Task 3749704
| Name | ParityModified-1611092106-22001-2_0 |
| Workunit | 1927346 |
| Created | 21 Jan 2021, 12:50:06 UTC |
| Sent | 21 Jan 2021, 13:38:13 UTC |
| Report deadline | 28 Jan 2021, 13:38:13 UTC |
| Received | 21 Jan 2021, 16:58:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2877 |
| Run time | 2 hours 10 min 41 sec |
| CPU time | 1 hours 55 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,343.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 21 07:25:26 main:574] : INFO : Epoch 1542 | loss: 0.0311843 | val_loss: 0.0311832 | Time: 3603.82 ms [2021-01-21 07:25:30 main:574] : INFO : Epoch 1543 | loss: 0.0311857 | val_loss: 0.0311823 | Time: 3486.92 ms [2021-01-21 07:25:34 main:574] : INFO : Epoch 1544 | loss: 0.031186 | val_loss: 0.0311891 | Time: 3421.3 ms [2021-01-21 07:25:37 main:574] : INFO : Epoch 1545 | loss: 0.0311857 | val_loss: 0.0311843 | Time: 3398.8 ms [2021-01-21 07:25:41 main:574] : INFO : Epoch 1546 | loss: 0.031186 | val_loss: 0.0311942 | Time: 3448.5 ms [2021-01-21 07:25:44 main:574] : INFO : Epoch 1547 | loss: 0.0311843 | val_loss: 0.0311823 | Time: 3396.05 ms [2021-01-21 07:25:48 main:574] : INFO : Epoch 1548 | loss: 0.0311805 | val_loss: 0.0311931 | Time: 3390.09 ms [2021-01-21 07:25:51 main:574] : INFO : Epoch 1549 | loss: 0.0311848 | val_loss: 0.0311951 | Time: 3413.07 ms [2021-01-21 07:25:55 main:574] : INFO : Epoch 1550 | loss: 0.0311853 | val_loss: 0.0311873 | Time: 3395.26 ms [2021-01-21 07:25:58 main:574] : INFO : Epoch 1551 | loss: 0.0311887 | val_loss: 0.0311974 | Time: 3455.05 ms [2021-01-21 07:26:02 main:574] : INFO : Epoch 1552 | loss: 0.0311903 | val_loss: 0.0311858 | Time: 3547.64 ms [2021-01-21 07:26:06 main:574] : INFO : Epoch 1553 | loss: 0.031183 | val_loss: 0.0311828 | Time: 3997.13 ms [2021-01-21 07:26:10 main:574] : INFO : Epoch 1554 | loss: 0.0311852 | val_loss: 0.0311984 | Time: 3535.07 ms [2021-01-21 07:26:13 main:574] : INFO : Epoch 1555 | loss: 0.0311849 | val_loss: 0.031182 | Time: 3426.75 ms [2021-01-21 07:26:17 main:574] : INFO : Epoch 1556 | loss: 0.0311821 | val_loss: 0.0311836 | Time: 3411.62 ms [2021-01-21 07:26:20 main:574] : INFO : Epoch 1557 | loss: 0.0311802 | val_loss: 0.031182 | Time: 3420.22 ms [2021-01-21 07:26:24 main:574] : INFO : Epoch 1558 | loss: 0.0311801 | val_loss: 0.0311863 | Time: 3394.73 ms [2021-01-21 07:26:27 main:574] : INFO : Epoch 1559 | loss: 0.0311822 | val_loss: 0.0311838 | Time: 3399.55 ms [2021-01-21 07:26:31 main:574] : INFO : Epoch 1560 | loss: 0.0311827 | val_loss: 0.0311878 | Time: 3398.55 ms [2021-01-21 07:26:34 main:574] : INFO : Epoch 1561 | loss: 0.0311824 | val_loss: 0.0311848 | Time: 3405.15 ms [2021-01-21 07:26:38 main:574] : INFO : Epoch 1562 | loss: 0.031182 | val_loss: 0.031182 | Time: 3404.53 ms [2021-01-21 07:26:41 main:574] : INFO : Epoch 1563 | loss: 0.0311815 | val_loss: 0.0311814 | Time: 3413.83 ms [2021-01-21 07:26:45 main:574] : INFO : Epoch 1564 | loss: 0.0311799 | val_loss: 0.031182 | Time: 3378.94 ms [2021-01-21 07:26:48 main:574] : INFO : Epoch 1565 | loss: 0.0311805 | val_loss: 0.0311821 | Time: 3400.37 ms [2021-01-21 07:26:52 main:574] : INFO : Epoch 1566 | loss: 0.0311847 | val_loss: 0.0311884 | Time: 3916.64 ms [2021-01-21 07:26:56 main:574] : INFO : Epoch 1567 | loss: 0.031189 | val_loss: 0.0311875 | Time: 3507.82 ms [2021-01-21 07:26:59 main:574] : INFO : Epoch 1568 | loss: 0.0311836 | val_loss: 0.0311882 | Time: 3444.27 ms [2021-01-21 07:27:03 main:574] : INFO : Epoch 1569 | loss: 0.0311856 | val_loss: 0.0311837 | Time: 3940.24 ms [2021-01-21 07:27:07 main:574] : INFO : Epoch 1570 | loss: 0.0311825 | val_loss: 0.0311843 | Time: 3651.54 ms [2021-01-21 07:27:11 main:574] : INFO : Epoch 1571 | loss: 0.0311856 | val_loss: 0.0311904 | Time: 4038.32 ms [2021-01-21 07:27:15 main:574] : INFO : Epoch 1572 | loss: 0.0311975 | val_loss: 0.0312055 | Time: 3412 ms [2021-01-21 07:27:19 main:574] : INFO : Epoch 1573 | loss: 0.0312064 | val_loss: 0.0312013 | Time: 3549.17 ms [2021-01-21 07:27:23 main:574] : INFO : Epoch 1574 | loss: 0.0312065 | val_loss: 0.0312001 | Time: 3897.93 ms [2021-01-21 07:27:27 main:574] : INFO : Epoch 1575 | loss: 0.0312074 | val_loss: 0.0312096 | Time: 3908.32 ms [2021-01-21 07:27:30 main:574] : INFO : Epoch 1576 | loss: 0.0312076 | val_loss: 0.031199 | Time: 3553.2 ms [2021-01-21 07:27:34 main:574] : INFO : Epoch 1577 | loss: 0.0312024 | val_loss: 0.0311982 | Time: 3804.42 ms [2021-01-21 07:27:38 main:574] : INFO : Epoch 1578 | loss: 0.031202 | val_loss: 0.0311974 | Time: 3725.2 ms [2021-01-21 07:27:42 main:574] : INFO : Epoch 1579 | loss: 0.0312008 | val_loss: 0.0311996 | Time: 3480.12 ms [2021-01-21 07:27:45 main:574] : INFO : Epoch 1580 | loss: 0.0312025 | val_loss: 0.0311975 | Time: 3673.72 ms [2021-01-21 07:27:49 main:574] : INFO : Epoch 1581 | loss: 0.0312006 | val_loss: 0.0311974 | Time: 3866.19 ms [2021-01-21 07:27:54 main:574] : INFO : Epoch 1582 | loss: 0.0312003 | val_loss: 0.0311969 | Time: 3907.59 ms [2021-01-21 07:27:57 main:574] : INFO : Epoch 1583 | loss: 0.0312004 | val_loss: 0.0311952 | Time: 3433.5 ms [2021-01-21 07:28:01 main:574] : INFO : Epoch 1584 | loss: 0.0312004 | val_loss: 0.031196 | Time: 3416.05 ms [2021-01-21 07:28:04 main:574] : INFO : Epoch 1585 | loss: 0.0311988 | val_loss: 0.0311982 | Time: 3700.19 ms [2021-01-21 07:28:08 main:574] : INFO : Epoch 1586 | loss: 0.031199 | val_loss: 0.031196 | Time: 3417.67 ms [2021-01-21 07:28:12 main:574] : INFO : Epoch 1587 | loss: 0.0312001 | val_loss: 0.0311953 | Time: 3469.18 ms [2021-01-21 07:28:15 main:574] : INFO : Epoch 1588 | loss: 0.0311993 | val_loss: 0.031195 | Time: 3581.79 ms [2021-01-21 07:28:19 main:574] : INFO : Epoch 1589 | loss: 0.0311998 | val_loss: 0.0311984 | Time: 3506.95 ms [2021-01-21 07:28:23 main:574] : INFO : Epoch 1590 | loss: 0.031198 | val_loss: 0.0311942 | Time: 3934.88 ms [2021-01-21 07:28:27 main:574] : INFO : Epoch 1591 | loss: 0.0311995 | val_loss: 0.0311972 | Time: 3787.02 ms [2021-01-21 07:28:31 main:574] : INFO : Epoch 1592 | loss: 0.0311979 | val_loss: 0.0311947 | Time: 3525.29 ms [2021-01-21 07:28:34 main:574] : INFO : Epoch 1593 | loss: 0.0311974 | val_loss: 0.0311946 | Time: 3636.61 ms [2021-01-21 07:28:38 main:574] : INFO : Epoch 1594 | loss: 0.0311963 | val_loss: 0.031194 | Time: 3404.75 ms [2021-01-21 07:28:41 main:574] : INFO : Epoch 1595 | loss: 0.0311962 | val_loss: 0.0311934 | Time: 3537.47 ms [2021-01-21 07:28:46 main:574] : INFO : Epoch 1596 | loss: 0.0311969 | val_loss: 0.0311939 | Time: 3903.56 ms [2021-01-21 07:28:49 main:574] : INFO : Epoch 1597 | loss: 0.0311961 | val_loss: 0.031193 | Time: 3612.59 ms [2021-01-21 07:28:53 main:574] : INFO : Epoch 1598 | loss: 0.0311968 | val_loss: 0.0311953 | Time: 3530.56 ms [2021-01-21 07:28:56 main:574] : INFO : Epoch 1599 | loss: 0.0311959 | val_loss: 0.0311933 | Time: 3530.12 ms [2021-01-21 07:29:00 main:574] : INFO : Epoch 1600 | loss: 0.0311952 | val_loss: 0.0311949 | Time: 3826.47 ms [2021-01-21 07:29:04 main:574] : INFO : Epoch 1601 | loss: 0.0311961 | val_loss: 0.031193 | Time: 3773.64 ms [2021-01-21 07:29:08 main:574] : INFO : Epoch 1602 | loss: 0.0311944 | val_loss: 0.0311932 | Time: 3667.01 ms [2021-01-21 07:29:12 main:574] : INFO : Epoch 1603 | loss: 0.0311947 | val_loss: 0.0311933 | Time: 3773.88 ms [2021-01-21 07:29:16 main:574] : INFO : Epoch 1604 | loss: 0.0311965 | val_loss: 0.0311932 | Time: 3673.08 ms [2021-01-21 07:29:20 main:574] : INFO : Epoch 1605 | loss: 0.0311981 | val_loss: 0.0311958 | Time: 3994.51 ms [2021-01-21 07:29:24 main:574] : INFO : Epoch 1606 | loss: 0.0311965 | val_loss: 0.0311932 | Time: 3956.65 ms [2021-01-21 07:29:28 main:574] : INFO : Epoch 1607 | loss: 0.0311946 | val_loss: 0.0311921 | Time: 4012.47 ms [2021-01-21 07:29:32 main:574] : INFO : Epoch 1608 | loss: 0.0311939 | val_loss: 0.0311935 | Time: 3982.21 ms [2021-01-21 07:29:36 main:574] : INFO : Epoch 1609 | loss: 0.0311935 | val_loss: 0.0311978 | Time: 3991.29 ms [2021-01-21 07:29:40 main:574] : INFO : Epoch 1610 | loss: 0.0311949 | val_loss: 0.0311923 | Time: 3543.38 ms [2021-01-21 07:29:44 main:574] : INFO : Epoch 1611 | loss: 0.0311931 | val_loss: 0.0311918 | Time: 3503.83 ms [2021-01-21 07:29:48 main:574] : INFO : Epoch 1612 | loss: 0.0311942 | val_loss: 0.0311958 | Time: 3973.44 ms [2021-01-21 07:29:51 main:574] : INFO : Epoch 1613 | loss: 0.0311943 | val_loss: 0.031193 | Time: 3450.16 ms [2021-01-21 07:29:55 main:574] : INFO : Epoch 1614 | loss: 0.0311929 | val_loss: 0.0311906 | Time: 3924.42 ms [2021-01-21 07:29:59 main:574] : INFO : Epoch 1615 | loss: 0.0311921 | val_loss: 0.0311905 | Time: 3530.53 ms [2021-01-21 07:30:03 main:574] : INFO : Epoch 1616 | loss: 0.0311928 | val_loss: 0.0311987 | Time: 3572.15 ms [2021-01-21 07:30:07 main:574] : INFO : Epoch 1617 | loss: 0.0311948 | val_loss: 0.031192 | Time: 3571.85 ms [2021-01-21 07:30:10 main:574] : INFO : Epoch 1618 | loss: 0.0311921 | val_loss: 0.0311904 | Time: 3573.34 ms [2021-01-21 07:30:14 main:574] : INFO : Epoch 1619 | loss: 0.0311935 | val_loss: 0.0311905 | Time: 3718.38 ms [2021-01-21 07:30:18 main:574] : INFO : Epoch 1620 | loss: 0.0311937 | val_loss: 0.0311906 | Time: 3595.75 ms [2021-01-21 07:30:22 main:574] : INFO : Epoch 1621 | loss: 0.0311959 | val_loss: 0.0311908 | Time: 3664.49 ms [2021-01-21 07:30:25 main:574] : INFO : Epoch 1622 | loss: 0.0311934 | val_loss: 0.0311904 | Time: 3488.91 ms [2021-01-21 07:30:29 main:574] : INFO : Epoch 1623 | loss: 0.0311936 | val_loss: 0.0311931 | Time: 3997.54 ms [2021-01-21 07:30:33 main:574] : INFO : Epoch 1624 | loss: 0.0311928 | val_loss: 0.0311909 | Time: 3411.89 ms [2021-01-21 07:30:37 main:574] : INFO : Epoch 1625 | loss: 0.0311951 | val_loss: 0.0311935 | Time: 3869.03 ms [2021-01-21 07:30:41 main:574] : INFO : Epoch 1626 | loss: 0.0311938 | val_loss: 0.0311906 | Time: 3800.4 ms [2021-01-21 07:30:44 main:574] : INFO : Epoch 1627 | loss: 0.031192 | val_loss: 0.031191 | Time: 3477.37 ms [2021-01-21 07:30:48 main:574] : INFO : Epoch 1628 | loss: 0.0311917 | val_loss: 0.03119 | Time: 3513.42 ms [2021-01-21 07:30:52 main:574] : INFO : Epoch 1629 | loss: 0.031193 | val_loss: 0.0311934 | Time: 3723.23 ms [2021-01-21 07:30:55 main:574] : INFO : Epoch 1630 | loss: 0.0311926 | val_loss: 0.0311961 | Time: 3579.99 ms [2021-01-21 07:30:59 main:574] : INFO : Epoch 1631 | loss: 0.031193 | val_loss: 0.0311893 | Time: 3477.47 ms [2021-01-21 07:31:03 main:574] : INFO : Epoch 1632 | loss: 0.0311922 | val_loss: 0.0311914 | Time: 3446.75 ms [2021-01-21 07:31:07 main:574] : INFO : Epoch 1633 | loss: 0.0311909 | val_loss: 0.0311918 | Time: 3950.58 ms [2021-01-21 07:31:11 main:574] : INFO : Epoch 1634 | loss: 0.031193 | val_loss: 0.031189 | Time: 3805.22 ms [2021-01-21 07:31:14 main:574] : INFO : Epoch 1635 | loss: 0.0311904 | val_loss: 0.0311893 | Time: 3564.69 ms [2021-01-21 07:31:18 main:574] : INFO : Epoch 1636 | loss: 0.0311928 | val_loss: 0.0311907 | Time: 3761.74 ms [2021-01-21 07:31:22 main:574] : INFO : Epoch 1637 | loss: 0.0311918 | val_loss: 0.0311906 | Time: 3911.19 ms [2021-01-21 07:31:26 main:574] : INFO : Epoch 1638 | loss: 0.031192 | val_loss: 0.0311897 | Time: 3798.6 ms [2021-01-21 07:31:30 main:574] : INFO : Epoch 1639 | loss: 0.0311916 | val_loss: 0.0311942 | Time: 3859.48 ms [2021-01-21 07:31:34 main:574] : INFO : Epoch 1640 | loss: 0.0311942 | val_loss: 0.0311918 | Time: 3843.37 ms [2021-01-21 07:31:38 main:574] : INFO : Epoch 1641 | loss: 0.0311992 | val_loss: 0.0312015 | Time: 3554.5 ms [2021-01-21 07:31:41 main:574] : INFO : Epoch 1642 | loss: 0.0311952 | val_loss: 0.0311914 | Time: 3555.98 ms [2021-01-21 07:31:45 main:574] : INFO : Epoch 1643 | loss: 0.0311916 | val_loss: 0.0311894 | Time: 3438.93 ms [2021-01-21 07:31:49 main:574] : INFO : Epoch 1644 | loss: 0.0311931 | val_loss: 0.0311916 | Time: 3561.11 ms [2021-01-21 07:31:53 main:574] : INFO : Epoch 1645 | loss: 0.0311936 | val_loss: 0.0311898 | Time: 4076.02 ms [2021-01-21 07:31:56 main:574] : INFO : Epoch 1646 | loss: 0.0311936 | val_loss: 0.0311897 | Time: 3531.35 ms [2021-01-21 07:32:01 main:574] : INFO : Epoch 1647 | loss: 0.0311922 | val_loss: 0.0311942 | Time: 4090.69 ms [2021-01-21 07:32:05 main:574] : INFO : Epoch 1648 | loss: 0.0311932 | val_loss: 0.0311922 | Time: 3921.51 ms [2021-01-21 07:32:09 main:574] : INFO : Epoch 1649 | loss: 0.0311919 | val_loss: 0.031192 | Time: 3928.88 ms [2021-01-21 07:32:12 main:574] : INFO : Epoch 1650 | loss: 0.0311907 | val_loss: 0.0311883 | Time: 3505.03 ms [2021-01-21 07:32:17 main:574] : INFO : Epoch 1651 | loss: 0.0311905 | val_loss: 0.0311879 | Time: 3991.93 ms [2021-01-21 07:32:20 main:574] : INFO : Epoch 1652 | loss: 0.0311913 | val_loss: 0.0311895 | Time: 3574.46 ms [2021-01-21 07:32:24 main:574] : INFO : Epoch 1653 | loss: 0.0311903 | val_loss: 0.0311876 | Time: 3866.18 ms [2021-01-21 07:32:28 main:574] : INFO : Epoch 1654 | loss: 0.0311892 | val_loss: 0.0311938 | Time: 3650.03 ms [2021-01-21 07:32:32 main:574] : INFO : Epoch 1655 | loss: 0.031194 | val_loss: 0.0311882 | Time: 3435.22 ms [2021-01-21 07:32:36 main:574] : INFO : Epoch 1656 | loss: 0.0311955 | val_loss: 0.0311906 | Time: 3836.55 ms [2021-01-21 07:32:39 main:574] : INFO : Epoch 1657 | loss: 0.0311957 | val_loss: 0.0311898 | Time: 3592.07 ms [2021-01-21 07:32:43 main:574] : INFO : Epoch 1658 | loss: 0.0311923 | val_loss: 0.0311909 | Time: 3892.23 ms [2021-01-21 07:32:47 main:574] : INFO : Epoch 1659 | loss: 0.0311909 | val_loss: 0.0311914 | Time: 3764.01 ms [2021-01-21 07:32:51 main:574] : INFO : Epoch 1660 | loss: 0.0311926 | val_loss: 0.0311983 | Time: 3964.2 ms [2021-01-21 07:32:55 main:574] : INFO : Epoch 1661 | loss: 0.0311899 | val_loss: 0.031188 | Time: 3661.97 ms [2021-01-21 07:32:59 main:574] : INFO : Epoch 1662 | loss: 0.0311905 | val_loss: 0.0311919 | Time: 3525.43 ms [2021-01-21 07:33:03 main:574] : INFO : Epoch 1663 | loss: 0.03119 | val_loss: 0.0311887 | Time: 3546.06 ms [2021-01-21 07:33:07 main:574] : INFO : Epoch 1664 | loss: 0.0311896 | val_loss: 0.0311877 | Time: 3841.48 ms [2021-01-21 07:33:10 main:574] : INFO : Epoch 1665 | loss: 0.0311896 | val_loss: 0.0311886 | Time: 3766.27 ms [2021-01-21 07:33:14 