Task 14543731
| Name | ParityModified-1647040770-826-3-0_0 |
| Workunit | 11574777 |
| Created | 7 Apr 2022, 18:52:43 UTC |
| Sent | 11 Apr 2022, 4:42:30 UTC |
| Report deadline | 19 Apr 2022, 4:42:30 UTC |
| Received | 13 Apr 2022, 5:51:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 1 hours 10 min 47 sec |
| CPU time | 1 hours 8 min 14 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>
main:574] : INFO : Epoch 1542 | loss: 0.0311483 | val_loss: 0.0311658 | Time: 2024.8 ms
[2022-04-13 07:33:52 main:574] : INFO : Epoch 1543 | loss: 0.0311466 | val_loss: 0.0311646 | Time: 2048.99 ms
[2022-04-13 07:33:54 main:574] : INFO : Epoch 1544 | loss: 0.0311476 | val_loss: 0.0311646 | Time: 1987.79 ms
[2022-04-13 07:33:56 main:574] : INFO : Epoch 1545 | loss: 0.0311485 | val_loss: 0.0311744 | Time: 2024.4 ms
[2022-04-13 07:33:58 main:574] : INFO : Epoch 1546 | loss: 0.0311529 | val_loss: 0.0311682 | Time: 2021.69 ms
[2022-04-13 07:34:00 main:574] : INFO : Epoch 1547 | loss: 0.0311486 | val_loss: 0.0311654 | Time: 2021.94 ms
[2022-04-13 07:34:02 main:574] : INFO : Epoch 1548 | loss: 0.0311472 | val_loss: 0.0311667 | Time: 2002.53 ms
[2022-04-13 07:34:04 main:574] : INFO : Epoch 1549 | loss: 0.0311468 | val_loss: 0.0311647 | Time: 2028.6 ms
[2022-04-13 07:34:06 main:574] : INFO : Epoch 1550 | loss: 0.0311476 | val_loss: 0.0311719 | Time: 2013.96 ms
[2022-04-13 07:34:08 main:574] : INFO : Epoch 1551 | loss: 0.0311495 | val_loss: 0.0311683 | Time: 2062.25 ms
[2022-04-13 07:34:10 main:574] : INFO : Epoch 1552 | loss: 0.0311475 | val_loss: 0.0311671 | Time: 2000.67 ms
[2022-04-13 07:34:12 main:574] : INFO : Epoch 1553 | loss: 0.0311477 | val_loss: 0.0311708 | Time: 2034.58 ms
[2022-04-13 07:34:15 main:574] : INFO : Epoch 1554 | loss: 0.0311471 | val_loss: 0.0311716 | Time: 2034.44 ms
[2022-04-13 07:34:17 main:574] : INFO : Epoch 1555 | loss: 0.0311467 | val_loss: 0.0311667 | Time: 1993.72 ms
[2022-04-13 07:34:19 main:574] : INFO : Epoch 1556 | loss: 0.0311461 | val_loss: 0.031169 | Time: 2006.82 ms
[2022-04-13 07:34:21 main:574] : INFO : Epoch 1557 | loss: 0.0311459 | val_loss: 0.0311685 | Time: 2041 ms
[2022-04-13 07:34:23 main:574] : INFO : Epoch 1558 | loss: 0.0311443 | val_loss: 0.031167 | Time: 2003.84 ms
[2022-04-13 07:34:25 main:574] : INFO : Epoch 1559 | loss: 0.0311456 | val_loss: 0.0311662 | Time: 2005.98 ms
[2022-04-13 07:34:27 main:574] : INFO : Epoch 1560 | loss: 0.0311467 | val_loss: 0.0311716 | Time: 2003.11 ms
[2022-04-13 07:34:29 main:574] : INFO : Epoch 1561 | loss: 0.031147 | val_loss: 0.0311691 | Time: 1989.4 ms
[2022-04-13 07:34:31 main:574] : INFO : Epoch 1562 | loss: 0.0311489 | val_loss: 0.0311711 | Time: 2002.93 ms
[2022-04-13 07:34:33 main:574] : INFO : Epoch 1563 | loss: 0.0311509 | val_loss: 0.0311721 | Time: 2032.57 ms
[2022-04-13 07:34:35 main:574] : INFO : Epoch 1564 | loss: 0.0311537 | val_loss: 0.031171 | Time: 2000.14 ms
[2022-04-13 07:34:37 main:574] : INFO : Epoch 1565 | loss: 0.0311486 | val_loss: 0.0311692 | Time: 2005.71 ms
[2022-04-13 07:34:39 main:574] : INFO : Epoch 1566 | loss: 0.0311491 | val_loss: 0.03117 | Time: 1995.68 ms
[2022-04-13 07:34:41 main:574] : INFO : Epoch 1567 | loss: 0.0311498 | val_loss: 0.0311669 | Time: 2032.91 ms
[2022-04-13 07:34:43 main:574] : INFO : Epoch 1568 | loss: 0.0311516 | val_loss: 0.031169 | Time: 1995.51 ms
[2022-04-13 07:34:45 main:574] : INFO : Epoch 1569 | loss: 0.03115 | val_loss: 0.0311652 | Time: 1995.75 ms
[2022-04-13 07:34:47 main:574] : INFO : Epoch 1570 | loss: 0.0311482 | val_loss: 0.0311642 | Time: 2008.66 ms
[2022-04-13 07:34:49 main:574] : INFO : Epoch 1571 | loss: 0.0311475 | val_loss: 0.0311666 | Time: 2030.22 ms
[2022-04-13 07:34:51 main:574] : INFO : Epoch 1572 | loss: 0.0311481 | val_loss: 0.031169 | Time: 1996.92 ms
[2022-04-13 07:34:54 main:574] : INFO : Epoch 1573 | loss: 0.0311482 | val_loss: 0.0311659 | Time: 2016.38 ms
[2022-04-13 07:34:56 main:574] : INFO : Epoch 1574 | loss: 0.0311476 | val_loss: 0.0311696 | Time: 1986.4 ms
[2022-04-13 07:34:58 main:574] : INFO : Epoch 1575 | loss: 0.0311503 | val_loss: 0.0311685 | Time: 1986.99 ms
[2022-04-13 07:35:00 main:574] : INFO : Epoch 1576 | loss: 0.0311504 | val_loss: 0.0311635 | Time: 2003.71 ms
[2022-04-13 07:35:02 main:574] : INFO : Epoch 1577 | loss: 0.0311491 | val_loss: 0.0311652 | Time: 2003.34 ms
[2022-04-13 07:35:04 main:574] : INFO : Epoch 1578 | loss: 0.0311506 | val_loss: 0.0311636 | Time: 2011.71 ms
[2022-04-13 07:35:06 main:574] : INFO : Epoch 1579 | loss: 0.0311481 | val_loss: 0.0311644 | Time: 2027.91 ms
[2022-04-13 07:35:08 main:574] : INFO : Epoch 1580 | loss: 0.0311477 | val_loss: 0.0311661 | Time: 2038.35 ms
[2022-04-13 07:35:10 main:574] : INFO : Epoch 1581 | loss: 0.0311476 | val_loss: 0.0311658 | Time: 2015.07 ms
[2022-04-13 07:35:12 main:574] : INFO : Epoch 1582 | loss: 0.0311465 | val_loss: 0.0311647 | Time: 1997.94 ms
[2022-04-13 07:35:14 main:574] : INFO : Epoch 1583 | loss: 0.0311457 | val_loss: 0.0311708 | Time: 1994.09 ms
[2022-04-13 07:35:16 main:574] : INFO : Epoch 1584 | loss: 0.0311464 | val_loss: 0.0311652 | Time: 2025.35 ms
[2022-04-13 07:35:18 main:574] : INFO : Epoch 1585 | loss: 0.0311456 | val_loss: 0.0311693 | Time: 1978.84 ms
[2022-04-13 07:35:20 main:574] : INFO : Epoch 1586 | loss: 0.031147 | val_loss: 0.0311675 | Time: 2023.93 ms
[2022-04-13 07:35:22 main:574] : INFO : Epoch 1587 | loss: 0.0311477 | val_loss: 0.0311689 | Time: 2057.33 ms
[2022-04-13 07:35:24 main:574] : INFO : Epoch 1588 | loss: 0.0311526 | val_loss: 0.0311692 | Time: 2009.46 ms
[2022-04-13 07:35:26 main:574] : INFO : Epoch 1589 | loss: 0.0311533 | val_loss: 0.0311655 | Time: 2008.09 ms
[2022-04-13 07:35:28 main:574] : INFO : Epoch 1590 | loss: 0.0311509 | val_loss: 0.0311664 | Time: 2033.28 ms
[2022-04-13 07:35:31 main:574] : INFO : Epoch 1591 | loss: 0.0311521 | val_loss: 0.0311661 | Time: 2007.21 ms
[2022-04-13 07:35:33 main:574] : INFO : Epoch 1592 | loss: 0.0311521 | val_loss: 0.0311661 | Time: 2016.02 ms
[2022-04-13 07:35:35 main:574] : INFO : Epoch 1593 | loss: 0.0311504 | val_loss: 0.0311664 | Time: 2012.57 ms
[2022-04-13 07:35:37 main:574] : INFO : Epoch 1594 | loss: 0.0311537 | val_loss: 0.0311651 | Time: 2006.3 ms
[2022-04-13 07:35:39 main:574] : INFO : Epoch 1595 | loss: 0.0311526 | val_loss: 0.0311698 | Time: 2031.88 ms
[2022-04-13 07:35:41 main:574] : INFO : Epoch 1596 | loss: 0.0311534 | val_loss: 0.0311659 | Time: 1999.48 ms
[2022-04-13 07:35:43 main:574] : INFO : Epoch 1597 | loss: 0.0311534 | val_loss: 0.0311666 | Time: 2002.61 ms
[2022-04-13 07:35:45 main:574] : INFO : Epoch 1598 | loss: 0.0311531 | val_loss: 0.0311655 | Time: 2022.08 ms
[2022-04-13 07:35:47 main:574] : INFO : Epoch 1599 | loss: 0.0311552 | val_loss: 0.0311693 | Time: 1973.67 ms
[2022-04-13 07:35:49 main:574] : INFO : Epoch 1600 | loss: 0.0311582 | val_loss: 0.0311708 | Time: 2010.42 ms
[2022-04-13 07:35:51 main:574] : INFO : Epoch 1601 | loss: 0.0311509 | val_loss: 0.0311641 | Time: 1991.66 ms
[2022-04-13 07:35:53 main:574] : INFO : Epoch 1602 | loss: 0.0311494 | val_loss: 0.0311674 | Time: 2022.54 ms
