [2022-04-12 03:01:16 main:574] : INFO : Epoch 1956 | loss: 0.0311616 | val_loss: 0.0311666 | Time: 2002.9 ms [2022-04-12 03:01:18 main:574] : INFO : Epoch 1957 | loss: 0.0311624 | val_loss: 0.0311695 | Time: 1987.65 ms [2022-04-12 03:01:20 main:574] : INFO : Epoch 1958 | loss: 0.0311619 | val_loss: 0.031172 | Time: 1991.23 ms [2022-04-12 03:01:22 main:574] : INFO : Epoch 1959 | loss: 0.0311631 | val_loss: 0.0311677 | Time: 2020.78 ms [2022-04-12 03:01:24 main:574] : INFO : Epoch 1960 | loss: 0.0311648 | val_loss: 0.0311799 | Time: 2012.01 ms [2022-04-12 03:01:26 main:574] : INFO : Epoch 1961 | loss: 0.0311693 | val_loss: 0.0311721 | Time: 1974.67 ms [2022-04-12 03:01:28 main:574] : INFO : Epoch 1962 | loss: 0.0311664 | val_loss: 0.0311787 | Time: 2015.47 ms [2022-04-12 03:01:30 main:574] : INFO : Epoch 1963 | loss: 0.0311726 | val_loss: 0.0311753 | Time: 2006.69 ms [2022-04-12 03:01:32 main:574] : INFO : Epoch 1964 | loss: 0.0311675 | val_loss: 0.0311731 | Time: 1968.46 ms [2022-04-12 03:01:35 main:574] : INFO : Epoch 1965 | loss: 0.0311638 | val_loss: 0.0311756 | Time: 2010.94 ms [2022-04-12 03:01:37 main:574] : INFO : Epoch 1966 | loss: 0.031165 | val_loss: 0.031171 | Time: 2005.01 ms [2022-04-12 03:01:39 main:574] : INFO : Epoch 1967 | loss: 0.0311635 | val_loss: 0.0311716 | Time: 1996.94 ms [2022-04-12 03:01:41 main:574] : INFO : Epoch 1968 | loss: 0.0311631 | val_loss: 0.0311714 | Time: 2018.76 ms [2022-04-12 03:01:43 main:574] : INFO : Epoch 1969 | loss: 0.0311629 | val_loss: 0.0311716 | Time: 2038.44 ms [2022-04-12 03:01:45 main:574] : INFO : Epoch 1970 | loss: 0.0311624 | val_loss: 0.0311704 | Time: 2018.85 ms [2022-04-12 03:01:47 main:574] : INFO : Epoch 1971 | loss: 0.0311635 | val_loss: 0.0311726 | Time: 1961.94 ms [2022-04-12 03:01:49 main:574] : INFO : Epoch 1972 | loss: 0.031162 | val_loss: 0.0311705 | Time: 2015.21 ms [2022-04-12 03:01:51 main:574] : INFO : Epoch 1973 | loss: 0.0311625 | val_loss: 0.031171 | Time: 2053.73 ms [2022-04-12 03:01:53 main:574] : INFO : Epoch 1974 | loss: 0.0311621 | val_loss: 0.0311705 | Time: 2004.11 ms [2022-04-12 03:01:55 main:574] : INFO : Epoch 1975 | loss: 0.0311624 | val_loss: 0.0311723 | Time: 2024.21 ms [2022-04-12 03:01:57 main:574] : INFO : Epoch 1976 | loss: 0.031163 | val_loss: 0.0311706 | Time: 2017.3 ms [2022-04-12 03:01:59 main:574] : INFO : Epoch 1977 | loss: 0.0311632 | val_loss: 0.0311724 | Time: 2035.26 ms [2022-04-12 03:02:01 main:574] : INFO : Epoch 1978 | loss: 0.0311629 | val_loss: 0.0311726 | Time: 2041.6 ms [2022-04-12 03:02:03 main:574] : INFO : Epoch 1979 | loss: 0.0311637 | val_loss: 0.0311766 | Time: 