Task 12877677
| Name | ParityModified-1645998435-8055-1-0_1 |
| Workunit | 9698146 |
| Created | 10 Mar 2022, 14:01:15 UTC |
| Sent | 10 Mar 2022, 15:27:54 UTC |
| Report deadline | 18 Mar 2022, 15:27:54 UTC |
| Received | 13 Mar 2022, 12:26:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17123 |
| Run time | 3 hours 23 min 38 sec |
| CPU time | 3 hours 16 min 2 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,116.60 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 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: 0.0311719 | val_loss: 0.0311845 | Time: 3782.08 ms
[2022-03-13 12:54:59 main:574] : INFO : Epoch 1543 | loss: 0.0311703 | val_loss: 0.0311854 | Time: 3692.46 ms
[2022-03-13 12:55:03 main:574] : INFO : Epoch 1544 | loss: 0.0311703 | val_loss: 0.0311832 | Time: 3656.42 ms
[2022-03-13 12:55:06 main:574] : INFO : Epoch 1545 | loss: 0.0311701 | val_loss: 0.0311822 | Time: 3682.29 ms
[2022-03-13 12:55:10 main:574] : INFO : Epoch 1546 | loss: 0.0311693 | val_loss: 0.0311849 | Time: 3647.27 ms
[2022-03-13 12:55:14 main:574] : INFO : Epoch 1547 | loss: 0.0311691 | val_loss: 0.0311855 | Time: 3734.87 ms
[2022-03-13 12:55:17 main:574] : INFO : Epoch 1548 | loss: 0.031169 | val_loss: 0.0311851 | Time: 3715.88 ms
[2022-03-13 12:55:21 main:574] : INFO : Epoch 1549 | loss: 0.0311688 | val_loss: 0.0311844 | Time: 3640.35 ms
[2022-03-13 12:55:25 main:574] : INFO : Epoch 1550 | loss: 0.0311696 | val_loss: 0.0311854 | Time: 3709.35 ms
[2022-03-13 12:55:28 main:574] : INFO : Epoch 1551 | loss: 0.031167 | val_loss: 0.0311848 | Time: 3685.09 ms
[2022-03-13 12:55:32 main:574] : INFO : Epoch 1552 | loss: 0.0311662 | val_loss: 0.0311872 | Time: 3726.09 ms
[2022-03-13 12:55:36 main:574] : INFO : Epoch 1553 | loss: 0.0311687 | val_loss: 0.0311841 | Time: 3707.68 ms
[2022-03-13 12:55:40 main:574] : INFO : Epoch 1554 | loss: 0.0311686 | val_loss: 0.0311855 | Time: 3640.88 ms
[2022-03-13 12:55:43 main:574] : INFO : Epoch 1555 | loss: 0.0311672 | val_loss: 0.0311861 | Time: 3755.93 ms
[2022-03-13 12:55:47 main:574] : INFO : Epoch 1556 | loss: 0.0311683 | val_loss: 0.0311846 | Time: 3661.8 ms
[2022-03-13 12:55:51 main:574] : INFO : Epoch 1557 | loss: 0.0311697 | val_loss: 0.0311853 | Time: 3723.45 ms
[2022-03-13 12:55:55 main:574] : INFO : Epoch 1558 | loss: 0.0311688 | val_loss: 0.031193 | Time: 3876.48 ms
[2022-03-13 12:55:58 main:574] : INFO : Epoch 1559 | loss: 0.0311684 | val_loss: 0.031186 | Time: 3734.79 ms
[2022-03-13 12:56:02 main:574] : INFO : Epoch 1560 | loss: 0.0311672 | val_loss: 0.0311868 | Time: 3805.3 ms
[2022-03-13 12:56:06 main:574] : INFO : Epoch 1561 | loss: 0.0311709 | val_loss: 0.0311918 | Time: 3700.76 ms
[2022-03-13 12:56:09 main:574] : INFO : Epoch 1562 | loss: 0.0311727 | val_loss: 0.0311888 | Time: 3659.78 ms
[2022-03-13 12:56:13 main:574] : INFO : Epoch 1563 | loss: 0.0311724 | val_loss: 0.03119 | Time: 3662.81 ms
[2022-03-13 12:56:17 main:574] : INFO : Epoch 1564 | loss: 0.0311686 | val_loss: 0.0311885 | Time: 3887.81 ms
[2022-03-13 12:56:21 main:574] : INFO : Epoch 1565 | loss: 0.0311692 | val_loss: 0.0311879 | Time: 3879.88 ms
[2022-03-13 12:56:25 main:574] : INFO : Epoch 1566 | loss: 0.0311683 | val_loss: 0.0311874 | Time: 3718.41 ms
[2022-03-13 12:56:28 main:574] : INFO : Epoch 1567 | loss: 0.0311694 | val_loss: 0.0311937 | Time: 3709.94 ms
[2022-03-13 12:56:32 main:574] : INFO : Epoch 1568 | loss: 0.0311689 | val_loss: 0.0311884 | Time: 3811.07 ms
[2022-03-13 12:56:36 main:574] : INFO : Epoch 1569 | loss: 0.0311665 | val_loss: 0.0311839 | Time: 3748.2 ms
[2022-03-13 12:56:40 main:574] : INFO : Epoch 1570 | loss: 0.0311651 | val_loss: 0.0311856 | Time: 3892.64 ms
[2022-03-13 12:56:44 main:574] : INFO : Epoch 1571 | loss: 0.0311643 | val_loss: 0.0311858 | Time: 3712.04 ms
[2022-03-13 12:56:47 main:574] : INFO : Epoch 1572 | loss: 0.031165 | val_loss: 0.0311868 | Time: 3791.48 ms
[2022-03-13 12:56:51 main:574] : INFO : Epoch 1573 | loss: 0.0311661 | val_loss: 0.0311877 | Time: 3759.29 ms
[2022-03-13 12:56:55 main:574] : INFO : Epoch 1574 | loss: 0.0311673 | val_loss: 0.031188 | Time: 3808.35 ms
[2022-03-13 12:56:59 main:574] : INFO : Epoch 1575 | loss: 0.0311697 | val_loss: 0.0311964 | Time: 3775.66 ms
[2022-03-13 12:57:02 main:574] : INFO : Epoch 1576 | loss: 0.0311686 | val_loss: 0.0311957 | Time: 3716.42 ms
[2022-03-13 12:57:06 main:574] : INFO : Epoch 1577 | loss: 0.0311667 | val_loss: 0.031188 | Time: 3902.23 ms
[2022-03-13 12:57:10 main:574] : INFO : Epoch 1578 | loss: 0.0311636 | val_loss: 0.0311864 | Time: 3734.52 ms
[2022-03-13 12:57:14 main:574] : INFO : Epoch 1579 | loss: 0.0311645 | val_loss: 0.0311873 | Time: 3715.9 ms
[2022-03-13 12:57:18 main:574] : INFO : Epoch 1580 | loss: 0.0311646 | val_loss: 0.0311886 | Time: 3808.93 ms
[2022-03-13 12:57:21 main:574] : INFO : Epoch 1581 | loss: 0.0311651 | val_loss: 0.0311866 | Time: 3751.6 ms
[2022-03-13 12:57:25 main:574] : INFO : Epoch 1582 | loss: 0.0311655 | val_loss: 0.0311896 | Time: 3781.34 ms
[2022-03-13 12:57:29 main:574] : INFO : Epoch 1583 | loss: 0.0311643 | val_loss: 0.0311879 | Time: 3770.86 ms
[2022-03-13 12:57:33 main:574] : INFO : Epoch 1584 | loss: 0.0311667 | val_loss: 0.0311873 | Time: 3666.49 ms
[2022-03-13 12:57:36 main:574] : INFO : Epoch 1585 | loss: 0.0311735 | val_loss: 0.0311861 | Time: 3730.33 ms
[2022-03-13 12:57:40 main:574] : INFO : Epoch 1586 | loss: 0.0311804 | val_loss: 0.0311905 | Time: 3887.67 ms
[2022-03-13 12:57:44 main:574] : INFO : Epoch 1587 | loss: 0.0311835 | val_loss: 0.0311902 | Time: 3716.27 ms
[2022-03-13 12:57:48 main:574] : INFO : Epoch 1588 | loss: 0.0311832 | val_loss: 0.0311872 | Time: 3730.03 ms
[2022-03-13 12:57:51 main:574] : INFO : Epoch 1589 | loss: 0.0311819 | val_loss: 0.0311839 | Time: 3699.69 ms
[2022-03-13 12:57:55 main:574] : INFO : Epoch 1590 | loss: 0.0311794 | val_loss: 0.0311852 | Time: 3861.35 ms
[2022-03-13 12:57:59 main:574] : INFO : Epoch 1591 | loss: 0.0311826 | val_loss: 0.0311924 | Time: 3752.22 ms
[2022-03-13 12:58:03 main:574] : INFO : Epoch 1592 | loss: 0.031187 | val_loss: 0.0311888 | Time: 3674.31 ms
[2022-03-13 12:58:06 main:574] : INFO : Epoch 1593 | loss: 0.0311853 | val_loss: 0.0311915 | Time: 3694.25 ms
[2022-03-13 12:58:10 main:574] : INFO : Epoch 1594 | loss: 0.0311886 | val_loss: 0.0311919 | Time: 3649.89 ms
[2022-03-13 12:58:14 main:574] : INFO : Epoch 1595 | loss: 0.0311863 | val_loss: 0.0311908 | Time: 3761.61 ms
[2022-03-13 12:58:18 main:574] : INFO : Epoch 1596 | loss: 0.0311852 | val_loss: 0.0311888 | Time: 3686.99 ms
[2022-03-13 12:58:21 main:574] : INFO : Epoch 1597 | loss: 0.0311845 | val_loss: 0.0311894 | Time: 3713.53 ms
[2022-03-13 12:58:25 main:574] : INFO : Epoch 1598 | loss: 0.0311831 | val_loss: 0.0311904 | Time: 3701.46 ms
[2022-03-13 12:58:29 main:574] : INFO : Epoch 1599 | loss: 0.0311852 | val_loss: 0.0311889 | Time: 3844.69 ms
[2022-03-13 12:58:33 main:574] : INFO : Epoch 1600 | loss: 0.0311834 | val_loss: 0.0311891 | Time: 3808.64 ms
[2022-03-13 12:58:36 main:574] : INFO : Epoch 1601 | loss: 0.031182 | val_loss: 0.0311878 | Time: 3684.37 ms
