Task 5162413
| Name | ParityMachine-1619235517-13544-2_0 |
| Workunit | 3101196 |
| Created | 7 May 2021, 6:50:50 UTC |
| Sent | 16 May 2021, 14:47:56 UTC |
| Report deadline | 23 May 2021, 14:47:56 UTC |
| Received | 17 May 2021, 11:23:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9697 |
| Run time | 1 hours 11 min 50 sec |
| CPU time | 1 hours 8 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,490.73 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 17:29:26 main:574] : INFO : Epoch 1542 | loss: 0.0311677 | val_loss: 0.031173 | Time: 2012.04 ms [2021-05-17 17:29:28 main:574] : INFO : Epoch 1543 | loss: 0.0311692 | val_loss: 0.0311712 | Time: 1998.98 ms [2021-05-17 17:29:30 main:574] : INFO : Epoch 1544 | loss: 0.0311677 | val_loss: 0.0311751 | Time: 2182.97 ms [2021-05-17 17:29:32 main:574] : INFO : Epoch 1545 | loss: 0.0311684 | val_loss: 0.0311707 | Time: 2097.49 ms [2021-05-17 17:29:35 main:574] : INFO : Epoch 1546 | loss: 0.0311666 | val_loss: 0.0311721 | Time: 2069.2 ms [2021-05-17 17:29:37 main:574] : INFO : Epoch 1547 | loss: 0.0311675 | val_loss: 0.0311703 | Time: 2132.01 ms [2021-05-17 17:29:39 main:574] : INFO : Epoch 1548 | loss: 0.0311676 | val_loss: 0.0311689 | Time: 2031.39 ms [2021-05-17 17:29:41 main:574] : INFO : Epoch 1549 | loss: 0.0311652 | val_loss: 0.0311691 | Time: 2079.84 ms [2021-05-17 17:29:43 main:574] : INFO : Epoch 1550 | loss: 0.0311651 | val_loss: 0.0311719 | Time: 2060.29 ms [2021-05-17 17:29:45 main:574] : INFO : Epoch 1551 | loss: 0.0311655 | val_loss: 0.0311696 | Time: 2071.51 ms [2021-05-17 17:29:48 main:574] : INFO : Epoch 1552 | loss: 0.0311642 | val_loss: 0.0311689 | Time: 2068.26 ms [2021-05-17 17:29:50 main:574] : INFO : Epoch 1553 | loss: 0.0311635 | val_loss: 0.0311698 | Time: 2069.86 ms [2021-05-17 17:29:52 main:574] : INFO : Epoch 1554 | loss: 0.0311633 | val_loss: 0.0311705 | Time: 2020.12 ms [2021-05-17 17:29:54 main:574] : INFO : Epoch 1555 | loss: 0.0311627 | val_loss: 0.0311684 | Time: 2031.48 ms [2021-05-17 17:29:56 main:574] : INFO : Epoch 1556 | loss: 0.0311631 | val_loss: 0.0311681 | Time: 2039.27 ms [2021-05-17 17:29:58 main:574] : INFO : Epoch 1557 | loss: 0.0311657 | val_loss: 0.0311681 | Time: 2110.12 ms [2021-05-17 17:30:00 main:574] : INFO : Epoch 1558 | loss: 0.0311633 | val_loss: 0.031172 | Time: 2054.58 ms [2021-05-17 17:30:02 main:574] : INFO : Epoch 1559 | loss: 0.0311625 | val_loss: 0.0311678 | Time: 2032.54 ms [2021-05-17 17:30:04 main:574] : INFO : Epoch 1560 | loss: 0.0311625 | val_loss: 0.0311688 | Time: 2005.48 ms [2021-05-17 17:30:07 main:574] : INFO : Epoch 1561 | loss: 0.031162 | val_loss: 0.0311719 | Time: 2014.82 ms [2021-05-17 17:30:09 main:574] : INFO : Epoch 1562 | loss: 0.0311621 | val_loss: 0.0311686 | Time: 2020.07 ms [2021-05-17 17:30:11 main:574] : INFO : Epoch 1563 | loss: 0.03117 | val_loss: 0.031173 | Time: 2011.3 ms [2021-05-17 17:30:13 main:574] : INFO : Epoch 1564 | loss: 0.0311699 | val_loss: 0.0311709 | Time: 2003.51 ms [2021-05-17 17:30:15 main:574] : INFO : Epoch 1565 | loss: 0.0311654 | val_loss: 0.0311712 | Time: 2024.27 ms [2021-05-17 17:30:17 main:574] : INFO : Epoch 1566 | loss: 0.0311629 | val_loss: 0.0311703 | Time: 2023.53 ms [2021-05-17 17:30:19 main:574] : INFO : Epoch 1567 | loss: 0.0311632 | val_loss: 0.0311679 | Time: 2012.62 ms [2021-05-17 17:30:21 main:574] : INFO : Epoch 1568 | loss: 0.0311609 | val_loss: 0.0311719 | Time: 2030.66 ms [2021-05-17 17:30:23 main:574] : INFO : Epoch 1569 | loss: 0.0311605 | val_loss: 0.0311729 | Time: 2022.71 ms [2021-05-17 17:30:25 main:574] : INFO : Epoch 1570 | loss: 0.0311647 | val_loss: 0.0311682 | Time: 2008.23 ms [2021-05-17 17:30:27 main:574] : INFO : Epoch 1571 | loss: 0.0311605 | val_loss: 0.031171 | Time: 2000.49 ms [2021-05-17 17:30:30 main:574] : INFO : Epoch 1572 | loss: 0.0311595 | val_loss: 0.0311704 | Time: 2006.05 ms [2021-05-17 17:30:32 main:574] : INFO : Epoch 1573 | loss: 0.0311596 | val_loss: 0.0311732 | Time: 2008.93 ms [2021-05-17 17:30:34 main:574] : INFO : Epoch 1574 | loss: 0.0311595 | val_loss: 0.0311685 | Time: 2022 ms [2021-05-17 17:30:36 main:574] : INFO : Epoch 1575 | loss: 0.0311593 | val_loss: 0.0311691 | Time: 2011.39 ms [2021-05-17 17:30:38 main:574] : INFO : Epoch 1576 | loss: 0.0311603 | val_loss: 0.0311723 | Time: 2050.76 ms [2021-05-17 17:30:40 main:574] : INFO : Epoch 1577 | loss: 0.0311595 | val_loss: 0.0311712 | Time: 2010.67 ms [2021-05-17 17:30:42 main:574] : INFO : Epoch 1578 | loss: 0.03116 | val_loss: 0.0311685 | Time: 2003.39 ms [2021-05-17 17:30:44 main:574] : INFO : Epoch 1579 | loss: 0.0311597 | val_loss: 0.0311679 | Time: 2012.03 ms [2021-05-17 17:30:46 main:574] : INFO : Epoch 1580 | loss: 0.0311595 | val_loss: 0.0311687 | Time: 2024.52 ms [2021-05-17 17:30:48 main:574] : INFO : Epoch 1581 | loss: 0.0311571 | val_loss: 0.0311724 | Time: 2017.09 ms [2021-05-17 17:30:50 main:574] : INFO : Epoch 1582 | loss: 0.0311589 | val_loss: 0.0311713 | Time: 2008.44 ms [2021-05-17 17:30:52 main:574] : INFO : Epoch 1583 | loss: 0.0311592 | val_loss: 0.0311703 | Time: 2036.85 ms [2021-05-17 17:30:55 main:574] : INFO : Epoch 1584 | loss: 0.0311582 | val_loss: 0.0311697 | Time: 2009.82 ms [2021-05-17 17:30:57 main:574] : INFO : Epoch 1585 | loss: 0.0311584 | val_loss: 0.0311686 | Time: 2020.67 ms [2021-05-17 17:30:59 main:574] : INFO : Epoch 1586 | loss: 0.0311577 | val_loss: 0.0311703 | Time: 2008.36 ms [2021-05-17 17:31:01 main:574] : INFO : Epoch 1587 | loss: 0.0311576 | val_loss: 0.0311714 | Time: 2014.52 ms [2021-05-17 17:31:03 main:574] : INFO : Epoch 1588 | loss: 0.0311569 | val_loss: 0.0311747 | Time: 1999.33 ms [2021-05-17 17:31:05 main:574] : INFO : Epoch 1589 | loss: 0.0311593 | val_loss: 0.0311713 | Time: 2016.69 ms [2021-05-17 17:31:07 main:574] : INFO : Epoch 1590 | loss: 0.0311613 | val_loss: 0.0311765 | Time: 2000.3 ms [2021-05-17 17:31:09 main:574] : INFO : Epoch 1591 | loss: 0.0311577 | val_loss: 0.0311689 | Time: 2010.8 ms [2021-05-17 17:31:11 main:574] : INFO : Epoch 1592 | loss: 0.0311584 | val_loss: 0.031168 | Time: 2024.69 ms [2021-05-17 17:31:13 main:574] : INFO : Epoch 1593 | loss: 0.0311593 | val_loss: 0.0311682 | Time: 2046.12 ms [2021-05-17 17:31:15 main:574] : INFO : Epoch 1594 | loss: 0.0311561 | val_loss: 0.0311691 | Time: 2027.98 ms [2021-05-17 17:31:18 main:574] : INFO : Epoch 1595 | loss: 0.0311574 | val_loss: 0.0311701 | Time: 2030.11 ms [2021-05-17 17:31:20 main:574] : INFO : Epoch 1596 | loss: 0.0311589 | val_loss: 0.0311761 | Time: 2016.26 ms [2021-05-17 17:31:22 main:574] : INFO : Epoch 1597 | loss: 0.0311628 | val_loss: 0.031178 | Time: 2021.29 ms [2021-05-17 17:31:24 main:574] : INFO : Epoch 1598 | loss: 0.0311595 | val_loss: 0.0311695 | Time: 2009.62 ms [2021-05-17 17:31:26 main:574] : INFO : Epoch 1599 | loss: 0.0311574 | val_loss: 0.0311677 | Time: 2006.59 ms [2021-05-17 17:31:28 main:574] : INFO : Epoch 1600 | loss: 0.0311556 | val_loss: 0.0311677 | Time: 2020.14 ms [2021-05-17 17:31:30 main:574] : INFO : Epoch 1601 | loss: 0.0311561 | val_loss: 0.0311677 | Time: 2024.7 ms [2021-05-17 17:31:32 main:574] : INFO : Epoch 1602 | loss: 0.0311561 | val_loss: 0.0311687 | Time: 2015.01 ms [2021-05-17 17:31:34 main:574] : INFO : Epoch 1603 | loss: 0.031156 | val_loss: 0.0311677 | Time: 2014.03 ms [2021-05-17 17:31:36 main:574] : INFO : Epoch 1604 | loss: 0.0311558 | val_loss: 0.0311699 | Time: 1995.82 ms [2021-05-17 17:31:38 main:574] : INFO : Epoch 1605 | loss: 0.0311562 | val_loss: 0.03117 | Time: 2012.53 ms [2021-05-17 17:31:41 main:574] : INFO : Epoch 1606 | loss: 0.0311554 | val_loss: 0.0311702 | Time: 2004.96 ms [2021-05-17 17:31:43 main:574] : INFO : Epoch 1607 | loss: 0.0311553 | val_loss: 0.0311667 | Time: 1998.19 ms [2021-05-17 17:31:45 main:574] : INFO : Epoch 1608 | loss: 0.031154 | val_loss: 0.0311672 | Time: 2004.97 ms [2021-05-17 17:31:47 main:574] : INFO : Epoch 1609 | loss: 0.0311543 | val_loss: 0.0311682 | Time: 1996.86 ms [2021-05-17 17:31:49 main:574] : INFO : Epoch 1610 | loss: 0.0311544 | val_loss: 0.0311672 | Time: 2012.92 ms [2021-05-17 17:31:51 main:574] : INFO : Epoch 1611 | loss: 0.0311542 | val_loss: 0.0311671 | Time: 2019.73 ms [2021-05-17 17:31:53 main:574] : INFO : Epoch 1612 | loss: 0.0311546 | val_loss: 0.0311677 | Time: 2021.92 ms [2021-05-17 17:31:55 main:574] : INFO : Epoch 1613 | loss: 0.0311548 | val_loss: 0.0311677 | Time: 2017.33 ms [2021-05-17 17:31:57 main:574] : INFO : Epoch 1614 | loss: 0.0311547 | val_loss: 0.0311677 | Time: 2032.48 ms [2021-05-17 17:31:59 main:574] : INFO : Epoch 1615 | loss: 0.0311535 | val_loss: 0.0311682 | Time: 2027.87 ms [2021-05-17 17:32:01 main:574] : INFO : Epoch 1616 | loss: 0.0311534 | val_loss: 0.0311668 | Time: 2007.97 ms [2021-05-17 17:32:03 main:574] : INFO : Epoch 1617 | loss: 0.0311555 | val_loss: 0.0311713 | Time: 2007.37 ms [2021-05-17 17:32:06 main:574] : INFO : Epoch 1618 | loss: 0.031157 | val_loss: 0.0311693 | Time: 2010.84 ms [2021-05-17 17:32:08 main:574] : INFO : Epoch 1619 | loss: 0.0311574 | val_loss: 0.0311757 | Time: 2018.38 ms [2021-05-17 17:32:10 main:574] : INFO : Epoch 1620 | loss: 0.0311568 | val_loss: 0.0311673 | Time: 2014.79 ms [2021-05-17 17:32:12 main:574] : INFO : Epoch 1621 | loss: 0.031155 | val_loss: 0.0311676 | Time: 2013.88 ms [2021-05-17 17:32:14 main:574] : INFO : Epoch 1622 | loss: 0.031156 | val_loss: 0.0311717 | Time: 2000.7 ms [2021-05-17 17:32:16 main:574] : INFO : Epoch 1623 | loss: 0.0311538 | val_loss: 0.0311681 | Time: 2033.82 ms [2021-05-17 17:32:18 main:574] : INFO : Epoch 1624 | loss: 0.0311534 | val_loss: 0.0311687 | Time: 2059.41 ms [2021-05-17 17:32:20 main:574] : INFO : Epoch 1625 | loss: 0.0311562 | val_loss: 0.0311681 | Time: 2015.4 ms [2021-05-17 17:32:22 main:574] : INFO : Epoch 1626 | loss: 0.0311612 | val_loss: 0.0311679 | Time: 2000.94 ms [2021-05-17 17:32:24 main:574] : INFO : Epoch 1627 | loss: 0.0311584 | val_loss: 0.0311684 | Time: 2003.57 ms [2021-05-17 17:32:26 main:574] : INFO : Epoch 1628 | loss: 0.0311557 | val_loss: 0.0311669 | Time: 2015.26 ms [2021-05-17 17:32:29 main:574] : INFO : Epoch 1629 | loss: 0.0311551 | val_loss: 0.0311672 | Time: 2029.47 ms [2021-05-17 17:32:31 main:574] : INFO : Epoch 1630 | loss: 0.0311547 | val_loss: 0.0311673 | Time: 2001.04 ms [2021-05-17 17:32:33 main:574] : INFO : Epoch 1631 | loss: 0.0311553 | val_loss: 0.031167 | Time: 2015.21 ms [2021-05-17 17:32:35 main:574] : INFO : Epoch 1632 | loss: 0.0311544 | val_loss: 0.0311688 | Time: 2009.88 ms [2021-05-17 17:32:37 main:574] : INFO : Epoch 1633 | loss: 0.0311532 | val_loss: 0.0311692 | Time: 2000.46 ms [2021-05-17 17:32:39 main:574] : INFO : Epoch 1634 | loss: 0.0311533 | val_loss: 0.0311682 | Time: 2026.19 ms [2021-05-17 17:32:41 main:574] : INFO : Epoch 1635 | loss: 0.0311552 | val_loss: 0.0311749 | Time: 2033.77 ms [2021-05-17 17:32:43 main:574] : INFO : Epoch 1636 | loss: 0.0311558 | val_loss: 0.0311676 | Time: 2003.01 ms [2021-05-17 17:32:45 main:574] : INFO : Epoch 1637 | loss: 0.0311565 | val_loss: 0.0311784 | Time: 2025.25 ms [2021-05-17 17:32:47 main:574] : INFO : Epoch 1638 | loss: 0.0311581 | val_loss: 0.0311665 | Time: 2011.22 ms [2021-05-17 17:32:49 main:574] : INFO : Epoch 1639 | loss: 0.0311575 | val_loss: 0.0311665 | Time: 2016.69 ms [2021-05-17 17:32:51 main:574] : INFO : Epoch 1640 | loss: 0.0311552 | val_loss: 0.0311678 | Time: 2013.48 ms [2021-05-17 17:32:54 main:574] : INFO : Epoch 1641 | loss: 0.0311541 | val_loss: 0.0311676 | Time: 2013.35 ms [2021-05-17 17:32:56 main:574] : INFO : Epoch 1642 | loss: 0.0311525 | val_loss: 0.0311666 | Time: 1994.63 ms [2021-05-17 17:32:58 main:574] : INFO : Epoch 1643 | loss: 0.0311547 | val_loss: 0.0311668 | Time: 2051.31 ms [2021-05-17 17:33:00 main:574] : INFO : Epoch 1644 | loss: 0.0311528 | val_loss: 0.0311674 | Time: 2007.81 ms [2021-05-17 17:33:02 main:574] : INFO : Epoch 1645 | loss: 0.0311522 | val_loss: 0.0311678 | Time: 2003.26 ms [2021-05-17 17:33:04 main:574] : INFO : Epoch 1646 | loss: 0.0311529 | val_loss: 0.0311689 | Time: 2020.65 ms [2021-05-17 17:33:06 main:574] : INFO : Epoch 1647 | loss: 0.0311522 | val_loss: 0.0311662 | Time: 2023.32 ms [2021-05-17 17:33:08 main:574] : INFO : Epoch 1648 | loss: 0.0311551 | val_loss: 0.0311643 | Time: 2019.18 ms [2021-05-17 17:33:10 main:574] : INFO : Epoch 1649 | loss: 0.0311549 | val_loss: 0.0311652 | Time: 2027.06 ms [2021-05-17 17:33:12 main:574] : INFO : Epoch 1650 | loss: 0.0311552 | val_loss: 0.0311639 | Time: 2012.23 ms [2021-05-17 17:33:14 main:574] : INFO : Epoch 1651 | loss: 0.0311561 | val_loss: 0.0311662 | Time: 2011.9 ms [2021-05-17 17:33:17 main:574] : INFO : Epoch 1652 | loss: 0.031155 | val_loss: 0.031166 | Time: 2010.14 ms [2021-05-17 17:33:19 main:574] : INFO : Epoch 1653 | loss: 0.0311538 | val_loss: 0.031165 | Time: 2016.49 ms [2021-05-17 17:33:21 main:574] : INFO : Epoch 1654 | loss: 0.0311532 | val_loss: 0.0311652 | Time: 1995.13 ms [2021-05-17 17:33:23 main:574] : INFO : Epoch 1655 | loss: 0.0311532 | val_loss: 0.0311659 | Time: 2012.7 ms [2021-05-17 17:33:25 main:574] : INFO : Epoch 1656 | loss: 0.0311561 | val_loss: 0.0311696 | Time: 2009.79 ms [2021-05-17 17:33:27 main:574] : INFO : Epoch 1657 | loss: 0.0311626 | val_loss: 0.0311696 | Time: 1998.65 ms [2021-05-17 17:33:29 main:574] : INFO : Epoch 1658 | loss: 0.0311626 | val_loss: 0.0311674 | Time: 2018.25 ms [2021-05-17 17:33:31 main:574] : INFO : Epoch 1659 | loss: 0.0311611 | val_loss: 0.0311669 | Time: 2025.01 ms [2021-05-17 17:33:33 main:574] : INFO : Epoch 1660 | loss: 0.0311608 | val_loss: 0.0311671 | Time: 2012.25 ms [2021-05-17 17:33:35 main:574] : INFO : Epoch 1661 | loss: 0.0311607 | val_loss: 0.0311688 | Time: 2010.99 ms [2021-05-17 17:33:37 main:574] : INFO : Epoch 1662 | loss: 0.031167 | val_loss: 0.0311733 | Time: 2005.44 ms [2021-05-17 17:33:39 main:574] : INFO : Epoch 1663 | loss: 0.0311663 | val_loss: 0.0311701 | Time: 2010.72 ms [2021-05-17 17:33:41 main:574] : INFO : Epoch 1664 | loss: 0.0311736 | val_loss: 0.0311731 | Time: 2003.64 ms [2021-05-17 17:33:44 main:574] : INFO : Epoch 1665 | loss: 0.0311656 | val_loss: 0.0311672 | Time: 2043.81 ms [2021-05-17 