Task 10823042
| Name | ParityModified-1639953572-10033-2-0_0 |
| Workunit | 8132704 |
| Created | 16 Jan 2022, 15:37:21 UTC |
| Sent | 3 Feb 2022, 0:25:21 UTC |
| Report deadline | 11 Feb 2022, 0:25:21 UTC |
| Received | 3 Feb 2022, 20:15:38 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12510 |
| Run time | 2 hours 13 min 38 sec |
| CPU time | 2 hours 8 min 14 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 11,344.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.69 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311678 | val_loss: 0.0311737 | Time: 3795.39 ms
[2022-02-03 14:37:13 main:574] : INFO : Epoch 1543 | loss: 0.0311702 | val_loss: 0.0311716 | Time: 3770.18 ms
[2022-02-03 14:37:17 main:574] : INFO : Epoch 1544 | loss: 0.0311677 | val_loss: 0.0311704 | Time: 3800.82 ms
[2022-02-03 14:37:21 main:574] : INFO : Epoch 1545 | loss: 0.0311692 | val_loss: 0.0311721 | Time: 3791.23 ms
[2022-02-03 14:37:24 main:574] : INFO : Epoch 1546 | loss: 0.0311672 | val_loss: 0.0311701 | Time: 3776.95 ms
[2022-02-03 14:37:28 main:574] : INFO : Epoch 1547 | loss: 0.0311692 | val_loss: 0.0311741 | Time: 3801.75 ms
[2022-02-03 14:37:32 main:574] : INFO : Epoch 1548 | loss: 0.0311679 | val_loss: 0.03117 | Time: 3802.9 ms
[2022-02-03 14:37:36 main:574] : INFO : Epoch 1549 | loss: 0.0311674 | val_loss: 0.0311692 | Time: 3784.23 ms
[2022-02-03 14:37:40 main:574] : INFO : Epoch 1550 | loss: 0.0311674 | val_loss: 0.0311732 | Time: 3856.14 ms
[2022-02-03 14:37:44 main:574] : INFO : Epoch 1551 | loss: 0.0311691 | val_loss: 0.0311702 | Time: 3887.33 ms
[2022-02-03 14:37:48 main:574] : INFO : Epoch 1552 | loss: 0.0311671 | val_loss: 0.0311726 | Time: 3854.93 ms
[2022-02-03 14:37:51 main:574] : INFO : Epoch 1553 | loss: 0.0311706 | val_loss: 0.0311735 | Time: 3752.34 ms
[2022-02-03 14:37:55 main:574] : INFO : Epoch 1554 | loss: 0.0311718 | val_loss: 0.0311756 | Time: 3878.08 ms
[2022-02-03 14:37:59 main:574] : INFO : Epoch 1555 | loss: 0.0311693 | val_loss: 0.0311724 | Time: 3868.2 ms
[2022-02-03 14:38:03 main:574] : INFO : Epoch 1556 | loss: 0.0311695 | val_loss: 0.0311712 | Time: 3775.46 ms
[2022-02-03 14:38:07 main:574] : INFO : Epoch 1557 | loss: 0.0311836 | val_loss: 0.0312497 | Time: 3896.53 ms
[2022-02-03 14:38:11 main:574] : INFO : Epoch 1558 | loss: 0.0446303 | val_loss: 0.034472 | Time: 3866.11 ms
[2022-02-03 14:38:15 main:574] : INFO : Epoch 1559 | loss: 0.0546496 | val_loss: 0.0448183 | Time: 3930.81 ms
[2022-02-03 14:38:19 main:574] : INFO : Epoch 1560 | loss: 0.0372243 | val_loss: 0.0332932 | Time: 3848.97 ms
[2022-02-03 14:38:23 main:574] : INFO : Epoch 1561 | loss: 0.0322651 | val_loss: 0.0318312 | Time: 3787.14 ms
[2022-02-03 14:38:27 main:574] : INFO : Epoch 1562 | loss: 0.0314096 | val_loss: 0.0313014 | Time: 3790.51 ms
[2022-02-03 14:38:30 main:574] : INFO : Epoch 1563 | loss: 0.0312739 | val_loss: 0.0312514 | Time: 3785.24 ms
[2022-02-03 14:38:34 main:574] : INFO : Epoch 1564 | loss: 0.0312389 | val_loss: 0.0312301 | Time: 3765.67 ms
[2022-02-03 14:38:38 main:574] : INFO : Epoch 1565 | loss: 0.0312268 | val_loss: 0.0312223 | Time: 3766.75 ms
[2022-02-03 14:38:42 main:574] : INFO : Epoch 1566 | loss: 0.0312188 | val_loss: 0.0312144 | Time: 3778.2 ms
[2022-02-03 14:38:46 main:574] : INFO : Epoch 1567 | loss: 0.0312126 | val_loss: 0.0312085 | Time: 3816.08 ms
[2022-02-03 14:38:50 main:574] : INFO : Epoch 1568 | loss: 0.0312082 | val_loss: 0.0312046 | Time: 3902.42 ms
[2022-02-03 14:38:54 main:574] : INFO : Epoch 1569 | loss: 0.0312054 | val_loss: 0.0312023 | Time: 3863.42 ms
[2022-02-03 14:38:57 main:574] : INFO : Epoch 1570 | loss: 0.0312039 | val_loss: 0.0312012 | Time: 3765.68 ms
[2022-02-03 14:39:01 main:574] : INFO : Epoch 1571 | loss: 0.0312027 | val_loss: 0.0311998 | Time: 3721.69 ms
[2022-02-03 14:39:05 main:574] : INFO : Epoch 1572 | loss: 0.0312016 | val_loss: 0.0311994 | Time: 3844.03 ms
[2022-02-03 14:39:09 main:574] : INFO : Epoch 1573 | loss: 0.0312006 | val_loss: 0.0311983 | Time: 3810.46 ms
[2022-02-03 14:39:13 main:574] : INFO : Epoch 1574 | loss: 0.0312001 | val_loss: 0.0311979 | Time: 3737.8 ms
[2022-02-03 14:39:17 main:574] : INFO : Epoch 1575 | loss: 0.0311994 | val_loss: 0.0311972 | Time: 3799.1 ms
[2022-02-03 14:39:20 main:574] : INFO : Epoch 1576 | loss: 0.031199 | val_loss: 0.0311969 | Time: 3915.39 ms
[2022-02-03 14:39:24 main:574] : INFO : Epoch 1577 | loss: 0.0311986 | val_loss: 0.0311964 | Time: 3792.55 ms
[2022-02-03 14:39:28 main:574] : INFO : Epoch 1578 | loss: 0.0311979 | val_loss: 0.0311961 | Time: 3796.17 ms
[2022-02-03 14:39:32 main:574] : INFO : Epoch 1579 | loss: 0.0311977 | val_loss: 0.031196 | Time: 3844.49 ms
[2022-02-03 14:39:36 main:574] : INFO : Epoch 1580 | loss: 0.0311974 | val_loss: 0.0311955 | Time: 3849.14 ms
[2022-02-03 14:39:40 main:574] : INFO : Epoch 1581 | loss: 0.0311965 | val_loss: 0.0311947 | Time: 3854.89 ms
[2022-02-03 14:39:44 main:574] : INFO : Epoch 1582 | loss: 0.0311964 | val_loss: 0.0311955 | Time: 3837.41 ms
[2022-02-03 14:39:48 main:574] : INFO : Epoch 1583 | loss: 0.031196 | val_loss: 0.0311945 | Time: 3891.39 ms
[2022-02-03 14:39:52 main:574] : INFO : Epoch 1584 | loss: 0.0311955 | val_loss: 0.0311942 | Time: 3808.57 ms
[2022-02-03 14:39:55 main:574] : INFO : Epoch 1585 | loss: 0.0311953 | val_loss: 0.0311939 | Time: 3785.41 ms
[2022-02-03 14:39:59 main:574] : INFO : Epoch 1586 | loss: 0.0311954 | val_loss: 0.0311937 | Time: 3844.52 ms
[2022-02-03 14:40:03 main:574] : INFO : Epoch 1587 | loss: 0.0311951 | val_loss: 0.0311935 | Time: 3871.78 ms
[2022-02-03 14:40:07 main:574] : INFO : Epoch 1588 | loss: 0.0311952 | val_loss: 0.031194 | Time: 3886.82 ms
[2022-02-03 14:40:11 main:574] : INFO : Epoch 1589 | loss: 0.0311945 | val_loss: 0.0311931 | Time: 3881.38 ms
[2022-02-03 14:40:15 main:574] : INFO : Epoch 1590 | loss: 0.0311943 | val_loss: 0.0311932 | Time: 3952.08 ms
[2022-02-03 14:40:19 main:574] : INFO : Epoch 1591 | loss: 0.0311943 | val_loss: 0.0311934 | Time: 3795.89 ms
[2022-02-03 14:40:23 main:574] : INFO : Epoch 1592 | loss: 0.0311944 | val_loss: 0.031193 | Time: 3872.87 ms
[2022-02-03 14:40:27 main:574] : INFO : Epoch 1593 | loss: 0.0311939 | val_loss: 0.0311927 | Time: 3787.52 ms
[2022-02-03 14:40:31 main:574] : INFO : Epoch 1594 | loss: 0.0311938 | val_loss: 0.0311926 | Time: 3834.73 ms
[2022-02-03 14:40:35 main:574] : INFO : Epoch 1595 | loss: 0.0311938 | val_loss: 0.0311926 | Time: 3823.09 ms
[2022-02-03 14:40:39 main:574] : INFO : Epoch 1596 | loss: 0.0311935 | val_loss: 0.0311923 | Time: 3919.7 ms
[2022-02-03 14:40:43 main:574] : INFO : Epoch 1597 | loss: 0.0311937 | val_loss: 0.0311928 | Time: 3887.34 ms
[2022-02-03 14:40:47 main:574] : INFO : Epoch 1598 | loss: 0.031194 | val_loss: 0.0311947 | Time: 3770.89 ms
[2022-02-03 14:40:50 main:574] : INFO : Epoch 1599 | loss: 0.0311935 | val_loss: 0.031192 | Time: 3823.65 ms
[2022-02-03 14:40:54 main:574] : INFO : Epoch 1600 | loss: 0.031193 | val_loss: 0.0311921 | Time: 3829.94 ms
[2022-02-03 14:40:58 main:574] : INFO : Epoch 1601 | loss: 0.0311929 | val_loss: 0.0311917 | Time: 3683.41 ms
