Task 14597080
| Name | ParityModified-1647048841-2850-3-0_0 |
| Workunit | 11618325 |
| Created | 11 Apr 2022, 10:40:22 UTC |
| Sent | 11 Apr 2022, 10:40:37 UTC |
| Report deadline | 19 Apr 2022, 10:40:37 UTC |
| Received | 11 Apr 2022, 12:58:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13155 |
| Run time | 2 hours 5 min 21 sec |
| CPU time | 2 hours 1 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,068.10 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 2-04-11 05:26:50 main:574] : INFO : Epoch 1542 | loss: 0.0307863 | val_loss: 0.0309044 | Time: 3548.27 ms [2022-04-11 05:26:53 main:574] : INFO : Epoch 1543 | loss: 0.0307908 | val_loss: 0.0308967 | Time: 3558.33 ms [2022-04-11 05:26:57 main:574] : INFO : Epoch 1544 | loss: 0.0307777 | val_loss: 0.0309225 | Time: 3874.09 ms [2022-04-11 05:27:01 main:574] : INFO : Epoch 1545 | loss: 0.0307743 | val_loss: 0.0309023 | Time: 3752.93 ms [2022-04-11 05:27:05 main:574] : INFO : Epoch 1546 | loss: 0.0307827 | val_loss: 0.0309479 | Time: 3537.56 ms [2022-04-11 05:27:08 main:574] : INFO : Epoch 1547 | loss: 0.0308105 | val_loss: 0.0309157 | Time: 3611.49 ms [2022-04-11 05:27:12 main:574] : INFO : Epoch 1548 | loss: 0.0307858 | val_loss: 0.030925 | Time: 3689.29 ms [2022-04-11 05:27:16 main:574] : INFO : Epoch 1549 | loss: 0.0307893 | val_loss: 0.0308958 | Time: 3506.7 ms [2022-04-11 05:27:19 main:574] : INFO : Epoch 1550 | loss: 0.0307993 | val_loss: 0.030916 | Time: 3551.13 ms [2022-04-11 05:27:23 main:574] : INFO : Epoch 1551 | loss: 0.0307963 | val_loss: 0.0309116 | Time: 3773.98 ms [2022-04-11 05:27:27 main:574] : INFO : Epoch 1552 | loss: 0.0307842 | val_loss: 0.0309031 | Time: 3596.98 ms [2022-04-11 05:27:31 main:574] : INFO : Epoch 1553 | loss: 0.0307787 | val_loss: 0.0309105 | Time: 3880.32 ms [2022-04-11 05:27:34 main:574] : INFO : Epoch 1554 | loss: 0.0307866 | val_loss: 0.0309133 | Time: 3516.62 ms [2022-04-11 05:27:38 main:574] : INFO : Epoch 1555 | loss: 0.0307948 | val_loss: 0.0308941 | Time: 3544.16 ms [2022-04-11 05:27:42 main:574] : INFO : Epoch 1556 | loss: 0.0307775 | val_loss: 0.0309085 | Time: 3881.91 ms [2022-04-11 05:27:45 main:574] : INFO : Epoch 1557 | loss: 0.0307844 | val_loss: 0.0308935 | Time: 3554.19 ms [2022-04-11 05:27:49 main:574] : INFO : Epoch 1558 | loss: 0.0307786 | val_loss: 0.0309042 | Time: 3533.84 ms [2022-04-11 05:27:53 main:574] : INFO : Epoch 1559 | loss: 0.0307728 | val_loss: 0.0309049 | Time: 3660.94 ms [2022-04-11 05:27:56 main:574] : INFO : Epoch 1560 | loss: 0.0307676 | val_loss: 0.0309 | Time: 3525.09 ms [2022-04-11 05:28:00 main:574] : INFO : Epoch 1561 | loss: 0.0307645 | val_loss: 0.0309165 | Time: 3560.29 ms [2022-04-11 05:28:03 main:574] : INFO : Epoch 1562 | loss: 0.0307629 | val_loss: 0.0309071 | Time: 3545.14 ms [2022-04-11 05:28:07 main:574] : INFO : Epoch 1563 | loss: 0.030777 | val_loss: 0.0308967 | Time: 3552.7 ms [2022-04-11 05:28:11 main:574] : INFO : Epoch 1564 | loss: 0.0307835 | val_loss: 0.0309192 | Time: 3692.23 ms [2022-04-11 05:28:14 main:574] : INFO : Epoch 1565 | loss: 0.0307832 | val_loss: 0.0309136 | Time: 3544.44 ms [2022-04-11 05:28:18 main:574] : INFO : Epoch 1566 | loss: 0.0307787 | val_loss: 0.0309156 | Time: 3441.78 ms [2022-04-11 05:28:22 main:574] : INFO : Epoch 1567 | loss: 0.0308166 | val_loss: 0.030906 | Time: 3700.52 ms [2022-04-11 05:28:25 main:574] : INFO : Epoch 1568 | loss: 0.0308104 | val_loss: 0.0308926 | Time: 3544.65 ms [2022-04-11 05:28:29 main:574] : INFO : Epoch 1569 | loss: 0.0308033 | val_loss: 0.0309094 | Time: 4069.93 ms [2022-04-11 05:28:33 main:574] : INFO : Epoch 1570 | loss: 0.0307896 | val_loss: 0.0309142 | Time: 3585.26 ms [2022-04-11 05:28:37 main:574] : INFO : Epoch 1571 | loss: 0.0307796 | val_loss: 0.0309073 | Time: 3545.53 ms [2022-04-11 05:28:40 main:574] : INFO : Epoch 1572 | loss: 0.0307871 | val_loss: 0.0309 | Time: 3737.22 ms [2022-04-11 05:28:44 main:574] : INFO : Epoch 1573 | loss: 0.0308202 | val_loss: 0.0309098 | Time: 3549.84 ms [2022-04-11 05:28:48 main:574] : INFO : Epoch 1574 | loss: 0.0308113 | val_loss: 0.0308978 | Time: 3601.15 ms [2022-04-11 05:28:51 main:574] : INFO : Epoch 1575 | loss: 0.0307953 | val_loss: 0.0309064 | Time: 3726.72 ms [2022-04-11 05:28:55 main:574] : INFO : Epoch 1576 | loss: 0.030796 | val_loss: 0.0309015 | Time: 3541.68 ms [2022-04-11 05:28:59 main:574] : INFO : Epoch 1577 | loss: 0.0307908 | val_loss: 0.0309063 | Time: 3545.73 ms [2022-04-11 05:29:02 main:574] : INFO : Epoch 1578 | loss: 0.0307772 | val_loss: 0.0308942 | Time: 3724.96 ms [2022-04-11 05:29:06 main:574] : INFO : Epoch 1579 | loss: 0.0307783 | val_loss: 0.0308915 | Time: 3547.02 ms [2022-04-11 05:29:10 main:574] : INFO : Epoch 1580 | loss: 0.0308104 | val_loss: 0.0309093 | Time: 3566.24 ms [2022-04-11 05:29:13 main:574] : INFO : Epoch 1581 | loss: 0.0308655 | val_loss: 0.0310124 | Time: 3623.43 ms [2022-04-11 05:29:17 main:574] : INFO : Epoch 1582 | loss: 0.0309369 | val_loss: 0.0309761 | Time: 3526.56 ms [2022-04-11 05:29:21 main:574] : INFO : Epoch 1583 | loss: 0.030871 | val_loss: 0.0309158 | Time: 3654.37 ms [2022-04-11 05:29:24 main:574] : INFO : Epoch 1584 | loss: 0.0308425 | val_loss: 0.030914 | Time: 3496.32 ms [2022-04-11 05:29:28 main:574] : INFO : Epoch 1585 | loss: 0.0308387 | val_loss: 0.0309134 | Time: 3637.27 ms [2022-04-11 05:29:32 main:574] : INFO : Epoch 1586 | loss: 0.0308189 | val_loss: 0.0309012 | Time: 3861.93 ms [2022-04-11 05:29:35 main:574] : INFO : Epoch 1587 | loss: 0.0308012 | val_loss: 0.0308984 | Time: 3543.55 ms [2022-04-11 05:29:39 main:574] : INFO : Epoch 1588 | loss: 0.0307983 | val_loss: 0.0308973 | Time: 3540.77 ms [2022-04-11 05:29:43 main:574] : INFO : Epoch 1589 | loss: 0.030796 | val_loss: 0.0308923 | Time: 3817.83 ms [2022-04-11 05:29:46 main:574] : INFO : Epoch 1590 | loss: 0.0307866 | val_loss: 0.0309008 | Time: 3527.89 ms [2022-04-11 05:29:50 main:574] : INFO : Epoch 1591 | loss: 0.0307962 | val_loss: 0.0308811 | Time: 3579.81 ms [2022-04-11 05:29:54 main:574] : INFO : Epoch 1592 | loss: 0.030787 | val_loss: 0.0308821 | Time: 3542.62 ms [2022-04-11 05:29:57 main:574] : INFO : Epoch 1593 | loss: 0.0307746 | val_loss: 0.0308853 | Time: 3561.22 ms [2022-04-11 05:30:01 main:574] : INFO : Epoch 1594 | loss: 0.03078 | val_loss: 0.0308807 | Time: 3581.58 ms [2022-04-11 05:30:04 main:574] : INFO : Epoch 1595 | loss: 0.0307782 | val_loss: 0.0308864 | Time: 3518.71 ms [2022-04-11 05:30:08 main:574] : INFO : Epoch 1596 | loss: 0.030774 | val_loss: 0.0308806 | Time: 3466.17 ms [2022-04-11 05:30:12 main:574] : INFO : Epoch 1597 | loss: 0.0307785 | val_loss: 0.0308884 | Time: 3622.99 ms [2022-04-11 05:30:15 main:574] : INFO : Epoch 1598 | loss: 0.0307808 | val_loss: 0.0308886 | Time: 3564.62 ms [2022-04-11 05:30:19 main:574] : INFO : Epoch 1599 | loss: 0.0307779 | val_loss: 0.0308949 | Time: 3592.14 ms [2022-04-11 05:30:22 main:574] : INFO : Epoch 1600 | loss: 0.0307772 | val_loss: 0.0308822 | Time: 3484.91 ms [2022-04-11 05:30:26 main:574] : INFO : Epoch 1601 | loss: 0.0307699 | val_loss: 0.0308753 | Time: 