Task 13812302
| Name | ParityModified-1647041697-22030-2-0_0 |
| Workunit | 10894706 |
| Created | 26 Mar 2022, 18:22:12 UTC |
| Sent | 1 Apr 2022, 12:21:46 UTC |
| Report deadline | 9 Apr 2022, 12:21:46 UTC |
| Received | 2 Apr 2022, 11:50:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13155 |
| Run time | 2 hours 15 min 42 sec |
| CPU time | 2 hours 11 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,068.10 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.36 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: 0.0311916 | val_loss: 0.0311966 | Time: 3727.78 ms [2022-04-02 03:18:58 main:574] : INFO : Epoch 1543 | loss: 0.0311912 | val_loss: 0.0311958 | Time: 3856.21 ms [2022-04-02 03:19:01 main:574] : INFO : Epoch 1544 | loss: 0.0311906 | val_loss: 0.0311959 | Time: 3690.85 ms [2022-04-02 03:19:05 main:574] : INFO : Epoch 1545 | loss: 0.0311899 | val_loss: 0.0311962 | Time: 3897.96 ms [2022-04-02 03:19:09 main:574] : INFO : Epoch 1546 | loss: 0.0311945 | val_loss: 0.0312001 | Time: 3833.65 ms [2022-04-02 03:19:13 main:574] : INFO : Epoch 1547 | loss: 0.0311942 | val_loss: 0.0311958 | Time: 3754.64 ms [2022-04-02 03:19:17 main:574] : INFO : Epoch 1548 | loss: 0.0311917 | val_loss: 0.0311951 | Time: 3777.5 ms [2022-04-02 03:19:21 main:574] : INFO : Epoch 1549 | loss: 0.0311912 | val_loss: 0.0311957 | Time: 3941.36 ms [2022-04-02 03:19:25 main:574] : INFO : Epoch 1550 | loss: 0.0311926 | val_loss: 0.031199 | Time: 3915.11 ms [2022-04-02 03:19:29 main:574] : INFO : Epoch 1551 | loss: 0.031191 | val_loss: 0.0311954 | Time: 3834.94 ms [2022-04-02 03:19:33 main:574] : INFO : Epoch 1552 | loss: 0.0311906 | val_loss: 0.0311985 | Time: 3829.86 ms [2022-04-02 03:19:37 main:574] : INFO : Epoch 1553 | loss: 0.0311923 | val_loss: 0.0312039 | Time: 4134.46 ms [2022-04-02 03:19:41 main:574] : INFO : Epoch 1554 | loss: 0.0311915 | val_loss: 0.0311964 | Time: 3911.92 ms [2022-04-02 03:19:45 main:574] : INFO : Epoch 1555 | loss: 0.0311902 | val_loss: 0.0311966 | Time: 3853.68 ms [2022-04-02 03:19:49 main:574] : INFO : Epoch 1556 | loss: 0.0311915 | val_loss: 0.0311975 | Time: 4065.24 ms [2022-04-02 03:19:53 main:574] : INFO : Epoch 1557 | loss: 0.0311896 | val_loss: 0.0311984 | Time: 3789.49 ms [2022-04-02 03:19:56 main:574] : INFO : Epoch 1558 | loss: 0.0311912 | val_loss: 0.0311959 | Time: 3692.84 ms [2022-04-02 03:20:00 main:574] : INFO : Epoch 1559 | loss: 0.03119 | val_loss: 0.0311987 | Time: 3990.59 ms [2022-04-02 03:20:04 main:574] : INFO : Epoch 1560 | loss: 0.0311891 | val_loss: 0.0311969 | Time: 3813.05 ms [2022-04-02 03:20:09 main:574] : INFO : Epoch 1561 | loss: 0.0311897 | val_loss: 0.0311977 | Time: 4465.56 ms [2022-04-02 03:20:13 main:574] : INFO : Epoch 1562 | loss: 0.0311927 | val_loss: 0.0312032 | Time: 4153.17 ms [2022-04-02 03:20:17 main:574] : INFO : Epoch 1563 | loss: 0.0311902 | val_loss: 0.0311972 | Time: 4089.6 ms [2022-04-02 03:20:21 main:574] : INFO : Epoch 1564 | loss: 0.03119 | val_loss: 0.0311954 | Time: 3925.21 ms [2022-04-02 03:20:25 main:574] : INFO : Epoch 1565 | loss: 0.0311904 | val_loss: 0.0311966 | Time: 3901.38 ms [2022-04-02 03:20:29 main:574] : INFO : Epoch 1566 | loss: 0.0311925 | val_loss: 0.0312012 | Time: 3818.87 ms [2022-04-02 03:20:33 main:574] : INFO : Epoch 1567 | loss: 0.0311948 | val_loss: 0.0311974 | Time: 3866.76 ms [2022-04-02 03:20:37 main:574] : INFO : Epoch 1568 | loss: 0.0311913 | val_loss: 0.0311954 | Time: 4028.76 ms [2022-04-02 03:20:41 main:574] : INFO : Epoch 1569 | loss: 0.0311891 | val_loss: 0.0312041 | Time: 3972.25 ms [2022-04-02 03:20:45 main:574] : INFO : Epoch 1570 | loss: 0.0311956 | val_loss: 0.0312117 | Time: 3906.67 ms [2022-04-02 03:20:49 main:574] : INFO : Epoch 1571 | loss: 0.0311949 | val_loss: 0.0312016 | Time: 4001.79 ms [2022-04-02 03:20:53 main:574] : INFO : Epoch 1572 | loss: 0.031193 | val_loss: 0.0311956 | Time: 4144.97 ms [2022-04-02 03:20:57 main:574] : INFO : Epoch 1573 | loss: 0.03119 | val_loss: 0.0311966 | Time: 3879.17 ms [2022-04-02 03:21:01 main:574] : INFO : Epoch 1574 | loss: 0.0311891 | val_loss: 0.0311952 | Time: 3969.31 ms [2022-04-02 03:21:05 main:574] : INFO : Epoch 1575 | loss: 0.0311888 | val_loss: 0.0311947 | Time: 3778.43 ms [2022-04-02 03:21:09 main:574] : INFO : Epoch 1576 | loss: 0.0311903 | val_loss: 0.0311981 | Time: 4030.93 ms [2022-04-02 03:21:13 main:574] : INFO : Epoch 1577 | loss: 0.0311933 | val_loss: 0.0312041 | Time: 3937.85 ms [2022-04-02 03:21:17 main:574] : INFO : Epoch 1578 | loss: 0.0311916 | val_loss: 0.0311965 | Time: 3911.47 ms [2022-04-02 03:21:21 main:574] : INFO : Epoch 1579 | loss: 0.0311901 | val_loss: 0.0311978 | Time: 4266.15 ms [2022-04-02 03:21:25 main:574] : INFO : Epoch 1580 | loss: 0.0311925 | val_loss: 0.0311951 | Time: 4052.59 ms [2022-04-02 03:21:30 main:574] : INFO : Epoch 1581 | loss: 0.0311937 | val_loss: 0.0311971 | Time: 4095.44 ms [2022-04-02 03:21:34 main:574] : INFO : Epoch 1582 | loss: 0.0311914 | val_loss: 0.0311947 | Time: 4013.36 ms [2022-04-02 03:21:38 main:574] : INFO : Epoch 1583 | loss: 0.0311905 | val_loss: 0.0311975 | Time: 3817.26 ms [2022-04-02 03:21:41 main:574] : INFO : Epoch 1584 | loss: 0.0311912 | val_loss: 0.0311953 | Time: 3849.22 ms [2022-04-02 03:21:45 main:574] : INFO : Epoch 1585 | loss: 0.0311906 | val_loss: 0.0311953 | Time: 3858.99 ms [2022-04-02 03:21:49 main:574] : INFO : Epoch 1586 | loss: 0.0311901 | val_loss: 0.0311954 | Time: 3890.8 ms [2022-04-02 03:21:53 main:574] : INFO : Epoch 1587 | loss: 0.0311913 | val_loss: 0.0311958 | Time: 3879.62 ms [2022-04-02 03:21:57 main:574] : INFO : Epoch 1588 | loss: 0.0311915 | val_loss: 0.0311953 | Time: 3899.15 ms [2022-04-02 03:22:01 main:574] : INFO : Epoch 1589 | loss: 0.0311891 | val_loss: 0.0311939 | Time: 3962.71 ms [2022-04-02 03:22:05 main:574] : INFO : Epoch 1590 | loss: 0.0311901 | val_loss: 0.0311999 | Time: 3974.76 ms [2022-04-02 03:22:09 main:574] : INFO : Epoch 1591 | loss: 0.0311948 | val_loss: 0.0312046 | Time: 4118.93 ms [2022-04-02 03:22:13 main:574] : INFO : Epoch 1592 | loss: 0.0311947 | val_loss: 0.0312004 | Time: 3837.19 ms [2022-04-02 03:22:17 main:574] : INFO : Epoch 1593 | loss: 0.0311931 | val_loss: 0.0311988 | Time: 3896.54 ms [2022-04-02 03:22:21 main:574] : INFO : Epoch 1594 | loss: 0.0311896 | val_loss: 0.0311985 | Time: 3971.45 ms [2022-04-02 03:22:25 main:574] : INFO : Epoch 1595 | loss: 0.031189 | val_loss: 0.0311962 | Time: 3894.37 ms [2022-04-02 03:22:29 main:574] : INFO : Epoch 1596 | loss: 0.0311877 | val_loss: 0.0311948 | Time: 3947.56 ms [2022-04-02 03:22:33 main:574] : INFO : Epoch 1597 | loss: 0.0311895 | val_loss: 0.0311967 | Time: 4016.15 ms [2022-04-02 03:22:37 main:574] : INFO : Epoch 1598 | loss: 0.0311968 | val_loss: 0.0312059 | Time: 3888.47 ms [2022-04-02 03:22:41 main:574] : INFO : Epoch 1599 | loss: 0.0311921 | val_loss: 0.0311951 | Time: 3904.29 ms [2022-04-02 03:22:45 main:574] : INFO : Epoch 1600 | loss: 0.0311882 | val_loss: 0.0312044 | Time: 3970.96 ms [2022-04-02 03:22:49 main:574] : INFO : Epoch 1601 | loss: 0.0311896 | val_loss: 0.0311938 | Time: 3926.85 ms [2022-04-02 