[2022-02-03 14:41:02 main:574] : INFO : Epoch 1602 | loss: 0.0311926 | val_loss: 0.0311915 | Time: 3798.22 ms
[2022-02-03 14:41:06 main:574] : INFO : Epoch 1603 | loss: 0.0311925 | val_loss: 0.0311912 | Time: 3861.09 ms
[2022-02-03 14:41:10 main:574] : INFO : Epoch 1604 | loss: 0.0311921 | val_loss: 0.0311905 | Time: 3861.88 ms
[2022-02-03 14:41:13 main:574] : INFO : Epoch 1605 | loss: 0.0311916 | val_loss: 0.0311901 | Time: 3742.17 ms
[2022-02-03 14:41:17 main:574] : INFO : Epoch 1606 | loss: 0.0311913 | val_loss: 0.0311899 | Time: 3814.16 ms
[2022-02-03 14:41:21 main:574] : INFO : Epoch 1607 | loss: 0.0311909 | val_loss: 0.0311892 | Time: 3810.57 ms
[2022-02-03 14:41:25 main:574] : INFO : Epoch 1608 | loss: 0.0311908 | val_loss: 0.0311895 | Time: 3788.82 ms
[2022-02-03 14:41:29 main:574] : INFO : Epoch 1609 | loss: 0.0311911 | val_loss: 0.03119 | Time: 3726.78 ms
[2022-02-03 14:41:33 main:574] : INFO : Epoch 1610 | loss: 0.0311908 | val_loss: 0.0311888 | Time: 3791.06 ms
[2022-02-03 14:41:36 main:574] : INFO : Epoch 1611 | loss: 0.0311908 | val_loss: 0.0311891 | Time: 3802.7 ms
[2022-02-03 14:41:40 main:574] : INFO : Epoch 1612 | loss: 0.0311915 | val_loss: 0.0311893 | Time: 3839.14 ms
[2022-02-03 14:41:44 main:574] : INFO : Epoch 1613 | loss: 0.0311902 | val_loss: 0.0311885 | Time: 3827.9 ms
[2022-02-03 14:41:48 main:574] : INFO : Epoch 1614 | loss: 0.0311902 | val_loss: 0.0311884 | Time: 3746.42 ms
[2022-02-03 14:41:52 main:574] : INFO : Epoch 1615 | loss: 0.0311901 | val_loss: 0.0311882 | Time: 3493.24 ms
[2022-02-03 14:41:55 main:574] : INFO : Epoch 1616 | loss: 0.03119 | val_loss: 0.0311891 | Time: 3464.12 ms
[2022-02-03 14:41:59 main:574] : INFO : Epoch 1617 | loss: 0.0311905 | val_loss: 0.0311881 | Time: 3414.58 ms
[2022-02-03 14:42:02 main:574] : INFO : Epoch 1618 | loss: 0.03119 | val_loss: 0.0311886 | Time: 3400.7 ms
[2022-02-03 14:42:05 main:574] : INFO : Epoch 1619 | loss: 0.0311897 | val_loss: 0.0311878 | Time: 3441.03 ms
[2022-02-03 14:42:09 main:574] : INFO : Epoch 1620 | loss: 0.0311893 | val_loss: 0.0311878 | Time: 3422.45 ms
[2022-02-03 14:42:12 main:574] : INFO : Epoch 1621 | loss: 0.0311893 | val_loss: 0.0311883 | Time: 3435.08 ms
[2022-02-03 14:42:16 main:574] : INFO : Epoch 1622 | loss: 0.0311894 | val_loss: 0.0311875 | Time: 3411.79 ms
[2022-02-03 14:42:19 main:574] : INFO : Epoch 1623 | loss: 0.0311892 | val_loss: 0.0311886 | Time: 3464.15 ms
[2022-02-03 14:42:23 main:574] : INFO : Epoch 1624 | loss: 0.0311898 | val_loss: 0.0311875 | Time: 3441.38 ms
[2022-02-03 14:42:26 main:574] : INFO : Epoch 1625 | loss: 0.0311889 | val_loss: 0.0311874 | Time: 3430.66 ms
[2022-02-03 14:42:30 main:574] : INFO : Epoch 1626 | loss: 0.0311889 | val_loss: 0.0311877 | Time: 3424.75 ms
[2022-02-03 14:42:33 main:574] : INFO : Epoch 1627 | loss: 0.031189 | val_loss: 0.0311876 | Time: 3420.08 ms
[2022-02-03 14:42:37 main:574] : INFO : Epoch 1628 | loss: 0.0311895 | val_loss: 0.0311883 | Time: 3427.53 ms
[2022-02-03 14:42:40 main:574] : INFO : Epoch 1629 | loss: 0.0311888 | val_loss: 0.0311883 | Time: 3421.68 ms
[2022-02-03 14:42:44 main:574] : INFO : Epoch 1630 | loss: 0.0311888 | val_loss: 0.0311872 | Time: 3411.59 ms
[2022-02-03 14:42:47 main:574] : INFO : Epoch 1631 | loss: 0.0311885 | val_loss: 0.0311869 | Time: 3431.55 ms
[2022-02-03 14:42:51 main:574] : INFO : Epoch 1632 | loss: 0.0311883 | val_loss: 0.0311867 | Time: 3452.57 ms
[2022-02-03 14:42:54 main:574] : INFO : Epoch 1633 | loss: 0.0311883 | val_loss: 0.0311873 | Time: 3482.16 ms
[2022-02-03 14:42:58 main:574] : INFO : Epoch 1634 | loss: 0.0311885 | val_loss: 0.0311867 | Time: 3425.73 ms
[2022-02-03 14:43:01 main:574] : INFO : Epoch 1635 | loss: 0.0311884 | val_loss: 0.031187 | Time: 3448.24 ms
[2022-02-03 14:43:05 main:574] : INFO : Epoch 1636 | loss: 0.031188 | val_loss: 0.0311869 | Time: 3448.43 ms
[2022-02-03 14:43:08 main:574] : INFO : Epoch 1637 | loss: 0.0311881 | val_loss: 0.0311881 | Time: 3381.38 ms
[2022-02-03 14:43:11 main:574] : INFO : Epoch 1638 | loss: 0.0311889 | val_loss: 0.0311865 | Time: 3430.41 ms
[2022-02-03 14:43:15 main:574] : INFO : Epoch 1639 | loss: 0.0311879 | val_loss: 0.0311863 | Time: 3426.98 ms
[2022-02-03 14:43:18 main:574] : INFO : Epoch 1640 | loss: 0.0311874 | val_loss: 0.0311863 | Time: 3415.66 ms
[2022-02-03 14:43:22 main:574] : INFO : Epoch 1641 | loss: 0.0311876 | val_loss: 0.0311866 | Time: 3436.28 ms
[2022-02-03 14:43:25 main:574] : INFO : Epoch 1642 | loss: 0.0311879 | val_loss: 0.0311861 | Time: 3464.11 ms
[2022-02-03 14:43:29 main:574] : INFO : Epoch 1643 | loss: 0.0311883 | val_loss: 0.0311865 | Time: 3475.94 ms
[2022-02-03 14:43:32 main:574] : INFO : Epoch 1644 | loss: 0.0311876 | val_loss: 0.0311858 | Time: 3482.26 ms
[2022-02-03 14:43:36 main:574] : INFO : Epoch 1645 | loss: 0.0311874 | val_loss: 0.0311858 | Time: 3495.32 ms
[2022-02-03 14:43:40 main:574] : INFO : Epoch 1646 | loss: 0.0311875 | val_loss: 0.0311872 | Time: 3424.69 ms
[2022-02-03 14:43:43 main:574] : INFO : Epoch 1647 | loss: 0.0311873 | val_loss: 0.0311857 | Time: 3440.17 ms
[2022-02-03 14:43:47 main:574] : INFO : Epoch 1648 | loss: 0.031187 | val_loss: 0.0311858 | Time: 3459.62 ms
[2022-02-03 14:43:50 main:574] : INFO : Epoch 1649 | loss: 0.0311869 | val_loss: 0.0311873 | Time: 3452.76 ms
[2022-02-03 14:43:54 main:574] : INFO : Epoch 1650 | loss: 0.031187 | val_loss: 0.0311852 | Time: 3399.88 ms
[2022-02-03 14:43:57 main:574] : INFO : Epoch 1651 | loss: 0.0311864 | val_loss: 0.0311855 | Time: 3427.59 ms
[2022-02-03 14:44:00 main:574] : INFO : Epoch 1652 | loss: 0.0311854 | val_loss: 0.0311862 | Time: 3439.64 ms
[2022-02-03 14:44:04 main:574] : INFO : Epoch 1653 | loss: 0.0311848 | val_loss: 0.0311861 | Time: 3404.64 ms
[2022-02-03 14:44:07 main:574] : INFO : Epoch 1654 | loss: 0.0311851 | val_loss: 0.0311872 | Time: 3419.75 ms
[2022-02-03 14:44:11 main:574] : INFO : Epoch 1655 | loss: 0.0311843 | val_loss: 0.0311854 | Time: 3451.81 ms
[2022-02-03 14:44:14 main:574] : INFO : Epoch 1656 | loss: 0.031184 | val_loss: 0.031185 | Time: 3478.02 ms
[2022-02-03 14:44:18 main:574] : INFO : Epoch 1657 | loss: 0.0311837 | val_loss: 0.0311849 | Time: 3452.4 ms
[2022-02-03 14:44:21 main:574] : INFO : Epoch 1658 | loss: 0.0311837 | val_loss: 0.0311852 | Time: 3429.95 ms
[2022-02-03 14:44:25 main:574] : INFO : Epoch 1659 | loss: 0.0311844 | val_loss: 0.0311854 | Time: 3457.87 ms
[2022-02-03 14:44:28 main:574] : INFO : Epoch 1660 | loss: 0.0311843 | val_loss: 0.031184 | Time: 3398.01 ms
[2022-02-03 14:44:32 main:574] : INFO : Epoch 1661 | loss: 0.0311836 | val_loss: 0.0311843 | Time: 3454.04 ms
[2022-02-03 14:44:35 main:574] : INFO : Epoch 1662 | loss: 0.0311835 | val_loss: 0.0311845 | Time: 3466.12 ms
[2022-02-03 14:44:39 main:574] : INFO : Epoch 1663 | loss: 0.0311833 | val_loss: 0.0311845 | Time: 3417.9 ms
[2022-02-03 14:44:42 main:574] : INFO : Epoch 1664 | loss: 0.0311831 | val_loss: 0.0311842 | Time: 3414.24 ms
[2022-02-03 14:44:46 main:574] : INFO : Epoch 1665 | loss: 0.0311829 | val_loss: 0.0311844 | Time: 3430.86 ms