3552.36 ms [2022-04-11 05:30:30 main:574] : INFO : Epoch 1602 | loss: 0.0307776 | val_loss: 0.0308679 | Time: 3862.72 ms [2022-04-11 05:30:34 main:574] : INFO : Epoch 1603 | loss: 0.0307767 | val_loss: 0.0308824 | Time: 3561.05 ms [2022-04-11 05:30:37 main:574] : INFO : Epoch 1604 | loss: 0.0307801 | val_loss: 0.0308616 | Time: 3543.4 ms [2022-04-11 05:30:41 main:574] : INFO : Epoch 1605 | loss: 0.0307757 | val_loss: 0.030881 | Time: 3638.77 ms [2022-04-11 05:30:44 main:574] : INFO : Epoch 1606 | loss: 0.0307846 | val_loss: 0.0308639 | Time: 3534.25 ms [2022-04-11 05:30:48 main:574] : INFO : Epoch 1607 | loss: 0.0308256 | val_loss: 0.0308939 | Time: 3519.09 ms [2022-04-11 05:30:52 main:574] : INFO : Epoch 1608 | loss: 0.0308565 | val_loss: 0.0309062 | Time: 3684.18 ms [2022-04-11 05:30:55 main:574] : INFO : Epoch 1609 | loss: 0.030823 | val_loss: 0.0308797 | Time: 3519.8 ms [2022-04-11 05:30:59 main:574] : INFO : Epoch 1610 | loss: 0.0307951 | val_loss: 0.030866 | Time: 3543.35 ms [2022-04-11 05:31:03 main:574] : INFO : Epoch 1611 | loss: 0.0307875 | val_loss: 0.030884 | Time: 3635.47 ms [2022-04-11 05:31:06 main:574] : INFO : Epoch 1612 | loss: 0.0307865 | val_loss: 0.0308903 | Time: 3533.93 ms [2022-04-11 05:31:10 main:574] : INFO : Epoch 1613 | loss: 0.0307854 | val_loss: 0.0308718 | Time: 3626.84 ms [2022-04-11 05:31:14 main:574] : INFO : Epoch 1614 | loss: 0.0307719 | val_loss: 0.0308628 | Time: 3612.9 ms [2022-04-11 05:31:17 main:574] : INFO : Epoch 1615 | loss: 0.0307624 | val_loss: 0.030866 | Time: 3526.67 ms [2022-04-11 05:31:21 main:574] : INFO : Epoch 1616 | loss: 0.030761 | val_loss: 0.0308831 | Time: 3513.29 ms [2022-04-11 05:31:24 main:574] : INFO : Epoch 1617 | loss: 0.0307647 | val_loss: 0.0308853 | Time: 3530.85 ms [2022-04-11 05:31:28 main:574] : INFO : Epoch 1618 | loss: 0.0307776 | val_loss: 0.0308641 | Time: 3654.79 ms [2022-04-11 05:31:32 main:574] : INFO : Epoch 1619 | loss: 0.0307926 | val_loss: 0.0308815 | Time: 3743.44 ms [2022-04-11 05:31:35 main:574] : INFO : Epoch 1620 | loss: 0.0307963 | val_loss: 0.0308759 | Time: 3535.99 ms [2022-04-11 05:31:39 main:574] : INFO : Epoch 1621 | loss: 0.0307921 | val_loss: 0.0308596 | Time: 3543.83 ms [2022-04-11 05:31:43 main:574] : INFO : Epoch 1622 | loss: 0.0307898 | val_loss: 0.0308674 | Time: 3884.45 ms [2022-04-11 05:31:47 main:574] : INFO : Epoch 1623 | loss: 0.0307753 | val_loss: 0.030872 | Time: 3536.2 ms [2022-04-11 05:31:50 main:574] : INFO : Epoch 1624 | loss: 0.0307661 | val_loss: 0.0308774 | Time: 3602.37 ms [2022-04-11 05:31:54 main:574] : INFO : Epoch 1625 | loss: 0.0307975 | val_loss: 0.0308819 | Time: 3483.58 ms [2022-04-11 05:31:57 main:574] : INFO : Epoch 1626 | loss: 0.030794 | val_loss: 0.0308607 | Time: 3527.91 ms [2022-04-11 05:32:01 main:574] : INFO : Epoch 1627 | loss: 0.0307687 | val_loss: 0.0308721 | Time: 3582.66 ms [2022-04-11 05:32:04 main:574] : INFO : Epoch 1628 | loss: 0.0307665 | val_loss: 0.0308604 | Time: 3530.41 ms [2022-04-11 05:32:08 main:574] : INFO : Epoch 1629 | loss: 0.0307615 | val_loss: 0.0308643 | Time: 3534.38 ms [2022-04-11 05:32:12 main:574] : INFO : Epoch 1630 | loss: 0.0307601 | val_loss: 0.0308516 | Time: 3609.75 ms [2022-04-11 05:32:15 main:574] : INFO : Epoch 1631 | loss: 0.0307673 | val_loss: 0.0308709 | Time: 3526.05 ms [2022-04-11 05:32:19 main:574] : INFO : Epoch 1632 | loss: 0.0307651 | val_loss: 0.0308916 | Time: 3539.67 ms [2022-04-11 05:32:23 main:574] : INFO : Epoch 1633 | loss: 0.0307727 | val_loss: 0.0308616 | Time: 3630.89 ms [2022-04-11 05:32:26 main:574] : INFO : Epoch 1634 | loss: 0.0307692 | val_loss: 0.0308679 | Time: 3523.44 ms [2022-04-11 05:32:30 main:574] : INFO : Epoch 1635 | loss: 0.0307608 | val_loss: 0.0308608 | Time: 3890.48 ms [2022-04-11 05:32:34 main:574] : INFO : Epoch 1636 | loss: 0.0307594 | val_loss: 0.0308608 | Time: 3660.39 ms [2022-04-11 05:32:37 main:574] : INFO : Epoch 1637 | loss: 0.0307548 | val_loss: 0.0308696 | Time: 3579.71 ms [2022-04-11 05:32:41 main:574] : INFO : Epoch 1638 | loss: 0.0307567 | val_loss: 0.0308758 | Time: 3818.15 ms [2022-04-11 05:32:45 main:574] : INFO : Epoch 1639 | loss: 0.030759 | val_loss: 0.0308667 | Time: 3528.11 ms [2022-04-11 05:32:49 main:574] : INFO : Epoch 1640 | loss: 0.0307507 | val_loss: 0.030884 | Time: 3529.92 ms [2022-04-11 05:32:52 main:574] : INFO : Epoch 1641 | loss: 0.0307483 | val_loss: 0.0308755 | Time: 3555.74 ms [2022-04-11 05:32:56 main:574] : INFO : Epoch 1642 | loss: 0.030761 | val_loss: 0.0308573 | Time: 3464.07 ms [2022-04-11 05:32:59 main:574] : INFO : Epoch 1643 | loss: 0.0307755 | val_loss: 0.0308769 | Time: 3536.08 ms [2022-04-11 05:33:03 main:574] : INFO : Epoch 1644 | loss: 0.0307644 | val_loss: 0.0308665 | Time: 3696.93 ms [2022-04-11 05:33:07 main:574] : INFO : Epoch 1645 | loss: 0.0307585 | val_loss: 0.030863 | Time: 3531.36 ms [2022-04-11 05:33:10 main:574] : INFO : Epoch 1646 | loss: 0.0307517 | val_loss: 0.0308601 | Time: 3545.45 ms [2022-04-11 05:33:14 main:574] : INFO : Epoch 1647 | loss: 0.0307645 | val_loss: 0.0308778 | Time: 3594.82 ms [2022-04-11 05:33:17 main:574] : INFO : Epoch 1648 | loss: 0.0307934 | val_loss: 0.0308988 | Time: 3530.37 ms [2022-04-11 05:33:21 main:574] : INFO : Epoch 1649 | loss: 0.0308579 | val_loss: 0.0308985 | Time: 3605.83 ms [2022-04-11 05:33:25 main:574] : INFO : Epoch 1650 | loss: 0.0308161 | val_loss: 0.030873 | Time: 3477.87 ms [2022-04-11 05:33:28 main:574] : INFO : Epoch 1651 | loss: 0.0307819 | val_loss: 0.0308757 | Time: 3524.37 ms [2022-04-11 05:33:32 main:574] : INFO : Epoch 1652 | loss: 0.0307888 | val_loss: 0.0308514 | Time: 4012.32 ms [2022-04-11 05:33:36 main:574] : INFO : Epoch 1653 | loss: 0.0307762 | val_loss: 0.0308763 | Time: 3531.34 ms [2022-04-11 05:33:39 main:574] : INFO : Epoch 1654 | loss: 0.0307654 | val_loss: 0.03087 | Time: 3470.74 ms [2022-04-11 05:33:43 main:574] : INFO : Epoch 1655 | loss: 0.0307912 | val_loss: 0.0308955 | Time: 3776.42 ms [2022-04-11 05:33:47 main:574] : INFO : Epoch 1656 | loss: 0.0307985 | val_loss: 0.0308813 | Time: 3526.54 ms [2022-04-11 05:33:50 main:574] : INFO : Epoch 1657 | loss: 0.0307821 | val_loss: 0.0308617 | Time: 3555.36 ms [2022-04-11 05:33:54 main:574] : INFO : Epoch 1658 | loss: 0.0308986 | val_loss: 0.0309379 | Time: 3582.25 ms [2022-04-11 05:33:58 main:574] : INFO : Epoch 1659 | loss: 0.0308515 | val_loss: 0.0308768 | Time: 3632.42 ms [2022-04-11 05:34:01 main:574] : INFO : Epoch 1660 | loss: 0.0308011 | val_loss: 0.030878 | Time: 3670.2 ms [2022-04-11 05:34:05 main:574] : INFO : Epoch 1661 | loss: 0.0307893 | val_loss: 0.0308572 | Time: 3643.71 ms [2022-04-11 05:34:09 main:574] : INFO : Epoch 1662 | loss: 0.0307785 | val_loss: 0.0308497 | Time: 3497.09 ms [2022-04-11 05:34:12 main:574] : INFO : Epoch 1663 | loss: 0.0307762 | val_loss: 0.0308683 | Time: 3630.46 ms [2022-04-11 05:34:16 main:574] : INFO : Epoch 1664 | loss: 0.0307698 | val_loss: 0.0308637 | Time: 3522.98 ms [2022-04-11 05:34:19 main:574] : INFO : Epoch 1665 | loss: 0.0307609 | val_loss: 0.0308414 | Time: 3537.57 ms [2022-04-11 