Task 14352165
| Name | ParityModified-1647041351-1766-2-0_0 |
| Workunit | 11400705 |
| Created | 4 Apr 2022, 12:39:17 UTC |
| Sent | 9 Apr 2022, 12:01:50 UTC |
| Report deadline | 17 Apr 2022, 12:01:50 UTC |
| Received | 9 Apr 2022, 16:02:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19045 |
| Run time | 1 hours 59 min 10 sec |
| CPU time | 1 hours 59 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,055.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.96 GB |
| Peak swap size | 4.88 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> NFO : Epoch 1542 | loss: 0.0311872 | val_loss: 0.0311883 | Time: 2546.97 ms [2022-04-09 08:40:23 main:574] : INFO : Epoch 1543 | loss: 0.0311859 | val_loss: 0.0311864 | Time: 2565.86 ms [2022-04-09 08:40:26 main:574] : INFO : Epoch 1544 | loss: 0.0311851 | val_loss: 0.0311871 | Time: 2552.57 ms [2022-04-09 08:40:28 main:574] : INFO : Epoch 1545 | loss: 0.031184 | val_loss: 0.0311874 | Time: 2549.06 ms [2022-04-09 08:40:31 main:574] : INFO : Epoch 1546 | loss: 0.0311829 | val_loss: 0.0311864 | Time: 2558.54 ms [2022-04-09 08:40:33 main:574] : INFO : Epoch 1547 | loss: 0.0311834 | val_loss: 0.0311857 | Time: 2566.97 ms [2022-04-09 08:40:36 main:574] : INFO : Epoch 1548 | loss: 0.0311831 | val_loss: 0.031186 | Time: 2556.08 ms [2022-04-09 08:40:39 main:574] : INFO : Epoch 1549 | loss: 0.0311833 | val_loss: 0.0311854 | Time: 2569.08 ms [2022-04-09 08:40:41 main:574] : INFO : Epoch 1550 | loss: 0.0311849 | val_loss: 0.0311885 | Time: 2563.51 ms [2022-04-09 08:40:44 main:574] : INFO : Epoch 1551 | loss: 0.0311883 | val_loss: 0.0311936 | Time: 2572.8 ms [2022-04-09 08:40:46 main:574] : INFO : Epoch 1552 | loss: 0.0311831 | val_loss: 0.0311866 | Time: 2569.11 ms [2022-04-09 08:40:49 main:574] : INFO : Epoch 1553 | loss: 0.0311809 | val_loss: 0.0311852 | Time: 2565.43 ms [2022-04-09 08:40:51 main:574] : INFO : Epoch 1554 | loss: 0.031184 | val_loss: 0.031185 | Time: 2569.08 ms [2022-04-09 08:40:54 main:574] : INFO : Epoch 1555 | loss: 0.031181 | val_loss: 0.0311858 | Time: 2567.42 ms [2022-04-09 08:40:57 main:574] : INFO : Epoch 1556 | loss: 0.0311798 | val_loss: 0.0311848 | Time: 2565.91 ms [2022-04-09 08:40:59 main:574] : INFO : Epoch 1557 | loss: 0.0311803 | val_loss: 0.0311865 | Time: 2564.24 ms [2022-04-09 08:41:02 main:574] : INFO : Epoch 1558 | loss: 0.0311793 | val_loss: 0.0311844 | Time: 2565.99 ms [2022-04-09 08:41:04 main:574] : INFO : Epoch 1559 | loss: 0.0311785 | val_loss: 0.0311849 | Time: 2567.64 ms [2022-04-09 08:41:07 main:574] : INFO : Epoch 1560 | loss: 0.0311785 | val_loss: 0.0311878 | Time: 2566.76 ms [2022-04-09 08:41:09 main:574] : INFO : Epoch 1561 | loss: 0.0311811 | val_loss: 0.0311861 | Time: 2565.21 ms [2022-04-09 08:41:12 main:574] : INFO : Epoch 1562 | loss: 0.0311796 | val_loss: 0.0311853 | Time: 2566.48 ms [2022-04-09 08:41:15 main:574] : INFO : Epoch 1563 | loss: 0.0311783 | val_loss: 0.0311872 | Time: 2585.43 ms [2022-04-09 08:41:17 main:574] : INFO : Epoch 1564 | loss: 0.0311787 | val_loss: 0.0311852 | Time: 2576.82 ms [2022-04-09 08:41:20 main:574] : INFO : Epoch 1565 | loss: 0.0311794 | val_loss: 0.0311893 | Time: 2561.32 ms [2022-04-09 08:41:22 main:574] : INFO : Epoch 1566 | loss: 0.0311816 | val_loss: 0.0311837 | Time: 2567.7 ms [2022-04-09 08:41:25 main:574] : INFO : Epoch 1567 | loss: 0.0311792 | val_loss: 0.0311843 | Time: 2572.75 ms [2022-04-09 08:41:27 main:574] : INFO : Epoch 1568 | loss: 0.0311779 | val_loss: 0.0311848 | Time: 2564.22 ms [2022-04-09 08:41:30 main:574] : INFO : Epoch 1569 | loss: 0.0311776 | val_loss: 0.031184 | Time: 2570.53 ms [2022-04-09 08:41:33 main:574] : INFO : Epoch 1570 | loss: 0.0311773 | val_loss: 0.0311843 | Time: 2551.17 ms [2022-04-09 08:41:35 main:574] : INFO : Epoch 1571 | loss: 0.0311775 | val_loss: 0.0311848 | Time: 2572.54 ms [2022-04-09 08:41:38 main:574] : INFO : Epoch 1572 | loss: 0.0311776 | val_loss: 0.0311929 | Time: 2551.28 ms [2022-04-09 08:41:40 main:574] : INFO : Epoch 1573 | loss: 0.0311813 | val_loss: 0.0311836 | Time: 2558.63 ms [2022-04-09 08:41:43 main:574] : INFO : Epoch 1574 | loss: 0.031178 | val_loss: 0.0311944 | Time: 2553.01 ms [2022-04-09 08:41:45 main:574] : INFO : Epoch 1575 | loss: 0.0311768 | val_loss: 0.0311866 | Time: 2575.99 ms [2022-04-09 08:41:48 main:574] : INFO : Epoch 1576 | loss: 0.0311756 | val_loss: 0.0311856 | Time: 2546.23 ms [2022-04-09 08:41:50 main:574] : INFO : Epoch 1577 | loss: 0.0311769 | val_loss: 0.0311849 | Time: 2559.18 ms [2022-04-09 08:41:53 main:574] : INFO : Epoch 1578 | loss: 0.0311763 | val_loss: 0.0311894 | Time: 2571.59 ms [2022-04-09 08:41:56 main:574] : INFO : Epoch 1579 | loss: 0.0311771 | val_loss: 0.0311843 | Time: 2586.32 ms [2022-04-09 08:41:58 main:574] : INFO : Epoch 1580 | loss: 0.0311759 | val_loss: 0.0311854 | Time: 2576.42 ms [2022-04-09 08:42:01 main:574] : INFO : Epoch 1581 | loss: 0.0311758 | val_loss: 0.0311864 | Time: 2574.53 ms [2022-04-09 08:42:03 main:574] : INFO : Epoch 1582 | loss: 0.0311764 | val_loss: 0.0311875 | Time: 2580.18 ms [2022-04-09 08:42:06 main:574] : INFO : Epoch 1583 | loss: 0.0311769 | val_loss: 0.0311969 | Time: 2587.66 ms [2022-04-09 08:42:09 main:574] : INFO : Epoch 1584 | loss: 0.0311793 | val_loss: 0.0311871 | Time: 2582.26 ms [2022-04-09 08:42:11 main:574] : INFO : Epoch 1585 | loss: 0.0311798 | val_loss: 0.0311848 | Time: 2566.13 ms [2022-04-09 08:42:14 main:574] : INFO : Epoch 1586 | loss: 0.0311768 | val_loss: 0.0311846 | Time: 2566.8 ms [2022-04-09 08:42:16 main:574] : INFO : Epoch 1587 | loss: 0.0311751 | val_loss: 0.0311852 | Time: 2590.82 ms [2022-04-09 08:42:19 main:574] : INFO : Epoch 1588 | loss: 0.0311747 | val_loss: 0.0311862 | Time: 2569.95 ms [2022-04-09 08:42:21 main:574] : INFO : Epoch 1589 | loss: 0.0311786 | val_loss: 0.0311855 | Time: 2567.98 ms [2022-04-09 08:42:24 main:574] : INFO : Epoch 1590 | loss: 0.0311766 | val_loss: 0.0311882 | Time: 2564.11 ms [2022-04-09 08:42:27 main:574] : INFO : Epoch 1591 | loss: 0.0311752 | val_loss: 0.0311837 | Time: 2575.82 ms [2022-04-09 08:42:29 main:574] : INFO : Epoch 1592 | loss: 0.0311766 | val_loss: 0.0311883 | Time: 2561.42 ms [2022-04-09 08:42:32 main:574] : INFO : Epoch 1593 | loss: 0.0311778 | val_loss: 0.0311853 | Time: 2569.03 ms [2022-04-09 08:42:34 main:574] : INFO : Epoch 1594 | loss: 0.0311783 | val_loss: 0.0311955 | Time: 2569.49 ms [2022-04-09 08:42:37 main:574] : INFO : Epoch 1595 | loss: 0.0311843 | val_loss: 0.0311966 | Time: 2576.84 ms [2022-04-09 08:42:39 main:574] : INFO : Epoch 1596 | loss: 0.0311794 | val_loss: 0.0311862 | Time: 2560.03 ms [2022-04-09 08:42:42 main:574] : INFO : Epoch 1597 | loss: 0.0311745 | val_loss: 0.0311878 | Time: 2562.14 ms [2022-04-09 08:42:45 main:574] : INFO : Epoch 1598 | loss: 0.0311742 | val_loss: 0.0311856 | Time: 2554.51 ms [2022-04-09 08:42:47 main:574] : INFO : Epoch 1599 | loss: 0.0311766 | val_loss: 0.0311859 | Time: 2562.12 ms [2022-04-09 08:42:50 main:574] : INFO : Epoch 1600 | loss: 0.0311739 | val_loss: 0.0311856 | Time: 2573.7 ms [2022-04-09 08:42:52 main:574] : INFO : Epoch 