Task 13232419
| Name | ParityModified-1645993374-26401-3-0_0 |
| Workunit | 10351754 |
| Created | 15 Mar 2022, 13:47:09 UTC |
| Sent | 22 Mar 2022, 6:00:47 UTC |
| Report deadline | 30 Mar 2022, 6:00:47 UTC |
| Received | 23 Mar 2022, 3:34:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21129 |
| Run time | 3 hours 8 min 25 sec |
| CPU time | 2 hours 47 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,378.10 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> [2022-03-22 18:32:12 main:574] : INFO : Epoch 1542 | loss: 0.0311556 | val_loss: 0.0311766 | Time: 3946.77 ms [2022-03-22 18:32:16 main:574] : INFO : Epoch 1543 | loss: 0.0311565 | val_loss: 0.0311733 | Time: 3939.75 ms [2022-03-22 18:32:20 main:574] : INFO : Epoch 1544 | loss: 0.031156 | val_loss: 0.0311755 | Time: 3919.5 ms [2022-03-22 18:32:24 main:574] : INFO : Epoch 1545 | loss: 0.0311538 | val_loss: 0.0311716 | Time: 3968.86 ms [2022-03-22 18:32:28 main:574] : INFO : Epoch 1546 | loss: 0.0311532 | val_loss: 0.0311731 | Time: 3929.37 ms [2022-03-22 18:32:32 main:574] : INFO : Epoch 1547 | loss: 0.0311544 | val_loss: 0.0311738 | Time: 3935.35 ms [2022-03-22 18:32:36 main:574] : INFO : Epoch 1548 | loss: 0.0311548 | val_loss: 0.0311739 | Time: 3930.85 ms [2022-03-22 18:32:40 main:574] : INFO : Epoch 1549 | loss: 0.031153 | val_loss: 0.0311725 | Time: 3923.46 ms [2022-03-22 18:32:44 main:574] : INFO : Epoch 1550 | loss: 0.031153 | val_loss: 0.0311715 | Time: 3962.26 ms [2022-03-22 18:32:48 main:574] : INFO : Epoch 1551 | loss: 0.0311522 | val_loss: 0.0311774 | Time: 3934.34 ms [2022-03-22 18:32:52 main:574] : INFO : Epoch 1552 | loss: 0.0311528 | val_loss: 0.0311763 | Time: 3946.24 ms [2022-03-22 18:32:56 main:574] : INFO : Epoch 1553 | loss: 0.0311845 | val_loss: 0.0311916 | Time: 3926.72 ms [2022-03-22 18:33:00 main:574] : INFO : Epoch 1554 | loss: 0.0311961 | val_loss: 0.0311869 | Time: 3942.33 ms [2022-03-22 18:33:04 main:574] : INFO : Epoch 1555 | loss: 0.0311827 | val_loss: 0.0311793 | Time: 3932.7 ms [2022-03-22 18:33:09 main:574] : INFO : Epoch 1556 | loss: 0.0311782 | val_loss: 0.0311769 | Time: 3961.58 ms [2022-03-22 18:33:13 main:574] : INFO : Epoch 1557 | loss: 0.0311775 | val_loss: 0.0311769 | Time: 3925.33 ms [2022-03-22 18:33:17 main:574] : INFO : Epoch 1558 | loss: 0.0311772 | val_loss: 0.0311754 | Time: 3905.32 ms [2022-03-22 18:33:21 main:574] : INFO : Epoch 1559 | loss: 0.0311761 | val_loss: 0.0311807 | Time: 3942.87 ms [2022-03-22 18:33:25 main:574] : INFO : Epoch 1560 | loss: 0.0311758 | val_loss: 0.0311774 | Time: 3940.55 ms [2022-03-22 18:33:29 main:574] : INFO : Epoch 1561 | loss: 0.0311729 | val_loss: 0.0311745 | Time: 3939.4 ms [2022-03-22 18:33:33 main:574] : INFO : Epoch 1562 | loss: 0.0311716 | val_loss: 0.0311744 | Time: 3938.5 ms [2022-03-22 18:33:37 main:574] : INFO : Epoch 1563 | loss: 0.0311707 | val_loss: 0.031173 | Time: 3933.95 ms [2022-03-22 18:33:41 main:574] : INFO : Epoch 1564 | loss: 0.0311696 | val_loss: 0.0311802 | Time: 3949.79 ms [2022-03-22 18:33:45 main:574] : INFO : Epoch 1565 | loss: 0.0311723 | val_loss: 0.0311815 | Time: 3919.3 ms [2022-03-22 18:33:49 main:574] : INFO : Epoch 1566 | loss: 0.0311724 | val_loss: 0.0311716 | Time: 3949.17 ms [2022-03-22 18:33:53 main:574] : INFO : Epoch 1567 | loss: 0.0311678 | val_loss: 0.0311762 | Time: 3953.89 ms [2022-03-22 18:33:57 main:574] : INFO : Epoch 1568 | loss: 0.0311692 | val_loss: 0.0311742 | Time: 3934.36 ms [2022-03-22 18:34:01 main:574] : INFO : Epoch 1569 | loss: 0.031167 | val_loss: 0.0311725 | Time: 3963.54 ms [2022-03-22 18:34:05 main:574] : INFO : Epoch 1570 | loss: 0.0311673 | val_loss: 0.0311742 | Time: 3926.76 ms [2022-03-22 18:34:09 main:574] : INFO : Epoch 