Task 4313962
| Name | ParityModified-1611720882-30914-6_2 |
| Workunit | 2248254 |
| Created | 4 Mar 2021, 19:08:45 UTC |
| Sent | 4 Mar 2021, 20:30:40 UTC |
| Report deadline | 11 Mar 2021, 20:30:40 UTC |
| Received | 5 Mar 2021, 1:17:50 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9697 |
| Run time | 1 hours 12 min 34 sec |
| CPU time | 1 hours 8 min 45 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 2,491.95 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 1 | Time: 2016.75 ms [2021-03-05 08:19:31 main:574] : INFO : Epoch 1542 | loss: 0.0311697 | val_loss: 0.0311854 | Time: 2042.41 ms [2021-03-05 08:19:33 main:574] : INFO : Epoch 1543 | loss: 0.0311706 | val_loss: 0.0311851 | Time: 2037.8 ms [2021-03-05 08:19:35 main:574] : INFO : Epoch 1544 | loss: 0.0311713 | val_loss: 0.0311849 | Time: 2008.62 ms [2021-03-05 08:19:37 main:574] : INFO : Epoch 1545 | loss: 0.0311703 | val_loss: 0.0311829 | Time: 2062.34 ms [2021-03-05 08:19:39 main:574] : INFO : Epoch 1546 | loss: 0.03117 | val_loss: 0.0311832 | Time: 2075.66 ms [2021-03-05 08:19:41 main:574] : INFO : Epoch 1547 | loss: 0.0311698 | val_loss: 0.031186 | Time: 2023.58 ms [2021-03-05 08:19:43 main:574] : INFO : Epoch 1548 | loss: 0.0311697 | val_loss: 0.0311837 | Time: 2042.51 ms [2021-03-05 08:19:45 main:574] : INFO : Epoch 1549 | loss: 0.0311704 | val_loss: 0.0311831 | Time: 2048.52 ms [2021-03-05 08:19:47 main:574] : INFO : Epoch 1550 | loss: 0.0311707 | val_loss: 0.0311844 | Time: 2013.69 ms [2021-03-05 08:19:50 main:574] : INFO : Epoch 1551 | loss: 0.0311694 | val_loss: 0.0311866 | Time: 2036.04 ms [2021-03-05 08:19:52 main:574] : INFO : Epoch 1552 | loss: 0.0311714 | val_loss: 0.0311842 | Time: 2038.18 ms [2021-03-05 08:19:54 main:574] : INFO : Epoch 1553 | loss: 0.0311711 | val_loss: 0.0311914 | Time: 2041.36 ms [2021-03-05 08:19:56 main:574] : INFO : Epoch 1554 | loss: 0.0311703 | val_loss: 0.0311862 | Time: 2026.41 ms [2021-03-05 08:19:58 main:574] : INFO : Epoch 1555 | loss: 0.0311705 | val_loss: 0.0311852 | Time: 2025.53 ms [2021-03-05 08:20:00 main:574] : INFO : Epoch 1556 | loss: 0.0311697 | val_loss: 0.0311848 | Time: 2045.46 ms [2021-03-05 08:20:02 main:574] : INFO : Epoch 1557 | loss: 0.03117 | val_loss: 0.031184 | Time: 2016.25 ms [2021-03-05 08:20:04 main:574] : INFO : Epoch 1558 | loss: 0.0311693 | val_loss: 0.0311851 | Time: 2027.08 ms [2021-03-05 08:20:06 main:574] : INFO : Epoch 1559 | loss: 0.0311722 | val_loss: 0.0311847 | Time: 2049.3 ms [2021-03-05 08:20:09 main:574] : INFO : Epoch 1560 | loss: 0.0311704 | val_loss: 0.0311853 | Time: 2039.21 ms [2021-03-05 08:20:11 main:574] : INFO : Epoch 1561 | loss: 0.0311695 | val_loss: 0.0311836 | Time: 2019 ms [2021-03-05 08:20:13 main:574] : INFO : Epoch 1562 | loss: 0.0311698 | val_loss: 0.0311861 | Time: 2037.07 ms [2021-03-05 08:20:15 main:574] : INFO : Epoch 1563 | loss: 0.0311689 | val_loss: 0.0311863 | Time: 2037.88 ms [2021-03-05 08:20:17 main:574] : INFO : Epoch 1564 | loss: 0.0311688 | val_loss: 0.0311847 | Time: 2037.41 ms [2021-03-05 08:20:19 main:574] : INFO : Epoch 1565 | loss: 0.0311705 | val_loss: 0.031187 | Time: 2035.16 ms [2021-03-05 08:20:21 main:574] : INFO : Epoch 1566 | loss: 0.0311714 | val_loss: 0.0311873 | Time: 2058.53 ms [2021-03-05 08:20:23 main:574] : INFO : Epoch 1567 | loss: 0.0311739 | val_loss: 0.0311862 | Time: 2016.05 ms [2021-03-05 08:20:25 main:574] : INFO : Epoch 1568 | loss: 0.0311741 | val_loss: 0.0311866 | Time: 2007.02 ms [2021-03-05 08:20:28 main:574] : INFO : Epoch 1569 | loss: 0.0311748 | val_loss: 0.0311844 | Time: 2053.48 ms [2021-03-05 08:20:30 main:574] : INFO : Epoch 1570 | loss: 0.0311743 | val_loss: 0.0311834 | Time: 2015.86 ms [2021-03-05 08:20:32 main:574] : INFO : Epoch 1571 | loss: 0.0311735 | val_loss: 0.0311828 | Time: 2066.59 ms [2021-03-05 08:20:34 main:574] : INFO : Epoch 1572 | loss: 0.0311737 | val_loss: 0.0311846 | Time: 2042.73 ms [2021-03-05 08:20:36 main:574] : INFO : Epoch 1573 | loss: 0.0311742 | val_loss: 0.0311847 | Time: 2046.48 ms [2021-03-05 08:20:38 main:574] : INFO : Epoch 1574 | loss: 0.0311738 | val_loss: 0.0311845 | Time: 2013.59 ms [2021-03-05 08:20:40 main:574] : INFO : Epoch 1575 | loss: 0.0311727 | val_loss: 0.0311825 | Time: 2040.32 ms [2021-03-05 08:20:42 main:574] : INFO : Epoch 1576 | loss: 0.0311741 | val_loss: 0.0311852 | Time: 2043.74 ms [2021-03-05 08:20:44 main:574] : INFO : Epoch 1577 | loss: 0.0311763 | val_loss: 0.0311927 | Time: 2016.66 ms [2021-03-05 08:20:47 main:574] : INFO : Epoch 1578 | loss: 0.0311776 | val_loss: 0.0311841 | Time: 2031.66 ms [2021-03-05 08:20:49 main:574] : INFO : Epoch 1579 | loss: 0.0311742 | val_loss: 0.0311837 | Time: 2059.89 ms [2021-03-05 08:20:51 main:574] : INFO : Epoch 1580 | loss: 0.0311729 | val_loss: 0.0311832 | Time: 2022.58 ms [2021-03-05 08:20:53 main:574] : INFO : Epoch 1581 | loss: 0.031173 | val_loss: 0.0311867 | Time: 2032.95 ms [2021-03-05 08:20:55 main:574] : INFO : Epoch 1582 | loss: 0.0311733 | val_loss: 0.0311859 | Time: 2033.66 ms [2021-03-05 08:20:57 main:574] : INFO : Epoch 1583 | loss: 0.0311744 | val_loss: 0.0311858 | Time: 2034.19 ms [2021-03-05 08:20:59 main:574] : INFO : Epoch 1584 | loss: 0.0311728 | val_loss: 0.031184 | Time: 2014.43 ms [2021-03-05 08:21:01 main:574] : INFO : Epoch 1585 | loss: 0.0311746 | val_loss: 0.0311833 | Time: 2044.36 ms [2021-03-05 08:21:04 main:574] : INFO : Epoch 1586 | loss: 0.0311743 | val_loss: 0.0311843 | Time: 2059.14 ms [2021-03-05 08:21:06 main:574] : INFO : Epoch 1587 | loss: 0.0311758 | val_loss: 0.0311875 | Time: 2026.21 ms [2021-03-05 08:21:08 main:574] : INFO : Epoch 1588 | loss: 0.0311775 | val_loss: 0.0311857 | Time: 2023.78 ms [2021-03-05 08:21:10 main:574] : INFO : Epoch 1589 | loss: 0.0311753 | val_loss: 0.0311871 | Time: 2058.53 ms [2021-03-05 08:21:12 main:574] : INFO : Epoch 1590 | loss: 0.0311732 | val_loss: 0.0311828 | Time: 2026.32 ms [2021-03-05 08:21:14 main:574] : INFO : Epoch 1591 | loss: 0.0311744 | val_loss: 0.0311844 | Time: 2004.19 ms [2021-03-05 08:21:16 main:574] : INFO : Epoch 1592 | loss: 0.031175 | val_loss: 0.0311869 | Time: 2039.93 ms [2021-03-05 08:21:18 main:574] : INFO : Epoch 1593 | loss: 0.0311787 | val_loss: 0.0311826 | Time: 2069.66 ms [2021-03-05 08:21:20 main:574] : INFO : Epoch 1594 | loss: 0.0311759 | val_loss: 0.031183 | Time: 2013.72 ms [2021-03-05 08:21:23 main:574] : INFO : Epoch 1595 | loss: 0.0311786 | val_loss: 0.0311837 | Time: 2017.8 ms [2021-03-05 08:21:25 main:574] : INFO : Epoch 1596 | loss: 0.0311761 | val_loss: 0.0311822 | Time: 2050.63 ms [2021-03-05 08:21:27 main:574] : INFO : Epoch 1597 | loss: 0.0311768 | val_loss: 0.0311816 | Time: 2007 ms [2021-03-05 08:21:29 main:574] : INFO : Epoch 1598 | loss: 0.0311755 | val_loss: 0.0311817 | Time: 2013.99 ms [2021-03-05 08:21:31 main:574] : INFO : Epoch 1599 | loss: 0.0311745 | val_loss: 0.0311874 | Time: 2076.46 ms [2021-03-05 08:21:33 main:574] : INFO : Epoch 1600 | loss: 0.0311737 | val_loss: 0.0311836 | Time: 2042.12 ms [2021-03-05 08:21:35 main:574] : INFO : Epoch 1601 | loss: 0.0311725 | val_loss: 0.0311868 | Time: 2033.28 ms [2021-03-05 08:21:37 main:574] : INFO : Epoch 1602 | loss: 0.0311741 | val_loss: 0.0311832 | Time: 2037.27 ms [2021-03-05 08:21:39 main:574] : INFO : Epoch 1603 | loss: 0.0311726 | val_loss: 0.0311837 | Time: 2066.81 ms [2021-03-05 08:21:42 main:574] : INFO : Epoch 1604 | loss: 0.0311714 | val_loss: 0.0311821 | Time: 2037.16 ms [2021-03-05 08:21:44 main:574] : INFO : Epoch 1605 | loss: 0.0311734 | val_loss: 0.0311931 | Time: 2029.34 ms [2021-03-05 08:21:46 main:574] : INFO : Epoch 1606 | loss: 0.0311757 | val_loss: 0.0311833 | Time: 2083.63 ms [2021-03-05 08:21:48 main:574] : INFO : Epoch 1607 | loss: 0.0311729 | val_loss: 0.0311853 | Time: 2025.15 ms [2021-03-05 08:21:50 main:574] : INFO : Epoch 1608 | loss: 0.0311724 | val_loss: 0.0311812 | Time: 2012.5 ms [2021-03-05 08:21:52 main:574] : INFO : Epoch 1609 | loss: 0.0311725 | val_loss: 0.0311823 | Time: 2033.3 ms [2021-03-05 08:21:54 main:574] : INFO : Epoch 1610 | loss: 0.0311746 | val_loss: 0.0311845 | Time: 2024.64 ms [2021-03-05 08:21:56 main:574] : INFO : Epoch 1611 | loss: 0.0311744 | val_loss: 0.0311831 | Time: 2016.22 ms [2021-03-05 08:21:58 main:574] : INFO : Epoch 1612 | loss: 0.0311756 | val_loss: 0.0311884 | Time: 2030.79 ms [2021-03-05 08:22:01 main:574] : INFO : Epoch 1613 | loss: 0.0311753 | val_loss: 0.0311842 | Time: 2076.4 ms [2021-03-05 08:22:03 main:574] : INFO : Epoch 1614 | loss: 0.031175 | val_loss: 0.0311846 | Time: 2022.74 ms [2021-03-05 08:22:05 main:574] : INFO : Epoch 1615 | loss: 0.0311746 | val_loss: 0.0311831 | Time: 2019.77 ms [2021-03-05 08:22:07 main:574] : INFO : Epoch 1616 | loss: 0.0311751 | val_loss: 0.0311822 | Time: 2067.71 ms [2021-03-05 08:22:09 main:574] : INFO : Epoch 1617 | loss: 0.031174 | val_loss: 0.0311839 | Time: 2027.1 ms [2021-03-05 08:22:11 main:574] : INFO : Epoch 1618 | loss: 0.0311728 | val_loss: 0.0311825 | Time: 2016.68 ms [2021-03-05 08:22:13 main:574] : INFO : Epoch 1619 | loss: 0.0311725 | val_loss: 0.0311808 | Time: 2039.18 ms [2021-03-05 08:22:15 main:574] : INFO : Epoch 1620 | loss: 0.0311727 | val_loss: 0.0311814 | Time: 2052.95 ms [2021-03-05 08:22:17 main:574] : INFO : Epoch 1621 | loss: 0.0311723 | val_loss: 0.0311821 | Time: 2028.32 ms [2021-03-05 08:22:20 main:574] : INFO : Epoch 1622 | loss: 0.0311719 | val_loss: 0.0311811 | Time: 2026.43 ms [2021-03-05 08:22:22 main:574] : INFO : Epoch 1623 | loss: 0.031174 | val_loss: 0.0311826 | Time: 2061.23 ms [2021-03-05 08:22:24 main:574] : INFO : Epoch 1624 | loss: 0.0311727 | val_loss: 0.0311843 | Time: 2025.06 ms [2021-03-05 08:22:26 main:574] : INFO : Epoch 1625 | loss: 0.0311727 | val_loss: 0.0311813 | Time: 2042.15 ms [2021-03-05 08:22:28 main:574] : INFO : Epoch 1626 | loss: 0.0311727 | val_loss: 0.0311827 | Time: 2047.75 ms [2021-03-05 08:22:30 main:574] : INFO : Epoch 1627 | loss: 0.0311712 | val_loss: 0.031185 | Time: 2039.29 ms [2021-03-05 08:22:32 main:574] : INFO : Epoch 1628 | loss: 0.0311744 | val_loss: 0.0311888 | Time: 2023.38 ms [2021-03-05 08:22:34 main:574] : INFO : Epoch 1629 | loss: 0.0311746 | val_loss: 0.0311825 | Time: 2038.99 ms [2021-03-05 08:22:37 main:574] : INFO : Epoch 1630 | loss: 0.0311749 | val_loss: 0.0311887 | Time: 2020.8 ms [2021-03-05 08:22:39 main:574] : INFO : Epoch 1631 | loss: 0.0311756 | val_loss: 0.0311841 | Time: 2031.71 ms [2021-03-05 08:22:41 main:574] : INFO : Epoch 1632 | loss: 0.0311741 | val_loss: 0.0311838 | Time: 2013 ms [2021-03-05 08:22:43 main:574] : INFO : Epoch 1633 | loss: 0.0311728 | val_loss: 0.0311829 | Time: 2059.91 ms [2021-03-05 08:22:45 main:574] : INFO : Epoch 1634 | loss: 0.0311717 | val_loss: 0.0311843 | Time: 2016.6 ms [2021-03-05 08:22:47 main:574] : INFO : Epoch 1635 | loss: 0.0311713 | val_loss: 0.0311839 | Time: 2025.49 ms [2021-03-05 08:22:49 main:574] : INFO : Epoch 1636 | loss: 0.0311729 | val_loss: 0.0311857 | Time: 2056.19 ms [2021-03-05 08:22:51 main:574] : INFO : Epoch 1637 | loss: 0.0311735 | val_loss: 0.0311835 | Time: 2041.83 ms [2021-03-05 08:22:53 main:574] : INFO : Epoch 1638 | loss: 0.0311732 | val_loss: 0.0311843 | Time: 2027.5 ms [2021-03-05 08:22:56 main:574] : INFO : Epoch 1639 | loss: 0.0311739 | val_loss: 0.0311835 | Time: 2026.33 ms [2021-03-05 08:22:58 main:574] : INFO : Epoch 1640 | loss: 0.0311741 | val_loss: 0.0311874 | Time: 2057.61 ms [2021-03-05 08:23:00 main:574] : INFO : Epoch 1641 | loss: 0.0311761 | val_loss: 0.0311841 | Time: 2017.28 ms [2021-03-05 08:23:02 main:574] : INFO : Epoch 1642 | loss: 0.0311746 | val_loss: 0.031187 | Time: 2023.99 ms [2021-03-05 08:23:04 main:574] : INFO : Epoch 1643 | loss: 0.0311732 | val_loss: 0.031184 | Time: 2034.52 ms [2021-03-05 08:23:06 main:574] : INFO : Epoch 1644 | loss: 0.0311736 | val_loss: 0.0311831 | Time: 2029.11 ms [2021-03-05 08:23:08 main:574] : INFO : Epoch 1645 | loss: 0.0311747 | val_loss: 0.0311832 | Time: 2029.9 ms [2021-03-05 08:23:10 main:574] : INFO : Epoch 1646 | loss: 0.0311731 | val_loss: 0.0311823 | Time: 2047.78 ms [2021-03-05 08:23:12 main:574] : INFO : Epoch 1647 | loss: 0.0311727 | val_loss: 0.0311824 | Time: 2041.9 ms [2021-03-05 08:23:15 main:574] : INFO : Epoch 1648 | loss: 0.0311736 | val_loss: 0.0311814 | Time: 2017.55 ms [2021-03-05 08:23:17 main:574] : INFO : Epoch 1649 | loss: 0.0311759 | val_loss: 0.031182 | Time: 2020.93 ms [2021-03-05 08:23:19 main:574] : INFO : Epoch 1650 | loss: 0.0311736 | val_loss: 0.0311815 | Time: 2034.91 ms [2021-03-05 08:23:21 main:574] : INFO : Epoch 1651 | loss: 0.0311735 | val_loss: 0.0311826 | Time: 2018.14 ms [2021-03-05 08:23:23 main:574] : INFO : Epoch 1652 | loss: 0.0311717 | val_loss: 0.031181 | Time: 2019.04 ms [2021-03-05 08:23:25 main:574] : INFO : Epoch 1653 | loss: 0.031173 | val_loss: 0.0311864 | Time: 2054.4 ms [2021-03-05 08:23:27 main:574] : INFO : Epoch 1654 | loss: 0.0311727 | val_loss: 0.0311836 | Time: 2028.71 ms [2021-03-05 08:23:29 main:574] : INFO : Epoch 1655 | loss: 0.0311718 | val_loss: 0.0311853 | Time: 2012.01 ms [2021-03-05 08:23:31 main:574] : INFO : Epoch 1656 | loss: 0.0311713 | val_loss: 0.0311819 | Time: 2036.28 ms [2021-03-05 08:23:34 main:574] : INFO : Epoch 1657 | loss: 0.0311718 | val_loss: 0.0311823 | Time: 2040.48 ms [2021-03-05 08:23:36 main:574] : INFO : Epoch 1658 | loss: 0.0311724 | val_loss: 0.0311857 | Time: 2025.62 ms [2021-03-05 08:23:38 main:574] : INFO : Epoch 1659 | loss: 0.0311714 | val_loss: 0.031184 | Time: 2030.59 ms [2021-03-05 08:23:40 main:574] : INFO : Epoch 1660 | loss: 0.0311781 | val_loss: 0.0311856 | Time: 2054.02 ms [2021-03-05 08:23:42 main:574] : INFO : Epoch 1661 | loss: 0.0311798 | val_loss: 0.031183 | Time: 2021.78 ms [2021-03-05 08:23:44 main:574] : INFO : Epoch 1662 | loss: 0.0311764 | val_loss: 0.0311827 | Time: 2014.48 ms [2021-03-05 08:23:46 main:574] : INFO : Epoch 1663 | loss: 0.0311747 | val_loss: 0.0311813 | Time: 2056.13 ms [2021-03-05 08:23:48 main:574] : INFO : Epoch 1664 | loss: 0.0311743 | val_loss: 0.0311818 | Time: 2029.36 ms [2021-03-05 08:23:50 main:574] : INFO : Epoch 1665 | loss: 0.0311743 | val_loss: 0.0311825 | Time: 2018.05 ms [2021-03-05 08:23:53 main:574] : INFO : Epoch 1666 | loss: 0.031175 | val_loss: 0.0311878 | Time: 2032.22 ms [2021-03-05 08:23:55 main:574] : INFO : Epoch 1667 | loss: 0.0311779 | val_loss: 0.031187 | Time: 2042.67 ms [2021-03-05 08:23:57 main:574] : INFO : Epoch 1668 | loss: 0.0312445 | val_loss: 0.0312717 | Time: 2017.52 ms [2021-03-05 08:23:59 main:574] : INFO : Epoch 1669 | loss: 0.0345283 | val_loss: 0.0372036 | Time: 2010.6 ms [2021-03-05 08:24:01 main:574] : INFO : Epoch 1670 | loss: 0.0332356 | val_loss: 0.0320848 | Time: 2031.51 ms [2021-03-05 08:24:03 main:574] : INFO : Epoch 1671 | loss: 0.0314803 | val_loss: 0.0313033 | Time: 2018.93 ms [2021-03-05 08:24:05 main:574] : INFO : Epoch 1672 | loss: 0.031257 | val_loss: 0.0312102 | Time: 2020.52 ms [2021-03-05 08:24:07 main:574] : INFO : Epoch 1673 | loss: 0.0312011 | val_loss: 0.0311918 | Time: 2020.69 ms [2021-03-05 08:24:09 main:574] : INFO : Epoch 1674 | loss: 0.0311858 | val_loss: 0.0311867 | Time: 2039.18 ms [2021-03-05 08:24:12 main:574] : INFO : Epoch 1675 | loss: 0.0311812 | val_loss: 0.0311842 | Time: 2015.1 ms [2021-03-05 08:24:14 main:574] : INFO : Epoch 1676 | loss: 0.0311795 | val_loss: 0.0311845 | Time: 2023.75 ms [2021-03-05 08:24:16 main:574] : INFO : Epoch 1677 | loss: 0.0311791 | val_loss: 0.0311832 | Time: 2063.77 ms [2021-03-05 08:24:18 main:574] : INFO : Epoch 1678 | loss: 0.0311774 | val_loss: 0.0311829 | Time: 2026.86 ms [2021-03-05 08:24:20 main:574] : INFO : Epoch 1679 | loss: 0.031176 | val_loss: 0.0311821 | Time: 2025.32 ms [2021-03-05 08:24:22 main:574] : INFO : Epoch 1680 | loss: 0.0311764 | val_loss: 0.0311823 | Time: 2053.75 ms [2021-03-05 08:24:24 main:574] : INFO : Epoch 1681 | loss: 0.0311757 | val_loss: 0.0311843 | Time: 2030.47 ms [2021-03-05 08:24:26 main:574] : INFO : Epoch 1682 | loss: 0.0311755 | val_loss: 0.0311827 | Time: 2011.16 ms [2021-03-05 08:24:29 main:574] : INFO : Epoch 1683 | loss: 0.0311747 | val_loss: 0.0311815 | Time: 2046.26 ms [2021-03-05 08:24:31 main:574] : INFO : Epoch 1684 | loss: 0.031174 | val_loss: 0.0311808 | Time: 2060.08 ms [2021-03-05 08:24:33 main:574] : INFO : Epoch 1685 | loss: 0.0311736 | val_loss: 0.0311827 | Time: 2018.5 ms [2021-03-05 08:24:35 main:574] : INFO : Epoch 1686 | loss: 0.0311743 | val_loss: 0.0311824 | Time: 2012.54 ms [2021-03-05 08:24:37 main:574] : INFO : Epoch 1687 | loss: 0.0311738 | val_loss: 0.0311811 | Time: 2079.48 ms [2021-03-05 08:24:39 main:574] : INFO : Epoch 1688 | loss: 0.0311737 | val_loss: 0.0311823 | Time: 2025.37 ms [2021-03-05 08:24:41 main:574] : INFO : Epoch 1689 | loss: 0.0311728 | val_loss: 0.0311812 | Time: 2047.11 ms [2021-03-05 08:24:43 main:574] : INFO : Epoch 1690 | loss: 0.031173 | val_loss: 0.0311809 | Time: 2060.25 ms [2021-03-05 08:24:46 main:574] : INFO : Epoch 1691 | loss: 0.0311726 | val_loss: 0.0311794 | Time: 2061.94 ms [2021-03-05 08:24:48 main:574] : INFO : Epoch 1692 | loss: 0.0311723 | val_loss: 0.0311793 | Time: 2020.76 ms [2021-03-05 08:24:50 main:574] : INFO : Epoch 1693 | loss: 0.0311728 | val_loss: 0.0311784 | Time: 2025.29 ms [2021-03-05 08:24:52 main:574] : INFO : Epoch 1694 | loss: 0.0311745 | val_loss: 0.0311806 | Time: 2063.76 ms [2021-03-05 08:24:54 main:574] : INFO : Epoch 1695 | loss: 0.0311746 | val_loss: 0.0311805 | Time: 2000.96 ms [2021-03-05 08:24:56 main:574] : INFO : Epoch 1696 | loss: 0.0311742 | val_loss: 0.0311826 | Time: 2008.16 ms [2021-03-05 08:24:58 main:574] : INFO : Epoch 1697 | loss: 0.031174 | val_loss: 0.0311798 | Time: 2058.95 ms [2021-03-05 08:25:00 main:574] : INFO : Epoch 1698 | loss: 0.0311737 | val_loss: 0.0311814 | Time: 2024.67 ms [2021-03-05 08:25:02 main:574] : INFO : Epoch 1699 | loss: 0.0311727 | val_loss: 0.0311804 | Time: 2029.32 ms [2021-03-05 08:25:04 main:574] : INFO : Epoch 1700 | loss: 0.0311736 | val_loss: 0.0311792 | Time: 2044.1 ms [2021-03-05 08:25:07 main:574] : INFO : Epoch 1701 | loss: 0.0311726 | val_loss: 0.0311793 | Time: 2036.6 ms [2021-03-05 08:25:09 main:574] : INFO : Epoch 1702 | loss: 0.0311737 | val_loss: 0.0311811 | Time: 2017.96 ms [2021-03-05 08:25:11 main:574] : INFO : Epoch 1703 | loss: 0.031173 | val_loss: 0.0311796 | Time: 2022.82 ms [2021-03-05 08:25:13 main:574] : INFO : Epoch 1704 | loss: 0.0311726 | val_loss: 0.031181 | Time: 2065.17 ms [2021-03-05 08:25:15 main:574] : INFO : Epoch 1705 | loss: 0.0311761 | val_loss: 0.0311791 | Time: 2036.49 ms [2021-03-05 08:25:17 main:574] : INFO : Epoch 1706 | loss: 0.0311751 | val_loss: 0.0311802 | Time: 2035.63 ms [2021-03-05 08:25:19 main:574] : INFO : Epoch 1707 | loss: 0.0311744 | val_loss: 0.031181 | Time: 2048.95 ms [2021-03-05 08:25:21 main:574] : INFO : Epoch 1708 | loss: 0.031174 | val_loss: 0.0311809 | Time: 2042.21 ms [2021-03-05 08:25:23 main:574] : INFO : Epoch 1709 | loss: 0.0311741 | val_loss: 0.0311835 | Time: 2021.75 ms [2021-03-05 08:25:26 main:574] : INFO : Epoch 1710 | loss: 0.0311728 | val_loss: 0.0311829 | Time: 2026.8 ms [2021-03-05 08:25:28 main:574] : INFO : Epoch 1711 | loss: 0.0311735 | val_loss: 0.031182 | Time: 2044.92 ms [2021-03-05 08:25:30 main:574] : INFO : Epoch 1712 | loss: 0.0311734 | val_loss: 0.0311824 | Time: 2019.77 ms [2021-03-05 08:25:32 main:574] : INFO : Epoch 1713 | loss: 0.0311731 | val_loss: 0.0311841 | Time: 2018.51 ms [2021-03-05 08:25:34 main:574] : INFO : Epoch 1714 | loss: 0.0311753 | val_loss: 0.0311816 | Time: 2049.55 ms [2021-03-05 08:25:36 main:574] : INFO : Epoch 1715 | loss: 0.0311737 | val_loss: 0.0311822 | Time: 2032.67 ms [2021-03-05 08:25:38 main:574] : INFO : Epoch 1716 | loss: 0.0311725 | val_loss: 0.0311824 | Time: 2015.07 ms [2021-03-05 08:25:40 main:574] : INFO : Epoch 1717 | loss: 0.0311733 | val_loss: 0.0311832 | Time: 2044.87 ms [2021-03-05 08:25:43 main:574] : INFO : Epoch 1718 | loss: 0.0311728 | val_loss: 0.031182 | Time: 2039.75 ms [2021-03-05 08:25:45 main:574] : INFO : Epoch 1719 | loss: 0.0311727 | val_loss: 0.0311822 | Time: 2009.2 ms [2021-03-05 08:25:47 main:574] : INFO : Epoch 1720 | loss: 0.0311726 | val_loss: 0.0311793 | Time: 2032.44 ms [2021-03-05 08:25:49 main:574] : INFO : Epoch 1721 | loss: 0.0311721 | val_loss: 0.0311814 | Time: 2039.08 ms [2021-03-05 08:25:51 main:574] : INFO : Epoch 1722 | loss: 0.0311727 | val_loss: 0.0311805 | Time: 2015.08 ms [2021-03-05 08:25:53 main:574] : INFO : Epoch 1723 | loss: 0.0311724 | val_loss: 0.0311809 | Time: 2036.43 ms [2021-03-05 08:25:55 main:574] : INFO : Epoch 1724 | loss: 0.0311719 | val_loss: 0.0311818 | Time: 2048.61 ms [2021-03-05 08:25:57 main:574] : INFO : Epoch 1725 | loss: 0.0311713 | val_loss: 0.0311808 | Time: 2020.88 ms [2021-03-05 08:25:59 main:574] : INFO : Epoch 1726 | loss: 0.0311706 | val_loss: 0.0311807 | Time: 2018.41 ms [2021-03-05 08:26:01 main:574] : INFO : Epoch 1727 | loss: 0.0311713 | val_loss: 0.0311805 | Time: 2047.41 ms [2021-03-05 08:26:04 main:574] : INFO : Epoch 1728 | loss: 0.031171 | val_loss: 0.031182 | Time: 2050.84 ms [2021-03-05 08:26:06 main:574] : INFO : Epoch 1729 | loss: 0.0311703 | val_loss: 0.0311805 | Time: 2017.05 ms [2021-03-05 