Task 5196995
| Name | ParityModified-1619234963-22223-2_1 |
| Workunit | 3103495 |
| Created | 16 May 2021, 11:46:42 UTC |
| Sent | 16 May 2021, 12:42:29 UTC |
| Report deadline | 23 May 2021, 12:42:29 UTC |
| Received | 17 May 2021, 11:23:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9697 |
| Run time | 1 hours 11 min 31 sec |
| CPU time | 1 hours 8 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,490.73 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 33 main:574] : INFO : Epoch 1542 | loss: 0.0311421 | val_loss: 0.0311738 | Time: 2032.32 ms [2021-05-17 16:17:35 main:574] : INFO : Epoch 1543 | loss: 0.0311422 | val_loss: 0.0311735 | Time: 2005.66 ms [2021-05-17 16:17:37 main:574] : INFO : Epoch 1544 | loss: 0.0311413 | val_loss: 0.031175 | Time: 2012.62 ms [2021-05-17 16:17:39 main:574] : INFO : Epoch 1545 | loss: 0.0311421 | val_loss: 0.031179 | Time: 2023.81 ms [2021-05-17 16:17:41 main:574] : INFO : Epoch 1546 | loss: 0.0311427 | val_loss: 0.0311728 | Time: 2010.18 ms [2021-05-17 16:17:43 main:574] : INFO : Epoch 1547 | loss: 0.0311394 | val_loss: 0.0311765 | Time: 2014.01 ms [2021-05-17 16:17:46 main:574] : INFO : Epoch 1548 | loss: 0.0311383 | val_loss: 0.0311804 | Time: 2023.96 ms [2021-05-17 16:17:48 main:574] : INFO : Epoch 1549 | loss: 0.03114 | val_loss: 0.0311797 | Time: 2001 ms [2021-05-17 16:17:50 main:574] : INFO : Epoch 1550 | loss: 0.0311395 | val_loss: 0.031179 | Time: 2017.52 ms [2021-05-17 16:17:52 main:574] : INFO : Epoch 1551 | loss: 0.0311369 | val_loss: 0.031178 | Time: 1999.69 ms [2021-05-17 16:17:54 main:574] : INFO : Epoch 1552 | loss: 0.0311385 | val_loss: 0.0311733 | Time: 2002.49 ms [2021-05-17 16:17:56 main:574] : INFO : Epoch 1553 | loss: 0.0311372 | val_loss: 0.031178 | Time: 2008.48 ms [2021-05-17 16:17:58 main:574] : INFO : Epoch 1554 | loss: 0.0311362 | val_loss: 0.0311748 | Time: 2021.59 ms [2021-05-17 16:18:00 main:574] : INFO : Epoch 1555 | loss: 0.0311404 | val_loss: 0.0311834 | Time: 1994.33 ms [2021-05-17 16:18:02 main:574] : INFO : Epoch 1556 | loss: 0.0311446 | val_loss: 0.0311733 | Time: 1998.48 ms [2021-05-17 16:18:04 main:574] : INFO : Epoch 1557 | loss: 0.0311452 | val_loss: 0.0311768 | Time: 2022.82 ms [2021-05-17 16:18:06 main:574] : INFO : Epoch 1558 | loss: 0.031148 | val_loss: 0.0311744 | Time: 2012.34 ms [2021-05-17 16:18:08 main:574] : INFO : Epoch 1559 | loss: 0.0311457 | val_loss: 0.0311735 | Time: 2009.49 ms [2021-05-17 16:18:10 main:574] : INFO : Epoch 1560 | loss: 0.031143 | val_loss: 0.031171 | Time: 1997.52 ms [2021-05-17 16:18:12 main:574] : INFO : Epoch 1561 | loss: 0.0311425 | val_loss: 0.0311708 | Time: 1993.44 ms [2021-05-17 16:18:15 main:574] : INFO : Epoch 1562 | loss: 0.0311428 | val_loss: 0.031176 | Time: 2027.69 ms [2021-05-17 16:18:17 main:574] : INFO : Epoch 1563 | loss: 0.0311441 | val_loss: 0.0311757 | Time: 2004.77 ms [2021-05-17 16:18:19 main:574] : INFO : Epoch 1564 | loss: 0.0311475 | val_loss: 0.0311709 | Time: 2025.53 ms [2021-05-17 16:18:21 main:574] : INFO : Epoch 1565 | loss: 0.0311486 | val_loss: 0.0311853 | Time: 2012.14 ms [2021-05-17 16:18:23 main:574] : INFO : Epoch 1566 | loss: 0.0311463 | val_loss: 0.0311721 | Time: 2030.91 ms [2021-05-17 16:18:25 main:574] : INFO : Epoch 1567 | loss: 0.0311445 | val_loss: 0.0311777 | Time: 2018.15 ms [2021-05-17 16:18:27 main:574] : INFO : Epoch 1568 | loss: 0.0311436 | val_loss: 0.0311736 | Time: 2011.29 ms [2021-05-17 16:18:29 main:574] : INFO : Epoch 1569 | loss: 0.0311397 | val_loss: 0.0311739 | Time: 2008.01 ms [2021-05-17 16:18:31 main:574] : INFO : Epoch 1570 | loss: 0.0311372 | val_loss: 0.0311736 | Time: 1995.54 ms [2021-05-17 16:18:33 main:574] : INFO : Epoch 1571 | loss: 0.0311356 | val_loss: 0.0311742 | Time: 2015.51 ms [2021-05-17 16:18:35 main:574] : INFO : Epoch 1572 | loss: 0.0311369 | val_loss: 0.0311748 | Time: 1997.73 ms [2021-05-17 16:18:38 main:574] : INFO : Epoch 1573 | loss: 0.0311376 | val_loss: 0.0311751 | Time: 1994.13 ms [2021-05-17 16:18:40 main:574] : INFO : Epoch 1574 | loss: 0.0311387 | val_loss: 0.0311724 | Time: 2005.71 ms [2021-05-17 16:18:42 main:574] : INFO : Epoch 1575 | loss: 0.0311379 | val_loss: 0.0311724 | Time: 2006.09 ms [2021-05-17 16:18:44 main:574] : INFO : Epoch 1576 | loss: 0.0311394 | val_loss: 0.0311741 | Time: 1995.02 ms [2021-05-17 16:18:46 main:574] : INFO : Epoch 1577 | loss: 0.0311372 | val_loss: 0.0311744 | Time: 2026.85 ms [2021-05-17 16:18:48 main:574] : INFO : Epoch 1578 | loss: 0.0311353 | val_loss: 0.0311787 | Time: 2016.86 ms [2021-05-17 16:18:50 main:574] : INFO : Epoch 1579 | loss: 0.0311342 | val_loss: 0.0311748 | Time: 1998.77 ms [2021-05-17 16:18:52 main:574] : INFO : Epoch 1580 | loss: 0.0311394 | val_loss: 0.0311709 | Time: 2001.52 ms [2021-05-17 16:18:54 main:574] : INFO : Epoch 1581 | loss: 0.0311436 | val_loss: 0.0311768 | Time: 2021.04 ms [2021-05-17 16:18:56 main:574] : INFO : Epoch 1582 | loss: 0.0311396 | val_loss: 0.0311732 | Time: 1995.09 ms [2021-05-17 16:18:58 main:574] : INFO : Epoch 1583 | loss: 0.0311371 | val_loss: 0.0311762 | Time: 2003.66 ms [2021-05-17 16:19:00 main:574] : INFO : Epoch 1584 | loss: 0.0311345 | val_loss: 0.0311794 | Time: 2028.93 ms [2021-05-17 16:19:03 main:574] : INFO : Epoch 1585 | loss: 0.0311341 | val_loss: 0.0311753 | Time: 2022.96 ms [2021-05-17 16:19:05 main:574] : INFO : Epoch 1586 | loss: 0.0311345 | val_loss: 0.031188 | Time: 2025.48 ms [2021-05-17 16:19:07 main:574] : INFO : Epoch 1587 | loss: 0.0311354 | val_loss: 0.0311743 | Time: 2011.78 ms [2021-05-17 16:19:09 main:574] : INFO : Epoch 1588 | loss: 0.0311353 | val_loss: 0.0311725 | Time: 2026.7 ms [2021-05-17 16:19:11 main:574] : INFO : Epoch 1589 | loss: 0.0311352 | val_loss: 0.0311758 | Time: 2006.93 ms [2021-05-17 16:19:13 main:574] : INFO : Epoch 1590 | loss: 0.031135 | val_loss: 0.0311739 | Time: 2028.97 ms [2021-05-17 16:19:15 main:574] : INFO : Epoch 1591 | loss: 0.0311377 | val_loss: 0.031178 | Time: 2021.44 ms [2021-05-17 16:19:17 main:574] : INFO : Epoch 1592 | loss: 0.0311375 | val_loss: 0.031185 | Time: 2011.47 ms [2021-05-17 16:19:19 main:574] : INFO : Epoch 1593 | loss: 0.031138 | val_loss: 0.0311718 | Time: 2003.66 ms [2021-05-17 16:19:21 main:574] : INFO : Epoch 1594 | loss: 0.0311385 | val_loss: 0.0311741 | Time: 2021.94 ms [2021-05-17 16:19:23 main:574] : INFO : Epoch 1595 | loss: 0.0311396 | val_loss: 0.0311704 | Time: 2008.65 ms [2021-05-17 16:19:26 main:574] : INFO : Epoch 1596 | loss: 0.0311383 | val_loss: 0.0311736 | Time: 1992.16 ms [2021-05-17 16:19:28 main:574] : INFO : Epoch 1597 | loss: 0.0311374 | val_loss: 0.0311731 | Time: 2000.26 ms [2021-05-17 16:19:30 main:574] : INFO : Epoch 1598 | loss: 0.0311385 | val_loss: 0.0311966 | Time: 1997.74 ms [2021-05-17 16:19:32 main:574] : INFO : Epoch 1599 | loss: 0.0311402 | val_loss: 0.0311772 | Time: 2043.93 ms [2021-05-17 16:19:34 main:574] : INFO : Epoch 1600 | loss: 0.0311351 | val_loss: 0.0311821 | Time: 2019.4 ms [2021-05-17 16:19:36 main:574] : INFO : Epoch 1601 | loss: 0.0311353 | val_loss: 0.0311805 | Time: 1998.79 ms [2021-05-17 16:19:38 main:574] : INFO : Epoch 1602 | loss: 0.0311343 | val_loss: 0.0311732 | Time: 2016.81 ms [2021-05-17 16:19:40 main:574] : INFO : Epoch 1603 | loss: 0.0311348 | val_loss: 0.0311737 | Time: 2009.01 ms [2021-05-17 16:19:42 main:574] : INFO : Epoch 1604 | loss: 0.0311354 | val_loss: 0.0311724 | Time: 2078.31 ms [2021-05-17 16:19:44 main:574] : INFO : Epoch 1605 | loss: 0.0311341 | val_loss: 0.0311769 | Time: 2008.32 ms [2021-05-17 16:19:46 main:574] : INFO : Epoch 1606 | loss: 0.0311356 | val_loss: 0.0311799 | Time: 2029.7 ms [2021-05-17 16:19:48 main:574] : INFO : Epoch 1607 | loss: 0.0311365 | val_loss: 0.0311776 | Time: 2002.35 ms [2021-05-17 16:19:51 main:574] : INFO : Epoch 1608 | loss: 0.0311356 | val_loss: 0.0311777 | Time: 2008.03 ms [2021-05-17 16:19:53 main:574] : INFO : Epoch 1609 | loss: 0.0311394 | val_loss: 0.0311779 | Time: 2029.88 ms [2021-05-17 16:19:55 main:574] : INFO : Epoch 1610 | loss: 0.031139 | val_loss: 0.0311796 | Time: 2021.29 ms [2021-05-17 16:19:57 main:574] : INFO : Epoch 1611 | loss: 0.031144 | val_loss: 0.0311744 | Time: 2013.72 ms [2021-05-17 16:19:59 main:574] : INFO : Epoch 1612 | loss: 0.0311384 | val_loss: 0.0311737 | Time: 2008.75 ms [2021-05-17 16:20:01 main:574] : INFO : Epoch 1613 | loss: 0.0311398 | val_loss: 0.0311834 | Time: 2033.76 ms [2021-05-17 16:20:03 main:574] : INFO : Epoch 1614 | loss: 0.0311392 | val_loss: 0.0311764 | Time: 2017.33 ms [2021-05-17 16:20:05 main:574] : INFO : Epoch 1615 | loss: 0.0311374 | val_loss: 0.0311707 | Time: 2000.51 ms [2021-05-17 16:20:07 main:574] : INFO : Epoch 1616 | loss: 0.0311341 | val_loss: 0.0311723 | Time: 2044.54 ms [2021-05-17 16:20:10 main:574] : INFO : Epoch 1617 | loss: 0.0311329 | val_loss: 0.0311811 | Time: 2006.99 ms [2021-05-17 16:20:12 main:574] : INFO : Epoch 1618 | loss: 0.0311346 | val_loss: 0.0311799 | Time: 2001.43 ms [2021-05-17 16:20:14 main:574] : INFO : Epoch 1619 | loss: 0.0311369 | val_loss: 0.0311722 | Time: 2021.39 ms [2021-05-17 16:20:16 main:574] : INFO : Epoch 1620 | loss: 0.0311389 | val_loss: 0.0311848 | Time: 2003.15 ms [2021-05-17 16:20:18 main:574] : INFO : Epoch 1621 | loss: 0.0311302 | val_loss: 0.0311768 | Time: 2020.7 ms [2021-05-17 16:20:20 main:574] : INFO : Epoch 1622 | loss: 0.0311316 | val_loss: 0.0311757 | Time: 2010.16 ms [2021-05-17 16:20:22 main:574] : INFO : Epoch 1623 | loss: 0.0311321 | val_loss: 0.0311737 | Time: 2014.71 ms [2021-05-17 16:20:24 main:574] : INFO : Epoch 1624 | loss: 0.0311297 | val_loss: 0.0311771 | Time: 2014.02 ms [2021-05-17 16:20:26 main:574] : INFO : Epoch 1625 | loss: 0.0311288 | val_loss: 0.0311772 | Time: 2009.24 ms [2021-05-17 16:20:28 main:574] : INFO : Epoch 1626 | loss: 0.0311325 | val_loss: 0.0311729 | Time: 2012.37 ms [2021-05-17 16:20:30 main:574] : INFO : Epoch 1627 | loss: 0.0311327 | val_loss: 0.0311767 | Time: 2010.23 ms [2021-05-17 16:20:32 main:574] : INFO : Epoch 1628 | loss: 0.0311421 | val_loss: 0.0311737 | Time: 2005.18 ms [2021-05-17 16:20:34 main:574] : INFO : Epoch 1629 | loss: 0.0311388 | val_loss: 0.0311699 | Time: 2006.15 ms [2021-05-17 16:20:37 main:574] : INFO : Epoch 1630 | loss: 0.0311394 | val_loss: 0.031178 | Time: 2006.52 ms [2021-05-17 16:20:39 main:574] : INFO : Epoch 1631 | loss: 0.0311364 | val_loss: 0.0311739 | Time: 2023.22 ms [2021-05-17 16:20:41 main:574] : INFO : Epoch 1632 | loss: 0.0311396 | val_loss: 0.031174 | Time: 2024.1 ms [2021-05-17 16:20:43 main:574] : INFO : Epoch 1633 | loss: 0.0311351 | val_loss: 0.0311786 | Time: 2012.54 ms [2021-05-17 16:20:45 main:574] : INFO : Epoch 1634 | loss: 0.0311316 | val_loss: 0.0311799 | Time: 2022.21 ms [2021-05-17 16:20:47 main:574] : INFO : Epoch 1635 | loss: 0.0311299 | val_loss: 0.031182 | Time: 2031.41 ms [2021-05-17 16:20:49 main:574] : INFO : Epoch 1636 | loss: 0.0311323 | val_loss: 0.0311814 | Time: 1997.6 ms [2021-05-17 16:20:51 main:574] : INFO : Epoch 1637 | loss: 0.0311278 | val_loss: 0.0311756 | Time: 2003.05 ms [2021-05-17 16:20:53 main:574] : INFO : Epoch 1638 | loss: 0.0311285 | val_loss: 0.0311847 | Time: 2014.24 ms [2021-05-17 16:20:55 main:574] : INFO : Epoch 1639 | loss: 0.0311299 | val_loss: 0.0311731 | Time: 2018.59 ms [2021-05-17 16:20:58 main:574] : INFO : Epoch 1640 | loss: 0.0311494 | val_loss: 0.0311698 | Time: 2011.73 ms [2021-05-17 16:21:00 main:574] : INFO : Epoch 1641 | loss: 0.0311509 | val_loss: 0.0311763 | Time: 2007.83 ms [2021-05-17 16:21:02 main:574] : INFO : Epoch 1642 | loss: 0.0311459 | val_loss: 0.0311672 | Time: 2030.07 ms [2021-05-17 16:21:04 main:574] : INFO : Epoch 1643 | loss: 0.0311422 | val_loss: 0.0311814 | Time: 2007.56 ms [2021-05-17 16:21:06 main:574] : INFO : Epoch 1644 | loss: 0.0311455 | val_loss: 0.0311755 | Time: 2004.86 ms [2021-05-17 16:21:08 main:574] : INFO : Epoch 1645 | loss: 0.0311482 | val_loss: 0.031175 | Time: 2027.76 ms [2021-05-17 16:21:10 main:574] : INFO : Epoch 1646 | loss: 0.0311441 | val_loss: 0.0311784 | Time: 2003.43 ms [2021-05-17 16:21:12 main:574] : INFO : Epoch 1647 | loss: 0.0311595 | val_loss: 0.0311672 | Time: 2017.2 ms [2021-05-17 16:21:14 main:574] : INFO : Epoch 1648 | loss: 0.0311563 | val_loss: 0.0311676 | Time: 2029.73 ms [2021-05-17 16:21:16 main:574] : INFO : Epoch 1649 | loss: 0.0311553 | val_loss: 0.0311679 | Time: 1988.67 ms [2021-05-17 16:21:18 main:574] : INFO : Epoch 1650 | loss: 0.0311514 | val_loss: 0.0311659 | Time: 2000.89 ms [2021-05-17 16:21:20 main:574] : INFO : Epoch 1651 | loss: 0.0311499 | val_loss: 0.0311653 | Time: 2003.19 ms [2021-05-17 16:21:22 main:574] : INFO : Epoch 1652 | loss: 0.0311506 | val_loss: 0.0311673 | Time: 2008.91 ms [2021-05-17 16:21:25 main:574] : INFO : Epoch 1653 | loss: 0.0311482 | val_loss: 0.0311687 | Time: 1997.62 ms [2021-05-17 16:21:27 main:574] : INFO : Epoch 1654 | loss: 0.0311457 | val_loss: 0.03117 | Time: 2004 ms [2021-05-17 16:21:29 main:574] : INFO : Epoch 1655 | loss: 0.0311425 | val_loss: 0.0311766 | Time: 1997.72 ms [2021-05-17 16:21:31 main:574] : INFO : Epoch 1656 | loss: 0.0311449 | val_loss: 0.0311676 | Time: 2018.32 ms [2021-05-17 16:21:33 main:574] : INFO : Epoch 1657 | loss: 0.0311446 | val_loss: 0.0311692 | Time: 2019.63 ms [2021-05-17 16:21:35 main:574] : INFO : Epoch 1658 | loss: 0.0311427 | val_loss: 0.0311748 | Time: 2020.87 ms [2021-05-17 16:21:37 main:574] : INFO : Epoch 1659 | loss: 0.0311444 | val_loss: 0.0311719 | Time: 2023.88 ms [2021-05-17 16:21:39 main:574] : INFO : Epoch 1660 | loss: 0.0311437 | val_loss: 0.0311732 | Time: 2013.33 ms [2021-05-17 16:21:41 main:574] : INFO : Epoch 1661 | loss: 0.0311427 | val_loss: 0.0311668 | Time: 2016.4 ms [2021-05-17 16:21:43 main:574] : INFO : Epoch 1662 | loss: 0.0311395 | val_loss: 0.0311656 | Time: 2008.31 ms [2021-05-17 16:21:46 main:574] : INFO : Epoch 1663 | loss: 0.0311374 | val_loss: 0.0311692 | Time: 2027.1 ms [2021-05-17 16:21:48 main:574] : INFO : Epoch 1664 | loss: 0.0311399 | val_loss: 0.0311679 | Time: 2008.76 ms [2021-05-17 16:21:50 main:574] : INFO : Epoch 1665 | loss: 0.03114 | val_loss: 0.031172 | Time: 2001.85 ms [2021-05-17 16:21:52 