1571 | loss: 0.0311671 | val_loss: 0.0311735 | Time: 3982.49 ms [2022-03-22 18:34:13 main:574] : INFO : Epoch 1572 | loss: 0.0311666 | val_loss: 0.0311731 | Time: 3938.28 ms [2022-03-22 18:34:17 main:574] : INFO : Epoch 1573 | loss: 0.0311669 | val_loss: 0.0311718 | Time: 3942.16 ms [2022-03-22 18:34:21 main:574] : INFO : Epoch 1574 | loss: 0.031166 | val_loss: 0.0311708 | Time: 3922.4 ms [2022-03-22 18:34:25 main:574] : INFO : Epoch 1575 | loss: 0.0311653 | val_loss: 0.0311729 | Time: 3935.91 ms [2022-03-22 18:34:29 main:574] : INFO : Epoch 1576 | loss: 0.0311645 | val_loss: 0.0311722 | Time: 3919.12 ms [2022-03-22 18:34:33 main:574] : INFO : Epoch 1577 | loss: 0.0311664 | val_loss: 0.0311727 | Time: 3915.69 ms [2022-03-22 18:34:37 main:574] : INFO : Epoch 1578 | loss: 0.0311656 | val_loss: 0.0311754 | Time: 4001.05 ms [2022-03-22 18:34:42 main:574] : INFO : Epoch 1579 | loss: 0.0311662 | val_loss: 0.0311741 | Time: 3931.7 ms [2022-03-22 18:34:46 main:574] : INFO : Epoch 1580 | loss: 0.0311658 | val_loss: 0.0311761 | Time: 3913.62 ms [2022-03-22 18:34:50 main:574] : INFO : Epoch 1581 | loss: 0.0311646 | val_loss: 0.031179 | Time: 3929.55 ms [2022-03-22 18:34:54 main:574] : INFO : Epoch 1582 | loss: 0.0311668 | val_loss: 0.0311727 | Time: 3907.89 ms [2022-03-22 18:34:58 main:574] : INFO : Epoch 1583 | loss: 0.031166 | val_loss: 0.0311759 | Time: 3912.27 ms [2022-03-22 18:35:02 main:574] : INFO : Epoch 1584 | loss: 0.0311631 | val_loss: 0.0311725 | Time: 3986.19 ms [2022-03-22 18:35:06 main:574] : INFO : Epoch 1585 | loss: 0.0311631 | val_loss: 0.031175 | Time: 3915.13 ms [2022-03-22 18:35:10 main:574] : INFO : Epoch 1586 | loss: 0.0311649 | val_loss: 0.031176 | Time: 3915.91 ms [2022-03-22 18:35:14 main:574] : INFO : Epoch 1587 | loss: 0.0311715 | val_loss: 0.0311837 | Time: 3926.49 ms [2022-03-22 18:35:18 main:574] : INFO : Epoch 1588 | loss: 0.0311711 | val_loss: 0.0311759 | Time: 3897.61 ms [2022-03-22 18:35:22 main:574] : INFO : Epoch 1589 | loss: 0.0311688 | val_loss: 0.0311829 | Time: 3919.7 ms [2022-03-22 18:35:26 main:574] : INFO : Epoch 1590 | loss: 0.0311687 | val_loss: 0.0311854 | Time: 3951.72 ms [2022-03-22 18:35:30 main:574] : INFO : Epoch 1591 | loss: 0.0311678 | val_loss: 0.0311765 | Time: 3954.56 ms [2022-03-22 18:35:34 main:574] : INFO : Epoch 1592 | loss: 0.0311686 | val_loss: 0.0311808 | Time: 3880.23 ms [2022-03-22 18:35:38 main:574] : INFO : Epoch 1593 | loss: 0.0311664 | val_loss: 0.0311757 | Time: 3972.74 ms [2022-03-22 18:35:42 main:574] : INFO : Epoch 1594 | loss: 0.031167 | val_loss: 0.0311791 | Time: 3927.72 ms [2022-03-22 18:35:46 main:574] : INFO : Epoch 1595 | loss: 0.0311669 | val_loss: 0.0311805 | Time: 3976.63 ms [2022-03-22 18:35:50 main:574] : INFO : Epoch 1596 | loss: 0.0311698 | val_loss: 0.0311831 | Time: 3915.16 ms [2022-03-22 18:35:54 main:574] : INFO : Epoch 1597 | loss: 0.0311701 | val_loss: 0.0311786 | Time: 3943.66 ms [2022-03-22 18:35:58 main:574] : INFO : Epoch 1598 | loss: 0.0311677 | val_loss: 0.0311816 | Time: 3953.65 ms [2022-03-22 18:36:02 main:574] : INFO : Epoch 1599 | loss: 0.0311695 | val_loss: 0.031181 | Time: 3960.04 ms [2022-03-22 18:36:06 main:574] : INFO : Epoch 1600 | loss: 0.031167 | val_loss: 0.0311797 | Time: 3916.13 ms [2022-03-22 18:36:10 main:574] : INFO : Epoch 1601 | loss: 0.0311654 | val_loss: 0.031182 | Time: 3952.59 ms [2022-03-22 18:36:14 main:574] : INFO : Epoch 1602 | loss: 0.031165 | val_loss: 0.0311824 | Time: 3923.32 ms [2022-03-22 18:36:18 main:574] : INFO : Epoch 1603 | loss: 0.0311648 | val_loss: 0.0311822 | Time: 3899.68 ms [2022-03-22 18:36:22 main:574] : INFO : Epoch 1604 | loss: 0.0311648 | val_loss: 0.0311818 | Time: 3931.43 ms [2022-03-22 18:36:26 