Task 14622567
| Name | ParityModified-1647041025-16122-3-0_1 |
| Workunit | 11527482 |
| Created | 17 Apr 2022, 5:53:43 UTC |
| Sent | 17 Apr 2022, 5:54:26 UTC |
| Report deadline | 25 Apr 2022, 5:54:26 UTC |
| Received | 17 Apr 2022, 15:07:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2381 |
| Run time | 2 hours 11 min 45 sec |
| CPU time | 2 hours 5 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,156.59 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311797 | val_loss: 0.0311919 | Time: 3832.5 ms
[2022-04-17 10:34:46 main:574] : INFO : Epoch 1543 | loss: 0.0311785 | val_loss: 0.0311897 | Time: 3797.97 ms
[2022-04-17 10:34:49 main:574] : INFO : Epoch 1544 | loss: 0.0311794 | val_loss: 0.0311916 | Time: 3831.29 ms
[2022-04-17 10:34:53 main:574] : INFO : Epoch 1545 | loss: 0.0311786 | val_loss: 0.0311918 | Time: 3840.81 ms
[2022-04-17 10:34:57 main:574] : INFO : Epoch 1546 | loss: 0.0311794 | val_loss: 0.031193 | Time: 3791.75 ms
[2022-04-17 10:35:01 main:574] : INFO : Epoch 1547 | loss: 0.0311793 | val_loss: 0.0311925 | Time: 3880.59 ms
[2022-04-17 10:35:05 main:574] : INFO : Epoch 1548 | loss: 0.0311797 | val_loss: 0.0311897 | Time: 3820.24 ms
[2022-04-17 10:35:09 main:574] : INFO : Epoch 1549 | loss: 0.0311807 | val_loss: 0.0311937 | Time: 3841.42 ms
[2022-04-17 10:35:12 main:574] : INFO : Epoch 1550 | loss: 0.0311786 | val_loss: 0.0311962 | Time: 3829.5 ms
[2022-04-17 10:35:16 main:574] : INFO : Epoch 1551 | loss: 0.0311807 | val_loss: 0.0311929 | Time: 3875.04 ms
[2022-04-17 10:35:20 main:574] : INFO : Epoch 1552 | loss: 0.0311785 | val_loss: 0.0311916 | Time: 3810.34 ms
[2022-04-17 10:35:24 main:574] : INFO : Epoch 1553 | loss: 0.0311801 | val_loss: 0.031191 | Time: 3850.08 ms
[2022-04-17 10:35:27 main:574] : INFO : Epoch 1554 | loss: 0.0311813 | val_loss: 0.0311919 | Time: 3255.67 ms
[2022-04-17 10:35:31 main:574] : INFO : Epoch 1555 | loss: 0.0311825 | val_loss: 0.031199 | Time: 3830.08 ms
[2022-04-17 10:35:35 main:574] : INFO : Epoch 1556 | loss: 0.0311815 | val_loss: 0.0311915 | Time: 3780.9 ms
[2022-04-17 10:35:39 main:574] : INFO : Epoch 1557 | loss: 0.0311791 | val_loss: 0.0311896 | Time: 3814.06 ms
[2022-04-17 10:35:43 main:574] : INFO : Epoch 1558 | loss: 0.0311791 | val_loss: 0.031191 | Time: 3856.99 ms
[2022-04-17 10:35:47 main:574] : INFO : Epoch 1559 | loss: 0.03118 | val_loss: 0.0311888 | Time: 4052.85 ms
[2022-04-17 10:35:51 main:574] : INFO : Epoch 1560 | loss: 0.0311824 | val_loss: 0.03119 | Time: 4136.45 ms
[2022-04-17 10:35:55 main:574] : INFO : Epoch 1561 | loss: 0.0311823 | val_loss: 0.0311897 | Time: 4082.45 ms
[2022-04-17 10:35:59 main:574] : INFO : Epoch 1562 | loss: 0.0311815 | val_loss: 0.0311889 | Time: 3918.83 ms
[2022-04-17 10:36:03 main:574] : INFO : Epoch 1563 | loss: 0.031182 | val_loss: 0.0311914 | Time: 4040.98 ms
[2022-04-17 10:36:07 main:574] : INFO : Epoch 1564 | loss: 0.0311837 | val_loss: 0.0311953 | Time: 3902.57 ms
[2022-04-17 10:36:11 main:574] : INFO : Epoch 1565 | loss: 0.031184 | val_loss: 0.0311901 | Time: 3892.84 ms
[2022-04-17 10:36:14 main:574] : INFO : Epoch 1566 | loss: 0.031181 | val_loss: 0.03119 | Time: 3690.06 ms
[2022-04-17 10:36:18 main:574] : INFO : Epoch 1567 | loss: 0.0311805 | val_loss: 0.0311883 | Time: 4026.43 ms
[2022-04-17 10:36:22 main:574] : INFO : Epoch 1568 | loss: 0.0311819 | val_loss: 0.03119 | Time: 3384.12 ms
[2022-04-17 10:36:26 main:574] : INFO : Epoch 1569 | loss: 0.0311805 | val_loss: 0.0311979 | Time: 3982.85 ms
[2022-04-17 10:36:30 main:574] : INFO : Epoch 1570 | loss: 0.0311854 | val_loss: 0.0311897 | Time: 4067.01 ms
[2022-04-17 10:36:34 main:574] : INFO : Epoch 1571 | loss: 0.0311828 | val_loss: 0.0311943 | Time: 3893.31 ms
[2022-04-17 10:36:38 main:574] : INFO : Epoch 1572 | loss: 0.0311802 | val_loss: 0.031192 | Time: 4183.14 ms
[2022-04-17 10:36:42 main:574] : INFO : Epoch 1573 | loss: 0.0311791 | val_loss: 0.0311892 | Time: 4326.05 ms
[2022-04-17 10:36:46 main:574] : INFO : Epoch 1574 | loss: 0.0311785 | val_loss: 0.0311896 | Time: 4232.36 ms
[2022-04-17 10:36:50 main:574] : INFO : Epoch 1575 | loss: 0.0311825 | val_loss: 0.031193 | Time: 3934.06 ms
[2022-04-17 10:36:54 main:574] : INFO : Epoch 1576 | loss: 0.0311792 | val_loss: 0.0311882 | Time: 3897.09 ms
[2022-04-17 10:36:58 main:574] : INFO : Epoch 1577 | loss: 0.0311774 | val_loss: 0.031188 | Time: 3908.47 ms
[2022-04-17 10:37:02 main:574] : INFO : Epoch 1578 | loss: 0.0311777 | val_loss: 0.0311934 | Time: 4079.33 ms
[2022-04-17 10:37:06 main:574] : INFO : Epoch 1579 | loss: 0.0311815 | val_loss: 0.0311885 | Time: 4034.99 ms
[2022-04-17 10:37:10 main:574] : INFO : Epoch 1580 | loss: 0.0311803 | val_loss: 0.0311896 | Time: 4016.76 ms
[2022-04-17 10:37:14 main:574] : INFO : Epoch 1581 | loss: 0.0311773 | val_loss: 0.031188 | Time: 3930.56 ms
[2022-04-17 10:37:18 main:574] : INFO : Epoch 1582 | loss: 0.0311779 | val_loss: 0.0311897 | Time: 3904.61 ms
[2022-04-17 10:37:22 main:574] : INFO : Epoch 1583 | loss: 0.0311778 | val_loss: 0.0311874 | Time: 3465.91 ms
[2022-04-17 10:37:25 main:574] : INFO : Epoch 1584 | loss: 0.031179 | val_loss: 0.0311887 | Time: 3891.53 ms
[2022-04-17 10:37:29 main:574] : INFO : Epoch 1585 | loss: 0.0311779 | val_loss: 0.0311888 | Time: 3895.26 ms
[2022-04-17 10:37:33 main:574] : INFO : Epoch 1586 | loss: 0.0311774 | val_loss: 0.0311892 | Time: 3829.4 ms
[2022-04-17 10:37:37 main:574] : INFO : Epoch 1587 | loss: 0.0311768 | val_loss: 0.031189 | Time: 3895.3 ms
[2022-04-17 10:37:41 main:574] : INFO : Epoch 1588 | loss: 0.0311781 | val_loss: 0.0311881 | Time: 3826.72 ms
[2022-04-17 10:37:45 main:574] : INFO : Epoch 1589 | loss: 0.0311784 | val_loss: 0.0311887 | Time: 3911.96 ms
[2022-04-17 10:37:49 main:574] : INFO : Epoch 1590 | loss: 0.0311772 | val_loss: 0.0311922 | Time: 3878.95 ms
[2022-04-17 10:37:52 main:574] : INFO : Epoch 1591 | loss: 0.0311783 | val_loss: 0.0311889 | Time: 3746.88 ms
[2022-04-17 10:37:56 main:574] : INFO : Epoch 1592 | loss: 0.0311779 | val_loss: 0.0311918 | Time: 3745.98 ms
[2022-04-17 10:38:00 main:574] : INFO : Epoch 1593 | loss: 0.0311776 | val_loss: 0.0311899 | Time: 3891.65 ms
[2022-04-17 10:38:04 main:574] : INFO : Epoch 1594 | loss: 0.0311786 | val_loss: 0.03119 | Time: 3965.98 ms
[2022-04-17 10:38:08 main:574] : INFO : Epoch 1595 | loss: 0.0311785 | val_loss: 0.0311889 | Time: 3922.25 ms
[2022-04-17 10:38:12 main:574] : INFO : Epoch 1596 | loss: 0.0311787 | val_loss: 0.0311902 | Time: 3909.99 ms
[2022-04-17 10:38:16 main:574] : INFO : Epoch 1597 | loss: 0.0311785 | val_loss: 0.0311904 | Time: 3873.28 ms
[2022-04-17 10:38:20 main:574] : INFO : Epoch 1598 | loss: 0.0311778 | val_loss: 0.0311937 | Time: 3808.31 ms
[2022-04-17 10:38:24 main:574] : INFO : Epoch 1599 | loss: 0.0311783 | val_loss: 0.0311884 | Time: 3865.15 ms
[2022-04-17 10:38:28 main:574] : INFO : Epoch 1600 | loss: 0.0311787 | val_loss: 0.0311909 | Time: 3999.12 ms
[2022-04-17 10:38:31 main:574] : INFO : Epoch 1601 | loss: 0.0311782 | val_loss: 0.0311912 | Time: 3888.97 ms
