Task 5014232
| Name | ParityModified-1617245748-22647-2_1 |
| Workunit | 2864694 |
| Created | 14 Apr 2021, 10:11:11 UTC |
| Sent | 14 Apr 2021, 11:39:32 UTC |
| Report deadline | 21 Apr 2021, 11:39:32 UTC |
| Received | 14 Apr 2021, 12:52:10 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9697 |
| Run time | 1 hours 11 min 55 sec |
| CPU time | 1 hours 8 min 10 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 2,491.87 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> 19 | val_loss: 0.031167 | Time: 1994.36 ms [2021-04-14 20:33:31 main:574] : INFO : Epoch 1531 | loss: 0.0311605 | val_loss: 0.0311684 | Time: 2013.64 ms [2021-04-14 20:33:33 main:574] : INFO : Epoch 1532 | loss: 0.0311586 | val_loss: 0.0311667 | Time: 1985.73 ms [2021-04-14 20:33:35 main:574] : INFO : Epoch 1533 | loss: 0.0311598 | val_loss: 0.0311679 | Time: 2041.8 ms [2021-04-14 20:33:37 main:574] : INFO : Epoch 1534 | loss: 0.031159 | val_loss: 0.0311692 | Time: 2028.91 ms [2021-04-14 20:33:39 main:574] : INFO : Epoch 1535 | loss: 0.0311614 | val_loss: 0.0311699 | Time: 2011.53 ms [2021-04-14 20:33:41 main:574] : INFO : Epoch 1536 | loss: 0.0311583 | val_loss: 0.0311649 | Time: 2005.18 ms [2021-04-14 20:33:43 main:574] : INFO : Epoch 1537 | loss: 0.0311576 | val_loss: 0.031166 | Time: 2030.75 ms [2021-04-14 20:33:45 main:574] : INFO : Epoch 1538 | loss: 0.0311572 | val_loss: 0.0311734 | Time: 2003.37 ms [2021-04-14 20:33:47 main:574] : INFO : Epoch 1539 | loss: 0.0311594 | val_loss: 0.0311667 | Time: 1997.65 ms [2021-04-14 20:33:50 main:574] : INFO : Epoch 1540 | loss: 0.0311569 | val_loss: 0.0311686 | Time: 2066.33 ms [2021-04-14 20:33:52 main:574] : INFO : Epoch 1541 | loss: 0.0311595 | val_loss: 0.0311716 | Time: 2021.93 ms [2021-04-14 20:33:54 main:574] : INFO : Epoch 1542 | loss: 0.0311599 | val_loss: 0.0311673 | Time: 2018.69 ms [2021-04-14 20:33:56 main:574] : INFO : Epoch 1543 | loss: 0.0311592 | val_loss: 0.0311672 | Time: 2015.1 ms [2021-04-14 20:33:58 main:574] : INFO : Epoch 1544 | loss: 0.0311605 | val_loss: 0.031169 | Time: 2030.2 ms [2021-04-14 20:34:00 main:574] : INFO : Epoch 1545 | loss: 0.0311642 | val_loss: 0.0311732 | Time: 2013.58 ms [2021-04-14 20:34:02 main:574] : INFO : Epoch 1546 | loss: 0.0311662 | val_loss: 0.031168 | Time: 2022.97 ms [2021-04-14 20:34:04 main:574] : INFO : Epoch 1547 | loss: 0.0311601 | val_loss: 0.0311677 | Time: 2035.5 ms [2021-04-14 20:34:06 main:574] : INFO : Epoch 1548 | loss: 0.0311601 | val_loss: 0.0311706 | Time: 2015.96 ms [2021-04-14 20:34:09 main:574] : INFO : Epoch 1549 | loss: 0.0311609 | val_loss: 0.0311742 | Time: 2019.67 ms [2021-04-14 20:34:11 main:574] : INFO : Epoch 1550 | loss: 0.0311629 | val_loss: 0.0311722 | Time: 2019.02 ms [2021-04-14 20:34:13 main:574] : INFO : Epoch 1551 | loss: 0.03116 | val_loss: 0.0311665 | Time: 2022.8 ms [2021-04-14 20:34:15 main:574] : INFO : Epoch 1552 | loss: 0.031159 | val_loss: 0.0311666 | Time: 2011.48 ms [2021-04-14 20:34:17 main:574] : INFO : Epoch 1553 | loss: 0.0311651 | val_loss: 0.0311717 | Time: 2019.57 ms [2021-04-14 20:34:19 main:574] : INFO : Epoch 1554 | loss: 0.0311623 | val_loss: 0.0311707 | Time: 2014.96 ms [2021-04-14 20:34:22 main:574] : INFO : Epoch 1555 | loss: 0.03116 | val_loss: 0.0311697 | Time: 2011.95 ms [2021-04-14 20:34:24 main:574] : INFO : Epoch 1556 | loss: 0.0311598 | val_loss: 0.0311687 | Time: 1998.62 ms [2021-04-14 20:34:26 main:574] : INFO : Epoch 1557 | loss: 0.0311574 | val_loss: 0.0311718 | Time: 2050.94 ms [2021-04-14 20:34:28 main:574] : INFO : Epoch 1558 | loss: 0.0311575 | val_loss: 0.0311695 | Time: 2018.53 ms [2021-04-14 20:34:30 main:574] : INFO : Epoch 1559 | loss: 0.0311575 | val_loss: 0.0311696 | Time: 1993.86 ms [2021-04-14 20:34:32 main:574] : INFO : Epoch 1560 | loss: 0.0311568 | val_loss: 0.0311697 | Time: 2013.12 ms [2021-04-14 20:34:34 main:574] : INFO : Epoch 1561 | loss: 0.0311586 | val_loss: 0.0311688 | Time: 2039.95 ms [2021-04-14 20:34:36 main:574] : INFO : Epoch 1562 | loss: 0.0311613 | val_loss: 0.031165 | Time: 2043.27 ms [2021-04-14 20:34:38 main:574] : INFO : Epoch 1563 | loss: 0.0311579 | val_loss: 0.0311643 | Time: 2010.24 ms [2021-04-14 20:34:40 main:574] : INFO : Epoch 1564 | loss: 0.0311582 | val_loss: 0.0311676 | Time: 2013.79 ms [2021-04-14 20:34:42 main:574] : INFO : Epoch 1565 | loss: 0.0311614 | val_loss: 0.0311664 | Time: 2024.52 ms [2021-04-14 20:34:45 main:574] : INFO : Epoch 1566 | loss: 0.0311618 | val_loss: 0.0311675 | Time: 2022.05 ms [2021-04-14 20:34:47 main:574] : INFO : Epoch 1567 | loss: 0.0311643 | val_loss: 0.03117 | Time: 2039.44 ms [2021-04-14 20:34:49 main:574] : INFO : Epoch 1568 | loss: 0.0311631 | val_loss: 0.0311702 | Time: 2022.48 ms [2021-04-14 20:34:51 main:574] : INFO : Epoch 1569 | loss: 0.0311638 | val_loss: 0.0311772 | Time: 1996.72 ms [2021-04-14 20:34:53 main:574] : INFO : Epoch 1570 | loss: 0.0311654 | val_loss: 0.0311759 | Time: 2007.02 ms [2021-04-14 20:34:55 main:574] : INFO : Epoch 1571 | loss: 0.031169 | val_loss: 0.0311724 | Time: 2042.31 ms [2021-04-14 20:34:57 main:574] : INFO : Epoch 1572 | loss: 0.0311689 | val_loss: 0.0311719 | Time: 2008.41 ms [2021-04-14 20:34:59 main:574] : INFO : Epoch 1573 | loss: 0.0311688 | val_loss: 0.031173 | Time: 2009.26 ms [2021-04-14 20:35:01 main:574] : INFO : Epoch 1574 | loss: 0.0311659 | val_loss: 0.0311734 | Time: 2068.59 ms [2021-04-14 20:35:03 main:574] : INFO : Epoch 1575 | loss: 0.031166 | val_loss: 0.0311755 | Time: 2001.48 ms [2021-04-14 20:35:06 main:574] : INFO : Epoch 1576 | loss: 0.0311658 | val_loss: 0.0311751 | Time: 2008.98 ms [2021-04-14 20:35:08 main:574] : INFO : Epoch 1577 | loss: 0.0311651 | val_loss: 0.0311713 | Time: 2019.29 ms [2021-04-14 20:35:10 main:574] : INFO : Epoch 1578 | loss: 0.0311624 | val_loss: 0.0311683 | Time: 2014.94 ms [2021-04-14 20:35:12 main:574] : INFO : Epoch 1579 | loss: 0.0311618 | val_loss: 0.0311664 | Time: 1992.84 ms [2021-04-14 20:35:14 main:574] : INFO : Epoch 1580 | loss: 0.031162 | val_loss: 0.0311665 | Time: 2032.39 ms [2021-04-14 20:35:16 main:574] : INFO : Epoch 1581 | loss: 0.0311613 | val_loss: 0.0311722 | Time: 2069.9 ms [2021-04-14 20:35:19 main:574] : INFO : Epoch 1582 | loss: 0.0311638 | val_loss: 0.0311712 | Time: 2005.73 ms [2021-04-14 20:35:21 main:574] : INFO : Epoch 1583 | loss: 0.0311637 | val_loss: 0.0311699 | Time: 2004.78 ms [2021-04-14 20:35:23 main:574] : INFO : Epoch 1584 | loss: 0.0311622 | val_loss: 0.0311772 | Time: 2041.05 ms [2021-04-14 20:35:25 main:574] : INFO : Epoch 1585 | loss: 0.0311623 | val_loss: 0.031166 | Time: 1994.59 ms [2021-04-14 20:35:27 main:574] : INFO : Epoch 1586 | loss: 0.0311598 | val_loss: 0.0311673 | Time: 2010.82 ms [2021-04-14 20:35:29 main:574] : INFO : Epoch 1587 | loss: 0.0311592 | val_loss: 0.0311688 | Time: 2053.43 ms [2021-04-14 20:35:31 main:574] : INFO : Epoch 1588 | loss: 0.0311585 | val_loss: 0.031167 | Time: 2015.15 ms [2021-04-14 20:35:33 main:574] : INFO : Epoch 1589 | loss: 0.031159 | val_loss: 0.0311673 | Time: 2032.08 ms [2021-04-14 20:35:35 