03:22:53 main:574] : INFO : Epoch 1602 | loss: 0.0311882 | val_loss: 0.031194 | Time: 3786.8 ms [2022-04-02 03:22:57 main:574] : INFO : Epoch 1603 | loss: 0.0311885 | val_loss: 0.0311939 | Time: 3893.81 ms [2022-04-02 03:23:01 main:574] : INFO : Epoch 1604 | loss: 0.031193 | val_loss: 0.031205 | Time: 3881.65 ms [2022-04-02 03:23:05 main:574] : INFO : Epoch 1605 | loss: 0.0311925 | val_loss: 0.0311954 | Time: 3918.34 ms [2022-04-02 03:23:09 main:574] : INFO : Epoch 1606 | loss: 0.0311873 | val_loss: 0.0311931 | Time: 4069.28 ms [2022-04-02 03:23:13 main:574] : INFO : Epoch 1607 | loss: 0.0311875 | val_loss: 0.0311935 | Time: 3759.44 ms [2022-04-02 03:23:17 main:574] : INFO : Epoch 1608 | loss: 0.0311936 | val_loss: 0.0312039 | Time: 3913.32 ms [2022-04-02 03:23:21 main:574] : INFO : Epoch 1609 | loss: 0.0311903 | val_loss: 0.0311933 | Time: 3879.5 ms [2022-04-02 03:23:24 main:574] : INFO : Epoch 1610 | loss: 0.0311871 | val_loss: 0.0311926 | Time: 3734.08 ms [2022-04-02 03:23:28 main:574] : INFO : Epoch 1611 | loss: 0.0311876 | val_loss: 0.0311933 | Time: 3815.92 ms [2022-04-02 03:23:32 main:574] : INFO : Epoch 1612 | loss: 0.0311869 | val_loss: 0.0311934 | Time: 3889.41 ms [2022-04-02 03:23:36 main:574] : INFO : Epoch 1613 | loss: 0.0311875 | val_loss: 0.031192 | Time: 3855.64 ms [2022-04-02 03:23:40 main:574] : INFO : Epoch 1614 | loss: 0.0311892 | val_loss: 0.0311946 | Time: 4043.86 ms [2022-04-02 03:23:44 main:574] : INFO : Epoch 1615 | loss: 0.0311906 | val_loss: 0.0311933 | Time: 3788.59 ms [2022-04-02 03:23:48 main:574] : INFO : Epoch 1616 | loss: 0.031189 | val_loss: 0.0311938 | Time: 3851.21 ms [2022-04-02 03:23:52 main:574] : INFO : Epoch 1617 | loss: 0.0311888 | val_loss: 0.0311928 | Time: 3851.12 ms [2022-04-02 03:23:56 main:574] : INFO : Epoch 1618 | loss: 0.0311879 | val_loss: 0.0311921 | Time: 3929.42 ms [2022-04-02 03:24:00 main:574] : INFO : Epoch 1619 | loss: 0.0311911 | val_loss: 0.0311918 | Time: 4028.96 ms [2022-04-02 03:24:04 main:574] : INFO : Epoch 1620 | loss: 0.0311897 | val_loss: 0.0311994 | Time: 3860.35 ms [2022-04-02 03:24:08 main:574] : INFO : Epoch 1621 | loss: 0.0311881 | val_loss: 0.0311929 | Time: 4044 ms [2022-04-02 03:24:12 main:574] : INFO : Epoch 1622 | loss: 0.0311871 | val_loss: 0.0311973 | Time: 3769.87 ms [2022-04-02 03:24:16 main:574] : INFO : Epoch 1623 | loss: 0.0311877 | val_loss: 0.0311976 | Time: 3829.98 ms [2022-04-02 03:24:20 main:574] : INFO : Epoch 1624 | loss: 0.0311878 | val_loss: 0.0311945 | Time: 3883.84 ms [2022-04-02 03:24:24 main:574] : INFO : Epoch 1625 | loss: 0.031189 | val_loss: 0.0311964 | Time: 3970.55 ms [2022-04-02 03:24:28 main:574] : INFO : Epoch 1626 | loss: 0.0311872 | val_loss: 0.0311923 | Time: 3966.71 ms [2022-04-02 03:24:32 main:574] : INFO : Epoch 1627 | loss: 0.0311868 | val_loss: 0.031196 | Time: 4090.75 ms [2022-04-02 03:24:36 main:574] : INFO : Epoch 1628 | loss: 0.0311906 | val_loss: 0.0311962 | Time: 3857.2 ms [2022-04-02 03:24:40 main:574] : INFO : Epoch 1629 | loss: 0.0311939 | val_loss: 0.0312033 | Time: 3923.61 ms [2022-04-02 03:24:44 main:574] : INFO : Epoch 1630 | loss: 0.0311873 | val_loss: 0.0311919 | Time: 3866.27 ms [2022-04-02 03:24:48 main:574] : INFO : Epoch 1631 | loss: 0.0311891 | val_loss: 0.0311939 | Time: 3921.64 ms [2022-04-02 03:24:52 main:574] : INFO : Epoch 1632 | loss: 0.0311884 | val_loss: 0.0311938 | Time: 3981.91 ms [2022-04-02 03:24:55 main:574] : INFO : Epoch 1633 | loss: 0.0311867 | val_loss: 0.0311922 | Time: 3750.38 ms [2022-04-02 03:24:59 main:574] : INFO : Epoch 1634 | loss: 0.0311856 | val_loss: 0.031194 | Time: 3898.84 ms [2022-04-02 03:25:03 main:574] : INFO : Epoch 1635 | loss: 0.0311863 | val_loss: 0.0311942 | Time: 3863.65 ms [2022-04-02 03:25:07 main:574] : INFO : Epoch 1636 | loss: 0.0311856 | val_loss: 0.0311988 | Time: 3923.59 ms [2022-04-02 03:25:11 main:574] : INFO : Epoch 1637 | loss: 0.0311873 | val_loss: 0.0311936 | Time: 3908.98 ms [2022-04-02 03:25:15 main:574] : INFO : Epoch 1638 | loss: 0.0311858 | val_loss: 0.0311914 | Time: 3779.82 ms [2022-04-02 03:25:19 main:574] : INFO : Epoch 1639 | loss: 0.0311846 | val_loss: 0.0311955 | Time: 3766.95 ms [2022-04-02 03:25:23 main:574] : INFO : Epoch 1640 | loss: 0.0311872 | val_loss: 0.0311915 | Time: 3761.24 ms [2022-04-02 03:25:27 main:574] : INFO : Epoch 1641 | loss: 0.0311862 | val_loss: 0.0311931 | Time: 3855.56 ms [2022-04-02 03:25:30 main:574] : INFO : Epoch 1642 | loss: 0.0311882 | val_loss: 0.0311913 | Time: 3849.07 ms [2022-04-02 03:25:34 main:574] : INFO : Epoch 1643 | loss: 0.0311868 | val_loss: 0.0311929 | Time: 3825.89 ms [2022-04-02 03:25:38 main:574] : INFO : Epoch 1644 | loss: 0.0311861 | val_loss: 0.0311919 | Time: 3963.28 ms [2022-04-02 03:25:42 main:574] : INFO : Epoch 1645 | loss: 0.0311861 | val_loss: 0.0311895 | Time: 4000.14 ms [2022-04-02 03:25:46 main:574] : INFO : Epoch 1646 | loss: 0.0311863 | val_loss: 0.0311947 | Time: 3993.74 ms [2022-04-02 03:25:50 main:574] : INFO : Epoch 1647 | loss: 0.0311941 | val_loss: 0.0311923 | Time: 3927.24 ms [2022-04-02 03:25:54 main:574] : INFO : Epoch 1648 | loss: 0.0311959 | val_loss: 0.0312049 | Time: 3810.1 ms [2022-04-02 03:25:58 main:574] : INFO : Epoch 1649 | loss: 0.031193 | val_loss: 0.0311918 | Time: 3908.9 ms [2022-04-02 03:26:02 main:574] : INFO : Epoch 1650 | loss: 0.0311871 | val_loss: 0.0311896 | Time: 4011.09 ms [2022-04-02 03:26:06 main:574] : INFO : Epoch 1651 | loss: 0.0311883 | val_loss: 0.0311915 | Time: 3973.77 ms [2022-04-02 03:26:10 main:574] : INFO : Epoch 1652 | loss: 0.031187 | val_loss: 0.0311891 | Time: 4118.17 ms [2022-04-02 03:26:15 main:574] : INFO : Epoch 1653 | loss: 0.0311851 | val_loss: 0.0311917 | Time: 3982.96 ms [2022-04-02 03:26:18 main:574] : INFO : Epoch 1654 | loss: 0.0311911 | val_loss: 0.031188 | Time: 3925.61 ms [2022-04-02 03:26:22 main:574] : INFO : Epoch 1655 | loss: 0.0311859 | val_loss: 0.03119 | Time: 3909.79 ms [2022-04-02 03:26:26 main:574] : INFO : Epoch 1656 | loss: 0.0311853 | val_loss: 0.0311914 | Time: 3860.38 ms [2022-04-02 03:26:30 main:574] : INFO : Epoch 1657 | loss: 0.0311857 | val_loss: 0.0311877 | Time: 3881.05 ms [2022-04-02 03:26:35 main:574] : INFO : Epoch 1658 | loss: 0.0311851 | val_loss: 0.0311892 | Time: 4182.73 ms [2022-04-02 03:26:38 main:574] : INFO : Epoch 1659 | loss: 0.0311834 | val_loss: 0.0311886 | Time: 3878.86 ms [2022-04-02 03:26:42 main:574] : INFO : Epoch 1660 | loss: 0.0311834 | val_loss: 0.031189 | Time: 3867.85 ms [2022-04-02 03:26:46 main:574] : INFO : Epoch 1661 | loss: 0.0311843 | val_loss: 0.0311995 | Time: 3869.54 ms [2022-04-02 03:26:50 main:574] : INFO : Epoch 1662 | loss: 0.0311867 | val_loss: 0.0311955 | Time: 3775.13 ms [2022-04-02 03:26:54 main:574] : INFO : Epoch 1663 | loss: 0.0311859 | val_loss: 0.0311887 | Time: 3768.65 ms [2022-04-02 03:26:58 main:574] : INFO : Epoch 1664 | loss: 0.0311852 | val_loss: 0.0312005 | Time: 3821.9 ms [2022-04-02 03:27:02 main:574] : INFO : Epoch 1665 | loss: 0.0311881 | val_loss: 0.0311892 | Time: 3838.77 ms [2022-04-02 03:27:06 main:574] : INFO : Epoch 1666 | loss: 0.0311839 | val_loss: 0.0311937 | Time: 3954.63 ms [2022-04-02 03:27:10 main:574] : INFO : Epoch 1667 | loss: 0.0311879 | val_loss: 0.0311998 | Time: 3988.29 ms [2022-04-02 03:27:14 main:574] : INFO : Epoch 1668 | loss: 0.0311855 | val_loss: 0.0311905 | Time: 3850.26 ms [2022-04-02 03:27:18 main:574] : INFO : Epoch 1669 | loss: 0.0311852 | val_loss: 0.0311915 | Time: 3956.82 ms [2022-04-02 03:27:22 main:574] : INFO : Epoch 1670 | loss: 0.0311845 | val_loss: 0.0311925 | Time: 3861.14 ms [2022-04-02 03:27:26 main:574] : INFO : Epoch 1671 | loss: 0.0311836 | val_loss: 0.0311898 | Time: 3859.7 ms [2022-04-02 03:27:30 main:574] : INFO : Epoch 1672 | loss: 0.0311836 | val_loss: 0.0311912 | Time: 3966.04 ms [2022-04-02 03:27:34 main:574] : INFO : Epoch 1673 | loss: 0.0311838 | val_loss: 0.0311902 | Time: 3975.53 ms [2022-04-02 03:27:38 main:574] : INFO : Epoch 1674 | loss: 0.0311837 | val_loss: 0.0311902 | Time: 3903.72 ms [2022-04-02 03:27:41 main:574] : INFO : Epoch 1675 | loss: 0.0311833 | val_loss: 0.0311918 | Time: 3935.37 ms [2022-04-02 03:27:45 main:574] : INFO : Epoch 1676 | loss: 0.031184 | val_loss: 0.031189 | Time: 3838.86 ms [2022-04-02 03:27:49 main:574] : INFO : Epoch 1677 | loss: 0.0311848 | val_loss: 0.0311913 | Time: 3807.72 ms [2022-04-02 03:27:53 main:574] : INFO : Epoch 1678 | loss: 0.0311872 | val_loss: 0.0311907 | Time: 3922.6 ms [2022-04-02 03:27:57 main:574] : INFO : Epoch 1679 | loss: 0.0311841 | val_loss: 0.0311903 | Time: 3866.22 ms [2022-04-02 03:28:01 main:574] : INFO : Epoch 1680 | loss: 0.0311837 | val_loss: 0.0311885 | Time: 4086.7 ms [2022-04-02 03:28:15 main:574] : INFO : Epoch 1681 | loss: 0.0311834 | val_loss: 0.03119 | Time: 13966.3 ms [2022-04-02 03:28:19 main:574] : INFO : Epoch 1682 | loss: 0.0311836 | val_loss: 0.031195 | Time: 4079.24 ms [2022-04-02 03:28:23 main:574] : INFO : Epoch 1683 | loss: 0.0311836 | val_loss: 0.031191 | Time: 3935.53 ms [2022-04-02 03:28:27 main:574] : INFO : Epoch 1684 | loss: 0.0311829 | val_loss: 0.0311895 | Time: 3889.17 ms [2022-04-02 03:28:31 main:574] : INFO : Epoch 1685 | loss: 0.0311846 | val_loss: 0.0311912 | Time: 3998.79 ms [2022-04-02 03:28:35 main:574] : INFO : Epoch 1686 | loss: 0.0311821 | val_loss: 0.0311917 | Time: 3903.6 ms [2022-04-02 03:28:39 main:574] : INFO : Epoch 1687 | loss: 0.0311835 | val_loss: 0.0311939 | Time: 3847.4 ms [2022-04-02 03:28:43 main:574] : INFO : Epoch 1688 | loss: 0.0311872 | val_loss: 0.0311906 | Time: 3869.96 ms [2022-04-02 03:28:47 main:574] : INFO : Epoch 1689 | loss: 0.0311839 | val_loss: 0.0311891 | Time: 3919.31 ms [2022-04-02 03:28:51 main:574] : INFO : Epoch 1690 | loss: 0.031185 | val_loss: 0.0311912 | Time: 3875.45 ms [2022-04-02 03:28:55 main:574] : INFO : Epoch 1691 | loss: 0.0311842 | val_loss: 0.0311902 | Time: 3913.42 ms [2022-04-02 03:28:59 main:574] : INFO : Epoch 1692 | loss: 0.0311836 | val_loss: 0.0311987 | Time: 3963.08 ms [2022-04-02 03:29:03 main:574] : INFO : Epoch 1693 | loss: 0.0311863 | val_loss: 0.0311883 | Time: 3897.94 ms [2022-04-02 03:29:07 main:574] : INFO : Epoch 1694 | loss: 0.0311852 | val_loss: 0.0311937 | Time: 3919.75 ms [2022-04-02 03:29:11 main:574] : INFO : Epoch 1695 | loss: 0.0311835 | val_loss: 0.0311893 | Time: 3971.27 ms [2022-04-02 03:29:15 main:574] : INFO : Epoch 1696 | loss: 0.0311816 | val_loss: 0.0311885 | Time: 3878.32 ms [2022-04-02 03:29:19 main:574] : INFO : Epoch 1697 | loss: 0.0311843 | val_loss: 0.0311912 | Time: 4001.34 ms [2022-04-02 03:29:23 main:574] : INFO : Epoch 1698 | loss: 0.0311888 | val_loss: 0.031189 | Time: 3901.03 ms [2022-04-02 03:29:27 main:574] : INFO : Epoch 1699 | loss: 0.0311847 | val_loss: 0.0311888 | Time: 3897.35 ms [2022-04-02 03:29:31 main:574] : INFO : Epoch 1700 | loss: 0.0311845 | val_loss: 0.0311952 | Time: 3947.03 ms [2022-04-02 03:29:35 main:574] : INFO : Epoch 1701 | loss: 0.0311884 | val_loss: 0.0311888 | Time: 3884.07 ms [2022-04-02 03:29:39 main:574] : INFO : Epoch 1702 | loss: 0.0311852 | val_loss: 0.0311922 | Time: 3901.33 ms [2022-04-02 03:29:43 main:574] : INFO : Epoch 1703 | loss: 0.0311831 | val_loss: 0.0311882 | Time: 3843.01 ms [2022-04-02 03:29:47 main:574] : INFO : Epoch 1704 | loss: 0.031182 | val_loss: 0.0311886 | Time: 3880.62 ms [2022-04-02 03:29:51 main:574] : INFO : Epoch 1705 | loss: 0.0311831 | val_loss: 0.0311929 | Time: 3912.23 ms [2022-04-02 03:29:55 main:574] : INFO : Epoch 1706 | loss: 0.0311829 | val_loss: 0.0311891 | Time: 3905.14 ms [2022-04-02 03:29:58 main:574] : INFO : Epoch 1707 | loss: 0.0311839 | val_loss: 0.0311896 | Time: 3835.96 ms [2022-04-02 03:30:02 main:574] : INFO : Epoch 1708 | loss: 0.0311815 | val_loss: 0.0311886 | Time: 3915.54 ms [2022-04-02 03:30:06 main:574] : INFO : Epoch 1709 | loss: 0.0311843 | val_loss: 0.0311934 | Time: 3885.19 ms [2022-04-02 03:30:10 main:574] : INFO : Epoch 1710 | loss: 0.0311837 | val_loss: 0.03119 | Time: 3878.6 ms [2022-04-02 03:30:14 main:574] : INFO : Epoch 1711 | loss: 0.0311817 | val_loss: 0.031189 | Time: 3921.79 ms [2022-04-02 03:30:18 main:574] : INFO : Epoch 1712 | loss: 0.0311853 | val_loss: 0.0311918 | Time: 3836.9 ms [2022-04-02 03:30:22 main:574] : INFO : Epoch 1713 | loss: 0.0311815 | val_loss: 0.0311883 | Time: 3905.46 ms [2022-04-02 03:30:26 main:574] : INFO : Epoch 1714 | loss: 0.0311804 | val_loss: 0.0311872 | Time: 3842.23 ms [2022-04-02 03:30:30 main:574] : INFO : Epoch 1715 | loss: 0.0311819 | val_loss: 0.0311899 | Time: 3868.3 ms [2022-04-02 03:30:34 main:574] : INFO : Epoch 1716 | loss: 0.0311853 | val_loss: 0.0311893 | Time: 3896.43 ms [2022-04-02 03:30:38 main:574] : INFO : Epoch 1717 | loss: 0.0311834 | val_loss: 0.031187 | Time: 3836.8 ms [2022-04-02 03:30:42 main:574] : INFO : Epoch 1718 | loss: 0.031185 | val_loss: 0.0311931 | Time: 3905.48 ms [2022-04-02 03:30:46 main:574] : INFO : Epoch 1719 | loss: 0.0311847 | val_loss: 0.0311921 | Time: 3857.96 ms [2022-04-02 03:30:50 main:574] : INFO : Epoch 1720 | loss: 0.0311845 | val_loss: 0.0311881 | Time: 3913.66 ms [2022-04-02 03:30:53 main:574] : INFO : Epoch 1721 | loss: 0.0311826 | val_loss: 0.0311896 | Time: 3846.1 ms [2022-04-02 03:30:57 main:574] : INFO : Epoch 1722 | loss: 0.0311834 | val_loss: 0.0311897 | Time: 3946.93 ms [2022-04-02 03:31:01 main:574] : INFO : Epoch 1723 | loss: 0.0311818 | val_loss: 0.0311934 | Time: 3810.69 ms [2022-04-02 03:31:05 main:574] : INFO : Epoch 1724 | loss: 0.0311822 | val_loss: 0.0311882 | Time: 3910.38 ms [2022-04-02 03:31:09 main:574] : INFO : Epoch 1725 | loss: 0.0311828 | val_loss: 0.0311873 | Time: 3988.34 ms [2022-04-02 03:31:13 main:574] : INFO : Epoch 1726 | loss: 0.0311885 | val_loss: 0.0312008 | Time: 3941.08 ms [2022-04-02 03:31:17 main:574] : INFO : Epoch 1727 | loss: 0.0311881 | val_loss: 0.0311925 | Time: 4039.72 ms [2022-04-02 03:31:21 main:574] : INFO : Epoch 1728 | loss: 0.0311884 | val_loss: 0.031196 | Time: 3877.33 ms [2022-04-02 03:31:25 main:574] : INFO : Epoch 1729 | loss: 0.0311858 | val_loss: 0.0311865 | Time: 3863.02 ms [2022-04-02 03:31:29 main:574] : INFO : Epoch 1730 | loss: 0.0311871 | val_loss: 0.0311922 | Time: 3880.06 ms [2022-04-02 03:31:33 