Task 5074744
| Name | ParityMachine-1619235517-13544-0_0 |
| Workunit | 3043175 |
| Created | 24 Apr 2021, 3:38:39 UTC |
| Sent | 26 Apr 2021, 13:47:38 UTC |
| Report deadline | 4 May 2021, 13:47:38 UTC |
| Received | 26 Apr 2021, 15:23:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5173 |
| Run time | 1 hours 35 min 19 sec |
| CPU time | 1 hours 34 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,491.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.0309915 | val_loss: 0.0311488 | Time: 2763.33 ms [2021-04-26 17:00:01 main:574] : INFO : Epoch 1543 | loss: 0.0309857 | val_loss: 0.0311634 | Time: 2762.76 ms [2021-04-26 17:00:04 main:574] : INFO : Epoch 1544 | loss: 0.0309856 | val_loss: 0.0311652 | Time: 2777.27 ms [2021-04-26 17:00:07 main:574] : INFO : Epoch 1545 | loss: 0.0309908 | val_loss: 0.0311699 | Time: 2760.09 ms [2021-04-26 17:00:10 main:574] : INFO : Epoch 1546 | loss: 0.0309891 | val_loss: 0.031175 | Time: 2747.21 ms [2021-04-26 17:00:12 main:574] : INFO : Epoch 1547 | loss: 0.030987 | val_loss: 0.0311667 | Time: 2746.55 ms [2021-04-26 17:00:15 main:574] : INFO : Epoch 1548 | loss: 0.0309858 | val_loss: 0.0311606 | Time: 2773.01 ms [2021-04-26 17:00:18 main:574] : INFO : Epoch 1549 | loss: 0.0309812 | val_loss: 0.0311542 | Time: 2772.86 ms [2021-04-26 17:00:21 main:574] : INFO : Epoch 1550 | loss: 0.0309842 | val_loss: 0.0311742 | Time: 2768.26 ms [2021-04-26 17:00:24 main:574] : INFO : Epoch 1551 | loss: 0.0309807 | val_loss: 0.031164 | Time: 2756.17 ms [2021-04-26 17:00:26 main:574] : INFO : Epoch 1552 | loss: 0.0309887 | val_loss: 0.0311635 | Time: 2763.73 ms [2021-04-26 17:00:29 main:574] : INFO : Epoch 1553 | loss: 0.0309866 | val_loss: 0.0311522 | Time: 2758.52 ms [2021-04-26 17:00:32 main:574] : INFO : Epoch 1554 | loss: 0.0309774 | val_loss: 0.0311811 | Time: 2766.59 ms [2021-04-26 17:00:35 main:574] : INFO : Epoch 1555 | loss: 0.0309811 | val_loss: 0.0311628 | Time: 2765.2 ms [2021-04-26 17:00:38 main:574] : INFO : Epoch 1556 | loss: 0.0309853 | val_loss: 0.0311704 | Time: 2766.98 ms [2021-04-26 17:00:40 main:574] : INFO : Epoch 1557 | loss: 0.0309819 | val_loss: 0.0311818 | Time: 2759.69 ms [2021-04-26 17:00:43 main:574] : INFO : Epoch 1558 | loss: 0.0309819 | val_loss: 0.0311747 | Time: 2760.82 ms [2021-04-26 17:00:46 main:574] : INFO : Epoch 1559 | loss: 0.0309883 | val_loss: 0.0311916 | Time: 2773.74 ms [2021-04-26 17:00:49 main:574] : INFO : Epoch 1560 | loss: 0.0309866 | val_loss: 0.0311838 | Time: 2763.06 ms [2021-04-26 17:00:51 main:574] : INFO : Epoch 1561 | loss: 0.0309867 | val_loss: 0.0311674 | Time: 2761.29 ms [2021-04-26 17:00:54 main:574] : INFO : Epoch 1562 | loss: 0.030993 | val_loss: 0.0311668 | Time: 2772.16 ms [2021-04-26 17:00:57 main:574] : INFO : Epoch 1563 | loss: 0.0309841 | val_loss: 0.0311636 | Time: 2766.83 ms [2021-04-26 17:01:00 main:574] : INFO : Epoch 1564 | loss: 0.0309877 | val_loss: 0.0311446 | Time: 2747.49 ms [2021-04-26 17:01:03 main:574] : INFO : Epoch 1565 | loss: 0.0309849 | val_loss: 0.0311618 | Time: 2748.26 ms [2021-04-26 17:01:05 main:574] : INFO : Epoch 1566 | loss: 0.0309832 | val_loss: 0.0311786 | Time: 2765.82 ms [2021-04-26 17:01:08 main:574] : INFO : Epoch 1567 | loss: 0.0309805 | val_loss: 0.0311683 | Time: 2772.92 ms [2021-04-26 17:01:11 main:574] : INFO : Epoch 1568 | loss: 0.0309808 | val_loss: 0.0311593 | Time: 2761.69 ms [2021-04-26 17:01:14 main:574] : INFO : Epoch 1569 | loss: 0.0310085 | val_loss: 0.0311561 | Time: 2753.64 ms [2021-04-26 17:01:16 main:574] : INFO : Epoch 1570 | loss: 0.0310155 | val_loss: 0.0311558 | Time: 2762.19 ms [2021-04-26 17:01:19 main:574] : INFO : Epoch 1571 | loss: 0.0309959 | val_loss: 0.0311623 | Time: 2762.04 ms [2021-04-26 17:01:22 main:574] : INFO : Epoch 1572 | loss: 0.030982 | val_loss: 0.0311722 | Time: 2764.35 ms [2021-04-26 17:01:25 main:574] : INFO : Epoch 1573 | loss: 0.0309761 | val_loss: 0.0311793 | Time: 2756.15 ms [2021-04-26 17:01:28 main:574] : INFO : Epoch 1574 | loss: 0.0309757 | val_loss: 0.031164 | Time: 2769.33 ms [2021-04-26 17:01:30 main:574] : INFO : Epoch 1575 | loss: 0.0309848 | val_loss: 0.0311895 | Time: 2766.22 ms [2021-04-26 17:01:33 main:574] : INFO : Epoch 1576 | loss: 0.0309799 | val_loss: 0.0311998 | Time: 2768.95 ms [2021-04-26 17:01:36 main:574] : INFO : Epoch 1577 | loss: 0.0309832 | val_loss: 0.0311574 | Time: 2770.66 ms [2021-04-26 17:01:39 main:574] : INFO : Epoch 1578 | loss: 0.0309864 | val_loss: 0.0311603 | Time: 2770.11 ms [2021-04-26 17:01:42 main:574] : INFO : Epoch 1579 | loss: 0.0309869 | val_loss: 0.0311608 | Time: 2743.31 ms [2021-04-26 17:01:44 main:574] : INFO : Epoch 1580 | loss: 0.0309771 | val_loss: 0.0311613 | Time: 2752.25 ms [2021-04-26 17:01:47 main:574] : INFO : Epoch 1581 | loss: 0.0309777 | val_loss: 0.0311746 | Time: 2783.15 ms [2021-04-26 17:01:50 main:574] : INFO : Epoch 1582 | loss: 0.0309802 | val_loss: 0.0311663 | Time: 2762.35 ms [2021-04-26 17:01:53 main:574] : INFO : Epoch 1583 | loss: 0.030987 | val_loss: 0.0311576 | Time: 2763.41 ms [2021-04-26 17:01:55 main:574] : INFO : Epoch 1584 | loss: 0.0309868 | val_loss: 0.0311798 | Time: 2761.72 ms [2021-04-26 17:01:58 main:574] : INFO : Epoch 1585 | loss: 0.0309798 | val_loss: 0.0311747 | Time: 2759.45 ms [2021-04-26 17:02:01 main:574] : INFO : Epoch 1586 | loss: 0.0309744 | val_loss: 0.0311901 | Time: 2763.23 ms [2021-04-26 17:02:04 main:574] : INFO : Epoch 1587 | loss: 0.0309773 | val_loss: 0.0311822 | Time: 2771.27 ms [2021-04-26 17:02:07 main:574] : INFO : Epoch 1588 | loss: 0.0309909 | val_loss: 0.0311818 | Time: 2776.35 ms [2021-04-26 17:02:09 main:574] : INFO : Epoch 1589 | loss: 0.030989 | val_loss: 0.0311709 | Time: 2765.85 ms [2021-04-26 17:02:12 main:574] : INFO : Epoch 1590 | loss: 0.0309862 | val_loss: 0.0311788 | Time: 2757.8 ms [2021-04-26 17:02:15 main:574] : INFO : Epoch 1591 | loss: 0.0309772 | val_loss: 0.0311795 | Time: 2764.91 ms [2021-04-26 17:02:18 main:574] : INFO : Epoch 1592 | loss: 0.0309754 | val_loss: 0.0311805 | Time: 2776.13 ms [2021-04-26 17:02:20 main:574] : INFO : Epoch 1593 | loss: 0.0309764 | val_loss: 0.0311707 | Time: 2761.09 ms [2021-04-26 17:02:23 main:574] : INFO : Epoch 1594 | loss: 0.0309756 | val_loss: 0.0311648 | Time: 2767.19 ms [2021-04-26 17:02:26 main:574] : INFO : Epoch 1595 | loss: 0.0309799 | val_loss: 0.0311911 | Time: 2754.08 ms [2021-04-26 17:02:29 main:574] : INFO : Epoch 1596 | loss: 0.0309787 | val_loss: 0.0311792 | Time: 2760.69 ms [2021-04-26 17:02:32 main:574] : INFO : Epoch 1597 | loss: 0.0309816 | val_loss: 0.0311862 | Time: 2758.28 ms [2021-04-26 17:02:34 main:574] : INFO : Epoch 1598 | loss: 0.0309946 | val_loss: 0.0312013 | Time: 2779.62 ms [2021-04-26 17:02:37 main:574] : INFO : Epoch 1599 | loss: 0.0309897 | val_loss: 0.0311645 | Time: 2763.16 ms [2021-04-26 17:02:40 main:574] : INFO : Epoch 1600 | loss: 0.0309868 | val_loss: 0.0311505 | Time: 2765.01 ms [2021-04-26 17:02:43 main:574] : INFO : Epoch 1601 | loss: 0.0309761 | val_loss: 0.0311795 | Time: 2760.1 ms [2021-04-26 17:02:46 main:574] : INFO : Epoch 1602 | loss: 0.0309721 | val_loss: 0.0311822 | Time: 2763.43 ms [2021-04-26 17:02:48 main:574] : INFO : Epoch 1603 | loss: 0.0309715 | val_loss: 0.0311744 | Time: 2776.59 ms [2021-04-26 17:02:51 main:574] : INFO : Epoch 1604 | loss: 0.0309742 | val_loss: 0.0311649 | Time: 2761.15 ms [2021-04-26 17:02:54 main:574] : INFO : Epoch 1605 | loss: 0.0309731 | val_loss: 0.0311701 | Time: 2771.07 ms [2021-04-26 17:02:57 main:574] : INFO : Epoch 1606 | loss: 0.0309768 | val_loss: 0.031185 | Time: 2761.89 ms [2021-04-26 17:02:59 main:574] : INFO : Epoch 1607 | loss: 0.0309781 | val_loss: 0.0311746 | Time: 2761.8 ms [2021-04-26 17:03:02 main:574] : INFO : Epoch 1608 | loss: 0.0309716 | val_loss: 0.0311841 | Time: 2757.67 ms [2021-04-26 17:03:05 main:574] : INFO : Epoch 1609 | loss: 0.0309671 | val_loss: 0.0311995 | Time: 2763.56 ms [2021-04-26 17:03:08 main:574] : INFO : Epoch 1610 | loss: 0.0309774 | val_loss: 0.0311941 | Time: 2753.11 ms [2021-04-26 17:03:11 main:574] : INFO : Epoch 1611 | loss: 0.0310005 | val_loss: 0.0311659 | Time: 2759.13 ms [2021-04-26 17:03:13 main:574] : INFO : Epoch 1612 | loss: 0.0309929 | val_loss: 0.0311632 | Time: 2759.56 ms [2021-04-26 17:03:16 main:574] : INFO : Epoch 1613 | loss: 0.0309802 | val_loss: 0.0311587 | Time: 2773.27 ms [2021-04-26 17:03:19 main:574] : INFO : Epoch 1614 | loss: 0.030979 | val_loss: 0.0312029 | Time: 2769.25 ms [2021-04-26 17:03:22 main:574] : INFO : Epoch 1615 | loss: 0.0309737 | val_loss: 0.0311727 | Time: 2745.49 ms [2021-04-26 17:03:25 main:574] : INFO : Epoch 1616 | loss: 0.0309714 | val_loss: 0.0311628 | Time: 2762.6 ms [2021-04-26 17:03:27 main:574] : INFO : Epoch 1617 | loss: 0.0309769 | val_loss: 0.0311826 | Time: 2764.52 ms [2021-04-26 17:03:30 main:574] : INFO : Epoch 1618 | loss: 0.0309774 | val_loss: 0.0311588 | Time: 2763.1 ms [2021-04-26 17:03:33 main:574] : INFO : Epoch 1619 | loss: 0.0309764 | val_loss: 0.0311793 | Time: 2763.18 ms [2021-04-26 17:03:36 main:574] : INFO : Epoch 1620 | loss: 0.030973 | val_loss: 0.0311691 | Time: 2766.56 ms [2021-04-26 17:03:38 main:574] : INFO : Epoch 1621 | loss: 0.0309723 | val_loss: 0.0311538 | Time: 2766.1 ms [2021-04-26 17:03:41 main:574] : INFO : Epoch 1622 | loss: 0.0309734 | val_loss: 0.0311684 | Time: 2770.6 ms [2021-04-26 17:03:44 main:574] : INFO : Epoch 1623 | loss: 0.0309761 | val_loss: 0.0311708 | Time: 2772.32 ms [2021-04-26 17:03:47 main:574] : INFO : Epoch 1624 | loss: 0.0309797 | val_loss: 0.031173 | Time: 2765.72 ms [2021-04-26 17:03:50 main:574] : INFO : Epoch 1625 | loss: 0.0309717 | val_loss: 0.0311778 | Time: 2770.07 ms [2021-04-26 17:03:52 main:574] : INFO : Epoch 1626 | loss: 0.0309752 | val_loss: 0.031166 | Time: 2756.49 ms [2021-04-26 17:03:55 main:574] : INFO : Epoch 1627 | loss: 0.0309771 | val_loss: 0.0311721 | Time: 2763.95 ms [2021-04-26 17:03:58 main:574] : INFO : Epoch 1628 | loss: 0.0309725 | val_loss: 0.0311652 | Time: 2779.87 ms [2021-04-26 17:04:01 main:574] : INFO : Epoch 1629 | loss: 0.0309767 | val_loss: 0.0311708 | Time: 2770.65 ms [2021-04-26 17:04:03 main:574] : INFO : Epoch 1630 | loss: 0.0309775 | val_loss: 0.0311638 | Time: 2763.53 ms [2021-04-26 17:04:06 main:574] : INFO : Epoch 1631 | loss: 0.0309733 | val_loss: 0.0311779 | Time: 2756.31 ms [2021-04-26 17:04:09 main:574] : INFO : Epoch 1632 | loss: 0.0309748 | val_loss: 0.0311783 | Time: 2762.24 ms [2021-04-26 17:04:12 main:574] : INFO : Epoch 1633 | loss: 0.0309723 | val_loss: 0.0311827 | Time: 2763.78 ms [2021-04-26 17:04:15 main:574] : INFO : Epoch 1634 | loss: 0.0309719 | val_loss: 0.0311754 | Time: 2772.95 ms [2021-04-26 17:04:17 main:574] : INFO : Epoch 1635 | loss: 0.0309756 | val_loss: 0.0311803 | Time: 2757.92 ms [2021-04-26 17:04:20 main:574] : INFO : Epoch 1636 | loss: 0.0309734 | val_loss: 0.0311826 | Time: 2766.73 ms [2021-04-26 17:04:23 main:574] : INFO : Epoch 1637 | loss: 0.0309715 | val_loss: 0.0311748 | Time: 2758.55 ms [2021-04-26 17:04:26 main:574] : INFO : Epoch 1638 | loss: 0.0309722 | val_loss: 0.031171 | Time: 2763.46 ms [2021-04-26 17:04:29 main:574] : INFO : Epoch 1639 | loss: 0.0309694 | val_loss: 0.0311635 | Time: 2766.8 ms [2021-04-26 17:04:31 main:574] : INFO : Epoch 1640 | loss: 0.0309688 | val_loss: 0.0311754 | Time: 2770.69 ms [2021-04-26 17:04:34 main:574] : INFO : Epoch 1641 | loss: 0.0309727 | val_loss: 0.0311764 | Time: 2766.06 ms [2021-04-26 17:04:37 main:574] : INFO : Epoch 1642 | loss: 0.0309729 | val_loss: 0.0311863 | Time: 2757.47 ms [2021-04-26 17:04:40 main:574] : INFO : Epoch 1643 | loss: 0.0309705 | val_loss: 0.0311792 | Time: 2759.66 ms [2021-04-26 17:04:42 main:574] : INFO : Epoch 1644 | loss: 0.0309779 | val_loss: 0.0311625 | Time: 2761.78 ms [2021-04-26 17:04:45 main:574] : INFO : Epoch 1645 | loss: 0.0309774 | val_loss: 0.0311539 | Time: 2768.31 ms [2021-04-26 17:04:48 main:574] : INFO : Epoch 1646 | loss: 0.0309722 | val_loss: 0.0311577 | Time: 2757.81 ms [2021-04-26 17:04:51 main:574] : INFO : Epoch 1647 | loss: 0.0309702 | val_loss: 0.0311823 | Time: 2759.68 ms [2021-04-26 17:04:54 main:574] : INFO : Epoch 1648 | loss: 0.0309657 | val_loss: 0.0311768 | Time: 2761.57 ms [2021-04-26 17:04:56 main:574] : INFO : Epoch 1649 | loss: 0.0309785 | val_loss: 0.0311852 | Time: 2756.55 ms [2021-04-26 17:04:59 main:574] : INFO : Epoch 1650 | loss: 0.0309752 | val_loss: 0.0311818 | Time: 2759.26 ms [2021-04-26 17:05:02 main:574] : INFO : Epoch 1651 | loss: 0.0309695 | val_loss: 0.031193 | Time: 2754.89 ms [2021-04-26 17:05:05 main:574] : INFO : Epoch 1652 | loss: 0.030971 | val_loss: 0.031177 | Time: 2757.92 ms [2021-04-26 17:05:08 main:574] : INFO : Epoch 1653 | loss: 0.0309706 | val_loss: 0.0311782 | Time: 2767.13 ms [2021-04-26 17:05:10 main:574] : INFO : Epoch 1654 | loss: 0.0309799 | val_loss: 0.0311665 | Time: 2757.78 ms [2021-04-26 17:05:13 main:574] : INFO : Epoch 1655 | loss: 0.0309764 | val_loss: 0.031176 | Time: 2771.67 ms [2021-04-26 17:05:16 main:574] : INFO : Epoch 1656 | loss: 0.0309714 | val_loss: 0.0311897 | Time: 2766.24 ms [2021-04-26 17:05:19 main:574] : INFO : Epoch 1657 | loss: 0.0309666 | val_loss: 0.0311674 | Time: 2761.19 ms [2021-04-26 17:05:21 main:574] : INFO : Epoch 1658 | loss: 0.0309701 | val_loss: 0.0311838 | Time: 2761.6 ms [2021-04-26 17:05:24 main:574] : INFO : Epoch 1659 | loss: 0.0309682 | val_loss: 0.0311699 | Time: 2771.54 ms [2021-04-26 17:05:27 main:574] : INFO : Epoch 1660 | loss: 0.0309683 | val_loss: 0.0311739 | Time: 2766.04 ms [2021-04-26 17:05:30 main:574] : INFO : Epoch 1661 | loss: 0.0309696 | val_loss: 0.0311763 | Time: 2763.69 ms [2021-04-26 17:05:33 main:574] : INFO : Epoch 1662 | loss: 0.0309693 | val_loss: 0.0311678 | Time: 2758.87 ms [2021-04-26 17:05:35 main:574] : INFO : Epoch 1663 | loss: 0.0309808 | val_loss: 0.0311502 | Time: 2765.38 ms [2021-04-26 17:05:38 main:574] : INFO : Epoch 1664 | loss: 0.030983 | val_loss: 0.031145 | Time: 2778.89 ms [2021-04-26 17:05:41 main:574] : INFO : Epoch 1665 | loss: 0.030973 | val_loss: 0.0311727 | Time: 2758.65 ms [2021-04-26 17:05:44 main:574] : INFO : Epoch 1666 | loss: 