1601 | loss: 0.0311753 | val_loss: 0.0311872 | Time: 2550.43 ms [2022-04-09 08:42:55 main:574] : INFO : Epoch 1602 | loss: 0.0311751 | val_loss: 0.0311848 | Time: 2562.57 ms [2022-04-09 08:42:57 main:574] : INFO : Epoch 1603 | loss: 0.0311734 | val_loss: 0.0311856 | Time: 2563.46 ms [2022-04-09 08:43:00 main:574] : INFO : Epoch 1604 | loss: 0.0311737 | val_loss: 0.0311851 | Time: 2551.02 ms [2022-04-09 08:43:02 main:574] : INFO : Epoch 1605 | loss: 0.031174 | val_loss: 0.0311883 | Time: 2559.88 ms [2022-04-09 08:43:05 main:574] : INFO : Epoch 1606 | loss: 0.0311747 | val_loss: 0.0311851 | Time: 2547.12 ms [2022-04-09 08:43:08 main:574] : INFO : Epoch 1607 | loss: 0.0311746 | val_loss: 0.0311869 | Time: 2560.76 ms [2022-04-09 08:43:10 main:574] : INFO : Epoch 1608 | loss: 0.0311727 | val_loss: 0.0311855 | Time: 2549.92 ms [2022-04-09 08:43:13 main:574] : INFO : Epoch 1609 | loss: 0.0311721 | val_loss: 0.0311853 | Time: 2561.6 ms [2022-04-09 08:43:15 main:574] : INFO : Epoch 1610 | loss: 0.0311731 | val_loss: 0.0311863 | Time: 2556.73 ms [2022-04-09 08:43:18 main:574] : INFO : Epoch 1611 | loss: 0.0311734 | val_loss: 0.0311861 | Time: 2584.14 ms [2022-04-09 08:43:20 main:574] : INFO : Epoch 1612 | loss: 0.0311738 | val_loss: 0.0311839 | Time: 2567.21 ms [2022-04-09 08:43:23 main:574] : INFO : Epoch 1613 | loss: 0.0311722 | val_loss: 0.0311843 | Time: 2587.61 ms [2022-04-09 08:43:26 main:574] : INFO : Epoch 1614 | loss: 0.0311726 | val_loss: 0.0311852 | Time: 2557.79 ms [2022-04-09 08:43:28 main:574] : INFO : Epoch 1615 | loss: 0.0311718 | val_loss: 0.0311852 | Time: 2588.95 ms [2022-04-09 08:43:31 main:574] : INFO : Epoch 1616 | loss: 0.031173 | val_loss: 0.0311849 | Time: 2559.5 ms [2022-04-09 08:43:33 main:574] : INFO : Epoch 1617 | loss: 0.0311727 | val_loss: 0.0311872 | Time: 2556.95 ms [2022-04-09 08:43:36 main:574] : INFO : Epoch 1618 | loss: 0.0311738 | val_loss: 0.0311868 | Time: 2559.15 ms [2022-04-09 08:43:38 main:574] : INFO : Epoch 1619 | loss: 0.0311713 | val_loss: 0.0311847 | Time: 2575.98 ms [2022-04-09 08:43:41 main:574] : INFO : Epoch 1620 | loss: 0.0311727 | val_loss: 0.0311847 | Time: 2556.83 ms [2022-04-09 08:43:44 main:574] : INFO : Epoch 1621 | loss: 0.031171 | val_loss: 0.0311866 | Time: 2558.81 ms [2022-04-09 08:43:46 main:574] : INFO : Epoch 1622 | loss: 0.0311713 | val_loss: 0.0311845 | Time: 2563.23 ms [2022-04-09 08:43:49 main:574] : INFO : Epoch 1623 | loss: 0.0311711 | val_loss: 0.0311862 | Time: 2566.88 ms [2022-04-09 08:43:51 main:574] : INFO : Epoch 1624 | loss: 0.0311711 | val_loss: 0.0311829 | Time: 2564.7 ms [2022-04-09 08:43:54 main:574] : INFO : Epoch 1625 | loss: 0.0311718 | val_loss: 0.031191 | Time: 2556.66 ms [2022-04-09 08:43:56 main:574] : INFO : Epoch 1626 | loss: 0.0311723 | val_loss: 0.0311856 | Time: 2574.61 ms [2022-04-09 08:43:59 main:574] : INFO : Epoch 1627 | loss: 0.031173 | val_loss: 0.0311913 | Time: 2577.24 ms [2022-04-09 08:44:02 main:574] : INFO : Epoch 1628 | loss: 0.031171 | val_loss: 0.0311849 | Time: 2566.44 ms [2022-04-09 08:44:04 main:574] : INFO : Epoch 1629 | loss: 0.0311696 | val_loss: 0.0311842 | Time: 2552.61 ms [2022-04-09 08:44:07 main:574] : INFO : Epoch 1630 | loss: 0.0311711 | val_loss: 0.0311836 | Time: 2564.72 ms [2022-04-09 08:44:09 main:574] : INFO : Epoch 1631 | loss: 0.0311707 | val_loss: 0.031184 | Time: 2567.31 ms [2022-04-09 08:44:12 main:574] : INFO : Epoch 1632 | loss: 0.0311703 | val_loss: 0.0311836 | Time: 2545.81 ms [2022-04-09 08:44:14 main:574] : INFO : Epoch 1633 | loss: 0.0311714 | val_loss: 0.0311844 | Time: 2555.8 ms [2022-04-09 08:44:17 main:574] : INFO : Epoch 1634 | loss: 0.0311726 | val_loss: 0.0311913 | Time: 2548.32 ms [2022-04-09 08:44:19 main:574] : INFO : Epoch 1635 | loss: 0.0311719 | val_loss: 0.0311837 | Time: 2566.2 ms [2022-04-09 08:44:22 main:574] : INFO : Epoch 1636 | loss: 0.0311735 | val_loss: 0.0311825 | Time: 2554.66 ms [2022-04-09 08:44:25 main:574] : INFO : Epoch 1637 | loss: 0.0311721 | val_loss: 0.0311827 | Time: 2553.83 ms [2022-04-09 08:44:27 main:574] : INFO : Epoch 1638 | loss: 0.0311721 | val_loss: 0.0311842 | Time: 2558.22 ms [2022-04-09 08:44:30 main:574] : INFO : Epoch 1639 | loss: 0.0311722 | val_loss: 0.0311859 | Time: 2569.91 ms [2022-04-09 08:44:32 main:574] : INFO : Epoch 1640 | loss: 0.0311766 | val_loss: 0.031178 | Time: 2562.32 ms [2022-04-09 08:44:35 main:574] : INFO : Epoch 1641 | loss: 0.0311743 | val_loss: 0.0311804 | Time: 2569.91 ms [2022-04-09 08:44:37 main:574] : INFO : Epoch 1642 | loss: 0.031176 | val_loss: 0.0311805 | Time: 2568.86 ms [2022-04-09 08:44:40 main:574] : INFO : Epoch 1643 | loss: 0.0311755 | val_loss: 0.0311831 | Time: 2573.58 ms [2022-04-09 08:44:43 main:574] : INFO : Epoch 1644 | loss: 0.0311761 | val_loss: 0.0311801 | Time: 2571.34 ms [2022-04-09 08:44:45 main:574] : INFO : Epoch 1645 | loss: 0.0311757 | val_loss: 0.0311785 | Time: 2569.3 ms [2022-04-09 08:44:48 main:574] : INFO : Epoch 1646 | loss: 0.0311733 | val_loss: 0.0311793 | Time: 2569.85 ms [2022-04-09 08:44:50 main:574] : INFO : Epoch 1647 | loss: 0.0311719 | val_loss: 0.0311777 | Time: 2561.03 ms [2022-04-09 08:44:53 main:574] : INFO : Epoch 1648 | loss: 0.0311709 | val_loss: 0.0311766 | Time: 2559.62 ms [2022-04-09 08:44:55 main:574] : INFO : Epoch 1649 | loss: 0.0311707 | val_loss: 0.0311781 | Time: 2558.68 ms [2022-04-09 08:44:58 main:574] : INFO : Epoch 1650 | loss: 0.0311715 | val_loss: 0.0311801 | Time: 2551.17 ms [2022-04-09 08:45:01 main:574] : INFO : Epoch 1651 | loss: 0.0311717 | val_loss: 0.0311839 | Time: 2588.74 ms [2022-04-09 08:45:03 main:574] : INFO : Epoch 1652 | loss: 0.0311722 | val_loss: 0.0311834 | Time: 2565.99 ms [2022-04-09 08:45:06 main:574] : INFO : Epoch 1653 | loss: 0.0311786 | val_loss: 0.031177 | Time: 2561.32 ms [2022-04-09 08:45:08 main:574] : INFO : Epoch 1654 | loss: 0.0311743 | val_loss: 0.0311796 | Time: 2556.97 ms [2022-04-09 08:45:11 main:574] : INFO : Epoch 1655 | loss: 0.0311706 | val_loss: 0.0311773 | Time: 2588.35 ms [2022-04-09 08:45:13 main:574] : INFO : Epoch 1656 | loss: 0.031169 | val_loss: 0.0311761 | Time: 2568.05 ms [2022-04-09 08:45:16 main:574] : INFO : Epoch 1657 | loss: 0.0311692 | val_loss: 0.03118 | Time: 2558.72 ms [2022-04-09 08:45:18 main:574] : INFO : Epoch 1658 | loss: 0.0311689 | val_loss: 0.0311767 | Time: 2561.44 ms [2022-04-09 08:45:21 main:574] : INFO : Epoch 1659 | loss: 0.0311688 | val_loss: 0.0311782 | Time: 2574.75 ms [2022-04-09 08:45:24 main:574] : INFO : Epoch 1660 | loss: 0.0311732 | val_loss: 0.0311802 | Time: 2562.8 ms [2022-04-09 08:45:26 main:574] : INFO : Epoch 1661 | loss: 0.0311766 | val_loss: 0.0311773 | Time: 2566.81 ms [2022-04-09 08:45:29 main:574] : INFO : Epoch 1662 | loss: 0.031174 | val_loss: 0.0311847 | Time: 2554.57 ms [2022-04-09 08:45:31 main:574] : INFO : Epoch 1663 | loss: 0.0311778 | val_loss: 0.0311766 | Time: 2567.18 ms [2022-04-09 08:45:34 main:574] : INFO : Epoch 1664 | loss: 0.0311695 | val_loss: 0.0311765 | Time: 2569.18 ms [2022-04-09 08:45:36 main:574] : INFO : Epoch 1665 | loss: 0.0311703 | val_loss: 