Task 4157080
| Name | ParityMachine-1612383357-25962-2_2 |
| Workunit | 2099692 |
| Created | 23 Feb 2021, 0:08:52 UTC |
| Sent | 23 Feb 2021, 0:51:01 UTC |
| Report deadline | 2 Mar 2021, 0:51:01 UTC |
| Received | 23 Feb 2021, 2:35:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9697 |
| Run time | 1 hours 29 min 53 sec |
| CPU time | 1 hours 24 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,492.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 23 10:03:52 main:574] : INFO : Epoch 1542 | loss: 0.0311649 | val_loss: 0.031169 | Time: 2020.73 ms [2021-02-23 10:03:54 main:574] : INFO : Epoch 1543 | loss: 0.031164 | val_loss: 0.0311721 | Time: 2046.17 ms [2021-02-23 10:03:56 main:574] : INFO : Epoch 1544 | loss: 0.0311628 | val_loss: 0.0311761 | Time: 2022.35 ms [2021-02-23 10:03:58 main:574] : INFO : Epoch 1545 | loss: 0.0311616 | val_loss: 0.0311725 | Time: 2022.19 ms [2021-02-23 10:04:00 main:574] : INFO : Epoch 1546 | loss: 0.0311619 | val_loss: 0.0311721 | Time: 2026.09 ms [2021-02-23 10:04:02 main:574] : INFO : Epoch 1547 | loss: 0.0311613 | val_loss: 0.0311723 | Time: 2024.08 ms [2021-02-23 10:04:04 main:574] : INFO : Epoch 1548 | loss: 0.031161 | val_loss: 0.0311715 | Time: 2019.45 ms [2021-02-23 10:04:06 main:574] : INFO : Epoch 1549 | loss: 0.0311626 | val_loss: 0.0311711 | Time: 2028.45 ms [2021-02-23 10:04:09 main:574] : INFO : Epoch 1550 | loss: 0.031165 | val_loss: 0.0311725 | Time: 2067.61 ms [2021-02-23 10:04:11 main:574] : INFO : Epoch 1551 | loss: 0.0311651 | val_loss: 0.0311737 | Time: 2012.61 ms [2021-02-23 10:04:13 main:574] : INFO : Epoch 1552 | loss: 0.0311647 | val_loss: 0.0311719 | Time: 2024.02 ms [2021-02-23 10:04:15 main:574] : INFO : Epoch 1553 | loss: 0.0311647 | val_loss: 0.0311713 | Time: 2009.9 ms [2021-02-23 10:04:17 main:574] : INFO : Epoch 1554 | loss: 0.031164 | val_loss: 0.0311706 | Time: 2022.01 ms [2021-02-23 10:04:19 main:574] : INFO : Epoch 1555 | loss: 0.0311632 | val_loss: 0.0311776 | Time: 2020.87 ms [2021-02-23 10:04:21 main:574] : INFO : Epoch 1556 | loss: 0.0311639 | val_loss: 0.0311704 | Time: 2012.89 ms [2021-02-23 10:04:23 main:574] : INFO : Epoch 1557 | loss: 0.0311612 | val_loss: 0.0311704 | Time: 2022.85 ms [2021-02-23 10:04:25 main:574] : INFO : Epoch 1558 | loss: 0.0311612 | val_loss: 0.0311717 | Time: 2036.82 ms [2021-02-23 10:04:27 main:574] : INFO : Epoch 1559 | loss: 0.0311609 | val_loss: 0.0311707 | Time: 2020.87 ms [2021-02-23 10:04:30 main:574] : INFO : Epoch 1560 | loss: 0.0311607 | val_loss: 0.0311728 | Time: 2081.16 ms [2021-02-23 10:04:32 main:574] : INFO : Epoch 1561 | loss: 0.0311612 | val_loss: 0.0311726 | Time: 2053.46 ms [2021-02-23 10:04:34 main:574] : INFO : Epoch 1562 | loss: 0.0311693 | val_loss: 0.0311767 | Time: 2045.2 ms [2021-02-23 10:04:36 main:574] : INFO : Epoch 1563 | loss: 0.0311725 | val_loss: 0.0311746 | Time: 2041.51 ms [2021-02-23 10:04:38 main:574] : INFO : Epoch 1564 | loss: 0.0311708 | val_loss: 0.0311781 | Time: 2018.4 ms [2021-02-23 10:04:40 main:574] : INFO : Epoch 1565 | loss: 0.0311688 | val_loss: 0.0311772 | Time: 2029.99 ms [2021-02-23 10:04:42 main:574] : INFO : Epoch 1566 | loss: 0.031167 | val_loss: 0.0311727 | Time: 2023.4 ms [2021-02-23 10:04:44 main:574] : INFO : Epoch 1567 | loss: 0.0311645 | val_loss: 0.0311729 | Time: 2029.58 ms [2021-02-23 10:04:47 main:574] : INFO : Epoch 1568 | loss: 0.0311638 | val_loss: 0.0311722 | Time: 2535.45 ms [2021-02-23 10:04:49 main:574] : INFO : Epoch 1569 | loss: 0.0311635 | val_loss: 0.0311709 | Time: 2028.07 ms [2021-02-23 10:04:51 main:574] : INFO : Epoch 1570 | loss: 0.031163 | val_loss: 0.0311718 | Time: 2062.49 ms [2021-02-23 10:04:53 main:574] : INFO : Epoch 1571 | loss: 0.031162 | val_loss: 0.0311703 | Time: 2016.11 ms [2021-02-23 10:04:56 main:574] : INFO : Epoch 1572 | loss: 0.0311619 | val_loss: 0.0311703 | Time: 2068.51 ms [2021-02-23 10:04:58 main:574] : INFO : Epoch 1573 | loss: 0.0311637 | val_loss: 0.0311743 | Time: 2023.1 ms [2021-02-23 10:05:00 main:574] : INFO : Epoch 1574 | loss: 0.0311613 | val_loss: 0.0311697 | Time: 2262.13 ms [2021-02-23 10:05:02 main:574] : INFO : Epoch 1575 | loss: 0.0311614 | val_loss: 0.0311699 | Time: 2046.71 ms [2021-02-23 10:05:04 main:574] : INFO : Epoch 1576 | loss: 0.0311604 | val_loss: 0.0311703 | Time: 2049.83 ms [2021-02-23 10:05:06 main:574] : INFO : Epoch 1577 | loss: 0.0311595 | val_loss: 0.0311697 | Time: 2072.49 ms [2021-02-23 10:05:09 main:574] : INFO : Epoch 1578 | loss: 0.031159 | val_loss: 0.03117 | Time: 2077.03 ms [2021-02-23 10:05:11 main:574] : INFO : Epoch 1579 | loss: 0.0311604 | val_loss: 0.0311719 | Time: 2032.43 ms [2021-02-23 10:05:13 main:574] : INFO : Epoch 1580 | loss: 0.0311593 | val_loss: 0.0311699 | Time: 2039.4 ms [2021-02-23 10:05:15 main:574] : INFO : Epoch 1581 | loss: 0.0311583 | val_loss: 0.0311705 | Time: 2077.16 ms [2021-02-23 10:05:17 main:574] : INFO : Epoch 1582 | loss: 0.0311575 | val_loss: 0.0311687 | Time: 2060.32 ms [2021-02-23 10:05:19 main:574] : INFO : Epoch 1583 | loss: 0.0311571 | val_loss: 0.0311693 | Time: 2022.66 ms [2021-02-23 10:05:21 main:574] : INFO : Epoch 1584 | loss: 0.031157 | val_loss: 0.0311695 | Time: 2066.93 ms [2021-02-23 10:05:24 main:574] : INFO : Epoch 1585 | loss: 0.0311564 | val_loss: 0.0311701 | Time: 2034.29 ms [2021-02-23 10:05:26 main:574] : INFO : Epoch 1586 | loss: 0.031158 | val_loss: 0.031172 | Time: 2219.88 ms [2021-02-23 10:05:28 main:574] : INFO : Epoch 1587 | loss: 0.0311593 | val_loss: 0.0311747 | Time: 2056.04 ms [2021-02-23 10:05:30 main:574] : INFO : Epoch 1588 | loss: 0.0311591 | val_loss: 0.0311696 | Time: 2068.26 ms [2021-02-23 10:05:32 main:574] : INFO : Epoch 1589 | loss: 0.0311589 | val_loss: 0.0311727 | Time: 2056.01 ms [2021-02-23 10:05:35 main:574] : INFO : Epoch 1590 | loss: 0.0311595 | val_loss: 0.0311716 | Time: 2197.76 ms [2021-02-23 10:05:37 main:574] : INFO : Epoch 1591 | loss: 0.0311603 | val_loss: 0.0311732 | Time: 2042.48 ms [2021-02-23 10:05:39 main:574] : INFO : Epoch 1592 | loss: 0.031161 | val_loss: 0.0311731 | Time: 2079.1 ms [2021-02-23 10:05:41 main:574] : INFO : Epoch 1593 | loss: 0.0311615 | val_loss: 0.0311749 | Time: 2037.84 ms [2021-02-23 10:05:43 main:574] : INFO : Epoch 1594 | loss: 0.031162 | val_loss: 0.0311721 | Time: 2056.63 ms [2021-02-23 10:05:45 main:574] : INFO : Epoch 1595 | loss: 0.0311614 | val_loss: 0.0311715 | Time: 2022.26 ms [2021-02-23 10:05:47 main:574] : INFO : Epoch 1596 | loss: 0.0311589 | val_loss: 0.0311723 | Time: 2039.22 ms [2021-02-23 10:05:49 main:574] : INFO : Epoch 1597 | loss: 0.0311592 | val_loss: 0.0311707 | Time: 2018.94 ms [2021-02-23 10:05:52 main:574] : INFO : Epoch 1598 | loss: 0.0311612 | val_loss: 0.0311702 | Time: 2029.44 ms [2021-02-23 10:05:54 main:574] : INFO : Epoch 1599 | loss: 0.0311599 | val_loss: 0.0311699 | Time: 2023.03 ms [2021-02-23 10:05:56 main:574] : INFO : Epoch 1600 | loss: 0.0311587 | val_loss: 0.03117 | Time: 2032.77 ms [2021-02-23 10:05:58 main:574] : INFO : Epoch 1601 | loss: 0.0311576 | val_loss: 0.0311702 | Time: 2065.27 ms [2021-02-23 