[2022-04-13 07:35:55 main:574] : INFO : Epoch 1603 | loss: 0.0311499 | val_loss: 0.0311675 | Time: 2013.22 ms
[2022-04-13 07:35:57 main:574] : INFO : Epoch 1604 | loss: 0.0311498 | val_loss: 0.031167 | Time: 2020.11 ms
[2022-04-13 07:36:00 main:574] : INFO : Epoch 1605 | loss: 0.0311478 | val_loss: 0.0311652 | Time: 2025.05 ms
[2022-04-13 07:36:02 main:574] : INFO : Epoch 1606 | loss: 0.0311477 | val_loss: 0.0311673 | Time: 2063.49 ms
[2022-04-13 07:36:04 main:574] : INFO : Epoch 1607 | loss: 0.0311488 | val_loss: 0.0311757 | Time: 2003.93 ms
[2022-04-13 07:36:06 main:574] : INFO : Epoch 1608 | loss: 0.0311495 | val_loss: 0.0311656 | Time: 2016.79 ms
[2022-04-13 07:36:08 main:574] : INFO : Epoch 1609 | loss: 0.0311496 | val_loss: 0.0311691 | Time: 2018.45 ms
[2022-04-13 07:36:10 main:574] : INFO : Epoch 1610 | loss: 0.0311493 | val_loss: 0.0311697 | Time: 2000.68 ms
[2022-04-13 07:36:12 main:574] : INFO : Epoch 1611 | loss: 0.0311511 | val_loss: 0.0311689 | Time: 2041 ms
[2022-04-13 07:36:14 main:574] : INFO : Epoch 1612 | loss: 0.0311486 | val_loss: 0.031169 | Time: 1991.78 ms
[2022-04-13 07:36:16 main:574] : INFO : Epoch 1613 | loss: 0.0311474 | val_loss: 0.0311697 | Time: 2034.81 ms
[2022-04-13 07:36:18 main:574] : INFO : Epoch 1614 | loss: 0.0311472 | val_loss: 0.0311689 | Time: 2021.88 ms
[2022-04-13 07:36:20 main:574] : INFO : Epoch 1615 | loss: 0.0311465 | val_loss: 0.0311698 | Time: 2028.5 ms
[2022-04-13 07:36:22 main:574] : INFO : Epoch 1616 | loss: 0.0311487 | val_loss: 0.0311716 | Time: 2012.16 ms
[2022-04-13 07:36:24 main:574] : INFO : Epoch 1617 | loss: 0.0311498 | val_loss: 0.0311666 | Time: 2019.7 ms
[2022-04-13 07:36:26 main:574] : INFO : Epoch 1618 | loss: 0.0311501 | val_loss: 0.0311764 | Time: 1995.61 ms
[2022-04-13 07:36:28 main:574] : INFO : Epoch 1619 | loss: 0.0311485 | val_loss: 0.0311672 | Time: 1990.78 ms
[2022-04-13 07:36:31 main:574] : INFO : Epoch 1620 | loss: 0.0311502 | val_loss: 0.0311676 | Time: 2015.66 ms
[2022-04-13 07:36:33 main:574] : INFO : Epoch 1621 | loss: 0.0311489 | val_loss: 0.0311698 | Time: 2016.8 ms
[2022-04-13 07:36:35 main:574] : INFO : Epoch 1622 | loss: 0.0311497 | val_loss: 0.0311697 | Time: 1978.67 ms
[2022-04-13 07:36:37 main:574] : INFO : Epoch 1623 | loss: 0.0311499 | val_loss: 0.0311657 | Time: 1997.02 ms
[2022-04-13 07:36:39 main:574] : INFO : Epoch 1624 | loss: 0.0311504 | val_loss: 0.0311656 | Time: 2008.09 ms
[2022-04-13 07:36:41 main:574] : INFO : Epoch 1625 | loss: 0.0311497 | val_loss: 0.0311647 | Time: 1997.43 ms
[2022-04-13 07:36:43 main:574] : INFO : Epoch 1626 | loss: 0.0311483 | val_loss: 0.0311642 | Time: 2031.71 ms
[2022-04-13 07:36:45 main:574] : INFO : Epoch 1627 | loss: 0.031149 | val_loss: 0.0311667 | Time: 1993.57 ms
[2022-04-13 07:36:47 main:574] : INFO : Epoch 1628 | loss: 0.0311484 | val_loss: 0.0311676 | Time: 2004.65 ms
[2022-04-13 07:36:49 main:574] : INFO : Epoch 1629 | loss: 0.0311485 | val_loss: 0.0311672 | Time: 2034.53 ms
[2022-04-13 07:36:51 main:574] : INFO : Epoch 1630 | loss: 0.0311499 | val_loss: 0.031165 | Time: 2008.75 ms
[2022-04-13 07:36:53 main:574] : INFO : Epoch 1631 | loss: 0.0311498 | val_loss: 0.0311684 | Time: 2018.46 ms
[2022-04-13 07:36:55 main:574] : INFO : Epoch 1632 | loss: 0.0311493 | val_loss: 0.0311649 | Time: 1999.26 ms
[2022-04-13 07:36:57 main:574] : INFO : Epoch 1633 | loss: 0.03115 | val_loss: 0.031168 | Time: 2016.65 ms
[2022-04-13 07:36:59 main:574] : INFO : Epoch 1634 | loss: 0.0311491 | val_loss: 0.0311726 | Time: 2025.71 ms
[2022-04-13 07:37:01 main:574] : INFO : Epoch 1635 | loss: 0.0311603 | val_loss: 0.0311717 | Time: 1967.21 ms
[2022-04-13 07:37:03 main:574] : INFO : Epoch 1636 | loss: 0.0311604 | val_loss: 0.0311726 | Time: 2033.6 ms
[2022-04-13 07:37:05 main:574] : INFO : Epoch 1637 | loss: 0.0311605 | val_loss: 0.0311721 | Time: 2022.82 ms
[2022-04-13 07:37:08 main:574] : INFO : Epoch 1638 | loss: 0.0311604 | val_loss: 0.0311714 | Time: 2014.43 ms
[2022-04-13 07:37:10 main:574] : INFO : Epoch 1639 | loss: 0.0311605 | val_loss: 0.031173 | Time: 2005.67 ms
[2022-04-13 07:37:12 main:574] : INFO : Epoch 1640 | loss: 0.0311648 | val_loss: 0.0311807 | Time: 2012.97 ms
[2022-04-13 07:37:14 main:574] : INFO : Epoch 1641 | loss: 0.0311642 | val_loss: 0.0311771 | Time: 1997.83 ms
[2022-04-13 07:37:16 main:574] : INFO : Epoch 1642 | loss: 0.0311594 | val_loss: 0.0311724 | Time: 1986.21 ms
[2022-04-13 07:37:18 main:574] : INFO : Epoch 1643 | loss: 0.0311578 | val_loss: 0.0311715 | Time: 2002.27 ms
[2022-04-13 07:37:20 main:574] : INFO : Epoch 1644 | loss: 0.0311578 | val_loss: 0.031175 | Time: 2063.72 ms
[2022-04-13 07:37:22 main:574] : INFO : Epoch 1645 | loss: 0.0311571 | val_loss: 0.0311696 | Time: 2021.05 ms
[2022-04-13 07:37:24 main:574] : INFO : Epoch 1646 | loss: 0.0311565 | val_loss: 0.0311693 | Time: 2019.95 ms
[2022-04-13 07:37:26 main:574] : INFO : Epoch 1647 | loss: 0.0311564 | val_loss: 0.0311718 | Time: 2005.29 ms
[2022-04-13 07:37:28 main:574] : INFO : Epoch 1648 | loss: 0.0311548 | val_loss: 0.0311707 | Time: 2011.09 ms
[2022-04-13 07:37:30 main:574] : INFO : Epoch 1649 | loss: 0.0311576 | val_loss: 0.0311695 | Time: 1977.3 ms
[2022-04-13 07:37:32 main:574] : INFO : Epoch 1650 | loss: 0.0311552 | val_loss: 0.0311693 | Time: 2014.08 ms
[2022-04-13 07:37:34 main:574] : INFO : Epoch 1651 | loss: 0.0311543 | val_loss: 0.0311697 | Time: 2012.05 ms
[2022-04-13 07:37:36 main:574] : INFO : Epoch 1652 | loss: 0.0311566 | val_loss: 0.0311668 | Time: 2009.56 ms
[2022-04-13 07:37:38 main:574] : INFO : Epoch 1653 | loss: 0.0311541 | val_loss: 0.0311664 | Time: 2006.79 ms
[2022-04-13 07:37:40 main:574] : INFO : Epoch 1654 | loss: 0.0311532 | val_loss: 0.0311699 | Time: 2029.1 ms
[2022-04-13 07:37:43 main:574] : INFO : Epoch 1655 | loss: 0.0311552 | val_loss: 0.0311701 | Time: 2018.72 ms
[2022-04-13 07:37:45 main:574] : INFO : Epoch 1656 | loss: 0.031155 | val_loss: 0.0311677 | Time: 2003.63 ms
[2022-04-13 07:37:47 main:574] : INFO : Epoch 1657 | loss: 0.0311549 | val_loss: 0.0311679 | Time: 2025.79 ms
[2022-04-13 07:37:49 main:574] : INFO : Epoch 1658 | loss: 0.0311537 | val_loss: 0.0311691 | Time: 2008.04 ms
[2022-04-13 07:37:51 main:574] : INFO : Epoch 1659 | loss: 0.031153 | val_loss: 0.0311677 | Time: 2022.67 ms
[2022-04-13 07:37:53 main:574] : INFO : Epoch 1660 | loss: 0.0311525 | val_loss: 0.0311701 | Time: 2010.39 ms
[2022-04-13 07:37:55 main:574] : INFO : Epoch 1661 | loss: 0.0311547 | val_loss: 0.0311716 | Time: 2049.49 ms
[2022-04-13 07:37:57 main:574] : INFO : Epoch 1662 | loss: 0.0311576 | val_loss: 0.0311756 | Time: 2009.08 ms
[2022-04-13 07:37:59 main:574] : INFO : Epoch 1663 | loss: 0.0311557 | val_loss: 0.0311694 | Time: 1976.7 ms
[2022-04-13 07:38:01 main:574] : INFO : Epoch 1664 | loss: 0.0311548 | val_loss: 0.0311702 | Time: 2014.08 ms
[2022-04-13 07:38:03 main:574] : INFO : Epoch 1665 | loss: 0.0311541 | val_loss: 0.0311688 | Time: 1999.86 ms
[2022-04-13 07:38:05 main:574] : INFO : Epoch 1666 | loss: 0.0311548 | val_loss: 0.0311735 | Time: 2016.4 ms
