Task 3362109
| Name | ParityModified-1608176505-20909-1_0 |
| Workunit | 1622094 |
| Created | 19 Dec 2020, 22:54:23 UTC |
| Sent | 20 Dec 2020, 18:24:41 UTC |
| Report deadline | 27 Dec 2020, 18:24:41 UTC |
| Received | 21 Dec 2020, 8:14:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 1 hours 8 min 42 sec |
| CPU time | 1 hours 8 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> 1] : INFO : Epoch 1538 | loss: 0.0310086 | val_loss: 0.0312521 | Time: 2012.16 ms [2020-12-21 01:56:30 main:581] : INFO : Epoch 1539 | loss: 0.0309977 | val_loss: 0.0312795 | Time: 2013.63 ms [2020-12-21 01:56:32 main:581] : INFO : Epoch 1540 | loss: 0.0309685 | val_loss: 0.0312938 | Time: 2004.9 ms [2020-12-21 01:56:34 main:581] : INFO : Epoch 1541 | loss: 0.0309601 | val_loss: 0.0312926 | Time: 2011.65 ms [2020-12-21 01:56:36 main:581] : INFO : Epoch 1542 | loss: 0.0309634 | val_loss: 0.0312692 | Time: 2011.54 ms [2020-12-21 01:56:38 main:581] : INFO : Epoch 1543 | loss: 0.0309622 | val_loss: 0.0312884 | Time: 2012.39 ms [2020-12-21 01:56:40 main:581] : INFO : Epoch 1544 | loss: 0.0309674 | val_loss: 0.0312916 | Time: 2012.66 ms [2020-12-21 01:56:42 main:581] : INFO : Epoch 1545 | loss: 0.0309758 | val_loss: 0.03128 | Time: 2007.85 ms [2020-12-21 01:56:44 main:581] : INFO : Epoch 1546 | loss: 0.0309764 | val_loss: 0.0312951 | Time: 2015.64 ms [2020-12-21 01:56:46 main:581] : INFO : Epoch 1547 | loss: 0.0309553 | val_loss: 0.0312989 | Time: 2012.28 ms [2020-12-21 01:56:49 main:581] : INFO : Epoch 1548 | loss: 0.030956 | val_loss: 0.0312991 | Time: 2022.19 ms [2020-12-21 01:56:51 main:581] : INFO : Epoch 1549 | loss: 0.0309641 | val_loss: 0.0312994 | Time: 2013.47 ms [2020-12-21 01:56:53 main:581] : INFO : Epoch 1550 | loss: 0.0309614 | val_loss: 0.0313214 | Time: 2012.13 ms [2020-12-21 01:56:55 main:581] : INFO : Epoch 1551 | loss: 0.030961 | val_loss: 0.0312881 | Time: 2013.79 ms [2020-12-21 01:56:57 main:581] : INFO : Epoch 1552 | loss: 0.0309653 | val_loss: 0.0312551 | Time: 2008.1 ms [2020-12-21 01:56:59 main:581] : INFO : Epoch 1553 | loss: 0.0309623 | val_loss: 0.0313051 | Time: 2018.6 ms [2020-12-21 01:57:01 main:581] : INFO : Epoch 1554 | loss: 0.0309655 | val_loss: 0.0312973 | Time: 2013.16 ms [2020-12-21 01:57:03 main:581] : INFO : Epoch 1555 | loss: 0.0309671 | val_loss: 0.0312772 | Time: 2009.65 ms [2020-12-21 01:57:05 main:581] : INFO : Epoch 1556 | loss: 0.0309686 | val_loss: 0.031302 | Time: 2011.15 ms [2020-12-21 01:57:07 main:581] : INFO : Epoch 1557 | loss: 0.0309752 | val_loss: 0.0313054 | Time: 2012.87 ms [2020-12-21 01:57:09 main:581] : INFO : Epoch 1558 | loss: 0.0309715 | val_loss: 0.031274 | Time: 2018.05 ms [2020-12-21 01:57:11 main:581] : INFO : Epoch 1559 | loss: 0.0309628 | val_loss: 0.0312939 | Time: 2009.98 ms [2020-12-21 01:57:13 main:581] : INFO : Epoch 1560 | loss: 0.030956 | val_loss: 0.0312812 | Time: 2008.9 ms [2020-12-21 01:57:15 main:581] : INFO : Epoch 1561 | loss: 0.0309546 | val_loss: 0.0313216 | Time: 2014.49 ms [2020-12-21 01:57:17 main:581] : INFO : Epoch 1562 | loss: 0.030971 | val_loss: 0.0312933 | Time: 2015.28 ms [2020-12-21 01:57:19 main:581] : INFO : Epoch 1563 | loss: 0.0309638 | val_loss: 0.0313029 | Time: 2014.77 ms [2020-12-21 01:57:21 main:581] : INFO : Epoch 1564 | loss: 0.0309593 | val_loss: 0.0312848 | Time: 2014.61 ms [2020-12-21 01:57:23 main:581] : INFO : Epoch 1565 | loss: 0.0309609 | val_loss: 0.0312863 | Time: 2018.31 ms [2020-12-21 01:57:25 main:581] : INFO : Epoch 1566 | loss: 0.0309726 | val_loss: 0.0312553 | Time: 2005.58 ms [2020-12-21 01:57:27 main:581] : INFO : Epoch 1567 | loss: 0.0309913 | val_loss: 0.0312852 | Time: 2012.61 ms [2020-12-21 01:57:29 main:581] : INFO : Epoch 1568 | loss: 0.030976 | val_loss: 0.0312948 | Time: 2015.47 ms [2020-12-21 01:57:31 main:581] : INFO : Epoch 1569 | loss: 0.0309596 | val_loss: 0.031285 | Time: 2012.36 ms [2020-12-21 01:57:33 main:581] : INFO : Epoch 1570 | loss: 0.0309698 | val_loss: 0.0312494 | Time: 2015.43 ms [2020-12-21 01:57:35 main:581] : INFO : Epoch 1571 | loss: 0.0309875 | val_loss: 0.0313014 | Time: 2008.61 ms [2020-12-21 01:57:37 main:581] : INFO : Epoch 1572 | loss: 0.0309703 | val_loss: 0.0312777 | Time: 2011.23 ms [2020-12-21 01:57:39 main:581] : INFO : Epoch 1573 | loss: 0.030975 | val_loss: 0.031305 | Time: 2013.08 ms [2020-12-21 01:57:41 main:581] : INFO : Epoch 1574 | loss: 0.0309767 | val_loss: 0.0313056 | Time: 2015.75 ms [2020-12-21 01:57:43 main:581] : INFO : Epoch 1575 | loss: 0.030977 | val_loss: 0.0313341 | Time: 2011.58 ms [2020-12-21 01:57:45 main:581] : INFO : Epoch 1576 | loss: 0.0309569 | val_loss: 0.0312986 | Time: 2010.82 ms [2020-12-21 01:57:47 main:581] : INFO : Epoch 1577 | loss: 0.0309533 | val_loss: 0.0313267 | Time: 2014.3 ms [2020-12-21 01:57:49 main:581] : INFO : Epoch 1578 | loss: 0.0309524 | val_loss: 0.0312736 | Time: 2014.39 ms [2020-12-21 01:57:51 main:581] : INFO : Epoch 1579 | loss: 0.0309609 | val_loss: 0.0312884 | Time: 2020.01 ms [2020-12-21 01:57:53 main:581] : INFO : Epoch 1580 | loss: 0.0309589 | val_loss: 0.0313039 | Time: 2016.12 ms [2020-12-21 01:57:55 main:581] : INFO : Epoch 1581 | loss: 0.0309733 | val_loss: 0.0312778 | Time: 2004.45 ms [2020-12-21 01:57:57 main:581] : INFO : Epoch 1582 | loss: 0.0309773 | val_loss: 0.0312702 | Time: 2009.59 ms [2020-12-21 01:57:59 main:581] : INFO : Epoch 1583 | loss: 0.0309727 | val_loss: 0.0312684 | Time: 2017.84 ms [2020-12-21 01:58:01 main:581] : INFO : Epoch 1584 | loss: 0.0309694 | val_loss: 0.03131 | Time: 2011.25 ms [2020-12-21 01:58:03 main:581] : INFO : Epoch 1585 | loss: 0.0309597 | val_loss: 0.0313073 | Time: 2020.59 ms [2020-12-21 01:58:05 main:581] : INFO : Epoch 1586 | loss: 0.0309579 | val_loss: 0.0313096 | Time: 2014.77 ms [2020-12-21 01:58:07 main:581] : INFO : Epoch 1587 | loss: 0.0309844 | val_loss: 0.0312854 | Time: 2013.21 ms [2020-12-21 01:58:09 main:581] : INFO : Epoch 1588 | loss: 0.0309779 | val_loss: 0.0312716 | Time: 2008.01 ms [2020-12-21 01:58:11 main:581] : INFO : Epoch 1589 | loss: 0.0309617 | val_loss: 0.0312956 | Time: 2011.36 ms [2020-12-21 01:58:13 main:581] : INFO : Epoch 1590 | loss: 0.0309563 | val_loss: 0.0312957 | Time: 2011.75 ms [2020-12-21 01:58:15 main:581] : INFO : Epoch 1591 | loss: 0.0309663 | val_loss: 0.0312789 | Time: 2007.28 ms [2020-12-21 01:58:17 main:581] : INFO : Epoch 1592 | loss: 0.0309752 | val_loss: 0.0312748 | Time: 2018.83 ms [2020-12-21 01:58:19 main:581] : INFO : Epoch 1593 | loss: 0.0309678 | val_loss: 0.031299 | Time: 2014.58 ms [2020-12-21 01:58:21 main:581] : INFO : Epoch 1594 | loss: 0.030965 | val_loss: 0.0312933 | Time: 2002.34 ms [2020-12-21 01:58:23 main:581] : INFO : Epoch 1595 | loss: 0.0309627 | val_loss: 0.0313033 | Time: 2001.75 ms [2020-12-21 01:58:25 main:581] : INFO : Epoch 1596 | loss: 0.0309632 | val_loss: 0.0313137 | Time: 2019.24 ms [2020-12-21 01:58:27 main:581] : INFO : Epoch 1597 | loss: 0.0309576 | val_loss: 0.0312806 | Time: 2014.74 ms [2020-12-21 01:58:29 main:581] : INFO : Epoch 1598 | loss: 0.0309579 | val_loss: 0.0313124 | Time: 2011.76 ms [2020-12-21 01:58:31 main:581] : INFO : Epoch 1599 | loss: 0.0309498 | val_loss: 0.0312878 | Time: 2014.01 ms [2020-12-21 01:58:33 main:581] : INFO : Epoch 1600 | loss: 0.0309615 | val_loss: 0.031321 | Time: 2009.3 ms [2020-12-21 01:58:35 main:581] : INFO : Epoch 1601 | loss: 0.0309686 | val_loss: 0.0312901 | Time: 2006.51 ms [2020-12-21 01:58:37 main:581] : INFO : Epoch 1602 | loss: 0.0309631 | val_loss: 0.0312541 | Time: 2013.63 ms [2020-12-21 01:58:39 main:581] : INFO : Epoch 1603 | loss: 0.0309729 | val_loss: 0.0312823 | Time: 2015.19 ms [2020-12-21 01:58:41 main:581] : INFO : Epoch 1604 | loss: 0.0309647 | val_loss: 0.0313248 | Time: 2017.29 ms [2020-12-21 01:58:43 main:581] : INFO : Epoch 1605 | loss: 0.030957 | val_loss: 0.0313049 | Time: 2006.53 ms [2020-12-21 01:58:45 main:581] : INFO : Epoch 1606 | loss: 0.030971 | val_loss: 0.0312666 | Time: 2004.57 ms [2020-12-21 01:58:47 main:581] : INFO : Epoch 1607 | loss: 0.0309681 | val_loss: 0.0312929 | Time: 2013.51 ms [2020-12-21 01:58:49 main:581] : INFO : Epoch 1608 | loss: 0.0309833 | val_loss: 0.0312962 | Time: 2005.15 ms [2020-12-21 01:58:51 main:581] : INFO : Epoch 1609 | loss: 0.0309745 | val_loss: 0.0312862 | Time: 2012.73 ms [2020-12-21 01:58:53 main:581] : INFO : Epoch 1610 | loss: 0.0309583 | val_loss: 0.0313041 | Time: 2013.3 ms [2020-12-21 01:58:55 main:581] : INFO : Epoch 1611 | loss: 0.030963 | val_loss: 0.0312818 | Time: 2016.1 ms [2020-12-21 01:58:57 main:581] : INFO : Epoch 1612 | loss: 0.0309599 | val_loss: 0.0313318 | Time: 2007.27 ms [2020-12-21 01:58:59 main:581] : INFO : Epoch 1613 | loss: 0.0309606 | val_loss: 0.0312991 | Time: 2006.06 ms [2020-12-21 01:59:01 main:581] : INFO : Epoch 1614 | loss: 0.030965 | val_loss: 0.0312898 | Time: 2010.98 ms [2020-12-21 01:59:03 main:581] : INFO : Epoch 1615 | loss: 0.0309644 | val_loss: 0.0312806 | Time: 2014.43 ms [2020-12-21 01:59:05 main:581] : INFO : Epoch 1616 | loss: 0.0309771 | val_loss: 0.0312831 | Time: 2013.31 ms [2020-12-21 01:59:07 main:581] : INFO : Epoch 1617 | loss: 0.030962 | val_loss: 0.0313055 | Time: 2020.02 ms [2020-12-21 01:59:09 main:581] : INFO : Epoch 1618 | loss: 0.0309579 | val_loss: 0.0312983 | Time: 2006.54 ms [2020-12-21 01:59:11 main:581] : INFO : Epoch 1619 | loss: 0.0309581 | val_loss: 0.0313022 | Time: 2013.37 ms [2020-12-21 01:59:13 main:581] : INFO : Epoch 1620 | loss: 0.0309807 | val_loss: 0.0313044 | Time: 2012.11 ms [2020-12-21 01:59:15 main:581] : INFO : Epoch 1621 | loss: 0.0309785 | val_loss: 0.0312919 | Time: 2013.62 ms [2020-12-21 01:59:17 main:581] : INFO : Epoch 1622 | loss: 0.0309914 | val_loss: 0.0312601 | Time: 2012.52 ms [2020-12-21 01:59:19 main:581] : INFO : Epoch 1623 | loss: 0.0309854 | val_loss: 0.0312908 | Time: 2016.3 ms [2020-12-21 01:59:21 main:581] : INFO : Epoch 1624 | loss: 0.0309695 | val_loss: 0.0313013 | Time: 2010.23 ms [2020-12-21 01:59:24 main:581] : INFO : Epoch 1625 | loss: 0.0309751 | val_loss: 0.0312826 | Time: 2021.76 ms [2020-12-21 01:59:26 main:581] : INFO : Epoch 1626 | loss: 0.0309621 | val_loss: 0.0312825 | Time: 2016.83 ms [2020-12-21 01:59:28 main:581] : INFO : Epoch 1627 | loss: 0.0309626 | val_loss: 0.0313052 | Time: 2017.97 ms [2020-12-21 01:59:30 main:581] : INFO : Epoch 1628 | loss: 0.0309723 | val_loss: 0.0312866 | Time: 2006.45 ms [2020-12-21 01:59:32 main:581] : INFO : Epoch 1629 | loss: 0.0309644 | val_loss: 0.0312941 | Time: 2015.93 ms [2020-12-21 01:59:34 main:581] : INFO : Epoch 1630 | loss: 0.0309663 | val_loss: 0.0313099 | Time: 2014.19 ms [2020-12-21 01:59:36 main:581] : INFO : Epoch 1631 | loss: 0.0309535 | val_loss: 0.0313132 | Time: 2009.55 ms [2020-12-21 01:59:38 main:581] : INFO : Epoch 1632 | loss: 0.030955 | val_loss: 0.0312993 | Time: 2012.26 ms [2020-12-21 01:59:40 main:581] : INFO : Epoch 1633 | loss: 0.0309696 | val_loss: 0.0312933 | Time: 2014.43 ms [2020-12-21 01:59:42 main:581] : INFO : Epoch 1634 | loss: 0.0309793 | val_loss: 0.0312928 | Time: 2015.16 ms [2020-12-21 01:59:44 main:581] : INFO : Epoch 1635 | loss: 0.030967 | val_loss: 0.0312904 | Time: 2005.88 ms [2020-12-21 01:59:46 main:581] : INFO : Epoch 1636 | loss: 0.0309635 | val_loss: 0.0313058 | Time: 2013.31 ms [2020-12-21 01:59:48 main:581] : INFO : Epoch 1637 | loss: 0.0309597 | val_loss: 0.0312966 | Time: 2010.85 ms [2020-12-21 01:59:50 main:581] : INFO : Epoch 1638 | loss: 0.0309654 | val_loss: 0.0313173 | Time: 2015.78 ms [2020-12-21 01:59:52 main:581] : INFO : Epoch 1639 | loss: 0.0309789 | val_loss: 0.0313005 | Time: 2015.17 ms [2020-12-21 01:59:54 main:581] : INFO : Epoch 1640 | loss: 0.0309626 | val_loss: 0.0312622 | Time: 2015.88 ms [2020-12-21 01:59:56 main:581] : INFO : Epoch 1641 | loss: 0.0309736 | val_loss: 0.0313054 | Time: 2009.1 ms [2020-12-21 01:59:58 main:581] : INFO : Epoch 1642 | loss: 0.0309698 | val_loss: 0.0312656 | Time: 2015.41 ms [2020-12-21 02:00:00 main:581] : INFO : Epoch 1643 | loss: 0.0309675 | val_loss: 0.0312858 | Time: 2015.46 ms [2020-12-21 02:00:02 main:581] : INFO : Epoch 1644 | loss: 0.0309711 | val_loss: 0.0313114 | Time: 2016.84 ms [2020-12-21 02:00:04 main:581] : INFO : Epoch 1645 | loss: 0.0309657 | val_loss: 0.0312963 | Time: 2015.69 ms [2020-12-21 02:00:06 main:581] : INFO : Epoch 1646 | loss: 0.0309576 | val_loss: 0.0313204 | Time: 2019.03 ms [2020-12-21 02:00:08 main:581] : INFO : Epoch 1647 | loss: 0.0309592 | val_loss: 0.0313121 | Time: 2010.35 ms [2020-12-21 02:00:10 main:581] : INFO : Epoch 1648 | loss: 0.0309669 | val_loss: 0.0312513 | Time: 2018.76 ms [2020-12-21 02:00:12 main:581] : INFO : Epoch 1649 | loss: 0.0309713 | val_loss: 0.0312731 | Time: 2018.38 ms [2020-12-21 02:00:14 main:581] : INFO : Epoch 1650 | loss: 0.030968 | val_loss: 0.0312905 | Time: 2016.11 ms [2020-12-21 02:00:16 main:581] : INFO : Epoch 1651 | loss: 0.030959 | val_loss: 0.0313187 | Time: 2015.67 ms [2020-12-21 02:00:18 main:581] : INFO : Epoch 1652 | loss: 0.0309579 | val_loss: 0.0313213 | Time: 2011.46 ms [2020-12-21 02:00:20 main:581] : INFO : Epoch 1653 | loss: 0.030963 | val_loss: 0.0313455 | Time: 2014.78 ms [2020-12-21 02:00:22 main:581] : INFO : Epoch 1654 | loss: 0.0309581 | val_loss: 0.031277 | Time: 2011.58 ms [2020-12-21 02:00:24 main:581] : INFO : Epoch 1655 | loss: 0.0309624 | val_loss: 0.0312704 | Time: 2028.19 ms [2020-12-21 02:00:26 main:581] : INFO : Epoch 1656 | loss: 0.0309528 | val_loss: 0.0313032 | Time: 2011.27 ms [2020-12-21 02:00:28 main:581] : INFO : Epoch 1657 | loss: 0.0309597 | val_loss: 0.0313055 | Time: 2016.23 ms [2020-12-21 02:00:30 main:581] : INFO : Epoch 1658 | loss: 0.0309664 | val_loss: 0.0312872 | Time: 2016.26 ms [2020-12-21 02:00:32 main:581] : INFO : Epoch 1659 | loss: 0.0309741 | val_loss: 0.0312993 | Time: 2007.62 ms [2020-12-21 02:00:34 main:581] : INFO : Epoch 1660 | loss: 0.0309586 | val_loss: 0.0312834 | Time: 2020.68 ms [2020-12-21 02:00:36 main:581] : INFO : Epoch 1661 | loss: 0.0309623 | val_loss: 0.0312699 | Time: 2012.4 ms [2020-12-21 02:00:38 main:581] : INFO : Epoch 1662 | loss: 0.0309783 | val_loss: 0.0313035 | Time: 2022.7 ms [2020-12-21 02:00:40 main:581] : INFO : Epoch 1663 | loss: 0.0309703 | val_loss: 0.0313312 | Time: 2013.96 