Task 14627328
| Name | ParityModified-1647042513-4721-3-0_2 |
| Workunit | 11250683 |
| Created | 21 Apr 2022, 8:51:28 UTC |
| Sent | 21 Apr 2022, 8:52:44 UTC |
| Report deadline | 29 Apr 2022, 8:52:44 UTC |
| Received | 21 Apr 2022, 12:14:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13155 |
| Run time | 2 hours 14 min 22 sec |
| CPU time | 2 hours 12 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,068.08 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311732 | val_loss: 0.0311942 | Time: 3879.5 ms
[2022-04-21 03:40:36 main:574] : INFO : Epoch 1543 | loss: 0.0311736 | val_loss: 0.031196 | Time: 3878.9 ms
[2022-04-21 03:40:40 main:574] : INFO : Epoch 1544 | loss: 0.0311774 | val_loss: 0.0311924 | Time: 3873.94 ms
[2022-04-21 03:40:44 main:574] : INFO : Epoch 1545 | loss: 0.0311782 | val_loss: 0.031192 | Time: 3911.65 ms
[2022-04-21 03:40:48 main:574] : INFO : Epoch 1546 | loss: 0.0311745 | val_loss: 0.0311926 | Time: 3867.03 ms
[2022-04-21 03:40:52 main:574] : INFO : Epoch 1547 | loss: 0.0311728 | val_loss: 0.0311903 | Time: 3881.97 ms
[2022-04-21 03:40:56 main:574] : INFO : Epoch 1548 | loss: 0.0311719 | val_loss: 0.0311918 | Time: 3882.83 ms
[2022-04-21 03:41:00 main:574] : INFO : Epoch 1549 | loss: 0.0311764 | val_loss: 0.0311889 | Time: 3868.9 ms
[2022-04-21 03:41:03 main:574] : INFO : Epoch 1550 | loss: 0.0311809 | val_loss: 0.0311887 | Time: 3873.69 ms
[2022-04-21 03:41:07 main:574] : INFO : Epoch 1551 | loss: 0.0311761 | val_loss: 0.0311885 | Time: 3892.46 ms
[2022-04-21 03:41:11 main:574] : INFO : Epoch 1552 | loss: 0.0311747 | val_loss: 0.0311867 | Time: 3874.77 ms
[2022-04-21 03:41:15 main:574] : INFO : Epoch 1553 | loss: 0.0311749 | val_loss: 0.0311897 | Time: 3997.1 ms
[2022-04-21 03:41:19 main:574] : INFO : Epoch 1554 | loss: 0.031175 | val_loss: 0.0311891 | Time: 3856.3 ms
[2022-04-21 03:41:23 main:574] : INFO : Epoch 1555 | loss: 0.0311751 | val_loss: 0.0311869 | Time: 3869.69 ms
[2022-04-21 03:41:27 main:574] : INFO : Epoch 1556 | loss: 0.0311759 | val_loss: 0.0311871 | Time: 3877.26 ms
[2022-04-21 03:41:31 main:574] : INFO : Epoch 1557 | loss: 0.0311765 | val_loss: 0.0311879 | Time: 3850.55 ms
[2022-04-21 03:41:35 main:574] : INFO : Epoch 1558 | loss: 0.0311743 | val_loss: 0.0311886 | Time: 3885.73 ms
[2022-04-21 03:41:39 main:574] : INFO : Epoch 1559 | loss: 0.0311737 | val_loss: 0.0311854 | Time: 3875.17 ms
[2022-04-21 03:41:43 main:574] : INFO : Epoch 1560 | loss: 0.031176 | val_loss: 0.0311893 | Time: 3873.63 ms
[2022-04-21 03:41:47 main:574] : INFO : Epoch 1561 | loss: 0.031182 | val_loss: 0.0311898 | Time: 3893.16 ms
[2022-04-21 03:41:51 main:574] : INFO : Epoch 1562 | loss: 0.0311777 | val_loss: 0.0311864 | Time: 3822.88 ms
[2022-04-21 03:41:55 main:574] : INFO : Epoch 1563 | loss: 0.0311741 | val_loss: 0.0311864 | Time: 3840.53 ms
[2022-04-21 03:41:58 main:574] : INFO : Epoch 1564 | loss: 0.0311745 | val_loss: 0.0311867 | Time: 3875.85 ms
[2022-04-21 03:42:02 main:574] : INFO : Epoch 1565 | loss: 0.0311736 | val_loss: 0.0311869 | Time: 3810.25 ms
[2022-04-21 03:42:06 main:574] : INFO : Epoch 1566 | loss: 0.0311728 | val_loss: 0.0311878 | Time: 3922.65 ms
[2022-04-21 03:42:10 main:574] : INFO : Epoch 1567 | loss: 0.0311719 | val_loss: 0.0311883 | Time: 3884.48 ms
[2022-04-21 03:42:14 main:574] : INFO : Epoch 1568 | loss: 0.0311774 | val_loss: 0.031187 | Time: 3872.5 ms
[2022-04-21 03:42:18 main:574] : INFO : Epoch 1569 | loss: 0.031174 | val_loss: 0.0311875 | Time: 3890.87 ms
[2022-04-21 03:42:22 main:574] : INFO : Epoch 1570 | loss: 0.0311724 | val_loss: 0.0311933 | Time: 3867.17 ms
[2022-04-21 03:42:26 main:574] : INFO : Epoch 1571 | loss: 0.0311741 | val_loss: 0.0311898 | Time: 3873.3 ms
[2022-04-21 03:42:30 main:574] : INFO : Epoch 1572 | loss: 0.0311735 | val_loss: 0.0311877 | Time: 3821.67 ms
[2022-04-21 03:42:34 main:574] : INFO : Epoch 1573 | loss: 0.0311742 | val_loss: 0.0311899 | Time: 3887.06 ms
[2022-04-21 03:42:38 main:574] : INFO : Epoch 1574 | loss: 0.0311744 | val_loss: 0.0311883 | Time: 3850.13 ms
[2022-04-21 03:42:42 main:574] : INFO : Epoch 1575 | loss: 0.0311745 | val_loss: 0.0311884 | Time: 3886.66 ms
[2022-04-21 03:42:46 main:574] : INFO : Epoch 1576 | loss: 0.0311744 | val_loss: 0.0311882 | Time: 3869.08 ms
[2022-04-21 03:42:50 main:574] : INFO : Epoch 1577 | loss: 0.0311745 | val_loss: 0.0311894 | Time: 3874.08 ms
[2022-04-21 03:42:53 main:574] : INFO : Epoch 1578 | loss: 0.0311733 | val_loss: 0.0311873 | Time: 3888.97 ms
[2022-04-21 03:42:57 main:574] : INFO : Epoch 1579 | loss: 0.0311733 | val_loss: 0.0311859 | Time: 3946.53 ms
[2022-04-21 03:43:01 main:574] : INFO : Epoch 1580 | loss: 0.0311729 | val_loss: 0.0311903 | Time: 3886.26 ms
[2022-04-21 03:43:05 main:574] : INFO : Epoch 1581 | loss: 0.0311761 | val_loss: 0.031189 | Time: 3870.46 ms
[2022-04-21 03:43:09 main:574] : INFO : Epoch 1582 | loss: 0.0311777 | val_loss: 0.0311855 | Time: 3916.93 ms
[2022-04-21 03:43:13 main:574] : INFO : Epoch 1583 | loss: 0.0311754 | val_loss: 0.0311884 | Time: 3818.06 ms
[2022-04-21 03:43:17 main:574] : INFO : Epoch 1584 | loss: 0.0311759 | val_loss: 0.0311882 | Time: 3904.81 ms
[2022-04-21 03:43:21 main:574] : INFO : Epoch 1585 | loss: 0.0311741 | val_loss: 0.031187 | Time: 3876.62 ms
[2022-04-21 03:43:25 main:574] : INFO : Epoch 1586 | loss: 0.0311737 | val_loss: 0.0311886 | Time: 3878.11 ms
[2022-04-21 03:43:29 main:574] : INFO : Epoch 1587 | loss: 0.0311737 | val_loss: 0.0311859 | Time: 3858.36 ms
[2022-04-21 03:43:33 main:574] : INFO : Epoch 1588 | loss: 0.0311732 | val_loss: 0.0311876 | Time: 3860.6 ms
[2022-04-21 03:43:37 main:574] : INFO : Epoch 1589 | loss: 0.0311726 | val_loss: 0.0311877 | Time: 3870.96 ms
[2022-04-21 03:43:41 main:574] : INFO : Epoch 1590 | loss: 0.031175 | val_loss: 0.0311862 | Time: 3901.89 ms
[2022-04-21 03:43:45 main:574] : INFO : Epoch 1591 | loss: 0.0311731 | val_loss: 0.0311882 | Time: 3866.63 ms
[2022-04-21 03:43:49 main:574] : INFO : Epoch 1592 | loss: 0.0311721 | val_loss: 0.0311886 | Time: 3873.69 ms
[2022-04-21 03:43:53 main:574] : INFO : Epoch 1593 | loss: 0.0311764 | val_loss: 0.0311898 | Time: 3900.9 ms
[2022-04-21 03:43:56 main:574] : INFO : Epoch 1594 | loss: 0.031178 | val_loss: 0.0311946 | Time: 3881.43 ms
[2022-04-21 03:44:00 main:574] : INFO : Epoch 1595 | loss: 0.0311774 | val_loss: 0.0311899 | Time: 3863.69 ms
[2022-04-21 03:44:04 main:574] : INFO : Epoch 1596 | loss: 0.0311756 | val_loss: 0.0311887 | Time: 3878.73 ms
[2022-04-21 03:44:08 main:574] : INFO : Epoch 1597 | loss: 0.0311755 | val_loss: 0.0311901 | Time: 3879.07 ms
[2022-04-21 03:44:12 main:574] : INFO : Epoch 1598 | loss: 0.0311734 | val_loss: 0.0311889 | Time: 3869.12 ms
[2022-04-21 03:44:16 main:574] : INFO : Epoch 1599 | loss: 0.0311728 | val_loss: 0.0311875 | Time: 3873.52 ms
[2022-04-21 03:44:20 main:574] : INFO : Epoch 1600 | loss: 0.0311726 | val_loss: 0.0311864 | Time: 3881.64 ms
[2022-04-21 03:44:24 main:574] : INFO : Epoch 1601 | loss: 0.0311751 | val_loss: 0.0311942 | Time: 3871.44 ms
