Task 12505344
| Name | ParityModified-1645997112-11676-2-0_0 |
| Workunit | 9669780 |
| Created | 4 Mar 2022, 5:41:46 UTC |
| Sent | 6 Mar 2022, 4:56:08 UTC |
| Report deadline | 14 Mar 2022, 4:56:08 UTC |
| Received | 7 Mar 2022, 19:03:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 44 min 51 sec |
| CPU time | 1 hours 42 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,441.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 74] : INFO : Epoch 1542 | loss: 0.0311798 | val_loss: 0.0311893 | Time: 3743.05 ms [2022-03-07 18:35:52 main:574] : INFO : Epoch 1543 | loss: 0.0311806 | val_loss: 0.0311927 | Time: 2688.47 ms [2022-03-07 18:35:55 main:574] : INFO : Epoch 1544 | loss: 0.0311801 | val_loss: 0.0311901 | Time: 3644.47 ms [2022-03-07 18:35:59 main:574] : INFO : Epoch 1545 | loss: 0.0311786 | val_loss: 0.0311904 | Time: 3526.17 ms [2022-03-07 18:36:02 main:574] : INFO : Epoch 1546 | loss: 0.0311772 | val_loss: 0.0311874 | Time: 3238.88 ms [2022-03-07 18:36:05 main:574] : INFO : Epoch 1547 | loss: 0.0311778 | val_loss: 0.0311896 | Time: 3087.19 ms [2022-03-07 18:36:08 main:574] : INFO : Epoch 1548 | loss: 0.0311769 | val_loss: 0.0311891 | Time: 2879.27 ms [2022-03-07 18:36:11 main:574] : INFO : Epoch 1549 | loss: 0.0311767 | val_loss: 0.0311867 | Time: 2978.2 ms [2022-03-07 18:36:14 main:574] : INFO : Epoch 1550 | loss: 0.0311771 | val_loss: 0.0311875 | Time: 3023.89 ms [2022-03-07 18:36:18 main:574] : INFO : Epoch 1551 | loss: 0.031177 | val_loss: 0.0311874 | Time: 3633.92 ms [2022-03-07 18:36:21 main:574] : INFO : Epoch 1552 | loss: 0.0311761 | val_loss: 0.0311889 | Time: 3235.11 ms [2022-03-07 18:36:25 main:574] : INFO : Epoch 1553 | loss: 0.0311776 | val_loss: 0.0311871 | Time: 3747.25 ms [2022-03-07 18:36:29 main:574] : INFO : Epoch 1554 | loss: 0.0311775 | val_loss: 0.0311871 | Time: 3599.09 ms [2022-03-07 18:36:31 main:574] : INFO : Epoch 1555 | loss: 0.0311771 | val_loss: 0.0311885 | Time: 2651.7 ms [2022-03-07 18:36:35 main:574] : INFO : Epoch 1556 | loss: 0.0311774 | val_loss: 0.0311868 | Time: 3280.47 ms [2022-03-07 18:36:38 main:574] : INFO : Epoch 1557 | loss: 0.0311774 | val_loss: 0.031188 | Time: 2961.83 ms [2022-03-07 18:36:41 main:574] : INFO : Epoch 1558 | loss: 0.0311776 | val_loss: 0.0311876 | Time: 3360.52 ms [2022-03-07 18:36:45 main:574] : INFO : Epoch 1559 | loss: 0.0311772 | val_loss: 0.0311876 | Time: 3942.85 ms [2022-03-07 18:36:49 main:574] : INFO : Epoch 1560 | loss: 0.031177 | val_loss: 0.0311865 | Time: 3936.87 ms [2022-03-07 18:36:53 main:574] : INFO : Epoch 1561 | loss: 0.0311766 | val_loss: 0.0311872 | Time: 3896.61 ms [2022-03-07 18:36:56 main:574] : INFO : Epoch 1562 | loss: 0.031179 | val_loss: 0.03119 | Time: 3375.65 ms [2022-03-07 18:37:00 main:574] : INFO : Epoch 1563 | loss: 0.0311774 | val_loss: 0.0311865 | Time: 3784.01 ms [2022-03-07 18:37:04 main:574] : INFO : Epoch 1564 | loss: 0.0311763 | val_loss: 0.0311864 | Time: 3529.12 ms [2022-03-07 18:37:07 main:574] : INFO : Epoch 1565 | loss: 0.0311761 | val_loss: 0.0311867 | Time: 3314.22 ms [2022-03-07 18:37:11 main:574] : INFO : Epoch 1566 | loss: 0.0311755 | val_loss: 0.0311862 | Time: 3419.52 ms [2022-03-07 18:37:15 main:574] : INFO : Epoch 1567 | loss: 0.0311757 | val_loss: 0.0311861 | Time: 3996.61 ms [2022-03-07 18:37:20 main:574] : INFO : Epoch 1568 | loss: 0.031176 | val_loss: 0.0311893 | Time: 5431.31 ms [2022-03-07 18:37:26 main:574] : INFO : Epoch 1569 | loss: 0.0311754 | val_loss: 0.0311878 | Time: 5303.35 ms [2022-03-07 18:37:30 main:574] : INFO : Epoch 1570 | loss: 0.0311751 | val_loss: 0.0311865 | Time: 4507.54 ms [2022-03-07 18:37:33 main:574] : INFO : Epoch 1571 | loss: 0.0311746 | val_loss: 0.0311864 | Time: 2922.35 ms [2022-03-07 18:37:36 main:574] : INFO : Epoch 1572 | loss: 0.0311738 | val_loss: 0.0311869 | Time: 3090.62 ms [2022-03-07 18:37:39 main:574] : INFO : Epoch 1573 | loss: 0.0311737 | val_loss: 0.0311927 | Time: 3322.11 ms [2022-03-07 18:37:42 main:574] : INFO : Epoch 1574 | loss: 0.0311757 | val_loss: 0.0311875 | Time: 2824.82 ms [2022-03-07 18:37:46 main:574] : INFO : Epoch 1575 | loss: 0.031177 | val_loss: 0.0311879 | Time: 3452.33 ms [2022-03-07 18:37:50 main:574] : INFO : Epoch 1576 | loss: 0.0311748 | val_loss: 0.0311867 | Time: 4103.65 ms [2022-03-07 18:37:55 main:574] : INFO : Epoch 1577 | loss: 0.0311742 | val_loss: 0.0311867 | Time: 4715.09 ms [2022-03-07 18:37:59 main:574] : INFO : Epoch 1578 | loss: 0.0311742 | val_loss: 0.0311859 | Time: 4114.06 ms [2022-03-07 18:38:02 main:574] : INFO : Epoch 1579 | loss: 0.0311741 | val_loss: 0.0311865 | Time: 2889.64 ms [2022-03-07 18:38:06 main:574] : INFO : Epoch 1580 | loss: 0.0311746 | val_loss: 0.0311883 | Time: 3804.23 ms [2022-03-07 18:38:09 main:574] : INFO : Epoch 1581 | loss: 0.0311746 | val_loss: 0.0311893 | Time: 3346.07 ms [2022-03-07 18:38:13 main:574] : INFO : Epoch 1582 | loss: 0.0311741 | val_loss: 0.0311883 | Time: 3481.71 ms [2022-03-07 18:38:16 main:574] : INFO : Epoch 1583 | loss: 0.031173 | val_loss: 0.031186 | Time: 3040.38 ms [2022-03-07 18:38:19 main:574] : INFO : Epoch 1584 | loss: 0.0311738 | val_loss: 0.0311869 | Time: 3093.96 ms [2022-03-07 18:38:22 main:574] : INFO : Epoch 1585 | loss: 0.031176 | val_loss: 0.0311895 | Time: 3246.25 ms [2022-03-07 18:38:26 main:574] : INFO : Epoch 1586 | loss: 0.0311755 | val_loss: 0.0311893 | Time: 3840.24 ms [2022-03-07 18:38:30 main:574] : INFO : Epoch 1587 | loss: 0.0311746 | val_loss: 0.0311882 | Time: 3479.12 ms [2022-03-07 18:38:33 main:574] : INFO : Epoch 1588 | loss: 0.0311741 | val_loss: 0.0311868 | Time: 3778.36 ms [2022-03-07 18:38:37 main:574] : INFO : Epoch 1589 | loss: 0.0311743 | val_loss: 0.0311872 | Time: 3173.21 ms [2022-03-07 18:38:40 main:574] : INFO : Epoch 1590 | loss: 0.0311733 | val_loss: 0.0311883 | Time: 3634.62 ms [2022-03-07 18:38:44 main:574] : INFO : Epoch 1591 | loss: 0.0311736 | val_loss: 0.0311877 | Time: 3920.66 ms [2022-03-07 18:38:48 main:574] : INFO : Epoch 1592 | loss: 0.0311724 | val_loss: 0.0311874 | Time: 3540.04 ms [2022-03-07 18:38:51 main:574] : INFO : Epoch 1593 | loss: 0.0311719 | val_loss: 0.0311866 | Time: 3267.33 ms [2022-03-07 18:38:55 main:574] : INFO : Epoch 1594 | loss: 0.0311722 | val_loss: 0.0311869 | Time: 3983.68 ms [2022-03-07 18:38:59 main:574] : INFO : Epoch 1595 | loss: 0.0311719 | val_loss: 0.0311882 | Time: 3419.86 ms [2022-03-07 18:39:02 main:574] : INFO : Epoch 1596 | loss: 0.0311738 | val_loss: 0.0311928 | Time: 3655.67 ms [2022-03-07 18:39:06 main:574] : INFO : Epoch 1597 | loss: 0.0311733 | val_loss: 0.0311885 | Time: 3437.16 ms [2022-03-07 18:39:10 main:574] : INFO : Epoch 1598 | loss: 0.0311724 | val_loss: 0.0311881 | Time: 3694.84 ms [2022-03-07 18:39:12 main:574] : INFO : Epoch 1599 | loss: 0.0311713 | val_loss: 0.0311877 | Time: 2918.88 ms [2022-03-07 18:39:16 main:574] : INFO : Epoch 1600 | loss: 0.0311717 | val_loss: 0.0311913 | Time: 3263.34 ms [2022-03-07 18:39:19 main:574] : INFO : Epoch 1601 | loss: 0.0311738 | val_loss: 0.0311897 | Time: 2722.93 ms [2022-03-07 18:39:21 main:574] : INFO : Epoch 1602 | loss: 0.0311738 | val_loss: 0.0311881 | Time: 2813.78 ms [2022-03-07 18:39:24 main:574] : INFO : Epoch 1603 | loss: 0.0311745 | val_loss: 0.0311911 | Time: 2543.65 ms [2022-03-07 18:39:28 main:574] : INFO : Epoch 1604 | loss: 0.0311758 | val_loss: 0.0311854 | Time: 4049.08 ms [2022-03-07 18:39:33 main:574] : INFO : Epoch 1605 | loss: 0.0311721 | val_loss: 0.0311885 | Time: 5034.55 ms [2022-03-07 18:39:38 main:574] : INFO : Epoch 1606 | loss: 0.0311718 | val_loss: 0.0311886 | Time: 4422.52 ms [2022-03-07 18:39:41 main:574] : INFO : Epoch 1607 | loss: 0.0311727 | val_loss: 0.0311903 | Time: 3389.91 ms [2022-03-07 18:39:45 main:574] : INFO : Epoch 1608 | loss: 0.0311724 | val_loss: 0.0311878 | Time: 3486.74 ms [2022-03-07 18:39:49 main:574] : INFO : Epoch 1609 | loss: 0.0311712 | val_loss: 0.0311874 | Time: 3927 ms [2022-03-07 18:39:52 main:574] : INFO : Epoch 1610 | loss: 0.0311721 | val_loss: 0.0311886 | Time: 3319.6 ms [2022-03-07 18:39:55 main:574] : INFO : Epoch 1611 | loss: 0.0311725 | val_loss: 0.0311888 | Time: 3344.5 ms [2022-03-07 18:39:59 main:574] : INFO : Epoch 1612 | loss: 0.0311715 | val_loss: 0.031189 | Time: 3514.4 ms [2022-03-07 18:40:03 main:574] : INFO : Epoch 1613 | loss: 0.0311739 | val_loss: 0.0311894 | Time: 3566.11 ms [2022-03-07 18:40:06 main:574] : INFO : Epoch 1614 | loss: 0.0311743 | val_loss: 0.0311903 | Time: 3885.42 ms [2022-03-07 18:40:10 main:574] : INFO : Epoch 1615 | loss: 0.0311746 | val_loss: 0.0311901 | Time: 3635.2 ms [2022-03-07 18:40:13 main:574] : INFO : Epoch 1616 | loss: 0.0311736 | val_loss: 0.0311868 | Time: 2992 ms [2022-03-07 18:40:17 main:574] : INFO : Epoch 1617 | loss: 0.0311729 | val_loss: 0.0311882 | Time: 3416.66 ms [2022-03-07 18:40:21 main:574] : INFO : Epoch 1618 | loss: 0.0311728 | val_loss: 0.0311879 | Time: 4009.29 ms [2022-03-07 18:40:24 main:574] : INFO : Epoch 1619 | loss: 0.0311733 | val_loss: 0.0311873 | Time: 3408.21 ms [2022-03-07 18:40:28 main:574] : INFO : Epoch 1620 | loss: 0.0311718 | val_loss: 0.0311882 | Time: 3677.67 ms [2022-03-07 18:40:32 main:574] : INFO : Epoch 1621 | loss: 0.0311717 | val_loss: 0.031188 | Time: 3624.53 ms [2022-03-07 18:40:35 main:574] : INFO : Epoch 1622 | loss: 0.0311716 | val_loss: 0.0311878 | Time: 3569.84 ms [2022-03-07 18:40:39 main:574] : INFO : Epoch 1623 | loss: 0.0311712 | val_loss: 0.0311885 | Time: 3438.09 ms [2022-03-07 18:40:42 main:574] : INFO : Epoch 1624 | loss: 0.0311706 | val_loss: 0.0311891 | Time: 3816 ms [2022-03-07 18:40:46 main:574] : INFO : Epoch 1625 | loss: 0.031171 | val_loss: 0.0311891 | Time: 3653.68 ms [2022-03-07 18:40:49 main:574] : INFO : Epoch 1626 | loss: 0.0311714 | val_loss: 0.0311892 | Time: 3150.78 ms [2022-03-07 18:40:53 main:574] : INFO : Epoch 1627 | loss: 0.0311736 | val_loss: 0.031187 | Time: 4070.5 ms [2022-03-07 18:40:57 main:574] : INFO : Epoch 1628 | loss: 0.0311718 | val_loss: 0.0311872 | Time: 3196.01 ms [2022-03-07 18:41:01 main:574] : INFO : Epoch 1629 | loss: 0.0311715 | val_loss: 0.031187 | Time: 3806.92 ms [2022-03-07 18:41:04 main:574] : INFO : Epoch 1630 | loss: 0.0311705 | val_loss: 0.0311862 | Time: 3283.46 ms [2022-03-07 18:41:07 main:574] : INFO : Epoch 1631 | loss: 0.0311712 | val_loss: 0.0311898 | Time: 3102.31 ms [2022-03-07 18:41:11 main:574] : INFO : Epoch 1632 | loss: 0.0311724 | val_loss: 0.0311888 | Time: 3530.61 ms [2022-03-07 18:41:16 main:574] : INFO : Epoch 1633 | loss: 0.0311714 | val_loss: 0.0311884 | Time: 4916.75 ms [2022-03-07 18:41:21 main:574] : INFO : Epoch 1634 | loss: 0.0311708 | val_loss: 0.031187 | Time: 4908.34 ms [2022-03-07 18:41:25 main:574] : INFO : Epoch 1635 | loss: 0.0311717 | val_loss: 0.0311902 | Time: 4757.9 ms [2022-03-07 18:41:29 main:574] : INFO : Epoch 1636 | loss: 0.0311698 | val_loss: 0.0311881 | Time: 3836.09 ms [2022-03-07 18:41:33 main:574] : INFO : Epoch 1637 | loss: 0.0311704 | val_loss: 0.0311894 | Time: 3632.26 ms [2022-03-07 18:41:36 main:574] : INFO : Epoch 1638 | loss: 0.0311722 | val_loss: 0.0311872 | Time: 3391.13 ms [2022-03-07 18:41:40 main:574] : INFO : Epoch 1639 | loss: 0.0311713 | val_loss: 0.0311915 | Time: 3223.86 ms [2022-03-07 18:41:43 main:574] : INFO : Epoch 1640 | loss: 0.0311726 | val_loss: 0.0311873 | Time: 3490.06 ms [2022-03-07 18:41:46 main:574] : INFO : Epoch 1641 | loss: 0.0311711 | val_loss: 0.0311877 | Time: 2907.39 ms [2022-03-07 18:41:49 main:574] : INFO : Epoch 1642 | loss: 0.0311721 | val_loss: 0.0311907 | Time: 2598.79 ms [2022-03-07 18:41:51 main:574] : INFO : Epoch 1643 | loss: 0.0311696 | val_loss: 0.0311855 | Time: 2694.79 ms [2022-03-07 18:41:54 main:574] : INFO : Epoch 1644 | loss: 0.03117 | val_loss: 0.03119 | Time: 2598.24 ms [2022-03-07 18:41:57 main:574] : INFO : Epoch 1645 | loss: 0.0311709 | val_loss: 0.0311866 | Time: 2843.03 ms [2022-03-07 18:42:01 main:574] : INFO : Epoch 1646 | loss: 0.0311713 | val_loss: 0.0311871 | Time: 3545.25 ms [2022-03-07 18:42:04 main:574] : INFO : Epoch 1647 | loss: 0.0311712 | val_loss: 0.0311864 | Time: 3622.59 ms [2022-03-07 18:42:07 main:574] : INFO : Epoch 1648 | loss: 0.0311708 | val_loss: 0.0311866 | Time: 3058.38 ms [2022-03-07 18:42:11 main:574] : INFO : Epoch 1649 | loss: 0.0311708 | val_loss: 0.031186 | Time: 3898.55 ms [2022-03-07 18:42:16 main:574] : INFO : Epoch 1650 | loss: 0.0311695 | val_loss: 0.0311881 | Time: 4519.02 ms [2022-03-07 18:42:21 main:574] : INFO : Epoch 1651 | loss: 0.0311722 | val_loss: 0.0311865 | Time: 4991.01 ms [2022-03-07 18:42:24 main:574] : INFO : Epoch 1652 | loss: 0.0311711 | val_loss: 0.0311868 | Time: 3162.49 ms [2022-03-07 18:42:27 main:574] : INFO : Epoch 1653 | loss: 0.031171 | val_loss: 0.0311866 | Time: 2810.89 ms [2022-03-07 18:42:30 main:574] : INFO : Epoch 1654 | loss: 0.0311699 | val_loss: 0.0311867 | Time: 3438.3 ms [2022-03-07 18:42:34 main:574] : INFO : Epoch 1655 | loss: 0.0311705 | val_loss: 0.0311885 | Time: 3237.02 ms [2022-03-07 18:42:37 main:574] : INFO : Epoch 1656 | loss: 0.0311696 | val_loss: 0.0311875 | Time: 2865 ms [2022-03-07 18:42:41 main:574] : INFO : Epoch 1657 | loss: 0.0311713 | val_loss: 0.0311876 | Time: 4228.38 ms [2022-03-07 18:42:44 main:574] : INFO : Epoch 1658 | loss: 0.0311693 | val_loss: 0.0311871 | Time: 3057.17 ms [2022-03-07 18:42:47 main:574] : INFO : Epoch 1659 | loss: 0.0311705 | val_loss: 0.0311901 | Time: 3235.1 ms [2022-03-07 18:42:51 main:574] : INFO : Epoch 1660 | loss: 0.0311716 | val_loss: 0.0311937 | Time: 3774.92 ms [2022-03-07 18:42:54 main:574] : INFO : Epoch 1661 | loss: 0.0311712 | val_loss: 0.0311887 | Time: 2776.02 ms [2022-03-07 18:42:57 main:574] : INFO : Epoch 1662 | loss: 0.0311697 | val_loss: 0.031197 | Time: 2768.58 ms [2022-03-07 18:42:59 main:574] : INFO : Epoch 1663 | loss: 0.0311698 | val_loss: 0.0311893 | Time: 2764.76 ms [2022-03-07 18:43:02 main:574] : INFO : Epoch 1664 | loss: 0.0311684 | val_loss: 0.031187 | Time: 2815.09 ms [2022-03-07 18:43:05 main:574] : INFO : Epoch 1665 | loss: 0.0311693 | val_loss: 0.031189 | Time: 2723.84 ms [2022-03-07 18:43:08 main:574] : INFO : Epoch 1666 | loss: 0.03117 | val_loss: 0.0311885 | Time: 2762.88 ms [2022-03-07 18:43:11 main:574] : INFO : Epoch 1667 | loss: 0.0311718 | val_loss: 0.0311929 | Time: 3152.41 ms [2022-03-07 18:43:14 main:574] : INFO : Epoch 1668 | loss: 0.0311698 | val_loss: 0.0311898 | Time: 3207.14 ms [2022-03-07 18:43:17 main:574] : INFO : Epoch 1669 | loss: 0.0311727 | val_loss: 0.0311882 | Time: 2640.29 ms [2022-03-07 18:43:20 main:574] : INFO : Epoch 1670 | loss: 0.0311721 | val_loss: 0.0311867 | Time: 2588.98 ms [2022-03-07 18:43:22 main:574] : INFO : Epoch 1671 | loss: 0.0311704 | val_loss: 0.0311879 | Time: 2692.65 ms [2022-03-07 18:43:25 main:574] : INFO : Epoch 1672 | loss: 0.0311694 | val_loss: 0.0311888 | Time: 2591.74 ms [2022-03-07 18:43:28 main:574] : INFO : Epoch 1673 | loss: 0.0311696 | val_loss: 0.0311903 | Time: 2639.56 ms [2022-03-07 18:43:30 main:574] : INFO : Epoch 1674 | loss: 0.031171 | val_loss: 0.0311914 | Time: 2580.9 ms [2022-03-07 18:43:33 main:574] : INFO : Epoch 1675 | loss: 0.0311718 | val_loss: 0.0311934 | Time: 2642.16 ms [2022-03-07 18:43:36 main:574] : INFO : Epoch 1676 | loss: 0.0311998 | val_loss: 0.031202 | Time: 3014.44 ms [2022-03-07 18:43:39 main:574] : INFO : Epoch 1677 | loss: 0.0312022 | val_loss: 0.0312011 | Time: 3040.96 ms [2022-03-07 18:43:42 main:574] : INFO : Epoch 1678 | loss: 0.0312014 | val_loss: 0.0312014 | Time: 2989.33 ms [2022-03-07 18:43:45 main:574] : INFO : Epoch 1679 | loss: 0.0312002 | val_loss: 0.0311993 | Time: 2718.33 ms [2022-03-07 18:43:48 main:574] : INFO : Epoch 1680 | loss: 0.0311998 | val_loss: 0.0311983 | Time: 2726.54 ms [2022-03-07 18:43:51 main:574] : INFO : Epoch 1681 | loss: 0.0311998 | val_loss: 0.031202 | Time: 3013.76 ms [2022-03-07 18:43:53 main:574] : INFO : Epoch 1682 | loss: 0.0311992 | val_loss: 0.0311993 | Time: 2660.07 ms [2022-03-07 18:43:56 main:574] : INFO : Epoch 1683 | loss: 0.0311995 | val_loss: 0.0311985 | Time: 2667.61 ms [2022-03-07 18:43:59 main:574] : INFO : Epoch 1684 | loss: 0.0311993 | val_loss: 0.0312002 | Time: 2611.25 ms [2022-03-07 18:44:01 main:574] : INFO : Epoch 1685 | loss: 0.0312054 | val_loss: 0.0312149 | Time: 2657.09 ms [2022-03-07 18:44:04 main:574] : INFO : Epoch 1686 | loss: 0.0312079 | val_loss: 0.0312096 | Time: 2591.54 ms [2022-03-07 18:44:07 main:574] : INFO : Epoch 1687 | loss: 0.0312037 | val_loss: 0.0312036 | Time: 2717.78 ms [2022-03-07 18:44:10 main:574] : INFO : Epoch 1688 | loss: 0.0312014 | val_loss: 0.0312009 | Time: 2907.84 ms [2022-03-07 18:44:13 main:574] : INFO : Epoch 1689 | loss: 0.0311981 | val_loss: 0.0311989 | Time: 3312.91 ms [2022-03-07 18:44:16 main:574] : INFO : Epoch 1690 | loss: 0.0311964 | val_loss: 0.0311987 | Time: 3038.86 ms [2022-03-07 18:44:19 main:574] : INFO : Epoch 1691 | loss: 0.0311953 | val_loss: 0.0311981 | Time: 3134.95 ms [2022-03-07 18:44:23 main:574] : INFO : Epoch 1692 | loss: 0.0311941 | val_loss: 0.0311978 | Time: 3141.64 ms [2022-03-07 18:44:25 main:574] : INFO : Epoch 1693 | loss: 0.0311944 | val_loss: 0.031198 | Time: 2818.65 ms [2022-03-07 18:44:28 main:574] : INFO : Epoch 1694 | loss: 0.0311934 | val_loss: 0.0311955 | Time: 3010.95 ms [2022-03-07 18:44:31 main:574] : INFO : Epoch 1695 | loss: 0.0311931 | val_loss: 0.0311949 | Time: 2911.61 ms [2022-03-07 18:44:35 main:574] : INFO : Epoch 1696 | loss: 0.0311919 | val_loss: 0.031195 | Time: 3283.18 ms [2022-03-07 18:44:38 main:574] : INFO : Epoch 1697 | loss: 0.0311919 | val_loss: 0.0311959 | Time: 2814.55 ms [2022-03-07 18:44:40 main:574] : INFO : Epoch 1698 | loss: 0.0311939 | val_loss: 0.0311942 | Time: 2784.05 ms [2022-03-07 18:44:43 main:574] : INFO : Epoch 1699 | loss: 0.0311903 | val_loss: 0.0311951 | Time: 2777.47 ms [2022-03-07 18:44:46 main:574] : INFO : Epoch 1700 | loss: 0.0311904 | val_loss: 0.0311973 | Time: 2881.6 ms [2022-03-07 18:44:50 main:574] : INFO : Epoch 1701 | loss: 0.0311904 | val_loss: 0.0311952 | Time: 3455.79 ms [2022-03-07 18:44:52 main:574] : INFO : Epoch 1702 | loss: 0.0311923 | val_loss: 0.0312048 | Time: 2821.8 ms [2022-03-07 18:44:55 main:574] : INFO : Epoch 1703 | loss: 0.0311928 | val_loss: 0.0311945 | Time: 2832.66 ms [2022-03-07 18:44:58 main:574] : INFO : Epoch 1704 | loss: 0.0311903 | val_loss: 0.0311951 | Time: 2788.4 ms [2022-03-07 18:45:02 main:574] : INFO : Epoch 1705 | loss: 0.0311901 | val_loss: 0.0311944 | Time: 3318.27 ms [2022-03-07 18:45:05 main:574] : INFO : Epoch 1706 | loss: 0.0311911 | val_loss: 0.0312007 | Time: 2914.7 ms [2022-03-07 18:45:07 main:574] : INFO : Epoch 1707 | loss: 0.0311922 | val_loss: 0.0311938 | Time: 2868.75 ms [2022-03-07 18:45:11 main:574] : INFO : Epoch 1708 | loss: 0.0311894 | val_loss: 0.0311991 | Time: 3085.99 ms [2022-03-07 18:45:13 main:574] : INFO : Epoch 1709 | loss: 0.0311911 | val_loss: 0.031195 | Time: 2852.54 ms [2022-03-07 18:45:16 main:574] : INFO : Epoch 1710 | loss: 0.0311901 | val_loss: 0.0311943 | Time: 2668.82 ms [2022-03-07 18:45:19 main:574] : INFO : Epoch 1711 | loss: 0.031189 | val_loss: 0.031195 | Time: 2446.43 ms [2022-03-07 18:45:21 main:574] : INFO : Epoch 1712 | loss: 0.0311892 | val_loss: 0.0311967 | Time: 2598.75 ms [2022-03-07 18:45:24 main:574] : INFO : Epoch 1713 | loss: 0.0311912 | val_loss: 0.0311958 | Time: 2703.07 ms [2022-03-07 18:45:27 main:574] : INFO : Epoch 1714 | loss: 0.0311889 | val_loss: 0.0311953 | Time: 2435.38 ms [2022-03-07 18:45:29 main:574] : INFO : Epoch 1715 | loss: 0.0311869 | val_loss: 0.0311952 | Time: 2687.87 ms [2022-03-07 18:45:32 main:574] : INFO : Epoch 1716 | loss: 0.0311865 | val_loss: 0.031194 | Time: 3135.78 ms [2022-03-07 18:45:36 main:574] : INFO : Epoch 1717 | loss: 0.0311874 | val_loss: 0.0311944 | Time: 3072.9 ms [2022-03-07 18:45:39 main:574] : INFO : Epoch 1718 | loss: 0.0311929 | val_loss: 0.0311957 | Time: 2920.58 ms [2022-03-07 18:45:42 main:574] : INFO : Epoch 1719 | loss: 0.0311951 | val_loss: 0.0311941 | Time: 3228.83 ms [2022-03-07 18:45:45 main:574] : INFO : Epoch 1720 | loss: 0.0311917 | val_loss: 0.0311975 | Time: 3125.95 ms [2022-03-07 18:45:48 main:574] : INFO : Epoch 1721 | loss: 0.0311912 | val_loss: 0.0311944 | Time: 2732.01 ms [2022-03-07 18:45:50 main:574] : INFO : Epoch 1722 | loss: 0.0311894 | val_loss: 0.0311945 | Time: 2559.54 ms [2022-03-07 18:45:53 main:574] : INFO : Epoch 1723 | loss: 0.031188 | val_loss: 0.0311907 | Time: 2795.87 ms [2022-03-07 18:45:56 main:574] : INFO : Epoch 1724 | loss: 0.0311883 | val_loss: 0.0311906 | Time: 2619.07 ms [2022-03-07 18:45:59 main:574] : INFO : Epoch 1725 | loss: 0.0311872 | val_loss: 0.0311906 | Time: 2823.12 ms [2022-03-07 18:46:02 main:574] : INFO : Epoch 1726 | loss: 0.0311859 | val_loss: 0.0311906 | Time: 2888.3 ms [2022-03-07 18:46:05 main:574] : INFO : Epoch 1727 | loss: 0.0311856 | val_loss: 0.0311895 | Time: 3097.35 ms [2022-03-07 18:46:09 main:574] : INFO : Epoch 1728 | loss: 0.0311858 | val_loss: 0.0311906 | Time: 3807.98 ms [2022-03-07 18:46:12 main:574] : INFO : Epoch 1729 | loss: 0.0311857 | val_loss: 0.0311891 | Time: 2959.88 ms [2022-03-07 18:46:15 main:574] : INFO : Epoch 1730 | loss: 0.0311856 | val_loss: 0.0311888 | Time: 3159.98 ms [2022-03-07 18:46:18 main:574] : INFO : Epoch 1731 | loss: 0.031185 | val_loss: 0.0311919 | Time: 3230.82 ms [2022-03-07 18:46:21 main:574] : INFO : Epoch 1732 | loss: 0.0311867 | val_loss: 0.0311883 | Time: 3105.22 ms [2022-03-07 18:46:24 main:574] : INFO : Epoch 1733 | loss: 0.031187 | val_loss: 0.0311877 | Time: 2802.18 ms [2022-03-07 18:46:27 main:574] : INFO : Epoch 1734 | loss: 0.0311864 | val_loss: 0.0311909 | Time: 2526.56 ms [2022-03-07 18:46:29 main:574] : INFO : Epoch 1735 | loss: 0.0311877 | val_loss: 0.0311897 | Time: 2422.12 ms [2022-03-07 18:46:32 main:574] : INFO : Epoch 1736 | loss: 0.0311867 | val_loss: 0.0311909 | Time: 2436.1 ms [2022-03-07 18:46:34 main:574] : INFO : Epoch 1737 | loss: 0.0311847 | val_loss: 0.0311889 | Time: 2419.13 ms [2022-03-07 18:46:37 main:574] : INFO : Epoch 1738 | loss: 0.0311839 | val_loss: 0.0311875 | Time: 2693.24 ms [2022-03-07 18:46:40 main:574] : INFO : Epoch 1739 | loss: 0.0311849 | val_loss: 0.0311885 | Time: 2691.89 ms [2022-03-07 18:46:42 main:574] : INFO : Epoch 1740 | loss: 0.0311848 | val_loss: 0.0311892 | Time: 2718.1 ms [2022-03-07 18:46:45 main:574] : INFO : Epoch 1741 | loss: 0.0311841 | val_loss: 0.0311881 | Time: 2558.93 ms [2022-03-07 18:46:47 main:574] : INFO : Epoch 1742 | loss: 0.0311826 | val_loss: 0.0311877 | Time: 2468.28 ms [2022-03-07 18:46:50 main:574] : INFO : Epoch 1743 | loss: 0.031182 | val_loss: 0.0311873 | Time: 2614.32 ms [2022-03-07 18:46:53 main:574] : INFO : Epoch 1744 | loss: 0.0311834 | val_loss: 0.0311876 | Time: 2652.67 ms [2022-03-07 18:46:56 main:574] : INFO : Epoch 1745 | loss: 0.031182 | val_loss: 0.0311894 | Time: 2864.85 ms [2022-03-07 18:46:59 main:574] : INFO : Epoch 1746 | loss: 0.0311829 | val_loss: 0.0311866 | Time: 3332.93 ms [2022-03-07 18:47:02 main:574] : INFO : Epoch 1747 | loss: 0.0311827 | val_loss: 0.0311865 | Time: 3024.01 ms [2022-03-07 18:47:05 main:574] : INFO : Epoch 1748 | loss: 0.031186 | val_loss: 0.0311872 | Time: 2659.73 ms [2022-03-07 18:47:08 main:574] : INFO : Epoch 1749 | loss: 0.0311849 | val_loss: 0.0311891 | Time: 3292.29 ms [2022-03-07 18:47:11 main:574] : INFO : Epoch 1750 | loss: 0.0311874 | val_loss: 0.0311872 | Time: 3093.74 ms [2022-03-07 18:47:14 main:574] : INFO : Epoch 1751 | loss: 0.0311864 | val_loss: 0.0311854 | Time: 3171.98 ms [2022-03-07 18:47:17 main:574] : INFO : Epoch 1752 | loss: 0.0311839 | val_loss: 0.0311861 | Time: 2732.68 ms [2022-03-07 18:47:20 main:574] : INFO : Epoch 1753 | loss: 0.0311827 | val_loss: 0.03119 | Time: 2644.83 ms [2022-03-07 18:47:22 main:574] : INFO : Epoch 1754 | loss: 0.031184 | val_loss: 0.0311863 | Time: 2552.34 ms [2022-03-07 18:47:25 main:574] : INFO : Epoch 1755 | loss: 0.0311844 | val_loss: 0.0311896 | Time: 2516.74 ms [2022-03-07 18:47:28 main:574] : INFO : Epoch 1756 | loss: 0.0311821 | val_loss: 0.0311849 | Time: 2558.96 ms [2022-03-07 18:47:30 main:574] : INFO : Epoch 1757 | loss: 0.0311807 | val_loss: 0.0311852 | Time: 2830.25 ms [2022-03-07 18:47:33 main:574] : INFO : Epoch 1758 | loss: 0.0311805 | val_loss: 0.0311841 | Time: 2940.12 ms [2022-03-07 18:47:37 main:574] : INFO : Epoch 1759 | loss: 0.0311826 | val_loss: 0.0311857 | Time: 3012.49 ms [2022-03-07 18:47:39 main:574] : INFO : Epoch 1760 | loss: 0.0311812 | val_loss: 0.0311851 | Time: 2813.56 ms [2022-03-07 18:47:43 main:574] : INFO : Epoch 1761 | loss: 0.0311862 | val_loss: 0.0312006 | Time: 3094.28 ms [2022-03-07 18:47:46 main:574] : INFO : Epoch 1762 | loss: 0.0312043 | val_loss: 0.0312033 | Time: 3303.7 ms [2022-03-07 18:47:49 main:574] : INFO : Epoch 1763 | loss: 0.0312007 | val_loss: 0.0312001 | Time: 3409.59 ms [2022-03-07 18:47:52 main:574] : INFO : Epoch 1764 | loss: 0.0311985 | val_loss: 0.0311993 | Time: 2851.46 ms [2022-03-07 18:47:55 main:574] : INFO : Epoch 1765 | loss: 0.0311973 | val_loss: 0.0311952 | Time: 3096.61 ms [2022-03-07 18:47:59 main:574] : INFO : Epoch 1766 | loss: 0.0311941 | val_loss: 0.0311933 | Time: 4053.41 ms [2022-03-07 18:48:03 main:574] : INFO : Epoch 1767 | loss: 0.0311924 | val_loss: 0.0311933 | Time: 3203.14 ms [2022-03-07 18:48:08 main:574] : INFO : Epoch 1768 | loss: 0.0311975 | val_loss: 0.0311975 | Time: 5005.89 ms [2022-03-07 18:48:11 main:574] : INFO : Epoch 1769 | loss: 0.0312012 | val_loss: 0.0312048 | Time: 3199.31 ms [2022-03-07 18:48:14 main:574] : INFO : Epoch 1770 | loss: 0.0312026 | val_loss: 0.031207 | Time: 2710.66 ms [2022-03-07 18:48:16 main:574] : INFO : Epoch 1771 | loss: 0.0312037 | val_loss: 0.0312075 | Time: 2582.41 ms [2022-03-07 18:48:19 main:574] : INFO : Epoch 1772 | loss: 0.0312006 | val_loss: 0.0312001 | Time: 2417.42 ms [2022-03-07 18:48:22 main:574] : INFO : Epoch 1773 | loss: 0.0311979 | val_loss: 0.0311988 | Time: 2622.82 ms [2022-03-07 18:48:24 main:574] : INFO : Epoch 1774 | loss: 0.0311971 | val_loss: 0.0311982 | Time: 2546.66 ms [2022-03-07 18:48:27 main:574] : INFO : Epoch 1775 | loss: 0.0311968 | val_loss: 0.0312006 | Time: 2871.7 ms [2022-03-07 18:48:32 main:574] : INFO : Epoch 1776 | loss: 0.0311951 | val_loss: 0.0311965 | Time: 4459.32 ms [2022-03-07 18:48:35 main:574] : INFO : Epoch 1777 | loss: 0.0311943 | val_loss: 0.0311961 | Time: 3118.26 ms [2022-03-07 18:48:38 main:574] : INFO : Epoch 1778 | loss: 0.0311932 | val_loss: 0.0311954 | Time: 3519.81 ms [2022-03-07 18:48:42 main:574] : INFO : Epoch 1779 | loss: 0.0311935 | val_loss: 0.0311948 | Time: 3574.22 ms [2022-03-07 18:48:45 main:574] : INFO : Epoch 1780 | loss: 0.0311915 | val_loss: 0.0311941 | Time: 2886.74 ms [2022-03-07 18:48:48 main:574] : INFO : Epoch 1781 | loss: 0.031191 | val_loss: 0.0311937 | Time: 2906.41 ms [2022-03-07 18:48:51 main:574] : INFO : Epoch 1782 | loss: 0.0311923 | val_loss: 0.0311931 | Time: 3153.74 ms [2022-03-07 18:48:54 main:574] : INFO : Epoch 1783 | loss: 0.0311912 | val_loss: 0.0311936 | Time: 3039.9 ms [2022-03-07 18:48:58 main:574] : INFO : Epoch 1784 | loss: 0.0311911 | val_loss: 0.0311939 | Time: 3722.99 ms [2022-03-07 18:49:01 main:574] : INFO : Epoch 1785 | loss: 0.0311917 | val_loss: 0.0311964 | Time: 2822.95 ms [2022-03-07 18:49:04 main:574] : INFO : Epoch 1786 | loss: 0.0311907 | val_loss: 0.0311922 | Time: 2959.33 ms [2022-03-07 18:49:06 main:574] : INFO : Epoch 1787 | loss: 0.0311909 | val_loss: 0.031196 | Time: 2671.84 ms [2022-03-07 18:49:09 main:574] : INFO : Epoch 1788 | loss: 0.0311903 | val_loss: 0.0311917 | Time: 2749.73 ms [2022-03-07 18:49:12 main:574] : INFO : Epoch 1789 | loss: 0.0311886 | val_loss: 0.0311915 | Time: 3035.85 ms [2022-03-07 18:49:15 main:574] : INFO : Epoch 1790 | loss: 0.0311887 | val_loss: 0.0311927 | Time: 2840.82 ms [2022-03-07 18:49:18 main:574] : INFO : Epoch 1791 | loss: 0.0311904 | val_loss: 0.031195 | Time: 2896.36 ms [2022-03-07 18:49:21 main:574] : INFO : Epoch 1792 | loss: 0.031191 | val_loss: 0.0311943 | Time: 2914.15 ms [2022-03-07 18:49:24 main:574] : INFO : Epoch 1793 | loss: 0.0311886 | val_loss: 0.0311918 | Time: 3038.23 ms [2022-03-07 18:49:27 main:574] : INFO : Epoch 1794 | loss: 0.0311876 | val_loss: 0.0311925 | Time: 2987.99 