main:574] : INFO : Epoch 1590 | loss: 0.0311596 | val_loss: 0.0311671 | Time: 2020.04 ms [2021-04-14 20:35:37 main:574] : INFO : Epoch 1591 | loss: 0.0311611 | val_loss: 0.031167 | Time: 2005.03 ms [2021-04-14 20:35:39 main:574] : INFO : Epoch 1592 | loss: 0.0311599 | val_loss: 0.0311687 | Time: 1992.3 ms [2021-04-14 20:35:41 main:574] : INFO : Epoch 1593 | loss: 0.0311605 | val_loss: 0.0311673 | Time: 2018.45 ms [2021-04-14 20:35:44 main:574] : INFO : Epoch 1594 | loss: 0.0311607 | val_loss: 0.0311726 | Time: 2039.96 ms [2021-04-14 20:35:46 main:574] : INFO : Epoch 1595 | loss: 0.0311595 | val_loss: 0.0311681 | Time: 2004.17 ms [2021-04-14 20:35:48 main:574] : INFO : Epoch 1596 | loss: 0.0311574 | val_loss: 0.0311698 | Time: 2005.5 ms [2021-04-14 20:35:50 main:574] : INFO : Epoch 1597 | loss: 0.0311577 | val_loss: 0.0311662 | Time: 2018.28 ms [2021-04-14 20:35:52 main:574] : INFO : Epoch 1598 | loss: 0.0311604 | val_loss: 0.0311667 | Time: 2035.08 ms [2021-04-14 20:35:54 main:574] : INFO : Epoch 1599 | loss: 0.0311605 | val_loss: 0.0311667 | Time: 2015.83 ms [2021-04-14 20:35:56 main:574] : INFO : Epoch 1600 | loss: 0.0311592 | val_loss: 0.0311698 | Time: 2051.37 ms [2021-04-14 20:35:58 main:574] : INFO : Epoch 1601 | loss: 0.0311599 | val_loss: 0.0311739 | Time: 2022.84 ms [2021-04-14 20:36:00 main:574] : INFO : Epoch 1602 | loss: 0.0311632 | val_loss: 0.0311696 | Time: 2007.18 ms [2021-04-14 20:36:02 main:574] : INFO : Epoch 1603 | loss: 0.0311604 | val_loss: 0.0311739 | Time: 1996.21 ms [2021-04-14 20:36:05 main:574] : INFO : Epoch 1604 | loss: 0.0311608 | val_loss: 0.0311711 | Time: 2036.73 ms [2021-04-14 20:36:07 main:574] : INFO : Epoch 1605 | loss: 0.0311607 | val_loss: 0.0311692 | Time: 2006.15 ms [2021-04-14 20:36:09 main:574] : INFO : Epoch 1606 | loss: 0.0311604 | val_loss: 0.031169 | Time: 1979.79 ms [2021-04-14 20:36:11 main:574] : INFO : Epoch 1607 | loss: 0.0311597 | val_loss: 0.0311685 | Time: 2024.32 ms [2021-04-14 20:36:13 main:574] : INFO : Epoch 1608 | loss: 0.0311588 | val_loss: 0.0311673 | Time: 2006.32 ms [2021-04-14 20:36:15 main:574] : INFO : Epoch 1609 | loss: 0.0311601 | val_loss: 0.0311691 | Time: 2005.67 ms [2021-04-14 20:36:17 main:574] : INFO : Epoch 1610 | loss: 0.0311611 | val_loss: 0.0311717 | Time: 1985.87 ms [2021-04-14 20:36:19 main:574] : INFO : Epoch 1611 | loss: 0.031165 | val_loss: 0.0311707 | Time: 2059.35 ms [2021-04-14 20:36:21 main:574] : INFO : Epoch 1612 | loss: 0.0311674 | val_loss: 0.0311764 | Time: 1994.42 ms [2021-04-14 20:36:23 main:574] : INFO : Epoch 1613 | loss: 0.0311642 | val_loss: 0.03117 | Time: 1993.92 ms [2021-04-14 20:36:25 main:574] : INFO : Epoch 1614 | loss: 0.0311621 | val_loss: 0.0311721 | Time: 2026.77 ms [2021-04-14 20:36:27 main:574] : INFO : Epoch 1615 | loss: 0.0311663 | val_loss: 0.0311695 | Time: 2027.24 ms [2021-04-14 20:36:29 main:574] : INFO : Epoch 1616 | loss: 0.0311654 | val_loss: 0.0311694 | Time: 1999.95 ms [2021-04-14 20:36:32 main:574] : INFO : Epoch 1617 | loss: 0.0311621 | val_loss: 0.0311702 | Time: 2016.3 ms [2021-04-14 20:36:34 main:574] : INFO : Epoch 1618 | loss: 0.0311637 | val_loss: 0.0311823 | Time: 2084.46 ms [2021-04-14 20:36:36 main:574] : INFO : Epoch 1619 | loss: 0.0311652 | val_loss: 0.0311794 | Time: 2011.27 ms [2021-04-14 20:36:38 main:574] : INFO : Epoch 1620 | loss: 0.0311712 | val_loss: 0.0311758 | Time: 2028.77 ms [2021-04-14 20:36:40 main:574] : INFO : Epoch 1621 | loss: 0.0311745 | val_loss: 0.0311784 | Time: 2083.68 ms [2021-04-14 20:36:42 main:574] : INFO : Epoch 1622 | loss: 0.0311789 | val_loss: 0.0311821 | Time: 2020.65 ms [2021-04-14 20:36:44 main:574] : INFO : Epoch 1623 | loss: 0.0311864 | val_loss: 0.0312038 | Time: 1995.31 ms [2021-04-14 20:36:46 main:574] : INFO : Epoch 1624 | loss: 0.0311986 | val_loss: 0.0312008 | Time: 2047.95 ms [2021-04-14 20:36:48 main:574] : INFO : Epoch 1625 | loss: 0.0311913 | val_loss: 0.03119 | Time: 2037.17 ms [2021-04-14 20:36:51 main:574] : INFO : Epoch 1626 | loss: 0.031188 | val_loss: 0.031188 | Time: 1989.64 ms [2021-04-14 20:36:53 main:574] : INFO : Epoch 1627 | loss: 0.0311912 | val_loss: 0.0311872 | Time: 2008.19 ms [2021-04-14 20:36:55 main:574] : INFO : Epoch 1628 | loss: 0.0311902 | val_loss: 0.031182 | Time: 2031.72 ms [2021-04-14 20:36:57 main:574] : INFO : Epoch 1629 | loss: 0.0311854 | val_loss: 0.0311821 | Time: 1995.53 ms [2021-04-14 20:36:59 main:574] : INFO : Epoch 1630 | loss: 0.0311895 | val_loss: 0.0311949 | Time: 1994.47 ms [2021-04-14 20:37:01 main:574] : INFO : Epoch 1631 | loss: 0.031194 | val_loss: 0.0311877 | Time: 2084.34 ms [2021-04-14 20:37:03 main:574] : INFO : Epoch 1632 | loss: 0.0311873 | val_loss: 0.0311887 | Time: 2001.95 ms [2021-04-14 20:37:05 main:574] : INFO : Epoch 1633 | loss: 0.031188 | val_loss: 0.0311838 | Time: 2015.65 ms [2021-04-14 20:37:07 main:574] : INFO : Epoch 1634 | loss: 0.0311873 | val_loss: 0.0311883 | Time: 2006.18 ms [2021-04-14 20:37:09 main:574] : INFO : Epoch 1635 | loss: 0.031187 | val_loss: 0.0311852 | Time: 2025.75 ms [2021-04-14 20:37:11 main:574] : INFO : Epoch 1636 | loss: 0.0311846 | val_loss: 0.0311838 | Time: 1991.53 ms [2021-04-14 20:37:13 main:574] : INFO : Epoch 1637 | loss: 0.0311867 | val_loss: 0.0311808 | Time: 2015.84 ms [2021-04-14 20:37:16 main:574] : INFO : Epoch 1638 | loss: 0.031186 | val_loss: 0.031182 | Time: 2008.45 ms [2021-04-14 20:37:18 main:574] : INFO : Epoch 1639 | loss: 0.0311846 | val_loss: 0.0311815 | Time: 1999.97 ms [2021-04-14 20:37:20 main:574] : INFO : Epoch 1640 | loss: 0.0311837 | val_loss: 0.0311821 | Time: 2008.39 ms [2021-04-14 20:37:22 main:574] : INFO : Epoch 1641 | loss: 0.031182 | val_loss: 0.0311822 | Time: 2025.47 ms [2021-04-14 20:37:24 main:574] : INFO : Epoch 1642 | loss: 0.0311817 | val_loss: 0.03118 | Time: 2022.06 ms [2021-04-14 20:37:26 main:574] : INFO : Epoch 1643 | loss: 0.0311804 | val_loss: 0.0311815 | Time: 1984.84 ms [2021-04-14 20:37:28 main:574] : INFO : Epoch 1644 | loss: 0.0311842 | val_loss: 0.0311872 | Time: 2024.27 ms [2021-04-14 20:37:30 main:574] : INFO : Epoch 1645 | loss: 0.0311893 | val_loss: 0.0311844 | Time: 2051.3 ms [2021-04-14 20:37:32 main:574] : INFO : Epoch 1646 | loss: 0.0311834 | val_loss: 0.0311835 | Time: 2020.72 ms [2021-04-14 20:37:34 main:574] : INFO : Epoch 1647 | loss: 0.0311824 | val_loss: 0.0311836 | Time: 1989.94 ms [2021-04-14 20:37:36 main:574] : INFO : Epoch 1648 | loss: 0.0311807 | val_loss: 0.0311823 | Time: 2037.77 ms [2021-04-14 20:37:38 main:574] : INFO : Epoch 1649 | loss: 0.0311797 | val_loss: 0.0311818 | Time: 2026.61 ms [2021-04-14 20:37:41 main:574] : INFO : Epoch 1650 | loss: 0.0311788 | val_loss: 0.0311813 | Time: 1994.83 ms [2021-04-14 20:37:43 main:574] : INFO : Epoch 1651 | loss: 0.0311803 | val_loss: 0.0311809 | Time: 2050.1 ms [2021-04-14 20:37:45 main:574] : INFO : Epoch 1652 | loss: 0.0311799 | val_loss: 0.0311812 | Time: 2018.49 ms [2021-04-14 20:37:47 main:574] : INFO : Epoch 1653 | loss: 0.0311796 | val_loss: 0.0311831 | Time: 2013.48 ms [2021-04-14 20:37:49 main:574] : INFO : Epoch 1654 | loss: 0.0311796 | val_loss: 0.0311781 | Time: 1995.57 ms [2021-04-14 20:37:51 main:574] : INFO : Epoch 1655 | loss: 0.0311761 | val_loss: 0.0311788 | Time: 2028.78 ms [2021-04-14 20:37:53 main:574] : INFO : Epoch 1656 | loss: 0.0311788 | val_loss: 0.031178 | Time: 1998.69 ms [2021-04-14 20:37:55 main:574] : INFO : Epoch 1657 | loss: 0.0311798 | val_loss: 0.031183 | Time: 2000.41 ms [2021-04-14 20:37:57 main:574] : INFO : Epoch 1658 | loss: 0.0311784 | val_loss: 0.0311749 | Time: 2038.94 ms [2021-04-14 20:37:59 main:574] : INFO : Epoch 1659 | loss: 0.0311768 | val_loss: 0.0311746 | Time: 2020.16 ms [2021-04-14 20:38:01 main:574] : INFO : Epoch 1660 | loss: 0.0311773 | val_loss: 0.0311765 | Time: 2012.44 ms [2021-04-14 20:38:04 main:574] : INFO : Epoch 1661 | loss: 0.0311769 | val_loss: 0.0311765 | Time: 2007.78 ms [2021-04-14 20:38:06 main:574] : INFO : Epoch 1662 | loss: 0.0311764 | val_loss: 0.0311805 | Time: 2021.63 ms [2021-04-14 20:38:08 main:574] : INFO : Epoch 1663 | loss: 0.0311792 | val_loss: 0.0311821 | Time: 2012.78 ms [2021-04-14 20:38:10 main:574] : INFO : Epoch 1664 | loss: 0.03118 | val_loss: 0.0311795 | Time: 2007.51 ms [2021-04-14 20:38:12 main:574] : INFO : Epoch 1665 | loss: 0.0311799 | val_loss: 0.0311783 | Time: 2014.08 ms [2021-04-14 20:38:14 main:574] : INFO : Epoch 1666 | loss: 0.0311796 | val_loss: 0.0311777 | Time: 2008.57 ms [2021-04-14 20:38:16 main:574] : INFO : Epoch 1667 | loss: 0.0311772 | val_loss: 0.0311793 | Time: 2018.41 ms [2021-04-14 20:38:18 main:574] : INFO : Epoch 1668 | loss: 0.0311766 | val_loss: 0.0311804 | Time: 2048.41 ms [2021-04-14 20:38:20 main:574] : INFO : Epoch 1669 | loss: 0.0311755 | val_loss: 0.0311767 | Time: 2025.16 ms [2021-04-14 20:38:22 main:574] : INFO : Epoch 1670 | loss: 0.0311751 | val_loss: 0.0311779 | Time: 2005.8 ms [2021-04-14 20:38:25 main:574] : INFO : Epoch 1671 | loss: 0.0311744 | val_loss: 0.0311771 | Time: 2052.96 ms [2021-04-14 20:38:27 main:574] : INFO : Epoch 1672 | loss: 0.0311738 | val_loss: 0.0311764 | Time: 2015.14 ms [2021-04-14 20:38:29 main:574] : INFO : Epoch 1673 | loss: 0.0311738 | val_loss: 0.031177 | Time: 2017.21 ms [2021-04-14 20:38:31 main:574] : INFO : Epoch 1674 | loss: 0.0311731 | val_loss: 0.0311793 | Time: 1997.07 ms [2021-04-14 20:38:33 main:574] : INFO : Epoch 1675 | loss: 0.031175 | val_loss: 0.0311836 | Time: 2013.45 ms [2021-04-14 20:38:35 main:574] : INFO : Epoch 1676 | loss: 0.0311729 | val_loss: 0.0311777 | Time: 1992.31 ms [2021-04-14 20:38:37 main:574] : INFO : Epoch 1677 | loss: 0.0311723 | val_loss: 0.0311777 | Time: 1994.51 ms [2021-04-14 20:38:39 main:574] : INFO : Epoch 1678 | loss: 0.0311731 | val_loss: 0.0311772 | Time: 2021.98 ms [2021-04-14 20:38:41 main:574] : INFO : Epoch 1679 | loss: 0.0311731 | val_loss: 0.0311781 | Time: 2027.88 ms [2021-04-14 20:38:43 main:574] : INFO : Epoch 1680 | loss: 0.0311729 | val_loss: 0.0311766 | Time: 2021.38 ms [2021-04-14 20:38:45 main:574] : INFO : Epoch 1681 | loss: 0.0311721 | val_loss: 0.0311769 | Time: 2014.61 ms [2021-04-14 20:38:48 main:574] : INFO : Epoch 1682 | loss: 0.0311735 | val_loss: 0.0311761 | Time: 2031.18 ms [2021-04-14 20:38:50 main:574] : INFO : Epoch 1683 | loss: 0.0311742 | val_loss: 0.0311749 | Time: 2020.3 ms [2021-04-14 20:38:52 main:574] : INFO : Epoch 1684 | loss: 0.031175 | val_loss: 0.0311755 | Time: 1996.3 ms [2021-04-14 20:38:54 main:574] : INFO : Epoch 1685 | loss: 0.0311722 | val_loss: 0.0311773 | Time: 2025.57 ms [2021-04-14 20:38:56 main:574] : INFO : Epoch 1686 | loss: 0.0311741 | val_loss: 0.0311778 | Time: 2001.78 ms [2021-04-14 20:38:58 main:574] : INFO : Epoch 1687 | loss: 0.0311726 | val_loss: 0.0311779 | Time: 2009.55 ms [2021-04-14 20:39:00 main:574] : INFO : Epoch 1688 | loss: 0.0311739 | val_loss: 0.03118 | Time: 2003.24 ms [2021-04-14 20:39:02 main:574] : INFO : Epoch 1689 | loss: 0.0311767 | val_loss: 0.0311807 | Time: 2030.21 ms [2021-04-14 20:39:04 main:574] : INFO : Epoch 1690 | loss: 0.0311756 | val_loss: 0.0311795 | Time: 2009.13 ms [2021-04-14 20:39:06 main:574] : INFO : Epoch 1691 | loss: 0.0311742 | val_loss: 0.0311789 | Time: 2008.66 ms [2021-04-14 20:39:08 main:574] : INFO : Epoch 1692 | loss: 0.0311748 | val_loss: 0.0311794 | Time: 1997.35 ms [2021-04-14 20:39:10 main:574] : INFO : Epoch 1693 | loss: 0.0311733 | val_loss: 0.0311785 | Time: 1991.89 ms [2021-04-14 20:39:13 main:574] : INFO : Epoch 1694 | loss: 0.0311732 | val_loss: 0.0311785 | Time: 2037.26 ms [2021-04-14 20:39:15 main:574] : INFO : Epoch 1695 | loss: 0.0311712 | val_loss: 0.0311787 | Time: 2058.76 ms [2021-04-14 20:39:17 main:574] : INFO : Epoch 1696 | loss: 0.0311731 | val_loss: 0.0311784 | Time: 2005.7 ms [2021-04-14 20:39:19 main:574] : INFO : Epoch 1697 | loss: 0.0311744 | val_loss: 0.031179 | Time: 2009.18 ms [2021-04-14 20:39:21 main:574] : INFO : Epoch 1698 | loss: 0.0311744 | val_loss: 0.031179 | Time: 2016.71 ms [2021-04-14 20:39:23 main:574] : INFO : Epoch 1699 | loss: 0.0311734 | val_loss: 0.0311773 | Time: 2018.68 ms [2021-04-14 20:39:25 main:574] : INFO : Epoch 1700 | loss: 0.0311712 | val_loss: 0.0311778 | Time: 1984.52 ms [2021-04-14 20:39:27 main:574] : INFO : Epoch 1701 | loss: 0.0311741 | val_loss: 0.0311783 | Time: 2008.38 ms [2021-04-14 20:39:29 main:574] : INFO : Epoch 1702 | loss: 0.0311725 | val_loss: 0.0311807 | Time: 2051.87 ms [2021-04-14 20:39:31 main:574] : INFO : Epoch 1703 | loss: 0.0311727 | val_loss: 0.0311768 | Time: 2000.62 ms [2021-04-14 20:39:33 main:574] : INFO : Epoch 1704 | loss: 0.0311723 | val_loss: 0.0311771 | Time: 2017.1 ms [2021-04-14 20:39:36 main:574] : INFO : Epoch 1705 | loss: 0.0311717 | val_loss: 0.0311803 | Time: 2024.6 ms [2021-04-14 20:39:38 main:574] : INFO : Epoch 1706 | loss: 0.03117 | val_loss: 0.0311773 | Time: 2004.16 ms [2021-04-14 20:39:40 main:574] : INFO : Epoch 1707 | loss: 0.0311714 | val_loss: 0.0311805 | Time: 1997.39 ms [2021-04-14 20:39:42 main:574] : INFO : Epoch 1708 | loss: 0.0311734 | val_loss: 0.0311805 | Time: 2002.27 ms [2021-04-14 20:39:44 main:574] : INFO : Epoch 1709 | loss: 0.0311807 | val_loss: 0.0311789 | Time: 2016.75 ms [2021-04-14 20:39:46 main:574] : INFO : Epoch 1710 | loss: 0.0311796 | val_loss: 0.0311793 | Time: 2000.76 ms [2021-04-14 20:39:48 main:574] : INFO : Epoch 1711 | loss: 0.03118 | val_loss: 0.0311786 | Time: 2007.75 ms [2021-04-14 20:39:50 main:574] : INFO : Epoch 1712 | loss: 0.0311786 | val_loss: 0.0311778 | Time: 2036.5 ms [2021-04-14 20:39:52 main:574] : INFO : Epoch 1713 | loss: 0.0311798 | val_loss: 0.0311779 | Time: 2021.28 ms [2021-04-14 20:39:54 main:574] : INFO : Epoch 1714 | loss: 0.0311776 | val_loss: 0.0311792 | Time: 2025.69 ms [2021-04-14 20:39:56 main:574] : INFO : Epoch 1715 | loss: 0.031178 | val_loss: 0.0311779 | Time: 2019.98 ms [2021-04-14 20:39:59 main:574] : INFO : Epoch 1716 | loss: 0.031175 | val_loss: 0.0311771 | Time: 2045.88 ms [2021-04-14 20:40:01 main:574] : INFO : Epoch 1717 | loss: 0.0311763 | val_loss: 0.0311752 | Time: 2008.9 ms [2021-04-14 20:40:03 main:574] : INFO : Epoch 