[2022-04-21 03:44:28 main:574] : INFO : Epoch 1602 | loss: 0.0311759 | val_loss: 0.031193 | Time: 3922.01 ms
[2022-04-21 03:44:32 main:574] : INFO : Epoch 1603 | loss: 0.0311762 | val_loss: 0.0311889 | Time: 3876.08 ms
[2022-04-21 03:44:36 main:574] : INFO : Epoch 1604 | loss: 0.0311728 | val_loss: 0.0311894 | Time: 3880.84 ms
[2022-04-21 03:44:40 main:574] : INFO : Epoch 1605 | loss: 0.0311713 | val_loss: 0.0311885 | Time: 3873.36 ms
[2022-04-21 03:44:44 main:574] : INFO : Epoch 1606 | loss: 0.0311708 | val_loss: 0.0311874 | Time: 3863.13 ms
[2022-04-21 03:44:47 main:574] : INFO : Epoch 1607 | loss: 0.0311722 | val_loss: 0.0311888 | Time: 3848.28 ms
[2022-04-21 03:44:51 main:574] : INFO : Epoch 1608 | loss: 0.0311713 | val_loss: 0.0311863 | Time: 3862.58 ms
[2022-04-21 03:44:55 main:574] : INFO : Epoch 1609 | loss: 0.0311744 | val_loss: 0.0311964 | Time: 3900.13 ms
[2022-04-21 03:44:59 main:574] : INFO : Epoch 1610 | loss: 0.0311827 | val_loss: 0.0311941 | Time: 3868.68 ms
[2022-04-21 03:45:03 main:574] : INFO : Epoch 1611 | loss: 0.0311779 | val_loss: 0.0311933 | Time: 3868.15 ms
[2022-04-21 03:45:07 main:574] : INFO : Epoch 1612 | loss: 0.0311772 | val_loss: 0.0311911 | Time: 3894.61 ms
[2022-04-21 03:45:11 main:574] : INFO : Epoch 1613 | loss: 0.0311754 | val_loss: 0.0311906 | Time: 3837.58 ms
[2022-04-21 03:45:15 main:574] : INFO : Epoch 1614 | loss: 0.0311765 | val_loss: 0.0311874 | Time: 3897.81 ms
[2022-04-21 03:45:19 main:574] : INFO : Epoch 1615 | loss: 0.0311752 | val_loss: 0.0311879 | Time: 3855.36 ms
[2022-04-21 03:45:23 main:574] : INFO : Epoch 1616 | loss: 0.0311729 | val_loss: 0.0311865 | Time: 3889.1 ms
[2022-04-21 03:45:27 main:574] : INFO : Epoch 1617 | loss: 0.0311739 | val_loss: 0.0311944 | Time: 3891.01 ms
[2022-04-21 03:45:31 main:574] : INFO : Epoch 1618 | loss: 0.0311757 | val_loss: 0.0311932 | Time: 3853.17 ms
[2022-04-21 03:45:35 main:574] : INFO : Epoch 1619 | loss: 0.0311731 | val_loss: 0.0311871 | Time: 3927.37 ms
[2022-04-21 03:45:39 main:574] : INFO : Epoch 1620 | loss: 0.0311712 | val_loss: 0.0311864 | Time: 3872.03 ms
[2022-04-21 03:45:43 main:574] : INFO : Epoch 1621 | loss: 0.031171 | val_loss: 0.0311893 | Time: 3876.24 ms
[2022-04-21 03:45:46 main:574] : INFO : Epoch 1622 | loss: 0.0311724 | val_loss: 0.0311888 | Time: 3859.2 ms
[2022-04-21 03:45:50 main:574] : INFO : Epoch 1623 | loss: 0.0311736 | val_loss: 0.0311878 | Time: 3856.26 ms
[2022-04-21 03:45:54 main:574] : INFO : Epoch 1624 | loss: 0.031173 | val_loss: 0.0311873 | Time: 3840.89 ms
[2022-04-21 03:45:58 main:574] : INFO : Epoch 1625 | loss: 0.031171 | val_loss: 0.0311881 | Time: 3892.98 ms
[2022-04-21 03:46:02 main:574] : INFO : Epoch 1626 | loss: 0.0311715 | val_loss: 0.0311901 | Time: 3860.9 ms
[2022-04-21 03:46:06 main:574] : INFO : Epoch 1627 | loss: 0.0311724 | val_loss: 0.0311971 | Time: 3806.6 ms
[2022-04-21 03:46:10 main:574] : INFO : Epoch 1628 | loss: 0.0311745 | val_loss: 0.0311905 | Time: 3878 ms
[2022-04-21 03:46:14 main:574] : INFO : Epoch 1629 | loss: 0.0311725 | val_loss: 0.03119 | Time: 3877.62 ms
[2022-04-21 03:46:18 main:574] : INFO : Epoch 1630 | loss: 0.0311744 | val_loss: 0.0311902 | Time: 3854.53 ms
[2022-04-21 03:46:22 main:574] : INFO : Epoch 1631 | loss: 0.0311733 | val_loss: 0.0311869 | Time: 3845.44 ms
[2022-04-21 03:46:26 main:574] : INFO : Epoch 1632 | loss: 0.0311715 | val_loss: 0.0311884 | Time: 3862.71 ms
[2022-04-21 03:46:29 main:574] : INFO : Epoch 1633 | loss: 0.0311713 | val_loss: 0.0311854 | Time: 3844.13 ms
[2022-04-21 03:46:33 main:574] : INFO : Epoch 1634 | loss: 0.0311706 | val_loss: 0.0311867 | Time: 3872.65 ms
[2022-04-21 03:46:37 main:574] : INFO : Epoch 1635 | loss: 0.0311722 | val_loss: 0.0311889 | Time: 3861.55 ms
[2022-04-21 03:46:41 main:574] : INFO : Epoch 1636 | loss: 0.0311776 | val_loss: 0.0311962 | Time: 4075.83 ms
[2022-04-21 03:46:45 main:574] : INFO : Epoch 1637 | loss: 0.0311764 | val_loss: 0.0311904 | Time: 3929.79 ms
[2022-04-21 03:46:49 main:574] : INFO : Epoch 1638 | loss: 0.031173 | val_loss: 0.0311892 | Time: 3863.33 ms
[2022-04-21 03:46:53 main:574] : INFO : Epoch 1639 | loss: 0.0311721 | val_loss: 0.0311909 | Time: 3878.62 ms
[2022-04-21 03:46:57 main:574] : INFO : Epoch 1640 | loss: 0.0311723 | val_loss: 0.0311906 | Time: 3801.43 ms
[2022-04-21 03:47:01 main:574] : INFO : Epoch 1641 | loss: 0.0311729 | val_loss: 0.0311906 | Time: 3817.83 ms
[2022-04-21 03:47:05 main:574] : INFO : Epoch 1642 | loss: 0.0311729 | val_loss: 0.0311891 | Time: 3904.17 ms
[2022-04-21 03:47:09 main:574] : INFO : Epoch 1643 | loss: 0.0311741 | val_loss: 0.0311921 | Time: 3860.79 ms
[2022-04-21 03:47:13 main:574] : INFO : Epoch 1644 | loss: 0.031175 | val_loss: 0.0311885 | Time: 3898.77 ms
[2022-04-21 03:47:17 main:574] : INFO : Epoch 1645 | loss: 0.0311728 | val_loss: 0.0311889 | Time: 3852.86 ms
[2022-04-21 03:47:21 main:574] : INFO : Epoch 1646 | loss: 0.031174 | val_loss: 0.0311967 | Time: 3858.38 ms
[2022-04-21 03:47:24 main:574] : INFO : Epoch 1647 | loss: 0.0311738 | val_loss: 0.03119 | Time: 3852.61 ms
[2022-04-21 03:47:28 main:574] : INFO : Epoch 1648 | loss: 0.0311724 | val_loss: 0.0311934 | Time: 3887.92 ms
[2022-04-21 03:47:33 main:574] : INFO : Epoch 1649 | loss: 0.0311729 | val_loss: 0.03119 | Time: 4118.01 ms
[2022-04-21 03:47:36 main:574] : INFO : Epoch 1650 | loss: 0.0311705 | val_loss: 0.0311921 | Time: 3840.99 ms
[2022-04-21 03:47:40 main:574] : INFO : Epoch 1651 | loss: 0.0311716 | val_loss: 0.0311893 | Time: 3860.02 ms
[2022-04-21 03:47:44 main:574] : INFO : Epoch 1652 | loss: 0.0311698 | val_loss: 0.0311892 | Time: 3854.02 ms
[2022-04-21 03:47:48 main:574] : INFO : Epoch 1653 | loss: 0.0311703 | val_loss: 0.031189 | Time: 4055.37 ms
[2022-04-21 03:47:52 main:574] : INFO : Epoch 1654 | loss: 0.0311709 | val_loss: 0.0311908 | Time: 3857.97 ms
[2022-04-21 03:47:56 main:574] : INFO : Epoch 1655 | loss: 0.0311707 | val_loss: 0.0311906 | Time: 3854.12 ms
[2022-04-21 03:48:00 main:574] : INFO : Epoch 1656 | loss: 0.0311717 | val_loss: 0.0311927 | Time: 3868.36 ms
[2022-04-21 03:48:04 main:574] : INFO : Epoch 1657 | loss: 0.0311709 | val_loss: 0.0311904 | Time: 3867.8 ms
[2022-04-21 03:48:08 main:574] : INFO : Epoch 1658 | loss: 0.0311713 | val_loss: 0.0311925 | Time: 3868.01 ms
[2022-04-21 03:48:12 main:574] : INFO : Epoch 1659 | loss: 0.0311709 | val_loss: 0.0311923 | Time: 3891.07 ms
[2022-04-21 03:48:16 main:574] : INFO : Epoch 1660 | loss: 0.0311735 | val_loss: 0.0311928 | Time: 3865.49 ms
[2022-04-21 03:48:20 main:574] : INFO : Epoch 1661 | loss: 0.0311768 | val_loss: 0.0311903 | Time: 3859.61 ms
[2022-04-21 03:48:24 main:574] : INFO : Epoch 1662 | loss: 0.0311759 | val_loss: 0.0311908 | Time: 3843.4 ms
[2022-04-21 03:48:27 main:574] : INFO : Epoch 1663 | loss: 0.0311772 | val_loss: 0.0311931 | Time: 3799.48 ms
[2022-04-21 03:48:31 main:574] : INFO : Epoch 1664 | loss: 0.0311783 | val_loss: 0.0311986 | Time: 3877.1 ms
[2022-04-21 03:48:35 main:574] : INFO : Epoch 1665 | loss: 0.0311804 | val_loss: 0.0311946 | Time: 3864.67 ms
[2022-04-21 03:48:39 main:574] : INFO : Epoch 1666 | loss: 0.0311767 | val_loss: 0.0311884 | Time: 3839.91 ms