main:574] : INFO : Epoch 1605 | loss: 0.0311639 | val_loss: 0.0311844 | Time: 3961.68 ms [2022-03-22 18:36:30 main:574] : INFO : Epoch 1606 | loss: 0.0311632 | val_loss: 0.0311821 | Time: 3956.73 ms [2022-03-22 18:36:34 main:574] : INFO : Epoch 1607 | loss: 0.0311641 | val_loss: 0.0311838 | Time: 3961.05 ms [2022-03-22 18:36:38 main:574] : INFO : Epoch 1608 | loss: 0.0311643 | val_loss: 0.0311824 | Time: 3930.75 ms [2022-03-22 18:36:43 main:574] : INFO : Epoch 1609 | loss: 0.0311643 | val_loss: 0.0311896 | Time: 3940.91 ms [2022-03-22 18:36:47 main:574] : INFO : Epoch 1610 | loss: 0.0311639 | val_loss: 0.0311868 | Time: 3961.01 ms [2022-03-22 18:36:51 main:574] : INFO : Epoch 1611 | loss: 0.0311625 | val_loss: 0.0311843 | Time: 3902.06 ms [2022-03-22 18:36:55 main:574] : INFO : Epoch 1612 | loss: 0.0311613 | val_loss: 0.0311832 | Time: 3959.9 ms [2022-03-22 18:36:59 main:574] : INFO : Epoch 1613 | loss: 0.0311609 | val_loss: 0.031188 | Time: 3919.52 ms [2022-03-22 18:37:03 main:574] : INFO : Epoch 1614 | loss: 0.0311647 | val_loss: 0.0311872 | Time: 3931.07 ms [2022-03-22 18:37:07 main:574] : INFO : Epoch 1615 | loss: 0.0311662 | val_loss: 0.0311927 | Time: 3956.17 ms [2022-03-22 18:37:11 main:574] : INFO : Epoch 1616 | loss: 0.0311628 | val_loss: 0.0311836 | Time: 3910.5 ms [2022-03-22 18:37:15 main:574] : INFO : Epoch 1617 | loss: 0.0311605 | val_loss: 0.0311885 | Time: 3964.09 ms [2022-03-22 18:37:19 main:574] : INFO : Epoch 1618 | loss: 0.0311605 | val_loss: 0.0311918 | Time: 3947.13 ms [2022-03-22 18:37:23 main:574] : INFO : Epoch 1619 | loss: 0.0311622 | val_loss: 0.0311843 | Time: 3909.52 ms [2022-03-22 18:37:27 main:574] : INFO : Epoch 1620 | loss: 0.031161 | val_loss: 0.0311803 | Time: 3947.29 ms [2022-03-22 18:37:31 main:574] : INFO : Epoch 1621 | loss: 0.0311639 | val_loss: 0.0311889 | Time: 3911.7 ms [2022-03-22 18:37:35 main:574] : INFO : Epoch 1622 | loss: 0.0311637 | val_loss: 0.0311831 | Time: 3917.61 ms [2022-03-22 18:37:39 main:574] : INFO : Epoch 1623 | loss: 0.0311655 | val_loss: 0.0311824 | Time: 3937.7 ms [2022-03-22 18:37:43 main:574] : INFO : Epoch 1624 | loss: 0.0311633 | val_loss: 0.0311826 | Time: 4070.34 ms [2022-03-22 18:37:47 main:574] : INFO : Epoch 1625 | loss: 0.0311613 | val_loss: 0.0311815 | Time: 3948.79 ms [2022-03-22 18:37:51 main:574] : INFO : Epoch 1626 | loss: 0.0311625 | val_loss: 0.0311791 | Time: 3931.61 ms [2022-03-22 18:37:55 main:574] : INFO : Epoch 1627 | loss: 0.0311622 | val_loss: 0.0311815 | Time: 3944.79 ms [2022-03-22 18:37:59 main:574] : INFO : Epoch 1628 | loss: 0.0311634 | val_loss: 0.0311863 | Time: 3935.89 ms [2022-03-22 18:38:03 main:574] : INFO : Epoch 1629 | loss: 0.0311695 | val_loss: 0.0311868 | Time: 3934.44 ms [2022-03-22 18:38:07 main:574] : INFO : Epoch 1630 | loss: 0.0311669 | val_loss: 0.031179 | Time: 3930.68 ms [2022-03-22 18:38:11 main:574] : INFO : Epoch 1631 | loss: 0.0311646 | val_loss: 0.0311841 | Time: 3936.3 ms [2022-03-22 18:38:15 main:574] : INFO : Epoch 1632 | loss: 0.0311663 | val_loss: 0.0311772 | Time: 3948.4 ms [2022-03-22 18:38:19 main:574] : INFO : Epoch 1633 | loss: 0.0311657 | val_loss: 0.0311746 | Time: 3971.97 ms [2022-03-22 18:38:23 main:574] : INFO : Epoch 1634 | loss: 0.0311638 | val_loss: 0.0311718 | Time: 3954.9 ms [2022-03-22 18:38:27 main:574] : INFO : Epoch 1635 | loss: 0.031163 | val_loss: 0.0311748 | Time: 3925.76 ms [2022-03-22 18:38:31 main:574] : INFO : Epoch 1636 | loss: 0.0311649 | val_loss: 0.0311727 | Time: 3929.59 ms [2022-03-22 18:38:35 main:574] : INFO : Epoch 1637 | loss: 0.0311629 | val_loss: 0.0311776 | Time: 3971.39 ms [2022-03-22 18:38:39 main:574] : INFO : Epoch 1638 | loss: 0.0311664 | val_loss: 0.0311767 | Time: 3932.13 