[2022-04-17 10:38:35 main:574] : INFO : Epoch 1602 | loss: 0.0311787 | val_loss: 0.0311897 | Time: 3642.22 ms
[2022-04-17 10:38:39 main:574] : INFO : Epoch 1603 | loss: 0.0311777 | val_loss: 0.0311932 | Time: 3749.12 ms
[2022-04-17 10:38:43 main:574] : INFO : Epoch 1604 | loss: 0.0311775 | val_loss: 0.0311899 | Time: 3713.09 ms
[2022-04-17 10:38:46 main:574] : INFO : Epoch 1605 | loss: 0.0311779 | val_loss: 0.0311907 | Time: 3711.89 ms
[2022-04-17 10:38:50 main:574] : INFO : Epoch 1606 | loss: 0.0311776 | val_loss: 0.0311908 | Time: 3674.93 ms
[2022-04-17 10:38:54 main:574] : INFO : Epoch 1607 | loss: 0.0311779 | val_loss: 0.0311882 | Time: 3767.82 ms
[2022-04-17 10:38:57 main:574] : INFO : Epoch 1608 | loss: 0.0311789 | val_loss: 0.0311911 | Time: 3475.75 ms
[2022-04-17 10:39:01 main:574] : INFO : Epoch 1609 | loss: 0.0311798 | val_loss: 0.0311892 | Time: 4037.53 ms
[2022-04-17 10:39:05 main:574] : INFO : Epoch 1610 | loss: 0.0311761 | val_loss: 0.0311872 | Time: 4029.18 ms
[2022-04-17 10:39:09 main:574] : INFO : Epoch 1611 | loss: 0.0311777 | val_loss: 0.03119 | Time: 3822.2 ms
[2022-04-17 10:39:13 main:574] : INFO : Epoch 1612 | loss: 0.0311763 | val_loss: 0.0311897 | Time: 3778.12 ms
[2022-04-17 10:39:17 main:574] : INFO : Epoch 1613 | loss: 0.0311761 | val_loss: 0.0311873 | Time: 3721.13 ms
[2022-04-17 10:39:20 main:574] : INFO : Epoch 1614 | loss: 0.031176 | val_loss: 0.0311872 | Time: 3777.41 ms
[2022-04-17 10:39:24 main:574] : INFO : Epoch 1615 | loss: 0.0311759 | val_loss: 0.0311869 | Time: 3971.01 ms
[2022-04-17 10:39:28 main:574] : INFO : Epoch 1616 | loss: 0.0311764 | val_loss: 0.0311891 | Time: 3781.93 ms
[2022-04-17 10:39:32 main:574] : INFO : Epoch 1617 | loss: 0.0311775 | val_loss: 0.0311893 | Time: 3864.35 ms
[2022-04-17 10:39:36 main:574] : INFO : Epoch 1618 | loss: 0.0311775 | val_loss: 0.0311907 | Time: 4123.81 ms
[2022-04-17 10:39:40 main:574] : INFO : Epoch 1619 | loss: 0.0311804 | val_loss: 0.0311972 | Time: 4092.15 ms
[2022-04-17 10:39:44 main:574] : INFO : Epoch 1620 | loss: 0.0311788 | val_loss: 0.0311889 | Time: 3962.18 ms
[2022-04-17 10:39:48 main:574] : INFO : Epoch 1621 | loss: 0.0311779 | val_loss: 0.0311901 | Time: 3776.34 ms
[2022-04-17 10:39:51 main:574] : INFO : Epoch 1622 | loss: 0.0311762 | val_loss: 0.0311874 | Time: 3507.18 ms
[2022-04-17 10:39:55 main:574] : INFO : Epoch 1623 | loss: 0.0311756 | val_loss: 0.0311877 | Time: 3658.28 ms
[2022-04-17 10:39:59 main:574] : INFO : Epoch 1624 | loss: 0.0311754 | val_loss: 0.0311868 | Time: 3694.96 ms
[2022-04-17 10:40:03 main:574] : INFO : Epoch 1625 | loss: 0.0311744 | val_loss: 0.0311859 | Time: 3868.63 ms
[2022-04-17 10:40:06 main:574] : INFO : Epoch 1626 | loss: 0.031178 | val_loss: 0.0311878 | Time: 3342.87 ms
[2022-04-17 10:40:10 main:574] : INFO : Epoch 1627 | loss: 0.0311813 | val_loss: 0.0311876 | Time: 3835.18 ms
[2022-04-17 10:40:14 main:574] : INFO : Epoch 1628 | loss: 0.0311764 | val_loss: 0.0311869 | Time: 3619.98 ms
[2022-04-17 10:40:17 main:574] : INFO : Epoch 1629 | loss: 0.0311754 | val_loss: 0.031187 | Time: 3873.62 ms
[2022-04-17 10:40:21 main:574] : INFO : Epoch 1630 | loss: 0.0311767 | val_loss: 0.0311889 | Time: 3812.89 ms
[2022-04-17 10:40:25 main:574] : INFO : Epoch 1631 | loss: 0.0311754 | val_loss: 0.0311874 | Time: 3805.68 ms
[2022-04-17 10:40:29 main:574] : INFO : Epoch 1632 | loss: 0.0311765 | val_loss: 0.0311869 | Time: 3755.94 ms
[2022-04-17 10:40:33 main:574] : INFO : Epoch 1633 | loss: 0.031175 | val_loss: 0.0311918 | Time: 3823.3 ms
[2022-04-17 10:40:36 main:574] : INFO : Epoch 1634 | loss: 0.0311756 | val_loss: 0.0311882 | Time: 3743.62 ms
[2022-04-17 10:40:40 main:574] : INFO : Epoch 1635 | loss: 0.0311763 | val_loss: 0.0311878 | Time: 3621.69 ms
[2022-04-17 10:40:44 main:574] : INFO : Epoch 1636 | loss: 0.0311756 | val_loss: 0.0311906 | Time: 3946.1 ms
[2022-04-17 10:40:48 main:574] : INFO : Epoch 1637 | loss: 0.0311759 | val_loss: 0.031187 | Time: 3879.93 ms
[2022-04-17 10:40:51 main:574] : INFO : Epoch 1638 | loss: 0.0311758 | val_loss: 0.0311887 | Time: 3651.05 ms
[2022-04-17 10:40:55 main:574] : INFO : Epoch 1639 | loss: 0.031174 | val_loss: 0.0311893 | Time: 3710.05 ms
[2022-04-17 10:40:59 main:574] : INFO : Epoch 1640 | loss: 0.0311737 | val_loss: 0.0311886 | Time: 3744.49 ms
[2022-04-17 10:41:03 main:574] : INFO : Epoch 1641 | loss: 0.0311744 | val_loss: 0.0311884 | Time: 3746.57 ms
[2022-04-17 10:41:06 main:574] : INFO : Epoch 1642 | loss: 0.0311738 | val_loss: 0.0311879 | Time: 3384.51 ms
[2022-04-17 10:41:09 main:574] : INFO : Epoch 1643 | loss: 0.0311777 | val_loss: 0.031202 | Time: 3255.34 ms
[2022-04-17 10:41:13 main:574] : INFO : Epoch 1644 | loss: 0.0311796 | val_loss: 0.0311899 | Time: 3822.64 ms
[2022-04-17 10:41:17 main:574] : INFO : Epoch 1645 | loss: 0.0311766 | val_loss: 0.0311892 | Time: 3781.08 ms
[2022-04-17 10:41:21 main:574] : INFO : Epoch 1646 | loss: 0.0311758 | val_loss: 0.0311902 | Time: 3842.06 ms
[2022-04-17 10:41:24 main:574] : INFO : Epoch 1647 | loss: 0.0311751 | val_loss: 0.0311885 | Time: 3565.83 ms
[2022-04-17 10:41:28 main:574] : INFO : Epoch 1648 | loss: 0.0311758 | val_loss: 0.0311875 | Time: 3857.62 ms
[2022-04-17 10:41:32 main:574] : INFO : Epoch 1649 | loss: 0.031176 | val_loss: 0.0311929 | Time: 3869.79 ms
[2022-04-17 10:41:36 main:574] : INFO : Epoch 1650 | loss: 0.0311763 | val_loss: 0.0311903 | Time: 3729.38 ms
[2022-04-17 10:41:40 main:574] : INFO : Epoch 1651 | loss: 0.0311755 | val_loss: 0.0311927 | Time: 3808.98 ms
[2022-04-17 10:41:43 main:574] : INFO : Epoch 1652 | loss: 0.0311741 | val_loss: 0.0311869 | Time: 3844.74 ms
[2022-04-17 10:41:47 main:574] : INFO : Epoch 1653 | loss: 0.0311732 | val_loss: 0.0311884 | Time: 3677.11 ms
[2022-04-17 10:41:51 main:574] : INFO : Epoch 1654 | loss: 0.0311741 | val_loss: 0.0311871 | Time: 3761.6 ms
[2022-04-17 10:41:55 main:574] : INFO : Epoch 1655 | loss: 0.0311765 | val_loss: 0.0311919 | Time: 3692 ms
[2022-04-17 10:41:58 main:574] : INFO : Epoch 1656 | loss: 0.031177 | val_loss: 0.0311871 | Time: 3741.06 ms
[2022-04-17 10:42:02 main:574] : INFO : Epoch 1657 | loss: 0.0311749 | val_loss: 0.0311861 | Time: 3240.51 ms
[2022-04-17 10:42:05 main:574] : INFO : Epoch 1658 | loss: 0.0311751 | val_loss: 0.0311902 | Time: 3868.64 ms
[2022-04-17 10:42:09 main:574] : INFO : Epoch 1659 | loss: 0.0311782 | val_loss: 0.0311884 | Time: 3869.25 ms
[2022-04-17 10:42:13 main:574] : INFO : Epoch 1660 | loss: 0.0311787 | val_loss: 0.0311907 | Time: 3894.77 ms
[2022-04-17 10:42:17 main:574] : INFO : Epoch 1661 | loss: 0.0311778 | val_loss: 0.0311886 | Time: 3924.32 ms
[2022-04-17 10:42:21 main:574] : INFO : Epoch 1662 | loss: 0.0311766 | val_loss: 0.0311876 | Time: 3888.38 ms
[2022-04-17 10:42:25 main:574] : INFO : Epoch 1663 | loss: 0.0311758 | val_loss: 0.0311879 | Time: 3689.56 ms
[2022-04-17 10:42:28 main:574] : INFO : Epoch 1664 | loss: 0.0311751 | val_loss: 0.0311901 | Time: 3404.65 ms
[2022-04-17 10:42:32 main:574] : INFO : Epoch 1665 | loss: 0.0311749 | val_loss: 0.0311892 | Time: 3534.31 ms
[2022-04-17 10:42:35 main:574] : INFO : Epoch 1666 | loss: 0.031173 | val_loss: 0.0311883 | Time: 3622.84 ms