10:06:00 main:574] : INFO : Epoch 1602 | loss: 0.0311574 | val_loss: 0.031171 | Time: 2036.79 ms [2021-02-23 10:06:02 main:574] : INFO : Epoch 1603 | loss: 0.0311576 | val_loss: 0.0311729 | Time: 2054.39 ms [2021-02-23 10:06:04 main:574] : INFO : Epoch 1604 | loss: 0.0311654 | val_loss: 0.031175 | Time: 2015.18 ms [2021-02-23 10:06:06 main:574] : INFO : Epoch 1605 | loss: 0.0311613 | val_loss: 0.0311755 | Time: 2053.51 ms [2021-02-23 10:06:08 main:574] : INFO : Epoch 1606 | loss: 0.031164 | val_loss: 0.0311739 | Time: 2041.98 ms [2021-02-23 10:06:11 main:574] : INFO : Epoch 1607 | loss: 0.031162 | val_loss: 0.0311736 | Time: 2048.71 ms [2021-02-23 10:06:13 main:574] : INFO : Epoch 1608 | loss: 0.0311607 | val_loss: 0.031171 | Time: 2018.72 ms [2021-02-23 10:06:15 main:574] : INFO : Epoch 1609 | loss: 0.0311605 | val_loss: 0.0311704 | Time: 2040.77 ms [2021-02-23 10:06:17 main:574] : INFO : Epoch 1610 | loss: 0.031159 | val_loss: 0.0311707 | Time: 2015.43 ms [2021-02-23 10:06:19 main:574] : INFO : Epoch 1611 | loss: 0.0311598 | val_loss: 0.0311728 | Time: 2035.21 ms [2021-02-23 10:06:21 main:574] : INFO : Epoch 1612 | loss: 0.0311607 | val_loss: 0.0311741 | Time: 2025.96 ms [2021-02-23 10:06:23 main:574] : INFO : Epoch 1613 | loss: 0.0311584 | val_loss: 0.0311727 | Time: 2046.4 ms [2021-02-23 10:06:25 main:574] : INFO : Epoch 1614 | loss: 0.0311575 | val_loss: 0.0311727 | Time: 2026.4 ms [2021-02-23 10:06:27 main:574] : INFO : Epoch 1615 | loss: 0.0311573 | val_loss: 0.0311743 | Time: 2054.09 ms [2021-02-23 10:06:30 main:574] : INFO : Epoch 1616 | loss: 0.0311584 | val_loss: 0.0311755 | Time: 2021.23 ms [2021-02-23 10:06:32 main:574] : INFO : Epoch 1617 | loss: 0.0311609 | val_loss: 0.031175 | Time: 2041.49 ms [2021-02-23 10:06:34 main:574] : INFO : Epoch 1618 | loss: 0.0311571 | val_loss: 0.0311729 | Time: 2031.94 ms [2021-02-23 10:06:36 main:574] : INFO : Epoch 1619 | loss: 0.0311571 | val_loss: 0.0311726 | Time: 2045.34 ms [2021-02-23 10:06:38 main:574] : INFO : Epoch 1620 | loss: 0.0311597 | val_loss: 0.0311725 | Time: 2042.98 ms [2021-02-23 10:06:40 main:574] : INFO : Epoch 1621 | loss: 0.0311581 | val_loss: 0.0311707 | Time: 2022.43 ms [2021-02-23 10:06:42 main:574] : INFO : Epoch 1622 | loss: 0.0311574 | val_loss: 0.0311718 | Time: 2046.71 ms [2021-02-23 10:06:44 main:574] : INFO : Epoch 1623 | loss: 0.0311578 | val_loss: 0.0311728 | Time: 2025.96 ms [2021-02-23 10:06:46 main:574] : INFO : Epoch 1624 | loss: 0.0311563 | val_loss: 0.0311726 | Time: 2040.72 ms [2021-02-23 10:06:49 main:574] : INFO : Epoch 1625 | loss: 0.0311557 | val_loss: 0.0311729 | Time: 2024.89 ms [2021-02-23 10:06:51 main:574] : INFO : Epoch 1626 | loss: 0.031155 | val_loss: 0.0311727 | Time: 2037.2 ms [2021-02-23 10:06:53 main:574] : INFO : Epoch 1627 | loss: 0.0311551 | val_loss: 0.0311728 | Time: 2016.45 ms [2021-02-23 10:06:55 main:574] : INFO : Epoch 1628 | loss: 0.031157 | val_loss: 0.0311759 | Time: 2046.13 ms [2021-02-23 10:06:57 main:574] : INFO : Epoch 1629 | loss: 0.0311579 | val_loss: 0.0311741 | Time: 2025.71 ms [2021-02-23 10:06:59 main:574] : INFO : Epoch 1630 | loss: 0.0311557 | val_loss: 0.031173 | Time: 2037.47 ms [2021-02-23 10:07:01 main:574] : INFO : Epoch 1631 | loss: 0.0311553 | val_loss: 0.0311712 | Time: 2016.78 ms [2021-02-23 10:07:03 main:574] : INFO : Epoch 1632 | loss: 0.0311545 | val_loss: 0.0311706 | Time: 2054.91 ms [2021-02-23 10:07:06 main:574] : INFO : Epoch 1633 | loss: 0.0311554 | val_loss: 0.0311736 | Time: 2036.34 ms [2021-02-23 10:07:08 main:574] : INFO : Epoch 1634 | loss: 0.0311552 | val_loss: 0.0311711 | Time: 2050.19 ms [2021-02-23 10:07:10 main:574] : INFO : Epoch 1635 | loss: 0.0311551 | val_loss: 0.031172 | Time: 2016.96 ms [2021-02-23 10:07:12 main:574] : INFO : Epoch 1636 | loss: 0.0311541 | val_loss: 0.0311751 | Time: 2059.91 ms [2021-02-23 10:07:14 main:574] : INFO : Epoch 1637 | loss: 0.0311553 | val_loss: 0.0311729 | Time: 2078.85 ms [2021-02-23 10:07:16 main:574] : INFO : Epoch 1638 | loss: 0.031156 | val_loss: 0.0311762 | Time: 2075.38 ms [2021-02-23 10:07:18 main:574] : INFO : Epoch 1639 | loss: 0.031156 | val_loss: 0.0311741 | Time: 2039.59 ms [2021-02-23 10:07:20 main:574] : INFO : Epoch 1640 | loss: 0.031155 | val_loss: 0.031173 | Time: 2034.91 ms [2021-02-23 10:07:23 main:574] : INFO : Epoch 1641 | loss: 0.0311544 | val_loss: 0.0311733 | Time: 2023.02 ms [2021-02-23 10:07:25 main:574] : INFO : Epoch 1642 | loss: 0.0311537 | val_loss: 0.0311733 | Time: 2012.36 ms [2021-02-23 10:07:27 main:574] : INFO : Epoch 1643 | loss: 0.0311544 | val_loss: 0.0311741 | Time: 2012.57 ms [2021-02-23 10:07:29 main:574] : INFO : Epoch 1644 | loss: 0.0311533 | val_loss: 0.0311747 | Time: 2037.31 ms [2021-02-23 10:07:31 main:574] : INFO : Epoch 1645 | loss: 0.0311544 | val_loss: 0.031176 | Time: 2031.04 ms [2021-02-23 10:07:33 main:574] : INFO : Epoch 1646 | loss: 0.031155 | val_loss: 0.0311756 | Time: 2028.93 ms [2021-02-23 10:07:35 main:574] : INFO : Epoch 1647 | loss: 0.0311557 | val_loss: 0.0311741 | Time: 2011.88 ms [2021-02-23 10:07:37 main:574] : INFO : Epoch 1648 | loss: 0.0311541 | val_loss: 0.0311743 | Time: 2045 ms [2021-02-23 10:07:39 main:574] : INFO : Epoch 1649 | loss: 0.0311538 | val_loss: 0.0311754 | Time: 2036.75 ms [2021-02-23 10:07:42 main:574] : INFO : Epoch 1650 | loss: 0.0311542 | val_loss: 0.0311744 | Time: 2065.11 ms [2021-02-23 10:07:44 main:574] : INFO : Epoch 1651 | loss: 0.0311543 | val_loss: 0.0311732 | Time: 2029.42 ms [2021-02-23 10:07:46 main:574] : INFO : Epoch 1652 | loss: 0.031154 | val_loss: 0.031174 | Time: 2135.36 ms [2021-02-23 10:07:48 main:574] : INFO : Epoch 1653 | loss: 0.0311531 | val_loss: 0.0311766 | Time: 2044.32 ms [2021-02-23 10:07:50 main:574] : INFO : Epoch 1654 | loss: 0.031155 | val_loss: 0.0311758 | Time: 2030.23 ms [2021-02-23 10:07:52 main:574] : INFO : Epoch 1655 | loss: 0.0311537 | val_loss: 0.0311734 | Time: 2042.41 ms [2021-02-23 10:07:54 main:574] : INFO : Epoch 1656 | loss: 0.0311549 | val_loss: 0.0311759 | Time: 2040.37 ms [2021-02-23 10:07:56 main:574] : INFO : Epoch 1657 | loss: 0.0311566 | val_loss: 0.0311757 | Time: 2038.72 ms [2021-02-23 10:07:59 main:574] : INFO : Epoch 1658 | loss: 0.0311553 | val_loss: 0.0311786 | Time: 2032.4 ms [2021-02-23 10:08:01 main:574] : INFO : Epoch 1659 | loss: 0.0311538 | val_loss: 0.031173 | Time: 2033.47 ms [2021-02-23 10:08:03 main:574] : INFO : Epoch 1660 | loss: 0.0311537 | val_loss: 0.0311779 | Time: 2020.75 ms [2021-02-23 10:08:05 main:574] : INFO : Epoch 1661 | loss: 0.0311569 | val_loss: 0.0311737 | Time: 2050.17 ms [2021-02-23 10:08:07 main:574] : INFO : Epoch 1662 | loss: 0.031158 | val_loss: 0.0311746 | Time: 2071.84 ms [2021-02-23 10:08:09 main:574] : INFO : Epoch 1663 | loss: 0.0311565 | val_loss: 0.0311758 | Time: 2147.89 ms [2021-02-23 10:08:11 main:574] : INFO : Epoch 1664 | loss: 0.0311574 | val_loss: 0.031174 | Time: 2036.75 ms [2021-02-23 10:08:14 main:574] : INFO : Epoch 1665 | loss: 0.0311561 | val_loss: 0.0311754 | Time: 2034.53 ms [2021-02-23 10:08:16 main:574] : INFO : Epoch 1666 | loss: 0.0311601 | val_loss: 0.031174 | Time: 2015.74 ms [2021-02-23 10:08:18 main:574] : INFO : Epoch 1667 | loss: 0.0311577 | val_loss: 0.0311735 | Time: 2046.11 ms [2021-02-23 10:08:20 main:574] : INFO : Epoch 1668 | loss: 0.0311561 | val_loss: 0.0311721 | Time: 2023.3 ms [2021-02-23 10:08:22 main:574] : INFO : Epoch 1669 | loss: 0.0311552 | val_loss: 0.0311722 | Time: 2019.31 ms [2021-02-23 10:08:24 main:574] : INFO : Epoch 1670 | loss: 0.0311548 | val_loss: 0.0311732 | Time: 2011.78 ms [2021-02-23 10:08:26 main:574] : INFO : Epoch 1671 | loss: 0.0311536 | val_loss: 0.0311719 | Time: 2024.96 ms [2021-02-23 10:08:28 main:574] : INFO : Epoch 1672 | loss: 0.0311538 | val_loss: 0.0311724 | Time: 2020.2 ms [2021-02-23 10:08:30 main:574] : INFO : Epoch 1673 | loss: 0.0311531 | val_loss: 0.0311727 | Time: 2036.83 ms [2021-02-23 10:08:33 main:574] : INFO : Epoch 1674 | loss: 0.0311524 | val_loss: 0.0311732 | Time: 2026.12 ms [2021-02-23 10:08:35 main:574] : INFO : Epoch 1675 | loss: 0.031153 | val_loss: 0.031172 | Time: 2032.18 ms [2021-02-23 10:08:37 main:574] : INFO : Epoch 1676 | loss: 0.031154 | val_loss: 0.0311717 | Time: 2009.55 ms [2021-02-23 10:08:39 main:574] : INFO : Epoch 1677 | loss: 0.0311527 | val_loss: 0.0311707 | Time: 2025.58 ms [2021-02-23 10:08:41 main:574] : INFO : Epoch 1678 | loss: 0.0311514 | val_loss: 0.0311714 | Time: 2027.19 ms [2021-02-23 10:08:43 main:574] : INFO : Epoch 1679 | loss: 0.0311515 | val_loss: 0.0311708 | Time: 2112.93 ms [2021-02-23 10:08:45 main:574] : INFO : Epoch 1680 | loss: 0.0311517 | val_loss: 0.0311699 | Time: 2087.79 ms [2021-02-23 10:08:47 main:574] : INFO : Epoch 1681 | loss: 0.0311514 | val_loss: 0.0311698 | Time: 2085.52 ms [2021-02-23 10:08:50 main:574] : INFO : Epoch 1682 | loss: 0.0311506 | val_loss: 0.0311715 | Time: 2028.62 ms [2021-02-23 10:08:52 main:574] : INFO : Epoch 1683 | loss: 0.0311515 | val_loss: 0.0311725 | Time: 2123.59 ms [2021-02-23 10:08:54 main:574] : INFO : Epoch 1684 | loss: 0.0311536 | val_loss: 0.0311768 | Time: 2152.29 ms [2021-02-23 10:08:56 main:574] : INFO : Epoch 1685 | loss: 0.0311571 | val_loss: 0.0311716 | Time: 2042.89 ms [2021-02-23 10:08:58 main:574] : INFO : Epoch 1686 | loss: 0.0311549 | val_loss: 0.0311723 | Time: 2098.06 ms [2021-02-23 10:09:00 main:574] : INFO : Epoch 1687 | loss: 0.0311544 | val_loss: 0.0311706 | Time: 2059.22 ms [2021-02-23 10:09:03 main:574] : INFO : Epoch 1688 | loss: 0.0311554 | val_loss: 0.0311755 | Time: 2057.16 ms [2021-02-23 10:09:05 main:574] : INFO : Epoch 1689 | loss: 0.0311573 | val_loss: 0.0311826 | Time: 2015.67 ms [2021-02-23 10:09:07 main:574] : INFO : Epoch 1690 | loss: 0.0311552 | val_loss: 0.0311715 | Time: 2050.23 ms [2021-02-23 10:09:09 main:574] : INFO : Epoch 1691 | loss: 0.0311529 | val_loss: 0.0311725 | Time: 2115.29 ms [2021-02-23 10:09:11 main:574] : INFO : Epoch 1692 | loss: 0.031154 | val_loss: 0.0311709 | Time: 2083.68 ms [2021-02-23 10:09:13 main:574] : INFO : Epoch 1693 | loss: 0.0311545 | val_loss: 0.031173 | Time: 2066.78 ms [2021-02-23 10:09:16 main:574] : INFO : Epoch 1694 | loss: 0.0311555 | val_loss: 0.0311697 | Time: 2108.3 ms [2021-02-23 10:09:18 main:574] : INFO : Epoch 1695 | loss: 0.0311597 | val_loss: 0.0311702 | Time: 2048.17 ms [2021-02-23 10:09:20 main:574] : INFO : Epoch 1696 | loss: 0.0311559 | val_loss: 0.0311682 | Time: 2011.68 ms [2021-02-23 10:09:22 main:574] : INFO : Epoch 1697 | loss: 0.0311572 | val_loss: 0.031173 | Time: 2190.6 ms [2021-02-23 10:09:24 main:574] : INFO : Epoch 1698 | loss: 0.0311562 | val_loss: 0.0311682 | Time: 2028.5 ms [2021-02-23 10:09:26 main:574] : INFO : Epoch 1699 | loss: 0.0311547 | val_loss: 0.031169 | Time: 2060.87 ms [2021-02-23 10:09:28 main:574] : INFO : Epoch 1700 | loss: 0.0311548 | val_loss: 0.0311729 | Time: 2093.21 ms [2021-02-23 10:09:31 main:574] : INFO : Epoch 1701 | loss: 0.0311588 | val_loss: 0.0311702 | Time: 2092.8 ms [2021-02-23 10:09:33 main:574] : INFO : Epoch 1702 | loss: 0.0311553 | val_loss: 0.0311709 | Time: 2060.49 ms [2021-02-23 10:09:35 main:574] : INFO : Epoch 1703 | loss: 0.0311542 | val_loss: 0.03117 | Time: 2064.53 ms [2021-02-23 10:09:37 main:574] : INFO : Epoch 1704 | loss: 0.0311538 | val_loss: 0.0311749 | Time: 2073.95 ms [2021-02-23 10:09:39 main:574] : INFO : Epoch 1705 | loss: 0.0311531 | val_loss: 0.0311712 | Time: 2111.09 ms [2021-02-23 10:09:42 main:574] : INFO : Epoch 1706 | loss: 0.0311532 | val_loss: 0.0311708 | Time: 2188.27 ms [2021-02-23 10:09:44 main:574] : INFO : Epoch 1707 | loss: 0.0311528 | val_loss: 0.0311718 | Time: 2106.02 ms [2021-02-23 10:09:46 main:574] : INFO : Epoch 1708 | loss: 0.0311518 | val_loss: 0.0311709 | Time: 2145.74 ms [2021-02-23 10:09:48 main:574] : INFO : Epoch 1709 | loss: 0.0311563 | val_loss: 0.031174 | Time: 2041.58 ms [2021-02-23 10:09:50 main:574] : INFO : Epoch 1710 | loss: 0.0311554 | val_loss: 0.0311758 | Time: 2053.93 ms [2021-02-23 10:09:52 main:574] : INFO : Epoch 1711 | loss: 0.0311574 | val_loss: 0.0311709 | Time: 2041.43 ms [2021-02-23 10:09:55 main:574] : INFO : Epoch 1712 | loss: 0.0311589 | val_loss: 0.031173 | Time: 2070.68 ms [2021-02-23 10:09:57 main:574] : INFO : Epoch 1713 | loss: 0.0311552 | val_loss: 0.0311709 | Time: 2042.18 ms [2021-02-23 10:09:59 main:574] : INFO : Epoch 1714 | loss: 0.031157 | val_loss: 0.0311705 | Time: 2032.25 ms [2021-02-23 10:10:01 main:574] : INFO : Epoch 1715 | loss: 0.0311593 | val_loss: 0.0311749 | Time: 2040.74 ms [2021-02-23 10:10:03 main:574] : INFO : Epoch 1716 | loss: 0.0311584 | val_loss: 0.0311727 | Time: 2031.18 ms [2021-02-23 10:10:05 main:574] : INFO : Epoch 1717 | loss: 0.031156 | val_loss: 0.031171 | Time: 2071.31 ms [2021-02-23 10:10:07 main:574] : INFO : Epoch 1718 | loss: 0.0311553 | val_loss: 0.0311711 | Time: 2025.36 ms [2021-02-23 10:10:09 main:574] : INFO : Epoch 1719 | loss: 0.0311551 | val_loss: 0.0311717 | Time: 2063.06 ms [2021-02-23 10:10:12 main:574] : INFO : Epoch 1720 | loss: 0.0311546 | val_loss: 0.0311716 | Time: 2091.46 ms [2021-02-23 10:10:14 main:574] : INFO : Epoch 1721 | loss: 0.0311562 | val_loss: 0.0311702 | Time: 2122.22 ms [2021-02-23 10:10:16 main:574] : INFO : Epoch 1722 | loss: 0.0311545 | val_loss: 0.0311731 | Time: 2045.48 ms [2021-02-23 10:10:18 main:574] : INFO : Epoch 1723 | loss: 0.0311543 | val_loss: 0.0311699 | Time: 2022.01 ms [2021-02-23 10:10:20 main:574] : INFO : Epoch 1724 | loss: 0.031154 | val_loss: 0.0311712 | Time: 2010.37 ms [2021-02-23 10:10:22 main:574] : INFO : Epoch 1725 | loss: 0.031155 | val_loss: 0.031172 | Time: 2055.97 ms [2021-02-23 10:10:24 main:574] : INFO : Epoch 1726 | loss: 0.0311544 | val_loss: 0.0311725 | Time: 2035.49 ms [2021-02-23 10:10:27 main:574] : INFO : Epoch 1727 | loss: 0.0311554 | val_loss: 0.0311697 | Time: 2239.07 ms [2021-02-23 10:10:29 main:574] : INFO : Epoch 1728 | loss: 0.0311533 | val_loss: 0.0311704 | Time: 2129.68 ms [2021-02-23 10:10:31 main:574] : INFO : Epoch 1729 | loss: 0.0311539 | val_loss: 0.0311712 | Time: 2075.28 ms [2021-02-23 10:10:33 main:574] : INFO : Epoch 1730 | loss: 