ms [2022-03-22 18:38:43 main:574] : INFO : Epoch 1639 | loss: 0.0311669 | val_loss: 0.0311767 | Time: 3992.63 ms [2022-03-22 18:38:47 main:574] : INFO : Epoch 1640 | loss: 0.0311611 | val_loss: 0.0311757 | Time: 3919.06 ms [2022-03-22 18:38:51 main:574] : INFO : Epoch 1641 | loss: 0.0311593 | val_loss: 0.0311748 | Time: 3938.29 ms [2022-03-22 18:38:55 main:574] : INFO : Epoch 1642 | loss: 0.0311594 | val_loss: 0.031175 | Time: 3968.09 ms [2022-03-22 18:38:59 main:574] : INFO : Epoch 1643 | loss: 0.0311647 | val_loss: 0.0311768 | Time: 3929.39 ms [2022-03-22 18:39:03 main:574] : INFO : Epoch 1644 | loss: 0.0311627 | val_loss: 0.0311755 | Time: 3949.12 ms [2022-03-22 18:39:07 main:574] : INFO : Epoch 1645 | loss: 0.0311651 | val_loss: 0.0311798 | Time: 3933.65 ms [2022-03-22 18:39:11 main:574] : INFO : Epoch 1646 | loss: 0.0311693 | val_loss: 0.0311845 | Time: 3930.84 ms [2022-03-22 18:39:15 main:574] : INFO : Epoch 1647 | loss: 0.0311691 | val_loss: 0.0311792 | Time: 3947.68 ms [2022-03-22 18:39:19 main:574] : INFO : Epoch 1648 | loss: 0.0311626 | val_loss: 0.0311785 | Time: 3959.47 ms [2022-03-22 18:39:23 main:574] : INFO : Epoch 1649 | loss: 0.0311607 | val_loss: 0.0311777 | Time: 3975.87 ms [2022-03-22 18:39:27 main:574] : INFO : Epoch 1650 | loss: 0.031164 | val_loss: 0.0311735 | Time: 3951.2 ms [2022-03-22 18:39:31 main:574] : INFO : Epoch 1651 | loss: 0.0311633 | val_loss: 0.031178 | Time: 3936.44 ms [2022-03-22 18:39:35 main:574] : INFO : Epoch 1652 | loss: 0.0311635 | val_loss: 0.0311771 | Time: 3941.16 ms [2022-03-22 18:39:39 main:574] : INFO : Epoch 1653 | loss: 0.0311621 | val_loss: 0.0311808 | Time: 4000.06 ms [2022-03-22 18:39:43 main:574] : INFO : Epoch 1654 | loss: 0.0311638 | val_loss: 0.0311782 | Time: 3996.02 ms [2022-03-22 18:39:47 main:574] : INFO : Epoch 1655 | loss: 0.0311624 | val_loss: 0.0311799 | Time: 3874.73 ms [2022-03-22 18:39:51 main:574] : INFO : Epoch 1656 | loss: 0.031162 | val_loss: 0.0311719 | Time: 3888.04 ms [2022-03-22 18:39:55 main:574] : INFO : Epoch 1657 | loss: 0.0311623 | val_loss: 0.0311736 | Time: 3897.82 ms [2022-03-22 18:39:59 main:574] : INFO : Epoch 1658 | loss: 0.0311625 | val_loss: 0.0311737 | Time: 3878.35 ms [2022-03-22 18:40:03 main:574] : INFO : Epoch 1659 | loss: 0.0311609 | val_loss: 0.0311746 | Time: 3921.58 ms [2022-03-22 18:40:07 main:574] : INFO : Epoch 1660 | loss: 0.0311608 | val_loss: 0.0311816 | Time: 3927.27 ms [2022-03-22 18:40:11 main:574] : INFO : Epoch 1661 | loss: 0.0311681 | val_loss: 0.031179 | Time: 3927.67 ms [2022-03-22 18:40:15 main:574] : INFO : Epoch 1662 | loss: 0.0311695 | val_loss: 0.0311747 | Time: 3952.16 ms [2022-03-22 18:40:19 main:574] : INFO : Epoch 1663 | loss: 0.0311652 | val_loss: 0.0311781 | Time: 3896.58 ms [2022-03-22 18:40:23 main:574] : INFO : Epoch 1664 | loss: 0.0311646 | val_loss: 0.0311745 | Time: 3928.98 ms [2022-03-22 18:40:27 main:574] : INFO : Epoch 1665 | loss: 0.031165 | val_loss: 0.0311779 | Time: 3943.92 ms [2022-03-22 18:40:31 main:574] : INFO : Epoch 1666 | loss: 0.0311645 | val_loss: 0.0311751 | Time: 3931.78 ms [2022-03-22 18:40:35 main:574] : INFO : Epoch 1667 | loss: 0.0311615 | val_loss: 0.0311729 | Time: 3926.86 ms [2022-03-22 18:40:39 main:574] : INFO : Epoch 1668 | loss: 0.0311611 | val_loss: 0.0311746 | Time: 3911.47 ms [2022-03-22 18:40:43 main:574] : INFO : Epoch 1669 | loss: 0.0311625 | val_loss: 0.031175 | Time: 3938.33 ms [2022-03-22 18:40:47 main:574] : INFO : Epoch 1670 | loss: 0.0311621 | val_loss: 0.031173 | Time: 3963.1 ms [2022-03-22 18:40:51 main:574] : INFO : Epoch 1671 | loss: 0.0311596 | val_loss: 0.0311694 | Time: 3912.67 ms [2022-03-22 18:40:55 main:574] : INFO : Epoch 1672 | loss: 0.03116 | val_loss: 