main:574] : INFO : Epoch 1731 | loss: 0.0311845 | val_loss: 0.0311949 | Time: 3997.79 ms [2022-04-02 03:31:37 main:574] : INFO : Epoch 1732 | loss: 0.0311823 | val_loss: 0.0311866 | Time: 3884.66 ms [2022-04-02 03:31:41 main:574] : INFO : Epoch 1733 | loss: 0.0311823 | val_loss: 0.0311894 | Time: 4036.2 ms [2022-04-02 03:31:45 main:574] : INFO : Epoch 1734 | loss: 0.0311807 | val_loss: 0.0311871 | Time: 3930.85 ms [2022-04-02 03:31:49 main:574] : INFO : Epoch 1735 | loss: 0.0311804 | val_loss: 0.0311884 | Time: 3940.27 ms [2022-04-02 03:31:53 main:574] : INFO : Epoch 1736 | loss: 0.0311814 | val_loss: 0.0311883 | Time: 3943.37 ms [2022-04-02 03:31:57 main:574] : INFO : Epoch 1737 | loss: 0.0311822 | val_loss: 0.0311898 | Time: 3912.41 ms [2022-04-02 03:32:01 main:574] : INFO : Epoch 1738 | loss: 0.0311856 | val_loss: 0.0311921 | Time: 3924.65 ms [2022-04-02 03:32:05 main:574] : INFO : Epoch 1739 | loss: 0.0311875 | val_loss: 0.0311884 | Time: 3943.53 ms [2022-04-02 03:32:09 main:574] : INFO : Epoch 1740 | loss: 0.0311832 | val_loss: 0.0311868 | Time: 4064.67 ms [2022-04-02 03:32:13 main:574] : INFO : Epoch 1741 | loss: 0.0311828 | val_loss: 0.0311874 | Time: 3916.43 ms [2022-04-02 03:32:17 main:574] : INFO : Epoch 1742 | loss: 0.0311839 | val_loss: 0.0311907 | Time: 3873.83 ms [2022-04-02 03:32:21 main:574] : INFO : Epoch 1743 | loss: 0.0311821 | val_loss: 0.0311866 | Time: 4015.72 ms [2022-04-02 03:32:25 main:574] : INFO : Epoch 1744 | loss: 0.0311822 | val_loss: 0.0311877 | Time: 3821.95 ms [2022-04-02 03:32:29 main:574] : INFO : Epoch 1745 | loss: 0.0311857 | val_loss: 0.0311861 | Time: 3955.81 ms [2022-04-02 03:32:33 main:574] : INFO : Epoch 1746 | loss: 0.0311827 | val_loss: 0.0311852 | Time: 3995.04 ms [2022-04-02 03:32:37 main:574] : INFO : Epoch 1747 | loss: 0.0311809 | val_loss: 0.03119 | Time: 3849.49 ms [2022-04-02 03:32:41 main:574] : INFO : Epoch 1748 | loss: 0.0311836 | val_loss: 0.0311848 | Time: 3907.63 ms [2022-04-02 03:32:45 main:574] : INFO : Epoch 1749 | loss: 0.0311816 | val_loss: 0.0311858 | Time: 3877.91 ms [2022-04-02 03:32:49 main:574] : INFO : Epoch 1750 | loss: 0.0311821 | val_loss: 0.0311886 | Time: 3955.18 ms [2022-04-02 03:32:53 main:574] : INFO : Epoch 1751 | loss: 0.0311806 | val_loss: 0.0311869 | Time: 3916.38 ms [2022-04-02 03:32:57 main:574] : INFO : Epoch 1752 | loss: 0.0311799 | val_loss: 0.031189 | Time: 3788.54 ms [2022-04-02 03:33:01 main:574] : INFO : Epoch 1753 | loss: 0.0311807 | val_loss: 0.0311866 | Time: 3877.83 ms [2022-04-02 03:33:05 main:574] : INFO : Epoch 1754 | loss: 0.0311792 | val_loss: 0.0311855 | Time: 3874.63 ms [2022-04-02 03:33:09 main:574] : INFO : Epoch 1755 | loss: 0.0311794 | val_loss: 0.0311866 | Time: 3915.41 ms [2022-04-02 03:33:13 main:574] : INFO : Epoch 1756 | loss: 0.0311793 | val_loss: 0.0311856 | Time: 3973.78 ms [2022-04-02 03:33:17 main:574] : INFO : Epoch 1757 | loss: 0.0311793 | val_loss: 0.0311882 | Time: 3899.02 ms [2022-04-02 03:33:21 main:574] : INFO : Epoch 1758 | loss: 0.0311794 | val_loss: 0.031187 | Time: 3891.61 ms [2022-04-02 03:33:24 main:574] : INFO : Epoch 1759 | loss: 0.0311798 | val_loss: 0.0311866 | Time: 3878.63 ms [2022-04-02 03:33:28 main:574] : INFO : Epoch 1760 | loss: 0.0311803 | val_loss: 0.0311875 | Time: 3908.57 ms [2022-04-02 03:33:32 main:574] : INFO : Epoch 1761 | loss: 0.0311808 | val_loss: 0.0311881 | Time: 3833.86 ms [2022-04-02 03:33:36 main:574] : INFO : Epoch 1762 | loss: 0.0311814 | val_loss: 0.0311902 | Time: 3901.2 ms [2022-04-02 03:33:40 main:574] : INFO : Epoch 1763 | loss: 0.0311816 | val_loss: 0.0311874 | Time: 4039.93 ms [2022-04-02 03:33:44 main:574] : INFO : Epoch 1764 | loss: 0.0311857 | val_loss: 0.0311875 | Time: 3917.72 ms [2022-04-02 03:33:48 main:574] : INFO : Epoch 1765 | loss: 0.0311846 | val_loss: 0.0311964 | Time: 3869.26 ms [2022-04-02 03:33:52 main:574] : INFO : Epoch 1766 | loss: 0.0311867 | val_loss: 0.0311867 | Time: 3834.37 ms [2022-04-02 03:33:56 main:574] : INFO : Epoch 1767 | loss: 0.031184 | val_loss: 0.0311877 | Time: 3885.8 ms [2022-04-02 03:34:00 main:574] : INFO : Epoch 1768 | loss: 0.0311884 | val_loss: 0.031193 | Time: 3920.54 ms [2022-04-02 03:34:04 main:574] : INFO : Epoch 1769 | loss: 0.0311893 | val_loss: 0.0311883 | Time: 3930.51 ms [2022-04-02 03:34:08 main:574] : INFO : Epoch 1770 | loss: 0.0311845 | val_loss: 0.0311856 | Time: 3859.83 ms [2022-04-02 03:34:12 main:574] : INFO : Epoch 1771 | loss: 0.0311835 | val_loss: 0.0311861 | Time: 3882.38 ms [2022-04-02 03:34:16 main:574] : INFO : Epoch 1772 | loss: 0.0311828 | val_loss: 0.0311915 | Time: 3896.03 ms [2022-04-02 03:34:20 main:574] : INFO : Epoch 1773 | loss: 0.0311848 | val_loss: 0.0311858 | Time: 4153.82 ms [2022-04-02 03:34:24 main:574] : INFO : Epoch 1774 | loss: 0.031184 | val_loss: 0.0311849 | Time: 3957.35 ms [2022-04-02 03:34:28 main:574] : INFO : Epoch 1775 | loss: 0.0311829 | val_loss: 0.0311866 | Time: 3882.16 ms [2022-04-02 03:34:32 main:574] : INFO : Epoch 1776 | loss: 0.0311814 | val_loss: 0.0311868 | Time: 4077.95 ms [2022-04-02 03:34:36 main:574] : INFO : Epoch 1777 | loss: 0.0311824 | val_loss: 0.0311857 | Time: 3934.54 ms [2022-04-02 03:34:40 main:574] : INFO : Epoch 1778 | loss: 0.0311832 | val_loss: 0.0311845 | Time: 3812.75 ms [2022-04-02 03:34:44 main:574] : INFO : Epoch 1779 | loss: 0.031182 | val_loss: 0.0311836 | Time: 3861.05 ms [2022-04-02 03:34:48 main:574] : INFO : Epoch 1780 | loss: 0.0311806 | val_loss: 0.0311833 | Time: 3896.9 ms [2022-04-02 03:34:52 main:574] : INFO : Epoch 1781 | loss: 0.031182 | val_loss: 0.0311872 | Time: 3904.4 ms [2022-04-02 03:34:56 main:574] : INFO : Epoch 1782 | loss: 0.031182 | val_loss: 0.0311851 | Time: 3893.19 ms [2022-04-02 03:35:00 main:574] : INFO : Epoch 1783 | loss: 0.0311822 | val_loss: 0.0311853 | Time: 3828.99 ms [2022-04-02 03:35:03 main:574] : INFO : Epoch 1784 | loss: 0.0311848 | val_loss: 0.0312025 | Time: 3863.73 ms [2022-04-02 03:35:07 main:574] : INFO : Epoch 1785 | loss: 0.0311854 | val_loss: 0.0311935 | Time: 3947.88 ms [2022-04-02 03:35:12 main:574] : INFO : Epoch 1786 | loss: 0.031182 | val_loss: 0.0311855 | Time: 3991.19 ms [2022-04-02 03:35:15 main:574] : INFO : Epoch 1787 | loss: 0.0311807 | val_loss: 0.0311837 | Time: 3868.29 ms [2022-04-02 03:35:19 main:574] : INFO : Epoch 1788 | loss: 0.0311813 | val_loss: 0.0311847 | Time: 3897.52 ms [2022-04-02 03:35:23 main:574] : INFO : Epoch 1789 | loss: 0.0311812 | val_loss: 0.0311854 | Time: 3946.36 ms [2022-04-02 03:35:27 main:574] : INFO : Epoch 1790 | loss: 0.0311811 | val_loss: 0.0311857 | Time: 3885.54 ms [2022-04-02 03:35:31 main:574] : INFO : Epoch 1791 | loss: 0.0311801 | val_loss: 0.0311846 | Time: 3926.81 ms [2022-04-02 03:35:35 main:574] : INFO : Epoch 1792 | loss: 0.0311801 | val_loss: 0.0311859 | Time: 3896.7 ms [2022-04-02 03:35:39 main:574] : INFO : Epoch 1793 | loss: 0.0311815 | val_loss: 0.0311852 | Time: 3868.5 ms [2022-04-02 03:35:43 main:574] : INFO : Epoch 1794 | loss: 0.0311798 | val_loss: 0.0311841 | Time: 3886.73 ms [2022-04-02 03:35:47 main:574] : INFO : Epoch 1795 | loss: 0.0311791 | val_loss: 