main:574] : INFO : Epoch 1666 | loss: 0.031189 | val_loss: 0.0311891 | Time: 3566.33 ms [2021-01-21 07:33:18 main:574] : INFO : Epoch 1667 | loss: 0.0311893 | val_loss: 0.0311886 | Time: 3432.2 ms [2021-01-21 07:33:21 main:574] : INFO : Epoch 1668 | loss: 0.0311906 | val_loss: 0.0311877 | Time: 3756.72 ms [2021-01-21 07:33:25 main:574] : INFO : Epoch 1669 | loss: 0.0311891 | val_loss: 0.0311881 | Time: 3641.55 ms [2021-01-21 07:33:29 main:574] : INFO : Epoch 1670 | loss: 0.0311896 | val_loss: 0.0311907 | Time: 3891.55 ms [2021-01-21 07:33:33 main:574] : INFO : Epoch 1671 | loss: 0.0311891 | val_loss: 0.0311904 | Time: 3940.46 ms [2021-01-21 07:33:37 main:574] : INFO : Epoch 1672 | loss: 0.0311893 | val_loss: 0.0311876 | Time: 3758.37 ms [2021-01-21 07:33:41 main:574] : INFO : Epoch 1673 | loss: 0.0311886 | val_loss: 0.0311932 | Time: 4024.41 ms [2021-01-21 07:33:45 main:574] : INFO : Epoch 1674 | loss: 0.0311909 | val_loss: 0.0311889 | Time: 4013.25 ms [2021-01-21 07:33:49 main:574] : INFO : Epoch 1675 | loss: 0.0311914 | val_loss: 0.0311876 | Time: 3715.91 ms [2021-01-21 07:33:53 main:574] : INFO : Epoch 1676 | loss: 0.0311911 | val_loss: 0.0311892 | Time: 3927.27 ms [2021-01-21 07:33:57 main:574] : INFO : Epoch 1677 | loss: 0.03119 | val_loss: 0.0311865 | Time: 3659.64 ms [2021-01-21 07:34:01 main:574] : INFO : Epoch 1678 | loss: 0.0311906 | val_loss: 0.0311875 | Time: 3529.92 ms [2021-01-21 07:34:04 main:574] : INFO : Epoch 1679 | loss: 0.0311927 | val_loss: 0.0311861 | Time: 3645.04 ms [2021-01-21 07:34:08 main:574] : INFO : Epoch 1680 | loss: 0.0311905 | val_loss: 0.0311865 | Time: 3843.41 ms [2021-01-21 07:34:12 main:574] : INFO : Epoch 1681 | loss: 0.0311892 | val_loss: 0.0311876 | Time: 3923.65 ms [2021-01-21 07:34:16 main:574] : INFO : Epoch 1682 | loss: 0.0311906 | val_loss: 0.0311874 | Time: 3504.4 ms [2021-01-21 07:34:20 main:574] : INFO : Epoch 1683 | loss: 0.0311928 | val_loss: 0.0311882 | Time: 3889.71 ms [2021-01-21 07:34:24 main:574] : INFO : Epoch 1684 | loss: 0.031191 | val_loss: 0.0311875 | Time: 3455.73 ms [2021-01-21 07:34:28 main:574] : INFO : Epoch 1685 | loss: 0.03119 | val_loss: 0.0311895 | Time: 3834.41 ms [2021-01-21 07:34:31 main:574] : INFO : Epoch 1686 | loss: 0.0311927 | val_loss: 0.0312034 | Time: 3547.64 ms [2021-01-21 07:34:35 main:574] : INFO : Epoch 1687 | loss: 0.0311963 | val_loss: 0.0311976 | Time: 3599.92 ms [2021-01-21 07:34:39 main:574] : INFO : Epoch 1688 | loss: 0.0312152 | val_loss: 0.0313032 | Time: 3626.33 ms [2021-01-21 07:34:42 main:574] : INFO : Epoch 1689 | loss: 0.0817158 | val_loss: 0.247374 | Time: 3531.64 ms [2021-01-21 07:34:46 main:574] : INFO : Epoch 1690 | loss: 0.0658199 | val_loss: 0.0356437 | Time: 3443.57 ms [2021-01-21 07:34:50 main:574] : INFO : Epoch 1691 | loss: 0.0330302 | val_loss: 0.031716 | Time: 3970.42 ms [2021-01-21 07:34:54 main:574] : INFO : Epoch 1692 | loss: 0.031496 | val_loss: 0.0313118 | Time: 3489.05 ms [2021-01-21 07:34:57 main:574] : INFO : Epoch 1693 | loss: 0.031315 | val_loss: 0.031308 | Time: 3769.66 ms [2021-01-21 07:35:01 main:574] : INFO : Epoch 1694 | loss: 0.0312854 | val_loss: 0.0312738 | Time: 3481.62 ms [2021-01-21 07:35:05 main:574] : INFO : Epoch 1695 | loss: 0.0312695 | val_loss: 0.0312651 | Time: 3768.81 ms [2021-01-21 07:35:09 main:574] : INFO : Epoch 1696 | loss: 0.0312616 | val_loss: 0.0312582 | Time: 3565.92 ms [2021-01-21 07:35:12 main:574] : INFO : Epoch 1697 | loss: 0.0312564 | val_loss: 0.0312544 | Time: 3429.81 ms [2021-01-21 07:35:16 main:574] : INFO : Epoch 1698 | loss: 0.0312521 | val_loss: 0.0312503 | Time: 3544.22 ms [2021-01-21 07:35:20 main:574] : INFO : Epoch 1699 | loss: 0.0312488 | val_loss: 0.0312469 | Time: 3944.97 ms [2021-01-21 07:35:24 main:574] : INFO : Epoch 1700 | loss: 0.0312461 | val_loss: 0.0312435 | Time: 3606.14 ms [2021-01-21 07:35:27 main:574] : INFO : Epoch 1701 | loss: 0.0312435 | val_loss: 0.0312424 | Time: 3653.69 ms [2021-01-21 07:35:32 main:574] : INFO : Epoch 1702 | loss: 0.0312415 | val_loss: 0.0312389 | Time: 4020.02 ms [2021-01-21 07:35:35 main:574] : INFO : Epoch 1703 | loss: 0.0312384 | val_loss: 0.0312368 | Time: 3662.72 ms [2021-01-21 07:35:39 main:574] : INFO : Epoch 1704 | loss: 0.0312369 | val_loss: 0.0312356 | Time: 3413.39 ms [2021-01-21 07:35:43 main:574] : INFO : Epoch 1705 | loss: 0.0312354 | val_loss: 0.0312335 | Time: 3636.6 ms [2021-01-21 07:35:46 main:574] : INFO : Epoch 1706 | loss: 0.0312325 | val_loss: 0.0312315 | Time: 3483.08 ms [2021-01-21 07:35:50 main:574] : INFO : Epoch 1707 | loss: 0.0312292 | val_loss: 0.0312279 | Time: 3562.55 ms [2021-01-21 07:35:53 main:574] : INFO : Epoch 1708 | loss: 0.0312261 | val_loss: 0.0312255 | Time: 3422.05 ms [2021-01-21 07:35:57 main:574] : INFO : Epoch 1709 | loss: 0.0312237 | val_loss: 0.0312228 | Time: 3513.82 ms [2021-01-21 07:36:01 main:574] : INFO : Epoch 1710 | loss: 0.0312222 | val_loss: 0.0312203 | Time: 3528.54 ms [2021-01-21 07:36:04 main:574] : INFO : Epoch 1711 | loss: 0.03122 | val_loss: 0.0312192 | Time: 3506.45 ms [2021-01-21 07:36:08 main:574] : INFO : Epoch 1712 | loss: 0.0312186 | val_loss: 0.031218 | Time: 3495.85 ms [2021-01-21 07:36:12 main:574] : INFO : Epoch 1713 | loss: 0.0312178 | val_loss: 0.0312179 | Time: 3805.91 ms [2021-01-21 07:36:16 main:574] : INFO : Epoch 1714 | loss: 0.0312165 | val_loss: 0.031216 | Time: 3869.13 ms [2021-01-21 07:36:20 main:574] : INFO : Epoch 1715 | loss: 0.0312156 | val_loss: 0.0312156 | Time: 3452.6 ms [2021-01-21 07:36:24 main:574] : INFO : Epoch 1716 | loss: 0.0312145 | val_loss: 0.0312144 | Time: 3997.22 ms [2021-01-21 07:36:27 main:574] : INFO : Epoch 1717 | loss: 0.0312139 | val_loss: 0.0312133 | Time: 3438.38 ms [2021-01-21 07:36:31 main:574] : INFO : Epoch 1718 | loss: 0.0312135 | val_loss: 0.0312132 | Time: 3456.74 ms [2021-01-21 07:36:35 main:574] : INFO : Epoch 1719 | loss: 0.0312124 | val_loss: 0.0312114 | Time: 3637.96 ms [2021-01-21 07:36:38 main:574] : INFO : Epoch 1720 | loss: 0.0312126 | val_loss: 0.0312121 | Time: 3439.7 ms [2021-01-21 07:36:42 main:574] : INFO : Epoch 1721 | loss: 0.0312117 | val_loss: 0.0312115 | Time: 3798.09 ms [2021-01-21 07:36:46 main:574] : INFO : Epoch 1722 | loss: 0.0312114 | val_loss: 0.0312126 | Time: 3726.83 ms [2021-01-21 07:36:49 main:574] : INFO : Epoch 1723 | loss: 0.0312113 | val_loss: 0.0312126 | Time: 3449.28 ms [2021-01-21 07:36:53 main:574] : INFO : Epoch 1724 | loss: 0.0312107 | val_loss: 0.0312091 | Time: 3531.99 ms [2021-01-21 07:36:57 main:574] : INFO : Epoch 1725 | loss: 0.03121 | val_loss: 0.0312092 | Time: 3964.31 ms [2021-01-21 07:37:01 main:574] : INFO : Epoch 1726 | loss: 0.0312089 | val_loss: 0.0312081 | Time: 3806.21 ms [2021-01-21 07:37:05 main:574] : INFO : Epoch 1727 | loss: 0.0312081 | val_loss: 0.0312075 | Time: 3407.7 ms [2021-01-21 07:37:08 main:574] : INFO : Epoch 1728 | loss: 0.0312082 | val_loss: 0.0312077 | Time: 3413.02 ms [2021-01-21 07:37:12 main:574] : INFO : Epoch 1729 | loss: 0.0312074 | val_loss: 0.031207 | Time: 3460.79 ms [2021-01-21 07:37:15 main:574] : INFO : Epoch 1730 | loss: 0.031207 | val_loss: 0.031207 | Time: 3441.36 ms [2021-01-21 07:37:20 main:574] : INFO : Epoch 1731 | loss: 0.0312071 | val_loss: 0.0312062 | Time: 3956.01 ms [2021-01-21 07:37:24 main:574] : INFO : Epoch 1732 | loss: 0.0312071 | val_loss: 0.0312064 | Time: 3879.09 ms [2021-01-21 07:37:27 main:574] : INFO : Epoch 1733 | loss: 0.0312066 | val_loss: 0.0312056 | Time: 3786.29 ms [2021-01-21 07:37:31 main:574] : INFO : Epoch 1734 | loss: 0.0312053 | val_loss: 0.0312056 | Time: 3578.69 ms [2021-01-21 07:37:35 main:574] : INFO : Epoch 1735 | loss: 0.0312052 | val_loss: 0.0312048 | Time: 3745.15 ms [2021-01-21 07:37:39 main:574] : INFO : Epoch 1736 | loss: 0.0312051 | val_loss: 0.0312043 | Time: 3908.71 ms [2021-01-21 07:37:43 main:574] : INFO : Epoch 1737 | loss: 0.0312045 | val_loss: 0.0312047 | Time: 3506.78 ms [2021-01-21 07:37:46 main:574] : INFO : Epoch 1738 | loss: 0.0312047 | val_loss: 0.031204 | Time: 3428.9 ms [2021-01-21 07:37:50 main:574] : INFO : Epoch 1739 | loss: 0.0312047 | val_loss: 0.0312037 | Time: 3904.44 ms [2021-01-21 07:37:54 main:574] : INFO : Epoch 1740 | loss: 0.031204 | val_loss: 0.031203 | Time: 3861.35 ms [2021-01-21 07:37:58 main:574] : INFO : Epoch 1741 | loss: 0.0312043 | val_loss: 0.0312039 | Time: 3818.66 ms [2021-01-21 07:38:02 main:574] : INFO : Epoch 1742 | loss: 0.0312037 | val_loss: 0.0312043 | Time: 3570.15 ms [2021-01-21 07:38:06 main:574] : INFO : Epoch 1743 | loss: 0.0312034 | val_loss: 0.0312029 | Time: 3695.34 ms [2021-01-21 07:38:09 main:574] : INFO : Epoch 1744 | loss: 0.0312027 | val_loss: 0.0312022 | Time: 3802.69 ms [2021-01-21 07:38:13 main:574] : INFO : Epoch 1745 | loss: 0.0312028 | val_loss: 0.0312027 | Time: 3471.12 ms [2021-01-21 07:38:17 main:574] : INFO : Epoch 1746 | loss: 0.0312024 | val_loss: 0.0312027 | Time: 3580.32 ms [2021-01-21 07:38:20 main:574] : INFO : Epoch 1747 | loss: 0.0312032 | val_loss: 0.0312017 | Time: 3562.41 ms [2021-01-21 07:38:24 main:574] : INFO : Epoch 1748 | loss: 0.0312025 | val_loss: 0.0312016 | Time: 3474.42 ms [2021-01-21 07:38:27 main:574] : INFO : Epoch 1749 | loss: 0.0312018 | val_loss: 0.0312021 | Time: 3450.6 ms [2021-01-21 07:38:31 main:574] : INFO : Epoch 1750 | loss: 0.0312023 | val_loss: 0.0312012 | Time: 3622.04 ms [2021-01-21 07:38:35 main:574] : INFO : Epoch 1751 | loss: 0.0312012 | val_loss: 0.0312016 | Time: 3491.4 ms [2021-01-21 07:38:39 main:574] : INFO : Epoch 1752 | loss: 0.0312014 | val_loss: 0.0312008 | Time: 3696.48 ms [2021-01-21 07:38:43 main:574] : INFO : Epoch 1753 | loss: 0.0312022 | val_loss: 0.0312008 | Time: 3589.46 ms [2021-01-21 07:38:47 main:574] : INFO : Epoch 1754 | loss: 0.0312016 | val_loss: 0.0312026 | Time: 3833.53 ms [2021-01-21 07:38:51 main:574] : INFO : Epoch 1755 | loss: 0.0312009 | val_loss: 0.0312001 | Time: 3673.89 ms [2021-01-21 07:38:55 main:574] : INFO : Epoch 1756 | loss: 0.0312012 | val_loss: 0.0311996 | Time: 3763.01 ms [2021-01-21 07:38:58 main:574] : INFO : Epoch 1757 | loss: 0.0312007 | val_loss: 0.0311997 | Time: 3784.13 ms [2021-01-21 07:39:02 main:574] : INFO : Epoch 1758 | loss: 0.0312009 | val_loss: 0.0312002 | Time: 3611.45 ms [2021-01-21 07:39:06 main:574] : INFO : Epoch 1759 | loss: 0.0312 | val_loss: 0.0312028 | Time: 3547.95 ms [2021-01-21 07:39:10 main:574] : INFO : Epoch 1760 | loss: 0.0312 | val_loss: 0.0312004 | Time: 4006.43 ms [2021-01-21 07:39:13 main:574] : INFO : Epoch 1761 | loss: 0.0312006 | val_loss: 0.0311988 | Time: 3448.53 ms [2021-01-21 07:39:17 main:574] : INFO : Epoch 1762 | loss: 0.0312011 | val_loss: 0.0311991 | Time: 3496.57 ms [2021-01-21 07:39:21 main:574] : INFO : Epoch 1763 | loss: 0.0311998 | val_loss: 0.0312013 | Time: 3629.92 ms [2021-01-21 07:39:25 main:574] : INFO : Epoch 1764 | loss: 0.0312 | val_loss: 0.0311997 | Time: 3829.1 ms [2021-01-21 07:39:28 main:574] : INFO : Epoch 1765 | loss: 0.0311995 | val_loss: 0.0311993 | Time: 3592.61 ms [2021-01-21 07:39:33 main:574] : INFO : Epoch 1766 | loss: 0.0311987 | val_loss: 0.0311992 | Time: 3864.86 ms [2021-01-21 07:39:37 main:574] : INFO : Epoch 1767 | loss: 0.0311984 | val_loss: 0.0311983 | Time: 3872.66 ms [2021-01-21 07:39:40 main:574] : INFO : Epoch 1768 | loss: 0.0311989 | val_loss: 0.0311986 | Time: 3594.22 ms [2021-01-21 07:39:45 main:574] : INFO : Epoch 1769 | loss: 0.0311982 | val_loss: 0.0311978 | Time: 3877.69 ms [2021-01-21 07:39:48 main:574] : INFO : Epoch 1770 | loss: 0.0311982 | val_loss: 0.0311986 | Time: 3537.54 ms [2021-01-21 07:39:52 main:574] : INFO : Epoch 1771 | loss: 0.0311991 | val_loss: 0.0311988 | Time: 4006.72 ms [2021-01-21 07:39:56 main:574] : INFO : Epoch 1772 | loss: 0.0311991 | val_loss: 0.0311976 | Time: 3905.37 ms [2021-01-21 07:40:00 main:574] : INFO : Epoch 1773 | loss: 0.0311981 | val_loss: 0.0311976 | Time: 3959.25 ms [2021-01-21 07:40:04 main:574] : INFO : Epoch 1774 | loss: 0.0311979 | val_loss: 0.0311984 | Time: 3893.55 ms [2021-01-21 07:40:08 main:574] : INFO : Epoch 1775 | loss: 0.0311981 | val_loss: 0.0311962 | Time: 3627.95 ms [2021-01-21 07:40:12 main:574] : INFO : Epoch 1776 | loss: 0.0311984 | val_loss: 0.0312023 | Time: 3435.49 ms [2021-01-21 07:40:16 main:574] : INFO : Epoch 1777 | loss: 0.0311994 | val_loss: 0.0311962 | Time: 3741.32 ms [2021-01-21 07:40:19 main:574] : INFO : Epoch 1778 | loss: 0.0311973 | val_loss: 0.0311961 | Time: 3457.38 ms [2021-01-21 07:40:23 main:574] : INFO : Epoch 1779 | loss: 0.0311975 | val_loss: 0.0311969 | Time: 3493.21 ms [2021-01-21 07:40:26 main:574] : INFO : Epoch 1780 | loss: 0.0311971 | val_loss: 0.0311954 | Time: 3692.03 ms [2021-01-21 07:40:30 main:574] : INFO : Epoch 1781 | loss: 0.031197 | val_loss: 0.0311959 | Time: 3660.09 ms [2021-01-21 07:40:34 main:574] : INFO : Epoch 1782 | loss: 0.0311969 | val_loss: 0.0311953 | Time: 3420.9 ms [2021-01-21 07:40:38 main:574] : INFO : Epoch 1783 | loss: 0.0311969 | val_loss: 0.0311959 | Time: 3938.12 ms [2021-01-21 07:40:42 main:574] : INFO : Epoch 1784 | loss: 0.0311966 | val_loss: 0.0311959 | Time: 3990.8 ms [2021-01-21 07:40:46 main:574] : INFO : Epoch 1785 | loss: 0.0311962 | val_loss: 0.0311966 | Time: 3619.69 ms [2021-01-21 07:40:50 main:574] : INFO : Epoch 1786 | loss: 0.0311967 | val_loss: 0.0311953 | Time: 3831.49 ms [2021-01-21 07:40:53 main:574] : INFO : Epoch 1787 | loss: 0.0311961 | val_loss: 0.0311971 | Time: 3467.5 ms [2021-01-21 07:40:58 main:574] : INFO : Epoch 1788 | loss: 0.031198 | val_loss: 0.0311966 | Time: 3846.64 ms [2021-01-21 07:41:02 main:574] : INFO : Epoch 1789 | loss: 0.0311965 | val_loss: 0.0311991 | Time: 3936.31 ms [2021-01-21 07:41:05 main:574] : INFO : Epoch 1790 | loss: 0.0311983 | val_loss: 0.0311946 | Time: 3417.94 ms [2021-01-21 07:41:09 main:574] : INFO : Epoch 1791 | loss: 0.0311981 | val_loss: 0.0311959 | Time: 3421.16 ms [2021-01-21 07:41:13 main:574] : INFO : Epoch 1792 | loss: 0.0311962 | val_loss: 0.0311966 | Time: 3828.53 ms [2021-01-21 07:41:16 main:574] : INFO : Epoch 1793 | loss: 0.0311976 | val_loss: 0.0312017 | Time: 3558.31 ms [2021-01-21 07:41:20 main:574] : INFO : Epoch 1794 | loss: 0.0311974 | val_loss: 0.0311953 | Time: 3952.76 ms [2021-01-21 07:41:24 main:574] : INFO : Epoch 1795 | loss: 0.0311958 | val_loss: 0.0311941 | Time: 3662.93 ms [2021-01-21 07:41:28 main:574] : INFO : Epoch 1796 | loss: 0.0311961 | val_loss: 0.0311969 | Time: 3387.32 ms [2021-01-21 07:41:31 main:574] : INFO : Epoch 1797 | loss: 0.0311961 | val_loss: 0.0312035 | Time: 3438.55 ms [2021-01-21 07:41:35 main:574] : INFO : Epoch 1798 | loss: 0.0311991 | val_loss: 0.0311932 | Time: 3929.79 ms [2021-01-21 07:41:39 main:574] : INFO : Epoch 1799 | loss: 0.0311947 | val_loss: 0.0311946 | Time: 3746.14 ms [2021-01-21 07:41:43 main:574] : INFO : Epoch 1800 | loss: 0.0311936 | val_loss: 0.031193 | Time: 3717.45 ms [2021-01-21 07:41:47 main:574] : INFO : Epoch 1801 | loss: 0.0311948 | val_loss: 0.0311937 | Time: 3547.44 ms [2021-01-21 07:41:50 main:574] : INFO : Epoch 1802 | loss: 0.0311937 | val_loss: 0.031193 | Time: 3584.71 ms [2021-01-21 07:41:55 main:574] : INFO : Epoch 1803 | loss: 0.0311951 | val_loss: 0.0311955 | Time: 4226.33 ms [2021-01-21 07:41:59 main:574] : INFO : Epoch 1804 | loss: 0.0311946 | val_loss: 0.0311939 | Time: 3651.55 ms [2021-01-21 07:42:02 main:574] : INFO : Epoch 1805 | loss: 0.0311932 | val_loss: 0.0311937 | Time: 3800.67 ms [2021-01-21 07:42:06 main:574] : INFO : Epoch 1806 | loss: 0.0311936 | val_loss: 0.0311936 | Time: 3586.97 ms [2021-01-21 07:42:10 main:574] : INFO : Epoch 1807 | loss: 0.0311939 | val_loss: 0.0311967 | Time: 3631.29 ms [2021-01-21 07:42:13 main:574] : INFO : Epoch 1808 | loss: 0.031197 | val_loss: 0.0311941 | Time: 3509.99 ms [2021-01-21 07:42:17 main:574] : INFO : Epoch 1809 | loss: 0.0311952 | val_loss: 0.0311966 | Time: 3737.54 ms [2021-01-21 07:42:21 main:574] : INFO : Epoch 1810 | loss: 0.0311934 | val_loss: 0.0311925 | Time: 3896.39 ms [2021-01-21 07:42:25 main:574] : INFO : Epoch 1811 | loss: 0.0311927 | val_loss: 0.0311922 | Time: 3663.5 ms [2021-01-21 07:42:29 main:574] : INFO : Epoch 1812 | loss: 0.0311938 | val_loss: 0.0311921 | Time: 3655.9 ms [2021-01-21 07:42:33 main:574] : INFO : Epoch 1813 | loss: 0.0311926 | val_loss: 0.0311925 | Time: 3935.52 ms [2021-01-21 07:42:36 main:574] : INFO : Epoch 1814 | loss: 0.0311919 | val_loss: 0.0311932 | Time: 3432.58 ms [2021-01-21 07:42:40 main:574] : INFO : Epoch 1815 | loss: 0.0311944 | val_loss: 0.031199 | Time: 3657.78 ms [2021-01-21 07:42:44 main:574] : INFO : Epoch 1816 | loss: 0.0311953 | val_loss: 0.0311926 | Time: 3440.52 ms [2021-01-21 07:42:48 main:574] : INFO : Epoch 1817 | loss: 0.0311925 | val_loss: 0.0311921 | Time: 3671.05 ms [2021-01-21 07:42:52 main:574] : INFO : Epoch 1818 | loss: 0.0311931 | val_loss: 0.0311963 | Time: 4007.29 ms [2021-01-21 07:42:55 main:574] : INFO : Epoch 1819 | loss: 0.0311939 | val_loss: 0.0311928 | Time: 3572.46 ms [2021-01-21 07:42:59 main:574] : INFO : Epoch 1820 | loss: 0.0311914 | val_loss: 0.0311916 | Time: 3995 ms [2021-01-21 07:43:03 main:574] : INFO : Epoch 1821 | loss: 0.0311928 | val_loss: 0.0311982 | Time: 3400.75 ms [2021-01-21 07:43:07 main:574] : INFO : Epoch 1822 | loss: 0.0311957 | val_loss: 0.0311991 | Time: 3622.87 ms [2021-01-21 07:43:11 main:574] : INFO : Epoch 1823 | loss: 0.0311964 | val_loss: 0.0311932 | Time: 3798.89 ms [2021-01-21 07:43:15 main:574] : INFO : Epoch 1824 | loss: 0.0311938 | val_loss: 0.0311914 | Time: 3792.13 ms [2021-01-21 07:43:18 main:574] : INFO : Epoch 1825 | loss: 0.0311916 | val_loss: 0.03119 | Time: 3663.94 ms [2021-01-21 07:43:22 main:574] : INFO : Epoch 1826 | loss: 0.0311914 | val_loss: 0.0311914 | Time: 3829.82 ms [2021-01-21 07:43:26 main:574] : INFO : Epoch 1827 | loss: 0.031193 | val_loss: 0.0311927 | Time: 3797.91 ms [2021-01-21 07:43:30 main:574] : INFO : Epoch 1828 | loss: 0.0311915 | val_loss: 0.0311903 | Time: 3990.55 ms [2021-01-21 07:43:34 main:574] : INFO : Epoch 1829 | loss: 0.0311908 | val_loss: 0.0311905 | Time: 3763.56 ms [2021-01-21 07:43:38 main:574] : INFO : Epoch 1830 | loss: 0.0311914 | val_loss: 0.0311904 | Time: 3894.55 ms [2021-01-21 07:43:42 main:574] : INFO : Epoch 1831 | loss: 0.0311911 | val_loss: 0.0311917 | Time: 3519.96 ms [2021-01-21 07:43:46 main:574] : INFO : Epoch 1832 | loss: 0.0311906 | val_loss: 0.0311904 | Time: 3787.5 ms [2021-01-21 07:43:50 main:574] : INFO : Epoch 1833 | loss: 0.0311905 | val_loss: 0.0311962 | Time: 3992.14 ms [2021-01-21 07:43:54 main:574] : INFO : Epoch 1834 | loss: 0.0311921 | val_loss: 0.0311973 | Time: 3519.1 ms [2021-01-21 07:43:57 main:574] : INFO : Epoch 1835 | loss: 0.0311916 | val_loss: 0.0311909 | Time: 3413.2 ms [2021-01-21 07:44:00 main:574] : INFO : Epoch 1836 | loss: 0.0311898 | val_loss: 0.0311956 | Time: 3402.32 ms [2021-01-21 07:44:04 main:574] : INFO : Epoch 1837 | loss: 0.0311902 | val_loss: 0.0311906 | Time: 3872.74 ms [2021-01-21 07:44:08 main:574] : INFO : Epoch 1838 | loss: 0.0311922 | val_loss: 0.03119 | Time: 3592.44 ms [2021-01-21 07:44:12 main:574] : INFO : Epoch 1839 | loss: 0.0311889 | val_loss: 0.0311903 | Time: 3488.36 ms [2021-01-21 07:44:16 main:574] : INFO : Epoch 1840 | loss: 0.0311892 | val_loss: 0.0311904 | Time: 3963.25 ms [2021-01-21 07:44:20 main:574] : INFO : Epoch 1841 | loss: 0.031189 | val_loss: 0.0311907 | Time: 3986.87 ms [2021-01-21 07:44:24 main:574] : INFO : Epoch 1842 | loss: 0.031188 | val_loss: 0.0311926 | Time: 3647.56 ms [2021-01-21 07:44:28 main:574] : INFO : Epoch 1843 | loss: 0.0311884 | val_loss: 0.0311897 | Time: 3670.76 ms [2021-01-21 07:44:31 main:574] : INFO : Epoch 1844 | loss: 0.0311877 | val_loss: 0.0311964 | Time: 3504.25 ms [2021-01-21 07:44:35 main:574] : INFO : Epoch 1845 | loss: 0.0311903 | val_loss: 0.0311884 | Time: 3418.5 ms [2021-01-21 07:44:38 main:574] : INFO : Epoch 1846 | loss: 0.0311896 | val_loss: 0.031188 | Time: 3426.84 ms [2021-01-21 07:44:42 main:574] : INFO : Epoch 1847 | loss: 0.0311899 | val_loss: 0.0311886 | Time: 3468.85 ms [2021-01-21 07:44:46 main:574] : INFO : Epoch 1848 | loss: 0.0311891 | val_loss: 0.0311933 | Time: 3892.41 ms [2021-01-21 07:44:50 main:574] : INFO : Epoch 1849 | loss: 0.0311894 | val_loss: 0.0311913 | Time: 3488.69 ms [2021-01-21 07:44:54 main:574] : INFO : Epoch 1850 | loss: 0.03119 | val_loss: 0.0311962 | Time: 3855.9 ms [2021-01-21 07:44:57 main:574] : INFO : Epoch 1851 | loss: 0.0311889 | val_loss: 0.0311898 | Time: 3568.9 ms [2021-01-21 07:45:02 main:574] : INFO : Epoch 1852 | loss: 0.0311881 | val_loss: 0.0312038 | Time: 4119.28 ms [2021-01-21 07:45:05 main:574] : INFO : Epoch 1853 | loss: 0.0311925 | val_loss: 0.0312005 | Time: 3707.46 ms [2021-01-21 07:45:09 main:574] : INFO : Epoch 1854 | loss: 0.0311915 | val_loss: 0.0312 | Time: 3871.73 ms [2021-01-21 07:45:13 main:574] : INFO : Epoch 1855 | loss: 0.0311881 | val_loss: 0.0311918 | Time: 3724.09 ms [2021-01-21 07:45:17 main:574] : INFO : Epoch 1856 | loss: 0.031188 | val_loss: 0.031189 | Time: 3758.8 ms [2021-01-21 07:45:21 main:574] : INFO : Epoch 1857 | loss: 0.0311882 | val_loss: 0.0311964 | Time: 3785.28 ms [2021-01-21 07:45:25 main:574] : INFO : Epoch 1858 | loss: 0.0311898 | val_loss: 0.0311886 | Time: 3528.86 