[2022-02-03 14:44:49 main:574] : INFO : Epoch 1666 | loss: 0.0311834 | val_loss: 0.0311854 | Time: 3422.35 ms
[2022-02-03 14:44:53 main:574] : INFO : Epoch 1667 | loss: 0.0311852 | val_loss: 0.0311865 | Time: 3453.92 ms
[2022-02-03 14:44:56 main:574] : INFO : Epoch 1668 | loss: 0.031184 | val_loss: 0.031184 | Time: 3509.86 ms
[2022-02-03 14:45:00 main:574] : INFO : Epoch 1669 | loss: 0.031183 | val_loss: 0.0311847 | Time: 3459.92 ms
[2022-02-03 14:45:03 main:574] : INFO : Epoch 1670 | loss: 0.0311834 | val_loss: 0.0311846 | Time: 3430.24 ms
[2022-02-03 14:45:07 main:574] : INFO : Epoch 1671 | loss: 0.0311828 | val_loss: 0.0311845 | Time: 3560.23 ms
[2022-02-03 14:45:10 main:574] : INFO : Epoch 1672 | loss: 0.0311831 | val_loss: 0.0311844 | Time: 3470.03 ms
[2022-02-03 14:45:14 main:574] : INFO : Epoch 1673 | loss: 0.031184 | val_loss: 0.0311861 | Time: 3432.23 ms
[2022-02-03 14:45:17 main:574] : INFO : Epoch 1674 | loss: 0.0311833 | val_loss: 0.031184 | Time: 3469.23 ms
[2022-02-03 14:45:21 main:574] : INFO : Epoch 1675 | loss: 0.0311829 | val_loss: 0.0311836 | Time: 3457.6 ms
[2022-02-03 14:45:24 main:574] : INFO : Epoch 1676 | loss: 0.0311831 | val_loss: 0.0311852 | Time: 3453.3 ms
[2022-02-03 14:45:28 main:574] : INFO : Epoch 1677 | loss: 0.0311831 | val_loss: 0.0311841 | Time: 3425.56 ms
[2022-02-03 14:45:31 main:574] : INFO : Epoch 1678 | loss: 0.0311826 | val_loss: 0.0311839 | Time: 3526.22 ms
[2022-02-03 14:45:35 main:574] : INFO : Epoch 1679 | loss: 0.0311827 | val_loss: 0.0311845 | Time: 3442.37 ms
[2022-02-03 14:45:38 main:574] : INFO : Epoch 1680 | loss: 0.0311832 | val_loss: 0.0311838 | Time: 3416.47 ms
[2022-02-03 14:45:42 main:574] : INFO : Epoch 1681 | loss: 0.0311827 | val_loss: 0.0311855 | Time: 3446.65 ms
[2022-02-03 14:45:45 main:574] : INFO : Epoch 1682 | loss: 0.0311828 | val_loss: 0.0311834 | Time: 3466.59 ms
[2022-02-03 14:45:49 main:574] : INFO : Epoch 1683 | loss: 0.0311828 | val_loss: 0.0311835 | Time: 3438.02 ms
[2022-02-03 14:45:52 main:574] : INFO : Epoch 1684 | loss: 0.031183 | val_loss: 0.0311843 | Time: 3422.65 ms
[2022-02-03 14:45:56 main:574] : INFO : Epoch 1685 | loss: 0.031183 | val_loss: 0.0311839 | Time: 3447.81 ms
[2022-02-03 14:45:59 main:574] : INFO : Epoch 1686 | loss: 0.0311826 | val_loss: 0.0311836 | Time: 3432.36 ms
[2022-02-03 14:46:03 main:574] : INFO : Epoch 1687 | loss: 0.0311829 | val_loss: 0.0311824 | Time: 3447.25 ms
[2022-02-03 14:46:06 main:574] : INFO : Epoch 1688 | loss: 0.0311827 | val_loss: 0.0311827 | Time: 3438.81 ms
[2022-02-03 14:46:10 main:574] : INFO : Epoch 1689 | loss: 0.0311824 | val_loss: 0.0311833 | Time: 3418.59 ms
[2022-02-03 14:46:13 main:574] : INFO : Epoch 1690 | loss: 0.0311824 | val_loss: 0.0311827 | Time: 3476.37 ms
[2022-02-03 14:46:17 main:574] : INFO : Epoch 1691 | loss: 0.0311821 | val_loss: 0.0311829 | Time: 3469.52 ms
[2022-02-03 14:46:20 main:574] : INFO : Epoch 1692 | loss: 0.0311821 | val_loss: 0.0311827 | Time: 3411.81 ms
[2022-02-03 14:46:24 main:574] : INFO : Epoch 1693 | loss: 0.0311826 | val_loss: 0.0311838 | Time: 3452.23 ms
[2022-02-03 14:46:27 main:574] : INFO : Epoch 1694 | loss: 0.0311826 | val_loss: 0.0311839 | Time: 3447.56 ms
[2022-02-03 14:46:31 main:574] : INFO : Epoch 1695 | loss: 0.0311824 | val_loss: 0.0311851 | Time: 3440.46 ms
[2022-02-03 14:46:34 main:574] : INFO : Epoch 1696 | loss: 0.0311832 | val_loss: 0.0311845 | Time: 3438.8 ms
[2022-02-03 14:46:38 main:574] : INFO : Epoch 1697 | loss: 0.0311831 | val_loss: 0.0311828 | Time: 3409.37 ms
[2022-02-03 14:46:41 main:574] : INFO : Epoch 1698 | loss: 0.0311821 | val_loss: 0.0311827 | Time: 3463.6 ms
[2022-02-03 14:46:45 main:574] : INFO : Epoch 1699 | loss: 0.0311817 | val_loss: 0.0311827 | Time: 3418.61 ms
[2022-02-03 14:46:48 main:574] : INFO : Epoch 1700 | loss: 0.0311813 | val_loss: 0.0311826 | Time: 3443.26 ms
[2022-02-03 14:46:52 main:574] : INFO : Epoch 1701 | loss: 0.0311816 | val_loss: 0.0311829 | Time: 3597.49 ms
[2022-02-03 14:46:55 main:574] : INFO : Epoch 1702 | loss: 0.0311817 | val_loss: 0.0311829 | Time: 3466.48 ms
[2022-02-03 14:46:59 main:574] : INFO : Epoch 1703 | loss: 0.0311819 | val_loss: 0.0311837 | Time: 3420.56 ms
[2022-02-03 14:47:02 main:574] : INFO : Epoch 1704 | loss: 0.0311822 | val_loss: 0.0311831 | Time: 3415.68 ms
[2022-02-03 14:47:06 main:574] : INFO : Epoch 1705 | loss: 0.0311814 | val_loss: 0.0311827 | Time: 3434.85 ms
[2022-02-03 14:47:09 main:574] : INFO : Epoch 1706 | loss: 0.0311814 | val_loss: 0.0311827 | Time: 3451.39 ms
[2022-02-03 14:47:13 main:574] : INFO : Epoch 1707 | loss: 0.0311822 | val_loss: 0.0311824 | Time: 3432.81 ms
[2022-02-03 14:47:16 main:574] : INFO : Epoch 1708 | loss: 0.0311822 | val_loss: 0.0311826 | Time: 3421.44 ms
[2022-02-03 14:47:20 main:574] : INFO : Epoch 1709 | loss: 0.0311815 | val_loss: 0.0311827 | Time: 3433.03 ms
[2022-02-03 14:47:23 main:574] : INFO : Epoch 1710 | loss: 0.0311811 | val_loss: 0.0311827 | Time: 3425.78 ms
[2022-02-03 14:47:27 main:574] : INFO : Epoch 1711 | loss: 0.0311809 | val_loss: 0.0311828 | Time: 3470.39 ms
[2022-02-03 14:47:30 main:574] : INFO : Epoch 1712 | loss: 0.031181 | val_loss: 0.0311827 | Time: 3423.19 ms
[2022-02-03 14:47:34 main:574] : INFO : Epoch 1713 | loss: 0.0311808 | val_loss: 0.0311832 | Time: 3464.49 ms
[2022-02-03 14:47:37 main:574] : INFO : Epoch 1714 | loss: 0.0311812 | val_loss: 0.0311834 | Time: 3443.72 ms
[2022-02-03 14:47:41 main:574] : INFO : Epoch 1715 | loss: 0.031181 | val_loss: 0.0311823 | Time: 3431.73 ms
[2022-02-03 14:47:44 main:574] : INFO : Epoch 1716 | loss: 0.031181 | val_loss: 0.0311831 | Time: 3463.1 ms
[2022-02-03 14:47:48 main:574] : INFO : Epoch 1717 | loss: 0.0311817 | val_loss: 0.0311813 | Time: 3437.3 ms
[2022-02-03 14:47:51 main:574] : INFO : Epoch 1718 | loss: 0.0311819 | val_loss: 0.0311825 | Time: 3463.68 ms
[2022-02-03 14:47:55 main:574] : INFO : Epoch 1719 | loss: 0.0311821 | val_loss: 0.0311836 | Time: 3430.72 ms
[2022-02-03 14:47:58 main:574] : INFO : Epoch 1720 | loss: 0.0311817 | val_loss: 0.0311814 | Time: 3434.38 ms
[2022-02-03 14:48:02 main:574] : INFO : Epoch 1721 | loss: 0.031182 | val_loss: 0.0311808 | Time: 3468.26 ms
[2022-02-03 14:48:05 main:574] : INFO : Epoch 1722 | loss: 0.0311824 | val_loss: 0.0311826 | Time: 3414.76 ms
[2022-02-03 14:48:09 main:574] : INFO : Epoch 1723 | loss: 0.0311813 | val_loss: 0.0311825 | Time: 3436.5 ms
[2022-02-03 14:48:12 main:574] : INFO : Epoch 1724 | loss: 0.0311822 | val_loss: 0.0311813 | Time: 3452.84 ms
[2022-02-03 14:48:16 main:574] : INFO : Epoch 1725 | loss: 0.0311811 | val_loss: 0.0311817 | Time: 3471.74 ms
[2022-02-03 14:48:19 main:574] : INFO : Epoch 1726 | loss: 0.0311814 | val_loss: 0.0311824 | Time: 3416.21 ms
[2022-02-03 14:48:23 main:574] : INFO : Epoch 1727 | loss: 0.0311807 | val_loss: 0.031182 | Time: 3459.22 ms
[2022-02-03 14:48:26 main:574] : INFO : Epoch 1728 | loss: 0.0311803 | val_loss: 0.031181 | Time: 3451.26 ms
[2022-02-03 14:48:30 main:574] : INFO : Epoch 1729 | loss: 0.0311799 | val_loss: 0.0311815 | Time: 3524.72 ms