[2022-04-13 07:38:07 main:574] : INFO : Epoch 1667 | loss: 0.0311549 | val_loss: 0.0311683 | Time: 1995.84 ms
[2022-04-13 07:38:09 main:574] : INFO : Epoch 1668 | loss: 0.0311538 | val_loss: 0.0311674 | Time: 1932.06 ms
[2022-04-13 07:38:11 main:574] : INFO : Epoch 1669 | loss: 0.0311547 | val_loss: 0.0311697 | Time: 2032.21 ms
[2022-04-13 07:38:13 main:574] : INFO : Epoch 1670 | loss: 0.0311558 | val_loss: 0.0311709 | Time: 1991.66 ms
[2022-04-13 07:38:15 main:574] : INFO : Epoch 1671 | loss: 0.0311559 | val_loss: 0.03117 | Time: 2040.64 ms
[2022-04-13 07:38:17 main:574] : INFO : Epoch 1672 | loss: 0.0311558 | val_loss: 0.0311709 | Time: 2004.18 ms
[2022-04-13 07:38:20 main:574] : INFO : Epoch 1673 | loss: 0.0311562 | val_loss: 0.0311696 | Time: 2032.6 ms
[2022-04-13 07:38:22 main:574] : INFO : Epoch 1674 | loss: 0.0311554 | val_loss: 0.0311729 | Time: 2027.4 ms
[2022-04-13 07:38:24 main:574] : INFO : Epoch 1675 | loss: 0.0311522 | val_loss: 0.0311699 | Time: 2005.06 ms
[2022-04-13 07:38:26 main:574] : INFO : Epoch 1676 | loss: 0.031152 | val_loss: 0.0311723 | Time: 1978.3 ms
[2022-04-13 07:38:28 main:574] : INFO : Epoch 1677 | loss: 0.0311518 | val_loss: 0.0311689 | Time: 2017.68 ms
[2022-04-13 07:38:30 main:574] : INFO : Epoch 1678 | loss: 0.0311539 | val_loss: 0.0311677 | Time: 1993.3 ms
[2022-04-13 07:38:32 main:574] : INFO : Epoch 1679 | loss: 0.0311521 | val_loss: 0.0311687 | Time: 2011.34 ms
[2022-04-13 07:38:34 main:574] : INFO : Epoch 1680 | loss: 0.031151 | val_loss: 0.0311735 | Time: 1992.66 ms
[2022-04-13 07:38:36 main:574] : INFO : Epoch 1681 | loss: 0.0311499 | val_loss: 0.0311718 | Time: 1980.93 ms
[2022-04-13 07:38:38 main:574] : INFO : Epoch 1682 | loss: 0.0311514 | val_loss: 0.0311717 | Time: 2028.29 ms
[2022-04-13 07:38:40 main:574] : INFO : Epoch 1683 | loss: 0.031155 | val_loss: 0.0311734 | Time: 2006.84 ms
[2022-04-13 07:38:42 main:574] : INFO : Epoch 1684 | loss: 0.0311558 | val_loss: 0.0311709 | Time: 2019.94 ms
[2022-04-13 07:38:44 main:574] : INFO : Epoch 1685 | loss: 0.0311548 | val_loss: 0.031169 | Time: 2020.33 ms
[2022-04-13 07:38:46 main:574] : INFO : Epoch 1686 | loss: 0.0311544 | val_loss: 0.0311691 | Time: 1982.05 ms
[2022-04-13 07:38:48 main:574] : INFO : Epoch 1687 | loss: 0.0311555 | val_loss: 0.0311734 | Time: 2000.86 ms
[2022-04-13 07:38:50 main:574] : INFO : Epoch 1688 | loss: 0.0311547 | val_loss: 0.0311701 | Time: 1990.83 ms
[2022-04-13 07:38:52 main:574] : INFO : Epoch 1689 | loss: 0.031154 | val_loss: 0.031172 | Time: 2036.86 ms
[2022-04-13 07:38:54 main:574] : INFO : Epoch 1690 | loss: 0.0311524 | val_loss: 0.0311708 | Time: 1966.82 ms
[2022-04-13 07:38:56 main:574] : INFO : Epoch 1691 | loss: 0.0311522 | val_loss: 0.0311702 | Time: 2031.68 ms
[2022-04-13 07:38:59 main:574] : INFO : Epoch 1692 | loss: 0.0311515 | val_loss: 0.031173 | Time: 2002.66 ms
[2022-04-13 07:39:01 main:574] : INFO : Epoch 1693 | loss: 0.031151 | val_loss: 0.0311706 | Time: 2016.7 ms
[2022-04-13 07:39:03 main:574] : INFO : Epoch 1694 | loss: 0.0311512 | val_loss: 0.0311723 | Time: 2017.84 ms
[2022-04-13 07:39:05 main:574] : INFO : Epoch 1695 | loss: 0.031154 | val_loss: 0.0311732 | Time: 2019.73 ms
[2022-04-13 07:39:07 main:574] : INFO : Epoch 1696 | loss: 0.0311516 | val_loss: 0.0311687 | Time: 2003.15 ms
[2022-04-13 07:39:09 main:574] : INFO : Epoch 1697 | loss: 0.0311497 | val_loss: 0.0311688 | Time: 2023.23 ms
[2022-04-13 07:39:11 main:574] : INFO : Epoch 1698 | loss: 0.0311513 | val_loss: 0.031173 | Time: 2003.31 ms
[2022-04-13 07:39:13 main:574] : INFO : Epoch 1699 | loss: 0.0311545 | val_loss: 0.0311717 | Time: 2018.5 ms
[2022-04-13 07:39:15 main:574] : INFO : Epoch 1700 | loss: 0.0311518 | val_loss: 0.0311683 | Time: 2045.55 ms
[2022-04-13 07:39:17 main:574] : INFO : Epoch 1701 | loss: 0.0311506 | val_loss: 0.0311701 | Time: 2013.92 ms
[2022-04-13 07:39:19 main:574] : INFO : Epoch 1702 | loss: 0.0311495 | val_loss: 0.0311672 | Time: 2004.13 ms
[2022-04-13 07:39:21 main:574] : INFO : Epoch 1703 | loss: 0.0311506 | val_loss: 0.0311683 | Time: 2001.41 ms
[2022-04-13 07:39:23 main:574] : INFO : Epoch 1704 | loss: 0.0311494 | val_loss: 0.0311722 | Time: 2004.79 ms
[2022-04-13 07:39:25 main:574] : INFO : Epoch 1705 | loss: 0.0311511 | val_loss: 0.0311701 | Time: 2040.65 ms
[2022-04-13 07:39:27 main:574] : INFO : Epoch 1706 | loss: 0.0311504 | val_loss: 0.0311747 | Time: 2008.86 ms
[2022-04-13 07:39:29 main:574] : INFO : Epoch 1707 | loss: 0.0311509 | val_loss: 0.0311723 | Time: 2022.47 ms
[2022-04-13 07:39:31 main:574] : INFO : Epoch 1708 | loss: 0.0311521 | val_loss: 0.0311713 | Time: 1990.22 ms
[2022-04-13 07:39:34 main:574] : INFO : Epoch 1709 | loss: 0.0311536 | val_loss: 0.0311739 | Time: 2016.15 ms
[2022-04-13 07:39:36 main:574] : INFO : Epoch 1710 | loss: 0.0311523 | val_loss: 0.0311715 | Time: 1987.32 ms
[2022-04-13 07:39:38 main:574] : INFO : Epoch 1711 | loss: 0.0311519 | val_loss: 0.031176 | Time: 1989.47 ms
[2022-04-13 07:39:40 main:574] : INFO : Epoch 1712 | loss: 0.0311544 | val_loss: 0.0311726 | Time: 2025.51 ms
[2022-04-13 07:39:42 main:574] : INFO : Epoch 1713 | loss: 0.0311537 | val_loss: 0.0311723 | Time: 1995.77 ms
[2022-04-13 07:39:44 main:574] : INFO : Epoch 1714 | loss: 0.0311522 | val_loss: 0.0311711 | Time: 1986.91 ms
[2022-04-13 07:39:46 main:574] : INFO : Epoch 1715 | loss: 0.0311523 | val_loss: 0.0311739 | Time: 2033.02 ms
[2022-04-13 07:39:48 main:574] : INFO : Epoch 1716 | loss: 0.0311557 | val_loss: 0.0311728 | Time: 2012.97 ms
[2022-04-13 07:39:50 main:574] : INFO : Epoch 1717 | loss: 0.0311568 | val_loss: 0.031175 | Time: 2040.05 ms
[2022-04-13 07:39:52 main:574] : INFO : Epoch 1718 | loss: 0.031155 | val_loss: 0.0311729 | Time: 1977.43 ms
[2022-04-13 07:39:54 main:574] : INFO : Epoch 1719 | loss: 0.0311514 | val_loss: 0.0311717 | Time: 2004.51 ms
[2022-04-13 07:39:56 main:574] : INFO : Epoch 1720 | loss: 0.0311542 | val_loss: 0.0311711 | Time: 1990.12 ms
[2022-04-13 07:39:58 main:574] : INFO : Epoch 1721 | loss: 0.0311545 | val_loss: 0.0311735 | Time: 2038.75 ms
[2022-04-13 07:40:00 main:574] : INFO : Epoch 1722 | loss: 0.0311569 | val_loss: 0.0311705 | Time: 1995.35 ms
[2022-04-13 07:40:02 main:574] : INFO : Epoch 1723 | loss: 0.0311522 | val_loss: 0.0311696 | Time: 2001.09 ms
[2022-04-13 07:40:04 main:574] : INFO : Epoch 1724 | loss: 0.0311512 | val_loss: 0.0311729 | Time: 2001.67 ms
[2022-04-13 07:40:06 main:574] : INFO : Epoch 1725 | loss: 0.0311517 | val_loss: 0.0311674 | Time: 2023.46 ms
[2022-04-13 07:40:08 main:574] : INFO : Epoch 1726 | loss: 0.031152 | val_loss: 0.0311762 | Time: 1986.13 ms
[2022-04-13 07:40:10 main:574] : INFO : Epoch 1727 | loss: 0.0311522 | val_loss: 0.0311728 | Time: 2016.62 ms
[2022-04-13 07:40:13 main:574] : INFO : Epoch 1728 | loss: 0.0311522 | val_loss: 0.0311726 | Time: 2043.05 ms
[2022-04-13 07:40:15 main:574] : INFO : Epoch 1729 | loss: 0.0311513 | val_loss: 0.0311689 | Time: 2021.09 ms
[2022-04-13 07:40:17 main:574] : INFO : Epoch 1730 | loss: 0.0311531 | val_loss: 0.0311686 | Time: 1997.61 ms
