Task 7663270
| Name | ParityModified-1631731508-8829-1_1 |
| Workunit | 5248324 |
| Created | 28 Sep 2021, 1:59:09 UTC |
| Sent | 28 Sep 2021, 2:28:06 UTC |
| Report deadline | 5 Oct 2021, 2:28:06 UTC |
| Received | 28 Sep 2021, 11:28:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5309 |
| Run time | 2 hours 14 min 51 sec |
| CPU time | 2 hours 12 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,247.54 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> 5:39 main:574] : INFO : Epoch 1542 | loss: 0.0311981 | val_loss: 0.0311955 | Time: 3906.12 ms [2021-09-28 12:55:42 main:574] : INFO : Epoch 1543 | loss: 0.0311977 | val_loss: 0.0311947 | Time: 3769.9 ms [2021-09-28 12:55:46 main:574] : INFO : Epoch 1544 | loss: 0.0311968 | val_loss: 0.0311941 | Time: 3803.96 ms [2021-09-28 12:55:50 main:574] : INFO : Epoch 1545 | loss: 0.0311963 | val_loss: 0.031194 | Time: 3807.24 ms [2021-09-28 12:55:54 main:574] : INFO : Epoch 1546 | loss: 0.0311966 | val_loss: 0.0311937 | Time: 4059.12 ms [2021-09-28 12:55:58 main:574] : INFO : Epoch 1547 | loss: 0.0311962 | val_loss: 0.0311932 | Time: 3679.38 ms [2021-09-28 12:56:01 main:574] : INFO : Epoch 1548 | loss: 0.0311956 | val_loss: 0.0311931 | Time: 3668.54 ms [2021-09-28 12:56:05 main:574] : INFO : Epoch 1549 | loss: 0.0311954 | val_loss: 0.0311931 | Time: 3909.47 ms [2021-09-28 12:56:09 main:574] : INFO : Epoch 1550 | loss: 0.0311958 | val_loss: 0.0311937 | Time: 3909.1 ms [2021-09-28 12:56:13 main:574] : INFO : Epoch 1551 | loss: 0.0311956 | val_loss: 0.0311928 | Time: 3677.79 ms [2021-09-28 12:56:17 main:574] : INFO : Epoch 1552 | loss: 0.0311955 | val_loss: 0.0311945 | Time: 3880.87 ms [2021-09-28 12:56:21 main:574] : INFO : Epoch 1553 | loss: 0.0311962 | val_loss: 0.0311926 | Time: 3901.11 ms [2021-09-28 12:56:25 main:574] : INFO : Epoch 1554 | loss: 0.0311951 | val_loss: 0.031192 | Time: 3943.91 ms [2021-09-28 12:56:28 main:574] : INFO : Epoch 1555 | loss: 0.0311949 | val_loss: 0.031193 | Time: 3677.71 ms [2021-09-28 12:56:32 main:574] : INFO : Epoch 1556 | loss: 0.0311946 | val_loss: 0.0311931 | Time: 3844.8 ms [2021-09-28 12:56:36 main:574] : INFO : Epoch 1557 | loss: 0.031195 | val_loss: 0.0311922 | Time: 3821.9 ms [2021-09-28 12:56:40 main:574] : INFO : Epoch 1558 | loss: 0.0311947 | val_loss: 0.0311924 | Time: 3760.82 ms [2021-09-28 12:56:43 main:574] : INFO : Epoch 1559 | loss: 0.0311945 | val_loss: 0.0311919 | Time: 3605.4 ms [2021-09-28 12:56:47 main:574] : INFO : Epoch 1560 | loss: 0.0311936 | val_loss: 0.0311909 | Time: 3692.46 ms [2021-09-28 12:56:51 main:574] : INFO : Epoch 1561 | loss: 0.0311928 | val_loss: 0.031191 | Time: 4016.68 ms [2021-09-28 12:56:55 main:574] : INFO : Epoch 1562 | loss: 0.0311928 | val_loss: 0.0311909 | Time: 4076.68 ms [2021-09-28 12:56:59 main:574] : INFO : Epoch 1563 | loss: 0.0311934 | val_loss: 0.0311926 | Time: 4094.27 ms [2021-09-28 12:57:03 main:574] : INFO : Epoch 1564 | loss: 0.0311928 | val_loss: 0.0311915 | Time: 4153.97 ms [2021-09-28 12:57:07 main:574] : INFO : Epoch 1565 | loss: 0.031192 | val_loss: 0.0311906 | Time: 4042.71 ms [2021-09-28 12:57:11 main:574] : INFO : Epoch 1566 | loss: 0.0311918 | val_loss: 0.0311908 | Time: 3741.57 ms [2021-09-28 12:57:15 main:574] : INFO : Epoch 1567 | loss: 0.031192 | val_loss: 0.0311924 | Time: 3605.84 ms [2021-09-28 12:57:19 main:574] : INFO : Epoch 1568 | loss: 0.0311917 | val_loss: 0.0311903 | Time: 3789.76 ms [2021-09-28 12:57:22 main:574] : INFO : Epoch 1569 | loss: 0.0311918 | val_loss: 0.0311916 | Time: 3817.48 ms [2021-09-28 12:57:26 main:574] : INFO : Epoch 1570 | loss: 0.031192 | val_loss: 0.0311913 | Time: 3914.15 ms [2021-09-28 12:57:30 main:574] : INFO : Epoch 1571 | loss: 0.031191 | val_loss: 0.0311915 | Time: 3758.51 ms [2021-09-28 12:57:34 main:574] : INFO : Epoch 1572 | loss: 0.0311914 | val_loss: 0.0311902 | Time: 3752.02 ms [2021-09-28 12:57:38 main:574] : INFO : Epoch 1573 | loss: 0.0311909 | val_loss: 0.0311902 | Time: 3920.65 ms [2021-09-28 12:57:42 main:574] : INFO : Epoch 1574 | loss: 0.0311903 | val_loss: 0.0311899 | Time: 4018.12 ms [2021-09-28 12:57:46 main:574] : INFO : Epoch 1575 | loss: 0.0311898 | val_loss: 0.0311901 | Time: 3841.91 ms [2021-09-28 12:57:50 main:574] : INFO : Epoch 1576 | loss: 0.0311893 | val_loss: 0.0311896 | Time: 3943.31 ms [2021-09-28 12:57:53 main:574] : INFO : Epoch 1577 | loss: 0.0311894 | val_loss: 0.0311894 | Time: 3802.63 ms [2021-09-28 12:57:57 main:574] : INFO : Epoch 1578 | loss: 0.0311889 | val_loss: 0.0311898 | Time: 3672.89 ms [2021-09-28 12:58:01 main:574] : INFO : Epoch 1579 | loss: 0.0311889 | val_loss: 0.0311897 | Time: 3799.99 ms [2021-09-28 12:58:05 main:574] : INFO : Epoch 1580 | loss: 0.031189 | val_loss: 0.0311896 | Time: 4026.28 ms [2021-09-28 12:58:09 main:574] : INFO : Epoch 1581 | loss: 0.031188 | val_loss: 0.0311891 | Time: 3832.18 ms [2021-09-28 12:58:13 main:574] : INFO : Epoch 1582 | loss: 0.0311876 | val_loss: 0.0311892 | Time: 3876.72 ms [2021-09-28 12:58:17 main:574] : INFO : Epoch 1583 | loss: 0.0311871 | val_loss: 0.0311903 | Time: 3828.85 ms [2021-09-28 12:58:20 main:574] : INFO : Epoch 1584 | loss: 0.0311868 | val_loss: 0.0311888 | Time: 3575.81 ms [2021-09-28 12:58:24 main:574] : INFO : Epoch 1585 | loss: 0.0311866 | val_loss: 0.0311892 | Time: 3909.97 ms [2021-09-28 12:58:28 main:574] : INFO : Epoch 1586 | loss: 0.0311869 | val_loss: 0.0311891 | Time: 4059.95 ms [2021-09-28 12:58:32 main:574] : INFO : Epoch 1587 | loss: 0.0311869 | val_loss: 0.0311905 | Time: 3778.51 ms [2021-09-28 12:58:36 main:574] : INFO : Epoch 1588 | loss: 0.0311866 | val_loss: 0.0311888 | Time: 3728 ms [2021-09-28 12:58:39 main:574] : INFO : Epoch 1589 | loss: 0.0311859 | val_loss: 0.0311886 | Time: 3746.76 ms [2021-09-28 12:58:43 main:574] : INFO : Epoch 1590 | loss: 0.031186 | val_loss: 0.0311882 | Time: 3743.03 ms [2021-09-28 12:58:47 main:574] : INFO : Epoch 1591 | loss: 0.0311859 | val_loss: 0.0311883 | Time: 3849.82 ms [2021-09-28 12:58:51 main:574] : INFO : Epoch 1592 | loss: 0.0311846 | val_loss: 0.0311887 | Time: 3809.34 ms [2021-09-28 12:58:55 main:574] : INFO : Epoch 1593 | loss: 0.0311838 | val_loss: 0.0311878 | Time: 4016.28 ms [2021-09-28 12:58:59 main:574] : INFO : Epoch 1594 | loss: 0.0311837 | val_loss: 0.0311884 | Time: 3834.82 ms [2021-09-28 12:59:02 main:574] : INFO : Epoch 1595 | loss: 0.0311836 | val_loss: 0.0311881 | Time: 3703.46 ms [2021-09-28 12:59:06 main:574] : INFO : Epoch 1596 | loss: 0.0311831 | val_loss: 0.0311878 | Time: 3660.88 ms [2021-09-28 12:59:10 main:574] : INFO : Epoch 1597 | loss: 0.0311839 | val_loss: 0.0311896 | Time: 3645.31 ms [2021-09-28 12:59:14 main:574] : INFO : Epoch 1598 | loss: 0.0311838 | val_loss: 0.0311895 | Time: 3860.8 ms [2021-09-28 12:59:17 main:574] : INFO : Epoch 1599 | loss: 0.0311833 | val_loss: 0.0311885 | Time: 3901.5 ms [2021-09-28 12:59:21 main:574] : INFO : Epoch 1600 | loss: 0.0311821 | val_loss: 0.0311879 | Time: 3824.21 ms [2021-09-28 12:59:25 main:574] : INFO : Epoch 1601 | loss: 0.0311821 | val_loss: 0.0311886 | Time: 3755.92 ms [2021-09-28 