0.0309674 | val_loss: 0.0311666 | Time: 2762.39 ms [2021-04-26 17:05:46 main:574] : INFO : Epoch 1667 | loss: 0.0309704 | val_loss: 0.0311731 | Time: 2760.77 ms [2021-04-26 17:05:49 main:574] : INFO : Epoch 1668 | loss: 0.0309678 | val_loss: 0.031175 | Time: 2763.58 ms [2021-04-26 17:05:52 main:574] : INFO : Epoch 1669 | loss: 0.0309648 | val_loss: 0.0311818 | Time: 2756 ms [2021-04-26 17:05:55 main:574] : INFO : Epoch 1670 | loss: 0.0309656 | val_loss: 0.0311704 | Time: 2761.6 ms [2021-04-26 17:05:58 main:574] : INFO : Epoch 1671 | loss: 0.0309645 | val_loss: 0.0311829 | Time: 2765.52 ms [2021-04-26 17:06:00 main:574] : INFO : Epoch 1672 | loss: 0.0309678 | val_loss: 0.0311774 | Time: 2766.27 ms [2021-04-26 17:06:03 main:574] : INFO : Epoch 1673 | loss: 0.03097 | val_loss: 0.0311915 | Time: 2772.04 ms [2021-04-26 17:06:06 main:574] : INFO : Epoch 1674 | loss: 0.0309707 | val_loss: 0.0311888 | Time: 2768.5 ms [2021-04-26 17:06:09 main:574] : INFO : Epoch 1675 | loss: 0.0309726 | val_loss: 0.0311792 | Time: 2766.25 ms [2021-04-26 17:06:12 main:574] : INFO : Epoch 1676 | loss: 0.0309698 | val_loss: 0.0311712 | Time: 2769.03 ms [2021-04-26 17:06:14 main:574] : INFO : Epoch 1677 | loss: 0.0309698 | val_loss: 0.0311755 | Time: 2772.99 ms [2021-04-26 17:06:17 main:574] : INFO : Epoch 1678 | loss: 0.0309607 | val_loss: 0.0311808 | Time: 2771.24 ms [2021-04-26 17:06:20 main:574] : INFO : Epoch 1679 | loss: 0.0309611 | val_loss: 0.0312003 | Time: 2760.32 ms [2021-04-26 17:06:23 main:574] : INFO : Epoch 1680 | loss: 0.0309659 | val_loss: 0.0311924 | Time: 2760.87 ms [2021-04-26 17:06:25 main:574] : INFO : Epoch 1681 | loss: 0.0309626 | val_loss: 0.0311723 | Time: 2769.93 ms [2021-04-26 17:06:28 main:574] : INFO : Epoch 1682 | loss: 0.0309586 | val_loss: 0.0311876 | Time: 2767.08 ms [2021-04-26 17:06:31 main:574] : INFO : Epoch 1683 | loss: 0.0309578 | val_loss: 0.0311913 | Time: 2764.59 ms [2021-04-26 17:06:34 main:574] : INFO : Epoch 1684 | loss: 0.0309594 | val_loss: 0.0311722 | Time: 2787.21 ms [2021-04-26 17:06:37 main:574] : INFO : Epoch 1685 | loss: 0.030963 | val_loss: 0.0311978 | Time: 2763.52 ms [2021-04-26 17:06:39 main:574] : INFO : Epoch 1686 | loss: 0.0309764 | val_loss: 0.0311962 | Time: 2751.08 ms [2021-04-26 17:06:42 main:574] : INFO : Epoch 1687 | loss: 0.0309701 | val_loss: 0.0311911 | Time: 2774.06 ms [2021-04-26 17:06:45 main:574] : INFO : Epoch 1688 | loss: 0.0309654 | val_loss: 0.0312149 | Time: 2760.83 ms [2021-04-26 17:06:48 main:574] : INFO : Epoch 1689 | loss: 0.0309636 | val_loss: 0.031197 | Time: 2770.23 ms [2021-04-26 17:06:51 main:574] : INFO : Epoch 1690 | loss: 0.0309651 | val_loss: 0.0311866 | Time: 2762.16 ms [2021-04-26 17:06:53 main:574] : INFO : Epoch 1691 | loss: 0.0309878 | val_loss: 0.0311734 | Time: 2760.11 ms [2021-04-26 17:06:56 main:574] : INFO : Epoch 1692 | loss: 0.0309709 | val_loss: 0.0311717 | Time: 2759.59 ms [2021-04-26 17:06:59 main:574] : INFO : Epoch 1693 | loss: 0.0309616 | val_loss: 0.0311674 | Time: 2759.07 ms [2021-04-26 17:07:02 main:574] : INFO : Epoch 1694 | loss: 0.030973 | val_loss: 0.0311843 | Time: 2764.26 ms [2021-04-26 17:07:04 main:574] : INFO : Epoch 1695 | loss: 0.0309702 | val_loss: 0.0311639 | Time: 2752.34 ms [2021-04-26 17:07:07 main:574] : INFO : Epoch 1696 | loss: 0.0309681 | val_loss: 0.0311636 | Time: 2769.98 ms [2021-04-26 17:07:10 main:574] : INFO : Epoch 1697 | loss: 0.0309689 | val_loss: 0.0311962 | Time: 2765.05 ms [2021-04-26 17:07:13 main:574] : INFO : Epoch 1698 | loss: 0.0309661 | val_loss: 0.0312061 | Time: 2751.93 ms [2021-04-26 17:07:16 main:574] : INFO : Epoch 1699 | loss: 0.0309666 | val_loss: 0.0311683 | Time: 2765.34 ms [2021-04-26 17:07:18 main:574] : INFO : Epoch 1700 | loss: 0.0309646 | val_loss: 0.0311803 | Time: 2762.38 ms [2021-04-26 17:07:21 main:574] : INFO : Epoch 1701 | loss: 0.0309671 | val_loss: 0.0311923 | Time: 2755.65 ms [2021-04-26 17:07:24 main:574] : INFO : Epoch 1702 | loss: 0.0309662 | val_loss: 0.0311895 | Time: 2761.61 ms [2021-04-26 17:07:27 main:574] : INFO : Epoch 1703 | loss: 0.0309615 | val_loss: 0.0311844 | Time: 2766.23 ms [2021-04-26 17:07:29 main:574] : INFO : Epoch 1704 | loss: 0.0309588 | val_loss: 0.0311987 | Time: 2764.57 ms [2021-04-26 17:07:32 main:574] : INFO : Epoch 1705 | loss: 0.0309632 | val_loss: 0.0311851 | Time: 2758.82 ms [2021-04-26 17:07:35 main:574] : INFO : Epoch 1706 | loss: 0.0309676 | val_loss: 0.0312087 | Time: 2771.03 ms [2021-04-26 17:07:38 main:574] : INFO : Epoch 1707 | loss: 0.0309631 | val_loss: 0.031183 | Time: 2759.01 ms [2021-04-26 17:07:41 main:574] : INFO : Epoch 1708 | loss: 0.0309568 | val_loss: 0.0312115 | Time: 2754.1 ms [2021-04-26 17:07:43 main:574] : INFO : Epoch 1709 | loss: 0.0309655 | val_loss: 0.0311823 | Time: 2758.23 ms [2021-04-26 17:07:46 main:574] : INFO : Epoch 1710 | loss: 0.0309659 | val_loss: 0.0311714 | Time: 2766.62 ms [2021-04-26 17:07:49 main:574] : INFO : Epoch 1711 | loss: 0.0309701 | val_loss: 0.0311786 | Time: 2761.97 ms [2021-04-26 17:07:52 main:574] : INFO : Epoch 1712 | loss: 0.0309618 | val_loss: 0.0311901 | Time: 2755.92 ms [2021-04-26 17:07:54 main:574] : INFO : Epoch 1713 | loss: 0.0309671 | val_loss: 0.0311853 | Time: 2758.7 ms [2021-04-26 17:07:57 main:574] : INFO : Epoch 1714 | loss: 0.0309827 | val_loss: 0.0311946 | Time: 2766.86 ms [2021-04-26 17:08:00 main:574] : INFO : Epoch 1715 | loss: 0.0309704 | val_loss: 0.0311965 | Time: 2773.87 ms [2021-04-26 17:08:03 main:574] : INFO : Epoch 1716 | loss: 0.0309684 | val_loss: 0.0311857 | Time: 2761.04 ms [2021-04-26 17:08:06 main:574] : INFO : Epoch 1717 | loss: 0.0309638 | val_loss: 0.0311987 | Time: 2755.18 ms [2021-04-26 17:08:08 main:574] : INFO : Epoch 1718 | loss: 0.0309641 | val_loss: 0.0311807 | Time: 2765.41 ms [2021-04-26 17:08:11 main:574] : INFO : Epoch 1719 | loss: 0.0309618 | val_loss: 0.0311683 | Time: 2767.81 ms [2021-04-26 17:08:14 main:574] : INFO : Epoch 1720 | loss: 0.0309608 | val_loss: 0.0311731 | Time: 2757.28 ms [2021-04-26 17:08:17 main:574] : INFO : Epoch 1721 | loss: 0.0309658 | val_loss: 0.0311757 | Time: 2763.58 ms [2021-04-26 17:08:20 main:574] : INFO : Epoch 1722 | loss: 0.0309671 | val_loss: 0.0311866 | Time: 2764.89 ms [2021-04-26 17:08:22 main:574] : INFO : Epoch 1723 | loss: 0.0309628 | val_loss: 0.0312044 | Time: 2754.66 ms [2021-04-26 17:08:25 main:574] : INFO : Epoch 1724 | loss: 0.0309771 | val_loss: 0.0311842 | Time: 2769.73 ms [2021-04-26 17:08:28 main:574] : INFO : Epoch 1725 | loss: 0.030975 | val_loss: 0.0311719 | Time: 2765.32 ms [2021-04-26 17:08:31 main:574] : INFO : Epoch 1726 | loss: 0.0309637 | val_loss: 0.0311853 | Time: 2759.67 ms [2021-04-26 17:08:33 main:574] : INFO : Epoch 1727 | loss: 0.0309652 | val_loss: 0.0311933 | Time: 2758.57 ms [2021-04-26 17:08:36 main:574] : INFO : Epoch 1728 | loss: 0.0309592 | val_loss: 0.0311924 | Time: 2760.52 ms [2021-04-26 17:08:39 main:574] : INFO : Epoch 1729 | loss: 0.0309592 | val_loss: 0.0311918 | Time: 2745.8 ms [2021-04-26 17:08:42 main:574] : INFO : Epoch 1730 | loss: 0.030959 | val_loss: 0.0311833 | Time: 2758.11 ms [2021-04-26 17:08:45 main:574] : INFO : Epoch 1731 | loss: 0.0309563 | val_loss: 0.0311862 | Time: 2776.73 ms [2021-04-26 17:08:47 main:574] : INFO : Epoch 1732 | loss: 0.0309608 | val_loss: 0.0311757 | Time: 2757.06 ms [2021-04-26 17:08:50 main:574] : INFO : Epoch 1733 | loss: 0.0309637 | val_loss: 0.0311954 | Time: 2758.91 ms [2021-04-26 17:08:53 main:574] : INFO : Epoch 1734 | loss: 0.0309726 | val_loss: 0.0311954 | Time: 2763.53 ms [2021-04-26 17:08:56 main:574] : INFO : Epoch 1735 | loss: 0.0309642 | val_loss: 0.0311923 | Time: 2764.33 ms [2021-04-26 17:08:58 main:574] : INFO : Epoch 1736 | loss: 0.0309623 | val_loss: 0.0312087 | Time: 2759.15 ms [2021-04-26 17:09:01 main:574] : INFO : Epoch 1737 | loss: 0.0309632 | val_loss: 0.0311814 | Time: 2763.04 ms [2021-04-26 17:09:04 main:574] : INFO : Epoch 1738 | loss: 0.0309567 | val_loss: 0.0311852 | Time: 2775.61 ms [2021-04-26 17:09:07 main:574] : INFO : Epoch 1739 | loss: 0.0309573 | val_loss: 0.0311928 | Time: 2775.4 ms [2021-04-26 17:09:10 main:574] : INFO : Epoch 1740 | loss: 0.0309575 | val_loss: 0.0312001 | Time: 2768.94 ms [2021-04-26 17:09:12 main:574] : INFO : Epoch 1741 | loss: 0.0309557 | val_loss: 0.0311911 | Time: 2753.41 ms [2021-04-26 17:09:15 main:574] : INFO : Epoch 1742 | loss: 0.030959 | val_loss: 0.0311974 | Time: 2758.52 ms [2021-04-26 17:09:18 main:574] : INFO : Epoch 1743 | loss: 0.0309554 | val_loss: 0.0312033 | Time: 2760.63 ms [2021-04-26 17:09:21 main:574] : INFO : Epoch 1744 | loss: 0.0309592 | val_loss: 0.0311886 | Time: 2761.95 ms [2021-04-26 17:09:23 main:574] : INFO : Epoch 1745 | loss: 0.0309745 | val_loss: 0.0311853 | Time: 2758.21 ms [2021-04-26 17:09:26 main:574] : INFO : Epoch 1746 | loss: 0.0309783 | val_loss: 0.0312328 | Time: 2763.88 ms [2021-04-26 17:09:29 main:574] : INFO : Epoch 1747 | loss: 0.030975 | val_loss: 0.0311842 | Time: 2765.18 ms [2021-04-26 17:09:32 main:574] : INFO : Epoch 1748 | loss: 0.030963 | val_loss: 0.0311977 | Time: 2768.03 ms [2021-04-26 17:09:35 main:574] : INFO : Epoch 1749 | loss: 0.0309632 | val_loss: 0.0311804 | Time: 2764.74 ms [2021-04-26 17:09:37 main:574] : INFO : Epoch 1750 | loss: 0.030966 | val_loss: 0.0312027 | Time: 2764.64 ms [2021-04-26 17:09:40 main:574] : INFO : Epoch 1751 | loss: 0.0309888 | val_loss: 0.0311787 | Time: 2758.31 ms [2021-04-26 17:09:43 main:574] : INFO : Epoch 1752 | loss: 0.0309728 | val_loss: 0.0311911 | Time: 2765.74 ms [2021-04-26 17:09:46 main:574] : INFO : Epoch 1753 | loss: 0.0309611 | val_loss: 0.031188 | Time: 2771.93 ms [2021-04-26 17:09:49 main:574] : INFO : Epoch 1754 | loss: 0.0309567 | val_loss: 0.0311865 | Time: 2761.19 ms [2021-04-26 17:09:51 main:574] : INFO : Epoch 1755 | loss: 0.0309664 | val_loss: 0.0312021 | Time: 2753.42 ms [2021-04-26 17:09:54 main:574] : INFO : Epoch 1756 | loss: 0.0309675 | val_loss: 0.0311473 | Time: 2762.9 ms [2021-04-26 17:09:57 main:574] : INFO : Epoch 1757 | loss: 0.0309787 | val_loss: 0.0311879 | Time: 2768.27 ms [2021-04-26 17:10:00 main:574] : INFO : Epoch 1758 | loss: 0.0309684 | val_loss: 0.0311837 | Time: 2763.91 ms [2021-04-26 17:10:02 main:574] : INFO : Epoch 1759 | loss: 0.0309746 | val_loss: 0.0311815 | Time: 2761.04 ms [2021-04-26 17:10:05 main:574] : INFO : Epoch 1760 | loss: 0.0309655 | val_loss: 0.0312244 | Time: 2767.01 ms [2021-04-26 17:10:08 main:574] : INFO : Epoch 1761 | loss: 0.0309623 | val_loss: 0.0311926 | Time: 2773.02 ms [2021-04-26 17:10:11 main:574] : INFO : Epoch 1762 | loss: 0.0309636 | val_loss: 0.0311869 | Time: 2763.1 ms [2021-04-26 17:10:14 main:574] : INFO : Epoch 1763 | loss: 0.0309691 | val_loss: 0.031165 | Time: 2762.37 ms [2021-04-26 17:10:16 main:574] : INFO : Epoch 1764 | loss: 0.0309669 | val_loss: 0.0311758 | Time: 2756.36 ms [2021-04-26 17:10:19 main:574] : INFO : Epoch 1765 | loss: 0.0309666 | val_loss: 0.0311816 | Time: 2764.35 ms [2021-04-26 17:10:22 main:574] : INFO : Epoch 1766 | loss: 0.0309638 | val_loss: 0.0311753 | Time: 2757.51 ms [2021-04-26 17:10:25 main:574] : INFO : Epoch 1767 | loss: 0.0309688 | val_loss: 0.0311655 | Time: 2766.92 ms [2021-04-26 17:10:28 main:574] : INFO : Epoch 1768 | loss: 0.0309652 | val_loss: 0.0311913 | Time: 2761.9 ms [2021-04-26 17:10:30 main:574] : INFO : Epoch 1769 | loss: 0.030957 | val_loss: 0.0312 | Time: 2763.1 ms [2021-04-26 17:10:33 main:574] : INFO : Epoch 1770 | loss: 0.0309586 | val_loss: 0.0311752 | Time: 2774.18 ms [2021-04-26 17:10:36 main:574] : INFO : Epoch 1771 | loss: 0.0309582 | val_loss: 0.0311857 | Time: 2785.71 ms [2021-04-26 17:10:39 main:574] : INFO : Epoch 1772 | loss: 0.0309617 | val_loss: 0.0311654 | Time: 2766.41 ms [2021-04-26 17:10:41 main:574] : INFO : Epoch 1773 | loss: 0.0309589 | val_loss: 0.0312049 | Time: 2773.03 ms [2021-04-26 17:10:44 main:574] : INFO : Epoch 1774 | loss: 0.0309612 | val_loss: 0.0311941 | Time: 2761.77 ms [2021-04-26 17:10:47 main:574] : INFO : Epoch 1775 | loss: 0.030958 | val_loss: 0.0311932 | Time: 2772.75 ms [2021-04-26 17:10:50 main:574] : INFO : Epoch 1776 | loss: 0.030958 | val_loss: 0.0311962 | Time: 2761.92 ms [2021-04-26 17:10:53 main:574] : INFO : Epoch 1777 | loss: 0.0309591 | val_loss: 0.0311895 | Time: 2762.27 ms [2021-04-26 17:10:55 main:574] : INFO : Epoch 1778 | loss: 0.0309572 | val_loss: 0.0311961 | Time: 2764.07 ms [2021-04-26 17:10:58 main:574] : INFO : Epoch 1779 | loss: 0.030959 | val_loss: 0.0311837 | Time: 2766.73 ms [2021-04-26 17:11:01 main:574] : INFO : Epoch 1780 | loss: 0.0309587 | val_loss: 0.0311801 | Time: 2762.56 ms [2021-04-26 17:11:04 main:574] : INFO : Epoch 1781 | loss: 0.0309608 | val_loss: 0.0311968 | Time: 2774.09 ms [2021-04-26 17:11:07 main:574] : INFO : Epoch 1782 | loss: 0.0309627 | val_loss: 0.0311982 | Time: 2760.3 ms [2021-04-26 17:11:09 main:574] : INFO : Epoch 1783 | loss: 0.0309609 | val_loss: 0.0312 | Time: 2752.91 ms [2021-04-26 17:11:12 main:574] : INFO : Epoch 1784 | loss: 0.030956 | val_loss: 0.0311927 | Time: 2775.45 ms [2021-04-26 17:11:15 main:574] : INFO : Epoch 1785 | loss: 0.0309691 | val_loss: 0.0311659 | Time: 2766.27 ms [2021-04-26 17:11:18 main:574] : INFO : Epoch 1786 | loss: 0.0309831 | val_loss: 0.0312075 | Time: 2763.14 ms [2021-04-26 17:11:20 main:574] : INFO : Epoch 1787 | loss: 0.0309683 | val_loss: 0.0311999 | Time: 2757.51 ms [2021-04-26 17:11:23 main:574] : INFO : Epoch 1788 | loss: 0.0309579 | val_loss: 0.0312007 | Time: 2750.26 ms [2021-04-26 17:11:26 main:574] : INFO : Epoch 1789 | loss: 0.0309659 | val_loss: 0.0311879 | Time: 2753.47 ms [2021-04-26 17:11:29 main:574] : INFO : Epoch 1790 | loss: 0.0309587 | val_loss: 0.0311821 | Time: 2764.47 ms [2021-04-26 17:11:32 main:574] : INFO : Epoch 1791 | loss: 0.0309615 | val_loss: 0.0311766 | Time: 2766.55 ms [2021-04-26 17:11:34 main:574] : INFO : Epoch 1792 | loss: 0.0309651 | val_loss: 0.0311761 | Time: 2769.29 ms [2021-04-26 17:11:37 main:574] : INFO : Epoch 1793 | loss: 0.0309677 | val_loss: 0.0312035 | Time: 2773.55 ms [2021-04-26 17:11:40 main:574] : INFO : Epoch 1794 | loss: 0.03097 | val_loss: 0.0311771 | Time: 