main:574] : INFO : Epoch 1666 | loss: 0.0311479 | val_loss: 0.0312037 | Time: 2016.86 ms [2021-05-17 16:21:54 main:574] : INFO : Epoch 1667 | loss: 0.031148 | val_loss: 0.0311729 | Time: 2011.83 ms [2021-05-17 16:21:56 main:574] : INFO : Epoch 1668 | loss: 0.0311429 | val_loss: 0.0311738 | Time: 1998.62 ms [2021-05-17 16:21:58 main:574] : INFO : Epoch 1669 | loss: 0.031143 | val_loss: 0.0311684 | Time: 2009.58 ms [2021-05-17 16:22:00 main:574] : INFO : Epoch 1670 | loss: 0.0311413 | val_loss: 0.0311716 | Time: 2006.94 ms [2021-05-17 16:22:02 main:574] : INFO : Epoch 1671 | loss: 0.031139 | val_loss: 0.0311703 | Time: 1992.46 ms [2021-05-17 16:22:04 main:574] : INFO : Epoch 1672 | loss: 0.0311371 | val_loss: 0.0311744 | Time: 1999.96 ms [2021-05-17 16:22:06 main:574] : INFO : Epoch 1673 | loss: 0.031138 | val_loss: 0.0311806 | Time: 1999.49 ms [2021-05-17 16:22:08 main:574] : INFO : Epoch 1674 | loss: 0.0311392 | val_loss: 0.0311953 | Time: 1998.98 ms [2021-05-17 16:22:10 main:574] : INFO : Epoch 1675 | loss: 0.0311382 | val_loss: 0.0311763 | Time: 1993.39 ms [2021-05-17 16:22:13 main:574] : INFO : Epoch 1676 | loss: 0.0311359 | val_loss: 0.0311747 | Time: 2006.7 ms [2021-05-17 16:22:15 main:574] : INFO : Epoch 1677 | loss: 0.0311375 | val_loss: 0.0311715 | Time: 2009.78 ms [2021-05-17 16:22:17 main:574] : INFO : Epoch 1678 | loss: 0.0311359 | val_loss: 0.0311762 | Time: 2018.77 ms [2021-05-17 16:22:19 main:574] : INFO : Epoch 1679 | loss: 0.0311349 | val_loss: 0.0311771 | Time: 2016.75 ms [2021-05-17 16:22:21 main:574] : INFO : Epoch 1680 | loss: 0.0311373 | val_loss: 0.0311706 | Time: 2014.26 ms [2021-05-17 16:22:23 main:574] : INFO : Epoch 1681 | loss: 0.0311345 | val_loss: 0.031178 | Time: 2019.56 ms [2021-05-17 16:22:25 main:574] : INFO : Epoch 1682 | loss: 0.0311352 | val_loss: 0.0311703 | Time: 2015.01 ms [2021-05-17 16:22:27 main:574] : INFO : Epoch 1683 | loss: 0.0311355 | val_loss: 0.0311764 | Time: 2014.1 ms [2021-05-17 16:22:29 main:574] : INFO : Epoch 1684 | loss: 0.031136 | val_loss: 0.0311717 | Time: 2000.02 ms [2021-05-17 16:22:31 main:574] : INFO : Epoch 1685 | loss: 0.0311345 | val_loss: 0.0311765 | Time: 2019.91 ms [2021-05-17 16:22:33 main:574] : INFO : Epoch 1686 | loss: 0.031134 | val_loss: 0.031175 | Time: 2002.35 ms [2021-05-17 16:22:36 main:574] : INFO : Epoch 1687 | loss: 0.0311318 | val_loss: 0.0311754 | Time: 2012.06 ms [2021-05-17 16:22:38 main:574] : INFO : Epoch 1688 | loss: 0.0311313 | val_loss: 0.0311761 | Time: 2000.85 ms [2021-05-17 16:22:40 main:574] : INFO : Epoch 1689 | loss: 0.0311405 | val_loss: 0.0311876 | Time: 2000.68 ms [2021-05-17 16:22:42 main:574] : INFO : Epoch 1690 | loss: 0.031144 | val_loss: 0.0311726 | Time: 2003.6 ms [2021-05-17 16:22:44 main:574] : INFO : Epoch 1691 | loss: 0.031136 | val_loss: 0.0311734 | Time: 2009.11 ms [2021-05-17 16:22:46 main:574] : INFO : Epoch 1692 | loss: 0.0311351 | val_loss: 0.0311709 | Time: 1996.76 ms [2021-05-17 16:22:48 main:574] : INFO : Epoch 1693 | loss: 0.0311322 | val_loss: 0.0311729 | Time: 2026.93 ms [2021-05-17 16:22:50 main:574] : INFO : Epoch 1694 | loss: 0.0311334 | val_loss: 0.0311719 | Time: 2016.06 ms [2021-05-17 16:22:52 main:574] : INFO : Epoch 1695 | loss: 0.0311312 | val_loss: 0.0311751 | Time: 2019.71 ms [2021-05-17 16:22:54 main:574] : INFO : Epoch 1696 | loss: 0.031129 | val_loss: 0.0311752 | Time: 2014.47 ms [2021-05-17 16:22:56 main:574] : INFO : Epoch 1697 | loss: 0.0311295 | val_loss: 0.0311692 | Time: 2009.29 ms [2021-05-17 16:22:58 main:574] : INFO : Epoch 1698 | loss: 0.031129 | val_loss: 0.031179 | Time: 1998.66 ms [2021-05-17 16:23:00 main:574] : INFO : Epoch 1699 | loss: 0.0311271 | val_loss: 0.031175 | Time: 2007.06 ms [2021-05-17 16:23:03 main:574] : INFO : Epoch 1700 | loss: 0.0311356 | val_loss: 0.0311883 | Time: 2021.79 ms [2021-05-17 16:23:05 main:574] : INFO : Epoch 1701 | loss: 0.0311338 | val_loss: 0.0311772 | Time: 2002.01 ms [2021-05-17 16:23:07 main:574] : INFO : Epoch 1702 | loss: 0.031129 | val_loss: 0.0311857 | Time: 1995.86 ms [2021-05-17 16:23:09 main:574] : INFO : Epoch 1703 | loss: 0.0311311 | val_loss: 0.0311728 | Time: 2020.52 ms [2021-05-17 16:23:11 main:574] : INFO : Epoch 1704 | loss: 0.0311276 | val_loss: 0.031183 | Time: 2010.64 ms [2021-05-17 16:23:13 main:574] : INFO : Epoch 1705 | loss: 0.0311304 | val_loss: 0.0311744 | Time: 2020.07 ms [2021-05-17 16:23:15 main:574] : INFO : Epoch 1706 | loss: 0.0311305 | val_loss: 0.0311797 | Time: 2011.95 ms [2021-05-17 16:23:17 main:574] : INFO : Epoch 1707 | loss: 0.0311335 | val_loss: 0.0311746 | Time: 2014.06 ms [2021-05-17 16:23:19 main:574] : INFO : Epoch 1708 | loss: 0.0311332 | val_loss: 0.031173 | Time: 2025.83 ms [2021-05-17 16:23:21 main:574] : INFO : Epoch 1709 | loss: 0.0311342 | val_loss: 0.0311782 | Time: 2024.06 ms [2021-05-17 16:23:23 main:574] : INFO : Epoch 1710 | loss: 0.0311445 | val_loss: 0.0311727 | Time: 2025.37 ms [2021-05-17 16:23:26 main:574] : INFO : Epoch 1711 | loss: 0.031142 | val_loss: 0.0311779 | Time: 1989.34 ms [2021-05-17 16:23:28 main:574] : INFO : Epoch 1712 | loss: 0.0311451 | val_loss: 0.0311707 | Time: 2020.13 ms [2021-05-17 16:23:30 main:574] : INFO : Epoch 1713 | loss: 0.0311463 | val_loss: 0.0311744 | Time: 1999.4 ms [2021-05-17 16:23:32 main:574] : INFO : Epoch 1714 | loss: 0.031142 | val_loss: 0.0311685 | Time: 1999.76 ms [2021-05-17 16:23:34 main:574] : INFO : Epoch 1715 | loss: 0.0311371 | val_loss: 0.0311677 | Time: 2028.2 ms [2021-05-17 16:23:36 main:574] : INFO : Epoch 1716 | loss: 0.0311388 | val_loss: 0.0311677 | Time: 2014.13 ms [2021-05-17 16:23:38 main:574] : INFO : Epoch 1717 | loss: 0.0311357 | val_loss: 0.0311673 | Time: 2002.29 ms [2021-05-17 16:23:40 main:574] : INFO : Epoch 1718 | loss: 0.0311371 | val_loss: 0.031173 | Time: 2006.33 ms [2021-05-17 16:23:42 main:574] : INFO : Epoch 1719 | loss: 0.0311446 | val_loss: 0.0311725 | Time: 2025.84 ms [2021-05-17 16:23:44 main:574] : INFO : Epoch 1720 | loss: 0.0311429 | val_loss: 0.0311714 | Time: 2016.56 ms [2021-05-17 16:23:46 main:574] : INFO : Epoch 1721 | loss: 0.031137 | val_loss: 0.0311672 | Time: 2002.09 ms [2021-05-17 16:23:48 main:574] : INFO : Epoch 1722 | loss: 0.0311344 | val_loss: 0.0311655 | Time: 1994 ms [2021-05-17 16:23:50 main:574] : INFO : Epoch 1723 | loss: 0.0311361 | val_loss: 0.0311756 | Time: 2010.53 ms [2021-05-17 16:23:53 main:574] : INFO : Epoch 1724 | loss: 0.0311339 | val_loss: 0.0311735 | Time: 2009.35 ms [2021-05-17 16:23:55 main:574] : INFO : Epoch 1725 | loss: 0.0311338 | val_loss: 0.0311748 | Time: 2004.08 ms [2021-05-17 16:23:57 main:574] : INFO : Epoch 1726 | loss: 0.0311335 | val_loss: 0.0311748 | Time: 2024.89 ms [2021-05-17 16:23:59 main:574] : INFO : Epoch 1727 | loss: 0.0311356 | val_loss: 0.031174 | Time: 2025.24 ms [2021-05-17 16:24:01 main:574] : INFO : Epoch 1728 | loss: 0.0311366 | val_loss: 0.0311848 | Time: 2032.68 ms [2021-05-17 16:24:03 main:574] : INFO : Epoch 1729 | loss: 0.0311439 | val_loss: 0.0311741 | Time: 2019.56 ms [2021-05-17 16:24:05 main:574] : INFO : Epoch 1730 | loss: 