12:59:29 main:574] : INFO : Epoch 1602 | loss: 0.0311819 | val_loss: 0.0311895 | Time: 4016.17 ms [2021-09-28 12:59:33 main:574] : INFO : Epoch 1603 | loss: 0.0311819 | val_loss: 0.0311887 | Time: 3901.76 ms [2021-09-28 12:59:37 main:574] : INFO : Epoch 1604 | loss: 0.0311822 | val_loss: 0.03119 | Time: 3831.42 ms [2021-09-28 12:59:41 main:574] : INFO : Epoch 1605 | loss: 0.0311819 | val_loss: 0.0311882 | Time: 3849.31 ms [2021-09-28 12:59:44 main:574] : INFO : Epoch 1606 | loss: 0.0311817 | val_loss: 0.0311873 | Time: 3737.39 ms [2021-09-28 12:59:48 main:574] : INFO : Epoch 1607 | loss: 0.0311816 | val_loss: 0.0311871 | Time: 3819.26 ms [2021-09-28 12:59:52 main:574] : INFO : Epoch 1608 | loss: 0.0311806 | val_loss: 0.031188 | Time: 3761.04 ms [2021-09-28 12:59:56 main:574] : INFO : Epoch 1609 | loss: 0.031181 | val_loss: 0.0311919 | Time: 3778.78 ms [2021-09-28 13:00:00 main:574] : INFO : Epoch 1610 | loss: 0.0311821 | val_loss: 0.0311867 | Time: 4064.74 ms [2021-09-28 13:00:04 main:574] : INFO : Epoch 1611 | loss: 0.0311813 | val_loss: 0.0311875 | Time: 3709.43 ms [2021-09-28 13:00:07 main:574] : INFO : Epoch 1612 | loss: 0.031181 | val_loss: 0.0311887 | Time: 3847.21 ms [2021-09-28 13:00:11 main:574] : INFO : Epoch 1613 | loss: 0.0311799 | val_loss: 0.0311867 | Time: 3989.1 ms [2021-09-28 13:00:15 main:574] : INFO : Epoch 1614 | loss: 0.0311793 | val_loss: 0.0311865 | Time: 3850.47 ms [2021-09-28 13:00:19 main:574] : INFO : Epoch 1615 | loss: 0.0311797 | val_loss: 0.0311866 | Time: 3753.83 ms [2021-09-28 13:00:23 main:574] : INFO : Epoch 1616 | loss: 0.0311794 | val_loss: 0.0311869 | Time: 3818.13 ms [2021-09-28 13:00:27 main:574] : INFO : Epoch 1617 | loss: 0.0311797 | val_loss: 0.0311882 | Time: 3933.98 ms [2021-09-28 13:00:31 main:574] : INFO : Epoch 1618 | loss: 0.0311789 | val_loss: 0.0311878 | Time: 3853.22 ms [2021-09-28 13:00:34 main:574] : INFO : Epoch 1619 | loss: 0.0311786 | val_loss: 0.0311907 | Time: 3822.29 ms [2021-09-28 13:00:38 main:574] : INFO : Epoch 1620 | loss: 0.0311797 | val_loss: 0.0311893 | Time: 3668.18 ms [2021-09-28 13:00:42 main:574] : INFO : Epoch 1621 | loss: 0.0311796 | val_loss: 0.0311876 | Time: 3975.33 ms [2021-09-28 13:00:46 main:574] : INFO : Epoch 1622 | loss: 0.0311783 | val_loss: 0.0311874 | Time: 4013.47 ms [2021-09-28 13:00:50 main:574] : INFO : Epoch 1623 | loss: 0.0311778 | val_loss: 0.0311866 | Time: 3684.68 ms [2021-09-28 13:00:53 main:574] : INFO : Epoch 1624 | loss: 0.0311785 | val_loss: 0.0311893 | Time: 3651.76 ms [2021-09-28 13:00:57 main:574] : INFO : Epoch 1625 | loss: 0.0311811 | val_loss: 0.0311909 | Time: 3680.34 ms [2021-09-28 13:01:01 main:574] : INFO : Epoch 1626 | loss: 0.0311797 | val_loss: 0.0311883 | Time: 3777.94 ms [2021-09-28 13:01:05 main:574] : INFO : Epoch 1627 | loss: 0.0311777 | val_loss: 0.0311869 | Time: 4109.23 ms [2021-09-28 13:01:09 main:574] : INFO : Epoch 1628 | loss: 0.0311786 | val_loss: 0.0311884 | Time: 3977 ms [2021-09-28 13:01:13 main:574] : INFO : Epoch 1629 | loss: 0.0311793 | val_loss: 0.0311887 | Time: 3915.93 ms [2021-09-28 13:01:17 main:574] : INFO : Epoch 1630 | loss: 0.0311832 | val_loss: 0.0311855 | Time: 3793.61 ms [2021-09-28 13:01:20 main:574] : INFO : Epoch 1631 | loss: 0.0311824 | val_loss: 0.031189 | Time: 3705.13 ms [2021-09-28 13:01:24 main:574] : INFO : Epoch 1632 | loss: 0.0311834 | val_loss: 0.0311847 | Time: 3852.78 ms [2021-09-28 13:01:28 main:574] : INFO : Epoch 1633 | loss: 0.0311826 | val_loss: 0.0311842 | Time: 3917.14 ms [2021-09-28 13:01:32 main:574] : INFO : Epoch 1634 | loss: 0.0311817 | val_loss: 0.031184 | Time: 3691.76 ms [2021-09-28 13:01:36 main:574] : INFO : Epoch 1635 | loss: 0.0311815 | val_loss: 0.0311855 | Time: 3609.49 ms [2021-09-28 13:01:39 main:574] : INFO : Epoch 1636 | loss: 0.0311822 | val_loss: 0.0311848 | Time: 3867.09 ms [2021-09-28 13:01:43 main:574] : INFO : Epoch 1637 | loss: 0.0311809 | val_loss: 0.0311852 | Time: 3901.37 ms [2021-09-28 13:01:47 main:574] : INFO : Epoch 1638 | loss: 0.0311805 | val_loss: 0.0311847 | Time: 3777.92 ms [2021-09-28 13:01:51 main:574] : INFO : Epoch 1639 | loss: 0.03118 | val_loss: 0.031186 | Time: 3848.82 ms [2021-09-28 13:01:55 main:574] : INFO : Epoch 1640 | loss: 0.0311792 | val_loss: 0.0311851 | Time: 3807.05 ms [2021-09-28 13:01:59 main:574] : INFO : Epoch 1641 | loss: 0.0311782 | val_loss: 0.0311848 | Time: 4107.17 ms [2021-09-28 13:02:03 main:574] : INFO : Epoch 1642 | loss: 0.0311779 | val_loss: 0.0311849 | Time: 3850.96 ms [2021-09-28 13:02:07 main:574] : INFO : Epoch 1643 | loss: 0.0311801 | val_loss: 0.0311847 | Time: 3750.21 ms [2021-09-28 13:02:10 main:574] : INFO : Epoch 1644 | loss: 0.0311786 | val_loss: 0.0311834 | Time: 3880.73 ms [2021-09-28 13:02:14 main:574] : INFO : Epoch 1645 | loss: 0.0311792 | val_loss: 0.0311819 | Time: 3852.54 ms [2021-09-28 13:02:18 main:574] : INFO : Epoch 1646 | loss: 0.0311815 | val_loss: 0.0311847 | Time: 3682.91 ms [2021-09-28 13:02:22 main:574] : INFO : Epoch 1647 | loss: 0.0311825 | val_loss: 0.0311847 | Time: 3964.12 ms [2021-09-28 13:02:26 main:574] : INFO : Epoch 1648 | loss: 0.0311837 | val_loss: 0.0311845 | Time: 3753.36 ms [2021-09-28 13:02:29 main:574] : INFO : Epoch 1649 | loss: 0.0311937 | val_loss: 0.0311959 | Time: 3721.46 ms [2021-09-28 13:02:33 main:574] : INFO : Epoch 1650 | loss: 0.0311965 | val_loss: 0.0311955 | Time: 3808.09 ms [2021-09-28 13:02:37 main:574] : INFO : Epoch 1651 | loss: 0.0311949 | val_loss: 0.0311967 | Time: 3913.33 ms [2021-09-28 13:02:41 main:574] : INFO : Epoch 1652 | loss: 0.0311942 | val_loss: 0.0311933 | Time: 4026.1 ms [2021-09-28 13:02:45 main:574] : INFO : Epoch 1653 | loss: 0.0311912 | val_loss: 0.0311933 | Time: 3861.27 ms [2021-09-28 13:02:49 main:574] : INFO : Epoch 1654 | loss: 0.031191 | val_loss: 0.0311938 | Time: 3770.03 ms [2021-09-28 13:02:53 main:574] : INFO : Epoch 1655 | loss: 0.031191 | val_loss: 0.0311969 | Time: 3863.13 ms [2021-09-28 13:02:57 main:574] : INFO : Epoch 1656 | loss: 0.0311941 | val_loss: 0.031193 | Time: 4363.59 ms [2021-09-28 13:03:01 main:574] : INFO : Epoch 1657 | loss: 0.0311889 | val_loss: 0.0311913 | Time: 4075.6 ms [2021-09-28 13:03:05 main:574] : INFO : Epoch 1658 | loss: 0.0311876 | val_loss: 0.0311939 | Time: 3774.1 ms [2021-09-28 13:03:09 main:574] : INFO : Epoch 1659 | loss: 0.0311866 | val_loss: 0.0311907 | Time: 3767.32 ms [2021-09-28 13:03:13 main:574] : INFO : Epoch 1660 | loss: 0.0311865 | val_loss: 0.0311936 | Time: 3856.01 ms [2021-09-28 13:03:16 main:574] : INFO : Epoch 1661 | loss: 0.031186 | val_loss: 0.0311906 | Time: 3683.52 ms [2021-09-28 13:03:20 main:574] : INFO : Epoch 1662 | loss: 0.0311856 | val_loss: 0.0311907 | Time: 3673.76 ms [2021-09-28 13:03:24 main:574] : INFO : Epoch 1663 | loss: 0.031186 | val_loss: 0.0311906 | Time: 3742.44 ms [2021-09-28 13:03:28 main:574] : INFO : Epoch 1664 | loss: 0.0311847 | val_loss: 0.0311912 | Time: 3815.76 ms [2021-09-28 13:03:31 main:574] : INFO : Epoch 1665 | loss: 0.031186 | val_loss: 0.0311906 | Time: 3810.93 ms [2021-09-28 13:03:35 main:574] : INFO : Epoch 1666 | loss: 0.0311837 | val_loss: 0.03119 | Time: 3995.4 ms [2021-09-28 13:03:39 main:574] : INFO : Epoch 1667 | loss: 0.0311838 | val_loss: 0.0311889 | Time: 3967.52 ms [2021-09-28 13:03:43 main:574] : INFO : Epoch 1668 | loss: 0.0311835 | val_loss: 0.0311897 | Time: 3980.28 ms [2021-09-28 13:03:47 main:574] : INFO : Epoch 1669 | loss: 0.0311834 | val_loss: 0.0311889 | Time: 3790.13 ms [2021-09-28 13:03:51 main:574] : INFO : Epoch 1670 | loss: 0.0311822 | val_loss: 0.0311891 | Time: 3727.01 ms [2021-09-28 13:03:55 main:574] : INFO : Epoch 1671 | loss: 0.0311823 | val_loss: 0.0311883 | Time: 3822.12 ms [2021-09-28 13:03:58 main:574] : INFO : Epoch 1672 | loss: 0.031182 | val_loss: 0.0311882 | Time: 3769.01 ms [2021-09-28 13:04:02 main:574] : INFO : Epoch 1673 | loss: 0.0311825 | val_loss: 0.0311888 | Time: 3783.3 ms [2021-09-28 13:04:06 main:574] : INFO : Epoch 1674 | loss: 0.0311821 | val_loss: 0.031188 | Time: 3671.36 ms [2021-09-28 13:04:10 main:574] : INFO : Epoch 1675 | loss: 0.0311826 | val_loss: 0.0311888 | Time: 3746.15 ms [2021-09-28 13:04:14 main:574] : INFO : Epoch 1676 | loss: 0.0311817 | val_loss: 0.031188 | Time: 3832.79 ms [2021-09-28 13:04:17 main:574] : INFO : Epoch 1677 | loss: 0.031182 | val_loss: 0.0311915 | Time: 3930.34 ms [2021-09-28 13:04:21 main:574] : INFO : Epoch 1678 | loss: 0.031182 | val_loss: 0.0311893 | Time: 4023.61 ms [2021-09-28 13:04:25 main:574] : INFO : Epoch 1679 | loss: 0.0311836 | val_loss: 0.0311919 | Time: 3806.45 ms [2021-09-28 13:04:29 main:574] : INFO : Epoch 1680 | loss: 0.0311834 | val_loss: 0.0311877 | Time: 3781.7 ms [2021-09-28 13:04:33 main:574] : INFO : Epoch 1681 | loss: 0.031181 | val_loss: 0.0311885 | Time: 3819 ms [2021-09-28 13:04:37 main:574] : INFO : Epoch 1682 | loss: 0.0311801 | val_loss: 0.0311879 | Time: 3802.61 ms [2021-09-28 13:04:41 main:574] : INFO : Epoch 1683 | loss: 0.0311797 | val_loss: 0.0311872 | Time: 3840.64 ms [2021-09-28 13:04:45 main:574] : INFO : Epoch 1684 | loss: 0.0311814 | val_loss: 0.0311877 | Time: 3999.27 ms [2021-09-28 13:04:48 main:574] : INFO : Epoch 1685 | loss: 0.0311807 | val_loss: 0.031188 | Time: 3893.8 ms [2021-09-28 13:04:52 main:574] : INFO : Epoch 1686 | loss: 0.03118 | val_loss: 0.0311867 | Time: 3831.53 ms [2021-09-28 13:04:56 main:574] : INFO : Epoch 1687 | loss: 0.0311823 | val_loss: 0.0311912 | Time: 3779.09 ms [2021-09-28 13:05:00 main:574] : INFO : Epoch 1688 | loss: 0.0311825 | val_loss: 0.0311865 | Time: 3750.23 ms [2021-09-28 13:05:04 main:574] : INFO : Epoch 1689 | loss: 0.0311783 | val_loss: 0.0311871 | Time: 3683.95 ms [2021-09-28 13:05:07 main:574] : INFO : Epoch 1690 | loss: 0.0311785 | val_loss: 0.0311878 | Time: 3726.16 ms [2021-09-28 13:05:11 main:574] : INFO : Epoch 1691 | loss: 0.0311782 | val_loss: 0.0311864 | Time: 3890.36 ms [2021-09-28 13:05:15 main:574] : INFO : Epoch 1692 | loss: 0.0311781 | val_loss: 0.0311887 | Time: 4035.98 ms [2021-09-28 13:05:19 main:574] : INFO : Epoch 1693 | loss: 0.0311784 | val_loss: 0.0311877 | Time: 3819.71 ms [2021-09-28 13:05:23 main:574] : INFO : Epoch 1694 | loss: 0.0311778 | val_loss: 0.0311882 | Time: 3722.43 ms [2021-09-28 13:05:27 main:574] : INFO : Epoch 1695 | loss: 0.031179 | val_loss: 0.0311913 | Time: 3772.89 ms [2021-09-28 13:05:30 main:574] : INFO : Epoch 1696 | loss: 0.0311815 | val_loss: 0.0311897 | Time: 3780.04 ms [2021-09-28 13:05:34 main:574] : INFO : Epoch 1697 | loss: 0.0311799 | val_loss: 0.0311861 | Time: 4007.42 ms [2021-09-28 13:05:38 main:574] : INFO : Epoch 1698 | loss: 0.0311778 | val_loss: 0.0311872 | Time: 4026.66 ms [2021-09-28 13:05:42 main:574] : INFO : Epoch 1699 | loss: 0.03118 | val_loss: 0.0311917 | Time: 3891.5 ms [2021-09-28 13:05:46 main:574] : INFO : Epoch 1700 | loss: 0.0311793 | val_loss: 0.0311896 | Time: 3744.3 ms [2021-09-28 13:05:50 main:574] : INFO : Epoch 1701 | loss: 0.0311782 | val_loss: 0.0311927 | Time: 3799.05 ms [2021-09-28 13:05:54 main:574] : INFO : Epoch 1702 | loss: 0.0311781 | val_loss: 0.0311883 | Time: 3904.04 ms [2021-09-28 13:05:58 main:574] : INFO : Epoch 1703 | loss: 0.0311775 | val_loss: 0.0311873 | Time: 3812.84 ms [2021-09-28 13:06:01 main:574] : INFO : Epoch 1704 | loss: 0.031177 | val_loss: 0.0311909 | Time: 3569 ms [2021-09-28 13:06:05 main:574] : INFO : Epoch 1705 | loss: 0.0311784 | val_loss: 0.0311869 | Time: 3836.19 ms [2021-09-28 13:06:09 main:574] : INFO : Epoch 1706 | loss: 0.0311756 | val_loss: 0.0311864 | Time: 4055.5 ms [2021-09-28 13:06:13 main:574] : INFO : Epoch 1707 | loss: 0.031176 | val_loss: 0.0311878 | Time: 3961.63 ms [2021-09-28 13:06:17 main:574] : INFO : Epoch 1708 | loss: 0.0311772 | val_loss: 0.0311877 | Time: 4010.07 ms [2021-09-28 13:06:21 main:574] : INFO : Epoch 1709 | loss: 0.031178 | val_loss: 0.0311904 | Time: 3837.07 ms [2021-09-28 13:06:25 main:574] : INFO : Epoch 1710 | loss: 0.0311777 | val_loss: 0.0311895 | Time: 3905.29 ms [2021-09-28 13:06:29 main:574] : INFO : Epoch 1711 | loss: 0.0311779 | val_loss: 0.0311889 | Time: 3815.91 ms [2021-09-28 13:06:32 main:574] : INFO : Epoch 1712 | loss: 0.0311791 | val_loss: 0.0311887 | Time: 3694.43 ms [2021-09-28 13:06:36 main:574] : INFO : Epoch 1713 | loss: 0.0311769 | val_loss: 0.031189 | Time: 3685.69 ms [2021-09-28 13:06:40 main:574] : INFO : Epoch 1714 | loss: 0.0311825 | val_loss: 0.0311874 | Time: 3881.61 ms [2021-09-28 13:06:44 main:574] : INFO : Epoch 1715 | loss: 0.0311848 | val_loss: 0.0311916 | Time: 3720.25 ms [2021-09-28 13:06:47 main:574] : INFO : Epoch 1716 | loss: 0.0311852 | val_loss: 0.0311866 | Time: 3745.43 ms [2021-09-28 13:06:51 main:574] : INFO : Epoch 1717 | loss: 0.0311879 | val_loss: 0.0311992 | Time: 3868.06 ms [2021-09-28 13:06:55 main:574] : INFO : Epoch 1718 | loss: 0.0311837 | val_loss: 0.0311854 | Time: 3819.04 ms [2021-09-28 13:06:59 main:574] : INFO : Epoch 1719 | loss: 0.0311801 | val_loss: 0.0311878 | Time: 4030.74 ms [2021-09-28 13:07:03 main:574] : INFO : Epoch 1720 | loss: 0.0311807 | val_loss: 0.0311861 | Time: 4050.32 ms [2021-09-28 13:07:07 main:574] : INFO : Epoch 1721 | loss: 0.0311811 | val_loss: 0.0311884 | Time: 3985.87 ms [2021-09-28 13:07:11 main:574] : INFO : Epoch 1722 | loss: 0.0311786 | val_loss: 0.0311871 | Time: 3714.94 ms [2021-09-28 13:07:14 main:574] : INFO : Epoch 1723 | loss: 0.0311788 | val_loss: 0.0311861 | Time: 3579.46 ms [2021-09-28 13:07:18 main:574] : INFO : Epoch 1724 | loss: 0.0311784 | val_loss: 0.031186 | Time: 3771.22 ms [2021-09-28 13:07:22 main:574] : INFO : Epoch 1725 | loss: 0.0311776 | val_loss: 0.0311878 | Time: 3861.81 ms [2021-09-28 13:07:26 main:574] : INFO : Epoch 1726 | loss: 0.0311774 | val_loss: 0.0311868 | Time: 3783.73 ms [2021-09-28 13:07:30 main:574] : INFO : Epoch 1727 | loss: 0.031177 | val_loss: 0.0311876 | Time: 3770.51 ms [2021-09-28 13:07:34 main:574] : INFO : Epoch 1728 | loss: 0.0311764 | val_loss: 0.0311875 | Time: 3820.74 ms [2021-09-28 13:07:38 main:574] : INFO : Epoch 1729 | loss: 0.0311789 | val_loss: 0.0311884 | Time: 4132.48 ms [2021-09-28 13:07:42 main:574] : INFO : Epoch 1730 | loss: 0.03118 | val_loss: 0.0311863 | Time: 4010.46 ms [2021-09-28 13:07:46 main:574] : INFO : Epoch 1731 | loss: 0.0311762 | val_loss: 0.0311874 | Time: 3946.43 ms [2021-09-28 13:07:50 main:574] : INFO : Epoch 1732 | loss: 0.0311758 | val_loss: 0.0311873 | Time: 3912.37 ms [2021-09-28 13:07:53 main:574] : INFO : Epoch 1733 | loss: 0.0311766 | val_loss: 0.0311869 | Time: 3744.47 ms [2021-09-28 13:07:57 main:574] : INFO : Epoch 1734 | loss: 0.0311758 | val_loss: 0.0311893 | Time: 3734.32 ms [2021-09-28 13:08:01 main:574] : INFO : Epoch 1735 | loss: 0.0311758 | val_loss: 0.0311925 | Time: 3647.86 ms [2021-09-28 13:08:04 main:574] : INFO : Epoch 1736 | loss: 0.0311756 | val_loss: 0.0311875 | Time: 3772.47 ms [2021-09-28 13:08:08 main:574] : INFO : Epoch 1737 | loss: 0.0311752 | val_loss: 0.0311889 | Time: 3882.64 ms [2021-09-28 13:08:12 main:574] : INFO : Epoch 1738 | loss: 0.0311743 | val_loss: 0.0311888 | Time: 3773.25 ms [2021-09-28 13:08:16 main:574] : INFO : Epoch 1739 | loss: 0.0311754 | val_loss: 0.0311882 | Time: 3555.74 ms [2021-09-28 13:08:20 main:574] : INFO : Epoch 1740 | loss: 0.0311746 | val_loss: 0.0311909 | Time: 3824.66 ms [2021-09-28 13:08:24 main:574] : INFO : Epoch 1741 | loss: 0.031175 | val_loss: 0.0311887 | Time: 4106.96 ms [2021-09-28 13:08:28 main:574] : INFO : Epoch 1742 | loss: 0.0311742 | val_loss: 0.0311876 | Time: 3885.9 ms [2021-09-28 13:08:31 main:574] : INFO : Epoch 1743 | loss: 0.0311741 | val_loss: 0.0311887 | Time: 3789.34 ms [2021-09-28 13:08:35 main:574] : INFO : Epoch 1744 | loss: 0.0311743 | val_loss: 0.0311874 | Time: 3900.92 ms [2021-09-28 13:08:39 main:574] : INFO : Epoch 1745 | loss: 0.0311734 | val_loss: 0.0311872 | Time: 3823.55 ms [2021-09-28 13:08:43 main:574] : INFO : Epoch 1746 | loss: 0.0311746 | val_loss: 0.0311922 | Time: 3825.47 ms [2021-09-28 13:08:47 main:574] : INFO : Epoch 1747 | loss: 0.0311769 | val_loss: 0.0311882 | Time: 3880.69 ms [2021-09-28 13:08:51 main:574] : INFO : Epoch 1748 | loss: 0.0311732 | val_loss: 0.0311937 | Time: 3734.81 ms [2021-09-28 13:08:55 main:574] : INFO : Epoch 1749 | loss: 0.03118 | val_loss: 0.0311958 | Time: 4080.05 ms [2021-09-28 13:08:58 main:574] : INFO : Epoch 1750 | loss: 0.0311781 | val_loss: 0.0311898 | Time: 3860.45 ms [2021-09-28 13:09:02 main:574] : INFO : Epoch 1751 | loss: 0.0311751 | val_loss: 0.031188 | Time: 3738.67 ms [2021-09-28 13:09:06 main:574] : INFO : Epoch 1752 | loss: 0.0311795 | val_loss: 0.0311908 | Time: 3751.26 ms [2021-09-28 13:09:10 main:574] : INFO : Epoch 1753 | loss: 0.0311773 | val_loss: 0.0311872 | Time: 4350.86 ms [2021-09-28 13:09:15 main:574] : INFO : Epoch 1754 | loss: 0.0311755 | val_loss: 0.0311867 | Time: 4709.47 ms [2021-09-28 13:09:19 main:574] : INFO : Epoch 1755 | loss: 0.0311751 | val_loss: 0.0311876 | Time: 3674.31 ms [2021-09-28 13:09:23 main:574] : INFO : Epoch 1756 | loss: 0.031176 | val_loss: 0.0311948 | Time: 3808.68 ms [2021-09-28 13:09:26 main:574] : INFO : Epoch 1757 | loss: 0.0311774 | val_loss: 0.0311859 | Time: 3902.94 ms [2021-09-28 13:09:30 main:574] : INFO : Epoch 1758 | loss: 0.0311744 | val_loss: 0.0311859 | Time: 3726.2 ms [2021-09-28 13:09:34 main:574] : INFO : Epoch 1759 | loss: 0.0311741 | val_loss: 0.0311904 | Time: 3887.26 ms [2021-09-28 13:09:38 main:574] : INFO : Epoch 1760 | loss: 0.0311753 | val_loss: 0.0311909 | Time: 3942.79 ms [2021-09-28 13:09:42 main:574] : INFO : Epoch 1761 | loss: 0.031173 | val_loss: 0.0311857 | Time: 3896.47 ms [2021-09-28 13:09:46 main:574] : INFO : Epoch 1762 | loss: 0.0311725 | val_loss: 0.0311877 | Time: 3723.95 ms [2021-09-28 13:09:49 main:574] : INFO : Epoch 1763 | loss: 0.0311731 | val_loss: 0.0311872 | Time: 3646.08 ms [2021-09-28 13:09:53 main:574] : INFO : Epoch 1764 | loss: 0.031179 | val_loss: 0.0311866 | Time: 3831.36 ms [2021-09-28 13:09:57 main:574] : INFO : Epoch 1765 | loss: 0.0311793 | val_loss: 0.0311837 | Time: 3809.15 ms [2021-09-28 13:10:01 main:574] : INFO : Epoch 1766 | loss: 0.0311757 | val_loss: 0.0311893 | Time: 3681.3 ms [2021-09-28 13:10:04 main:574] : INFO : Epoch 1767 | loss: 0.0311755 | val_loss: 0.0311857 | Time: 3788.99 ms [2021-09-28 13:10:08 main:574] : INFO : Epoch 1768 | loss: 0.0311732 | val_loss: 0.0311901 | Time: 3790.9 ms [2021-09-28 13:10:12 main:574] : INFO : Epoch 1769 | loss: 0.031174 | val_loss: 0.0311847 | Time: 3663.96 ms [2021-09-28 13:10:16 main:574] : INFO : Epoch 1770 | loss: 0.0311704 | val_loss: 0.0311828 | Time: 4146.9 ms [2021-09-28 13:10:20 main:574] : INFO : Epoch 1771 | loss: 0.0311732 | val_loss: 0.0311858 | Time: 4067.21 ms [2021-09-28 13:10:24 main:574] : INFO : Epoch 1772 | loss: 0.0311713 | val_loss: 0.0311857 | Time: 3994.14 ms [2021-09-28 13:10:28 main:574] : INFO : Epoch 1773 | loss: 0.0311722 | val_loss: 0.0311841 | Time: 3873.08 ms [2021-09-28 13:10:32 main:574] : INFO : Epoch 1774 | loss: 0.0311707 | val_loss: 0.0311849 | Time: 3698.5 ms [2021-09-28 13:10:36 main:574] : INFO : Epoch 1775 | loss: 0.0311721 | val_loss: 0.031188 | Time: 3767.72 ms [2021-09-28 13:10:39 main:574] : INFO : Epoch 1776 | loss: 0.0311779 | val_loss: 0.0311902 | Time: 3713.24 ms [2021-09-28 13:10:43 main:574] : INFO : Epoch 1777 | loss: 0.0311734 | val_loss: 0.0311844 | Time: 3643.84 ms [2021-09-28 13:10:47 main:574] : INFO : Epoch 1778 | loss: 0.0311689 | val_loss: 0.0311849 | Time: 3876.76 ms [2021-09-28 13:10:51 main:574] : INFO : Epoch 1779 | loss: 0.0311705 | val_loss: 0.0311846 | Time: 3811.61 ms [2021-09-28 13:10:54 main:574] : INFO : Epoch 1780 | loss: 0.0311718 | val_loss: 0.0311882 | Time: 3844.52 ms [2021-09-28 13:10:58 main:574] : INFO : Epoch 1781 | loss: 0.0311714 | val_loss: 0.0311864 | Time: 3731.5 ms [2021-09-28 13:11:02 main:574] : INFO : Epoch 1782 | loss: 0.031174 | val_loss: 0.0311867 | Time: 3803.71 ms [2021-09-28 13:11:06 main:574] : INFO : Epoch 1783 | loss: 0.0311736 | val_loss: 0.0311867 | Time: 4019.78 ms [2021-09-28 13:11:10 main:574] : INFO : Epoch 1784 | loss: 0.0311725 | val_loss: 0.0311845 | Time: 4088.01 ms [2021-09-28 13:11:14 main:574] : INFO : Epoch 1785 | loss: 0.031174 | val_loss: 0.0311977 | Time: 3804.73 ms [2021-09-28 13:11:18 main:574] : INFO : Epoch 1786 | loss: 0.0311744 | val_loss: 0.0311868 | Time: 3633.83 ms [2021-09-28 13:11:21 main:574] : INFO : Epoch 1787 | loss: 0.031174 | val_loss: 0.0311872 | Time: 3695.28 ms [2021-09-28 13:11:25 main:574] : INFO : Epoch 1788 | loss: 0.0311748 | val_loss: 0.0311864 | Time: 3666.44 ms [2021-09-28 13:11:29 main:574] : INFO : Epoch 1789 | loss: 0.0311705 | val_loss: 0.031186 | Time: 3645.93 ms [2021-09-28 13:11:32 main:574] : INFO : Epoch 1790 | loss: 0.0311712 | val_loss: 0.031187 | Time: 3812.92 ms [2021-09-28 13:11:36 main:574] : INFO : Epoch 1791 | loss: 0.031176 | val_loss: 0.031186 | Time: 3734.11 ms [2021-09-28 13:11:40 main:574] : INFO : Epoch 1792 | loss: 0.0311751 | val_loss: 0.0311861 | Time: 3944.56 ms [2021-09-28 13:11:44 main:574] : INFO : Epoch 1793 | loss: 0.0311749 | val_loss: 0.0311862 | Time: 4061.86 ms [2021-09-28 13:11:48 main:574] : INFO : Epoch 1794 | loss: 0.0311737 | val_loss: 0.0311853 | Time: 4028.99 ms [2021-09-28 13:11:52 main:574] : INFO : Epoch 1795 | loss: 0.0311717 | val_loss: 0.0311842 | Time: 3927.65 ms [2021-09-28 13:11:56 main:574] : INFO : Epoch 1796 | loss: 0.0311688 | val_loss: 0.0311851 | Time: 3621.45 ms [2021-09-28 13:11:59 main:574] : INFO : Epoch 1797 | loss: 0.0311697 | val_loss: 0.0311862 | Time: 3645.82 ms [2021-09-28 13:12:03 main:574] : INFO : Epoch 1798 | loss: 0.0311692 | val_loss: 0.0311878 | Time: 3768.15 ms [2021-09-28 13:12:07 main:574] : INFO : Epoch 1799 | loss: 0.0311698 | val_loss: 0.0311874 | Time: 3799.78 ms [2021-09-28 13:12:11 main:574] : INFO : Epoch 1800 | loss: 0.0311699 | val_loss: 0.0311949 | Time: 3835.65 ms [2021-09-28 13:12:15 main:574] : INFO : Epoch 1801 | loss: 0.0311722 | val_loss: 0.0311844 | Time: 3811.9 ms [2021-09-28 13:12:19 main:574] : INFO : Epoch 1802 | loss: 0.031171 | val_loss: 0.031186 | Time: 3914.09 ms [2021-09-28 13:12:22 main:574] : INFO : Epoch 1803 | loss: 0.0311681 | val_loss: 0.0311867 | Time: 3777.17 ms [2021-09-28 13:12:26 main:574] : INFO : Epoch 1804 | loss: 0.031167 | val_loss: 0.0311848 | Time: 3797.92 ms [2021-09-28 13:12:30 main:574] : INFO : Epoch 1805 | loss: 0.031169 | val_loss: 0.0311909 | Time: 3920.16 ms [2021-09-28 13:12:34 main:574] : INFO : Epoch 1806 | loss: 0.0311723 | val_loss: 0.0311909 | Time: 3818.87 ms [2021-09-28 13:12:38 main:574] : INFO : Epoch 1807 | loss: 0.0311748 | val_loss: 0.0311903 | Time: 3832.78 ms [2021-09-28 13:12:42 main:574] : INFO : Epoch 1808 | loss: 0.0311718 | val_loss: 0.0311883 | Time: 3916.2 ms [2021-09-28 13:12:45 main:574] : INFO : Epoch 1809 | loss: 0.031171 | val_loss: 0.0311897 | Time: 3656.5 ms [2021-09-28 13:12:49 main:574] : INFO : Epoch 1810 | loss: 0.0311682 | val_loss: 0.031186 | Time: 3866.8 ms [2021-09-28 13:12:53 main:574] : INFO : Epoch 1811 | loss: 0.0311686 | val_loss: 0.0311842 | Time: 3818.65 ms [2021-09-28 13:12:57 main:574] : INFO : Epoch 1812 | loss: 0.0311695 | val_loss: 0.0311893 | Time: 3684.68 ms [2021-09-28 13:13:01 main:574] : INFO : Epoch 1813 | loss: 0.0311719 | val_loss: 0.03119 | Time: 3896.24 ms [2021-09-28 13:13:05 main:574] : INFO : Epoch 1814 | loss: 0.031171 | val_loss: 0.0311882 | Time: 3837.57 ms [2021-09-28 13:13:08 main:574] : INFO : Epoch 1815 | loss: 0.0311684 | val_loss: 0.0311832 | Time: 3796.71 ms [2021-09-28 13:13:12 main:574] : INFO : Epoch 1816 | loss: 0.031167 | val_loss: 0.0311847 | Time: 3747.09 ms [2021-09-28 13:13:16 main:574] : INFO : Epoch 1817 | loss: 0.0311701 | val_loss: 0.03119 | Time: 3902.18 ms [2021-09-28 13:13:20 main:574] : INFO : Epoch 1818 | loss: 0.031169 | val_loss: 0.0311862 | Time: 3809.68 ms [2021-09-28 13:13:24 main:574] : INFO : Epoch 1819 | loss: 0.031167 | val_loss: 0.0311889 | Time: 3730.6 ms [2021-09-28 13:13:27 main:574] : INFO : Epoch 1820 | loss: 0.0311683 | val_loss: 0.0311831 | Time: 3640.34 ms [2021-09-28 13:13:31 main:574] : INFO : Epoch 1821 | loss: 0.0311673 | val_loss: 0.0311852 | Time: 3914.69 ms [2021-09-28 13:13:35 main:574] : INFO : Epoch 1822 | loss: 0.0311679 | val_loss: 0.0311835 | Time: 4062.59 ms [2021-09-28 13:13:39 main:574] : INFO : Epoch 1823 | loss: 0.0311705 | val_loss: 0.0311898 | Time: 3852.22 ms [2021-09-28 13:13:43 main:574] : INFO : Epoch 1824 | loss: 0.0311727 | val_loss: 0.0311825 | Time: 3982.11 ms [2021-09-28 13:13:47 main:574] : INFO : Epoch 1825 | loss: 0.0311676 | val_loss: 0.031186 | Time: 3872.33 ms [2021-09-28 13:13:51 main:574] : INFO : Epoch 1826 | loss: 0.0311678 | val_loss: 0.0311864 | Time: 3818.23 ms [2021-09-28 13:13:54 main:574] : INFO : Epoch 1827 | loss: 0.0311667 | val_loss: 0.0311866 | Time: 3586.58 ms [2021-09-28 13:13:58 main:574] : INFO : Epoch 1828 | loss: 0.0311666 | val_loss: 0.0311889 | Time: 3717.88 ms [2021-09-28 13:14:02 main:574] : INFO : Epoch 1829 | loss: 0.0311686 | val_loss: 0.0311895 | Time: 3656.6 ms [2021-09-28 13:14:06 main:574] : INFO : Epoch 1830 | loss: 0.0311698 | val_loss: 0.0311909 | Time: 3926.26 ms [2021-09-28 13:14:10 main:574] : INFO : Epoch 1831 | loss: 0.0311698 | val_loss: 0.0311844 | Time: 4019.03 ms [2021-09-28 13:14:14 main:574] : INFO : Epoch 1832 | loss: 0.0311663 | val_loss: 0.0311897 | Time: 4031.46 ms [2021-09-28 13:14:18 main:574] : INFO : Epoch 1833 | loss: 0.0311682 | val_loss: 0.031191 | Time: 4015.29 ms [2021-09-28 13:14:22 main:574] : INFO : Epoch 1834 | loss: 0.0311663 | val_loss: 0.0311876 | Time: 3985.75 ms [2021-09-28 13:14:26 main:574] : INFO : Epoch 1835 | loss: 0.0311703 | val_loss: 0.0311905 | Time: 4245.4 ms [2021-09-28 13:14:30 main:574] : INFO : Epoch 1836 | loss: 0.0311683 | val_loss: 0.0311884 | Time: 4108.7 ms [2021-09-28 13:14:34 main:574] : INFO : Epoch 1837 | loss: 0.0311695 | val_loss: 0.0311869 | Time: 3899.78 ms [2021-09-28 13:14:38 main:574] : INFO : Epoch 1838 | loss: 0.0311696 | val_loss: 0.0311867 | Time: 3909.19 ms [2021-09-28 13:14:42 main:574] : INFO : Epoch 1839 | loss: 0.0311709 | val_loss: 0.0311871 | Time: 3736.83 ms [2021-09-28 13:14:45 main:574] : INFO : Epoch 1840 | loss: 0.0311677 | val_loss: 0.0311857 | Time: 3819.68 ms [2021-09-28 13:14:49 main:574] : INFO : Epoch 1841 | loss: 0.031167 | val_loss: 0.0311917 | Time: 3766.48 ms [2021-09-28 13:14:53 main:574] : INFO : Epoch 1842 | loss: 0.0311683 | val_loss: 0.0311906 | Time: 4050.5 ms [2021-09-28 13:14:57 main:574] : INFO : Epoch 1843 | loss: 0.0311688 | val_loss: 0.0311908 | Time: 3967.2 ms [2021-09-28 13:15:01 main:574] : INFO : Epoch 1844 | loss: 0.0311691 | val_loss: 0.0311867 | Time: 3809.58 ms [2021-09-28 13:15:05 main:574] : INFO : Epoch 1845 | loss: 0.0311654 | val_loss: 0.0311848 | Time: 3710.46 ms [2021-09-28 13:15:09 main:574] : INFO : Epoch 1846 | loss: 0.0311647 | val_loss: 0.0311853 | Time: 3877.71 ms [2021-09-28 13:15:13 main:574] : INFO : Epoch 1847 | loss: 0.0311692 | val_loss: 0.0311976 | Time: 3907.21 ms [2021-09-28 13:15:17 main:574] : INFO : Epoch 1848 | loss: 0.0311743 | val_loss: 0.0311904 | Time: 4008.92 ms [2021-09-28 13:15:20 main:574] : INFO : Epoch 1849 | loss: 0.0311783 | val_loss: 0.0311908 | Time: 3809.69 ms [2021-09-28 13:15:24 main:574] : INFO : Epoch 1850 | loss: 0.0311859 | val_loss: 0.0311911 | Time: 3709.62 ms [2021-09-28 13:15:29 main:574] : INFO : Epoch 1851 | loss: 0.0311823 | val_loss: 0.0311863 | Time: 4407.68 ms [2021-09-28 13:15:33 main:574] : INFO : Epoch 1852 | loss: 0.031182 | val_loss: 0.0311863 | Time: 4211.98 ms [2021-09-28 13:15:37 main:574] : INFO : Epoch 1853 | loss: 0.0311776 | val_loss: 0.0311874 | Time: 3932.6 ms [2021-09-28 13:15:41 main:574] : INFO : Epoch 1854 | loss: 0.0311746 | val_loss: 0.0311873 | Time: 3960.2 ms [2021-09-28 13:15:45 main:574] : INFO : Epoch 1855 | loss: 0.0311748 | val_loss: 0.0311869 | Time: 3836.55 ms [2021-09-28 13:15:48 main:574] : INFO : Epoch 1856 | loss: 0.0311755 | val_loss: 0.0311874 | Time: 3786.74 ms [2021-09-28 13:15:52 main:574] : INFO : Epoch 1857 | loss: 0.0311718 | val_loss: 0.031184 | Time: 3892.18 ms [2021-09-28 13:15:56 main:574] : INFO : Epoch 1858 | loss: 0.0311698 | val_loss: 0.031185 | Time: 3947.03 ms [2021-09-28 