0.0311745 | Time: 3948.46 ms [2022-03-22 18:40:59 main:574] : INFO : Epoch 1673 | loss: 0.0311609 | val_loss: 0.0311722 | Time: 3921.23 ms [2022-03-22 18:41:03 main:574] : INFO : Epoch 1674 | loss: 0.0311598 | val_loss: 0.0311732 | Time: 3908.57 ms [2022-03-22 18:41:06 main:574] : INFO : Epoch 1675 | loss: 0.031158 | val_loss: 0.031172 | Time: 3941.68 ms [2022-03-22 18:41:11 main:574] : INFO : Epoch 1676 | loss: 0.0311592 | val_loss: 0.0311731 | Time: 3990.63 ms [2022-03-22 18:41:15 main:574] : INFO : Epoch 1677 | loss: 0.0311578 | val_loss: 0.0311748 | Time: 3964.55 ms [2022-03-22 18:41:19 main:574] : INFO : Epoch 1678 | loss: 0.031158 | val_loss: 0.0311738 | Time: 3955.37 ms [2022-03-22 18:41:23 main:574] : INFO : Epoch 1679 | loss: 0.0311633 | val_loss: 0.0311847 | Time: 3982.37 ms [2022-03-22 18:41:27 main:574] : INFO : Epoch 1680 | loss: 0.0311661 | val_loss: 0.0311803 | Time: 4002.63 ms [2022-03-22 18:41:31 main:574] : INFO : Epoch 1681 | loss: 0.031161 | val_loss: 0.0311748 | Time: 3968.37 ms [2022-03-22 18:41:35 main:574] : INFO : Epoch 1682 | loss: 0.0311593 | val_loss: 0.0311808 | Time: 3989.78 ms [2022-03-22 18:41:39 main:574] : INFO : Epoch 1683 | loss: 0.031159 | val_loss: 0.0311835 | Time: 3939.37 ms [2022-03-22 18:41:43 main:574] : INFO : Epoch 1684 | loss: 0.0311574 | val_loss: 0.0311774 | Time: 4120.58 ms [2022-03-22 18:41:47 main:574] : INFO : Epoch 1685 | loss: 0.0311569 | val_loss: 0.0311869 | Time: 3897.08 ms [2022-03-22 18:41:51 main:574] : INFO : Epoch 1686 | loss: 0.0311575 | val_loss: 0.031177 | Time: 3883.43 ms [2022-03-22 18:41:55 main:574] : INFO : Epoch 1687 | loss: 0.0311564 | val_loss: 0.031179 | Time: 3934.33 ms [2022-03-22 18:41:59 main:574] : INFO : Epoch 1688 | loss: 0.0311545 | val_loss: 0.0311777 | Time: 3947.52 ms [2022-03-22 18:42:03 main:574] : INFO : Epoch 1689 | loss: 0.0311569 | val_loss: 0.0311817 | Time: 3950.11 ms [2022-03-22 18:42:07 main:574] : INFO : Epoch 1690 | loss: 0.0311571 | val_loss: 0.0311812 | Time: 3949.67 ms [2022-03-22 18:42:11 main:574] : INFO : Epoch 1691 | loss: 0.031158 | val_loss: 0.0311841 | Time: 3916 ms [2022-03-22 18:42:15 main:574] : INFO : Epoch 1692 | loss: 0.0311612 | val_loss: 0.0311816 | Time: 3971.83 ms [2022-03-22 18:42:19 main:574] : INFO : Epoch 1693 | loss: 0.0311601 | val_loss: 0.0311763 | Time: 3919.5 ms [2022-03-22 18:42:23 main:574] : INFO : Epoch 1694 | loss: 0.0311562 | val_loss: 0.0311776 | Time: 3945.4 ms [2022-03-22 18:42:27 main:574] : INFO : Epoch 1695 | loss: 0.0311548 | val_loss: 0.031178 | Time: 3973.37 ms [2022-03-22 18:42:31 main:574] : INFO : Epoch 1696 | loss: 0.031155 | val_loss: 0.0311821 | Time: 3899.93 ms [2022-03-22 18:42:35 main:574] : INFO : Epoch 1697 | loss: 0.0311534 | val_loss: 0.0311791 | Time: 3999.86 ms [2022-03-22 18:42:39 main:574] : INFO : Epoch 1698 | loss: 0.0311582 | val_loss: 0.0311818 | Time: 3951.58 ms [2022-03-22 18:42:43 main:574] : INFO : Epoch 1699 | loss: 0.0311569 | val_loss: 0.0311736 | Time: 3951.59 ms [2022-03-22 18:42:47 main:574] : INFO : Epoch 1700 | loss: 0.0311554 | val_loss: 0.031181 | Time: 3976.18 ms [2022-03-22 18:42:51 main:574] : INFO : Epoch 1701 | loss: 0.031158 | val_loss: 0.0311766 | Time: 3938.52 ms [2022-03-22 18:42:55 main:574] : INFO : Epoch 1702 | loss: 0.0311567 | val_loss: 0.0311792 | Time: 3934.17 ms [2022-03-22 18:42:59 main:574] : INFO : Epoch 1703 | loss: 0.0311561 | val_loss: 0.0311789 | Time: 3950.46 ms [2022-03-22 18:43:03 main:574] : INFO : Epoch 1704 | loss: 0.0311588 | val_loss: 0.0311825 | Time: 3956.51 ms [2022-03-22 18:43:07 main:574] : INFO : Epoch 1705 | loss: 0.0311605 | val_loss: 0.0311834 | Time: 3960.28 ms [2022-03-22 18:43:11 main:574] : INFO : Epoch 1706 | loss: 