[2022-03-13 12:58:40 main:574] : INFO : Epoch 1602 | loss: 0.0311828 | val_loss: 0.0311902 | Time: 3725.32 ms
[2022-03-13 12:58:44 main:574] : INFO : Epoch 1603 | loss: 0.0311816 | val_loss: 0.0311878 | Time: 3727.89 ms
[2022-03-13 12:58:48 main:574] : INFO : Epoch 1604 | loss: 0.0311816 | val_loss: 0.0311935 | Time: 3782.07 ms
[2022-03-13 12:58:51 main:574] : INFO : Epoch 1605 | loss: 0.0311824 | val_loss: 0.0311892 | Time: 3731.46 ms
[2022-03-13 12:58:55 main:574] : INFO : Epoch 1606 | loss: 0.0311818 | val_loss: 0.0311908 | Time: 3789.2 ms
[2022-03-13 12:58:59 main:574] : INFO : Epoch 1607 | loss: 0.0311812 | val_loss: 0.0311908 | Time: 3693.62 ms
[2022-03-13 12:59:03 main:574] : INFO : Epoch 1608 | loss: 0.0311903 | val_loss: 0.0311954 | Time: 3864.54 ms
[2022-03-13 12:59:06 main:574] : INFO : Epoch 1609 | loss: 0.0311932 | val_loss: 0.031195 | Time: 3732.27 ms
[2022-03-13 12:59:10 main:574] : INFO : Epoch 1610 | loss: 0.0311932 | val_loss: 0.0311911 | Time: 3731.18 ms
[2022-03-13 12:59:14 main:574] : INFO : Epoch 1611 | loss: 0.03119 | val_loss: 0.0311953 | Time: 3972.78 ms
[2022-03-13 12:59:18 main:574] : INFO : Epoch 1612 | loss: 0.0311897 | val_loss: 0.0311899 | Time: 3886.05 ms
[2022-03-13 12:59:22 main:574] : INFO : Epoch 1613 | loss: 0.0311881 | val_loss: 0.0311898 | Time: 3915.73 ms
[2022-03-13 12:59:26 main:574] : INFO : Epoch 1614 | loss: 0.0311871 | val_loss: 0.0311925 | Time: 3728.58 ms
[2022-03-13 12:59:29 main:574] : INFO : Epoch 1615 | loss: 0.0311887 | val_loss: 0.0311942 | Time: 3771.92 ms
[2022-03-13 12:59:33 main:574] : INFO : Epoch 1616 | loss: 0.031187 | val_loss: 0.0311903 | Time: 3697.54 ms
[2022-03-13 12:59:37 main:574] : INFO : Epoch 1617 | loss: 0.0311858 | val_loss: 0.0311908 | Time: 3899.02 ms
[2022-03-13 12:59:41 main:574] : INFO : Epoch 1618 | loss: 0.0311865 | val_loss: 0.0311931 | Time: 3682.06 ms
[2022-03-13 12:59:44 main:574] : INFO : Epoch 1619 | loss: 0.0311857 | val_loss: 0.0311919 | Time: 3729.98 ms
[2022-03-13 12:59:48 main:574] : INFO : Epoch 1620 | loss: 0.0311852 | val_loss: 0.0311918 | Time: 3768.79 ms
[2022-03-13 12:59:52 main:574] : INFO : Epoch 1621 | loss: 0.031185 | val_loss: 0.0311898 | Time: 3711.49 ms
[2022-03-13 12:59:56 main:574] : INFO : Epoch 1622 | loss: 0.0311851 | val_loss: 0.0311942 | Time: 3777.71 ms
[2022-03-13 12:59:59 main:574] : INFO : Epoch 1623 | loss: 0.0311857 | val_loss: 0.0311919 | Time: 3689.45 ms
[2022-03-13 13:00:03 main:574] : INFO : Epoch 1624 | loss: 0.0311882 | val_loss: 0.0311998 | Time: 3738.77 ms
[2022-03-13 13:00:07 main:574] : INFO : Epoch 1625 | loss: 0.031187 | val_loss: 0.03119 | Time: 3847.61 ms
[2022-03-13 13:00:11 main:574] : INFO : Epoch 1626 | loss: 0.031184 | val_loss: 0.0311909 | Time: 3748.54 ms
[2022-03-13 13:00:15 main:574] : INFO : Epoch 1627 | loss: 0.0311833 | val_loss: 0.0311894 | Time: 3733.08 ms
[2022-03-13 13:00:18 main:574] : INFO : Epoch 1628 | loss: 0.0311828 | val_loss: 0.0311899 | Time: 3725.96 ms
[2022-03-13 13:00:22 main:574] : INFO : Epoch 1629 | loss: 0.031183 | val_loss: 0.0311905 | Time: 3707.28 ms
[2022-03-13 13:00:26 main:574] : INFO : Epoch 1630 | loss: 0.0311827 | val_loss: 0.0311942 | Time: 3715.07 ms
[2022-03-13 13:00:29 main:574] : INFO : Epoch 1631 | loss: 0.0311829 | val_loss: 0.0311958 | Time: 3706.47 ms
[2022-03-13 13:00:33 main:574] : INFO : Epoch 1632 | loss: 0.0311855 | val_loss: 0.0311917 | Time: 3713.18 ms
[2022-03-13 13:00:37 main:574] : INFO : Epoch 1633 | loss: 0.0311906 | val_loss: 0.0311984 | Time: 3815.27 ms
[2022-03-13 13:00:41 main:574] : INFO : Epoch 1634 | loss: 0.0311846 | val_loss: 0.0311917 | Time: 3713.54 ms
[2022-03-13 13:00:44 main:574] : INFO : Epoch 1635 | loss: 0.0311835 | val_loss: 0.0311912 | Time: 3772.23 ms
[2022-03-13 13:00:48 main:574] : INFO : Epoch 1636 | loss: 0.0311817 | val_loss: 0.0311897 | Time: 3701.27 ms
[2022-03-13 13:00:52 main:574] : INFO : Epoch 1637 | loss: 0.0311812 | val_loss: 0.0311891 | Time: 3793.26 ms
[2022-03-13 13:00:56 main:574] : INFO : Epoch 1638 | loss: 0.0311812 | val_loss: 0.0311893 | Time: 3747.74 ms
[2022-03-13 13:00:59 main:574] : INFO : Epoch 1639 | loss: 0.0311809 | val_loss: 0.0311906 | Time: 3676.78 ms
[2022-03-13 13:01:03 main:574] : INFO : Epoch 1640 | loss: 0.0311829 | val_loss: 0.0311901 | Time: 3761.4 ms
[2022-03-13 13:01:07 main:574] : INFO : Epoch 1641 | loss: 0.0311838 | val_loss: 0.0311901 | Time: 3741.51 ms
[2022-03-13 13:01:11 main:574] : INFO : Epoch 1642 | loss: 0.0311849 | val_loss: 0.0311892 | Time: 3737.22 ms
[2022-03-13 13:01:14 main:574] : INFO : Epoch 1643 | loss: 0.0311838 | val_loss: 0.0311921 | Time: 3827.62 ms
[2022-03-13 13:01:18 main:574] : INFO : Epoch 1644 | loss: 0.0311834 | val_loss: 0.0311918 | Time: 3727.68 ms
[2022-03-13 13:01:22 main:574] : INFO : Epoch 1645 | loss: 0.0311864 | val_loss: 0.0311946 | Time: 3733.59 ms
[2022-03-13 13:01:26 main:574] : INFO : Epoch 1646 | loss: 0.0311838 | val_loss: 0.0311889 | Time: 3788.18 ms
[2022-03-13 13:01:30 main:574] : INFO : Epoch 1647 | loss: 0.0311831 | val_loss: 0.03119 | Time: 3767.26 ms
[2022-03-13 13:01:33 main:574] : INFO : Epoch 1648 | loss: 0.031183 | val_loss: 0.0311876 | Time: 3691.41 ms
[2022-03-13 13:01:37 main:574] : INFO : Epoch 1649 | loss: 0.031183 | val_loss: 0.0311889 | Time: 3692.23 ms
[2022-03-13 13:01:41 main:574] : INFO : Epoch 1650 | loss: 0.0311832 | val_loss: 0.0311873 | Time: 3832.06 ms
[2022-03-13 13:01:44 main:574] : INFO : Epoch 1651 | loss: 0.0311823 | val_loss: 0.0311876 | Time: 3665.63 ms
[2022-03-13 13:01:48 main:574] : INFO : Epoch 1652 | loss: 0.0311816 | val_loss: 0.0311873 | Time: 3687.26 ms
[2022-03-13 13:01:52 main:574] : INFO : Epoch 1653 | loss: 0.0311817 | val_loss: 0.0311875 | Time: 3745.86 ms
[2022-03-13 13:01:56 main:574] : INFO : Epoch 1654 | loss: 0.0311815 | val_loss: 0.0311891 | Time: 3759.26 ms
[2022-03-13 13:01:59 main:574] : INFO : Epoch 1655 | loss: 0.0311806 | val_loss: 0.0311881 | Time: 3863.36 ms
[2022-03-13 13:02:03 main:574] : INFO : Epoch 1656 | loss: 0.0311813 | val_loss: 0.0311876 | Time: 3680.78 ms
[2022-03-13 13:02:07 main:574] : INFO : Epoch 1657 | loss: 0.0311804 | val_loss: 0.0311909 | Time: 3678.83 ms
[2022-03-13 13:02:11 main:574] : INFO : Epoch 1658 | loss: 0.0311794 | val_loss: 0.0311915 | Time: 3705.34 ms
[2022-03-13 13:02:14 main:574] : INFO : Epoch 1659 | loss: 0.0311788 | val_loss: 0.0311892 | Time: 3748.53 ms
[2022-03-13 13:02:18 main:574] : INFO : Epoch 1660 | loss: 0.0311819 | val_loss: 0.031188 | Time: 3758.52 ms
[2022-03-13 13:02:22 main:574] : INFO : Epoch 1661 | loss: 0.0311832 | val_loss: 0.0311869 | Time: 3781.15 ms
[2022-03-13 13:02:26 main:574] : INFO : Epoch 1662 | loss: 0.0311799 | val_loss: 0.0311936 | Time: 3734.01 ms
[2022-03-13 13:02:29 main:574] : INFO : Epoch 1663 | loss: 0.0311787 | val_loss: 0.0311888 | Time: 3736.32 ms
[2022-03-13 13:02:33 main:574] : INFO : Epoch 1664 | loss: 0.0311785 | val_loss: 0.0311882 | Time: 3727.39 ms
[2022-03-13 13:02:37 main:574] : INFO : Epoch 1665 | loss: 0.0311785 | val_loss: 0.0311893 | Time: 3820.16 ms