13:16:00 main:574] : INFO : Epoch 1859 | loss: 0.0311703 | val_loss: 0.031185 | Time: 3817.56 ms [2021-09-28 13:16:04 main:574] : INFO : Epoch 1860 | loss: 0.0311694 | val_loss: 0.0311879 | Time: 3565.15 ms [2021-09-28 13:16:07 main:574] : INFO : Epoch 1861 | loss: 0.031172 | val_loss: 0.0311882 | Time: 3881.9 ms [2021-09-28 13:16:11 main:574] : INFO : Epoch 1862 | loss: 0.0311717 | val_loss: 0.0311862 | Time: 3781.65 ms [2021-09-28 13:16:15 main:574] : INFO : Epoch 1863 | loss: 0.0311705 | val_loss: 0.031184 | Time: 3807.64 ms [2021-09-28 13:16:19 main:574] : INFO : Epoch 1864 | loss: 0.0311722 | val_loss: 0.0311846 | Time: 3812.78 ms [2021-09-28 13:16:23 main:574] : INFO : Epoch 1865 | loss: 0.0311698 | val_loss: 0.0311838 | Time: 3952.01 ms [2021-09-28 13:16:27 main:574] : INFO : Epoch 1866 | loss: 0.0311688 | val_loss: 0.0311834 | Time: 3890.82 ms [2021-09-28 13:16:30 main:574] : INFO : Epoch 1867 | loss: 0.0311708 | val_loss: 0.0311823 | Time: 3717.96 ms [2021-09-28 13:16:34 main:574] : INFO : Epoch 1868 | loss: 0.0311687 | val_loss: 0.0311818 | Time: 3756.27 ms [2021-09-28 13:16:38 main:574] : INFO : Epoch 1869 | loss: 0.0311679 | val_loss: 0.0311849 | Time: 3858.9 ms [2021-09-28 13:16:42 main:574] : INFO : Epoch 1870 | loss: 0.0311686 | val_loss: 0.0311833 | Time: 3969.3 ms [2021-09-28 13:16:46 main:574] : INFO : Epoch 1871 | loss: 0.0311687 | val_loss: 0.0311842 | Time: 3790.23 ms [2021-09-28 13:16:50 main:574] : INFO : Epoch 1872 | loss: 0.0311706 | val_loss: 0.0311845 | Time: 3882.32 ms [2021-09-28 13:16:54 main:574] : INFO : Epoch 1873 | loss: 0.0311692 | val_loss: 0.031183 | Time: 3787.53 ms [2021-09-28 13:16:57 main:574] : INFO : Epoch 1874 | loss: 0.0311684 | val_loss: 0.0311866 | Time: 3636.29 ms [2021-09-28 13:17:01 main:574] : INFO : Epoch 1875 | loss: 0.0311663 | val_loss: 0.0311871 | Time: 3774.24 ms [2021-09-28 13:17:05 main:574] : INFO : Epoch 1876 | loss: 0.0311666 | val_loss: 0.0311831 | Time: 3944.19 ms [2021-09-28 13:17:09 main:574] : INFO : Epoch 1877 | loss: 0.0311664 | val_loss: 0.031187 | Time: 4144.05 ms [2021-09-28 13:17:13 main:574] : INFO : Epoch 1878 | loss: 0.0311672 | val_loss: 0.0311832 | Time: 3887.6 ms [2021-09-28 13:17:17 main:574] : INFO : Epoch 1879 | loss: 0.0311652 | val_loss: 0.0311867 | Time: 3656.06 ms [2021-09-28 13:17:20 main:574] : INFO : Epoch 1880 | loss: 0.0311691 | val_loss: 0.0311848 | Time: 3827.42 ms [2021-09-28 13:17:24 main:574] : INFO : Epoch 1881 | loss: 0.0311688 | val_loss: 0.0311854 | Time: 3915.32 ms [2021-09-28 13:17:28 main:574] : INFO : Epoch 1882 | loss: 0.0311669 | val_loss: 0.0311858 | Time: 4022.01 ms [2021-09-28 13:17:33 main:574] : INFO : Epoch 1883 | loss: 0.0311656 | val_loss: 0.0311844 | Time: 4099.02 ms [2021-09-28 13:17:37 main:574] : INFO : Epoch 1884 | loss: 0.0311657 | val_loss: 0.0311845 | Time: 4065.69 ms [2021-09-28 13:17:40 main:574] : INFO : Epoch 1885 | loss: 0.0311651 | val_loss: 0.0311854 | Time: 3893.98 ms [2021-09-28 13:17:44 main:574] : INFO : Epoch 1886 | loss: 0.0311643 | val_loss: 0.0311854 | Time: 3739.39 ms [2021-09-28 13:17:48 main:574] : INFO : Epoch 1887 | loss: 0.0311646 | val_loss: 0.0311865 | Time: 4158.5 ms [2021-09-28 13:17:53 main:574] : INFO : Epoch 1888 | loss: 0.0311643 | val_loss: 0.0311835 | Time: 4100.49 ms [2021-09-28 13:17:57 main:574] : INFO : Epoch 1889 | loss: 0.031171 | val_loss: 0.0311875 | Time: 4274.07 ms [2021-09-28 13:18:01 main:574] : INFO : Epoch 1890 | loss: 0.0311711 | val_loss: 0.0311889 | Time: 4001.88 ms [2021-09-28 13:18:05 main:574] : INFO : Epoch 1891 | loss: 0.0311717 | val_loss: 0.0311865 | Time: 3882.98 ms [2021-09-28 13:18:09 main:574] : INFO : Epoch 1892 | loss: 0.0311696 | val_loss: 0.0311805 | Time: 3801.89 ms [2021-09-28 13:18:12 main:574] : INFO : Epoch 1893 | loss: 0.0311692 | val_loss: 0.0311802 | Time: 3662.53 ms [2021-09-28 13:18:16 main:574] : INFO : Epoch 1894 | loss: 0.0311669 | val_loss: 0.0311869 | Time: 3826.94 ms [2021-09-28 13:18:20 main:574] : INFO : Epoch 1895 | loss: 0.0311681 | val_loss: 0.0311835 | Time: 3934.07 ms [2021-09-28 13:18:24 main:574] : INFO : Epoch 1896 | loss: 0.0311684 | val_loss: 0.0311833 | Time: 4029.9 ms [2021-09-28 13:18:28 main:574] : INFO : Epoch 1897 | loss: 0.0311661 | val_loss: 0.0311774 | Time: 3948.92 ms [2021-09-28 13:18:32 main:574] : INFO : Epoch 1898 | loss: 0.0311665 | val_loss: 0.0311783 | Time: 4047.99 ms [2021-09-28 13:18:36 main:574] : INFO : Epoch 1899 | loss: 0.0311643 | val_loss: 0.0311767 | Time: 4107.91 ms [2021-09-28 13:18:40 main:574] : INFO : Epoch 1900 | loss: 0.0311677 | val_loss: 0.0311818 | Time: 4069.34 ms [2021-09-28 13:18:44 main:574] : INFO : Epoch 1901 | loss: 0.031165 | val_loss: 0.0311768 | Time: 4027.37 ms [2021-09-28 13:18:48 main:574] : INFO : Epoch 1902 | loss: 0.0311674 | val_loss: 0.031184 | Time: 3967.07 ms [2021-09-28 13:18:52 main:574] : INFO : Epoch 1903 | loss: 0.0311659 | val_loss: 0.0311871 | Time: 3874.72 ms [2021-09-28 13:18:56 main:574] : INFO : Epoch 1904 | loss: 0.0311686 | val_loss: 0.0311785 | Time: 3839.28 ms [2021-09-28 13:19:00 main:574] : INFO : Epoch 1905 | loss: 0.031167 | val_loss: 0.0311762 | Time: 3889.54 ms [2021-09-28 13:19:04 main:574] : INFO : Epoch 1906 | loss: 0.0311653 | val_loss: 0.0311781 | Time: 4054.74 ms [2021-09-28 13:19:08 main:574] : INFO : Epoch 1907 | loss: 0.0311647 | val_loss: 0.0311772 | Time: 4056.17 ms [2021-09-28 13:19:12 main:574] : INFO : Epoch 1908 | loss: 0.031165 | val_loss: 0.0311816 | Time: 4004.19 ms [2021-09-28 13:19:16 main:574] : INFO : Epoch 1909 | loss: 0.031169 | val_loss: 0.0311864 | Time: 3773.26 ms [2021-09-28 13:19:20 main:574] : INFO : Epoch 1910 | loss: 0.0311664 | val_loss: 0.03118 | Time: 3866.24 ms [2021-09-28 13:19:24 main:574] : INFO : Epoch 1911 | loss: 0.0311654 | val_loss: 0.0311847 | Time: 4082.91 ms [2021-09-28 13:19:28 main:574] : INFO : Epoch 1912 | loss: 0.0311659 | val_loss: 0.0311797 | Time: 4029.88 ms [2021-09-28 13:19:32 main:574] : INFO : Epoch 1913 | loss: 0.0311639 | val_loss: 0.0311885 | Time: 3952.39 ms [2021-09-28 13:19:36 main:574] : INFO : Epoch 1914 | loss: 0.0311653 | val_loss: 0.0311815 | Time: 3877.43 ms [2021-09-28 13:19:39 main:574] : INFO : Epoch 1915 | loss: 0.0311654 | val_loss: 0.0311881 | Time: 3800.68 ms [2021-09-28 13:19:43 main:574] : INFO : Epoch 1916 | loss: 0.0311693 | val_loss: 0.0311805 | Time: 3977.84 ms [2021-09-28 13:19:47 main:574] : INFO : Epoch 1917 | loss: 0.0311679 | val_loss: 0.0311818 | Time: 3760.03 ms [2021-09-28 13:19:51 main:574] : INFO : Epoch 1918 | loss: 0.0311654 | val_loss: 0.0311802 | Time: 3887.63 ms [2021-09-28 13:19:55 main:574] : INFO : Epoch 1919 | loss: 0.0311638 | val_loss: 0.0311849 | Time: 4254.06 ms [2021-09-28 13:19:59 main:574] : INFO : Epoch 1920 | loss: 0.0311638 | val_loss: 0.0311795 | Time: 3808.56 ms [2021-09-28 13:20:03 main:574] : INFO : Epoch 1921 | loss: 0.0311631 | val_loss: 0.0311778 | Time: 3906.15 ms [2021-09-28 13:20:07 main:574] : INFO : Epoch 1922 | loss: 0.031164 | val_loss: 0.0311856 | Time: 3949.52 ms [2021-09-28 13:20:11 main:574] : INFO : Epoch 1923 | loss: 0.0311639 | val_loss: 0.0311805 | Time: 3897.76 ms [2021-09-28 13:20:15 main:574] : INFO : Epoch 1924 | loss: 0.0311633 | val_loss: 0.0311795 | Time: 3887.34 ms [2021-09-28 13:20:19 main:574] : INFO : Epoch 1925 | loss: 0.0311625 | val_loss: 0.0311782 | Time: 3924.76 ms [2021-09-28 13:20:22 main:574] : INFO : Epoch 1926 | loss: 0.0311638 | val_loss: 0.0311816 | Time: 3773.15 ms [2021-09-28 13:20:27 main:574] : INFO : Epoch 1927 | loss: 0.031166 | val_loss: 0.0311815 | Time: 4037.27 ms [2021-09-28 13:20:31 main:574] : INFO : Epoch 1928 | loss: 0.0311645 | val_loss: 0.0311788 | Time: 4057.16 ms [2021-09-28 13:20:35 main:574] : INFO : Epoch 1929 | loss: 0.0311654 | val_loss: 0.0311835 | Time: 3982.23 ms [2021-09-28 13:20:39 main:574] : INFO : Epoch 1930 | loss: 0.0311665 | val_loss: 0.0311785 | Time: 4105.55 ms [2021-09-28 13:20:43 main:574] : INFO : Epoch 1931 | loss: 0.0311631 | val_loss: 0.0311788 | Time: 4017.1 ms [2021-09-28 13:20:47 main:574] : INFO : Epoch 1932 | loss: 0.0311607 | val_loss: 0.0311802 | Time: 3788.98 ms [2021-09-28 13:20:50 main:574] : INFO : Epoch 1933 | loss: 0.0311599 | val_loss: 0.0311796 | Time: 3736.74 ms [2021-09-28 13:20:54 main:574] : INFO : Epoch 1934 | loss: 0.0311601 | val_loss: 0.0311798 | Time: 3800.17 ms [2021-09-28 13:20:58 main:574] : INFO : Epoch 1935 | loss: 0.0311607 | val_loss: 0.0311789 | Time: 4173.76 ms [2021-09-28 13:21:02 main:574] : INFO : Epoch 1936 | loss: 0.031161 | val_loss: 0.0311784 | Time: 4190.12 ms [2021-09-28 13:21:06 main:574] : INFO : Epoch 1937 | loss: 0.0311597 | val_loss: 0.0311782 | Time: 4024.63 ms [2021-09-28 13:21:10 main:574] : INFO : Epoch 1938 | loss: 0.0311588 | val_loss: 0.0311816 | Time: 3798.75 ms [2021-09-28 13:21:14 main:574] : INFO : Epoch 1939 | loss: 0.0311604 | val_loss: 0.0311829 | Time: 3817.48 ms [2021-09-28 13:21:18 main:574] : INFO : Epoch 1940 | loss: 0.0311608 | val_loss: 0.0311792 | Time: 3940.94 ms [2021-09-28 13:21:22 main:574] : INFO : Epoch 1941 | loss: 0.0311601 | val_loss: 0.0311812 | Time: 4126.45 ms [2021-09-28 13:21:26 main:574] : INFO : Epoch 1942 | loss: 0.031162 | val_loss: 0.0311809 | Time: 3942.42 ms [2021-09-28 13:21:30 main:574] : INFO : Epoch 1943 | loss: 0.0311602 | val_loss: 0.0311811 | Time: 3939.95 ms [2021-09-28 13:21:34 main:574] : INFO : Epoch 1944 | loss: 0.0311602 | val_loss: 0.0311879 | Time: 3940.69 ms [2021-09-28 13:21:38 main:574] : INFO : Epoch 1945 | loss: 0.0311619 | val_loss: 0.0311786 | Time: 3929.6 ms [2021-09-28 13:21:42 main:574] : INFO : Epoch 1946 | loss: 0.0311612 | val_loss: 0.0311789 | Time: 3815.77 ms [2021-09-28 13:21:46 main:574] : INFO : Epoch 1947 | loss: 0.0311587 | val_loss: 0.0311786 | Time: 4031.83 ms [2021-09-28 13:21:50 main:574] : INFO : Epoch 1948 | loss: 0.0311594 | val_loss: 0.0311816 | Time: 4033.69 ms [2021-09-28 13:21:54 main:574] : INFO : Epoch 1949 | loss: 0.0311572 | val_loss: 0.0311787 | Time: 3811.48 ms [2021-09-28 13:21:57 main:574] : INFO : Epoch 1950 | loss: 0.0311587 | val_loss: 0.0311819 | Time: 3751.78 ms [2021-09-28 13:22:01 main:574] : INFO : Epoch 1951 | loss: 0.0311699 | val_loss: 0.0311781 | Time: 3900.27 ms [2021-09-28 13:22:05 main:574] : INFO : Epoch 1952 | loss: 0.0311669 | val_loss: 0.0311782 | Time: 3958.29 ms [2021-09-28 13:22:09 main:574] : INFO : Epoch 1953 | loss: 0.0311656 | val_loss: 0.0311792 | Time: 3866.86 ms [2021-09-28 13:22:13 main:574] : INFO : Epoch 1954 | loss: 0.0311691 | val_loss: 0.0311808 | Time: 4272.86 ms [2021-09-28 13:22:18 main:574] : INFO : Epoch 1955 | loss: 0.0311698 | val_loss: 0.031179 | Time: 4398.08 ms [2021-09-28 13:22:22 main:574] : INFO : Epoch 1956 | loss: 0.0311713 | val_loss: 0.0311799 | Time: 4063.01 ms [2021-09-28 13:22:26 main:574] : INFO : Epoch 1957 | loss: 0.0311764 | val_loss: 0.0311848 | Time: 3855.3 ms [2021-09-28 13:22:30 main:574] : INFO : Epoch 1958 | loss: 0.0311777 | val_loss: 0.0311817 | Time: 3722.87 ms [2021-09-28 13:22:34 main:574] : INFO : Epoch 1959 | loss: 0.0311733 | val_loss: 0.0311817 | Time: 3968.26 ms [2021-09-28 13:22:37 main:574] : INFO : Epoch 1960 | loss: 0.0311703 | val_loss: 0.0311775 | Time: 3900.93 ms [2021-09-28 13:22:41 main:574] : INFO : Epoch 1961 | loss: 0.0311705 | val_loss: 0.0311779 | Time: 3742.76 ms [2021-09-28 13:22:45 main:574] : INFO : Epoch 1962 | loss: 0.0311684 | val_loss: 0.0311834 | Time: 3865.47 ms [2021-09-28 13:22:49 main:574] : INFO : Epoch 1963 | loss: 0.0311675 | val_loss: 0.031176 | Time: 3896.66 ms [2021-09-28 13:22:53 main:574] : INFO : Epoch 1964 | loss: 0.0311661 | val_loss: 0.0311801 | Time: 3845.29 ms [2021-09-28 13:22:57 main:574] : INFO : Epoch 1965 | loss: 0.0311657 | val_loss: 0.0311785 | Time: 4239.65 ms [2021-09-28 13:23:01 main:574] : INFO : Epoch 1966 | loss: 0.0311656 | val_loss: 0.0311784 | Time: 4210.66 ms [2021-09-28 13:23:06 main:574] : INFO : Epoch 1967 | loss: 0.0311653 | val_loss: 0.0311806 | Time: 4291.55 ms [2021-09-28 13:23:10 main:574] : INFO : Epoch 1968 | loss: 0.0311652 | val_loss: 0.0311843 | Time: 4067.52 ms [2021-09-28 13:23:13 main:574] : INFO : Epoch 1969 | loss: 0.0311653 | val_loss: 0.0311772 | Time: 3728.26 ms [2021-09-28 13:23:17 main:574] : INFO : Epoch 1970 | loss: 0.0311698 | val_loss: 0.031179 | Time: 3834.42 ms [2021-09-28 13:23:21 main:574] : INFO : Epoch 1971 | loss: 0.0311637 | val_loss: 0.031182 | Time: 3740.89 ms [2021-09-28 13:23:25 main:574] : INFO : Epoch 1972 | loss: 0.0311638 | val_loss: 0.0311901 | Time: 3756.84 ms [2021-09-28 13:23:29 main:574] : INFO : Epoch 1973 | loss: 0.0311655 | val_loss: 0.0311795 | Time: 4171.24 ms [2021-09-28 13:23:33 main:574] : INFO : Epoch 1974 | loss: 0.0311656 | val_loss: 0.0311823 | Time: 3895.94 ms [2021-09-28 13:23:36 main:574] : INFO : Epoch 1975 | loss: 0.0311645 | val_loss: 0.0311786 | Time: 3594.68 ms [2021-09-28 13:23:40 main:574] : INFO : Epoch 1976 | loss: 0.0311619 | val_loss: 0.0311818 | Time: 3977.81 ms [2021-09-28 13:23:45 main:574] : INFO : Epoch 1977 | loss: 0.0311623 | val_loss: 0.0311789 | Time: 4908.86 ms [2021-09-28 13:23:50 main:574] : INFO : Epoch 1978 | loss: 0.0311626 | val_loss: 0.0311809 | Time: 4473.92 ms [2021-09-28 13:23:54 main:574] : INFO : Epoch 1979 | loss: 0.0311625 | val_loss: 0.0311804 | Time: 3903.57 ms [2021-09-28 13:23:58 main:574] : INFO : Epoch 1980 | loss: 0.0311646 | val_loss: 0.0311953 | Time: 3798.91 ms [2021-09-28 13:24:01 main:574] : INFO : Epoch 1981 | loss: 0.0311671 | val_loss: 0.0311809 | Time: 3761.75 ms [2021-09-28 13:24:05 main:574] : INFO : Epoch 1982 | loss: 0.0311648 | val_loss: 0.03118 | Time: 3898.68 ms [2021-09-28 13:24:09 main:574] : INFO : Epoch 1983 | loss: 0.0311628 | val_loss: 0.0311793 | Time: 3864.55 ms [2021-09-28 13:24:13 main:574] : INFO : Epoch 1984 | loss: 0.0311624 | val_loss: 0.0311776 | Time: 3861.36 ms [2021-09-28 13:24:17 main:574] : INFO : Epoch 1985 | loss: 0.0311627 | val_loss: 0.0311849 | Time: 3864.63 ms [2021-09-28 13:24:21 main:574] : INFO : Epoch 1986 | loss: 0.0311666 | val_loss: 0.0311891 | Time: 3721.16 ms [2021-09-28 13:24:24 main:574] : INFO : Epoch 