2763.15 ms [2021-04-26 17:11:43 main:574] : INFO : Epoch 1795 | loss: 0.0309595 | val_loss: 0.0311886 | Time: 2761 ms [2021-04-26 17:11:45 main:574] : INFO : Epoch 1796 | loss: 0.0309554 | val_loss: 0.0311955 | Time: 2771.32 ms [2021-04-26 17:11:48 main:574] : INFO : Epoch 1797 | loss: 0.0309545 | val_loss: 0.0311892 | Time: 2773.86 ms [2021-04-26 17:11:51 main:574] : INFO : Epoch 1798 | loss: 0.0309571 | val_loss: 0.0311909 | Time: 2762.33 ms [2021-04-26 17:11:54 main:574] : INFO : Epoch 1799 | loss: 0.0309566 | val_loss: 0.0311958 | Time: 2755.82 ms [2021-04-26 17:11:57 main:574] : INFO : Epoch 1800 | loss: 0.0309542 | val_loss: 0.0311945 | Time: 2768.49 ms [2021-04-26 17:11:59 main:574] : INFO : Epoch 1801 | loss: 0.0309582 | val_loss: 0.0311918 | Time: 2773.14 ms [2021-04-26 17:12:02 main:574] : INFO : Epoch 1802 | loss: 0.0309585 | val_loss: 0.0311931 | Time: 2770.27 ms [2021-04-26 17:12:05 main:574] : INFO : Epoch 1803 | loss: 0.0309534 | val_loss: 0.0311965 | Time: 2761.37 ms [2021-04-26 17:12:08 main:574] : INFO : Epoch 1804 | loss: 0.0309584 | val_loss: 0.0311959 | Time: 2765.74 ms [2021-04-26 17:12:11 main:574] : INFO : Epoch 1805 | loss: 0.0309581 | val_loss: 0.0311939 | Time: 2763.79 ms [2021-04-26 17:12:13 main:574] : INFO : Epoch 1806 | loss: 0.0309564 | val_loss: 0.0311913 | Time: 2764.92 ms [2021-04-26 17:12:16 main:574] : INFO : Epoch 1807 | loss: 0.0309536 | val_loss: 0.0311714 | Time: 2776.34 ms [2021-04-26 17:12:19 main:574] : INFO : Epoch 1808 | loss: 0.0309582 | val_loss: 0.031194 | Time: 2759.89 ms [2021-04-26 17:12:22 main:574] : INFO : Epoch 1809 | loss: 0.0309541 | val_loss: 0.0312095 | Time: 2763.04 ms [2021-04-26 17:12:24 main:574] : INFO : Epoch 1810 | loss: 0.0309505 | val_loss: 0.0311735 | Time: 2773.16 ms [2021-04-26 17:12:27 main:574] : INFO : Epoch 1811 | loss: 0.0309575 | val_loss: 0.0311944 | Time: 2772.17 ms [2021-04-26 17:12:30 main:574] : INFO : Epoch 1812 | loss: 0.0309535 | val_loss: 0.0312087 | Time: 2765.83 ms [2021-04-26 17:12:33 main:574] : INFO : Epoch 1813 | loss: 0.0309538 | val_loss: 0.0312051 | Time: 2762.65 ms [2021-04-26 17:12:36 main:574] : INFO : Epoch 1814 | loss: 0.0309546 | val_loss: 0.0312086 | Time: 2779.85 ms [2021-04-26 17:12:38 main:574] : INFO : Epoch 1815 | loss: 0.0309654 | val_loss: 0.0311785 | Time: 2775.61 ms [2021-04-26 17:12:41 main:574] : INFO : Epoch 1816 | loss: 0.0309628 | val_loss: 0.0311955 | Time: 2776.92 ms [2021-04-26 17:12:44 main:574] : INFO : Epoch 1817 | loss: 0.0309654 | val_loss: 0.0311768 | Time: 2763.97 ms [2021-04-26 17:12:47 main:574] : INFO : Epoch 1818 | loss: 0.0309665 | val_loss: 0.0311952 | Time: 2768.58 ms [2021-04-26 17:12:50 main:574] : INFO : Epoch 1819 | loss: 0.0309612 | val_loss: 0.0311912 | Time: 2757.78 ms [2021-04-26 17:12:52 main:574] : INFO : Epoch 1820 | loss: 0.0309554 | val_loss: 0.0311857 | Time: 2766.57 ms [2021-04-26 17:12:55 main:574] : INFO : Epoch 1821 | loss: 0.0309506 | val_loss: 0.0311709 | Time: 2764.92 ms [2021-04-26 17:12:58 main:574] : INFO : Epoch 1822 | loss: 0.0309544 | val_loss: 0.0311796 | Time: 2767.97 ms [2021-04-26 17:13:01 main:574] : INFO : Epoch 1823 | loss: 0.0309594 | val_loss: 0.0311974 | Time: 2773.63 ms [2021-04-26 17:13:04 main:574] : INFO : Epoch 1824 | loss: 0.0309615 | val_loss: 0.0311786 | Time: 2769.54 ms [2021-04-26 17:13:06 main:574] : INFO : Epoch 1825 | loss: 0.0309562 | val_loss: 0.031205 | Time: 2782.1 ms [2021-04-26 17:13:09 main:574] : INFO : Epoch 1826 | loss: 0.0309705 | val_loss: 0.0311665 | Time: 2768.09 ms [2021-04-26 17:13:12 main:574] : INFO : Epoch 1827 | loss: 0.0309621 | val_loss: 0.0311938 | Time: 2768.65 ms [2021-04-26 17:13:15 main:574] : INFO : Epoch 1828 | loss: 0.0309564 | val_loss: 0.0311876 | Time: 2763.2 ms [2021-04-26 17:13:17 main:574] : INFO : Epoch 1829 | loss: 0.0309559 | val_loss: 0.0311815 | Time: 2776.31 ms [2021-04-26 17:13:20 main:574] : INFO : Epoch 1830 | loss: 0.0309618 | val_loss: 0.0311798 | Time: 2762.36 ms [2021-04-26 17:13:23 main:574] : INFO : Epoch 1831 | loss: 0.0309519 | val_loss: 0.03117 | Time: 2757.07 ms [2021-04-26 17:13:26 main:574] : INFO : Epoch 1832 | loss: 0.0309451 | val_loss: 0.0311891 | Time: 2772.63 ms [2021-04-26 17:13:29 main:574] : INFO : Epoch 1833 | loss: 0.0309525 | val_loss: 0.0311874 | Time: 2765.33 ms [2021-04-26 17:13:31 main:574] : INFO : Epoch 1834 | loss: 0.030962 | val_loss: 0.031182 | Time: 2761.4 ms [2021-04-26 17:13:34 main:574] : INFO : Epoch 1835 | loss: 0.0309526 | val_loss: 0.0311945 | Time: 2767.87 ms [2021-04-26 17:13:37 main:574] : INFO : Epoch 1836 | loss: 0.0309504 | val_loss: 0.031198 | Time: 2774.58 ms [2021-04-26 17:13:40 main:574] : INFO : Epoch 1837 | loss: 0.0309504 | val_loss: 0.0311853 | Time: 2761.61 ms [2021-04-26 17:13:43 main:574] : INFO : Epoch 1838 | loss: 0.030958 | val_loss: 0.0311997 | Time: 2759.96 ms [2021-04-26 17:13:45 main:574] : INFO : Epoch 1839 | loss: 0.0309632 | val_loss: 0.0311746 | Time: 2767.09 ms [2021-04-26 17:13:48 main:574] : INFO : Epoch 1840 | loss: 0.0309617 | val_loss: 0.0311781 | Time: 2767.8 ms [2021-04-26 17:13:51 main:574] : INFO : Epoch 1841 | loss: 0.0309567 | val_loss: 0.0311929 | Time: 2764.8 ms [2021-04-26 17:13:54 main:574] : INFO : Epoch 1842 | loss: 0.0309536 | val_loss: 0.0312057 | Time: 2770.95 ms [2021-04-26 17:13:56 main:574] : INFO : Epoch 1843 | loss: 0.0309533 | val_loss: 0.0311818 | Time: 2754.75 ms [2021-04-26 17:13:59 main:574] : INFO : Epoch 1844 | loss: 0.0309497 | val_loss: 0.0311786 | Time: 2766.74 ms [2021-04-26 17:14:02 main:574] : INFO : Epoch 1845 | loss: 0.0309523 | val_loss: 0.031177 | Time: 2765.28 ms [2021-04-26 17:14:05 main:574] : INFO : Epoch 1846 | loss: 0.0309599 | val_loss: 0.031178 | Time: 2766.17 ms [2021-04-26 17:14:08 main:574] : INFO : Epoch 1847 | loss: 0.0309573 | val_loss: 0.031188 | Time: 2764.65 ms [2021-04-26 17:14:10 main:574] : INFO : Epoch 1848 | loss: 0.0309563 | val_loss: 0.0311741 | Time: 2773.22 ms [2021-04-26 17:14:13 main:574] : INFO : Epoch 1849 | loss: 0.0309525 | val_loss: 0.0311603 | Time: 2769.68 ms [2021-04-26 17:14:16 main:574] : INFO : Epoch 1850 | loss: 0.0309597 | val_loss: 0.0311794 | Time: 2768.94 ms [2021-04-26 17:14:19 main:574] : INFO : Epoch 1851 | loss: 0.0309622 | val_loss: 0.0311678 | Time: 2754.84 ms [2021-04-26 17:14:22 main:574] : INFO : Epoch 1852 | loss: 0.0309533 | val_loss: 0.0311928 | Time: 2768.27 ms [2021-04-26 17:14:24 main:574] : INFO : Epoch 1853 | loss: 0.0309634 | val_loss: 0.031169 | Time: 2761.81 ms [2021-04-26 17:14:27 main:574] : INFO : Epoch 1854 | loss: 0.0309606 | val_loss: 0.0311885 | Time: 2767.62 ms [2021-04-26 17:14:30 main:574] : INFO : Epoch 1855 | loss: 0.0309536 | val_loss: 0.0311816 | Time: 2761.22 ms [2021-04-26 17:14:33 main:574] : INFO : Epoch 1856 | loss: 0.030948 | val_loss: 0.0312069 | Time: 2763.93 ms [2021-04-26 17:14:35 main:574] : INFO : Epoch 1857 | loss: 0.0309504 | val_loss: 0.031205 | Time: 2759.71 ms [2021-04-26 17:14:38 main:574] : INFO : Epoch 1858 | loss: 0.0309629 | val_loss: 0.0311745 | Time: 2762.3 ms [2021-04-26 