ms [2021-01-21 07:45:29 main:574] : INFO : Epoch 1859 | loss: 0.0311902 | val_loss: 0.0312027 | Time: 3899.39 ms [2021-01-21 07:45:32 main:574] : INFO : Epoch 1860 | loss: 0.0312066 | val_loss: 0.0312043 | Time: 3464.64 ms [2021-01-21 07:45:36 main:574] : INFO : Epoch 1861 | loss: 0.0312046 | val_loss: 0.0312022 | Time: 3688.67 ms [2021-01-21 07:45:40 main:574] : INFO : Epoch 1862 | loss: 0.0312033 | val_loss: 0.031209 | Time: 3531.1 ms [2021-01-21 07:45:44 main:574] : INFO : Epoch 1863 | loss: 0.0312238 | val_loss: 0.031225 | Time: 3913.68 ms [2021-01-21 07:45:48 main:574] : INFO : Epoch 1864 | loss: 0.0312174 | val_loss: 0.0312058 | Time: 3458.9 ms [2021-01-21 07:45:52 main:574] : INFO : Epoch 1865 | loss: 0.0312052 | val_loss: 0.0312074 | Time: 3940.49 ms [2021-01-21 07:45:56 main:574] : INFO : Epoch 1866 | loss: 0.0312043 | val_loss: 0.0312019 | Time: 3878.3 ms [2021-01-21 07:45:59 main:574] : INFO : Epoch 1867 | loss: 0.0312026 | val_loss: 0.0311991 | Time: 3723.34 ms [2021-01-21 07:46:03 main:574] : INFO : Epoch 1868 | loss: 0.0311995 | val_loss: 0.0311985 | Time: 3907.41 ms [2021-01-21 07:46:07 main:574] : INFO : Epoch 1869 | loss: 0.0311988 | val_loss: 0.0312002 | Time: 3523.56 ms [2021-01-21 07:46:11 main:574] : INFO : Epoch 1870 | loss: 0.0312002 | val_loss: 0.0312021 | Time: 3629.85 ms [2021-01-21 07:46:15 main:574] : INFO : Epoch 1871 | loss: 0.031199 | val_loss: 0.0311996 | Time: 3578.37 ms [2021-01-21 07:46:19 main:574] : INFO : Epoch 1872 | loss: 0.0311989 | val_loss: 0.0311984 | Time: 3945.71 ms [2021-01-21 07:46:22 main:574] : INFO : Epoch 1873 | loss: 0.0311984 | val_loss: 0.0311978 | Time: 3605.18 ms [2021-01-21 07:46:26 main:574] : INFO : Epoch 1874 | loss: 0.0311981 | val_loss: 0.0311989 | Time: 3810.65 ms [2021-01-21 07:46:30 main:574] : INFO : Epoch 1875 | loss: 0.031198 | val_loss: 0.0311972 | Time: 3431.09 ms [2021-01-21 07:46:33 main:574] : INFO : Epoch 1876 | loss: 0.0311974 | val_loss: 0.0312058 | Time: 3483.28 ms [2021-01-21 07:46:37 main:574] : INFO : Epoch 1877 | loss: 0.0312015 | val_loss: 0.0312069 | Time: 3557.61 ms [2021-01-21 07:46:41 main:574] : INFO : Epoch 1878 | loss: 0.0312015 | val_loss: 0.0311991 | Time: 3464.16 ms [2021-01-21 07:46:44 main:574] : INFO : Epoch 1879 | loss: 0.031203 | val_loss: 0.0311986 | Time: 3565.26 ms [2021-01-21 07:46:48 main:574] : INFO : Epoch 1880 | loss: 0.0311989 | val_loss: 0.0311987 | Time: 3786.82 ms [2021-01-21 07:46:52 main:574] : INFO : Epoch 1881 | loss: 0.0311973 | val_loss: 0.0311972 | Time: 4104.49 ms [2021-01-21 07:46:56 main:574] : INFO : Epoch 1882 | loss: 0.0311977 | val_loss: 0.0311983 | Time: 3764.56 ms [2021-01-21 07:47:00 main:574] : INFO : Epoch 1883 | loss: 0.031197 | val_loss: 0.0311975 | Time: 3468.37 ms [2021-01-21 07:47:04 main:574] : INFO : Epoch 1884 | loss: 0.0311994 | val_loss: 0.0312019 | Time: 3694.32 ms [2021-01-21 07:47:08 main:574] : INFO : Epoch 1885 | loss: 0.0311972 | val_loss: 0.0311976 | Time: 3905.63 ms [2021-01-21 07:47:11 main:574] : INFO : Epoch 1886 | loss: 0.031198 | val_loss: 0.0311991 | Time: 3494.29 ms [2021-01-21 07:47:15 main:574] : INFO : Epoch 1887 | loss: 0.0311991 | val_loss: 0.0312032 | Time: 3856.17 ms [2021-01-21 07:47:19 main:574] : INFO : Epoch 1888 | loss: 0.0312006 | val_loss: 0.0312067 | Time: 3459.13 ms [2021-01-21 07:47:23 main:574] : INFO : Epoch 1889 | loss: 0.0311992 | val_loss: 0.0311985 | Time: 4032.62 ms [2021-01-21 07:47:27 main:574] : INFO : Epoch 1890 | loss: 0.0311968 | val_loss: 0.0312018 | Time: 3998.99 ms [2021-01-21 07:47:31 main:574] : INFO : Epoch 1891 | loss: 0.031197 | val_loss: 0.0311966 | Time: 3882.7 ms [2021-01-21 07:47:35 main:574] : INFO : Epoch 1892 | loss: 0.0311962 | val_loss: 0.0312008 | Time: 3862.51 ms [2021-01-21 07:47:39 main:574] : INFO : Epoch 1893 | loss: 0.0311986 | val_loss: 0.031202 | Time: 3564.68 ms [2021-01-21 07:47:42 main:574] : INFO : Epoch 1894 | loss: 0.0311968 | val_loss: 0.0311993 | Time: 3418.3 ms [2021-01-21 07:47:46 main:574] : INFO : Epoch 1895 | loss: 0.0311976 | val_loss: 0.0312009 | Time: 3456.25 ms [2021-01-21 07:47:50 main:574] : INFO : Epoch 1896 | loss: 0.0312038 | val_loss: 0.031197 | Time: 3725.48 ms [2021-01-21 07:47:54 main:574] : INFO : Epoch 1897 | loss: 0.0311966 | val_loss: 0.0311986 | Time: 3539.55 ms [2021-01-21 07:47:57 main:574] : INFO : Epoch 1898 | loss: 0.0311974 | val_loss: 0.0312047 | Time: 3684.55 ms [2021-01-21 07:48:01 main:574] : INFO : Epoch 1899 | loss: 0.0311987 | val_loss: 0.031198 | Time: 3578.48 ms [2021-01-21 07:48:05 main:574] : INFO : Epoch 1900 | loss: 0.031197 | val_loss: 0.0311979 | Time: 3891.83 ms [2021-01-21 07:48:09 main:574] : INFO : Epoch 1901 | loss: 0.0311955 | val_loss: 0.0311973 | Time: 3575.6 ms [2021-01-21 07:48:13 main:574] : INFO : Epoch 1902 | loss: 0.0311961 | val_loss: 0.0311967 | Time: 3800.04 ms [2021-01-21 07:48:17 main:574] : INFO : Epoch 1903 | loss: 0.0312005 | val_loss: 0.0311995 | Time: 3667.67 ms [2021-01-21 07:48:20 main:574] : INFO : Epoch 1904 | loss: 0.0312017 | val_loss: 0.0311967 | Time: 3779.36 ms [2021-01-21 07:48:24 main:574] : INFO : Epoch 1905 | loss: 0.0311977 | val_loss: 0.0312001 | Time: 3490.81 ms [2021-01-21 07:48:28 main:574] : INFO : Epoch 1906 | loss: 0.0311974 | val_loss: 0.0311973 | Time: 4034.26 ms [2021-01-21 07:48:32 main:574] : INFO : Epoch 1907 | loss: 0.0311971 | val_loss: 0.0311999 | Time: 3589.55 ms [2021-01-21 07:48:36 main:574] : INFO : Epoch 1908 | loss: 0.031199 | val_loss: 0.0311992 | Time: 3825.04 ms [2021-01-21 07:48:40 main:574] : INFO : Epoch 1909 | loss: 0.0311951 | val_loss: 0.0311985 | Time: 3568.51 ms [2021-01-21 07:48:44 main:574] : INFO : Epoch 1910 | loss: 0.0311947 | val_loss: 0.031198 | Time: 3936.66 ms [2021-01-21 07:48:47 main:574] : INFO : Epoch 1911 | loss: 0.0311948 | val_loss: 0.0311967 | Time: 3439.52 ms [2021-01-21 07:48:51 main:574] : INFO : Epoch 1912 | loss: 0.0311955 | val_loss: 0.0311968 | Time: 3678.26 ms [2021-01-21 07:48:55 main:574] : INFO : Epoch 1913 | loss: 0.0312031 | val_loss: 0.031197 | Time: 3886.15 ms [2021-01-21 07:48:59 main:574] : INFO : Epoch 1914 | loss: 0.0312044 | val_loss: 0.0311973 | Time: 3736.6 ms [2021-01-21 07:49:03 main:574] : INFO : Epoch 1915 | loss: 0.0311967 | val_loss: 0.0311974 | Time: 3855 ms [2021-01-21 07:49:07 main:574] : INFO : Epoch 1916 | loss: 0.0311957 | val_loss: 0.0311974 | Time: 3665.01 ms [2021-01-21 07:49:10 main:574] : INFO : Epoch 1917 | loss: 0.0311958 | val_loss: 0.0311972 | Time: 3561.33 ms [2021-01-21 07:49:14 main:574] : INFO : Epoch 1918 | loss: 0.0311969 | val_loss: 0.0312041 | Time: 3890.58 ms [2021-01-21 07:49:18 main:574] : INFO : Epoch 1919 | loss: 0.0311999 | val_loss: 0.0312012 | Time: 3416.72 ms [2021-01-21 07:49:22 main:574] : INFO : Epoch 1920 | loss: 0.0311977 | val_loss: 0.0311977 | Time: 3976.73 ms [2021-01-21 07:49:26 main:574] : INFO : Epoch 1921 | loss: 0.0311944 | val_loss: 0.0311973 | Time: 3656.18 ms [2021-01-21 07:49:30 main:574] : INFO : Epoch 1922 | loss: 0.0311947 | val_loss: 0.0311965 | Time: 3588.51 ms [2021-01-21 07:49:33 