[2022-03-13 13:02:41 main:574] : INFO : Epoch 1666 | loss: 0.0311784 | val_loss: 0.0311879 | Time: 3704.63 ms
[2022-03-13 13:02:44 main:574] : INFO : Epoch 1667 | loss: 0.0311787 | val_loss: 0.0311916 | Time: 3706.92 ms
[2022-03-13 13:02:48 main:574] : INFO : Epoch 1668 | loss: 0.0311815 | val_loss: 0.0311892 | Time: 3887.35 ms
[2022-03-13 13:02:52 main:574] : INFO : Epoch 1669 | loss: 0.0311796 | val_loss: 0.0311878 | Time: 3750.91 ms
[2022-03-13 13:02:56 main:574] : INFO : Epoch 1670 | loss: 0.0311787 | val_loss: 0.0311889 | Time: 3771.65 ms
[2022-03-13 13:02:59 main:574] : INFO : Epoch 1671 | loss: 0.0311773 | val_loss: 0.0311881 | Time: 3719.84 ms
[2022-03-13 13:03:03 main:574] : INFO : Epoch 1672 | loss: 0.0311783 | val_loss: 0.0311913 | Time: 3725.66 ms
[2022-03-13 13:03:07 main:574] : INFO : Epoch 1673 | loss: 0.0311783 | val_loss: 0.0311887 | Time: 3780.19 ms
[2022-03-13 13:03:11 main:574] : INFO : Epoch 1674 | loss: 0.0311778 | val_loss: 0.0311874 | Time: 3719.86 ms
[2022-03-13 13:03:14 main:574] : INFO : Epoch 1675 | loss: 0.0311774 | val_loss: 0.0311903 | Time: 3767.45 ms
[2022-03-13 13:03:18 main:574] : INFO : Epoch 1676 | loss: 0.0311773 | val_loss: 0.0311922 | Time: 3862.31 ms
[2022-03-13 13:03:22 main:574] : INFO : Epoch 1677 | loss: 0.031177 | val_loss: 0.0311894 | Time: 3774.38 ms
[2022-03-13 13:03:26 main:574] : INFO : Epoch 1678 | loss: 0.0311764 | val_loss: 0.0311883 | Time: 3850.82 ms
[2022-03-13 13:03:30 main:574] : INFO : Epoch 1679 | loss: 0.0311762 | val_loss: 0.0311918 | Time: 3739.71 ms
[2022-03-13 13:03:34 main:574] : INFO : Epoch 1680 | loss: 0.0311766 | val_loss: 0.03119 | Time: 3793.16 ms
[2022-03-13 13:03:37 main:574] : INFO : Epoch 1681 | loss: 0.0311755 | val_loss: 0.0311895 | Time: 3771.97 ms
[2022-03-13 13:03:41 main:574] : INFO : Epoch 1682 | loss: 0.0311757 | val_loss: 0.0311908 | Time: 3775.81 ms
[2022-03-13 13:03:45 main:574] : INFO : Epoch 1683 | loss: 0.0311785 | val_loss: 0.031189 | Time: 3750.32 ms
[2022-03-13 13:03:49 main:574] : INFO : Epoch 1684 | loss: 0.03118 | val_loss: 0.0311893 | Time: 3783.4 ms
[2022-03-13 13:03:53 main:574] : INFO : Epoch 1685 | loss: 0.03118 | val_loss: 0.0311888 | Time: 3855.07 ms
[2022-03-13 13:03:56 main:574] : INFO : Epoch 1686 | loss: 0.03118 | val_loss: 0.0311886 | Time: 3758.5 ms
[2022-03-13 13:04:00 main:574] : INFO : Epoch 1687 | loss: 0.031178 | val_loss: 0.0311874 | Time: 3715.1 ms
[2022-03-13 13:04:04 main:574] : INFO : Epoch 1688 | loss: 0.0311782 | val_loss: 0.0311875 | Time: 3666.93 ms
[2022-03-13 13:04:07 main:574] : INFO : Epoch 1689 | loss: 0.0311789 | val_loss: 0.0311881 | Time: 3786.64 ms
[2022-03-13 13:04:11 main:574] : INFO : Epoch 1690 | loss: 0.0311773 | val_loss: 0.0311878 | Time: 3814.9 ms
[2022-03-13 13:04:15 main:574] : INFO : Epoch 1691 | loss: 0.0311776 | val_loss: 0.0311893 | Time: 3810.95 ms
[2022-03-13 13:04:19 main:574] : INFO : Epoch 1692 | loss: 0.0311795 | val_loss: 0.0311901 | Time: 3766.4 ms
[2022-03-13 13:04:23 main:574] : INFO : Epoch 1693 | loss: 0.0311806 | val_loss: 0.0311914 | Time: 3816.07 ms
[2022-03-13 13:04:27 main:574] : INFO : Epoch 1694 | loss: 0.0311794 | val_loss: 0.0311893 | Time: 3803.86 ms
[2022-03-13 13:04:30 main:574] : INFO : Epoch 1695 | loss: 0.03118 | val_loss: 0.0311886 | Time: 3796.96 ms
[2022-03-13 13:04:34 main:574] : INFO : Epoch 1696 | loss: 0.0311779 | val_loss: 0.0311885 | Time: 3711.66 ms
[2022-03-13 13:04:38 main:574] : INFO : Epoch 1697 | loss: 0.0311773 | val_loss: 0.0311883 | Time: 3713.26 ms
[2022-03-13 13:04:42 main:574] : INFO : Epoch 1698 | loss: 0.0311789 | val_loss: 0.0311911 | Time: 3910.33 ms
[2022-03-13 13:04:45 main:574] : INFO : Epoch 1699 | loss: 0.0311795 | val_loss: 0.0311865 | Time: 3792.87 ms
[2022-03-13 13:04:49 main:574] : INFO : Epoch 1700 | loss: 0.0311772 | val_loss: 0.0311873 | Time: 3794.13 ms
[2022-03-13 13:04:53 main:574] : INFO : Epoch 1701 | loss: 0.0311763 | val_loss: 0.0311882 | Time: 3763.86 ms
[2022-03-13 13:04:57 main:574] : INFO : Epoch 1702 | loss: 0.0311772 | val_loss: 0.0311883 | Time: 3764.39 ms
[2022-03-13 13:05:01 main:574] : INFO : Epoch 1703 | loss: 0.0311761 | val_loss: 0.0311872 | Time: 3820.09 ms
[2022-03-13 13:05:04 main:574] : INFO : Epoch 1704 | loss: 0.0311758 | val_loss: 0.0311876 | Time: 3659.31 ms
[2022-03-13 13:05:08 main:574] : INFO : Epoch 1705 | loss: 0.0311759 | val_loss: 0.0311895 | Time: 3747.51 ms
[2022-03-13 13:05:12 main:574] : INFO : Epoch 1706 | loss: 0.0311761 | val_loss: 0.0311871 | Time: 3780.98 ms
[2022-03-13 13:05:16 main:574] : INFO : Epoch 1707 | loss: 0.031175 | val_loss: 0.0311872 | Time: 3687.98 ms
[2022-03-13 13:05:19 main:574] : INFO : Epoch 1708 | loss: 0.0311747 | val_loss: 0.0311867 | Time: 3813.11 ms
[2022-03-13 13:05:23 main:574] : INFO : Epoch 1709 | loss: 0.031175 | val_loss: 0.0311881 | Time: 3678.25 ms
[2022-03-13 13:05:27 main:574] : INFO : Epoch 1710 | loss: 0.031178 | val_loss: 0.031187 | Time: 3775.83 ms
[2022-03-13 13:05:31 main:574] : INFO : Epoch 1711 | loss: 0.0311814 | val_loss: 0.0311939 | Time: 3736.33 ms
[2022-03-13 13:05:34 main:574] : INFO : Epoch 1712 | loss: 0.0311762 | val_loss: 0.0311912 | Time: 3777.24 ms
[2022-03-13 13:05:38 main:574] : INFO : Epoch 1713 | loss: 0.0311745 | val_loss: 0.0311879 | Time: 3695.56 ms
[2022-03-13 13:05:42 main:574] : INFO : Epoch 1714 | loss: 0.0311772 | val_loss: 0.0311936 | Time: 3636.81 ms
[2022-03-13 13:05:46 main:574] : INFO : Epoch 1715 | loss: 0.0311767 | val_loss: 0.0311867 | Time: 3903.57 ms
[2022-03-13 13:05:50 main:574] : INFO : Epoch 1716 | loss: 0.0311742 | val_loss: 0.031188 | Time: 3920.17 ms
[2022-03-13 13:05:53 main:574] : INFO : Epoch 1717 | loss: 0.0311753 | val_loss: 0.0311881 | Time: 3781.03 ms
[2022-03-13 13:05:57 main:574] : INFO : Epoch 1718 | loss: 0.0311745 | val_loss: 0.031186 | Time: 3784.45 ms
[2022-03-13 13:06:01 main:574] : INFO : Epoch 1719 | loss: 0.0311737 | val_loss: 0.0311869 | Time: 3802.09 ms
[2022-03-13 13:06:05 main:574] : INFO : Epoch 1720 | loss: 0.0311727 | val_loss: 0.0311867 | Time: 3731.47 ms
[2022-03-13 13:06:08 main:574] : INFO : Epoch 1721 | loss: 0.0311724 | val_loss: 0.0311887 | Time: 3716.08 ms
[2022-03-13 13:06:12 main:574] : INFO : Epoch 1722 | loss: 0.0311731 | val_loss: 0.0311876 | Time: 3709.27 ms
[2022-03-13 13:06:16 main:574] : INFO : Epoch 1723 | loss: 0.0311717 | val_loss: 0.0311887 | Time: 3693.13 ms
[2022-03-13 13:06:19 main:574] : INFO : Epoch 1724 | loss: 0.0311735 | val_loss: 0.0311881 | Time: 3589.8 ms
[2022-03-13 13:06:23 main:574] : INFO : Epoch 1725 | loss: 0.0311754 | val_loss: 0.0311895 | Time: 3746.22 ms
[2022-03-13 13:06:27 main:574] : INFO : Epoch 1726 | loss: 0.0311737 | val_loss: 0.0311872 | Time: 3710.67 ms
[2022-03-13 13:06:30 main:574] : INFO : Epoch 1727 | loss: 0.031172 | val_loss: 0.0311896 | Time: 3615.41 ms
[2022-03-13 13:06:34 main:574] : INFO : Epoch 1728 | loss: 0.0311728 | val_loss: 0.0311905 | Time: 3713.68 ms
[2022-03-13 13:06:38 main:574] : INFO : Epoch 1729 | loss: 0.031174 | val_loss: 0.0311876 | Time: 3759.04 ms