[2022-04-17 10:42:39 main:574] : INFO : Epoch 1667 | loss: 0.0311736 | val_loss: 0.0311897 | Time: 3667.98 ms
[2022-04-17 10:42:43 main:574] : INFO : Epoch 1668 | loss: 0.0311739 | val_loss: 0.0311871 | Time: 3734.6 ms
[2022-04-17 10:42:47 main:574] : INFO : Epoch 1669 | loss: 0.0311738 | val_loss: 0.0311872 | Time: 3891.15 ms
[2022-04-17 10:42:50 main:574] : INFO : Epoch 1670 | loss: 0.0311744 | val_loss: 0.0311899 | Time: 3821.61 ms
[2022-04-17 10:42:54 main:574] : INFO : Epoch 1671 | loss: 0.0311756 | val_loss: 0.0311853 | Time: 3846.08 ms
[2022-04-17 10:42:58 main:574] : INFO : Epoch 1672 | loss: 0.0311745 | val_loss: 0.0311892 | Time: 3635.12 ms
[2022-04-17 10:43:02 main:574] : INFO : Epoch 1673 | loss: 0.0311777 | val_loss: 0.0311873 | Time: 3846.12 ms
[2022-04-17 10:43:05 main:574] : INFO : Epoch 1674 | loss: 0.0311752 | val_loss: 0.0311888 | Time: 3580 ms
[2022-04-17 10:43:09 main:574] : INFO : Epoch 1675 | loss: 0.031175 | val_loss: 0.0311861 | Time: 3877.18 ms
[2022-04-17 10:43:13 main:574] : INFO : Epoch 1676 | loss: 0.0311749 | val_loss: 0.0311873 | Time: 3823.76 ms
[2022-04-17 10:43:17 main:574] : INFO : Epoch 1677 | loss: 0.0311748 | val_loss: 0.0311933 | Time: 3938.75 ms
[2022-04-17 10:43:21 main:574] : INFO : Epoch 1678 | loss: 0.031175 | val_loss: 0.0311975 | Time: 3925.89 ms
[2022-04-17 10:43:25 main:574] : INFO : Epoch 1679 | loss: 0.0311749 | val_loss: 0.0311897 | Time: 3937.96 ms
[2022-04-17 10:43:29 main:574] : INFO : Epoch 1680 | loss: 0.031174 | val_loss: 0.0311893 | Time: 3754.68 ms
[2022-04-17 10:43:33 main:574] : INFO : Epoch 1681 | loss: 0.0311723 | val_loss: 0.0311878 | Time: 3874.34 ms
[2022-04-17 10:43:36 main:574] : INFO : Epoch 1682 | loss: 0.0311743 | val_loss: 0.0311889 | Time: 3637.41 ms
[2022-04-17 10:43:40 main:574] : INFO : Epoch 1683 | loss: 0.0311763 | val_loss: 0.0311898 | Time: 3474.83 ms
[2022-04-17 10:43:44 main:574] : INFO : Epoch 1684 | loss: 0.0311754 | val_loss: 0.0311935 | Time: 3876.12 ms
[2022-04-17 10:43:47 main:574] : INFO : Epoch 1685 | loss: 0.0311784 | val_loss: 0.03119 | Time: 3880.56 ms
[2022-04-17 10:43:51 main:574] : INFO : Epoch 1686 | loss: 0.031174 | val_loss: 0.0311863 | Time: 3753.69 ms
[2022-04-17 10:43:55 main:574] : INFO : Epoch 1687 | loss: 0.0311723 | val_loss: 0.0311872 | Time: 3731.65 ms
[2022-04-17 10:43:59 main:574] : INFO : Epoch 1688 | loss: 0.0311727 | val_loss: 0.0311921 | Time: 3709.91 ms
[2022-04-17 10:44:03 main:574] : INFO : Epoch 1689 | loss: 0.0311803 | val_loss: 0.0311862 | Time: 4005.6 ms
[2022-04-17 10:44:07 main:574] : INFO : Epoch 1690 | loss: 0.0311776 | val_loss: 0.0311921 | Time: 3947.29 ms
[2022-04-17 10:44:10 main:574] : INFO : Epoch 1691 | loss: 0.0311728 | val_loss: 0.0311863 | Time: 3285.48 ms
[2022-04-17 10:44:14 main:574] : INFO : Epoch 1692 | loss: 0.0311716 | val_loss: 0.0311878 | Time: 3813.07 ms
[2022-04-17 10:44:17 main:574] : INFO : Epoch 1693 | loss: 0.0311736 | val_loss: 0.0311939 | Time: 3610.35 ms
[2022-04-17 10:44:21 main:574] : INFO : Epoch 1694 | loss: 0.031173 | val_loss: 0.031184 | Time: 3775.2 ms
[2022-04-17 10:44:25 main:574] : INFO : Epoch 1695 | loss: 0.0311711 | val_loss: 0.0311881 | Time: 3895.77 ms
[2022-04-17 10:44:29 main:574] : INFO : Epoch 1696 | loss: 0.0311713 | val_loss: 0.0311859 | Time: 3968.69 ms
[2022-04-17 10:44:33 main:574] : INFO : Epoch 1697 | loss: 0.0311718 | val_loss: 0.0311859 | Time: 3834.34 ms
[2022-04-17 10:44:37 main:574] : INFO : Epoch 1698 | loss: 0.0311736 | val_loss: 0.0311913 | Time: 3736.45 ms
[2022-04-17 10:44:40 main:574] : INFO : Epoch 1699 | loss: 0.0311736 | val_loss: 0.0311861 | Time: 3914.72 ms
[2022-04-17 10:44:44 main:574] : INFO : Epoch 1700 | loss: 0.0311725 | val_loss: 0.0311938 | Time: 3932.65 ms
[2022-04-17 10:44:48 main:574] : INFO : Epoch 1701 | loss: 0.0311751 | val_loss: 0.0311904 | Time: 3687.79 ms
[2022-04-17 10:44:52 main:574] : INFO : Epoch 1702 | loss: 0.0311771 | val_loss: 0.0311857 | Time: 3878.64 ms
[2022-04-17 10:44:56 main:574] : INFO : Epoch 1703 | loss: 0.0311749 | val_loss: 0.031187 | Time: 3871.59 ms
[2022-04-17 10:45:00 main:574] : INFO : Epoch 1704 | loss: 0.0311735 | val_loss: 0.0311861 | Time: 3886.14 ms
[2022-04-17 10:45:04 main:574] : INFO : Epoch 1705 | loss: 0.0311736 | val_loss: 0.0311853 | Time: 4084.36 ms
[2022-04-17 10:45:07 main:574] : INFO : Epoch 1706 | loss: 0.0311743 | val_loss: 0.0311874 | Time: 3345.26 ms
[2022-04-17 10:45:11 main:574] : INFO : Epoch 1707 | loss: 0.031172 | val_loss: 0.0311878 | Time: 4071.04 ms
[2022-04-17 10:45:15 main:574] : INFO : Epoch 1708 | loss: 0.0311724 | val_loss: 0.0311889 | Time: 4047.09 ms
[2022-04-17 10:45:19 main:574] : INFO : Epoch 1709 | loss: 0.031173 | val_loss: 0.0311882 | Time: 3790.05 ms
[2022-04-17 10:45:23 main:574] : INFO : Epoch 1710 | loss: 0.0311721 | val_loss: 0.0311894 | Time: 3840.31 ms
[2022-04-17 10:45:27 main:574] : INFO : Epoch 1711 | loss: 0.0311715 | val_loss: 0.0311865 | Time: 3915.94 ms
[2022-04-17 10:45:31 main:574] : INFO : Epoch 1712 | loss: 0.0311725 | val_loss: 0.0311883 | Time: 3857.79 ms
[2022-04-17 10:45:35 main:574] : INFO : Epoch 1713 | loss: 0.0311708 | val_loss: 0.0311878 | Time: 3961.98 ms
[2022-04-17 10:45:39 main:574] : INFO : Epoch 1714 | loss: 0.0311709 | val_loss: 0.0311881 | Time: 3863.61 ms
[2022-04-17 10:45:42 main:574] : INFO : Epoch 1715 | loss: 0.0311708 | val_loss: 0.0311872 | Time: 3824.37 ms
[2022-04-17 10:45:46 main:574] : INFO : Epoch 1716 | loss: 0.0311709 | val_loss: 0.0311851 | Time: 3857.88 ms
[2022-04-17 10:45:50 main:574] : INFO : Epoch 1717 | loss: 0.0311741 | val_loss: 0.031187 | Time: 3834.92 ms
[2022-04-17 10:45:54 main:574] : INFO : Epoch 1718 | loss: 0.0311708 | val_loss: 0.031187 | Time: 3952.5 ms
[2022-04-17 10:45:58 main:574] : INFO : Epoch 1719 | loss: 0.0311699 | val_loss: 0.0311916 | Time: 3746.86 ms
[2022-04-17 10:46:02 main:574] : INFO : Epoch 1720 | loss: 0.0311703 | val_loss: 0.0311876 | Time: 4106.12 ms
[2022-04-17 10:46:06 main:574] : INFO : Epoch 1721 | loss: 0.0311713 | val_loss: 0.0311861 | Time: 3866.27 ms
[2022-04-17 10:46:10 main:574] : INFO : Epoch 1722 | loss: 0.0311716 | val_loss: 0.0311924 | Time: 3917.11 ms
[2022-04-17 10:46:14 main:574] : INFO : Epoch 1723 | loss: 0.0311715 | val_loss: 0.0311901 | Time: 4029.71 ms
[2022-04-17 10:46:17 main:574] : INFO : Epoch 1724 | loss: 0.0311746 | val_loss: 0.0311907 | Time: 3758.34 ms
[2022-04-17 10:46:21 main:574] : INFO : Epoch 1725 | loss: 0.0311746 | val_loss: 0.0311901 | Time: 3712.56 ms
[2022-04-17 10:46:25 main:574] : INFO : Epoch 1726 | loss: 0.0311747 | val_loss: 0.0311921 | Time: 3772.32 ms
[2022-04-17 10:46:29 main:574] : INFO : Epoch 1727 | loss: 0.0311724 | val_loss: 0.0311878 | Time: 3926.46 ms
[2022-04-17 10:46:33 main:574] : INFO : Epoch 1728 | loss: 0.0311723 | val_loss: 0.0311869 | Time: 3848.8 ms
[2022-04-17 10:46:37 main:574] : INFO : Epoch 1729 | loss: 0.0311724 | val_loss: 0.0311883 | Time: 3875.57 ms
[2022-04-17 10:46:41 main:574] : INFO : Epoch 1730 | loss: 0.0311732 | val_loss: 0.0311879 | Time: 3983.74 ms