ms [2022-03-07 18:49:30 main:574] : INFO : Epoch 1795 | loss: 0.031188 | val_loss: 0.0311924 | Time: 3157.92 ms [2022-03-07 18:49:33 main:574] : INFO : Epoch 1796 | loss: 0.0311879 | val_loss: 0.031192 | Time: 2881.77 ms [2022-03-07 18:49:36 main:574] : INFO : Epoch 1797 | loss: 0.0311878 | val_loss: 0.031194 | Time: 2548.39 ms [2022-03-07 18:49:38 main:574] : INFO : Epoch 1798 | loss: 0.0311882 | val_loss: 0.0311955 | Time: 2616.24 ms [2022-03-07 18:49:41 main:574] : INFO : Epoch 1799 | loss: 0.0311886 | val_loss: 0.0311933 | Time: 2587.39 ms [2022-03-07 18:49:44 main:574] : INFO : Epoch 1800 | loss: 0.0311875 | val_loss: 0.031195 | Time: 3058.09 ms [2022-03-07 18:49:47 main:574] : INFO : Epoch 1801 | loss: 0.0311875 | val_loss: 0.0311947 | Time: 2495.33 ms [2022-03-07 18:49:49 main:574] : INFO : Epoch 1802 | loss: 0.0311876 | val_loss: 0.0311935 | Time: 2476.11 ms [2022-03-07 18:49:52 main:574] : INFO : Epoch 1803 | loss: 0.0311883 | val_loss: 0.0311936 | Time: 2498.67 ms [2022-03-07 18:49:54 main:574] : INFO : Epoch 1804 | loss: 0.0311879 | val_loss: 0.0311946 | Time: 2469.38 ms [2022-03-07 18:49:57 main:574] : INFO : Epoch 1805 | loss: 0.031186 | val_loss: 0.0311961 | Time: 2362.36 ms [2022-03-07 18:49:59 main:574] : INFO : Epoch 1806 | loss: 0.0311866 | val_loss: 0.0311915 | Time: 2503.64 ms [2022-03-07 18:50:02 main:574] : INFO : Epoch 1807 | loss: 0.0311871 | val_loss: 0.0311949 | Time: 3072.03 ms [2022-03-07 18:50:05 main:574] : INFO : Epoch 1808 | loss: 0.0311866 | val_loss: 0.0311923 | Time: 2853.46 ms [2022-03-07 18:50:08 main:574] : INFO : Epoch 1809 | loss: 0.031189 | val_loss: 0.0311925 | Time: 3222.33 ms [2022-03-07 18:50:11 main:574] : INFO : Epoch 1810 | loss: 0.0311915 | val_loss: 0.0311937 | Time: 3056.6 ms [2022-03-07 18:50:15 main:574] : INFO : Epoch 1811 | loss: 0.031187 | val_loss: 0.0311939 | Time: 3113.36 ms [2022-03-07 18:50:18 main:574] : INFO : Epoch 1812 | loss: 0.0311857 | val_loss: 0.0311925 | Time: 3131.13 ms [2022-03-07 18:50:21 main:574] : INFO : Epoch 1813 | loss: 0.0311859 | val_loss: 0.0311952 | Time: 3039.66 ms [2022-03-07 18:50:24 main:574] : INFO : Epoch 1814 | loss: 0.0311864 | val_loss: 0.0311926 | Time: 2795.25 ms [2022-03-07 18:50:27 main:574] : INFO : Epoch 1815 | loss: 0.0311847 | val_loss: 0.0311926 | Time: 3353.58 ms [2022-03-07 18:50:31 main:574] : INFO : Epoch 1816 | loss: 0.0311848 | val_loss: 0.031192 | Time: 4066.86 ms [2022-03-07 18:50:35 main:574] : INFO : Epoch 1817 | loss: 0.0311841 | val_loss: 0.0311925 | Time: 4041.82 ms [2022-03-07 18:50:39 main:574] : INFO : Epoch 1818 | loss: 0.0311844 | val_loss: 0.0311939 | Time: 3897.92 ms [2022-03-07 18:50:43 main:574] : INFO : Epoch 1819 | loss: 0.0311839 | val_loss: 0.0311916 | Time: 3592.41 ms [2022-03-07 18:50:46 main:574] : INFO : Epoch 1820 | loss: 0.0311836 | val_loss: 0.0311916 | Time: 3417.04 ms [2022-03-07 18:50:49 main:574] : INFO : Epoch 1821 | loss: 0.0311855 | val_loss: 0.0311937 | Time: 2967.94 ms [2022-03-07 18:50:53 main:574] : INFO : Epoch 1822 | loss: 0.0311856 | val_loss: 0.0311922 | Time: 3393.18 ms [2022-03-07 18:50:56 main:574] : INFO : Epoch 1823 | loss: 0.0311846 | val_loss: 0.0311932 | Time: 3440.56 ms [2022-03-07 18:51:00 main:574] : INFO : Epoch 1824 | loss: 0.0311845 | val_loss: 0.0311916 | Time: 3289.05 ms [2022-03-07 18:51:03 main:574] : INFO : Epoch 1825 | loss: 0.031184 | val_loss: 0.0311917 | Time: 3067.81 ms [2022-03-07 18:51:06 main:574] : INFO : Epoch 1826 | loss: 0.0311833 | val_loss: 0.0311917 | Time: 3381.96 ms [2022-03-07 18:51:10 main:574] : INFO : Epoch 1827 | loss: 0.0311842 | val_loss: 0.0311922 | Time: 3423.13 ms [2022-03-07 18:51:12 main:574] : INFO : Epoch 1828 | loss: 0.0311847 | val_loss: 0.031192 | Time: 2744.25 ms [2022-03-07 18:51:15 main:574] : INFO : Epoch 1829 | loss: 0.0311853 | val_loss: 0.031193 | Time: 2671.45 ms [2022-03-07 18:51:18 main:574] : INFO : Epoch 1830 | loss: 0.0311851 | val_loss: 0.031192 | Time: 2694.32 ms [2022-03-07 18:51:21 main:574] : INFO : Epoch 1831 | loss: 0.031184 | val_loss: 0.0311919 | Time: 2560.02 ms [2022-03-07 18:51:24 main:574] : INFO : Epoch 1832 | loss: 0.0311876 | val_loss: 0.0312018 | Time: 2914.53 ms [2022-03-07 18:51:26 main:574] : INFO : Epoch 1833 | loss: 0.031187 | val_loss: 0.0311968 | Time: 2602.63 ms [2022-03-07 18:51:29 main:574] : INFO : Epoch 1834 | loss: 0.0311851 | val_loss: 0.031195 | Time: 2456.75 ms [2022-03-07 18:51:31 main:574] : INFO : Epoch 1835 | loss: 0.0311847 | val_loss: 0.031194 | Time: 2464.11 ms [2022-03-07 18:51:34 main:574] : INFO : Epoch 1836 | loss: 0.0311831 | val_loss: 0.0311948 | Time: 3042.46 ms [2022-03-07 18:51:37 main:574] : INFO : Epoch 1837 | loss: 0.0311829 | val_loss: 0.0311958 | Time: 2926.41 ms [2022-03-07 18:51:41 main:574] : INFO : Epoch 1838 | loss: 0.0311834 | val_loss: 0.0311937 | Time: 4060.72 ms [2022-03-07 18:51:46 main:574] : INFO : Epoch 1839 | loss: 0.0311832 | val_loss: 0.0311953 | Time: 4349.59 ms [2022-03-07 18:51:49 main:574] : INFO : Epoch 1840 | loss: 0.0311825 | val_loss: 0.0311947 | Time: 3320.94 ms [2022-03-07 18:51:52 main:574] : INFO : Epoch 1841 | loss: 0.031184 | val_loss: 0.0311926 | Time: 3257.94 ms [2022-03-07 18:51:56 main:574] : INFO : Epoch 1842 | loss: 0.0311827 | val_loss: 0.0311939 | Time: 3348.58 ms [2022-03-07 18:51:59 main:574] : INFO : Epoch 1843 | loss: 0.0311835 | val_loss: 0.031193 | Time: 3245.68 ms [2022-03-07 18:52:02 main:574] : INFO : Epoch 1844 | loss: 0.0311826 | val_loss: 0.0311938 | Time: 3283.5 ms [2022-03-07 18:52:05 main:574] : INFO : Epoch 1845 | loss: 0.0311827 | val_loss: 0.0311934 | Time: 3000.07 ms [2022-03-07 18:52:09 main:574] : INFO : Epoch 1846 | loss: 0.0311828 | val_loss: 0.0311918 | Time: 3301.07 ms [2022-03-07 18:52:12 main:574] : INFO : Epoch 1847 | loss: 0.0311844 | val_loss: 0.0311965 | Time: 3381.32 ms [2022-03-07 18:52:15 main:574] : INFO : Epoch 1848 | loss: 0.0311862 | val_loss: 0.0311937 | Time: 2904 ms [2022-03-07 18:52:18 main:574] : INFO : Epoch 1849 | loss: 0.0311824 | val_loss: 0.031193 | Time: 2875.3 ms [2022-03-07 18:52:21 main:574] : INFO : Epoch 1850 | loss: 0.031183 | val_loss: 0.0311923 | Time: 3136.74 ms [2022-03-07 18:52:24 main:574] : INFO : Epoch 1851 | loss: 0.0311822 | val_loss: 0.0311911 | Time: 3007.96 ms [2022-03-07 18:52:27 main:574] : INFO : Epoch 1852 | loss: 0.0311828 | val_loss: 0.0311912 | Time: 2878.5 ms [2022-03-07 18:52:30 main:574] : INFO : Epoch 1853 | loss: 0.0311862 | val_loss: 0.0311924 | Time: 3224.83 ms [2022-03-07 18:52:34 main:574] : INFO : Epoch 1854 | loss: 0.0311829 | val_loss: 0.0311948 | Time: 3123.76 ms [2022-03-07 18:52:37 main:574] : INFO : Epoch 1855 | loss: 0.0311838 | val_loss: 0.0311922 | Time: 3437.93 ms [2022-03-07 18:52:40 main:574] : INFO : Epoch 1856 | loss: 0.0311825 | val_loss: 0.0311922 | Time: 3267.36 ms [2022-03-07 18:52:44 main:574] : INFO : Epoch 1857 | loss: 0.0311831 | val_loss: 0.0311932 | Time: 3259.06 ms [2022-03-07 18:52:47 main:574] : INFO : Epoch 1858 | loss: 0.0311851 | val_loss: 0.0311961 | Time: 3280.24 ms [2022-03-07 18:52:50 