1987 | loss: 0.0311817 | val_loss: 0.0311866 | Time: 3745.94 ms [2021-09-28 13:24:28 main:574] : INFO : Epoch 1988 | loss: 0.0311822 | val_loss: 0.0311849 | Time: 3791.48 ms [2021-09-28 13:24:32 main:574] : INFO : Epoch 1989 | loss: 0.0311787 | val_loss: 0.0311831 | Time: 3859.53 ms [2021-09-28 13:24:36 main:574] : INFO : Epoch 1990 | loss: 0.0311767 | val_loss: 0.0311811 | Time: 3832.55 ms [2021-09-28 13:24:40 main:574] : INFO : Epoch 1991 | loss: 0.0311759 | val_loss: 0.0311805 | Time: 3822.39 ms [2021-09-28 13:24:44 main:574] : INFO : Epoch 1992 | loss: 0.0311751 | val_loss: 0.0311809 | Time: 3982.2 ms [2021-09-28 13:24:48 main:574] : INFO : Epoch 1993 | loss: 0.0311739 | val_loss: 0.0311856 | Time: 3986.1 ms [2021-09-28 13:24:51 main:574] : INFO : Epoch 1994 | loss: 0.0311742 | val_loss: 0.0311813 | Time: 3841.3 ms [2021-09-28 13:24:55 main:574] : INFO : Epoch 1995 | loss: 0.0311739 | val_loss: 0.0311831 | Time: 3592.83 ms [2021-09-28 13:24:59 main:574] : INFO : Epoch 1996 | loss: 0.0311767 | val_loss: 0.0311873 | Time: 3715.94 ms [2021-09-28 13:25:03 main:574] : INFO : Epoch 1997 | loss: 0.0311737 | val_loss: 0.0311848 | Time: 3796.13 ms [2021-09-28 13:25:06 main:574] : INFO : Epoch 1998 | loss: 0.0311735 | val_loss: 0.031181 | Time: 3636.79 ms [2021-09-28 13:25:10 main:574] : INFO : Epoch 1999 | loss: 0.031169 | val_loss: 0.0311798 | Time: 3945.08 ms [2021-09-28 13:25:14 main:574] : INFO : Epoch 2000 | loss: 0.0311678 | val_loss: 0.0311849 | Time: 3773.53 ms [2021-09-28 13:25:18 main:574] : INFO : Epoch 2001 | loss: 0.0311707 | val_loss: 0.0311828 | Time: 3868.1 ms [2021-09-28 13:25:22 main:574] : INFO : Epoch 2002 | loss: 0.0311712 | val_loss: 0.0311828 | Time: 3806.04 ms [2021-09-28 13:25:25 main:574] : INFO : Epoch 2003 | loss: 0.0311688 | val_loss: 0.0311809 | Time: 3741.63 ms [2021-09-28 13:25:29 main:574] : INFO : Epoch 2004 | loss: 0.0311681 | val_loss: 0.0311802 | Time: 3992.14 ms [2021-09-28 13:25:33 main:574] : INFO : Epoch 2005 | loss: 0.0311667 | val_loss: 0.0311807 | Time: 3692.21 ms [2021-09-28 13:25:37 main:574] : INFO : Epoch 2006 | loss: 0.0311684 | val_loss: 0.0311856 | Time: 3802.46 ms [2021-09-28 13:25:41 main:574] : INFO : Epoch 2007 | loss: 0.031166 | val_loss: 0.0311815 | Time: 3828.71 ms [2021-09-28 13:25:45 main:574] : INFO : Epoch 2008 | loss: 0.031166 | val_loss: 0.0311842 | Time: 3859.18 ms [2021-09-28 13:25:48 main:574] : INFO : Epoch 2009 | loss: 0.0311672 | val_loss: 0.0311816 | Time: 3841.44 ms [2021-09-28 13:25:52 main:574] : INFO : Epoch 2010 | loss: 0.031166 | val_loss: 0.0311822 | Time: 3824.39 ms [2021-09-28 13:25:56 main:574] : INFO : Epoch 2011 | loss: 0.0311658 | val_loss: 0.0311804 | Time: 3730.71 ms [2021-09-28 13:26:00 main:574] : INFO : Epoch 2012 | loss: 0.0311671 | val_loss: 0.0311832 | Time: 3916.56 ms [2021-09-28 13:26:04 main:574] : INFO : Epoch 2013 | loss: 0.0311666 | val_loss: 0.0311839 | Time: 3977.76 ms [2021-09-28 13:26:08 main:574] : INFO : Epoch 2014 | loss: 0.0311651 | val_loss: 0.0311813 | Time: 3890.46 ms [2021-09-28 13:26:11 main:574] : INFO : Epoch 2015 | loss: 0.0311633 | val_loss: 0.0311827 | Time: 3658.95 ms [2021-09-28 13:26:15 main:574] : INFO : Epoch 2016 | loss: 0.0311638 | val_loss: 0.0311827 | Time: 3641.51 ms [2021-09-28 13:26:19 main:574] : INFO : Epoch 2017 | loss: 0.0311633 | val_loss: 0.031182 | Time: 3888.47 ms [2021-09-28 13:26:23 main:574] : INFO : Epoch 2018 | loss: 0.0311622 | val_loss: 0.0311799 | Time: 3794.63 ms [2021-09-28 13:26:27 main:574] : INFO : Epoch 2019 | loss: 0.0311636 | val_loss: 0.0311815 | Time: 3906.84 ms [2021-09-28 13:26:31 main:574] : INFO : Epoch 2020 | loss: 0.0311622 | val_loss: 0.0311812 | Time: 4061.9 ms [2021-09-28 13:26:35 main:574] : INFO : Epoch 2021 | loss: 0.0311625 | val_loss: 0.0311816 | Time: 3865.63 ms [2021-09-28 13:26:38 main:574] : INFO : Epoch 2022 | loss: 0.0311642 | val_loss: 0.0311886 | Time: 3666.32 ms [2021-09-28 13:26:42 main:574] : INFO : Epoch 2023 | loss: 0.0311632 | val_loss: 0.0311802 | Time: 3728.44 ms [2021-09-28 13:26:46 main:574] : INFO : Epoch 2024 | loss: 0.0311647 | val_loss: 0.0311828 | Time: 3688.06 ms [2021-09-28 13:26:50 main:574] : INFO : Epoch 2025 | loss: 0.0311644 | val_loss: 0.0311805 | Time: 3918.91 ms [2021-09-28 13:26:53 main:574] : INFO : Epoch 2026 | loss: 0.0311627 | val_loss: 0.0311817 | Time: 3736.95 ms [2021-09-28 13:26:57 main:574] : INFO : Epoch 2027 | loss: 0.0311643 | val_loss: 0.0311805 | Time: 3611.4 ms [2021-09-28 13:27:01 main:574] : INFO : Epoch 2028 | loss: 0.0311616 | val_loss: 0.0311816 | Time: 4007.92 ms [2021-09-28 13:27:05 main:574] : INFO : Epoch 2029 | loss: 0.0311606 | val_loss: 0.0311821 | Time: 3895.74 ms [2021-09-28 13:27:09 main:574] : INFO : Epoch 2030 | loss: 0.0311629 | val_loss: 0.0311815 | Time: 3881.82 ms [2021-09-28 13:27:13 main:574] : INFO : Epoch 2031 | loss: 0.0311631 | val_loss: 0.0311887 | Time: 4128.9 ms [2021-09-28 13:27:18 main:574] : INFO : Epoch 2032 | loss: 0.031163 | val_loss: 0.0311836 | Time: 4441.98 ms [2021-09-28 13:27:21 main:574] : INFO : Epoch 2033 | loss: 0.0311622 | val_loss: 0.0311807 | Time: 3859.99 ms [2021-09-28 13:27:25 main:574] : INFO : Epoch 2034 | loss: 0.0311605 | val_loss: 0.0311872 | Time: 3645.93 ms [2021-09-28 13:27:29 main:574] : INFO : Epoch 2035 | loss: 0.0311622 | val_loss: 0.0311799 | Time: 3647.76 ms [2021-09-28 13:27:32 main:574] : INFO : Epoch 2036 | loss: 0.031159 | val_loss: 0.0311803 | Time: 3753.34 ms [2021-09-28 13:27:36 main:574] : INFO : Epoch 2037 | loss: 0.031159 | val_loss: 0.031181 | Time: 3779.47 ms [2021-09-28 13:27:40 main:574] : INFO : Epoch 2038 | loss: 0.0311587 | val_loss: 0.0311837 | Time: 3841.1 ms [2021-09-28 13:27:44 main:574] : INFO : Epoch 2039 | loss: 0.0311606 | val_loss: 0.0311853 | Time: 3830.13 ms [2021-09-28 13:27:48 main:574] : INFO : Epoch 2040 | loss: 0.0311596 | val_loss: 0.0311806 | Time: 4017.41 ms [2021-09-28 13:27:52 main:574] : INFO : Epoch 2041 | loss: 0.0311583 | val_loss: 0.0311801 | Time: 4331.03 ms [2021-09-28 13:27:57 main:574] : INFO : Epoch 2042 | loss: 0.0311584 | val_loss: 0.0311801 | Time: 4215.8 ms [2021-09-28 13:28:00 main:574] : INFO : Epoch 2043 | loss: 0.0311597 | val_loss: 0.0311873 | Time: 3826.99 ms [2021-09-28 13:28:04 main:574] : INFO : Epoch 2044 | loss: 0.0311619 | val_loss: 0.0311831 | Time: 3715.26 ms [2021-09-28 13:28:08 main:574] : INFO : Epoch 2045 | loss: 0.0311613 | val_loss: 0.0311837 | Time: 3953.44 ms [2021-09-28 13:28:12 main:574] : INFO : Epoch 2046 | loss: 0.0311596 | val_loss: 0.0311796 | Time: 3731.34 ms [2021-09-28 13:28:16 main:574] : INFO : Epoch 2047 | loss: 0.0311583 | val_loss: 0.0311868 | Time: 3828.16 ms [2021-09-28 13:28:19 main:574] : INFO : Epoch 2048 | loss: 0.0311612 | val_loss: 0.0311817 | Time: 3723.13 ms [2021-09-28 13:28:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311817 [2021-09-28 13:28:19 main:603] : INFO : Saving end state to config to file [2021-09-28 13:28:19 main:608] : INFO : Success, exiting.. 13:28:19 (7724): 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)