0.0311617 | val_loss: 0.0311755 | Time: 3948.66 ms [2022-03-22 18:43:15 main:574] : INFO : Epoch 1707 | loss: 0.0311636 | val_loss: 0.0311824 | Time: 3956.12 ms [2022-03-22 18:43:19 main:574] : INFO : Epoch 1708 | loss: 0.0311648 | val_loss: 0.031176 | Time: 3970.38 ms [2022-03-22 18:43:23 main:574] : INFO : Epoch 1709 | loss: 0.0311702 | val_loss: 0.0311831 | Time: 3990.91 ms [2022-03-22 18:43:27 main:574] : INFO : Epoch 1710 | loss: 0.0311699 | val_loss: 0.0311836 | Time: 3938.92 ms [2022-03-22 18:43:31 main:574] : INFO : Epoch 1711 | loss: 0.0311666 | val_loss: 0.0311791 | Time: 3951.18 ms [2022-03-22 18:43:35 main:574] : INFO : Epoch 1712 | loss: 0.0311666 | val_loss: 0.0311801 | Time: 3939.83 ms [2022-03-22 18:43:39 main:574] : INFO : Epoch 1713 | loss: 0.0311708 | val_loss: 0.0311788 | Time: 3910.2 ms [2022-03-22 18:43:43 main:574] : INFO : Epoch 1714 | loss: 0.0311714 | val_loss: 0.0311926 | Time: 3973 ms [2022-03-22 18:43:47 main:574] : INFO : Epoch 1715 | loss: 0.031172 | val_loss: 0.0311823 | Time: 3944.71 ms [2022-03-22 18:43:51 main:574] : INFO : Epoch 1716 | loss: 0.0311708 | val_loss: 0.0311916 | Time: 3958.26 ms [2022-03-22 18:43:55 main:574] : INFO : Epoch 1717 | loss: 0.0311709 | val_loss: 0.0311827 | Time: 3978.56 ms [2022-03-22 18:43:59 main:574] : INFO : Epoch 1718 | loss: 0.0311723 | val_loss: 0.0311825 | Time: 3946.76 ms [2022-03-22 18:44:03 main:574] : INFO : Epoch 1719 | loss: 0.0311712 | val_loss: 0.0311816 | Time: 3968.71 ms [2022-03-22 18:44:07 main:574] : INFO : Epoch 1720 | loss: 0.0311708 | val_loss: 0.031182 | Time: 3930.95 ms [2022-03-22 18:44:11 main:574] : INFO : Epoch 1721 | loss: 0.0311706 | val_loss: 0.0311833 | Time: 3946.82 ms [2022-03-22 18:44:15 main:574] : INFO : Epoch 1722 | loss: 0.0311689 | val_loss: 0.0311841 | Time: 3985.74 ms [2022-03-22 18:44:19 main:574] : INFO : Epoch 1723 | loss: 0.0311672 | val_loss: 0.0311826 | Time: 3925.5 ms [2022-03-22 18:44:23 main:574] : INFO : Epoch 1724 | loss: 0.0311691 | val_loss: 0.0311837 | Time: 3946.16 ms [2022-03-22 18:44:27 main:574] : INFO : Epoch 1725 | loss: 0.031169 | val_loss: 0.0311807 | Time: 3952.17 ms [2022-03-22 18:44:31 main:574] : INFO : Epoch 1726 | loss: 0.0311691 | val_loss: 0.0311837 | Time: 3911.41 ms [2022-03-22 18:44:35 main:574] : INFO : Epoch 1727 | loss: 0.0311703 | val_loss: 0.0311873 | Time: 4000.21 ms [2022-03-22 18:44:39 main:574] : INFO : Epoch 1728 | loss: 0.0311758 | val_loss: 0.0311886 | Time: 3965.63 ms [2022-03-22 18:44:43 main:574] : INFO : Epoch 1729 | loss: 0.0311748 | val_loss: 0.0311805 | Time: 3951.16 ms [2022-03-22 18:44:47 main:574] : INFO : Epoch 1730 | loss: 0.031171 | val_loss: 0.0311793 | Time: 3987.16 ms [2022-03-22 18:45:03 main:574] : INFO : Epoch 1731 | loss: 0.031174 | val_loss: 0.0311831 | Time: 15604.2 ms [2022-03-22 18:45:09 main:574] : INFO : Epoch 1732 | loss: 0.03117 | val_loss: 0.0311808 | Time: 5958 ms [2022-03-22 19:00:16 main:574] : INFO : Epoch 1733 | loss: 0.0311669 | val_loss: 0.0311813 | Time: 907399 ms [2022-03-22 19:09:13 main:574] : INFO : Epoch 1734 | loss: 0.031168 | val_loss: 0.0311873 | Time: 536292 ms [2022-03-22 19:09:18 main:574] : INFO : Epoch 1735 | loss: 0.0311681 | val_loss: 0.0311784 | Time: 4697.35 ms [2022-03-22 19:09:22 main:574] : INFO : Epoch 1736 | loss: 0.0311712 | val_loss: 0.031178 | Time: 4611.09 ms [2022-03-22 19:09:27 main:574] : INFO : Epoch 1737 | loss: 0.031174 | val_loss: 0.0311793 | Time: 4665.75 ms [2022-03-22 19:09:32 main:574] : INFO : Epoch 1738 | loss: 0.0311719 | val_loss: 0.0311783 | Time: 4563.11 ms [2022-03-22 19:09:36 main:574] : INFO : Epoch 1739 | loss: 0.0311694 | val_loss: 0.031177 | Time: 4638.1 ms [2022-03-22 19:09:41 main:574] : INFO : Epoch 