[2022-04-21 03:48:43 main:574] : INFO : Epoch 1667 | loss: 0.0311771 | val_loss: 0.0311907 | Time: 3875.4 ms
[2022-04-21 03:48:47 main:574] : INFO : Epoch 1668 | loss: 0.0311773 | val_loss: 0.0311894 | Time: 3846.17 ms
[2022-04-21 03:48:51 main:574] : INFO : Epoch 1669 | loss: 0.0311762 | val_loss: 0.0311892 | Time: 3874.52 ms
[2022-04-21 03:48:55 main:574] : INFO : Epoch 1670 | loss: 0.0311768 | val_loss: 0.0311892 | Time: 3875.36 ms
[2022-04-21 03:48:59 main:574] : INFO : Epoch 1671 | loss: 0.0311747 | val_loss: 0.0311906 | Time: 3861.06 ms
[2022-04-21 03:49:03 main:574] : INFO : Epoch 1672 | loss: 0.0311747 | val_loss: 0.0311925 | Time: 3833.91 ms
[2022-04-21 03:49:07 main:574] : INFO : Epoch 1673 | loss: 0.0311755 | val_loss: 0.0311909 | Time: 3885.29 ms
[2022-04-21 03:49:11 main:574] : INFO : Epoch 1674 | loss: 0.0311761 | val_loss: 0.0311928 | Time: 3863.28 ms
[2022-04-21 03:49:14 main:574] : INFO : Epoch 1675 | loss: 0.0311769 | val_loss: 0.0311955 | Time: 3850.15 ms
[2022-04-21 03:49:18 main:574] : INFO : Epoch 1676 | loss: 0.0311749 | val_loss: 0.0311921 | Time: 3860.89 ms
[2022-04-21 03:49:22 main:574] : INFO : Epoch 1677 | loss: 0.0311757 | val_loss: 0.0311916 | Time: 3858.94 ms
[2022-04-21 03:49:26 main:574] : INFO : Epoch 1678 | loss: 0.0311761 | val_loss: 0.0311928 | Time: 3873.18 ms
[2022-04-21 03:49:30 main:574] : INFO : Epoch 1679 | loss: 0.0311764 | val_loss: 0.0312011 | Time: 3849.66 ms
[2022-04-21 03:49:34 main:574] : INFO : Epoch 1680 | loss: 0.0311764 | val_loss: 0.0311915 | Time: 3926.26 ms
[2022-04-21 03:49:38 main:574] : INFO : Epoch 1681 | loss: 0.0311756 | val_loss: 0.0311925 | Time: 3850.65 ms
[2022-04-21 03:49:42 main:574] : INFO : Epoch 1682 | loss: 0.03118 | val_loss: 0.031189 | Time: 3938.79 ms
[2022-04-21 03:49:46 main:574] : INFO : Epoch 1683 | loss: 0.031178 | val_loss: 0.0311887 | Time: 3871.76 ms
[2022-04-21 03:49:50 main:574] : INFO : Epoch 1684 | loss: 0.0311782 | val_loss: 0.0311878 | Time: 3890.1 ms
[2022-04-21 03:49:54 main:574] : INFO : Epoch 1685 | loss: 0.0311782 | val_loss: 0.0311875 | Time: 3858.57 ms
[2022-04-21 03:49:58 main:574] : INFO : Epoch 1686 | loss: 0.0311754 | val_loss: 0.0311893 | Time: 3857.19 ms
[2022-04-21 03:50:02 main:574] : INFO : Epoch 1687 | loss: 0.031177 | val_loss: 0.0311903 | Time: 3901.36 ms
[2022-04-21 03:50:06 main:574] : INFO : Epoch 1688 | loss: 0.0311768 | val_loss: 0.0311916 | Time: 4039.74 ms
[2022-04-21 03:50:10 main:574] : INFO : Epoch 1689 | loss: 0.0311748 | val_loss: 0.0311902 | Time: 3870.45 ms
[2022-04-21 03:50:14 main:574] : INFO : Epoch 1690 | loss: 0.0311738 | val_loss: 0.0311892 | Time: 3859.99 ms
[2022-04-21 03:50:18 main:574] : INFO : Epoch 1691 | loss: 0.0311744 | val_loss: 0.0311883 | Time: 3846.95 ms
[2022-04-21 03:50:21 main:574] : INFO : Epoch 1692 | loss: 0.0311744 | val_loss: 0.0311874 | Time: 3871.77 ms
[2022-04-21 03:50:25 main:574] : INFO : Epoch 1693 | loss: 0.0311752 | val_loss: 0.0311892 | Time: 3873.36 ms
[2022-04-21 03:50:29 main:574] : INFO : Epoch 1694 | loss: 0.0311773 | val_loss: 0.0311881 | Time: 3836.48 ms
[2022-04-21 03:50:33 main:574] : INFO : Epoch 1695 | loss: 0.031177 | val_loss: 0.0311912 | Time: 3888.78 ms
[2022-04-21 03:50:37 main:574] : INFO : Epoch 1696 | loss: 0.0311783 | val_loss: 0.0311915 | Time: 3872.92 ms
[2022-04-21 03:50:41 main:574] : INFO : Epoch 1697 | loss: 0.0311801 | val_loss: 0.0311981 | Time: 3853.99 ms
[2022-04-21 03:50:45 main:574] : INFO : Epoch 1698 | loss: 0.0311832 | val_loss: 0.0311961 | Time: 3886.67 ms
[2022-04-21 03:50:49 main:574] : INFO : Epoch 1699 | loss: 0.0311788 | val_loss: 0.0311977 | Time: 3859.14 ms
[2022-04-21 03:50:53 main:574] : INFO : Epoch 1700 | loss: 0.0311796 | val_loss: 0.0311941 | Time: 3864.31 ms
[2022-04-21 03:50:57 main:574] : INFO : Epoch 1701 | loss: 0.0311809 | val_loss: 0.0311913 | Time: 3865.39 ms
[2022-04-21 03:51:01 main:574] : INFO : Epoch 1702 | loss: 0.0311795 | val_loss: 0.0311906 | Time: 3862.13 ms
[2022-04-21 03:51:05 main:574] : INFO : Epoch 1703 | loss: 0.0311779 | val_loss: 0.0311887 | Time: 3879.88 ms
[2022-04-21 03:51:09 main:574] : INFO : Epoch 1704 | loss: 0.0311775 | val_loss: 0.0311884 | Time: 3889.75 ms
[2022-04-21 03:51:12 main:574] : INFO : Epoch 1705 | loss: 0.0311768 | val_loss: 0.0311891 | Time: 3853.79 ms
[2022-04-21 03:51:16 main:574] : INFO : Epoch 1706 | loss: 0.0311767 | val_loss: 0.031188 | Time: 3972.87 ms
[2022-04-21 03:51:20 main:574] : INFO : Epoch 1707 | loss: 0.0311754 | val_loss: 0.0311891 | Time: 3929.66 ms
[2022-04-21 03:51:24 main:574] : INFO : Epoch 1708 | loss: 0.031175 | val_loss: 0.0311884 | Time: 3871.77 ms
[2022-04-21 03:51:28 main:574] : INFO : Epoch 1709 | loss: 0.031175 | val_loss: 0.0311938 | Time: 3862.52 ms
[2022-04-21 03:51:32 main:574] : INFO : Epoch 1710 | loss: 0.0311763 | val_loss: 0.0311904 | Time: 3872.17 ms
[2022-04-21 03:51:36 main:574] : INFO : Epoch 1711 | loss: 0.0311753 | val_loss: 0.0311876 | Time: 3891.09 ms
[2022-04-21 03:51:40 main:574] : INFO : Epoch 1712 | loss: 0.0311758 | val_loss: 0.031189 | Time: 3976.58 ms
[2022-04-21 03:51:44 main:574] : INFO : Epoch 1713 | loss: 0.0311754 | val_loss: 0.0311864 | Time: 3860.61 ms
[2022-04-21 03:51:48 main:574] : INFO : Epoch 1714 | loss: 0.0311764 | val_loss: 0.0311896 | Time: 3811.1 ms
[2022-04-21 03:51:52 main:574] : INFO : Epoch 1715 | loss: 0.0311757 | val_loss: 0.0311874 | Time: 3877.61 ms
[2022-04-21 03:51:56 main:574] : INFO : Epoch 1716 | loss: 0.031176 | val_loss: 0.0311889 | Time: 3860.18 ms
[2022-04-21 03:52:00 main:574] : INFO : Epoch 1717 | loss: 0.0311765 | val_loss: 0.0311916 | Time: 3858.01 ms
[2022-04-21 03:52:04 main:574] : INFO : Epoch 1718 | loss: 0.031179 | val_loss: 0.0311908 | Time: 3887.59 ms
[2022-04-21 03:52:08 main:574] : INFO : Epoch 1719 | loss: 0.0311767 | val_loss: 0.0311891 | Time: 3847.07 ms
[2022-04-21 03:52:11 main:574] : INFO : Epoch 1720 | loss: 0.0311766 | val_loss: 0.0311887 | Time: 3874.86 ms
[2022-04-21 03:52:15 main:574] : INFO : Epoch 1721 | loss: 0.0311765 | val_loss: 0.0311887 | Time: 3858.24 ms
[2022-04-21 03:52:19 main:574] : INFO : Epoch 1722 | loss: 0.0311758 | val_loss: 0.0311876 | Time: 3860.33 ms
[2022-04-21 03:52:23 main:574] : INFO : Epoch 1723 | loss: 0.0311755 | val_loss: 0.0311898 | Time: 3819.64 ms
[2022-04-21 03:52:27 main:574] : INFO : Epoch 1724 | loss: 0.0311763 | val_loss: 0.0311903 | Time: 3863.3 ms
[2022-04-21 03:52:31 main:574] : INFO : Epoch 1725 | loss: 0.0311784 | val_loss: 0.0311925 | Time: 3916.83 ms
[2022-04-21 03:52:35 main:574] : INFO : Epoch 1726 | loss: 0.0311776 | val_loss: 0.0311903 | Time: 3861.86 ms
[2022-04-21 03:52:39 main:574] : INFO : Epoch 1727 | loss: 0.0311774 | val_loss: 0.0311906 | Time: 3949.45 ms
[2022-04-21 03:52:43 main:574] : INFO : Epoch 1728 | loss: 0.031175 | val_loss: 0.0311902 | Time: 3854.46 ms
[2022-04-21 03:52:47 main:574] : INFO : Epoch 1729 | loss: 0.0311734 | val_loss: 0.0311871 | Time: 3819.92 ms
[2022-04-21 03:52:51 main:574] : INFO : Epoch 1730 | loss: 0.0311746 | val_loss: 0.0311878 | Time: 3884.26 ms