1718 | loss: 0.0311771 | val_loss: 0.0311761 | Time: 2040.72 ms [2021-04-14 20:40:05 main:574] : INFO : Epoch 1719 | loss: 0.0311755 | val_loss: 0.0311803 | Time: 2010.16 ms [2021-04-14 20:40:07 main:574] : INFO : Epoch 1720 | loss: 0.0311738 | val_loss: 0.0311805 | Time: 2008.98 ms [2021-04-14 20:40:09 main:574] : INFO : Epoch 1721 | loss: 0.0311737 | val_loss: 0.0311775 | Time: 1997.82 ms [2021-04-14 20:40:11 main:574] : INFO : Epoch 1722 | loss: 0.0311748 | val_loss: 0.0311788 | Time: 2011.02 ms [2021-04-14 20:40:13 main:574] : INFO : Epoch 1723 | loss: 0.031178 | val_loss: 0.0311858 | Time: 2003.93 ms [2021-04-14 20:40:15 main:574] : INFO : Epoch 1724 | loss: 0.0311787 | val_loss: 0.0311798 | Time: 2004.08 ms [2021-04-14 20:40:17 main:574] : INFO : Epoch 1725 | loss: 0.0311779 | val_loss: 0.0311777 | Time: 2020.27 ms [2021-04-14 20:40:19 main:574] : INFO : Epoch 1726 | loss: 0.0311766 | val_loss: 0.031178 | Time: 2003.14 ms [2021-04-14 20:40:21 main:574] : INFO : Epoch 1727 | loss: 0.0311769 | val_loss: 0.0311833 | Time: 2009.5 ms [2021-04-14 20:40:24 main:574] : INFO : Epoch 1728 | loss: 0.0311842 | val_loss: 0.0311934 | Time: 2005.38 ms [2021-04-14 20:40:26 main:574] : INFO : Epoch 1729 | loss: 0.0312052 | val_loss: 0.0312161 | Time: 2017.51 ms [2021-04-14 20:40:28 main:574] : INFO : Epoch 1730 | loss: 0.0312144 | val_loss: 0.0312118 | Time: 2021.38 ms [2021-04-14 20:40:30 main:574] : INFO : Epoch 1731 | loss: 0.0312148 | val_loss: 0.0312185 | Time: 1996.33 ms [2021-04-14 20:40:32 main:574] : INFO : Epoch 1732 | loss: 0.0312143 | val_loss: 0.0312083 | Time: 2018.69 ms [2021-04-14 20:40:34 main:574] : INFO : Epoch 1733 | loss: 0.0312093 | val_loss: 0.031205 | Time: 2007.61 ms [2021-04-14 20:40:36 main:574] : INFO : Epoch 1734 | loss: 0.0312071 | val_loss: 0.0312056 | Time: 2020.82 ms [2021-04-14 20:40:38 main:574] : INFO : Epoch 1735 | loss: 0.0312045 | val_loss: 0.0312044 | Time: 2017.24 ms [2021-04-14 20:40:40 main:574] : INFO : Epoch 1736 | loss: 0.0312029 | val_loss: 0.0312045 | Time: 2057.42 ms [2021-04-14 20:40:42 main:574] : INFO : Epoch 1737 | loss: 0.0312023 | val_loss: 0.0312026 | Time: 2008.29 ms [2021-04-14 20:40:44 main:574] : INFO : Epoch 1738 | loss: 0.0312013 | val_loss: 0.0312026 | Time: 1992.36 ms [2021-04-14 20:40:47 main:574] : INFO : Epoch 1739 | loss: 0.031201 | val_loss: 0.0312016 | Time: 2008.99 ms [2021-04-14 20:40:49 main:574] : INFO : Epoch 1740 | loss: 0.0312023 | val_loss: 0.0312034 | Time: 2014.61 ms [2021-04-14 20:40:51 main:574] : INFO : Epoch 1741 | loss: 0.0311998 | val_loss: 0.031202 | Time: 1988.36 ms [2021-04-14 20:40:53 main:574] : INFO : Epoch 1742 | loss: 0.0311989 | val_loss: 0.0312016 | Time: 2023.08 ms [2021-04-14 20:40:55 main:574] : INFO : Epoch 1743 | loss: 0.0311985 | val_loss: 0.0312022 | Time: 2007.71 ms [2021-04-14 20:40:57 main:574] : INFO : Epoch 1744 | loss: 0.0311985 | val_loss: 0.0312016 | Time: 1999.43 ms [2021-04-14 20:40:59 main:574] : INFO : Epoch 1745 | loss: 0.0311994 | val_loss: 0.0312015 | Time: 1993.32 ms [2021-04-14 20:41:01 main:574] : INFO : Epoch 1746 | loss: 0.0311986 | val_loss: 0.0312014 | Time: 2025.81 ms [2021-04-14 20:41:03 main:574] : INFO : Epoch 1747 | loss: 0.0311979 | val_loss: 0.0312034 | Time: 1996.49 ms [2021-04-14 20:41:05 main:574] : INFO : Epoch 1748 | loss: 0.0311971 | val_loss: 0.0311996 | Time: 2018.9 ms [2021-04-14 20:41:07 main:574] : INFO : Epoch 1749 | loss: 0.0311967 | val_loss: 0.0312006 | Time: 2039.03 ms [2021-04-14 20:41:09 main:574] : INFO : Epoch 1750 | loss: 0.0311964 | val_loss: 0.0312001 | Time: 1999.1 ms [2021-04-14 20:41:11 main:574] : INFO : Epoch 1751 | loss: 0.0311963 | val_loss: 0.0312007 | Time: 1998.04 ms [2021-04-14 20:41:14 main:574] : INFO : Epoch 1752 | loss: 0.0311962 | val_loss: 0.0312001 | Time: 1998.69 ms [2021-04-14 20:41:16 main:574] : INFO : Epoch 1753 | loss: 0.0311966 | val_loss: 0.031202 | Time: 2049.59 ms [2021-04-14 20:41:18 main:574] : INFO : Epoch 1754 | loss: 0.0311981 | val_loss: 0.0312004 | Time: 2021.3 ms [2021-04-14 20:41:20 main:574] : INFO : Epoch 1755 | loss: 0.0311966 | val_loss: 0.0311999 | Time: 2004.04 ms [2021-04-14 20:41:22 main:574] : INFO : Epoch 1756 | loss: 0.0311966 | val_loss: 0.0311997 | Time: 2050.74 ms [2021-04-14 20:41:24 main:574] : INFO : Epoch 1757 | loss: 0.0311962 | val_loss: 0.0311992 | Time: 2012.18 ms [2021-04-14 20:41:26 main:574] : INFO : Epoch 1758 | loss: 0.0311963 | val_loss: 0.0312004 | Time: 2029.38 ms [2021-04-14 20:41:28 main:574] : INFO : Epoch 1759 | loss: 0.031196 | val_loss: 0.0312008 | Time: 2034.57 ms [2021-04-14 20:41:30 main:574] : INFO : Epoch 1760 | loss: 0.0311958 | val_loss: 0.0311995 | Time: 2009.04 ms [2021-04-14 20:41:32 main:574] : INFO : Epoch 1761 | loss: 0.0311962 | val_loss: 0.0311995 | Time: 1997.24 ms [2021-04-14 20:41:35 main:574] : INFO : Epoch 1762 | loss: 0.0311948 | val_loss: 0.0311995 | Time: 2047.89 ms [2021-04-14 20:41:37 main:574] : INFO : Epoch 1763 | loss: 0.0311987 | val_loss: 0.031216 | Time: 2024.48 ms [2021-04-14 20:41:39 main:574] : INFO : Epoch 1764 | loss: 0.0314864 | val_loss: 0.0327869 | Time: 2000.65 ms [2021-04-14 20:41:41 main:574] : INFO : Epoch 1765 | loss: 0.0318898 | val_loss: 0.031465 | Time: 2011.32 ms [2021-04-14 20:41:43 main:574] : INFO : Epoch 1766 | loss: 0.0312956 | val_loss: 0.0312201 | Time: 2036.89 ms [2021-04-14 20:41:45 main:574] : INFO : Epoch 1767 | loss: 0.0312205 | val_loss: 0.0312117 | Time: 1994.41 ms [2021-04-14 20:41:47 main:574] : INFO : Epoch 1768 | loss: 0.0312095 | val_loss: 0.031206 | Time: 2014.44 ms [2021-04-14 20:41:49 main:574] : INFO : Epoch 1769 | loss: 0.0312062 | val_loss: 0.0312034 | Time: 2051.36 ms [2021-04-14 20:41:51 main:574] : INFO : Epoch 1770 | loss: 0.0312046 | val_loss: 0.0312049 | Time: 2006.08 ms [2021-04-14 20:41:53 main:574] : INFO : Epoch 1771 | loss: 0.0312054 | val_loss: 0.0312069 | Time: 2034.61 ms [2021-04-14 20:41:55 main:574] : INFO : Epoch 1772 | loss: 0.0312027 | val_loss: 0.0312027 | Time: 2037.62 ms [2021-04-14 20:41:58 main:574] : INFO : Epoch 1773 | loss: 0.0312011 | val_loss: 0.0312027 | Time: 2023.03 ms [2021-04-14 20:42:00 main:574] : INFO : Epoch 1774 | loss: 0.0312018 | val_loss: 0.0312038 | Time: 1997.31 ms [2021-04-14 20:42:02 main:574] : INFO : Epoch 1775 | loss: 0.0312019 | val_loss: 0.0312047 | Time: 1994.18 ms [2021-04-14 20:42:04 main:574] : INFO : Epoch 1776 | loss: 0.0311999 | val_loss: 0.0312015 | Time: 2041 ms [2021-04-14 20:42:06 main:574] : INFO : Epoch 1777 | loss: 0.0311993 | val_loss: 0.0312024 | Time: 2005.65 ms [2021-04-14 20:42:08 main:574] : INFO : Epoch 1778 | loss: 0.0311999 | val_loss: 0.0312022 | Time: 1998.99 ms [2021-04-14 20:42:10 main:574] : INFO : Epoch 1779 | loss: 0.0311993 | val_loss: 0.0312014 | Time: 2040.06 ms [2021-04-14 20:42:12 main:574] : INFO : Epoch 1780 | loss: 0.0312001 | val_loss: 0.0312028 | Time: 2017.31 ms [2021-04-14 20:42:14 main:574] : INFO : Epoch 1781 | loss: 0.0312013 | val_loss: 0.0312042 | Time: 2024.48 ms [2021-04-14 20:42:16 main:574] : INFO : Epoch 