[2022-04-17 10:46:45 main:574] : INFO : Epoch 1731 | loss: 0.0311728 | val_loss: 0.0311881 | Time: 3930.84 ms
[2022-04-17 10:46:48 main:574] : INFO : Epoch 1732 | loss: 0.0311749 | val_loss: 0.0311931 | Time: 3875.26 ms
[2022-04-17 10:46:52 main:574] : INFO : Epoch 1733 | loss: 0.0311767 | val_loss: 0.0311857 | Time: 3899.46 ms
[2022-04-17 10:46:56 main:574] : INFO : Epoch 1734 | loss: 0.0311721 | val_loss: 0.0311878 | Time: 3928.02 ms
[2022-04-17 10:47:00 main:574] : INFO : Epoch 1735 | loss: 0.0311741 | val_loss: 0.031191 | Time: 3451.13 ms
[2022-04-17 10:47:04 main:574] : INFO : Epoch 1736 | loss: 0.0311753 | val_loss: 0.0311969 | Time: 4018.99 ms
[2022-04-17 10:47:08 main:574] : INFO : Epoch 1737 | loss: 0.0311759 | val_loss: 0.0311894 | Time: 3897.82 ms
[2022-04-17 10:47:11 main:574] : INFO : Epoch 1738 | loss: 0.0311735 | val_loss: 0.0311867 | Time: 3803.51 ms
[2022-04-17 10:47:15 main:574] : INFO : Epoch 1739 | loss: 0.0311742 | val_loss: 0.0311872 | Time: 3922.6 ms
[2022-04-17 10:47:19 main:574] : INFO : Epoch 1740 | loss: 0.0311741 | val_loss: 0.0311907 | Time: 3858.81 ms
[2022-04-17 10:47:23 main:574] : INFO : Epoch 1741 | loss: 0.0311741 | val_loss: 0.0311899 | Time: 3965.08 ms
[2022-04-17 10:47:27 main:574] : INFO : Epoch 1742 | loss: 0.0311725 | val_loss: 0.0311894 | Time: 3880.5 ms
[2022-04-17 10:47:31 main:574] : INFO : Epoch 1743 | loss: 0.0311717 | val_loss: 0.0311862 | Time: 3933.42 ms
[2022-04-17 10:47:35 main:574] : INFO : Epoch 1744 | loss: 0.0311722 | val_loss: 0.0311988 | Time: 3881.21 ms
[2022-04-17 10:47:39 main:574] : INFO : Epoch 1745 | loss: 0.0311787 | val_loss: 0.0311855 | Time: 3838.13 ms
[2022-04-17 10:47:43 main:574] : INFO : Epoch 1746 | loss: 0.0311788 | val_loss: 0.0311853 | Time: 3914.06 ms
[2022-04-17 10:47:47 main:574] : INFO : Epoch 1747 | loss: 0.0311741 | val_loss: 0.0311857 | Time: 3897.1 ms
[2022-04-17 10:47:51 main:574] : INFO : Epoch 1748 | loss: 0.0311734 | val_loss: 0.0311862 | Time: 3900.67 ms
[2022-04-17 10:47:54 main:574] : INFO : Epoch 1749 | loss: 0.0311734 | val_loss: 0.0311878 | Time: 3862.65 ms
[2022-04-17 10:47:58 main:574] : INFO : Epoch 1750 | loss: 0.0311706 | val_loss: 0.0311863 | Time: 3356.23 ms
[2022-04-17 10:48:02 main:574] : INFO : Epoch 1751 | loss: 0.0311743 | val_loss: 0.0311917 | Time: 4035.78 ms
[2022-04-17 10:48:06 main:574] : INFO : Epoch 1752 | loss: 0.0311719 | val_loss: 0.0311967 | Time: 3849.6 ms
[2022-04-17 10:48:10 main:574] : INFO : Epoch 1753 | loss: 0.0311751 | val_loss: 0.0311905 | Time: 3939.44 ms
[2022-04-17 10:48:13 main:574] : INFO : Epoch 1754 | loss: 0.0311721 | val_loss: 0.0311922 | Time: 3881.88 ms
[2022-04-17 10:48:17 main:574] : INFO : Epoch 1755 | loss: 0.0311712 | val_loss: 0.0311894 | Time: 4008.6 ms
[2022-04-17 10:48:31 main:574] : INFO : Epoch 1756 | loss: 0.03117 | val_loss: 0.03119 | Time: 13879 ms
[2022-04-17 10:48:35 main:574] : INFO : Epoch 1757 | loss: 0.0311721 | val_loss: 0.0311879 | Time: 3850.45 ms
[2022-04-17 10:48:39 main:574] : INFO : Epoch 1758 | loss: 0.0311711 | val_loss: 0.0311876 | Time: 3801.82 ms
[2022-04-17 10:48:43 main:574] : INFO : Epoch 1759 | loss: 0.0311712 | val_loss: 0.0311925 | Time: 3881.86 ms
[2022-04-17 10:48:47 main:574] : INFO : Epoch 1760 | loss: 0.0311739 | val_loss: 0.0311927 | Time: 3849.57 ms
[2022-04-17 10:48:51 main:574] : INFO : Epoch 1761 | loss: 0.031171 | val_loss: 0.0311866 | Time: 3883.88 ms
[2022-04-17 10:48:54 main:574] : INFO : Epoch 1762 | loss: 0.0311699 | val_loss: 0.0311868 | Time: 3769.69 ms
[2022-04-17 10:48:58 main:574] : INFO : Epoch 1763 | loss: 0.0311702 | val_loss: 0.0311931 | Time: 3468.97 ms
[2022-04-17 10:49:02 main:574] : INFO : Epoch 1764 | loss: 0.03117 | val_loss: 0.0311884 | Time: 3804.73 ms
[2022-04-17 10:49:06 main:574] : INFO : Epoch 1765 | loss: 0.0311693 | val_loss: 0.0311877 | Time: 3873.81 ms
[2022-04-17 10:49:09 main:574] : INFO : Epoch 1766 | loss: 0.0311696 | val_loss: 0.0311903 | Time: 3842.48 ms
[2022-04-17 10:49:13 main:574] : INFO : Epoch 1767 | loss: 0.0311692 | val_loss: 0.0311897 | Time: 3854.37 ms
[2022-04-17 10:49:17 main:574] : INFO : Epoch 1768 | loss: 0.0311702 | val_loss: 0.0311898 | Time: 3903.12 ms
[2022-04-17 10:49:21 main:574] : INFO : Epoch 1769 | loss: 0.0311714 | val_loss: 0.0311973 | Time: 3843.66 ms
[2022-04-17 10:49:25 main:574] : INFO : Epoch 1770 | loss: 0.0311745 | val_loss: 0.0311867 | Time: 3869.34 ms
[2022-04-17 10:49:29 main:574] : INFO : Epoch 1771 | loss: 0.0311703 | val_loss: 0.0311882 | Time: 3865.51 ms
[2022-04-17 10:49:33 main:574] : INFO : Epoch 1772 | loss: 0.0311692 | val_loss: 0.0311883 | Time: 3964.51 ms
[2022-04-17 10:49:37 main:574] : INFO : Epoch 1773 | loss: 0.0311689 | val_loss: 0.0311881 | Time: 3916.04 ms
[2022-04-17 10:49:41 main:574] : INFO : Epoch 1774 | loss: 0.0311697 | val_loss: 0.0311883 | Time: 3940.3 ms
[2022-04-17 10:49:45 main:574] : INFO : Epoch 1775 | loss: 0.0311692 | val_loss: 0.0311878 | Time: 3953.16 ms
[2022-04-17 10:49:48 main:574] : INFO : Epoch 1776 | loss: 0.0311756 | val_loss: 0.0311956 | Time: 3805.91 ms
[2022-04-17 10:49:52 main:574] : INFO : Epoch 1777 | loss: 0.031179 | val_loss: 0.0312011 | Time: 3925.68 ms
[2022-04-17 10:49:56 main:574] : INFO : Epoch 1778 | loss: 0.0311778 | val_loss: 0.0311908 | Time: 3471.86 ms
[2022-04-17 10:50:00 main:574] : INFO : Epoch 1779 | loss: 0.0311727 | val_loss: 0.0311894 | Time: 3916.01 ms
[2022-04-17 10:50:04 main:574] : INFO : Epoch 1780 | loss: 0.0311703 | val_loss: 0.0311866 | Time: 3930.55 ms
[2022-04-17 10:50:08 main:574] : INFO : Epoch 1781 | loss: 0.0311705 | val_loss: 0.031191 | Time: 3969.26 ms
[2022-04-17 10:50:11 main:574] : INFO : Epoch 1782 | loss: 0.0311759 | val_loss: 0.0311942 | Time: 3836.78 ms
[2022-04-17 10:50:15 main:574] : INFO : Epoch 1783 | loss: 0.0311769 | val_loss: 0.0311839 | Time: 3893.85 ms
[2022-04-17 10:50:19 main:574] : INFO : Epoch 1784 | loss: 0.0311753 | val_loss: 0.0311873 | Time: 3840.87 ms
[2022-04-17 10:50:23 main:574] : INFO : Epoch 1785 | loss: 0.0311744 | val_loss: 0.0311845 | Time: 3941.62 ms
[2022-04-17 10:50:27 main:574] : INFO : Epoch 1786 | loss: 0.0311748 | val_loss: 0.0311906 | Time: 3936.29 ms
[2022-04-17 10:50:31 main:574] : INFO : Epoch 1787 | loss: 0.0311731 | val_loss: 0.0311856 | Time: 4137.04 ms
[2022-04-17 10:50:35 main:574] : INFO : Epoch 1788 | loss: 0.0311762 | val_loss: 0.031187 | Time: 3638.55 ms
[2022-04-17 10:50:39 main:574] : INFO : Epoch 1789 | loss: 0.0311746 | val_loss: 0.0311891 | Time: 3836.23 ms
[2022-04-17 10:50:43 main:574] : INFO : Epoch 1790 | loss: 0.0311755 | val_loss: 0.0311884 | Time: 4014.44 ms
[2022-04-17 10:50:47 main:574] : INFO : Epoch 1791 | loss: 0.0311734 | val_loss: 0.0311889 | Time: 3934.03 ms
[2022-04-17 10:50:51 main:574] : INFO : Epoch 1792 | loss: 0.0311749 | val_loss: 0.0311865 | Time: 3891.58 ms
[2022-04-17 10:50:54 main:574] : INFO : Epoch 1793 | loss: 0.0311725 | val_loss: 0.0311898 | Time: 3901.54 ms
[2022-04-17 10:50:58 main:574] : INFO : Epoch 1794 | loss: 0.0311733 | val_loss: 0.0311878 | Time: 3322.28 ms