[2022-03-13 13:06:42 main:574] : INFO : Epoch 1730 | loss: 0.0311733 | val_loss: 0.0311875 | Time: 3710.63 ms
[2022-03-13 13:06:45 main:574] : INFO : Epoch 1731 | loss: 0.031176 | val_loss: 0.0311867 | Time: 3699.59 ms
[2022-03-13 13:06:49 main:574] : INFO : Epoch 1732 | loss: 0.0311779 | val_loss: 0.0311889 | Time: 3650.45 ms
[2022-03-13 13:06:53 main:574] : INFO : Epoch 1733 | loss: 0.0311788 | val_loss: 0.0311876 | Time: 3843.21 ms
[2022-03-13 13:06:57 main:574] : INFO : Epoch 1734 | loss: 0.0311784 | val_loss: 0.03119 | Time: 3674.15 ms
[2022-03-13 13:07:00 main:574] : INFO : Epoch 1735 | loss: 0.0311888 | val_loss: 0.0312001 | Time: 3618.51 ms
[2022-03-13 13:07:04 main:574] : INFO : Epoch 1736 | loss: 0.0311991 | val_loss: 0.0312038 | Time: 3719.3 ms
[2022-03-13 13:07:08 main:574] : INFO : Epoch 1737 | loss: 0.0312001 | val_loss: 0.0311956 | Time: 3745.28 ms
[2022-03-13 13:07:11 main:574] : INFO : Epoch 1738 | loss: 0.031195 | val_loss: 0.0311932 | Time: 3724.76 ms
[2022-03-13 13:07:15 main:574] : INFO : Epoch 1739 | loss: 0.0311922 | val_loss: 0.0311924 | Time: 3763.79 ms
[2022-03-13 13:07:19 main:574] : INFO : Epoch 1740 | loss: 0.0311911 | val_loss: 0.0311933 | Time: 3675.85 ms
[2022-03-13 13:07:23 main:574] : INFO : Epoch 1741 | loss: 0.0311897 | val_loss: 0.0311909 | Time: 3716.27 ms
[2022-03-13 13:07:26 main:574] : INFO : Epoch 1742 | loss: 0.031189 | val_loss: 0.0311911 | Time: 3630.72 ms
[2022-03-13 13:07:30 main:574] : INFO : Epoch 1743 | loss: 0.0311892 | val_loss: 0.0311906 | Time: 3783.02 ms
[2022-03-13 13:07:34 main:574] : INFO : Epoch 1744 | loss: 0.0311878 | val_loss: 0.0311893 | Time: 3721.91 ms
[2022-03-13 13:07:37 main:574] : INFO : Epoch 1745 | loss: 0.0311874 | val_loss: 0.0311901 | Time: 3657.35 ms
[2022-03-13 13:07:41 main:574] : INFO : Epoch 1746 | loss: 0.031189 | val_loss: 0.0311956 | Time: 3686.99 ms
[2022-03-13 13:07:45 main:574] : INFO : Epoch 1747 | loss: 0.0311906 | val_loss: 0.0311914 | Time: 3624.88 ms
[2022-03-13 13:07:48 main:574] : INFO : Epoch 1748 | loss: 0.03119 | val_loss: 0.0311914 | Time: 3639.29 ms
[2022-03-13 13:07:52 main:574] : INFO : Epoch 1749 | loss: 0.0311885 | val_loss: 0.0311942 | Time: 3730.48 ms
[2022-03-13 13:07:56 main:574] : INFO : Epoch 1750 | loss: 0.031188 | val_loss: 0.0311908 | Time: 3666.94 ms
[2022-03-13 13:08:00 main:574] : INFO : Epoch 1751 | loss: 0.0311881 | val_loss: 0.0311935 | Time: 3791.89 ms
[2022-03-13 13:08:03 main:574] : INFO : Epoch 1752 | loss: 0.0311886 | val_loss: 0.0311922 | Time: 3682.69 ms
[2022-03-13 13:08:07 main:574] : INFO : Epoch 1753 | loss: 0.0311875 | val_loss: 0.0311909 | Time: 3733.02 ms
[2022-03-13 13:08:11 main:574] : INFO : Epoch 1754 | loss: 0.0311858 | val_loss: 0.0311897 | Time: 3754.79 ms
[2022-03-13 13:08:14 main:574] : INFO : Epoch 1755 | loss: 0.0311866 | val_loss: 0.0311947 | Time: 3562.54 ms
[2022-03-13 13:08:18 main:574] : INFO : Epoch 1756 | loss: 0.0311864 | val_loss: 0.0311906 | Time: 3819.29 ms
[2022-03-13 13:08:22 main:574] : INFO : Epoch 1757 | loss: 0.0311855 | val_loss: 0.0311891 | Time: 3623.6 ms
[2022-03-13 13:08:25 main:574] : INFO : Epoch 1758 | loss: 0.0311851 | val_loss: 0.0311909 | Time: 3699.57 ms
[2022-03-13 13:08:29 main:574] : INFO : Epoch 1759 | loss: 0.0311861 | val_loss: 0.0311888 | Time: 3662.47 ms
[2022-03-13 13:08:33 main:574] : INFO : Epoch 1760 | loss: 0.0311868 | val_loss: 0.0311895 | Time: 3693.01 ms
[2022-03-13 13:08:37 main:574] : INFO : Epoch 1761 | loss: 0.031185 | val_loss: 0.0311881 | Time: 3769.97 ms
[2022-03-13 13:08:40 main:574] : INFO : Epoch 1762 | loss: 0.031184 | val_loss: 0.0311888 | Time: 3648.06 ms
[2022-03-13 13:08:44 main:574] : INFO : Epoch 1763 | loss: 0.031184 | val_loss: 0.03119 | Time: 3643.76 ms
[2022-03-13 13:08:48 main:574] : INFO : Epoch 1764 | loss: 0.0311865 | val_loss: 0.031189 | Time: 3698.72 ms
[2022-03-13 13:08:51 main:574] : INFO : Epoch 1765 | loss: 0.0311834 | val_loss: 0.0311891 | Time: 3678.91 ms
[2022-03-13 13:08:55 main:574] : INFO : Epoch 1766 | loss: 0.0311824 | val_loss: 0.0311888 | Time: 3710.85 ms
[2022-03-13 13:08:59 main:574] : INFO : Epoch 1767 | loss: 0.031183 | val_loss: 0.0311895 | Time: 3688.04 ms
[2022-03-13 13:09:02 main:574] : INFO : Epoch 1768 | loss: 0.0311846 | val_loss: 0.031189 | Time: 3654.51 ms
[2022-03-13 13:09:06 main:574] : INFO : Epoch 1769 | loss: 0.0311832 | val_loss: 0.031191 | Time: 3758 ms
[2022-03-13 13:09:10 main:574] : INFO : Epoch 1770 | loss: 0.0311834 | val_loss: 0.0311933 | Time: 3651.46 ms
[2022-03-13 13:09:13 main:574] : INFO : Epoch 1771 | loss: 0.0311834 | val_loss: 0.0311908 | Time: 3667.12 ms
[2022-03-13 13:09:17 main:574] : INFO : Epoch 1772 | loss: 0.0311808 | val_loss: 0.0311899 | Time: 3629.62 ms
[2022-03-13 13:09:21 main:574] : INFO : Epoch 1773 | loss: 0.0311824 | val_loss: 0.0311902 | Time: 3584.18 ms
[2022-03-13 13:09:24 main:574] : INFO : Epoch 1774 | loss: 0.0311816 | val_loss: 0.031191 | Time: 3775.39 ms
[2022-03-13 13:09:28 main:574] : INFO : Epoch 1775 | loss: 0.031182 | val_loss: 0.0311906 | Time: 3652.47 ms
[2022-03-13 13:09:32 main:574] : INFO : Epoch 1776 | loss: 0.0311816 | val_loss: 0.0311899 | Time: 3653.01 ms
[2022-03-13 13:09:35 main:574] : INFO : Epoch 1777 | loss: 0.031185 | val_loss: 0.0311884 | Time: 3682.94 ms
[2022-03-13 13:09:39 main:574] : INFO : Epoch 1778 | loss: 0.031186 | val_loss: 0.0311883 | Time: 3697.55 ms
[2022-03-13 13:09:43 main:574] : INFO : Epoch 1779 | loss: 0.0311851 | val_loss: 0.0311878 | Time: 3687.79 ms
[2022-03-13 13:09:46 main:574] : INFO : Epoch 1780 | loss: 0.0311841 | val_loss: 0.031188 | Time: 3645.53 ms
[2022-03-13 13:09:50 main:574] : INFO : Epoch 1781 | loss: 0.031184 | val_loss: 0.0311889 | Time: 3706.78 ms
[2022-03-13 13:09:54 main:574] : INFO : Epoch 1782 | loss: 0.0311835 | val_loss: 0.0311869 | Time: 3700.51 ms
[2022-03-13 13:09:58 main:574] : INFO : Epoch 1783 | loss: 0.031183 | val_loss: 0.0311876 | Time: 3639.99 ms
[2022-03-13 13:10:01 main:574] : INFO : Epoch 1784 | loss: 0.0311826 | val_loss: 0.0311867 | Time: 3681.97 ms
[2022-03-13 13:10:05 main:574] : INFO : Epoch 1785 | loss: 0.0311827 | val_loss: 0.0311864 | Time: 3603.19 ms
[2022-03-13 13:10:09 main:574] : INFO : Epoch 1786 | loss: 0.0311827 | val_loss: 0.0311868 | Time: 3744.71 ms
[2022-03-13 13:10:12 main:574] : INFO : Epoch 1787 | loss: 0.0311826 | val_loss: 0.031186 | Time: 3749.18 ms
[2022-03-13 13:10:16 main:574] : INFO : Epoch 1788 | loss: 0.0311825 | val_loss: 0.0311867 | Time: 3713.05 ms
[2022-03-13 13:10:20 main:574] : INFO : Epoch 1789 | loss: 0.0311841 | val_loss: 0.0311867 | Time: 3718.02 ms
[2022-03-13 13:10:23 main:574] : INFO : Epoch 1790 | loss: 0.0311837 | val_loss: 0.0311858 | Time: 3691.75 ms
[2022-03-13 13:10:27 main:574] : INFO : Epoch 1791 | loss: 0.031182 | val_loss: 0.0311871 | Time: 3730.29 ms
[2022-03-13 13:10:31 main:574] : INFO : Epoch 1792 | loss: 0.0311851 | val_loss: 0.0311987 | Time: 3711.8 ms
[2022-03-13 13:10:35 main:574] : INFO : Epoch 1793 | loss: 0.0312004 | val_loss: 0.0312013 | Time: 3649.35 ms
[2022-03-13 13:10:38 main:574] : INFO : Epoch 1794 | loss: 0.0312038 | val_loss: 0.0312001 | Time: 3677.33 ms