05:34:23 main:574] : INFO : Epoch 1666 | loss: 0.0307547 | val_loss: 0.0308579 | Time: 3850.1 ms [2022-04-11 05:34:27 main:574] : INFO : Epoch 1667 | loss: 0.0307536 | val_loss: 0.0308552 | Time: 3585.46 ms [2022-04-11 05:34:31 main:574] : INFO : Epoch 1668 | loss: 0.0307524 | val_loss: 0.0308559 | Time: 3886.94 ms [2022-04-11 05:34:35 main:574] : INFO : Epoch 1669 | loss: 0.0307524 | val_loss: 0.0308638 | Time: 3530.79 ms [2022-04-11 05:34:38 main:574] : INFO : Epoch 1670 | loss: 0.030749 | val_loss: 0.0308691 | Time: 3547.08 ms [2022-04-11 05:34:42 main:574] : INFO : Epoch 1671 | loss: 0.0307678 | val_loss: 0.0308848 | Time: 3744.28 ms [2022-04-11 05:34:46 main:574] : INFO : Epoch 1672 | loss: 0.0307756 | val_loss: 0.0308655 | Time: 3532.94 ms [2022-04-11 05:34:49 main:574] : INFO : Epoch 1673 | loss: 0.0307587 | val_loss: 0.0308664 | Time: 3645.06 ms [2022-04-11 05:34:53 main:574] : INFO : Epoch 1674 | loss: 0.0307466 | val_loss: 0.0308471 | Time: 3626.42 ms [2022-04-11 05:34:56 main:574] : INFO : Epoch 1675 | loss: 0.0307486 | val_loss: 0.0308607 | Time: 3521.4 ms [2022-04-11 05:35:00 main:574] : INFO : Epoch 1676 | loss: 0.0307449 | val_loss: 0.0308658 | Time: 3554.51 ms [2022-04-11 05:35:04 main:574] : INFO : Epoch 1677 | loss: 0.0307403 | val_loss: 0.0308382 | Time: 3614.66 ms [2022-04-11 05:35:07 main:574] : INFO : Epoch 1678 | loss: 0.0307404 | val_loss: 0.030846 | Time: 3545.78 ms [2022-04-11 05:35:11 main:574] : INFO : Epoch 1679 | loss: 0.0307371 | val_loss: 0.0308483 | Time: 3605.75 ms [2022-04-11 05:35:15 main:574] : INFO : Epoch 1680 | loss: 0.0307444 | val_loss: 0.0308715 | Time: 3519.8 ms [2022-04-11 05:35:18 main:574] : INFO : Epoch 1681 | loss: 0.0307698 | val_loss: 0.03087 | Time: 3547.78 ms [2022-04-11 05:35:22 main:574] : INFO : Epoch 1682 | loss: 0.0307492 | val_loss: 0.0308647 | Time: 3591.86 ms [2022-04-11 05:35:25 main:574] : INFO : Epoch 1683 | loss: 0.0307669 | val_loss: 0.0308616 | Time: 3454.1 ms [2022-04-11 05:35:29 main:574] : INFO : Epoch 1684 | loss: 0.0307677 | val_loss: 0.0308693 | Time: 3639.99 ms [2022-04-11 05:35:33 main:574] : INFO : Epoch 1685 | loss: 0.0307791 | val_loss: 0.0308569 | Time: 3950.94 ms [2022-04-11 05:35:37 main:574] : INFO : Epoch 1686 | loss: 0.0308066 | val_loss: 0.0308669 | Time: 3544.43 ms [2022-04-11 05:35:40 main:574] : INFO : Epoch 1687 | loss: 0.0307863 | val_loss: 0.0308607 | Time: 3552.49 ms [2022-04-11 05:35:44 main:574] : INFO : Epoch 1688 | loss: 0.0308159 | val_loss: 0.0309779 | Time: 3589.02 ms [2022-04-11 05:35:47 main:574] : INFO : Epoch 1689 | loss: 0.0310594 | val_loss: 0.0311531 | Time: 3542.74 ms [2022-04-11 05:35:51 main:574] : INFO : Epoch 1690 | loss: 0.0311426 | val_loss: 0.0310993 | Time: 3616.66 ms [2022-04-11 05:35:55 main:574] : INFO : Epoch 1691 | loss: 0.031104 | val_loss: 0.0310593 | Time: 3551.97 ms [2022-04-11 05:35:58 main:574] : INFO : Epoch 1692 | loss: 0.0310532 | val_loss: 0.03102 | Time: 3548.42 ms [2022-04-11 05:36:02 main:574] : INFO : Epoch 1693 | loss: 0.0310043 | val_loss: 0.0309826 | Time: 3751.06 ms [2022-04-11 05:36:06 main:574] : INFO : Epoch 1694 | loss: 0.030958 | val_loss: 0.0309422 | Time: 3550.65 ms [2022-04-11 05:36:09 main:574] : INFO : Epoch 1695 | loss: 0.030916 | val_loss: 0.0309164 | Time: 3606.06 ms [2022-04-11 05:36:13 main:574] : INFO : Epoch 1696 | loss: 0.0308881 | val_loss: 0.030918 | Time: 3617.72 ms [2022-04-11 05:36:17 main:574] : INFO : Epoch 1697 | loss: 0.030862 | val_loss: 0.030893 | Time: 3547.02 ms [2022-04-11 05:36:20 main:574] : INFO : Epoch 1698 | loss: 0.0308416 | val_loss: 0.0308738 | Time: 3511.41 ms [2022-04-11 05:36:24 main:574] : INFO : Epoch 1699 | loss: 0.0308185 | val_loss: 0.0308801 | Time: 3539 ms [2022-04-11 05:36:27 main:574] : INFO : Epoch 1700 | loss: 0.0308054 | val_loss: 0.0308716 | Time: 3539.77 ms [2022-04-11 05:36:31 main:574] : INFO : Epoch 1701 | loss: 0.0308006 | val_loss: 0.0308537 | Time: 3730.5 ms [2022-04-11 05:36:35 main:574] : INFO : Epoch 1702 | loss: 0.0307837 | val_loss: 0.030866 | Time: 3547.2 ms [2022-04-11 05:36:38 main:574] : INFO : Epoch 1703 | loss: 0.0307853 | val_loss: 0.0308599 | Time: 3544.19 ms [2022-04-11 05:36:42 main:574] : INFO : Epoch 1704 | loss: 0.0307834 | val_loss: 0.0308561 | Time: 3701.98 ms [2022-04-11 05:36:46 main:574] : INFO : Epoch 1705 | loss: 0.0307827 | val_loss: 0.0308361 | Time: 3547.64 ms [2022-04-11 05:36:49 main:574] : INFO : Epoch 1706 | loss: 0.0307677 | val_loss: 0.0308504 | Time: 3548.67 ms [2022-04-11 05:36:53 main:574] : INFO : Epoch 1707 | loss: 0.0307565 | val_loss: 0.0308358 | Time: 3623.96 ms [2022-04-11 05:36:57 main:574] : INFO : Epoch 1708 | loss: 0.0307543 | val_loss: 0.0308473 | Time: 3525.15 ms [2022-04-11 05:37:00 main:574] : INFO : Epoch 1709 | loss: 0.0307503 | val_loss: 0.0308477 | Time: 3566.7 ms [2022-04-11 05:37:04 main:574] : INFO : Epoch 1710 | loss: 0.0307545 | val_loss: 0.0308543 | Time: 3604.46 ms [2022-04-11 05:37:08 main:574] : INFO : Epoch 1711 | loss: 0.030774 | val_loss: 0.0308737 | Time: 3561.77 ms [2022-04-11 05:37:11 main:574] : INFO : Epoch 1712 | loss: 0.0308069 | val_loss: 0.0308395 | Time: 3633.84 ms [2022-04-11 05:37:15 main:574] : INFO : Epoch 1713 | loss: 0.0307672 | val_loss: 0.0308549 | Time: 3573.88 ms [2022-04-11 05:37:18 main:574] : INFO : Epoch 1714 | loss: 0.0307505 | val_loss: 0.0308387 | Time: 3531.61 ms [2022-04-11 05:37:22 main:574] : INFO : Epoch 1715 | loss: 0.0307445 | val_loss: 0.0308493 | Time: 3720.47 ms [2022-04-11 05:37:26 main:574] : INFO : Epoch 1716 | loss: 0.0307438 | val_loss: 0.0308569 | Time: 3567.62 ms [2022-04-11 05:37:29 main:574] : INFO : Epoch 1717 | loss: 0.0307525 | val_loss: 0.0308519 | Time: 3590.93 ms [2022-04-11 05:37:33 main:574] : INFO : Epoch 1718 | loss: 0.0307461 | val_loss: 0.030841 | Time: 3864.36 ms [2022-04-11 05:37:37 main:574] : INFO : Epoch 1719 | loss: 0.0307449 | val_loss: 0.0308491 | Time: 3497.88 ms [2022-04-11 05:37:41 main:574] : INFO : Epoch 1720 | loss: 0.030742 | val_loss: 0.0308319 | Time: 3539.65 ms [2022-04-11 05:37:44 main:574] : INFO : Epoch 1721 | loss: 0.030732 | val_loss: 0.0308354 | Time: 3636.76 ms [2022-04-11 05:37:48 main:574] : INFO : Epoch 1722 | loss: 0.0307408 | val_loss: 0.0308323 | Time: 3535.91 ms [2022-04-11 05:37:51 main:574] : INFO : Epoch 1723 | loss: 0.0307488 | val_loss: 0.0308294 | Time: 3626.71 ms [2022-04-11 05:37:55 main:574] : INFO : Epoch 1724 | loss: 0.0307422 | val_loss: 0.0308209 | Time: 3536.42 ms [2022-04-11 05:37:59 main:574] : INFO : Epoch 1725 | loss: 0.0307361 | val_loss: 0.0308562 | Time: 3607.28 ms [2022-04-11 05:38:03 main:574] : INFO : Epoch 1726 | loss: 0.0307425 | val_loss: 0.030825 | Time: 3838.37 ms [2022-04-11 05:38:06 main:574] : INFO : Epoch 1727 | loss: 0.0307304 | val_loss: 0.0308287 | Time: 3524.27 ms [2022-04-11 05:38:10 main:574] : INFO : Epoch 1728 | loss: 0.0307359 | val_loss: 0.0308229 | Time: 3537.19 ms [2022-04-11 05:38:13 main:574] : INFO : Epoch 1729 | loss: 0.0307368 | val_loss: 0.0308239 | Time: 3601.16 ms [2022-04-11 05:38:17 main:574] : INFO : Epoch 1730 | loss: 0.0307281 | val_loss: 0.0308207 | Time: 3534.4 ms [2022-04-11 05:38:21 main:574] : INFO : Epoch 1731 | loss: 0.0307295 | val_loss: 0.0308309 | Time: 3520.4 ms [2022-04-11 05:38:24 main:574] : INFO : Epoch 1732 | loss: 0.030738 | val_loss: 0.0308254 | Time: 3579.8 ms [2022-04-11 05:38:28 main:574] : INFO : Epoch 1733 | loss: 0.0307307 | val_loss: 0.0308313 | Time: 3551.69 ms [2022-04-11 05:38:32 main:574] : INFO : Epoch 1734 | loss: 0.0307161 | val_loss: 0.0308381 | Time: 3684.52 ms [2022-04-11 05:38:35 main:574] : INFO : Epoch 1735 | loss: 0.030743 | val_loss: 0.0308284 | Time: 3519.43 ms [2022-04-11 05:38:39 main:574] : INFO : Epoch 1736 | loss: 0.0307483 | val_loss: 0.0308578 | Time: 3512.09 ms [2022-04-11 05:38:42 main:574] : INFO : Epoch 1737 | loss: 0.0307579 | val_loss: 0.0308331 | Time: 3658.6 ms [2022-04-11 05:38:46 main:574] : INFO : Epoch 1738 | loss: 0.0307401 | val_loss: 0.0308198 | Time: 3499.2 ms [2022-04-11 05:38:49 main:574] : INFO : Epoch 1739 | loss: 0.0307348 | val_loss: 0.0308428 | Time: 3438.17 ms [2022-04-11 05:38:53 main:574] : INFO : Epoch 1740 | loss: 0.0308272 | val_loss: 0.030911 | Time: 3603.06 ms [2022-04-11 05:38:57 main:574] : INFO : Epoch 1741 | loss: 0.0308542 | val_loss: 0.0308638 | Time: 3463.18 ms [2022-04-11 05:39:00 main:574] : INFO : Epoch 1742 | loss: 0.0308351 | val_loss: 0.030849 | Time: 3539.51 ms [2022-04-11 05:39:04 main:574] : INFO : Epoch 1743 | loss: 0.0307965 | val_loss: 0.0308419 | Time: 3746.11 ms [2022-04-11 05:39:08 main:574] : INFO : Epoch 1744 | loss: 0.0308001 | val_loss: 0.0308465 | Time: 3543.87 ms [2022-04-11 05:39:11 main:574] : INFO : Epoch 1745 | loss: 0.030785 | val_loss: 0.0308347 | Time: 3670.82 ms [2022-04-11 05:39:15 main:574] : INFO : Epoch 1746 | loss: 0.0307773 | val_loss: 0.0308234 | Time: 3590.6 ms [2022-04-11 05:39:19 main:574] : INFO : Epoch 1747 | loss: 0.0307625 | val_loss: 0.030825 | Time: 3539.91 ms [2022-04-11 05:39:22 main:574] : INFO : Epoch 1748 | loss: 0.0307525 | val_loss: 0.0308219 | Time: 3574.16 ms [2022-04-11 05:39:26 main:574] : INFO : Epoch 1749 | loss: 0.0307453 | val_loss: 0.0308443 | Time: 3535.73 ms [2022-04-11 05:39:29 main:574] : INFO : Epoch 1750 | loss: 0.0307488 | val_loss: 0.030851 | Time: 3518.46 ms [2022-04-11 05:39:33 main:574] : INFO : Epoch 1751 | loss: 0.0307611 | val_loss: 0.0308298 | Time: 3619.24 ms [2022-04-11 05:39:37 main:574] : INFO : Epoch 1752 | loss: 0.0307458 | val_loss: 0.030837 | Time: 3483.97 ms [2022-04-11 05:39:40 main:574] : INFO : Epoch 1753 | loss: 0.0307402 | val_loss: 0.0308296 | Time: 3536.66 ms [2022-04-11 05:39:44 main:574] : INFO : Epoch 1754 | loss: 0.0307311 | val_loss: 0.0308565 | Time: 3844.43 ms [2022-04-11 05:39:48 main:574] : INFO : Epoch 1755 | loss: 0.0307415 | val_loss: 0.030843 | Time: 3504.35 ms [2022-04-11 05:39:51 main:574] : INFO : Epoch 1756 | loss: 0.0307473 | val_loss: 0.0308563 | Time: 3582.8 ms [2022-04-11 05:39:55 main:574] : INFO : Epoch 1757 | loss: 0.0307604 | val_loss: 0.0308393 | Time: 3532.81 ms [2022-04-11 05:39:58 main:574] : INFO : Epoch 1758 | loss: 0.0307529 | val_loss: 0.03085 | Time: 3525.18 ms [2022-04-11 05:40:02 main:574] : INFO : Epoch 1759 | loss: 0.0308124 | val_loss: 0.0308633 | Time: 3654.05 ms [2022-04-11 05:40:06 main:574] : INFO : Epoch 1760 | loss: 0.0307988 | val_loss: 0.0308585 | Time: 3529.5 ms [2022-04-11 05:40:09 main:574] : INFO : Epoch 1761 | loss: 0.0308205 | val_loss: 0.0309345 | Time: 3418.93 ms [2022-04-11 05:40:13 main:574] : INFO : Epoch 1762 | loss: 0.0308275 | val_loss: 0.0308198 | Time: 3583.3 ms [2022-04-11 05:40:16 main:574] : INFO : Epoch 1763 | loss: 0.0307726 | val_loss: 0.0308138 | Time: 3519.92 ms [2022-04-11 05:40:20 main:574] : INFO : Epoch 1764 | loss: 0.0307535 | val_loss: 0.030817 | Time: 3575.68 ms [2022-04-11 05:40:34 main:574] : INFO : Epoch 1765 | loss: 0.0307424 | val_loss: 0.0307983 | Time: 13954.7 ms [2022-04-11 05:40:38 main:574] : INFO : Epoch 1766 | loss: 0.0307323 | val_loss: 0.0308111 | Time: 3528.79 ms [2022-04-11 05:40:41 main:574] : INFO : Epoch 1767 | loss: 0.0307346 | val_loss: 0.0308238 | Time: 3551.58 ms [2022-04-11 05:40:45 main:574] : INFO : Epoch 1768 | loss: 0.030726 | val_loss: 0.0308182 | Time: 3534.09 ms [2022-04-11 05:40:48 main:574] : INFO : Epoch 1769 | loss: 0.0307206 | val_loss: 0.0308214 | Time: 3586.03 ms [2022-04-11 05:40:52 main:574] : INFO : Epoch 1770 | loss: 0.0307302 | val_loss: 0.0308093 | Time: 3674.45 ms [2022-04-11 05:40:56 main:574] : INFO : Epoch 1771 | loss: 0.0307386 | val_loss: 0.0308193 | Time: 3499.36 ms [2022-04-11 05:40:59 main:574] : INFO : Epoch 1772 | loss: 0.0307333 | val_loss: 0.0308025 | Time: 3531.03 ms [2022-04-11 05:41:03 main:574] : INFO : Epoch 1773 | loss: 0.0307355 | val_loss: 0.0308115 | Time: 3635.52 ms [2022-04-11 05:41:07 main:574] : INFO : Epoch 1774 | loss: 0.0307316 | val_loss: 0.0308305 | Time: 3522.7 ms [2022-04-11 05:41:10 main:574] : INFO : Epoch 1775 | loss: 0.0307183 | val_loss: 0.030833 | Time: 3512.74 ms [2022-04-11 05:41:14 main:574] : INFO : Epoch 1776 | loss: 0.030714 | val_loss: 0.0308207 | Time: 3760.96 ms [2022-04-11 05:41:17 main:574] : INFO : Epoch 1777 | loss: 0.0307163 | val_loss: 0.030819 | Time: 3527.46 ms [2022-04-11 05:41:21 main:574] : INFO : Epoch 1778 | loss: 0.030715 | val_loss: 0.0308158 | Time: 3631.8 ms [2022-04-11 05:41:25 main:574] : INFO : Epoch 1779 | loss: 0.0307067 | val_loss: 0.0308233 | Time: 3546.56 ms [2022-04-11 05:41:28 main:574] : INFO : Epoch 1780 | loss: 0.0307092 | val_loss: 0.0308127 | Time: 3503.12 ms [2022-04-11 05:41:32 main:574] : INFO : Epoch 1781 | loss: 0.0307209 | val_loss: 0.0308292 | Time: 3690.18 ms [2022-04-11 05:41:36 main:574] : INFO : Epoch 1782 | loss: 0.0307134 | val_loss: 0.0308127 | Time: 3529.28 ms [2022-04-11 05:41:39 main:574] : INFO : Epoch 1783 | loss: 0.0307098 | val_loss: 0.0308284 | Time: 3531.4 ms [2022-04-11 05:41:43 main:574] : INFO : Epoch 1784 | loss: 0.0307042 | val_loss: 0.0308233 | Time: 3667.15 ms [2022-04-11 05:41:47 main:574] : INFO : Epoch 1785 | loss: 0.0307051 | val_loss: 0.0308308 | Time: 3740.88 ms [2022-04-11 05:41:50 main:574] : INFO : Epoch 1786 | loss: 0.0307212 | val_loss: 0.0308213 | Time: 3493.63 ms [2022-04-11 05:41:54 main:574] : INFO : Epoch 1787 | loss: 0.0307302 | val_loss: 0.03081 | Time: 3847.69 ms [2022-04-11 05:41:58 main:574] : INFO : Epoch 1788 | loss: 0.0307201 | val_loss: 0.0308331 | Time: 3509.93 ms [2022-04-11 05:42:01 main:574] : INFO : Epoch 1789 | loss: 0.030754 | val_loss: 0.0308254 | Time: 3580.52 ms [2022-04-11 05:42:05 main:574] : INFO : Epoch 1790 | loss: 0.0307351 | val_loss: 0.0308131 | Time: 3534.56 ms [2022-04-11 05:42:09 main:574] : INFO : Epoch 1791 | loss: 0.0307132 | val_loss: 0.0308273 | Time: 3575.12 ms [2022-04-11 05:42:12 main:574] : INFO : Epoch 1792 | loss: 0.0307025 | val_loss: 0.030822 | Time: 3607.58 ms [2022-04-11 05:42:16 main:574] : INFO : Epoch 1793 | loss: 0.0307102 | val_loss: 0.0308273 | Time: 3528.64 ms [2022-04-11 05:42:19 main:574] : INFO : Epoch 1794 | loss: 0.0307264 | val_loss: 0.0308403 | Time: 3520.91 ms [2022-04-11 05:42:23 main:574] : INFO : Epoch 1795 | loss: 0.0307204 | val_loss: 0.0308187 | Time: 3616.77 ms [2022-04-11 05:42:27 main:574] : INFO : Epoch 1796 | loss: 0.0307251 | val_loss: 0.0308307 | Time: 3522.41 ms [2022-04-11 05:42:30 main:574] : INFO : Epoch 1797 | loss: 0.0307168 | val_loss: 0.0308266 | Time: 3525.56 ms [2022-04-11 05:42:34 main:574] : INFO : Epoch 1798 | loss: 0.0307065 | val_loss: 0.0308432 | Time: 3845 ms [2022-04-11 05:42:38 main:574] : INFO : Epoch 1799 | loss: 0.0307085 | val_loss: 0.0308271 | Time: 3688.7 ms [2022-04-11 05:42:42 main:574] : INFO : Epoch 1800 | loss: 0.0307018 | val_loss: 0.0308346 | Time: 4030.02 ms [2022-04-11 05:42:46 main:574] : INFO : Epoch 1801 | loss: 0.0307012 | val_loss: 0.0308326 | Time: 3540.79 ms [2022-04-11 05:42:49 main:574] : INFO : Epoch 1802 | loss: 0.0307255 | val_loss: 0.0308358 | Time: 3521.22 ms [2022-04-11 05:42:53 main:574] : INFO : Epoch 1803 | loss: 0.0307507 | val_loss: 0.0308355 | Time: 3611.88 ms [2022-04-11 05:42:56 main:574] : INFO : Epoch 1804 | loss: 0.0308376 | val_loss: 0.0308867 | Time: 3432.51 ms [2022-04-11 05:43:00 main:574] : INFO : Epoch 1805 | loss: 0.0308117 | val_loss: 0.0308445 | Time: 3523.2 ms [2022-04-11 05:43:03 main:574] : INFO : Epoch 1806 | loss: 0.0307643 | val_loss: 0.0308446 | Time: 3611.27 ms [2022-04-11 05:43:07 main:574] : INFO : Epoch 1807 | loss: 0.0307569 | val_loss: 0.030862 | Time: 3534 ms [2022-04-11 05:43:11 main:574] : INFO : Epoch 1808 | loss: 0.0307566 | val_loss: 0.030835 | Time: 3518.06 ms [2022-04-11 05:43:14 main:574] : INFO : Epoch 1809 | loss: 0.0307458 | val_loss: 0.0308531 | Time: 3699.26 ms [2022-04-11 05:43:18 main:574] : INFO : Epoch 1810 | loss: 0.0307408 | val_loss: 0.0308324 | Time: 3528.07 ms [2022-04-11 05:43:22 main:574] : INFO : Epoch 1811 | loss: 0.030772 | val_loss: 0.0308512 | Time: 3550.72 ms [2022-04-11 05:43:25 main:574] : INFO : Epoch 1812 | loss: 0.030751 | val_loss: 0.0308218 | Time: 3512.33 ms [2022-04-11 05:43:29 main:574] : INFO : Epoch 1813 | loss: 0.0307321 | val_loss: 0.0308116 | Time: 3464.09 ms [2022-04-11 05:43:32 main:574] : INFO : Epoch 1814 | loss: 0.0307136 | val_loss: 0.0308163 | Time: 3617.89 ms [2022-04-11 05:43:36 main:574] : INFO : Epoch 1815 | loss: 0.0307193 | val_loss: 0.0308142 | Time: 3975.63 ms [2022-04-11 05:43:40 main:574] : INFO : Epoch 1816 | loss: 0.0307257 | val_loss: 0.0308389 | Time: 3911.93 ms [2022-04-11 05:43:44 main:574] : INFO : Epoch 1817 | loss: 0.0307312 | val_loss: 0.0308237 | Time: 3610.8 ms [2022-04-11 05:43:48 main:574] : INFO : Epoch 1818 | loss: 0.0307095 | val_loss: 0.0308352 | Time: 3504.88 ms [2022-04-11 05:43:51 main:574] : INFO : Epoch 1819 | loss: 0.0307089 | val_loss: 0.0308222 | Time: 3554.58 ms [2022-04-11 05:43:55 main:574] : INFO : Epoch 1820 | loss: 0.0306977 | val_loss: 0.0308364 | Time: 3562.69 ms [2022-04-11 05:43:58 main:574] : INFO : Epoch 1821 | loss: 0.0306961 | val_loss: 0.0308396 | Time: 3512.97 ms [2022-04-11 05:44:02 main:574] : INFO : Epoch 1822 | loss: 0.0307201 | val_loss: 0.0308169 | Time: 3553.31 ms [2022-04-11 05:44:06 main:574] : INFO : Epoch 1823 | loss: 0.0307363 | val_loss: 0.0308402 | Time: 3540.53 ms [2022-04-11 05:44:09 main:574] : INFO : Epoch 1824 | loss: 0.0307273 | val_loss: 0.0308151 | Time: 3514.03 ms [2022-04-11 05:44:13 main:574] : INFO : Epoch 1825 | loss: 0.0307135 | val_loss: 0.030825 | Time: 3632.37 ms [2022-04-11 05:44:16 main:574] : INFO : Epoch 1826 | loss: 0.0307253 | val_loss: 0.0308153 | Time: 3529.58 ms [2022-04-11 05:44:20 main:574] : INFO : Epoch 1827 | loss: 0.030709 | val_loss: 0.0308042 | Time: 3524.6 ms [2022-04-11 05:44:24 main:574] : INFO : Epoch 1828 | loss: 0.0307033 | val_loss: 0.030822 | Time: 3572.18 ms [2022-04-11 05:44:27 main:574] : INFO : Epoch 1829 | loss: 0.0307072 | val_loss: 0.0308075 | Time: 3495.54 ms [2022-04-11 05:44:31 main:574] : INFO : Epoch 1830 | loss: 0.0306978 | val_loss: 0.0308104 | Time: 3629.13 ms [2022-04-11 05:44:34 main:574] : INFO : Epoch 1831 | loss: 0.0307082 | val_loss: 0.0308093 | Time: 3627.14 ms [2022-04-11 05:44:39 main:574] : INFO : Epoch 1832 | loss: 0.0307055 | val_loss: 0.0308355 | Time: 4192.8 ms [2022-04-11 05:44:43 main:574] : INFO : Epoch 1833 | loss: 0.0307036 | val_loss: 0.0308323 | Time: 4125.72 ms [2022-04-11 05:44:47 main:574] : INFO : Epoch 1834 | loss: 0.0307142 | val_loss: 0.0308565 | Time: 3563.25 ms [2022-04-11 05:44:50 main:574] : INFO : Epoch 1835 | loss: 0.0307059 | val_loss: 0.0308094 | Time: 3548.49 ms [2022-04-11 05:44:54 main:574] : INFO : Epoch 1836 | loss: 0.0306988 | val_loss: 0.0308152 | Time: 3582.89 ms [2022-04-11 05:44:57 main:574] : INFO : Epoch 1837 | loss: 0.0306922 | val_loss: 0.0308184 | Time: 3552.07 ms [2022-04-11 05:45:01 main:574] : INFO : Epoch 1838 | loss: 0.0306898 | val_loss: 0.0308328 | Time: 3538.04 ms [2022-04-11 05:45:05 main:574] : INFO : Epoch 1839 | loss: 0.0306868 | val_loss: 0.0308146 | Time: 3629.99 ms [2022-04-11 05:45:08 main:574] : INFO : Epoch 1840 | loss: 0.0306858 | val_loss: 0.0308481 | Time: 3586.39 ms [2022-04-11 05:45:12 main:574] : INFO : Epoch 1841 | loss: 0.0306921 | val_loss: 0.030811 | Time: 3600.1 ms [2022-04-11 05:45:16 main:574] : INFO : Epoch 1842 | loss: 0.0306908 | val_loss: 0.030817 | Time: 3554.93 ms [2022-04-11 05:45:19 main:574] : INFO : Epoch 1843 | loss: 0.0306999 | val_loss: 0.0308215 | Time: 3527.03 ms [2022-04-11 05:45:23 main:574] : INFO : Epoch 1844 | loss: 0.0307405 | val_loss: 0.0308366 | Time: 3694.94 ms [2022-04-11 05:45:26 main:574] : INFO : Epoch 1845 | loss: 0.0307555 | val_loss: 0.0308394 | Time: 3554.02 ms [2022-04-11 05:45:30 main:574] : INFO : Epoch 1846 | loss: 0.0307422 | val_loss: 0.0308309 | Time: 3522.75 ms [2022-04-11 05:45:34 main:574] : INFO : Epoch 1847 | loss: 0.0307451 | val_loss: 0.0308265 | Time: 3835.09 ms [2022-04-11 05:45:38 main:574] : INFO : Epoch 1848 | loss: 0.0307336 | val_loss: 0.0308165 | Time: 4343.16 ms [2022-04-11 05:45:42 main:574] : INFO : Epoch 1849 | loss: 0.030711 | val_loss: 0.0308104 | Time: 3949.69 ms [2022-04-11 05:45:46 main:574] : INFO : Epoch 1850 | loss: 0.0307011 | val_loss: 0.0308104 | Time: 3532.11 ms [2022-04-11 05:45:50 main:574] : INFO : Epoch 1851 | loss: 0.0307027 | val_loss: 0.030811 | Time: 3532.29 ms [2022-04-11 05:45:53 main:574] : INFO : Epoch 1852 | loss: 0.0306916 | val_loss: 0.0308469 | Time: 3655.38 ms [2022-04-11 05:45:57 main:574] : INFO : Epoch 1853 | loss: 0.0307009 | val_loss: 0.0308278 | Time: 3552.69 ms [2022-04-11 05:46:00 main:574] : INFO : Epoch 1854 | loss: 0.0306934 | val_loss: 0.0308236 | Time: 3571.41 ms [2022-04-11 05:46:04 main:574] : INFO : Epoch 1855 | loss: 0.0306909 | val_loss: 0.0308304 | Time: 3698.41 ms [2022-04-11 05:46:08 main:574] : INFO : Epoch 1856 | loss: 0.0306911 | val_loss: 0.0308468 | Time: 3530 ms [2022-04-11 05:46:11 main:574] : INFO : Epoch 1857 | loss: 0.0306929 | val_loss: 0.0308296 | Time: 3581.79 ms [2022-04-11 05:46:15 main:574] : INFO : Epoch 1858 | loss: 0.0306866 | val_loss: 0.0308237 | Time: 