[2022-04-17 10:51:02 main:574] : INFO : Epoch 1795 | loss: 0.0311726 | val_loss: 0.0311864 | Time: 3962.33 ms
[2022-04-17 10:51:06 main:574] : INFO : Epoch 1796 | loss: 0.0311729 | val_loss: 0.0311858 | Time: 3818.57 ms
[2022-04-17 10:51:09 main:574] : INFO : Epoch 1797 | loss: 0.0311718 | val_loss: 0.0311855 | Time: 3812.79 ms
[2022-04-17 10:51:13 main:574] : INFO : Epoch 1798 | loss: 0.0311708 | val_loss: 0.0311862 | Time: 3859.57 ms
[2022-04-17 10:51:17 main:574] : INFO : Epoch 1799 | loss: 0.0311718 | val_loss: 0.0311855 | Time: 3768.46 ms
[2022-04-17 10:51:21 main:574] : INFO : Epoch 1800 | loss: 0.0311713 | val_loss: 0.031185 | Time: 3903.71 ms
[2022-04-17 10:51:25 main:574] : INFO : Epoch 1801 | loss: 0.0311717 | val_loss: 0.0311845 | Time: 3630.08 ms
[2022-04-17 10:51:29 main:574] : INFO : Epoch 1802 | loss: 0.0311709 | val_loss: 0.0311855 | Time: 3950.8 ms
[2022-04-17 10:51:32 main:574] : INFO : Epoch 1803 | loss: 0.0311709 | val_loss: 0.0311964 | Time: 3955.67 ms
[2022-04-17 10:51:36 main:574] : INFO : Epoch 1804 | loss: 0.0311754 | val_loss: 0.0311845 | Time: 3792.21 ms
[2022-04-17 10:51:40 main:574] : INFO : Epoch 1805 | loss: 0.0311705 | val_loss: 0.0311845 | Time: 3862.39 ms
[2022-04-17 10:51:44 main:574] : INFO : Epoch 1806 | loss: 0.0311721 | val_loss: 0.0311855 | Time: 3794.93 ms
[2022-04-17 10:51:47 main:574] : INFO : Epoch 1807 | loss: 0.0311697 | val_loss: 0.0311876 | Time: 3537.16 ms
[2022-04-17 10:51:51 main:574] : INFO : Epoch 1808 | loss: 0.0311703 | val_loss: 0.0311861 | Time: 3879.04 ms
[2022-04-17 10:51:55 main:574] : INFO : Epoch 1809 | loss: 0.0311703 | val_loss: 0.0311858 | Time: 3854.89 ms
[2022-04-17 10:51:59 main:574] : INFO : Epoch 1810 | loss: 0.0311715 | val_loss: 0.0311875 | Time: 3780.57 ms
[2022-04-17 10:52:03 main:574] : INFO : Epoch 1811 | loss: 0.0311726 | val_loss: 0.0311862 | Time: 3875.97 ms
[2022-04-17 10:52:07 main:574] : INFO : Epoch 1812 | loss: 0.0311765 | val_loss: 0.0311945 | Time: 3853.58 ms
[2022-04-17 10:52:11 main:574] : INFO : Epoch 1813 | loss: 0.0311786 | val_loss: 0.0311869 | Time: 3867.61 ms
[2022-04-17 10:52:14 main:574] : INFO : Epoch 1814 | loss: 0.0311758 | val_loss: 0.0311884 | Time: 3813.24 ms
[2022-04-17 10:52:18 main:574] : INFO : Epoch 1815 | loss: 0.0311765 | val_loss: 0.0311903 | Time: 3862.34 ms
[2022-04-17 10:52:22 main:574] : INFO : Epoch 1816 | loss: 0.0311747 | val_loss: 0.0311845 | Time: 3830.05 ms
[2022-04-17 10:52:26 main:574] : INFO : Epoch 1817 | loss: 0.0311726 | val_loss: 0.0311848 | Time: 3839.39 ms
[2022-04-17 10:52:30 main:574] : INFO : Epoch 1818 | loss: 0.0311735 | val_loss: 0.0311857 | Time: 3810.21 ms
[2022-04-17 10:52:34 main:574] : INFO : Epoch 1819 | loss: 0.031173 | val_loss: 0.0311886 | Time: 3825.44 ms
[2022-04-17 10:52:37 main:574] : INFO : Epoch 1820 | loss: 0.0311723 | val_loss: 0.0311844 | Time: 3789.18 ms
[2022-04-17 10:52:41 main:574] : INFO : Epoch 1821 | loss: 0.0311733 | val_loss: 0.0311853 | Time: 3218.65 ms
[2022-04-17 10:52:44 main:574] : INFO : Epoch 1822 | loss: 0.031173 | val_loss: 0.0311872 | Time: 3801.32 ms
[2022-04-17 10:52:48 main:574] : INFO : Epoch 1823 | loss: 0.0311724 | val_loss: 0.031187 | Time: 3826.35 ms
[2022-04-17 10:52:52 main:574] : INFO : Epoch 1824 | loss: 0.0311717 | val_loss: 0.0311863 | Time: 3842.3 ms
[2022-04-17 10:52:56 main:574] : INFO : Epoch 1825 | loss: 0.0311717 | val_loss: 0.0311839 | Time: 3856.28 ms
[2022-04-17 10:53:00 main:574] : INFO : Epoch 1826 | loss: 0.0311723 | val_loss: 0.0311868 | Time: 3956.05 ms
[2022-04-17 10:53:04 main:574] : INFO : Epoch 1827 | loss: 0.0311731 | val_loss: 0.0311855 | Time: 3784.09 ms
[2022-04-17 10:53:08 main:574] : INFO : Epoch 1828 | loss: 0.0311725 | val_loss: 0.0311846 | Time: 3839.56 ms
[2022-04-17 10:53:11 main:574] : INFO : Epoch 1829 | loss: 0.0311718 | val_loss: 0.031187 | Time: 3742.54 ms
[2022-04-17 10:53:15 main:574] : INFO : Epoch 1830 | loss: 0.0311709 | val_loss: 0.0311872 | Time: 3639.87 ms
[2022-04-17 10:53:19 main:574] : INFO : Epoch 1831 | loss: 0.0311713 | val_loss: 0.0311867 | Time: 3604.74 ms
[2022-04-17 10:53:22 main:574] : INFO : Epoch 1832 | loss: 0.0311719 | val_loss: 0.0311874 | Time: 3826.69 ms
[2022-04-17 10:53:26 main:574] : INFO : Epoch 1833 | loss: 0.0311731 | val_loss: 0.0311898 | Time: 3811.45 ms
[2022-04-17 10:53:30 main:574] : INFO : Epoch 1834 | loss: 0.0311712 | val_loss: 0.0311892 | Time: 3824.77 ms
[2022-04-17 10:53:34 main:574] : INFO : Epoch 1835 | loss: 0.031171 | val_loss: 0.0311865 | Time: 3812.12 ms
[2022-04-17 10:53:37 main:574] : INFO : Epoch 1836 | loss: 0.0311709 | val_loss: 0.0311922 | Time: 3565.07 ms
[2022-04-17 10:53:41 main:574] : INFO : Epoch 1837 | loss: 0.0311711 | val_loss: 0.0311858 | Time: 3579.05 ms
[2022-04-17 10:53:45 main:574] : INFO : Epoch 1838 | loss: 0.0311701 | val_loss: 0.0311862 | Time: 3956.09 ms
[2022-04-17 10:53:49 main:574] : INFO : Epoch 1839 | loss: 0.0311706 | val_loss: 0.031188 | Time: 3806.6 ms
[2022-04-17 10:53:53 main:574] : INFO : Epoch 1840 | loss: 0.0311717 | val_loss: 0.0311898 | Time: 3817.22 ms
[2022-04-17 10:53:56 main:574] : INFO : Epoch 1841 | loss: 0.0311711 | val_loss: 0.0311865 | Time: 3784.89 ms
[2022-04-17 10:54:00 main:574] : INFO : Epoch 1842 | loss: 0.0311716 | val_loss: 0.0311858 | Time: 3894.37 ms
[2022-04-17 10:54:04 main:574] : INFO : Epoch 1843 | loss: 0.0311713 | val_loss: 0.0311886 | Time: 3820.17 ms
[2022-04-17 10:54:08 main:574] : INFO : Epoch 1844 | loss: 0.0311754 | val_loss: 0.0311914 | Time: 3881 ms
[2022-04-17 10:54:12 main:574] : INFO : Epoch 1845 | loss: 0.0311749 | val_loss: 0.031189 | Time: 3770.04 ms
[2022-04-17 10:54:16 main:574] : INFO : Epoch 1846 | loss: 0.0311771 | val_loss: 0.0311942 | Time: 3832.43 ms
[2022-04-17 10:54:19 main:574] : INFO : Epoch 1847 | loss: 0.0312057 | val_loss: 0.0312527 | Time: 3732.64 ms
[2022-04-17 10:54:23 main:574] : INFO : Epoch 1848 | loss: 0.0321162 | val_loss: 0.0317497 | Time: 3742.97 ms
[2022-04-17 10:54:27 main:574] : INFO : Epoch 1849 | loss: 0.0313855 | val_loss: 0.0312468 | Time: 3725.77 ms
[2022-04-17 10:54:31 main:574] : INFO : Epoch 1850 | loss: 0.0312355 | val_loss: 0.0312095 | Time: 3836.55 ms
[2022-04-17 10:54:34 main:574] : INFO : Epoch 1851 | loss: 0.031198 | val_loss: 0.0311982 | Time: 3603.32 ms
[2022-04-17 10:54:38 main:574] : INFO : Epoch 1852 | loss: 0.0311852 | val_loss: 0.0311891 | Time: 3738.3 ms
[2022-04-17 10:54:42 main:574] : INFO : Epoch 1853 | loss: 0.0311807 | val_loss: 0.0312015 | Time: 3811.23 ms
[2022-04-17 10:54:46 main:574] : INFO : Epoch 1854 | loss: 0.0311755 | val_loss: 0.0311924 | Time: 3788.5 ms
[2022-04-17 10:54:49 main:574] : INFO : Epoch 1855 | loss: 0.0311739 | val_loss: 0.0311895 | Time: 3711.91 ms
[2022-04-17 10:54:53 main:574] : INFO : Epoch 1856 | loss: 0.0311754 | val_loss: 0.031187 | Time: 3824.2 ms
[2022-04-17 10:54:57 main:574] : INFO : Epoch 1857 | loss: 0.0311759 | val_loss: 0.0311853 | Time: 3782.36 ms
[2022-04-17 10:55:01 main:574] : INFO : Epoch 1858 | loss: 0.031171 | val_loss: 0.0311864 | Time: 3933.03 ms