17:14:41 main:574] : INFO : Epoch 1859 | loss: 0.0309548 | val_loss: 0.0311998 | Time: 2760.92 ms [2021-04-26 17:14:44 main:574] : INFO : Epoch 1860 | loss: 0.0309503 | val_loss: 0.0311851 | Time: 2767.63 ms [2021-04-26 17:14:47 main:574] : INFO : Epoch 1861 | loss: 0.0309471 | val_loss: 0.0311892 | Time: 2769.49 ms [2021-04-26 17:14:49 main:574] : INFO : Epoch 1862 | loss: 0.0309647 | val_loss: 0.0311933 | Time: 2769.56 ms [2021-04-26 17:14:52 main:574] : INFO : Epoch 1863 | loss: 0.0309583 | val_loss: 0.0312028 | Time: 2783.05 ms [2021-04-26 17:14:55 main:574] : INFO : Epoch 1864 | loss: 0.0309531 | val_loss: 0.0311942 | Time: 2756.71 ms [2021-04-26 17:14:58 main:574] : INFO : Epoch 1865 | loss: 0.0309527 | val_loss: 0.0312058 | Time: 2767.35 ms [2021-04-26 17:15:01 main:574] : INFO : Epoch 1866 | loss: 0.0309482 | val_loss: 0.0311867 | Time: 2767.92 ms [2021-04-26 17:15:03 main:574] : INFO : Epoch 1867 | loss: 0.030969 | val_loss: 0.0312053 | Time: 2767.56 ms [2021-04-26 17:15:06 main:574] : INFO : Epoch 1868 | loss: 0.030961 | val_loss: 0.0311948 | Time: 2765.98 ms [2021-04-26 17:15:09 main:574] : INFO : Epoch 1869 | loss: 0.0309527 | val_loss: 0.0311998 | Time: 2757.88 ms [2021-04-26 17:15:12 main:574] : INFO : Epoch 1870 | loss: 0.0309635 | val_loss: 0.0312114 | Time: 2761.68 ms [2021-04-26 17:15:14 main:574] : INFO : Epoch 1871 | loss: 0.0309577 | val_loss: 0.0311812 | Time: 2760.07 ms [2021-04-26 17:15:17 main:574] : INFO : Epoch 1872 | loss: 0.0309569 | val_loss: 0.031181 | Time: 2775.8 ms [2021-04-26 17:15:20 main:574] : INFO : Epoch 1873 | loss: 0.0309511 | val_loss: 0.0311732 | Time: 2763.02 ms [2021-04-26 17:15:23 main:574] : INFO : Epoch 1874 | loss: 0.0309658 | val_loss: 0.0311654 | Time: 2763.39 ms [2021-04-26 17:15:26 main:574] : INFO : Epoch 1875 | loss: 0.0309609 | val_loss: 0.0311714 | Time: 2763.33 ms [2021-04-26 17:15:28 main:574] : INFO : Epoch 1876 | loss: 0.030953 | val_loss: 0.0312093 | Time: 2760.18 ms [2021-04-26 17:15:31 main:574] : INFO : Epoch 1877 | loss: 0.0309518 | val_loss: 0.031202 | Time: 2760.94 ms [2021-04-26 17:15:34 main:574] : INFO : Epoch 1878 | loss: 0.0309544 | val_loss: 0.0312191 | Time: 2762.8 ms [2021-04-26 17:15:37 main:574] : INFO : Epoch 1879 | loss: 0.030952 | val_loss: 0.0311806 | Time: 2770.93 ms [2021-04-26 17:15:39 main:574] : INFO : Epoch 1880 | loss: 0.0309484 | val_loss: 0.0311713 | Time: 2768.56 ms [2021-04-26 17:15:42 main:574] : INFO : Epoch 1881 | loss: 0.0309481 | val_loss: 0.0311811 | Time: 2766.98 ms [2021-04-26 17:15:45 main:574] : INFO : Epoch 1882 | loss: 0.0309469 | val_loss: 0.0312002 | Time: 2767.3 ms [2021-04-26 17:15:48 main:574] : INFO : Epoch 1883 | loss: 0.0309573 | val_loss: 0.0311833 | Time: 2779.96 ms [2021-04-26 17:15:51 main:574] : INFO : Epoch 1884 | loss: 0.0309562 | val_loss: 0.0312079 | Time: 2780.87 ms [2021-04-26 17:15:53 main:574] : INFO : Epoch 1885 | loss: 0.0309476 | val_loss: 0.0312082 | Time: 2757.7 ms [2021-04-26 17:15:56 main:574] : INFO : Epoch 1886 | loss: 0.0309525 | val_loss: 0.0311791 | Time: 2771.84 ms [2021-04-26 17:15:59 main:574] : INFO : Epoch 1887 | loss: 0.0309538 | val_loss: 0.031185 | Time: 2783.88 ms [2021-04-26 17:16:02 main:574] : INFO : Epoch 1888 | loss: 0.0309467 | val_loss: 0.0312227 | Time: 2762.1 ms [2021-04-26 17:16:05 main:574] : INFO : Epoch 1889 | loss: 0.0309574 | val_loss: 0.0312253 | Time: 2767.48 ms [2021-04-26 17:16:07 main:574] : INFO : Epoch 1890 | loss: 0.0309841 | val_loss: 0.0311844 | Time: 2774.53 ms [2021-04-26 17:16:10 main:574] : INFO : Epoch 1891 | loss: 0.0309907 | val_loss: 0.0311747 | Time: 2765.39 ms [2021-04-26 17:16:13 main:574] : INFO : Epoch 1892 | loss: 0.0309733 | val_loss: 0.0311834 | Time: 2762.68 ms [2021-04-26 17:16:16 main:574] : INFO : Epoch 1893 | loss: 0.0309747 | val_loss: 0.0311912 | Time: 2769.25 ms [2021-04-26 17:16:19 main:574] : INFO : Epoch 1894 | loss: 0.030962 | val_loss: 0.031201 | Time: 2772.06 ms [2021-04-26 17:16:21 main:574] : INFO : Epoch 1895 | loss: 0.0309562 | val_loss: 0.031198 | Time: 2767.24 ms [2021-04-26 17:16:24 main:574] : INFO : Epoch 1896 | loss: 0.0309451 | val_loss: 0.0312004 | Time: 2766.05 ms [2021-04-26 17:16:27 main:574] : INFO : Epoch 1897 | loss: 0.0309418 | val_loss: 0.0311898 | Time: 2772.5 ms [2021-04-26 17:16:30 main:574] : INFO : Epoch 1898 | loss: 0.0309434 | val_loss: 0.031192 | Time: 2743.35 ms [2021-04-26 17:16:32 main:574] : INFO : Epoch 1899 | loss: 0.0309443 | val_loss: 0.0311856 | Time: 2768.2 ms [2021-04-26 17:16:35 main:574] : INFO : Epoch 1900 | loss: 0.0309517 | val_loss: 0.0311701 | Time: 2765.27 ms [2021-04-26 17:16:38 main:574] : INFO : Epoch 1901 | loss: 0.0309529 | val_loss: 0.031209 | Time: 2768.85 ms [2021-04-26 17:16:41 main:574] : INFO : Epoch 1902 | loss: 0.0309558 | val_loss: 0.0311753 | Time: 2760.41 ms [2021-04-26 17:16:44 main:574] : INFO : Epoch 1903 | loss: 0.0309554 | val_loss: 0.0311951 | Time: 2796.27 ms [2021-04-26 17:16:46 main:574] : INFO : Epoch 1904 | loss: 0.0309561 | val_loss: 0.0311929 | Time: 2771.24 ms [2021-04-26 17:16:49 main:574] : INFO : Epoch 1905 | loss: 0.0309514 | val_loss: 0.0311823 | Time: 2768.39 ms [2021-04-26 17:16:52 main:574] : INFO : Epoch 1906 | loss: 0.0309451 | val_loss: 0.0312075 | Time: 2753.24 ms [2021-04-26 17:16:55 main:574] : INFO : Epoch 1907 | loss: 0.0309369 | val_loss: 0.0311988 | Time: 2775.74 ms [2021-04-26 17:16:58 main:574] : INFO : Epoch 1908 | loss: 0.0309462 | val_loss: 0.0311812 | Time: 2770.32 ms [2021-04-26 17:17:00 main:574] : INFO : Epoch 1909 | loss: 0.0309497 | val_loss: 0.031185 | Time: 2760.04 ms [2021-04-26 17:17:03 main:574] : INFO : Epoch 1910 | loss: 0.0309714 | val_loss: 0.0311655 | Time: 2770.05 ms [2021-04-26 17:17:06 main:574] : INFO : Epoch 1911 | loss: 0.0309585 | val_loss: 0.0311962 | Time: 2781.01 ms [2021-04-26 17:17:09 main:574] : INFO : Epoch 1912 | loss: 0.0309454 | val_loss: 0.0311986 | Time: 2781.37 ms [2021-04-26 17:17:11 main:574] : INFO : Epoch 1913 | loss: 0.030943 | val_loss: 0.031192 | Time: 2778.34 ms [2021-04-26 17:17:14 main:574] : INFO : Epoch 1914 | loss: 0.0309466 | val_loss: 0.0311755 | Time: 2771.93 ms [2021-04-26 17:17:17 main:574] : INFO : Epoch 1915 | loss: 0.0309517 | val_loss: 0.0311831 | Time: 2760 ms [2021-04-26 17:17:20 main:574] : INFO : Epoch 1916 | loss: 0.0309521 | val_loss: 0.0312045 | Time: 2767.6 ms [2021-04-26 17:17:23 main:574] : INFO : Epoch 1917 | loss: 0.0309498 | val_loss: 0.0312045 | Time: 2766.59 ms [2021-04-26 17:17:25 main:574] : INFO : Epoch 1918 | loss: 0.0309577 | val_loss: 0.0311913 | Time: 2764.05 ms [2021-04-26 17:17:28 main:574] : INFO : Epoch 1919 | loss: 0.0309576 | val_loss: 0.0312062 | Time: 2771.21 ms [2021-04-26 17:17:31 main:574] : INFO : Epoch 1920 | loss: 0.0309543 | val_loss: 0.0311949 | Time: 2760.26 ms [2021-04-26 17:17:34 main:574] : INFO : Epoch 1921 | loss: 0.0309492 | val_loss: 0.0311933 | Time: 2766.06 ms [2021-04-26 17:17:37 main:574] : INFO : Epoch 1922 | loss: 0.0309533 | val_loss: 0.0311912 | Time: 2770.59 ms [2021-04-26 17:17:39 main:574] : INFO : Epoch 1923 | loss: 0.0309495 | val_loss: 0.0311791 | Time: 2763.73 ms [2021-04-26 17:17:42 main:574] : INFO : Epoch 1924 | loss: 0.0309474 | val_loss: 0.0311929 | Time: 2770.09 ms [2021-04-26 17:17:45 main:574] : INFO : Epoch 1925 | loss: 0.0309514 | val_loss: 0.0311842 | Time: 2768.23 ms [2021-04-26 17:17:48 main:574] : INFO : Epoch 1926 | loss: 0.0309455 | val_loss: 0.0312108 | Time: 2778.88 ms [2021-04-26 17:17:50 main:574] : INFO : Epoch 1927 | loss: 0.0309427 | val_loss: 0.0312142 | Time: 2758.46 ms [2021-04-26 17:17:53 main:574] : INFO : Epoch 1928 | loss: 0.0309443 | val_loss: 0.0311859 | Time: 2764.68 ms [2021-04-26 17:17:56 main:574] : INFO : Epoch 1929 | loss: 0.0309538 | val_loss: 0.0311704 | Time: 2769.03 ms [2021-04-26 17:17:59 main:574] : INFO : Epoch 1930 | loss: 0.0309483 | val_loss: 0.0312106 | Time: 2767.57 ms [2021-04-26 17:18:02 main:574] : INFO : Epoch 1931 | loss: 0.0309513 | val_loss: 0.0312114 | Time: 2763.03 ms [2021-04-26 17:18:04 main:574] : INFO : Epoch 1932 | loss: 0.0309461 | val_loss: 0.0311995 | Time: 2768.21 ms [2021-04-26 17:18:07 main:574] : INFO : Epoch 1933 | loss: 0.030945 | val_loss: 0.0312092 | Time: 2766.16 ms [2021-04-26 17:18:10 main:574] : INFO : Epoch 1934 | loss: 0.0309414 | val_loss: 0.0312036 | Time: 2769.13 ms [2021-04-26 17:18:13 main:574] : INFO : Epoch 1935 | loss: 0.0309481 | val_loss: 0.0311928 | Time: 2770.96 ms [2021-04-26 17:18:16 main:574] : INFO : Epoch 1936 | loss: 0.0309503 | val_loss: 0.0312083 | Time: 2772.58 ms [2021-04-26 17:18:18 main:574] : INFO : Epoch 1937 | loss: 0.0309484 | val_loss: 0.0312353 | Time: 2774.11 ms [2021-04-26 17:18:21 main:574] : INFO : Epoch 1938 | loss: 0.0309548 | val_loss: 0.0311906 | Time: 2764.11 ms [2021-04-26 17:18:24 main:574] : INFO : Epoch 1939 | loss: 0.030961 | val_loss: 0.0311669 | Time: 2772.53 ms [2021-04-26 17:18:27 main:574] : INFO : Epoch 1940 | loss: 0.0309683 | val_loss: 0.0311671 | Time: 2787.99 ms [2021-04-26 17:18:30 main:574] : INFO : Epoch 1941 | loss: 0.0309682 | val_loss: 0.0312115 | Time: 2767.35 ms [2021-04-26 17:18:32 main:574] : INFO : Epoch 1942 | loss: 0.0309559 | val_loss: 0.0311716 | Time: 2767.2 ms [2021-04-26 17:18:35 main:574] : INFO : Epoch 1943 | loss: 0.0309555 | val_loss: 0.031168 | Time: 2767.1 ms [2021-04-26 17:18:38 main:574] : INFO : Epoch 1944 | loss: 0.0309437 | val_loss: 0.031204 | Time: 2769.33 ms [2021-04-26 17:18:41 main:574] : INFO : Epoch 1945 | loss: 0.0309477 | val_loss: 0.0311956 | Time: 2759.85 ms [2021-04-26 17:18:43 main:574] : INFO : Epoch 1946 | loss: 0.0309502 | val_loss: 0.0312263 | Time: 2759.33 ms [2021-04-26 17:18:46 main:574] : INFO : Epoch 1947 | loss: 0.0309514 | val_loss: 0.0312104 | Time: 2771.73 ms [2021-04-26 17:18:49 main:574] : INFO : Epoch 1948 | loss: 0.0309637 | val_loss: 0.0312058 | Time: 2765.27 ms [2021-04-26 17:18:52 main:574] : INFO : Epoch 1949 | loss: 0.0309602 | val_loss: 0.0312001 | Time: 2763.72 ms [2021-04-26 17:18:55 main:574] : INFO : Epoch 1950 | loss: 0.0309481 | val_loss: 0.0311981 | Time: 2762.61 ms [2021-04-26 17:18:57 main:574] : INFO : Epoch 1951 | loss: 0.030951 | val_loss: 0.0312057 | Time: 2761.45 ms [2021-04-26 17:19:00 main:574] : INFO : Epoch 1952 | loss: 0.0309487 | val_loss: 0.0311991 | Time: 2755.32 ms [2021-04-26 17:19:03 main:574] : INFO : Epoch 1953 | loss: 0.0309527 | val_loss: 0.0311889 | Time: 2753.58 ms [2021-04-26 17:19:06 main:574] : INFO : Epoch 1954 | loss: 0.0309574 | val_loss: 0.0311718 | Time: 2772.89 ms [2021-04-26 17:19:09 main:574] : INFO : Epoch 1955 | loss: 0.0309548 | val_loss: 0.0311776 | Time: 2778.96 ms [2021-04-26 17:19:11 main:574] : INFO : Epoch 1956 | loss: 0.0309488 | val_loss: 0.0312449 | Time: 2760.47 ms [2021-04-26 17:19:14 main:574] : INFO : Epoch 1957 | loss: 0.0309599 | val_loss: 0.031198 | Time: 2765.96 ms [2021-04-26 17:19:17 main:574] : INFO : Epoch 1958 | loss: 0.0309495 | val_loss: 0.0311971 | Time: 2749.78 ms [2021-04-26 17:19:20 main:574] : INFO : Epoch 1959 | loss: 0.0309498 | val_loss: 0.0311903 | Time: 2760.45 ms [2021-04-26 17:19:22 main:574] : INFO : Epoch 1960 | loss: 0.030956 | val_loss: 0.0312066 | Time: 2753.84 ms [2021-04-26 17:19:25 main:574] : INFO : Epoch 1961 | loss: 0.0309499 | val_loss: 0.0312067 | Time: 2758.29 ms [2021-04-26 17:19:28 main:574] : INFO : Epoch 1962 | loss: 0.0309571 | val_loss: 0.0311884 | Time: 2773.6 ms [2021-04-26 17:19:31 main:574] : INFO : Epoch 1963 | loss: 0.0309548 | val_loss: 0.031225 | Time: 2760.13 ms [2021-04-26 17:19:34 main:574] : INFO : Epoch 1964 | loss: 0.0309544 | val_loss: 0.0312149 | Time: 2764.9 ms [2021-04-26 17:19:36 main:574] : INFO : Epoch 1965 | loss: 0.0309505 | val_loss: 0.0312166 | Time: 2774.18 ms [2021-04-26 17:19:39 main:574] : INFO : Epoch 1966 | loss: 0.0309521 | val_loss: 0.0311741 | Time: 2757.79 ms [2021-04-26 17:19:42 main:574] : INFO : Epoch 1967 | loss: 0.0309625 | val_loss: 0.0311813 | Time: 2770.04 ms [2021-04-26 17:19:45 main:574] : INFO : Epoch 1968 | loss: 0.0309508 | val_loss: 0.0312058 | Time: 2761.04 ms [2021-04-26 17:19:47 main:574] : INFO : Epoch 1969 | loss: 0.0309494 | val_loss: 0.0311935 | Time: 2765.24 ms [2021-04-26 17:19:50 main:574] : INFO : Epoch 1970 | loss: 0.0309523 | val_loss: 0.0311966 | Time: 2777.61 ms [2021-04-26 17:19:53 main:574] : INFO : Epoch 1971 | loss: 0.0309519 | val_loss: 0.0312179 | Time: 2754.62 ms [2021-04-26 17:19:56 main:574] : INFO : Epoch 1972 | loss: 0.0309602 | val_loss: 0.0312239 | Time: 2761.21 ms [2021-04-26 17:19:59 main:574] : INFO : Epoch 1973 | loss: 0.0309565 | val_loss: 0.0311997 | Time: 2771.03 ms [2021-04-26 17:20:01 main:574] : INFO : Epoch 1974 | loss: 0.0309519 | val_loss: 0.0312013 | Time: 2774.16 ms [2021-04-26 17:20:04 main:574] : INFO : Epoch 1975 | loss: 0.0309541 | val_loss: 0.0311884 | Time: 2770.28 ms [2021-04-26 17:20:07 main:574] : INFO : Epoch 1976 | loss: 0.0309561 | val_loss: 0.0311881 | Time: 2776.54 ms [2021-04-26 17:20:10 main:574] : INFO : Epoch 1977 | loss: 0.030955 | val_loss: 0.0311909 | Time: 2766.31 ms [2021-04-26 17:20:13 main:574] : INFO : Epoch 1978 | loss: 0.0309507 | val_loss: 0.0311827 | Time: 2768.11 ms [2021-04-26 17:20:15 main:574] : INFO : Epoch 1979 | loss: 0.0309436 | val_loss: 0.0312196 | Time: 2760.37 ms [2021-04-26 17:20:18 main:574] : INFO : Epoch 1980 | loss: 0.0309467 | val_loss: 0.0312055 | Time: 2766.5 ms [2021-04-26 17:20:21 main:574] : INFO : Epoch 1981 | loss: 0.0309509 | val_loss: 0.0312029 | Time: 2768.85 ms [2021-04-26 17:20:24 main:574] : INFO : Epoch 1982 | loss: 0.0309457 | val_loss: 0.0311955 | Time: 2774.22 ms [2021-04-26 17:20:27 main:574] : INFO : Epoch 1983 | loss: 0.0309535 | val_loss: 0.0311926 | Time: 2778.45 ms [2021-04-26 17:20:29 main:574] : INFO : Epoch 1984 | loss: 0.0309496 | val_loss: 0.0311944 | Time: 2767.13 ms [2021-04-26 17:20:32 main:574] : INFO : Epoch 1985 | loss: 0.0309454 | val_loss: 0.031194 | Time: 2763.42 ms [2021-04-26 17:20:35 main:574] : INFO : Epoch 1986 | loss: 0.0309387 | val_loss: 0.0312073 | Time: 2780.64 ms [2021-04-26 17:20:38 main:574] : INFO : Epoch 