17:33:46 main:574] : INFO : Epoch 1666 | loss: 0.0311674 | val_loss: 0.031185 | Time: 2013.44 ms [2021-05-17 17:33:48 main:574] : INFO : Epoch 1667 | loss: 0.0311656 | val_loss: 0.0311663 | Time: 2013.88 ms [2021-05-17 17:33:50 main:574] : INFO : Epoch 1668 | loss: 0.031161 | val_loss: 0.0311661 | Time: 2024.26 ms [2021-05-17 17:33:52 main:574] : INFO : Epoch 1669 | loss: 0.0311665 | val_loss: 0.0311665 | Time: 2020.27 ms [2021-05-17 17:33:54 main:574] : INFO : Epoch 1670 | loss: 0.0311645 | val_loss: 0.0311661 | Time: 2010.82 ms [2021-05-17 17:33:56 main:574] : INFO : Epoch 1671 | loss: 0.0311614 | val_loss: 0.0311675 | Time: 2024.77 ms [2021-05-17 17:33:58 main:574] : INFO : Epoch 1672 | loss: 0.0311606 | val_loss: 0.0311643 | Time: 2017.77 ms [2021-05-17 17:34:00 main:574] : INFO : Epoch 1673 | loss: 0.0311598 | val_loss: 0.0311669 | Time: 2176.07 ms [2021-05-17 17:34:03 main:574] : INFO : Epoch 1674 | loss: 0.0311596 | val_loss: 0.0311643 | Time: 2090.62 ms [2021-05-17 17:34:05 main:574] : INFO : Epoch 1675 | loss: 0.0311574 | val_loss: 0.0311638 | Time: 2061.05 ms [2021-05-17 17:34:07 main:574] : INFO : Epoch 1676 | loss: 0.0311577 | val_loss: 0.0311652 | Time: 2063.04 ms [2021-05-17 17:34:09 main:574] : INFO : Epoch 1677 | loss: 0.0311582 | val_loss: 0.0311645 | Time: 2052.22 ms [2021-05-17 17:34:11 main:574] : INFO : Epoch 1678 | loss: 0.0311571 | val_loss: 0.0311631 | Time: 2081.3 ms [2021-05-17 17:34:13 main:574] : INFO : Epoch 1679 | loss: 0.0311563 | val_loss: 0.0311634 | Time: 2131.47 ms [2021-05-17 17:34:15 main:574] : INFO : Epoch 1680 | loss: 0.0311562 | val_loss: 0.0311633 | Time: 2085.7 ms [2021-05-17 17:34:18 main:574] : INFO : Epoch 1681 | loss: 0.0311585 | val_loss: 0.0311676 | Time: 2085.9 ms [2021-05-17 17:34:20 main:574] : INFO : Epoch 1682 | loss: 0.0311591 | val_loss: 0.0311648 | Time: 2062.72 ms [2021-05-17 17:34:22 main:574] : INFO : Epoch 1683 | loss: 0.0311566 | val_loss: 0.031165 | Time: 2038.92 ms [2021-05-17 17:34:24 main:574] : INFO : Epoch 1684 | loss: 0.0311572 | val_loss: 0.0311683 | Time: 2026.94 ms [2021-05-17 17:34:26 main:574] : INFO : Epoch 1685 | loss: 0.0311573 | val_loss: 0.0311662 | Time: 2034.68 ms [2021-05-17 17:34:28 main:574] : INFO : Epoch 1686 | loss: 0.0311587 | val_loss: 0.0311653 | Time: 2040.07 ms [2021-05-17 17:34:30 main:574] : INFO : Epoch 1687 | loss: 0.0311564 | val_loss: 0.031165 | Time: 2039.4 ms [2021-05-17 17:34:32 main:574] : INFO : Epoch 1688 | loss: 0.0311579 | val_loss: 0.0311673 | Time: 2035.57 ms [2021-05-17 17:34:34 main:574] : INFO : Epoch 1689 | loss: 0.0311572 | val_loss: 0.0311693 | Time: 2005.21 ms [2021-05-17 17:34:36 main:574] : INFO : Epoch 1690 | loss: 0.0311572 | val_loss: 0.0311655 | Time: 2002.25 ms [2021-05-17 17:34:39 main:574] : INFO : Epoch 1691 | loss: 0.0311556 | val_loss: 0.0311652 | Time: 2019.76 ms [2021-05-17 17:34:41 main:574] : INFO : Epoch 1692 | loss: 0.0311546 | val_loss: 0.0311685 | Time: 2073.18 ms [2021-05-17 17:34:43 main:574] : INFO : Epoch 1693 | loss: 0.0311565 | val_loss: 0.0311684 | Time: 1996.75 ms [2021-05-17 17:34:45 main:574] : INFO : Epoch 1694 | loss: 0.0311565 | val_loss: 0.0311644 | Time: 2021.81 ms [2021-05-17 17:34:47 main:574] : INFO : Epoch 1695 | loss: 0.0311545 | val_loss: 0.0311648 | Time: 2004.67 ms [2021-05-17 17:34:49 main:574] : INFO : Epoch 1696 | loss: 0.031154 | val_loss: 0.0311653 | Time: 2009.03 ms [2021-05-17 17:34:51 main:574] : INFO : Epoch 1697 | loss: 0.0311547 | val_loss: 0.0311674 | Time: 2012.21 ms [2021-05-17 17:34:54 main:574] : INFO : Epoch 1698 | loss: 0.0311537 | val_loss: 0.0311635 | Time: 2030.22 ms [2021-05-17 17:34:56 main:574] : INFO : Epoch 1699 | loss: 0.0311546 | val_loss: 0.0311655 | Time: 2011.73 ms [2021-05-17 17:34:58 main:574] : INFO : Epoch 1700 | loss: 0.0311552 | val_loss: 0.0311652 | Time: 2020.88 ms [2021-05-17 17:35:00 main:574] : INFO : Epoch 1701 | loss: 0.0311557 | val_loss: 0.031167 | Time: 2019.99 ms [2021-05-17 17:35:02 main:574] : INFO : Epoch 1702 | loss: 0.0311562 | val_loss: 0.0311689 | Time: 2019.61 ms [2021-05-17 17:35:04 main:574] : INFO : Epoch 1703 | loss: 0.0311564 | val_loss: 0.0311664 | Time: 2020.64 ms [2021-05-17 17:35:06 main:574] : INFO : Epoch 1704 | loss: 0.0311563 | val_loss: 0.0311636 | Time: 2002.83 ms [2021-05-17 17:35:08 main:574] : INFO : Epoch 1705 | loss: 0.031154 | val_loss: 0.0311642 | Time: 2006.38 ms [2021-05-17 17:35:10 main:574] : INFO : Epoch 1706 | loss: 0.0311535 | val_loss: 0.0311676 | Time: 2016.15 ms [2021-05-17 17:35:12 main:574] : INFO : Epoch 1707 | loss: 0.0311535 | val_loss: 0.0311663 | Time: 2003.5 ms [2021-05-17 17:35:14 main:574] : INFO : Epoch 1708 | loss: 0.0311541 | val_loss: 0.0311643 | Time: 2004.91 ms [2021-05-17 17:35:16 main:574] : INFO : Epoch 1709 | loss: 0.0311532 | val_loss: 0.0311652 | Time: 2018.41 ms [2021-05-17 17:35:19 main:574] : INFO : Epoch 1710 | loss: 0.0311536 | val_loss: 0.0311655 | Time: 2017.47 ms [2021-05-17 17:35:21 main:574] : INFO : Epoch 1711 | loss: 0.0311538 | val_loss: 0.0311648 | Time: 2000.09 ms [2021-05-17 17:35:23 main:574] : INFO : Epoch 1712 | loss: 0.0311536 | val_loss: 0.0311648 | Time: 1992.69 ms [2021-05-17 17:35:25 main:574] : INFO : Epoch 1713 | loss: 0.0311536 | val_loss: 0.0311667 | Time: 2014.2 ms [2021-05-17 17:35:27 main:574] : INFO : Epoch 1714 | loss: 0.0311524 | val_loss: 0.0311665 | Time: 2009.74 ms [2021-05-17 17:35:29 main:574] : INFO : Epoch 1715 | loss: 0.031153 | val_loss: 0.0311674 | Time: 2012.98 ms [2021-05-17 17:35:31 main:574] : INFO : Epoch 1716 | loss: 0.0311535 | val_loss: 0.0311678 | Time: 2000.28 ms [2021-05-17 17:35:33 main:574] : INFO : Epoch 1717 | loss: 0.0311545 | val_loss: 0.0311658 | Time: 2010.71 ms [2021-05-17 17:35:35 main:574] : INFO : Epoch 1718 | loss: 0.0311538 | val_loss: 0.0311681 | Time: 2012.91 ms [2021-05-17 17:35:37 main:574] : INFO : Epoch 1719 | loss: 0.031153 | val_loss: 0.0311682 | Time: 2018.86 ms [2021-05-17 17:35:39 main:574] : INFO : Epoch 1720 | loss: 0.0311522 | val_loss: 0.0311656 | Time: 2011.97 ms [2021-05-17 17:35:41 main:574] : INFO : Epoch 1721 | loss: 0.0311518 | val_loss: 0.0311722 | Time: 2032.78 ms [2021-05-17 17:35:44 main:574] : INFO : Epoch 1722 | loss: 0.0311539 | val_loss: 0.0311663 | Time: 1989.07 ms [2021-05-17 17:35:46 main:574] : INFO : Epoch 1723 | loss: 0.0311514 | val_loss: 0.031166 | Time: 2006.55 ms [2021-05-17 17:35:48 main:574] : INFO : Epoch 1724 | loss: 0.031151 | val_loss: 0.0311676 | Time: 2003.95 ms [2021-05-17 17:35:50 main:574] : INFO : Epoch 1725 | loss: 0.0311507 | val_loss: 0.0311661 | Time: 2013.59 ms [2021-05-17 17:35:52 main:574] : INFO : Epoch 1726 | loss: 0.031152 | val_loss: 0.0311664 | Time: 2022.47 ms [2021-05-17 17:35:54 main:574] : INFO : Epoch 1727 | loss: 0.0311543 | val_loss: 0.031174 | Time: 2017.06 ms [2021-05-17 17:35:56 main:574] : INFO : Epoch 1728 | loss: 0.031153 | val_loss: 0.0311683 | Time: 2039.16 ms [2021-05-17 17:35:58 main:574] : INFO : Epoch 1729 | loss: 0.031152 | val_loss: 0.0311662 | Time: 2015.96 ms [2021-05-17 17:36:00 main:574] : INFO : Epoch 1730 | loss: 0.0311523 | val_loss: 0.0311663 | Time: 2004.06 ms [2021-05-17 17:36:02 main:574] : INFO : Epoch 1731 | loss: 0.031153 | val_loss: 0.0311662 | Time: 2019.77 ms [2021-05-17 17:36:04 main:574] : INFO : Epoch 1732 | loss: 0.0311522 | val_loss: 0.031167 | Time: 1992.84 ms [2021-05-17 17:36:06 main:574] : INFO : Epoch 1733 | loss: 0.031152 | val_loss: 0.0311695 | Time: 2007.39 ms [2021-05-17 17:36:08 main:574] : INFO : Epoch 1734 | loss: 0.0311547 | val_loss: 0.0311662 | Time: 2015.04 ms [2021-05-17 17:36:11 main:574] : INFO : Epoch 1735 | loss: 0.031152 | val_loss: 0.0311674 | Time: 2021.57 ms [2021-05-17 17:36:13 main:574] : INFO : Epoch 1736 | loss: 0.0311539 | val_loss: 0.0311694 | Time: 2002.89 ms [2021-05-17 17:36:15 main:574] : INFO : Epoch 1737 | loss: 0.0311542 | val_loss: 0.0311676 | Time: 2019.18 ms [2021-05-17 17:36:17 main:574] : INFO : Epoch 1738 | loss: 0.0311512 | val_loss: 0.0311661 | Time: 2001.34 ms [2021-05-17 17:36:19 main:574] : INFO : Epoch 1739 | loss: 0.0311515 | val_loss: 0.0311652 | Time: 2008.98 ms [2021-05-17 17:36:21 main:574] : INFO : Epoch 1740 | loss: 0.0311533 | val_loss: 0.0311724 | Time: 2015.38 ms [2021-05-17 17:36:23 main:574] : INFO : Epoch 1741 | loss: 0.031152 | val_loss: 0.0311658 | Time: 2013.67 ms [2021-05-17 17:36:25 main:574] : INFO : Epoch 1742 | loss: 0.0311503 | val_loss: 0.0311653 | Time: 1999.59 ms [2021-05-17 17:36:27 main:574] : INFO : Epoch 1743 | loss: 0.03115 | val_loss: 0.0311661 | Time: 2014.58 ms [2021-05-17 17:36:29 main:574] : INFO : Epoch 1744 | loss: 0.031151 | val_loss: 0.0311667 | Time: 2006.78 ms [2021-05-17 17:36:31 main:574] : INFO : Epoch 1745 | loss: 0.0311505 | val_loss: 0.0311658 | Time: 2015.64 ms [2021-05-17 17:36:33 main:574] : INFO : Epoch 1746 | loss: 0.0311494 | val_loss: 0.0311685 | Time: 2042.79 ms [2021-05-17 17:36:36 main:574] : INFO : Epoch 1747 | loss: 0.0311495 | val_loss: 0.031165 | Time: 2031.39 ms [2021-05-17 17:36:38 main:574] : INFO : Epoch 1748 | loss: 0.0311507 | val_loss: 0.0311688 | Time: 2028.2 ms [2021-05-17 17:36:40 main:574] : INFO : Epoch 1749 | loss: 0.0311508 | val_loss: 0.0311648 | Time: 2026.38 ms [2021-05-17 17:36:42 main:574] : INFO : Epoch 1750 | loss: 0.0311503 | val_loss: 0.0311662 | Time: 2018.2 ms [2021-05-17 17:36:44 main:574] : INFO : Epoch 1751 | loss: 0.031151 | val_loss: 0.0311684 | Time: 2002.77 ms [2021-05-17 17:36:46 main:574] : INFO : Epoch 1752 | loss: 0.0311495 | val_loss: 0.0311649 | Time: 2013.47 ms [2021-05-17 17:36:48 main:574] : INFO : Epoch 1753 | loss: 0.0311489 | val_loss: 0.0311659 | Time: 1992.59 ms [2021-05-17 17:36:50 main:574] : INFO : Epoch 1754 | loss: 0.0311524 | val_loss: 0.0311702 | Time: 1996.41 ms [2021-05-17 17:36:52 main:574] : INFO : Epoch 1755 | loss: 0.031158 | val_loss: 0.0311692 | Time: 2038.97 ms [2021-05-17 17:36:55 main:574] : INFO : Epoch 1756 | loss: 0.0311566 | val_loss: 0.0311669 | Time: 2013.7 ms [2021-05-17 17:36:57 main:574] : INFO : Epoch 1757 | loss: 0.0311545 | val_loss: 0.0311658 | Time: 2029.19 ms [2021-05-17 17:36:59 main:574] : INFO : Epoch 1758 | loss: 0.0311543 | val_loss: 0.0311661 | Time: 2013.82 ms [2021-05-17 17:37:01 main:574] : INFO : Epoch 1759 | loss: 0.031153 | val_loss: 0.031166 | Time: 2005.18 ms [2021-05-17 17:37:03 main:574] : INFO : Epoch 1760 | loss: 0.031152 | val_loss: 0.0311672 | Time: 2009.04 ms [2021-05-17 17:37:05 main:574] : INFO : Epoch 1761 | loss: 0.0311517 | val_loss: 0.0311658 | Time: 1993.84 ms [2021-05-17 17:37:07 main:574] : INFO : Epoch 1762 | loss: 0.0311527 | val_loss: 0.0311697 | Time: 2000.96 ms [2021-05-17 17:37:09 main:574] : INFO : Epoch 1763 | loss: 0.0311532 | val_loss: 0.0311663 | Time: 2032.35 ms [2021-05-17 17:37:11 main:574] : INFO : Epoch 1764 | loss: 0.0311535 | val_loss: 0.0311675 | Time: 2070.09 ms [2021-05-17 17:37:13 main:574] : INFO : Epoch 1765 | loss: 0.03116 | val_loss: 0.0311705 | Time: 1999.63 ms [2021-05-17 17:37:15 main:574] : INFO : Epoch 1766 | loss: 0.0311546 | val_loss: 0.0311662 | Time: 1999.51 ms [2021-05-17 17:37:17 main:574] : INFO : Epoch 1767 | loss: 0.031153 | val_loss: 0.03117 | Time: 2033.6 ms [2021-05-17 17:37:20 main:574] : INFO : Epoch 1768 | loss: 0.0311535 | val_loss: 0.0311656 | Time: 2055.37 ms [2021-05-17 17:37:22 main:574] : INFO : Epoch 1769 | loss: 0.0311523 | val_loss: 0.0311669 | Time: 2037.26 ms [2021-05-17 17:37:24 main:574] : INFO : Epoch 1770 | loss: 0.0311517 | val_loss: 0.0311658 | Time: 2033.67 ms [2021-05-17 17:37:26 main:574] : INFO : Epoch 1771 | loss: 0.0311511 | val_loss: 0.0311673 | Time: 2030.53 ms [2021-05-17 17:37:28 main:574] : INFO : Epoch 1772 | loss: 0.0311508 | val_loss: 0.0311674 | Time: 2014.88 ms [2021-05-17 17:37:30 main:574] : INFO : Epoch 1773 | loss: 0.0311516 | val_loss: 0.0311675 | Time: 2025.24 ms [2021-05-17 17:37:32 main:574] : INFO : Epoch 1774 | loss: 0.0311506 | val_loss: 0.0311669 | Time: 2036.69 ms [2021-05-17 17:37:34 main:574] : INFO : Epoch 1775 | loss: 0.03115 | val_loss: 0.0311719 | Time: 2004.92 ms [2021-05-17 17:37:36 main:574] : INFO : Epoch 1776 | loss: 0.0311495 | val_loss: 0.0311688 | Time: 2011.68 ms [2021-05-17 17:37:39 main:574] : INFO : Epoch 1777 | loss: 0.03115 | val_loss: 0.0311673 | Time: 2001.8 ms [2021-05-17 17:37:41 main:574] : INFO : Epoch 1778 | loss: 0.0311516 | val_loss: 0.0311694 | Time: 2007.51 ms [2021-05-17 17:37:43 main:574] : INFO : Epoch 1779 | loss: 0.0311512 | val_loss: 0.0311678 | Time: 2013.17 ms [2021-05-17 17:37:45 main:574] : INFO : Epoch 1780 | loss: 0.031151 | val_loss: 0.0311687 | Time: 2004.03 ms [2021-05-17 17:37:47 main:574] : INFO : Epoch 1781 | loss: 0.0311512 | val_loss: 0.0311665 | Time: 2004.49 ms [2021-05-17 17:37:49 main:574] : INFO : Epoch 1782 | loss: 0.0311512 | val_loss: 0.0311678 | Time: 2001.56 ms [2021-05-17 17:37:51 main:574] : INFO : Epoch 1783 | loss: 0.0311497 | val_loss: 0.0311686 | Time: 2010.91 ms [2021-05-17 17:37:53 main:574] : INFO : Epoch 1784 | loss: 0.0311498 | val_loss: 0.0311695 | Time: 2002.02 ms [2021-05-17 17:37:55 main:574] : INFO : Epoch 1785 | loss: 0.0311495 | val_loss: 0.0311683 | Time: 2001.24 ms [2021-05-17 17:37:57 main:574] : INFO : Epoch 1786 | loss: 0.0311504 | val_loss: 0.0311667 | Time: 2004.32 ms [2021-05-17 17:37:59 main:574] : INFO : Epoch 1787 | loss: 0.031152 | val_loss: 0.0311687 | Time: 2028.19 ms [2021-05-17 17:38:01 main:574] : INFO : Epoch 1788 | loss: 0.0311512 | val_loss: 0.0311671 | Time: 2003 ms [2021-05-17 17:38:03 main:574] : INFO : Epoch 1789 | loss: 0.0311515 | val_loss: 0.0311671 | Time: 2000.6 ms [2021-05-17 17:38:06 main:574] : INFO : Epoch 1790 | loss: 0.0311492 | val_loss: 0.0311694 | Time: 2038.9 ms [2021-05-17 17:38:08 main:574] : INFO : Epoch 1791 | loss: 0.0311509 | val_loss: 0.0311673 | Time: 2033.6 ms [2021-05-17 17:38:10 main:574] : INFO : Epoch 1792 | loss: 0.0311487 | val_loss: 0.0311687 | Time: 2011.13 ms [2021-05-17 17:38:12 main:574] : INFO : Epoch 1793 | loss: 0.0311519 | val_loss: 0.0311714 | Time: 2023.81 ms [2021-05-17 17:38:14 main:574] : INFO : Epoch 1794 | loss: 0.0311528 | val_loss: 0.0311724 | Time: 2007.21 ms [2021-05-17 17:38:16 main:574] : INFO : Epoch 1795 | loss: 0.0311492 | val_loss: 0.0311681 | Time: 2011.23 ms [2021-05-17 17:38:18 main:574] : INFO : Epoch 1796 | loss: 0.0311471 | val_loss: 0.0311704 | Time: 2026.03 ms [2021-05-17 17:38:20 main:574] : INFO : Epoch 1797 | loss: 0.0311478 | val_loss: 0.0311705 | Time: 2021.38 ms [2021-05-17 17:38:22 main:574] : INFO : Epoch 1798 | loss: 0.0311473 | val_loss: 0.0311698 | Time: 2002.68 ms [2021-05-17 17:38:24 main:574] : INFO : Epoch 1799 | loss: 0.0311481 | val_loss: 0.0311682 | Time: 1996.12 ms [2021-05-17 17:38:26 main:574] : INFO : Epoch 1800 | loss: 0.0311488 | val_loss: 0.0311706 | Time: 2009.32 ms [2021-05-17 17:38:28 main:574] : INFO : Epoch 1801 | loss: 0.0311497 | val_loss: 0.0311726 | Time: 2006.67 ms [2021-05-17 17:38:31 main:574] : INFO : Epoch 1802 | loss: 0.0311518 | val_loss: 0.031177 | Time: 2007.88 ms [2021-05-17 17:38:33 main:574] : INFO : Epoch 1803 | loss: 0.0311525 | val_loss: 0.0311718 | Time: 2019.95 ms [2021-05-17 17:38:35 main:574] : INFO : Epoch 1804 | loss: 0.0311512 | val_loss: 0.0311678 | Time: 2008.32 ms [2021-05-17 17:38:37 main:574] : INFO : Epoch 1805 | loss: 0.031152 | val_loss: 0.0311743 | Time: 1998.9 ms [2021-05-17 17:38:39 main:574] : INFO : Epoch 1806 | loss: 0.0311509 | val_loss: 0.0311735 | Time: 2012.7 ms [2021-05-17 17:38:41 main:574] : INFO : Epoch 1807 | loss: 0.0311505 | val_loss: 0.0311687 | Time: 2017.32 ms [2021-05-17 17:38:43 main:574] : INFO : Epoch 1808 | loss: 0.0311496 | val_loss: 0.0311682 | Time: 1999.76 ms [2021-05-17 17:38:45 main:574] : INFO : Epoch 1809 | loss: 0.0311489 | val_loss: 0.0311674 | Time: 1996.16 ms [2021-05-17 17:38:47 main:574] : INFO : Epoch 1810 | loss: 0.031149 | val_loss: 0.0311717 | Time: 2008.46 ms [2021-05-17 17:38:49 main:574] : INFO : Epoch 1811 | loss: 0.031152 | val_loss: 0.0311699 | Time: 1997.5 ms [2021-05-17 17:38:51 main:574] : INFO : Epoch 1812 | loss: 0.0311509 | val_loss: 0.031168 | Time: 2016.37 ms [2021-05-17 17:38:53 main:574] : INFO : Epoch 1813 | loss: 0.0311495 | val_loss: 0.031169 | Time: 2049.08 ms [2021-05-17 17:38:56 main:574] : INFO : Epoch 1814 | loss: 0.0311475 | val_loss: 0.031169 | Time: 2008.33 ms [2021-05-17 17:38:58 main:574] : INFO : Epoch 1815 | loss: 0.0311512 | val_loss: 0.0311693 | Time: 2016.36 ms [2021-05-17 17:39:00 main:574] : INFO : Epoch 1816 | loss: 0.0311492 | val_loss: 0.0311688 | Time: 2051.79 ms [2021-05-17 17:39:02 main:574] : INFO : Epoch 1817 | loss: 0.0311469 | val_loss: 0.0311691 | Time: 2009.72 ms [2021-05-17 17:39:04 main:574] : INFO : Epoch 1818 | loss: 0.0311469 | val_loss: 0.0311712 | Time: 2025.95 ms [2021-05-17 17:39:06 main:574] : INFO : Epoch 1819 | loss: 0.0311561 | val_loss: 0.0311696 | Time: 1999.87 ms [2021-05-17 17:39:08 main:574] : INFO : Epoch 1820 | loss: 0.0311604 | val_loss: 0.0311726 | Time: 2016.08 ms [2021-05-17 17:39:10 main:574] : INFO : Epoch 1821 | loss: 0.0311576 | val_loss: 0.0311693 | Time: 2017.74 ms [2021-05-17 17:39:12 main:574] : INFO : Epoch 1822 | loss: 0.0311562 | val_loss: 0.0311655 | Time: 2014.64 ms [2021-05-17 17:39:14 main:574] : INFO : Epoch 1823 | loss: 0.0311535 | val_loss: 0.0311655 | Time: 2019.75 ms [2021-05-17 17:39:16 main:574] : INFO : Epoch 1824 | loss: 0.0311523 | val_loss: 0.0311651 | Time: 2010.54 ms [2021-05-17 17:39:19 main:574] : INFO : Epoch 1825 | loss: 0.0311541 | val_loss: 0.0311655 | Time: 1997.84 ms [2021-05-17 17:39:21 main:574] : INFO : Epoch 1826 | loss: 0.0311541 | val_loss: 0.0311676 | Time: 1994.59 ms [2021-05-17 17:39:23 main:574] : INFO : Epoch 1827 | loss: 0.031152 | val_loss: 0.0311672 | Time: 1996.99 ms [2021-05-17 17:39:25 main:574] : INFO : Epoch 1828 | loss: 0.0311518 | val_loss: 0.031167 | Time: 1990.88 ms [2021-05-17 17:39:27 main:574] : INFO : Epoch 1829 | loss: 0.0311513 | val_loss: 0.0311738 | Time: 2018.42 ms [2021-05-17 17:39:29 main:574] : INFO : Epoch 1830 | loss: 0.031154 | val_loss: 0.03117 | Time: 2014.3 ms [2021-05-17 17:39:31 main:574] : INFO : Epoch 1831 | loss: 0.0311512 | val_loss: 0.0311653 | Time: 1999.15 ms [2021-05-17 17:39:33 main:574] : INFO : Epoch 1832 | loss: 0.0311507 | val_loss: 0.0311659 | Time: 2029.82 ms [2021-05-17 17:39:35 main:574] : INFO : Epoch 1833 | loss: 0.0311509 | val_loss: 0.0311665 | Time: 1998.43 ms [2021-05-17 17:39:37 main:574] : INFO : Epoch 1834 | loss: 0.0311493 | val_loss: 0.0311655 | Time: 2011.9 ms [2021-05-17 17:39:39 main:574] : INFO : Epoch 1835 | loss: 0.0311504 | val_loss: 0.0311706 | Time: 2005.21 ms [2021-05-17 17:39:41 main:574] : INFO : Epoch 1836 | loss: 0.0311511 | val_loss: 0.0311732 | Time: 1994.58 ms [2021-05-17 17:39:44 main:574] : INFO : Epoch 1837 | loss: 0.0311509 | val_loss: 0.0311683 | Time: 2045.17 ms [2021-05-17 17:39:46 main:574] : INFO : Epoch 1838 | loss: 0.031149 | val_loss: 0.0311673 | Time: 2016.08 ms [2021-05-17 17:39:48 main:574] : INFO : Epoch 1839 | loss: 0.0311483 | val_loss: 0.0311681 | Time: 2009.73 ms [2021-05-17 17:39:50 main:574] : INFO : Epoch 1840 | loss: 0.031151 | val_loss: 0.0311689 | Time: 2023.98 ms [2021-05-17 17:39:52 main:574] : INFO : Epoch 1841 | loss: 0.0311503 | val_loss: 0.0311664 | Time: 2015.79 ms [2021-05-17 17:39:54 main:574] : INFO : Epoch 1842 | loss: 0.0311485 | val_loss: 0.0311651 | Time: 2024.31 ms [2021-05-17 17:39:56 main:574] : INFO : Epoch 1843 | loss: 0.0311486 | val_loss: 0.031167 | Time: 2003.32 ms [2021-05-17 17:39:58 main:574] : INFO : Epoch 1844 | loss: 0.0311482 | val_loss: 0.031169 | Time: 2023.37 ms [2021-05-17 17:40:00 main:574] : INFO : Epoch 1845 | loss: 0.0311481 | val_loss: 0.0311653 | Time: 2004.57 ms [2021-05-17 17:40:02 main:574] : INFO : Epoch 1846 | loss: 0.0311476 | val_loss: 0.0311691 | Time: 1993.76 ms [2021-05-17 17:40:04 main:574] : INFO : Epoch 1847 | loss: 0.0311487 | val_loss: 0.0311656 | Time: 2006.25 ms [2021-05-17 17:40:07 main:574] : INFO : Epoch 1848 | loss: 0.0311478 | val_loss: 0.0311685 | Time: 2031.85 ms [2021-05-17 17:40:09 main:574] : INFO : Epoch 1849 | loss: 0.0311607 | val_loss: 0.0311825 | Time: 2018.54 ms [2021-05-17 17:40:11 main:574] : INFO : Epoch 1850 | loss: 0.0311752 | val_loss: 0.0312115 | Time: 2007.09 ms [2021-05-17 17:40:13 main:574] : INFO : Epoch 1851 | loss: 0.0439353 | val_loss: 0.0421269 | Time: 1997.48 ms [2021-05-17 17:40:15 main:574] : INFO : Epoch 1852 | loss: 0.0544288 | val_loss: 0.0500071 | Time: 2014.52 ms [2021-05-17 17:40:17 main:574] : INFO : Epoch 1853 | loss: 0.0371216 | val_loss: 0.03243 | Time: 2033.89 ms [2021-05-17 17:40:19 main:574] : INFO : Epoch 1854 | loss: 0.0321823 | val_loss: 0.0314621 | Time: 2009.5 ms [2021-05-17 17:40:21 main:574] : INFO : Epoch 1855 | loss: 0.0313968 | val_loss: 0.0313158 | Time: 1998.48 ms [2021-05-17 17:40:23 main:574] : INFO : Epoch 1856 | loss: 0.0312749 | val_loss: 0.0312503 | Time: 2006.75 ms [2021-05-17 17:40:25 main:574] : INFO : Epoch 1857 | loss: 0.0312475 | val_loss: 0.0312422 | Time: 2009.41 ms [2021-05-17 17:40:27 main:574] : INFO : Epoch 1858 | loss: 0.0312401 | val_loss: 0.0312397 | Time: 