0.0311528 | val_loss: 0.0311727 | Time: 2059.56 ms [2021-02-23 10:10:36 main:574] : INFO : Epoch 1731 | loss: 0.0311524 | val_loss: 0.031171 | Time: 2166.25 ms [2021-02-23 10:10:38 main:574] : INFO : Epoch 1732 | loss: 0.0311561 | val_loss: 0.0311704 | Time: 2116.13 ms [2021-02-23 10:10:40 main:574] : INFO : Epoch 1733 | loss: 0.0311583 | val_loss: 0.0311693 | Time: 2034.25 ms [2021-02-23 10:10:42 main:574] : INFO : Epoch 1734 | loss: 0.0311602 | val_loss: 0.0311712 | Time: 2241.86 ms [2021-02-23 10:10:45 main:574] : INFO : Epoch 1735 | loss: 0.0311575 | val_loss: 0.031177 | Time: 2237.97 ms [2021-02-23 10:10:47 main:574] : INFO : Epoch 1736 | loss: 0.031161 | val_loss: 0.0311701 | Time: 2082.73 ms [2021-02-23 10:10:49 main:574] : INFO : Epoch 1737 | loss: 0.031157 | val_loss: 0.0311696 | Time: 2077.93 ms [2021-02-23 10:10:51 main:574] : INFO : Epoch 1738 | loss: 0.0311556 | val_loss: 0.0311707 | Time: 2134.01 ms [2021-02-23 10:10:53 main:574] : INFO : Epoch 1739 | loss: 0.0311558 | val_loss: 0.0311703 | Time: 2098.64 ms [2021-02-23 10:10:55 main:574] : INFO : Epoch 1740 | loss: 0.0311588 | val_loss: 0.0311692 | Time: 2084.31 ms [2021-02-23 10:10:58 main:574] : INFO : Epoch 1741 | loss: 0.0311574 | val_loss: 0.0311725 | Time: 2128.38 ms [2021-02-23 10:11:00 main:574] : INFO : Epoch 1742 | loss: 0.0311621 | val_loss: 0.0311699 | Time: 2141.59 ms [2021-02-23 10:11:02 main:574] : INFO : Epoch 1743 | loss: 0.031158 | val_loss: 0.0311712 | Time: 2141.21 ms [2021-02-23 10:11:04 main:574] : INFO : Epoch 1744 | loss: 0.0311569 | val_loss: 0.0311697 | Time: 2137.67 ms [2021-02-23 10:11:06 main:574] : INFO : Epoch 1745 | loss: 0.0311579 | val_loss: 0.0311738 | Time: 2089.51 ms [2021-02-23 10:11:09 main:574] : INFO : Epoch 1746 | loss: 0.0311559 | val_loss: 0.031173 | Time: 2113.3 ms [2021-02-23 10:11:11 main:574] : INFO : Epoch 1747 | loss: 0.031156 | val_loss: 0.0311729 | Time: 2071.54 ms [2021-02-23 10:11:13 main:574] : INFO : Epoch 1748 | loss: 0.0311586 | val_loss: 0.031169 | Time: 2504.17 ms [2021-02-23 10:11:16 main:574] : INFO : Epoch 1749 | loss: 0.0311542 | val_loss: 0.0311694 | Time: 2103.08 ms [2021-02-23 10:11:18 main:574] : INFO : Epoch 1750 | loss: 0.0311536 | val_loss: 0.0311696 | Time: 2307.87 ms [2021-02-23 10:11:20 main:574] : INFO : Epoch 1751 | loss: 0.0311535 | val_loss: 0.0311691 | Time: 2205.13 ms [2021-02-23 10:11:22 main:574] : INFO : Epoch 1752 | loss: 0.0311554 | val_loss: 0.0311799 | Time: 2042.31 ms [2021-02-23 10:11:25 main:574] : INFO : Epoch 1753 | loss: 0.0311571 | val_loss: 0.0311727 | Time: 2067.84 ms [2021-02-23 10:11:27 main:574] : INFO : Epoch 1754 | loss: 0.0311565 | val_loss: 0.031168 | Time: 2088.56 ms [2021-02-23 10:11:29 main:574] : INFO : Epoch 1755 | loss: 0.031153 | val_loss: 0.031167 | Time: 2051.36 ms [2021-02-23 10:11:31 main:574] : INFO : Epoch 1756 | loss: 0.0311533 | val_loss: 0.0311687 | Time: 2200.67 ms [2021-02-23 10:11:33 main:574] : INFO : Epoch 1757 | loss: 0.0311545 | val_loss: 0.0311721 | Time: 2106.83 ms [2021-02-23 10:11:36 main:574] : INFO : Epoch 1758 | loss: 0.0311547 | val_loss: 0.0311678 | Time: 2214.29 ms [2021-02-23 10:11:38 main:574] : INFO : Epoch 1759 | loss: 0.031155 | val_loss: 0.0311725 | Time: 2148.72 ms [2021-02-23 10:11:40 main:574] : INFO : Epoch 1760 | loss: 0.031156 | val_loss: 0.0311676 | Time: 2141.06 ms [2021-02-23 10:11:42 main:574] : INFO : Epoch 1761 | loss: 0.0311539 | val_loss: 0.0311705 | Time: 2132.88 ms [2021-02-23 10:11:45 main:574] : INFO : Epoch 1762 | loss: 0.0311544 | val_loss: 0.0311724 | Time: 2172.7 ms [2021-02-23 10:11:47 main:574] : INFO : Epoch 1763 | loss: 0.0311535 | val_loss: 0.0311707 | Time: 2131.66 ms [2021-02-23 10:11:49 main:574] : INFO : Epoch 1764 | loss: 0.031155 | val_loss: 0.0311701 | Time: 2151.82 ms [2021-02-23 10:11:51 main:574] : INFO : Epoch 1765 | loss: 0.0311544 | val_loss: 0.0311687 | Time: 2251.86 ms [2021-02-23 10:11:54 main:574] : INFO : Epoch 1766 | loss: 0.0311582 | val_loss: 0.0311698 | Time: 2192.89 ms [2021-02-23 10:11:56 main:574] : INFO : Epoch 1767 | loss: 0.031158 | val_loss: 0.0311685 | Time: 2073.85 ms [2021-02-23 10:11:58 main:574] : INFO : Epoch 1768 | loss: 0.0311575 | val_loss: 0.0311693 | Time: 2022.58 ms [2021-02-23 10:12:00 main:574] : INFO : Epoch 1769 | loss: 0.0311571 | val_loss: 0.0311711 | Time: 2064.63 ms [2021-02-23 10:12:02 main:574] : INFO : Epoch 1770 | loss: 0.0311562 | val_loss: 0.0311675 | Time: 2151.51 ms [2021-02-23 10:12:04 main:574] : INFO : Epoch 1771 | loss: 0.0311549 | val_loss: 0.0311671 | Time: 2134.36 ms [2021-02-23 10:12:07 main:574] : INFO : Epoch 1772 | loss: 0.0311545 | val_loss: 0.0311682 | Time: 2134.11 ms [2021-02-23 10:12:09 main:574] : INFO : Epoch 1773 | loss: 0.0311555 | val_loss: 0.0311672 | Time: 2125.01 ms [2021-02-23 10:12:11 main:574] : INFO : Epoch 1774 | loss: 0.0311552 | val_loss: 0.031168 | Time: 2168.12 ms [2021-02-23 10:12:13 main:574] : INFO : Epoch 1775 | loss: 0.0311558 | val_loss: 0.0311705 | Time: 2109.63 ms [2021-02-23 10:12:15 main:574] : INFO : Epoch 1776 | loss: 0.0311576 | val_loss: 0.03117 | Time: 2078.11 ms [2021-02-23 10:12:18 main:574] : INFO : Epoch 1777 | loss: 0.0311537 | val_loss: 0.0311694 | Time: 2046.71 ms [2021-02-23 10:12:20 main:574] : INFO : Epoch 1778 | loss: 0.0311535 | val_loss: 0.0311678 | Time: 2060.56 ms [2021-02-23 10:12:22 main:574] : INFO : Epoch 1779 | loss: 0.0311533 | val_loss: 0.0311727 | Time: 2235.54 ms [2021-02-23 10:12:24 main:574] : INFO : Epoch 1780 | loss: 0.0311561 | val_loss: 0.0311705 | Time: 2096.47 ms [2021-02-23 10:12:27 main:574] : INFO : Epoch 1781 | loss: 0.0311533 | val_loss: 0.0311674 | Time: 2240.83 ms [2021-02-23 10:12:29 main:574] : INFO : Epoch 1782 | loss: 0.031152 | val_loss: 0.0311679 | Time: 2317.42 ms [2021-02-23 10:12:31 main:574] : INFO : Epoch 1783 | loss: 0.0311565 | val_loss: 0.0311744 | Time: 2269.1 ms [2021-02-23 10:12:33 main:574] : INFO : Epoch 1784 | loss: 0.0311562 | val_loss: 0.0311673 | Time: 2098.36 ms [2021-02-23 10:12:36 main:574] : INFO : Epoch 1785 | loss: 0.0311546 | val_loss: 0.0311676 | Time: 2213.64 ms [2021-02-23 10:12:38 main:574] : INFO : Epoch 1786 | loss: 0.0311534 | val_loss: 0.0311677 | Time: 2118.79 ms [2021-02-23 10:12:40 main:574] : INFO : Epoch 1787 | loss: 0.0311533 | val_loss: 0.0311668 | Time: 2120.25 ms [2021-02-23 10:12:42 main:574] : INFO : Epoch 1788 | loss: 0.0311545 | val_loss: 0.0311659 | Time: 2153.84 ms [2021-02-23 10:12:45 main:574] : INFO : Epoch 1789 | loss: 0.031154 | val_loss: 0.0311668 | Time: 2048.46 ms [2021-02-23 10:12:47 main:574] : INFO : Epoch 1790 | loss: 0.0311539 | val_loss: 0.0311709 | Time: 2088.24 ms [2021-02-23 10:12:49 main:574] : INFO : Epoch 1791 | loss: 0.0311544 | val_loss: 0.0311649 | Time: 2136.8 ms [2021-02-23 10:12:51 main:574] : INFO : Epoch 1792 | loss: 0.0311539 | val_loss: 0.0311647 | Time: 2170.94 ms [2021-02-23 10:12:54 main:574] : INFO : Epoch 1793 | loss: 0.0311546 | val_loss: 0.0311676 | Time: 2275.15 ms [2021-02-23 10:12:56 main:574] : INFO : Epoch 1794 | loss: 0.0311528 | val_loss: 