0.0311801 | Time: 2569.23 ms [2022-04-09 08:45:39 main:574] : INFO : Epoch 1666 | loss: 0.0311729 | val_loss: 0.0311756 | Time: 2574.46 ms [2022-04-09 08:45:42 main:574] : INFO : Epoch 1667 | loss: 0.0311697 | val_loss: 0.0311783 | Time: 2567.35 ms [2022-04-09 08:45:44 main:574] : INFO : Epoch 1668 | loss: 0.031168 | val_loss: 0.0311758 | Time: 2552.77 ms [2022-04-09 08:45:47 main:574] : INFO : Epoch 1669 | loss: 0.0311674 | val_loss: 0.0311771 | Time: 2563.62 ms [2022-04-09 08:45:49 main:574] : INFO : Epoch 1670 | loss: 0.0311668 | val_loss: 0.0311766 | Time: 2561.11 ms [2022-04-09 08:45:52 main:574] : INFO : Epoch 1671 | loss: 0.0311688 | val_loss: 0.0311768 | Time: 2572.95 ms [2022-04-09 08:45:54 main:574] : INFO : Epoch 1672 | loss: 0.0311674 | val_loss: 0.0311836 | Time: 2572.42 ms [2022-04-09 08:45:57 main:574] : INFO : Epoch 1673 | loss: 0.0311715 | val_loss: 0.0311831 | Time: 2567.13 ms [2022-04-09 08:46:00 main:574] : INFO : Epoch 1674 | loss: 0.0311693 | val_loss: 0.0311823 | Time: 2584.26 ms [2022-04-09 08:46:02 main:574] : INFO : Epoch 1675 | loss: 0.0311734 | val_loss: 0.0311987 | Time: 2584.98 ms [2022-04-09 08:46:05 main:574] : INFO : Epoch 1676 | loss: 0.0311761 | val_loss: 0.0311846 | Time: 2568.81 ms [2022-04-09 08:46:07 main:574] : INFO : Epoch 1677 | loss: 0.0311702 | val_loss: 0.031182 | Time: 2562.91 ms [2022-04-09 08:46:10 main:574] : INFO : Epoch 1678 | loss: 0.031174 | val_loss: 0.0311807 | Time: 2562.83 ms [2022-04-09 08:46:12 main:574] : INFO : Epoch 1679 | loss: 0.0311702 | val_loss: 0.0311794 | Time: 2577.29 ms [2022-04-09 08:46:15 main:574] : INFO : Epoch 1680 | loss: 0.0311681 | val_loss: 0.0311801 | Time: 2573.72 ms [2022-04-09 08:46:18 main:574] : INFO : Epoch 1681 | loss: 0.0311676 | val_loss: 0.0311793 | Time: 2554.28 ms [2022-04-09 08:46:20 main:574] : INFO : Epoch 1682 | loss: 0.0311678 | val_loss: 0.0311797 | Time: 2551.99 ms [2022-04-09 08:46:23 main:574] : INFO : Epoch 1683 | loss: 0.0311702 | val_loss: 0.0311784 | Time: 2560.92 ms [2022-04-09 08:46:25 main:574] : INFO : Epoch 1684 | loss: 0.0311681 | val_loss: 0.0311819 | Time: 2575.87 ms [2022-04-09 08:46:28 main:574] : INFO : Epoch 1685 | loss: 0.0311693 | val_loss: 0.0311796 | Time: 2565.96 ms [2022-04-09 08:46:30 main:574] : INFO : Epoch 1686 | loss: 0.0311702 | val_loss: 0.031184 | Time: 2569.66 ms [2022-04-09 08:46:33 main:574] : INFO : Epoch 1687 | loss: 0.031172 | val_loss: 0.0311802 | Time: 2568.54 ms [2022-04-09 08:46:36 main:574] : INFO : Epoch 1688 | loss: 0.031169 | val_loss: 0.0311788 | Time: 2558.17 ms [2022-04-09 08:46:38 main:574] : INFO : Epoch 1689 | loss: 0.0311677 | val_loss: 0.0311762 | Time: 2562.21 ms [2022-04-09 08:46:41 main:574] : INFO : Epoch 1690 | loss: 0.0311693 | val_loss: 0.0311802 | Time: 2577.16 ms [2022-04-09 08:46:43 main:574] : INFO : Epoch 1691 | loss: 0.0311692 | val_loss: 0.0311768 | Time: 2565.97 ms [2022-04-09 08:46:46 main:574] : INFO : Epoch 1692 | loss: 0.0311714 | val_loss: 0.0311757 | Time: 2567.16 ms [2022-04-09 08:46:48 main:574] : INFO : Epoch 1693 | loss: 0.0311681 | val_loss: 0.0311733 | Time: 2551.05 ms [2022-04-09 08:46:51 main:574] : INFO : Epoch 1694 | loss: 0.0311653 | val_loss: 0.0311724 | Time: 2543.89 ms [2022-04-09 08:46:54 main:574] : INFO : Epoch 1695 | loss: 0.0311682 | val_loss: 0.0311772 | Time: 2555.63 ms [2022-04-09 08:46:56 main:574] : INFO : Epoch 1696 | loss: 0.0311717 | val_loss: 0.0311751 | Time: 2565.89 ms [2022-04-09 08:46:59 main:574] : INFO : Epoch 1697 | loss: 0.0311694 | val_loss: 0.0311768 | Time: 2550.42 ms [2022-04-09 08:47:01 main:574] : INFO : Epoch 1698 | loss: 0.0311677 | val_loss: 0.0311792 | Time: 2555.68 ms [2022-04-09 08:47:04 main:574] : INFO : Epoch 1699 | loss: 0.0311683 | val_loss: 0.0311743 | Time: 2572.28 ms [2022-04-09 08:47:06 main:574] : INFO : Epoch 1700 | loss: 0.0311669 | val_loss: 0.0311731 | Time: 2574.48 ms [2022-04-09 08:47:09 main:574] : INFO : Epoch 1701 | loss: 0.0311664 | val_loss: 0.0311703 | Time: 2566.2 ms [2022-04-09 08:47:12 main:574] : INFO : Epoch 1702 | loss: 0.0311663 | val_loss: 0.0311724 | Time: 2566.17 ms [2022-04-09 08:47:14 main:574] : INFO : Epoch 1703 | loss: 0.0311656 | val_loss: 0.0311718 | Time: 2569.27 ms [2022-04-09 08:47:17 main:574] : INFO : Epoch 1704 | loss: 0.0311642 | val_loss: 0.0311755 | Time: 2576.03 ms [2022-04-09 08:47:19 main:574] : INFO : Epoch 1705 | loss: 0.0311641 | val_loss: 0.0311729 | Time: 2563.39 ms [2022-04-09 08:47:22 main:574] : INFO : Epoch 1706 | loss: 0.0311633 | val_loss: 0.031175 | Time: 2557.59 ms [2022-04-09 08:47:24 main:574] : INFO : Epoch 1707 | loss: 0.031174 | val_loss: 0.0311907 | Time: 2553.17 ms [2022-04-09 08:47:27 main:574] : INFO : Epoch 1708 | loss: 0.0311669 | val_loss: 0.0311721 | Time: 2565.65 ms [2022-04-09 08:47:29 main:574] : INFO : Epoch 1709 | loss: 0.0311616 | val_loss: 0.0311711 | Time: 2555.64 ms [2022-04-09 08:47:32 main:574] : INFO : Epoch 1710 | loss: 0.0311626 | val_loss: 0.0311723 | Time: 2557.06 ms [2022-04-09 08:47:35 main:574] : INFO : Epoch 1711 | loss: 0.0311615 | val_loss: 0.0311713 | Time: 2564.63 ms [2022-04-09 08:47:37 main:574] : INFO : Epoch 1712 | loss: 0.031161 | val_loss: 0.0311723 | Time: 2572.74 ms [2022-04-09 08:47:40 main:574] : INFO : Epoch 1713 | loss: 0.0311609 | val_loss: 0.0311711 | Time: 2574.43 ms [2022-04-09 08:47:42 main:574] : INFO : Epoch 1714 | loss: 0.0311615 | val_loss: 0.0311717 | Time: 2560.98 ms [2022-04-09 08:47:45 main:574] : INFO : Epoch 1715 | loss: 0.0311624 | val_loss: 0.0311736 | Time: 2570.03 ms [2022-04-09 08:47:47 main:574] : INFO : Epoch 1716 | loss: 0.0311642 | val_loss: 0.0311735 | Time: 2585.87 ms [2022-04-09 08:47:50 main:574] : INFO : Epoch 1717 | loss: 0.0311641 | val_loss: 0.0311758 | Time: 2561.81 ms [2022-04-09 08:47:53 main:574] : INFO : Epoch 1718 | loss: 0.0311635 | val_loss: 0.0311708 | Time: 2559.98 ms [2022-04-09 08:47:55 main:574] : INFO : Epoch 1719 | loss: 0.0311629 | val_loss: 0.0311714 | Time: 2568.46 ms [2022-04-09 08:47:58 main:574] : INFO : Epoch 1720 | loss: 0.0311629 | val_loss: 0.0311708 | Time: 2565.09 ms [2022-04-09 08:48:00 main:574] : INFO : Epoch 1721 | loss: 0.031164 | val_loss: 0.031171 | Time: 2555.86 ms [2022-04-09 08:48:03 main:574] : INFO : Epoch 1722 | loss: 0.0311625 | val_loss: 0.0311715 | Time: 2551.01 ms [2022-04-09 08:48:05 main:574] : INFO : Epoch 1723 | loss: 0.0311597 | val_loss: 0.0311698 | Time: 2558.54 ms [2022-04-09 08:48:08 main:574] : INFO : Epoch 1724 | loss: 0.0311598 | val_loss: 0.0311733 | Time: 2566.91 ms [2022-04-09 08:48:11 main:574] : INFO : Epoch 1725 | loss: 0.0311589 | val_loss: 0.0311709 | Time: 2552.16 ms [2022-04-09 08:48:13 main:574] : INFO : Epoch 1726 | loss: 0.0311586 | val_loss: 0.031174 | Time: 2554.24 ms [2022-04-09 08:48:16 main:574] : INFO : Epoch 1727 | loss: 0.0311591 | val_loss: 0.0311696 | Time: 2560.62 ms [2022-04-09 08:48:18 main:574] : INFO : Epoch 1728 | loss: 0.0311588 | val_loss: 0.031173 | Time: 2563.01 ms [2022-04-09 08:48:21 main:574] : INFO : Epoch 1729 | loss: 0.0311592 | val_loss: 0.031175 | Time: 2557.24 ms [2022-04-09 08:48:23 main:574] : INFO : Epoch 1730 | loss: 0.031163 | val_loss: 0.0311932 | Time: 2562.86 ms [2022-04-09 08:48:26 main:574] : INFO : Epoch 1731 | loss: 0.0311634 | val_loss: 0.0311708 | Time: 2558.28 ms [2022-04-09 08:48:28 main:574] : INFO : Epoch 1732 | loss: 0.0311602 | val_loss: 0.0311751 | Time: 2578.22 ms [2022-04-09 08:48:31 main:574] : INFO : Epoch 1733 | loss: 0.0311598 | val_loss: 0.031169 | Time: 2572.5 ms [2022-04-09 08:48:34 main:574] : INFO : Epoch 1734 | loss: 0.0311606 | val_loss: 0.0311769 | Time: 2560.34 ms [2022-04-09 08:48:36 main:574] : INFO : Epoch 1735 | loss: 0.0311737 | val_loss: 0.0311812 | Time: 2568.93 ms [2022-04-09 08:48:39 main:574] : INFO : Epoch 1736 | loss: 0.0311742 | val_loss: 0.0311741 | Time: 2571.63 ms [2022-04-09 08:48:41 main:574] : INFO : Epoch 1737 | loss: 0.0311723 | val_loss: 0.0311842 | Time: 2562.96 ms [2022-04-09 08:48:44 main:574] : INFO : Epoch 1738 | loss: 0.0311678 | val_loss: 0.0311723 | Time: 2554.85 ms [2022-04-09 08:48:46 main:574] : INFO : Epoch 1739 | loss: 0.0311664 | val_loss: 0.0311713 | Time: 2568.21 ms [2022-04-09 08:48:49 main:574] : INFO : Epoch 1740 | loss: 0.0311657 | val_loss: 0.0311789 | Time: 2582.19 ms [2022-04-09 08:48:52 main:574] : INFO : Epoch 1741 | loss: 0.0311664 | val_loss: 0.031172 | Time: 2561.71 ms [2022-04-09 08:48:54 main:574] : INFO : Epoch 1742 | loss: 0.031165 | val_loss: 0.0311707 | Time: 2569.66 ms [2022-04-09 08:48:57 main:574] : INFO : Epoch 1743 | loss: 0.0311654 | val_loss: 0.031174 | Time: 2575.1 ms [2022-04-09 08:48:59 main:574] : INFO : Epoch 1744 | loss: 0.0311672 | val_loss: 0.0311743 | Time: 2570.77 ms [2022-04-09 08:49:02 main:574] : INFO : Epoch 1745 | loss: 0.0311624 | val_loss: 0.0311716 | Time: 2571.69 ms [2022-04-09 08:49:04 main:574] : INFO : Epoch 1746 | loss: 0.0311643 | val_loss: 0.0311736 | Time: 2570.46 ms [2022-04-09 08:49:07 main:574] : INFO : Epoch 1747 | loss: 0.0311631 | val_loss: 0.0311746 | Time: 2558.47 ms [2022-04-09 08:49:10 main:574] : INFO : Epoch 1748 | loss: 0.0311609 | val_loss: 0.031172 | Time: 2569.17 ms [2022-04-09 08:49:12 main:574] : INFO : Epoch 1749 | loss: 0.0311586 | val_loss: 0.031169 | Time: 2558.17 ms [2022-04-09 08:49:15 main:574] : INFO : Epoch 1750 | loss: 0.0311583 | val_loss: 0.0311707 | Time: 2562.38 ms [2022-04-09 08:49:17 main:574] : INFO : Epoch 1751 | loss: 0.03116 | val_loss: 0.0311709 | Time: 2545.78 ms [2022-04-09 08:49:20 main:574] : INFO : Epoch 1752 | loss: 0.0311601 | val_loss: 0.0311721 | Time: 2587.45 ms [2022-04-09 08:49:22 main:574] : INFO : Epoch 1753 | loss: 0.0311587 | val_loss: 0.0311703 | Time: 2554.24 ms [2022-04-09 08:49:25 main:574] : INFO : Epoch 1754 | loss: 0.031159 | val_loss: 0.0311716 | Time: 2547.48 ms [2022-04-09 08:49:28 main:574] : INFO : Epoch 1755 | loss: 0.0311599 | val_loss: 0.0311721 | Time: 2553.59 ms [2022-04-09 08:49:30 main:574] : INFO : Epoch 1756 | loss: 0.0311598 | val_loss: 0.0311718 | Time: 2567.28 ms [2022-04-09 08:49:33 main:574] : INFO : Epoch 1757 | loss: 0.0311571 | val_loss: 0.0311695 | Time: 2551.14 ms [2022-04-09 08:49:35 main:574] : INFO : Epoch 1758 | loss: 0.0311575 | val_loss: 0.0311702 | Time: 2551.42 ms [2022-04-09 08:49:38 main:574] : INFO : Epoch 1759 | loss: 0.0311572 | val_loss: 0.0311726 | Time: 2565.47 ms [2022-04-09 08:49:40 main:574] : INFO : Epoch 1760 | loss: 0.0311562 | val_loss: 0.0311697 | Time: 2571.45 ms [2022-04-09 08:49:43 main:574] : INFO : Epoch 1761 | loss: 0.0311567 | val_loss: 0.0311693 | Time: 2563.63 ms [2022-04-09 08:49:46 main:574] : INFO : Epoch 1762 | loss: 0.0311618 | val_loss: 0.0311856 | Time: 2570.97 ms [2022-04-09 08:49:48 main:574] : INFO : Epoch 1763 | loss: 0.0311627 | val_loss: 0.0311787 | Time: 2570.37 ms [2022-04-09 08:49:51 main:574] : INFO : Epoch 1764 | loss: 0.0311619 | val_loss: 0.0311849 | Time: 2582.99 ms [2022-04-09 08:49:53 main:574] : INFO : Epoch 1765 | loss: 0.0311603 | val_loss: 0.03117 | Time: 2564.58 ms [2022-04-09 08:49:56 main:574] : INFO : Epoch 1766 | loss: 0.0311591 | val_loss: 0.0311697 | Time: 2558.03 ms [2022-04-09 08:49:58 main:574] : INFO : Epoch 1767 | loss: 0.0311578 | val_loss: 0.0311725 | Time: 2569.67 ms [2022-04-09 08:50:01 main:574] : INFO : Epoch 1768 | loss: 0.0311575 | val_loss: 0.0311697 | Time: 2584.88 ms [2022-04-09 08:50:04 main:574] : INFO : Epoch 1769 | loss: 0.0311585 | val_loss: 0.0311688 | Time: 2589.12 ms [2022-04-09 08:50:06 main:574] : INFO : Epoch 1770 | loss: 0.0311627 | val_loss: 0.0311834 | Time: 2566.64 ms [2022-04-09 08:50:09 main:574] : INFO : Epoch 1771 | loss: 0.0311607 | val_loss: 0.0311688 | Time: 2559.33 ms [2022-04-09 08:50:11 main:574] : INFO : Epoch 1772 | loss: 0.0311562 | val_loss: 0.031169 | Time: 2568.85 ms [2022-04-09 08:50:14 main:574] : INFO : Epoch 1773 | loss: 0.0311592 | val_loss: 0.03117 | Time: 2552.49 ms [2022-04-09 08:50:16 main:574] : INFO : Epoch 1774 | loss: 0.031155 | val_loss: 0.031169 | Time: 2576.7 ms [2022-04-09 08:50:19 main:574] : INFO : Epoch 1775 | loss: 0.0311557 | val_loss: 0.0311671 | Time: 2569.28 ms [2022-04-09 08:50:22 main:574] : INFO : Epoch 1776 | loss: 0.0311568 | val_loss: 0.0311713 | Time: 2587.87 ms [2022-04-09 08:50:24 main:574] : INFO : Epoch 1777 | loss: 0.0311616 | val_loss: 0.0311719 | Time: 2571.69 ms [2022-04-09 08:50:27 main:574] : INFO : Epoch 1778 | loss: 0.0311644 | val_loss: 0.0311722 | Time: 2566.98 ms [2022-04-09 08:50:29 main:574] : INFO : Epoch 1779 | loss: 0.0311649 | val_loss: 0.0311702 | Time: 2565.02 ms [2022-04-09 08:50:32 main:574] : INFO : Epoch 1780 | loss: 0.0311647 | val_loss: 0.0311708 | Time: 2578.67 ms [2022-04-09 08:50:34 main:574] : INFO : Epoch 1781 | loss: 0.031166 | val_loss: 0.0311795 | Time: 2575.04 ms [2022-04-09 08:50:37 main:574] : INFO : Epoch 1782 | loss: 0.0311648 | val_loss: 0.0311685 | Time: 2559.34 ms [2022-04-09 08:50:40 main:574] : INFO : Epoch 1783 | loss: 0.0311609 | val_loss: 0.0311694 | Time: 2553.06 ms [2022-04-09 08:50:42 main:574] : INFO : Epoch 1784 | loss: 0.0311598 | val_loss: 0.0311703 | Time: 2574.81 ms [2022-04-09 08:50:45 main:574] : INFO : Epoch 1785 | loss: 0.0311617 | val_loss: 0.0311709 | Time: 2558.6 ms [2022-04-09 08:50:47 main:574] : INFO : Epoch 1786 | loss: 0.0311594 | val_loss: 0.0311684 | Time: 2555.81 ms [2022-04-09 08:50:50 main:574] : INFO : Epoch 1787 | loss: 0.0311587 | val_loss: 0.0311672 | Time: 2548.22 ms [2022-04-09 08:50:52 main:574] : INFO : Epoch 1788 | loss: 0.0311579 | val_loss: 0.0311704 | Time: 2575.63 ms [2022-04-09 08:50:55 main:574] : INFO : Epoch 1789 | loss: 0.0311586 | val_loss: 0.0311708 | Time: 2557.92 ms [2022-04-09 08:50:57 main:574] : INFO : Epoch 1790 | loss: 0.0311605 | val_loss: 0.0311698 | Time: 2563.72 ms [2022-04-09 08:51:00 main:574] : INFO : Epoch 1791 | loss: 0.0311619 | val_loss: 0.0311692 | Time: 2560.67 ms [2022-04-09 08:51:03 main:574] : INFO : Epoch 1792 | loss: 0.0311587 | val_loss: 0.0311697 | Time: 2590.09 ms [2022-04-09 08:51:05 main:574] : INFO : Epoch 1793 | loss: 0.0311589 | val_loss: 0.0311708 | Time: 2565.31 ms [2022-04-09 08:51:08 main:574] : INFO : Epoch 1794 | loss: 0.0311634 | val_loss: 0.0311841 | Time: 2563.39 ms [2022-04-09 08:51:10 main:574] : INFO : Epoch 1795 | loss: 0.031166 | val_loss: 0.0311741 | Time: 2576.97 ms [2022-04-09 08:51:13 main:574] : INFO : Epoch 1796 | loss: 0.0311613 | val_loss: 0.0311729 | Time: 2586.46 ms [2022-04-09 08:51:16 main:574] : INFO : Epoch 1797 | loss: 0.0311604 | val_loss: 0.0311702 | Time: 2571.21 ms [2022-04-09 08:51:18 main:574] : INFO : Epoch 1798 | loss: 0.0311589 | val_loss: 0.0311688 | Time: 2563.78 ms [2022-04-09 08:51:21 main:574] : INFO : Epoch 1799 | loss: 0.0311575 | val_loss: 0.0311695 | Time: 2562.94 ms [2022-04-09 08:51:23 main:574] : INFO : Epoch 1800 | loss: 0.0311585 | val_loss: 0.0311683 | Time: 2576.65 ms [2022-04-09 08:51:26 main:574] : INFO : Epoch 1801 | loss: 0.0311591 | val_loss: 0.0311724 | Time: 2560.36 ms [2022-04-09 08:51:28 main:574] : INFO : Epoch 1802 | loss: 0.0311594 | val_loss: 0.0311676 | Time: 2571.06 ms [2022-04-09 08:51:31 main:574] : INFO : Epoch 1803 | loss: 0.0311583 | val_loss: 0.0311711 | Time: 2568.19 ms [2022-04-09 08:51:34 main:574] : INFO : Epoch 1804 | loss: 0.0311582 | val_loss: 0.0311798 | Time: 2579.63 ms [2022-04-09 08:51:36 main:574] : INFO : Epoch 1805 | loss: 0.0311731 | val_loss: 0.0311868 | Time: 2568.66 ms [2022-04-09 08:51:39 main:574] : INFO : Epoch 1806 | loss: 0.0311827 | val_loss: 0.0311827 | Time: 2568.7 ms [2022-04-09 08:51:41 main:574] : INFO : Epoch 1807 | loss: 0.0311798 | val_loss: 0.0311778 | Time: 2567.82 ms [2022-04-09 08:51:44 main:574] : INFO : Epoch 1808 | loss: 0.0311719 | val_loss: 0.0311734 | Time: 2569.55 ms [2022-04-09 08:51:46 main:574] : INFO : Epoch 1809 | loss: 0.0311698 | val_loss: 0.0311784 | Time: 2553.55 ms [2022-04-09 08:51:49 main:574] : INFO : Epoch 1810 | loss: 0.0311741 | val_loss: 0.0311774 | Time: 2558.16 ms [2022-04-09 08:51:51 main:574] : INFO : Epoch 1811 | loss: 0.0311716 | val_loss: 0.0311706 | Time: 2554.32 ms [2022-04-09 08:51:54 main:574] : INFO : Epoch 1812 | loss: 0.0311662 | val_loss: 0.0311707 | Time: 2591.29 ms [2022-04-09 08:51:57 main:574] : INFO : Epoch 1813 | loss: 0.0311646 | val_loss: 0.0311719 | Time: 2567.94 ms [2022-04-09 08:51:59 main:574] : INFO : Epoch 1814 | loss: 0.0311648 | val_loss: 0.0311707 | Time: 2559.61 ms [2022-04-09 08:52:02 main:574] : INFO : Epoch 1815 | loss: 0.0311664 | val_loss: 0.0311709 | Time: 2552.78 ms [2022-04-09 08:52:04 main:574] : INFO : Epoch 1816 | loss: 0.0311681 | val_loss: 0.031172 | Time: 2570.72 ms [2022-04-09 08:52:07 main:574] : INFO : Epoch 1817 | loss: 0.0311662 | val_loss: 0.0311711 | Time: 2560.09 ms [2022-04-09 08:52:09 main:574] : INFO : Epoch 1818 | loss: 0.0311662 | val_loss: 0.0311741 | Time: 2554.68 ms [2022-04-09 08:52:12 main:574] : INFO : Epoch 1819 | loss: 0.0311661 | val_loss: 0.0311717 | Time: 2559.51 ms [2022-04-09 08:52:15 main:574] : INFO : Epoch 1820 | loss: 0.0311651 | val_loss: 0.0311736 | Time: 2561.55 ms [2022-04-09 08:52:17 main:574] : INFO : Epoch 1821 | loss: 0.031164 | val_loss: 0.0311717 | Time: 2564.19 ms [2022-04-09 08:52:20 main:574] : INFO : Epoch 1822 | loss: 0.0311656 | val_loss: 0.0311691 | Time: 2554.27 ms [2022-04-09 08:52:22 main:574] : INFO : Epoch 1823 | loss: 0.0311658 | val_loss: 0.0311691 | Time: 2568.65 ms [2022-04-09 08:52:25 main:574] : INFO : Epoch 1824 | loss: 0.0311643 | val_loss: 0.0311681 | Time: 2565.98 ms [2022-04-09 08:52:27 main:574] : INFO : Epoch 1825 | loss: 0.0311635 | val_loss: 0.0311695 | Time: 2574.37 ms [2022-04-09 08:52:30 main:574] : INFO : Epoch 1826 | loss: 0.0311632 | val_loss: 0.0311648 | Time: 2585.53 ms [2022-04-09 08:52:33 main:574] : INFO : Epoch 1827 | loss: 0.031163 | val_loss: 0.0311668 | Time: 2573.83 ms [2022-04-09 08:52:35 main:574] : INFO : Epoch 1828 | loss: 0.0311625 | val_loss: 0.0311644 | Time: 2587.35 ms [2022-04-09 08:52:38 main:574] : INFO : Epoch 1829 | loss: 0.031162 | val_loss: 0.0311665 | Time: 2574.89 ms [2022-04-09 08:52:40 main:574] : INFO : Epoch 1830 | loss: 0.0311638 | val_loss: 0.0311656 | Time: 2566.61 ms [2022-04-09 08:52:43 main:574] : INFO : Epoch 1831 | loss: 0.031165 | val_loss: 0.0311654 | Time: 2554.98 ms [2022-04-09 08:52:45 main:574] : INFO : Epoch 1832 | loss: 0.031165 | val_loss: 0.0311656 | Time: 2572.89 ms [2022-04-09 08:52:48 main:574] : INFO : Epoch 1833 | loss: 0.0311615 | val_loss: 0.0311637 | Time: 2550.69 ms [2022-04-09 08:52:51 main:574] : INFO : Epoch 1834 | loss: 0.0311605 | val_loss: 0.031164 | Time: 2565.98 ms [2022-04-09 08:52:53 main:574] : INFO : Epoch 1835 | loss: 0.0311606 | val_loss: 0.0311644 | Time: 2551.9 ms [2022-04-09 08:52:56 main:574] : INFO : Epoch 1836 | loss: 0.0311613 | val_loss: 0.0311636 | Time: 2590.28 ms [2022-04-09 08:52:58 main:574] : INFO : Epoch 1837 | loss: 0.0311609 | val_loss: 0.0311632 | Time: 2560.98 ms [2022-04-09 08:53:01 main:574] : INFO : Epoch 1838 | loss: 0.031159 | val_loss: 0.0311658 | Time: 2555.64 ms [2022-04-09 08:53:03 main:574] : INFO : Epoch 1839 | loss: 0.0311588 | val_loss: 0.0311644 | Time: 2564.61 ms [2022-04-09 08:53:06 main:574] : INFO : Epoch 1840 | loss: 0.031161 | val_loss: 0.0311666 | Time: 2588.18 ms [2022-04-09 08:53:09 main:574] : INFO : Epoch 1841 | loss: 0.0311616 | val_loss: 0.0311753 | Time: 2565.29 ms [2022-04-09 08:53:11 main:574] : INFO : Epoch 1842 | loss: 0.0311624 | val_loss: 0.031171 | Time: 2553.95 ms [2022-04-09 08:53:14 main:574] : INFO : Epoch 1843 | loss: 0.0311644 | val_loss: 0.0311641 | Time: 2562.46 ms [2022-04-09 08:53:16 main:574] : INFO : Epoch 1844 | loss: 0.0311596 | val_loss: 0.0311661 | Time: 2565.67 ms [2022-04-09 08:53:19 main:574] : INFO : Epoch 1845 | loss: 0.0311586 | val_loss: 0.0311636 | Time: 2542.26 ms [2022-04-09 08:53:21 main:574] : INFO : Epoch 1846 | loss: 0.0311579 | val_loss: 0.0311641 | Time: 2552.68 ms [2022-04-09 08:53:24 main:574] : INFO : Epoch 1847 | loss: 0.0311574 | val_loss: 0.031164 | Time: 2554.48 ms [2022-04-09 08:53:27 main:574] : INFO : Epoch 1848 | loss: 0.031158 | val_loss: 0.0311638 | Time: 2572.95 ms [2022-04-09 08:53:29 main:574] : INFO : Epoch 1849 | loss: 0.0311583 | val_loss: 0.0311657 | Time: 2547.04 ms [2022-04-09 08:53:32 main:574] : INFO : Epoch 1850 | loss: 0.0311615 | val_loss: 0.0311666 | Time: 2555.77 ms [2022-04-09 08:53:34 main:574] : INFO : Epoch 1851 | loss: 0.0311636 | val_loss: 0.0311713 | Time: 2546.72 ms [2022-04-09 08:53:37 main:574] : INFO : Epoch 1852 | loss: 0.0311618 | val_loss: 0.0311673 | Time: 2579.58 ms [2022-04-09 08:53:39 main:574] : INFO : Epoch 1853 | loss: 0.0311599 | val_loss: 0.0311711 | Time: 2575.92 ms [2022-04-09 08:53:42 main:574] : INFO : Epoch 1854 | loss: 0.0311604 | val_loss: 0.031167 | Time: 2576.3 ms [2022-04-09 08:53:44 main:574] : INFO : Epoch 1855 | loss: 0.0311594 | val_loss: 0.0311671 | Time: 2564.53 ms [2022-04-09 08:53:47 main:574] : INFO : Epoch 1856 | loss: 0.0311607 | val_loss: 0.031166 | Time: 2577.12 ms [2022-04-09 08:53:50 main:574] : INFO : Epoch 1857 | loss: 0.0311591 | val_loss: 0.0311658 | Time: 2565.99 ms [2022-04-09 08:53:52 main:574] : INFO : Epoch 1858 | loss: 0.031158 | val_loss: 0.0311665 | Time: 2575.57 ms [2022-04-09 08:53:55 main:574] : INFO : Epoch 1859 | loss: 0.031159 | val_loss: 0.0311649 | Time: 2563.29 ms [2022-04-09 08:53:57 main:574] : INFO : Epoch 1860 | loss: 0.0311567 | val_loss: 0.0311662 | Time: 2564.23 ms [2022-04-09 08:54:00 main:574] : INFO : Epoch 1861 | loss: 0.0311558 | val_loss: 0.031165 | Time: 2561.02 ms [2022-04-09 08:54:02 main:574] : INFO : Epoch 1862 | loss: 0.0311565 | val_loss: 0.0311653 | Time: 2554.96 ms [2022-04-09 08:54:05 main:574] : INFO : Epoch 1863 | loss: 0.031156 | val_loss: 0.0311674 | Time: 2562.49 ms [2022-04-09 08:54:08 main:574] : INFO : Epoch 1864 | loss: 0.0311587 | val_loss: 0.0311664 | Time: 2577.24 ms [2022-04-09 08:54:10 main:574] : INFO : Epoch 1865 | loss: 0.0311561 | val_loss: 0.0311665 | Time: 2568.74 ms [2022-04-09 08:54:13 main:574] : INFO : Epoch 1866 | loss: 0.0311583 | val_loss: 0.0311648 | Time: 2562.86 ms [2022-04-09 08:54:15 main:574] : INFO : Epoch 1867 | loss: 0.0311569 | val_loss: 0.0311665 | Time: 2567.63 ms [2022-04-09 08:54:18 main:574] : INFO : Epoch 1868 | loss: 0.0311577 | val_loss: 0.0311701 | Time: 2582.8 ms [2022-04-09 08:54:20 main:574] : INFO : Epoch 1869 | loss: 0.0311593 | val_loss: 0.0311662 | Time: 2570.59 ms [2022-04-09 08:54:23 main:574] : INFO : Epoch 1870 | loss: 0.0311587 | val_loss: 0.0311667 | Time: 2564.53 ms [2022-04-09 08:54:26 main:574] : INFO : Epoch 1871 | loss: 0.0311574 | val_loss: 0.0311668 | Time: 2555.84 ms [2022-04-09 08:54:28 main:574] : INFO : Epoch 1872 | loss: 0.0311579 | val_loss: 0.0311675 | Time: 2584.6 ms [2022-04-09 08:54:31 main:574] : INFO : Epoch 1873 | loss: 0.0311597 | val_loss: 0.0311662 | Time: 2582.15 ms [2022-04-09 08:54:33 main:574] : INFO : Epoch 1874 | loss: 0.0311593 | val_loss: 0.0311639 | Time: 2571.16 ms [2022-04-09 08:54:36 main:574] : INFO : Epoch 1875 | loss: 0.0311604 | val_loss: 0.0311642 | Time: 2563.07 ms [2022-04-09 08:54:38 main:574] : INFO : Epoch 1876 | loss: 0.0311585 | val_loss: 0.0311639 | Time: 2566.75 ms [2022-04-09 08:54:41 main:574] : INFO : Epoch 1877 | loss: 0.0311589 | val_loss: 0.0311632 | Time: 2547.28 ms [2022-04-09 08:54:44 main:574] : INFO : Epoch 1878 | loss: 0.0311581 | val_loss: 0.0311644 | Time: 2550.91 ms [2022-04-09 08:54:46 main:574] : INFO : Epoch 1879 | loss: 0.0311576 | val_loss: 0.0311634 | Time: 2557.93 ms [2022-04-09 08:54:49 main:574] : INFO : Epoch 1880 | loss: 0.0311565 | val_loss: 0.0311688 | Time: 2569.84 ms [2022-04-09 08:54:51 main:574] : INFO : Epoch 1881 | loss: 0.0311577 | val_loss: 0.0311631 | Time: 2557.54 ms [2022-04-09 08:54:54 main:574] : INFO : Epoch 1882 | loss: 0.0311566 | val_loss: 0.0311651 | Time: 2557.87 ms [2022-04-09 08:54:56 main:574] : INFO : Epoch 1883 | loss: 0.0311596 | val_loss: 0.031169 | Time: 2574.58 ms [2022-04-09 08:54:59 main:574] : INFO : Epoch 1884 | loss: 0.0311634 | val_loss: 0.031177 | Time: 2586.39 ms [2022-04-09 08:55:02 main:574] : INFO : Epoch 1885 | loss: 0.0311641 | val_loss: 0.0311716 | Time: 2583.56 ms [2022-04-09 08:55:04 main:574] : INFO : Epoch 1886 | loss: 0.0311618 | val_loss: 0.0311658 | Time: 2571.94 ms [2022-04-09 08:55:07 main:574] : INFO : Epoch 1887 | loss: 0.0311588 | val_loss: 0.0311627 | Time: 2577.47 ms [2022-04-09 08:55:09 main:574] : INFO : Epoch 1888 | loss: 0.0311582 | val_loss: 0.0311601 | Time: 2597.94 ms [2022-04-09 08:55:12 main:574] : INFO : Epoch 1889 | loss: 0.0311598 | val_loss: 0.0311584 | Time: 2578.5 ms [2022-04-09 08:55:15 main:574] : INFO : Epoch 1890 | loss: 0.0311577 | val_loss: 0.0311607 | Time: 2578.4 ms [2022-04-09 08:55:17 main:574] : INFO : Epoch 1891 | loss: 0.0311578 | val_loss: 0.0311649 | Time: 2566.21 ms [2022-04-09 08:55:20 main:574] : INFO : Epoch 1892 | loss: 0.0311595 | val_loss: 0.0311603 | Time: 2594.3 ms [2022-04-09 08:55:22 main:574] : INFO : Epoch 1893 | loss: 0.0311581 | val_loss: 0.0311683 | Time: 2571 ms [2022-04-09 08:55:25 main:574] : INFO : Epoch 1894 | loss: 0.0311586 | val_loss: 0.0311619 | Time: 2579.7 ms [2022-04-09 08:55:27 main:574] : INFO : Epoch 1895 | loss: 0.0311554 | val_loss: 0.0311611 | Time: 2558.23 ms [2022-04-09 08:55:30 main:574] : INFO : Epoch 1896 | loss: 0.0311555 | val_loss: 0.0311644 | Time: 2582.68 ms [2022-04-09 08:55:33 main:574] : INFO : Epoch 1897 | loss: 0.0311563 | val_loss: 0.0311656 | Time: 2576.42 ms [2022-04-09 08:55:35 main:574] : INFO : Epoch 1898 | loss: 0.031159 | val_loss: 0.0311652 | Time: 2564.59 ms [2022-04-09 08:55:38 main:574] : INFO : Epoch 1899 | loss: 0.0311607 | val_loss: 0.031164 | Time: 2569.51 ms [2022-04-09 08:55:40 main:574] : INFO : Epoch 1900 | loss: 0.0311613 | val_loss: 0.0311716 | Time: 2580.93 ms [2022-04-09 08:55:43 main:574] : INFO : Epoch 1901 | loss: 0.0311596 | val_loss: 0.0311714 | Time: 2567.13 ms [2022-04-09 08:55:45 main:574] : INFO : Epoch 1902 | loss: 0.0311583 | val_loss: 0.0311645 | Time: 2564.25 ms [2022-04-09 08:55:48 main:574] : INFO : Epoch 1903 | loss: 0.0311582 | val_loss: 0.0311668 | Time: 2561.63 ms [2022-04-09 08:55:51 main:574] : INFO : Epoch 1904 | loss: 0.0311559 | val_loss: 0.0311641 | Time: 2581.99 ms [2022-04-09 08:55:53 main:574] : INFO : Epoch 1905 | loss: 0.0311556 | val_loss: 0.0311629 | Time: 2559.86 ms [2022-04-09 08:55:56 main:574] : INFO : Epoch 1906 | loss: 0.0311546 | val_loss: 0.0311653 | Time: 2550.21 ms [2022-04-09 08:55:58 main:574] : INFO : Epoch 1907 | loss: 0.0311543 | val_loss: 0.0311645 | Time: 2553.91 ms [2022-04-09 08:56:01 main:574] : INFO : Epoch 1908 | loss: 0.031155 | val_loss: 0.0311637 | Time: 2560.13 ms [2022-04-09 08:56:03 main:574] : INFO : Epoch 1909 | loss: 0.0311551 | val_loss: 0.0311637 | Time: 2556.6 ms [2022-04-09 08:56:06 main:574] : INFO : Epoch 1910 | loss: 0.0311542 | val_loss: 0.0311643 | Time: 2549.6 ms [2022-04-09 08:56:08 main:574] : INFO : Epoch 1911 | loss: 0.0311563 | val_loss: 0.0311623 | Time: 2551.6 ms [2022-04-09 08:56:11 main:574] : INFO : Epoch 1912 | loss: 0.0311536 | val_loss: 0.0311633 | Time: 2578.86 ms [2022-04-09 08:56:14 main:574] : INFO : Epoch 1913 | loss: 0.0311529 | val_loss: 0.0311627 | Time: 2559.53 ms [2022-04-09 08:56:16 main:574] : INFO : Epoch 1914 | loss: 0.0311531 | val_loss: 0.0311633 | Time: 2576.59 ms [2022-04-09 08:56:19 main:574] : INFO : Epoch 1915 | loss: 0.0311526 | val_loss: 0.0311623 | Time: 2578.06 ms [2022-04-09 08:56:21 main:574] : INFO : Epoch 1916 | loss: 0.0311537 | val_loss: 0.0311661 | Time: 2585.88 ms [2022-04-09 08:56:24 main:574] : INFO : Epoch 1917 | loss: 0.0311557 | val_loss: 0.0311686 | Time: 2566.69 ms [2022-04-09 08:56:26 main:574] : INFO : Epoch 1918 | loss: 0.0311533 | val_loss: 0.0311676 | Time: 2563.93 ms [2022-04-09 08:56:29 main:574] : INFO : Epoch 1919 | loss: 0.0311516 | val_loss: 0.0311639 | Time: 2565.46 ms [2022-04-09 08:56:32 main:574] : INFO : Epoch 1920 | loss: 0.0311509 | val_loss: 0.031163 | Time: 2595.96 ms [2022-04-09 08:56:34 main:574] : INFO : Epoch 1921 | loss: 0.0311524 | val_loss: 0.0311634 | Time: 2566.22 ms [2022-04-09 08:56:37 main:574] : INFO : Epoch 1922 | loss: 0.0311531 | val_loss: 0.0311652 | Time: 2554.9 