0.0311341 | val_loss: 0.0311672 | Time: 2001.21 ms [2021-05-17 16:24:07 main:574] : INFO : Epoch 1731 | loss: 0.0311307 | val_loss: 0.0311797 | Time: 2013.87 ms [2021-05-17 16:24:09 main:574] : INFO : Epoch 1732 | loss: 0.031132 | val_loss: 0.0311743 | Time: 2000.9 ms [2021-05-17 16:24:11 main:574] : INFO : Epoch 1733 | loss: 0.0311305 | val_loss: 0.0311688 | Time: 2003.15 ms [2021-05-17 16:24:14 main:574] : INFO : Epoch 1734 | loss: 0.031129 | val_loss: 0.0311691 | Time: 2067.94 ms [2021-05-17 16:24:16 main:574] : INFO : Epoch 1735 | loss: 0.0311311 | val_loss: 0.0311719 | Time: 2009.91 ms [2021-05-17 16:24:18 main:574] : INFO : Epoch 1736 | loss: 0.0311302 | val_loss: 0.0311756 | Time: 1997.46 ms [2021-05-17 16:24:20 main:574] : INFO : Epoch 1737 | loss: 0.0311301 | val_loss: 0.0311741 | Time: 2001.52 ms [2021-05-17 16:24:22 main:574] : INFO : Epoch 1738 | loss: 0.031133 | val_loss: 0.0311692 | Time: 2016.36 ms [2021-05-17 16:24:24 main:574] : INFO : Epoch 1739 | loss: 0.0311504 | val_loss: 0.0311709 | Time: 2013.42 ms [2021-05-17 16:24:26 main:574] : INFO : Epoch 1740 | loss: 0.0311468 | val_loss: 0.031166 | Time: 2016.69 ms [2021-05-17 16:24:28 main:574] : INFO : Epoch 1741 | loss: 0.0311484 | val_loss: 0.0311658 | Time: 2009.73 ms [2021-05-17 16:24:30 main:574] : INFO : Epoch 1742 | loss: 0.0311447 | val_loss: 0.0311741 | Time: 2009.92 ms [2021-05-17 16:24:32 main:574] : INFO : Epoch 1743 | loss: 0.0311433 | val_loss: 0.0311737 | Time: 2007.91 ms [2021-05-17 16:24:34 main:574] : INFO : Epoch 1744 | loss: 0.0311409 | val_loss: 0.0311671 | Time: 1999.4 ms [2021-05-17 16:24:36 main:574] : INFO : Epoch 1745 | loss: 0.0311385 | val_loss: 0.0311689 | Time: 1995.42 ms [2021-05-17 16:24:39 main:574] : INFO : Epoch 1746 | loss: 0.0311378 | val_loss: 0.0311692 | Time: 2035.5 ms [2021-05-17 16:24:41 main:574] : INFO : Epoch 1747 | loss: 0.0311358 | val_loss: 0.0311758 | Time: 1998.73 ms [2021-05-17 16:24:43 main:574] : INFO : Epoch 1748 | loss: 0.0311351 | val_loss: 0.0311697 | Time: 2010.01 ms [2021-05-17 16:24:45 main:574] : INFO : Epoch 1749 | loss: 0.0311369 | val_loss: 0.0311748 | Time: 1996.48 ms [2021-05-17 16:24:47 main:574] : INFO : Epoch 1750 | loss: 0.0311376 | val_loss: 0.0311695 | Time: 1998.43 ms [2021-05-17 16:24:49 main:574] : INFO : Epoch 1751 | loss: 0.031135 | val_loss: 0.0311725 | Time: 2009.82 ms [2021-05-17 16:24:51 main:574] : INFO : Epoch 1752 | loss: 0.0311407 | val_loss: 0.0311692 | Time: 2011.05 ms [2021-05-17 16:24:53 main:574] : INFO : Epoch 1753 | loss: 0.0311447 | val_loss: 0.0311697 | Time: 2008.01 ms [2021-05-17 16:24:55 main:574] : INFO : Epoch 1754 | loss: 0.0311348 | val_loss: 0.0311699 | Time: 2017.5 ms [2021-05-17 16:24:57 main:574] : INFO : Epoch 1755 | loss: 0.0311354 | val_loss: 0.0311691 | Time: 2019.97 ms [2021-05-17 16:24:59 main:574] : INFO : Epoch 1756 | loss: 0.0311376 | val_loss: 0.0311709 | Time: 1997.89 ms [2021-05-17 16:25:02 main:574] : INFO : Epoch 1757 | loss: 0.0311368 | val_loss: 0.0311697 | Time: 2020.81 ms [2021-05-17 16:25:04 main:574] : INFO : Epoch 1758 | loss: 0.0311357 | val_loss: 0.0311748 | Time: 1999.36 ms [2021-05-17 16:25:06 main:574] : INFO : Epoch 1759 | loss: 0.0311352 | val_loss: 0.0311725 | Time: 2010.22 ms [2021-05-17 16:25:08 main:574] : INFO : Epoch 1760 | loss: 0.0311326 | val_loss: 0.0311671 | Time: 2009.38 ms [2021-05-17 16:25:10 main:574] : INFO : Epoch 1761 | loss: 0.0311336 | val_loss: 0.0311854 | Time: 2006.3 ms [2021-05-17 16:25:12 main:574] : INFO : Epoch 1762 | loss: 0.0311342 | val_loss: 0.0311708 | Time: 2000.62 ms [2021-05-17 16:25:14 main:574] : INFO : Epoch 1763 | loss: 0.0311318 | val_loss: 0.0311726 | Time: 2030.65 ms [2021-05-17 16:25:16 main:574] : INFO : Epoch 1764 | loss: 0.0311303 | val_loss: 0.0311699 | Time: 2014.28 ms [2021-05-17 16:25:18 main:574] : INFO : Epoch 1765 | loss: 0.0311341 | val_loss: 0.0311678 | Time: 2035.37 ms [2021-05-17 16:25:20 main:574] : INFO : Epoch 1766 | loss: 0.0311338 | val_loss: 0.0311758 | Time: 2007.12 ms [2021-05-17 16:25:22 main:574] : INFO : Epoch 1767 | loss: 0.0311428 | val_loss: 0.0311859 | Time: 2002.22 ms [2021-05-17 16:25:24 main:574] : INFO : Epoch 1768 | loss: 0.0311366 | val_loss: 0.0311757 | Time: 2000.69 ms [2021-05-17 16:25:27 main:574] : INFO : Epoch 1769 | loss: 0.0311351 | val_loss: 0.0311774 | Time: 2009.14 ms [2021-05-17 16:25:29 main:574] : INFO : Epoch 1770 | loss: 0.0311319 | val_loss: 0.0311744 | Time: 2008.83 ms [2021-05-17 16:25:31 main:574] : INFO : Epoch 1771 | loss: 0.031132 | val_loss: 0.0311761 | Time: 2005.18 ms [2021-05-17 16:25:33 main:574] : INFO : Epoch 1772 | loss: 0.0311341 | val_loss: 0.0311743 | Time: 2012.79 ms [2021-05-17 16:25:35 main:574] : INFO : Epoch 1773 | loss: 0.0311327 | val_loss: 0.031183 | Time: 2010.12 ms [2021-05-17 16:25:37 main:574] : INFO : Epoch 1774 | loss: 0.0311328 | val_loss: 0.0311689 | Time: 2024.1 ms [2021-05-17 16:25:39 main:574] : INFO : Epoch 1775 | loss: 0.0311298 | val_loss: 0.031172 | Time: 2011 ms [2021-05-17 16:25:41 main:574] : INFO : Epoch 1776 | loss: 0.0311345 | val_loss: 0.0311691 | Time: 2009.4 ms [2021-05-17 16:25:43 main:574] : INFO : Epoch 1777 | loss: 0.0311337 | val_loss: 0.0311767 | Time: 2004.31 ms [2021-05-17 16:25:45 main:574] : INFO : Epoch 1778 | loss: 0.0311314 | val_loss: 0.0311721 | Time: 2020.64 ms [2021-05-17 16:25:47 main:574] : INFO : Epoch 1779 | loss: 0.0311333 | val_loss: 0.0311747 | Time: 2010.23 ms [2021-05-17 16:25:49 main:574] : INFO : Epoch 1780 | loss: 0.031133 | val_loss: 0.0311702 | Time: 1999.29 ms [2021-05-17 16:25:52 main:574] : INFO : Epoch 1781 | loss: 0.0311343 | val_loss: 0.0311757 | Time: 2009.53 ms [2021-05-17 16:25:54 main:574] : INFO : Epoch 1782 | loss: 0.0311347 | val_loss: 0.0311713 | Time: 2007.44 ms [2021-05-17 16:25:56 main:574] : INFO : Epoch 1783 | loss: 0.0311294 | val_loss: 0.0311689 | Time: 2007.67 ms [2021-05-17 16:25:58 main:574] : INFO : Epoch 1784 | loss: 0.0311316 | val_loss: 0.031175 | Time: 2004.69 ms [2021-05-17 16:26:00 main:574] : INFO : Epoch 1785 | loss: 0.0311374 | val_loss: 0.0311808 | Time: 2019.41 ms [2021-05-17 16:26:02 main:574] : INFO : Epoch 1786 | loss: 0.0311453 | val_loss: 0.0311746 | Time: 2001.42 ms [2021-05-17 16:26:04 main:574] : INFO : Epoch 1787 | loss: 0.0311428 | val_loss: 0.0311701 | Time: 1988.27 ms [2021-05-17 16:26:06 main:574] : INFO : Epoch 1788 | loss: 0.0311449 | val_loss: 0.0311714 | Time: 1995.08 ms [2021-05-17 16:26:08 main:574] : INFO : Epoch 1789 | loss: 0.0311438 | val_loss: 0.0311688 | Time: 2020.24 ms [2021-05-17 16:26:10 main:574] : INFO : Epoch 1790 | loss: 0.0311426 | val_loss: 0.0311741 | Time: 2014.05 ms [2021-05-17 16:26:12 main:574] : INFO : Epoch 1791 | loss: 0.0311422 | val_loss: 0.0311718 | Time: 2011.42 ms [2021-05-17 16:26:14 main:574] : INFO : Epoch 1792 | loss: 0.0311405 | val_loss: 0.0311704 | Time: 2011.34 ms [2021-05-17 16:26:17 main:574] : INFO : Epoch 1793 | loss: 0.0311397 | val_loss: 0.0311779 | Time: 2000.53 ms [2021-05-17 16:26:19 main:574] : INFO : Epoch 1794 | loss: 0.0311399 | val_loss: 