0.0311654 | Time: 2061.74 ms [2021-02-23 10:12:58 main:574] : INFO : Epoch 1795 | loss: 0.0311531 | val_loss: 0.0311694 | Time: 2045.73 ms [2021-02-23 10:13:00 main:574] : INFO : Epoch 1796 | loss: 0.0311518 | val_loss: 0.0311679 | Time: 2066.71 ms [2021-02-23 10:13:02 main:574] : INFO : Epoch 1797 | loss: 0.0311502 | val_loss: 0.0311671 | Time: 2130.05 ms [2021-02-23 10:13:05 main:574] : INFO : Epoch 1798 | loss: 0.031153 | val_loss: 0.0311665 | Time: 2376.12 ms [2021-02-23 10:13:07 main:574] : INFO : Epoch 1799 | loss: 0.0311512 | val_loss: 0.0311682 | Time: 2163.71 ms [2021-02-23 10:13:09 main:574] : INFO : Epoch 1800 | loss: 0.0311512 | val_loss: 0.0311693 | Time: 2152.37 ms [2021-02-23 10:13:11 main:574] : INFO : Epoch 1801 | loss: 0.0311511 | val_loss: 0.0311689 | Time: 2148.12 ms [2021-02-23 10:13:14 main:574] : INFO : Epoch 1802 | loss: 0.0311506 | val_loss: 0.0311671 | Time: 2132.84 ms [2021-02-23 10:13:16 main:574] : INFO : Epoch 1803 | loss: 0.031151 | val_loss: 0.0311698 | Time: 2060.51 ms [2021-02-23 10:13:18 main:574] : INFO : Epoch 1804 | loss: 0.0311517 | val_loss: 0.0311674 | Time: 2046.8 ms [2021-02-23 10:13:20 main:574] : INFO : Epoch 1805 | loss: 0.0311524 | val_loss: 0.0311689 | Time: 2225.31 ms [2021-02-23 10:13:22 main:574] : INFO : Epoch 1806 | loss: 0.0311553 | val_loss: 0.0311737 | Time: 2197.15 ms [2021-02-23 10:13:25 main:574] : INFO : Epoch 1807 | loss: 0.0311569 | val_loss: 0.0311762 | Time: 2075.34 ms [2021-02-23 10:13:27 main:574] : INFO : Epoch 1808 | loss: 0.0311523 | val_loss: 0.0311675 | Time: 2093.79 ms [2021-02-23 10:13:29 main:574] : INFO : Epoch 1809 | loss: 0.0311515 | val_loss: 0.0311683 | Time: 2054.46 ms [2021-02-23 10:13:31 main:574] : INFO : Epoch 1810 | loss: 0.031152 | val_loss: 0.0311729 | Time: 2066.93 ms [2021-02-23 10:13:33 main:574] : INFO : Epoch 1811 | loss: 0.0311527 | val_loss: 0.0311677 | Time: 2071.06 ms [2021-02-23 10:13:36 main:574] : INFO : Epoch 1812 | loss: 0.0311504 | val_loss: 0.0311649 | Time: 2200.68 ms [2021-02-23 10:13:38 main:574] : INFO : Epoch 1813 | loss: 0.0311506 | val_loss: 0.0311651 | Time: 2117.09 ms [2021-02-23 10:13:40 main:574] : INFO : Epoch 1814 | loss: 0.0311502 | val_loss: 0.0311658 | Time: 2057.76 ms [2021-02-23 10:13:42 main:574] : INFO : Epoch 1815 | loss: 0.0311496 | val_loss: 0.0311672 | Time: 2041.22 ms [2021-02-23 10:13:44 main:574] : INFO : Epoch 1816 | loss: 0.0311529 | val_loss: 0.0311664 | Time: 2116.22 ms [2021-02-23 10:13:46 main:574] : INFO : Epoch 1817 | loss: 0.0311541 | val_loss: 0.031175 | Time: 2020.52 ms [2021-02-23 10:13:48 main:574] : INFO : Epoch 1818 | loss: 0.0311519 | val_loss: 0.0311647 | Time: 2023.56 ms [2021-02-23 10:13:51 main:574] : INFO : Epoch 1819 | loss: 0.0311504 | val_loss: 0.0311652 | Time: 2100.21 ms [2021-02-23 10:13:53 main:574] : INFO : Epoch 1820 | loss: 0.0311496 | val_loss: 0.0311644 | Time: 2061.43 ms [2021-02-23 10:13:55 main:574] : INFO : Epoch 1821 | loss: 0.0311506 | val_loss: 0.031165 | Time: 2060.28 ms [2021-02-23 10:13:57 main:574] : INFO : Epoch 1822 | loss: 0.0311484 | val_loss: 0.031167 | Time: 2104.96 ms [2021-02-23 10:13:59 main:574] : INFO : Epoch 1823 | loss: 0.031149 | val_loss: 0.0311636 | Time: 2091.27 ms [2021-02-23 10:14:01 main:574] : INFO : Epoch 1824 | loss: 0.0311489 | val_loss: 0.0311659 | Time: 2179.98 ms [2021-02-23 10:14:04 main:574] : INFO : Epoch 1825 | loss: 0.0311503 | val_loss: 0.0311651 | Time: 2194.46 ms [2021-02-23 10:14:06 main:574] : INFO : Epoch 1826 | loss: 0.0311517 | val_loss: 0.0311723 | Time: 2150.28 ms [2021-02-23 10:14:08 main:574] : INFO : Epoch 1827 | loss: 0.0311536 | val_loss: 0.0311697 | Time: 2070.54 ms [2021-02-23 10:14:10 main:574] : INFO : Epoch 1828 | loss: 0.0311529 | val_loss: 0.0311661 | Time: 2029.39 ms [2021-02-23 10:14:12 main:574] : INFO : Epoch 1829 | loss: 0.0311525 | val_loss: 0.0311712 | Time: 2055.02 ms [2021-02-23 10:14:14 main:574] : INFO : Epoch 1830 | loss: 0.0311497 | val_loss: 0.0311666 | Time: 2080.94 ms [2021-02-23 10:14:17 main:574] : INFO : Epoch 1831 | loss: 0.0311482 | val_loss: 0.0311684 | Time: 2038.97 ms [2021-02-23 10:14:19 main:574] : INFO : Epoch 1832 | loss: 0.0311485 | val_loss: 0.0311677 | Time: 2052.26 ms [2021-02-23 10:14:21 main:574] : INFO : Epoch 1833 | loss: 0.0311493 | val_loss: 0.0311645 | Time: 2100.39 ms [2021-02-23 10:14:23 main:574] : INFO : Epoch 1834 | loss: 0.0311493 | val_loss: 0.0311662 | Time: 2099.23 ms [2021-02-23 10:14:25 main:574] : INFO : Epoch 1835 | loss: 0.0311492 | val_loss: 0.0311643 | Time: 2053.42 ms [2021-02-23 10:14:27 main:574] : INFO : Epoch 1836 | loss: 0.0311506 | val_loss: 0.0311638 | Time: 2084.63 ms [2021-02-23 10:14:29 main:574] : INFO : Epoch 1837 | loss: 0.0311496 | val_loss: 0.0311651 | Time: 2039.61 ms [2021-02-23 10:14:32 main:574] : INFO : Epoch 1838 | loss: 0.0311478 | val_loss: 0.0311638 | Time: 2210.08 ms [2021-02-23 10:14:34 main:574] : INFO : Epoch 1839 | loss: 0.0311472 | val_loss: 0.0311643 | Time: 2085.26 ms [2021-02-23 10:14:36 main:574] : INFO : Epoch 1840 | loss: 0.0311485 | val_loss: 0.0311696 | Time: 2100.91 ms [2021-02-23 10:14:38 main:574] : INFO : Epoch 1841 | loss: 0.0311548 | val_loss: 0.0311729 | Time: 2066.61 ms [2021-02-23 10:14:41 main:574] : INFO : Epoch 1842 | loss: 0.0311537 | val_loss: 0.031165 | Time: 2061.97 ms [2021-02-23 10:14:43 main:574] : INFO : Epoch 1843 | loss: 0.0311495 | val_loss: 0.0311673 | Time: 2037.88 ms [2021-02-23 10:14:45 main:574] : INFO : Epoch 1844 | loss: 0.0311476 | val_loss: 0.03117 | Time: 2090.77 ms [2021-02-23 10:14:47 main:574] : INFO : Epoch 1845 | loss: 0.0311478 | val_loss: 0.0311672 | Time: 2058.1 ms [2021-02-23 10:14:49 main:574] : INFO : Epoch 1846 | loss: 0.0311487 | val_loss: 0.0311663 | Time: 2099.02 ms [2021-02-23 10:14:51 main:574] : INFO : Epoch 1847 | loss: 0.0311507 | val_loss: 0.0311699 | Time: 2113.64 ms [2021-02-23 10:14:54 main:574] : INFO : Epoch 1848 | loss: 0.0311476 | val_loss: 0.0311656 | Time: 2171.08 ms [2021-02-23 10:14:56 main:574] : INFO : Epoch 1849 | loss: 0.0311479 | val_loss: 0.0311663 | Time: 2113.32 ms [2021-02-23 10:14:58 main:574] : INFO : Epoch 1850 | loss: 0.0311477 | val_loss: 0.0311654 | Time: 2077.11 ms [2021-02-23 10:15:00 main:574] : INFO : Epoch 1851 | loss: 0.0311471 | val_loss: 0.0311651 | Time: 2084.1 ms [2021-02-23 10:15:02 main:574] : INFO : Epoch 1852 | loss: 0.0311461 | val_loss: 0.0311651 | Time: 2080.27 ms [2021-02-23 10:15:04 main:574] : INFO : Epoch 1853 | loss: 0.0311468 | val_loss: 0.031168 | Time: 2085.7 ms [2021-02-23 10:15:07 main:574] : INFO : Epoch 1854 | loss: 0.0311478 | val_loss: 0.0311651 | Time: 2161.66 ms [2021-02-23 10:15:09 main:574] : INFO : Epoch 1855 | loss: 0.0311448 | val_loss: 0.0311644 | Time: 2121.91 ms [2021-02-23 10:15:11 main:574] : INFO : Epoch 1856 | loss: 0.0311466 | val_loss: 0.0311653 | Time: 2129.8 ms [2021-02-23 10:15:13 main:574] : INFO : Epoch 1857 | loss: 0.031145 | val_loss: 0.0311665 | Time: 2132.43 ms [2021-02-23 10:15:15 main:574] : INFO : Epoch 1858 | loss: 0.0311441 | val_loss: 0.0311645 | Time: 