[2022-03-13 13:10:42 main:574] : INFO : Epoch 1795 | loss: 0.0312008 | val_loss: 0.0311991 | Time: 3733.8 ms
[2022-03-13 13:10:46 main:574] : INFO : Epoch 1796 | loss: 0.0311986 | val_loss: 0.0311982 | Time: 3722.17 ms
[2022-03-13 13:10:49 main:574] : INFO : Epoch 1797 | loss: 0.031198 | val_loss: 0.0311982 | Time: 3674.62 ms
[2022-03-13 13:10:53 main:574] : INFO : Epoch 1798 | loss: 0.0311973 | val_loss: 0.0311979 | Time: 3673.74 ms
[2022-03-13 13:10:57 main:574] : INFO : Epoch 1799 | loss: 0.0311971 | val_loss: 0.0311973 | Time: 3693.74 ms
[2022-03-13 13:11:00 main:574] : INFO : Epoch 1800 | loss: 0.0311969 | val_loss: 0.031199 | Time: 3648.54 ms
[2022-03-13 13:11:04 main:574] : INFO : Epoch 1801 | loss: 0.0311989 | val_loss: 0.0312055 | Time: 3668.35 ms
[2022-03-13 13:11:08 main:574] : INFO : Epoch 1802 | loss: 0.0311968 | val_loss: 0.0311991 | Time: 3737.97 ms
[2022-03-13 13:11:11 main:574] : INFO : Epoch 1803 | loss: 0.0312028 | val_loss: 0.0312165 | Time: 3615.22 ms
[2022-03-13 13:11:15 main:574] : INFO : Epoch 1804 | loss: 0.0318595 | val_loss: 0.0327396 | Time: 3692.25 ms
[2022-03-13 13:11:19 main:574] : INFO : Epoch 1805 | loss: 0.0354819 | val_loss: 0.0317823 | Time: 3731.96 ms
[2022-03-13 13:11:23 main:574] : INFO : Epoch 1806 | loss: 0.0316769 | val_loss: 0.0313254 | Time: 3619.24 ms
[2022-03-13 13:11:26 main:574] : INFO : Epoch 1807 | loss: 0.0313094 | val_loss: 0.0312701 | Time: 3683.7 ms
[2022-03-13 13:11:30 main:574] : INFO : Epoch 1808 | loss: 0.0312612 | val_loss: 0.0312534 | Time: 3696.63 ms
[2022-03-13 13:11:34 main:574] : INFO : Epoch 1809 | loss: 0.0312499 | val_loss: 0.0312481 | Time: 3736.24 ms
[2022-03-13 13:11:37 main:574] : INFO : Epoch 1810 | loss: 0.0312482 | val_loss: 0.0312461 | Time: 3757.24 ms
[2022-03-13 13:11:41 main:574] : INFO : Epoch 1811 | loss: 0.0312446 | val_loss: 0.0312434 | Time: 3658.87 ms
[2022-03-13 13:11:45 main:574] : INFO : Epoch 1812 | loss: 0.0312419 | val_loss: 0.0312399 | Time: 3702.82 ms
[2022-03-13 13:11:49 main:574] : INFO : Epoch 1813 | loss: 0.0312375 | val_loss: 0.0312334 | Time: 3829.39 ms
[2022-03-13 13:11:52 main:574] : INFO : Epoch 1814 | loss: 0.031228 | val_loss: 0.0312178 | Time: 3688.52 ms
[2022-03-13 13:11:56 main:574] : INFO : Epoch 1815 | loss: 0.0312145 | val_loss: 0.031207 | Time: 3670.75 ms
[2022-03-13 13:12:00 main:574] : INFO : Epoch 1816 | loss: 0.0312069 | val_loss: 0.0312027 | Time: 3661.49 ms
[2022-03-13 13:12:03 main:574] : INFO : Epoch 1817 | loss: 0.0312047 | val_loss: 0.0312019 | Time: 3748 ms
[2022-03-13 13:12:07 main:574] : INFO : Epoch 1818 | loss: 0.0312027 | val_loss: 0.0312006 | Time: 3733.51 ms
[2022-03-13 13:12:11 main:574] : INFO : Epoch 1819 | loss: 0.0312019 | val_loss: 0.0312002 | Time: 3733.34 ms
[2022-03-13 13:12:15 main:574] : INFO : Epoch 1820 | loss: 0.0312016 | val_loss: 0.0312003 | Time: 3723.65 ms
[2022-03-13 13:12:18 main:574] : INFO : Epoch 1821 | loss: 0.0312007 | val_loss: 0.0311989 | Time: 3653.02 ms
[2022-03-13 13:12:22 main:574] : INFO : Epoch 1822 | loss: 0.0311999 | val_loss: 0.0312008 | Time: 3702.02 ms
[2022-03-13 13:12:26 main:574] : INFO : Epoch 1823 | loss: 0.0311989 | val_loss: 0.0311984 | Time: 3723.67 ms
[2022-03-13 13:12:29 main:574] : INFO : Epoch 1824 | loss: 0.0311988 | val_loss: 0.0311992 | Time: 3661.36 ms
[2022-03-13 13:12:33 main:574] : INFO : Epoch 1825 | loss: 0.0311981 | val_loss: 0.0311981 | Time: 3694.88 ms
[2022-03-13 13:12:37 main:574] : INFO : Epoch 1826 | loss: 0.0311964 | val_loss: 0.0311973 | Time: 3661.88 ms
[2022-03-13 13:12:40 main:574] : INFO : Epoch 1827 | loss: 0.031196 | val_loss: 0.0311964 | Time: 3677.81 ms
[2022-03-13 13:12:44 main:574] : INFO : Epoch 1828 | loss: 0.0311954 | val_loss: 0.0311966 | Time: 3748.08 ms
[2022-03-13 13:12:48 main:574] : INFO : Epoch 1829 | loss: 0.0311954 | val_loss: 0.0311975 | Time: 3665.65 ms
[2022-03-13 13:12:52 main:574] : INFO : Epoch 1830 | loss: 0.0311949 | val_loss: 0.0311966 | Time: 3764.4 ms
[2022-03-13 13:12:55 main:574] : INFO : Epoch 1831 | loss: 0.0311943 | val_loss: 0.0311973 | Time: 3738.24 ms
[2022-03-13 13:12:59 main:574] : INFO : Epoch 1832 | loss: 0.0311939 | val_loss: 0.031196 | Time: 3650.06 ms
[2022-03-13 13:13:03 main:574] : INFO : Epoch 1833 | loss: 0.0311934 | val_loss: 0.0311962 | Time: 3690.95 ms
[2022-03-13 13:13:06 main:574] : INFO : Epoch 1834 | loss: 0.0311937 | val_loss: 0.0311986 | Time: 3637.98 ms
[2022-03-13 13:13:10 main:574] : INFO : Epoch 1835 | loss: 0.031193 | val_loss: 0.0311964 | Time: 3721.07 ms
[2022-03-13 13:13:14 main:574] : INFO : Epoch 1836 | loss: 0.0311929 | val_loss: 0.0311971 | Time: 3650.28 ms
[2022-03-13 13:13:17 main:574] : INFO : Epoch 1837 | loss: 0.0311923 | val_loss: 0.0311998 | Time: 3629.41 ms
[2022-03-13 13:13:21 main:574] : INFO : Epoch 1838 | loss: 0.031193 | val_loss: 0.0311974 | Time: 3702.88 ms
[2022-03-13 13:13:25 main:574] : INFO : Epoch 1839 | loss: 0.0311931 | val_loss: 0.031196 | Time: 3651.21 ms
[2022-03-13 13:13:29 main:574] : INFO : Epoch 1840 | loss: 0.0311925 | val_loss: 0.0311965 | Time: 3748.39 ms
[2022-03-13 13:13:32 main:574] : INFO : Epoch 1841 | loss: 0.0311921 | val_loss: 0.0311959 | Time: 3733.76 ms
[2022-03-13 13:13:36 main:574] : INFO : Epoch 1842 | loss: 0.0311915 | val_loss: 0.0311961 | Time: 3704.12 ms
[2022-03-13 13:13:40 main:574] : INFO : Epoch 1843 | loss: 0.0311913 | val_loss: 0.0311958 | Time: 3659.83 ms
[2022-03-13 13:13:43 main:574] : INFO : Epoch 1844 | loss: 0.0311918 | val_loss: 0.0311964 | Time: 3653.48 ms
[2022-03-13 13:13:47 main:574] : INFO : Epoch 1845 | loss: 0.0311915 | val_loss: 0.0311957 | Time: 3674.58 ms
[2022-03-13 13:13:51 main:574] : INFO : Epoch 1846 | loss: 0.0311919 | val_loss: 0.0311964 | Time: 3699.32 ms
[2022-03-13 13:13:54 main:574] : INFO : Epoch 1847 | loss: 0.0311916 | val_loss: 0.0311959 | Time: 3674.38 ms
[2022-03-13 13:13:58 main:574] : INFO : Epoch 1848 | loss: 0.0311911 | val_loss: 0.0311959 | Time: 3688.19 ms
[2022-03-13 13:14:02 main:574] : INFO : Epoch 1849 | loss: 0.0311911 | val_loss: 0.0311966 | Time: 3731.96 ms
[2022-03-13 13:14:05 main:574] : INFO : Epoch 1850 | loss: 0.0311903 | val_loss: 0.0311961 | Time: 3678.74 ms
[2022-03-13 13:14:09 main:574] : INFO : Epoch 1851 | loss: 0.03119 | val_loss: 0.0311953 | Time: 3741.47 ms
[2022-03-13 13:14:13 main:574] : INFO : Epoch 1852 | loss: 0.0311902 | val_loss: 0.0311958 | Time: 3701.98 ms
[2022-03-13 13:14:17 main:574] : INFO : Epoch 1853 | loss: 0.0311918 | val_loss: 0.0311961 | Time: 3802.06 ms
[2022-03-13 13:14:21 main:574] : INFO : Epoch 1854 | loss: 0.0311929 | val_loss: 0.0311999 | Time: 3814.19 ms
[2022-03-13 13:14:24 main:574] : INFO : Epoch 1855 | loss: 0.0311912 | val_loss: 0.0311962 | Time: 3667.58 ms
[2022-03-13 13:14:28 main:574] : INFO : Epoch 1856 | loss: 0.0311917 | val_loss: 0.0311968 | Time: 3798.6 ms
[2022-03-13 13:14:32 main:574] : INFO : Epoch 1857 | loss: 0.0311915 | val_loss: 0.0311975 | Time: 3754.26 ms
[2022-03-13 13:14:36 main:574] : INFO : Epoch 1858 | loss: 0.0311902 | val_loss: 0.0311954 | Time: 3752.83 ms