0.0311741 | Time: 2003.87 ms [2021-05-17 16:26:21 main:574] : INFO : Epoch 1795 | loss: 0.0311404 | val_loss: 0.0311728 | Time: 1997.07 ms [2021-05-17 16:26:23 main:574] : INFO : Epoch 1796 | loss: 0.0311384 | val_loss: 0.0311737 | Time: 1999.85 ms [2021-05-17 16:26:25 main:574] : INFO : Epoch 1797 | loss: 0.0311358 | val_loss: 0.0311771 | Time: 2007.38 ms [2021-05-17 16:26:27 main:574] : INFO : Epoch 1798 | loss: 0.0311335 | val_loss: 0.0311724 | Time: 2004.89 ms [2021-05-17 16:26:29 main:574] : INFO : Epoch 1799 | loss: 0.0311381 | val_loss: 0.0311697 | Time: 2011.5 ms [2021-05-17 16:26:31 main:574] : INFO : Epoch 1800 | loss: 0.0311382 | val_loss: 0.0311739 | Time: 2004.55 ms [2021-05-17 16:26:33 main:574] : INFO : Epoch 1801 | loss: 0.0311349 | val_loss: 0.0311752 | Time: 2017.25 ms [2021-05-17 16:26:35 main:574] : INFO : Epoch 1802 | loss: 0.0311341 | val_loss: 0.0311687 | Time: 2020.66 ms [2021-05-17 16:26:37 main:574] : INFO : Epoch 1803 | loss: 0.0311344 | val_loss: 0.0311707 | Time: 2020.57 ms [2021-05-17 16:26:39 main:574] : INFO : Epoch 1804 | loss: 0.0311367 | val_loss: 0.0311745 | Time: 1996.38 ms [2021-05-17 16:26:42 main:574] : INFO : Epoch 1805 | loss: 0.0311329 | val_loss: 0.0311722 | Time: 2003.41 ms [2021-05-17 16:26:44 main:574] : INFO : Epoch 1806 | loss: 0.0311315 | val_loss: 0.0311669 | Time: 2006.69 ms [2021-05-17 16:26:46 main:574] : INFO : Epoch 1807 | loss: 0.0311332 | val_loss: 0.0311744 | Time: 2008.38 ms [2021-05-17 16:26:48 main:574] : INFO : Epoch 1808 | loss: 0.0311349 | val_loss: 0.031169 | Time: 2007.42 ms [2021-05-17 16:26:50 main:574] : INFO : Epoch 1809 | loss: 0.031134 | val_loss: 0.0311715 | Time: 2020.51 ms [2021-05-17 16:26:52 main:574] : INFO : Epoch 1810 | loss: 0.0311319 | val_loss: 0.0311706 | Time: 1998.92 ms [2021-05-17 16:26:54 main:574] : INFO : Epoch 1811 | loss: 0.0311298 | val_loss: 0.0311705 | Time: 2010.09 ms [2021-05-17 16:26:56 main:574] : INFO : Epoch 1812 | loss: 0.0311326 | val_loss: 0.0311669 | Time: 2003.17 ms [2021-05-17 16:26:58 main:574] : INFO : Epoch 1813 | loss: 0.0311316 | val_loss: 0.0311731 | Time: 2003.59 ms [2021-05-17 16:27:00 main:574] : INFO : Epoch 1814 | loss: 0.0311294 | val_loss: 0.0311723 | Time: 1996.4 ms [2021-05-17 16:27:02 main:574] : INFO : Epoch 1815 | loss: 0.0311295 | val_loss: 0.0311723 | Time: 2014.37 ms [2021-05-17 16:27:04 main:574] : INFO : Epoch 1816 | loss: 0.0311292 | val_loss: 0.0311701 | Time: 2005.39 ms [2021-05-17 16:27:06 main:574] : INFO : Epoch 1817 | loss: 0.03113 | val_loss: 0.031172 | Time: 2016.33 ms [2021-05-17 16:27:08 main:574] : INFO : Epoch 1818 | loss: 0.0311331 | val_loss: 0.031185 | Time: 2009.63 ms [2021-05-17 16:27:11 main:574] : INFO : Epoch 1819 | loss: 0.0311327 | val_loss: 0.0311709 | Time: 2018.04 ms [2021-05-17 16:27:13 main:574] : INFO : Epoch 1820 | loss: 0.0311274 | val_loss: 0.0311746 | Time: 2018.89 ms [2021-05-17 16:27:15 main:574] : INFO : Epoch 1821 | loss: 0.0311287 | val_loss: 0.03117 | Time: 2016.5 ms [2021-05-17 16:27:17 main:574] : INFO : Epoch 1822 | loss: 0.0311285 | val_loss: 0.0311771 | Time: 2005.74 ms [2021-05-17 16:27:19 main:574] : INFO : Epoch 1823 | loss: 0.0311265 | val_loss: 0.0311759 | Time: 2003.38 ms [2021-05-17 16:27:21 main:574] : INFO : Epoch 1824 | loss: 0.0311271 | val_loss: 0.0311731 | Time: 2002.44 ms [2021-05-17 16:27:23 main:574] : INFO : Epoch 1825 | loss: 0.0311258 | val_loss: 0.0311723 | Time: 2031.55 ms [2021-05-17 16:27:25 main:574] : INFO : Epoch 1826 | loss: 0.0311278 | val_loss: 0.0311802 | Time: 1998.28 ms [2021-05-17 16:27:27 main:574] : INFO : Epoch 1827 | loss: 0.0311308 | val_loss: 0.0311744 | Time: 2005.51 ms [2021-05-17 16:27:29 main:574] : INFO : Epoch 1828 | loss: 0.031131 | val_loss: 0.031173 | Time: 2002.6 ms [2021-05-17 16:27:31 main:574] : INFO : Epoch 1829 | loss: 0.031138 | val_loss: 0.0311675 | Time: 1989.94 ms [2021-05-17 16:27:34 main:574] : INFO : Epoch 1830 | loss: 0.0311399 | val_loss: 0.0311698 | Time: 2026.16 ms [2021-05-17 16:27:36 main:574] : INFO : Epoch 1831 | loss: 0.031133 | val_loss: 0.0311694 | Time: 2038.62 ms [2021-05-17 16:27:38 main:574] : INFO : Epoch 1832 | loss: 0.0311335 | val_loss: 0.0311781 | Time: 2007.73 ms [2021-05-17 16:27:40 main:574] : INFO : Epoch 1833 | loss: 0.0311355 | val_loss: 0.0311813 | Time: 2012.55 ms [2021-05-17 16:27:42 main:574] : INFO : Epoch 1834 | loss: 0.031137 | val_loss: 0.0311744 | Time: 2003.44 ms [2021-05-17 16:27:44 main:574] : INFO : Epoch 1835 | loss: 0.031131 | val_loss: 0.0311757 | Time: 2005.48 ms [2021-05-17 16:27:46 main:574] : INFO : Epoch 1836 | loss: 0.0311271 | val_loss: 0.0311699 | Time: 1994.51 ms [2021-05-17 16:27:48 main:574] : INFO : Epoch 1837 | loss: 0.0311264 | val_loss: 0.0311762 | Time: 2036.39 ms [2021-05-17 16:27:50 main:574] : INFO : Epoch 1838 | loss: 0.0311314 | val_loss: 0.0311722 | Time: 2024.6 ms [2021-05-17 16:27:52 main:574] : INFO : Epoch 1839 | loss: 0.0311359 | val_loss: 0.0311714 | Time: 2035.65 ms [2021-05-17 16:27:54 main:574] : INFO : Epoch 1840 | loss: 0.031135 | val_loss: 0.0311746 | Time: 2006.18 ms [2021-05-17 16:27:56 main:574] : INFO : Epoch 1841 | loss: 0.0311345 | val_loss: 0.0311695 | Time: 1998.75 ms [2021-05-17 16:27:59 main:574] : INFO : Epoch 1842 | loss: 0.0311347 | val_loss: 0.0311718 | Time: 2000.86 ms [2021-05-17 16:28:01 main:574] : INFO : Epoch 1843 | loss: 0.031131 | val_loss: 0.031172 | Time: 2020.18 ms [2021-05-17 16:28:03 main:574] : INFO : Epoch 1844 | loss: 0.0311297 | val_loss: 0.0311735 | Time: 2023.48 ms [2021-05-17 16:28:05 main:574] : INFO : Epoch 1845 | loss: 0.0311327 | val_loss: 0.0311701 | Time: 2020.57 ms [2021-05-17 16:28:07 main:574] : INFO : Epoch 1846 | loss: 0.03126 | val_loss: 0.0326464 | Time: 1992.52 ms [2021-05-17 16:28:09 main:574] : INFO : Epoch 1847 | loss: 0.0376573 | val_loss: 0.0329561 | Time: 2018.64 ms [2021-05-17 16:28:11 main:574] : INFO : Epoch 1848 | loss: 0.0321277 | val_loss: 0.0313861 | Time: 2011.75 ms [2021-05-17 16:28:13 main:574] : INFO : Epoch 1849 | loss: 0.0314315 | val_loss: 0.0312923 | Time: 2006.97 ms [2021-05-17 16:28:15 main:574] : INFO : Epoch 1850 | loss: 0.0312572 | val_loss: 0.0312395 | Time: 2002.69 ms [2021-05-17 16:28:17 main:574] : INFO : Epoch 1851 | loss: 0.0312257 | val_loss: 0.0312122 | Time: 2008.22 ms [2021-05-17 16:28:19 main:574] : INFO : Epoch 1852 | loss: 0.0312101 | val_loss: 0.0312043 | Time: 2012.84 ms [2021-05-17 16:28:22 main:574] : INFO : Epoch 1853 | loss: 0.0312056 | val_loss: 0.0312 | Time: 2029.66 ms [2021-05-17 16:28:24 main:574] : INFO : Epoch 1854 | loss: 0.0312029 | val_loss: 0.031199 | Time: 2020.47 ms [2021-05-17 16:28:26 main:574] : INFO : Epoch 1855 | loss: 0.031203 | val_loss: 0.0312009 | Time: 2031.28 ms [2021-05-17 16:28:28 main:574] : INFO : Epoch 1856 | loss: 0.0312029 | val_loss: 0.0311975 | Time: 2011.78 ms [2021-05-17 16:28:30 main:574] : INFO : Epoch 1857 | loss: 0.0312011 | val_loss: 0.0311977 | Time: 2015.89 ms [2021-05-17 16:28:32 main:574] : INFO : Epoch 1858 | loss: 0.031199 | val_loss: 0.0311949 | Time: 1999.76 ms [2021-05-17 16:28:34 main:574] : INFO : Epoch 1859 | loss: 0.0311985 | val_loss: 0.0311957 | Time: 2024.13 ms [2021-05-17 16:28:36 main:574] : INFO : Epoch 1860 | loss: 0.0311992 | val_loss: 0.031197 | Time: 2002.4 ms [2021-05-17 16:28:38 main:574] : INFO : Epoch 1861 | loss: 0.0311978 | val_loss: 0.0311962 | Time: 2034.18 ms [2021-05-17 16:28:40 main:574] : INFO : Epoch 1862 | loss: 0.031199 | val_loss: 0.0311978 | Time: 2013.05 ms [2021-05-17 16:28:42 main:574] : INFO : Epoch 1863 | loss: 0.0311984 | val_loss: 0.0311956 | Time: 2012.93 ms [2021-05-17 16:28:45 main:574] : INFO : Epoch 1864 | loss: 0.031199 | val_loss: 0.0311973 | Time: 2020.01 ms [2021-05-17 16:28:47 main:574] : INFO : Epoch 1865 | loss: 0.0311978 | val_loss: 0.0312003 | Time: 2002.97 ms [2021-05-17 16:28:49 main:574] : INFO : Epoch 1866 | loss: 0.0311987 | val_loss: 0.0311979 | Time: 2020.61 ms [2021-05-17 16:28:51 main:574] : INFO : Epoch 1867 | loss: 0.0311969 | val_loss: 0.0311931 | Time: 2023.35 ms [2021-05-17 16:28:53 main:574] : INFO : Epoch 1868 | loss: 0.0311952 | val_loss: 0.0311932 | Time: 2036.56 ms [2021-05-17 16:28:55 main:574] : INFO : Epoch 1869 | loss: 0.0311949 | val_loss: 0.0311921 | Time: 2038.19 ms [2021-05-17 16:28:57 main:574] : INFO : Epoch 1870 | loss: 0.0311947 | val_loss: 0.0311948 | Time: 2005.97 ms [2021-05-17 16:28:59 main:574] : INFO : Epoch 1871 | loss: 0.0311968 | val_loss: 0.0311932 | Time: 1996.77 ms [2021-05-17 16:29:01 main:574] : INFO : Epoch 1872 | loss: 0.0311948 | val_loss: 0.0311929 | Time: 2004.75 ms [2021-05-17 16:29:03 main:574] : INFO : Epoch 1873 | loss: 0.0311944 | val_loss: 0.0311913 | Time: 2005.16 ms [2021-05-17 16:29:05 main:574] : INFO : Epoch 1874 | loss: 0.0311933 | val_loss: 0.0311944 | Time: 2012.5 ms [2021-05-17 16:29:08 main:574] : INFO : Epoch 1875 | loss: 0.0311947 | val_loss: 0.0311951 | Time: 2008.01 ms [2021-05-17 16:29:10 main:574] : INFO : Epoch 1876 | loss: 0.0311941 | val_loss: 0.031191 | Time: 2006.03 ms [2021-05-17 16:29:12 main:574] : INFO : Epoch 1877 | loss: 0.0311924 | val_loss: 0.0311916 | Time: 2015.93 ms [2021-05-17 16:29:14 main:574] : INFO : Epoch 1878 | loss: 0.0311919 | val_loss: 0.03119 | Time: 2033.13 ms [2021-05-17 16:29:16 main:574] : INFO : Epoch 1879 | loss: 0.0311933 | val_loss: 0.0311903 | Time: 2005.66 ms [2021-05-17 16:29:18 main:574] : INFO : Epoch 1880 | loss: 0.0311923 | val_loss: 0.0311929 | Time: 2004.91 ms [2021-05-17 16:29:20 main:574] : INFO : Epoch 1881 | loss: 0.0311927 | val_loss: 0.0311899 | Time: 2011.03 ms [2021-05-17 16:29:22 main:574] : INFO : Epoch 1882 | loss: 0.0311912 | val_loss: 0.0311885 | Time: 2014.77 ms [2021-05-17 16:29:24 main:574] : INFO : Epoch 1883 | loss: 0.031191 | val_loss: 0.0311899 | Time: 2005.29 ms [2021-05-17 16:29:26 main:574] : INFO : Epoch 1884 | loss: 0.0311929 | val_loss: 0.0311887 | Time: 2003.27 ms [2021-05-17 16:29:28 main:574] : INFO : Epoch 1885 | loss: 0.0311929 | val_loss: 0.0311914 | Time: 2015.76 ms [2021-05-17 16:29:31 main:574] : INFO : Epoch 1886 | loss: 0.0311943 | val_loss: 0.0311908 | Time: 2013.93 ms [2021-05-17 16:29:33 main:574] : INFO : Epoch 1887 | loss: 0.0311949 | val_loss: 0.0311924 | Time: 2011.28 ms [2021-05-17 16:29:35 main:574] : INFO : Epoch 1888 | loss: 0.0311908 | val_loss: 0.0311882 | Time: 2014.67 ms [2021-05-17 16:29:37 main:574] : INFO : Epoch 1889 | loss: 0.0311904 | val_loss: 0.0311875 | Time: 2016.21 ms [2021-05-17 16:29:39 main:574] : INFO : Epoch 1890 | loss: 0.03119 | val_loss: 0.0311941 | Time: 2026.94 ms [2021-05-17 16:29:41 main:574] : INFO : Epoch 1891 | loss: 0.0311917 | val_loss: 0.0311873 | Time: 2023.25 ms [2021-05-17 16:29:43 main:574] : INFO : Epoch 1892 | loss: 0.0311885 | val_loss: 0.0311885 | Time: 2018.29 ms [2021-05-17 16:29:45 main:574] : INFO : Epoch 1893 | loss: 0.0311887 | val_loss: 0.0311874 | Time: 2016.82 ms [2021-05-17 16:29:47 main:574] : INFO : Epoch 1894 | loss: 0.0311886 | val_loss: 0.0311872 | Time: 2025.6 ms [2021-05-17 16:29:49 main:574] : INFO : Epoch 1895 | loss: 0.0311876 | val_loss: 0.031187 | Time: 1999.75 ms [2021-05-17 16:29:52 main:574] : INFO : Epoch 1896 | loss: 0.0311888 | val_loss: 0.0311856 | Time: 2009.05 ms [2021-05-17 16:29:54 main:574] : INFO : Epoch 1897 | loss: 0.0311865 | val_loss: 0.0311855 | Time: 2018.35 ms [2021-05-17 16:29:56 main:574] : INFO : Epoch 1898 | loss: 0.0311861 | val_loss: 0.0311882 | Time: 2002.14 ms [2021-05-17 16:29:58 main:574] : INFO : Epoch 1899 | loss: 0.0311862 | val_loss: 0.0311851 | Time: 2006.37 ms [2021-05-17 16:30:00 main:574] : INFO : Epoch 1900 | loss: 0.0311863 | val_loss: 0.0311855 | Time: 1996.9 ms [2021-05-17 16:30:02 main:574] : INFO : Epoch 1901 | loss: 0.0311852 | val_loss: 0.0311865 | Time: 2020.88 ms [2021-05-17 16:30:04 main:574] : INFO : Epoch 1902 | loss: 0.0311855 | val_loss: 0.031187 | Time: 2033.8 ms [2021-05-17 16:30:06 main:574] : INFO : Epoch 1903 | loss: 0.0311852 | val_loss: 0.0311856 | Time: 2020.27 ms [2021-05-17 16:30:08 main:574] : INFO : Epoch 1904 | loss: 0.0311844 | val_loss: 0.0311844 | Time: 2025.68 ms [2021-05-17 16:30:10 main:574] : INFO : Epoch 1905 | loss: 0.0311852 | val_loss: 0.0311889 | Time: 2026.35 ms [2021-05-17 16:30:12 main:574] : INFO : Epoch 1906 | loss: 0.0311849 | val_loss: 0.0311833 | Time: 2006.99 ms [2021-05-17 16:30:14 main:574] : INFO : Epoch 1907 | loss: 0.0311847 | val_loss: 0.031183 | Time: 1998.03 ms [2021-05-17 16:30:16 main:574] : INFO : Epoch 1908 | loss: 0.0311855 | val_loss: 0.0311826 | Time: 1997.12 ms [2021-05-17 16:30:19 main:574] : INFO : Epoch 1909 | loss: 0.0311859 | val_loss: 0.0311842 | Time: 1994.77 ms [2021-05-17 16:30:21 main:574] : INFO : Epoch 1910 | loss: 0.0311841 | val_loss: 0.0311847 | Time: 2008.5 ms [2021-05-17 16:30:23 main:574] : INFO : Epoch 1911 | loss: 0.0311865 | val_loss: 0.0311918 | Time: 2014.04 ms [2021-05-17 16:30:25 main:574] : INFO : Epoch 1912 | loss: 0.0311867 | val_loss: 0.0311862 | Time: 2006.5 ms [2021-05-17 16:30:27 main:574] : INFO : Epoch 1913 | loss: 0.0311852 | val_loss: 0.0311833 | Time: 2025.48 ms [2021-05-17 16:30:29 main:574] : INFO : Epoch 1914 | loss: 0.0311828 | val_loss: 0.0311846 | Time: 1991.08 ms [2021-05-17 16:30:31 main:574] : INFO : Epoch 1915 | loss: 0.0311831 | val_loss: 0.0311835 | Time: 2014.53 ms [2021-05-17 16:30:33 main:574] : INFO : Epoch 1916 | loss: 0.0311818 | val_loss: 0.0311815 | Time: 2020 ms [2021-05-17 16:30:35 main:574] : INFO : Epoch 1917 | loss: 0.0311818 | val_loss: 0.0311845 | Time: 2018.67 ms [2021-05-17 16:30:37 main:574] : INFO : Epoch 1918 | loss: 0.0311825 | val_loss: 0.0311828 | Time: 2011.78 ms [2021-05-17 16:30:39 main:574] : INFO : Epoch 1919 | loss: 0.0311809 | val_loss: 0.0311823 | Time: 2027.78 ms [2021-05-17 16:30:42 main:574] : INFO : Epoch 1920 | loss: 0.0311808 | val_loss: 0.0311831 | Time: 2013.84 ms [2021-05-17 16:30:44 main:574] : INFO : Epoch 1921 | loss: 0.0311814 | val_loss: 0.0311842 | Time: 2006.06 ms [2021-05-17 16:30:46 main:574] : INFO : Epoch 1922 | loss: 0.0311817 | val_loss: 0.0311853 | Time: 2004.9 ms [2021-05-17 16:30:48 