1976.05 ms [2022-04-12 03:02:05 main:574] : INFO : Epoch 1980 | loss: 0.0311626 | val_loss: 0.0311722 | Time: 2003.12 ms [2022-04-12 03:02:08 main:574] : INFO : Epoch 1981 | loss: 0.0311616 | val_loss: 0.0311715 | Time: 2012.66 ms [2022-04-12 03:02:10 main:574] : INFO : Epoch 1982 | loss: 0.0311619 | val_loss: 0.0311727 | Time: 2010.78 ms [2022-04-12 03:02:12 main:574] : INFO : Epoch 1983 | loss: 0.0311624 | val_loss: 0.0311718 | Time: 1997.63 ms [2022-04-12 03:02:14 main:574] : INFO : Epoch 1984 | loss: 0.0311647 | val_loss: 0.0311722 | Time: 2050.25 ms [2022-04-12 03:02:16 main:574] : INFO : Epoch 1985 | loss: 0.0311637 | val_loss: 0.0311715 | Time: 1999.99 ms [2022-04-12 03:02:18 main:574] : INFO : Epoch 1986 | loss: 0.0311622 | val_loss: 0.031172 | Time: 2027.01 ms [2022-04-12 03:02:20 main:574] : INFO : Epoch 1987 | loss: 0.031165 | val_loss: 0.0311749 | Time: 1946.38 ms [2022-04-12 03:02:22 main:574] : INFO : Epoch 1988 | loss: 0.0311625 | val_loss: 0.0311729 | Time: 2022.21 ms [2022-04-12 03:02:24 main:574] : INFO : Epoch 1989 | loss: 0.0311644 | val_loss: 0.0311777 | Time: 2034.42 ms [2022-04-12 03:02:26 main:574] : INFO : Epoch 1990 | loss: 0.0311687 | val_loss: 0.031175 | Time: 2004.41 ms [2022-04-12 03:02:28 main:574] : INFO : Epoch 1991 | loss: 0.0311668 | val_loss: 0.0311728 | Time: 1985.62 ms [2022-04-12 03:02:30 main:574] : INFO : Epoch 1992 | loss: 0.0311649 | val_loss: 0.0311729 | Time: 2013.89 ms [2022-04-12 03:02:32 main:574] : INFO : Epoch 1993 | loss: 0.0311647 | val_loss: 0.0311716 | Time: 2019.43 ms [2022-04-12 03:02:34 main:574] : INFO : Epoch 1994 | loss: 0.0311641 | val_loss: 0.03117 | Time: 1971.54 ms [2022-04-12 03:02:36 main:574] : INFO : Epoch 1995 | loss: 0.0311643 | val_loss: 0.0311702 | Time: 2026.56 ms [2022-04-12 03:02:38 main:574] : INFO : Epoch 1996 | loss: 0.0311645 | val_loss: 0.0311718 | Time: 2021.03 ms [2022-04-12 03:02:40 main:574] : INFO : Epoch 1997 | loss: 0.0311651 | val_loss: 0.0311723 | Time: 2008.88 ms [2022-04-12 03:02:42 main:574] : INFO : Epoch 1998 | loss: 0.0311639 | val_loss: 0.0311735 | Time: 2012.16 ms [2022-04-12 03:02:44 main:574] : INFO : Epoch 1999 | loss: 0.0311634 | val_loss: 0.0311716 | Time: 2036.69 ms [2022-04-12 03:02:47 main:574] : INFO : Epoch 2000 | loss: 0.0311623 | val_loss: 0.0311706 | Time: 2004.72 ms [2022-04-12 03:02:49 main:574] : INFO : Epoch 2001 | loss: 0.0311646 | val_loss: 0.0311757 | Time: 1984.58 ms [2022-04-12 03:02:51 main:574] : INFO : Epoch 2002 | loss: 0.0311653 | val_loss: 0.031172 | Time: 2028.46 ms [2022-04-12 03:02:53 main:574] : INFO : Epoch 2003 | loss: 0.0311651 | val_loss: 