0.0311878 | Time: 3923.93 ms [2022-04-02 03:35:51 main:574] : INFO : Epoch 1796 | loss: 0.0311798 | val_loss: 0.0311849 | Time: 3897.1 ms [2022-04-02 03:35:55 main:574] : INFO : Epoch 1797 | loss: 0.0311808 | val_loss: 0.0311887 | Time: 3920.65 ms [2022-04-02 03:35:59 main:574] : INFO : Epoch 1798 | loss: 0.0311785 | val_loss: 0.0311852 | Time: 4003.17 ms [2022-04-02 03:36:03 main:574] : INFO : Epoch 1799 | loss: 0.0311794 | val_loss: 0.0311872 | Time: 3909.61 ms [2022-04-02 03:36:07 main:574] : INFO : Epoch 1800 | loss: 0.0311806 | val_loss: 0.0311871 | Time: 3895 ms [2022-04-02 03:36:11 main:574] : INFO : Epoch 1801 | loss: 0.0311816 | val_loss: 0.0311865 | Time: 3908.08 ms [2022-04-02 03:36:15 main:574] : INFO : Epoch 1802 | loss: 0.0311794 | val_loss: 0.0311889 | Time: 3867.14 ms [2022-04-02 03:36:19 main:574] : INFO : Epoch 1803 | loss: 0.0311806 | val_loss: 0.0311854 | Time: 3948.58 ms [2022-04-02 03:36:23 main:574] : INFO : Epoch 1804 | loss: 0.0311788 | val_loss: 0.0311861 | Time: 3817.96 ms [2022-04-02 03:36:27 main:574] : INFO : Epoch 1805 | loss: 0.0311784 | val_loss: 0.0311834 | Time: 3985.04 ms [2022-04-02 03:36:31 main:574] : INFO : Epoch 1806 | loss: 0.0311799 | val_loss: 0.0311869 | Time: 4024.78 ms [2022-04-02 03:36:35 main:574] : INFO : Epoch 1807 | loss: 0.0311801 | val_loss: 0.0311895 | Time: 3878.16 ms [2022-04-02 03:36:39 main:574] : INFO : Epoch 1808 | loss: 0.0311799 | val_loss: 0.0311864 | Time: 3865.24 ms [2022-04-02 03:36:43 main:574] : INFO : Epoch 1809 | loss: 0.0311804 | val_loss: 0.0311873 | Time: 3885.73 ms [2022-04-02 03:36:46 main:574] : INFO : Epoch 1810 | loss: 0.0311792 | val_loss: 0.0311855 | Time: 3901.18 ms [2022-04-02 03:36:50 main:574] : INFO : Epoch 1811 | loss: 0.0311791 | val_loss: 0.0311847 | Time: 3932.53 ms [2022-04-02 03:36:54 main:574] : INFO : Epoch 1812 | loss: 0.0311787 | val_loss: 0.031185 | Time: 3955.01 ms [2022-04-02 03:36:58 main:574] : INFO : Epoch 1813 | loss: 0.0311802 | val_loss: 0.0311929 | Time: 3904.32 ms [2022-04-02 03:37:02 main:574] : INFO : Epoch 1814 | loss: 0.0311787 | val_loss: 0.0311845 | Time: 3919.6 ms [2022-04-02 03:37:06 main:574] : INFO : Epoch 1815 | loss: 0.0311777 | val_loss: 0.0311877 | Time: 3877.4 ms [2022-04-02 03:37:10 main:574] : INFO : Epoch 1816 | loss: 0.0311789 | val_loss: 0.0311841 | Time: 3947.72 ms [2022-04-02 03:37:14 main:574] : INFO : Epoch 1817 | loss: 0.0311771 | val_loss: 0.0311905 | Time: 3929.71 ms [2022-04-02 03:37:18 main:574] : INFO : Epoch 1818 | loss: 0.0311769 | val_loss: 0.0311842 | Time: 3955.24 ms [2022-04-02 03:37:22 main:574] : INFO : Epoch 1819 | loss: 0.0311771 | val_loss: 0.0311864 | Time: 3910.29 ms [2022-04-02 03:37:26 main:574] : INFO : Epoch 1820 | loss: 0.0311789 | val_loss: 0.0311844 | Time: 3897.87 ms [2022-04-02 03:37:30 main:574] : INFO : Epoch 1821 | loss: 0.0311791 | val_loss: 0.0311865 | Time: 3946.25 ms [2022-04-02 03:37:34 main:574] : INFO : Epoch 1822 | loss: 0.0311807 | val_loss: 0.0311852 | Time: 3881.26 ms [2022-04-02 03:37:38 main:574] : INFO : Epoch 1823 | loss: 0.0311784 | val_loss: 0.0311837 | Time: 3945.49 ms [2022-04-02 03:37:42 main:574] : INFO : Epoch 1824 | loss: 0.0311769 | val_loss: 0.0311837 | Time: 3981.06 ms [2022-04-02 03:37:46 main:574] : INFO : Epoch 1825 | loss: 0.0311773 | val_loss: 0.0311846 | Time: 3890.35 ms [2022-04-02 03:37:50 main:574] : INFO : Epoch 1826 | loss: 0.0311782 | val_loss: 0.0311837 | Time: 3981.37 ms [2022-04-02 03:37:54 main:574] : INFO : Epoch 1827 | loss: 0.0311778 | val_loss: 0.0311851 | Time: 3895.66 ms [2022-04-02 03:37:58 main:574] : INFO : Epoch 1828 | loss: 0.031177 | val_loss: 0.031187 | Time: 3853.76 ms [2022-04-02 03:38:02 main:574] : INFO : Epoch 1829 | loss: 0.0311772 | val_loss: 0.0311834 | Time: 3938.72 ms [2022-04-02 03:38:06 main:574] : INFO : Epoch 1830 | loss: 0.0311772 | val_loss: 0.031184 | Time: 3948.81 ms [2022-04-02 03:38:10 main:574] : INFO : Epoch 1831 | loss: 0.0311779 | val_loss: 0.0311834 | Time: 3958.09 ms [2022-04-02 03:38:14 main:574] : INFO : Epoch 1832 | loss: 0.0311771 | val_loss: 0.0311843 | Time: 3898.15 ms [2022-04-02 03:38:18 main:574] : INFO : Epoch 1833 | loss: 0.0311763 | val_loss: 0.031186 | Time: 3900.44 ms [2022-04-02 03:38:22 main:574] : INFO : Epoch 1834 | loss: 0.0311779 | val_loss: 0.0311854 | Time: 3975.75 ms [2022-04-02 03:38:26 main:574] : INFO : Epoch 1835 | loss: 0.031176 | val_loss: 0.0311872 | Time: 3910.35 ms [2022-04-02 03:38:30 main:574] : INFO : Epoch 1836 | loss: 0.0311765 | val_loss: 0.0311836 | Time: 3764.62 ms [2022-04-02 03:38:34 main:574] : INFO : Epoch 1837 | loss: 0.0311776 | val_loss: 0.031186 | Time: 3898.86 ms [2022-04-02 03:38:38 main:574] : INFO : Epoch 1838 | loss: 0.0311767 | val_loss: 0.0311872 | Time: 3894.17 ms [2022-04-02 03:38:42 main:574] : INFO : Epoch 1839 | loss: 0.0311774 | val_loss: 0.0311865 | Time: 3864.68 ms [2022-04-02 03:38:46 main:574] : INFO : Epoch 1840 | loss: 0.0311769 | val_loss: 0.0311857 | Time: 3903.32 ms [2022-04-02 03:38:50 main:574] : INFO : Epoch 1841 | loss: 0.0311765 | val_loss: 0.0311872 | Time: 3997.79 ms [2022-04-02 03:38:54 main:574] : INFO : Epoch 1842 | loss: 0.0311766 | val_loss: 0.0311858 | Time: 3963.39 ms [2022-04-02 03:38:58 main:574] : INFO : Epoch 1843 | loss: 0.0311783 | val_loss: 0.0311843 | Time: 3930 ms [2022-04-02 03:39:01 main:574] : INFO : Epoch 1844 | loss: 0.0311777 | val_loss: 0.0311857 | Time: 3899.64 ms [2022-04-02 03:39:05 main:574] : INFO : Epoch 1845 | loss: 0.0311806 | val_loss: 0.0311854 | Time: 3906.88 ms [2022-04-02 03:39:09 main:574] : INFO : Epoch 1846 | loss: 0.0311802 | val_loss: 0.0311839 | Time: 3933.36 ms [2022-04-02 03:39:13 main:574] : INFO : Epoch 1847 | loss: 0.0311789 | val_loss: 0.0311839 | Time: 3837.84 ms [2022-04-02 03:39:17 main:574] : INFO : Epoch 1848 | loss: 0.0311811 | val_loss: 0.0311869 | Time: 3875.05 ms [2022-04-02 03:39:21 main:574] : INFO : Epoch 1849 | loss: 0.0311802 | val_loss: 0.0311875 | Time: 3830.17 ms [2022-04-02 03:39:25 main:574] : INFO : Epoch 1850 | loss: 0.0311794 | val_loss: 0.0311919 | Time: 3900.28 ms [2022-04-02 03:39:29 main:574] : INFO : Epoch 1851 | loss: 0.0311804 | val_loss: 0.031186 | Time: 3937.1 ms [2022-04-02 03:39:33 main:574] : INFO : Epoch 1852 | loss: 0.0311782 | val_loss: 0.0311874 | Time: 3979.02 ms [2022-04-02 03:39:37 main:574] : INFO : Epoch 1853 | loss: 0.0311773 | val_loss: 0.0311865 | Time: 3938.08 ms [2022-04-02 03:39:41 main:574] : INFO : Epoch 1854 | loss: 0.0311762 | val_loss: 0.031185 | Time: 3916.49 ms [2022-04-02 03:39:45 main:574] : INFO : Epoch 1855 | loss: 0.0311763 | val_loss: 0.0311856 | Time: 3880.83 ms [2022-04-02 03:39:49 main:574] : INFO : Epoch 1856 | loss: 0.0311782 | val_loss: 0.0311858 | Time: 3894.86 ms [2022-04-02 03:39:53 main:574] : INFO : Epoch 1857 | loss: 0.0311799 | val_loss: 0.0311856 | Time: 3918.62 ms [2022-04-02 03:39:57 main:574] : INFO : Epoch 1858 | loss: 0.0311785 | val_loss: 0.0311905 | Time: 3881.21 ms [2022-04-02 03:40:01 main:574] : INFO : Epoch 1859 | loss: 0.031177 | val_loss: 0.0311852 | Time: 3909.43 ms [2022-04-02 03:40:05 