[2022-03-13 13:14:39 main:574] : INFO : Epoch 1859 | loss: 0.0311904 | val_loss: 0.0311957 | Time: 3729.99 ms
[2022-03-13 13:14:43 main:574] : INFO : Epoch 1860 | loss: 0.0311902 | val_loss: 0.0311956 | Time: 3697.43 ms
[2022-03-13 13:14:47 main:574] : INFO : Epoch 1861 | loss: 0.0311904 | val_loss: 0.0311949 | Time: 3769.48 ms
[2022-03-13 13:14:50 main:574] : INFO : Epoch 1862 | loss: 0.0311913 | val_loss: 0.0311969 | Time: 3714.23 ms
[2022-03-13 13:14:54 main:574] : INFO : Epoch 1863 | loss: 0.031191 | val_loss: 0.0311959 | Time: 3689.22 ms
[2022-03-13 13:14:58 main:574] : INFO : Epoch 1864 | loss: 0.0311903 | val_loss: 0.0311945 | Time: 3738.55 ms
[2022-03-13 13:15:02 main:574] : INFO : Epoch 1865 | loss: 0.0311907 | val_loss: 0.0311939 | Time: 3666.92 ms
[2022-03-13 13:15:05 main:574] : INFO : Epoch 1866 | loss: 0.0311913 | val_loss: 0.0311951 | Time: 3770.34 ms
[2022-03-13 13:15:09 main:574] : INFO : Epoch 1867 | loss: 0.0311903 | val_loss: 0.0311943 | Time: 3811.48 ms
[2022-03-13 13:15:13 main:574] : INFO : Epoch 1868 | loss: 0.0311897 | val_loss: 0.0311954 | Time: 3768.62 ms
[2022-03-13 13:15:17 main:574] : INFO : Epoch 1869 | loss: 0.0311926 | val_loss: 0.0311957 | Time: 3699.68 ms
[2022-03-13 13:15:20 main:574] : INFO : Epoch 1870 | loss: 0.0311917 | val_loss: 0.0311944 | Time: 3793.86 ms
[2022-03-13 13:15:24 main:574] : INFO : Epoch 1871 | loss: 0.0311892 | val_loss: 0.0311949 | Time: 3772.1 ms
[2022-03-13 13:15:28 main:574] : INFO : Epoch 1872 | loss: 0.031189 | val_loss: 0.0311946 | Time: 3755.14 ms
[2022-03-13 13:15:32 main:574] : INFO : Epoch 1873 | loss: 0.03119 | val_loss: 0.0311958 | Time: 3748.87 ms
[2022-03-13 13:15:35 main:574] : INFO : Epoch 1874 | loss: 0.0311894 | val_loss: 0.0311962 | Time: 3689.26 ms
[2022-03-13 13:15:39 main:574] : INFO : Epoch 1875 | loss: 0.0311902 | val_loss: 0.0311963 | Time: 3730.57 ms
[2022-03-13 13:15:43 main:574] : INFO : Epoch 1876 | loss: 0.0311892 | val_loss: 0.0311991 | Time: 3744.96 ms
[2022-03-13 13:15:47 main:574] : INFO : Epoch 1877 | loss: 0.0311903 | val_loss: 0.0311958 | Time: 3688.17 ms
[2022-03-13 13:15:50 main:574] : INFO : Epoch 1878 | loss: 0.0311894 | val_loss: 0.0311958 | Time: 3729.28 ms
[2022-03-13 13:15:54 main:574] : INFO : Epoch 1879 | loss: 0.0311888 | val_loss: 0.0311949 | Time: 3740.61 ms
[2022-03-13 13:15:58 main:574] : INFO : Epoch 1880 | loss: 0.0311896 | val_loss: 0.031196 | Time: 3726.6 ms
[2022-03-13 13:16:02 main:574] : INFO : Epoch 1881 | loss: 0.0311896 | val_loss: 0.0311949 | Time: 3775.82 ms
[2022-03-13 13:16:05 main:574] : INFO : Epoch 1882 | loss: 0.0311891 | val_loss: 0.0311953 | Time: 3690.72 ms
[2022-03-13 13:16:09 main:574] : INFO : Epoch 1883 | loss: 0.0311887 | val_loss: 0.031195 | Time: 3712.44 ms
[2022-03-13 13:16:13 main:574] : INFO : Epoch 1884 | loss: 0.0311886 | val_loss: 0.0311953 | Time: 3786.83 ms
[2022-03-13 13:16:17 main:574] : INFO : Epoch 1885 | loss: 0.0311885 | val_loss: 0.0311953 | Time: 3776.17 ms
[2022-03-13 13:16:20 main:574] : INFO : Epoch 1886 | loss: 0.0311885 | val_loss: 0.0311977 | Time: 3711.55 ms
[2022-03-13 13:16:24 main:574] : INFO : Epoch 1887 | loss: 0.0311898 | val_loss: 0.0311948 | Time: 3821.26 ms
[2022-03-13 13:16:28 main:574] : INFO : Epoch 1888 | loss: 0.0311885 | val_loss: 0.0311944 | Time: 3826.81 ms
[2022-03-13 13:16:32 main:574] : INFO : Epoch 1889 | loss: 0.0311886 | val_loss: 0.0311972 | Time: 3704.69 ms
[2022-03-13 13:16:35 main:574] : INFO : Epoch 1890 | loss: 0.0311888 | val_loss: 0.0311974 | Time: 3678.89 ms
[2022-03-13 13:16:39 main:574] : INFO : Epoch 1891 | loss: 0.031189 | val_loss: 0.0311947 | Time: 3747.75 ms
[2022-03-13 13:16:43 main:574] : INFO : Epoch 1892 | loss: 0.0311877 | val_loss: 0.0311941 | Time: 3724.87 ms
[2022-03-13 13:16:47 main:574] : INFO : Epoch 1893 | loss: 0.0311875 | val_loss: 0.0311951 | Time: 3711.72 ms
[2022-03-13 13:16:50 main:574] : INFO : Epoch 1894 | loss: 0.031188 | val_loss: 0.0311948 | Time: 3742.13 ms
[2022-03-13 13:16:54 main:574] : INFO : Epoch 1895 | loss: 0.0311895 | val_loss: 0.0311954 | Time: 3640.38 ms
[2022-03-13 13:16:58 main:574] : INFO : Epoch 1896 | loss: 0.0311876 | val_loss: 0.0311993 | Time: 3747.85 ms
[2022-03-13 13:17:02 main:574] : INFO : Epoch 1897 | loss: 0.031189 | val_loss: 0.0312027 | Time: 3810.27 ms
[2022-03-13 13:17:05 main:574] : INFO : Epoch 1898 | loss: 0.0311891 | val_loss: 0.031195 | Time: 3688.85 ms
[2022-03-13 13:17:09 main:574] : INFO : Epoch 1899 | loss: 0.0311875 | val_loss: 0.031198 | Time: 3714.69 ms
[2022-03-13 13:17:13 main:574] : INFO : Epoch 1900 | loss: 0.0311911 | val_loss: 0.0311955 | Time: 3649.56 ms
[2022-03-13 13:17:16 main:574] : INFO : Epoch 1901 | loss: 0.0311902 | val_loss: 0.0311991 | Time: 3750.23 ms
[2022-03-13 13:17:20 main:574] : INFO : Epoch 1902 | loss: 0.0312035 | val_loss: 0.0312563 | Time: 3826.2 ms
[2022-03-13 13:17:24 main:574] : INFO : Epoch 1903 | loss: 0.0312458 | val_loss: 0.0312418 | Time: 3730.2 ms
[2022-03-13 13:17:28 main:574] : INFO : Epoch 1904 | loss: 0.031237 | val_loss: 0.0312335 | Time: 3768.71 ms
[2022-03-13 13:17:31 main:574] : INFO : Epoch 1905 | loss: 0.0312273 | val_loss: 0.0312261 | Time: 3808.56 ms
[2022-03-13 13:17:35 main:574] : INFO : Epoch 1906 | loss: 0.0312159 | val_loss: 0.0312125 | Time: 3775.63 ms
[2022-03-13 13:17:39 main:574] : INFO : Epoch 1907 | loss: 0.0312085 | val_loss: 0.0312081 | Time: 3749.49 ms
[2022-03-13 13:17:43 main:574] : INFO : Epoch 1908 | loss: 0.0312054 | val_loss: 0.0312063 | Time: 3784.19 ms
[2022-03-13 13:17:47 main:574] : INFO : Epoch 1909 | loss: 0.0312037 | val_loss: 0.0312045 | Time: 3864.73 ms
[2022-03-13 13:17:51 main:574] : INFO : Epoch 1910 | loss: 0.0312023 | val_loss: 0.0312039 | Time: 3834.8 ms
[2022-03-13 13:17:54 main:574] : INFO : Epoch 1911 | loss: 0.0312015 | val_loss: 0.0312036 | Time: 3783.74 ms
[2022-03-13 13:17:58 main:574] : INFO : Epoch 1912 | loss: 0.0312016 | val_loss: 0.0312027 | Time: 3716.59 ms
[2022-03-13 13:18:02 main:574] : INFO : Epoch 1913 | loss: 0.0312027 | val_loss: 0.0312053 | Time: 3814.38 ms
[2022-03-13 13:18:06 main:574] : INFO : Epoch 1914 | loss: 0.0312013 | val_loss: 0.0312025 | Time: 3832 ms
[2022-03-13 13:18:09 main:574] : INFO : Epoch 1915 | loss: 0.0312001 | val_loss: 0.0312025 | Time: 3673.21 ms
[2022-03-13 13:18:13 main:574] : INFO : Epoch 1916 | loss: 0.0311996 | val_loss: 0.0312033 | Time: 3766.77 ms
[2022-03-13 13:18:17 main:574] : INFO : Epoch 1917 | loss: 0.0311998 | val_loss: 0.0312053 | Time: 3659.45 ms
[2022-03-13 13:18:21 main:574] : INFO : Epoch 1918 | loss: 0.0312023 | val_loss: 0.031206 | Time: 3721.58 ms
[2022-03-13 13:18:24 main:574] : INFO : Epoch 1919 | loss: 0.0312007 | val_loss: 0.0312017 | Time: 3793.31 ms
[2022-03-13 13:18:28 main:574] : INFO : Epoch 1920 | loss: 0.0311987 | val_loss: 0.0312023 | Time: 3749.67 ms
[2022-03-13 13:18:32 main:574] : INFO : Epoch 1921 | loss: 0.0311987 | val_loss: 0.0312024 | Time: 3754.42 ms
[2022-03-13 13:18:36 main:574] : INFO : Epoch 1922 | loss: 0.0311986 | val_loss: 0.0312043 | Time: 3723.06 ms