[2022-02-03 14:48:33 main:574] : INFO : Epoch 1730 | loss: 0.0311804 | val_loss: 0.0311825 | Time: 3406.21 ms
[2022-02-03 14:48:37 main:574] : INFO : Epoch 1731 | loss: 0.0311806 | val_loss: 0.0311821 | Time: 3471.79 ms
[2022-02-03 14:48:40 main:574] : INFO : Epoch 1732 | loss: 0.0311811 | val_loss: 0.0311809 | Time: 3460.92 ms
[2022-02-03 14:48:44 main:574] : INFO : Epoch 1733 | loss: 0.03118 | val_loss: 0.0311813 | Time: 3419.69 ms
[2022-02-03 14:48:47 main:574] : INFO : Epoch 1734 | loss: 0.0311797 | val_loss: 0.0311806 | Time: 3418.54 ms
[2022-02-03 14:48:51 main:574] : INFO : Epoch 1735 | loss: 0.0311794 | val_loss: 0.0311816 | Time: 3480.39 ms
[2022-02-03 14:48:54 main:574] : INFO : Epoch 1736 | loss: 0.0311798 | val_loss: 0.0311813 | Time: 3443.11 ms
[2022-02-03 14:48:58 main:574] : INFO : Epoch 1737 | loss: 0.0311793 | val_loss: 0.0311812 | Time: 3445 ms
[2022-02-03 14:49:01 main:574] : INFO : Epoch 1738 | loss: 0.0311794 | val_loss: 0.0311818 | Time: 3431.78 ms
[2022-02-03 14:49:05 main:574] : INFO : Epoch 1739 | loss: 0.0311795 | val_loss: 0.0311812 | Time: 3419.48 ms
[2022-02-03 14:49:08 main:574] : INFO : Epoch 1740 | loss: 0.0311793 | val_loss: 0.0311807 | Time: 3432.11 ms
[2022-02-03 14:49:11 main:574] : INFO : Epoch 1741 | loss: 0.0311794 | val_loss: 0.0311832 | Time: 3448.65 ms
[2022-02-03 14:49:15 main:574] : INFO : Epoch 1742 | loss: 0.0311799 | val_loss: 0.0311814 | Time: 3434.48 ms
[2022-02-03 14:49:18 main:574] : INFO : Epoch 1743 | loss: 0.0311795 | val_loss: 0.0311813 | Time: 3415.38 ms
[2022-02-03 14:49:22 main:574] : INFO : Epoch 1744 | loss: 0.0311787 | val_loss: 0.0311818 | Time: 3437.58 ms
[2022-02-03 14:49:25 main:574] : INFO : Epoch 1745 | loss: 0.031179 | val_loss: 0.031181 | Time: 3450.93 ms
[2022-02-03 14:49:29 main:574] : INFO : Epoch 1746 | loss: 0.0311809 | val_loss: 0.0311815 | Time: 3403.25 ms
[2022-02-03 14:49:32 main:574] : INFO : Epoch 1747 | loss: 0.0311816 | val_loss: 0.0311803 | Time: 3479.09 ms
[2022-02-03 14:49:36 main:574] : INFO : Epoch 1748 | loss: 0.03118 | val_loss: 0.0311797 | Time: 3450.76 ms
[2022-02-03 14:49:39 main:574] : INFO : Epoch 1749 | loss: 0.0311795 | val_loss: 0.031181 | Time: 3437.79 ms
[2022-02-03 14:49:43 main:574] : INFO : Epoch 1750 | loss: 0.0311792 | val_loss: 0.031183 | Time: 3428.07 ms
[2022-02-03 14:49:46 main:574] : INFO : Epoch 1751 | loss: 0.0311798 | val_loss: 0.031181 | Time: 3492.67 ms
[2022-02-03 14:49:50 main:574] : INFO : Epoch 1752 | loss: 0.0311787 | val_loss: 0.0311798 | Time: 3439.13 ms
[2022-02-03 14:49:53 main:574] : INFO : Epoch 1753 | loss: 0.0311786 | val_loss: 0.0311804 | Time: 3422.16 ms
[2022-02-03 14:49:57 main:574] : INFO : Epoch 1754 | loss: 0.0311781 | val_loss: 0.0311805 | Time: 3449.81 ms
[2022-02-03 14:50:00 main:574] : INFO : Epoch 1755 | loss: 0.0311786 | val_loss: 0.0311794 | Time: 3435.87 ms
[2022-02-03 14:50:04 main:574] : INFO : Epoch 1756 | loss: 0.031178 | val_loss: 0.0311803 | Time: 3433.4 ms
[2022-02-03 14:50:07 main:574] : INFO : Epoch 1757 | loss: 0.0311789 | val_loss: 0.0311803 | Time: 3432.02 ms
[2022-02-03 14:50:11 main:574] : INFO : Epoch 1758 | loss: 0.0311784 | val_loss: 0.0311789 | Time: 3537.4 ms
[2022-02-03 14:50:14 main:574] : INFO : Epoch 1759 | loss: 0.0311774 | val_loss: 0.0311799 | Time: 3460.68 ms
[2022-02-03 14:50:18 main:574] : INFO : Epoch 1760 | loss: 0.0311789 | val_loss: 0.0311829 | Time: 3430.42 ms
[2022-02-03 14:50:21 main:574] : INFO : Epoch 1761 | loss: 0.0311789 | val_loss: 0.0311799 | Time: 3449.47 ms
[2022-02-03 14:50:25 main:574] : INFO : Epoch 1762 | loss: 0.0311798 | val_loss: 0.0311807 | Time: 3440.5 ms
[2022-02-03 14:50:28 main:574] : INFO : Epoch 1763 | loss: 0.0311794 | val_loss: 0.0311821 | Time: 3417.48 ms
[2022-02-03 14:50:32 main:574] : INFO : Epoch 1764 | loss: 0.0311789 | val_loss: 0.0311806 | Time: 3454.89 ms
[2022-02-03 14:50:35 main:574] : INFO : Epoch 1765 | loss: 0.0311785 | val_loss: 0.0311802 | Time: 3488.35 ms
[2022-02-03 14:50:39 main:574] : INFO : Epoch 1766 | loss: 0.0311785 | val_loss: 0.0311798 | Time: 3442.07 ms
[2022-02-03 14:50:42 main:574] : INFO : Epoch 1767 | loss: 0.0311798 | val_loss: 0.031179 | Time: 3471.82 ms
[2022-02-03 14:50:46 main:574] : INFO : Epoch 1768 | loss: 0.0311786 | val_loss: 0.0311784 | Time: 3450.07 ms
[2022-02-03 14:50:49 main:574] : INFO : Epoch 1769 | loss: 0.0311787 | val_loss: 0.0311789 | Time: 3460.31 ms
[2022-02-03 14:50:53 main:574] : INFO : Epoch 1770 | loss: 0.0311779 | val_loss: 0.0311793 | Time: 3526.66 ms
[2022-02-03 14:50:56 main:574] : INFO : Epoch 1771 | loss: 0.0311779 | val_loss: 0.0311786 | Time: 3436.55 ms
[2022-02-03 14:51:00 main:574] : INFO : Epoch 1772 | loss: 0.0311776 | val_loss: 0.0311796 | Time: 3463.53 ms
[2022-02-03 14:51:03 main:574] : INFO : Epoch 1773 | loss: 0.0311783 | val_loss: 0.0311794 | Time: 3518.47 ms
[2022-02-03 14:51:07 main:574] : INFO : Epoch 1774 | loss: 0.0311778 | val_loss: 0.0311827 | Time: 3432.07 ms
[2022-02-03 14:51:10 main:574] : INFO : Epoch 1775 | loss: 0.0311805 | val_loss: 0.031182 | Time: 3454.01 ms
[2022-02-03 14:51:14 main:574] : INFO : Epoch 1776 | loss: 0.0311798 | val_loss: 0.0311823 | Time: 3430.43 ms
[2022-02-03 14:51:17 main:574] : INFO : Epoch 1777 | loss: 0.0311806 | val_loss: 0.0311854 | Time: 3433.11 ms
[2022-02-03 14:51:21 main:574] : INFO : Epoch 1778 | loss: 0.0311814 | val_loss: 0.0311832 | Time: 3432.97 ms
[2022-02-03 14:51:24 main:574] : INFO : Epoch 1779 | loss: 0.0311811 | val_loss: 0.0311806 | Time: 3450.96 ms
[2022-02-03 14:51:28 main:574] : INFO : Epoch 1780 | loss: 0.0311805 | val_loss: 0.0311839 | Time: 3449.36 ms
[2022-02-03 14:51:31 main:574] : INFO : Epoch 1781 | loss: 0.0311791 | val_loss: 0.0311826 | Time: 3443.67 ms
[2022-02-03 14:51:35 main:574] : INFO : Epoch 1782 | loss: 0.0311786 | val_loss: 0.0311831 | Time: 3509.86 ms
[2022-02-03 14:51:38 main:574] : INFO : Epoch 1783 | loss: 0.0311797 | val_loss: 0.0311807 | Time: 3445.01 ms
[2022-02-03 14:51:42 main:574] : INFO : Epoch 1784 | loss: 0.0311785 | val_loss: 0.0311802 | Time: 3429.51 ms
[2022-02-03 14:51:45 main:574] : INFO : Epoch 1785 | loss: 0.031179 | val_loss: 0.0311791 | Time: 3412.11 ms
[2022-02-03 14:51:49 main:574] : INFO : Epoch 1786 | loss: 0.0311798 | val_loss: 0.0311799 | Time: 3579.17 ms
[2022-02-03 14:51:52 main:574] : INFO : Epoch 1787 | loss: 0.0311807 | val_loss: 0.0311801 | Time: 3431.67 ms
[2022-02-03 14:51:56 main:574] : INFO : Epoch 1788 | loss: 0.0311804 | val_loss: 0.0311818 | Time: 3427.14 ms
[2022-02-03 14:51:59 main:574] : INFO : Epoch 1789 | loss: 0.0311784 | val_loss: 0.0311794 | Time: 3437.11 ms
[2022-02-03 14:52:02 main:574] : INFO : Epoch 1790 | loss: 0.0311778 | val_loss: 0.0311795 | Time: 3421.37 ms
[2022-02-03 14:52:06 main:574] : INFO : Epoch 1791 | loss: 0.0311776 | val_loss: 0.0311799 | Time: 3440.92 ms
[2022-02-03 14:52:10 main:574] : INFO : Epoch 1792 | loss: 0.0311774 | val_loss: 0.0311817 | Time: 3449.89 ms
[2022-02-03 14:52:13 main:574] : INFO : Epoch 1793 | loss: 0.0311777 | val_loss: 0.0311798 | Time: 3454.33 ms