0.0311706 | Time: 2060.49 ms [2022-04-12 03:02:55 main:574] : INFO : Epoch 2004 | loss: 0.0311637 | val_loss: 0.0311694 | Time: 2026.5 ms [2022-04-12 03:02:57 main:574] : INFO : Epoch 2005 | loss: 0.031162 | val_loss: 0.0311701 | Time: 2024.06 ms [2022-04-12 03:02:59 main:574] : INFO : Epoch 2006 | loss: 0.0311611 | val_loss: 0.0311693 | Time: 2021.95 ms [2022-04-12 03:03:01 main:574] : INFO : Epoch 2007 | loss: 0.031161 | val_loss: 0.0311692 | Time: 1982.1 ms [2022-04-12 03:03:03 main:574] : INFO : Epoch 2008 | loss: 0.0311616 | val_loss: 0.0311689 | Time: 1992.39 ms [2022-04-12 03:03:05 main:574] : INFO : Epoch 2009 | loss: 0.0311615 | val_loss: 0.0311693 | Time: 1991.2 ms [2022-04-12 03:03:07 main:574] : INFO : Epoch 2010 | loss: 0.0311617 | val_loss: 0.0311813 | Time: 2007.77 ms [2022-04-12 03:03:09 main:574] : INFO : Epoch 2011 | loss: 0.0311614 | val_loss: 0.0311693 | Time: 1987.78 ms [2022-04-12 03:03:11 main:574] : INFO : Epoch 2012 | loss: 0.0311614 | val_loss: 0.0311712 | Time: 1992.86 ms [2022-04-12 03:03:13 main:574] : INFO : Epoch 2013 | loss: 0.0311615 | val_loss: 0.0311697 | Time: 2030.3 ms [2022-04-12 03:03:15 main:574] : INFO : Epoch 2014 | loss: 0.0311618 | val_loss: 0.03117 | Time: 2003.58 ms [2022-04-12 03:03:17 main:574] : INFO : Epoch 2015 | loss: 0.0311618 | val_loss: 0.0311696 | Time: 2040.67 ms [2022-04-12 03:03:19 main:574] : INFO : Epoch 2016 | loss: 0.0311615 | val_loss: 0.031168 | Time: 2011.79 ms [2022-04-12 03:03:21 main:574] : INFO : Epoch 2017 | loss: 0.0311613 | val_loss: 0.0311684 | Time: 2040.22 ms [2022-04-12 03:03:24 main:574] : INFO : Epoch 2018 | loss: 0.0311616 | val_loss: 0.0311701 | Time: 2035.54 ms [2022-04-12 03:03:26 main:574] : INFO : Epoch 2019 | loss: 0.0311632 | val_loss: 0.031169 | Time: 2028.39 ms [2022-04-12 03:03:28 main:574] : INFO : Epoch 2020 | loss: 0.0311627 | val_loss: 0.0311677 | Time: 2050.41 ms [2022-04-12 03:03:30 main:574] : INFO : Epoch 2021 | loss: 0.03116 | val_loss: 0.0311678 | Time: 1998.38 ms [2022-04-12 03:03:32 main:574] : INFO : Epoch 2022 | loss: 0.0311607 | val_loss: 0.0311709 | Time: 2020.56 ms [2022-04-12 03:03:34 main:574] : INFO : Epoch 2023 | loss: 0.0311622 | val_loss: 0.0311682 | Time: 2028.32 ms [2022-04-12 03:03:36 main:574] : INFO : Epoch 2024 | loss: 0.0311611 | val_loss: 0.0311715 | Time: 2030.81 ms [2022-04-12 03:03:38 main:574] : INFO : Epoch 2025 | loss: 0.031165 | val_loss: 0.031169 | Time: 2019.79 ms [2022-04-12 03:03:40 main:574] : INFO : Epoch 2026 | loss: 0.0311667 | val_loss: 0.0311721 | Time: 2011.7 ms [2022-04-12 03:03:42 main:574] : INFO : Epoch 2027 | loss: 0.0311646 | val_loss: 0.0311721 | Time: 1996.42 ms [2022-04-12 03:03:44 main:574] : INFO : Epoch 2028 | loss: 0.0311614 | val_loss: 0.0311729 | Time: 1995.92 ms [2022-04-12 03:03:46 main:574] : INFO : Epoch 2029 | loss: 0.0311609 | val_loss: 0.0311689 | Time: 2040.6 ms [2022-04-12 03:03:48 main:574] : INFO : Epoch 2030 | loss: 0.0311607 | val_loss: 0.0311679 | Time: 2031.7 ms [2022-04-12 03:03:51 main:574] : INFO : Epoch 2031 | loss: 0.0311597 | val_loss: 0.0311679 | Time: 2042.55 ms [2022-04-12 03:03:53 main:574] : INFO : Epoch 2032 | loss: 0.0311596 | val_loss: 0.0311707 | Time: 2038.76 ms [2022-04-12 03:03:55 main:574] : INFO : Epoch 2033 | loss: 0.0311604 | val_loss: 0.03117 | Time: 2034.49 ms [2022-04-12 03:03:57 main:574] : INFO : Epoch 2034 | loss: 0.0311606 | val_loss: 0.0311699 | Time: 2036.52 ms [2022-04-12 03:03:59 main:574] : INFO : Epoch 2035 | loss: 0.0311605 | val_loss: 0.031171 | Time: 2035.43 ms [2022-04-12 03:04:01 main:574] : INFO : Epoch 2036 | loss: 0.0311624 | val_loss: 0.0311698 | Time: 2045.03 ms [2022-04-12 03:04:03 main:574] : INFO : Epoch 2037 | loss: 0.0311636 | val_loss: 0.0311719 | Time: 2011.81 ms [2022-04-12 03:04:05 main:574] : INFO : Epoch 2038 | loss: 0.0311647 | val_loss: 0.031171 | Time: 2015.73 ms [2022-04-12 03:04:07 main:574] : INFO : Epoch 2039 | loss: 0.0311647 | val_loss: 0.0311764 | Time: 2018.72 ms [2022-04-12 03:04:09 main:574] : INFO : Epoch 2040 | loss: 0.0311682 | val_loss: 0.0311706 | Time: 2029.51 ms [2022-04-12 03:04:11 main:574] : INFO : Epoch 2041 | loss: 0.0311666 | val_loss: 0.0311696 | Time: 2027.63 ms [2022-04-12 03:04:13 main:574] : INFO : Epoch 2042 | loss: 0.0311639 | val_loss: 0.0311716 | Time: 2018.82 ms [2022-04-12 03:04:16 main:574] : INFO : Epoch 2043 | loss: 0.0311651 | val_loss: 0.0311742 | Time: 2048.69 ms [2022-04-12 03:04:18 main:574] : INFO : Epoch 2044 | loss: 0.0311649 | val_loss: 0.0311703 | Time: 2046.93 ms [2022-04-12 03:04:20 main:574] : INFO : Epoch 2045 | loss: 0.0311638 | val_loss: 0.0311694 | Time: 1779.73 ms [2022-04-12 03:04:21 main:574] : INFO : Epoch 2046 | loss: 0.031164 | val_loss: 0.0311737 | Time: 1571.63 ms [2022-04-12 03:04:23 main:574] : INFO : Epoch 2047 | loss: 0.0311682 | val_loss: 0.03118 | Time: 1558.2 ms [2022-04-12 03:04:24 main:574] : INFO : Epoch 2048 | loss: 0.0311682 | val_loss: 0.0311726 | Time: 1481.1 ms [2022-04-12 03:04:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311726 [2022-04-12 03:04:24 main:603] : INFO : Saving end state to config to file [2022-04-12 03:04:25 main:608] : INFO : Success, exiting.. 03:04:25 (22036): 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)