[2022-04-21 03:52:55 main:574] : INFO : Epoch 1731 | loss: 0.0311758 | val_loss: 0.0311864 | Time: 3864.55 ms
[2022-04-21 03:52:59 main:574] : INFO : Epoch 1732 | loss: 0.0311756 | val_loss: 0.031188 | Time: 3872.88 ms
[2022-04-21 03:53:02 main:574] : INFO : Epoch 1733 | loss: 0.0311749 | val_loss: 0.0311886 | Time: 3857.54 ms
[2022-04-21 03:53:06 main:574] : INFO : Epoch 1734 | loss: 0.031175 | val_loss: 0.0311912 | Time: 3853.8 ms
[2022-04-21 03:53:10 main:574] : INFO : Epoch 1735 | loss: 0.0311744 | val_loss: 0.0311895 | Time: 3905.39 ms
[2022-04-21 03:53:14 main:574] : INFO : Epoch 1736 | loss: 0.0311738 | val_loss: 0.0311877 | Time: 3857.5 ms
[2022-04-21 03:53:18 main:574] : INFO : Epoch 1737 | loss: 0.0311731 | val_loss: 0.0311888 | Time: 3857.99 ms
[2022-04-21 03:53:22 main:574] : INFO : Epoch 1738 | loss: 0.0311728 | val_loss: 0.0311882 | Time: 3873.6 ms
[2022-04-21 03:53:26 main:574] : INFO : Epoch 1739 | loss: 0.0311733 | val_loss: 0.0311899 | Time: 3823.48 ms
[2022-04-21 03:53:30 main:574] : INFO : Epoch 1740 | loss: 0.0311739 | val_loss: 0.0311903 | Time: 3870.95 ms
[2022-04-21 03:53:34 main:574] : INFO : Epoch 1741 | loss: 0.0311761 | val_loss: 0.0311894 | Time: 3900.45 ms
[2022-04-21 03:53:38 main:574] : INFO : Epoch 1742 | loss: 0.031175 | val_loss: 0.0311889 | Time: 3860.96 ms
[2022-04-21 03:53:42 main:574] : INFO : Epoch 1743 | loss: 0.031175 | val_loss: 0.0311882 | Time: 3860.63 ms
[2022-04-21 03:53:46 main:574] : INFO : Epoch 1744 | loss: 0.0311757 | val_loss: 0.0311871 | Time: 3919 ms
[2022-04-21 03:53:50 main:574] : INFO : Epoch 1745 | loss: 0.0311723 | val_loss: 0.0311873 | Time: 3844.9 ms
[2022-04-21 03:53:54 main:574] : INFO : Epoch 1746 | loss: 0.0311726 | val_loss: 0.0311868 | Time: 3871.27 ms
[2022-04-21 03:53:57 main:574] : INFO : Epoch 1747 | loss: 0.0311722 | val_loss: 0.0311882 | Time: 3847.14 ms
[2022-04-21 03:54:01 main:574] : INFO : Epoch 1748 | loss: 0.0311739 | val_loss: 0.0311892 | Time: 3808.14 ms
[2022-04-21 03:54:05 main:574] : INFO : Epoch 1749 | loss: 0.0311739 | val_loss: 0.0311876 | Time: 3805.09 ms
[2022-04-21 03:54:09 main:574] : INFO : Epoch 1750 | loss: 0.0311745 | val_loss: 0.0311929 | Time: 3913.66 ms
[2022-04-21 03:54:13 main:574] : INFO : Epoch 1751 | loss: 0.0311763 | val_loss: 0.0311929 | Time: 3807.02 ms
[2022-04-21 03:54:17 main:574] : INFO : Epoch 1752 | loss: 0.0311744 | val_loss: 0.0311904 | Time: 3907.59 ms
[2022-04-21 03:54:21 main:574] : INFO : Epoch 1753 | loss: 0.0311731 | val_loss: 0.0311889 | Time: 3928.79 ms
[2022-04-21 03:54:25 main:574] : INFO : Epoch 1754 | loss: 0.031173 | val_loss: 0.031188 | Time: 3905.57 ms
[2022-04-21 03:54:29 main:574] : INFO : Epoch 1755 | loss: 0.0311733 | val_loss: 0.0311942 | Time: 3864.63 ms
[2022-04-21 03:54:33 main:574] : INFO : Epoch 1756 | loss: 0.0311756 | val_loss: 0.0311885 | Time: 3852.72 ms
[2022-04-21 03:54:37 main:574] : INFO : Epoch 1757 | loss: 0.0311721 | val_loss: 0.0311889 | Time: 3865.62 ms
[2022-04-21 03:54:41 main:574] : INFO : Epoch 1758 | loss: 0.0311717 | val_loss: 0.0311881 | Time: 3840.9 ms
[2022-04-21 03:54:44 main:574] : INFO : Epoch 1759 | loss: 0.0311731 | val_loss: 0.031195 | Time: 3885.64 ms
[2022-04-21 03:54:48 main:574] : INFO : Epoch 1760 | loss: 0.0311748 | val_loss: 0.0311905 | Time: 3872.54 ms
[2022-04-21 03:54:52 main:574] : INFO : Epoch 1761 | loss: 0.0311727 | val_loss: 0.0311909 | Time: 3890.92 ms
[2022-04-21 03:54:56 main:574] : INFO : Epoch 1762 | loss: 0.0311728 | val_loss: 0.0311905 | Time: 3867.72 ms
[2022-04-21 03:55:00 main:574] : INFO : Epoch 1763 | loss: 0.0311736 | val_loss: 0.0311915 | Time: 3856.85 ms
[2022-04-21 03:55:04 main:574] : INFO : Epoch 1764 | loss: 0.0311753 | val_loss: 0.031193 | Time: 3824.29 ms
[2022-04-21 03:55:08 main:574] : INFO : Epoch 1765 | loss: 0.0311735 | val_loss: 0.0311924 | Time: 3899.36 ms
[2022-04-21 03:55:12 main:574] : INFO : Epoch 1766 | loss: 0.031173 | val_loss: 0.0311923 | Time: 3837.19 ms
[2022-04-21 03:55:16 main:574] : INFO : Epoch 1767 | loss: 0.031174 | val_loss: 0.0311878 | Time: 3841.1 ms
[2022-04-21 03:55:20 main:574] : INFO : Epoch 1768 | loss: 0.0311759 | val_loss: 0.0311884 | Time: 3874.62 ms
[2022-04-21 03:55:24 main:574] : INFO : Epoch 1769 | loss: 0.0311772 | val_loss: 0.0311888 | Time: 3927.62 ms
[2022-04-21 03:55:28 main:574] : INFO : Epoch 1770 | loss: 0.031175 | val_loss: 0.0311877 | Time: 3848.39 ms
[2022-04-21 03:55:32 main:574] : INFO : Epoch 1771 | loss: 0.0311745 | val_loss: 0.0311915 | Time: 3864.5 ms
[2022-04-21 03:55:35 main:574] : INFO : Epoch 1772 | loss: 0.0311731 | val_loss: 0.0311904 | Time: 3862.09 ms
[2022-04-21 03:55:39 main:574] : INFO : Epoch 1773 | loss: 0.0311749 | val_loss: 0.0311894 | Time: 3861.26 ms
[2022-04-21 03:55:43 main:574] : INFO : Epoch 1774 | loss: 0.0311763 | val_loss: 0.0311901 | Time: 3866.91 ms
[2022-04-21 03:55:47 main:574] : INFO : Epoch 1775 | loss: 0.031178 | val_loss: 0.0311897 | Time: 3861.18 ms
[2022-04-21 03:55:51 main:574] : INFO : Epoch 1776 | loss: 0.0311741 | val_loss: 0.0311901 | Time: 3856.92 ms
[2022-04-21 03:55:55 main:574] : INFO : Epoch 1777 | loss: 0.0311731 | val_loss: 0.0311895 | Time: 3871.84 ms
[2022-04-21 03:55:59 main:574] : INFO : Epoch 1778 | loss: 0.0311752 | val_loss: 0.0311896 | Time: 3851.01 ms
[2022-04-21 03:56:03 main:574] : INFO : Epoch 1779 | loss: 0.0311746 | val_loss: 0.03119 | Time: 3884.72 ms
[2022-04-21 03:56:07 main:574] : INFO : Epoch 1780 | loss: 0.0311755 | val_loss: 0.0311899 | Time: 3972.87 ms
[2022-04-21 03:56:11 main:574] : INFO : Epoch 1781 | loss: 0.0311749 | val_loss: 0.0311922 | Time: 3881.71 ms
[2022-04-21 03:56:15 main:574] : INFO : Epoch 1782 | loss: 0.0311739 | val_loss: 0.0311881 | Time: 3852.64 ms
[2022-04-21 03:56:19 main:574] : INFO : Epoch 1783 | loss: 0.0311736 | val_loss: 0.0311931 | Time: 3861 ms
[2022-04-21 03:56:23 main:574] : INFO : Epoch 1784 | loss: 0.0311749 | val_loss: 0.0311907 | Time: 3862.22 ms
[2022-04-21 03:56:26 main:574] : INFO : Epoch 1785 | loss: 0.031173 | val_loss: 0.0311915 | Time: 3863.23 ms
[2022-04-21 03:56:30 main:574] : INFO : Epoch 1786 | loss: 0.0311726 | val_loss: 0.0311928 | Time: 3855.13 ms
[2022-04-21 03:56:34 main:574] : INFO : Epoch 1787 | loss: 0.0311794 | val_loss: 0.0312023 | Time: 3873.35 ms
[2022-04-21 03:56:38 main:574] : INFO : Epoch 1788 | loss: 0.0311803 | val_loss: 0.0311934 | Time: 3902.36 ms
[2022-04-21 03:56:42 main:574] : INFO : Epoch 1789 | loss: 0.0311818 | val_loss: 0.0311971 | Time: 3907.7 ms
[2022-04-21 03:56:46 main:574] : INFO : Epoch 1790 | loss: 0.0312153 | val_loss: 0.0312438 | Time: 3802.8 ms
[2022-04-21 03:56:50 main:574] : INFO : Epoch 1791 | loss: 0.038556 | val_loss: 0.0484926 | Time: 3842.93 ms
[2022-04-21 03:56:54 main:574] : INFO : Epoch 1792 | loss: 0.0344791 | val_loss: 0.0314828 | Time: 3906.28 ms
[2022-04-21 03:56:58 main:574] : INFO : Epoch 1793 | loss: 0.0315235 | val_loss: 0.0313538 | Time: 3850.99 ms
[2022-04-21 03:57:02 main:574] : INFO : Epoch 1794 | loss: 0.0312735 | val_loss: 0.0312447 | Time: 3855.44 ms