[2022-02-03 14:52:17 main:574] : INFO : Epoch 1794 | loss: 0.0311769 | val_loss: 0.03118 | Time: 3454.06 ms
[2022-02-03 14:52:20 main:574] : INFO : Epoch 1795 | loss: 0.031177 | val_loss: 0.0311791 | Time: 3431.02 ms
[2022-02-03 14:52:23 main:574] : INFO : Epoch 1796 | loss: 0.031179 | val_loss: 0.0311789 | Time: 3458.6 ms
[2022-02-03 14:52:27 main:574] : INFO : Epoch 1797 | loss: 0.0311772 | val_loss: 0.0311788 | Time: 3435.9 ms
[2022-02-03 14:52:30 main:574] : INFO : Epoch 1798 | loss: 0.0311764 | val_loss: 0.0311792 | Time: 3426.35 ms
[2022-02-03 14:52:34 main:574] : INFO : Epoch 1799 | loss: 0.0311765 | val_loss: 0.0311793 | Time: 3497.26 ms
[2022-02-03 14:52:37 main:574] : INFO : Epoch 1800 | loss: 0.0311771 | val_loss: 0.0311807 | Time: 3433.82 ms
[2022-02-03 14:52:41 main:574] : INFO : Epoch 1801 | loss: 0.0311767 | val_loss: 0.0311805 | Time: 3407.67 ms
[2022-02-03 14:52:44 main:574] : INFO : Epoch 1802 | loss: 0.0311781 | val_loss: 0.0311792 | Time: 3464.52 ms
[2022-02-03 14:52:48 main:574] : INFO : Epoch 1803 | loss: 0.0311772 | val_loss: 0.0311824 | Time: 3464.37 ms
[2022-02-03 14:52:51 main:574] : INFO : Epoch 1804 | loss: 0.0311771 | val_loss: 0.0311785 | Time: 3452.89 ms
[2022-02-03 14:52:55 main:574] : INFO : Epoch 1805 | loss: 0.0311773 | val_loss: 0.0311786 | Time: 3504.31 ms
[2022-02-03 14:52:58 main:574] : INFO : Epoch 1806 | loss: 0.0311775 | val_loss: 0.0311826 | Time: 3468.3 ms
[2022-02-03 14:53:02 main:574] : INFO : Epoch 1807 | loss: 0.0311797 | val_loss: 0.0311824 | Time: 3459.53 ms
[2022-02-03 14:53:05 main:574] : INFO : Epoch 1808 | loss: 0.0311765 | val_loss: 0.0311795 | Time: 3429.97 ms
[2022-02-03 14:53:09 main:574] : INFO : Epoch 1809 | loss: 0.0311759 | val_loss: 0.03118 | Time: 3510.97 ms
[2022-02-03 14:53:12 main:574] : INFO : Epoch 1810 | loss: 0.0311766 | val_loss: 0.03118 | Time: 3475.52 ms
[2022-02-03 14:53:16 main:574] : INFO : Epoch 1811 | loss: 0.0311795 | val_loss: 0.0311867 | Time: 3488.76 ms
[2022-02-03 14:53:19 main:574] : INFO : Epoch 1812 | loss: 0.0311772 | val_loss: 0.0311795 | Time: 3493.4 ms
[2022-02-03 14:53:23 main:574] : INFO : Epoch 1813 | loss: 0.0311763 | val_loss: 0.0311778 | Time: 3439.27 ms
[2022-02-03 14:53:26 main:574] : INFO : Epoch 1814 | loss: 0.0311774 | val_loss: 0.0311807 | Time: 3435.86 ms
[2022-02-03 14:53:30 main:574] : INFO : Epoch 1815 | loss: 0.0311782 | val_loss: 0.0311786 | Time: 3568.68 ms
[2022-02-03 14:53:34 main:574] : INFO : Epoch 1816 | loss: 0.0311777 | val_loss: 0.0311803 | Time: 3456.46 ms
[2022-02-03 14:53:37 main:574] : INFO : Epoch 1817 | loss: 0.0311773 | val_loss: 0.0311803 | Time: 3433.58 ms
[2022-02-03 14:53:41 main:574] : INFO : Epoch 1818 | loss: 0.0311773 | val_loss: 0.0311835 | Time: 3426.05 ms
[2022-02-03 14:53:44 main:574] : INFO : Epoch 1819 | loss: 0.0311815 | val_loss: 0.0311847 | Time: 3465.89 ms
[2022-02-03 14:53:48 main:574] : INFO : Epoch 1820 | loss: 0.0311809 | val_loss: 0.0311803 | Time: 3434.79 ms
[2022-02-03 14:53:51 main:574] : INFO : Epoch 1821 | loss: 0.031179 | val_loss: 0.0311816 | Time: 3423.36 ms
[2022-02-03 14:53:54 main:574] : INFO : Epoch 1822 | loss: 0.0311775 | val_loss: 0.0311807 | Time: 3446.32 ms
[2022-02-03 14:53:58 main:574] : INFO : Epoch 1823 | loss: 0.0311774 | val_loss: 0.0311807 | Time: 3395.91 ms
[2022-02-03 14:54:01 main:574] : INFO : Epoch 1824 | loss: 0.0311779 | val_loss: 0.0311804 | Time: 3422.64 ms
[2022-02-03 14:54:05 main:574] : INFO : Epoch 1825 | loss: 0.0311766 | val_loss: 0.03118 | Time: 3452.44 ms
[2022-02-03 14:54:08 main:574] : INFO : Epoch 1826 | loss: 0.031178 | val_loss: 0.0311819 | Time: 3431.5 ms
[2022-02-03 14:54:12 main:574] : INFO : Epoch 1827 | loss: 0.0311795 | val_loss: 0.031181 | Time: 3479.75 ms
[2022-02-03 14:54:15 main:574] : INFO : Epoch 1828 | loss: 0.0311794 | val_loss: 0.0311809 | Time: 3456.99 ms
[2022-02-03 14:54:19 main:574] : INFO : Epoch 1829 | loss: 0.0311768 | val_loss: 0.0311819 | Time: 3433.72 ms
[2022-02-03 14:54:22 main:574] : INFO : Epoch 1830 | loss: 0.0311772 | val_loss: 0.0311794 | Time: 3430.51 ms
[2022-02-03 14:54:26 main:574] : INFO : Epoch 1831 | loss: 0.031178 | val_loss: 0.0311837 | Time: 3448.45 ms
[2022-02-03 14:54:29 main:574] : INFO : Epoch 1832 | loss: 0.0311777 | val_loss: 0.0311805 | Time: 3447.12 ms
[2022-02-03 14:54:33 main:574] : INFO : Epoch 1833 | loss: 0.031176 | val_loss: 0.0311816 | Time: 3434.43 ms
[2022-02-03 14:54:36 main:574] : INFO : Epoch 1834 | loss: 0.0311758 | val_loss: 0.0311811 | Time: 3421.74 ms
[2022-02-03 14:54:40 main:574] : INFO : Epoch 1835 | loss: 0.0311789 | val_loss: 0.0311837 | Time: 3467.65 ms
[2022-02-03 14:54:43 main:574] : INFO : Epoch 1836 | loss: 0.0311804 | val_loss: 0.0311802 | Time: 3466.27 ms
[2022-02-03 14:54:47 main:574] : INFO : Epoch 1837 | loss: 0.0311801 | val_loss: 0.0311786 | Time: 3468.99 ms
[2022-02-03 14:54:50 main:574] : INFO : Epoch 1838 | loss: 0.0311788 | val_loss: 0.0311813 | Time: 3456.33 ms
[2022-02-03 14:54:54 main:574] : INFO : Epoch 1839 | loss: 0.0311763 | val_loss: 0.0311832 | Time: 3428.59 ms
[2022-02-03 14:54:57 main:574] : INFO : Epoch 1840 | loss: 0.0311778 | val_loss: 0.0311795 | Time: 3448.34 ms
[2022-02-03 14:55:01 main:574] : INFO : Epoch 1841 | loss: 0.031176 | val_loss: 0.0311861 | Time: 3456.94 ms
[2022-02-03 14:55:04 main:574] : INFO : Epoch 1842 | loss: 0.0311769 | val_loss: 0.0311801 | Time: 3447.64 ms
[2022-02-03 14:55:08 main:574] : INFO : Epoch 1843 | loss: 0.0311749 | val_loss: 0.0311796 | Time: 3447.93 ms
[2022-02-03 14:55:11 main:574] : INFO : Epoch 1844 | loss: 0.0311759 | val_loss: 0.0311812 | Time: 3523.38 ms
[2022-02-03 14:55:15 main:574] : INFO : Epoch 1845 | loss: 0.0311754 | val_loss: 0.0311814 | Time: 3483.06 ms
[2022-02-03 14:55:19 main:574] : INFO : Epoch 1846 | loss: 0.0311751 | val_loss: 0.0311805 | Time: 3464.91 ms
[2022-02-03 14:55:22 main:574] : INFO : Epoch 1847 | loss: 0.031175 | val_loss: 0.0311818 | Time: 3434.71 ms
[2022-02-03 14:55:26 main:574] : INFO : Epoch 1848 | loss: 0.0311775 | val_loss: 0.0311807 | Time: 3438.59 ms
[2022-02-03 14:55:29 main:574] : INFO : Epoch 1849 | loss: 0.0311762 | val_loss: 0.0311796 | Time: 3491.31 ms
[2022-02-03 14:55:33 main:574] : INFO : Epoch 1850 | loss: 0.0311757 | val_loss: 0.0311836 | Time: 3429.04 ms
[2022-02-03 14:55:36 main:574] : INFO : Epoch 1851 | loss: 0.0311756 | val_loss: 0.0311811 | Time: 3429.14 ms
[2022-02-03 14:55:40 main:574] : INFO : Epoch 1852 | loss: 0.0311743 | val_loss: 0.0311817 | Time: 3481.58 ms
[2022-02-03 14:55:43 main:574] : INFO : Epoch 1853 | loss: 0.0311739 | val_loss: 0.0311804 | Time: 3432.45 ms
[2022-02-03 14:55:46 main:574] : INFO : Epoch 1854 | loss: 0.0311757 | val_loss: 0.0311801 | Time: 3447.87 ms
[2022-02-03 14:55:50 main:574] : INFO : Epoch 1855 | loss: 0.0311783 | val_loss: 0.0311829 | Time: 3449.83 ms
[2022-02-03 14:55:53 main:574] : INFO : Epoch 1856 | loss: 0.0311757 | val_loss: 0.0311797 | Time: 3443.78 ms
[2022-02-03 14:55:57 main:574] : INFO : Epoch 1857 | loss: 0.0311758 | val_loss: 0.0311823 | Time: 3427.29 ms
[2022-02-03 14:56:00 main:574] : INFO : Epoch 1858 | loss: 0.0311762 | val_loss: 0.0311796 | Time: 3428.28 ms