ms [2020-12-21 02:00:42 main:581] : INFO : Epoch 1664 | loss: 0.0309594 | val_loss: 0.0313138 | Time: 2011.68 ms [2020-12-21 02:00:44 main:581] : INFO : Epoch 1665 | loss: 0.0309542 | val_loss: 0.0312867 | Time: 2016.82 ms [2020-12-21 02:00:46 main:581] : INFO : Epoch 1666 | loss: 0.0309596 | val_loss: 0.0312882 | Time: 2017.57 ms [2020-12-21 02:00:48 main:581] : INFO : Epoch 1667 | loss: 0.0309622 | val_loss: 0.0313135 | Time: 2004.65 ms [2020-12-21 02:00:50 main:581] : INFO : Epoch 1668 | loss: 0.0309722 | val_loss: 0.0312589 | Time: 2014.9 ms [2020-12-21 02:00:52 main:581] : INFO : Epoch 1669 | loss: 0.0309795 | val_loss: 0.0312787 | Time: 2000.62 ms [2020-12-21 02:00:54 main:581] : INFO : Epoch 1670 | loss: 0.0309648 | val_loss: 0.0312954 | Time: 2014.49 ms [2020-12-21 02:00:56 main:581] : INFO : Epoch 1671 | loss: 0.0309624 | val_loss: 0.0313243 | Time: 2024.05 ms [2020-12-21 02:00:58 main:581] : INFO : Epoch 1672 | loss: 0.0309623 | val_loss: 0.0312861 | Time: 2020.93 ms [2020-12-21 02:01:00 main:581] : INFO : Epoch 1673 | loss: 0.0309648 | val_loss: 0.0312952 | Time: 2017.81 ms [2020-12-21 02:01:02 main:581] : INFO : Epoch 1674 | loss: 0.0309547 | val_loss: 0.031318 | Time: 2016.49 ms [2020-12-21 02:01:04 main:581] : INFO : Epoch 1675 | loss: 0.0309586 | val_loss: 0.0313085 | Time: 2017.53 ms [2020-12-21 02:01:06 main:581] : INFO : Epoch 1676 | loss: 0.030962 | val_loss: 0.0312665 | Time: 2018.75 ms [2020-12-21 02:01:08 main:581] : INFO : Epoch 1677 | loss: 0.0309669 | val_loss: 0.0312535 | Time: 2007.25 ms [2020-12-21 02:01:10 main:581] : INFO : Epoch 1678 | loss: 0.0309769 | val_loss: 0.0312647 | Time: 2016.34 ms [2020-12-21 02:01:12 main:581] : INFO : Epoch 1679 | loss: 0.0309746 | val_loss: 0.031257 | Time: 2025.15 ms [2020-12-21 02:01:14 main:581] : INFO : Epoch 1680 | loss: 0.0309782 | val_loss: 0.0312681 | Time: 2010.01 ms [2020-12-21 02:01:16 main:581] : INFO : Epoch 1681 | loss: 0.0309737 | val_loss: 0.0312841 | Time: 2015.98 ms [2020-12-21 02:01:18 main:581] : INFO : Epoch 1682 | loss: 0.0309713 | val_loss: 0.0313162 | Time: 2016.53 ms [2020-12-21 02:01:20 main:581] : INFO : Epoch 1683 | loss: 0.0309558 | val_loss: 0.0312803 | Time: 2015.81 ms [2020-12-21 02:01:22 main:581] : INFO : Epoch 1684 | loss: 0.0309656 | val_loss: 0.0312931 | Time: 2014.72 ms [2020-12-21 02:01:24 main:581] : INFO : Epoch 1685 | loss: 0.0309655 | val_loss: 0.0312873 | Time: 2013.67 ms [2020-12-21 02:01:26 main:581] : INFO : Epoch 1686 | loss: 0.0309634 | val_loss: 0.0313071 | Time: 2016.15 ms [2020-12-21 02:01:28 main:581] : INFO : Epoch 1687 | loss: 0.0309644 | val_loss: 0.0312731 | Time: 2017.84 ms [2020-12-21 02:01:30 main:581] : INFO : Epoch 1688 | loss: 0.0309675 | val_loss: 0.0312797 | Time: 2017.64 ms [2020-12-21 02:01:32 main:581] : INFO : Epoch 1689 | loss: 0.0309699 | val_loss: 0.0312874 | Time: 2018.6 ms [2020-12-21 02:01:35 main:581] : INFO : Epoch 1690 | loss: 0.0309587 | val_loss: 0.0312921 | Time: 2024.91 ms [2020-12-21 02:01:37 main:581] : INFO : Epoch 1691 | loss: 0.0309527 | val_loss: 0.0312945 | Time: 2008.95 ms [2020-12-21 02:01:39 main:581] : INFO : Epoch 1692 | loss: 0.030955 | val_loss: 0.0313155 | Time: 2017.35 ms [2020-12-21 02:01:41 main:581] : INFO : Epoch 1693 | loss: 0.0309658 | val_loss: 0.0313176 | Time: 2014.65 ms [2020-12-21 02:01:43 main:581] : INFO : Epoch 1694 | loss: 0.0309654 | val_loss: 0.0312877 | Time: 2018.5 ms [2020-12-21 02:01:45 main:581] : INFO : Epoch 1695 | loss: 0.0309661 | val_loss: 0.0312982 | Time: 2015.57 ms [2020-12-21 02:01:47 main:581] : INFO : Epoch 1696 | loss: 0.0309582 | val_loss: 0.0312594 | Time: 2019.87 ms [2020-12-21 02:01:49 main:581] : INFO : Epoch 1697 | loss: 0.0309584 | val_loss: 0.0312907 | Time: 2014.16 ms [2020-12-21 02:01:51 main:581] : INFO : Epoch 1698 | loss: 0.0309622 | val_loss: 0.0313191 | Time: 2018.43 ms [2020-12-21 02:01:53 main:581] : INFO : Epoch 1699 | loss: 0.0309664 | val_loss: 0.031279 | Time: 2012.88 ms [2020-12-21 02:01:55 main:581] : INFO : Epoch 1700 | loss: 0.0309645 | val_loss: 0.0312664 | Time: 2014.96 ms [2020-12-21 02:01:57 main:581] : INFO : Epoch 1701 | loss: 0.0309657 | val_loss: 0.0313038 | Time: 2016.37 ms [2020-12-21 02:01:59 main:581] : INFO : Epoch 1702 | loss: 0.0309645 | val_loss: 0.0312774 | Time: 2016.33 ms [2020-12-21 02:02:01 main:581] : INFO : Epoch 1703 | loss: 0.0309659 | val_loss: 0.0312672 | Time: 2011.67 ms [2020-12-21 02:02:03 main:581] : INFO : Epoch 1704 | loss: 0.0309645 | val_loss: 0.0312543 | Time: 2020.42 ms [2020-12-21 02:02:05 main:581] : INFO : Epoch 1705 | loss: 0.0309788 | val_loss: 0.031307 | Time: 2014.57 ms [2020-12-21 02:02:07 main:581] : INFO : Epoch 1706 | loss: 0.0309699 | val_loss: 0.0313264 | Time: 2014.94 ms [2020-12-21 02:02:09 main:581] : INFO : Epoch 1707 | loss: 0.0309625 | val_loss: 0.0313127 | Time: 2010.24 ms [2020-12-21 02:02:11 main:581] : INFO : Epoch 1708 | loss: 0.0309679 | val_loss: 0.0313389 | Time: 2015.18 ms [2020-12-21 02:02:13 main:581] : INFO : Epoch 1709 | loss: 0.0309651 | val_loss: 0.0313264 | Time: 2021.94 ms [2020-12-21 02:02:15 main:581] : INFO : Epoch 1710 | loss: 0.0309758 | val_loss: 0.0312845 | Time: 2009.02 ms [2020-12-21 02:02:17 main:581] : INFO : Epoch 1711 | loss: 0.0309678 | val_loss: 0.0312913 | Time: 2017.12 ms [2020-12-21 02:02:19 main:581] : INFO : Epoch 1712 | loss: 0.0309612 | val_loss: 0.0313246 | Time: 2024.6 ms [2020-12-21 02:02:21 main:581] : INFO : Epoch 1713 | loss: 0.0309593 | val_loss: 0.0313119 | Time: 2016.8 ms [2020-12-21 02:02:23 main:581] : INFO : Epoch 1714 | loss: 0.030964 | val_loss: 0.0313024 | Time: 2009.53 ms [2020-12-21 02:02:25 main:581] : INFO : Epoch 1715 | loss: 0.030968 | val_loss: 0.0312967 | Time: 2014.44 ms [2020-12-21 02:02:27 main:581] : INFO : Epoch 1716 | loss: 0.0309684 | val_loss: 0.0312868 | Time: 2017.25 ms [2020-12-21 02:02:29 main:581] : INFO : Epoch 1717 | loss: 0.0309575 | val_loss: 0.0313164 | Time: 2018.9 ms [2020-12-21 02:02:31 main:581] : INFO : Epoch 1718 | loss: 0.0309542 | val_loss: 0.0313023 | Time: 2015.71 ms [2020-12-21 02:02:33 main:581] : INFO : Epoch 1719 | loss: 0.030952 | val_loss: 0.0312973 | Time: 2018.13 ms [2020-12-21 02:02:35 main:581] : INFO : Epoch 1720 | loss: 0.0309658 | val_loss: 0.0313233 | Time: 2019.2 ms [2020-12-21 02:02:37 main:581] : INFO : Epoch 1721 | loss: 0.0309638 | val_loss: 0.0312751 | Time: 2024.72 ms [2020-12-21 02:02:39 main:581] : INFO : Epoch 1722 | loss: 0.0309611 | val_loss: 0.0312811 | Time: 2019.2 ms [2020-12-21 02:02:41 main:581] : INFO : Epoch 1723 | loss: 0.0309538 | val_loss: 0.0313036 | Time: 2018.24 ms [2020-12-21 02:02:43 main:581] : INFO : Epoch 1724 | loss: 0.0309628 | val_loss: 0.0312539 | Time: 2008.91 ms [2020-12-21 02:02:45 main:581] : INFO : Epoch 1725 | loss: 0.0309659 | val_loss: 0.031296 | Time: 2011.23 ms [2020-12-21 02:02:47 main:581] : INFO : Epoch 1726 | loss: 0.0309713 | val_loss: 0.0313262 | Time: 2016.62 ms [2020-12-21 02:02:49 main:581] : INFO : Epoch 1727 | loss: 0.0309597 | val_loss: 0.0313307 | Time: 2020.28 ms [2020-12-21 02:02:51 main:581] : INFO : Epoch 1728 | loss: 0.0309681 | val_loss: 0.0312886 | Time: 2020.85 ms [2020-12-21 02:02:53 main:581] : INFO : Epoch 1729 | loss: 0.0309662 | val_loss: 0.0312656 | Time: 2020.61 ms [2020-12-21 02:02:55 main:581] : INFO : Epoch 1730 | loss: 0.0309756 | val_loss: 0.0312514 | Time: 2016.86 ms [2020-12-21 02:02:57 main:581] : INFO : Epoch 1731 | loss: 0.030971 | val_loss: 0.0312501 | Time: 2018.86 ms [2020-12-21 02:02:59 main:581] : INFO : Epoch 1732 | loss: 0.0309737 | val_loss: 0.0313008 | Time: 2015.75 ms [2020-12-21 02:03:01 main:581] : INFO : Epoch 1733 | loss: 0.0309568 | val_loss: 0.0313049 | Time: 2017.58 ms [2020-12-21 02:03:03 main:581] : INFO : Epoch 1734 | loss: 0.0309578 | val_loss: 0.0312743 | Time: 2020.25 ms [2020-12-21 02:03:05 main:581] : INFO : Epoch 1735 | loss: 0.0309589 | val_loss: 0.0312769 | Time: 2018.19 ms [2020-12-21 02:03:07 main:581] : INFO : Epoch 1736 | loss: 0.030963 | val_loss: 0.0312897 | Time: 2018.06 ms [2020-12-21 02:03:09 main:581] : INFO : Epoch 1737 | loss: 0.0309665 | val_loss: 0.0312808 | Time: 2019.72 ms [2020-12-21 02:03:11 main:581] : INFO : Epoch 1738 | loss: 0.0309741 | val_loss: 0.0312683 | Time: 2017.54 ms [2020-12-21 02:03:13 main:581] : INFO : Epoch 1739 | loss: 0.0309696 | val_loss: 0.0312651 | Time: 2009.44 ms [2020-12-21 02:03:15 main:581] : INFO : Epoch 1740 | loss: 0.0309567 | val_loss: 0.0313121 | Time: 2026.11 ms [2020-12-21 02:03:17 main:581] : INFO : Epoch 1741 | loss: 0.0309484 | val_loss: 0.0313082 | Time: 2018.78 ms [2020-12-21 02:03:19 main:581] : INFO : Epoch 1742 | loss: 0.0309555 | val_loss: 0.0312584 | Time: 2021.48 ms [2020-12-21 02:03:21 main:581] : INFO : Epoch 1743 | loss: 0.030961 | val_loss: 0.0313268 | Time: 2015.11 ms [2020-12-21 02:03:23 main:581] : INFO : Epoch 1744 | loss: 0.0309602 | val_loss: 0.0312903 | Time: 2014.82 ms [2020-12-21 02:03:25 main:581] : INFO : Epoch 1745 | loss: 0.0309609 | val_loss: 0.0312699 | Time: 2021 ms [2020-12-21 02:03:27 main:581] : INFO : Epoch 1746 | loss: 0.0309652 | val_loss: 0.0312726 | Time: 2018.44 ms [2020-12-21 02:03:29 main:581] : INFO : Epoch 1747 | loss: 0.0309953 | val_loss: 0.0312912 | Time: 2009.16 ms [2020-12-21 02:03:31 main:581] : INFO : Epoch 1748 | loss: 0.0309889 | val_loss: 0.0313032 | Time: 2022.09 ms [2020-12-21 02:03:34 main:581] : INFO : Epoch 1749 | loss: 0.0309634 | val_loss: 0.0312992 | Time: 2022.51 ms [2020-12-21 02:03:36 main:581] : INFO : Epoch 1750 | loss: 0.0309663 | val_loss: 0.0312996 | Time: 2010.35 ms [2020-12-21 02:03:38 main:581] : INFO : Epoch 1751 | loss: 0.0309609 | val_loss: 0.0313235 | Time: 2017.95 ms [2020-12-21 02:03:40 main:581] : INFO : Epoch 1752 | loss: 0.030966 | val_loss: 0.0312759 | Time: 2017.65 ms [2020-12-21 02:03:42 main:581] : INFO : Epoch 1753 | loss: 0.0309604 | val_loss: 0.031305 | Time: 2015.56 ms [2020-12-21 02:03:44 main:581] : INFO : Epoch 1754 | loss: 0.030964 | val_loss: 0.0312948 | Time: 2017.89 ms [2020-12-21 02:03:46 main:581] : INFO : Epoch 1755 | loss: 0.0309612 | val_loss: 0.0313011 | Time: 2013.99 ms [2020-12-21 02:03:48 main:581] : INFO : Epoch 1756 | loss: 0.0309642 | val_loss: 0.0312921 | Time: 2007.63 ms [2020-12-21 02:03:50 main:581] : INFO : Epoch 1757 | loss: 0.0309615 | val_loss: 0.031276 | Time: 2017.17 ms [2020-12-21 02:03:52 main:581] : INFO : Epoch 1758 | loss: 0.0309722 | val_loss: 0.0312713 | Time: 2022.34 ms [2020-12-21 02:03:54 main:581] : INFO : Epoch 1759 | loss: 0.0309927 | val_loss: 0.0312526 | Time: 2025.87 ms [2020-12-21 02:03:56 main:581] : INFO : Epoch 1760 | loss: 0.0309704 | val_loss: 0.0312824 | Time: 2024.72 ms [2020-12-21 02:03:58 main:581] : INFO : Epoch 1761 | loss: 0.0309662 | val_loss: 0.0312787 | Time: 2012.91 ms [2020-12-21 02:04:00 main:581] : INFO : Epoch 1762 | loss: 0.0309668 | val_loss: 0.0312561 | Time: 2014.6 ms [2020-12-21 02:04:02 main:581] : INFO : Epoch 1763 | loss: 0.0309607 | val_loss: 0.031303 | Time: 2016.24 ms [2020-12-21 02:04:04 main:581] : INFO : Epoch 1764 | loss: 0.0309594 | val_loss: 0.0312801 | Time: 2016.01 ms [2020-12-21 02:04:06 main:581] : INFO : Epoch 1765 | loss: 0.0309624 | val_loss: 0.0313327 | Time: 2007.18 ms [2020-12-21 02:04:08 main:581] : INFO : Epoch 1766 | loss: 0.0309628 | val_loss: 0.0312783 | Time: 2016.06 ms [2020-12-21 02:04:10 main:581] : INFO : Epoch 1767 | loss: 0.0309668 | val_loss: 0.0312987 | Time: 2020.03 ms [2020-12-21 02:04:12 main:581] : INFO : Epoch 1768 | loss: 0.0309576 | val_loss: 0.0312847 | Time: 2019.07 ms [2020-12-21 02:04:14 main:581] : INFO : Epoch 1769 | loss: 0.0309639 | val_loss: 0.0312904 | Time: 2023.01 ms [2020-12-21 02:04:16 main:581] : INFO : Epoch 1770 | loss: 0.0309618 | val_loss: 0.031302 | Time: 2005.05 ms [2020-12-21 02:04:18 main:581] : INFO : Epoch 1771 | loss: 0.0309612 | val_loss: 0.0312871 | Time: 2015.67 ms [2020-12-21 02:04:20 main:581] : INFO : Epoch 1772 | loss: 0.0309602 | val_loss: 0.0313239 | Time: 2010.85 ms [2020-12-21 02:04:22 main:581] : INFO : Epoch 1773 | loss: 0.0310498 | val_loss: 0.0311904 | Time: 2017.72 ms [2020-12-21 02:04:24 main:581] : INFO : Epoch 1774 | loss: 0.0311278 | val_loss: 0.0311921 | Time: 2016.67 ms [2020-12-21 02:04:26 main:581] : INFO : Epoch 1775 | loss: 0.0311009 | val_loss: 0.0312001 | Time: 2019.44 ms [2020-12-21 02:04:28 main:581] : INFO : Epoch 1776 | loss: 0.0310699 | val_loss: 0.0312484 | Time: 2020.33 ms [2020-12-21 02:04:30 main:581] : INFO : Epoch 1777 | loss: 0.0310253 | val_loss: 0.0312325 | Time: 2013.57 ms [2020-12-21 02:04:32 main:581] : INFO : Epoch 1778 | loss: 0.0309901 | val_loss: 0.0313103 | Time: 2017.78 ms [2020-12-21 02:04:34 main:581] : INFO : Epoch 1779 | loss: 0.0309689 | val_loss: 0.0312952 | Time: 2012.21 ms [2020-12-21 02:04:36 main:581] : INFO : Epoch 1780 | loss: 0.030953 | val_loss: 0.0313252 | Time: 2019.23 ms [2020-12-21 02:04:38 main:581] : INFO : Epoch 1781 | loss: 0.0309521 | val_loss: 0.0312896 | Time: 2014.88 ms [2020-12-21 02:04:40 main:581] : INFO : Epoch 1782 | loss: 0.0309626 | val_loss: 0.031256 | Time: 2017.38 ms [2020-12-21 02:04:42 main:581] : INFO : Epoch 1783 | loss: 0.0309666 | val_loss: 0.0312804 | Time: 2018.2 ms [2020-12-21 02:04:44 main:581] : INFO : Epoch 1784 | loss: 0.0309588 | val_loss: 0.0312769 | Time: 2016.19 ms [2020-12-21 02:04:46 main:581] : INFO : Epoch 1785 | loss: 0.0309591 | val_loss: 0.0313066 | Time: 2025.53 ms [2020-12-21 02:04:48 main:581] : INFO : Epoch 1786 | loss: 0.0309622 | val_loss: 0.0313127 | Time: 2024.8 ms [2020-12-21 02:04:50 main:581] : INFO : Epoch 1787 | loss: 0.0309545 | val_loss: 0.0312388 | Time: 2018.56 ms [2020-12-21 02:04:52 main:581] : INFO : Epoch 1788 | loss: 0.0309964 | val_loss: 0.0313038 | Time: 2013.31 ms [2020-12-21 02:04:54 main:581] : INFO : Epoch 1789 | loss: 0.0309855 | val_loss: 0.0312926 | Time: 2015.2 ms [2020-12-21 02:04:56 main:581] : INFO : Epoch 1790 | loss: 0.0309855 | val_loss: 0.0312837 | Time: 2018.06 ms [2020-12-21 02:04:58 main:581] : INFO : Epoch 1791 | loss: 0.030971 | val_loss: 0.0313091 | Time: 2018.71 ms [2020-12-21 02:05:00 main:581] : INFO : Epoch 1792 | loss: 0.0309596 | val_loss: 0.0313097 | Time: 2010.44 ms [2020-12-21 02:05:02 