[2022-04-13 07:40:19 main:574] : INFO : Epoch 1731 | loss: 0.0311524 | val_loss: 0.0311714 | Time: 1997.9 ms
[2022-04-13 07:40:21 main:574] : INFO : Epoch 1732 | loss: 0.0311548 | val_loss: 0.0311663 | Time: 2023.3 ms
[2022-04-13 07:40:23 main:574] : INFO : Epoch 1733 | loss: 0.0311543 | val_loss: 0.0311674 | Time: 2009.24 ms
[2022-04-13 07:40:25 main:574] : INFO : Epoch 1734 | loss: 0.0311563 | val_loss: 0.0311692 | Time: 2007.3 ms
[2022-04-13 07:40:27 main:574] : INFO : Epoch 1735 | loss: 0.0311571 | val_loss: 0.0311661 | Time: 1995.37 ms
[2022-04-13 07:40:29 main:574] : INFO : Epoch 1736 | loss: 0.0311562 | val_loss: 0.0311641 | Time: 1986.32 ms
[2022-04-13 07:40:31 main:574] : INFO : Epoch 1737 | loss: 0.0311563 | val_loss: 0.0311657 | Time: 2026.61 ms
[2022-04-13 07:40:33 main:574] : INFO : Epoch 1738 | loss: 0.0311578 | val_loss: 0.0311658 | Time: 2055.89 ms
[2022-04-13 07:40:35 main:574] : INFO : Epoch 1739 | loss: 0.0311555 | val_loss: 0.0311637 | Time: 2011.61 ms
[2022-04-13 07:40:37 main:574] : INFO : Epoch 1740 | loss: 0.0311581 | val_loss: 0.0311683 | Time: 2042.59 ms
[2022-04-13 07:40:39 main:574] : INFO : Epoch 1741 | loss: 0.0311581 | val_loss: 0.0311646 | Time: 2057.59 ms
[2022-04-13 07:40:42 main:574] : INFO : Epoch 1742 | loss: 0.03116 | val_loss: 0.0311649 | Time: 2040.38 ms
[2022-04-13 07:40:44 main:574] : INFO : Epoch 1743 | loss: 0.0311599 | val_loss: 0.0311659 | Time: 2068.08 ms
[2022-04-13 07:40:46 main:574] : INFO : Epoch 1744 | loss: 0.0311594 | val_loss: 0.0311656 | Time: 2019.57 ms
[2022-04-13 07:40:48 main:574] : INFO : Epoch 1745 | loss: 0.0311584 | val_loss: 0.0311682 | Time: 2056.94 ms
[2022-04-13 07:40:50 main:574] : INFO : Epoch 1746 | loss: 0.0311563 | val_loss: 0.0311674 | Time: 2048.51 ms
[2022-04-13 07:40:52 main:574] : INFO : Epoch 1747 | loss: 0.0311559 | val_loss: 0.0311662 | Time: 2074.02 ms
[2022-04-13 07:40:54 main:574] : INFO : Epoch 1748 | loss: 0.0311574 | val_loss: 0.0311682 | Time: 2036.38 ms
[2022-04-13 07:40:56 main:574] : INFO : Epoch 1749 | loss: 0.0311573 | val_loss: 0.0311705 | Time: 2050.16 ms
[2022-04-13 07:40:58 main:574] : INFO : Epoch 1750 | loss: 0.0311549 | val_loss: 0.0311672 | Time: 2028.25 ms
[2022-04-13 07:41:01 main:574] : INFO : Epoch 1751 | loss: 0.0311539 | val_loss: 0.0311671 | Time: 2036.82 ms
[2022-04-13 07:41:03 main:574] : INFO : Epoch 1752 | loss: 0.0311554 | val_loss: 0.0311687 | Time: 2039.06 ms
[2022-04-13 07:41:05 main:574] : INFO : Epoch 1753 | loss: 0.0311552 | val_loss: 0.0311698 | Time: 2055.23 ms
[2022-04-13 07:41:07 main:574] : INFO : Epoch 1754 | loss: 0.0311535 | val_loss: 0.0311682 | Time: 2047.83 ms
[2022-04-13 07:41:09 main:574] : INFO : Epoch 1755 | loss: 0.0311522 | val_loss: 0.0311679 | Time: 2039.42 ms
[2022-04-13 07:41:11 main:574] : INFO : Epoch 1756 | loss: 0.0311518 | val_loss: 0.03117 | Time: 2031.96 ms
[2022-04-13 07:41:13 main:574] : INFO : Epoch 1757 | loss: 0.0311522 | val_loss: 0.0311677 | Time: 2017 ms
[2022-04-13 07:41:15 main:574] : INFO : Epoch 1758 | loss: 0.0311519 | val_loss: 0.0311703 | Time: 2019.04 ms
[2022-04-13 07:41:17 main:574] : INFO : Epoch 1759 | loss: 0.0311524 | val_loss: 0.0311686 | Time: 2050.73 ms
[2022-04-13 07:41:20 main:574] : INFO : Epoch 1760 | loss: 0.0311518 | val_loss: 0.0311694 | Time: 2022.63 ms
[2022-04-13 07:41:22 main:574] : INFO : Epoch 1761 | loss: 0.0311522 | val_loss: 0.0311687 | Time: 2002.33 ms
[2022-04-13 07:41:24 main:574] : INFO : Epoch 1762 | loss: 0.0311523 | val_loss: 0.0311723 | Time: 2026.75 ms
[2022-04-13 07:41:26 main:574] : INFO : Epoch 1763 | loss: 0.0311608 | val_loss: 0.0311741 | Time: 2026.61 ms
[2022-04-13 07:41:28 main:574] : INFO : Epoch 1764 | loss: 0.0311661 | val_loss: 0.0311723 | Time: 2031.9 ms
[2022-04-13 07:41:30 main:574] : INFO : Epoch 1765 | loss: 0.0311653 | val_loss: 0.0311728 | Time: 2009.08 ms
[2022-04-13 07:41:32 main:574] : INFO : Epoch 1766 | loss: 0.0311647 | val_loss: 0.0311726 | Time: 2033.88 ms
[2022-04-13 07:41:34 main:574] : INFO : Epoch 1767 | loss: 0.0311629 | val_loss: 0.0311685 | Time: 2043.38 ms
[2022-04-13 07:41:36 main:574] : INFO : Epoch 1768 | loss: 0.0311628 | val_loss: 0.0311692 | Time: 2040.8 ms
[2022-04-13 07:41:38 main:574] : INFO : Epoch 1769 | loss: 0.0311606 | val_loss: 0.0311698 | Time: 2055.35 ms
[2022-04-13 07:41:41 main:574] : INFO : Epoch 1770 | loss: 0.0311617 | val_loss: 0.0311712 | Time: 2025.91 ms
[2022-04-13 07:41:43 main:574] : INFO : Epoch 1771 | loss: 0.0311644 | val_loss: 0.0311724 | Time: 2049.72 ms
[2022-04-13 07:41:45 main:574] : INFO : Epoch 1772 | loss: 0.0311685 | val_loss: 0.0311726 | Time: 2034.03 ms
[2022-04-13 07:41:47 main:574] : INFO : Epoch 1773 | loss: 0.0311663 | val_loss: 0.0311737 | Time: 2067.9 ms
[2022-04-13 07:41:49 main:574] : INFO : Epoch 1774 | loss: 0.0311636 | val_loss: 0.0311722 | Time: 2034.87 ms
[2022-04-13 07:41:51 main:574] : INFO : Epoch 1775 | loss: 0.0311612 | val_loss: 0.0311751 | Time: 2015.5 ms
[2022-04-13 07:41:53 main:574] : INFO : Epoch 1776 | loss: 0.0311603 | val_loss: 0.0311692 | Time: 2029.89 ms
[2022-04-13 07:41:55 main:574] : INFO : Epoch 1777 | loss: 0.0311637 | val_loss: 0.0311741 | Time: 2013.11 ms
[2022-04-13 07:41:57 main:574] : INFO : Epoch 1778 | loss: 0.0311659 | val_loss: 0.0311725 | Time: 2047.53 ms
[2022-04-13 07:41:59 main:574] : INFO : Epoch 1779 | loss: 0.0311654 | val_loss: 0.0311712 | Time: 2026.81 ms
[2022-04-13 07:42:02 main:574] : INFO : Epoch 1780 | loss: 0.0311635 | val_loss: 0.031169 | Time: 2055.6 ms
[2022-04-13 07:42:04 main:574] : INFO : Epoch 1781 | loss: 0.0311623 | val_loss: 0.0311686 | Time: 1949.79 ms
[2022-04-13 07:42:06 main:574] : INFO : Epoch 1782 | loss: 0.0311634 | val_loss: 0.0311717 | Time: 2003.8 ms
[2022-04-13 07:42:08 main:574] : INFO : Epoch 1783 | loss: 0.0311637 | val_loss: 0.0311735 | Time: 2011.92 ms
[2022-04-13 07:42:10 main:574] : INFO : Epoch 1784 | loss: 0.0311637 | val_loss: 0.0311711 | Time: 2019.13 ms
[2022-04-13 07:42:12 main:574] : INFO : Epoch 1785 | loss: 0.0311621 | val_loss: 0.0311697 | Time: 1988.94 ms
[2022-04-13 07:42:14 main:574] : INFO : Epoch 1786 | loss: 0.0311608 | val_loss: 0.0311693 | Time: 2011.29 ms
[2022-04-13 07:42:16 main:574] : INFO : Epoch 1787 | loss: 0.0311631 | val_loss: 0.0311695 | Time: 2017.95 ms
[2022-04-13 07:42:18 main:574] : INFO : Epoch 1788 | loss: 0.0311666 | val_loss: 0.0311716 | Time: 2025.29 ms
[2022-04-13 07:42:20 main:574] : INFO : Epoch 1789 | loss: 0.0311655 | val_loss: 0.0311712 | Time: 2020.1 ms
[2022-04-13 07:42:22 main:574] : INFO : Epoch 1790 | loss: 0.0311642 | val_loss: 0.0311706 | Time: 1994.53 ms
[2022-04-13 07:42:24 main:574] : INFO : Epoch 1791 | loss: 0.0311625 | val_loss: 0.0311673 | Time: 2016.55 ms
[2022-04-13 07:42:26 main:574] : INFO : Epoch 1792 | loss: 0.0311613 | val_loss: 0.0311667 | Time: 1981.84 ms
[2022-04-13 07:42:28 main:574] : INFO : Epoch 1793 | loss: 0.0311604 | val_loss: 0.0311693 | Time: 2042.6 ms
[2022-04-13 07:42:30 main:574] : INFO : Epoch 1794 | loss: 0.0311599 | val_loss: 0.0311703 | Time: 2025.38 ms