[2022-02-03 14:56:04 main:574] : INFO : Epoch 1859 | loss: 0.0311768 | val_loss: 0.0311788 | Time: 3484.94 ms
[2022-02-03 14:56:07 main:574] : INFO : Epoch 1860 | loss: 0.0311799 | val_loss: 0.0311795 | Time: 3441.94 ms
[2022-02-03 14:56:11 main:574] : INFO : Epoch 1861 | loss: 0.0311763 | val_loss: 0.0311818 | Time: 3493.26 ms
[2022-02-03 14:56:14 main:574] : INFO : Epoch 1862 | loss: 0.0311752 | val_loss: 0.0311803 | Time: 3442.06 ms
[2022-02-03 14:56:18 main:574] : INFO : Epoch 1863 | loss: 0.0311761 | val_loss: 0.0311794 | Time: 3463.76 ms
[2022-02-03 14:56:21 main:574] : INFO : Epoch 1864 | loss: 0.0311749 | val_loss: 0.0311814 | Time: 3449.08 ms
[2022-02-03 14:56:25 main:574] : INFO : Epoch 1865 | loss: 0.031176 | val_loss: 0.0311785 | Time: 3449.71 ms
[2022-02-03 14:56:28 main:574] : INFO : Epoch 1866 | loss: 0.0311778 | val_loss: 0.0311794 | Time: 3424.81 ms
[2022-02-03 14:56:32 main:574] : INFO : Epoch 1867 | loss: 0.031176 | val_loss: 0.0311795 | Time: 3427.36 ms
[2022-02-03 14:56:35 main:574] : INFO : Epoch 1868 | loss: 0.0311747 | val_loss: 0.0311805 | Time: 3443.59 ms
[2022-02-03 14:56:39 main:574] : INFO : Epoch 1869 | loss: 0.0311746 | val_loss: 0.0311781 | Time: 3442.07 ms
[2022-02-03 14:56:42 main:574] : INFO : Epoch 1870 | loss: 0.0311742 | val_loss: 0.0311777 | Time: 3424.25 ms
[2022-02-03 14:56:46 main:574] : INFO : Epoch 1871 | loss: 0.0311757 | val_loss: 0.0311829 | Time: 3421.1 ms
[2022-02-03 14:56:49 main:574] : INFO : Epoch 1872 | loss: 0.0311785 | val_loss: 0.0311798 | Time: 3668.83 ms
[2022-02-03 14:56:53 main:574] : INFO : Epoch 1873 | loss: 0.0311785 | val_loss: 0.0311993 | Time: 3456.08 ms
[2022-02-03 14:56:56 main:574] : INFO : Epoch 1874 | loss: 0.0311826 | val_loss: 0.0311849 | Time: 3436.01 ms
[2022-02-03 14:57:00 main:574] : INFO : Epoch 1875 | loss: 0.0311745 | val_loss: 0.0311778 | Time: 3489.65 ms
[2022-02-03 14:57:03 main:574] : INFO : Epoch 1876 | loss: 0.031175 | val_loss: 0.0311771 | Time: 3439.19 ms
[2022-02-03 14:57:07 main:574] : INFO : Epoch 1877 | loss: 0.0311754 | val_loss: 0.0311769 | Time: 3459.05 ms
[2022-02-03 14:57:10 main:574] : INFO : Epoch 1878 | loss: 0.0311743 | val_loss: 0.0311779 | Time: 3487.42 ms
[2022-02-03 14:57:14 main:574] : INFO : Epoch 1879 | loss: 0.0311777 | val_loss: 0.0311791 | Time: 3475.53 ms
[2022-02-03 14:57:17 main:574] : INFO : Epoch 1880 | loss: 0.0311767 | val_loss: 0.0311801 | Time: 3434.18 ms
[2022-02-03 14:57:21 main:574] : INFO : Epoch 1881 | loss: 0.0311742 | val_loss: 0.0311783 | Time: 3464.57 ms
[2022-02-03 14:57:24 main:574] : INFO : Epoch 1882 | loss: 0.0311763 | val_loss: 0.0311835 | Time: 3468.79 ms
[2022-02-03 14:57:28 main:574] : INFO : Epoch 1883 | loss: 0.0311771 | val_loss: 0.0311795 | Time: 3503.09 ms
[2022-02-03 14:57:31 main:574] : INFO : Epoch 1884 | loss: 0.0311788 | val_loss: 0.0311829 | Time: 3435.66 ms
[2022-02-03 14:57:35 main:574] : INFO : Epoch 1885 | loss: 0.0311799 | val_loss: 0.0311907 | Time: 3437.46 ms
[2022-02-03 14:57:38 main:574] : INFO : Epoch 1886 | loss: 0.0311762 | val_loss: 0.0311774 | Time: 3439.24 ms
[2022-02-03 14:57:42 main:574] : INFO : Epoch 1887 | loss: 0.0311745 | val_loss: 0.0311805 | Time: 3438.85 ms
[2022-02-03 14:57:45 main:574] : INFO : Epoch 1888 | loss: 0.0311744 | val_loss: 0.0311898 | Time: 3454.61 ms
[2022-02-03 14:57:49 main:574] : INFO : Epoch 1889 | loss: 0.0311812 | val_loss: 0.0311869 | Time: 3439.49 ms
[2022-02-03 14:57:52 main:574] : INFO : Epoch 1890 | loss: 0.0311782 | val_loss: 0.0311804 | Time: 3436.55 ms
[2022-02-03 14:57:56 main:574] : INFO : Epoch 1891 | loss: 0.031174 | val_loss: 0.031178 | Time: 3423.98 ms
[2022-02-03 14:57:59 main:574] : INFO : Epoch 1892 | loss: 0.0311751 | val_loss: 0.0311855 | Time: 3447.59 ms
[2022-02-03 14:58:03 main:574] : INFO : Epoch 1893 | loss: 0.0311749 | val_loss: 0.0311808 | Time: 3426.07 ms
[2022-02-03 14:58:06 main:574] : INFO : Epoch 1894 | loss: 0.0311764 | val_loss: 0.0311808 | Time: 3448.68 ms
[2022-02-03 14:58:10 main:574] : INFO : Epoch 1895 | loss: 0.0311742 | val_loss: 0.0311774 | Time: 3489.53 ms
[2022-02-03 14:58:13 main:574] : INFO : Epoch 1896 | loss: 0.031172 | val_loss: 0.0311787 | Time: 3478.46 ms
[2022-02-03 14:58:17 main:574] : INFO : Epoch 1897 | loss: 0.0311749 | val_loss: 0.0311821 | Time: 3439.94 ms
[2022-02-03 14:58:20 main:574] : INFO : Epoch 1898 | loss: 0.031177 | val_loss: 0.031177 | Time: 3449.37 ms
[2022-02-03 14:58:24 main:574] : INFO : Epoch 1899 | loss: 0.0311746 | val_loss: 0.0311785 | Time: 3454.92 ms
[2022-02-03 14:58:27 main:574] : INFO : Epoch 1900 | loss: 0.031174 | val_loss: 0.031178 | Time: 3579.01 ms
[2022-02-03 14:58:31 main:574] : INFO : Epoch 1901 | loss: 0.0311754 | val_loss: 0.0311777 | Time: 3812.05 ms
[2022-02-03 14:58:35 main:574] : INFO : Epoch 1902 | loss: 0.0311731 | val_loss: 0.0311801 | Time: 3817.99 ms
[2022-02-03 14:58:39 main:574] : INFO : Epoch 1903 | loss: 0.0311741 | val_loss: 0.0311823 | Time: 3815.53 ms
[2022-02-03 14:58:43 main:574] : INFO : Epoch 1904 | loss: 0.0311783 | val_loss: 0.0311797 | Time: 3738.24 ms
[2022-02-03 14:58:47 main:574] : INFO : Epoch 1905 | loss: 0.0311754 | val_loss: 0.0311794 | Time: 3817.6 ms
[2022-02-03 14:58:50 main:574] : INFO : Epoch 1906 | loss: 0.0311738 | val_loss: 0.0311788 | Time: 3739.5 ms
[2022-02-03 14:58:54 main:574] : INFO : Epoch 1907 | loss: 0.031177 | val_loss: 0.031185 | Time: 3766.06 ms
[2022-02-03 14:58:58 main:574] : INFO : Epoch 1908 | loss: 0.0311775 | val_loss: 0.0311812 | Time: 3827.31 ms
[2022-02-03 14:59:02 main:574] : INFO : Epoch 1909 | loss: 0.0311786 | val_loss: 0.0311795 | Time: 3771.05 ms
[2022-02-03 14:59:06 main:574] : INFO : Epoch 1910 | loss: 0.0311755 | val_loss: 0.0311801 | Time: 3778.49 ms
[2022-02-03 14:59:09 main:574] : INFO : Epoch 1911 | loss: 0.0311738 | val_loss: 0.0311776 | Time: 3766.21 ms
[2022-02-03 14:59:13 main:574] : INFO : Epoch 1912 | loss: 0.0311739 | val_loss: 0.0311809 | Time: 3814.17 ms
[2022-02-03 14:59:17 main:574] : INFO : Epoch 1913 | loss: 0.0311769 | val_loss: 0.0311795 | Time: 3763.04 ms
[2022-02-03 14:59:21 main:574] : INFO : Epoch 1914 | loss: 0.0311762 | val_loss: 0.0311788 | Time: 3770.25 ms
[2022-02-03 14:59:25 main:574] : INFO : Epoch 1915 | loss: 0.0311754 | val_loss: 0.0311819 | Time: 3857.64 ms
[2022-02-03 14:59:29 main:574] : INFO : Epoch 1916 | loss: 0.0311779 | val_loss: 0.0311845 | Time: 3814.47 ms
[2022-02-03 14:59:33 main:574] : INFO : Epoch 1917 | loss: 0.0311796 | val_loss: 0.0311919 | Time: 3754 ms
[2022-02-03 14:59:36 main:574] : INFO : Epoch 1918 | loss: 0.0311772 | val_loss: 0.0311816 | Time: 3775.2 ms
[2022-02-03 14:59:40 main:574] : INFO : Epoch 1919 | loss: 0.0311755 | val_loss: 0.0311812 | Time: 3771.67 ms
[2022-02-03 14:59:44 main:574] : INFO : Epoch 1920 | loss: 0.0311761 | val_loss: 0.0311806 | Time: 3689.47 ms
[2022-02-03 14:59:48 main:574] : INFO : Epoch 1921 | loss: 0.0311747 | val_loss: 0.03118 | Time: 3701.78 ms
[2022-02-03 14:59:52 main:574] : INFO : Epoch 1922 | loss: 0.031174 | val_loss: 0.0311806 | Time: 3806.74 ms