main:581] : INFO : Epoch 1793 | loss: 0.0309576 | val_loss: 0.0313131 | Time: 2019.06 ms [2020-12-21 02:05:04 main:581] : INFO : Epoch 1794 | loss: 0.0309608 | val_loss: 0.0312991 | Time: 2017.94 ms [2020-12-21 02:05:06 main:581] : INFO : Epoch 1795 | loss: 0.0309581 | val_loss: 0.0313157 | Time: 2030.07 ms [2020-12-21 02:05:08 main:581] : INFO : Epoch 1796 | loss: 0.0309645 | val_loss: 0.0313093 | Time: 2014.97 ms [2020-12-21 02:05:10 main:581] : INFO : Epoch 1797 | loss: 0.0309612 | val_loss: 0.0312623 | Time: 2029.07 ms [2020-12-21 02:05:12 main:581] : INFO : Epoch 1798 | loss: 0.0309619 | val_loss: 0.03129 | Time: 2012.77 ms [2020-12-21 02:05:14 main:581] : INFO : Epoch 1799 | loss: 0.0309657 | val_loss: 0.0312726 | Time: 2020.76 ms [2020-12-21 02:05:16 main:581] : INFO : Epoch 1800 | loss: 0.0309862 | val_loss: 0.0312691 | Time: 2018.35 ms [2020-12-21 02:05:18 main:581] : INFO : Epoch 1801 | loss: 0.0309689 | val_loss: 0.0313147 | Time: 2017 ms [2020-12-21 02:05:20 main:581] : INFO : Epoch 1802 | loss: 0.0309567 | val_loss: 0.0312846 | Time: 2017.08 ms [2020-12-21 02:05:22 main:581] : INFO : Epoch 1803 | loss: 0.0309578 | val_loss: 0.0313125 | Time: 2013.86 ms [2020-12-21 02:05:24 main:581] : INFO : Epoch 1804 | loss: 0.0309715 | val_loss: 0.031268 | Time: 2015.16 ms [2020-12-21 02:05:26 main:581] : INFO : Epoch 1805 | loss: 0.0309624 | val_loss: 0.0313053 | Time: 2024.55 ms [2020-12-21 02:05:29 main:581] : INFO : Epoch 1806 | loss: 0.0309563 | val_loss: 0.0313011 | Time: 2018.8 ms [2020-12-21 02:05:31 main:581] : INFO : Epoch 1807 | loss: 0.0309559 | val_loss: 0.0313025 | Time: 2009.67 ms [2020-12-21 02:05:33 main:581] : INFO : Epoch 1808 | loss: 0.0309534 | val_loss: 0.0312553 | Time: 2028.81 ms [2020-12-21 02:05:35 main:581] : INFO : Epoch 1809 | loss: 0.030958 | val_loss: 0.0312843 | Time: 2018.71 ms [2020-12-21 02:05:37 main:581] : INFO : Epoch 1810 | loss: 0.0309708 | val_loss: 0.0313311 | Time: 2019.55 ms [2020-12-21 02:05:39 main:581] : INFO : Epoch 1811 | loss: 0.0309702 | val_loss: 0.0312746 | Time: 2022.93 ms [2020-12-21 02:05:41 main:581] : INFO : Epoch 1812 | loss: 0.0309656 | val_loss: 0.0312973 | Time: 2020.67 ms [2020-12-21 02:05:43 main:581] : INFO : Epoch 1813 | loss: 0.0309686 | val_loss: 0.0312892 | Time: 2017.56 ms [2020-12-21 02:05:45 main:581] : INFO : Epoch 1814 | loss: 0.0309624 | val_loss: 0.0312625 | Time: 2018.44 ms [2020-12-21 02:05:47 main:581] : INFO : Epoch 1815 | loss: 0.0309555 | val_loss: 0.0312937 | Time: 2020.18 ms [2020-12-21 02:05:49 main:581] : INFO : Epoch 1816 | loss: 0.0309617 | val_loss: 0.0313275 | Time: 2015.53 ms [2020-12-21 02:05:51 main:581] : INFO : Epoch 1817 | loss: 0.0309639 | val_loss: 0.0312736 | Time: 2017.7 ms [2020-12-21 02:05:53 main:581] : INFO : Epoch 1818 | loss: 0.030966 | val_loss: 0.0312968 | Time: 2016.37 ms [2020-12-21 02:05:55 main:581] : INFO : Epoch 1819 | loss: 0.0309708 | val_loss: 0.0312755 | Time: 2023.09 ms [2020-12-21 02:05:57 main:581] : INFO : Epoch 1820 | loss: 0.0309731 | val_loss: 0.0312913 | Time: 2022.13 ms [2020-12-21 02:05:59 main:581] : INFO : Epoch 1821 | loss: 0.0309748 | val_loss: 0.0313215 | Time: 2021.9 ms [2020-12-21 02:06:01 main:581] : INFO : Epoch 1822 | loss: 0.0309818 | val_loss: 0.0312945 | Time: 2021.98 ms [2020-12-21 02:06:03 main:581] : INFO : Epoch 1823 | loss: 0.0309737 | val_loss: 0.0312971 | Time: 2029.1 ms [2020-12-21 02:06:05 main:581] : INFO : Epoch 1824 | loss: 0.0309625 | val_loss: 0.0312879 | Time: 2020.72 ms [2020-12-21 02:06:07 main:581] : INFO : Epoch 1825 | loss: 0.0309582 | val_loss: 0.0312872 | Time: 2030.76 ms [2020-12-21 02:06:09 main:581] : INFO : Epoch 1826 | loss: 0.0309592 | val_loss: 0.0313309 | Time: 2022.92 ms [2020-12-21 02:06:11 main:581] : INFO : Epoch 1827 | loss: 0.0309788 | val_loss: 0.0312887 | Time: 2025.21 ms [2020-12-21 02:06:13 main:581] : INFO : Epoch 1828 | loss: 0.0309648 | val_loss: 0.0312888 | Time: 2025.05 ms [2020-12-21 02:06:15 main:581] : INFO : Epoch 1829 | loss: 0.0309627 | val_loss: 0.0313122 | Time: 2015.96 ms [2020-12-21 02:06:17 main:581] : INFO : Epoch 1830 | loss: 0.0309635 | val_loss: 0.0312862 | Time: 2021.9 ms [2020-12-21 02:06:19 main:581] : INFO : Epoch 1831 | loss: 0.0309618 | val_loss: 0.0312803 | Time: 2022.42 ms [2020-12-21 02:06:21 main:581] : INFO : Epoch 1832 | loss: 0.0309686 | val_loss: 0.0312704 | Time: 2027.33 ms [2020-12-21 02:06:23 main:581] : INFO : Epoch 1833 | loss: 0.0309815 | val_loss: 0.0312712 | Time: 2021.31 ms [2020-12-21 02:06:25 main:581] : INFO : Epoch 1834 | loss: 0.0309787 | val_loss: 0.0313106 | Time: 2016.37 ms [2020-12-21 02:06:27 main:581] : INFO : Epoch 1835 | loss: 0.0309653 | val_loss: 0.0313243 | Time: 2017.94 ms [2020-12-21 02:06:29 main:581] : INFO : Epoch 1836 | loss: 0.0309658 | val_loss: 0.0312898 | Time: 2017.07 ms [2020-12-21 02:06:31 main:581] : INFO : Epoch 1837 | loss: 0.0309639 | val_loss: 0.0313217 | Time: 2023.94 ms [2020-12-21 02:06:33 main:581] : INFO : Epoch 1838 | loss: 0.0310114 | val_loss: 0.0312257 | Time: 2026.27 ms [2020-12-21 02:06:35 main:581] : INFO : Epoch 1839 | loss: 0.0310277 | val_loss: 0.0312633 | Time: 2030.67 ms [2020-12-21 02:06:37 main:581] : INFO : Epoch 1840 | loss: 0.030986 | val_loss: 0.0312664 | Time: 2014.74 ms [2020-12-21 02:06:39 main:581] : INFO : Epoch 1841 | loss: 0.0309689 | val_loss: 0.0312978 | Time: 2024.64 ms [2020-12-21 02:06:41 main:581] : INFO : Epoch 1842 | loss: 0.0309587 | val_loss: 0.0312793 | Time: 2014.51 ms [2020-12-21 02:06:43 main:581] : INFO : Epoch 1843 | loss: 0.0309562 | val_loss: 0.0312837 | Time: 2015.03 ms [2020-12-21 02:06:45 main:581] : INFO : Epoch 1844 | loss: 0.0309563 | val_loss: 0.0312968 | Time: 2018.75 ms [2020-12-21 02:06:47 main:581] : INFO : Epoch 1845 | loss: 0.0309591 | val_loss: 0.0312834 | Time: 2025.55 ms [2020-12-21 02:06:49 main:581] : INFO : Epoch 1846 | loss: 0.0309596 | val_loss: 0.0313022 | Time: 2019.42 ms [2020-12-21 02:06:51 main:581] : INFO : Epoch 1847 | loss: 0.0309628 | val_loss: 0.0313105 | Time: 2019.11 ms [2020-12-21 02:06:53 main:581] : INFO : Epoch 1848 | loss: 0.0309664 | val_loss: 0.0313014 | Time: 2021.29 ms [2020-12-21 02:06:55 main:581] : INFO : Epoch 1849 | loss: 0.0309519 | val_loss: 0.0313003 | Time: 2017.05 ms [2020-12-21 02:06:57 main:581] : INFO : Epoch 1850 | loss: 0.0309639 | val_loss: 0.0313032 | Time: 2017.07 ms [2020-12-21 02:06:59 main:581] : INFO : Epoch 1851 | loss: 0.0309646 | val_loss: 0.0312902 | Time: 2011.87 ms [2020-12-21 02:07:01 main:581] : INFO : Epoch 1852 | loss: 0.0309626 | val_loss: 0.0312959 | Time: 2020.14 ms [2020-12-21 02:07:03 main:581] : INFO : Epoch 1853 | loss: 0.0309596 | val_loss: 0.0312513 | Time: 2024.58 ms [2020-12-21 02:07:06 main:581] : INFO : Epoch 1854 | loss: 0.0309602 | val_loss: 0.0312877 | Time: 2008.81 ms [2020-12-21 02:07:08 main:581] : INFO : Epoch 1855 | loss: 0.0309623 | val_loss: 0.0312827 | Time: 2018.47 ms [2020-12-21 02:07:10 main:581] : INFO : Epoch 1856 | loss: 0.0309605 | val_loss: 0.0312815 | Time: 2026.31 ms [2020-12-21 02:07:12 main:581] : INFO : Epoch 1857 | loss: 0.0309662 | val_loss: 0.0313069 | Time: 2012.13 ms [2020-12-21 02:07:14 main:581] : INFO : Epoch 1858 | loss: 0.0309715 | val_loss: 0.0313171 | Time: 2017.72 ms [2020-12-21 02:07:16 main:581] : INFO : Epoch 1859 | loss: 0.0309691 | val_loss: 0.0312822 | Time: 2010.31 ms [2020-12-21 02:07:18 main:581] : INFO : Epoch 1860 | loss: 0.0309686 | val_loss: 0.0312692 | Time: 2020.88 ms [2020-12-21 02:07:20 main:581] : INFO : Epoch 1861 | loss: 0.0309665 | val_loss: 0.031277 | Time: 2022.95 ms [2020-12-21 02:07:22 main:581] : INFO : Epoch 1862 | loss: 0.0309674 | val_loss: 0.0312932 | Time: 2030.8 ms [2020-12-21 02:07:24 main:581] : INFO : Epoch 1863 | loss: 0.0309625 | val_loss: 0.0312823 | Time: 2023.32 ms [2020-12-21 02:07:26 main:581] : INFO : Epoch 1864 | loss: 0.0309663 | val_loss: 0.0312939 | Time: 2020.14 ms [2020-12-21 02:07:28 main:581] : INFO : Epoch 1865 | loss: 0.0309673 | val_loss: 0.0313196 | Time: 2024.91 ms [2020-12-21 02:07:30 main:581] : INFO : Epoch 1866 | loss: 0.0309568 | val_loss: 0.0312934 | Time: 2015.29 ms [2020-12-21 02:07:32 main:581] : INFO : Epoch 1867 | loss: 0.0309569 | val_loss: 0.0313241 | Time: 2016.95 ms [2020-12-21 02:07:34 main:581] : INFO : Epoch 1868 | loss: 0.0309596 | val_loss: 0.0312755 | Time: 2025.12 ms [2020-12-21 02:07:36 main:581] : INFO : Epoch 1869 | loss: 0.0309657 | val_loss: 0.0313442 | Time: 2016.56 ms [2020-12-21 02:07:38 main:581] : INFO : Epoch 1870 | loss: 0.0309794 | val_loss: 0.0312969 | Time: 2019.07 ms [2020-12-21 02:07:40 main:581] : INFO : Epoch 1871 | loss: 0.0309566 | val_loss: 0.0313045 | Time: 2018.24 ms [2020-12-21 02:07:42 main:581] : INFO : Epoch 1872 | loss: 0.0309564 | val_loss: 0.0312714 | Time: 2020.6 ms [2020-12-21 02:07:44 main:581] : INFO : Epoch 1873 | loss: 0.0309712 | val_loss: 0.031286 | Time: 2019.25 ms [2020-12-21 02:07:46 main:581] : INFO : Epoch 1874 | loss: 0.0309682 | val_loss: 0.0312587 | Time: 2027.02 ms [2020-12-21 02:07:48 main:581] : INFO : Epoch 1875 | loss: 0.0309748 | val_loss: 0.031294 | Time: 2016.29 ms [2020-12-21 02:07:50 main:581] : INFO : Epoch 1876 | loss: 0.0309585 | val_loss: 0.0313109 | Time: 2019.52 ms [2020-12-21 02:07:52 main:581] : INFO : Epoch 1877 | loss: 0.0309529 | val_loss: 0.0312889 | Time: 2018.26 ms [2020-12-21 02:07:54 main:581] : INFO : Epoch 1878 | loss: 0.0309588 | val_loss: 0.0313075 | Time: 2018.09 ms [2020-12-21 02:07:56 main:581] : INFO : Epoch 1879 | loss: 0.0309552 | val_loss: 0.0313291 | Time: 2018.6 ms [2020-12-21 02:07:58 main:581] : INFO : Epoch 1880 | loss: 0.0309628 | val_loss: 0.03128 | Time: 2016.34 ms [2020-12-21 02:08:00 main:581] : INFO : Epoch 1881 | loss: 0.0309597 | val_loss: 0.0312916 | Time: 2014.32 ms [2020-12-21 02:08:02 main:581] : INFO : Epoch 1882 | loss: 0.0309629 | val_loss: 0.031297 | Time: 2032.12 ms [2020-12-21 02:08:04 main:581] : INFO : Epoch 1883 | loss: 0.0309588 | val_loss: 0.0313112 | Time: 2015.13 ms [2020-12-21 02:08:06 main:581] : INFO : Epoch 1884 | loss: 0.0309533 | val_loss: 0.0313152 | Time: 2013.02 ms [2020-12-21 02:08:08 main:581] : INFO : Epoch 1885 | loss: 0.0309622 | val_loss: 0.0313419 | Time: 2018.96 ms [2020-12-21 02:08:10 main:581] : INFO : Epoch 1886 | loss: 0.0309614 | val_loss: 0.0313107 | Time: 2016.29 ms [2020-12-21 02:08:12 main:581] : INFO : Epoch 1887 | loss: 0.0309565 | val_loss: 0.0313009 | Time: 2019.01 ms [2020-12-21 02:08:14 main:581] : INFO : Epoch 1888 | loss: 0.0309546 | val_loss: 0.0312782 | Time: 1999.51 ms [2020-12-21 02:08:16 main:581] : INFO : Epoch 1889 | loss: 0.0309689 | val_loss: 0.0313275 | Time: 1936.79 ms [2020-12-21 02:08:18 main:581] : INFO : Epoch 1890 | loss: 0.0309629 | val_loss: 0.0312985 | Time: 2015.56 ms [2020-12-21 02:08:20 main:581] : INFO : Epoch 1891 | loss: 0.0309558 | val_loss: 0.0312898 | Time: 2016.23 ms [2020-12-21 02:08:22 main:581] : INFO : Epoch 1892 | loss: 0.0309582 | val_loss: 0.0313163 | Time: 2016.87 ms [2020-12-21 02:08:24 main:581] : INFO : Epoch 1893 | loss: 0.0309607 | val_loss: 0.0312873 | Time: 2017.01 ms [2020-12-21 02:08:26 main:581] : INFO : Epoch 1894 | loss: 0.0309703 | val_loss: 0.031274 | Time: 2018.7 ms [2020-12-21 02:08:28 main:581] : INFO : Epoch 1895 | loss: 0.0309527 | val_loss: 0.0313035 | Time: 2021.78 ms [2020-12-21 02:08:30 main:581] : INFO : Epoch 1896 | loss: 0.030962 | val_loss: 0.031268 | Time: 2028.58 ms [2020-12-21 02:08:32 main:581] : INFO : Epoch 1897 | loss: 0.0309624 | val_loss: 0.0312674 | Time: 2015.4 ms [2020-12-21 02:08:34 main:581] : INFO : Epoch 1898 | loss: 0.0309865 | val_loss: 0.0312358 | Time: 2017.32 ms [2020-12-21 02:08:36 main:581] : INFO : Epoch 1899 | loss: 0.0309783 | val_loss: 0.0313065 | Time: 2019.23 ms [2020-12-21 02:08:38 main:581] : INFO : Epoch 1900 | loss: 0.0309659 | val_loss: 0.0312897 | Time: 2015.06 ms [2020-12-21 02:08:40 main:581] : INFO : Epoch 1901 | loss: 0.0309662 | val_loss: 0.0313083 | Time: 2010.36 ms [2020-12-21 02:08:42 main:581] : INFO : Epoch 1902 | loss: 0.0309698 | val_loss: 0.0313275 | Time: 2017.92 ms [2020-12-21 02:08:44 main:581] : INFO : Epoch 1903 | loss: 0.0309759 | val_loss: 0.0313046 | Time: 2012.91 ms [2020-12-21 02:08:46 main:581] : INFO : Epoch 1904 | loss: 0.0309709 | val_loss: 0.0312975 | Time: 2018.75 ms [2020-12-21 02:08:48 main:581] : INFO : Epoch 1905 | loss: 0.0309898 | val_loss: 0.0312556 | Time: 2004.87 ms [2020-12-21 02:08:50 main:581] : INFO : Epoch 1906 | loss: 0.0309649 | val_loss: 0.0312754 | Time: 2016.89 ms [2020-12-21 02:08:52 main:581] : INFO : Epoch 1907 | loss: 0.0309543 | val_loss: 0.0312939 | Time: 2019.68 ms [2020-12-21 02:08:54 main:581] : INFO : Epoch 1908 | loss: 0.0309624 | val_loss: 0.0312989 | Time: 2019.47 ms [2020-12-21 02:08:56 main:581] : INFO : Epoch 1909 | loss: 0.030953 | val_loss: 0.0313321 | Time: 2017.39 ms [2020-12-21 02:08:58 main:581] : INFO : Epoch 1910 | loss: 0.0309603 | val_loss: 0.0312862 | Time: 2017.8 ms [2020-12-21 02:09:00 main:581] : INFO : Epoch 1911 | loss: 0.0309664 | val_loss: 0.0312592 | Time: 2011.9 ms [2020-12-21 02:09:02 main:581] : INFO : Epoch 1912 | loss: 0.0309524 | val_loss: 0.0312881 | Time: 2014.15 ms [2020-12-21 02:09:05 main:581] : INFO : Epoch 1913 | loss: 0.0309509 | val_loss: 0.03128 | Time: 2014.67 ms [2020-12-21 02:09:07 main:581] : INFO : Epoch 1914 | loss: 0.0309538 | val_loss: 0.031274 | Time: 2019.63 ms [2020-12-21 02:09:09 main:581] : INFO : Epoch 1915 | loss: 0.0309585 | val_loss: 0.0312859 | Time: 2017.52 ms [2020-12-21 02:09:11 main:581] : INFO : Epoch 1916 | loss: 0.0309584 | val_loss: 0.0312711 | Time: 2016.87 ms [2020-12-21 02:09:13 main:581] : INFO : Epoch 1917 | loss: 0.0309771 | val_loss: 0.0312839 | Time: 2018.39 ms [2020-12-21 02:09:15 main:581] : INFO : Epoch 1918 | loss: 0.0309656 | val_loss: 0.0312865 | Time: 2017.12 ms [2020-12-21 02:09:17 main:581] : INFO : Epoch 1919 | loss: 0.030967 | val_loss: 0.0312598 | Time: 2018.4 ms [2020-12-21 02:09:19 main:581] : INFO : Epoch 1920 | loss: 0.0309721 | val_loss: 0.0313143 | Time: 2015.66 ms [2020-12-21 02:09:21 main:581] : INFO : Epoch 1921 | loss: 0.0309652 | val_loss: 0.0313105 | Time: 2007.16 ms [2020-12-21 02:09:23 main:581] : INFO : Epoch 1922 | loss: 