[2022-04-17 10:55:04 main:574] : INFO : Epoch 1859 | loss: 0.0311705 | val_loss: 0.031188 | Time: 3186.08 ms
[2022-04-17 10:55:07 main:574] : INFO : Epoch 1860 | loss: 0.0311703 | val_loss: 0.0311869 | Time: 3233.28 ms
[2022-04-17 10:55:11 main:574] : INFO : Epoch 1861 | loss: 0.0311702 | val_loss: 0.0311879 | Time: 3827.69 ms
[2022-04-17 10:55:15 main:574] : INFO : Epoch 1862 | loss: 0.0311698 | val_loss: 0.0311883 | Time: 3793.43 ms
[2022-04-17 10:55:18 main:574] : INFO : Epoch 1863 | loss: 0.0311704 | val_loss: 0.0311865 | Time: 3546.14 ms
[2022-04-17 10:55:22 main:574] : INFO : Epoch 1864 | loss: 0.0311705 | val_loss: 0.0311884 | Time: 3845.24 ms
[2022-04-17 10:55:26 main:574] : INFO : Epoch 1865 | loss: 0.031171 | val_loss: 0.0311871 | Time: 3778.2 ms
[2022-04-17 10:55:30 main:574] : INFO : Epoch 1866 | loss: 0.0311726 | val_loss: 0.0311954 | Time: 3771.55 ms
[2022-04-17 10:55:34 main:574] : INFO : Epoch 1867 | loss: 0.0311724 | val_loss: 0.0311897 | Time: 3732.82 ms
[2022-04-17 10:55:38 main:574] : INFO : Epoch 1868 | loss: 0.0311721 | val_loss: 0.0311868 | Time: 3878.72 ms
[2022-04-17 10:55:42 main:574] : INFO : Epoch 1869 | loss: 0.0311733 | val_loss: 0.0311943 | Time: 4131.9 ms
[2022-04-17 10:55:46 main:574] : INFO : Epoch 1870 | loss: 0.0311718 | val_loss: 0.0311871 | Time: 4132.45 ms
[2022-04-17 10:55:50 main:574] : INFO : Epoch 1871 | loss: 0.0311706 | val_loss: 0.0311873 | Time: 4144.71 ms
[2022-04-17 10:55:54 main:574] : INFO : Epoch 1872 | loss: 0.0311699 | val_loss: 0.0311874 | Time: 4052.91 ms
[2022-04-17 10:55:58 main:574] : INFO : Epoch 1873 | loss: 0.03117 | val_loss: 0.0311882 | Time: 3953.58 ms
[2022-04-17 10:56:02 main:574] : INFO : Epoch 1874 | loss: 0.0311683 | val_loss: 0.0311869 | Time: 3951.71 ms
[2022-04-17 10:56:06 main:574] : INFO : Epoch 1875 | loss: 0.0311696 | val_loss: 0.0311935 | Time: 3887.46 ms
[2022-04-17 10:56:09 main:574] : INFO : Epoch 1876 | loss: 0.0311714 | val_loss: 0.03119 | Time: 3702.59 ms
[2022-04-17 10:56:13 main:574] : INFO : Epoch 1877 | loss: 0.0311709 | val_loss: 0.0311881 | Time: 3562.76 ms
[2022-04-17 10:56:16 main:574] : INFO : Epoch 1878 | loss: 0.0311695 | val_loss: 0.0311883 | Time: 3144.46 ms
[2022-04-17 10:56:20 main:574] : INFO : Epoch 1879 | loss: 0.0311696 | val_loss: 0.0311863 | Time: 3785.31 ms
[2022-04-17 10:56:24 main:574] : INFO : Epoch 1880 | loss: 0.03117 | val_loss: 0.0311873 | Time: 3672.33 ms
[2022-04-17 10:56:28 main:574] : INFO : Epoch 1881 | loss: 0.0311725 | val_loss: 0.0311863 | Time: 4106.95 ms
[2022-04-17 10:56:32 main:574] : INFO : Epoch 1882 | loss: 0.031171 | val_loss: 0.0311888 | Time: 3858.98 ms
[2022-04-17 10:56:36 main:574] : INFO : Epoch 1883 | loss: 0.0311684 | val_loss: 0.0311871 | Time: 3905.88 ms
[2022-04-17 10:56:40 main:574] : INFO : Epoch 1884 | loss: 0.0311699 | val_loss: 0.0311879 | Time: 4064.84 ms
[2022-04-17 10:56:43 main:574] : INFO : Epoch 1885 | loss: 0.031169 | val_loss: 0.0311884 | Time: 3873.1 ms
[2022-04-17 10:56:47 main:574] : INFO : Epoch 1886 | loss: 0.0311695 | val_loss: 0.03119 | Time: 3922.45 ms
[2022-04-17 10:56:51 main:574] : INFO : Epoch 1887 | loss: 0.0311682 | val_loss: 0.0311951 | Time: 3796.86 ms
[2022-04-17 10:56:55 main:574] : INFO : Epoch 1888 | loss: 0.0311698 | val_loss: 0.0311868 | Time: 3742.58 ms
[2022-04-17 10:56:58 main:574] : INFO : Epoch 1889 | loss: 0.0311702 | val_loss: 0.0311899 | Time: 3456.64 ms
[2022-04-17 10:57:02 main:574] : INFO : Epoch 1890 | loss: 0.0311697 | val_loss: 0.0311915 | Time: 3950.47 ms
[2022-04-17 10:57:06 main:574] : INFO : Epoch 1891 | loss: 0.0311728 | val_loss: 0.0311965 | Time: 3813.76 ms
[2022-04-17 10:57:10 main:574] : INFO : Epoch 1892 | loss: 0.031175 | val_loss: 0.0311964 | Time: 3707.75 ms
[2022-04-17 10:57:14 main:574] : INFO : Epoch 1893 | loss: 0.0311734 | val_loss: 0.0311877 | Time: 3617.22 ms
[2022-04-17 10:57:17 main:574] : INFO : Epoch 1894 | loss: 0.0311693 | val_loss: 0.0311866 | Time: 3116.86 ms
[2022-04-17 10:57:20 main:574] : INFO : Epoch 1895 | loss: 0.0311701 | val_loss: 0.0311908 | Time: 3753.91 ms
[2022-04-17 10:57:24 main:574] : INFO : Epoch 1896 | loss: 0.0311707 | val_loss: 0.0311894 | Time: 3871.4 ms
[2022-04-17 10:57:28 main:574] : INFO : Epoch 1897 | loss: 0.0311718 | val_loss: 0.0311908 | Time: 3676.78 ms
[2022-04-17 10:57:32 main:574] : INFO : Epoch 1898 | loss: 0.0311707 | val_loss: 0.0311912 | Time: 3598.63 ms
[2022-04-17 10:57:35 main:574] : INFO : Epoch 1899 | loss: 0.0311695 | val_loss: 0.0311915 | Time: 3657.32 ms
[2022-04-17 10:57:39 main:574] : INFO : Epoch 1900 | loss: 0.0311706 | val_loss: 0.0311895 | Time: 3601.64 ms
[2022-04-17 10:57:43 main:574] : INFO : Epoch 1901 | loss: 0.0311708 | val_loss: 0.0311899 | Time: 3847.86 ms
[2022-04-17 10:57:46 main:574] : INFO : Epoch 1902 | loss: 0.0311699 | val_loss: 0.0311908 | Time: 3670.01 ms
[2022-04-17 10:57:50 main:574] : INFO : Epoch 1903 | loss: 0.031171 | val_loss: 0.031189 | Time: 3755.28 ms
[2022-04-17 10:57:54 main:574] : INFO : Epoch 1904 | loss: 0.0311685 | val_loss: 0.0311896 | Time: 3658.72 ms
[2022-04-17 10:57:57 main:574] : INFO : Epoch 1905 | loss: 0.0311709 | val_loss: 0.0311885 | Time: 3625.45 ms
[2022-04-17 10:58:01 main:574] : INFO : Epoch 1906 | loss: 0.0311709 | val_loss: 0.0311902 | Time: 3814.79 ms
[2022-04-17 10:58:05 main:574] : INFO : Epoch 1907 | loss: 0.0311731 | val_loss: 0.0311867 | Time: 3752.38 ms
[2022-04-17 10:58:09 main:574] : INFO : Epoch 1908 | loss: 0.0311742 | val_loss: 0.0311889 | Time: 3511.86 ms
[2022-04-17 10:58:12 main:574] : INFO : Epoch 1909 | loss: 0.0311722 | val_loss: 0.0311873 | Time: 3445.6 ms
[2022-04-17 10:58:16 main:574] : INFO : Epoch 1910 | loss: 0.031173 | val_loss: 0.0311867 | Time: 3559.31 ms
[2022-04-17 10:58:19 main:574] : INFO : Epoch 1911 | loss: 0.0311718 | val_loss: 0.0311871 | Time: 3454.6 ms
[2022-04-17 10:58:22 main:574] : INFO : Epoch 1912 | loss: 0.0311725 | val_loss: 0.0311854 | Time: 3499.73 ms
[2022-04-17 10:58:26 main:574] : INFO : Epoch 1913 | loss: 0.0311718 | val_loss: 0.0311881 | Time: 3721.34 ms
[2022-04-17 10:58:30 main:574] : INFO : Epoch 1914 | loss: 0.0311724 | val_loss: 0.0311889 | Time: 3656.07 ms
[2022-04-17 10:58:33 main:574] : INFO : Epoch 1915 | loss: 0.0311722 | val_loss: 0.0311878 | Time: 3610.84 ms
[2022-04-17 10:58:37 main:574] : INFO : Epoch 1916 | loss: 0.0311714 | val_loss: 0.0311865 | Time: 3590.31 ms
[2022-04-17 10:58:41 main:574] : INFO : Epoch 1917 | loss: 0.0311733 | val_loss: 0.0311891 | Time: 3721.72 ms
[2022-04-17 10:58:45 main:574] : INFO : Epoch 1918 | loss: 0.0311726 | val_loss: 0.0311861 | Time: 3851.12 ms
[2022-04-17 10:58:48 main:574] : INFO : Epoch 1919 | loss: 0.0311718 | val_loss: 0.0311867 | Time: 3801.12 ms
[2022-04-17 10:58:52 main:574] : INFO : Epoch 1920 | loss: 0.0311709 | val_loss: 0.0311866 | Time: 3439.06 ms
[2022-04-17 10:58:55 main:574] : INFO : Epoch 1921 | loss: 0.0311718 | val_loss: 0.0311881 | Time: 3405.2 ms
[2022-04-17 10:58:59 main:574] : INFO : Epoch 1922 | loss: 0.0311719 | val_loss: 0.0311881 | Time: 3607.25 ms