main:574] : INFO : Epoch 1860 | loss: 0.0311763 | val_loss: 0.0311881 | Time: 3868.18 ms [2022-04-02 03:40:09 main:574] : INFO : Epoch 1861 | loss: 0.0311768 | val_loss: 0.0311874 | Time: 4013.57 ms [2022-04-02 03:40:13 main:574] : INFO : Epoch 1862 | loss: 0.0311789 | val_loss: 0.0311884 | Time: 3921.66 ms [2022-04-02 03:40:17 main:574] : INFO : Epoch 1863 | loss: 0.0311766 | val_loss: 0.0311852 | Time: 4016.03 ms [2022-04-02 03:40:21 main:574] : INFO : Epoch 1864 | loss: 0.0311755 | val_loss: 0.0311858 | Time: 4038.97 ms [2022-04-02 03:40:25 main:574] : INFO : Epoch 1865 | loss: 0.0311764 | val_loss: 0.0311881 | Time: 3888.16 ms [2022-04-02 03:40:29 main:574] : INFO : Epoch 1866 | loss: 0.0311783 | val_loss: 0.0311865 | Time: 3913.32 ms [2022-04-02 03:40:33 main:574] : INFO : Epoch 1867 | loss: 0.031176 | val_loss: 0.031186 | Time: 3949.6 ms [2022-04-02 03:40:37 main:574] : INFO : Epoch 1868 | loss: 0.0311782 | val_loss: 0.0311844 | Time: 3954 ms [2022-04-02 03:40:41 main:574] : INFO : Epoch 1869 | loss: 0.0311791 | val_loss: 0.0311927 | Time: 3799.45 ms [2022-04-02 03:40:45 main:574] : INFO : Epoch 1870 | loss: 0.0311822 | val_loss: 0.0311929 | Time: 3930.3 ms [2022-04-02 03:40:49 main:574] : INFO : Epoch 1871 | loss: 0.0311801 | val_loss: 0.0311878 | Time: 3857.01 ms [2022-04-02 03:40:53 main:574] : INFO : Epoch 1872 | loss: 0.0311794 | val_loss: 0.0311893 | Time: 3892.81 ms [2022-04-02 03:40:56 main:574] : INFO : Epoch 1873 | loss: 0.0311798 | val_loss: 0.0311881 | Time: 3892.39 ms [2022-04-02 03:41:01 main:574] : INFO : Epoch 1874 | loss: 0.0311772 | val_loss: 0.0311848 | Time: 4043.35 ms [2022-04-02 03:41:05 main:574] : INFO : Epoch 1875 | loss: 0.0311766 | val_loss: 0.0311843 | Time: 3949.01 ms [2022-04-02 03:41:08 main:574] : INFO : Epoch 1876 | loss: 0.0311777 | val_loss: 0.0311864 | Time: 3858.38 ms [2022-04-02 03:41:12 main:574] : INFO : Epoch 1877 | loss: 0.0311769 | val_loss: 0.0311841 | Time: 3938.03 ms [2022-04-02 03:41:16 main:574] : INFO : Epoch 1878 | loss: 0.0311787 | val_loss: 0.0311835 | Time: 3881.19 ms [2022-04-02 03:41:21 main:574] : INFO : Epoch 1879 | loss: 0.0311831 | val_loss: 0.0311915 | Time: 4167.48 ms [2022-04-02 03:41:25 main:574] : INFO : Epoch 1880 | loss: 0.0311767 | val_loss: 0.0311843 | Time: 3915.07 ms [2022-04-02 03:41:29 main:574] : INFO : Epoch 1881 | loss: 0.0311744 | val_loss: 0.0311858 | Time: 3901.93 ms [2022-04-02 03:41:32 main:574] : INFO : Epoch 1882 | loss: 0.031177 | val_loss: 0.0311873 | Time: 3838.35 ms [2022-04-02 03:41:36 main:574] : INFO : Epoch 1883 | loss: 0.0311824 | val_loss: 0.0311938 | Time: 3991.25 ms [2022-04-02 03:41:40 main:574] : INFO : Epoch 1884 | loss: 0.0311924 | val_loss: 0.0311917 | Time: 3876.26 ms [2022-04-02 03:41:44 main:574] : INFO : Epoch 1885 | loss: 0.031189 | val_loss: 0.0311888 | Time: 3906.27 ms [2022-04-02 03:41:48 main:574] : INFO : Epoch 1886 | loss: 0.0311873 | val_loss: 0.0311896 | Time: 3940.51 ms [2022-04-02 03:41:52 main:574] : INFO : Epoch 1887 | loss: 0.0311868 | val_loss: 0.0311897 | Time: 3886.61 ms [2022-04-02 03:41:56 main:574] : INFO : Epoch 1888 | loss: 0.0311853 | val_loss: 0.0311895 | Time: 3967.4 ms [2022-04-02 03:42:00 main:574] : INFO : Epoch 1889 | loss: 0.0311843 | val_loss: 0.0311926 | Time: 4029.29 ms [2022-04-02 03:42:04 main:574] : INFO : Epoch 1890 | loss: 0.0311833 | val_loss: 0.0311957 | Time: 3862.59 ms [2022-04-02 03:42:08 main:574] : INFO : Epoch 1891 | loss: 0.0311865 | val_loss: 0.0311903 | Time: 3928.4 ms [2022-04-02 03:42:12 main:574] : INFO : Epoch 1892 | loss: 0.0311869 | val_loss: 0.0311927 | Time: 3905.73 ms [2022-04-02 03:42:16 main:574] : INFO : Epoch 1893 | loss: 0.0311863 | val_loss: 0.0311906 | Time: 3896.63 ms [2022-04-02 03:42:20 main:574] : INFO : Epoch 1894 | loss: 0.031186 | val_loss: 0.0311911 | Time: 4208.38 ms [2022-04-02 03:42:24 main:574] : INFO : Epoch 1895 | loss: 0.0311829 | val_loss: 0.0311886 | Time: 3928.12 ms [2022-04-02 03:42:28 main:574] : INFO : Epoch 1896 | loss: 0.0311833 | val_loss: 0.0311923 | Time: 3920.5 ms [2022-04-02 03:42:32 main:574] : INFO : Epoch 1897 | loss: 0.031182 | val_loss: 0.031189 | Time: 3924.72 ms [2022-04-02 03:42:37 main:574] : INFO : Epoch 1898 | loss: 0.0311812 | val_loss: 0.0311893 | Time: 4247.25 ms [2022-04-02 03:42:41 main:574] : INFO : Epoch 1899 | loss: 0.0311817 | val_loss: 0.0311922 | Time: 3867.37 ms [2022-04-02 03:42:45 main:574] : INFO : Epoch 1900 | loss: 0.0311821 | val_loss: 0.0311908 | Time: 3873.28 ms [2022-04-02 03:42:48 main:574] : INFO : Epoch 1901 | loss: 0.0311797 | val_loss: 0.0311878 | Time: 3888.36 ms [2022-04-02 03:42:52 main:574] : INFO : Epoch 1902 | loss: 0.0311799 | val_loss: 0.0311912 | Time: 3919.47 ms [2022-04-02 03:42:56 main:574] : INFO : Epoch 1903 | loss: 0.0311811 | val_loss: 0.0311903 | Time: 3775.06 ms [2022-04-02 03:43:00 main:574] : INFO : Epoch 1904 | loss: 0.0311828 | val_loss: 0.0311879 | Time: 3823.91 ms [2022-04-02 03:43:04 main:574] : INFO : Epoch 1905 | loss: 0.0311848 | val_loss: 0.0311933 | Time: 3902.37 ms [2022-04-02 03:43:08 main:574] : INFO : Epoch 1906 | loss: 0.0311811 | val_loss: 0.0311926 | Time: 3907.39 ms [2022-04-02 03:43:12 main:574] : INFO : Epoch 1907 | loss: 0.0311802 | val_loss: 0.0311888 | Time: 3893.69 ms [2022-04-02 03:43:16 main:574] : INFO : Epoch 1908 | loss: 0.0311809 | val_loss: 0.0311892 | Time: 3903.9 ms [2022-04-02 03:43:30 main:574] : INFO : Epoch 1909 | loss: 0.0311796 | val_loss: 0.0311883 | Time: 13945.8 ms [2022-04-02 03:43:34 main:574] : INFO : Epoch 1910 | loss: 0.0311809 | val_loss: 0.031188 | Time: 3827.99 ms [2022-04-02 03:43:38 main:574] : INFO : Epoch 1911 | loss: 0.0311787 | val_loss: 0.0311871 | Time: 3920.35 ms [2022-04-02 03:43:42 main:574] : INFO : Epoch 1912 | loss: 0.0311875 | val_loss: 0.0311901 | Time: 3906.11 ms [2022-04-02 03:43:46 main:574] : INFO : Epoch 1913 | loss: 0.0311895 | val_loss: 0.0311929 | Time: 3896.24 ms [2022-04-02 03:43:50 main:574] : INFO : Epoch 1914 | loss: 0.0311887 | val_loss: 0.0311896 | Time: 3984.43 ms [2022-04-02 03:43:54 main:574] : INFO : Epoch 1915 | loss: 0.0311855 | val_loss: 0.0311865 | Time: 3944.96 ms [2022-04-02 03:43:58 main:574] : INFO : Epoch 1916 | loss: 0.0311852 | val_loss: 0.0311866 | Time: 3861.8 ms [2022-04-02 03:44:02 main:574] : INFO : Epoch 1917 | loss: 0.0311882 | val_loss: 0.031189 | Time: 4006.32 ms [2022-04-02 03:44:06 main:574] : INFO : Epoch 1918 | loss: 0.0311861 | val_loss: 0.0311874 | Time: 3886.51 ms [2022-04-02 03:44:10 main:574] : INFO : Epoch 1919 | loss: 0.031183 | val_loss: 0.0311893 | Time: 3956.42 ms [2022-04-02 03:44:14 main:574] : INFO : Epoch 1920 | loss: 0.0311824 | val_loss: 0.0311861 | Time: 3906.78 ms [2022-04-02 03:44:17 main:574] : INFO : Epoch 1921 | loss: 0.0311826 | val_loss: 0.0311951 | Time: 3914.65 ms [2022-04-02 03:44:22 main:574] : INFO : Epoch 1922 | loss: 0.0311855 | val_loss: 0.0311904 | Time: 3979.39 ms [2022-04-02 03:44:25 main:574] : INFO : Epoch 1923 | loss: 0.0311847 | val_loss: 0.0311884 | Time: 3896.8 ms [2022-04-02 03:44:29 main:574] : INFO : Epoch 1924 | loss: 0.031183 | val_loss: 0.031186 | Time: 3810.93 ms [2022-04-02 03:44:33 main:574] : INFO : Epoch 1925 | loss: 0.0311834 | val_loss: 0.0311927 | Time: 3964.17 ms [2022-04-02 03:44:37 main:574] : INFO : Epoch 1926 | loss: 0.0311826 | val_loss: 0.0311873 | Time: 3863.04 ms [2022-04-02 03:44:41 main:574] : INFO : Epoch 1927 | loss: 0.0311823 | val_loss: 0.0311876 | Time: 3915.44 ms [2022-04-02 03:44:45 main:574] : INFO : Epoch 1928 | loss: 0.0311817 | val_loss: 0.0311875 | Time: 3888.63 ms [2022-04-02 03:44:49 main:574] : INFO : Epoch 1929 | loss: 0.0311812 | val_loss: 0.0311873 | Time: 3955.66 ms [2022-04-02 03:44:53 main:574] : INFO : Epoch 1930 | loss: 0.0311803 | val_loss: 0.0311853 | Time: 3883.24 ms [2022-04-02 03:44:57 main:574] : INFO : Epoch 1931 | loss: 0.0311798 | val_loss: 0.0311856 | Time: 3823.13 ms [2022-04-02 03:45:01 main:574] : INFO : Epoch 1932 | loss: 0.0311808 | val_loss: 0.0311868 | Time: 3849.03 ms [2022-04-02 03:45:05 main:574] : INFO : Epoch 1933 | loss: 0.03118 | val_loss: 0.0311893 | Time: 3910.42 ms [2022-04-02 03:45:09 main:574] : INFO : Epoch 1934 | loss: 0.0311791 | val_loss: 0.0311858 | Time: 3888.48 ms [2022-04-02 03:45:13 main:574] : INFO : Epoch 1935 | loss: 0.0311782 | val_loss: 0.0311869 | Time: 3826.58 ms [2022-04-02 03:45:17 main:574] : INFO : Epoch 1936 | loss: 0.0311785 | val_loss: 0.0311857 | Time: 3901.77 ms [2022-04-02 03:45:21 main:574] : INFO : Epoch 1937 | loss: 0.0311782 | val_loss: 0.031188 | Time: 3890.95 ms [2022-04-02 03:45:25 main:574] : INFO : Epoch 1938 | loss: 0.0311782 | val_loss: 0.0311866 | Time: 3922.35 ms [2022-04-02 03:45:28 main:574] : INFO : Epoch 1939 | loss: 0.0311795 | val_loss: 0.0311862 | Time: 3885.31 ms [2022-04-02 03:45:32 main:574] : INFO : Epoch 1940 | loss: 0.0311786 | val_loss: 0.0311916 | Time: 3885.47 ms [2022-04-02 03:45:36 main:574] : INFO : Epoch 1941 | loss: 0.031183 | val_loss: 0.031191 | Time: 3897.22 ms [2022-04-02 03:45:40 main:574] : INFO : Epoch 1942 | loss: 0.0311804 | val_loss: 0.031188 | Time: 3902.06 ms [2022-04-02 03:45:44 main:574] : INFO : Epoch 1943 | loss: 0.0311802 | val_loss: 0.0311849 | Time: 3865.58 ms [2022-04-02 03:45:48 main:574] : INFO : Epoch 1944 | loss: 0.0311822 | val_loss: 0.0311869 | Time: 3973.79 ms [2022-04-02 03:45:52 main:574] : INFO : Epoch 1945 | loss: 0.0311843 | val_loss: 0.0311861 | Time: 3939.13 ms [2022-04-02 03:45:56 main:574] : INFO : Epoch 1946 | loss: 0.0311818 | val_loss: 0.0311856 | Time: 3904.95 ms [2022-04-02 03:46:00 main:574] : INFO : Epoch 1947 | loss: 0.0311797 | val_loss: 0.0311882 | Time: 4094.94 ms [2022-04-02 03:46:04 main:574] : INFO : Epoch 1948 | loss: 0.03118 | val_loss: 0.0311851 | Time: 3884.5 ms [2022-04-02 03:46:08 main:574] : INFO : Epoch 1949 | loss: 0.0311797 | val_loss: 0.0311857 | Time: 4010.69 ms [2022-04-02 03:46:12 main:574] : INFO : Epoch 1950 | loss: 0.031178 | val_loss: 0.0311859 | Time: 3924 ms [2022-04-02 03:46:16 main:574] : INFO : Epoch 1951 | loss: 0.0311795 | val_loss: 0.0311904 | Time: 3914.61 ms [2022-04-02 03:46:20 main:574] : INFO : Epoch 1952 | loss: 0.0311799 | val_loss: 0.0311857 | Time: 3890.7 ms [2022-04-02 03:46:24 main:574] : INFO : Epoch 1953 | loss: 0.0311787 | val_loss: 0.0311879 | Time: 3842.14 ms [2022-04-02 03:46:28 main:574] : INFO : Epoch 1954 | loss: 0.0311774 | val_loss: 0.0311868 | Time: 3990.06 ms [2022-04-02 03:46:32 main:574] : INFO : Epoch 1955 | loss: 0.0311775 | val_loss: 0.0311866 | Time: 3922 ms [2022-04-02 03:46:36 main:574] : INFO : Epoch 1956 | loss: 0.0311793 | val_loss: 0.0311997 | Time: 3911.84 ms [2022-04-02 03:46:40 main:574] : INFO : Epoch 1957 | loss: 0.0311827 | val_loss: 0.0311866 | Time: 3851.77 ms [2022-04-02 03:46:44 main:574] : INFO : Epoch 1958 | loss: 0.0311801 | val_loss: 0.0311875 | Time: 3890 ms [2022-04-02 03:46:48 main:574] : INFO : Epoch 1959 | loss: 0.0311807 | val_loss: 0.0311881 | Time: 3914.71 ms [2022-04-02 03:46:52 main:574] : INFO : Epoch 1960 | loss: 0.0311786 | val_loss: 0.0312016 | Time: 3835.57 ms [2022-04-02 03:46:56 main:574] : INFO : Epoch 1961 | loss: 0.0311815 | val_loss: 0.0311881 | Time: 3916.07 ms [2022-04-02 03:47:00 main:574] : INFO : Epoch 1962 | loss: 0.0311793 | val_loss: 0.0311883 | Time: 3898.92 ms [2022-04-02 03:47:04 main:574] : INFO : Epoch 1963 | loss: 0.0311788 | val_loss: 0.031187 | Time: 3924.64 ms [2022-04-02 03:47:08 main:574] : INFO : Epoch 1964 | loss: 0.0311764 | val_loss: 0.0311862 | Time: 3806.71 ms [2022-04-02 03:47:11 main:574] : INFO : Epoch 1965 | loss: 0.0311755 | val_loss: 0.031187 | Time: 3790.26 ms [2022-04-02 03:47:15 main:574] : INFO : Epoch 1966 | loss: 0.031175 | val_loss: 0.0311867 | Time: 3933.83 ms [2022-04-02 03:47:19 main:574] : INFO : Epoch 1967 | loss: 0.0311835 | val_loss: 0.0312049 | Time: 3947.04 ms [2022-04-02 03:47:23 main:574] : INFO : Epoch 1968 | loss: 0.0312229 | val_loss: 0.0312496 | Time: 3861.84 ms [2022-04-02 03:47:27 main:574] : INFO : Epoch 1969 | loss: 0.032079 | val_loss: 0.0325044 | Time: 3887.03 ms [2022-04-02 03:47:31 main:574] : INFO : Epoch 1970 | loss: 0.0377325 | val_loss: 0.0385661 | Time: 3921.55 ms [2022-04-02 03:47:35 main:574] : INFO : Epoch 1971 | loss: 0.0345661 | val_loss: 0.0322961 | Time: 3865.36 ms [2022-04-02 03:47:39 main:574] : INFO : Epoch 1972 | loss: 0.0316761 | val_loss: 0.0313748 | Time: 3891.34 ms [2022-04-02 03:47:43 main:574] : INFO : Epoch 1973 | loss: 0.0313108 | val_loss: 0.0312752 | Time: 3906.47 ms [2022-04-02 03:47:47 main:574] : INFO : Epoch 1974 | loss: 0.031264 | val_loss: 0.0312586 | Time: 3992.39 ms [2022-04-02 03:47:51 main:574] : INFO : Epoch 1975 | loss: 0.0312538 | val_loss: 0.0312531 | Time: 4006.42 ms [2022-04-02 03:47:55 main:574] : INFO : Epoch 1976 | loss: 0.031252 | val_loss: 0.0312518 | Time: 3878.91 ms [2022-04-02 03:47:59 main:574] : INFO : Epoch 1977 | loss: 0.0312515 | val_loss: 0.0312517 | Time: 3905.51 ms [2022-04-02 03:48:03 main:574] : INFO : Epoch 1978 | loss: 0.0312513 | val_loss: 0.0312516 | Time: 3850.23 ms [2022-04-02 03:48:07 main:574] : INFO : Epoch 1979 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 3893.65 ms [2022-04-02 03:48:11 main:574] : INFO : Epoch 1980 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 3990.78 ms [2022-04-02 03:48:15 main:574] : INFO : Epoch 1981 | loss: 0.0312517 | val_loss: 0.0312513 | Time: 3903.71 ms [2022-04-02 03:48:19 main:574] : INFO : Epoch 1982 | loss: 0.031251 | val_loss: 0.0312514 | Time: 3886.36 ms [2022-04-02 03:48:23 main:574] : INFO : Epoch 1983 | loss: 0.0312512 | val_loss: 0.0312515 | Time: 3863.8 ms [2022-04-02 03:48:27 main:574] : INFO : Epoch 1984 | loss: 0.0312512 | val_loss: 0.0312517 | Time: 3915.17 ms [2022-04-02 03:48:31 main:574] : INFO : Epoch 1985 | loss: 0.0312511 | val_loss: 0.0312521 | Time: 3947.58 ms [2022-04-02 03:48:35 main:574] : INFO : Epoch 1986 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 3892.61 ms [2022-04-02 03:48:39 main:574] : INFO : Epoch 1987 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 3999.88 ms [2022-04-02 03:48:43 main:574] : INFO : Epoch 1988 | loss: 0.0312509 | val_loss: 0.0312515 | Time: 3826.4 ms [2022-04-02 03:48:46 