[2022-03-13 13:18:39 main:574] : INFO : Epoch 1923 | loss: 0.0311993 | val_loss: 0.0312039 | Time: 3708.47 ms
[2022-03-13 13:18:43 main:574] : INFO : Epoch 1924 | loss: 0.0311995 | val_loss: 0.0312021 | Time: 3828.73 ms
[2022-03-13 13:18:47 main:574] : INFO : Epoch 1925 | loss: 0.0311976 | val_loss: 0.0312022 | Time: 3716.28 ms
[2022-03-13 13:18:51 main:574] : INFO : Epoch 1926 | loss: 0.031197 | val_loss: 0.0312042 | Time: 3759.89 ms
[2022-03-13 13:18:54 main:574] : INFO : Epoch 1927 | loss: 0.0311979 | val_loss: 0.0312013 | Time: 3798.83 ms
[2022-03-13 13:18:58 main:574] : INFO : Epoch 1928 | loss: 0.0311982 | val_loss: 0.0312083 | Time: 3730.86 ms
[2022-03-13 13:19:02 main:574] : INFO : Epoch 1929 | loss: 0.0311999 | val_loss: 0.0312026 | Time: 3861.3 ms
[2022-03-13 13:19:06 main:574] : INFO : Epoch 1930 | loss: 0.031197 | val_loss: 0.0312018 | Time: 3818.18 ms
[2022-03-13 13:19:10 main:574] : INFO : Epoch 1931 | loss: 0.0311968 | val_loss: 0.0312015 | Time: 3830.34 ms
[2022-03-13 13:19:13 main:574] : INFO : Epoch 1932 | loss: 0.0311971 | val_loss: 0.0312012 | Time: 3702.46 ms
[2022-03-13 13:19:17 main:574] : INFO : Epoch 1933 | loss: 0.031197 | val_loss: 0.0312019 | Time: 3788.33 ms
[2022-03-13 13:19:21 main:574] : INFO : Epoch 1934 | loss: 0.0311975 | val_loss: 0.0312009 | Time: 3768.53 ms
[2022-03-13 13:19:25 main:574] : INFO : Epoch 1935 | loss: 0.0311974 | val_loss: 0.031202 | Time: 3758.46 ms
[2022-03-13 13:19:28 main:574] : INFO : Epoch 1936 | loss: 0.0311961 | val_loss: 0.0312001 | Time: 3739.56 ms
[2022-03-13 13:19:32 main:574] : INFO : Epoch 1937 | loss: 0.0311952 | val_loss: 0.0312003 | Time: 3748.78 ms
[2022-03-13 13:19:36 main:574] : INFO : Epoch 1938 | loss: 0.0311954 | val_loss: 0.0312001 | Time: 3727.87 ms
[2022-03-13 13:19:40 main:574] : INFO : Epoch 1939 | loss: 0.0311957 | val_loss: 0.0312009 | Time: 3848.08 ms
[2022-03-13 13:19:44 main:574] : INFO : Epoch 1940 | loss: 0.0311959 | val_loss: 0.0312003 | Time: 3729.96 ms
[2022-03-13 13:19:47 main:574] : INFO : Epoch 1941 | loss: 0.0311955 | val_loss: 0.0312004 | Time: 3718.24 ms
[2022-03-13 13:19:51 main:574] : INFO : Epoch 1942 | loss: 0.0311955 | val_loss: 0.0312008 | Time: 3707.14 ms
[2022-03-13 13:19:55 main:574] : INFO : Epoch 1943 | loss: 0.0311961 | val_loss: 0.0312012 | Time: 3773.12 ms
[2022-03-13 13:19:59 main:574] : INFO : Epoch 1944 | loss: 0.0311968 | val_loss: 0.0312008 | Time: 3807.82 ms
[2022-03-13 13:20:02 main:574] : INFO : Epoch 1945 | loss: 0.031196 | val_loss: 0.0312008 | Time: 3785.54 ms
[2022-03-13 13:20:06 main:574] : INFO : Epoch 1946 | loss: 0.0311962 | val_loss: 0.0312002 | Time: 3677.05 ms
[2022-03-13 13:20:10 main:574] : INFO : Epoch 1947 | loss: 0.031196 | val_loss: 0.0311999 | Time: 3825.75 ms
[2022-03-13 13:20:14 main:574] : INFO : Epoch 1948 | loss: 0.0311958 | val_loss: 0.0312004 | Time: 3767.96 ms
[2022-03-13 13:20:18 main:574] : INFO : Epoch 1949 | loss: 0.0311951 | val_loss: 0.0312028 | Time: 3848.6 ms
[2022-03-13 13:20:21 main:574] : INFO : Epoch 1950 | loss: 0.0311953 | val_loss: 0.0312002 | Time: 3699.56 ms
[2022-03-13 13:20:25 main:574] : INFO : Epoch 1951 | loss: 0.0311955 | val_loss: 0.0312004 | Time: 3742.95 ms
[2022-03-13 13:20:29 main:574] : INFO : Epoch 1952 | loss: 0.0311948 | val_loss: 0.0312018 | Time: 3833.96 ms
[2022-03-13 13:20:33 main:574] : INFO : Epoch 1953 | loss: 0.0311943 | val_loss: 0.0312 | Time: 3749.55 ms
[2022-03-13 13:20:36 main:574] : INFO : Epoch 1954 | loss: 0.0311951 | val_loss: 0.031201 | Time: 3811.24 ms
[2022-03-13 13:20:40 main:574] : INFO : Epoch 1955 | loss: 0.0311943 | val_loss: 0.0311994 | Time: 3687.19 ms
[2022-03-13 13:20:44 main:574] : INFO : Epoch 1956 | loss: 0.0311936 | val_loss: 0.0312 | Time: 3719.19 ms
[2022-03-13 13:20:48 main:574] : INFO : Epoch 1957 | loss: 0.0311941 | val_loss: 0.0312016 | Time: 3849.8 ms
[2022-03-13 13:20:51 main:574] : INFO : Epoch 1958 | loss: 0.0311942 | val_loss: 0.0311996 | Time: 3701.96 ms
[2022-03-13 13:20:55 main:574] : INFO : Epoch 1959 | loss: 0.0311949 | val_loss: 0.0311997 | Time: 3678.29 ms
[2022-03-13 13:20:59 main:574] : INFO : Epoch 1960 | loss: 0.0311937 | val_loss: 0.0311998 | Time: 3745.34 ms
[2022-03-13 13:21:03 main:574] : INFO : Epoch 1961 | loss: 0.0311941 | val_loss: 0.0312009 | Time: 3742.92 ms
[2022-03-13 13:21:06 main:574] : INFO : Epoch 1962 | loss: 0.0311963 | val_loss: 0.0312054 | Time: 3692.01 ms
[2022-03-13 13:21:10 main:574] : INFO : Epoch 1963 | loss: 0.0311955 | val_loss: 0.0312013 | Time: 3723.34 ms
[2022-03-13 13:21:14 main:574] : INFO : Epoch 1964 | loss: 0.0311935 | val_loss: 0.0312001 | Time: 3774.33 ms
[2022-03-13 13:21:17 main:574] : INFO : Epoch 1965 | loss: 0.0311946 | val_loss: 0.0312016 | Time: 3714.08 ms
[2022-03-13 13:21:21 main:574] : INFO : Epoch 1966 | loss: 0.0311939 | val_loss: 0.0311998 | Time: 3771.99 ms
[2022-03-13 13:21:25 main:574] : INFO : Epoch 1967 | loss: 0.0311932 | val_loss: 0.0312002 | Time: 3707.49 ms
[2022-03-13 13:21:29 main:574] : INFO : Epoch 1968 | loss: 0.0311928 | val_loss: 0.0312001 | Time: 3884.52 ms
[2022-03-13 13:21:33 main:574] : INFO : Epoch 1969 | loss: 0.0311924 | val_loss: 0.031201 | Time: 3855.5 ms
[2022-03-13 13:21:37 main:574] : INFO : Epoch 1970 | loss: 0.0311935 | val_loss: 0.0312007 | Time: 3799.35 ms
[2022-03-13 13:21:40 main:574] : INFO : Epoch 1971 | loss: 0.0311932 | val_loss: 0.0312015 | Time: 3796.55 ms
[2022-03-13 13:21:44 main:574] : INFO : Epoch 1972 | loss: 0.0311921 | val_loss: 0.0312001 | Time: 3750.35 ms
[2022-03-13 13:21:48 main:574] : INFO : Epoch 1973 | loss: 0.0311918 | val_loss: 0.0312011 | Time: 3701.97 ms
[2022-03-13 13:21:52 main:574] : INFO : Epoch 1974 | loss: 0.031194 | val_loss: 0.0312023 | Time: 3713.34 ms
[2022-03-13 13:21:55 main:574] : INFO : Epoch 1975 | loss: 0.031193 | val_loss: 0.0312004 | Time: 3764.41 ms
[2022-03-13 13:21:59 main:574] : INFO : Epoch 1976 | loss: 0.0311927 | val_loss: 0.0311998 | Time: 3751.92 ms
[2022-03-13 13:22:03 main:574] : INFO : Epoch 1977 | loss: 0.0311916 | val_loss: 0.0311999 | Time: 3746.77 ms
[2022-03-13 13:22:06 main:574] : INFO : Epoch 1978 | loss: 0.0311921 | val_loss: 0.0312016 | Time: 3674.86 ms
[2022-03-13 13:22:10 main:574] : INFO : Epoch 1979 | loss: 0.0311919 | val_loss: 0.0311996 | Time: 3822.46 ms
[2022-03-13 13:22:14 main:574] : INFO : Epoch 1980 | loss: 0.0311914 | val_loss: 0.0312012 | Time: 3741.89 ms
[2022-03-13 13:22:18 main:574] : INFO : Epoch 1981 | loss: 0.0311915 | val_loss: 0.0312016 | Time: 3760.15 ms
[2022-03-13 13:22:22 main:574] : INFO : Epoch 1982 | loss: 0.0311924 | val_loss: 0.0312008 | Time: 3778.66 ms
[2022-03-13 13:22:25 main:574] : INFO : Epoch 1983 | loss: 0.031192 | val_loss: 0.0312005 | Time: 3686.69 ms
[2022-03-13 13:22:29 main:574] : INFO : Epoch 1984 | loss: 0.0311907 | val_loss: 0.0312017 | Time: 3760 ms
[2022-03-13 13:22:33 main:574] : INFO : Epoch 1985 | loss: 0.0311944 | val_loss: 0.0312035 | Time: 3690.04 ms
[2022-03-13 13:22:36 main:574] : INFO : Epoch 1986 | loss: 0.0311921 | val_loss: 0.0312002 | Time: 3671.6 ms