1782 | loss: 0.0312016 | val_loss: 0.031202 | Time: 2040.51 ms [2021-04-14 20:42:18 main:574] : INFO : Epoch 1783 | loss: 0.0312013 | val_loss: 0.0312017 | Time: 2031.42 ms [2021-04-14 20:42:21 main:574] : INFO : Epoch 1784 | loss: 0.0312008 | val_loss: 0.0312012 | Time: 2009.9 ms [2021-04-14 20:42:23 main:574] : INFO : Epoch 1785 | loss: 0.0312 | val_loss: 0.0312013 | Time: 1992.04 ms [2021-04-14 20:42:25 main:574] : INFO : Epoch 1786 | loss: 0.0312001 | val_loss: 0.0312026 | Time: 2043.75 ms [2021-04-14 20:42:27 main:574] : INFO : Epoch 1787 | loss: 0.0312009 | val_loss: 0.0312015 | Time: 2004.2 ms [2021-04-14 20:42:29 main:574] : INFO : Epoch 1788 | loss: 0.0311996 | val_loss: 0.0312013 | Time: 2012.65 ms [2021-04-14 20:42:31 main:574] : INFO : Epoch 1789 | loss: 0.0311996 | val_loss: 0.0312024 | Time: 2019.05 ms [2021-04-14 20:42:33 main:574] : INFO : Epoch 1790 | loss: 0.0311991 | val_loss: 0.0312017 | Time: 2023.33 ms [2021-04-14 20:42:35 main:574] : INFO : Epoch 1791 | loss: 0.0311989 | val_loss: 0.0312011 | Time: 2023.54 ms [2021-04-14 20:42:37 main:574] : INFO : Epoch 1792 | loss: 0.0311999 | val_loss: 0.0312011 | Time: 1993.57 ms [2021-04-14 20:42:39 main:574] : INFO : Epoch 1793 | loss: 0.0311998 | val_loss: 0.0312018 | Time: 2030.06 ms [2021-04-14 20:42:41 main:574] : INFO : Epoch 1794 | loss: 0.031198 | val_loss: 0.0312008 | Time: 1990.86 ms [2021-04-14 20:42:43 main:574] : INFO : Epoch 1795 | loss: 0.0311977 | val_loss: 0.0312 | Time: 1999.64 ms [2021-04-14 20:42:46 main:574] : INFO : Epoch 1796 | loss: 0.0311988 | val_loss: 0.0312004 | Time: 2073.37 ms [2021-04-14 20:42:48 main:574] : INFO : Epoch 1797 | loss: 0.0311969 | val_loss: 0.0311998 | Time: 2003.45 ms [2021-04-14 20:42:50 main:574] : INFO : Epoch 1798 | loss: 0.0311968 | val_loss: 0.0312008 | Time: 2032.79 ms [2021-04-14 20:42:52 main:574] : INFO : Epoch 1799 | loss: 0.0311976 | val_loss: 0.0311997 | Time: 2023.25 ms [2021-04-14 20:42:54 main:574] : INFO : Epoch 1800 | loss: 0.0311969 | val_loss: 0.0312028 | Time: 2034.53 ms [2021-04-14 20:42:56 main:574] : INFO : Epoch 1801 | loss: 0.0311968 | val_loss: 0.0311998 | Time: 2026.99 ms [2021-04-14 20:42:58 main:574] : INFO : Epoch 1802 | loss: 0.0311965 | val_loss: 0.0312002 | Time: 2008.45 ms [2021-04-14 20:43:00 main:574] : INFO : Epoch 1803 | loss: 0.031196 | val_loss: 0.0312011 | Time: 2055.46 ms [2021-04-14 20:43:03 main:574] : INFO : Epoch 1804 | loss: 0.0311964 | val_loss: 0.031201 | Time: 2002.26 ms [2021-04-14 20:43:05 main:574] : INFO : Epoch 1805 | loss: 0.0311956 | val_loss: 0.0311992 | Time: 2017.15 ms [2021-04-14 20:43:07 main:574] : INFO : Epoch 1806 | loss: 0.0311943 | val_loss: 0.0311993 | Time: 2035.78 ms [2021-04-14 20:43:09 main:574] : INFO : Epoch 1807 | loss: 0.031194 | val_loss: 0.031199 | Time: 2009.16 ms [2021-04-14 20:43:11 main:574] : INFO : Epoch 1808 | loss: 0.0311943 | val_loss: 0.031201 | Time: 1993.71 ms [2021-04-14 20:43:13 main:574] : INFO : Epoch 1809 | loss: 0.0311951 | val_loss: 0.0312023 | Time: 2017.02 ms [2021-04-14 20:43:15 main:574] : INFO : Epoch 1810 | loss: 0.0311944 | val_loss: 0.0311985 | Time: 2040.43 ms [2021-04-14 20:43:17 main:574] : INFO : Epoch 1811 | loss: 0.0311938 | val_loss: 0.0311977 | Time: 1989.26 ms [2021-04-14 20:43:19 main:574] : INFO : Epoch 1812 | loss: 0.0311933 | val_loss: 0.0311976 | Time: 1996.7 ms [2021-04-14 20:43:21 main:574] : INFO : Epoch 1813 | loss: 0.0311946 | val_loss: 0.0312001 | Time: 2018.06 ms [2021-04-14 20:43:23 main:574] : INFO : Epoch 1814 | loss: 0.0311941 | val_loss: 0.0311987 | Time: 2008.27 ms [2021-04-14 20:43:25 main:574] : INFO : Epoch 1815 | loss: 0.0311933 | val_loss: 0.0311976 | Time: 1996.84 ms [2021-04-14 20:43:28 main:574] : INFO : Epoch 1816 | loss: 0.0311935 | val_loss: 0.0312016 | Time: 2039.41 ms [2021-04-14 20:43:30 main:574] : INFO : Epoch 1817 | loss: 0.0311937 | val_loss: 0.0311983 | Time: 2006.4 ms [2021-04-14 20:43:32 main:574] : INFO : Epoch 1818 | loss: 0.0311928 | val_loss: 0.0311978 | Time: 2001.01 ms [2021-04-14 20:43:34 main:574] : INFO : Epoch 1819 | loss: 0.0311922 | val_loss: 0.0311992 | Time: 2008.13 ms [2021-04-14 20:43:36 main:574] : INFO : Epoch 1820 | loss: 0.0311927 | val_loss: 0.0311972 | Time: 2017.17 ms [2021-04-14 20:43:38 main:574] : INFO : Epoch 1821 | loss: 0.0311914 | val_loss: 0.0311969 | Time: 2030.75 ms [2021-04-14 20:43:40 main:574] : INFO : Epoch 1822 | loss: 0.031192 | val_loss: 0.0311978 | Time: 2008.57 ms [2021-04-14 20:43:42 main:574] : INFO : Epoch 1823 | loss: 0.0311921 | val_loss: 0.0311971 | Time: 2038.18 ms [2021-04-14 20:43:44 main:574] : INFO : Epoch 1824 | loss: 0.0311925 | val_loss: 0.0312005 | Time: 2019.84 ms [2021-04-14 20:43:46 main:574] : INFO : Epoch 1825 | loss: 0.0311927 | val_loss: 0.0312 | Time: 2002.33 ms [2021-04-14 20:43:49 main:574] : INFO : Epoch 1826 | loss: 0.0311924 | val_loss: 0.0311989 | Time: 2041.01 ms [2021-04-14 20:43:51 main:574] : INFO : Epoch 1827 | loss: 0.0311922 | val_loss: 0.0311982 | Time: 2028.91 ms [2021-04-14 20:43:53 main:574] : INFO : Epoch 1828 | loss: 0.0311908 | val_loss: 0.0311971 | Time: 2019.32 ms [2021-04-14 20:43:55 main:574] : INFO : Epoch 1829 | loss: 0.0311904 | val_loss: 0.0311972 | Time: 1998.38 ms [2021-04-14 20:43:57 main:574] : INFO : Epoch 1830 | loss: 0.0311905 | val_loss: 0.031199 | Time: 2010.77 ms [2021-04-14 20:43:59 main:574] : INFO : Epoch 1831 | loss: 0.0311912 | val_loss: 0.0311982 | Time: 2016.2 ms [2021-04-14 20:44:01 main:574] : INFO : Epoch 1832 | loss: 0.0311904 | val_loss: 0.0311979 | Time: 1994.02 ms [2021-04-14 20:44:03 main:574] : INFO : Epoch 1833 | loss: 0.0311907 | val_loss: 0.0311966 | Time: 2021.26 ms [2021-04-14 20:44:05 main:574] : INFO : Epoch 1834 | loss: 0.0311917 | val_loss: 0.0311971 | Time: 2006.77 ms [2021-04-14 20:44:07 main:574] : INFO : Epoch 1835 | loss: 0.0311912 | val_loss: 0.0311987 | Time: 1988 ms [2021-04-14 20:44:09 main:574] : INFO : Epoch 1836 | loss: 0.0311908 | val_loss: 0.0311969 | Time: 2041.21 ms [2021-04-14 20:44:11 main:574] : INFO : Epoch 1837 | loss: 0.0311918 | val_loss: 0.0312001 | Time: 2005.42 ms [2021-04-14 20:44:14 main:574] : INFO : Epoch 1838 | loss: 0.0311914 | val_loss: 0.0311977 | Time: 2028.04 ms [2021-04-14 20:44:16 main:574] : INFO : Epoch 1839 | loss: 0.0311897 | val_loss: 0.0311973 | Time: 1985.32 ms [2021-04-14 20:44:18 main:574] : INFO : Epoch 1840 | loss: 0.0311902 | val_loss: 0.0311978 | Time: 2056.99 ms [2021-04-14 20:44:20 main:574] : INFO : Epoch 1841 | loss: 0.0311901 | val_loss: 0.0311985 | Time: 2000.43 ms [2021-04-14 20:44:22 main:574] : INFO : Epoch 1842 | loss: 0.0311912 | val_loss: 0.0311997 | Time: 1999.66 ms [2021-04-14 20:44:24 main:574] : INFO : Epoch 1843 | loss: 0.0311899 | val_loss: 0.0311982 | Time: 2029.5 ms [2021-04-14 20:44:26 main:574] : INFO : Epoch 1844 | loss: 0.0311924 | val_loss: 0.0311998 | Time: 2021.63 ms [2021-04-14 20:44:28 main:574] : INFO : Epoch 1845 | loss: 0.0311903 | val_loss: 0.0311995 | Time: 2025.4 ms [2021-04-14 20:44:30 main:574] : INFO : Epoch 1846 | loss: 