1740 | loss: 0.0311682 | val_loss: 0.0311778 | Time: 4537.34 ms [2022-03-22 19:09:46 main:574] : INFO : Epoch 1741 | loss: 0.0311696 | val_loss: 0.0311789 | Time: 4651.7 ms [2022-03-22 19:09:51 main:574] : INFO : Epoch 1742 | loss: 0.0311695 | val_loss: 0.0311793 | Time: 4621.63 ms [2022-03-22 19:09:55 main:574] : INFO : Epoch 1743 | loss: 0.031167 | val_loss: 0.0311822 | Time: 4559.81 ms [2022-03-22 19:10:00 main:574] : INFO : Epoch 1744 | loss: 0.0311671 | val_loss: 0.0311825 | Time: 4578.88 ms [2022-03-22 19:10:04 main:574] : INFO : Epoch 1745 | loss: 0.0311666 | val_loss: 0.0311776 | Time: 4613.61 ms [2022-03-22 19:10:09 main:574] : INFO : Epoch 1746 | loss: 0.0311658 | val_loss: 0.0311803 | Time: 4521.59 ms [2022-03-22 19:10:14 main:574] : INFO : Epoch 1747 | loss: 0.0311647 | val_loss: 0.0311789 | Time: 4604.01 ms [2022-03-22 19:10:18 main:574] : INFO : Epoch 1748 | loss: 0.0311649 | val_loss: 0.0311824 | Time: 4591.7 ms [2022-03-22 19:10:23 main:574] : INFO : Epoch 1749 | loss: 0.0311661 | val_loss: 0.0311765 | Time: 4598.17 ms [2022-03-22 19:10:28 main:574] : INFO : Epoch 1750 | loss: 0.0311637 | val_loss: 0.0311788 | Time: 4583.69 ms [2022-03-22 19:10:32 main:574] : INFO : Epoch 1751 | loss: 0.0311628 | val_loss: 0.0311773 | Time: 4479.8 ms [2022-03-22 19:10:37 main:574] : INFO : Epoch 1752 | loss: 0.0311631 | val_loss: 0.031179 | Time: 4563.32 ms [2022-03-22 19:10:41 main:574] : INFO : Epoch 1753 | loss: 0.0311646 | val_loss: 0.0311793 | Time: 4609.35 ms [2022-03-22 19:10:46 main:574] : INFO : Epoch 1754 | loss: 0.0311654 | val_loss: 0.0311756 | Time: 4536.99 ms [2022-03-22 19:10:51 main:574] : INFO : Epoch 1755 | loss: 0.0311642 | val_loss: 0.0311742 | Time: 4557.86 ms [2022-03-22 19:10:55 main:574] : INFO : Epoch 1756 | loss: 0.0311639 | val_loss: 0.0311764 | Time: 4619.21 ms [2022-03-22 19:11:00 main:574] : INFO : Epoch 1757 | loss: 0.0311642 | val_loss: 0.031178 | Time: 4584.51 ms [2022-03-22 19:11:05 main:574] : INFO : Epoch 1758 | loss: 0.0311612 | val_loss: 0.0311769 | Time: 4578.79 ms [2022-03-22 19:11:09 main:574] : INFO : Epoch 1759 | loss: 0.0311619 | val_loss: 0.0311812 | Time: 4468.98 ms [2022-03-22 19:11:14 main:574] : INFO : Epoch 1760 | loss: 0.0311616 | val_loss: 0.031176 | Time: 4578.34 ms [2022-03-22 19:11:18 main:574] : INFO : Epoch 1761 | loss: 0.0311608 | val_loss: 0.0311802 | Time: 4658.59 ms [2022-03-22 19:11:23 main:574] : INFO : Epoch 1762 | loss: 0.0311622 | val_loss: 0.0311771 | Time: 4554.68 ms [2022-03-22 19:11:28 main:574] : INFO : Epoch 1763 | loss: 0.0311631 | val_loss: 0.0311755 | Time: 4592.21 ms [2022-03-22 19:11:32 main:574] : INFO : Epoch 1764 | loss: 0.0311606 | val_loss: 0.0311798 | Time: 4522.29 ms [2022-03-22 19:11:37 main:574] : INFO : Epoch 1765 | loss: 0.0311659 | val_loss: 0.0311784 | Time: 4605.74 ms [2022-03-22 19:11:41 main:574] : INFO : Epoch 1766 | loss: 0.0311614 | val_loss: 0.0311763 | Time: 4512.33 ms [2022-03-22 19:11:46 main:574] : INFO : Epoch 1767 | loss: 0.0311592 | val_loss: 0.031176 | Time: 4531.17 ms [2022-03-22 19:11:50 main:574] : INFO : Epoch 1768 | loss: 0.0311619 | val_loss: 0.0311738 | Time: 4541.19 ms [2022-03-22 19:11:55 main:574] : INFO : Epoch 1769 | loss: 0.0311637 | val_loss: 0.0311781 | Time: 4538.73 ms [2022-03-22 19:12:00 main:574] : INFO : Epoch 1770 | loss: 0.0311622 | val_loss: 0.0311762 | Time: 4593.77 ms [2022-03-22 19:12:04 main:574] : INFO : Epoch 1771 | loss: 0.031162 | val_loss: 0.0311756 | Time: 4551.13 ms [2022-03-22 19:12:09 main:574] : INFO : Epoch 1772 | loss: 0.0311606 | val_loss: 0.0311788 | Time: 4536.15 ms [2022-03-22 19:12:13 main:574] : INFO : Epoch 1773 | loss: 0.0311623 | val_loss: 0.0311793 | Time: 4575.83 ms [2022-03-22 