[2022-04-17 10:59:03 main:574] : INFO : Epoch 1923 | loss: 0.0311699 | val_loss: 0.0311873 | Time: 3754.02 ms
[2022-04-17 10:59:06 main:574] : INFO : Epoch 1924 | loss: 0.0311707 | val_loss: 0.0311891 | Time: 3728.62 ms
[2022-04-17 10:59:10 main:574] : INFO : Epoch 1925 | loss: 0.0311706 | val_loss: 0.0311906 | Time: 3564.94 ms
[2022-04-17 10:59:13 main:574] : INFO : Epoch 1926 | loss: 0.0311712 | val_loss: 0.0311894 | Time: 3475.46 ms
[2022-04-17 10:59:17 main:574] : INFO : Epoch 1927 | loss: 0.0311702 | val_loss: 0.0311894 | Time: 3746.01 ms
[2022-04-17 10:59:21 main:574] : INFO : Epoch 1928 | loss: 0.0311699 | val_loss: 0.0311877 | Time: 3763.99 ms
[2022-04-17 10:59:25 main:574] : INFO : Epoch 1929 | loss: 0.0311696 | val_loss: 0.0311879 | Time: 3728.93 ms
[2022-04-17 10:59:28 main:574] : INFO : Epoch 1930 | loss: 0.031169 | val_loss: 0.0311892 | Time: 3671.89 ms
[2022-04-17 10:59:32 main:574] : INFO : Epoch 1931 | loss: 0.0311691 | val_loss: 0.0311862 | Time: 3497.61 ms
[2022-04-17 10:59:36 main:574] : INFO : Epoch 1932 | loss: 0.0311692 | val_loss: 0.0311884 | Time: 3671.62 ms
[2022-04-17 10:59:39 main:574] : INFO : Epoch 1933 | loss: 0.0311693 | val_loss: 0.0311866 | Time: 3752.03 ms
[2022-04-17 10:59:43 main:574] : INFO : Epoch 1934 | loss: 0.031169 | val_loss: 0.0311886 | Time: 3530.88 ms
[2022-04-17 10:59:46 main:574] : INFO : Epoch 1935 | loss: 0.0311681 | val_loss: 0.031188 | Time: 3576.47 ms
[2022-04-17 10:59:50 main:574] : INFO : Epoch 1936 | loss: 0.0311767 | val_loss: 0.0311882 | Time: 3600.5 ms
[2022-04-17 10:59:54 main:574] : INFO : Epoch 1937 | loss: 0.0311829 | val_loss: 0.0311893 | Time: 3605.5 ms
[2022-04-17 10:59:57 main:574] : INFO : Epoch 1938 | loss: 0.0311794 | val_loss: 0.0311871 | Time: 3752.91 ms
[2022-04-17 11:00:01 main:574] : INFO : Epoch 1939 | loss: 0.0311766 | val_loss: 0.0311866 | Time: 3805.34 ms
[2022-04-17 11:00:05 main:574] : INFO : Epoch 1940 | loss: 0.0311772 | val_loss: 0.0311914 | Time: 3577.59 ms
[2022-04-17 11:00:08 main:574] : INFO : Epoch 1941 | loss: 0.0311777 | val_loss: 0.0311881 | Time: 3481.81 ms
[2022-04-17 11:00:12 main:574] : INFO : Epoch 1942 | loss: 0.0311774 | val_loss: 0.0311885 | Time: 3611.84 ms
[2022-04-17 11:00:16 main:574] : INFO : Epoch 1943 | loss: 0.0311816 | val_loss: 0.0311891 | Time: 3565.21 ms
[2022-04-17 11:00:19 main:574] : INFO : Epoch 1944 | loss: 0.0311777 | val_loss: 0.0311866 | Time: 3087.5 ms
[2022-04-17 11:00:22 main:574] : INFO : Epoch 1945 | loss: 0.0311775 | val_loss: 0.031186 | Time: 3572.78 ms
[2022-04-17 11:00:26 main:574] : INFO : Epoch 1946 | loss: 0.03118 | val_loss: 0.0311909 | Time: 3548.19 ms
[2022-04-17 11:00:29 main:574] : INFO : Epoch 1947 | loss: 0.031178 | val_loss: 0.0311884 | Time: 3545.8 ms
[2022-04-17 11:00:33 main:574] : INFO : Epoch 1948 | loss: 0.031175 | val_loss: 0.0311867 | Time: 3511.08 ms
[2022-04-17 11:00:36 main:574] : INFO : Epoch 1949 | loss: 0.0311758 | val_loss: 0.0311934 | Time: 3467.66 ms
[2022-04-17 11:00:40 main:574] : INFO : Epoch 1950 | loss: 0.0311778 | val_loss: 0.031189 | Time: 3504.79 ms
[2022-04-17 11:00:43 main:574] : INFO : Epoch 1951 | loss: 0.0311763 | val_loss: 0.0311866 | Time: 3468.57 ms
[2022-04-17 11:00:47 main:574] : INFO : Epoch 1952 | loss: 0.0311767 | val_loss: 0.0311856 | Time: 3592.66 ms
[2022-04-17 11:00:51 main:574] : INFO : Epoch 1953 | loss: 0.0311748 | val_loss: 0.0311864 | Time: 3710.32 ms
[2022-04-17 11:00:54 main:574] : INFO : Epoch 1954 | loss: 0.0311759 | val_loss: 0.0311848 | Time: 3736.19 ms
[2022-04-17 11:00:58 main:574] : INFO : Epoch 1955 | loss: 0.0311752 | val_loss: 0.0311887 | Time: 3606.89 ms
[2022-04-17 11:01:02 main:574] : INFO : Epoch 1956 | loss: 0.0311767 | val_loss: 0.0311883 | Time: 3817.52 ms
[2022-04-17 11:01:06 main:574] : INFO : Epoch 1957 | loss: 0.0311784 | val_loss: 0.0311881 | Time: 3746.94 ms
[2022-04-17 11:01:09 main:574] : INFO : Epoch 1958 | loss: 0.0311795 | val_loss: 0.0311829 | Time: 3739.2 ms
[2022-04-17 11:01:13 main:574] : INFO : Epoch 1959 | loss: 0.0311751 | val_loss: 0.0311859 | Time: 3430.56 ms
[2022-04-17 11:01:16 main:574] : INFO : Epoch 1960 | loss: 0.0311762 | val_loss: 0.0311853 | Time: 3420.87 ms
[2022-04-17 11:01:19 main:574] : INFO : Epoch 1961 | loss: 0.0311772 | val_loss: 0.0311864 | Time: 3363.93 ms
[2022-04-17 11:01:23 main:574] : INFO : Epoch 1962 | loss: 0.0311787 | val_loss: 0.0311943 | Time: 3373.67 ms
[2022-04-17 11:01:26 main:574] : INFO : Epoch 1963 | loss: 0.0311772 | val_loss: 0.0311931 | Time: 3515.38 ms
[2022-04-17 11:01:30 main:574] : INFO : Epoch 1964 | loss: 0.0311773 | val_loss: 0.0311887 | Time: 3634.41 ms
[2022-04-17 11:01:34 main:574] : INFO : Epoch 1965 | loss: 0.0311759 | val_loss: 0.0311868 | Time: 3553.22 ms
[2022-04-17 11:01:37 main:574] : INFO : Epoch 1966 | loss: 0.0311738 | val_loss: 0.031187 | Time: 3623.74 ms
[2022-04-17 11:01:41 main:574] : INFO : Epoch 1967 | loss: 0.0311733 | val_loss: 0.0311872 | Time: 3385.11 ms
[2022-04-17 11:01:44 main:574] : INFO : Epoch 1968 | loss: 0.0311728 | val_loss: 0.0311893 | Time: 3378.88 ms
[2022-04-17 11:01:48 main:574] : INFO : Epoch 1969 | loss: 0.0311728 | val_loss: 0.0311874 | Time: 3805.33 ms
[2022-04-17 11:01:52 main:574] : INFO : Epoch 1970 | loss: 0.0311747 | val_loss: 0.0311899 | Time: 3768.96 ms
[2022-04-17 11:01:55 main:574] : INFO : Epoch 1971 | loss: 0.0311753 | val_loss: 0.0311879 | Time: 3600.37 ms
[2022-04-17 11:01:59 main:574] : INFO : Epoch 1972 | loss: 0.0311737 | val_loss: 0.031189 | Time: 3549.23 ms
[2022-04-17 11:02:03 main:574] : INFO : Epoch 1973 | loss: 0.0311737 | val_loss: 0.0311951 | Time: 4008.6 ms
[2022-04-17 11:02:06 main:574] : INFO : Epoch 1974 | loss: 0.031174 | val_loss: 0.0311875 | Time: 3712.98 ms
[2022-04-17 11:02:10 main:574] : INFO : Epoch 1975 | loss: 0.0311729 | val_loss: 0.0311877 | Time: 3783.14 ms
[2022-04-17 11:02:14 main:574] : INFO : Epoch 1976 | loss: 0.0311729 | val_loss: 0.0311868 | Time: 3592.75 ms
[2022-04-17 11:02:18 main:574] : INFO : Epoch 1977 | loss: 0.0311728 | val_loss: 0.0311889 | Time: 3796.22 ms
[2022-04-17 11:02:21 main:574] : INFO : Epoch 1978 | loss: 0.0311728 | val_loss: 0.0311961 | Time: 3705.29 ms
[2022-04-17 11:02:25 main:574] : INFO : Epoch 1979 | loss: 0.0311744 | val_loss: 0.0311964 | Time: 3750.91 ms
[2022-04-17 11:02:29 main:574] : INFO : Epoch 1980 | loss: 0.0311731 | val_loss: 0.0311867 | Time: 3609.26 ms
[2022-04-17 11:02:33 main:574] : INFO : Epoch 1981 | loss: 0.0311727 | val_loss: 0.0311875 | Time: 3767.94 ms
[2022-04-17 11:02:36 main:574] : INFO : Epoch 1982 | loss: 0.0311735 | val_loss: 0.0311978 | Time: 3733.61 ms
[2022-04-17 11:02:40 main:574] : INFO : Epoch 1983 | loss: 0.0311747 | val_loss: 0.031194 | Time: 3767.99 ms
[2022-04-17 11:02:44 main:574] : INFO : Epoch 1984 | loss: 0.0311791 | val_loss: 0.0311906 | Time: 3777.44 ms
[2022-04-17 11:02:48 main:574] : INFO : Epoch 1985 | loss: 0.0311791 | val_loss: 0.0311865 | Time: 3788.79 ms
[2022-04-17 11:02:51 main:574] : INFO : Epoch 1986 | loss: 0.0311741 | val_loss: 0.0311867 | Time: 3816.6 ms