0.0311908 | val_loss: 0.0312001 | Time: 2022.51 ms [2021-04-14 20:44:32 main:574] : INFO : Epoch 1847 | loss: 0.0311905 | val_loss: 0.0311992 | Time: 2025.65 ms [2021-04-14 20:44:34 main:574] : INFO : Epoch 1848 | loss: 0.0311916 | val_loss: 0.0311973 | Time: 1999.53 ms [2021-04-14 20:44:37 main:574] : INFO : Epoch 1849 | loss: 0.0311912 | val_loss: 0.031201 | Time: 2013.16 ms [2021-04-14 20:44:39 main:574] : INFO : Epoch 1850 | loss: 0.0311911 | val_loss: 0.0311979 | Time: 2027.78 ms [2021-04-14 20:44:41 main:574] : INFO : Epoch 1851 | loss: 0.0311906 | val_loss: 0.0311978 | Time: 1994.87 ms [2021-04-14 20:44:43 main:574] : INFO : Epoch 1852 | loss: 0.0311901 | val_loss: 0.0311977 | Time: 2010.6 ms [2021-04-14 20:44:45 main:574] : INFO : Epoch 1853 | loss: 0.0311918 | val_loss: 0.0311978 | Time: 2032.55 ms [2021-04-14 20:44:47 main:574] : INFO : Epoch 1854 | loss: 0.0311908 | val_loss: 0.0311981 | Time: 2023.42 ms [2021-04-14 20:44:49 main:574] : INFO : Epoch 1855 | loss: 0.0311913 | val_loss: 0.0311998 | Time: 2030.23 ms [2021-04-14 20:44:51 main:574] : INFO : Epoch 1856 | loss: 0.0311922 | val_loss: 0.0311985 | Time: 2010.53 ms [2021-04-14 20:44:53 main:574] : INFO : Epoch 1857 | loss: 0.0311909 | val_loss: 0.0311975 | Time: 2039.59 ms [2021-04-14 20:44:55 main:574] : INFO : Epoch 1858 | loss: 0.0311914 | val_loss: 0.0311963 | Time: 1996.82 ms [2021-04-14 20:44:57 main:574] : INFO : Epoch 1859 | loss: 0.0311903 | val_loss: 0.031196 | Time: 1994.63 ms [2021-04-14 20:45:00 main:574] : INFO : Epoch 1860 | loss: 0.0311905 | val_loss: 0.0311996 | Time: 2041.39 ms [2021-04-14 20:45:02 main:574] : INFO : Epoch 1861 | loss: 0.0311909 | val_loss: 0.0311974 | Time: 2001.16 ms [2021-04-14 20:45:04 main:574] : INFO : Epoch 1862 | loss: 0.0311902 | val_loss: 0.031197 | Time: 1999.8 ms [2021-04-14 20:45:06 main:574] : INFO : Epoch 1863 | loss: 0.0311902 | val_loss: 0.0311976 | Time: 2013.48 ms [2021-04-14 20:45:08 main:574] : INFO : Epoch 1864 | loss: 0.0311894 | val_loss: 0.0312011 | Time: 2041.92 ms [2021-04-14 20:45:10 main:574] : INFO : Epoch 1865 | loss: 0.0311907 | val_loss: 0.0311964 | Time: 1995.69 ms [2021-04-14 20:45:12 main:574] : INFO : Epoch 1866 | loss: 0.0311925 | val_loss: 0.0311962 | Time: 2000.12 ms [2021-04-14 20:45:14 main:574] : INFO : Epoch 1867 | loss: 0.0311929 | val_loss: 0.0311991 | Time: 2058.93 ms [2021-04-14 20:45:16 main:574] : INFO : Epoch 1868 | loss: 0.0311962 | val_loss: 0.0311961 | Time: 2003 ms [2021-04-14 20:45:18 main:574] : INFO : Epoch 1869 | loss: 0.0311935 | val_loss: 0.0311945 | Time: 2008.02 ms [2021-04-14 20:45:20 main:574] : INFO : Epoch 1870 | loss: 0.0311931 | val_loss: 0.0311949 | Time: 2042.8 ms [2021-04-14 20:45:23 main:574] : INFO : Epoch 1871 | loss: 0.0311937 | val_loss: 0.0311936 | Time: 2008.65 ms [2021-04-14 20:45:25 main:574] : INFO : Epoch 1872 | loss: 0.0311922 | val_loss: 0.0311952 | Time: 2048.1 ms [2021-04-14 20:45:27 main:574] : INFO : Epoch 1873 | loss: 0.0311914 | val_loss: 0.0311936 | Time: 2019.54 ms [2021-04-14 20:45:29 main:574] : INFO : Epoch 1874 | loss: 0.0311909 | val_loss: 0.0311945 | Time: 2014.03 ms [2021-04-14 20:45:31 main:574] : INFO : Epoch 1875 | loss: 0.0311921 | val_loss: 0.0311939 | Time: 2010.18 ms [2021-04-14 20:45:33 main:574] : INFO : Epoch 1876 | loss: 0.0311923 | val_loss: 0.0311941 | Time: 1996.88 ms [2021-04-14 20:45:35 main:574] : INFO : Epoch 1877 | loss: 0.0311898 | val_loss: 0.0311945 | Time: 2031.4 ms [2021-04-14 20:45:37 main:574] : INFO : Epoch 1878 | loss: 0.0311907 | val_loss: 0.0311975 | Time: 2006.54 ms [2021-04-14 20:45:39 main:574] : INFO : Epoch 1879 | loss: 0.031193 | val_loss: 0.0311958 | Time: 2011.57 ms [2021-04-14 20:45:41 main:574] : INFO : Epoch 1880 | loss: 0.0311915 | val_loss: 0.031195 | Time: 2053.95 ms [2021-04-14 20:45:43 main:574] : INFO : Epoch 1881 | loss: 0.0311897 | val_loss: 0.031194 | Time: 2016.79 ms [2021-04-14 20:45:46 main:574] : INFO : Epoch 1882 | loss: 0.0311897 | val_loss: 0.0311936 | Time: 1998.07 ms [2021-04-14 20:45:48 main:574] : INFO : Epoch 1883 | loss: 0.0311907 | val_loss: 0.0312007 | Time: 2001.77 ms [2021-04-14 20:45:50 main:574] : INFO : Epoch 1884 | loss: 0.0311908 | val_loss: 0.0311934 | Time: 2013.38 ms [2021-04-14 20:45:52 main:574] : INFO : Epoch 1885 | loss: 0.0311901 | val_loss: 0.0311956 | Time: 2001.89 ms [2021-04-14 20:45:54 main:574] : INFO : Epoch 1886 | loss: 0.0311915 | val_loss: 0.0311941 | Time: 1990.74 ms [2021-04-14 20:45:56 main:574] : INFO : Epoch 1887 | loss: 0.03119 | val_loss: 0.0311943 | Time: 2010.07 ms [2021-04-14 20:45:58 main:574] : INFO : Epoch 1888 | loss: 0.0311899 | val_loss: 0.0311937 | Time: 2003.43 ms [2021-04-14 20:46:00 main:574] : INFO : Epoch 1889 | loss: 0.0311888 | val_loss: 0.0311934 | Time: 1995.75 ms [2021-04-14 20:46:02 main:574] : INFO : Epoch 1890 | loss: 0.0311889 | val_loss: 0.0311999 | Time: 2061.32 ms [2021-04-14 20:46:04 main:574] : INFO : Epoch 1891 | loss: 0.0311912 | val_loss: 0.031202 | Time: 2036.85 ms [2021-04-14 20:46:06 main:574] : INFO : Epoch 1892 | loss: 0.0311918 | val_loss: 0.0311958 | Time: 2023.17 ms [2021-04-14 20:46:08 main:574] : INFO : Epoch 1893 | loss: 0.0311896 | val_loss: 0.0311968 | Time: 2020.83 ms [2021-04-14 20:46:11 main:574] : INFO : Epoch 1894 | loss: 0.0311896 | val_loss: 0.0311945 | Time: 2075.01 ms [2021-04-14 20:46:13 main:574] : INFO : Epoch 1895 | loss: 0.0311886 | val_loss: 0.0311938 | Time: 1998.01 ms [2021-04-14 20:46:15 main:574] : INFO : Epoch 1896 | loss: 0.0311886 | val_loss: 0.0311984 | Time: 1990.57 ms [2021-04-14 20:46:17 main:574] : INFO : Epoch 1897 | loss: 0.0311896 | val_loss: 0.0311935 | Time: 2006.6 ms [2021-04-14 20:46:19 main:574] : INFO : Epoch 1898 | loss: 0.0311888 | val_loss: 0.031198 | Time: 2023.07 ms [2021-04-14 20:46:21 main:574] : INFO : Epoch 1899 | loss: 0.0311903 | val_loss: 0.0311999 | Time: 2041.82 ms [2021-04-14 20:46:23 main:574] : INFO : Epoch 1900 | loss: 0.0311905 | val_loss: 0.0311931 | Time: 2011.06 ms [2021-04-14 20:46:25 main:574] : INFO : Epoch 1901 | loss: 0.0311884 | val_loss: 0.0311943 | Time: 2013.48 ms [2021-04-14 20:46:27 main:574] : INFO : Epoch 1902 | loss: 0.0311882 | val_loss: 0.0311921 | Time: 2004.28 ms [2021-04-14 20:46:29 main:574] : INFO : Epoch 1903 | loss: 0.031187 | val_loss: 0.0311911 | Time: 1996.93 ms [2021-04-14 20:46:31 main:574] : INFO : Epoch 1904 | loss: 0.0311894 | val_loss: 0.0311965 | Time: 2074.73 ms [2021-04-14 20:46:34 main:574] : INFO : Epoch 1905 | loss: 0.0311952 | val_loss: 0.0311993 | Time: 2010.75 ms [2021-04-14 20:46:36 main:574] : INFO : Epoch 1906 | loss: 0.0311932 | val_loss: 0.031197 | Time: 2012.69 ms [2021-04-14 20:46:38 main:574] : INFO : Epoch 1907 | loss: 0.0311917 | val_loss: 0.0311917 | Time: 2007.61 ms [2021-04-14 20:46:40 main:574] : INFO : Epoch 1908 | loss: 0.03119 | val_loss: 0.0311922 | Time: 2026.06 ms [2021-04-14 20:46:42 main:574] : INFO : Epoch 1909 | loss: 0.0311893 | val_loss: 0.0311914 | Time: 2010.66 ms [2021-04-14 20:46:44 main:574] : INFO : Epoch 1910 | loss: 0.0311898 | val_loss: 0.031192 | Time: 1994.73 ms [2021-04-14 20:46:46 main:574] : INFO : Epoch 1911 | loss: 0.0311925 | val_loss: 0.0311925 | Time: 2018.7 ms [2021-04-14 20:46:48 main:574] : INFO : Epoch 1912 | loss: 0.0311905 | val_loss: 0.0311922 | Time: 2010.97 ms [2021-04-14 20:46:50 main:574] : INFO : Epoch 1913 | loss: 0.031189 | val_loss: 0.0311928 | Time: 2020.44 ms [2021-04-14 20:46:52 main:574] : INFO : Epoch 1914 | loss: 0.0311896 | val_loss: 0.0311929 | Time: 2021.28 ms [2021-04-14 20:46:55 main:574] : INFO : Epoch 1915 | loss: 0.031189 | val_loss: 0.0311921 | Time: 2001.98 ms [2021-04-14 20:46:57 main:574] : INFO : Epoch 1916 | loss: 0.0311885 | val_loss: 0.0311936 | Time: 2013.25 ms [2021-04-14 20:46:59 main:574] : INFO : Epoch 1917 | loss: 0.0311881 | val_loss: 0.031192 | Time: 2012.07 ms [2021-04-14 20:47:01 main:574] : INFO : Epoch 1918 | loss: 0.031188 | val_loss: 0.0311938 | Time: 2022.8 ms [2021-04-14 20:47:03 main:574] : INFO : Epoch 1919 | loss: 0.0311892 | val_loss: 0.0311937 | Time: 2003.15 ms [2021-04-14 20:47:05 main:574] : INFO : Epoch 1920 | loss: 0.0311881 | val_loss: 0.0311912 | Time: 1991.45 ms [2021-04-14 20:47:07 main:574] : INFO : Epoch 1921 | loss: 0.031189 | val_loss: 0.0311931 | Time: 2018.11 ms [2021-04-14 20:47:09 main:574] : INFO : Epoch 1922 | loss: 0.0311888 | val_loss: 0.0311911 | Time: 2014.15 ms [2021-04-14 20:47:11 main:574] : INFO : Epoch 1923 | loss: 0.0311896 | val_loss: 0.0311943 | Time: 2013.92 ms [2021-04-14 20:47:13 main:574] : INFO : Epoch 1924 | loss: 0.0311935 | val_loss: 0.0311952 | Time: 2032.06 ms [2021-04-14 20:47:15 main:574] : INFO : Epoch 1925 | loss: 0.0311921 | val_loss: 0.0311959 | Time: 2021.55 ms [2021-04-14 20:47:17 main:574] : INFO : Epoch 1926 | loss: nan | val_loss: nan | Time: 2008.29 ms [2021-04-14 20:47:20 main:574] : INFO : Epoch 1927 | loss: nan | val_loss: nan | Time: 2019.6 ms [2021-04-14 20:47:22 main:574] : INFO : Epoch 1928 | loss: nan | val_loss: nan | Time: 2055.94 ms [2021-04-14 20:47:24 main:574] : INFO : Epoch 1929 | loss: nan | val_loss: nan | Time: 2004.75 ms [2021-04-14 20:47:26 main:574] : INFO : Epoch 1930 | loss: nan | val_loss: nan | Time: 2020.79 ms [2021-04-14 20:47:28 main:574] : INFO : Epoch 1931 | loss: nan | val_loss: nan | Time: 2026.09 ms [2021-04-14 20:47:30 main:574] : INFO : Epoch 1932 | loss: nan | val_loss: nan | Time: 2008.46 ms [2021-04-14 20:47:32 main:574] : INFO : Epoch 1933 | loss: nan | val_loss: nan | Time: 1988.54 ms [2021-04-14 20:47:34 main:574] : INFO : Epoch 1934 | loss: nan | val_loss: nan | Time: 2033.23 ms [2021-04-14 20:47:36 main:574] : INFO : Epoch 1935 | loss: nan | val_loss: nan | Time: 2009.86 ms [2021-04-14 20:47:38 main:574] : INFO : Epoch 1936 | loss: nan | val_loss: nan | Time: 1998.39 ms [2021-04-14 20:47:41 main:574] : INFO : Epoch 1937 | loss: nan | val_loss: nan | Time: 2014.5 ms [2021-04-14 20:47:43 main:574] : INFO : Epoch 1938 | loss: nan | val_loss: nan | Time: 2012.66 ms [2021-04-14 20:47:45 main:574] : INFO : Epoch 1939 | loss: nan | val_loss: nan | Time: 2009.5 ms [2021-04-14 20:47:47 main:574] : INFO : Epoch 1940 | loss: nan | val_loss: nan | Time: 2006.34 ms [2021-04-14 20:47:49 main:574] : INFO : Epoch 1941 | loss: nan | val_loss: nan | Time: 2004.85 ms [2021-04-14 20:47:51 main:574] : INFO : Epoch 1942 | loss: nan | val_loss: nan | Time: 2004.86 ms [2021-04-14 20:47:53 main:574] : INFO : Epoch 1943 | loss: nan | val_loss: nan | Time: 2034.96 ms [2021-04-14 20:47:55 main:574] : INFO : Epoch 1944 | loss: nan | val_loss: nan | Time: 2045.55 ms [2021-04-14 20:47:57 main:574] : INFO : Epoch 1945 | loss: nan | val_loss: nan | Time: 2028.17 ms [2021-04-14 20:47:59 main:574] : INFO : Epoch 1946 | loss: nan | val_loss: nan | Time: 2082.65 ms [2021-04-14 20:48:02 main:574] : INFO : Epoch 1947 | loss: nan | val_loss: nan | Time: 2037.91 ms [2021-04-14 20:48:04 main:574] : INFO : Epoch 1948 | loss: nan | val_loss: nan | Time: 2013.75 ms [2021-04-14 20:48:06 main:574] : INFO : Epoch 1949 | loss: nan | val_loss: nan | Time: 2025.96 ms [2021-04-14 20:48:08 main:574] : INFO : Epoch 1950 | loss: nan | val_loss: nan | Time: 1996.58 ms [2021-04-14 20:48:10 main:574] : INFO : Epoch 1951 | loss: nan | val_loss: nan | Time: 2060.78 ms [2021-04-14 20:48:12 main:574] : INFO : Epoch 1952 | loss: nan | val_loss: nan | Time: 1993.51 ms [2021-04-14 20:48:14 main:574] : INFO : Epoch 1953 | loss: nan | val_loss: nan | Time: 2027.04 ms [2021-04-14 20:48:16 main:574] : INFO : Epoch 1954 | loss: nan | val_loss: nan | Time: 2040.52 ms [2021-04-14 20:48:18 main:574] : INFO : Epoch 1955 | loss: nan | val_loss: nan | Time: 2020.73 ms [2021-04-14 20:48:20 main:574] : INFO : Epoch 1956 | loss: nan | val_loss: nan | Time: 2010.9 ms [2021-04-14 20:48:22 main:574] : INFO : Epoch 1957 | loss: nan | val_loss: nan | Time: 2011.54 ms [2021-04-14 20:48:25 main:574] : INFO : Epoch 1958 | loss: nan | val_loss: nan | Time: 2039.11 ms [2021-04-14 20:48:27 main:574] : INFO : Epoch 1959 | loss: nan | val_loss: nan | Time: 1998.26 ms [2021-04-14 20:48:29 main:574] : INFO : Epoch 1960 | loss: nan | val_loss: nan | Time: 2015.52 ms [2021-04-14 20:48:31 main:574] : INFO : Epoch 1961 | loss: nan | val_loss: nan | Time: 2026.42 ms [2021-04-14 20:48:33 main:574] : INFO : Epoch 1962 | loss: nan | val_loss: nan | Time: 2020.97 ms [2021-04-14 20:48:35 main:574] : INFO : Epoch 1963 | loss: nan | val_loss: nan | Time: 2001.9 ms [2021-04-14 20:48:37 main:574] : INFO : Epoch 1964 | loss: nan | val_loss: nan | Time: 2025.14 ms [2021-04-14 20:48:39 main:574] : INFO : Epoch 1965 | loss: nan | val_loss: nan | Time: 2055.34 ms [2021-04-14 20:48:41 main:574] : INFO : Epoch 1966 | loss: nan | val_loss: nan | Time: 2006.1 ms [2021-04-14 20:48:43 main:574] : INFO : Epoch 1967 | loss: nan | val_loss: nan | Time: 2024.75 ms [2021-04-14 20:48:46 main:574] : INFO : Epoch 1968 | loss: nan | val_loss: nan | Time: 2040.15 ms [2021-04-14 20:48:48 main:574] : INFO : Epoch 1969 | loss: nan | val_loss: nan | Time: 2006.39 ms [2021-04-14 20:48:50 main:574] : INFO : Epoch 1970 | loss: nan | val_loss: nan | Time: 2010.58 ms [2021-04-14 20:48:52 main:574] : INFO : Epoch 1971 | loss: nan | val_loss: nan | Time: 2017.4 ms [2021-04-14 20:48:54 main:574] : INFO : Epoch 1972 | loss: nan | val_loss: nan | Time: 2013.99 ms [2021-04-14 20:48:56 main:574] : INFO : Epoch 1973 | loss: nan | val_loss: nan | Time: 1981.67 ms [2021-04-14 20:48:58 main:574] : INFO : Epoch 1974 | loss: nan | val_loss: nan | Time: 2031.57 ms [2021-04-14 20:49:00 main:574] : INFO : Epoch 1975 | loss: nan | val_loss: nan | Time: 2005.45 ms [2021-04-14 20:49:02 main:574] : INFO : Epoch 1976 | loss: nan | val_loss: nan | Time: 2007.89 ms [2021-04-14 20:49:04 main:574] : INFO : Epoch 1977 | loss: nan | val_loss: nan | Time: 2010.52 ms [2021-04-14 20:49:06 main:574] : INFO : Epoch 1978 | loss: nan | val_loss: nan | Time: 2056.97 ms [2021-04-14 20:49:08 main:574] : INFO : Epoch 1979 | loss: nan | val_loss: nan | Time: 2030.14 ms [2021-04-14 20:49:11 main:574] : INFO : Epoch 1980 | loss: nan | val_loss: nan | Time: 1999.75 ms [2021-04-14 20:49:13 main:574] : INFO : Epoch 1981 | loss: nan | val_loss: nan | Time: 2033.1 ms [2021-04-14 20:49:15 main:574] : INFO : Epoch 1982 | loss: nan | val_loss: nan | Time: 2016.98 ms [2021-04-14 20:49:17 main:574] : INFO : Epoch 1983 | loss: nan | val_loss: nan | Time: 2024.05 ms [2021-04-14 20:49:19 main:574] : INFO : Epoch 1984 | loss: nan | val_loss: nan | Time: 1999.16 ms [2021-04-14 20:49:21 main:574] : INFO : Epoch 1985 | loss: nan | val_loss: nan | Time: 2011.98 ms [2021-04-14 20:49:23 main:574] : INFO : Epoch 1986 | loss: nan | val_loss: nan | Time: 1995.92 ms [2021-04-14 20:49:25 main:574] : INFO : Epoch 1987 | loss: nan | val_loss: nan | Time: 2021.44 ms [2021-04-14 20:49:27 main:574] : INFO : Epoch 1988 | loss: nan | val_loss: nan | Time: 2048.43 ms [2021-04-14 20:49:29 main:574] : INFO : Epoch 1989 | loss: nan | val_loss: nan | Time: 2022.83 ms [2021-04-14 20:49:31 main:574] : INFO : Epoch 1990 | loss: nan | val_loss: nan | Time: 2003.32 ms [2021-04-14 20:49:34 main:574] : INFO : Epoch 1991 | loss: nan | val_loss: nan | Time: 2021.03 ms [2021-04-14 20:49:36 main:574] : INFO : Epoch 1992 | loss: nan | val_loss: nan | Time: 2022.77 ms [2021-04-14 20:49:38 main:574] : INFO : Epoch 1993 | loss: nan | val_loss: nan | Time: 2019.62 ms [2021-04-14 20:49:40 main:574] : INFO : Epoch 1994 | loss: nan | val_loss: nan | Time: 2005.47 ms [2021-04-14 20:49:42 main:574] : INFO : Epoch 1995 | loss: nan | val_loss: nan | Time: 2003.11 ms [2021-04-14 20:49:44 main:574] : INFO : Epoch 1996 | loss: nan | val_loss: nan | Time: 2020.41 ms [2021-04-14 20:49:46 main:574] : INFO : Epoch 1997 | loss: nan | val_loss: nan | Time: 2006.19 ms [2021-04-14 20:49:48 main:574] : INFO : Epoch 1998 | loss: nan | val_loss: nan | Time: 2075.51 ms [2021-04-14 20:49:50 main:574] : INFO : Epoch 1999 | loss: nan | val_loss: nan | Time: 2006.89 ms [2021-04-14 20:49:52 main:574] : INFO : Epoch 2000 | loss: nan | val_loss: nan | Time: 2001.58 ms [2021-04-14 20:49:54 main:574] : INFO : Epoch 2001 | loss: nan | val_loss: nan | Time: 2030.82 ms [2021-04-14 20:49:57 main:574] : INFO : Epoch 2002 | loss: nan | val_loss: nan | Time: 2000.08 ms [2021-04-14 20:49:59 main:574] : INFO : Epoch 2003 | loss: nan | val_loss: nan | Time: 2001.2 ms [2021-04-14 20:50:01 main:574] : INFO : Epoch 2004 | loss: nan | val_loss: nan | Time: 1999.72 ms [2021-04-14 20:50:03 main:574] : INFO : Epoch 2005 | loss: nan | val_loss: nan | Time: 2030.17 ms [2021-04-14 20:50:05 main:574] : INFO : Epoch 2006 | loss: nan | val_loss: nan | Time: 1998.28 ms [2021-04-14 20:50:07 main:574] : INFO : Epoch 2007 | loss: nan | val_loss: nan | Time: 2010.74 ms [2021-04-14 20:50:09 main:574] : INFO : Epoch 2008 | loss: nan | val_loss: nan | Time: 2074.13 ms [2021-04-14 20:50:11 main:574] : INFO : Epoch 2009 | loss: nan | val_loss: nan | Time: 2025.06 ms [2021-04-14 20:50:13 main:574] : INFO : Epoch 2010 | loss: nan | val_loss: nan | Time: 2009.23 ms [2021-04-14 20:50:15 main:574] : INFO : Epoch 2011 | loss: nan | val_loss: nan | Time: 2013.09 ms [2021-04-14 20:50:18 main:574] : INFO : Epoch 2012 | loss: nan | val_loss: nan | Time: 2028.14 ms [2021-04-14 20:50:20 main:574] : INFO : Epoch 2013 | loss: nan | val_loss: nan | Time: 1990.58 ms [2021-04-14 20:50:22 main:574] : INFO : Epoch 2014 | loss: nan | val_loss: nan | Time: 2015.77 ms [2021-04-14 20:50:24 main:574] : INFO : Epoch 2015 | loss: nan | val_loss: nan | Time: 2039.03 ms [2021-04-14 20:50:26 main:574] : INFO : Epoch 2016 | loss: nan | val_loss: nan | Time: 2019.5 ms [2021-04-14 20:50:28 main:574] : INFO : Epoch 2017 | loss: nan | val_loss: nan | Time: 2004.6 ms [2021-04-14 20:50:30 main:574] : INFO : Epoch 2018 | loss: nan | val_loss: nan | Time: 2024.26 ms [2021-04-14 20:50:32 main:574] : INFO : Epoch 2019 | loss: nan | val_loss: nan | Time: 2018.68 ms [2021-04-14 20:50:34 main:574] : INFO : Epoch 2020 | loss: nan | val_loss: nan | Time: 2004.96 ms [2021-04-14 20:50:36 main:574] : INFO : Epoch 2021 | loss: nan | val_loss: nan | Time: 2046.06 ms [2021-04-14 20:50:38 main:574] : INFO : Epoch 2022 | loss: nan | val_loss: nan | Time: 2034.04 ms [2021-04-14 20:50:41 main:574] : INFO : Epoch 2023 | loss: nan | val_loss: nan | Time: 2006.13 ms [2021-04-14 20:50:43 main:574] : INFO : Epoch 2024 | loss: nan | val_loss: nan | Time: 2023.25 ms [2021-04-14 20:50:45 main:574] : INFO : Epoch 2025 | loss: nan | val_loss: nan | Time: 2011.66 ms [2021-04-14 20:50:47 main:574] : INFO : Epoch 2026 | loss: nan | val_loss: nan | Time: 2006.53 ms [2021-04-14 20:50:49 main:574] : INFO : Epoch 2027 | loss: nan | val_loss: nan | Time: 1991.57 ms [2021-04-14 20:50:51 main:574] : INFO : Epoch 2028 | loss: nan | val_loss: nan | Time: 2032.36 ms [2021-04-14 20:50:53 main:574] : INFO : Epoch 2029 | loss: nan | val_loss: nan | Time: 2013.56 ms [2021-04-14 20:50:55 main:574] : INFO : Epoch 2030 | loss: nan | val_loss: nan | Time: 2004.77 ms [2021-04-14 20:50:57 main:574] : INFO : Epoch 2031 | loss: nan | val_loss: nan | Time: 2012.87 ms [2021-04-14 20:50:59 main:574] : INFO : Epoch 2032 | loss: nan | val_loss: nan | Time: 2016.79 ms [2021-04-14 20:51:01 main:574] : INFO : Epoch 2033 | loss: nan | val_loss: nan | Time: 2000.48 ms [2021-04-14 20:51:03 main:574] : INFO : Epoch 2034 | loss: nan | val_loss: nan | Time: 1998.15 ms [2021-04-14 20:51:05 main:574] : INFO : Epoch 2035 | loss: nan | val_loss: nan | Time: 2027.01 ms [2021-04-14 20:51:08 main:574] : INFO : Epoch 2036 | loss: nan | val_loss: nan | Time: 1996.21 ms [2021-04-14 20:51:10 main:574] : INFO : Epoch 2037 | loss: nan | val_loss: nan | Time: 2000.06 ms [2021-04-14 20:51:12 main:574] : INFO : Epoch 2038 | loss: nan | val_loss: nan | Time: 2050.72 ms [2021-04-14 20:51:14 main:574] : INFO : Epoch 2039 | loss: nan | val_loss: nan | Time: 2011.03 ms [2021-04-14 20:51:16 main:574] : INFO : Epoch 2040 | loss: nan | val_loss: nan | Time: 1998.15 ms [2021-04-14 20:51:18 main:574] : INFO : Epoch 2041 | loss: nan | val_loss: nan | Time: 2002.25 ms [2021-04-14 20:51:20 main:574] : INFO : Epoch 2042 | loss: nan | val_loss: nan | Time: 2029.6 ms [2021-04-14 20:51:22 main:574] : INFO : Epoch 2043 | loss: nan | val_loss: nan | Time: 2011.31 ms [2021-04-14 20:51:24 main:574] : INFO : Epoch 2044 | loss: nan | val_loss: nan | Time: 1993.54 ms [2021-04-14 20:51:26 main:574] : INFO : Epoch 2045 | loss: nan | val_loss: nan | Time: 2038.01 ms [2021-04-14 20:51:28 main:574] : INFO : Epoch 2046 | loss: nan | val_loss: nan | Time: 2004.96 ms [2021-04-14 20:51:30 main:574] : INFO : Epoch 2047 | loss: nan | val_loss: nan | Time: 2007.42 ms [2021-04-14 20:51:33 main:574] : INFO : Epoch 2048 | loss: nan | val_loss: nan | Time: 2018.74 ms [2021-04-14 20:51:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss nan [2021-04-14 20:51:33 main:603] : INFO : Saving end state to config to file [2021-04-14 20:51:33 main:608] : INFO : Success, exiting.. 20:51:33 (8008): called boinc_finish(0) </stderr_txt> ]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)