[2022-04-21 03:57:06 main:574] : INFO : Epoch 1795 | loss: 0.0312199 | val_loss: 0.0312125 | Time: 3883.96 ms
[2022-04-21 03:57:10 main:574] : INFO : Epoch 1796 | loss: 0.0311982 | val_loss: 0.0312011 | Time: 3860.23 ms
[2022-04-21 03:57:13 main:574] : INFO : Epoch 1797 | loss: 0.0311913 | val_loss: 0.0311966 | Time: 3851.95 ms
[2022-04-21 03:57:17 main:574] : INFO : Epoch 1798 | loss: 0.0311863 | val_loss: 0.0311953 | Time: 3865.24 ms
[2022-04-21 03:57:21 main:574] : INFO : Epoch 1799 | loss: 0.0311843 | val_loss: 0.0311938 | Time: 3855.71 ms
[2022-04-21 03:57:25 main:574] : INFO : Epoch 1800 | loss: 0.0311828 | val_loss: 0.0311916 | Time: 3884.15 ms
[2022-04-21 03:57:29 main:574] : INFO : Epoch 1801 | loss: 0.0311826 | val_loss: 0.0311919 | Time: 3888.89 ms
[2022-04-21 03:57:33 main:574] : INFO : Epoch 1802 | loss: 0.0311814 | val_loss: 0.0311907 | Time: 3866.82 ms
[2022-04-21 03:57:37 main:574] : INFO : Epoch 1803 | loss: 0.0311795 | val_loss: 0.0311902 | Time: 3860.88 ms
[2022-04-21 03:57:41 main:574] : INFO : Epoch 1804 | loss: 0.0311801 | val_loss: 0.0311906 | Time: 3867.98 ms
[2022-04-21 03:57:45 main:574] : INFO : Epoch 1805 | loss: 0.0311798 | val_loss: 0.0311929 | Time: 3856.55 ms
[2022-04-21 03:57:49 main:574] : INFO : Epoch 1806 | loss: 0.0311808 | val_loss: 0.0311909 | Time: 3858.03 ms
[2022-04-21 03:57:53 main:574] : INFO : Epoch 1807 | loss: 0.031178 | val_loss: 0.03119 | Time: 3868.99 ms
[2022-04-21 03:57:57 main:574] : INFO : Epoch 1808 | loss: 0.0311769 | val_loss: 0.0311914 | Time: 3858.53 ms
[2022-04-21 03:58:00 main:574] : INFO : Epoch 1809 | loss: 0.0311761 | val_loss: 0.0311896 | Time: 3853.89 ms
[2022-04-21 03:58:04 main:574] : INFO : Epoch 1810 | loss: 0.0311754 | val_loss: 0.0311899 | Time: 3840.41 ms
[2022-04-21 03:58:08 main:574] : INFO : Epoch 1811 | loss: 0.0311772 | val_loss: 0.0311872 | Time: 3855.44 ms
[2022-04-21 03:58:12 main:574] : INFO : Epoch 1812 | loss: 0.0311776 | val_loss: 0.0311892 | Time: 3875.63 ms
[2022-04-21 03:58:16 main:574] : INFO : Epoch 1813 | loss: 0.0311771 | val_loss: 0.0311902 | Time: 3862.11 ms
[2022-04-21 03:58:20 main:574] : INFO : Epoch 1814 | loss: 0.0311783 | val_loss: 0.0311912 | Time: 3877.58 ms
[2022-04-21 03:58:24 main:574] : INFO : Epoch 1815 | loss: 0.0311759 | val_loss: 0.0311881 | Time: 3858.98 ms
[2022-04-21 03:58:28 main:574] : INFO : Epoch 1816 | loss: 0.0311752 | val_loss: 0.0311886 | Time: 3940.39 ms
[2022-04-21 03:58:32 main:574] : INFO : Epoch 1817 | loss: 0.0311745 | val_loss: 0.0311893 | Time: 4312.85 ms
[2022-04-21 03:58:36 main:574] : INFO : Epoch 1818 | loss: 0.0311741 | val_loss: 0.0311889 | Time: 3852.75 ms
[2022-04-21 03:58:40 main:574] : INFO : Epoch 1819 | loss: 0.0311735 | val_loss: 0.0311898 | Time: 3857.91 ms
[2022-04-21 03:58:44 main:574] : INFO : Epoch 1820 | loss: 0.0311737 | val_loss: 0.0311875 | Time: 3857.56 ms
[2022-04-21 03:58:48 main:574] : INFO : Epoch 1821 | loss: 0.0311741 | val_loss: 0.0311888 | Time: 3874.75 ms
[2022-04-21 03:58:52 main:574] : INFO : Epoch 1822 | loss: 0.0311748 | val_loss: 0.0311892 | Time: 3803.89 ms
[2022-04-21 03:58:56 main:574] : INFO : Epoch 1823 | loss: 0.0311738 | val_loss: 0.0311907 | Time: 3887.8 ms
[2022-04-21 03:59:00 main:574] : INFO : Epoch 1824 | loss: 0.0311732 | val_loss: 0.0311915 | Time: 3784.04 ms
[2022-04-21 03:59:04 main:574] : INFO : Epoch 1825 | loss: 0.0311725 | val_loss: 0.0311903 | Time: 3879.06 ms
[2022-04-21 03:59:08 main:574] : INFO : Epoch 1826 | loss: 0.0311724 | val_loss: 0.0311905 | Time: 3894.73 ms
[2022-04-21 03:59:11 main:574] : INFO : Epoch 1827 | loss: 0.0311732 | val_loss: 0.0311929 | Time: 3899.45 ms
[2022-04-21 03:59:15 main:574] : INFO : Epoch 1828 | loss: 0.0311731 | val_loss: 0.0311935 | Time: 3849.07 ms
[2022-04-21 03:59:19 main:574] : INFO : Epoch 1829 | loss: 0.0311746 | val_loss: 0.0311953 | Time: 3845 ms
[2022-04-21 03:59:23 main:574] : INFO : Epoch 1830 | loss: 0.0311757 | val_loss: 0.0311936 | Time: 3814.34 ms
[2022-04-21 03:59:27 main:574] : INFO : Epoch 1831 | loss: 0.0311756 | val_loss: 0.0311939 | Time: 3859.22 ms
[2022-04-21 03:59:31 main:574] : INFO : Epoch 1832 | loss: 0.0311743 | val_loss: 0.0311933 | Time: 3894.02 ms
[2022-04-21 03:59:35 main:574] : INFO : Epoch 1833 | loss: 0.0311745 | val_loss: 0.0311922 | Time: 3878.99 ms
[2022-04-21 03:59:39 main:574] : INFO : Epoch 1834 | loss: 0.0311751 | val_loss: 0.0311901 | Time: 3857.73 ms
[2022-04-21 03:59:43 main:574] : INFO : Epoch 1835 | loss: 0.0311755 | val_loss: 0.0311904 | Time: 3866.92 ms
[2022-04-21 03:59:47 main:574] : INFO : Epoch 1836 | loss: 0.0311744 | val_loss: 0.0311926 | Time: 3884.89 ms
[2022-04-21 03:59:51 main:574] : INFO : Epoch 1837 | loss: 0.0311758 | val_loss: 0.0311902 | Time: 3918.7 ms
[2022-04-21 04:00:05 main:574] : INFO : Epoch 1838 | loss: 0.0311752 | val_loss: 0.0311935 | Time: 13896.3 ms
[2022-04-21 04:00:09 main:574] : INFO : Epoch 1839 | loss: 0.0311768 | val_loss: 0.0311948 | Time: 3870.6 ms
[2022-04-21 04:00:12 main:574] : INFO : Epoch 1840 | loss: 0.0311786 | val_loss: 0.0311922 | Time: 3860.52 ms
[2022-04-21 04:00:16 main:574] : INFO : Epoch 1841 | loss: 0.0311777 | val_loss: 0.0311893 | Time: 3852.92 ms
[2022-04-21 04:00:20 main:574] : INFO : Epoch 1842 | loss: 0.0311763 | val_loss: 0.03119 | Time: 3897.1 ms
[2022-04-21 04:00:24 main:574] : INFO : Epoch 1843 | loss: 0.031176 | val_loss: 0.0311887 | Time: 3854.06 ms
[2022-04-21 04:00:28 main:574] : INFO : Epoch 1844 | loss: 0.0311756 | val_loss: 0.0311891 | Time: 3862.72 ms
[2022-04-21 04:00:32 main:574] : INFO : Epoch 1845 | loss: 0.0311751 | val_loss: 0.0311877 | Time: 3922.71 ms
[2022-04-21 04:00:36 main:574] : INFO : Epoch 1846 | loss: 0.0311764 | val_loss: 0.0311957 | Time: 3788.33 ms
[2022-04-21 04:00:40 main:574] : INFO : Epoch 1847 | loss: 0.0311746 | val_loss: 0.0311889 | Time: 3882.92 ms
[2022-04-21 04:00:44 main:574] : INFO : Epoch 1848 | loss: 0.0311736 | val_loss: 0.0311875 | Time: 3878.08 ms
[2022-04-21 04:00:48 main:574] : INFO : Epoch 1849 | loss: 0.0311736 | val_loss: 0.0311886 | Time: 3893 ms
[2022-04-21 04:00:52 main:574] : INFO : Epoch 1850 | loss: 0.0311729 | val_loss: 0.0311902 | Time: 3848.27 ms
[2022-04-21 04:00:56 main:574] : INFO : Epoch 1851 | loss: 0.0311741 | val_loss: 0.0311905 | Time: 3891.75 ms
[2022-04-21 04:01:00 main:574] : INFO : Epoch 1852 | loss: 0.0311742 | val_loss: 0.0311915 | Time: 3902.38 ms
[2022-04-21 04:01:04 main:574] : INFO : Epoch 1853 | loss: 0.031175 | val_loss: 0.031191 | Time: 3822.88 ms
[2022-04-21 04:01:07 main:574] : INFO : Epoch 1854 | loss: 0.0311725 | val_loss: 0.0311906 | Time: 3874 ms
[2022-04-21 04:01:11 main:574] : INFO : Epoch 1855 | loss: 0.0311717 | val_loss: 0.0311928 | Time: 3858.41 ms
[2022-04-21 04:01:15 main:574] : INFO : Epoch 1856 | loss: 0.0311732 | val_loss: 0.031191 | Time: 3867.79 ms
[2022-04-21 04:01:19 main:574] : INFO : Epoch 1857 | loss: 0.0311726 | val_loss: 0.0311908 | Time: 3897.32 ms
[2022-04-21 04:01:23 main:574] : INFO : Epoch 1858 | loss: 0.031172 | val_loss: 0.0311896 | Time: 4023.6 ms