[2022-04-13 07:42:32 main:574] : INFO : Epoch 1795 | loss: 0.0311608 | val_loss: 0.0311677 | Time: 1997.55 ms
[2022-04-13 07:42:34 main:574] : INFO : Epoch 1796 | loss: 0.03116 | val_loss: 0.0311679 | Time: 1998.23 ms
[2022-04-13 07:42:36 main:574] : INFO : Epoch 1797 | loss: 0.0311602 | val_loss: 0.0311662 | Time: 2021.39 ms
[2022-04-13 07:42:39 main:574] : INFO : Epoch 1798 | loss: 0.03116 | val_loss: 0.031167 | Time: 1998.91 ms
[2022-04-13 07:42:41 main:574] : INFO : Epoch 1799 | loss: 0.0311595 | val_loss: 0.0311697 | Time: 1991.22 ms
[2022-04-13 07:42:43 main:574] : INFO : Epoch 1800 | loss: 0.0311602 | val_loss: 0.0311666 | Time: 1975.46 ms
[2022-04-13 07:42:45 main:574] : INFO : Epoch 1801 | loss: 0.0311609 | val_loss: 0.0311699 | Time: 1991.47 ms
[2022-04-13 07:42:47 main:574] : INFO : Epoch 1802 | loss: 0.031161 | val_loss: 0.0311722 | Time: 2002.39 ms
[2022-04-13 07:42:49 main:574] : INFO : Epoch 1803 | loss: 0.0311614 | val_loss: 0.0311701 | Time: 2026.55 ms
[2022-04-13 07:42:51 main:574] : INFO : Epoch 1804 | loss: 0.0311581 | val_loss: 0.0311694 | Time: 2011.56 ms
[2022-04-13 07:42:53 main:574] : INFO : Epoch 1805 | loss: 0.0311582 | val_loss: 0.0311713 | Time: 2004.14 ms
[2022-04-13 07:42:55 main:574] : INFO : Epoch 1806 | loss: 0.0311585 | val_loss: 0.0311707 | Time: 2014.05 ms
[2022-04-13 07:42:57 main:574] : INFO : Epoch 1807 | loss: 0.0311575 | val_loss: 0.0311706 | Time: 1968.34 ms
[2022-04-13 07:42:59 main:574] : INFO : Epoch 1808 | loss: 0.0311593 | val_loss: 0.0311692 | Time: 1982.65 ms
[2022-04-13 07:43:01 main:574] : INFO : Epoch 1809 | loss: 0.0311585 | val_loss: 0.031169 | Time: 2002.42 ms
[2022-04-13 07:43:03 main:574] : INFO : Epoch 1810 | loss: 0.0311593 | val_loss: 0.0311701 | Time: 1995.89 ms
[2022-04-13 07:43:05 main:574] : INFO : Epoch 1811 | loss: 0.0311581 | val_loss: 0.0311675 | Time: 2043.09 ms
[2022-04-13 07:43:07 main:574] : INFO : Epoch 1812 | loss: 0.0311581 | val_loss: 0.0311689 | Time: 2001.58 ms
[2022-04-13 07:43:09 main:574] : INFO : Epoch 1813 | loss: 0.0311592 | val_loss: 0.0311706 | Time: 1985.64 ms
[2022-04-13 07:43:11 main:574] : INFO : Epoch 1814 | loss: 0.0311598 | val_loss: 0.03117 | Time: 2014.57 ms
[2022-04-13 07:43:13 main:574] : INFO : Epoch 1815 | loss: 0.0311567 | val_loss: 0.0311726 | Time: 2012.69 ms
[2022-04-13 07:43:15 main:574] : INFO : Epoch 1816 | loss: 0.0311579 | val_loss: 0.0311704 | Time: 1993.28 ms
[2022-04-13 07:43:17 main:574] : INFO : Epoch 1817 | loss: 0.0311578 | val_loss: 0.0311711 | Time: 2030.73 ms
[2022-04-13 07:43:20 main:574] : INFO : Epoch 1818 | loss: 0.0311573 | val_loss: 0.0311685 | Time: 2046.97 ms
[2022-04-13 07:43:22 main:574] : INFO : Epoch 1819 | loss: 0.0311571 | val_loss: 0.0311685 | Time: 2004.18 ms
[2022-04-13 07:43:24 main:574] : INFO : Epoch 1820 | loss: 0.0311576 | val_loss: 0.0311709 | Time: 2033.87 ms
[2022-04-13 07:43:26 main:574] : INFO : Epoch 1821 | loss: 0.0311571 | val_loss: 0.0311698 | Time: 2014.35 ms
[2022-04-13 07:43:28 main:574] : INFO : Epoch 1822 | loss: 0.0311628 | val_loss: 0.0311745 | Time: 1973.91 ms
[2022-04-13 07:43:30 main:574] : INFO : Epoch 1823 | loss: 0.0311663 | val_loss: 0.0311729 | Time: 2011.63 ms
[2022-04-13 07:43:32 main:574] : INFO : Epoch 1824 | loss: 0.0311645 | val_loss: 0.0311737 | Time: 2042.74 ms
[2022-04-13 07:43:34 main:574] : INFO : Epoch 1825 | loss: 0.0311663 | val_loss: 0.0311742 | Time: 2040.11 ms
[2022-04-13 07:43:36 main:574] : INFO : Epoch 1826 | loss: 0.0311652 | val_loss: 0.0311729 | Time: 2017.61 ms
[2022-04-13 07:43:38 main:574] : INFO : Epoch 1827 | loss: 0.031164 | val_loss: 0.0311736 | Time: 2005.89 ms
[2022-04-13 07:43:40 main:574] : INFO : Epoch 1828 | loss: 0.0311625 | val_loss: 0.0311721 | Time: 2010.66 ms
[2022-04-13 07:43:42 main:574] : INFO : Epoch 1829 | loss: 0.0311618 | val_loss: 0.031177 | Time: 2039.11 ms
[2022-04-13 07:43:44 main:574] : INFO : Epoch 1830 | loss: 0.0311624 | val_loss: 0.031171 | Time: 2046.61 ms
[2022-04-13 07:43:46 main:574] : INFO : Epoch 1831 | loss: 0.0311613 | val_loss: 0.0311706 | Time: 2014.26 ms
[2022-04-13 07:43:49 main:574] : INFO : Epoch 1832 | loss: 0.0311601 | val_loss: 0.0311744 | Time: 2045.28 ms
[2022-04-13 07:43:51 main:574] : INFO : Epoch 1833 | loss: 0.0311616 | val_loss: 0.0311703 | Time: 2007.02 ms
[2022-04-13 07:43:53 main:574] : INFO : Epoch 1834 | loss: 0.0311621 | val_loss: 0.0311739 | Time: 2031.08 ms
[2022-04-13 07:43:55 main:574] : INFO : Epoch 1835 | loss: 0.0311665 | val_loss: 0.031171 | Time: 2048.6 ms
[2022-04-13 07:43:57 main:574] : INFO : Epoch 1836 | loss: 0.031165 | val_loss: 0.0311703 | Time: 2043.26 ms
[2022-04-13 07:43:59 main:574] : INFO : Epoch 1837 | loss: 0.0311641 | val_loss: 0.0311723 | Time: 2026.37 ms
[2022-04-13 07:44:01 main:574] : INFO : Epoch 1838 | loss: 0.0311644 | val_loss: 0.0311756 | Time: 2019.75 ms
[2022-04-13 07:44:03 main:574] : INFO : Epoch 1839 | loss: 0.0311632 | val_loss: 0.0311745 | Time: 2047.81 ms
[2022-04-13 07:44:05 main:574] : INFO : Epoch 1840 | loss: 0.0311643 | val_loss: 0.0311774 | Time: 2035.8 ms
[2022-04-13 07:44:07 main:574] : INFO : Epoch 1841 | loss: 0.0311644 | val_loss: 0.0311789 | Time: 2050.4 ms
[2022-04-13 07:44:09 main:574] : INFO : Epoch 1842 | loss: 0.0311614 | val_loss: 0.0311707 | Time: 2025.51 ms
[2022-04-13 07:44:12 main:574] : INFO : Epoch 1843 | loss: 0.0311592 | val_loss: 0.0311732 | Time: 2058.05 ms
[2022-04-13 07:44:14 main:574] : INFO : Epoch 1844 | loss: 0.0311599 | val_loss: 0.031171 | Time: 2043.29 ms
[2022-04-13 07:44:16 main:574] : INFO : Epoch 1845 | loss: 0.0311633 | val_loss: 0.031172 | Time: 2043.83 ms
[2022-04-13 07:44:18 main:574] : INFO : Epoch 1846 | loss: 0.0311623 | val_loss: 0.0311744 | Time: 2060.28 ms
[2022-04-13 07:44:20 main:574] : INFO : Epoch 1847 | loss: 0.0311631 | val_loss: 0.0311769 | Time: 2088.87 ms
[2022-04-13 07:44:22 main:574] : INFO : Epoch 1848 | loss: 0.0311634 | val_loss: 0.0311756 | Time: 2049.51 ms
[2022-04-13 07:44:24 main:574] : INFO : Epoch 1849 | loss: 0.0311623 | val_loss: 0.0311773 | Time: 2062.85 ms
[2022-04-13 07:44:26 main:574] : INFO : Epoch 1850 | loss: 0.0311617 | val_loss: 0.0311738 | Time: 2031.97 ms
[2022-04-13 07:44:28 main:574] : INFO : Epoch 1851 | loss: 0.0311606 | val_loss: 0.0311734 | Time: 2024.54 ms
[2022-04-13 07:44:30 main:574] : INFO : Epoch 1852 | loss: 0.0311606 | val_loss: 0.0311751 | Time: 2018.6 ms
[2022-04-13 07:44:33 main:574] : INFO : Epoch 1853 | loss: 0.0311627 | val_loss: 0.0311748 | Time: 2063.75 ms
[2022-04-13 07:44:35 main:574] : INFO : Epoch 1854 | loss: 0.031161 | val_loss: 0.031174 | Time: 2048.9 ms
[2022-04-13 07:44:37 main:574] : INFO : Epoch 1855 | loss: 0.0311606 | val_loss: 0.0311739 | Time: 2016.41 ms
[2022-04-13 07:44:39 main:574] : INFO : Epoch 1856 | loss: 0.031161 | val_loss: 0.0311718 | Time: 2029.55 ms
[2022-04-13 07:44:41 main:574] : INFO : Epoch 1857 | loss: 0.0311594 | val_loss: 0.0311747 | Time: 2008.89 ms
[2022-04-13 07:44:43 main:574] : INFO : Epoch 1858 | loss: 0.0311588 | val_loss: 0.0311733 | Time: 2029.5 ms