ms [2022-04-09 08:56:39 main:574] : INFO : Epoch 1923 | loss: 0.0311529 | val_loss: 0.0311637 | Time: 2558.18 ms [2022-04-09 08:56:42 main:574] : INFO : Epoch 1924 | loss: 0.0311536 | val_loss: 0.0311653 | Time: 2570.43 ms [2022-04-09 08:56:44 main:574] : INFO : Epoch 1925 | loss: 0.0311512 | val_loss: 0.0311631 | Time: 2555.43 ms [2022-04-09 08:56:47 main:574] : INFO : Epoch 1926 | loss: 0.03115 | val_loss: 0.0311634 | Time: 2553.7 ms [2022-04-09 08:56:50 main:574] : INFO : Epoch 1927 | loss: 0.0311511 | val_loss: 0.031164 | Time: 2553.3 ms [2022-04-09 08:56:52 main:574] : INFO : Epoch 1928 | loss: 0.0311557 | val_loss: 0.031167 | Time: 2563.69 ms [2022-04-09 08:56:55 main:574] : INFO : Epoch 1929 | loss: 0.0311498 | val_loss: 0.0311631 | Time: 2562.34 ms [2022-04-09 08:56:57 main:574] : INFO : Epoch 1930 | loss: 0.031151 | val_loss: 0.0311647 | Time: 2567.93 ms [2022-04-09 08:57:00 main:574] : INFO : Epoch 1931 | loss: 0.0311515 | val_loss: 0.0311651 | Time: 2564.48 ms [2022-04-09 08:57:02 main:574] : INFO : Epoch 1932 | loss: 0.0311508 | val_loss: 0.0311662 | Time: 2564.63 ms [2022-04-09 08:57:05 main:574] : INFO : Epoch 1933 | loss: 0.0311516 | val_loss: 0.031164 | Time: 2554.31 ms [2022-04-09 08:57:08 main:574] : INFO : Epoch 1934 | loss: 0.0311535 | val_loss: 0.0311651 | Time: 2558.9 ms [2022-04-09 08:57:10 main:574] : INFO : Epoch 1935 | loss: 0.0311516 | val_loss: 0.0311639 | Time: 2555.98 ms [2022-04-09 08:57:13 main:574] : INFO : Epoch 1936 | loss: 0.0311544 | val_loss: 0.0311658 | Time: 2582.51 ms [2022-04-09 08:57:15 main:574] : INFO : Epoch 1937 | loss: 0.0311627 | val_loss: 0.0311655 | Time: 2560.08 ms [2022-04-09 08:57:18 main:574] : INFO : Epoch 1938 | loss: 0.0311604 | val_loss: 0.031165 | Time: 2551.92 ms [2022-04-09 08:57:20 main:574] : INFO : Epoch 1939 | loss: 0.0311579 | val_loss: 0.0311629 | Time: 2552.2 ms [2022-04-09 08:57:23 main:574] : INFO : Epoch 1940 | loss: 0.0311564 | val_loss: 0.0311621 | Time: 2568.02 ms [2022-04-09 08:57:25 main:574] : INFO : Epoch 1941 | loss: 0.0311561 | val_loss: 0.0311626 | Time: 2550.91 ms [2022-04-09 08:57:28 main:574] : INFO : Epoch 1942 | loss: 0.0311552 | val_loss: 0.0311621 | Time: 2552.54 ms [2022-04-09 08:57:31 main:574] : INFO : Epoch 1943 | loss: 0.0311552 | val_loss: 0.0311629 | Time: 2550.72 ms [2022-04-09 08:57:33 main:574] : INFO : Epoch 1944 | loss: 0.031155 | val_loss: 0.0311672 | Time: 2570.82 ms [2022-04-09 08:57:36 main:574] : INFO : Epoch 1945 | loss: 0.0311542 | val_loss: 0.031162 | Time: 2578.17 ms [2022-04-09 08:57:38 main:574] : INFO : Epoch 1946 | loss: 0.0311536 | val_loss: 0.0311608 | Time: 2557.49 ms [2022-04-09 08:57:41 main:574] : INFO : Epoch 1947 | loss: 0.0311521 | val_loss: 0.031162 | Time: 2578.97 ms [2022-04-09 08:57:43 main:574] : INFO : Epoch 1948 | loss: 0.0311531 | val_loss: 0.0311641 | Time: 2562.1 ms [2022-04-09 08:57:46 main:574] : INFO : Epoch 1949 | loss: 0.0311514 | val_loss: 0.031162 | Time: 2567.97 ms [2022-04-09 08:57:49 main:574] : INFO : Epoch 1950 | loss: 0.0311519 | val_loss: 0.0311611 | Time: 2578.19 ms [2022-04-09 08:57:51 main:574] : INFO : Epoch 1951 | loss: 0.0311517 | val_loss: 0.0311626 | Time: 2572.6 ms [2022-04-09 08:57:54 main:574] : INFO : Epoch 1952 | loss: 0.0311514 | val_loss: 0.0311597 | Time: 2576.41 ms [2022-04-09 08:57:56 main:574] : INFO : Epoch 1953 | loss: 0.0311528 | val_loss: 0.0311625 | Time: 2567.81 ms [2022-04-09 08:57:59 main:574] : INFO : Epoch 1954 | loss: 0.0311511 | val_loss: 0.0311608 | Time: 2558.23 ms [2022-04-09 08:58:01 main:574] : INFO : Epoch 1955 | loss: 0.0311495 | val_loss: 0.0311617 | Time: 2563.39 ms [2022-04-09 08:58:04 main:574] : INFO : Epoch 1956 | loss: 0.0311531 | val_loss: 0.031178 | Time: 2560.02 ms [2022-04-09 08:58:07 main:574] : INFO : Epoch 1957 | loss: 0.0311572 | val_loss: 0.0311608 | Time: 2571.16 ms [2022-04-09 08:58:09 main:574] : INFO : Epoch 1958 | loss: 0.0311505 | val_loss: 0.031161 | Time: 2563.83 ms [2022-04-09 08:58:12 main:574] : INFO : Epoch 1959 | loss: 0.0311498 | val_loss: 0.0311626 | Time: 2562.06 ms [2022-04-09 08:58:14 main:574] : INFO : Epoch 1960 | loss: 0.0311502 | val_loss: 0.0311595 | Time: 2569.65 ms [2022-04-09 08:58:17 main:574] : INFO : Epoch 1961 | loss: 0.0311483 | val_loss: 0.0311622 | Time: 2582.14 ms [2022-04-09 08:58:19 main:574] : INFO : Epoch 1962 | loss: 0.0311505 | val_loss: 0.0311625 | Time: 2565.73 ms [2022-04-09 08:58:22 main:574] : INFO : Epoch 1963 | loss: 0.0311493 | val_loss: 0.0311619 | Time: 2575.65 ms [2022-04-09 08:58:25 main:574] : INFO : Epoch 1964 | loss: 0.0311484 | val_loss: 0.0311635 | Time: 2579.19 ms [2022-04-09 08:58:27 main:574] : INFO : Epoch 1965 | loss: 0.0311482 | val_loss: 0.0311615 | Time: 2576.82 ms [2022-04-09 08:58:30 main:574] : INFO : Epoch 1966 | loss: 0.0311486 | val_loss: 0.0311624 | Time: 2582.01 ms [2022-04-09 08:58:32 main:574] : INFO : Epoch 1967 | loss: 0.0311485 | val_loss: 0.0311591 | Time: 2579.65 ms [2022-04-09 08:58:35 main:574] : INFO : Epoch 1968 | loss: 0.0311489 | val_loss: 0.0311633 | Time: 2576.79 ms [2022-04-09 08:58:38 main:574] : INFO : Epoch 1969 | loss: 0.0311512 | val_loss: 0.0311617 | Time: 2574.71 ms [2022-04-09 08:58:40 main:574] : INFO : Epoch 1970 | loss: 0.0311505 | val_loss: 0.0311626 | Time: 2576.28 ms [2022-04-09 08:58:43 main:574] : INFO : Epoch 1971 | loss: 0.0311513 | val_loss: 0.0311603 | Time: 2565.62 ms [2022-04-09 08:58:45 main:574] : INFO : Epoch 1972 | loss: 0.0311498 | val_loss: 0.0311619 | Time: 2576.58 ms [2022-04-09 08:58:48 main:574] : INFO : Epoch 1973 | loss: 0.0311489 | val_loss: 0.0311649 | Time: 2565.53 ms [2022-04-09 08:58:50 main:574] : INFO : Epoch 1974 | loss: 0.0311521 | val_loss: 0.0311657 | Time: 2588.07 ms [2022-04-09 08:58:53 main:574] : INFO : Epoch 1975 | loss: 0.0311606 | val_loss: 0.0311631 | Time: 2568 ms [2022-04-09 08:58:56 main:574] : INFO : Epoch 1976 | loss: 0.0311557 | val_loss: 0.0311624 | Time: 2583.9 ms [2022-04-09 08:58:58 main:574] : INFO : Epoch 1977 | loss: 0.0311521 | val_loss: 0.0311602 | Time: 2581.95 ms [2022-04-09 08:59:01 main:574] : INFO : Epoch 1978 | loss: 0.0311507 | val_loss: 0.0311613 | Time: 2580.26 ms [2022-04-09 08:59:03 main:574] : INFO : Epoch 1979 | loss: 0.0311497 | val_loss: 0.0311601 | Time: 2577.79 ms [2022-04-09 08:59:06 main:574] : INFO : Epoch 1980 | loss: 0.0311494 | val_loss: 0.0311604 | Time: 2589.46 ms [2022-04-09 08:59:08 main:574] : INFO : Epoch 1981 | loss: 0.0311482 | val_loss: 0.0311611 | Time: 2585.57 ms [2022-04-09 08:59:11 main:574] : INFO : Epoch 1982 | loss: 0.0311519 | val_loss: 0.0311635 | Time: 2575.66 ms [2022-04-09 08:59:14 main:574] : INFO : Epoch 1983 | loss: 0.0311497 | val_loss: 0.0311627 | Time: 2561.82 ms [2022-04-09 08:59:16 main:574] : INFO : Epoch 1984 | loss: 0.0311479 | val_loss: 0.0311612 | Time: 2573.21 ms [2022-04-09 08:59:19 main:574] : INFO : Epoch 1985 | loss: 0.0311464 | val_loss: 0.0311615 | Time: 2583.55 ms [2022-04-09 08:59:21 main:574] : INFO : Epoch 1986 | loss: 0.0311461 | val_loss: 0.0311617 | Time: 2564.54 ms [2022-04-09 08:59:24 main:574] : INFO : Epoch 1987 | loss: 0.0311507 | val_loss: 0.0311684 | Time: 2571.78 ms [2022-04-09 08:59:27 main:574] : INFO : Epoch 1988 | loss: 0.0311541 | val_loss: 0.0311706 | Time: 2574.83 ms [2022-04-09 08:59:29 main:574] : INFO : Epoch 1989 | loss: 0.0311486 | val_loss: 0.0311638 | Time: 2566.51 ms [2022-04-09 08:59:32 main:574] : INFO : Epoch 1990 | loss: 0.0311455 | val_loss: 0.0311588 | Time: 2579.07 ms [2022-04-09 08:59:34 main:574] : INFO : Epoch 1991 | loss: 0.0311467 | val_loss: 0.0311641 | Time: 2571.85 ms [2022-04-09 08:59:37 main:574] : INFO : Epoch 1992 | loss: 0.0311527 | val_loss: 0.0311597 | Time: 2571.73 ms [2022-04-09 08:59:39 main:574] : INFO : Epoch 1993 | loss: 0.0311506 | val_loss: 0.0311617 | Time: 2573.28 ms [2022-04-09 08:59:42 main:574] : INFO : Epoch 1994 | loss: 0.0311504 | val_loss: 0.0311601 | Time: 2570.65 ms [2022-04-09 08:59:45 main:574] : INFO : Epoch 1995 | loss: 0.0311514 | val_loss: 0.0311595 | Time: 2578.63 ms [2022-04-09 08:59:47 main:574] : INFO : Epoch 1996 | loss: 0.0311483 | val_loss: 0.0311614 | Time: 2571.79 ms [2022-04-09 08:59:50 main:574] : INFO : Epoch 1997 | loss: 0.0311476 | val_loss: 0.0311615 | Time: 2569.47 ms [2022-04-09 08:59:52 main:574] : INFO : Epoch 1998 | loss: 0.0311473 | val_loss: 0.0311608 | Time: 2550.66 ms [2022-04-09 08:59:55 main:574] : INFO : Epoch 1999 | loss: 0.0311462 | val_loss: 0.0311615 | Time: 2565.55 ms [2022-04-09 08:59:57 main:574] : INFO : Epoch 2000 | loss: 0.0311459 | val_loss: 0.0311608 | Time: 2572.8 ms [2022-04-09 09:00:00 main:574] : INFO : Epoch 2001 | loss: 0.0311454 | val_loss: 0.031162 | Time: 2569.86 ms [2022-04-09 09:00:03 main:574] : INFO : Epoch 2002 | loss: 0.0311477 | val_loss: 0.0311825 | Time: 2565.81 ms [2022-04-09 09:00:05 main:574] : INFO : Epoch 2003 | loss: 0.0311516 | val_loss: 0.031161 | Time: 2565.08 ms [2022-04-09 09:00:08 main:574] : INFO : Epoch 2004 | loss: 0.031148 | val_loss: 0.0311593 | Time: 2571.2 ms [2022-04-09 09:00:10 main:574] : INFO : Epoch 2005 | loss: 0.0311478 | val_loss: 0.0311631 | Time: 2600.81 ms [2022-04-09 09:00:13 main:574] : INFO : Epoch 2006 | loss: 0.0311509 | val_loss: 0.0311726 | Time: 2581.63 ms [2022-04-09 09:00:15 main:574] : INFO : Epoch 2007 | loss: 0.031151 | val_loss: 0.0311642 | Time: 2573.25 ms [2022-04-09 09:00:18 main:574] : INFO : Epoch 2008 | loss: 0.0311483 | val_loss: 0.0311652 | Time: 2585.13 ms [2022-04-09 09:00:21 main:574] : INFO : Epoch 2009 | loss: 0.0311468 | val_loss: 0.0311598 | Time: 2577.09 ms [2022-04-09 09:00:23 main:574] : INFO : Epoch 2010 | loss: 0.0311454 | val_loss: 0.0311617 | Time: 2573.31 ms [2022-04-09 09:00:26 main:574] : INFO : Epoch 2011 | loss: 0.0311448 | val_loss: 0.0311628 | Time: 2571.82 ms [2022-04-09 09:00:28 main:574] : INFO : Epoch 2012 | loss: 0.0311451 | val_loss: 0.0311635 | Time: 2578 ms [2022-04-09 09:00:31 main:574] : INFO : Epoch 2013 | loss: 0.0311467 | val_loss: 0.0311708 | Time: 2573.53 ms [2022-04-09 09:00:33 main:574] : INFO : Epoch 2014 | loss: 0.0311463 | val_loss: 0.0311639 | Time: 2568.24 ms [2022-04-09 09:00:36 main:574] : INFO : Epoch 2015 | loss: 0.0311452 | val_loss: 0.0311631 | Time: 2578.35 ms [2022-04-09 09:00:39 main:574] : INFO : Epoch 2016 | loss: 0.031145 | val_loss: 0.0311628 | Time: 2575.01 ms [2022-04-09 09:00:41 main:574] : INFO : Epoch 2017 | loss: 0.0311442 | val_loss: 0.031166 | Time: 2573.1 ms [2022-04-09 09:00:44 main:574] : INFO : Epoch 2018 | loss: 0.0311444 | val_loss: 0.0311619 | Time: 2559.69 ms [2022-04-09 09:00:46 main:574] : INFO : Epoch 2019 | loss: 0.031146 | val_loss: 0.031165 | Time: 2568.2 ms [2022-04-09 09:00:49 main:574] : INFO : Epoch 2020 | loss: 0.0311438 | val_loss: 0.0311614 | Time: 2560.97 ms [2022-04-09 09:00:51 main:574] : INFO : Epoch 2021 | loss: 0.0311431 | val_loss: 0.0311598 | Time: 2580.14 ms [2022-04-09 09:00:54 main:574] : INFO : Epoch 2022 | loss: 0.0311439 | val_loss: 0.0311629 | Time: 2564.47 ms [2022-04-09 09:00:57 main:574] : INFO : Epoch 2023 | loss: 0.0311449 | val_loss: 0.0311609 | Time: 2578.65 ms [2022-04-09 09:00:59 main:574] : INFO : Epoch 2024 | loss: 0.0311454 | val_loss: 0.031164 | Time: 2570.08 ms [2022-04-09 09:01:02 main:574] : INFO : Epoch 2025 | loss: 0.0311437 | val_loss: 0.0311621 | Time: 2577.9 ms [2022-04-09 09:01:04 main:574] : INFO : Epoch 2026 | loss: 0.0311422 | val_loss: 0.0311633 | Time: 2554.01 ms [2022-04-09 09:01:07 main:574] : INFO : Epoch 2027 | loss: 0.0311423 | val_loss: 0.0311628 | Time: 2552.14 ms [2022-04-09 09:01:09 main:574] : INFO : Epoch 2028 | loss: 0.0311435 | val_loss: 0.0311645 | Time: 2551.86 ms [2022-04-09 09:01:12 main:574] : INFO : Epoch 2029 | loss: 0.0311451 | val_loss: 0.0311642 | Time: 2572.4 ms [2022-04-09 09:01:15 main:574] : INFO : Epoch 2030 | loss: 0.0311451 | val_loss: 0.0311682 | Time: 2554.13 ms [2022-04-09 09:01:17 main:574] : INFO : Epoch 2031 | loss: 0.0311476 | val_loss: 0.0311641 | Time: 2554.46 ms [2022-04-09 09:01:20 main:574] : INFO : Epoch 2032 | loss: 0.0311478 | val_loss: 0.0311711 | Time: 2561.39 ms [2022-04-09 09:01:22 main:574] : INFO : Epoch 2033 | loss: 0.0311493 | val_loss: 0.0311656 | Time: 2576.24 ms [2022-04-09 09:01:25 main:574] : INFO : Epoch 2034 | loss: 0.0311464 | val_loss: 0.0311649 | Time: 2571.86 ms [2022-04-09 09:01:27 main:574] : INFO : Epoch 2035 | loss: 0.0311483 | val_loss: 0.0311647 | Time: 2572.37 ms [2022-04-09 09:01:30 main:574] : INFO : Epoch 2036 | loss: 0.0311494 | val_loss: 0.031166 | Time: 2573.23 ms [2022-04-09 09:01:33 main:574] : INFO : Epoch 2037 | loss: 0.0311483 | val_loss: 0.0311614 | Time: 2576.06 ms [2022-04-09 09:01:35 main:574] : INFO : Epoch 2038 | loss: 0.0311462 | val_loss: 0.0311628 | Time: 2570.66 ms [2022-04-09 09:01:38 main:574] : INFO : Epoch 2039 | loss: 0.0311459 | val_loss: 0.0311632 | Time: 2570.52 ms [2022-04-09 09:01:40 main:574] : INFO : Epoch 2040 | loss: 0.0311443 | val_loss: 0.0311625 | Time: 2566.95 ms [2022-04-09 09:01:43 main:574] : INFO : Epoch 2041 | loss: 0.0311443 | val_loss: 0.0311703 | Time: 2573.25 ms [2022-04-09 09:01:45 main:574] : INFO : Epoch 2042 | loss: 0.0311469 | val_loss: 0.0311808 | Time: 2562.96 ms [2022-04-09 09:01:48 main:574] : INFO : Epoch 2043 | loss: 0.0311646 | val_loss: 0.0311661 | Time: 2562.22 ms [2022-04-09 09:01:51 main:574] : INFO : Epoch 2044 | loss: 0.0359221 | val_loss: 0.0376613 | Time: 2563.34 ms [2022-04-09 09:01:53 main:574] : INFO : Epoch 2045 | loss: 0.0337308 | val_loss: 0.0318207 | Time: 2592.52 ms [2022-04-09 09:01:56 main:574] : INFO : Epoch 2046 | loss: 0.0314292 | val_loss: 0.0312668 | Time: 2565.53 ms [2022-04-09 09:01:58 main:574] : INFO : Epoch 2047 | loss: 0.0312503 | val_loss: 0.0312148 | Time: 2564.3 ms [2022-04-09 09:02:01 main:574] : INFO : Epoch 2048 | loss: 0.0312079 | val_loss: 0.0311912 | Time: 2564.62 ms [2022-04-09 09:02:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311912 [2022-04-09 09:02:01 main:603] : INFO : Saving end state to config to file [2022-04-09 09:02:01 main:608] : INFO : Success, exiting.. 09:02:01 (18956): 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)