3584.02 ms [2022-04-11 05:46:19 main:574] : INFO : Epoch 1859 | loss: 0.0306913 | val_loss: 0.03083 | Time: 3531.59 ms [2022-04-11 05:46:23 main:574] : INFO : Epoch 1860 | loss: 0.0306904 | val_loss: 0.0308449 | Time: 3847.52 ms [2022-04-11 05:46:26 main:574] : INFO : Epoch 1861 | loss: 0.0306933 | val_loss: 0.0308272 | Time: 3754.15 ms [2022-04-11 05:46:30 main:574] : INFO : Epoch 1862 | loss: 0.0306925 | val_loss: 0.0308234 | Time: 3548.38 ms [2022-04-11 05:46:34 main:574] : INFO : Epoch 1863 | loss: 0.0306951 | val_loss: 0.0308292 | Time: 3545.94 ms [2022-04-11 05:46:38 main:574] : INFO : Epoch 1864 | loss: 0.0306977 | val_loss: 0.0308113 | Time: 4451.14 ms [2022-04-11 05:46:42 main:574] : INFO : Epoch 1865 | loss: 0.0307179 | val_loss: 0.0308534 | Time: 3969.96 ms [2022-04-11 05:46:46 main:574] : INFO : Epoch 1866 | loss: 0.0307078 | val_loss: 0.0308299 | Time: 3536.68 ms [2022-04-11 05:46:49 main:574] : INFO : Epoch 1867 | loss: 0.0306961 | val_loss: 0.0308387 | Time: 3538.58 ms [2022-04-11 05:46:53 main:574] : INFO : Epoch 1868 | loss: 0.0306991 | val_loss: 0.0308558 | Time: 3646.04 ms [2022-04-11 05:46:57 main:574] : INFO : Epoch 1869 | loss: 0.0306937 | val_loss: 0.0308238 | Time: 3571.13 ms [2022-04-11 05:47:00 main:574] : INFO : Epoch 1870 | loss: 0.0306869 | val_loss: 0.0308324 | Time: 3531.54 ms [2022-04-11 05:47:04 main:574] : INFO : Epoch 1871 | loss: 0.0306861 | val_loss: 0.0308216 | Time: 3604.54 ms [2022-04-11 05:47:07 main:574] : INFO : Epoch 1872 | loss: 0.0306886 | val_loss: 0.0308436 | Time: 3553.93 ms [2022-04-11 05:47:11 main:574] : INFO : Epoch 1873 | loss: 0.0307179 | val_loss: 0.0308253 | Time: 3539.27 ms [2022-04-11 05:47:15 main:574] : INFO : Epoch 1874 | loss: 0.0306982 | val_loss: 0.0308606 | Time: 3599.27 ms [2022-04-11 05:47:18 main:574] : INFO : Epoch 1875 | loss: 0.0306982 | val_loss: 0.0308385 | Time: 3541.92 ms [2022-04-11 05:47:22 main:574] : INFO : Epoch 1876 | loss: 0.0306928 | val_loss: 0.0308304 | Time: 3602.99 ms [2022-04-11 05:47:26 main:574] : INFO : Epoch 1877 | loss: 0.03071 | val_loss: 0.030831 | Time: 3606.44 ms [2022-04-11 05:47:29 main:574] : INFO : Epoch 1878 | loss: 0.0307041 | val_loss: 0.0308507 | Time: 3535.72 ms [2022-04-11 05:47:33 main:574] : INFO : Epoch 1879 | loss: 0.0307164 | val_loss: 0.0308261 | Time: 3678.53 ms [2022-04-11 05:47:37 main:574] : INFO : Epoch 1880 | loss: 0.0307159 | val_loss: 0.0308305 | Time: 3702.93 ms [2022-04-11 05:47:41 main:574] : INFO : Epoch 1881 | loss: 0.0306962 | val_loss: 0.0308527 | Time: 3828.29 ms [2022-04-11 05:47:44 main:574] : INFO : Epoch 1882 | loss: 0.0306879 | val_loss: 0.0308408 | Time: 3615.8 ms [2022-04-11 05:47:48 main:574] : INFO : Epoch 1883 | loss: 0.0306871 | val_loss: 0.0308395 | Time: 3540.67 ms [2022-04-11 05:47:51 main:574] : INFO : Epoch 1884 | loss: 0.0306884 | val_loss: 0.0308462 | Time: 3490.15 ms [2022-04-11 05:47:55 main:574] : INFO : Epoch 1885 | loss: 0.0306863 | val_loss: 0.0308315 | Time: 3647.2 ms [2022-04-11 05:47:59 main:574] : INFO : Epoch 1886 | loss: 0.0306808 | val_loss: 0.030848 | Time: 3510.69 ms [2022-04-11 05:48:02 main:574] : INFO : Epoch 1887 | loss: 0.0306815 | val_loss: 0.0308152 | Time: 3575.51 ms [2022-04-11 05:48:06 main:574] : INFO : Epoch 1888 | loss: 0.0306823 | val_loss: 0.0308211 | Time: 3484.68 ms [2022-04-11 05:48:09 main:574] : INFO : Epoch 1889 | loss: 0.0306806 | val_loss: 0.0308235 | Time: 3541.96 ms [2022-04-11 05:48:13 main:574] : INFO : Epoch 1890 | loss: 0.0307034 | val_loss: 0.0308361 | Time: 3663.53 ms [2022-04-11 05:48:17 main:574] : INFO : Epoch 1891 | loss: 0.0307786 | val_loss: 0.0308477 | Time: 3474.42 ms [2022-04-11 05:48:20 main:574] : INFO : Epoch 1892 | loss: 0.0308091 | val_loss: 0.0308652 | Time: 3509.2 ms [2022-04-11 05:48:24 main:574] : INFO : Epoch 1893 | loss: 0.0307583 | val_loss: 0.0308426 | Time: 3686.7 ms [2022-04-11 05:48:28 main:574] : INFO : Epoch 1894 | loss: 0.0307347 | val_loss: 0.0308259 | Time: 3617.59 ms [2022-04-11 05:48:31 main:574] : INFO : Epoch 1895 | loss: 0.0307129 | val_loss: 0.0308331 | Time: 3541.01 ms [2022-04-11 05:48:35 main:574] : INFO : Epoch 1896 | loss: 0.0307021 | val_loss: 0.0308297 | Time: 3827.39 ms [2022-04-11 05:48:39 main:574] : INFO : Epoch 1897 | loss: 0.0307071 | val_loss: 0.0308002 | Time: 4063.12 ms [2022-04-11 05:48:43 main:574] : INFO : Epoch 1898 | loss: 0.0306976 | val_loss: 0.030831 | Time: 3792.39 ms [2022-04-11 05:48:47 main:574] : INFO : Epoch 1899 | loss: 0.0306977 | val_loss: 0.0308252 | Time: 3687.29 ms [2022-04-11 05:48:50 main:574] : INFO : Epoch 1900 | loss: 0.030692 | val_loss: 0.0308141 | Time: 3530.5 ms [2022-04-11 05:48:54 main:574] : INFO : Epoch 1901 | loss: 0.0306895 | val_loss: 0.030823 | Time: 3689.58 ms [2022-04-11 05:48:58 main:574] : INFO : Epoch 1902 | loss: 0.0306939 | val_loss: 0.0308213 | Time: 3539.5 ms [2022-04-11 05:49:01 main:574] : INFO : Epoch 1903 | loss: 0.0307598 | val_loss: 0.0308723 | Time: 3550.46 ms [2022-04-11 05:49:05 main:574] : INFO : Epoch 1904 | loss: 0.0307625 | val_loss: 0.0308274 | Time: 3595.64 ms [2022-04-11 05:49:09 main:574] : INFO : Epoch 1905 | loss: 0.0307377 | val_loss: 0.0308294 | Time: 3535.7 ms [2022-04-11 05:49:13 main:574] : INFO : Epoch 1906 | loss: 0.0307262 | val_loss: 0.0308128 | Time: 3876.33 ms [2022-04-11 05:49:16 main:574] : INFO : Epoch 1907 | loss: 0.0307178 | val_loss: 0.0308266 | Time: 3531.31 ms [2022-04-11 05:49:20 main:574] : INFO : Epoch 1908 | loss: 0.0307154 | val_loss: 0.0308292 | Time: 3530.01 ms [2022-04-11 05:49:23 main:574] : INFO : Epoch 1909 | loss: 0.0307058 | val_loss: 0.0308114 | Time: 3643.9 ms [2022-04-11 05:49:27 main:574] : INFO : Epoch 1910 | loss: 0.0307111 | val_loss: 0.0308317 | Time: 3533.52 ms [2022-04-11 05:49:31 main:574] : INFO : Epoch 1911 | loss: 0.0307248 | val_loss: 0.0308191 | Time: 3526.61 ms [2022-04-11 05:49:34 main:574] : INFO : Epoch 1912 | loss: 0.0307002 | val_loss: 0.0308198 | Time: 3632.5 ms [2022-04-11 05:49:38 main:574] : INFO : Epoch 1913 | loss: 0.0307375 | val_loss: 0.0308846 | Time: 3919.35 ms [2022-04-11 05:49:42 main:574] : INFO : Epoch 1914 | loss: 0.030797 | val_loss: 0.0308472 | Time: 3938.48 ms [2022-04-11 05:49:46 main:574] : INFO : Epoch 1915 | loss: 0.0307604 | val_loss: 0.0308473 | Time: 3617.5 ms [2022-04-11 05:49:49 main:574] : INFO : Epoch 1916 | loss: 0.0307522 | val_loss: 0.0308524 | Time: 3529.39 ms [2022-04-11 05:49:53 main:574] : INFO : Epoch 1917 | loss: 0.0307256 | val_loss: 0.0308231 | Time: 3678.54 ms [2022-04-11 05:49:57 main:574] : INFO : Epoch 1918 | loss: 0.0307094 | val_loss: 0.0308324 | Time: 3518.39 ms [2022-04-11 05:50:00 main:574] : INFO : Epoch 1919 | loss: 0.0307071 | val_loss: 0.0308266 | Time: 3495.75 ms [2022-04-11 05:50:04 main:574] : INFO : Epoch 1920 | loss: 0.0306928 | val_loss: 0.0308241 | Time: 3590.93 ms [2022-04-11 05:50:08 main:574] : INFO : Epoch 1921 | loss: 0.0306886 | val_loss: 0.0308142 | Time: 3531.16 ms [2022-04-11 05:50:11 main:574] : INFO : Epoch 1922 | loss: 0.030687 | val_loss: 0.0308123 | Time: 3533 ms [2022-04-11 