[2022-04-21 04:01:27 main:574] : INFO : Epoch 1859 | loss: 0.0311733 | val_loss: 0.0311905 | Time: 3853.97 ms
[2022-04-21 04:01:31 main:574] : INFO : Epoch 1860 | loss: 0.031173 | val_loss: 0.0311903 | Time: 3864.91 ms
[2022-04-21 04:01:35 main:574] : INFO : Epoch 1861 | loss: 0.0311733 | val_loss: 0.0311893 | Time: 3854.42 ms
[2022-04-21 04:01:39 main:574] : INFO : Epoch 1862 | loss: 0.0311725 | val_loss: 0.0311885 | Time: 3867.16 ms
[2022-04-21 04:01:43 main:574] : INFO : Epoch 1863 | loss: 0.031172 | val_loss: 0.0311892 | Time: 3893.09 ms
[2022-04-21 04:01:47 main:574] : INFO : Epoch 1864 | loss: 0.0311705 | val_loss: 0.0311885 | Time: 3843.47 ms
[2022-04-21 04:01:51 main:574] : INFO : Epoch 1865 | loss: 0.031171 | val_loss: 0.0311885 | Time: 3879.73 ms
[2022-04-21 04:01:55 main:574] : INFO : Epoch 1866 | loss: 0.0311722 | val_loss: 0.0311884 | Time: 3869.27 ms
[2022-04-21 04:01:59 main:574] : INFO : Epoch 1867 | loss: 0.0311733 | val_loss: 0.031191 | Time: 3841.34 ms
[2022-04-21 04:02:02 main:574] : INFO : Epoch 1868 | loss: 0.0311763 | val_loss: 0.0311916 | Time: 3868.87 ms
[2022-04-21 04:02:06 main:574] : INFO : Epoch 1869 | loss: 0.0311742 | val_loss: 0.0311922 | Time: 3871.5 ms
[2022-04-21 04:02:10 main:574] : INFO : Epoch 1870 | loss: 0.0311753 | val_loss: 0.03119 | Time: 3881.29 ms
[2022-04-21 04:02:14 main:574] : INFO : Epoch 1871 | loss: 0.0311724 | val_loss: 0.0311912 | Time: 3858.19 ms
[2022-04-21 04:02:18 main:574] : INFO : Epoch 1872 | loss: 0.0311747 | val_loss: 0.031193 | Time: 3865.96 ms
[2022-04-21 04:02:22 main:574] : INFO : Epoch 1873 | loss: 0.0311727 | val_loss: 0.0311896 | Time: 3869.48 ms
[2022-04-21 04:02:26 main:574] : INFO : Epoch 1874 | loss: 0.0311718 | val_loss: 0.0311902 | Time: 3861.47 ms
[2022-04-21 04:02:30 main:574] : INFO : Epoch 1875 | loss: 0.0311728 | val_loss: 0.0311891 | Time: 3858.33 ms
[2022-04-21 04:02:34 main:574] : INFO : Epoch 1876 | loss: 0.0311734 | val_loss: 0.0311899 | Time: 3872.01 ms
[2022-04-21 04:02:38 main:574] : INFO : Epoch 1877 | loss: 0.0311723 | val_loss: 0.0311896 | Time: 3892.52 ms
[2022-04-21 04:02:42 main:574] : INFO : Epoch 1878 | loss: 0.0311713 | val_loss: 0.0311908 | Time: 3831.59 ms
[2022-04-21 04:02:46 main:574] : INFO : Epoch 1879 | loss: 0.0311716 | val_loss: 0.0311905 | Time: 3900.19 ms
[2022-04-21 04:02:50 main:574] : INFO : Epoch 1880 | loss: 0.0311723 | val_loss: 0.0311932 | Time: 3939.41 ms
[2022-04-21 04:02:54 main:574] : INFO : Epoch 1881 | loss: 0.0311714 | val_loss: 0.0311887 | Time: 3872.85 ms
[2022-04-21 04:02:57 main:574] : INFO : Epoch 1882 | loss: 0.0311709 | val_loss: 0.0311887 | Time: 3896.67 ms
[2022-04-21 04:03:01 main:574] : INFO : Epoch 1883 | loss: 0.0311714 | val_loss: 0.0311911 | Time: 3847.58 ms
[2022-04-21 04:03:05 main:574] : INFO : Epoch 1884 | loss: 0.0311756 | val_loss: 0.0311883 | Time: 3859.46 ms
[2022-04-21 04:03:09 main:574] : INFO : Epoch 1885 | loss: 0.0311753 | val_loss: 0.0311875 | Time: 3872.89 ms
[2022-04-21 04:03:13 main:574] : INFO : Epoch 1886 | loss: 0.0311739 | val_loss: 0.0311882 | Time: 3876.45 ms
[2022-04-21 04:03:17 main:574] : INFO : Epoch 1887 | loss: 0.0311723 | val_loss: 0.0311876 | Time: 3896.54 ms
[2022-04-21 04:03:21 main:574] : INFO : Epoch 1888 | loss: 0.0311737 | val_loss: 0.031189 | Time: 3886.07 ms
[2022-04-21 04:03:25 main:574] : INFO : Epoch 1889 | loss: 0.0311728 | val_loss: 0.0311865 | Time: 3919.21 ms
[2022-04-21 04:03:29 main:574] : INFO : Epoch 1890 | loss: 0.0311704 | val_loss: 0.0311882 | Time: 3861.49 ms
[2022-04-21 04:03:33 main:574] : INFO : Epoch 1891 | loss: 0.0311703 | val_loss: 0.0311876 | Time: 3828.26 ms
[2022-04-21 04:03:37 main:574] : INFO : Epoch 1892 | loss: 0.0311703 | val_loss: 0.0311919 | Time: 3861.41 ms
[2022-04-21 04:03:41 main:574] : INFO : Epoch 1893 | loss: 0.0311703 | val_loss: 0.0311894 | Time: 3869.7 ms
[2022-04-21 04:03:45 main:574] : INFO : Epoch 1894 | loss: 0.0311716 | val_loss: 0.0311867 | Time: 3865.05 ms
[2022-04-21 04:03:49 main:574] : INFO : Epoch 1895 | loss: 0.0311716 | val_loss: 0.0311897 | Time: 3858.45 ms
[2022-04-21 04:03:52 main:574] : INFO : Epoch 1896 | loss: 0.0311697 | val_loss: 0.031187 | Time: 3861.58 ms
[2022-04-21 04:03:56 main:574] : INFO : Epoch 1897 | loss: 0.0311694 | val_loss: 0.031187 | Time: 3867.11 ms
[2022-04-21 04:04:00 main:574] : INFO : Epoch 1898 | loss: 0.0311693 | val_loss: 0.0311866 | Time: 3867.39 ms
[2022-04-21 04:04:04 main:574] : INFO : Epoch 1899 | loss: 0.0311692 | val_loss: 0.0311866 | Time: 3820.18 ms
[2022-04-21 04:04:08 main:574] : INFO : Epoch 1900 | loss: 0.0311687 | val_loss: 0.0311886 | Time: 3871.14 ms
[2022-04-21 04:04:12 main:574] : INFO : Epoch 1901 | loss: 0.0311689 | val_loss: 0.031192 | Time: 3936.33 ms
[2022-04-21 04:04:16 main:574] : INFO : Epoch 1902 | loss: 0.0311694 | val_loss: 0.0311882 | Time: 3870.58 ms
[2022-04-21 04:04:20 main:574] : INFO : Epoch 1903 | loss: 0.0311694 | val_loss: 0.0311883 | Time: 3884.48 ms
[2022-04-21 04:04:24 main:574] : INFO : Epoch 1904 | loss: 0.0311682 | val_loss: 0.0311891 | Time: 3862.55 ms
[2022-04-21 04:04:28 main:574] : INFO : Epoch 1905 | loss: 0.0311676 | val_loss: 0.0311889 | Time: 3870.89 ms
[2022-04-21 04:04:32 main:574] : INFO : Epoch 1906 | loss: 0.0311673 | val_loss: 0.0311905 | Time: 3856.9 ms
[2022-04-21 04:04:36 main:574] : INFO : Epoch 1907 | loss: 0.0311663 | val_loss: 0.0311898 | Time: 3877.94 ms
[2022-04-21 04:04:40 main:574] : INFO : Epoch 1908 | loss: 0.0311665 | val_loss: 0.0311895 | Time: 3862.92 ms
[2022-04-21 04:04:43 main:574] : INFO : Epoch 1909 | loss: 0.0311666 | val_loss: 0.0311897 | Time: 3812.98 ms
[2022-04-21 04:04:47 main:574] : INFO : Epoch 1910 | loss: 0.031167 | val_loss: 0.0311896 | Time: 3883.09 ms
[2022-04-21 04:04:51 main:574] : INFO : Epoch 1911 | loss: 0.0311679 | val_loss: 0.0311912 | Time: 3857.2 ms
[2022-04-21 04:04:55 main:574] : INFO : Epoch 1912 | loss: 0.0311677 | val_loss: 0.0311902 | Time: 3799.79 ms
[2022-04-21 04:04:59 main:574] : INFO : Epoch 1913 | loss: 0.0311695 | val_loss: 0.0311933 | Time: 3919.58 ms
[2022-04-21 04:05:03 main:574] : INFO : Epoch 1914 | loss: 0.0311689 | val_loss: 0.031192 | Time: 3877.47 ms
[2022-04-21 04:05:07 main:574] : INFO : Epoch 1915 | loss: 0.0311682 | val_loss: 0.0311891 | Time: 3860.21 ms
[2022-04-21 04:05:11 main:574] : INFO : Epoch 1916 | loss: 0.0311699 | val_loss: 0.0311923 | Time: 3862.8 ms
[2022-04-21 04:05:15 main:574] : INFO : Epoch 1917 | loss: 0.0311695 | val_loss: 0.0311935 | Time: 3786.32 ms
[2022-04-21 04:05:19 main:574] : INFO : Epoch 1918 | loss: 0.0311715 | val_loss: 0.0311895 | Time: 3907.23 ms
[2022-04-21 04:05:23 main:574] : INFO : Epoch 1919 | loss: 0.0311707 | val_loss: 0.0311957 | Time: 3858.8 ms
[2022-04-21 04:05:27 main:574] : INFO : Epoch 1920 | loss: 0.0311715 | val_loss: 0.0311895 | Time: 3902.79 ms
[2022-04-21 04:05:30 main:574] : INFO : Epoch 1921 | loss: 0.0311691 | val_loss: 0.0311883 | Time: 3905.08 ms
[2022-04-21 04:05:34 main:574] : INFO : Epoch 1922 | loss: 0.0311692 | val_loss: 0.0311906 | Time: 3836.4 ms