[2022-03-13 13:22:40 main:574] : INFO : Epoch 1987 | loss: 0.0311908 | val_loss: 0.0312012 | Time: 3791.92 ms
[2022-03-13 13:22:44 main:574] : INFO : Epoch 1988 | loss: 0.0311908 | val_loss: 0.0312011 | Time: 3768.7 ms
[2022-03-13 13:22:48 main:574] : INFO : Epoch 1989 | loss: 0.0311917 | val_loss: 0.0312018 | Time: 3799.44 ms
[2022-03-13 13:22:51 main:574] : INFO : Epoch 1990 | loss: 0.0311922 | val_loss: 0.0312065 | Time: 3671.28 ms
[2022-03-13 13:22:55 main:574] : INFO : Epoch 1991 | loss: 0.0311926 | val_loss: 0.0312018 | Time: 3693.96 ms
[2022-03-13 13:22:59 main:574] : INFO : Epoch 1992 | loss: 0.0311904 | val_loss: 0.0312012 | Time: 3811.48 ms
[2022-03-13 13:23:03 main:574] : INFO : Epoch 1993 | loss: 0.0311905 | val_loss: 0.0312019 | Time: 3829.46 ms
[2022-03-13 13:23:07 main:574] : INFO : Epoch 1994 | loss: 0.0311916 | val_loss: 0.0312035 | Time: 3731.94 ms
[2022-03-13 13:23:10 main:574] : INFO : Epoch 1995 | loss: 0.0311938 | val_loss: 0.0312043 | Time: 3688.32 ms
[2022-03-13 13:23:14 main:574] : INFO : Epoch 1996 | loss: 0.0311931 | val_loss: 0.0312031 | Time: 3640.75 ms
[2022-03-13 13:23:18 main:574] : INFO : Epoch 1997 | loss: 0.0311904 | val_loss: 0.0312017 | Time: 3803.49 ms
[2022-03-13 13:23:22 main:574] : INFO : Epoch 1998 | loss: 0.0311905 | val_loss: 0.0312027 | Time: 3775.52 ms
[2022-03-13 13:23:25 main:574] : INFO : Epoch 1999 | loss: 0.0311916 | val_loss: 0.0312015 | Time: 3781.47 ms
[2022-03-13 13:23:29 main:574] : INFO : Epoch 2000 | loss: 0.0311912 | val_loss: 0.0312017 | Time: 3887.02 ms
[2022-03-13 13:23:33 main:574] : INFO : Epoch 2001 | loss: 0.0311908 | val_loss: 0.0312024 | Time: 3702.06 ms
[2022-03-13 13:23:37 main:574] : INFO : Epoch 2002 | loss: 0.0311918 | val_loss: 0.0312018 | Time: 3728.49 ms
[2022-03-13 13:23:40 main:574] : INFO : Epoch 2003 | loss: 0.03119 | val_loss: 0.0312016 | Time: 3749.99 ms
[2022-03-13 13:23:44 main:574] : INFO : Epoch 2004 | loss: 0.0311896 | val_loss: 0.0312013 | Time: 3707.71 ms
[2022-03-13 13:23:48 main:574] : INFO : Epoch 2005 | loss: 0.0311889 | val_loss: 0.0312014 | Time: 3716.05 ms
[2022-03-13 13:23:52 main:574] : INFO : Epoch 2006 | loss: 0.0311897 | val_loss: 0.031203 | Time: 3719.03 ms
[2022-03-13 13:23:55 main:574] : INFO : Epoch 2007 | loss: 0.0311896 | val_loss: 0.0312009 | Time: 3740.8 ms
[2022-03-13 13:23:59 main:574] : INFO : Epoch 2008 | loss: 0.0311907 | val_loss: 0.0312029 | Time: 3677.47 ms
[2022-03-13 13:24:03 main:574] : INFO : Epoch 2009 | loss: 0.03119 | val_loss: 0.0312027 | Time: 3860.3 ms
[2022-03-13 13:24:07 main:574] : INFO : Epoch 2010 | loss: 0.0311892 | val_loss: 0.0312017 | Time: 3747.08 ms
[2022-03-13 13:24:10 main:574] : INFO : Epoch 2011 | loss: 0.0311892 | val_loss: 0.0312025 | Time: 3691.98 ms
[2022-03-13 13:24:14 main:574] : INFO : Epoch 2012 | loss: 0.0311888 | val_loss: 0.0312032 | Time: 3671.69 ms
[2022-03-13 13:24:18 main:574] : INFO : Epoch 2013 | loss: 0.0311916 | val_loss: 0.0312042 | Time: 3639.25 ms
[2022-03-13 13:24:21 main:574] : INFO : Epoch 2014 | loss: 0.0311908 | val_loss: 0.0312009 | Time: 3803.46 ms
[2022-03-13 13:24:25 main:574] : INFO : Epoch 2015 | loss: 0.0311906 | val_loss: 0.0312013 | Time: 3744.43 ms
[2022-03-13 13:24:29 main:574] : INFO : Epoch 2016 | loss: 0.0311899 | val_loss: 0.0312018 | Time: 3700.19 ms
[2022-03-13 13:24:33 main:574] : INFO : Epoch 2017 | loss: 0.0311895 | val_loss: 0.0312006 | Time: 3783.56 ms
[2022-03-13 13:24:36 main:574] : INFO : Epoch 2018 | loss: 0.0311895 | val_loss: 0.0312013 | Time: 3624.23 ms
[2022-03-13 13:24:40 main:574] : INFO : Epoch 2019 | loss: 0.0311892 | val_loss: 0.0312016 | Time: 3775.95 ms
[2022-03-13 13:24:44 main:574] : INFO : Epoch 2020 | loss: 0.0311889 | val_loss: 0.031201 | Time: 3681.21 ms
[2022-03-13 13:24:47 main:574] : INFO : Epoch 2021 | loss: 0.0311895 | val_loss: 0.0312019 | Time: 3643.93 ms
[2022-03-13 13:24:51 main:574] : INFO : Epoch 2022 | loss: 0.0311913 | val_loss: 0.0311991 | Time: 3764.41 ms
[2022-03-13 13:24:55 main:574] : INFO : Epoch 2023 | loss: 0.0311906 | val_loss: 0.0312014 | Time: 3567.71 ms
[2022-03-13 13:24:58 main:574] : INFO : Epoch 2024 | loss: 0.0311906 | val_loss: 0.0311986 | Time: 3685.71 ms
[2022-03-13 13:25:02 main:574] : INFO : Epoch 2025 | loss: 0.0311901 | val_loss: 0.0311992 | Time: 3707.22 ms
[2022-03-13 13:25:06 main:574] : INFO : Epoch 2026 | loss: 0.0311895 | val_loss: 0.0311986 | Time: 3608.28 ms
[2022-03-13 13:25:10 main:574] : INFO : Epoch 2027 | loss: 0.0311894 | val_loss: 0.0312028 | Time: 3860.86 ms
[2022-03-13 13:25:13 main:574] : INFO : Epoch 2028 | loss: 0.0311908 | val_loss: 0.0312001 | Time: 3641.64 ms
[2022-03-13 13:25:17 main:574] : INFO : Epoch 2029 | loss: 0.0311892 | val_loss: 0.0311984 | Time: 3669.23 ms
[2022-03-13 13:25:21 main:574] : INFO : Epoch 2030 | loss: 0.0311898 | val_loss: 0.0311981 | Time: 3723.57 ms
[2022-03-13 13:25:24 main:574] : INFO : Epoch 2031 | loss: 0.0311888 | val_loss: 0.0311991 | Time: 3608.6 ms
[2022-03-13 13:25:28 main:574] : INFO : Epoch 2032 | loss: 0.0311896 | val_loss: 0.0312012 | Time: 3764.05 ms
[2022-03-13 13:25:32 main:574] : INFO : Epoch 2033 | loss: 0.0311891 | val_loss: 0.0312012 | Time: 3686.59 ms
[2022-03-13 13:25:35 main:574] : INFO : Epoch 2034 | loss: 0.0311887 | val_loss: 0.0311995 | Time: 3687.65 ms
[2022-03-13 13:25:39 main:574] : INFO : Epoch 2035 | loss: 0.0311889 | val_loss: 0.0312004 | Time: 3687.66 ms
[2022-03-13 13:25:43 main:574] : INFO : Epoch 2036 | loss: 0.031188 | val_loss: 0.0312004 | Time: 3720.24 ms
[2022-03-13 13:25:47 main:574] : INFO : Epoch 2037 | loss: 0.0311876 | val_loss: 0.0312003 | Time: 3692.59 ms
[2022-03-13 13:25:50 main:574] : INFO : Epoch 2038 | loss: 0.031188 | val_loss: 0.0311987 | Time: 3729.72 ms
[2022-03-13 13:25:54 main:574] : INFO : Epoch 2039 | loss: 0.0311881 | val_loss: 0.0312002 | Time: 3682.59 ms
[2022-03-13 13:25:58 main:574] : INFO : Epoch 2040 | loss: 0.0311883 | val_loss: 0.0312036 | Time: 3758.25 ms
[2022-03-13 13:26:01 main:574] : INFO : Epoch 2041 | loss: 0.0311881 | val_loss: 0.0311985 | Time: 3689.06 ms
[2022-03-13 13:26:05 main:574] : INFO : Epoch 2042 | loss: 0.0311873 | val_loss: 0.0312016 | Time: 3691.26 ms
[2022-03-13 13:26:09 main:574] : INFO : Epoch 2043 | loss: 0.0311877 | val_loss: 0.0311996 | Time: 3713.56 ms
[2022-03-13 13:26:13 main:574] : INFO : Epoch 2044 | loss: 0.0311891 | val_loss: 0.0312024 | Time: 3642.27 ms
[2022-03-13 13:26:16 main:574] : INFO : Epoch 2045 | loss: 0.0311894 | val_loss: 0.0312019 | Time: 3750.21 ms
[2022-03-13 13:26:20 main:574] : INFO : Epoch 2046 | loss: 0.0311886 | val_loss: 0.0311994 | Time: 3681.38 ms
[2022-03-13 13:26:24 main:574] : INFO : Epoch 2047 | loss: 0.0311875 | val_loss: 0.0312022 | Time: 3659.61 ms
[2022-03-13 13:26:27 main:574] : INFO : Epoch 2048 | loss: 0.0311879 | val_loss: 0.031201 | Time: 3680.21 ms
[2022-03-13 13:26:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031201
[2022-03-13 13:26:27 main:603] : INFO : Saving end state to config to file
[2022-03-13 13:26:27 main:608] : INFO : Success, exiting..
13:26:27 (17668): 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)