main:574] : INFO : Epoch 1923 | loss: 0.0311803 | val_loss: 0.0311823 | Time: 2019.52 ms [2021-05-17 16:30:50 main:574] : INFO : Epoch 1924 | loss: 0.0311798 | val_loss: 0.0311829 | Time: 2013.16 ms [2021-05-17 16:30:52 main:574] : INFO : Epoch 1925 | loss: 0.0311796 | val_loss: 0.0311825 | Time: 2010.7 ms [2021-05-17 16:30:54 main:574] : INFO : Epoch 1926 | loss: 0.0311787 | val_loss: 0.0311825 | Time: 2010.02 ms [2021-05-17 16:30:56 main:574] : INFO : Epoch 1927 | loss: 0.0311768 | val_loss: 0.0311778 | Time: 1997.82 ms [2021-05-17 16:30:58 main:574] : INFO : Epoch 1928 | loss: 0.0311762 | val_loss: 0.0311772 | Time: 2011.69 ms [2021-05-17 16:31:00 main:574] : INFO : Epoch 1929 | loss: 0.0311717 | val_loss: 0.0311758 | Time: 2015.33 ms [2021-05-17 16:31:02 main:574] : INFO : Epoch 1930 | loss: 0.0311705 | val_loss: 0.0311769 | Time: 1997.78 ms [2021-05-17 16:31:04 main:574] : INFO : Epoch 1931 | loss: 0.0311728 | val_loss: 0.0311726 | Time: 1993.99 ms [2021-05-17 16:31:07 main:574] : INFO : Epoch 1932 | loss: 0.0311685 | val_loss: 0.0311727 | Time: 2009.83 ms [2021-05-17 16:31:09 main:574] : INFO : Epoch 1933 | loss: 0.0311675 | val_loss: 0.0311707 | Time: 2017.71 ms [2021-05-17 16:31:11 main:574] : INFO : Epoch 1934 | loss: 0.0311709 | val_loss: 0.0311784 | Time: 2024.61 ms [2021-05-17 16:31:13 main:574] : INFO : Epoch 1935 | loss: 0.0311736 | val_loss: 0.0311702 | Time: 2035.82 ms [2021-05-17 16:31:15 main:574] : INFO : Epoch 1936 | loss: 0.0311691 | val_loss: 0.0311696 | Time: 2011.72 ms [2021-05-17 16:31:17 main:574] : INFO : Epoch 1937 | loss: 0.0311696 | val_loss: 0.0311746 | Time: 2015.85 ms [2021-05-17 16:31:19 main:574] : INFO : Epoch 1938 | loss: 0.0311701 | val_loss: 0.0311685 | Time: 2045.55 ms [2021-05-17 16:31:21 main:574] : INFO : Epoch 1939 | loss: 0.031169 | val_loss: 0.0311677 | Time: 2016.38 ms [2021-05-17 16:31:23 main:574] : INFO : Epoch 1940 | loss: 0.0311661 | val_loss: 0.0311694 | Time: 2013.17 ms [2021-05-17 16:31:25 main:574] : INFO : Epoch 1941 | loss: 0.0311654 | val_loss: 0.0311692 | Time: 2032.09 ms [2021-05-17 16:31:28 main:574] : INFO : Epoch 1942 | loss: 0.0311651 | val_loss: 0.031169 | Time: 2004.55 ms [2021-05-17 16:31:30 main:574] : INFO : Epoch 1943 | loss: 0.0311647 | val_loss: 0.031169 | Time: 2005.01 ms [2021-05-17 16:31:32 main:574] : INFO : Epoch 1944 | loss: 0.0311645 | val_loss: 0.0311692 | Time: 1999.53 ms [2021-05-17 16:31:34 main:574] : INFO : Epoch 1945 | loss: 0.0311647 | val_loss: 0.0311675 | Time: 2003.55 ms [2021-05-17 16:31:36 main:574] : INFO : Epoch 1946 | loss: 0.031164 | val_loss: 0.0311725 | Time: 1995.01 ms [2021-05-17 16:31:38 main:574] : INFO : Epoch 1947 | loss: 0.0311711 | val_loss: 0.0311776 | Time: 2013.61 ms [2021-05-17 16:31:40 main:574] : INFO : Epoch 1948 | loss: 0.0311672 | val_loss: 0.0311721 | Time: 2012.14 ms [2021-05-17 16:31:42 main:574] : INFO : Epoch 1949 | loss: 0.0311648 | val_loss: 0.0311702 | Time: 2004.36 ms [2021-05-17 16:31:44 main:574] : INFO : Epoch 1950 | loss: 0.0311636 | val_loss: 0.0311698 | Time: 1994.28 ms [2021-05-17 16:31:46 main:574] : INFO : Epoch 1951 | loss: 0.031162 | val_loss: 0.0311707 | Time: 2010.17 ms [2021-05-17 16:31:48 main:574] : INFO : Epoch 1952 | loss: 0.031163 | val_loss: 0.0311674 | Time: 1996.03 ms [2021-05-17 16:31:50 main:574] : INFO : Epoch 1953 | loss: 0.0311631 | val_loss: 0.0311733 | Time: 1988.85 ms [2021-05-17 16:31:52 main:574] : INFO : Epoch 1954 | loss: 0.0311627 | val_loss: 0.0311674 | Time: 2005.78 ms [2021-05-17 16:31:55 main:574] : INFO : Epoch 1955 | loss: 0.0311622 | val_loss: 0.0311682 | Time: 2009.27 ms [2021-05-17 16:31:57 main:574] : INFO : Epoch 1956 | loss: 0.0311636 | val_loss: 0.0311818 | Time: 2005.51 ms [2021-05-17 16:31:59 main:574] : INFO : Epoch 1957 | loss: 0.0311709 | val_loss: 0.0311684 | Time: 2013.19 ms [2021-05-17 16:32:01 main:574] : INFO : Epoch 1958 | loss: 0.0311628 | val_loss: 0.0311666 | Time: 2012.86 ms [2021-05-17 16:32:03 main:574] : INFO : Epoch 1959 | loss: 0.0311622 | val_loss: 0.031166 | Time: 2020.62 ms [2021-05-17 16:32:05 main:574] : INFO : Epoch 1960 | loss: 0.0311618 | val_loss: 0.0311667 | Time: 2017.56 ms [2021-05-17 16:32:07 main:574] : INFO : Epoch 1961 | loss: 0.031163 | val_loss: 0.0311664 | Time: 2001.72 ms [2021-05-17 16:32:09 main:574] : INFO : Epoch 1962 | loss: 0.0311612 | val_loss: 0.0311672 | Time: 2019.17 ms [2021-05-17 16:32:11 main:574] : INFO : Epoch 1963 | loss: 0.031161 | val_loss: 0.0311668 | Time: 2024.48 ms [2021-05-17 16:32:13 main:574] : INFO : Epoch 1964 | loss: 0.0311631 | val_loss: 0.0311712 | Time: 2014.57 ms [2021-05-17 16:32:16 main:574] : INFO : Epoch 1965 | loss: 0.0311619 | val_loss: 0.031168 | Time: 2009.03 ms [2021-05-17 16:32:18 main:574] : INFO : Epoch 1966 | loss: 0.0311606 | val_loss: 0.0311672 | Time: 1998.4 ms [2021-05-17 16:32:20 main:574] : INFO : Epoch 1967 | loss: 0.0311636 | val_loss: 0.0311687 | Time: 2009.66 ms [2021-05-17 16:32:22 main:574] : INFO : Epoch 1968 | loss: 0.0311613 | val_loss: 0.0311673 | Time: 2038.9 ms [2021-05-17 16:32:24 main:574] : INFO : Epoch 1969 | loss: 0.031162 | val_loss: 0.0311701 | Time: 2012.75 ms [2021-05-17 16:32:26 main:574] : INFO : Epoch 1970 | loss: 0.0311599 | val_loss: 0.0311674 | Time: 2006.02 ms [2021-05-17 16:32:28 main:574] : INFO : Epoch 1971 | loss: 0.0311613 | val_loss: 0.0311684 | Time: 2001.73 ms [2021-05-17 16:32:30 main:574] : INFO : Epoch 1972 | loss: 0.0311612 | val_loss: 0.0311707 | Time: 2009.29 ms [2021-05-17 16:32:32 main:574] : INFO : Epoch 1973 | loss: 0.0311599 | val_loss: 0.0311699 | Time: 2000.35 ms [2021-05-17 16:32:34 main:574] : INFO : Epoch 1974 | loss: 0.03116 | val_loss: 0.0311686 | Time: 1996.04 ms [2021-05-17 16:32:36 main:574] : INFO : Epoch 1975 | loss: 0.0311591 | val_loss: 0.0311717 | Time: 1994.35 ms [2021-05-17 16:32:38 main:574] : INFO : Epoch 1976 | loss: 0.0311602 | val_loss: 0.03117 | Time: 2009.64 ms [2021-05-17 16:32:41 main:574] : INFO : Epoch 1977 | loss: 0.0311605 | val_loss: 0.0311703 | Time: 2015.5 ms [2021-05-17 16:32:43 main:574] : INFO : Epoch 1978 | loss: 0.0311606 | val_loss: 0.0311736 | Time: 2006.08 ms [2021-05-17 16:32:45 main:574] : INFO : Epoch 1979 | loss: 0.0311597 | val_loss: 0.0311681 | Time: 2010.74 ms [2021-05-17 16:32:47 main:574] : INFO : Epoch 1980 | loss: 0.0311585 | val_loss: 0.0311742 | Time: 2010.75 ms [2021-05-17 16:32:49 main:574] : INFO : Epoch 1981 | loss: 0.0311581 | val_loss: 0.0311685 | Time: 2013.56 ms [2021-05-17 16:32:51 main:574] : INFO : Epoch 1982 | loss: 0.0311615 | val_loss: 0.0311689 | Time: 2017.65 ms [2021-05-17 16:32:53 main:574] : INFO : Epoch 1983 | loss: 0.0311593 | val_loss: 0.0311668 | Time: 2011.69 ms [2021-05-17 16:32:55 main:574] : INFO : Epoch 1984 | loss: 0.0311573 | val_loss: 0.0311689 | Time: 1999.63 ms [2021-05-17 16:32:57 main:574] : INFO : Epoch 1985 | loss: 0.0311623 | val_loss: 0.0311707 | Time: 2011.15 ms [2021-05-17 16:32:59 main:574] : INFO : Epoch 1986 | loss: 0.0311626 | val_loss: 0.0311692 | Time: 2014.62 ms [2021-05-17 16:33:01 main:574] : INFO : Epoch 