1995.03 ms [2021-05-17 17:40:29 main:574] : INFO : Epoch 1859 | loss: 0.0312367 | val_loss: 0.0312361 | Time: 2013.38 ms [2021-05-17 17:40:32 main:574] : INFO : Epoch 1860 | loss: 0.0312336 | val_loss: 0.0312331 | Time: 2029.09 ms [2021-05-17 17:40:34 main:574] : INFO : Epoch 1861 | loss: 0.03123 | val_loss: 0.0312295 | Time: 2011.49 ms [2021-05-17 17:40:36 main:574] : INFO : Epoch 1862 | loss: 0.0312281 | val_loss: 0.0312285 | Time: 2028.42 ms [2021-05-17 17:40:38 main:574] : INFO : Epoch 1863 | loss: 0.0312252 | val_loss: 0.0312248 | Time: 2038.09 ms [2021-05-17 17:40:40 main:574] : INFO : Epoch 1864 | loss: 0.0312215 | val_loss: 0.0312216 | Time: 1998.68 ms [2021-05-17 17:40:42 main:574] : INFO : Epoch 1865 | loss: 0.0312184 | val_loss: 0.0312179 | Time: 2005.09 ms [2021-05-17 17:40:44 main:574] : INFO : Epoch 1866 | loss: 0.0312149 | val_loss: 0.031215 | Time: 2011.28 ms [2021-05-17 17:40:46 main:574] : INFO : Epoch 1867 | loss: 0.0312116 | val_loss: 0.0312125 | Time: 2020.52 ms [2021-05-17 17:40:48 main:574] : INFO : Epoch 1868 | loss: 0.0312098 | val_loss: 0.0312097 | Time: 2026.61 ms [2021-05-17 17:40:50 main:574] : INFO : Epoch 1869 | loss: 0.0312066 | val_loss: 0.0312069 | Time: 2004.4 ms [2021-05-17 17:40:52 main:574] : INFO : Epoch 1870 | loss: 0.0312037 | val_loss: 0.0312048 | Time: 2010.24 ms [2021-05-17 17:40:54 main:574] : INFO : Epoch 1871 | loss: 0.0312014 | val_loss: 0.0312028 | Time: 2021.52 ms [2021-05-17 17:40:57 main:574] : INFO : Epoch 1872 | loss: 0.0311986 | val_loss: 0.0311994 | Time: 2008.38 ms [2021-05-17 17:40:59 main:574] : INFO : Epoch 1873 | loss: 0.0311966 | val_loss: 0.0311993 | Time: 2000.83 ms [2021-05-17 17:41:01 main:574] : INFO : Epoch 1874 | loss: 0.031195 | val_loss: 0.0311998 | Time: 1997.83 ms [2021-05-17 17:41:03 main:574] : INFO : Epoch 1875 | loss: 0.0311927 | val_loss: 0.0311946 | Time: 2007.92 ms [2021-05-17 17:41:05 main:574] : INFO : Epoch 1876 | loss: 0.031191 | val_loss: 0.0311941 | Time: 2003.42 ms [2021-05-17 17:41:07 main:574] : INFO : Epoch 1877 | loss: 0.0311892 | val_loss: 0.0311909 | Time: 2022.69 ms [2021-05-17 17:41:09 main:574] : INFO : Epoch 1878 | loss: 0.031188 | val_loss: 0.0311906 | Time: 2005.73 ms [2021-05-17 17:41:11 main:574] : INFO : Epoch 1879 | loss: 0.0311869 | val_loss: 0.0311912 | Time: 2021.77 ms [2021-05-17 17:41:13 main:574] : INFO : Epoch 1880 | loss: 0.0311855 | val_loss: 0.0311897 | Time: 2020.49 ms [2021-05-17 17:41:15 main:574] : INFO : Epoch 1881 | loss: 0.0311842 | val_loss: 0.0311882 | Time: 2020.49 ms [2021-05-17 17:41:18 main:574] : INFO : Epoch 1882 | loss: 0.031184 | val_loss: 0.0311865 | Time: 2062.67 ms [2021-05-17 17:41:20 main:574] : INFO : Epoch 1883 | loss: 0.0311845 | val_loss: 0.031185 | Time: 2000.41 ms [2021-05-17 17:41:22 main:574] : INFO : Epoch 1884 | loss: 0.0311811 | val_loss: 0.0311827 | Time: 2013.81 ms [2021-05-17 17:41:24 main:574] : INFO : Epoch 1885 | loss: 0.0311803 | val_loss: 0.0311826 | Time: 2022.2 ms [2021-05-17 17:41:26 main:574] : INFO : Epoch 1886 | loss: 0.0311797 | val_loss: 0.0311824 | Time: 2000.19 ms [2021-05-17 17:41:28 main:574] : INFO : Epoch 1887 | loss: 0.0311787 | val_loss: 0.0311812 | Time: 2013.07 ms [2021-05-17 17:41:30 main:574] : INFO : Epoch 1888 | loss: 0.0311789 | val_loss: 0.031182 | Time: 2019.01 ms [2021-05-17 17:41:32 main:574] : INFO : Epoch 1889 | loss: 0.0311781 | val_loss: 0.031181 | Time: 2004.05 ms [2021-05-17 17:41:34 main:574] : INFO : Epoch 1890 | loss: 0.0311773 | val_loss: 0.0311809 | Time: 2030.04 ms [2021-05-17 17:41:36 main:574] : INFO : Epoch 1891 | loss: 0.0311764 | val_loss: 0.0311807 | Time: 2013.37 ms [2021-05-17 17:41:38 main:574] : INFO : Epoch 1892 | loss: 0.0311783 | val_loss: 0.0311832 | Time: 2005.33 ms [2021-05-17 17:41:40 main:574] : INFO : Epoch 1893 | loss: 0.0311786 | val_loss: 0.0311802 | Time: 1993.93 ms [2021-05-17 17:41:42 main:574] : INFO : Epoch 1894 | loss: 0.0311763 | val_loss: 0.0311799 | Time: 2044.21 ms [2021-05-17 17:41:45 main:574] : INFO : Epoch 1895 | loss: 0.0311758 | val_loss: 0.0311801 | Time: 2026.37 ms [2021-05-17 17:41:47 main:574] : INFO : Epoch 1896 | loss: 0.0311762 | val_loss: 0.0311795 | Time: 2025.59 ms [2021-05-17 17:41:49 main:574] : INFO : Epoch 1897 | loss: 0.0311752 | val_loss: 0.0311793 | Time: 2016.71 ms [2021-05-17 17:41:51 main:574] : INFO : Epoch 1898 | loss: 0.0311751 | val_loss: 0.0311825 | Time: 2017.54 ms [2021-05-17 17:41:53 main:574] : INFO : Epoch 1899 | loss: 0.0311747 | val_loss: 0.0311782 | Time: 2020.75 ms [2021-05-17 17:41:55 main:574] : INFO : Epoch 1900 | loss: 0.0311741 | val_loss: 0.0311784 | Time: 2011.97 ms [2021-05-17 17:41:57 main:574] : INFO : Epoch 1901 | loss: 0.0311743 | val_loss: 0.0311804 | Time: 2035.4 ms [2021-05-17 17:41:59 main:574] : INFO : Epoch 1902 | loss: 0.0311761 | val_loss: 0.0311785 | Time: 2000.77 ms [2021-05-17 17:42:01 main:574] : INFO : Epoch 1903 | loss: 0.031176 | val_loss: 0.0311774 | Time: 2012.09 ms [2021-05-17 17:42:03 main:574] : INFO : Epoch 1904 | loss: 0.031174 | val_loss: 0.031177 | Time: 2028.01 ms [2021-05-17 17:42:05 main:574] : INFO : Epoch 1905 | loss: 0.0311734 | val_loss: 0.0311761 | Time: 2017.84 ms [2021-05-17 17:42:08 main:574] : INFO : Epoch 1906 | loss: 0.0311728 | val_loss: 0.0311756 | Time: 2018.04 ms [2021-05-17 17:42:10 main:574] : INFO : Epoch 1907 | loss: 0.0311746 | val_loss: 0.0311739 | Time: 1997.39 ms [2021-05-17 17:42:12 main:574] : INFO : Epoch 1908 | loss: 0.0311733 | val_loss: 0.031175 | Time: 2005.06 ms [2021-05-17 17:42:14 main:574] : INFO : Epoch 1909 | loss: 0.0311727 | val_loss: 0.0311738 | Time: 2002.27 ms [2021-05-17 17:42:16 main:574] : INFO : Epoch 1910 | loss: 0.0311725 | val_loss: 0.0311734 | Time: 2027.83 ms [2021-05-17 17:42:18 main:574] : INFO : Epoch 1911 | loss: 0.0311727 | val_loss: 0.031173 | Time: 2000.2 ms [2021-05-17 17:42:20 main:574] : INFO : Epoch 1912 | loss: 0.0311714 | val_loss: 0.0311734 | Time: 2006.15 ms [2021-05-17 17:42:22 main:574] : INFO : Epoch 1913 | loss: 0.0311708 | val_loss: 0.0311722 | Time: 2018.07 ms [2021-05-17 17:42:24 main:574] : INFO : Epoch 1914 | loss: 0.0311712 | val_loss: 0.0311724 | Time: 2010.52 ms [2021-05-17 17:42:26 main:574] : INFO : Epoch 1915 | loss: 0.031172 | val_loss: 0.0311735 | Time: 2015.78 ms [2021-05-17 17:42:28 main:574] : INFO : Epoch 1916 | loss: 0.0311729 | val_loss: 0.0311723 | Time: 2008.61 ms [2021-05-17 17:42:30 main:574] : INFO : Epoch 1917 | loss: 0.0311726 | val_loss: 0.0311734 | Time: 2025.49 ms [2021-05-17 17:42:33 main:574] : INFO : Epoch 1918 | loss: 0.031172 | val_loss: 0.0311723 | Time: 2005.68 ms [2021-05-17 17:42:35 main:574] : INFO : Epoch 1919 | loss: 0.031173 | val_loss: 0.0311722 | Time: 1999.71 ms [2021-05-17 17:42:37 main:574] : INFO : Epoch 1920 | loss: 0.0311741 | val_loss: 0.0311728 | Time: 2006.99 ms [2021-05-17 17:42:39 main:574] : INFO : Epoch 1921 | loss: 0.0311776 | val_loss: 0.0311724 | Time: 2001.62 ms [2021-05-17 17:42:41 main:574] : INFO : Epoch 1922 | loss: 0.0311723 | val_loss: 0.0311716 | Time: 1995.48 ms [2021-05-17 