[2022-02-03 14:59:55 main:574] : INFO : Epoch 1923 | loss: 0.0311727 | val_loss: 0.0311794 | Time: 3732.75 ms
[2022-02-03 14:59:59 main:574] : INFO : Epoch 1924 | loss: 0.0311742 | val_loss: 0.0311791 | Time: 3758.2 ms
[2022-02-03 15:00:03 main:574] : INFO : Epoch 1925 | loss: 0.0311741 | val_loss: 0.0311816 | Time: 3744.69 ms
[2022-02-03 15:00:07 main:574] : INFO : Epoch 1926 | loss: 0.0311728 | val_loss: 0.0311782 | Time: 3839.78 ms
[2022-02-03 15:00:11 main:574] : INFO : Epoch 1927 | loss: 0.0311718 | val_loss: 0.0311771 | Time: 3699.91 ms
[2022-02-03 15:00:14 main:574] : INFO : Epoch 1928 | loss: 0.0311705 | val_loss: 0.031183 | Time: 3723.27 ms
[2022-02-03 15:00:18 main:574] : INFO : Epoch 1929 | loss: 0.0311712 | val_loss: 0.0311807 | Time: 3678.94 ms
[2022-02-03 15:00:21 main:574] : INFO : Epoch 1930 | loss: 0.0311738 | val_loss: 0.0311858 | Time: 3400.75 ms
[2022-02-03 15:00:25 main:574] : INFO : Epoch 1931 | loss: 0.0311765 | val_loss: 0.0311794 | Time: 3432.26 ms
[2022-02-03 15:00:28 main:574] : INFO : Epoch 1932 | loss: 0.0311742 | val_loss: 0.0311806 | Time: 3420.37 ms
[2022-02-03 15:00:32 main:574] : INFO : Epoch 1933 | loss: 0.0311749 | val_loss: 0.0311851 | Time: 3407.39 ms
[2022-02-03 15:00:35 main:574] : INFO : Epoch 1934 | loss: 0.0311738 | val_loss: 0.0311874 | Time: 3448.04 ms
[2022-02-03 15:00:39 main:574] : INFO : Epoch 1935 | loss: 0.0311831 | val_loss: 0.0311837 | Time: 3410.92 ms
[2022-02-03 15:00:42 main:574] : INFO : Epoch 1936 | loss: 0.031179 | val_loss: 0.0311814 | Time: 3446.7 ms
[2022-02-03 15:00:46 main:574] : INFO : Epoch 1937 | loss: 0.0311767 | val_loss: 0.0311801 | Time: 3440.45 ms
[2022-02-03 15:00:49 main:574] : INFO : Epoch 1938 | loss: 0.0311749 | val_loss: 0.0311833 | Time: 3427.52 ms
[2022-02-03 15:00:53 main:574] : INFO : Epoch 1939 | loss: 0.0311787 | val_loss: 0.0311804 | Time: 3402.8 ms
[2022-02-03 15:00:56 main:574] : INFO : Epoch 1940 | loss: 0.0311754 | val_loss: 0.0311919 | Time: 3438.31 ms
[2022-02-03 15:01:00 main:574] : INFO : Epoch 1941 | loss: 0.031175 | val_loss: 0.0311816 | Time: 3479.33 ms
[2022-02-03 15:01:03 main:574] : INFO : Epoch 1942 | loss: 0.0311753 | val_loss: 0.0311797 | Time: 3400.05 ms
[2022-02-03 15:01:07 main:574] : INFO : Epoch 1943 | loss: 0.031174 | val_loss: 0.031181 | Time: 3456.3 ms
[2022-02-03 15:01:10 main:574] : INFO : Epoch 1944 | loss: 0.0311803 | val_loss: 0.0312001 | Time: 3434.24 ms
[2022-02-03 15:01:14 main:574] : INFO : Epoch 1945 | loss: 0.0311823 | val_loss: 0.0311968 | Time: 3426.37 ms
[2022-02-03 15:01:17 main:574] : INFO : Epoch 1946 | loss: 0.0311773 | val_loss: 0.0311822 | Time: 3421.28 ms
[2022-02-03 15:01:20 main:574] : INFO : Epoch 1947 | loss: 0.0311779 | val_loss: 0.0311791 | Time: 3418.9 ms
[2022-02-03 15:01:24 main:574] : INFO : Epoch 1948 | loss: 0.0311769 | val_loss: 0.0311877 | Time: 3420.24 ms
[2022-02-03 15:01:27 main:574] : INFO : Epoch 1949 | loss: 0.031175 | val_loss: 0.0311808 | Time: 3412.51 ms
[2022-02-03 15:01:31 main:574] : INFO : Epoch 1950 | loss: 0.031173 | val_loss: 0.0311804 | Time: 3453.71 ms
[2022-02-03 15:01:34 main:574] : INFO : Epoch 1951 | loss: 0.0311718 | val_loss: 0.031182 | Time: 3411.94 ms
[2022-02-03 15:01:38 main:574] : INFO : Epoch 1952 | loss: 0.0311731 | val_loss: 0.031182 | Time: 3420.15 ms
[2022-02-03 15:01:41 main:574] : INFO : Epoch 1953 | loss: 0.0311737 | val_loss: 0.0311786 | Time: 3460.8 ms
[2022-02-03 15:01:45 main:574] : INFO : Epoch 1954 | loss: 0.0311788 | val_loss: 0.0311962 | Time: 3393.51 ms
[2022-02-03 15:01:48 main:574] : INFO : Epoch 1955 | loss: 0.0311828 | val_loss: 0.0311859 | Time: 3416.59 ms
[2022-02-03 15:01:52 main:574] : INFO : Epoch 1956 | loss: 0.0311833 | val_loss: 0.0311817 | Time: 3408.76 ms
[2022-02-03 15:01:55 main:574] : INFO : Epoch 1957 | loss: 0.0311809 | val_loss: 0.0311809 | Time: 3442.38 ms
[2022-02-03 15:01:59 main:574] : INFO : Epoch 1958 | loss: 0.0311803 | val_loss: 0.0311825 | Time: 3459.88 ms
[2022-02-03 15:02:02 main:574] : INFO : Epoch 1959 | loss: 0.0311814 | val_loss: 0.0311875 | Time: 3408.18 ms
[2022-02-03 15:02:06 main:574] : INFO : Epoch 1960 | loss: 0.0311801 | val_loss: 0.0311807 | Time: 3466.75 ms
[2022-02-03 15:02:09 main:574] : INFO : Epoch 1961 | loss: 0.0311788 | val_loss: 0.0311803 | Time: 3454.82 ms
[2022-02-03 15:02:13 main:574] : INFO : Epoch 1962 | loss: 0.0311797 | val_loss: 0.031184 | Time: 3418.46 ms
[2022-02-03 15:02:16 main:574] : INFO : Epoch 1963 | loss: 0.0311788 | val_loss: 0.0311831 | Time: 3428.63 ms
[2022-02-03 15:02:20 main:574] : INFO : Epoch 1964 | loss: 0.031178 | val_loss: 0.0311793 | Time: 3443.64 ms
[2022-02-03 15:02:23 main:574] : INFO : Epoch 1965 | loss: 0.0311785 | val_loss: 0.0311876 | Time: 3441.54 ms
[2022-02-03 15:02:26 main:574] : INFO : Epoch 1966 | loss: 0.0311835 | val_loss: 0.0311823 | Time: 3425.62 ms
[2022-02-03 15:02:30 main:574] : INFO : Epoch 1967 | loss: 0.031179 | val_loss: 0.03118 | Time: 3456.35 ms
[2022-02-03 15:02:33 main:574] : INFO : Epoch 1968 | loss: 0.0311787 | val_loss: 0.0311817 | Time: 3415.57 ms
[2022-02-03 15:02:37 main:574] : INFO : Epoch 1969 | loss: 0.0311795 | val_loss: 0.0311851 | Time: 3416.59 ms
[2022-02-03 15:02:40 main:574] : INFO : Epoch 1970 | loss: 0.0311824 | val_loss: 0.0311801 | Time: 3405.51 ms
[2022-02-03 15:02:44 main:574] : INFO : Epoch 1971 | loss: 0.0311789 | val_loss: 0.031183 | Time: 3430.69 ms
[2022-02-03 15:02:47 main:574] : INFO : Epoch 1972 | loss: 0.0311802 | val_loss: 0.0311824 | Time: 3417.62 ms
[2022-02-03 15:02:51 main:574] : INFO : Epoch 1973 | loss: 0.0311775 | val_loss: 0.0311799 | Time: 3430.08 ms
[2022-02-03 15:02:54 main:574] : INFO : Epoch 1974 | loss: 0.0311766 | val_loss: 0.0311805 | Time: 3443.06 ms
[2022-02-03 15:02:58 main:574] : INFO : Epoch 1975 | loss: 0.031177 | val_loss: 0.0311817 | Time: 3439.07 ms
[2022-02-03 15:03:01 main:574] : INFO : Epoch 1976 | loss: 0.0311783 | val_loss: 0.0311852 | Time: 3438.92 ms
[2022-02-03 15:03:05 main:574] : INFO : Epoch 1977 | loss: 0.031179 | val_loss: 0.031179 | Time: 3424.53 ms
[2022-02-03 15:03:08 main:574] : INFO : Epoch 1978 | loss: 0.0311774 | val_loss: 0.0311798 | Time: 3421 ms
[2022-02-03 15:03:11 main:574] : INFO : Epoch 1979 | loss: 0.0311762 | val_loss: 0.03118 | Time: 3394.9 ms
[2022-02-03 15:03:15 main:574] : INFO : Epoch 1980 | loss: 0.0311772 | val_loss: 0.0311809 | Time: 3459.24 ms
[2022-02-03 15:03:18 main:574] : INFO : Epoch 1981 | loss: 0.0311775 | val_loss: 0.03118 | Time: 3429.11 ms
[2022-02-03 15:03:22 main:574] : INFO : Epoch 1982 | loss: 0.0311782 | val_loss: 0.031178 | Time: 3416.45 ms
[2022-02-03 15:03:25 main:574] : INFO : Epoch 1983 | loss: 0.0311753 | val_loss: 0.0311799 | Time: 3427.47 ms
[2022-02-03 15:03:29 main:574] : INFO : Epoch 1984 | loss: 0.0311755 | val_loss: 0.0311797 | Time: 3411.59 ms
[2022-02-03 15:03:32 main:574] : INFO : Epoch 1985 | loss: 0.0311759 | val_loss: 0.0311778 | Time: 3439.05 ms
[2022-02-03 15:03:36 main:574] : INFO : Epoch 1986 | loss: 0.0311765 | val_loss: 0.0311811 | Time: 3407.62 ms