main:574] : INFO : Epoch 1989 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 3822.81 ms [2022-04-02 03:48:50 main:574] : INFO : Epoch 1990 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 3894.76 ms [2022-04-02 03:48:54 main:574] : INFO : Epoch 1991 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 3904.67 ms [2022-04-02 03:48:58 main:574] : INFO : Epoch 1992 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 3869.88 ms [2022-04-02 03:49:02 main:574] : INFO : Epoch 1993 | loss: 0.0312507 | val_loss: 0.0312517 | Time: 4024.66 ms [2022-04-02 03:49:06 main:574] : INFO : Epoch 1994 | loss: 0.0312508 | val_loss: 0.0312516 | Time: 3846.69 ms [2022-04-02 03:49:10 main:574] : INFO : Epoch 1995 | loss: 0.0312512 | val_loss: 0.0312514 | Time: 3809.57 ms [2022-04-02 03:49:14 main:574] : INFO : Epoch 1996 | loss: 0.0312509 | val_loss: 0.0312518 | Time: 3850.35 ms [2022-04-02 03:49:18 main:574] : INFO : Epoch 1997 | loss: 0.0312504 | val_loss: 0.031251 | Time: 3941.06 ms [2022-04-02 03:49:22 main:574] : INFO : Epoch 1998 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 3895.43 ms [2022-04-02 03:49:26 main:574] : INFO : Epoch 1999 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 3944.85 ms [2022-04-02 03:49:30 main:574] : INFO : Epoch 2000 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 3937.78 ms [2022-04-02 03:49:34 main:574] : INFO : Epoch 2001 | loss: 0.0312512 | val_loss: 0.0312506 | Time: 3898.17 ms [2022-04-02 03:49:38 main:574] : INFO : Epoch 2002 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 3877.03 ms [2022-04-02 03:49:42 main:574] : INFO : Epoch 2003 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 3866.97 ms [2022-04-02 03:49:46 main:574] : INFO : Epoch 2004 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 3885.97 ms [2022-04-02 03:49:50 main:574] : INFO : Epoch 2005 | loss: 0.0312503 | val_loss: 0.031251 | Time: 3792.46 ms [2022-04-02 03:49:53 main:574] : INFO : Epoch 2006 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 3769.29 ms [2022-04-02 03:49:57 main:574] : INFO : Epoch 2007 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 3949.65 ms [2022-04-02 03:50:01 main:574] : INFO : Epoch 2008 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 3995.19 ms [2022-04-02 03:50:05 main:574] : INFO : Epoch 2009 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 3825.43 ms [2022-04-02 03:50:09 main:574] : INFO : Epoch 2010 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 4055.75 ms [2022-04-02 03:50:13 main:574] : INFO : Epoch 2011 | loss: 0.031251 | val_loss: 0.0312504 | Time: 3862.69 ms [2022-04-02 03:50:17 main:574] : INFO : Epoch 2012 | loss: 0.0312507 | val_loss: 0.0312528 | Time: 3857.52 ms [2022-04-02 03:50:21 main:574] : INFO : Epoch 2013 | loss: 0.0312531 | val_loss: 0.0312569 | Time: 3884.04 ms [2022-04-02 03:50:25 main:574] : INFO : Epoch 2014 | loss: 0.0312523 | val_loss: 0.0312517 | Time: 3781.48 ms [2022-04-02 03:50:29 main:574] : INFO : Epoch 2015 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 3881.85 ms [2022-04-02 03:50:33 main:574] : INFO : Epoch 2016 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 3853.78 ms [2022-04-02 03:50:37 main:574] : INFO : Epoch 2017 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 3802.76 ms [2022-04-02 03:50:41 main:574] : INFO : Epoch 2018 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 4012.41 ms [2022-04-02 03:50:45 main:574] : INFO : Epoch 2019 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 3901.58 ms [2022-04-02 03:50:49 main:574] : INFO : Epoch 2020 | loss: 0.03125 | val_loss: 0.0312502 | Time: 3899.63 ms [2022-04-02 03:50:53 main:574] : INFO : Epoch 2021 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 3955.62 ms [2022-04-02 03:50:57 main:574] : INFO : Epoch 2022 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 4011.77 ms [2022-04-02 03:51:01 main:574] : INFO : Epoch 2023 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 3886.6 ms [2022-04-02 03:51:05 main:574] : INFO : Epoch 2024 | loss: 0.0312517 | val_loss: 0.0312521 | Time: 3792.72 ms [2022-04-02 03:51:08 main:574] : INFO : Epoch 2025 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 3912.35 ms [2022-04-02 03:51:12 main:574] : INFO : Epoch 2026 | loss: 0.0312504 | val_loss: 0.031251 | Time: 3907.49 ms [2022-04-02 03:51:16 main:574] : INFO : Epoch 2027 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 3923.2 ms [2022-04-02 03:51:20 main:574] : INFO : Epoch 2028 | loss: 0.0312512 | val_loss: 0.0312504 | Time: 3904.67 ms [2022-04-02 03:51:24 main:574] : INFO : Epoch 2029 | loss: 0.031251 | val_loss: 0.0312512 | Time: 3888.17 ms [2022-04-02 03:51:28 main:574] : INFO : Epoch 2030 | loss: 0.0312508 | val_loss: 0.0312529 | Time: 3804.42 ms [2022-04-02 03:51:32 main:574] : INFO : Epoch 2031 | loss: 0.0312511 | val_loss: 0.0312518 | Time: 3751.56 ms [2022-04-02 03:51:36 main:574] : INFO : Epoch 2032 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 4005.21 ms [2022-04-02 03:51:40 main:574] : INFO : Epoch 2033 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 3846.58 ms [2022-04-02 03:51:44 main:574] : INFO : Epoch 2034 | loss: 0.031251 | val_loss: 0.0312504 | Time: 3818.86 ms [2022-04-02 03:51:48 main:574] : INFO : Epoch 2035 | loss: 0.0312511 | val_loss: 0.031252 | Time: 4026.14 ms [2022-04-02 03:51:52 main:574] : INFO : Epoch 2036 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 3825.93 ms [2022-04-02 03:51:56 main:574] : INFO : Epoch 2037 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 3879.63 ms [2022-04-02 03:52:00 main:574] : INFO : Epoch 2038 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 3912.37 ms [2022-04-02 03:52:04 main:574] : INFO : Epoch 2039 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 3859.07 ms [2022-04-02 03:52:08 main:574] : INFO : Epoch 2040 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 3895.69 ms [2022-04-02 03:52:12 main:574] : INFO : Epoch 2041 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 3832.66 ms [2022-04-02 03:52:16 main:574] : INFO : Epoch 2042 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 3961.92 ms [2022-04-02 03:52:19 main:574] : INFO : Epoch 2043 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 3749.35 ms [2022-04-02 03:52:23 main:574] : INFO : Epoch 2044 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 3956.53 ms [2022-04-02 03:52:27 main:574] : INFO : Epoch 2045 | loss: 0.0312507 | val_loss: 0.031251 | Time: 3847.53 ms [2022-04-02 03:52:31 main:574] : INFO : Epoch 2046 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 4035.31 ms [2022-04-02 03:52:35 main:574] : INFO : Epoch 2047 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 3832.13 ms [2022-04-02 03:52:39 main:574] : INFO : Epoch 2048 | loss: 0.031251 | val_loss: 0.031251 | Time: 3838.18 ms [2022-04-02 03:52:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031251 [2022-04-02 03:52:39 main:603] : INFO : Saving end state to config to file [2022-04-02 03:52:39 main:608] : INFO : Success, exiting.. 03:52:39 (4856): 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)