[2022-04-17 11:02:55 main:574] : INFO : Epoch 1987 | loss: 0.0311723 | val_loss: 0.0311882 | Time: 3691.72 ms
[2022-04-17 11:02:59 main:574] : INFO : Epoch 1988 | loss: 0.0311712 | val_loss: 0.0311885 | Time: 3685.77 ms
[2022-04-17 11:03:03 main:574] : INFO : Epoch 1989 | loss: 0.0311733 | val_loss: 0.0311873 | Time: 3910.77 ms
[2022-04-17 11:03:07 main:574] : INFO : Epoch 1990 | loss: 0.0311723 | val_loss: 0.0311876 | Time: 3815.49 ms
[2022-04-17 11:03:10 main:574] : INFO : Epoch 1991 | loss: 0.0311721 | val_loss: 0.0311882 | Time: 3653.87 ms
[2022-04-17 11:03:14 main:574] : INFO : Epoch 1992 | loss: 0.0311735 | val_loss: 0.0311866 | Time: 3766.72 ms
[2022-04-17 11:03:18 main:574] : INFO : Epoch 1993 | loss: 0.0311722 | val_loss: 0.0311888 | Time: 3711.56 ms
[2022-04-17 11:03:21 main:574] : INFO : Epoch 1994 | loss: 0.0311715 | val_loss: 0.0311949 | Time: 3710.13 ms
[2022-04-17 11:03:25 main:574] : INFO : Epoch 1995 | loss: 0.0311724 | val_loss: 0.0311878 | Time: 3771.25 ms
[2022-04-17 11:03:29 main:574] : INFO : Epoch 1996 | loss: 0.0311708 | val_loss: 0.0311878 | Time: 3814.24 ms
[2022-04-17 11:03:43 main:574] : INFO : Epoch 1997 | loss: 0.0311711 | val_loss: 0.0311891 | Time: 13968.7 ms
[2022-04-17 11:03:47 main:574] : INFO : Epoch 1998 | loss: 0.0311705 | val_loss: 0.0311858 | Time: 3770.27 ms
[2022-04-17 11:03:51 main:574] : INFO : Epoch 1999 | loss: 0.03117 | val_loss: 0.0311867 | Time: 3808.74 ms
[2022-04-17 11:03:54 main:574] : INFO : Epoch 2000 | loss: 0.0311721 | val_loss: 0.0311863 | Time: 3744.39 ms
[2022-04-17 11:03:58 main:574] : INFO : Epoch 2001 | loss: 0.0311716 | val_loss: 0.0311858 | Time: 3706.32 ms
[2022-04-17 11:04:02 main:574] : INFO : Epoch 2002 | loss: 0.0311703 | val_loss: 0.0311876 | Time: 3862.67 ms
[2022-04-17 11:04:06 main:574] : INFO : Epoch 2003 | loss: 0.0311697 | val_loss: 0.031184 | Time: 3716.73 ms
[2022-04-17 11:04:09 main:574] : INFO : Epoch 2004 | loss: 0.0311689 | val_loss: 0.0311857 | Time: 3482.87 ms
[2022-04-17 11:04:13 main:574] : INFO : Epoch 2005 | loss: 0.0311697 | val_loss: 0.031195 | Time: 3782.35 ms
[2022-04-17 11:04:17 main:574] : INFO : Epoch 2006 | loss: 0.0311715 | val_loss: 0.0311855 | Time: 3798.27 ms
[2022-04-17 11:04:21 main:574] : INFO : Epoch 2007 | loss: 0.03117 | val_loss: 0.0311862 | Time: 3824.91 ms
[2022-04-17 11:04:24 main:574] : INFO : Epoch 2008 | loss: 0.0311707 | val_loss: 0.0311902 | Time: 3757.4 ms
[2022-04-17 11:04:28 main:574] : INFO : Epoch 2009 | loss: 0.0311709 | val_loss: 0.0311904 | Time: 3635.63 ms
[2022-04-17 11:04:32 main:574] : INFO : Epoch 2010 | loss: 0.031172 | val_loss: 0.0311895 | Time: 3735.86 ms
[2022-04-17 11:04:35 main:574] : INFO : Epoch 2011 | loss: 0.0311729 | val_loss: 0.0311875 | Time: 3710.39 ms
[2022-04-17 11:04:39 main:574] : INFO : Epoch 2012 | loss: 0.0311717 | val_loss: 0.0311883 | Time: 3686.56 ms
[2022-04-17 11:04:43 main:574] : INFO : Epoch 2013 | loss: 0.03117 | val_loss: 0.0311887 | Time: 3791.05 ms
[2022-04-17 11:04:47 main:574] : INFO : Epoch 2014 | loss: 0.0311694 | val_loss: 0.0311857 | Time: 3781.9 ms
[2022-04-17 11:04:50 main:574] : INFO : Epoch 2015 | loss: 0.0311711 | val_loss: 0.0311945 | Time: 3805.34 ms
[2022-04-17 11:04:54 main:574] : INFO : Epoch 2016 | loss: 0.0311728 | val_loss: 0.0311889 | Time: 3728.9 ms
[2022-04-17 11:04:58 main:574] : INFO : Epoch 2017 | loss: 0.0311698 | val_loss: 0.0311844 | Time: 3547.61 ms
[2022-04-17 11:05:01 main:574] : INFO : Epoch 2018 | loss: 0.0311706 | val_loss: 0.0311908 | Time: 3498.29 ms
[2022-04-17 11:05:05 main:574] : INFO : Epoch 2019 | loss: 0.0311691 | val_loss: 0.0311855 | Time: 3729.81 ms
[2022-04-17 11:05:09 main:574] : INFO : Epoch 2020 | loss: 0.0311728 | val_loss: 0.0311854 | Time: 3761.32 ms
[2022-04-17 11:05:12 main:574] : INFO : Epoch 2021 | loss: 0.031173 | val_loss: 0.0311865 | Time: 3703.54 ms
[2022-04-17 11:05:16 main:574] : INFO : Epoch 2022 | loss: 0.031172 | val_loss: 0.0311857 | Time: 3800.17 ms
[2022-04-17 11:05:20 main:574] : INFO : Epoch 2023 | loss: 0.0311724 | val_loss: 0.0311852 | Time: 3649.07 ms
[2022-04-17 11:05:24 main:574] : INFO : Epoch 2024 | loss: 0.0311721 | val_loss: 0.0311857 | Time: 3685.32 ms
[2022-04-17 11:05:27 main:574] : INFO : Epoch 2025 | loss: 0.0311715 | val_loss: 0.031185 | Time: 3719.15 ms
[2022-04-17 11:05:31 main:574] : INFO : Epoch 2026 | loss: 0.0311699 | val_loss: 0.0311868 | Time: 3748.54 ms
[2022-04-17 11:05:35 main:574] : INFO : Epoch 2027 | loss: 0.0311699 | val_loss: 0.0311832 | Time: 3707.25 ms
[2022-04-17 11:05:39 main:574] : INFO : Epoch 2028 | loss: 0.0311709 | val_loss: 0.0311874 | Time: 3770.25 ms
[2022-04-17 11:05:42 main:574] : INFO : Epoch 2029 | loss: 0.0311716 | val_loss: 0.0311891 | Time: 3622.35 ms
[2022-04-17 11:05:46 main:574] : INFO : Epoch 2030 | loss: 0.0311703 | val_loss: 0.0311875 | Time: 3615.27 ms
[2022-04-17 11:05:49 main:574] : INFO : Epoch 2031 | loss: 0.0311736 | val_loss: 0.0311892 | Time: 3613.1 ms
[2022-04-17 11:05:53 main:574] : INFO : Epoch 2032 | loss: 0.0311708 | val_loss: 0.0311853 | Time: 3790.27 ms
[2022-04-17 11:05:57 main:574] : INFO : Epoch 2033 | loss: 0.031172 | val_loss: 0.0311896 | Time: 3752.52 ms
[2022-04-17 11:06:00 main:574] : INFO : Epoch 2034 | loss: 0.0311707 | val_loss: 0.0311865 | Time: 3471.11 ms
[2022-04-17 11:06:04 main:574] : INFO : Epoch 2035 | loss: 0.03117 | val_loss: 0.0311941 | Time: 3724.23 ms
[2022-04-17 11:06:08 main:574] : INFO : Epoch 2036 | loss: 0.0311707 | val_loss: 0.0311887 | Time: 3692.26 ms
[2022-04-17 11:06:12 main:574] : INFO : Epoch 2037 | loss: 0.0311698 | val_loss: 0.0311865 | Time: 3759.69 ms
[2022-04-17 11:06:15 main:574] : INFO : Epoch 2038 | loss: 0.031169 | val_loss: 0.031185 | Time: 3753.55 ms
[2022-04-17 11:06:19 main:574] : INFO : Epoch 2039 | loss: 0.0311691 | val_loss: 0.0311927 | Time: 3749.72 ms
[2022-04-17 11:06:23 main:574] : INFO : Epoch 2040 | loss: 0.0311704 | val_loss: 0.0311864 | Time: 3763.26 ms
[2022-04-17 11:06:27 main:574] : INFO : Epoch 2041 | loss: 0.031172 | val_loss: 0.0311855 | Time: 3753.37 ms
[2022-04-17 11:06:30 main:574] : INFO : Epoch 2042 | loss: 0.0311716 | val_loss: 0.0311918 | Time: 3736.94 ms
[2022-04-17 11:06:34 main:574] : INFO : Epoch 2043 | loss: 0.0311703 | val_loss: 0.0311892 | Time: 3808.41 ms
[2022-04-17 11:06:38 main:574] : INFO : Epoch 2044 | loss: 0.0311717 | val_loss: 0.0312049 | Time: 3705.68 ms
[2022-04-17 11:06:42 main:574] : INFO : Epoch 2045 | loss: 0.0311725 | val_loss: 0.0311877 | Time: 3748.1 ms
[2022-04-17 11:06:45 main:574] : INFO : Epoch 2046 | loss: 0.031169 | val_loss: 0.0311855 | Time: 3796.04 ms
[2022-04-17 11:06:49 main:574] : INFO : Epoch 2047 | loss: 0.0311682 | val_loss: 0.0311931 | Time: 3810.58 ms
[2022-04-17 11:06:53 main:574] : INFO : Epoch 2048 | loss: 0.0311702 | val_loss: 0.031185 | Time: 3690.95 ms
[2022-04-17 11:06:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031185
[2022-04-17 11:06:53 main:603] : INFO : Saving end state to config to file
[2022-04-17 11:06:53 main:608] : INFO : Success, exiting..
11:06:53 (38788): 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)