1987 | loss: 0.030941 | val_loss: 0.0312007 | Time: 2773.58 ms [2021-04-26 17:20:40 main:574] : INFO : Epoch 1988 | loss: 0.0309466 | val_loss: 0.0311913 | Time: 2777.38 ms [2021-04-26 17:20:43 main:574] : INFO : Epoch 1989 | loss: 0.0309556 | val_loss: 0.0311959 | Time: 2766.95 ms [2021-04-26 17:20:46 main:574] : INFO : Epoch 1990 | loss: 0.0309575 | val_loss: 0.0311677 | Time: 2779.59 ms [2021-04-26 17:20:49 main:574] : INFO : Epoch 1991 | loss: 0.0309573 | val_loss: 0.0311881 | Time: 2772.92 ms [2021-04-26 17:20:52 main:574] : INFO : Epoch 1992 | loss: 0.0309506 | val_loss: 0.0312057 | Time: 2773.78 ms [2021-04-26 17:20:54 main:574] : INFO : Epoch 1993 | loss: 0.030958 | val_loss: 0.031199 | Time: 2773.24 ms [2021-04-26 17:20:57 main:574] : INFO : Epoch 1994 | loss: 0.0309614 | val_loss: 0.0312152 | Time: 2762.53 ms [2021-04-26 17:21:00 main:574] : INFO : Epoch 1995 | loss: 0.0309592 | val_loss: 0.0312085 | Time: 2761.25 ms [2021-04-26 17:21:03 main:574] : INFO : Epoch 1996 | loss: 0.0309643 | val_loss: 0.0312058 | Time: 2763.48 ms [2021-04-26 17:21:06 main:574] : INFO : Epoch 1997 | loss: 0.0309551 | val_loss: 0.0312 | Time: 2760.22 ms [2021-04-26 17:21:08 main:574] : INFO : Epoch 1998 | loss: 0.0309468 | val_loss: 0.0312126 | Time: 2761.35 ms [2021-04-26 17:21:11 main:574] : INFO : Epoch 1999 | loss: 0.0309467 | val_loss: 0.0311895 | Time: 2764.77 ms [2021-04-26 17:21:14 main:574] : INFO : Epoch 2000 | loss: 0.0309464 | val_loss: 0.031228 | Time: 2761.26 ms [2021-04-26 17:21:17 main:574] : INFO : Epoch 2001 | loss: 0.0309529 | val_loss: 0.0312153 | Time: 2766.87 ms [2021-04-26 17:21:20 main:574] : INFO : Epoch 2002 | loss: 0.0309629 | val_loss: 0.031216 | Time: 2761.68 ms [2021-04-26 17:21:22 main:574] : INFO : Epoch 2003 | loss: 0.0309573 | val_loss: 0.0312041 | Time: 2755.15 ms [2021-04-26 17:21:25 main:574] : INFO : Epoch 2004 | loss: 0.0309621 | val_loss: 0.0311895 | Time: 2767.16 ms [2021-04-26 17:21:28 main:574] : INFO : Epoch 2005 | loss: 0.0309473 | val_loss: 0.0311854 | Time: 2773.04 ms [2021-04-26 17:21:31 main:574] : INFO : Epoch 2006 | loss: 0.0309958 | val_loss: 0.0311822 | Time: 2766.41 ms [2021-04-26 17:21:33 main:574] : INFO : Epoch 2007 | loss: 0.0310113 | val_loss: 0.0311874 | Time: 2764.91 ms [2021-04-26 17:21:36 main:574] : INFO : Epoch 2008 | loss: 0.0309944 | val_loss: 0.0311789 | Time: 2761.8 ms [2021-04-26 17:21:39 main:574] : INFO : Epoch 2009 | loss: 0.0309727 | val_loss: 0.0311908 | Time: 2775.49 ms [2021-04-26 17:21:42 main:574] : INFO : Epoch 2010 | loss: 0.0309603 | val_loss: 0.0311744 | Time: 2761.99 ms [2021-04-26 17:21:45 main:574] : INFO : Epoch 2011 | loss: 0.030962 | val_loss: 0.0312089 | Time: 2768.04 ms [2021-04-26 17:21:48 main:574] : INFO : Epoch 2012 | loss: 0.0309538 | val_loss: 0.0311755 | Time: 2797.53 ms [2021-04-26 17:21:50 main:574] : INFO : Epoch 2013 | loss: 0.0309531 | val_loss: 0.0312053 | Time: 2778.18 ms [2021-04-26 17:21:53 main:574] : INFO : Epoch 2014 | loss: 0.0309619 | val_loss: 0.0311844 | Time: 2760.48 ms [2021-04-26 17:21:56 main:574] : INFO : Epoch 2015 | loss: 0.0309529 | val_loss: 0.0312118 | Time: 2757.75 ms [2021-04-26 17:21:59 main:574] : INFO : Epoch 2016 | loss: 0.0309456 | val_loss: 0.0312074 | Time: 2766.49 ms [2021-04-26 17:22:01 main:574] : INFO : Epoch 2017 | loss: 0.0309426 | val_loss: 0.0311925 | Time: 2762.75 ms [2021-04-26 17:22:04 main:574] : INFO : Epoch 2018 | loss: 0.0309389 | val_loss: 0.0312031 | Time: 2764.85 ms [2021-04-26 17:22:07 main:574] : INFO : Epoch 2019 | loss: 0.0309434 | val_loss: 0.0312222 | Time: 2767.17 ms [2021-04-26 17:22:10 main:574] : INFO : Epoch 2020 | loss: 0.0309441 | val_loss: 0.0311862 | Time: 2763.48 ms [2021-04-26 17:22:13 main:574] : INFO : Epoch 2021 | loss: 0.0309507 | val_loss: 0.031189 | Time: 2775.03 ms [2021-04-26 17:22:15 main:574] : INFO : Epoch 2022 | loss: 0.0309433 | val_loss: 0.0311895 | Time: 2769.47 ms [2021-04-26 17:22:18 main:574] : INFO : Epoch 2023 | loss: 0.0309457 | val_loss: 0.0311947 | Time: 2756.61 ms [2021-04-26 17:22:21 main:574] : INFO : Epoch 2024 | loss: 0.0309403 | val_loss: 0.0312106 | Time: 2767.73 ms [2021-04-26 17:22:24 main:574] : INFO : Epoch 2025 | loss: 0.0309492 | val_loss: 0.0312084 | Time: 2751.4 ms [2021-04-26 17:22:27 main:574] : INFO : Epoch 2026 | loss: 0.0309453 | val_loss: 0.0312256 | Time: 2769.19 ms [2021-04-26 17:22:29 main:574] : INFO : Epoch 2027 | loss: 0.030938 | val_loss: 0.0312169 | Time: 2758.98 ms [2021-04-26 17:22:32 main:574] : INFO : Epoch 2028 | loss: 0.0309397 | val_loss: 0.0312357 | Time: 2770.07 ms [2021-04-26 17:22:35 main:574] : INFO : Epoch 2029 | loss: 0.0309388 | val_loss: 0.0312204 | Time: 2764.16 ms [2021-04-26 17:22:38 main:574] : INFO : Epoch 2030 | loss: 0.0309393 | val_loss: 0.0312052 | Time: 2769.71 ms [2021-04-26 17:22:40 main:574] : INFO : Epoch 2031 | loss: 0.030941 | val_loss: 0.0312136 | Time: 2764.88 ms [2021-04-26 17:22:43 main:574] : INFO : Epoch 2032 | loss: 0.0309434 | val_loss: 0.0312143 | Time: 2775.79 ms [2021-04-26 17:22:46 main:574] : INFO : Epoch 2033 | loss: 0.0309416 | val_loss: 0.0311886 | Time: 2766.1 ms [2021-04-26 17:22:49 main:574] : INFO : Epoch 2034 | loss: 0.0309514 | val_loss: 0.0312146 | Time: 2763.08 ms [2021-04-26 17:22:52 main:574] : INFO : Epoch 2035 | loss: 0.0309566 | val_loss: 0.0311873 | Time: 2756.56 ms [2021-04-26 17:22:54 main:574] : INFO : Epoch 2036 | loss: 0.0309597 | val_loss: 0.0311998 | Time: 2758.23 ms [2021-04-26 17:22:57 main:574] : INFO : Epoch 2037 | loss: 0.0309564 | val_loss: 0.0311928 | Time: 2757.6 ms [2021-04-26 17:23:00 main:574] : INFO : Epoch 2038 | loss: 0.0309453 | val_loss: 0.0311978 | Time: 2765.69 ms [2021-04-26 17:23:03 main:574] : INFO : Epoch 2039 | loss: 0.030953 | val_loss: 0.0311876 | Time: 2764.41 ms [2021-04-26 17:23:06 main:574] : INFO : Epoch 2040 | loss: 0.0309554 | val_loss: 0.0311886 | Time: 2780.06 ms [2021-04-26 17:23:08 main:574] : INFO : Epoch 2041 | loss: 0.0309442 | val_loss: 0.0311855 | Time: 2773.19 ms [2021-04-26 17:23:11 main:574] : INFO : Epoch 2042 | loss: 0.0309454 | val_loss: 0.0311837 | Time: 2773.35 ms [2021-04-26 17:23:14 main:574] : INFO : Epoch 2043 | loss: 0.0309585 | val_loss: 0.0312046 | Time: 2755.35 ms [2021-04-26 17:23:17 main:574] : INFO : Epoch 2044 | loss: 0.0309644 | val_loss: 0.0312187 | Time: 2759.26 ms [2021-04-26 17:23:19 main:574] : INFO : Epoch 2045 | loss: 0.0309577 | val_loss: 0.0311908 | Time: 2753.44 ms [2021-04-26 17:23:22 main:574] : INFO : Epoch 2046 | loss: 0.0309511 | val_loss: 0.0311949 | Time: 2766.95 ms [2021-04-26 17:23:25 main:574] : INFO : Epoch 2047 | loss: 0.0309433 | val_loss: 0.0311808 | Time: 2768.96 ms [2021-04-26 17:23:28 main:574] : INFO : Epoch 2048 | loss: 0.0309485 | val_loss: 0.0311956 | Time: 2764.58 ms [2021-04-26 17:23:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311956 [2021-04-26 17:23:28 main:603] : INFO : Saving end state to config to file [2021-04-26 17:23:28 main:608] : INFO : Success, exiting.. 17:23:28 (608): 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)