1987 | loss: 0.031162 | val_loss: 0.0311695 | Time: 2015.08 ms [2021-05-17 16:33:03 main:574] : INFO : Epoch 1988 | loss: 0.031159 | val_loss: 0.0311657 | Time: 2014.79 ms [2021-05-17 16:33:06 main:574] : INFO : Epoch 1989 | loss: 0.0311582 | val_loss: 0.031168 | Time: 2016.5 ms [2021-05-17 16:33:08 main:574] : INFO : Epoch 1990 | loss: 0.0311578 | val_loss: 0.031167 | Time: 1991.84 ms [2021-05-17 16:33:10 main:574] : INFO : Epoch 1991 | loss: 0.0311567 | val_loss: 0.0311684 | Time: 2017.46 ms [2021-05-17 16:33:12 main:574] : INFO : Epoch 1992 | loss: 0.0311572 | val_loss: 0.0311669 | Time: 2007.43 ms [2021-05-17 16:33:14 main:574] : INFO : Epoch 1993 | loss: 0.0311572 | val_loss: 0.031168 | Time: 1989.5 ms [2021-05-17 16:33:16 main:574] : INFO : Epoch 1994 | loss: 0.0311598 | val_loss: 0.0311728 | Time: 1998.82 ms [2021-05-17 16:33:18 main:574] : INFO : Epoch 1995 | loss: 0.031163 | val_loss: 0.0311676 | Time: 2007.05 ms [2021-05-17 16:33:20 main:574] : INFO : Epoch 1996 | loss: 0.0311573 | val_loss: 0.0311655 | Time: 1994.25 ms [2021-05-17 16:33:22 main:574] : INFO : Epoch 1997 | loss: 0.0311562 | val_loss: 0.0311652 | Time: 2004.87 ms [2021-05-17 16:33:24 main:574] : INFO : Epoch 1998 | loss: 0.0311577 | val_loss: 0.0311676 | Time: 2018.72 ms [2021-05-17 16:33:26 main:574] : INFO : Epoch 1999 | loss: 0.0311602 | val_loss: 0.0311757 | Time: 2023.86 ms [2021-05-17 16:33:28 main:574] : INFO : Epoch 2000 | loss: 0.0311622 | val_loss: 0.0311666 | Time: 1997.53 ms [2021-05-17 16:33:31 main:574] : INFO : Epoch 2001 | loss: 0.0311598 | val_loss: 0.0311651 | Time: 2029.45 ms [2021-05-17 16:33:33 main:574] : INFO : Epoch 2002 | loss: 0.0311563 | val_loss: 0.0311633 | Time: 1988.13 ms [2021-05-17 16:33:35 main:574] : INFO : Epoch 2003 | loss: 0.0311558 | val_loss: 0.0311653 | Time: 2000.89 ms [2021-05-17 16:33:37 main:574] : INFO : Epoch 2004 | loss: 0.031155 | val_loss: 0.0311644 | Time: 2020.6 ms [2021-05-17 16:33:39 main:574] : INFO : Epoch 2005 | loss: 0.031154 | val_loss: 0.0311653 | Time: 2016.28 ms [2021-05-17 16:33:41 main:574] : INFO : Epoch 2006 | loss: 0.0311551 | val_loss: 0.0311664 | Time: 2002.16 ms [2021-05-17 16:33:43 main:574] : INFO : Epoch 2007 | loss: 0.0311552 | val_loss: 0.0311652 | Time: 2031.03 ms [2021-05-17 16:33:45 main:574] : INFO : Epoch 2008 | loss: 0.0311592 | val_loss: 0.0311633 | Time: 2018.64 ms [2021-05-17 16:33:47 main:574] : INFO : Epoch 2009 | loss: 0.0311578 | val_loss: 0.0311632 | Time: 1994.02 ms [2021-05-17 16:33:49 main:574] : INFO : Epoch 2010 | loss: 0.0311546 | val_loss: 0.0311636 | Time: 2008.8 ms [2021-05-17 16:33:51 main:574] : INFO : Epoch 2011 | loss: 0.0311597 | val_loss: 0.0311715 | Time: 2000.89 ms [2021-05-17 16:33:53 main:574] : INFO : Epoch 2012 | loss: 0.0311585 | val_loss: 0.0311629 | Time: 2000.63 ms [2021-05-17 16:33:56 main:574] : INFO : Epoch 2013 | loss: 0.0311551 | val_loss: 0.0311624 | Time: 2000.56 ms [2021-05-17 16:33:58 main:574] : INFO : Epoch 2014 | loss: 0.031153 | val_loss: 0.0311642 | Time: 2004.41 ms [2021-05-17 16:34:00 main:574] : INFO : Epoch 2015 | loss: 0.0311534 | val_loss: 0.03117 | Time: 2018.44 ms [2021-05-17 16:34:02 main:574] : INFO : Epoch 2016 | loss: 0.0311552 | val_loss: 0.0311651 | Time: 2011.47 ms [2021-05-17 16:34:04 main:574] : INFO : Epoch 2017 | loss: 0.0311556 | val_loss: 0.0311661 | Time: 2007.48 ms [2021-05-17 16:34:06 main:574] : INFO : Epoch 2018 | loss: 0.0311561 | val_loss: 0.0311653 | Time: 2016.67 ms [2021-05-17 16:34:08 main:574] : INFO : Epoch 2019 | loss: 0.0311557 | val_loss: 0.0311662 | Time: 2006.81 ms [2021-05-17 16:34:10 main:574] : INFO : Epoch 2020 | loss: 0.0311539 | val_loss: 0.0311629 | Time: 1997.27 ms [2021-05-17 16:34:12 main:574] : INFO : Epoch 2021 | loss: 0.0311525 | val_loss: 0.0311625 | Time: 2010.96 ms [2021-05-17 16:34:14 main:574] : INFO : Epoch 2022 | loss: 0.0311522 | val_loss: 0.0311646 | Time: 2018.65 ms [2021-05-17 16:34:16 main:574] : INFO : Epoch 2023 | loss: 0.0311565 | val_loss: 0.0311743 | Time: 2004.92 ms [2021-05-17 16:34:18 main:574] : INFO : Epoch 2024 | loss: 0.0311558 | val_loss: 0.0311628 | Time: 2016.25 ms [2021-05-17 16:34:20 main:574] : INFO : Epoch 2025 | loss: 0.0311577 | val_loss: 0.0311756 | Time: 1997.58 ms [2021-05-17 16:34:23 main:574] : INFO : Epoch 2026 | loss: 0.0311606 | val_loss: 0.0311667 | Time: 2020.67 ms [2021-05-17 16:34:25 main:574] : INFO : Epoch 2027 | loss: 0.0311582 | val_loss: 0.0311683 | Time: 2006.25 ms [2021-05-17 16:34:27 main:574] : INFO : Epoch 2028 | loss: 0.0311636 | val_loss: 0.031172 | Time: 2029.45 ms [2021-05-17 16:34:29 main:574] : INFO : Epoch 2029 | loss: 0.0311627 | val_loss: 0.0311689 | Time: 1996.21 ms [2021-05-17 16:34:31 main:574] : INFO : Epoch 2030 | loss: 0.0311574 | val_loss: 0.031171 | Time: 2039.96 ms [2021-05-17 16:34:33 main:574] : INFO : Epoch 2031 | loss: 0.0311597 | val_loss: 0.031165 | Time: 2010.33 ms [2021-05-17 16:34:35 main:574] : INFO : Epoch 2032 | loss: 0.0311571 | val_loss: 0.0311668 | Time: 2023.61 ms [2021-05-17 16:34:37 main:574] : INFO : Epoch 2033 | loss: 0.0311587 | val_loss: 0.0311683 | Time: 2028.02 ms [2021-05-17 16:34:39 main:574] : INFO : Epoch 2034 | loss: 0.0311565 | val_loss: 0.0311642 | Time: 2017.79 ms [2021-05-17 16:34:41 main:574] : INFO : Epoch 2035 | loss: 0.0311557 | val_loss: 0.0311649 | Time: 2026.7 ms [2021-05-17 16:34:44 main:574] : INFO : Epoch 2036 | loss: 0.0311567 | val_loss: 0.0311665 | Time: 2111.05 ms [2021-05-17 16:34:46 main:574] : INFO : Epoch 2037 | loss: 0.0311569 | val_loss: 0.0311673 | Time: 1998.36 ms [2021-05-17 16:34:48 main:574] : INFO : Epoch 2038 | loss: 0.0311565 | val_loss: 0.0311672 | Time: 2034.42 ms [2021-05-17 16:34:50 main:574] : INFO : Epoch 2039 | loss: 0.0311566 | val_loss: 0.0311672 | Time: 1998.1 ms [2021-05-17 16:34:52 main:574] : INFO : Epoch 2040 | loss: 0.0311576 | val_loss: 0.0311733 | Time: 2000.96 ms [2021-05-17 16:34:54 main:574] : INFO : Epoch 2041 | loss: 0.0311565 | val_loss: 0.0311698 | Time: 2030.96 ms [2021-05-17 16:34:56 main:574] : INFO : Epoch 2042 | loss: 0.0311579 | val_loss: 0.0311694 | Time: 2012.37 ms [2021-05-17 16:34:58 main:574] : INFO : Epoch 2043 | loss: 0.0311569 | val_loss: 0.0311652 | Time: 2010.7 ms [2021-05-17 16:35:00 main:574] : INFO : Epoch 2044 | loss: 0.0311609 | val_loss: 0.0311685 | Time: 2010.68 ms [2021-05-17 16:35:02 main:574] : INFO : Epoch 2045 | loss: 0.0311639 | val_loss: 0.0311666 | Time: 2007.93 ms [2021-05-17 16:35:04 main:574] : INFO : Epoch 2046 | loss: 0.0311613 | val_loss: 0.0311684 | Time: 2023.34 ms [2021-05-17 16:35:07 main:574] : INFO : Epoch 2047 | loss: 0.0311595 | val_loss: 0.0311648 | Time: 2252.68 ms [2021-05-17 16:35:09 main:574] : INFO : Epoch 2048 | loss: 0.0311579 | val_loss: 0.0311657 | Time: 2064.62 ms [2021-05-17 16:35:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311657 [2021-05-17 16:35:09 main:603] : INFO : Saving end state to config to file [2021-05-17 16:35:09 main:608] : INFO : Success, exiting.. 16:35:09 (10644): 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)