2090.49 ms [2021-02-23 10:15:18 main:574] : INFO : Epoch 1859 | loss: 0.0311442 | val_loss: 0.031165 | Time: 2153.48 ms [2021-02-23 10:15:20 main:574] : INFO : Epoch 1860 | loss: 0.0311443 | val_loss: 0.0311648 | Time: 2037.77 ms [2021-02-23 10:15:22 main:574] : INFO : Epoch 1861 | loss: 0.0311472 | val_loss: 0.0311674 | Time: 2029.65 ms [2021-02-23 10:15:24 main:574] : INFO : Epoch 1862 | loss: 0.0311477 | val_loss: 0.0311662 | Time: 2023.34 ms [2021-02-23 10:15:26 main:574] : INFO : Epoch 1863 | loss: 0.0311477 | val_loss: 0.0311673 | Time: 2108.15 ms [2021-02-23 10:15:28 main:574] : INFO : Epoch 1864 | loss: 0.0311488 | val_loss: 0.0311678 | Time: 2143.9 ms [2021-02-23 10:15:31 main:574] : INFO : Epoch 1865 | loss: 0.0311506 | val_loss: 0.0311653 | Time: 2153.11 ms [2021-02-23 10:15:33 main:574] : INFO : Epoch 1866 | loss: 0.031149 | val_loss: 0.0311673 | Time: 2113.35 ms [2021-02-23 10:15:35 main:574] : INFO : Epoch 1867 | loss: 0.0311507 | val_loss: 0.0311738 | Time: 2394.77 ms [2021-02-23 10:15:37 main:574] : INFO : Epoch 1868 | loss: 0.0311534 | val_loss: 0.0311763 | Time: 2080.99 ms [2021-02-23 10:15:40 main:574] : INFO : Epoch 1869 | loss: 0.0311528 | val_loss: 0.0311702 | Time: 2072.92 ms [2021-02-23 10:15:42 main:574] : INFO : Epoch 1870 | loss: 0.0311491 | val_loss: 0.0311705 | Time: 2077.14 ms [2021-02-23 10:15:44 main:574] : INFO : Epoch 1871 | loss: 0.0311475 | val_loss: 0.0311701 | Time: 2047.45 ms [2021-02-23 10:15:46 main:574] : INFO : Epoch 1872 | loss: 0.0311476 | val_loss: 0.0311651 | Time: 2027.91 ms [2021-02-23 10:15:48 main:574] : INFO : Epoch 1873 | loss: 0.0311494 | val_loss: 0.0311671 | Time: 2032.66 ms [2021-02-23 10:15:51 main:574] : INFO : Epoch 1874 | loss: 0.0311499 | val_loss: 0.0311657 | Time: 2266.15 ms [2021-02-23 10:15:53 main:574] : INFO : Epoch 1875 | loss: 0.0311472 | val_loss: 0.0311651 | Time: 2104.7 ms [2021-02-23 10:15:55 main:574] : INFO : Epoch 1876 | loss: 0.0311471 | val_loss: 0.031167 | Time: 2036.77 ms [2021-02-23 10:15:57 main:574] : INFO : Epoch 1877 | loss: 0.0311482 | val_loss: 0.0311727 | Time: 2053.99 ms [2021-02-23 10:15:59 main:574] : INFO : Epoch 1878 | loss: 0.0311486 | val_loss: 0.0311664 | Time: 2336.26 ms [2021-02-23 10:16:02 main:574] : INFO : Epoch 1879 | loss: 0.0311454 | val_loss: 0.0311675 | Time: 2205.28 ms [2021-02-23 10:16:04 main:574] : INFO : Epoch 1880 | loss: 0.0311461 | val_loss: 0.0311676 | Time: 2140 ms [2021-02-23 10:16:07 main:574] : INFO : Epoch 1881 | loss: 0.0311455 | val_loss: 0.0311709 | Time: 2604.42 ms [2021-02-23 10:16:09 main:574] : INFO : Epoch 1882 | loss: 0.0311476 | val_loss: 0.0311694 | Time: 2269.62 ms [2021-02-23 10:16:11 main:574] : INFO : Epoch 1883 | loss: 0.0311469 | val_loss: 0.0311669 | Time: 2101.18 ms [2021-02-23 10:16:13 main:574] : INFO : Epoch 1884 | loss: 0.031146 | val_loss: 0.031165 | Time: 2063.91 ms [2021-02-23 10:16:15 main:574] : INFO : Epoch 1885 | loss: 0.0311462 | val_loss: 0.0311723 | Time: 2038.49 ms [2021-02-23 10:16:18 main:574] : INFO : Epoch 1886 | loss: 0.0311485 | val_loss: 0.0311677 | Time: 2040.18 ms [2021-02-23 10:16:20 main:574] : INFO : Epoch 1887 | loss: 0.0311522 | val_loss: 0.0311672 | Time: 2274.28 ms [2021-02-23 10:16:22 main:574] : INFO : Epoch 1888 | loss: 0.031151 | val_loss: 0.0311668 | Time: 2132.87 ms [2021-02-23 10:16:24 main:574] : INFO : Epoch 1889 | loss: 0.0311503 | val_loss: 0.0311681 | Time: 2127.45 ms [2021-02-23 10:16:27 main:574] : INFO : Epoch 1890 | loss: 0.0311503 | val_loss: 0.0311644 | Time: 2087.6 ms [2021-02-23 10:16:29 main:574] : INFO : Epoch 1891 | loss: 0.0311485 | val_loss: 0.0311642 | Time: 2039.32 ms [2021-02-23 10:16:31 main:574] : INFO : Epoch 1892 | loss: 0.0311485 | val_loss: 0.031163 | Time: 2026.22 ms [2021-02-23 10:16:33 main:574] : INFO : Epoch 1893 | loss: 0.0311505 | val_loss: 0.0311643 | Time: 2030.83 ms [2021-02-23 10:16:35 main:574] : INFO : Epoch 1894 | loss: 0.0311487 | val_loss: 0.0311651 | Time: 2027.98 ms [2021-02-23 10:16:37 main:574] : INFO : Epoch 1895 | loss: 0.0311481 | val_loss: 0.0311632 | Time: 2077.37 ms [2021-02-23 10:16:39 main:574] : INFO : Epoch 1896 | loss: 0.0311467 | val_loss: 0.0311652 | Time: 2085.09 ms [2021-02-23 10:16:42 main:574] : INFO : Epoch 1897 | loss: 0.0311467 | val_loss: 0.0311632 | Time: 2105.09 ms [2021-02-23 10:16:44 main:574] : INFO : Epoch 1898 | loss: 0.0311472 | val_loss: 0.0311637 | Time: 2234.37 ms [2021-02-23 10:16:46 main:574] : INFO : Epoch 1899 | loss: 0.0311475 | val_loss: 0.031166 | Time: 2046.3 ms [2021-02-23 10:16:48 main:574] : INFO : Epoch 1900 | loss: 0.0311498 | val_loss: 0.0311663 | Time: 2278.29 ms [2021-02-23 10:16:51 main:574] : INFO : Epoch 1901 | loss: 0.0311503 | val_loss: 0.0311642 | Time: 2271.8 ms [2021-02-23 10:16:53 main:574] : INFO : Epoch 1902 | loss: 0.031149 | val_loss: 0.0311648 | Time: 2044.6 ms [2021-02-23 10:16:55 main:574] : INFO : Epoch 1903 | loss: 0.0311474 | val_loss: 0.0311653 | Time: 2087.44 ms [2021-02-23 10:16:57 main:574] : INFO : Epoch 1904 | loss: 0.031147 | val_loss: 0.0311651 | Time: 2141.85 ms [2021-02-23 10:16:59 main:574] : INFO : Epoch 1905 | loss: 0.0311471 | val_loss: 0.0311646 | Time: 2060.88 ms [2021-02-23 10:17:02 main:574] : INFO : Epoch 1906 | loss: 0.0311482 | val_loss: 0.0311747 | Time: 2082.41 ms [2021-02-23 10:17:04 main:574] : INFO : Epoch 1907 | loss: 0.0311515 | val_loss: 0.0311656 | Time: 2063.28 ms [2021-02-23 10:17:06 main:574] : INFO : Epoch 1908 | loss: 0.0311474 | val_loss: 0.031169 | Time: 2112.02 ms [2021-02-23 10:17:08 main:574] : INFO : Epoch 1909 | loss: 0.0311476 | val_loss: 0.0311665 | Time: 2155.5 ms [2021-02-23 10:17:10 main:574] : INFO : Epoch 1910 | loss: 0.0311471 | val_loss: 0.0311671 | Time: 2041.85 ms [2021-02-23 10:17:12 main:574] : INFO : Epoch 1911 | loss: 0.0311483 | val_loss: 0.031168 | Time: 2084.14 ms [2021-02-23 10:17:15 main:574] : INFO : Epoch 1912 | loss: 0.0311498 | val_loss: 0.0311744 | Time: 2064.21 ms [2021-02-23 10:17:17 main:574] : INFO : Epoch 1913 | loss: 0.031151 | val_loss: 0.0311665 | Time: 2044.53 ms [2021-02-23 10:17:19 main:574] : INFO : Epoch 1914 | loss: 0.0311484 | val_loss: 0.0311688 | Time: 2041.14 ms [2021-02-23 10:17:21 main:574] : INFO : Epoch 1915 | loss: 0.0311514 | val_loss: 0.0311708 | Time: 2017.26 ms [2021-02-23 10:17:23 main:574] : INFO : Epoch 1916 | loss: 0.0311541 | val_loss: 0.0311699 | Time: 2018.94 ms [2021-02-23 10:17:25 main:574] : INFO : Epoch 1917 | loss: 0.0311533 | val_loss: 0.0311657 | Time: 2027.22 ms [2021-02-23 10:17:27 main:574] : INFO : Epoch 1918 | loss: 0.0311483 | val_loss: 0.0311695 | Time: 2037.34 ms [2021-02-23 10:17:29 main:574] : INFO : Epoch 1919 | loss: 0.0311496 | val_loss: 0.0311735 | Time: 2011.85 ms [2021-02-23 10:17:31 main:574] : INFO : Epoch 1920 | loss: 0.0311491 | val_loss: 0.031168 | Time: 2051.09 ms [2021-02-23 10:17:34 main:574] : INFO : Epoch 1921 | loss: 0.0311496 | val_loss: 0.0311645 | Time: 2045.63 ms [2021-02-23 10:17:36 main:574] : INFO : Epoch 1922 | loss: 0.0311482 | val_loss: 0.0311643 | Time: 2022.01 ms [2021-02-23 