05:50:15 main:574] : INFO : Epoch 1923 | loss: 0.0306871 | val_loss: 0.0308318 | Time: 3612.64 ms [2022-04-11 05:50:18 main:574] : INFO : Epoch 1924 | loss: 0.0306803 | val_loss: 0.0308116 | Time: 3432.55 ms [2022-04-11 05:50:22 main:574] : INFO : Epoch 1925 | loss: 0.0306755 | val_loss: 0.0308403 | Time: 3593.9 ms [2022-04-11 05:50:26 main:574] : INFO : Epoch 1926 | loss: 0.0306756 | val_loss: 0.0308074 | Time: 3560.94 ms [2022-04-11 05:50:29 main:574] : INFO : Epoch 1927 | loss: 0.0308362 | val_loss: 0.0310979 | Time: 3491.66 ms [2022-04-11 05:50:33 main:574] : INFO : Epoch 1928 | loss: 0.0310388 | val_loss: 0.0309952 | Time: 3652.42 ms [2022-04-11 05:50:36 main:574] : INFO : Epoch 1929 | loss: 0.0309386 | val_loss: 0.0309071 | Time: 3621.82 ms [2022-04-11 05:50:40 main:574] : INFO : Epoch 1930 | loss: 0.0308605 | val_loss: 0.0308702 | Time: 3924.03 ms [2022-04-11 05:50:44 main:574] : INFO : Epoch 1931 | loss: 0.0308074 | val_loss: 0.0308392 | Time: 3843.6 ms [2022-04-11 05:50:48 main:574] : INFO : Epoch 1932 | loss: 0.0307555 | val_loss: 0.0308198 | Time: 3511.77 ms [2022-04-11 05:50:51 main:574] : INFO : Epoch 1933 | loss: 0.0307347 | val_loss: 0.0308166 | Time: 3519.58 ms [2022-04-11 05:50:55 main:574] : INFO : Epoch 1934 | loss: 0.0307375 | val_loss: 0.0308495 | Time: 3599.25 ms [2022-04-11 05:50:59 main:574] : INFO : Epoch 1935 | loss: 0.0307405 | val_loss: 0.0308348 | Time: 3547.52 ms [2022-04-11 05:51:02 main:574] : INFO : Epoch 1936 | loss: 0.0307269 | val_loss: 0.0308224 | Time: 3628.29 ms [2022-04-11 05:51:06 main:574] : INFO : Epoch 1937 | loss: 0.0307217 | val_loss: 0.030815 | Time: 3539.2 ms [2022-04-11 05:51:10 main:574] : INFO : Epoch 1938 | loss: 0.0307313 | val_loss: 0.0308374 | Time: 3546.38 ms [2022-04-11 05:51:13 main:574] : INFO : Epoch 1939 | loss: 0.0306986 | val_loss: 0.030815 | Time: 3653.65 ms [2022-04-11 05:51:17 main:574] : INFO : Epoch 1940 | loss: 0.0306918 | val_loss: 0.0308041 | Time: 3569.47 ms [2022-04-11 05:51:20 main:574] : INFO : Epoch 1941 | loss: 0.0306926 | val_loss: 0.030793 | Time: 3484.83 ms [2022-04-11 05:51:24 main:574] : INFO : Epoch 1942 | loss: 0.0306903 | val_loss: 0.0307947 | Time: 3670.29 ms [2022-04-11 05:51:28 main:574] : INFO : Epoch 1943 | loss: 0.0306901 | val_loss: 0.0308022 | Time: 3432.44 ms [2022-04-11 05:51:31 main:574] : INFO : Epoch 1944 | loss: 0.0306895 | val_loss: 0.0308068 | Time: 3512.86 ms [2022-04-11 05:51:35 main:574] : INFO : Epoch 1945 | loss: 0.0306883 | val_loss: 0.030829 | Time: 3809.36 ms [2022-04-11 05:51:39 main:574] : INFO : Epoch 1946 | loss: 0.0306917 | val_loss: 0.0308426 | Time: 4111.16 ms [2022-04-11 05:51:43 main:574] : INFO : Epoch 1947 | loss: 0.0307028 | val_loss: 0.0308195 | Time: 4037.49 ms [2022-04-11 05:51:47 main:574] : INFO : Epoch 1948 | loss: 0.030704 | val_loss: 0.0308235 | Time: 3529.85 ms [2022-04-11 05:51:50 main:574] : INFO : Epoch 1949 | loss: 0.0306843 | val_loss: 0.0308248 | Time: 3526.02 ms [2022-04-11 05:51:54 main:574] : INFO : Epoch 1950 | loss: 0.0306813 | val_loss: 0.0308096 | Time: 3652.67 ms [2022-04-11 05:51:58 main:574] : INFO : Epoch 1951 | loss: 0.0307031 | val_loss: 0.0308076 | Time: 3506.17 ms [2022-04-11 05:52:01 main:574] : INFO : Epoch 1952 | loss: 0.0306912 | val_loss: 0.0308287 | Time: 3531.19 ms [2022-04-11 05:52:05 main:574] : INFO : Epoch 1953 | loss: 0.030686 | val_loss: 0.0308378 | Time: 3769.2 ms [2022-04-11 05:52:09 main:574] : INFO : Epoch 1954 | loss: 0.0308374 | val_loss: 0.0308559 | Time: 3531.32 ms [2022-04-11 05:52:12 main:574] : INFO : Epoch 1955 | loss: 0.0307684 | val_loss: 0.0308222 | Time: 3629.04 ms [2022-04-11 05:52:16 main:574] : INFO : Epoch 1956 | loss: 0.0307305 | val_loss: 0.0308203 | Time: 3530.58 ms [2022-04-11 05:52:20 main:574] : INFO : Epoch 1957 | loss: 0.0307116 | val_loss: 0.0308224 | Time: 3535.5 ms [2022-04-11 05:52:23 main:574] : INFO : Epoch 1958 | loss: 0.030693 | val_loss: 0.0308461 | Time: 3696.09 ms [2022-04-11 05:52:27 main:574] : INFO : Epoch 1959 | loss: 0.0307413 | val_loss: 0.0308565 | Time: 3574.38 ms [2022-04-11 05:52:31 main:574] : INFO : Epoch 1960 | loss: 0.030766 | val_loss: 0.0308291 | Time: 3524.4 ms [2022-04-11 05:52:34 main:574] : INFO : Epoch 1961 | loss: 0.0308606 | val_loss: 0.0309342 | Time: 3613.17 ms [2022-04-11 05:52:38 main:574] : INFO : Epoch 1962 | loss: 0.0308682 | val_loss: 0.0308813 | Time: 3565.14 ms [2022-04-11 05:52:42 main:574] : INFO : Epoch 1963 | loss: 0.0308012 | val_loss: 0.0308514 | Time: 4153.55 ms [2022-04-11 05:52:46 main:574] : INFO : Epoch 1964 | loss: 0.0308019 | val_loss: 0.0308422 | Time: 3497.09 ms [2022-04-11 05:52:49 main:574] : INFO : Epoch 1965 | loss: 0.0307454 | val_loss: 0.0308305 | Time: 3544.59 ms [2022-04-11 05:52:53 main:574] : INFO : Epoch 1966 | loss: 0.0307634 | val_loss: 0.0308497 | Time: 3633.3 ms [2022-04-11 05:52:56 main:574] : INFO : Epoch 1967 | loss: 0.0307456 | val_loss: 0.0308109 | Time: 3531.79 ms [2022-04-11 05:53:00 main:574] : INFO : Epoch 1968 | loss: 0.0307365 | val_loss: 0.0308066 | Time: 3576.44 ms [2022-04-11 05:53:04 main:574] : INFO : Epoch 1969 | loss: 0.0307287 | val_loss: 0.0308029 | Time: 3638.18 ms [2022-04-11 05:53:07 main:574] : INFO : Epoch 1970 | loss: 0.0307065 | val_loss: 0.0308163 | Time: 3653.16 ms [2022-04-11 05:53:11 main:574] : INFO : Epoch 1971 | loss: 0.0306969 | val_loss: 0.0308062 | Time: 3501.52 ms [2022-04-11 05:53:15 main:574] : INFO : Epoch 1972 | loss: 0.0307023 | val_loss: 0.0308247 | Time: 3825.86 ms [2022-04-11 05:53:18 main:574] : INFO : Epoch 1973 | loss: 0.030724 | val_loss: 0.0308285 | Time: 3511.62 ms [2022-04-11 05:53:22 main:574] : INFO : Epoch 1974 | loss: 0.0307025 | val_loss: 0.0308271 | Time: 3581.16 ms [2022-04-11 05:53:26 main:574] : INFO : Epoch 1975 | loss: 0.0307039 | val_loss: 0.030855 | Time: 3529.17 ms [2022-04-11 05:53:29 main:574] : INFO : Epoch 1976 | loss: 0.0306898 | val_loss: 0.0308302 | Time: 3472.38 ms [2022-04-11 05:53:33 main:574] : INFO : Epoch 1977 | loss: 0.0306931 | val_loss: 0.0308172 | Time: 3698.68 ms [2022-04-11 05:53:37 main:574] : INFO : Epoch 1978 | loss: 0.0306956 | val_loss: 0.0308436 | Time: 3546.55 ms [2022-04-11 05:53:41 main:574] : INFO : Epoch 1979 | loss: 0.0307093 | val_loss: 0.0308432 | Time: 4214.35 ms [2022-04-11 05:53:45 main:574] : INFO : Epoch 1980 | loss: 0.0307103 | val_loss: 0.0308521 | Time: 3738.46 ms [2022-04-11 05:53:48 main:574] : INFO : Epoch 1981 | loss: 0.0306997 | val_loss: 0.0308527 | Time: 3534.47 ms [2022-04-11 05:53:52 main:574] : INFO : Epoch 1982 | loss: 0.030681 | val_loss: 0.0308321 | Time: 3505.06 ms [2022-04-11 05:53:55 main:574] : INFO : Epoch 1983 | loss: 0.0306707 | val_loss: 0.0308428 | Time: 3651.88 ms [2022-04-11 05:53:59 main:574] : INFO : Epoch 1984 | loss: 0.0306708 | val_loss: 0.0308412 | Time: 3534.35 ms [2022-04-11 05:54:03 main:574] : INFO : Epoch 1985 | loss: 0.030679 | val_loss: 0.0308512 | Time: 3693.56 ms [2022-04-11 05:54:06 main:574] : INFO : Epoch 1986 | loss: 0.0306811 | val_loss: 0.0308459 | Time: 3558.17 ms [2022-04-11 05:54:10 main:574] : INFO : Epoch 1987 | loss: 0.0306742 | val_loss: 0.0308363 | Time: 3553.07 ms [2022-04-11 05:54:14 main:574] : INFO : Epoch 1988 | loss: 0.030671 | val_loss: 0.0308195 | Time: 3666.91 ms [2022-04-11 05:54:17 main:574] : INFO : Epoch 1989 | loss: 0.0307017 | val_loss: 0.0308517 | Time: 3556.82 ms [2022-04-11 05:54:21 main:574] : INFO : Epoch 1990 | loss: 0.0306806 | val_loss: 0.0308478 | Time: 3536.3 ms [2022-04-11 05:54:25 main:574] : INFO : Epoch 1991 | loss: 0.030673 | val_loss: 0.0308372 | Time: 3740.05 ms [2022-04-11 05:54:28 main:574] : INFO : Epoch 1992 | loss: 0.030671 | val_loss: 0.0308505 | Time: 3543.42 ms [2022-04-11 05:54:32 main:574] : INFO : Epoch 1993 | loss: 0.0306806 | val_loss: 0.0308323 | Time: 3526.89 ms [2022-04-11 05:54:36 main:574] : INFO : Epoch 1994 | loss: 0.0306688 | val_loss: 0.030839 | Time: 3653.57 ms [2022-04-11 05:54:39 main:574] : INFO : Epoch 1995 | loss: 0.0306668 | val_loss: 0.0308424 | Time: 3592.17 ms [2022-04-11 05:54:43 main:574] : INFO : Epoch 1996 | loss: 0.0306807 | val_loss: 0.0308252 | Time: 3692.24 ms [2022-04-11 05:54:47 main:574] : INFO : Epoch 1997 | loss: 0.0306732 | val_loss: 0.0308501 | Time: 3536.17 ms [2022-04-11 05:54:50 main:574] : INFO : Epoch 1998 | loss: 0.0306714 | val_loss: 0.0308692 | Time: 3542.44 ms [2022-04-11 05:54:54 main:574] : INFO : Epoch 1999 | loss: 0.0306876 | val_loss: 0.0308529 | Time: 3587.14 ms [2022-04-11 05:54:57 main:574] : INFO : Epoch 2000 | loss: 0.0306768 | val_loss: 0.030842 | Time: 3625.24 ms [2022-04-11 05:55:01 main:574] : INFO : Epoch 2001 | loss: 0.0306679 | val_loss: 0.030841 | Time: 3501.92 ms [2022-04-11 05:55:05 main:574] : INFO : Epoch 2002 | loss: 0.030677 | val_loss: 0.0308391 | Time: 3675.18 ms [2022-04-11 05:55:08 main:574] : INFO : Epoch 2003 | loss: 0.0310542 | val_loss: 0.0311526 | Time: 3536.47 ms [2022-04-11 05:55:12 main:574] : INFO : Epoch 2004 | loss: 0.0311601 | val_loss: 0.0311567 | Time: 3543.36 ms [2022-04-11 05:55:16 main:574] : INFO : Epoch 2005 | loss: 0.0311494 | val_loss: 0.0311391 | Time: 3606.81 ms [2022-04-11 05:55:19 main:574] : INFO : Epoch 2006 | loss: 0.0311339 | val_loss: 0.0311285 | Time: 3531.84 ms [2022-04-11 05:55:23 main:574] : INFO : Epoch 2007 | loss: 0.0311189 | val_loss: 0.0311063 | Time: 3623.29 ms [2022-04-11 05:55:26 main:574] : INFO : Epoch 2008 | loss: 0.0310923 | val_loss: 0.0310821 | Time: 3530.63 ms [2022-04-11 05:55:30 main:574] : INFO : Epoch 2009 | loss: 0.0310588 | val_loss: 0.031051 | Time: 3542.14 ms [2022-04-11 05:55:34 main:574] : INFO : Epoch 2010 | loss: 0.0310368 | val_loss: 0.0310329 | Time: 3697.42 ms [2022-04-11 05:55:37 main:574] : INFO : Epoch 2011 | loss: 0.0310151 | val_loss: 0.0310199 | Time: 3577.74 ms [2022-04-11 05:55:51 main:574] : INFO : Epoch 2012 | loss: 0.0309963 | val_loss: 0.0310078 | Time: 14012.6 ms [2022-04-11 05:55:55 main:574] : INFO : Epoch 2013 | loss: 0.0309743 | val_loss: 0.0309998 | Time: 3694.6 ms [2022-04-11 05:55:59 main:574] : INFO : Epoch 2014 | loss: 0.0309524 | val_loss: 0.0309701 | Time: 3455.84 ms [2022-04-11 05:56:02 main:574] : INFO : Epoch 2015 | loss: 0.030924 | val_loss: 0.0309377 | Time: 3565.4 ms [2022-04-11 05:56:06 main:574] : INFO : Epoch 2016 | loss: 0.0309005 | val_loss: 0.0309148 | Time: 3559.37 ms [2022-04-11 05:56:10 main:574] : INFO : Epoch 2017 | loss: 0.0308788 | val_loss: 0.030909 | Time: 3529 ms [2022-04-11 05:56:13 main:574] : INFO : Epoch 2018 | loss: 0.0308705 | val_loss: 0.030898 | Time: 3533.3 ms [2022-04-11 05:56:17 main:574] : INFO : Epoch 2019 | loss: 0.0308536 | val_loss: 0.0308878 | Time: 3520.27 ms [2022-04-11 05:56:20 main:574] : INFO : Epoch 2020 | loss: 0.0308481 | val_loss: 0.0308918 | Time: 3527.03 ms [2022-04-11 05:56:24 main:574] : INFO : Epoch 2021 | loss: 0.030852 | val_loss: 0.0309137 | Time: 3665.33 ms [2022-04-11 05:56:28 main:574] : INFO : Epoch 2022 | loss: 0.0308527 | val_loss: 0.0308877 | Time: 3518.79 ms [2022-04-11 05:56:31 main:574] : INFO : Epoch 2023 | loss: 0.0308313 | val_loss: 0.0308619 | Time: 3559.15 ms [2022-04-11 05:56:35 main:574] : INFO : Epoch 2024 | loss: 0.030824 | val_loss: 0.0308828 | Time: 3593.58 ms [2022-04-11 05:56:38 main:574] : INFO : Epoch 2025 | loss: 0.0308207 | val_loss: 0.0308649 | Time: 3534.11 ms [2022-04-11 05:56:42 main:574] : INFO : Epoch 2026 | loss: 0.0308116 | val_loss: 0.0308589 | Time: 3593.58 ms [2022-04-11 05:56:46 main:574] : INFO : Epoch 2027 | loss: 0.0308247 | val_loss: 0.0308731 | Time: 3610.46 ms [2022-04-11 05:56:49 main:574] : INFO : Epoch 2028 | loss: 0.0308261 | val_loss: 0.0308758 | Time: 3445.11 ms [2022-04-11 05:56:53 main:574] : INFO : Epoch 2029 | loss: 0.0308278 | val_loss: 0.0308591 | Time: 4069.48 ms [2022-04-11 05:56:57 main:574] : INFO : Epoch 2030 | loss: 0.03081 | val_loss: 0.0308546 | Time: 3548.66 ms [2022-04-11 05:57:01 main:574] : INFO : Epoch 2031 | loss: 0.0308003 | val_loss: 0.0308471 | Time: 3553.94 ms [2022-04-11 05:57:04 main:574] : INFO : Epoch 2032 | loss: 0.0308455 | val_loss: 0.0309295 | Time: 3730.59 ms [2022-04-11 05:57:08 main:574] : INFO : Epoch 2033 | loss: 0.0308826 | val_loss: 0.0309099 | Time: 3541.26 ms [2022-04-11 05:57:12 main:574] : INFO : Epoch 2034 | loss: 0.0308673 | val_loss: 0.0309058 | Time: 3546.79 ms [2022-04-11 05:57:15 main:574] : INFO : Epoch 2035 | loss: 0.0308621 | val_loss: 0.0308902 | Time: 3789.06 ms [2022-04-11 05:57:19 main:574] : INFO : Epoch 2036 | loss: 0.0308415 | val_loss: 0.030886 | Time: 3519.02 ms [2022-04-11 05:57:23 main:574] : INFO : Epoch 2037 | loss: 0.0308176 | val_loss: 0.0308529 | Time: 3576.28 ms [2022-04-11 05:57:26 main:574] : INFO : Epoch 2038 | loss: 0.0307968 | val_loss: 0.0308416 | Time: 3550.36 ms [2022-04-11 05:57:30 main:574] : INFO : Epoch 2039 | loss: 0.0307726 | val_loss: 0.0308309 | Time: 3522.78 ms [2022-04-11 05:57:34 main:574] : INFO : Epoch 2040 | loss: 0.0307706 | val_loss: 0.0308337 | Time: 3697.44 ms [2022-04-11 05:57:37 main:574] : INFO : Epoch 2041 | loss: 0.0307576 | val_loss: 0.0308137 | Time: 3572.65 ms [2022-04-11 05:57:41 main:574] : INFO : Epoch 2042 | loss: 0.030752 | val_loss: 0.0308132 | Time: 3520.87 ms [2022-04-11 05:57:45 main:574] : INFO : Epoch 2043 | loss: 0.0307522 | val_loss: 0.0308142 | Time: 3711.02 ms [2022-04-11 05:57:48 main:574] : INFO : Epoch 2044 | loss: 0.0307473 | val_loss: 0.0308177 | Time: 3534.47 ms [2022-04-11 05:57:52 main:574] : INFO : Epoch 2045 | loss: 0.0307382 | val_loss: 0.0308121 | Time: 3940.18 ms [2022-04-11 05:57:56 main:574] : INFO : Epoch 2046 | loss: 0.0307347 | val_loss: 0.0308102 | Time: 3678.99 ms [2022-04-11 05:57:59 main:574] : INFO : Epoch 2047 | loss: 0.030729 | val_loss: 0.030806 | Time: 3543.3 ms [2022-04-11 05:58:03 main:574] : INFO : Epoch 2048 | loss: 0.030728 | val_loss: 0.0308411 | Time: 3642.66 ms [2022-04-11 05:58:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0308411 [2022-04-11 05:58:03 main:603] : INFO : Saving end state to config to file [2022-04-11 05:58:03 main:608] : INFO : Success, exiting.. 05:58:03 (10568): 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)