[2022-02-03 15:03:39 main:574] : INFO : Epoch 1987 | loss: 0.031181 | val_loss: 0.0311874 | Time: 3507.73 ms
[2022-02-03 15:03:43 main:574] : INFO : Epoch 1988 | loss: 0.0311839 | val_loss: 0.0311862 | Time: 3488.52 ms
[2022-02-03 15:03:46 main:574] : INFO : Epoch 1989 | loss: 0.0311818 | val_loss: 0.0311895 | Time: 3397.61 ms
[2022-02-03 15:03:50 main:574] : INFO : Epoch 1990 | loss: 0.0311824 | val_loss: 0.0311806 | Time: 3440.19 ms
[2022-02-03 15:03:53 main:574] : INFO : Epoch 1991 | loss: 0.0311782 | val_loss: 0.0311796 | Time: 3427.63 ms
[2022-02-03 15:03:57 main:574] : INFO : Epoch 1992 | loss: 0.0311772 | val_loss: 0.0311895 | Time: 3424.65 ms
[2022-02-03 15:04:00 main:574] : INFO : Epoch 1993 | loss: 0.0311789 | val_loss: 0.0311866 | Time: 3432.93 ms
[2022-02-03 15:04:04 main:574] : INFO : Epoch 1994 | loss: 0.0311769 | val_loss: 0.0311809 | Time: 3396.22 ms
[2022-02-03 15:04:07 main:574] : INFO : Epoch 1995 | loss: 0.0311771 | val_loss: 0.0311842 | Time: 3437.99 ms
[2022-02-03 15:04:10 main:574] : INFO : Epoch 1996 | loss: 0.031178 | val_loss: 0.0311848 | Time: 3463.64 ms
[2022-02-03 15:04:14 main:574] : INFO : Epoch 1997 | loss: 0.0311805 | val_loss: 0.0311784 | Time: 3393.89 ms
[2022-02-03 15:04:17 main:574] : INFO : Epoch 1998 | loss: 0.0311759 | val_loss: 0.031179 | Time: 3493.06 ms
[2022-02-03 15:04:21 main:574] : INFO : Epoch 1999 | loss: 0.0311752 | val_loss: 0.03118 | Time: 3417.67 ms
[2022-02-03 15:04:24 main:574] : INFO : Epoch 2000 | loss: 0.0311776 | val_loss: 0.0311789 | Time: 3431.33 ms
[2022-02-03 15:04:28 main:574] : INFO : Epoch 2001 | loss: 0.0311774 | val_loss: 0.0311808 | Time: 3434.29 ms
[2022-02-03 15:04:31 main:574] : INFO : Epoch 2002 | loss: 0.0311776 | val_loss: 0.031179 | Time: 3447.34 ms
[2022-02-03 15:04:35 main:574] : INFO : Epoch 2003 | loss: 0.0311755 | val_loss: 0.0311779 | Time: 3432.92 ms
[2022-02-03 15:04:38 main:574] : INFO : Epoch 2004 | loss: 0.0311744 | val_loss: 0.0311795 | Time: 3426.46 ms
[2022-02-03 15:04:42 main:574] : INFO : Epoch 2005 | loss: 0.0311757 | val_loss: 0.0311855 | Time: 3400.72 ms
[2022-02-03 15:04:45 main:574] : INFO : Epoch 2006 | loss: 0.0311814 | val_loss: 0.0311823 | Time: 3407.1 ms
[2022-02-03 15:04:49 main:574] : INFO : Epoch 2007 | loss: 0.0311768 | val_loss: 0.0311776 | Time: 3426.96 ms
[2022-02-03 15:04:52 main:574] : INFO : Epoch 2008 | loss: 0.0311741 | val_loss: 0.0311776 | Time: 3431.58 ms
[2022-02-03 15:04:56 main:574] : INFO : Epoch 2009 | loss: 0.031175 | val_loss: 0.0311801 | Time: 3452.85 ms
[2022-02-03 15:04:59 main:574] : INFO : Epoch 2010 | loss: 0.031176 | val_loss: 0.0311839 | Time: 3453.7 ms
[2022-02-03 15:05:03 main:574] : INFO : Epoch 2011 | loss: 0.0311759 | val_loss: 0.0311854 | Time: 3445.2 ms
[2022-02-03 15:05:06 main:574] : INFO : Epoch 2012 | loss: 0.0311767 | val_loss: 0.03118 | Time: 3428.78 ms
[2022-02-03 15:05:09 main:574] : INFO : Epoch 2013 | loss: 0.0311741 | val_loss: 0.0311822 | Time: 3406.58 ms
[2022-02-03 15:05:13 main:574] : INFO : Epoch 2014 | loss: 0.0311792 | val_loss: 0.0311864 | Time: 3414.68 ms
[2022-02-03 15:05:16 main:574] : INFO : Epoch 2015 | loss: 0.0311783 | val_loss: 0.0311825 | Time: 3431.81 ms
[2022-02-03 15:05:20 main:574] : INFO : Epoch 2016 | loss: 0.0311755 | val_loss: 0.0311798 | Time: 3399.91 ms
[2022-02-03 15:05:23 main:574] : INFO : Epoch 2017 | loss: 0.0311739 | val_loss: 0.0311801 | Time: 3411.37 ms
[2022-02-03 15:05:27 main:574] : INFO : Epoch 2018 | loss: 0.031174 | val_loss: 0.0311797 | Time: 3514.86 ms
[2022-02-03 15:05:30 main:574] : INFO : Epoch 2019 | loss: 0.0311747 | val_loss: 0.0311796 | Time: 3442.6 ms
[2022-02-03 15:05:34 main:574] : INFO : Epoch 2020 | loss: 0.0311769 | val_loss: 0.0311801 | Time: 3397.55 ms
[2022-02-03 15:05:37 main:574] : INFO : Epoch 2021 | loss: 0.0311758 | val_loss: 0.0311815 | Time: 3453.56 ms
[2022-02-03 15:05:41 main:574] : INFO : Epoch 2022 | loss: 0.031178 | val_loss: 0.0311802 | Time: 3450.98 ms
[2022-02-03 15:05:44 main:574] : INFO : Epoch 2023 | loss: 0.0311772 | val_loss: 0.0311898 | Time: 3442.85 ms
[2022-02-03 15:05:48 main:574] : INFO : Epoch 2024 | loss: 0.0311805 | val_loss: 0.0311894 | Time: 3453.86 ms
[2022-02-03 15:05:51 main:574] : INFO : Epoch 2025 | loss: 0.0311765 | val_loss: 0.0311781 | Time: 3462.44 ms
[2022-02-03 15:05:55 main:574] : INFO : Epoch 2026 | loss: 0.0311765 | val_loss: 0.0311821 | Time: 3403.22 ms
[2022-02-03 15:05:58 main:574] : INFO : Epoch 2027 | loss: 0.0311784 | val_loss: 0.0311824 | Time: 3418.99 ms
[2022-02-03 15:06:02 main:574] : INFO : Epoch 2028 | loss: 0.03118 | val_loss: 0.0311839 | Time: 3415.23 ms
[2022-02-03 15:06:05 main:574] : INFO : Epoch 2029 | loss: 0.0311774 | val_loss: 0.0311817 | Time: 3432.07 ms
[2022-02-03 15:06:09 main:574] : INFO : Epoch 2030 | loss: 0.0311763 | val_loss: 0.0311792 | Time: 3435.46 ms
[2022-02-03 15:06:12 main:574] : INFO : Epoch 2031 | loss: 0.0311778 | val_loss: 0.031183 | Time: 3434.88 ms
[2022-02-03 15:06:15 main:574] : INFO : Epoch 2032 | loss: 0.0311766 | val_loss: 0.0311828 | Time: 3419.79 ms
[2022-02-03 15:06:19 main:574] : INFO : Epoch 2033 | loss: 0.0311797 | val_loss: 0.0311788 | Time: 3474.26 ms
[2022-02-03 15:06:22 main:574] : INFO : Epoch 2034 | loss: 0.0311735 | val_loss: 0.0311799 | Time: 3449.01 ms
[2022-02-03 15:06:26 main:574] : INFO : Epoch 2035 | loss: 0.0311726 | val_loss: 0.0311791 | Time: 3451.68 ms
[2022-02-03 15:06:29 main:574] : INFO : Epoch 2036 | loss: 0.0311731 | val_loss: 0.0311774 | Time: 3448.92 ms
[2022-02-03 15:06:33 main:574] : INFO : Epoch 2037 | loss: 0.0311746 | val_loss: 0.0311785 | Time: 3453.04 ms
[2022-02-03 15:06:36 main:574] : INFO : Epoch 2038 | loss: 0.0311744 | val_loss: 0.0311846 | Time: 3423.86 ms
[2022-02-03 15:06:40 main:574] : INFO : Epoch 2039 | loss: 0.0311732 | val_loss: 0.0311802 | Time: 3444.28 ms
[2022-02-03 15:06:43 main:574] : INFO : Epoch 2040 | loss: 0.0311788 | val_loss: 0.0311873 | Time: 3415.52 ms
[2022-02-03 15:06:47 main:574] : INFO : Epoch 2041 | loss: 0.0311799 | val_loss: 0.0311958 | Time: 3441.53 ms
[2022-02-03 15:06:50 main:574] : INFO : Epoch 2042 | loss: 0.0311774 | val_loss: 0.031183 | Time: 3429.62 ms
[2022-02-03 15:06:54 main:574] : INFO : Epoch 2043 | loss: 0.0311744 | val_loss: 0.0311873 | Time: 3413.2 ms
[2022-02-03 15:06:57 main:574] : INFO : Epoch 2044 | loss: 0.031176 | val_loss: 0.031179 | Time: 3441.6 ms
[2022-02-03 15:07:01 main:574] : INFO : Epoch 2045 | loss: 0.0311732 | val_loss: 0.0311794 | Time: 3489.37 ms
[2022-02-03 15:07:04 main:574] : INFO : Epoch 2046 | loss: 0.0311734 | val_loss: 0.0311779 | Time: 3417.49 ms
[2022-02-03 15:07:08 main:574] : INFO : Epoch 2047 | loss: 0.0311733 | val_loss: 0.0311817 | Time: 3445 ms
[2022-02-03 15:07:11 main:574] : INFO : Epoch 2048 | loss: 0.0311738 | val_loss: 0.0311784 | Time: 3516.24 ms
[2022-02-03 15:07:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311784
[2022-02-03 15:07:11 main:603] : INFO : Saving end state to config to file
[2022-02-03 15:07:11 main:608] : INFO : Success, exiting..
15:07:11 (30716): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)