10:17:38 main:574] : INFO : Epoch 1923 | loss: 0.0311476 | val_loss: 0.0311648 | Time: 2029.59 ms [2021-02-23 10:17:40 main:574] : INFO : Epoch 1924 | loss: 0.0311474 | val_loss: 0.0311677 | Time: 2039.88 ms [2021-02-23 10:17:42 main:574] : INFO : Epoch 1925 | loss: 0.0311464 | val_loss: 0.0311664 | Time: 2080.75 ms [2021-02-23 10:17:44 main:574] : INFO : Epoch 1926 | loss: 0.0311467 | val_loss: 0.0311639 | Time: 2039.31 ms [2021-02-23 10:17:46 main:574] : INFO : Epoch 1927 | loss: 0.0311471 | val_loss: 0.0311654 | Time: 2028 ms [2021-02-23 10:17:48 main:574] : INFO : Epoch 1928 | loss: 0.0311459 | val_loss: 0.0311633 | Time: 2022.99 ms [2021-02-23 10:17:50 main:574] : INFO : Epoch 1929 | loss: 0.0311462 | val_loss: 0.0311643 | Time: 2030.11 ms [2021-02-23 10:17:53 main:574] : INFO : Epoch 1930 | loss: 0.0311453 | val_loss: 0.0311642 | Time: 2027.59 ms [2021-02-23 10:17:55 main:574] : INFO : Epoch 1931 | loss: 0.0311468 | val_loss: 0.031167 | Time: 2041.97 ms [2021-02-23 10:17:57 main:574] : INFO : Epoch 1932 | loss: 0.0311466 | val_loss: 0.0311676 | Time: 2029.12 ms [2021-02-23 10:17:59 main:574] : INFO : Epoch 1933 | loss: 0.0311465 | val_loss: 0.0311706 | Time: 2017.26 ms [2021-02-23 10:18:01 main:574] : INFO : Epoch 1934 | loss: 0.031147 | val_loss: 0.0311672 | Time: 2038.45 ms [2021-02-23 10:18:03 main:574] : INFO : Epoch 1935 | loss: 0.0311475 | val_loss: 0.031167 | Time: 2029.88 ms [2021-02-23 10:18:05 main:574] : INFO : Epoch 1936 | loss: 0.0311464 | val_loss: 0.0311646 | Time: 2026.81 ms [2021-02-23 10:18:07 main:574] : INFO : Epoch 1937 | loss: 0.0311443 | val_loss: 0.0311655 | Time: 2039.74 ms [2021-02-23 10:18:09 main:574] : INFO : Epoch 1938 | loss: 0.0311451 | val_loss: 0.031166 | Time: 2029.73 ms [2021-02-23 10:18:12 main:574] : INFO : Epoch 1939 | loss: 0.0311431 | val_loss: 0.0311629 | Time: 2045.19 ms [2021-02-23 10:18:14 main:574] : INFO : Epoch 1940 | loss: 0.0311429 | val_loss: 0.0311643 | Time: 2027.56 ms [2021-02-23 10:18:16 main:574] : INFO : Epoch 1941 | loss: 0.0311442 | val_loss: 0.0311672 | Time: 2028.65 ms [2021-02-23 10:18:18 main:574] : INFO : Epoch 1942 | loss: 0.0311447 | val_loss: 0.031164 | Time: 2020.18 ms [2021-02-23 10:18:20 main:574] : INFO : Epoch 1943 | loss: 0.0311435 | val_loss: 0.0311663 | Time: 2017.5 ms [2021-02-23 10:18:22 main:574] : INFO : Epoch 1944 | loss: 0.0311417 | val_loss: 0.0311674 | Time: 2009.66 ms [2021-02-23 10:18:24 main:574] : INFO : Epoch 1945 | loss: 0.0311416 | val_loss: 0.0311705 | Time: 2010.61 ms [2021-02-23 10:18:26 main:574] : INFO : Epoch 1946 | loss: 0.0311437 | val_loss: 0.0311688 | Time: 2018.35 ms [2021-02-23 10:18:28 main:574] : INFO : Epoch 1947 | loss: 0.0311463 | val_loss: 0.0311644 | Time: 2042.77 ms [2021-02-23 10:18:31 main:574] : INFO : Epoch 1948 | loss: 0.0311461 | val_loss: 0.0311662 | Time: 2034.16 ms [2021-02-23 10:18:33 main:574] : INFO : Epoch 1949 | loss: 0.0311467 | val_loss: 0.0311644 | Time: 2079.19 ms [2021-02-23 10:18:35 main:574] : INFO : Epoch 1950 | loss: 0.0311456 | val_loss: 0.0311685 | Time: 2024.98 ms [2021-02-23 10:18:37 main:574] : INFO : Epoch 1951 | loss: 0.0311517 | val_loss: 0.0311712 | Time: 2033.8 ms [2021-02-23 10:18:39 main:574] : INFO : Epoch 1952 | loss: 0.0311493 | val_loss: 0.0311657 | Time: 2052.26 ms [2021-02-23 10:18:41 main:574] : INFO : Epoch 1953 | loss: 0.031151 | val_loss: 0.0311716 | Time: 2035.07 ms [2021-02-23 10:18:43 main:574] : INFO : Epoch 1954 | loss: 0.0311522 | val_loss: 0.0311733 | Time: 2065.16 ms [2021-02-23 10:18:45 main:574] : INFO : Epoch 1955 | loss: 0.0311488 | val_loss: 0.0311657 | Time: 2022.54 ms [2021-02-23 10:18:48 main:574] : INFO : Epoch 1956 | loss: 0.0311486 | val_loss: 0.0311667 | Time: 2025.42 ms [2021-02-23 10:18:50 main:574] : INFO : Epoch 1957 | loss: 0.0311491 | val_loss: 0.0311681 | Time: 2030.73 ms [2021-02-23 10:18:52 main:574] : INFO : Epoch 1958 | loss: 0.031151 | val_loss: 0.0311718 | Time: 2026.83 ms [2021-02-23 10:18:54 main:574] : INFO : Epoch 1959 | loss: 0.0311483 | val_loss: 0.0311647 | Time: 2093.96 ms [2021-02-23 10:18:56 main:574] : INFO : Epoch 1960 | loss: 0.0311458 | val_loss: 0.0311649 | Time: 2150.58 ms [2021-02-23 10:18:58 main:574] : INFO : Epoch 1961 | loss: 0.031146 | val_loss: 0.0311633 | Time: 2045 ms [2021-02-23 10:19:00 main:574] : INFO : Epoch 1962 | loss: 0.0311455 | val_loss: 0.0311648 | Time: 2029.43 ms [2021-02-23 10:19:03 main:574] : INFO : Epoch 1963 | loss: 0.0311449 | val_loss: 0.0311679 | Time: 2016.74 ms [2021-02-23 10:19:05 main:574] : INFO : Epoch 1964 | loss: 0.0311482 | val_loss: 0.0311647 | Time: 2029.21 ms [2021-02-23 10:19:07 main:574] : INFO : Epoch 1965 | loss: 0.0311491 | val_loss: 0.0311675 | Time: 2024.08 ms [2021-02-23 10:19:09 main:574] : INFO : Epoch 1966 | loss: 0.031149 | val_loss: 0.0311661 | Time: 2010.32 ms [2021-02-23 10:19:11 main:574] : INFO : Epoch 1967 | loss: 0.0311495 | val_loss: 0.0311665 | Time: 2015.2 ms [2021-02-23 10:19:13 main:574] : INFO : Epoch 1968 | loss: 0.0311489 | val_loss: 0.0311706 | Time: 2028.73 ms [2021-02-23 10:19:15 main:574] : INFO : Epoch 1969 | loss: 0.0311515 | val_loss: 0.0311726 | Time: 2027.5 ms [2021-02-23 10:19:17 main:574] : INFO : Epoch 1970 | loss: 0.0311574 | val_loss: 0.0311698 | Time: 2023.02 ms [2021-02-23 10:19:19 main:574] : INFO : Epoch 1971 | loss: 0.0311584 | val_loss: 0.0311685 | Time: 2016.01 ms [2021-02-23 10:19:21 main:574] : INFO : Epoch 1972 | loss: 0.0311552 | val_loss: 0.0311688 | Time: 2017.63 ms [2021-02-23 10:19:24 main:574] : INFO : Epoch 1973 | loss: 0.0311542 | val_loss: 0.0311708 | Time: 2012.79 ms [2021-02-23 10:19:26 main:574] : INFO : Epoch 1974 | loss: 0.0311567 | val_loss: 0.0311749 | Time: 2019.61 ms [2021-02-23 10:19:28 main:574] : INFO : Epoch 1975 | loss: 0.0311585 | val_loss: 0.0311705 | Time: 2018.25 ms [2021-02-23 10:19:30 main:574] : INFO : Epoch 1976 | loss: 0.0311552 | val_loss: 0.0311692 | Time: 2020.93 ms [2021-02-23 10:19:32 main:574] : INFO : Epoch 1977 | loss: 0.0311539 | val_loss: 0.0311696 | Time: 2032.89 ms [2021-02-23 10:19:34 main:574] : INFO : Epoch 1978 | loss: 0.0311521 | val_loss: 0.0311694 | Time: 2016.76 ms [2021-02-23 10:19:36 main:574] : INFO : Epoch 1979 | loss: 0.0311542 | val_loss: 0.031168 | Time: 2013.57 ms [2021-02-23 10:19:38 main:574] : INFO : Epoch 1980 | loss: 0.031154 | val_loss: 0.031168 | Time: 2027.33 ms [2021-02-23 10:19:40 main:574] : INFO : Epoch 1981 | loss: 0.0311558 | val_loss: 0.0311685 | Time: 2031.11 ms [2021-02-23 10:19:42 main:574] : INFO : Epoch 1982 | loss: 0.0311553 | val_loss: 0.0311687 | Time: 2026.45 ms [2021-02-23 10:19:45 main:574] : INFO : Epoch 1983 | loss: 0.0311531 | val_loss: 0.0311689 | Time: 2013.81 ms [2021-02-23 10:19:47 main:574] : INFO : Epoch 1984 | loss: 0.031153 | val_loss: 0.0311677 | Time: 2022.24 ms [2021-02-23 10:19:49 main:574] : INFO : Epoch 1985 | loss: 0.0311536 | val_loss: 0.031168 | Time: 2015.72 ms [2021-02-23 10:19:51 main:574] : INFO : Epoch 1986 | loss: 0.0311548 | val_loss: 0.0311687 | Time: 2018.71 ms [2021-02-23 10:19:53 main:574] : INFO : Epoch 1987 | loss: 0.0311519 | val_loss: 0.0311687 | Time: 2035.39 ms [2021-02-23 10:19:55 main:574] : INFO : Epoch 1988 | loss: 0.031155 | val_loss: 0.0311694 | Time: 2008.71 ms [2021-02-23 10:19:57 main:574] : INFO : Epoch 1989 | loss: 0.0311523 | val_loss: 0.0311699 | Time: 2012.32 ms [2021-02-23 10:19:59 main:574] : INFO : Epoch 1990 | loss: 0.031151 | val_loss: 0.0311717 | Time: 2012.53 ms [2021-02-23 10:20:01 main:574] : INFO : Epoch 1991 | loss: 0.031155 | val_loss: 0.0311724 | Time: 2069.56 ms [2021-02-23 10:20:03 main:574] : INFO : Epoch 1992 | loss: 0.0311522 | val_loss: 0.0311683 | Time: 2017.85 ms [2021-02-23 10:20:06 main:574] : INFO : Epoch 1993 | loss: 0.0311526 | val_loss: 0.0311709 | Time: 2009.02 ms [2021-02-23 10:20:08 main:574] : INFO : Epoch 1994 | loss: 0.0311532 | val_loss: 0.0311699 | Time: 2020.2 ms [2021-02-23 10:20:10 main:574] : INFO : Epoch 1995 | loss: 0.0311506 | val_loss: 0.0311716 | Time: 2023.04 ms [2021-02-23 10:20:12 main:574] : INFO : Epoch 1996 | loss: 0.0311509 | val_loss: 0.0311691 | Time: 2016.26 ms [2021-02-23 10:20:14 main:574] : INFO : Epoch 1997 | loss: 0.03115 | val_loss: 0.0311663 | Time: 2020.64 ms [2021-02-23 10:20:16 main:574] : INFO : Epoch 1998 | loss: 0.0311506 | val_loss: 0.0311671 | Time: 2024.55 ms [2021-02-23 10:20:18 main:574] : INFO : Epoch 1999 | loss: 0.0311501 | val_loss: 0.0311677 | Time: 2039.19 ms [2021-02-23 10:20:20 main:574] : INFO : Epoch 2000 | loss: 0.0311499 | val_loss: 0.0311671 | Time: 2034.41 ms [2021-02-23 10:20:22 main:574] : INFO : Epoch 2001 | loss: 0.0311504 | val_loss: 0.0311686 | Time: 2016.48 ms [2021-02-23 10:20:24 main:574] : INFO : Epoch 2002 | loss: 0.0311502 | val_loss: 0.031167 | Time: 2030.1 ms [2021-02-23 10:20:27 main:574] : INFO : Epoch 2003 | loss: 0.0311504 | val_loss: 0.0311679 | Time: 2116.8 ms [2021-02-23 10:20:29 main:574] : INFO : Epoch 2004 | loss: 0.0311498 | val_loss: 0.0311675 | Time: 2017.62 ms [2021-02-23 10:20:31 main:574] : INFO : Epoch 2005 | loss: 0.0311487 | val_loss: 0.0311656 | Time: 2142.12 ms [2021-02-23 10:20:33 main:574] : INFO : Epoch 2006 | loss: 0.031149 | val_loss: 0.0311668 | Time: 2052.36 ms [2021-02-23 10:20:35 main:574] : INFO : Epoch 2007 | loss: 0.0311491 | val_loss: 0.0311688 | Time: 2123.39 ms [2021-02-23 10:20:38 main:574] : INFO : Epoch 2008 | loss: 0.031153 | val_loss: 0.0311746 | Time: 2105.13 ms [2021-02-23 10:20:40 main:574] : INFO : Epoch 2009 | loss: 0.0311562 | val_loss: 0.0311692 | Time: 2077.59 ms [2021-02-23 10:20:42 main:574] : INFO : Epoch 2010 | loss: 0.0311544 | val_loss: 0.0311708 | Time: 2120.37 ms [2021-02-23 10:20:44 main:574] : INFO : Epoch 2011 | loss: 0.0311538 | val_loss: 0.0311688 | Time: 2088.78 ms [2021-02-23 10:20:46 main:574] : INFO : Epoch 2012 | loss: 0.0311545 | val_loss: 0.031169 | Time: 2075.27 ms [2021-02-23 10:20:48 main:574] : INFO : Epoch 2013 | loss: 0.0311545 | val_loss: 0.0311698 | Time: 2042.69 ms [2021-02-23 10:20:51 main:574] : INFO : Epoch 2014 | loss: 0.0311542 | val_loss: 0.031168 | Time: 2137.47 ms [2021-02-23 10:20:53 main:574] : INFO : Epoch 2015 | loss: 0.0311532 | val_loss: 0.0311692 | Time: 2032.13 ms [2021-02-23 10:20:55 main:574] : INFO : Epoch 2016 | loss: 0.0311534 | val_loss: 0.031169 | Time: 2063.82 ms [2021-02-23 10:20:57 main:574] : INFO : Epoch 2017 | loss: 0.0311528 | val_loss: 0.0311682 | Time: 2070.71 ms [2021-02-23 10:20:59 main:574] : INFO : Epoch 2018 | loss: 0.0311559 | val_loss: 0.0311713 | Time: 2123.71 ms [2021-02-23 10:21:01 main:574] : INFO : Epoch 2019 | loss: 0.0311601 | val_loss: 0.0311707 | Time: 2045.25 ms [2021-02-23 10:21:03 main:574] : INFO : Epoch 2020 | loss: 0.0311596 | val_loss: 0.0311679 | Time: 2019.23 ms [2021-02-23 10:21:06 main:574] : INFO : Epoch 2021 | loss: 0.0311537 | val_loss: 0.0311679 | Time: 2037.46 ms [2021-02-23 10:21:08 main:574] : INFO : Epoch 2022 | loss: 0.0311537 | val_loss: 0.0311653 | Time: 2044.62 ms [2021-02-23 10:21:10 main:574] : INFO : Epoch 2023 | loss: 0.0311533 | val_loss: 0.0311692 | Time: 2058.62 ms [2021-02-23 10:21:12 main:574] : INFO : Epoch 2024 | loss: 0.0311524 | val_loss: 0.0311682 | Time: 2092.82 ms [2021-02-23 10:21:14 main:574] : INFO : Epoch 2025 | loss: 0.0311529 | val_loss: 0.0311661 | Time: 2066.37 ms [2021-02-23 10:21:16 main:574] : INFO : Epoch 2026 | loss: 0.0311505 | val_loss: 0.0311646 | Time: 2029.65 ms [2021-02-23 10:21:18 main:574] : INFO : Epoch 2027 | loss: 0.0311531 | val_loss: 0.031172 | Time: 2026.86 ms [2021-02-23 10:21:21 main:574] : INFO : Epoch 2028 | loss: 0.0311517 | val_loss: 0.0311651 | Time: 2084.82 ms [2021-02-23 10:21:23 main:574] : INFO : Epoch 2029 | loss: 0.0311494 | val_loss: 0.0311652 | Time: 2012.02 ms [2021-02-23 10:21:25 main:574] : INFO : Epoch 2030 | loss: 0.031154 | val_loss: 0.0311649 | Time: 2016.81 ms [2021-02-23 10:21:27 main:574] : INFO : Epoch 2031 | loss: 0.0311552 | val_loss: 0.0311686 | Time: 2052.96 ms [2021-02-23 10:21:29 main:574] : INFO : Epoch 2032 | loss: 0.0311525 | val_loss: 0.0311648 | Time: 2076 ms [2021-02-23 10:21:31 main:574] : INFO : Epoch 2033 | loss: 0.031152 | val_loss: 0.0311686 | Time: 2071.15 ms [2021-02-23 10:21:33 main:574] : INFO : Epoch 2034 | loss: 0.0311508 | val_loss: 0.0311648 | Time: 2007.61 ms [2021-02-23 10:21:35 main:574] : INFO : Epoch 2035 | loss: 0.031149 | val_loss: 0.0311646 | Time: 2024.36 ms [2021-02-23 10:21:37 main:574] : INFO : Epoch 2036 | loss: 0.0311485 | val_loss: 0.0311664 | Time: 2026.53 ms [2021-02-23 10:21:40 main:574] : INFO : Epoch 2037 | loss: 0.0311509 | val_loss: 0.0311687 | Time: 2026.22 ms [2021-02-23 10:21:42 main:574] : INFO : Epoch 2038 | loss: 0.0311494 | val_loss: 0.0311711 | Time: 2025.88 ms [2021-02-23 10:21:44 main:574] : INFO : Epoch 2039 | loss: 0.0311489 | val_loss: 0.0311665 | Time: 2020.62 ms [2021-02-23 10:21:46 main:574] : INFO : Epoch 2040 | loss: 0.0311527 | val_loss: 0.0311693 | Time: 2031.19 ms [2021-02-23 10:21:48 main:574] : INFO : Epoch 2041 | loss: 0.03115 | val_loss: 0.0311659 | Time: 2031.33 ms [2021-02-23 10:21:50 main:574] : INFO : Epoch 2042 | loss: 0.0311498 | val_loss: 0.031164 | Time: 2017.72 ms [2021-02-23 10:21:52 main:574] : INFO : Epoch 2043 | loss: 0.0311485 | val_loss: 0.0311633 | Time: 2026.05 ms [2021-02-23 10:21:54 main:574] : INFO : Epoch 2044 | loss: 0.0311489 | val_loss: 0.0311661 | Time: 2021.54 ms [2021-02-23 10:21:56 main:574] : INFO : Epoch 2045 | loss: 0.0311502 | val_loss: 0.0311656 | Time: 2027.82 ms [2021-02-23 10:21:59 main:574] : INFO : Epoch 2046 | loss: 0.0311504 | val_loss: 0.0311635 | Time: 2029.94 ms [2021-02-23 10:22:01 main:574] : INFO : Epoch 2047 | loss: 0.0311508 | val_loss: 0.031166 | Time: 2015.41 ms [2021-02-23 10:22:03 main:574] : INFO : Epoch 2048 | loss: 0.0311486 | val_loss: 0.0311682 | Time: 2018.82 ms [2021-02-23 10:22:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311682 [2021-02-23 10:22:03 main:603] : INFO : Saving end state to config to file [2021-02-23 10:22:03 main:608] : INFO : Success, exiting.. 10:22:03 (2888): 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)