main:574] : INFO : Epoch 1859 | loss: 0.0311816 | val_loss: 0.0311924 | Time: 3229.02 ms [2022-03-07 18:52:53 main:574] : INFO : Epoch 1860 | loss: 0.0311806 | val_loss: 0.0311939 | Time: 2921.37 ms [2022-03-07 18:52:56 main:574] : INFO : Epoch 1861 | loss: 0.0311829 | val_loss: 0.0311943 | Time: 2863.59 ms [2022-03-07 18:52:59 main:574] : INFO : Epoch 1862 | loss: 0.0311823 | val_loss: 0.0311945 | Time: 3258.97 ms [2022-03-07 18:53:03 main:574] : INFO : Epoch 1863 | loss: 0.0311821 | val_loss: 0.0311924 | Time: 3169.06 ms [2022-03-07 18:53:06 main:574] : INFO : Epoch 1864 | loss: 0.0311842 | val_loss: 0.0311911 | Time: 3513.53 ms [2022-03-07 18:53:09 main:574] : INFO : Epoch 1865 | loss: 0.0311831 | val_loss: 0.0311928 | Time: 2799.01 ms [2022-03-07 18:53:12 main:574] : INFO : Epoch 1866 | loss: 0.0311852 | val_loss: 0.031194 | Time: 3351.35 ms [2022-03-07 18:53:16 main:574] : INFO : Epoch 1867 | loss: 0.0311847 | val_loss: 0.0311928 | Time: 3076.13 ms [2022-03-07 18:53:19 main:574] : INFO : Epoch 1868 | loss: 0.0311845 | val_loss: 0.031193 | Time: 3457.88 ms [2022-03-07 18:53:22 main:574] : INFO : Epoch 1869 | loss: 0.0311856 | val_loss: 0.0312028 | Time: 3306.61 ms [2022-03-07 18:53:26 main:574] : INFO : Epoch 1870 | loss: 0.0311864 | val_loss: 0.0311922 | Time: 3335.02 ms [2022-03-07 18:53:29 main:574] : INFO : Epoch 1871 | loss: 0.0311868 | val_loss: 0.031198 | Time: 3502.21 ms [2022-03-07 18:53:32 main:574] : INFO : Epoch 1872 | loss: 0.0311857 | val_loss: 0.0311897 | Time: 2996.17 ms [2022-03-07 18:53:36 main:574] : INFO : Epoch 1873 | loss: 0.0311835 | val_loss: 0.0311948 | Time: 3654.66 ms [2022-03-07 18:53:40 main:574] : INFO : Epoch 1874 | loss: 0.0311829 | val_loss: 0.0311904 | Time: 4240.97 ms [2022-03-07 18:53:43 main:574] : INFO : Epoch 1875 | loss: 0.0311813 | val_loss: 0.0311894 | Time: 3041.54 ms [2022-03-07 18:53:47 main:574] : INFO : Epoch 1876 | loss: 0.0311806 | val_loss: 0.0311903 | Time: 3369.12 ms [2022-03-07 18:53:50 main:574] : INFO : Epoch 1877 | loss: 0.0311811 | val_loss: 0.0311919 | Time: 2997.57 ms [2022-03-07 18:53:53 main:574] : INFO : Epoch 1878 | loss: 0.0311816 | val_loss: 0.0311899 | Time: 3004.22 ms [2022-03-07 18:53:57 main:574] : INFO : Epoch 1879 | loss: 0.0311809 | val_loss: 0.0311899 | Time: 3757.02 ms [2022-03-07 18:54:00 main:574] : INFO : Epoch 1880 | loss: 0.0311803 | val_loss: 0.0311907 | Time: 3567.92 ms [2022-03-07 18:54:04 main:574] : INFO : Epoch 1881 | loss: 0.0311808 | val_loss: 0.0311903 | Time: 3460.37 ms [2022-03-07 18:54:07 main:574] : INFO : Epoch 1882 | loss: 0.0311806 | val_loss: 0.0311894 | Time: 3565.43 ms [2022-03-07 18:54:11 main:574] : INFO : Epoch 1883 | loss: 0.0311833 | val_loss: 0.0311921 | Time: 3098.7 ms [2022-03-07 18:54:13 main:574] : INFO : Epoch 1884 | loss: 0.0311828 | val_loss: 0.0311898 | Time: 2937.55 ms [2022-03-07 18:54:16 main:574] : INFO : Epoch 1885 | loss: 0.0311806 | val_loss: 0.0311926 | Time: 2666.71 ms [2022-03-07 18:54:19 main:574] : INFO : Epoch 1886 | loss: 0.0311806 | val_loss: 0.0311895 | Time: 3047.84 ms [2022-03-07 18:54:23 main:574] : INFO : Epoch 1887 | loss: 0.0311805 | val_loss: 0.0311898 | Time: 3449.7 ms [2022-03-07 18:54:26 main:574] : INFO : Epoch 1888 | loss: 0.0311812 | val_loss: 0.0311923 | Time: 3218.31 ms [2022-03-07 18:54:29 main:574] : INFO : Epoch 1889 | loss: 0.0311837 | val_loss: 0.031193 | Time: 3342.03 ms [2022-03-07 18:54:33 main:574] : INFO : Epoch 1890 | loss: 0.0311829 | val_loss: 0.0311915 | Time: 3094.28 ms [2022-03-07 18:54:36 main:574] : INFO : Epoch 1891 | loss: 0.031182 | val_loss: 0.0311942 | Time: 3098.1 ms [2022-03-07 18:54:39 main:574] : INFO : Epoch 1892 | loss: 0.0311846 | val_loss: 0.0311912 | Time: 2824.68 ms [2022-03-07 18:54:41 main:574] : INFO : Epoch 1893 | loss: 0.0311826 | val_loss: 0.0311912 | Time: 2879.65 ms [2022-03-07 18:54:45 main:574] : INFO : Epoch 1894 | loss: 0.0311822 | val_loss: 0.0311934 | Time: 3125.99 ms [2022-03-07 18:54:47 main:574] : INFO : Epoch 1895 | loss: 0.0311818 | val_loss: 0.031193 | Time: 2788.99 ms [2022-03-07 18:54:50 main:574] : INFO : Epoch 1896 | loss: 0.0311806 | val_loss: 0.0311907 | Time: 2968.89 ms [2022-03-07 18:54:53 main:574] : INFO : Epoch 1897 | loss: 0.031182 | val_loss: 0.0311912 | Time: 2976.49 ms [2022-03-07 18:54:57 main:574] : INFO : Epoch 1898 | loss: 0.0311828 | val_loss: 0.0311901 | Time: 3110.47 ms [2022-03-07 18:55:00 main:574] : INFO : Epoch 1899 | loss: 0.0311819 | val_loss: 0.0311912 | Time: 3080.3 ms [2022-03-07 18:55:03 main:574] : INFO : Epoch 1900 | loss: 0.0311809 | val_loss: 0.0311915 | Time: 2944.58 ms [2022-03-07 18:55:06 main:574] : INFO : Epoch 1901 | loss: 0.0311811 | val_loss: 0.0311888 | Time: 3037.66 ms [2022-03-07 18:55:09 main:574] : INFO : Epoch 1902 | loss: 0.0311822 | val_loss: 0.0311921 | Time: 2853.1 ms [2022-03-07 18:55:12 main:574] : INFO : Epoch 1903 | loss: 0.0311804 | val_loss: 0.0311912 | Time: 3682.68 ms [2022-03-07 18:55:16 main:574] : INFO : Epoch 1904 | loss: 0.0311796 | val_loss: 0.0311905 | Time: 3457.99 ms [2022-03-07 18:55:20 main:574] : INFO : Epoch 1905 | loss: 0.0311805 | val_loss: 0.0311918 | Time: 3914.16 ms [2022-03-07 18:55:23 main:574] : INFO : Epoch 1906 | loss: 0.0311815 | val_loss: 0.031194 | Time: 2910.34 ms [2022-03-07 18:55:25 main:574] : INFO : Epoch 1907 | loss: 0.0311833 | val_loss: 0.0311936 | Time: 2605.93 ms [2022-03-07 18:55:29 main:574] : INFO : Epoch 1908 | loss: 0.0311798 | val_loss: 0.0311948 | Time: 3050.11 ms [2022-03-07 18:55:32 main:574] : INFO : Epoch 1909 | loss: 0.0311806 | val_loss: 0.0311901 | Time: 3030.72 ms [2022-03-07 18:55:35 main:574] : INFO : Epoch 1910 | loss: 0.0311774 | val_loss: 0.0311892 | Time: 2990.15 ms [2022-03-07 18:55:37 main:574] : INFO : Epoch 1911 | loss: 0.0311774 | val_loss: 0.0311892 | Time: 2756.61 ms [2022-03-07 18:55:41 main:574] : INFO : Epoch 1912 | loss: 0.0311781 | val_loss: 0.0311903 | Time: 3151.89 ms [2022-03-07 18:55:44 main:574] : INFO : Epoch 1913 | loss: 0.0311781 | val_loss: 0.0311927 | Time: 3086.58 ms [2022-03-07 18:55:47 main:574] : INFO : Epoch 1914 | loss: 0.0311776 | val_loss: 0.031192 | Time: 2962.66 ms [2022-03-07 18:55:50 main:574] : INFO : Epoch 1915 | loss: 0.0311806 | val_loss: 0.0311891 | Time: 3479.93 ms [2022-03-07 18:55:54 main:574] : INFO : Epoch 1916 | loss: 0.0311812 | val_loss: 0.0311903 | Time: 3411.77 ms [2022-03-07 18:55:58 main:574] : INFO : Epoch 1917 | loss: 0.0311802 | val_loss: 0.031191 | Time: 3748.19 ms [2022-03-07 18:56:02 main:574] : INFO : Epoch 1918 | loss: 0.0311776 | val_loss: 0.0311888 | Time: 3923.5 ms [2022-03-07 18:56:04 main:574] : INFO : Epoch 1919 | loss: 0.0311768 | val_loss: 0.0311881 | Time: 2742.33 ms [2022-03-07 18:56:07 main:574] : INFO : Epoch 1920 | loss: 0.031177 | val_loss: 0.0311905 | Time: 2691.85 ms [2022-03-07 18:56:10 main:574] : INFO : Epoch 1921 | loss: 0.0311773 | val_loss: 0.0311894 | Time: 2652.98 ms [2022-03-07 18:56:13 main:574] : INFO : Epoch 1922 | loss: 0.0311763 | val_loss: 0.0311917 | Time: 3720.96 ms [2022-03-07 18:56:17 main:574] : INFO : Epoch 1923 | loss: 0.0311793 | val_loss: 0.0311886 | Time: 3141.82 ms [2022-03-07 18:56:20 main:574] : INFO : Epoch 1924 | loss: 0.0311779 | val_loss: 0.0311925 | Time: 3530.54 ms [2022-03-07 18:56:23 main:574] : INFO : Epoch 1925 | loss: 0.0311761 | val_loss: 0.0311928 | Time: 3120.67 ms [2022-03-07 18:56:27 main:574] : INFO : Epoch 1926 | loss: 0.031178 | val_loss: 0.0311895 | Time: 3213.8 ms [2022-03-07 18:56:30 main:574] : INFO : Epoch 1927 | loss: 0.0311761 | val_loss: 0.0311894 | Time: 3222.52 ms [2022-03-07 18:56:33 main:574] : INFO : Epoch 1928 | loss: 0.0311778 | val_loss: 0.031191 | Time: 3320.33 ms [2022-03-07 18:56:37 main:574] : INFO : Epoch 1929 | loss: 0.0311771 | val_loss: 0.0311946 | Time: 3273.35 ms [2022-03-07 18:56:40 main:574] : INFO : Epoch 1930 | loss: 0.0311775 | val_loss: 0.0311898 | Time: 3083.78 ms [2022-03-07 18:56:43 main:574] : INFO : Epoch 1931 | loss: 0.0311764 | val_loss: 0.0311884 | Time: 3062.31 ms [2022-03-07 18:56:46 main:574] : INFO : Epoch 1932 | loss: 0.0311781 | val_loss: 0.0311961 | Time: 2999.33 ms [2022-03-07 18:56:49 main:574] : INFO : Epoch 1933 | loss: 0.0311903 | val_loss: 0.0311949 | Time: 2840.94 ms [2022-03-07 18:56:52 main:574] : INFO : Epoch 1934 | loss: 0.0311912 | val_loss: 0.0311917 | Time: 2979.54 ms [2022-03-07 18:56:55 main:574] : INFO : Epoch 1935 | loss: 0.0311885 | val_loss: 0.0311919 | Time: 2839.38 ms [2022-03-07 18:56:58 main:574] : INFO : Epoch 1936 | loss: 0.0311873 | val_loss: 0.0311936 | Time: 2978.84 ms [2022-03-07 18:57:01 main:574] : INFO : Epoch 1937 | loss: 0.0311851 | val_loss: 0.0311916 | Time: 3098.07 ms [2022-03-07 18:57:04 main:574] : INFO : Epoch 1938 | loss: 0.0311836 | val_loss: 0.0311897 | Time: 2936.73 ms [2022-03-07 18:57:07 main:574] : INFO : Epoch 1939 | loss: 0.0311832 | val_loss: 0.0311889 | Time: 3084.63 ms [2022-03-07 18:57:10 main:574] : INFO : Epoch 1940 | loss: 0.031183 | val_loss: 0.0311918 | Time: 3123.94 ms [2022-03-07 18:57:13 main:574] : INFO : Epoch 1941 | loss: 0.0311849 | val_loss: 0.0311924 | Time: 3211.16 ms [2022-03-07 18:57:16 main:574] : INFO : Epoch 1942 | loss: 0.0311832 | val_loss: 0.0311895 | Time: 2992.72 ms [2022-03-07 18:57:20 main:574] : INFO : Epoch 1943 | loss: 0.0311814 | val_loss: 0.0311893 | Time: 3900.48 ms [2022-03-07 18:57:25 main:574] : INFO : Epoch 1944 | loss: 0.0311828 | val_loss: 0.0311944 | Time: 4270.07 ms [2022-03-07 18:57:29 main:574] : INFO : Epoch 1945 | loss: 0.0311833 | val_loss: 0.0311903 | Time: 4151.14 ms [2022-03-07 18:57:33 main:574] : INFO : Epoch 1946 | loss: 0.0311806 | val_loss: 0.0311891 | Time: 3795.75 ms [2022-03-07 18:57:36 main:574] : INFO : Epoch 1947 | loss: 0.0311798 | val_loss: 0.0311887 | Time: 3884.92 ms [2022-03-07 18:57:40 main:574] : INFO : Epoch 1948 | loss: 0.0311814 | val_loss: 0.0311888 | Time: 3605.14 ms [2022-03-07 18:57:44 main:574] : INFO : Epoch 1949 | loss: 0.0311797 | val_loss: 0.0311905 | Time: 3494.83 ms [2022-03-07 18:57:47 main:574] : INFO : Epoch 1950 | loss: 0.0311815 | val_loss: 0.0311933 | Time: 3399.05 ms [2022-03-07 18:57:50 main:574] : INFO : Epoch 1951 | loss: 0.0311801 | val_loss: 0.0311895 | Time: 2967.84 ms [2022-03-07 18:57:53 main:574] : INFO : Epoch 1952 | loss: 0.0311792 | val_loss: 0.0311894 | Time: 3183.48 ms [2022-03-07 18:57:57 main:574] : INFO : Epoch 1953 | loss: 0.0311783 | val_loss: 0.0311889 | Time: 3460.75 ms [2022-03-07 18:58:00 main:574] : INFO : Epoch 1954 | loss: 0.0311779 | val_loss: 0.0311904 | Time: 3362.9 ms [2022-03-07 18:58:03 main:574] : INFO : Epoch 1955 | loss: 0.0311776 | val_loss: 0.031189 | Time: 2966.33 ms [2022-03-07 18:58:06 main:574] : INFO : Epoch 1956 | loss: 0.0311774 | val_loss: 0.0311902 | Time: 3102.11 ms [2022-03-07 18:58:10 main:574] : INFO : Epoch 1957 | loss: 0.0311807 | val_loss: 0.0311905 | Time: 3316.52 ms [2022-03-07 18:58:13 main:574] : INFO : Epoch 1958 | loss: 0.0311805 | val_loss: 0.0311918 | Time: 3692.36 ms [2022-03-07 18:58:17 main:574] : INFO : Epoch 1959 | loss: 0.0311858 | val_loss: 0.0311971 | Time: 3316.95 ms [2022-03-07 18:58:20 main:574] : INFO : Epoch 1960 | loss: 0.0311811 | val_loss: 0.0311909 | Time: 3121.54 ms [2022-03-07 18:58:23 main:574] : INFO : Epoch 1961 | loss: 0.0311782 | val_loss: 0.0311892 | Time: 3067.78 ms [2022-03-07 18:58:26 main:574] : INFO : Epoch 1962 | loss: 0.0311775 | val_loss: 0.0311894 | Time: 2795.57 ms [2022-03-07 18:58:29 main:574] : INFO : Epoch 1963 | loss: 0.0311766 | val_loss: 0.0311902 | Time: 3107.81 ms [2022-03-07 18:58:32 main:574] : INFO : Epoch 1964 | loss: 0.031176 | val_loss: 0.0311908 | Time: 2724.01 ms [2022-03-07 18:58:35 main:574] : INFO : Epoch 1965 | loss: 0.0311771 | val_loss: 0.0311903 | Time: 2984.24 ms [2022-03-07 18:58:38 main:574] : INFO : Epoch 1966 | loss: 0.0311795 | val_loss: 0.0311909 | Time: 2799.66 ms [2022-03-07 18:58:41 main:574] : INFO : Epoch 1967 | loss: 0.0311778 | val_loss: 0.0311922 | Time: 3006.86 ms [2022-03-07 18:58:44 main:574] : INFO : Epoch 1968 | loss: 0.031176 | val_loss: 0.0311898 | Time: 3121.38 ms [2022-03-07 18:58:47 main:574] : INFO : Epoch 1969 | loss: 0.0311769 | val_loss: 0.0311983 | Time: 3086.61 ms [2022-03-07 18:58:50 main:574] : INFO : Epoch 1970 | loss: 0.0311818 | val_loss: 0.0311891 | Time: 2723.25 ms [2022-03-07 18:58:53 main:574] : INFO : Epoch 1971 | loss: 0.031179 | val_loss: 0.0311906 | Time: 2792.54 ms [2022-03-07 18:58:56 main:574] : INFO : Epoch 1972 | loss: 0.0311773 | val_loss: 0.0311913 | Time: 3037.8 ms [2022-03-07 18:58:59 main:574] : INFO : Epoch 1973 | loss: 0.0311783 | val_loss: 0.0311925 | Time: 3451.1 ms [2022-03-07 18:59:03 main:574] : INFO : Epoch 1974 | loss: 0.0311771 | val_loss: 0.0311892 | Time: 3805.65 ms [2022-03-07 18:59:07 main:574] : INFO : Epoch 1975 | loss: 0.0311759 | val_loss: 0.0311914 | Time: 3822.14 ms [2022-03-07 18:59:11 main:574] : INFO : Epoch 1976 | loss: 0.031176 | val_loss: 0.0311901 | Time: 4435.24 ms [2022-03-07 18:59:14 main:574] : INFO : Epoch 1977 | loss: 0.031177 | val_loss: 0.0311943 | Time: 3067.43 ms [2022-03-07 18:59:18 main:574] : INFO : Epoch 1978 | loss: 0.0311783 | val_loss: 0.0311921 | Time: 3328.52 ms [2022-03-07 18:59:21 main:574] : INFO : Epoch 1979 | loss: 0.0311775 | val_loss: 0.0311899 | Time: 2962.89 ms [2022-03-07 18:59:24 main:574] : INFO : Epoch 1980 | loss: 0.0311777 | val_loss: 0.0311914 | Time: 3288.38 ms [2022-03-07 18:59:27 main:574] : INFO : Epoch 1981 | loss: 0.031177 | val_loss: 0.0311918 | Time: 2688.4 ms [2022-03-07 18:59:30 main:574] : INFO : Epoch 1982 | loss: 0.0311803 | val_loss: 0.0311912 | Time: 2678.19 ms [2022-03-07 18:59:32 main:574] : INFO : Epoch 1983 | loss: 0.0311778 | val_loss: 0.0311894 | Time: 2851.61 ms [2022-03-07 18:59:35 main:574] : INFO : Epoch 1984 | loss: 0.0311766 | val_loss: 0.0311895 | Time: 2849.86 ms [2022-03-07 18:59:38 main:574] : INFO : Epoch 1985 | loss: 0.0311762 | val_loss: 0.0311892 | Time: 2722.42 ms [2022-03-07 18:59:41 main:574] : INFO : Epoch 1986 | loss: 0.0311777 | val_loss: 0.0311907 | Time: 2785.39 ms [2022-03-07 18:59:44 main:574] : INFO : Epoch 1987 | loss: 0.031177 | val_loss: 0.0311902 | Time: 3116.06 ms [2022-03-07 18:59:47 main:574] : INFO : Epoch 1988 | loss: 0.0311754 | val_loss: 0.0311879 | Time: 3238.51 ms [2022-03-07 18:59:51 main:574] : INFO : Epoch 1989 | loss: 0.0311748 | val_loss: 0.0311896 | Time: 3273.43 ms [2022-03-07 18:59:54 main:574] : INFO : Epoch 1990 | loss: 0.0311744 | val_loss: 0.0311908 | Time: 3149.22 ms [2022-03-07 18:59:57 main:574] : INFO : Epoch 1991 | loss: 0.0311744 | val_loss: 0.03119 | Time: 3315.78 ms [2022-03-07 19:00:00 main:574] : INFO : Epoch 1992 | loss: 0.0311755 | val_loss: 0.0311889 | Time: 3052.98 ms [2022-03-07 19:00:04 main:574] : INFO : Epoch 1993 | loss: 0.0311783 | val_loss: 0.0311889 | Time: 3218.34 ms [2022-03-07 19:00:06 main:574] : INFO : Epoch 1994 | loss: 0.0311775 | val_loss: 0.0311883 | Time: 2560.09 ms [2022-03-07 19:00:09 main:574] : INFO : Epoch 1995 | loss: 0.0311757 | val_loss: 0.0311914 | Time: 3058.78 ms [2022-03-07 19:00:12 main:574] : INFO : Epoch 1996 | loss: 0.0311762 | val_loss: 0.0311883 | Time: 2824.48 ms [2022-03-07 19:00:15 main:574] : INFO : Epoch 1997 | loss: 0.0311754 | val_loss: 0.0311898 | Time: 3120.08 ms [2022-03-07 19:00:19 main:574] : INFO : Epoch 1998 | loss: 0.0311757 | val_loss: 0.0311918 | Time: 3408.74 ms [2022-03-07 19:00:23 main:574] : INFO : Epoch 1999 | loss: 0.031177 | val_loss: 0.0311889 | Time: 4611.32 ms [2022-03-07 19:00:27 main:574] : INFO : Epoch 2000 | loss: 0.0311787 | val_loss: 0.0311906 | Time: 3932.96 ms [2022-03-07 19:00:31 main:574] : INFO : Epoch 2001 | loss: 0.0311782 | val_loss: 0.031193 | Time: 3354.04 ms [2022-03-07 19:00:34 main:574] : INFO : Epoch 2002 | loss: 0.0311806 | val_loss: 0.0311914 | Time: 3463.15 ms [2022-03-07 19:00:37 main:574] : INFO : Epoch 2003 | loss: 0.03118 | val_loss: 0.031197 | Time: 2779.14 ms [2022-03-07 19:00:40 main:574] : INFO : Epoch 2004 | loss: 0.0311792 | val_loss: 0.0311926 | Time: 2842.51 ms [2022-03-07 19:00:43 main:574] : INFO : Epoch 2005 | loss: 0.0311786 | val_loss: 0.031189 | Time: 2779.13 ms [2022-03-07 19:00:46 main:574] : INFO : Epoch 2006 | loss: 0.0311787 | val_loss: 0.0311901 | Time: 2778.14 ms [2022-03-07 19:00:48 main:574] : INFO : Epoch 2007 | loss: 0.0311787 | val_loss: 0.0311875 | Time: 2657.35 ms [2022-03-07 19:00:51 main:574] : INFO : Epoch 2008 | loss: 0.0311774 | val_loss: 0.0311884 | Time: 2865.07 ms [2022-03-07 19:00:54 main:574] : INFO : Epoch 2009 | loss: 0.0311764 | val_loss: 0.0311897 | Time: 2739.59 ms [2022-03-07 19:00:57 main:574] : INFO : Epoch 2010 | loss: 0.031176 | val_loss: 0.0311882 | Time: 2661.21 ms [2022-03-07 19:01:00 main:574] : INFO : Epoch 2011 | loss: 0.0311764 | val_loss: 0.0311895 | Time: 2976.28 ms [2022-03-07 19:01:03 main:574] : INFO : Epoch 2012 | loss: 0.031177 | val_loss: 0.0311899 | Time: 3553.99 ms [2022-03-07 19:01:07 main:574] : INFO : Epoch 2013 | loss: 0.0311763 | val_loss: 0.0311921 | Time: 3567.22 ms [2022-03-07 19:01:11 main:574] : INFO : Epoch 2014 | loss: 0.0311759 | val_loss: 0.0311882 | Time: 3616.01 ms [2022-03-07 19:01:14 main:574] : INFO : Epoch 2015 | loss: 0.031177 | val_loss: 0.0311909 | Time: 3230.97 ms [2022-03-07 19:01:17 main:574] : INFO : Epoch 2016 | loss: 0.0311776 | val_loss: 0.0311905 | Time: 2884.67 ms [2022-03-07 19:01:21 main:574] : INFO : Epoch 2017 | loss: 0.0311775 | val_loss: 0.0311893 | Time: 3967.8 ms [2022-03-07 19:01:25 main:574] : INFO : Epoch 2018 | loss: 0.0311772 | val_loss: 0.0311894 | Time: 4371.1 ms [2022-03-07 19:01:28 main:574] : INFO : Epoch 2019 | loss: 0.0311798 | val_loss: 0.0311883 | Time: 2784.26 ms [2022-03-07 19:01:31 main:574] : INFO : Epoch 2020 | loss: 0.0311778 | val_loss: 0.0311887 | Time: 2780.35 ms [2022-03-07 19:01:34 main:574] : INFO : Epoch 2021 | loss: 0.0311773 | val_loss: 0.0311894 | Time: 2966.49 ms [2022-03-07 19:01:37 main:574] : INFO : Epoch 2022 | loss: 0.0311772 | val_loss: 0.0311907 | Time: 3012.54 ms [2022-03-07 19:01:40 main:574] : INFO : Epoch 2023 | loss: 0.0311771 | val_loss: 0.0311913 | Time: 2633.12 ms [2022-03-07 19:01:43 main:574] : INFO : Epoch 2024 | loss: 0.031176 | val_loss: 0.0311915 | Time: 3211.13 ms [2022-03-07 19:01:46 main:574] : INFO : Epoch 2025 | loss: 0.0311764 | val_loss: 0.0311911 | Time: 3385.19 ms [2022-03-07 19:01:49 main:574] : INFO : Epoch 2026 | loss: 0.0311756 | val_loss: 0.0311889 | Time: 2788.16 ms [2022-03-07 19:01:52 main:574] : INFO : Epoch 2027 | loss: 0.0311744 | val_loss: 0.0311886 | Time: 2737.76 ms [2022-03-07 19:01:55 main:574] : INFO : Epoch 2028 | loss: 0.0311751 | val_loss: 0.0311894 | Time: 2933.06 ms [2022-03-07 19:01:58 main:574] : INFO : Epoch 2029 | loss: 0.0311756 | val_loss: 0.0311927 | Time: 3044.77 ms [2022-03-07 19:02:01 main:574] : INFO : Epoch 2030 | loss: 0.0311751 | val_loss: 0.0311884 | Time: 3248.07 ms [2022-03-07 19:02:04 main:574] : INFO : Epoch 2031 | loss: 0.0311741 | val_loss: 0.0311901 | Time: 3126.28 ms [2022-03-07 19:02:07 main:574] : INFO : Epoch 2032 | loss: 0.0311736 | val_loss: 0.0311903 | Time: 2859.89 ms [2022-03-07 19:02:10 main:574] : INFO : Epoch 2033 | loss: 0.0311736 | val_loss: 0.0311945 | Time: 2730.22 ms [2022-03-07 19:02:13 main:574] : INFO : Epoch 2034 | loss: 0.0311739 | val_loss: 0.0311897 | Time: 3293.74 ms [2022-03-07 19:02:17 main:574] : INFO : Epoch 2035 | loss: 0.0311737 | val_loss: 0.0311922 | Time: 3614.47 ms [2022-03-07 19:02:20 main:574] : INFO : Epoch 2036 | loss: 0.0311734 | val_loss: 0.0311902 | Time: 3273.18 ms [2022-03-07 19:02:23 main:574] : INFO : Epoch 2037 | loss: 0.0311737 | val_loss: 0.0311915 | Time: 2933.32 ms [2022-03-07 19:02:26 main:574] : INFO : Epoch 2038 | loss: 0.0311748 | val_loss: 0.0311896 | Time: 2637.38 ms [2022-03-07 19:02:29 main:574] : INFO : Epoch 2039 | loss: 0.0311748 | val_loss: 0.0311918 | Time: 3062.58 ms [2022-03-07 19:02:32 main:574] : INFO : Epoch 2040 | loss: 0.0311744 | val_loss: 0.0311944 | Time: 3075.29 ms [2022-03-07 19:02:35 main:574] : INFO : Epoch 2041 | loss: 0.0311766 | val_loss: 0.0311908 | Time: 2639.17 ms [2022-03-07 19:02:38 main:574] : INFO : Epoch 2042 | loss: 0.0311791 | val_loss: 0.031195 | Time: 3309.75 ms [2022-03-07 19:02:41 main:574] : INFO : Epoch 2043 | loss: 0.0311812 | val_loss: 0.0312022 | Time: 2630.79 ms [2022-03-07 19:02:44 main:574] : INFO : Epoch 2044 | loss: 0.0311792 | val_loss: 0.0311931 | Time: 2781.69 ms [2022-03-07 19:02:46 main:574] : INFO : Epoch 2045 | loss: 0.0311761 | val_loss: 0.0311948 | Time: 2700.06 ms [2022-03-07 19:02:50 main:574] : INFO : Epoch 2046 | loss: 0.0311761 | val_loss: 0.0311931 | Time: 3100.03 ms [2022-03-07 19:02:53 main:574] : INFO : Epoch 2047 | loss: 0.0311755 | val_loss: 0.0311903 | Time: 3522.09 ms [2022-03-07 19:02:57 main:574] : INFO : Epoch 2048 | loss: 0.0311738 | val_loss: 0.0311914 | Time: 4009.16 ms [2022-03-07 19:02:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311914 [2022-03-07 19:02:57 main:603] : INFO : Saving end state to config to file [2022-03-07 19:02:57 main:608] : INFO : Success, exiting.. 19:02:57 (17360): 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)