08:26:08 main:574] : INFO : Epoch 1730 | loss: 0.0311716 | val_loss: 0.0311813 | Time: 2020.92 ms [2021-03-05 08:26:10 main:574] : INFO : Epoch 1731 | loss: 0.0311767 | val_loss: 0.0311815 | Time: 2120.11 ms [2021-03-05 08:26:12 main:574] : INFO : Epoch 1732 | loss: 0.0311777 | val_loss: 0.0311815 | Time: 2029.16 ms [2021-03-05 08:26:14 main:574] : INFO : Epoch 1733 | loss: 0.0311749 | val_loss: 0.0311799 | Time: 2018.48 ms [2021-03-05 08:26:16 main:574] : INFO : Epoch 1734 | loss: 0.0311747 | val_loss: 0.0311812 | Time: 2057.53 ms [2021-03-05 08:26:18 main:574] : INFO : Epoch 1735 | loss: 0.031175 | val_loss: 0.0311808 | Time: 2033.06 ms [2021-03-05 08:26:21 main:574] : INFO : Epoch 1736 | loss: 0.031175 | val_loss: 0.0311808 | Time: 2021.86 ms [2021-03-05 08:26:23 main:574] : INFO : Epoch 1737 | loss: 0.0311722 | val_loss: 0.0311834 | Time: 2041.71 ms [2021-03-05 08:26:25 main:574] : INFO : Epoch 1738 | loss: 0.0311758 | val_loss: 0.0311811 | Time: 2033.91 ms [2021-03-05 08:26:27 main:574] : INFO : Epoch 1739 | loss: 0.0311738 | val_loss: 0.0311809 | Time: 2009.03 ms [2021-03-05 08:26:29 main:574] : INFO : Epoch 1740 | loss: 0.0311719 | val_loss: 0.0311805 | Time: 2014.4 ms [2021-03-05 08:26:31 main:574] : INFO : Epoch 1741 | loss: 0.0311723 | val_loss: 0.0311804 | Time: 2065.87 ms [2021-03-05 08:26:33 main:574] : INFO : Epoch 1742 | loss: 0.0311711 | val_loss: 0.0311809 | Time: 2037.01 ms [2021-03-05 08:26:35 main:574] : INFO : Epoch 1743 | loss: 0.0311707 | val_loss: 0.0311812 | Time: 2031.39 ms [2021-03-05 08:26:37 main:574] : INFO : Epoch 1744 | loss: 0.0311716 | val_loss: 0.0311802 | Time: 2044.42 ms [2021-03-05 08:26:40 main:574] : INFO : Epoch 1745 | loss: 0.0311705 | val_loss: 0.0311809 | Time: 2031.33 ms [2021-03-05 08:26:42 main:574] : INFO : Epoch 1746 | loss: 0.0311709 | val_loss: 0.0311803 | Time: 2009.19 ms [2021-03-05 08:26:44 main:574] : INFO : Epoch 1747 | loss: 0.0311706 | val_loss: 0.0311817 | Time: 2032.96 ms [2021-03-05 08:26:46 main:574] : INFO : Epoch 1748 | loss: 0.031172 | val_loss: 0.0311812 | Time: 2053.14 ms [2021-03-05 08:26:48 main:574] : INFO : Epoch 1749 | loss: 0.0311711 | val_loss: 0.0311798 | Time: 2024.29 ms [2021-03-05 08:26:50 main:574] : INFO : Epoch 1750 | loss: 0.0311709 | val_loss: 0.0311803 | Time: 2021.93 ms [2021-03-05 08:26:52 main:574] : INFO : Epoch 1751 | loss: 0.0311719 | val_loss: 0.0311806 | Time: 2040.46 ms [2021-03-05 08:26:54 main:574] : INFO : Epoch 1752 | loss: 0.0311716 | val_loss: 0.0311804 | Time: 2023.57 ms [2021-03-05 08:26:56 main:574] : INFO : Epoch 1753 | loss: 0.0311731 | val_loss: 0.0311806 | Time: 2013.31 ms [2021-03-05 08:26:58 main:574] : INFO : Epoch 1754 | loss: 0.0311712 | val_loss: 0.0311807 | Time: 2064.29 ms [2021-03-05 08:27:01 main:574] : INFO : Epoch 1755 | loss: 0.0311722 | val_loss: 0.0311821 | Time: 2064.31 ms [2021-03-05 08:27:03 main:574] : INFO : Epoch 1756 | loss: 0.0311715 | val_loss: 0.03118 | Time: 2056.96 ms [2021-03-05 08:27:05 main:574] : INFO : Epoch 1757 | loss: 0.0311719 | val_loss: 0.0311799 | Time: 2031.93 ms [2021-03-05 08:27:07 main:574] : INFO : Epoch 1758 | loss: 0.0311712 | val_loss: 0.0311828 | Time: 2047.64 ms [2021-03-05 08:27:09 main:574] : INFO : Epoch 1759 | loss: 0.0311735 | val_loss: 0.031181 | Time: 2015.15 ms [2021-03-05 08:27:11 main:574] : INFO : Epoch 1760 | loss: 0.0311739 | val_loss: 0.0311794 | Time: 2018.2 ms [2021-03-05 08:27:13 main:574] : INFO : Epoch 1761 | loss: 0.0311729 | val_loss: 0.0311808 | Time: 2035.37 ms [2021-03-05 08:27:15 main:574] : INFO : Epoch 1762 | loss: 0.0311721 | val_loss: 0.0311805 | Time: 2023.87 ms [2021-03-05 08:27:18 main:574] : INFO : Epoch 1763 | loss: 0.0311718 | val_loss: 0.031182 | Time: 2016.22 ms [2021-03-05 08:27:20 main:574] : INFO : Epoch 1764 | loss: 0.0311728 | val_loss: 0.0311784 | Time: 2038.46 ms [2021-03-05 08:27:22 main:574] : INFO : Epoch 1765 | loss: 0.0311723 | val_loss: 0.0311807 | Time: 2046.27 ms [2021-03-05 08:27:24 main:574] : INFO : Epoch 1766 | loss: 0.0311714 | val_loss: 0.031181 | Time: 2022.81 ms [2021-03-05 08:27:26 main:574] : INFO : Epoch 1767 | loss: 0.0311718 | val_loss: 0.0311795 | Time: 2050.07 ms [2021-03-05 08:27:28 main:574] : INFO : Epoch 1768 | loss: 0.0311711 | val_loss: 0.0311796 | Time: 2041.74 ms [2021-03-05 08:27:30 main:574] : INFO : Epoch 1769 | loss: 0.0311716 | val_loss: 0.0311811 | Time: 2045.8 ms [2021-03-05 08:27:32 main:574] : INFO : Epoch 1770 | loss: 0.0311718 | val_loss: 0.0311837 | Time: 2019.62 ms [2021-03-05 08:27:34 main:574] : INFO : Epoch 1771 | loss: 0.0311732 | val_loss: 0.0311809 | Time: 2034.31 ms [2021-03-05 08:27:37 main:574] : INFO : Epoch 1772 | loss: 0.031171 | val_loss: 0.0311809 | Time: 2005.4 ms [2021-03-05 08:27:39 main:574] : INFO : Epoch 1773 | loss: 0.0311707 | val_loss: 0.0311794 | Time: 2010.64 ms [2021-03-05 08:27:41 main:574] : INFO : Epoch 1774 | loss: 0.0311709 | val_loss: 0.0311818 | Time: 2038.7 ms [2021-03-05 08:27:43 main:574] : INFO : Epoch 1775 | loss: 0.0311718 | val_loss: 0.0311809 | Time: 2045.89 ms [2021-03-05 08:27:45 main:574] : INFO : Epoch 1776 | loss: 0.0311701 | val_loss: 0.0311797 | Time: 2014.91 ms [2021-03-05 08:27:47 main:574] : INFO : Epoch 1777 | loss: 0.0311702 | val_loss: 0.0311868 | Time: 2018.51 ms [2021-03-05 08:27:49 main:574] : INFO : Epoch 1778 | loss: 0.0311738 | val_loss: 0.0311813 | Time: 2058.92 ms [2021-03-05 08:27:52 main:574] : INFO : Epoch 1779 | loss: 0.0311717 | val_loss: 0.0311813 | Time: 2017 ms [2021-03-05 08:27:54 main:574] : INFO : Epoch 1780 | loss: 0.0311704 | val_loss: 0.0311814 | Time: 2026.39 ms [2021-03-05 08:27:56 main:574] : INFO : Epoch 1781 | loss: 0.0311702 | val_loss: 0.0311786 | Time: 2063.87 ms [2021-03-05 08:27:58 main:574] : INFO : Epoch 1782 | loss: 0.0311699 | val_loss: 0.0311818 | Time: 2055.25 ms [2021-03-05 08:28:00 main:574] : INFO : Epoch 1783 | loss: 0.0311704 | val_loss: 0.0311812 | Time: 2016.27 ms [2021-03-05 08:28:02 main:574] : INFO : Epoch 1784 | loss: 0.0311698 | val_loss: 0.0311804 | Time: 2028.68 ms [2021-03-05 08:28:04 main:574] : INFO : Epoch 1785 | loss: 0.0311777 | val_loss: 0.0311985 | Time: 2033.95 ms [2021-03-05 08:28:06 main:574] : INFO : Epoch 1786 | loss: 0.0311833 | val_loss: 0.0311856 | Time: 2028.02 ms [2021-03-05 08:28:08 main:574] : INFO : Epoch 1787 | loss: 0.03118 | val_loss: 0.0311845 | Time: 2029.88 ms [2021-03-05 08:28:11 main:574] : INFO : Epoch 1788 | loss: 0.031178 | val_loss: 0.0311848 | Time: 2051.28 ms [2021-03-05 08:28:13 main:574] : INFO : Epoch 1789 | loss: 0.031178 | val_loss: 0.0311843 | Time: 2019.8 ms [2021-03-05 08:28:15 main:574] : INFO : Epoch 1790 | loss: 0.0311751 | val_loss: 0.0311814 | Time: 2016.39 ms [2021-03-05 08:28:17 main:574] : INFO : Epoch 1791 | loss: 0.0311766 | val_loss: 0.0311854 | Time: 2039.95 ms [2021-03-05 08:28:19 main:574] : INFO : Epoch 1792 | loss: 0.0311751 | val_loss: 0.0311814 | Time: 2037.11 ms [2021-03-05 08:28:21 main:574] : INFO : Epoch 1793 | loss: 0.031175 | val_loss: 0.0311818 | Time: 2026.13 ms [2021-03-05 08:28:23 main:574] : INFO : Epoch 1794 | loss: 0.0311732 | val_loss: 0.0311804 | Time: 2046.5 ms [2021-03-05 08:28:25 main:574] : INFO : Epoch 1795 | loss: 0.031173 | val_loss: 0.0311815 | Time: 2071.74 ms [2021-03-05 08:28:27 main:574] : INFO : Epoch 1796 | loss: 0.0311749 | val_loss: 0.0311823 | Time: 2018.22 ms [2021-03-05 08:28:30 main:574] : INFO : Epoch 1797 | loss: 0.031175 | val_loss: 0.0311851 | Time: 2021.38 ms [2021-03-05 08:28:32 main:574] : INFO : Epoch 1798 | loss: 0.0311755 | val_loss: 0.0311826 | Time: 2040.68 ms [2021-03-05 08:28:34 main:574] : INFO : Epoch 1799 | loss: 0.0311729 | val_loss: 0.0311844 | Time: 2025.75 ms [2021-03-05 08:28:36 main:574] : INFO : Epoch 1800 | loss: 0.0311739 | val_loss: 0.0311821 | Time: 2022.29 ms [2021-03-05 08:28:38 main:574] : INFO : Epoch 1801 | loss: 0.0311732 | val_loss: 0.03118 | Time: 2035.15 ms [2021-03-05 08:28:40 main:574] : INFO : Epoch 1802 | loss: 0.0311737 | val_loss: 0.03118 | Time: 2029.8 ms [2021-03-05 08:28:42 main:574] : INFO : Epoch 1803 | loss: 0.0311729 | val_loss: 0.0311789 | Time: 2034.17 ms [2021-03-05 08:28:44 main:574] : INFO : Epoch 1804 | loss: 0.0311708 | val_loss: 0.0311795 | Time: 2050.17 ms [2021-03-05 08:28:46 main:574] : INFO : Epoch 1805 | loss: 0.0311728 | val_loss: 0.0311822 | Time: 2068.85 ms [2021-03-05 08:28:49 main:574] : INFO : Epoch 1806 | loss: 0.0311726 | val_loss: 0.0311794 | Time: 2021.91 ms [2021-03-05 08:28:51 main:574] : INFO : Epoch 1807 | loss: 0.0311725 | val_loss: 0.0311834 | Time: 2012.23 ms [2021-03-05 08:28:53 main:574] : INFO : Epoch 1808 | loss: 0.0311737 | val_loss: 0.0311789 | Time: 2054.29 ms [2021-03-05 08:28:55 main:574] : INFO : Epoch 1809 | loss: 0.031171 | val_loss: 0.0311793 | Time: 2027.72 ms [2021-03-05 08:28:57 main:574] : INFO : Epoch 1810 | loss: 0.0311748 | val_loss: 0.0311822 | Time: 2014.99 ms [2021-03-05 08:28:59 main:574] : INFO : Epoch 1811 | loss: 0.0311739 | val_loss: 0.0311827 | Time: 2058.85 ms [2021-03-05 08:29:01 main:574] : INFO : Epoch 1812 | loss: 0.031172 | val_loss: 0.0311814 | Time: 2067.97 ms [2021-03-05 08:29:03 main:574] : INFO : Epoch 1813 | loss: 0.0311732 | val_loss: 0.0311795 | Time: 2023.75 ms [2021-03-05 08:29:06 main:574] : INFO : Epoch 1814 | loss: 0.031175 | val_loss: 0.0311833 | Time: 2029.28 ms [2021-03-05 08:29:08 main:574] : INFO : Epoch 1815 | loss: 0.031173 | val_loss: 0.0311793 | Time: 2063.51 ms [2021-03-05 08:29:10 main:574] : INFO : Epoch 1816 | loss: 0.031173 | val_loss: 0.0311786 | Time: 2019.8 ms [2021-03-05 08:29:12 main:574] : INFO : Epoch 1817 | loss: 0.0311734 | val_loss: 0.0311799 | Time: 2048.65 ms [2021-03-05 08:29:14 main:574] : INFO : Epoch 1818 | loss: 0.0311724 | val_loss: 0.0311791 | Time: 2063.03 ms [2021-03-05 08:29:16 main:574] : INFO : Epoch 1819 | loss: 0.0311712 | val_loss: 0.0311777 | Time: 2024.63 ms [2021-03-05 08:29:18 main:574] : INFO : Epoch 1820 | loss: 0.031171 | val_loss: 0.0311805 | Time: 2033.04 ms [2021-03-05 08:29:20 main:574] : INFO : Epoch 1821 | loss: 0.0311713 | val_loss: 0.0311792 | Time: 2051.65 ms [2021-03-05 08:29:23 main:574] : INFO : Epoch 1822 | loss: 0.0311743 | val_loss: 0.0311822 | Time: 2045.42 ms [2021-03-05 08:29:25 main:574] : INFO : Epoch 1823 | loss: 0.0311736 | val_loss: 0.0311792 | Time: 2022.79 ms [2021-03-05 08:29:27 main:574] : INFO : Epoch 1824 | loss: 0.0311731 | val_loss: 0.0311807 | Time: 2025.86 ms [2021-03-05 08:29:29 main:574] : INFO : Epoch 1825 | loss: 0.0311749 | val_loss: 0.0311871 | Time: 2036.37 ms [2021-03-05 08:29:31 main:574] : INFO : Epoch 1826 | loss: 0.0311748 | val_loss: 0.031181 | Time: 2021.86 ms [2021-03-05 08:29:33 main:574] : INFO : Epoch 1827 | loss: 0.0311729 | val_loss: 0.0311788 | Time: 2011.01 ms [2021-03-05 08:29:35 main:574] : INFO : Epoch 1828 | loss: 0.0311724 | val_loss: 0.0311787 | Time: 2046.24 ms [2021-03-05 08:29:37 main:574] : INFO : Epoch 1829 | loss: 0.0311721 | val_loss: 0.031179 | Time: 2027.7 ms [2021-03-05 08:29:39 main:574] : INFO : Epoch 1830 | loss: 0.0311717 | val_loss: 0.0311803 | Time: 2012.28 ms [2021-03-05 08:29:41 main:574] : INFO : Epoch 1831 | loss: 0.0311709 | val_loss: 0.0311785 | Time: 2024.1 ms [2021-03-05 08:29:44 main:574] : INFO : Epoch 1832 | loss: 0.0311725 | val_loss: 0.0311789 | Time: 2050.09 ms [2021-03-05 08:29:46 main:574] : INFO : Epoch 1833 | loss: 0.0311708 | val_loss: 0.0311776 | Time: 2029.96 ms [2021-03-05 08:29:48 main:574] : INFO : Epoch 1834 | loss: 0.0311714 | val_loss: 0.0311807 | Time: 2023.39 ms [2021-03-05 08:29:50 main:574] : INFO : Epoch 1835 | loss: 0.0311716 | val_loss: 0.0311797 | Time: 2063.56 ms [2021-03-05 08:29:52 main:574] : INFO : Epoch 1836 | loss: 0.0311719 | val_loss: 0.0311818 | Time: 2032.29 ms [2021-03-05 08:29:54 main:574] : INFO : Epoch 1837 | loss: 0.0311729 | val_loss: 0.0311796 | Time: 2023.92 ms [2021-03-05 08:29:56 main:574] : INFO : Epoch 1838 | loss: 0.0311706 | val_loss: 0.0311782 | Time: 2052.2 ms [2021-03-05 08:29:58 main:574] : INFO : Epoch 1839 | loss: 0.0311696 | val_loss: 0.0311771 | Time: 2045.69 ms [2021-03-05 08:30:00 main:574] : INFO : Epoch 1840 | loss: 0.0311703 | val_loss: 0.0311804 | Time: 2022.35 ms [2021-03-05 08:30:03 main:574] : INFO : Epoch 1841 | loss: 0.0311707 | val_loss: 0.0311793 | Time: 2024.51 ms [2021-03-05 08:30:05 main:574] : INFO : Epoch 1842 | loss: 0.03117 | val_loss: 0.031184 | Time: 2061.47 ms [2021-03-05 08:30:07 main:574] : INFO : Epoch 1843 | loss: 0.0311736 | val_loss: 0.031182 | Time: 2023.5 ms [2021-03-05 08:30:09 main:574] : INFO : Epoch 1844 | loss: 0.0311737 | val_loss: 0.0311816 | Time: 2030.64 ms [2021-03-05 08:30:11 main:574] : INFO : Epoch 1845 | loss: 0.031173 | val_loss: 0.0311802 | Time: 2034.73 ms [2021-03-05 08:30:13 main:574] : INFO : Epoch 1846 | loss: 0.031171 | val_loss: 0.0311806 | Time: 2036.83 ms [2021-03-05 08:30:15 main:574] : INFO : Epoch 1847 | loss: 0.0311725 | val_loss: 0.0311824 | Time: 2023.88 ms [2021-03-05 08:30:17 main:574] : INFO : Epoch 1848 | loss: 0.0311722 | val_loss: 0.0311814 | Time: 2024.81 ms [2021-03-05 08:30:20 main:574] : INFO : Epoch 1849 | loss: 0.0311707 | val_loss: 0.0311808 | Time: 2065.57 ms [2021-03-05 08:30:22 main:574] : INFO : Epoch 1850 | loss: 0.0311697 | val_loss: 0.0311841 | Time: 2016.16 ms [2021-03-05 08:30:24 main:574] : INFO : Epoch 1851 | loss: 0.03117 | val_loss: 0.0311813 | Time: 2033.1 ms [2021-03-05 08:30:26 main:574] : INFO : Epoch 1852 | loss: 0.0311692 | val_loss: 0.0311808 | Time: 2048.48 ms [2021-03-05 08:30:28 main:574] : INFO : Epoch 1853 | loss: 0.0311688 | val_loss: 0.0311833 | Time: 2011.35 ms [2021-03-05 08:30:30 main:574] : INFO : Epoch 1854 | loss: 0.031169 | val_loss: 0.0311835 | Time: 2022.26 ms [2021-03-05 08:30:32 main:574] : INFO : Epoch 1855 | loss: 0.0311716 | val_loss: 0.0311824 | Time: 2060.66 ms [2021-03-05 08:30:34 main:574] : INFO : Epoch 1856 | loss: 0.0311705 | val_loss: 0.0311834 | Time: 2030.28 ms [2021-03-05 08:30:36 main:574] : INFO : Epoch 1857 | loss: 0.0311704 | val_loss: 0.0311835 | Time: 2094.12 ms [2021-03-05 08:30:39 main:574] : INFO : Epoch 1858 | loss: 0.0311711 | val_loss: 0.0311809 | Time: 2028.01 ms [2021-03-05 08:30:41 main:574] : INFO : Epoch 1859 | loss: 0.0311712 | val_loss: 0.0311941 | Time: 2073.18 ms [2021-03-05 08:30:43 main:574] : INFO : Epoch 1860 | loss: 0.0311781 | val_loss: 0.0311801 | Time: 2033.76 ms [2021-03-05 08:30:45 main:574] : INFO : Epoch 1861 | loss: 0.0311732 | val_loss: 0.0311809 | Time: 2042 ms [2021-03-05 08:30:47 main:574] : INFO : Epoch 1862 | loss: 0.0311742 | val_loss: 0.0311801 | Time: 2079.19 ms [2021-03-05 08:30:49 main:574] : INFO : Epoch 1863 | loss: 0.0311729 | val_loss: 0.0311892 | Time: 2039.08 ms [2021-03-05 08:30:51 main:574] : INFO : Epoch 1864 | loss: 0.0311711 | val_loss: 0.0311833 | Time: 2032.47 ms [2021-03-05 08:30:54 main:574] : INFO : Epoch 1865 | loss: 0.0311702 | val_loss: 0.0311813 | Time: 2043.6 ms [2021-03-05 08:30:56 main:574] : INFO : Epoch 1866 | loss: 0.0311686 | val_loss: 0.0311787 | Time: 2057.49 ms [2021-03-05 08:30:58 main:574] : INFO : Epoch 1867 | loss: 0.0311693 | val_loss: 0.0311802 | Time: 2016.95 ms [2021-03-05 08:31:00 main:574] : INFO : Epoch 1868 | loss: 0.0311681 | val_loss: 0.0311798 | Time: 2022.61 ms [2021-03-05 08:31:02 main:574] : INFO : Epoch 1869 | loss: 0.0311673 | val_loss: 0.0311816 | Time: 2047.37 ms [2021-03-05 08:31:04 main:574] : INFO : Epoch 1870 | loss: 0.0311677 | val_loss: 0.0311812 | Time: 2024.42 ms [2021-03-05 08:31:06 main:574] : INFO : Epoch 1871 | loss: 0.0311694 | val_loss: 0.0311854 | Time: 2035.18 ms [2021-03-05 08:31:08 main:574] : INFO : Epoch 1872 | loss: 0.0311704 | val_loss: 0.0311825 | Time: 2039.34 ms [2021-03-05 08:31:10 main:574] : INFO : Epoch 1873 | loss: 0.031171 | val_loss: 0.0311805 | Time: 2053.29 ms [2021-03-05 08:31:13 main:574] : INFO : Epoch 1874 | loss: 0.0311702 | val_loss: 0.0311821 | Time: 2027.38 ms [2021-03-05 08:31:15 main:574] : INFO : Epoch 1875 | loss: 0.0311703 | val_loss: 0.0311799 | Time: 2022.35 ms [2021-03-05 08:31:17 main:574] : INFO : Epoch 1876 | loss: 0.0311687 | val_loss: 0.0311842 | Time: 2042.18 ms [2021-03-05 08:31:19 main:574] : INFO : Epoch 1877 | loss: 0.031173 | val_loss: 0.0311816 | Time: 2029.86 ms [2021-03-05 08:31:21 main:574] : INFO : Epoch 1878 | loss: 0.0311703 | val_loss: 0.031182 | Time: 2018.09 ms [2021-03-05 08:31:23 main:574] : INFO : Epoch 1879 | loss: 0.0311705 | val_loss: 0.0311802 | Time: 2075.29 ms [2021-03-05 08:31:25 main:574] : INFO : Epoch 1880 | loss: 0.0311699 | val_loss: 0.0311806 | Time: 2013.06 ms [2021-03-05 08:31:27 main:574] : INFO : Epoch 1881 | loss: 0.0311731 | val_loss: 0.0311799 | Time: 2055.19 ms [2021-03-05 08:31:29 main:574] : INFO : Epoch 1882 | loss: 0.0311707 | val_loss: 0.031182 | Time: 2057.94 ms [2021-03-05 08:31:31 main:574] : INFO : Epoch 1883 | loss: 0.0311704 | val_loss: 0.0311848 | Time: 2027.41 ms [2021-03-05 08:31:34 main:574] : INFO : Epoch 1884 | loss: 0.0311702 | val_loss: 0.0311831 | Time: 2013.53 ms [2021-03-05 08:31:36 main:574] : INFO : Epoch 1885 | loss: 0.031169 | val_loss: 0.0311831 | Time: 2057.09 ms [2021-03-05 08:31:38 main:574] : INFO : Epoch 1886 | loss: 0.0311699 | val_loss: 0.031182 | Time: 2085.27 ms [2021-03-05 08:31:40 main:574] : INFO : Epoch 1887 | loss: 0.0311705 | val_loss: 0.0311807 | Time: 2048.91 ms [2021-03-05 08:31:42 main:574] : INFO : Epoch 1888 | loss: 0.0311691 | val_loss: 0.0311817 | Time: 2024.13 ms [2021-03-05 08:31:44 main:574] : INFO : Epoch 1889 | loss: 0.031169 | val_loss: 0.0311828 | Time: 2058.68 ms [2021-03-05 08:31:46 main:574] : INFO : Epoch 1890 | loss: 0.0311677 | val_loss: 0.0311807 | Time: 2056.15 ms [2021-03-05 08:31:49 main:574] : INFO : Epoch 1891 | loss: 0.0311686 | val_loss: 0.0311775 | Time: 2016.9 ms [2021-03-05 08:31:51 main:574] : INFO : Epoch 1892 | loss: 0.0311694 | val_loss: 0.0311781 | Time: 2036.28 ms [2021-03-05 08:31:53 main:574] : INFO : Epoch 1893 | loss: 0.0311691 | val_loss: 0.0311821 | Time: 2042.99 ms [2021-03-05 08:31:55 main:574] : INFO : Epoch 1894 | loss: 0.0311688 | val_loss: 0.03118 | Time: 2029.39 ms [2021-03-05 08:31:57 main:574] : INFO : Epoch 1895 | loss: 0.0311688 | val_loss: 0.0311822 | Time: 2007.6 ms [2021-03-05 08:31:59 main:574] : INFO : Epoch 1896 | loss: 0.0311689 | val_loss: 0.0311807 | Time: 2068.95 ms [2021-03-05 08:32:01 main:574] : INFO : Epoch 1897 | loss: 0.0311677 | val_loss: 0.0311813 | Time: 2031.63 ms [2021-03-05 08:32:03 main:574] : INFO : Epoch 1898 | loss: 0.0311675 | val_loss: 0.0311812 | Time: 2054.67 ms [2021-03-05 08:32:06 main:574] : INFO : Epoch 1899 | loss: 0.0311687 | val_loss: 0.0311802 | Time: 2076.08 ms [2021-03-05 08:32:08 main:574] : INFO : Epoch 1900 | loss: 0.031168 | val_loss: 0.0311815 | Time: 2025.26 ms [2021-03-05 08:32:10 main:574] : INFO : Epoch 1901 | loss: 0.0311685 | val_loss: 0.0311815 | Time: 2031.04 ms [2021-03-05 08:32:12 main:574] : INFO : Epoch 1902 | loss: 0.0311697 | val_loss: 0.0311828 | Time: 2027.51 ms [2021-03-05 08:32:14 main:574] : INFO : Epoch 1903 | loss: 0.0311687 | val_loss: 0.0311808 | Time: 2026.63 ms [2021-03-05 08:32:16 main:574] : INFO : Epoch 1904 | loss: 0.0311711 | val_loss: 0.0311834 | Time: 2015.93 ms [2021-03-05 08:32:18 main:574] : INFO : Epoch 1905 | loss: 0.0311708 | val_loss: 0.0311818 | Time: 2038.34 ms [2021-03-05 08:32:20 main:574] : INFO : Epoch 1906 | loss: 0.0311689 | val_loss: 0.0311801 | Time: 2040.31 ms [2021-03-05 08:32:22 main:574] : INFO : Epoch 1907 | loss: 0.0311685 | val_loss: 0.0311798 | Time: 2016.54 ms [2021-03-05 08:32:25 main:574] : INFO : Epoch 1908 | loss: 0.0311689 | val_loss: 0.0311801 | Time: 2020.53 ms [2021-03-05 08:32:27 main:574] : INFO : Epoch 1909 | loss: 0.0311694 | val_loss: 0.0311827 | Time: 2056.63 ms [2021-03-05 08:32:29 main:574] : INFO : Epoch 1910 | loss: 0.0311719 | val_loss: 0.0311815 | Time: 2025.18 ms [2021-03-05 08:32:31 main:574] : INFO : Epoch 1911 | loss: 0.0311689 | val_loss: 0.0311804 | Time: 2024.02 ms [2021-03-05 08:32:33 main:574] : INFO : Epoch 1912 | loss: 0.0311673 | val_loss: 0.0311817 | Time: 2023.23 ms [2021-03-05 08:32:35 main:574] : INFO : Epoch 1913 | loss: 0.0311669 | val_loss: 0.0311817 | Time: 2046.03 ms [2021-03-05 08:32:37 main:574] : INFO : Epoch 1914 | loss: 0.0311684 | val_loss: 0.0311863 | Time: 2040.52 ms [2021-03-05 08:32:39 main:574] : INFO : Epoch 1915 | loss: 0.0311688 | val_loss: 0.0311807 | Time: 2020.34 ms [2021-03-05 08:32:41 main:574] : INFO : Epoch 1916 | loss: 0.0311689 | val_loss: 0.0311821 | Time: 2053.02 ms [2021-03-05 08:32:44 main:574] : INFO : Epoch 1917 | loss: 0.0311685 | val_loss: 0.0311833 | Time: 2008.73 ms [2021-03-05 08:32:46 main:574] : INFO : Epoch 1918 | loss: 0.0311694 | val_loss: 0.0311813 | Time: 2041.65 ms [2021-03-05 08:32:48 main:574] : INFO : Epoch 1919 | loss: 0.0311689 | val_loss: 0.0311801 | Time: 2044.88 ms [2021-03-05 08:32:50 main:574] : INFO : Epoch 1920 | loss: 0.0311692 | val_loss: 0.0311832 | Time: 2038.36 ms [2021-03-05 08:32:52 main:574] : INFO : Epoch 1921 | loss: 0.0311693 | val_loss: 0.0311815 | Time: 2050.54 ms [2021-03-05 08:32:54 main:574] : INFO : Epoch 1922 | loss: 0.0311682 | val_loss: 0.0311849 | Time: 2034.1 ms [2021-03-05 08:32:56 main:574] : INFO : Epoch 1923 | loss: 0.0311684 | val_loss: 0.0311894 | Time: 2047.93 ms [2021-03-05 08:32:58 main:574] : INFO : Epoch 1924 | loss: 0.0311692 | val_loss: 0.0311829 | Time: 2017.5 ms [2021-03-05 08:33:00 main:574] : INFO : Epoch 1925 | loss: 0.0311704 | val_loss: 0.0311828 | Time: 2023.97 ms [2021-03-05 08:33:03 main:574] : INFO : Epoch 1926 | loss: 0.0311699 | val_loss: 0.031181 | Time: 2048.26 ms [2021-03-05 08:33:05 main:574] : INFO : Epoch 1927 | loss: 0.0311684 | val_loss: 0.0311805 | Time: 2028.88 ms [2021-03-05 08:33:07 main:574] : INFO : Epoch 1928 | loss: 0.0311685 | val_loss: 0.031182 | Time: 2014.8 ms [2021-03-05 08:33:09 main:574] : INFO : Epoch 1929 | loss: 0.0311682 | val_loss: 0.031189 | Time: 2058.91 ms [2021-03-05 08:33:11 main:574] : INFO : Epoch 1930 | loss: 0.0311678 | val_loss: 0.0311819 | Time: 2037.99 ms [2021-03-05 08:33:13 main:574] : INFO : Epoch 1931 | loss: 0.0311685 | val_loss: 0.0311816 | Time: 2026.81 ms [2021-03-05 08:33:15 main:574] : INFO : Epoch 1932 | loss: 0.0311693 | val_loss: 0.0311802 | Time: 2018.19 ms [2021-03-05 08:33:17 main:574] : INFO : Epoch 1933 | loss: 0.0311674 | val_loss: 0.0311866 | Time: 2086.05 ms [2021-03-05 08:33:20 main:574] : INFO : Epoch 1934 | loss: 0.0311681 | val_loss: 0.0311794 | Time: 2031.52 ms [2021-03-05 08:33:22 main:574] : INFO : Epoch 1935 | loss: 0.0311707 | val_loss: 0.0311798 | Time: 2021.33 ms [2021-03-05 08:33:24 main:574] : INFO : Epoch 1936 | loss: 0.0311707 | val_loss: 0.0311808 | Time: 2065.34 ms [2021-03-05 08:33:26 main:574] : INFO : Epoch 1937 | loss: 0.0311713 | val_loss: 0.0311865 | Time: 2028.82 ms [2021-03-05 08:33:28 main:574] : INFO : Epoch 1938 | loss: 0.0311713 | val_loss: 0.0311799 | Time: 2012 ms [2021-03-05 08:33:30 main:574] : INFO : Epoch 1939 | loss: 0.0311692 | val_loss: 0.0311796 | Time: 2040.95 ms [2021-03-05 08:33:32 main:574] : INFO : Epoch 1940 | loss: 0.0311684 | val_loss: 0.0311797 | Time: 2033.32 ms [2021-03-05 08:33:34 main:574] : INFO : Epoch 1941 | loss: 0.0311677 | val_loss: 0.0311797 | Time: 2023.45 ms [2021-03-05 08:33:36 main:574] : INFO : Epoch 1942 | loss: 0.0311678 | val_loss: 0.0311801 | Time: 2013.99 ms [2021-03-05 08:33:38 main:574] : INFO : Epoch 1943 | loss: 0.0311688 | val_loss: 0.0311821 | Time: 2035.01 ms [2021-03-05 08:33:41 main:574] : INFO : Epoch 1944 | loss: 0.0311703 | val_loss: 0.0311803 | Time: 2014.85 ms [2021-03-05 08:33:43 main:574] : INFO : Epoch 1945 | loss: 0.0311694 | val_loss: 0.03118 | Time: 2038.37 ms [2021-03-05 08:33:45 main:574] : INFO : Epoch 1946 | loss: 0.0311696 | val_loss: 0.0311805 | Time: 2051.37 ms [2021-03-05 08:33:47 main:574] : INFO : Epoch 1947 | loss: 0.0311694 | val_loss: 0.0311826 | Time: 2048.69 ms [2021-03-05 08:33:49 main:574] : INFO : Epoch 1948 | loss: 0.03117 | val_loss: 0.0311804 | Time: 2021.24 ms [2021-03-05 08:33:51 main:574] : INFO : Epoch 1949 | loss: 0.0311688 | val_loss: 0.0311811 | Time: 2049.81 ms [2021-03-05 08:33:53 main:574] : INFO : Epoch 1950 | loss: 0.0311692 | val_loss: 0.0311831 | Time: 2031.5 ms [2021-03-05 08:33:55 main:574] : INFO : Epoch 1951 | loss: 0.0311693 | val_loss: 0.0311818 | Time: 2021.21 ms [2021-03-05 08:33:58 main:574] : INFO : Epoch 1952 | loss: 0.0311693 | val_loss: 0.0311802 | Time: 2010.73 ms [2021-03-05 08:34:00 main:574] : INFO : Epoch 1953 | loss: 0.031168 | val_loss: 0.0311822 | Time: 2041.18 ms [2021-03-05 08:34:02 main:574] : INFO : Epoch 1954 | loss: 0.0311681 | val_loss: 0.0311792 | Time: 2056.17 ms [2021-03-05 08:34:04 main:574] : INFO : Epoch 1955 | loss: 0.0311682 | val_loss: 0.0311799 | Time: 2022.39 ms [2021-03-05 08:34:06 main:574] : INFO : Epoch 1956 | loss: 0.0311674 | val_loss: 0.0311796 | Time: 2039.96 ms [2021-03-05 08:34:08 main:574] : INFO : Epoch 1957 | loss: 0.0311674 | val_loss: 0.0311792 | Time: 2048.11 ms [2021-03-05 08:34:10 main:574] : INFO : Epoch 1958 | loss: 0.0311666 | val_loss: 0.03118 | Time: 2030.35 ms [2021-03-05 08:34:12 main:574] : INFO : Epoch 1959 | loss: 0.0311691 | val_loss: 0.0311829 | Time: 2023.52 ms [2021-03-05 08:34:14 main:574] : INFO : Epoch 1960 | loss: 0.0311681 | val_loss: 0.0311817 | Time: 2052.7 ms [2021-03-05 08:34:17 main:574] : INFO : Epoch 1961 | loss: 0.0311728 | val_loss: 0.0311852 | Time: 2019.2 ms [2021-03-05 08:34:19 main:574] : INFO : Epoch 1962 | loss: 0.0311735 | val_loss: 0.0311773 | Time: 2034.75 ms [2021-03-05 08:34:21 main:574] : INFO : Epoch 1963 | loss: 0.0311714 | val_loss: 0.0311772 | Time: 2065.77 ms [2021-03-05 08:34:23 main:574] : INFO : Epoch 1964 | loss: 0.0311704 | val_loss: 0.0311868 | Time: 2038.21 ms [2021-03-05 08:34:25 main:574] : INFO : Epoch 1965 | loss: 0.0311729 | val_loss: 0.0311815 | Time: 2035.53 ms [2021-03-05 08:34:27 main:574] : INFO : Epoch 1966 | loss: 0.0311714 | val_loss: 0.031178 | Time: 2035.17 ms [2021-03-05 08:34:29 main:574] : INFO : Epoch 1967 | loss: 0.0311718 | val_loss: 0.0311844 | Time: 2037.87 ms [2021-03-05 08:34:31 main:574] : INFO : Epoch 1968 | loss: 0.0311746 | val_loss: 0.031186 | Time: 2016.71 ms [2021-03-05 08:34:33 main:574] : INFO : Epoch 1969 | loss: 0.0311735 | val_loss: 0.0311805 | Time: 2031.05 ms [2021-03-05 08:34:36 main:574] : INFO : Epoch 1970 | loss: 0.0311706 | val_loss: 0.0311791 | Time: 2066.23 ms [2021-03-05 08:34:38 main:574] : INFO : Epoch 1971 | loss: 0.0311697 | val_loss: 0.0311789 | Time: 2021.09 ms [2021-03-05 08:34:40 main:574] : INFO : Epoch 1972 | loss: 0.0311692 | val_loss: 0.0311793 | Time: 1998.23 ms [2021-03-05 08:34:42 main:574] : INFO : Epoch 1973 | loss: 0.0311695 | val_loss: 0.0311779 | Time: 2052.28 ms [2021-03-05 08:34:44 main:574] : INFO : Epoch 1974 | loss: 0.0311696 | val_loss: 0.0311777 | Time: 2022.7 ms [2021-03-05 08:34:46 main:574] : INFO : Epoch 1975 | loss: 0.031168 | val_loss: 0.0311783 | Time: 2063.07 ms [2021-03-05 08:34:48 main:574] : INFO : Epoch 1976 | loss: 0.0311694 | val_loss: 0.0311818 | Time: 2041.57 ms [2021-03-05 08:34:50 main:574] : INFO : Epoch 1977 | loss: 0.0311701 | val_loss: 0.0311805 | Time: 2082.43 ms [2021-03-05 08:34:53 main:574] : INFO : Epoch 1978 | loss: 0.0311697 | val_loss: 0.0311769 | Time: 2036.38 ms [2021-03-05 08:34:55 main:574] : INFO : Epoch 1979 | loss: 0.0311678 | val_loss: 0.0311772 | Time: 2024.33 ms [2021-03-05 08:34:57 main:574] : INFO : Epoch 1980 | loss: 0.031168 | val_loss: 0.0311782 | Time: 2083.95 ms [2021-03-05 08:34:59 main:574] : INFO : Epoch 1981 | loss: 0.0311696 | val_loss: 0.0311799 | Time: 2022.84 ms [2021-03-05 08:35:01 main:574] : INFO : Epoch 1982 | loss: 0.0311709 | val_loss: 0.0311777 | Time: 2025.95 ms [2021-03-05 08:35:03 main:574] : INFO : Epoch 1983 | loss: 0.03117 | val_loss: 0.0311774 | Time: 2017.83 ms [2021-03-05 08:35:05 main:574] : INFO : Epoch 1984 | loss: 0.0311686 | val_loss: 0.0311782 | Time: 2037.87 ms [2021-03-05 08:35:07 main:574] : INFO : Epoch 1985 | loss: 0.0311686 | val_loss: 0.0311775 | Time: 2032.39 ms [2021-03-05 08:35:10 main:574] : INFO : Epoch 1986 | loss: 0.031168 | val_loss: 0.0311786 | Time: 2027.88 ms [2021-03-05 08:35:12 main:574] : INFO : Epoch 1987 | loss: 0.0311681 | val_loss: 0.0311779 | Time: 2053.43 ms [2021-03-05 08:35:14 main:574] : INFO : Epoch 1988 | loss: 0.0311674 | val_loss: 0.0311791 | Time: 2025.91 ms [2021-03-05 08:35:16 main:574] : INFO : Epoch 1989 | loss: 0.0311682 | val_loss: 0.0311858 | Time: 2026.11 ms [2021-03-05 08:35:18 main:574] : INFO : Epoch 1990 | loss: 0.0311716 | val_loss: 0.0311806 | Time: 2072.99 ms [2021-03-05 08:35:20 main:574] : INFO : Epoch 1991 | loss: 0.0311751 | val_loss: 0.0311851 | Time: 2029.63 ms [2021-03-05 08:35:22 main:574] : INFO : Epoch 1992 | loss: 0.0311754 | val_loss: 0.0311803 | Time: 2049.87 ms [2021-03-05 08:35:24 main:574] : INFO : Epoch 1993 | loss: 0.0311746 | val_loss: 0.0311784 | Time: 2064.56 ms [2021-03-05 08:35:26 main:574] : INFO : Epoch 1994 | loss: 0.0311744 | val_loss: 0.0311799 | Time: 2022.2 ms [2021-03-05 08:35:29 main:574] : INFO : Epoch 1995 | loss: 0.0311742 | val_loss: 0.031185 | Time: 2017.43 ms [2021-03-05 08:35:31 main:574] : INFO : Epoch 1996 | loss: 0.0311733 | val_loss: 0.0311789 | Time: 2025.13 ms [2021-03-05 08:35:33 main:574] : INFO : Epoch 1997 | loss: 0.031171 | val_loss: 0.0311786 | Time: 2061.12 ms [2021-03-05 08:35:35 main:574] : INFO : Epoch 1998 | loss: 0.0311717 | val_loss: 0.0311823 | Time: 2027.42 ms [2021-03-05 08:35:37 main:574] : INFO : Epoch 1999 | loss: 0.0311713 | val_loss: 0.0311798 | Time: 2025.61 ms [2021-03-05 08:35:39 main:574] : INFO : Epoch 2000 | loss: 0.0311706 | val_loss: 0.0311805 | Time: 2048.11 ms [2021-03-05 08:35:41 main:574] : INFO : Epoch 2001 | loss: 0.031172 | val_loss: 0.0311791 | Time: 2042.64 ms [2021-03-05 08:35:43 main:574] : INFO : Epoch 2002 | loss: 0.0311705 | val_loss: 0.0311826 | Time: 2013.68 ms [2021-03-05 08:35:45 main:574] : INFO : Epoch 2003 | loss: 0.0311702 | val_loss: 0.0311786 | Time: 2029.43 ms [2021-03-05 08:35:48 main:574] : INFO : Epoch 2004 | loss: 0.0311712 | val_loss: 0.0311786 | Time: 2057.22 ms [2021-03-05 08:35:50 main:574] : INFO : Epoch 2005 | loss: 0.0311709 | val_loss: 0.0311784 | Time: 2031.73 ms [2021-03-05 08:35:52 main:574] : INFO : Epoch 2006 | loss: 0.0311704 | val_loss: 0.0311835 | Time: 2027.54 ms [2021-03-05 08:35:54 main:574] : INFO : Epoch 2007 | loss: 0.0311721 | val_loss: 0.0311838 | Time: 2043.33 ms [2021-03-05 08:35:56 main:574] : INFO : Epoch 2008 | loss: 0.0311764 | val_loss: 0.0311825 | Time: 2042.91 ms [2021-03-05 08:35:58 main:574] : INFO : Epoch 2009 | loss: 0.031175 | val_loss: 0.0311859 | Time: 2050.63 ms [2021-03-05 08:36:00 main:574] : INFO : Epoch 2010 | loss: 0.0311759 | val_loss: 0.0311879 | Time: 2045.18 ms [2021-03-05 08:36:02 main:574] : INFO : Epoch 2011 | loss: 0.0311756 | val_loss: 0.0311873 | Time: 2024.92 ms [2021-03-05 08:36:04 main:574] : INFO : Epoch 2012 | loss: 0.0311737 | val_loss: 0.031181 | Time: 2016.15 ms [2021-03-05 08:36:07 main:574] : INFO : Epoch 2013 | loss: 0.0311724 | val_loss: 0.0311808 | Time: 2057.82 ms [2021-03-05 08:36:09 main:574] : INFO : Epoch 2014 | loss: 0.0311759 | val_loss: 0.0311839 | Time: 2037.85 ms [2021-03-05 08:36:11 main:574] : INFO : Epoch 2015 | loss: 0.0311738 | val_loss: 0.0311801 | Time: 2022.54 ms [2021-03-05 08:36:13 main:574] : INFO : Epoch 2016 | loss: 0.0311729 | val_loss: 0.031182 | Time: 2012.75 ms [2021-03-05 08:36:15 main:574] : INFO : Epoch 2017 | loss: 0.0311733 | val_loss: 0.0311826 | Time: 2034.84 ms [2021-03-05 08:36:17 main:574] : INFO : Epoch 2018 | loss: 0.0311716 | val_loss: 0.0311822 | Time: 2030.47 ms [2021-03-05 08:36:19 main:574] : INFO : Epoch 2019 | loss: 0.031172 | val_loss: 0.0311829 | Time: 2016.8 ms [2021-03-05 08:36:21 main:574] : INFO : Epoch 2020 | loss: 0.0311778 | val_loss: 0.0311875 | Time: 2035.82 ms [2021-03-05 08:36:23 main:574] : INFO : Epoch 2021 | loss: 0.0311847 | val_loss: 0.0311857 | Time: 2027.35 ms [2021-03-05 08:36:26 main:574] : INFO : Epoch 2022 | loss: 0.031181 | val_loss: 0.0311843 | Time: 2019.5 ms [2021-03-05 08:36:28 main:574] : INFO : Epoch 2023 | loss: 0.0311812 | val_loss: 0.0311822 | Time: 2057.8 ms [2021-03-05 08:36:30 main:574] : INFO : Epoch 2024 | loss: 0.0311788 | val_loss: 0.0311823 | Time: 2062.28 ms [2021-03-05 08:36:32 main:574] : INFO : Epoch 2025 | loss: 0.0311781 | val_loss: 0.0311819 | Time: 2036.92 ms [2021-03-05 08:36:34 main:574] : INFO : Epoch 2026 | loss: 0.0311773 | val_loss: 0.0311815 | Time: 2013.85 ms [2021-03-05 08:36:36 main:574] : INFO : Epoch 2027 | loss: 0.0311777 | val_loss: 0.0311832 | Time: 2034.03 ms [2021-03-05 08:36:38 main:574] : INFO : Epoch 2028 | loss: 0.0311787 | val_loss: 0.0311828 | Time: 2043.41 ms [2021-03-05 08:36:40 main:574] : INFO : Epoch 2029 | loss: 0.0311788 | val_loss: 0.031184 | Time: 2024.17 ms [2021-03-05 08:36:42 main:574] : INFO : Epoch 2030 | loss: 0.0311778 | val_loss: 0.0311833 | Time: 2034.62 ms [2021-03-05 08:36:45 main:574] : INFO : Epoch 2031 | loss: 0.0311758 | val_loss: 0.0311814 | Time: 2042.72 ms [2021-03-05 08:36:47 main:574] : INFO : Epoch 2032 | loss: 0.0311758 | val_loss: 0.0311804 | Time: 2041.45 ms [2021-03-05 08:36:49 main:574] : INFO : Epoch 2033 | loss: 0.0311763 | val_loss: 0.0311837 | Time: 2038.18 ms [2021-03-05 08:36:51 main:574] : INFO : Epoch 2034 | loss: 0.0311749 | val_loss: 0.0311819 | Time: 2059.39 ms [2021-03-05 08:36:53 main:574] : INFO : Epoch 2035 | loss: 0.031175 | val_loss: 0.0311814 | Time: 2036.03 ms [2021-03-05 08:36:55 main:574] : INFO : Epoch 2036 | loss: 0.031174 | val_loss: 0.0311813 | Time: 2017.82 ms [2021-03-05 08:36:57 main:574] : INFO : Epoch 2037 | loss: 0.031175 | val_loss: 0.0311828 | Time: 2038.57 ms [2021-03-05 08:36:59 main:574] : INFO : Epoch 2038 | loss: 0.0311763 | val_loss: 0.0311823 | Time: 2058.32 ms [2021-03-05 08:37:01 main:574] : INFO : Epoch 2039 | loss: 0.0311752 | val_loss: 0.0311844 | Time: 2027.47 ms [2021-03-05 08:37:04 main:574] : INFO : Epoch 2040 | loss: 0.0311785 | val_loss: 0.0311806 | Time: 2032.5 ms [2021-03-05 08:37:06 main:574] : INFO : Epoch 2041 | loss: 0.0311757 | val_loss: 0.0311818 | Time: 2102.62 ms [2021-03-05 08:37:08 main:574] : INFO : Epoch 2042 | loss: 0.0311771 | val_loss: 0.0311822 | Time: 2014.74 ms [2021-03-05 08:37:10 main:574] : INFO : Epoch 2043 | loss: 0.031175 | val_loss: 0.0311822 | Time: 2016.13 ms [2021-03-05 08:37:12 main:574] : INFO : Epoch 2044 | loss: 0.0311742 | val_loss: 0.0311803 | Time: 2026.13 ms [2021-03-05 08:37:14 main:574] : INFO : Epoch 2045 | loss: 0.031174 | val_loss: 0.0311798 | Time: 2022.13 ms [2021-03-05 08:37:16 main:574] : INFO : Epoch 2046 | loss: nan | val_loss: nan | Time: 2008.6 ms [2021-03-05 08:37:18 main:574] : INFO : Epoch 2047 | loss: nan | val_loss: nan | Time: 2033.53 ms [2021-03-05 08:37:20 main:574] : INFO : Epoch 2048 | loss: nan | val_loss: nan | Time: 2051.03 ms [2021-03-05 08:37:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss nan [2021-03-05 08:37:21 main:603] : INFO : Saving end state to config to file [2021-03-05 08:37:21 main:608] : INFO : Success, exiting.. 08:37:21 (10704): 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)