[2022-04-13 07:44:45 main:574] : INFO : Epoch 1859 | loss: 0.0311583 | val_loss: 0.031172 | Time: 2029.02 ms
[2022-04-13 07:44:47 main:574] : INFO : Epoch 1860 | loss: 0.0311656 | val_loss: 0.0311805 | Time: 2047.56 ms
[2022-04-13 07:44:49 main:574] : INFO : Epoch 1861 | loss: 0.0311689 | val_loss: 0.0311797 | Time: 2009.62 ms
[2022-04-13 07:44:51 main:574] : INFO : Epoch 1862 | loss: 0.0311683 | val_loss: 0.0311801 | Time: 2003.5 ms
[2022-04-13 07:44:53 main:574] : INFO : Epoch 1863 | loss: 0.031168 | val_loss: 0.0311783 | Time: 2004.86 ms
[2022-04-13 07:44:55 main:574] : INFO : Epoch 1864 | loss: 0.0311666 | val_loss: 0.0311799 | Time: 2020.36 ms
[2022-04-13 07:44:57 main:574] : INFO : Epoch 1865 | loss: 0.0311657 | val_loss: 0.0311789 | Time: 2037.08 ms
[2022-04-13 07:44:59 main:574] : INFO : Epoch 1866 | loss: 0.0311641 | val_loss: 0.0311792 | Time: 1996.65 ms
[2022-04-13 07:45:01 main:574] : INFO : Epoch 1867 | loss: 0.0311636 | val_loss: 0.0311794 | Time: 2003.38 ms
[2022-04-13 07:45:03 main:574] : INFO : Epoch 1868 | loss: 0.031163 | val_loss: 0.0311791 | Time: 2001.21 ms
[2022-04-13 07:45:06 main:574] : INFO : Epoch 1869 | loss: 0.0311631 | val_loss: 0.0311789 | Time: 2011.3 ms
[2022-04-13 07:45:08 main:574] : INFO : Epoch 1870 | loss: 0.0311626 | val_loss: 0.0311794 | Time: 1986.74 ms
[2022-04-13 07:45:10 main:574] : INFO : Epoch 1871 | loss: 0.0311614 | val_loss: 0.031182 | Time: 2022.18 ms
[2022-04-13 07:45:12 main:574] : INFO : Epoch 1872 | loss: 0.0311623 | val_loss: 0.0311787 | Time: 2056.57 ms
[2022-04-13 07:45:14 main:574] : INFO : Epoch 1873 | loss: 0.031161 | val_loss: 0.0311806 | Time: 1990.26 ms
[2022-04-13 07:45:16 main:574] : INFO : Epoch 1874 | loss: 0.0311607 | val_loss: 0.031178 | Time: 2042.29 ms
[2022-04-13 07:45:18 main:574] : INFO : Epoch 1875 | loss: 0.0311611 | val_loss: 0.0311797 | Time: 2047.85 ms
[2022-04-13 07:45:20 main:574] : INFO : Epoch 1876 | loss: 0.0311621 | val_loss: 0.0311761 | Time: 2026.8 ms
[2022-04-13 07:45:22 main:574] : INFO : Epoch 1877 | loss: 0.0311613 | val_loss: 0.0311781 | Time: 2007.24 ms
[2022-04-13 07:45:24 main:574] : INFO : Epoch 1878 | loss: 0.0311619 | val_loss: 0.03118 | Time: 2021.75 ms
[2022-04-13 07:45:26 main:574] : INFO : Epoch 1879 | loss: 0.0311619 | val_loss: 0.0311792 | Time: 2007.85 ms
[2022-04-13 07:45:28 main:574] : INFO : Epoch 1880 | loss: 0.0311614 | val_loss: 0.0311775 | Time: 1988.37 ms
[2022-04-13 07:45:30 main:574] : INFO : Epoch 1881 | loss: 0.0311628 | val_loss: 0.0311763 | Time: 2031.61 ms
[2022-04-13 07:45:32 main:574] : INFO : Epoch 1882 | loss: 0.0311664 | val_loss: 0.0311795 | Time: 2049.45 ms
[2022-04-13 07:45:34 main:574] : INFO : Epoch 1883 | loss: 0.0311688 | val_loss: 0.0311796 | Time: 1996.01 ms
[2022-04-13 07:45:37 main:574] : INFO : Epoch 1884 | loss: 0.031166 | val_loss: 0.0311768 | Time: 2003.71 ms
[2022-04-13 07:45:39 main:574] : INFO : Epoch 1885 | loss: 0.0311644 | val_loss: 0.031176 | Time: 1988.23 ms
[2022-04-13 07:45:41 main:574] : INFO : Epoch 1886 | loss: 0.0311659 | val_loss: 0.0311742 | Time: 2016.54 ms
[2022-04-13 07:45:43 main:574] : INFO : Epoch 1887 | loss: 0.0311633 | val_loss: 0.0311762 | Time: 1986.99 ms
[2022-04-13 07:45:45 main:574] : INFO : Epoch 1888 | loss: 0.0311633 | val_loss: 0.0311781 | Time: 1998.43 ms
[2022-04-13 07:45:47 main:574] : INFO : Epoch 1889 | loss: 0.0311639 | val_loss: 0.0311774 | Time: 2036.02 ms
[2022-04-13 07:45:49 main:574] : INFO : Epoch 1890 | loss: 0.0311635 | val_loss: 0.0311822 | Time: 1986.43 ms
[2022-04-13 07:45:51 main:574] : INFO : Epoch 1891 | loss: 0.0311653 | val_loss: 0.0311782 | Time: 1999.2 ms
[2022-04-13 07:45:53 main:574] : INFO : Epoch 1892 | loss: 0.0311616 | val_loss: 0.0311771 | Time: 2020.2 ms
[2022-04-13 07:45:55 main:574] : INFO : Epoch 1893 | loss: 0.0311608 | val_loss: 0.0311749 | Time: 2001.88 ms
[2022-04-13 07:45:57 main:574] : INFO : Epoch 1894 | loss: 0.0311607 | val_loss: 0.031179 | Time: 2017.03 ms
[2022-04-13 07:45:59 main:574] : INFO : Epoch 1895 | loss: 0.0311602 | val_loss: 0.0311772 | Time: 1986.47 ms
[2022-04-13 07:46:01 main:574] : INFO : Epoch 1896 | loss: 0.0311633 | val_loss: 0.0311757 | Time: 2008.24 ms
[2022-04-13 07:46:03 main:574] : INFO : Epoch 1897 | loss: 0.0311623 | val_loss: 0.0311847 | Time: 1998.82 ms
[2022-04-13 07:46:05 main:574] : INFO : Epoch 1898 | loss: 0.0311641 | val_loss: 0.0311786 | Time: 2022.71 ms
[2022-04-13 07:46:07 main:574] : INFO : Epoch 1899 | loss: 0.0311603 | val_loss: 0.0311786 | Time: 1982.99 ms
[2022-04-13 07:46:09 main:574] : INFO : Epoch 1900 | loss: 0.031159 | val_loss: 0.0311796 | Time: 1983.95 ms
[2022-04-13 07:46:11 main:574] : INFO : Epoch 1901 | loss: 0.0311599 | val_loss: 0.0311754 | Time: 2021.87 ms
[2022-04-13 07:46:14 main:574] : INFO : Epoch 1902 | loss: 0.0311577 | val_loss: 0.031175 | Time: 2056.76 ms
[2022-04-13 07:46:16 main:574] : INFO : Epoch 1903 | loss: 0.0311572 | val_loss: 0.0311748 | Time: 2016.08 ms
[2022-04-13 07:46:18 main:574] : INFO : Epoch 1904 | loss: 0.0311571 | val_loss: 0.031173 | Time: 2007.48 ms
[2022-04-13 07:46:20 main:574] : INFO : Epoch 1905 | loss: 0.0311582 | val_loss: 0.0311789 | Time: 1996 ms
[2022-04-13 07:46:22 main:574] : INFO : Epoch 1906 | loss: 0.0311572 | val_loss: 0.0311757 | Time: 2014.89 ms
[2022-04-13 07:46:24 main:574] : INFO : Epoch 1907 | loss: 0.0311571 | val_loss: 0.0311813 | Time: 2028.05 ms
[2022-04-13 07:46:26 main:574] : INFO : Epoch 1908 | loss: 0.0311567 | val_loss: 0.0311779 | Time: 2012.36 ms
[2022-04-13 07:46:28 main:574] : INFO : Epoch 1909 | loss: 0.031156 | val_loss: 0.0311757 | Time: 2008.25 ms
[2022-04-13 07:46:30 main:574] : INFO : Epoch 1910 | loss: 0.0311559 | val_loss: 0.0311813 | Time: 2022.24 ms
[2022-04-13 07:46:32 main:574] : INFO : Epoch 1911 | loss: 0.0311567 | val_loss: 0.0311767 | Time: 2016.17 ms
[2022-04-13 07:46:34 main:574] : INFO : Epoch 1912 | loss: 0.0311567 | val_loss: 0.0311747 | Time: 2013.02 ms
[2022-04-13 07:46:36 main:574] : INFO : Epoch 1913 | loss: 0.0311566 | val_loss: 0.0311759 | Time: 2025.37 ms
[2022-04-13 07:46:38 main:574] : INFO : Epoch 1914 | loss: 0.0311569 | val_loss: 0.0311742 | Time: 1996.55 ms
[2022-04-13 07:46:40 main:574] : INFO : Epoch 1915 | loss: 0.0311566 | val_loss: 0.031175 | Time: 2030.63 ms
[2022-04-13 07:46:42 main:574] : INFO : Epoch 1916 | loss: 0.0311557 | val_loss: 0.0311795 | Time: 1996.34 ms
[2022-04-13 07:46:44 main:574] : INFO : Epoch 1917 | loss: 0.0311603 | val_loss: 0.03118 | Time: 1995.87 ms
[2022-04-13 07:46:46 main:574] : INFO : Epoch 1918 | loss: 0.0311571 | val_loss: 0.0311755 | Time: 2010.34 ms
[2022-04-13 07:46:49 main:574] : INFO : Epoch 1919 | loss: 0.0311558 | val_loss: 0.0311794 | Time: 2019.48 ms
[2022-04-13 07:46:51 main:574] : INFO : Epoch 1920 | loss: 0.0311559 | val_loss: 0.0311763 | Time: 2002.77 ms
[2022-04-13 07:46:53 main:574] : INFO : Epoch 1921 | loss: 0.0311555 | val_loss: 0.0311769 | Time: 2001.7 ms
[2022-04-13 07:46:55 main:574] : INFO : Epoch 1922 | loss: 0.0311561 | val_loss: 0.0311786 | Time: 2029.4 ms