0.0309662 | val_loss: 0.0313218 | Time: 2019.52 ms [2020-12-21 02:09:25 main:581] : INFO : Epoch 1923 | loss: 0.0309667 | val_loss: 0.0312845 | Time: 2018.54 ms [2020-12-21 02:09:27 main:581] : INFO : Epoch 1924 | loss: 0.0309615 | val_loss: 0.031305 | Time: 2028.46 ms [2020-12-21 02:09:29 main:581] : INFO : Epoch 1925 | loss: 0.0309541 | val_loss: 0.0312868 | Time: 2019.82 ms [2020-12-21 02:09:31 main:581] : INFO : Epoch 1926 | loss: 0.0310016 | val_loss: 0.0312465 | Time: 2018.43 ms [2020-12-21 02:09:33 main:581] : INFO : Epoch 1927 | loss: 0.0309969 | val_loss: 0.0312917 | Time: 2021.52 ms [2020-12-21 02:09:35 main:581] : INFO : Epoch 1928 | loss: 0.0309686 | val_loss: 0.0313197 | Time: 2012.27 ms [2020-12-21 02:09:37 main:581] : INFO : Epoch 1929 | loss: 0.0309639 | val_loss: 0.0313157 | Time: 2002.46 ms [2020-12-21 02:09:39 main:581] : INFO : Epoch 1930 | loss: 0.0309643 | val_loss: 0.0313507 | Time: 2019.17 ms [2020-12-21 02:09:41 main:581] : INFO : Epoch 1931 | loss: 0.0309831 | val_loss: 0.03126 | Time: 2017.98 ms [2020-12-21 02:09:43 main:581] : INFO : Epoch 1932 | loss: 0.0309674 | val_loss: 0.0313262 | Time: 2012.87 ms [2020-12-21 02:09:45 main:581] : INFO : Epoch 1933 | loss: 0.0309818 | val_loss: 0.0313332 | Time: 2012.35 ms [2020-12-21 02:09:47 main:581] : INFO : Epoch 1934 | loss: 0.0322213 | val_loss: 0.0340677 | Time: 2014.64 ms [2020-12-21 02:09:49 main:581] : INFO : Epoch 1935 | loss: 0.0336648 | val_loss: 0.0322367 | Time: 2012.04 ms [2020-12-21 02:09:51 main:581] : INFO : Epoch 1936 | loss: 0.0317113 | val_loss: 0.0313604 | Time: 2010.98 ms [2020-12-21 02:09:53 main:581] : INFO : Epoch 1937 | loss: 0.0313112 | val_loss: 0.0312575 | Time: 2014.84 ms [2020-12-21 02:09:55 main:581] : INFO : Epoch 1938 | loss: 0.0312612 | val_loss: 0.0312556 | Time: 2015.26 ms [2020-12-21 02:09:57 main:581] : INFO : Epoch 1939 | loss: 0.031253 | val_loss: 0.0312511 | Time: 2015.54 ms [2020-12-21 02:09:59 main:581] : INFO : Epoch 1940 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 2016.57 ms [2020-12-21 02:10:01 main:581] : INFO : Epoch 1941 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2017.32 ms [2020-12-21 02:10:03 main:581] : INFO : Epoch 1942 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 2023.15 ms [2020-12-21 02:10:05 main:581] : INFO : Epoch 1943 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 2017.85 ms [2020-12-21 02:10:07 main:581] : INFO : Epoch 1944 | loss: 0.0312485 | val_loss: 0.0312499 | Time: 2017.3 ms [2020-12-21 02:10:09 main:581] : INFO : Epoch 1945 | loss: 0.0312479 | val_loss: 0.0312496 | Time: 2015.67 ms [2020-12-21 02:10:11 main:581] : INFO : Epoch 1946 | loss: 0.0312475 | val_loss: 0.0312487 | Time: 2018.32 ms [2020-12-21 02:10:13 main:581] : INFO : Epoch 1947 | loss: 0.031246 | val_loss: 0.0312482 | Time: 2012.52 ms [2020-12-21 02:10:15 main:581] : INFO : Epoch 1948 | loss: 0.0312449 | val_loss: 0.0312471 | Time: 2027.5 ms [2020-12-21 02:10:17 main:581] : INFO : Epoch 1949 | loss: 0.0312427 | val_loss: 0.0312467 | Time: 2016.82 ms [2020-12-21 02:10:19 main:581] : INFO : Epoch 1950 | loss: 0.0312406 | val_loss: 0.031244 | Time: 2016.7 ms [2020-12-21 02:10:21 main:581] : INFO : Epoch 1951 | loss: 0.0312379 | val_loss: 0.0312418 | Time: 2017.26 ms [2020-12-21 02:10:23 main:581] : INFO : Epoch 1952 | loss: 0.0312355 | val_loss: 0.0312393 | Time: 2016.42 ms [2020-12-21 02:10:25 main:581] : INFO : Epoch 1953 | loss: 0.0312315 | val_loss: 0.0312364 | Time: 2002.47 ms [2020-12-21 02:10:27 main:581] : INFO : Epoch 1954 | loss: 0.0312279 | val_loss: 0.0312343 | Time: 2015.35 ms [2020-12-21 02:10:29 main:581] : INFO : Epoch 1955 | loss: 0.0312239 | val_loss: 0.0312303 | Time: 2020.42 ms [2020-12-21 02:10:31 main:581] : INFO : Epoch 1956 | loss: 0.0312187 | val_loss: 0.031227 | Time: 2021.08 ms [2020-12-21 02:10:33 main:581] : INFO : Epoch 1957 | loss: 0.0312147 | val_loss: 0.0312226 | Time: 2017.71 ms [2020-12-21 02:10:35 main:581] : INFO : Epoch 1958 | loss: 0.0312134 | val_loss: 0.0312271 | Time: 2017.45 ms [2020-12-21 02:10:37 main:581] : INFO : Epoch 1959 | loss: 0.0312077 | val_loss: 0.0312216 | Time: 1990.32 ms [2020-12-21 02:10:39 main:581] : INFO : Epoch 1960 | loss: 0.0312033 | val_loss: 0.0312151 | Time: 2019.42 ms [2020-12-21 02:10:41 main:581] : INFO : Epoch 1961 | loss: 0.0311989 | val_loss: 0.0312262 | Time: 2023.62 ms [2020-12-21 02:10:43 main:581] : INFO : Epoch 1962 | loss: 0.0312005 | val_loss: 0.0312085 | Time: 2024.28 ms [2020-12-21 02:10:45 main:581] : INFO : Epoch 1963 | loss: 0.0311927 | val_loss: 0.0312056 | Time: 2024.47 ms [2020-12-21 02:10:47 main:581] : INFO : Epoch 1964 | loss: 0.0311887 | val_loss: 0.031204 | Time: 2014.33 ms [2020-12-21 02:10:49 main:581] : INFO : Epoch 1965 | loss: 0.031186 | val_loss: 0.031202 | Time: 2024.47 ms [2020-12-21 02:10:51 main:581] : INFO : Epoch 1966 | loss: 0.0311841 | val_loss: 0.0312 | Time: 2014.78 ms [2020-12-21 02:10:53 main:581] : INFO : Epoch 1967 | loss: 0.0311815 | val_loss: 0.0312004 | Time: 2016.8 ms [2020-12-21 02:10:55 main:581] : INFO : Epoch 1968 | loss: 0.0311802 | val_loss: 0.0312028 | Time: 2020.69 ms [2020-12-21 02:10:57 main:581] : INFO : Epoch 1969 | loss: 0.031179 | val_loss: 0.031196 | Time: 2034.69 ms [2020-12-21 02:10:59 main:581] : INFO : Epoch 1970 | loss: 0.0311785 | val_loss: 0.0311963 | Time: 2005.91 ms [2020-12-21 02:11:01 main:581] : INFO : Epoch 1971 | loss: 0.0311796 | val_loss: 0.0312027 | Time: 2022.91 ms [2020-12-21 02:11:04 main:581] : INFO : Epoch 1972 | loss: 0.0311778 | val_loss: 0.0311936 | Time: 2022.24 ms [2020-12-21 02:11:06 main:581] : INFO : Epoch 1973 | loss: 0.0311757 | val_loss: 0.0312031 | Time: 2024.56 ms [2020-12-21 02:11:08 main:581] : INFO : Epoch 1974 | loss: 0.0311758 | val_loss: 0.0311922 | Time: 2020.78 ms [2020-12-21 02:11:10 main:581] : INFO : Epoch 1975 | loss: 0.0311728 | val_loss: 0.0311916 | Time: 2020.12 ms [2020-12-21 02:11:12 main:581] : INFO : Epoch 1976 | loss: 0.0311702 | val_loss: 0.0311918 | Time: 2021.18 ms [2020-12-21 02:11:14 main:581] : INFO : Epoch 1977 | loss: 0.0311694 | val_loss: 0.0311949 | Time: 2023.92 ms [2020-12-21 02:11:16 main:581] : INFO : Epoch 1978 | loss: 0.0311701 | val_loss: 0.031194 | Time: 2021.24 ms [2020-12-21 02:11:18 main:581] : INFO : Epoch 1979 | loss: 0.0311691 | val_loss: 0.0311936 | Time: 2019.64 ms [2020-12-21 02:11:20 main:581] : INFO : Epoch 1980 | loss: 0.0311663 | val_loss: 0.031191 | Time: 2015.72 ms [2020-12-21 02:11:22 main:581] : INFO : Epoch 1981 | loss: 0.0311649 | val_loss: 0.031192 | Time: 2022.28 ms [2020-12-21 02:11:24 main:581] : INFO : Epoch 1982 | loss: 0.0311661 | val_loss: 0.0311907 | Time: 2018.71 ms [2020-12-21 02:11:26 main:581] : INFO : Epoch 1983 | loss: 0.0311645 | val_loss: 0.0311993 | Time: 2027.74 ms [2020-12-21 02:11:28 main:581] : INFO : Epoch 1984 | loss: 0.0311648 | val_loss: 0.031192 | Time: 2012.23 ms [2020-12-21 02:11:30 main:581] : INFO : Epoch 1985 | loss: 0.0311602 | val_loss: 0.0311976 | Time: 2008.36 ms [2020-12-21 02:11:32 main:581] : INFO : Epoch 1986 | loss: 0.0311598 | val_loss: 0.0311932 | Time: 1974.45 ms [2020-12-21 02:11:34 main:581] : INFO : Epoch 1987 | loss: 0.0311596 | val_loss: 0.0311923 | Time: 1950.24 ms [2020-12-21 02:11:36 main:581] : INFO : Epoch 1988 | loss: 0.0311613 | val_loss: 0.0311888 | Time: 1948.7 ms [2020-12-21 02:11:38 main:581] : INFO : Epoch 1989 | loss: 0.0311586 | val_loss: 0.0311864 | Time: 1972.92 ms [2020-12-21 02:11:40 main:581] : INFO : Epoch 1990 | loss: 0.0311651 | val_loss: 0.0311975 | Time: 2009.41 ms [2020-12-21 02:11:42 main:581] : INFO : Epoch 1991 | loss: 0.031161 | val_loss: 0.0311917 | Time: 2028.88 ms [2020-12-21 02:11:44 main:581] : INFO : Epoch 1992 | loss: 0.0311567 | val_loss: 0.0311918 | Time: 2022.32 ms [2020-12-21 02:11:46 main:581] : INFO : Epoch 1993 | loss: 0.0311558 | val_loss: 0.0311894 | Time: 2000.9 ms [2020-12-21 02:11:48 main:581] : INFO : Epoch 1994 | loss: 0.0311564 | val_loss: 0.0311891 | Time: 2012.48 ms [2020-12-21 02:11:50 main:581] : INFO : Epoch 1995 | loss: 0.0311575 | val_loss: 0.0311881 | Time: 2019.01 ms [2020-12-21 02:11:52 main:581] : INFO : Epoch 1996 | loss: 0.0311561 | val_loss: 0.0311864 | Time: 2024.38 ms [2020-12-21 02:11:54 main:581] : INFO : Epoch 1997 | loss: 0.0311576 | val_loss: 0.0311883 | Time: 2021.25 ms [2020-12-21 02:11:56 main:581] : INFO : Epoch 1998 | loss: 0.0311592 | val_loss: 0.0311876 | Time: 2015.73 ms [2020-12-21 02:11:58 main:581] : INFO : Epoch 1999 | loss: 0.0311621 | val_loss: 0.0311861 | Time: 2019.96 ms [2020-12-21 02:12:00 main:581] : INFO : Epoch 2000 | loss: 0.031161 | val_loss: 0.0311899 | Time: 2010.99 ms [2020-12-21 02:12:02 main:581] : INFO : Epoch 2001 | loss: 0.0311653 | val_loss: 0.0311815 | Time: 2019.55 ms [2020-12-21 02:12:04 main:581] : INFO : Epoch 2002 | loss: 0.0311626 | val_loss: 0.0311862 | Time: 2015.3 ms [2020-12-21 02:12:06 main:581] : INFO : Epoch 2003 | loss: 0.0311572 | val_loss: 0.0311832 | Time: 2009.92 ms [2020-12-21 02:12:08 main:581] : INFO : Epoch 2004 | loss: 0.0311552 | val_loss: 0.0311909 | Time: 1983.12 ms [2020-12-21 02:12:10 main:581] : INFO : Epoch 2005 | loss: 0.0311566 | val_loss: 0.0311836 | Time: 1993.71 ms [2020-12-21 02:12:12 main:581] : INFO : Epoch 2006 | loss: 0.0311546 | val_loss: 0.031184 | Time: 2024.04 ms [2020-12-21 02:12:14 main:581] : INFO : Epoch 2007 | loss: 0.031152 | val_loss: 0.0311856 | Time: 2014.38 ms [2020-12-21 02:12:16 main:581] : INFO : Epoch 2008 | loss: 0.031152 | val_loss: 0.0311856 | Time: 2026.51 ms [2020-12-21 02:12:18 main:581] : INFO : Epoch 2009 | loss: 0.0311522 | val_loss: 0.0311834 | Time: 2019.95 ms [2020-12-21 02:12:20 main:581] : INFO : Epoch 2010 | loss: 0.0311521 | val_loss: 0.0311884 | Time: 1915.72 ms [2020-12-21 02:12:22 main:581] : INFO : Epoch 2011 | loss: 0.0311529 | val_loss: 0.0311925 | Time: 2003.2 ms [2020-12-21 02:12:24 main:581] : INFO : Epoch 2012 | loss: 0.0311546 | val_loss: 0.0311875 | Time: 2014.06 ms [2020-12-21 02:12:26 main:581] : INFO : Epoch 2013 | loss: 0.0311513 | val_loss: 0.0311856 | Time: 2020.57 ms [2020-12-21 02:12:28 main:581] : INFO : Epoch 2014 | loss: 0.0311496 | val_loss: 0.0311906 | Time: 2020.78 ms [2020-12-21 02:12:30 main:581] : INFO : Epoch 2015 | loss: 0.0311487 | val_loss: 0.0311874 | Time: 2006.1 ms [2020-12-21 02:12:32 main:581] : INFO : Epoch 2016 | loss: 0.0311467 | val_loss: 0.0311888 | Time: 2017.37 ms [2020-12-21 02:12:34 main:581] : INFO : Epoch 2017 | loss: 0.0311454 | val_loss: 0.0311904 | Time: 2022.64 ms [2020-12-21 02:12:36 main:581] : INFO : Epoch 2018 | loss: 0.0311461 | val_loss: 0.0311907 | Time: 2020.95 ms [2020-12-21 02:12:38 main:581] : INFO : Epoch 2019 | loss: 0.031144 | val_loss: 0.031189 | Time: 2024.65 ms [2020-12-21 02:12:40 main:581] : INFO : Epoch 2020 | loss: 0.0311452 | val_loss: 0.0311868 | Time: 2016.19 ms [2020-12-21 02:12:42 main:581] : INFO : Epoch 2021 | loss: 0.0311433 | val_loss: 0.0311874 | Time: 2020.79 ms [2020-12-21 02:12:44 main:581] : INFO : Epoch 2022 | loss: 0.0311485 | val_loss: 0.0311905 | Time: 2015.79 ms [2020-12-21 02:12:46 main:581] : INFO : Epoch 2023 | loss: 0.0311448 | val_loss: 0.031188 | Time: 2011.09 ms [2020-12-21 02:12:48 main:581] : INFO : Epoch 2024 | loss: 0.0311472 | val_loss: 0.0311864 | Time: 2013.36 ms [2020-12-21 02:12:50 main:581] : INFO : Epoch 2025 | loss: 0.0311436 | val_loss: 0.0311948 | Time: 2013.8 ms [2020-12-21 02:12:52 main:581] : INFO : Epoch 2026 | loss: 0.0311404 | val_loss: 0.031193 | Time: 1992.58 ms [2020-12-21 02:12:54 main:581] : INFO : Epoch 2027 | loss: 0.0311413 | val_loss: 0.0311979 | Time: 1972.26 ms [2020-12-21 02:12:56 main:581] : INFO : Epoch 2028 | loss: 0.0311451 | val_loss: 0.0312074 | Time: 2020.44 ms [2020-12-21 02:12:58 main:581] : INFO : Epoch 2029 | loss: 0.0311451 | val_loss: 0.0311914 | Time: 2017.35 ms [2020-12-21 02:13:00 main:581] : INFO : Epoch 2030 | loss: 0.0311421 | val_loss: 0.0311887 | Time: 2022.84 ms [2020-12-21 02:13:02 main:581] : INFO : Epoch 2031 | loss: 0.0311393 | val_loss: 0.0311866 | Time: 1975.07 ms [2020-12-21 02:13:04 main:581] : INFO : Epoch 2032 | loss: 0.0311382 | val_loss: 0.031193 | Time: 2024.49 ms [2020-12-21 02:13:06 main:581] : INFO : Epoch 2033 | loss: 0.0311386 | val_loss: 0.0311933 | Time: 2019.58 ms [2020-12-21 02:13:08 main:581] : INFO : Epoch 2034 | loss: 0.0311438 | val_loss: 0.0311861 | Time: 2016.81 ms [2020-12-21 02:13:10 main:581] : INFO : Epoch 2035 | loss: 0.0311457 | val_loss: 0.0311825 | Time: 2012.86 ms [2020-12-21 02:13:12 main:581] : INFO : Epoch 2036 | loss: 0.0311402 | val_loss: 0.0311894 | Time: 2014.32 ms [2020-12-21 02:13:14 main:581] : INFO : Epoch 2037 | loss: 0.0311423 | val_loss: 0.0311926 | Time: 2010.94 ms [2020-12-21 02:13:16 main:581] : INFO : Epoch 2038 | loss: 0.0311388 | val_loss: 0.0311874 | Time: 2017.37 ms [2020-12-21 02:13:18 main:581] : INFO : Epoch 2039 | loss: 0.0311376 | val_loss: 0.0311884 | Time: 1850.71 ms [2020-12-21 02:13:20 main:581] : INFO : Epoch 2040 | loss: 0.0311368 | val_loss: 0.0311926 | Time: 1970.51 ms [2020-12-21 02:13:22 main:581] : INFO : Epoch 2041 | loss: 0.0311458 | val_loss: 0.0311848 | Time: 2004.38 ms [2020-12-21 02:13:24 main:581] : INFO : Epoch 2042 | loss: 0.0311521 | val_loss: 0.0311868 | Time: 2003.21 ms [2020-12-21 02:13:26 main:581] : INFO : Epoch 2043 | loss: 0.0311462 | val_loss: 0.0311843 | Time: 2002.56 ms [2020-12-21 02:13:28 main:581] : INFO : Epoch 2044 | loss: 0.0311444 | val_loss: 0.0311878 | Time: 2006.39 ms [2020-12-21 02:13:30 main:581] : INFO : Epoch 2045 | loss: 0.0311462 | val_loss: 0.0311867 | Time: 2007.6 ms [2020-12-21 02:13:32 main:581] : INFO : Epoch 2046 | loss: 0.0311429 | val_loss: 0.0311823 | Time: 1945.28 ms [2020-12-21 02:13:34 main:581] : INFO : Epoch 2047 | loss: 0.0311469 | val_loss: 0.0311904 | Time: 1941.23 ms [2020-12-21 02:13:36 main:581] : INFO : Epoch 2048 | loss: 0.0311475 | val_loss: 0.0311902 | Time: 1960.58 ms [2020-12-21 02:13:36 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311902 [2020-12-21 02:13:36 main:610] : INFO : Saving end state to config to file [2020-12-21 02:13:36 main:615] : INFO : Success, exiting.. 02:13:36 (3051408): 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)