main:574] : INFO : Epoch 1923 | loss: 0.0311948 | val_loss: 0.0311972 | Time: 3511.72 ms [2021-01-21 07:49:37 main:574] : INFO : Epoch 1924 | loss: 0.0311946 | val_loss: 0.0311978 | Time: 3599.38 ms [2021-01-21 07:49:41 main:574] : INFO : Epoch 1925 | loss: 0.0311945 | val_loss: 0.0311982 | Time: 3805.36 ms [2021-01-21 07:49:44 main:574] : INFO : Epoch 1926 | loss: 0.0311952 | val_loss: 0.0311971 | Time: 3608.97 ms [2021-01-21 07:49:48 main:574] : INFO : Epoch 1927 | loss: 0.0311953 | val_loss: 0.0311964 | Time: 3551.29 ms [2021-01-21 07:49:52 main:574] : INFO : Epoch 1928 | loss: 0.0311951 | val_loss: 0.0311962 | Time: 3788.15 ms [2021-01-21 07:49:56 main:574] : INFO : Epoch 1929 | loss: 0.0311964 | val_loss: 0.0311973 | Time: 3928.8 ms [2021-01-21 07:50:00 main:574] : INFO : Epoch 1930 | loss: 0.0311958 | val_loss: 0.0311987 | Time: 3476.4 ms [2021-01-21 07:50:03 main:574] : INFO : Epoch 1931 | loss: 0.0311967 | val_loss: 0.0311961 | Time: 3589.69 ms [2021-01-21 07:50:07 main:574] : INFO : Epoch 1932 | loss: 0.0311937 | val_loss: 0.0311962 | Time: 3489.59 ms [2021-01-21 07:50:11 main:574] : INFO : Epoch 1933 | loss: 0.0311946 | val_loss: 0.0311958 | Time: 3810.12 ms [2021-01-21 07:50:15 main:574] : INFO : Epoch 1934 | loss: 0.0311958 | val_loss: 0.0311964 | Time: 3657.04 ms [2021-01-21 07:50:19 main:574] : INFO : Epoch 1935 | loss: 0.0311941 | val_loss: 0.0311963 | Time: 3999.06 ms [2021-01-21 07:50:23 main:574] : INFO : Epoch 1936 | loss: 0.0311937 | val_loss: 0.031196 | Time: 3535.33 ms [2021-01-21 07:50:26 main:574] : INFO : Epoch 1937 | loss: 0.0311947 | val_loss: 0.0311966 | Time: 3643.55 ms [2021-01-21 07:50:30 main:574] : INFO : Epoch 1938 | loss: 0.0312019 | val_loss: 0.0311958 | Time: 3470.42 ms [2021-01-21 07:50:33 main:574] : INFO : Epoch 1939 | loss: 0.0311944 | val_loss: 0.0312028 | Time: 3503.47 ms [2021-01-21 07:50:37 main:574] : INFO : Epoch 1940 | loss: 0.0311955 | val_loss: 0.0311961 | Time: 3810.66 ms [2021-01-21 07:50:41 main:574] : INFO : Epoch 1941 | loss: 0.0311955 | val_loss: 0.0311977 | Time: 3858.58 ms [2021-01-21 07:50:45 main:574] : INFO : Epoch 1942 | loss: 0.0311956 | val_loss: 0.0312032 | Time: 3793.35 ms [2021-01-21 07:50:49 main:574] : INFO : Epoch 1943 | loss: 0.0311955 | val_loss: 0.0311968 | Time: 3643.75 ms [2021-01-21 07:50:53 main:574] : INFO : Epoch 1944 | loss: 0.0311941 | val_loss: 0.0311959 | Time: 3505.39 ms [2021-01-21 07:50:56 main:574] : INFO : Epoch 1945 | loss: 0.0311938 | val_loss: 0.0311986 | Time: 3457.98 ms [2021-01-21 07:51:00 main:574] : INFO : Epoch 1946 | loss: 0.0311931 | val_loss: 0.0311973 | Time: 3530.33 ms [2021-01-21 07:51:04 main:574] : INFO : Epoch 1947 | loss: 0.0311938 | val_loss: 0.0311987 | Time: 3514.04 ms [2021-01-21 07:51:07 main:574] : INFO : Epoch 1948 | loss: 0.0311933 | val_loss: 0.0311963 | Time: 3540.56 ms [2021-01-21 07:51:11 main:574] : INFO : Epoch 1949 | loss: 0.0311951 | val_loss: 0.0312013 | Time: 3538.1 ms [2021-01-21 07:51:15 main:574] : INFO : Epoch 1950 | loss: 0.0311977 | val_loss: 0.0311993 | Time: 3708.8 ms [2021-01-21 07:51:19 main:574] : INFO : Epoch 1951 | loss: 0.0311947 | val_loss: 0.0311958 | Time: 3956.23 ms [2021-01-21 07:51:23 main:574] : INFO : Epoch 1952 | loss: 0.0311935 | val_loss: 0.031199 | Time: 3983.55 ms [2021-01-21 07:51:27 main:574] : INFO : Epoch 1953 | loss: 0.0311937 | val_loss: 0.0311961 | Time: 3524.55 ms [2021-01-21 07:51:31 main:574] : INFO : Epoch 1954 | loss: 0.0311941 | val_loss: 0.031198 | Time: 3803.71 ms [2021-01-21 07:51:35 main:574] : INFO : Epoch 1955 | loss: 0.0311938 | val_loss: 0.0311959 | Time: 3844.26 ms [2021-01-21 07:51:39 main:574] : INFO : Epoch 1956 | loss: 0.0311938 | val_loss: 0.031198 | Time: 3911.05 ms [2021-01-21 07:51:43 main:574] : INFO : Epoch 1957 | loss: 0.0311934 | val_loss: 0.0311971 | Time: 3928.78 ms [2021-01-21 07:51:47 main:574] : INFO : Epoch 1958 | loss: 0.0311933 | val_loss: 0.0311991 | Time: 3851.51 ms [2021-01-21 07:51:51 main:574] : INFO : Epoch 1959 | loss: 0.031192 | val_loss: 0.0311961 | Time: 3833 ms [2021-01-21 07:51:55 main:574] : INFO : Epoch 1960 | loss: 0.0311936 | val_loss: 0.0311961 | Time: 3953.96 ms [2021-01-21 07:51:59 main:574] : INFO : Epoch 1961 | loss: 0.0311969 | val_loss: 0.0312144 | Time: 3863.93 ms [2021-01-21 07:52:02 main:574] : INFO : Epoch 1962 | loss: 0.0311963 | val_loss: 0.0312007 | Time: 3506.94 ms [2021-01-21 07:52:06 main:574] : INFO : Epoch 1963 | loss: 0.0311957 | val_loss: 0.0312001 | Time: 3994.16 ms [2021-01-21 07:52:10 main:574] : INFO : Epoch 1964 | loss: 0.0311944 | val_loss: 0.031196 | Time: 3813.59 ms [2021-01-21 07:52:14 main:574] : INFO : Epoch 1965 | loss: 0.0311932 | val_loss: 0.0311963 | Time: 3830.55 ms [2021-01-21 07:52:18 main:574] : INFO : Epoch 1966 | loss: 0.0311923 | val_loss: 0.0311968 | Time: 3520.79 ms [2021-01-21 07:52:22 main:574] : INFO : Epoch 1967 | loss: 0.0311924 | val_loss: 0.031202 | Time: 3813.05 ms [2021-01-21 07:52:26 main:574] : INFO : Epoch 1968 | loss: 0.0311931 | val_loss: 0.0311967 | Time: 3862.89 ms [2021-01-21 07:52:30 main:574] : INFO : Epoch 1969 | loss: 0.0311931 | val_loss: 0.0311961 | Time: 3923.76 ms [2021-01-21 07:52:34 main:574] : INFO : Epoch 1970 | loss: 0.0311936 | val_loss: 0.0311966 | Time: 3652.36 ms [2021-01-21 07:52:37 main:574] : INFO : Epoch 1971 | loss: 0.0311929 | val_loss: 0.0311965 | Time: 3561.15 ms [2021-01-21 07:52:41 main:574] : INFO : Epoch 1972 | loss: 0.031192 | val_loss: 0.0311956 | Time: 3779.64 ms [2021-01-21 07:52:46 main:574] : INFO : Epoch 1973 | loss: 0.0311918 | val_loss: 0.0311959 | Time: 4015.68 ms [2021-01-21 07:52:50 main:574] : INFO : Epoch 1974 | loss: 0.0311945 | val_loss: 0.0311967 | Time: 4065.16 ms [2021-01-21 07:52:53 main:574] : INFO : Epoch 1975 | loss: 0.0311951 | val_loss: 0.0311988 | Time: 3583.85 ms [2021-01-21 07:52:57 main:574] : INFO : Epoch 1976 | loss: 0.0311954 | val_loss: 0.031196 | Time: 3903.48 ms [2021-01-21 07:53:01 main:574] : INFO : Epoch 1977 | loss: 0.0311921 | val_loss: 0.0311956 | Time: 3678.52 ms [2021-01-21 07:53:05 main:574] : INFO : Epoch 1978 | loss: 0.0311937 | val_loss: 0.0311962 | Time: 3828.87 ms [2021-01-21 07:53:09 main:574] : INFO : Epoch 1979 | loss: 0.0311966 | val_loss: 0.0311967 | Time: 3816.29 ms [2021-01-21 07:53:13 main:574] : INFO : Epoch 1980 | loss: 0.0311941 | val_loss: 0.0311944 | Time: 3807.89 ms [2021-01-21 07:53:17 main:574] : INFO : Epoch 1981 | loss: 0.0311975 | val_loss: 0.0311943 | Time: 3948.92 ms [2021-01-21 07:53:21 main:574] : INFO : Epoch 1982 | loss: 0.0311941 | val_loss: 0.0311981 | Time: 3633.42 ms [2021-01-21 07:53:25 main:574] : INFO : Epoch 1983 | loss: 0.0311932 | val_loss: 0.031199 | Time: 3661.97 ms [2021-01-21 07:53:29 main:574] : INFO : Epoch 1984 | loss: 0.0311925 | val_loss: 0.0311941 | Time: 3704.92 ms [2021-01-21 07:53:32 main:574] : INFO : Epoch 1985 | loss: 0.0311927 | val_loss: 0.0311935 | Time: 3615.9 ms [2021-01-21 07:53:36 main:574] : INFO : Epoch 1986 | loss: 0.0311956 | val_loss: 0.0312039 | Time: 3403.49 ms [2021-01-21 07:53:39 main:574] : INFO : Epoch 1987 | loss: 0.0311944 | val_loss: 0.0311939 | Time: 3456.94 ms [2021-01-21 07:53:43 main:574] : INFO : Epoch 1988 | loss: 0.0311919 | val_loss: 0.0311944 | Time: 3977.61 ms [2021-01-21 07:53:47 main:574] : INFO : Epoch 1989 | loss: 0.0311914 | val_loss: 0.0311983 | Time: 3881.9 ms [2021-01-21 07:53:51 main:574] : INFO : Epoch 1990 | loss: 0.0311944 | val_loss: 0.0312031 | Time: 3673.67 ms [2021-01-21 07:53:55 main:574] : INFO : Epoch 1991 | loss: 0.0311921 | val_loss: 0.0311979 | Time: 3874.54 ms [2021-01-21 07:53:59 main:574] : INFO : Epoch 1992 | loss: 0.0311934 | val_loss: 0.0311989 | Time: 4053.38 ms [2021-01-21 07:54:03 main:574] : INFO : Epoch 1993 | loss: 0.0311921 | val_loss: 0.0311953 | Time: 3616.72 ms [2021-01-21 07:54:07 main:574] : INFO : Epoch 1994 | loss: 0.0311946 | val_loss: 0.031208 | Time: 3503.35 ms [2021-01-21 07:54:10 main:574] : INFO : Epoch 1995 | loss: 0.0311958 | val_loss: 0.031194 | Time: 3452.6 ms [2021-01-21 07:54:14 main:574] : INFO : Epoch 1996 | loss: 0.0311916 | val_loss: 0.0311945 | Time: 3735.5 ms [2021-01-21 07:54:18 main:574] : INFO : Epoch 1997 | loss: 0.0311914 | val_loss: 0.0311962 | Time: 3515.07 ms [2021-01-21 07:54:21 main:574] : INFO : Epoch 1998 | loss: 0.0311955 | val_loss: 0.0311959 | Time: 3595.3 ms [2021-01-21 07:54:25 main:574] : INFO : Epoch 1999 | loss: 0.031192 | val_loss: 0.0311945 | Time: 3746.26 ms [2021-01-21 07:54:30 main:574] : INFO : Epoch 2000 | loss: 0.0311912 | val_loss: 0.0311929 | Time: 4000.82 ms [2021-01-21 07:54:33 main:574] : INFO : Epoch 2001 | loss: 0.0311902 | val_loss: 0.0311934 | Time: 3541.25 ms [2021-01-21 07:54:37 main:574] : INFO : Epoch 2002 | loss: 0.0311905 | val_loss: 0.0311938 | Time: 3891.15 ms [2021-01-21 07:54:41 main:574] : INFO : Epoch 2003 | loss: 0.0311917 | val_loss: 0.0311922 | Time: 3510.83 ms [2021-01-21 07:54:45 main:574] : INFO : Epoch 2004 | loss: 0.0311912 | val_loss: 0.0311978 | Time: 3606.19 ms [2021-01-21 07:54:49 main:574] : INFO : Epoch 2005 | loss: 0.0311912 | val_loss: 0.0311937 | Time: 3999.8 ms [2021-01-21 07:54:53 main:574] : INFO : Epoch 2006 | loss: 0.031191 | val_loss: 0.0311968 | Time: 3680.02 ms [2021-01-21 07:54:57 main:574] : INFO : Epoch 2007 | loss: 0.0311939 | val_loss: 0.0312014 | Time: 3915.02 ms [2021-01-21 07:55:00 main:574] : INFO : Epoch 2008 | loss: 0.031194 | val_loss: 0.0311967 | Time: 3541.31 ms [2021-01-21 07:55:04 main:574] : INFO : Epoch 2009 | loss: 0.0311927 | val_loss: 0.031197 | Time: 3446.12 ms [2021-01-21 07:55:08 main:574] : INFO : Epoch 2010 | loss: 0.0311933 | val_loss: 0.031192 | Time: 3693.22 ms [2021-01-21 07:55:12 main:574] : INFO : Epoch 2011 | loss: 0.0311911 | val_loss: 0.0311929 | Time: 3892.73 ms [2021-01-21 07:55:15 main:574] : INFO : Epoch 2012 | loss: 0.0311908 | val_loss: 0.0311912 | Time: 3398.67 ms [2021-01-21 07:55:19 main:574] : INFO : Epoch 2013 | loss: 0.0311894 | val_loss: 0.0311949 | Time: 3902.08 ms [2021-01-21 07:55:23 main:574] : INFO : Epoch 2014 | loss: 0.031192 | val_loss: 0.031191 | Time: 3426.05 ms [2021-01-21 07:55:27 main:574] : INFO : Epoch 2015 | loss: 0.0311885 | val_loss: 0.0311948 | Time: 3585.41 ms [2021-01-21 07:55:31 main:574] : INFO : Epoch 2016 | loss: 0.0311901 | val_loss: 0.0311958 | Time: 3958.54 ms [2021-01-21 07:55:35 main:574] : INFO : Epoch 2017 | loss: 0.0311902 | val_loss: 0.0311957 | Time: 3808.78 ms [2021-01-21 07:55:39 main:574] : INFO : Epoch 2018 | loss: 0.03119 | val_loss: 0.0311926 | Time: 3902.98 ms [2021-01-21 07:55:43 main:574] : INFO : Epoch 2019 | loss: 0.0311882 | val_loss: 0.0311942 | Time: 3979.1 ms [2021-01-21 07:55:47 main:574] : INFO : Epoch 2020 | loss: 0.0311884 | val_loss: 0.0311928 | Time: 3707.67 ms [2021-01-21 07:55:50 main:574] : INFO : Epoch 2021 | loss: 0.0311901 | val_loss: 0.0311952 | Time: 3772.72 ms [2021-01-21 07:55:54 main:574] : INFO : Epoch 2022 | loss: 0.0311903 | val_loss: 0.0311963 | Time: 3444.36 ms [2021-01-21 07:55:58 main:574] : INFO : Epoch 2023 | loss: 0.0311891 | val_loss: 0.0311924 | Time: 3490.12 ms [2021-01-21 07:56:02 main:574] : INFO : Epoch 2024 | loss: 0.0311867 | val_loss: 0.0311928 | Time: 4022.51 ms [2021-01-21 07:56:06 main:574] : INFO : Epoch 2025 | loss: 0.0311859 | val_loss: 0.0311923 | Time: 3861.58 ms [2021-01-21 07:56:09 main:574] : INFO : Epoch 2026 | loss: 0.0311872 | val_loss: 0.0311931 | Time: 3586.91 ms [2021-01-21 07:56:13 main:574] : INFO : Epoch 2027 | loss: 0.0311874 | val_loss: 0.0311937 | Time: 3579.96 ms [2021-01-21 07:56:17 main:574] : INFO : Epoch 2028 | loss: 0.0311875 | val_loss: 0.0311925 | Time: 3490.95 ms [2021-01-21 07:56:20 main:574] : INFO : Epoch 2029 | loss: 0.0311884 | val_loss: 0.0312017 | Time: 3671.05 ms [2021-01-21 07:56:25 main:574] : INFO : Epoch 2030 | loss: 0.0311948 | val_loss: 0.0312079 | Time: 3986.58 ms [2021-01-21 07:56:28 main:574] : INFO : Epoch 2031 | loss: 0.0311971 | val_loss: 0.031191 | Time: 3551.05 ms [2021-01-21 07:56:32 main:574] : INFO : Epoch 2032 | loss: 0.0311944 | val_loss: 0.0311972 | Time: 3491.54 ms [2021-01-21 07:56:36 main:574] : INFO : Epoch 2033 | loss: 0.0311889 | val_loss: 0.0311931 | Time: 3498.8 ms [2021-01-21 07:56:40 main:574] : INFO : Epoch 2034 | loss: 0.0311879 | val_loss: 0.0311913 | Time: 3901.65 ms [2021-01-21 07:56:43 main:574] : INFO : Epoch 2035 | loss: 0.0311862 | val_loss: 0.0311931 | Time: 3442.04 ms [2021-01-21 07:56:47 main:574] : INFO : Epoch 2036 | loss: 0.0311863 | val_loss: 0.031194 | Time: 3746.85 ms [2021-01-21 07:56:51 main:574] : INFO : Epoch 2037 | loss: 0.0311873 | val_loss: 0.031192 | Time: 3939.37 ms [2021-01-21 07:56:55 main:574] : INFO : Epoch 2038 | loss: 0.0311858 | val_loss: 0.0311927 | Time: 3956.93 ms [2021-01-21 07:56:59 main:574] : INFO : Epoch 2039 | loss: 0.0311898 | val_loss: 0.0311904 | Time: 3874.85 ms [2021-01-21 07:57:03 main:574] : INFO : Epoch 2040 | loss: 0.0311929 | val_loss: 0.0312019 | Time: 3737.98 ms [2021-01-21 07:57:07 main:574] : INFO : Epoch 2041 | loss: 0.0311897 | val_loss: 0.0311907 | Time: 4079.14 ms [2021-01-21 07:57:11 main:574] : INFO : Epoch 2042 | loss: 0.0311858 | val_loss: 0.031193 | Time: 3925.26 ms [2021-01-21 07:57:16 main:574] : INFO : Epoch 2043 | loss: 0.0311924 | val_loss: 0.0311988 | Time: 3895.67 ms [2021-01-21 07:57:19 main:574] : INFO : Epoch 2044 | loss: 0.0311914 | val_loss: 0.0311918 | Time: 3645.79 ms [2021-01-21 07:57:23 main:574] : INFO : Epoch 2045 | loss: 0.0311897 | val_loss: 0.0311896 | Time: 3858.25 ms [2021-01-21 07:57:27 main:574] : INFO : Epoch 2046 | loss: 0.0311889 | val_loss: 0.0311921 | Time: 3997.99 ms [2021-01-21 07:57:31 main:574] : INFO : Epoch 2047 | loss: 0.0311902 | val_loss: 0.0311953 | Time: 3528.14 ms [2021-01-21 07:57:35 main:574] : INFO : Epoch 2048 | loss: 0.0311905 | val_loss: 0.031191 | Time: 3686.18 ms [2021-01-21 07:57:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031191 [2021-01-21 07:57:35 main:603] : INFO : Saving end state to config to file [2021-01-21 07:57:35 main:608] : INFO : Success, exiting.. 07:57:36 (2612): 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)