[2022-04-13 07:46:57 main:574] : INFO : Epoch 1923 | loss: 0.0311575 | val_loss: 0.0311784 | Time: 2010.2 ms
[2022-04-13 07:46:59 main:574] : INFO : Epoch 1924 | loss: 0.0311571 | val_loss: 0.0311775 | Time: 2024.87 ms
[2022-04-13 07:47:01 main:574] : INFO : Epoch 1925 | loss: 0.0311584 | val_loss: 0.0311753 | Time: 1989.1 ms
[2022-04-13 07:47:03 main:574] : INFO : Epoch 1926 | loss: 0.0311587 | val_loss: 0.0311817 | Time: 1994.55 ms
[2022-04-13 07:47:05 main:574] : INFO : Epoch 1927 | loss: 0.0311582 | val_loss: 0.0311779 | Time: 2037.56 ms
[2022-04-13 07:47:07 main:574] : INFO : Epoch 1928 | loss: 0.0311567 | val_loss: 0.0311807 | Time: 2020.01 ms
[2022-04-13 07:47:09 main:574] : INFO : Epoch 1929 | loss: 0.0311598 | val_loss: 0.0311773 | Time: 1999.72 ms
[2022-04-13 07:47:11 main:574] : INFO : Epoch 1930 | loss: 0.0311563 | val_loss: 0.031176 | Time: 2014.24 ms
[2022-04-13 07:47:13 main:574] : INFO : Epoch 1931 | loss: 0.0311579 | val_loss: 0.031181 | Time: 2000.36 ms
[2022-04-13 07:47:15 main:574] : INFO : Epoch 1932 | loss: 0.0311618 | val_loss: 0.031176 | Time: 2039.48 ms
[2022-04-13 07:47:17 main:574] : INFO : Epoch 1933 | loss: 0.0311622 | val_loss: 0.031183 | Time: 2017.22 ms
[2022-04-13 07:47:19 main:574] : INFO : Epoch 1934 | loss: 0.0311597 | val_loss: 0.0311765 | Time: 2042.53 ms
[2022-04-13 07:47:22 main:574] : INFO : Epoch 1935 | loss: 0.0311571 | val_loss: 0.0311776 | Time: 2030.3 ms
[2022-04-13 07:47:24 main:574] : INFO : Epoch 1936 | loss: 0.031157 | val_loss: 0.0311761 | Time: 1984.03 ms
[2022-04-13 07:47:26 main:574] : INFO : Epoch 1937 | loss: 0.0311556 | val_loss: 0.0311776 | Time: 2032.44 ms
[2022-04-13 07:47:28 main:574] : INFO : Epoch 1938 | loss: 0.0311575 | val_loss: 0.0311779 | Time: 2019.94 ms
[2022-04-13 07:47:30 main:574] : INFO : Epoch 1939 | loss: 0.0311583 | val_loss: 0.0311796 | Time: 1963.46 ms
[2022-04-13 07:47:32 main:574] : INFO : Epoch 1940 | loss: 0.031159 | val_loss: 0.0311795 | Time: 2009.51 ms
[2022-04-13 07:47:34 main:574] : INFO : Epoch 1941 | loss: 0.0311574 | val_loss: 0.031181 | Time: 2009.49 ms
[2022-04-13 07:47:36 main:574] : INFO : Epoch 1942 | loss: 0.0311547 | val_loss: 0.031177 | Time: 2021.38 ms
[2022-04-13 07:47:38 main:574] : INFO : Epoch 1943 | loss: 0.0311567 | val_loss: 0.0311776 | Time: 2018.26 ms
[2022-04-13 07:47:40 main:574] : INFO : Epoch 1944 | loss: 0.0311561 | val_loss: 0.0311806 | Time: 2021.92 ms
[2022-04-13 07:47:42 main:574] : INFO : Epoch 1945 | loss: 0.0311564 | val_loss: 0.0311777 | Time: 2011.63 ms
[2022-04-13 07:47:44 main:574] : INFO : Epoch 1946 | loss: 0.0311558 | val_loss: 0.0311751 | Time: 2008 ms
[2022-04-13 07:47:46 main:574] : INFO : Epoch 1947 | loss: 0.031155 | val_loss: 0.0311774 | Time: 1995.77 ms
[2022-04-13 07:47:49 main:574] : INFO : Epoch 1948 | loss: 0.0311545 | val_loss: 0.0311787 | Time: 2047.97 ms
[2022-04-13 07:47:51 main:574] : INFO : Epoch 1949 | loss: 0.0311539 | val_loss: 0.0311777 | Time: 2003.14 ms
[2022-04-13 07:47:53 main:574] : INFO : Epoch 1950 | loss: 0.0311535 | val_loss: 0.0311781 | Time: 2010.2 ms
[2022-04-13 07:47:55 main:574] : INFO : Epoch 1951 | loss: 0.0311531 | val_loss: 0.0311776 | Time: 1982.11 ms
[2022-04-13 07:47:57 main:574] : INFO : Epoch 1952 | loss: 0.0311528 | val_loss: 0.0311764 | Time: 2021.21 ms
[2022-04-13 07:47:59 main:574] : INFO : Epoch 1953 | loss: 0.0311536 | val_loss: 0.0311774 | Time: 1984.45 ms
[2022-04-13 07:48:01 main:574] : INFO : Epoch 1954 | loss: 0.0311527 | val_loss: 0.0311738 | Time: 2009.91 ms
[2022-04-13 07:48:03 main:574] : INFO : Epoch 1955 | loss: 0.031153 | val_loss: 0.0311773 | Time: 2002.79 ms
[2022-04-13 07:48:05 main:574] : INFO : Epoch 1956 | loss: 0.0311541 | val_loss: 0.0311753 | Time: 2044.52 ms
[2022-04-13 07:48:07 main:574] : INFO : Epoch 1957 | loss: 0.0311533 | val_loss: 0.0311772 | Time: 1949.3 ms
[2022-04-13 07:48:09 main:574] : INFO : Epoch 1958 | loss: 0.0311549 | val_loss: 0.0311748 | Time: 2017.46 ms
[2022-04-13 07:48:11 main:574] : INFO : Epoch 1959 | loss: 0.0311555 | val_loss: 0.0311779 | Time: 2033.38 ms
[2022-04-13 07:48:13 main:574] : INFO : Epoch 1960 | loss: 0.0311568 | val_loss: 0.0311768 | Time: 1971.08 ms
[2022-04-13 07:48:15 main:574] : INFO : Epoch 1961 | loss: 0.0311528 | val_loss: 0.0311766 | Time: 2011.99 ms
[2022-04-13 07:48:17 main:574] : INFO : Epoch 1962 | loss: 0.031153 | val_loss: 0.0311824 | Time: 2025.27 ms
[2022-04-13 07:48:19 main:574] : INFO : Epoch 1963 | loss: 0.0311529 | val_loss: 0.0311741 | Time: 2029.91 ms
[2022-04-13 07:48:21 main:574] : INFO : Epoch 1964 | loss: 0.031152 | val_loss: 0.0311773 | Time: 1989.43 ms
[2022-04-13 07:48:23 main:574] : INFO : Epoch 1965 | loss: 0.0311533 | val_loss: 0.0311757 | Time: 2023.19 ms
[2022-04-13 07:48:26 main:574] : INFO : Epoch 1966 | loss: 0.0311523 | val_loss: 0.0311752 | Time: 2034.8 ms
[2022-04-13 07:48:28 main:574] : INFO : Epoch 1967 | loss: 0.0311522 | val_loss: 0.0311806 | Time: 2017.84 ms
[2022-04-13 07:48:30 main:574] : INFO : Epoch 1968 | loss: 0.0311523 | val_loss: 0.0311743 | Time: 2042.46 ms
[2022-04-13 07:48:32 main:574] : INFO : Epoch 1969 | loss: 0.0311517 | val_loss: 0.0311753 | Time: 1994.01 ms
[2022-04-13 07:48:34 main:574] : INFO : Epoch 1970 | loss: 0.0311514 | val_loss: 0.0311769 | Time: 2019.33 ms
[2022-04-13 07:48:36 main:574] : INFO : Epoch 1971 | loss: 0.0311527 | val_loss: 0.0311798 | Time: 2003.39 ms
[2022-04-13 07:48:38 main:574] : INFO : Epoch 1972 | loss: 0.0311529 | val_loss: 0.0311768 | Time: 2021.86 ms
[2022-04-13 07:48:40 main:574] : INFO : Epoch 1973 | loss: 0.0311521 | val_loss: 0.0311764 | Time: 1993.61 ms
[2022-04-13 07:48:42 main:574] : INFO : Epoch 1974 | loss: 0.0311518 | val_loss: 0.031176 | Time: 2022.13 ms
[2022-04-13 07:48:44 main:574] : INFO : Epoch 1975 | loss: 0.0311554 | val_loss: 0.0311742 | Time: 1979.9 ms
[2022-04-13 07:48:46 main:574] : INFO : Epoch 1976 | loss: 0.0311593 | val_loss: 0.0311818 | Time: 1913.7 ms
[2022-04-13 07:48:48 main:574] : INFO : Epoch 1977 | loss: 0.0311617 | val_loss: 0.0311743 | Time: 1981.08 ms
[2022-04-13 07:48:50 main:574] : INFO : Epoch 1978 | loss: 0.0311585 | val_loss: 0.0311738 | Time: 2001.46 ms
[2022-04-13 07:48:52 main:574] : INFO : Epoch 1979 | loss: 0.0311568 | val_loss: 0.0311748 | Time: 2019.61 ms
[2022-04-13 07:48:54 main:574] : INFO : Epoch 1980 | loss: 0.0311552 | val_loss: 0.0311747 | Time: 1996.55 ms
[2022-04-13 07:48:56 main:574] : INFO : Epoch 1981 | loss: 0.0311553 | val_loss: 0.0311745 | Time: 1992.27 ms
[2022-04-13 07:48:58 main:574] : INFO : Epoch 1982 | loss: 0.0311562 | val_loss: 0.0311762 | Time: 2001.11 ms
[2022-04-13 07:49:01 main:574] : INFO : Epoch 1983 | loss: 0.0311552 | val_loss: 0.0311762 | Time: 2017.12 ms
[2022-04-13 07:49:03 main:574] : INFO : Epoch 1984 | loss: 0.0311551 | val_loss: 0.0311748 | Time: 2010.66 ms
[2022-04-13 07:49:05 main:574] : INFO : Epoch 1985 | loss: 0.0311531 | val_loss: 0.0311764 | Time: 1995.78 ms
[2022-04-13 07:49:07 main:574] : INFO : Epoch 1986 | loss: 0.031153 | val_loss: 0.0311756 | Time: 2025.03 ms