17:42:43 main:574] : INFO : Epoch 1923 | loss: 0.0311719 | val_loss: 0.0311718 | Time: 2010.72 ms [2021-05-17 17:42:45 main:574] : INFO : Epoch 1924 | loss: 0.031172 | val_loss: 0.031172 | Time: 2009.36 ms [2021-05-17 17:42:47 main:574] : INFO : Epoch 1925 | loss: 0.0311716 | val_loss: 0.0311716 | Time: 1995.9 ms [2021-05-17 17:42:49 main:574] : INFO : Epoch 1926 | loss: 0.0311707 | val_loss: 0.031171 | Time: 2019.48 ms [2021-05-17 17:42:51 main:574] : INFO : Epoch 1927 | loss: 0.0311722 | val_loss: 0.0311738 | Time: 2010.65 ms [2021-05-17 17:42:53 main:574] : INFO : Epoch 1928 | loss: 0.0311727 | val_loss: 0.0311714 | Time: 2015.01 ms [2021-05-17 17:42:55 main:574] : INFO : Epoch 1929 | loss: 0.0311729 | val_loss: 0.0311835 | Time: 2003.5 ms [2021-05-17 17:42:57 main:574] : INFO : Epoch 1930 | loss: 0.0311786 | val_loss: 0.0311748 | Time: 2008.59 ms [2021-05-17 17:43:00 main:574] : INFO : Epoch 1931 | loss: 0.0311715 | val_loss: 0.0311723 | Time: 2014.96 ms [2021-05-17 17:43:02 main:574] : INFO : Epoch 1932 | loss: 0.0311712 | val_loss: 0.031174 | Time: 2297.79 ms [2021-05-17 17:43:04 main:574] : INFO : Epoch 1933 | loss: 0.0311716 | val_loss: 0.0311723 | Time: 2075.16 ms [2021-05-17 17:43:06 main:574] : INFO : Epoch 1934 | loss: 0.0311706 | val_loss: 0.031172 | Time: 2061.09 ms [2021-05-17 17:43:08 main:574] : INFO : Epoch 1935 | loss: 0.0311706 | val_loss: 0.0311726 | Time: 2050.35 ms [2021-05-17 17:43:10 main:574] : INFO : Epoch 1936 | loss: 0.0311706 | val_loss: 0.0311731 | Time: 2109.99 ms [2021-05-17 17:43:13 main:574] : INFO : Epoch 1937 | loss: 0.031171 | val_loss: 0.0311721 | Time: 2120.22 ms [2021-05-17 17:43:15 main:574] : INFO : Epoch 1938 | loss: 0.031171 | val_loss: 0.031174 | Time: 2074.15 ms [2021-05-17 17:43:17 main:574] : INFO : Epoch 1939 | loss: 0.0311698 | val_loss: 0.0311735 | Time: 2055.35 ms [2021-05-17 17:43:19 main:574] : INFO : Epoch 1940 | loss: 0.0311696 | val_loss: 0.0311715 | Time: 2114.47 ms [2021-05-17 17:43:21 main:574] : INFO : Epoch 1941 | loss: 0.0311691 | val_loss: 0.0311717 | Time: 2063.91 ms [2021-05-17 17:43:23 main:574] : INFO : Epoch 1942 | loss: 0.0311706 | val_loss: 0.0311726 | Time: 2062.06 ms [2021-05-17 17:43:26 main:574] : INFO : Epoch 1943 | loss: 0.0311699 | val_loss: 0.0311723 | Time: 2038.98 ms [2021-05-17 17:43:28 main:574] : INFO : Epoch 1944 | loss: 0.0311691 | val_loss: 0.0311703 | Time: 2042.82 ms [2021-05-17 17:43:30 main:574] : INFO : Epoch 1945 | loss: 0.0311688 | val_loss: 0.0311711 | Time: 2102.54 ms [2021-05-17 17:43:32 main:574] : INFO : Epoch 1946 | loss: 0.0311677 | val_loss: 0.0311723 | Time: 1994.27 ms [2021-05-17 17:43:34 main:574] : INFO : Epoch 1947 | loss: 0.031169 | val_loss: 0.031173 | Time: 2043.93 ms [2021-05-17 17:43:36 main:574] : INFO : Epoch 1948 | loss: 0.0311687 | val_loss: 0.0311704 | Time: 1995.12 ms [2021-05-17 17:43:38 main:574] : INFO : Epoch 1949 | loss: 0.0311683 | val_loss: 0.0311715 | Time: 2043.16 ms [2021-05-17 17:43:40 main:574] : INFO : Epoch 1950 | loss: 0.031172 | val_loss: 0.0311703 | Time: 2004.79 ms [2021-05-17 17:43:42 main:574] : INFO : Epoch 1951 | loss: 0.0311692 | val_loss: 0.031169 | Time: 1995.68 ms [2021-05-17 17:43:44 main:574] : INFO : Epoch 1952 | loss: 0.0311684 | val_loss: 0.0311691 | Time: 2012.16 ms [2021-05-17 17:43:46 main:574] : INFO : Epoch 1953 | loss: 0.0311703 | val_loss: 0.0311707 | Time: 2007.48 ms [2021-05-17 17:43:48 main:574] : INFO : Epoch 1954 | loss: 0.031172 | val_loss: 0.0311773 | Time: 2010.21 ms [2021-05-17 17:43:51 main:574] : INFO : Epoch 1955 | loss: 0.0311702 | val_loss: 0.0311691 | Time: 2001.73 ms [2021-05-17 17:43:53 main:574] : INFO : Epoch 1956 | loss: 0.0311695 | val_loss: 0.0311725 | Time: 2030.44 ms [2021-05-17 17:43:55 main:574] : INFO : Epoch 1957 | loss: 0.0311699 | val_loss: 0.0311695 | Time: 1999.5 ms [2021-05-17 17:43:57 main:574] : INFO : Epoch 1958 | loss: 0.0311696 | val_loss: 0.0311728 | Time: 2024.53 ms [2021-05-17 17:43:59 main:574] : INFO : Epoch 1959 | loss: 0.0311696 | val_loss: 0.0311735 | Time: 2008.95 ms [2021-05-17 17:44:01 main:574] : INFO : Epoch 1960 | loss: 0.0311704 | val_loss: 0.0311692 | Time: 2004.96 ms [2021-05-17 17:44:03 main:574] : INFO : Epoch 1961 | loss: 0.0311684 | val_loss: 0.0311694 | Time: 2031.71 ms [2021-05-17 17:44:05 main:574] : INFO : Epoch 1962 | loss: 0.031167 | val_loss: 0.0311697 | Time: 2003.12 ms [2021-05-17 17:44:07 main:574] : INFO : Epoch 1963 | loss: 0.0311676 | val_loss: 0.0311705 | Time: 2006.3 ms [2021-05-17 17:44:09 main:574] : INFO : Epoch 1964 | loss: 0.0311687 | val_loss: 0.0311688 | Time: 2016.58 ms [2021-05-17 17:44:11 main:574] : INFO : Epoch 1965 | loss: 0.0311668 | val_loss: 0.0311688 | Time: 1999.43 ms [2021-05-17 17:44:13 main:574] : INFO : Epoch 1966 | loss: 0.0311681 | val_loss: 0.0311707 | Time: 2022.89 ms [2021-05-17 17:44:15 main:574] : INFO : Epoch 1967 | loss: 0.0311679 | val_loss: 0.0311683 | Time: 2019.73 ms [2021-05-17 17:44:18 main:574] : INFO : Epoch 1968 | loss: 0.0311674 | val_loss: 0.031172 | Time: 2011.96 ms [2021-05-17 17:44:20 main:574] : INFO : Epoch 1969 | loss: 0.0311725 | val_loss: 0.0311721 | Time: 1999.31 ms [2021-05-17 17:44:22 main:574] : INFO : Epoch 1970 | loss: 0.0311691 | val_loss: 0.0311741 | Time: 2014.76 ms [2021-05-17 17:44:24 main:574] : INFO : Epoch 1971 | loss: 0.0311696 | val_loss: 0.0311731 | Time: 2016.83 ms [2021-05-17 17:44:26 main:574] : INFO : Epoch 1972 | loss: 0.0311683 | val_loss: 0.0311702 | Time: 2014.62 ms [2021-05-17 17:44:28 main:574] : INFO : Epoch 1973 | loss: 0.031171 | val_loss: 0.031171 | Time: 2015.52 ms [2021-05-17 17:44:30 main:574] : INFO : Epoch 1974 | loss: 0.0311694 | val_loss: 0.0311707 | Time: 2003.32 ms [2021-05-17 17:44:32 main:574] : INFO : Epoch 1975 | loss: 0.031168 | val_loss: 0.0311695 | Time: 2014.02 ms [2021-05-17 17:44:34 main:574] : INFO : Epoch 1976 | loss: 0.0311673 | val_loss: 0.0311691 | Time: 2015.77 ms [2021-05-17 17:44:36 main:574] : INFO : Epoch 1977 | loss: 0.031168 | val_loss: 0.0311784 | Time: 2014.06 ms [2021-05-17 17:44:38 main:574] : INFO : Epoch 1978 | loss: 0.031169 | val_loss: 0.0311708 | Time: 2008.69 ms [2021-05-17 17:44:40 main:574] : INFO : Epoch 1979 | loss: 0.0311685 | val_loss: 0.0311677 | Time: 2008.91 ms [2021-05-17 17:44:43 main:574] : INFO : Epoch 1980 | loss: 0.0311685 | val_loss: 0.0311686 | Time: 2037.78 ms [2021-05-17 17:44:45 main:574] : INFO : Epoch 1981 | loss: 0.0311696 | val_loss: 0.0311676 | Time: 1997.97 ms [2021-05-17 17:44:47 main:574] : INFO : Epoch 1982 | loss: 0.0311738 | val_loss: 0.0311686 | Time: 2009.98 ms [2021-05-17 17:44:49 main:574] : INFO : Epoch 1983 | loss: 0.0311673 | val_loss: 0.0311682 | Time: 2002.84 ms [2021-05-17 17:44:51 main:574] : INFO : Epoch 1984 | loss: 0.03117 | val_loss: 0.0311727 | Time: 2018.93 ms [2021-05-17 17:44:53 main:574] : INFO : Epoch 1985 | loss: 0.0311659 | val_loss: 0.0311669 | Time: 2037.96 ms [2021-05-17 17:44:55 main:574] : INFO : Epoch 1986 | loss: 0.0311659 | val_loss: 0.0311685 | Time: 2032.39 ms [2021-05-17 17:44:57 main:574] : INFO : Epoch 1987 | loss: 0.0311659 | val_loss: 0.0311672 | Time: 2003.38 ms [2021-05-17 17:44:59 main:574] : INFO : Epoch 1988 | loss: 0.031166 | val_loss: 0.0311676 | Time: 2014.45 ms [2021-05-17 17:45:01 main:574] : INFO : Epoch 1989 | loss: 0.0311654 | val_loss: 0.0311688 | Time: 2022.36 ms [2021-05-17 17:45:03 main:574] : INFO : Epoch 1990 | loss: 0.0311729 | val_loss: 0.0311678 | Time: 2031.07 ms [2021-05-17 17:45:06 main:574] : INFO : Epoch 1991 | loss: 0.031167 | val_loss: 0.0311667 | Time: 2018.84 ms [2021-05-17 17:45:08 main:574] : INFO : Epoch 1992 | loss: 0.0311646 | val_loss: 0.0311702 | Time: 2004.24 ms [2021-05-17 17:45:10 main:574] : INFO : Epoch 1993 | loss: 0.0311638 | val_loss: 0.0311683 | Time: 1995.9 ms [2021-05-17 17:45:12 main:574] : INFO : Epoch 1994 | loss: 0.0311685 | val_loss: 0.0311833 | Time: 2008.51 ms [2021-05-17 17:45:14 main:574] : INFO : Epoch 1995 | loss: 0.0311694 | val_loss: 0.0311675 | Time: 2019.58 ms [2021-05-17 17:45:16 main:574] : INFO : Epoch 1996 | loss: 0.0311661 | val_loss: 0.0311683 | Time: 2030.16 ms [2021-05-17 17:45:18 main:574] : INFO : Epoch 1997 | loss: 0.0311659 | val_loss: 0.0311721 | Time: 2001.69 ms [2021-05-17 17:45:20 main:574] : INFO : Epoch 1998 | loss: 0.0311671 | val_loss: 0.0311675 | Time: 2004.48 ms [2021-05-17 17:45:22 main:574] : INFO : Epoch 1999 | loss: 0.0311668 | val_loss: 0.0311767 | Time: 2004.96 ms [2021-05-17 17:45:24 main:574] : INFO : Epoch 2000 | loss: 0.031169 | val_loss: 0.0311683 | Time: 2005.78 ms [2021-05-17 17:45:26 main:574] : INFO : Epoch 2001 | loss: 0.031167 | val_loss: 0.0311675 | Time: 2005.88 ms [2021-05-17 17:45:28 main:574] : INFO : Epoch 2002 | loss: 0.0311646 | val_loss: 0.0311669 | Time: 2028.42 ms [2021-05-17 17:45:30 main:574] : INFO : Epoch 2003 | loss: 0.0311649 | val_loss: 0.0311766 | Time: 1999.76 ms [2021-05-17 17:45:33 main:574] : INFO : Epoch 2004 | loss: 0.0311676 | val_loss: 0.031167 | Time: 1999.51 ms [2021-05-17 17:45:35 main:574] : INFO : Epoch 2005 | loss: 0.0311648 | val_loss: 0.031166 | Time: 2010.23 ms [2021-05-17 17:45:37 main:574] : INFO : Epoch 2006 | loss: 0.0311642 | val_loss: 0.031166 | Time: 2011.79 ms [2021-05-17 17:45:39 main:574] : INFO : Epoch 2007 | loss: 0.0311635 | val_loss: 0.0311662 | Time: 2010.31 ms [2021-05-17 17:45:41 main:574] : INFO : Epoch 2008 | loss: 0.0311625 | val_loss: 0.0311669 | Time: 2026.74 ms [2021-05-17 17:45:43 main:574] : INFO : Epoch 2009 | loss: 0.0311621 | val_loss: 0.0311664 | Time: 2026.83 ms [2021-05-17 17:45:45 main:574] : INFO : Epoch 2010 | loss: 0.0311647 | val_loss: 0.0311687 | Time: 2027.02 ms [2021-05-17 17:45:47 main:574] : INFO : Epoch 2011 | loss: 0.031167 | val_loss: 0.0311661 | Time: 1999.13 ms [2021-05-17 17:45:49 main:574] : INFO : Epoch 2012 | loss: 0.0311635 | val_loss: 0.0311667 | Time: 2017.85 ms [2021-05-17 17:45:51 main:574] : INFO : Epoch 2013 | loss: 0.0311638 | val_loss: 0.0311793 | Time: 2012.1 ms [2021-05-17 17:45:53 main:574] : INFO : Epoch 2014 | loss: 0.0311647 | val_loss: 0.0311662 | Time: 2001.08 ms [2021-05-17 17:45:55 main:574] : INFO : Epoch 2015 | loss: 0.0311629 | val_loss: 0.03117 | Time: 1997.22 ms [2021-05-17 17:45:57 main:574] : INFO : Epoch 2016 | loss: 0.0311643 | val_loss: 0.0311694 | Time: 2024.26 ms [2021-05-17 17:46:00 main:574] : INFO : Epoch 2017 | loss: 0.0311659 | val_loss: 0.031167 | Time: 2012.06 ms [2021-05-17 17:46:02 main:574] : INFO : Epoch 2018 | loss: 0.0311673 | val_loss: 0.0311687 | Time: 2004.24 ms [2021-05-17 17:46:04 main:574] : INFO : Epoch 2019 | loss: 0.0311638 | val_loss: 0.0311666 | Time: 2036.33 ms [2021-05-17 17:46:06 main:574] : INFO : Epoch 2020 | loss: 0.0311651 | val_loss: 0.0311739 | Time: 2023.53 ms [2021-05-17 17:46:08 main:574] : INFO : Epoch 2021 | loss: 0.0311639 | val_loss: 0.031166 | Time: 2013.04 ms [2021-05-17 17:46:10 main:574] : INFO : Epoch 2022 | loss: 0.0311633 | val_loss: 0.031167 | Time: 2022.93 ms [2021-05-17 17:46:12 main:574] : INFO : Epoch 2023 | loss: 0.0311637 | val_loss: 0.0311667 | Time: 2017.12 ms [2021-05-17 17:46:14 main:574] : INFO : Epoch 2024 | loss: 0.0311694 | val_loss: 0.0311682 | Time: 2010.87 ms [2021-05-17 17:46:16 main:574] : INFO : Epoch 2025 | loss: 0.0311713 | val_loss: 0.0311679 | Time: 2008.63 ms [2021-05-17 17:46:19 main:574] : INFO : Epoch 2026 | loss: 0.031165 | val_loss: 0.031166 | Time: 2019.52 ms [2021-05-17 17:46:21 main:574] : INFO : Epoch 2027 | loss: 0.0311615 | val_loss: 0.031168 | Time: 2002.19 ms [2021-05-17 17:46:23 main:574] : INFO : Epoch 2028 | loss: 0.0311614 | val_loss: 0.0311663 | Time: 2013.21 ms [2021-05-17 17:46:25 main:574] : INFO : Epoch 2029 | loss: 0.0311612 | val_loss: 0.0311656 | Time: 2022.58 ms [2021-05-17 17:46:27 main:574] : INFO : Epoch 2030 | loss: 0.0311631 | val_loss: 0.0311662 | Time: 1995.33 ms [2021-05-17 17:46:29 main:574] : INFO : Epoch 2031 | loss: 0.0311641 | val_loss: 0.0311659 | Time: 2018.15 ms [2021-05-17 17:46:31 main:574] : INFO : Epoch 2032 | loss: 0.0311631 | val_loss: 0.031168 | Time: 2017.55 ms [2021-05-17 17:46:33 main:574] : INFO : Epoch 2033 | loss: 0.0311648 | val_loss: 0.0311701 | Time: 2017.5 ms [2021-05-17 17:46:35 main:574] : INFO : Epoch 2034 | loss: 0.0311631 | val_loss: 0.0311696 | Time: 2004.34 ms [2021-05-17 17:46:37 main:574] : INFO : Epoch 2035 | loss: 0.0311611 | val_loss: 0.0311655 | Time: 2012.37 ms [2021-05-17 17:46:39 main:574] : INFO : Epoch 2036 | loss: 0.0311611 | val_loss: 0.0311655 | Time: 2016.71 ms [2021-05-17 17:46:42 main:574] : INFO : Epoch 2037 | loss: 0.0311612 | val_loss: 0.0311684 | Time: 2014.79 ms [2021-05-17 17:46:44 main:574] : INFO : Epoch 2038 | loss: 0.0311635 | val_loss: 0.0311677 | Time: 2015.05 ms [2021-05-17 17:46:46 main:574] : INFO : Epoch 2039 | loss: 0.0311653 | val_loss: 0.0311734 | Time: 2018.3 ms [2021-05-17 17:46:48 main:574] : INFO : Epoch 2040 | loss: 0.0311635 | val_loss: 0.0311675 | Time: 2012.6 ms [2021-05-17 17:46:50 main:574] : INFO : Epoch 2041 | loss: 0.0311617 | val_loss: 0.0311718 | Time: 2014.71 ms [2021-05-17 17:46:52 main:574] : INFO : Epoch 2042 | loss: 0.0311623 | val_loss: 0.0311669 | Time: 2016.95 ms [2021-05-17 17:46:54 main:574] : INFO : Epoch 2043 | loss: 0.0311647 | val_loss: 0.0311793 | Time: 2023.32 ms [2021-05-17 17:46:56 main:574] : INFO : Epoch 2044 | loss: 0.031167 | val_loss: 0.0311715 | Time: 2010.36 ms [2021-05-17 17:46:58 main:574] : INFO : Epoch 2045 | loss: 0.0311607 | val_loss: 0.0311667 | Time: 2018.04 ms [2021-05-17 17:47:00 main:574] : INFO : Epoch 2046 | loss: 0.031161 | val_loss: 0.03117 | Time: 2015.95 ms [2021-05-17 17:47:02 main:574] : INFO : Epoch 2047 | loss: 0.0311632 | val_loss: 0.0311672 | Time: 2002.55 ms [2021-05-17 17:47:05 main:574] : INFO : Epoch 2048 | loss: 0.0311597 | val_loss: 0.0311721 | Time: 2009.71 ms [2021-05-17 17:47:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311721 [2021-05-17 17:47:05 main:603] : INFO : Saving end state to config to file [2021-05-17 17:47:05 main:608] : INFO : Success, exiting.. 17:47:05 (6836): 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)