[2022-04-21 04:05:38 main:574] : INFO : Epoch 1923 | loss: 0.0311687 | val_loss: 0.0311872 | Time: 3878.47 ms
[2022-04-21 04:05:42 main:574] : INFO : Epoch 1924 | loss: 0.0311683 | val_loss: 0.0311903 | Time: 3893.33 ms
[2022-04-21 04:05:46 main:574] : INFO : Epoch 1925 | loss: 0.0311679 | val_loss: 0.0311868 | Time: 3917.5 ms
[2022-04-21 04:05:50 main:574] : INFO : Epoch 1926 | loss: 0.0311691 | val_loss: 0.031192 | Time: 3860.43 ms
[2022-04-21 04:05:54 main:574] : INFO : Epoch 1927 | loss: 0.0311745 | val_loss: 0.0311874 | Time: 3887.23 ms
[2022-04-21 04:05:58 main:574] : INFO : Epoch 1928 | loss: 0.0311732 | val_loss: 0.0311859 | Time: 3858.2 ms
[2022-04-21 04:06:02 main:574] : INFO : Epoch 1929 | loss: 0.031173 | val_loss: 0.0311885 | Time: 3875.3 ms
[2022-04-21 04:06:06 main:574] : INFO : Epoch 1930 | loss: 0.0311715 | val_loss: 0.0311866 | Time: 3926.21 ms
[2022-04-21 04:06:10 main:574] : INFO : Epoch 1931 | loss: 0.0311716 | val_loss: 0.0311883 | Time: 3890.06 ms
[2022-04-21 04:06:14 main:574] : INFO : Epoch 1932 | loss: 0.0311711 | val_loss: 0.0311847 | Time: 3899.97 ms
[2022-04-21 04:06:18 main:574] : INFO : Epoch 1933 | loss: 0.0311709 | val_loss: 0.0311912 | Time: 3872.05 ms
[2022-04-21 04:06:22 main:574] : INFO : Epoch 1934 | loss: 0.0311722 | val_loss: 0.0311879 | Time: 3878.69 ms
[2022-04-21 04:06:26 main:574] : INFO : Epoch 1935 | loss: 0.0311694 | val_loss: 0.0311886 | Time: 3875.39 ms
[2022-04-21 04:06:29 main:574] : INFO : Epoch 1936 | loss: 0.0311698 | val_loss: 0.0311905 | Time: 3806.49 ms
[2022-04-21 04:06:33 main:574] : INFO : Epoch 1937 | loss: 0.0311687 | val_loss: 0.0311928 | Time: 3921.18 ms
[2022-04-21 04:06:37 main:574] : INFO : Epoch 1938 | loss: 0.0311693 | val_loss: 0.0311911 | Time: 3831.29 ms
[2022-04-21 04:06:41 main:574] : INFO : Epoch 1939 | loss: 0.0311683 | val_loss: 0.0311868 | Time: 3914.72 ms
[2022-04-21 04:06:45 main:574] : INFO : Epoch 1940 | loss: 0.0311679 | val_loss: 0.0311898 | Time: 3859.29 ms
[2022-04-21 04:06:49 main:574] : INFO : Epoch 1941 | loss: 0.0311678 | val_loss: 0.0311928 | Time: 3855.25 ms
[2022-04-21 04:06:53 main:574] : INFO : Epoch 1942 | loss: 0.0311685 | val_loss: 0.0311897 | Time: 3868.87 ms
[2022-04-21 04:06:57 main:574] : INFO : Epoch 1943 | loss: 0.0311675 | val_loss: 0.0311884 | Time: 3895.47 ms
[2022-04-21 04:07:01 main:574] : INFO : Epoch 1944 | loss: 0.0311679 | val_loss: 0.0311912 | Time: 3894.75 ms
[2022-04-21 04:07:05 main:574] : INFO : Epoch 1945 | loss: 0.0311693 | val_loss: 0.0311919 | Time: 3873.73 ms
[2022-04-21 04:07:09 main:574] : INFO : Epoch 1946 | loss: 0.0311704 | val_loss: 0.0311922 | Time: 3867.24 ms
[2022-04-21 04:07:13 main:574] : INFO : Epoch 1947 | loss: 0.0311727 | val_loss: 0.031187 | Time: 3893.86 ms
[2022-04-21 04:07:17 main:574] : INFO : Epoch 1948 | loss: 0.0311715 | val_loss: 0.0311867 | Time: 3855.75 ms
[2022-04-21 04:07:21 main:574] : INFO : Epoch 1949 | loss: 0.0311707 | val_loss: 0.0311869 | Time: 3873.56 ms
[2022-04-21 04:07:24 main:574] : INFO : Epoch 1950 | loss: 0.0311715 | val_loss: 0.0311981 | Time: 3867.86 ms
[2022-04-21 04:07:28 main:574] : INFO : Epoch 1951 | loss: 0.0311737 | val_loss: 0.0311918 | Time: 3854.13 ms
[2022-04-21 04:07:32 main:574] : INFO : Epoch 1952 | loss: 0.0311709 | val_loss: 0.0311924 | Time: 3866.02 ms
[2022-04-21 04:07:36 main:574] : INFO : Epoch 1953 | loss: 0.0311722 | val_loss: 0.0311896 | Time: 3855.11 ms
[2022-04-21 04:07:40 main:574] : INFO : Epoch 1954 | loss: 0.0311702 | val_loss: 0.0311857 | Time: 3890.26 ms
[2022-04-21 04:07:44 main:574] : INFO : Epoch 1955 | loss: 0.0311687 | val_loss: 0.0311863 | Time: 3856.31 ms
[2022-04-21 04:07:48 main:574] : INFO : Epoch 1956 | loss: 0.0311684 | val_loss: 0.0311862 | Time: 3891.97 ms
[2022-04-21 04:07:52 main:574] : INFO : Epoch 1957 | loss: 0.0311684 | val_loss: 0.0311879 | Time: 3852.58 ms
[2022-04-21 04:07:56 main:574] : INFO : Epoch 1958 | loss: 0.0311681 | val_loss: 0.0311877 | Time: 3866.41 ms
[2022-04-21 04:08:00 main:574] : INFO : Epoch 1959 | loss: 0.0311677 | val_loss: 0.0311907 | Time: 3963.56 ms
[2022-04-21 04:08:04 main:574] : INFO : Epoch 1960 | loss: 0.031169 | val_loss: 0.0311878 | Time: 3833.99 ms
[2022-04-21 04:08:08 main:574] : INFO : Epoch 1961 | loss: 0.031169 | val_loss: 0.0311877 | Time: 3906.34 ms
[2022-04-21 04:08:12 main:574] : INFO : Epoch 1962 | loss: 0.0311679 | val_loss: 0.0311884 | Time: 3875.86 ms
[2022-04-21 04:08:16 main:574] : INFO : Epoch 1963 | loss: 0.031168 | val_loss: 0.0311885 | Time: 3859.68 ms
[2022-04-21 04:08:19 main:574] : INFO : Epoch 1964 | loss: 0.0311671 | val_loss: 0.0311877 | Time: 3874.43 ms
[2022-04-21 04:08:23 main:574] : INFO : Epoch 1965 | loss: 0.0311682 | val_loss: 0.0311876 | Time: 3880.19 ms
[2022-04-21 04:08:27 main:574] : INFO : Epoch 1966 | loss: 0.0311666 | val_loss: 0.0311893 | Time: 3930.34 ms
[2022-04-21 04:08:31 main:574] : INFO : Epoch 1967 | loss: 0.0311681 | val_loss: 0.0311934 | Time: 3881.72 ms
[2022-04-21 04:08:35 main:574] : INFO : Epoch 1968 | loss: 0.0311681 | val_loss: 0.0311896 | Time: 3860.97 ms
[2022-04-21 04:08:39 main:574] : INFO : Epoch 1969 | loss: 0.0311666 | val_loss: 0.0311908 | Time: 3855.88 ms
[2022-04-21 04:08:43 main:574] : INFO : Epoch 1970 | loss: 0.0311658 | val_loss: 0.0311939 | Time: 3909.55 ms
[2022-04-21 04:08:47 main:574] : INFO : Epoch 1971 | loss: 0.0311661 | val_loss: 0.0311886 | Time: 3826.73 ms
[2022-04-21 04:08:51 main:574] : INFO : Epoch 1972 | loss: 0.0311657 | val_loss: 0.0311904 | Time: 3873.35 ms
[2022-04-21 04:08:55 main:574] : INFO : Epoch 1973 | loss: 0.0311669 | val_loss: 0.0311887 | Time: 3869.52 ms
[2022-04-21 04:08:59 main:574] : INFO : Epoch 1974 | loss: 0.0311677 | val_loss: 0.0311922 | Time: 3851.63 ms
[2022-04-21 04:09:03 main:574] : INFO : Epoch 1975 | loss: 0.0311669 | val_loss: 0.0311926 | Time: 4055.08 ms
[2022-04-21 04:09:07 main:574] : INFO : Epoch 1976 | loss: 0.0311795 | val_loss: 0.0311945 | Time: 3867.26 ms
[2022-04-21 04:09:11 main:574] : INFO : Epoch 1977 | loss: 0.0311824 | val_loss: 0.0311923 | Time: 3864.88 ms
[2022-04-21 04:09:15 main:574] : INFO : Epoch 1978 | loss: 0.0311837 | val_loss: 0.0311894 | Time: 3901.99 ms
[2022-04-21 04:09:19 main:574] : INFO : Epoch 1979 | loss: 0.0311885 | val_loss: 0.0311961 | Time: 3818.86 ms
[2022-04-21 04:09:23 main:574] : INFO : Epoch 1980 | loss: 0.0311928 | val_loss: 0.0311947 | Time: 3901.7 ms
[2022-04-21 04:09:26 main:574] : INFO : Epoch 1981 | loss: 0.0311905 | val_loss: 0.0311973 | Time: 3868.65 ms
[2022-04-21 04:09:30 main:574] : INFO : Epoch 1982 | loss: 0.0311917 | val_loss: 0.0311903 | Time: 3887.94 ms
[2022-04-21 04:09:34 main:574] : INFO : Epoch 1983 | loss: 0.0311873 | val_loss: 0.0311909 | Time: 3893.83 ms
[2022-04-21 04:09:38 main:574] : INFO : Epoch 1984 | loss: 0.0311868 | val_loss: 0.0312039 | Time: 3874.54 ms
[2022-04-21 04:09:42 main:574] : INFO : Epoch 1985 | loss: 0.031191 | val_loss: 0.0311938 | Time: 3833.54 ms
[2022-04-21 04:09:46 main:574] : INFO : Epoch 1986 | loss: 0.0311838 | val_loss: 0.031194 | Time: 3896.46 ms