[2022-04-13 07:49:09 main:574] : INFO : Epoch 1987 | loss: 0.0311542 | val_loss: 0.0311757 | Time: 2033.34 ms
[2022-04-13 07:49:11 main:574] : INFO : Epoch 1988 | loss: 0.0311572 | val_loss: 0.031183 | Time: 2008.92 ms
[2022-04-13 07:49:13 main:574] : INFO : Epoch 1989 | loss: 0.0311627 | val_loss: 0.0311825 | Time: 2032.6 ms
[2022-04-13 07:49:15 main:574] : INFO : Epoch 1990 | loss: 0.0319552 | val_loss: 0.0320071 | Time: 2014.72 ms
[2022-04-13 07:49:17 main:574] : INFO : Epoch 1991 | loss: 0.0328531 | val_loss: 0.0313109 | Time: 2013.89 ms
[2022-04-13 07:49:19 main:574] : INFO : Epoch 1992 | loss: 0.0313635 | val_loss: 0.0312191 | Time: 2011.7 ms
[2022-04-13 07:49:21 main:574] : INFO : Epoch 1993 | loss: 0.031197 | val_loss: 0.0311885 | Time: 2059.97 ms
[2022-04-13 07:49:23 main:574] : INFO : Epoch 1994 | loss: 0.0311672 | val_loss: 0.0311759 | Time: 2036.15 ms
[2022-04-13 07:49:25 main:574] : INFO : Epoch 1995 | loss: 0.0311654 | val_loss: 0.0311872 | Time: 2023.3 ms
[2022-04-13 07:49:27 main:574] : INFO : Epoch 1996 | loss: 0.0311683 | val_loss: 0.0311753 | Time: 2015.7 ms
[2022-04-13 07:49:29 main:574] : INFO : Epoch 1997 | loss: 0.0311619 | val_loss: 0.0311781 | Time: 1985.09 ms
[2022-04-13 07:49:31 main:574] : INFO : Epoch 1998 | loss: 0.0311584 | val_loss: 0.0311737 | Time: 2006.05 ms
[2022-04-13 07:49:34 main:574] : INFO : Epoch 1999 | loss: 0.0311568 | val_loss: 0.0311735 | Time: 2030.11 ms
[2022-04-13 07:49:36 main:574] : INFO : Epoch 2000 | loss: 0.0311583 | val_loss: 0.0311711 | Time: 2048.71 ms
[2022-04-13 07:49:38 main:574] : INFO : Epoch 2001 | loss: 0.0311592 | val_loss: 0.0311838 | Time: 2012.2 ms
[2022-04-13 07:49:40 main:574] : INFO : Epoch 2002 | loss: 0.0311568 | val_loss: 0.0311727 | Time: 2039.38 ms
[2022-04-13 07:49:42 main:574] : INFO : Epoch 2003 | loss: 0.031156 | val_loss: 0.031172 | Time: 2029.34 ms
[2022-04-13 07:49:44 main:574] : INFO : Epoch 2004 | loss: 0.031156 | val_loss: 0.0311743 | Time: 2033.81 ms
[2022-04-13 07:49:46 main:574] : INFO : Epoch 2005 | loss: 0.0311584 | val_loss: 0.0311791 | Time: 2013.34 ms
[2022-04-13 07:49:48 main:574] : INFO : Epoch 2006 | loss: 0.0311604 | val_loss: 0.0311759 | Time: 2028.65 ms
[2022-04-13 07:49:50 main:574] : INFO : Epoch 2007 | loss: 0.0311593 | val_loss: 0.0311755 | Time: 2023.27 ms
[2022-04-13 07:49:52 main:574] : INFO : Epoch 2008 | loss: 0.0311583 | val_loss: 0.0311746 | Time: 2030.23 ms
[2022-04-13 07:49:55 main:574] : INFO : Epoch 2009 | loss: 0.0311564 | val_loss: 0.0311744 | Time: 2062.16 ms
[2022-04-13 07:49:57 main:574] : INFO : Epoch 2010 | loss: 0.0311554 | val_loss: 0.0311734 | Time: 2054.05 ms
[2022-04-13 07:49:59 main:574] : INFO : Epoch 2011 | loss: 0.0311568 | val_loss: 0.0311751 | Time: 2062.07 ms
[2022-04-13 07:50:01 main:574] : INFO : Epoch 2012 | loss: 0.0311573 | val_loss: 0.0311758 | Time: 2113.57 ms
[2022-04-13 07:50:03 main:574] : INFO : Epoch 2013 | loss: 0.0311549 | val_loss: 0.0311776 | Time: 2109.92 ms
[2022-04-13 07:50:05 main:574] : INFO : Epoch 2014 | loss: 0.0311559 | val_loss: 0.0311751 | Time: 2058.22 ms
[2022-04-13 07:50:08 main:574] : INFO : Epoch 2015 | loss: 0.0311565 | val_loss: 0.0311754 | Time: 2084.07 ms
[2022-04-13 07:50:10 main:574] : INFO : Epoch 2016 | loss: 0.0311538 | val_loss: 0.0311765 | Time: 2065.49 ms
[2022-04-13 07:50:12 main:574] : INFO : Epoch 2017 | loss: 0.031156 | val_loss: 0.031177 | Time: 2115.25 ms
[2022-04-13 07:50:14 main:574] : INFO : Epoch 2018 | loss: 0.0311627 | val_loss: 0.0311789 | Time: 2079.84 ms
[2022-04-13 07:50:16 main:574] : INFO : Epoch 2019 | loss: 0.0311596 | val_loss: 0.0311808 | Time: 2058.37 ms
[2022-04-13 07:50:18 main:574] : INFO : Epoch 2020 | loss: 0.0311626 | val_loss: 0.0311775 | Time: 2085.64 ms
[2022-04-13 07:50:21 main:574] : INFO : Epoch 2021 | loss: 0.0311597 | val_loss: 0.031178 | Time: 2121.73 ms
[2022-04-13 07:50:23 main:574] : INFO : Epoch 2022 | loss: 0.0311587 | val_loss: 0.0311759 | Time: 2160.42 ms
[2022-04-13 07:50:25 main:574] : INFO : Epoch 2023 | loss: 0.0311582 | val_loss: 0.0311763 | Time: 2064.29 ms
[2022-04-13 07:50:27 main:574] : INFO : Epoch 2024 | loss: 0.0311582 | val_loss: 0.0311764 | Time: 2086.9 ms
[2022-04-13 07:50:30 main:574] : INFO : Epoch 2025 | loss: 0.0311575 | val_loss: 0.031176 | Time: 2111.1 ms
[2022-04-13 07:50:32 main:574] : INFO : Epoch 2026 | loss: 0.0311581 | val_loss: 0.0311762 | Time: 2107.57 ms
[2022-04-13 07:50:34 main:574] : INFO : Epoch 2027 | loss: 0.0311575 | val_loss: 0.0311751 | Time: 2085.8 ms
[2022-04-13 07:50:36 main:574] : INFO : Epoch 2028 | loss: 0.0311573 | val_loss: 0.0311744 | Time: 2034.42 ms
[2022-04-13 07:50:38 main:574] : INFO : Epoch 2029 | loss: 0.0311571 | val_loss: 0.0311767 | Time: 2072.04 ms
[2022-04-13 07:50:41 main:574] : INFO : Epoch 2030 | loss: 0.0311565 | val_loss: 0.0311754 | Time: 2026.33 ms
[2022-04-13 07:50:43 main:574] : INFO : Epoch 2031 | loss: 0.0311558 | val_loss: 0.0311739 | Time: 2070.9 ms
[2022-04-13 07:50:45 main:574] : INFO : Epoch 2032 | loss: 0.0311565 | val_loss: 0.0311785 | Time: 2060.86 ms
[2022-04-13 07:50:47 main:574] : INFO : Epoch 2033 | loss: 0.0311559 | val_loss: 0.0311729 | Time: 2000.57 ms
[2022-04-13 07:50:49 main:574] : INFO : Epoch 2034 | loss: 0.0311558 | val_loss: 0.0311752 | Time: 2025.31 ms
[2022-04-13 07:50:51 main:574] : INFO : Epoch 2035 | loss: 0.0311596 | val_loss: 0.0311735 | Time: 1983.09 ms
[2022-04-13 07:50:53 main:574] : INFO : Epoch 2036 | loss: 0.0311591 | val_loss: 0.0311716 | Time: 2004.15 ms
[2022-04-13 07:50:55 main:574] : INFO : Epoch 2037 | loss: 0.0311559 | val_loss: 0.0311701 | Time: 2007.26 ms
[2022-04-13 07:50:57 main:574] : INFO : Epoch 2038 | loss: 0.0311552 | val_loss: 0.0311705 | Time: 2058.11 ms
[2022-04-13 07:50:59 main:574] : INFO : Epoch 2039 | loss: 0.0311549 | val_loss: 0.0311714 | Time: 2070.63 ms
[2022-04-13 07:51:01 main:574] : INFO : Epoch 2040 | loss: 0.0311562 | val_loss: 0.0311757 | Time: 2015.38 ms
[2022-04-13 07:51:03 main:574] : INFO : Epoch 2041 | loss: 0.0311541 | val_loss: 0.0311749 | Time: 1989.31 ms
[2022-04-13 07:51:05 main:574] : INFO : Epoch 2042 | loss: 0.0311537 | val_loss: 0.0311735 | Time: 2021.16 ms
[2022-04-13 07:51:07 main:574] : INFO : Epoch 2043 | loss: 0.0311538 | val_loss: 0.0311727 | Time: 2015.65 ms
[2022-04-13 07:51:10 main:574] : INFO : Epoch 2044 | loss: 0.031154 | val_loss: 0.0311736 | Time: 2055.25 ms
[2022-04-13 07:51:12 main:574] : INFO : Epoch 2045 | loss: 0.0311528 | val_loss: 0.0311716 | Time: 2073.48 ms
[2022-04-13 07:51:14 main:574] : INFO : Epoch 2046 | loss: 0.031153 | val_loss: 0.0311731 | Time: 2040.47 ms
[2022-04-13 07:51:16 main:574] : INFO : Epoch 2047 | loss: 0.0311539 | val_loss: 0.0311723 | Time: 2098.88 ms
[2022-04-13 07:51:18 main:574] : INFO : Epoch 2048 | loss: 0.031154 | val_loss: 0.0311732 | Time: 2051.26 ms
[2022-04-13 07:51:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311732
[2022-04-13 07:51:18 main:603] : INFO : Saving end state to config to file
[2022-04-13 07:51:18 main:608] : INFO : Success, exiting..
07:51:18 (17424): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)