[2022-04-21 04:09:50 main:574] : INFO : Epoch 1987 | loss: 0.031183 | val_loss: 0.0311892 | Time: 3875.77 ms
[2022-04-21 04:09:54 main:574] : INFO : Epoch 1988 | loss: 0.0311811 | val_loss: 0.0311896 | Time: 3890 ms
[2022-04-21 04:09:58 main:574] : INFO : Epoch 1989 | loss: 0.0311832 | val_loss: 0.0311917 | Time: 3779.45 ms
[2022-04-21 04:10:02 main:574] : INFO : Epoch 1990 | loss: 0.0311849 | val_loss: 0.0311912 | Time: 3893.39 ms
[2022-04-21 04:10:06 main:574] : INFO : Epoch 1991 | loss: 0.0311812 | val_loss: 0.0311904 | Time: 3888.93 ms
[2022-04-21 04:10:10 main:574] : INFO : Epoch 1992 | loss: 0.0311822 | val_loss: 0.0311928 | Time: 3864.09 ms
[2022-04-21 04:10:13 main:574] : INFO : Epoch 1993 | loss: 0.03118 | val_loss: 0.0311897 | Time: 3826.69 ms
[2022-04-21 04:10:17 main:574] : INFO : Epoch 1994 | loss: 0.0311796 | val_loss: 0.0311921 | Time: 3886.82 ms
[2022-04-21 04:10:21 main:574] : INFO : Epoch 1995 | loss: 0.0311798 | val_loss: 0.0311903 | Time: 3860.9 ms
[2022-04-21 04:10:25 main:574] : INFO : Epoch 1996 | loss: 0.031179 | val_loss: 0.0311906 | Time: 3850.94 ms
[2022-04-21 04:10:29 main:574] : INFO : Epoch 1997 | loss: 0.0311795 | val_loss: 0.0312003 | Time: 3896.54 ms
[2022-04-21 04:10:33 main:574] : INFO : Epoch 1998 | loss: 0.0311825 | val_loss: 0.0312002 | Time: 3788.44 ms
[2022-04-21 04:10:37 main:574] : INFO : Epoch 1999 | loss: 0.0311825 | val_loss: 0.0311901 | Time: 3847.8 ms
[2022-04-21 04:10:41 main:574] : INFO : Epoch 2000 | loss: 0.0311802 | val_loss: 0.0311902 | Time: 3858.19 ms
[2022-04-21 04:10:45 main:574] : INFO : Epoch 2001 | loss: 0.031181 | val_loss: 0.0311921 | Time: 3879.88 ms
[2022-04-21 04:10:49 main:574] : INFO : Epoch 2002 | loss: 0.0311804 | val_loss: 0.031193 | Time: 3864.75 ms
[2022-04-21 04:10:53 main:574] : INFO : Epoch 2003 | loss: 0.0311787 | val_loss: 0.0311914 | Time: 3867.44 ms
[2022-04-21 04:10:57 main:574] : INFO : Epoch 2004 | loss: 0.0311769 | val_loss: 0.0311913 | Time: 3907.29 ms
[2022-04-21 04:11:01 main:574] : INFO : Epoch 2005 | loss: 0.031178 | val_loss: 0.0311923 | Time: 3912.62 ms
[2022-04-21 04:11:04 main:574] : INFO : Epoch 2006 | loss: 0.0311776 | val_loss: 0.0311934 | Time: 3842.13 ms
[2022-04-21 04:11:08 main:574] : INFO : Epoch 2007 | loss: 0.0311781 | val_loss: 0.0311917 | Time: 3875.82 ms
[2022-04-21 04:11:12 main:574] : INFO : Epoch 2008 | loss: 0.0311766 | val_loss: 0.0311908 | Time: 3862.78 ms
[2022-04-21 04:11:16 main:574] : INFO : Epoch 2009 | loss: 0.0311775 | val_loss: 0.0311942 | Time: 3840.66 ms
[2022-04-21 04:11:20 main:574] : INFO : Epoch 2010 | loss: 0.0311769 | val_loss: 0.0311912 | Time: 3944.44 ms
[2022-04-21 04:11:24 main:574] : INFO : Epoch 2011 | loss: 0.0311778 | val_loss: 0.0311954 | Time: 3865.72 ms
[2022-04-21 04:11:28 main:574] : INFO : Epoch 2012 | loss: 0.0311786 | val_loss: 0.0311914 | Time: 3864.1 ms
[2022-04-21 04:11:32 main:574] : INFO : Epoch 2013 | loss: 0.0311761 | val_loss: 0.0311946 | Time: 3851.13 ms
[2022-04-21 04:11:36 main:574] : INFO : Epoch 2014 | loss: 0.0311781 | val_loss: 0.0311924 | Time: 3874.11 ms
[2022-04-21 04:11:40 main:574] : INFO : Epoch 2015 | loss: 0.0311788 | val_loss: 0.0311922 | Time: 3879.64 ms
[2022-04-21 04:11:44 main:574] : INFO : Epoch 2016 | loss: 0.0311773 | val_loss: 0.0311917 | Time: 3881.4 ms
[2022-04-21 04:11:48 main:574] : INFO : Epoch 2017 | loss: 0.0311761 | val_loss: 0.0311926 | Time: 3871.56 ms
[2022-04-21 04:11:52 main:574] : INFO : Epoch 2018 | loss: 0.0311754 | val_loss: 0.0311893 | Time: 3853.78 ms
[2022-04-21 04:11:56 main:574] : INFO : Epoch 2019 | loss: 0.0311746 | val_loss: 0.0311886 | Time: 3946.74 ms
[2022-04-21 04:12:00 main:574] : INFO : Epoch 2020 | loss: 0.0311759 | val_loss: 0.0311934 | Time: 3927.05 ms
[2022-04-21 04:12:03 main:574] : INFO : Epoch 2021 | loss: 0.0311757 | val_loss: 0.0311912 | Time: 3856.86 ms
[2022-04-21 04:12:07 main:574] : INFO : Epoch 2022 | loss: 0.031176 | val_loss: 0.0311953 | Time: 3950.86 ms
[2022-04-21 04:12:11 main:574] : INFO : Epoch 2023 | loss: 0.0311758 | val_loss: 0.031192 | Time: 3860.54 ms
[2022-04-21 04:12:15 main:574] : INFO : Epoch 2024 | loss: 0.0311721 | val_loss: 0.0311896 | Time: 3847.66 ms
[2022-04-21 04:12:19 main:574] : INFO : Epoch 2025 | loss: 0.0311718 | val_loss: 0.0311893 | Time: 3882.77 ms
[2022-04-21 04:12:23 main:574] : INFO : Epoch 2026 | loss: 0.0311739 | val_loss: 0.0311912 | Time: 3824.17 ms
[2022-04-21 04:12:27 main:574] : INFO : Epoch 2027 | loss: 0.0311749 | val_loss: 0.0311889 | Time: 3901.56 ms
[2022-04-21 04:12:31 main:574] : INFO : Epoch 2028 | loss: 0.031173 | val_loss: 0.0311914 | Time: 3876.68 ms
[2022-04-21 04:12:35 main:574] : INFO : Epoch 2029 | loss: 0.0311744 | val_loss: 0.0311915 | Time: 3860.51 ms
[2022-04-21 04:12:39 main:574] : INFO : Epoch 2030 | loss: 0.0311725 | val_loss: 0.0311901 | Time: 3942.3 ms
[2022-04-21 04:12:43 main:574] : INFO : Epoch 2031 | loss: 0.0311716 | val_loss: 0.031187 | Time: 3866.68 ms
[2022-04-21 04:12:47 main:574] : INFO : Epoch 2032 | loss: 0.0311724 | val_loss: 0.0311885 | Time: 3864.21 ms
[2022-04-21 04:12:51 main:574] : INFO : Epoch 2033 | loss: 0.031174 | val_loss: 0.0311886 | Time: 3806.56 ms
[2022-04-21 04:12:55 main:574] : INFO : Epoch 2034 | loss: 0.031175 | val_loss: 0.0311871 | Time: 3896.04 ms
[2022-04-21 04:12:58 main:574] : INFO : Epoch 2035 | loss: 0.0311737 | val_loss: 0.0311887 | Time: 3832.07 ms
[2022-04-21 04:13:02 main:574] : INFO : Epoch 2036 | loss: 0.031172 | val_loss: 0.0311871 | Time: 3900.04 ms
[2022-04-21 04:13:06 main:574] : INFO : Epoch 2037 | loss: 0.0311717 | val_loss: 0.0311899 | Time: 3810.04 ms
[2022-04-21 04:13:10 main:574] : INFO : Epoch 2038 | loss: 0.0311727 | val_loss: 0.0311892 | Time: 3882.38 ms
[2022-04-21 04:13:14 main:574] : INFO : Epoch 2039 | loss: 0.031172 | val_loss: 0.0311888 | Time: 3883.01 ms
[2022-04-21 04:13:18 main:574] : INFO : Epoch 2040 | loss: 0.0311729 | val_loss: 0.0311895 | Time: 3886.92 ms
[2022-04-21 04:13:22 main:574] : INFO : Epoch 2041 | loss: 0.0311753 | val_loss: 0.0311925 | Time: 3840.55 ms
[2022-04-21 04:13:26 main:574] : INFO : Epoch 2042 | loss: 0.0311724 | val_loss: 0.0311892 | Time: 3878.78 ms
[2022-04-21 04:13:30 main:574] : INFO : Epoch 2043 | loss: 0.0311715 | val_loss: 0.0311892 | Time: 3904.4 ms
[2022-04-21 04:13:34 main:574] : INFO : Epoch 2044 | loss: 0.0311708 | val_loss: 0.031189 | Time: 3891.42 ms
[2022-04-21 04:13:38 main:574] : INFO : Epoch 2045 | loss: 0.0311713 | val_loss: 0.0311895 | Time: 3881.3 ms
[2022-04-21 04:13:42 main:574] : INFO : Epoch 2046 | loss: 0.0311713 | val_loss: 0.0311875 | Time: 3867.15 ms
[2022-04-21 04:13:46 main:574] : INFO : Epoch 2047 | loss: 0.0311699 | val_loss: 0.0311872 | Time: 3874.25 ms
[2022-04-21 04:13:49 main:574] : INFO : Epoch 2048 | loss: 0.0311738 | val_loss: 0.0311893 | Time: 3873.39 ms
[2022-04-21 04:13:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311893
[2022-04-21 04:13:50 main:603] : INFO : Saving end state to config to file
[2022-04-21 04:13:50 main:608] : INFO : Success, exiting..
04:13:50 (9980): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)