19:12:18 main:574] : INFO : Epoch 1774 | loss: 0.0311626 | val_loss: 0.0311761 | Time: 4552.55 ms [2022-03-22 19:12:23 main:574] : INFO : Epoch 1775 | loss: 0.0311615 | val_loss: 0.0311779 | Time: 4566.99 ms [2022-03-22 19:12:27 main:574] : INFO : Epoch 1776 | loss: 0.0311621 | val_loss: 0.031182 | Time: 4498.51 ms [2022-03-22 19:12:32 main:574] : INFO : Epoch 1777 | loss: 0.0311626 | val_loss: 0.0311741 | Time: 4500 ms [2022-03-22 19:12:36 main:574] : INFO : Epoch 1778 | loss: 0.0311586 | val_loss: 0.0311757 | Time: 4571.41 ms [2022-03-22 19:12:41 main:574] : INFO : Epoch 1779 | loss: 0.0311592 | val_loss: 0.0311728 | Time: 4449.81 ms [2022-03-22 19:12:45 main:574] : INFO : Epoch 1780 | loss: 0.0311597 | val_loss: 0.031175 | Time: 4562.54 ms [2022-03-22 19:12:50 main:574] : INFO : Epoch 1781 | loss: 0.0311592 | val_loss: 0.031174 | Time: 4530.24 ms [2022-03-22 19:12:55 main:574] : INFO : Epoch 1782 | loss: 0.0311594 | val_loss: 0.0311753 | Time: 4520.52 ms [2022-03-22 19:12:59 main:574] : INFO : Epoch 1783 | loss: 0.0311606 | val_loss: 0.031177 | Time: 4550.16 ms [2022-03-22 19:13:04 main:574] : INFO : Epoch 1784 | loss: 0.0311586 | val_loss: 0.0311742 | Time: 4565.66 ms [2022-03-22 19:13:08 main:574] : INFO : Epoch 1785 | loss: 0.0311573 | val_loss: 0.0311788 | Time: 4642.62 ms [2022-03-22 19:13:13 main:574] : INFO : Epoch 1786 | loss: 0.0311573 | val_loss: 0.0311784 | Time: 4513.68 ms [2022-03-22 19:13:18 main:574] : INFO : Epoch 1787 | loss: 0.0311571 | val_loss: 0.0311757 | Time: 4566.01 ms [2022-03-22 19:13:22 main:574] : INFO : Epoch 1788 | loss: 0.0311596 | val_loss: 0.0311754 | Time: 4624.48 ms [2022-03-22 19:13:27 main:574] : INFO : Epoch 1789 | loss: 0.0311574 | val_loss: 0.0311769 | Time: 4543.53 ms [2022-03-22 19:13:31 main:574] : INFO : Epoch 1790 | loss: 0.0311579 | val_loss: 0.0311757 | Time: 4513.43 ms [2022-03-22 19:13:36 main:574] : INFO : Epoch 1791 | loss: 0.0311582 | val_loss: 0.0311768 | Time: 4533.72 ms [2022-03-22 19:13:41 main:574] : INFO : Epoch 1792 | loss: 0.0311567 | val_loss: 0.0311775 | Time: 4687.59 ms [2022-03-22 19:13:45 main:574] : INFO : Epoch 1793 | loss: 0.0311601 | val_loss: 0.0311778 | Time: 4539.64 ms [2022-03-22 19:13:50 main:574] : INFO : Epoch 1794 | loss: 0.0311609 | val_loss: 0.0311787 | Time: 4513.16 ms [2022-03-22 19:13:54 main:574] : INFO : Epoch 1795 | loss: 0.0311632 | val_loss: 0.0311819 | Time: 4462.66 ms [2022-03-22 19:13:59 main:574] : INFO : Epoch 1796 | loss: 0.03116 | val_loss: 0.0311743 | Time: 4540.2 ms [2022-03-22 19:14:03 main:574] : INFO : Epoch 1797 | loss: 0.0311601 | val_loss: 0.0311777 | Time: 4447.34 ms [2022-03-22 19:14:08 main:574] : INFO : Epoch 1798 | loss: 0.0311632 | val_loss: 0.0311756 | Time: 4533.26 ms [2022-03-22 19:14:13 main:574] : INFO : Epoch 1799 | loss: 0.0311655 | val_loss: 0.0311779 | Time: 4475.37 ms [2022-03-22 19:14:17 main:574] : INFO : Epoch 1800 | loss: 0.0311645 | val_loss: 0.0311822 | Time: 4541.18 ms [2022-03-22 19:14:22 main:574] : INFO : Epoch 1801 | loss: 0.0311652 | val_loss: 0.0311775 | Time: 4531.3 ms [2022-03-22 19:14:26 main:574] : INFO : Epoch 1802 | loss: 0.031164 | val_loss: 0.0311931 | Time: 4452.35 ms [2022-03-22 19:14:31 main:574] : INFO : Epoch 1803 | loss: 0.0311638 | val_loss: 0.0311766 | Time: 4499.55 ms [2022-03-22 19:14:35 main:574] : INFO : Epoch 1804 | loss: 0.0311642 | val_loss: 0.0311751 | Time: 4434.37 ms [2022-03-22 19:14:40 main:574] : INFO : Epoch 1805 | loss: 0.0311628 | val_loss: 0.0311745 | Time: 4557.64 ms [2022-03-22 19:14:44 main:574] : INFO : Epoch 1806 | loss: 0.0311628 | val_loss: 0.0311752 | Time: 4540.31 ms [2022-03-22 19:14:49 main:574] : INFO : Epoch 1807 | loss: 0.0311604 | val_loss: 0.0311759 | Time: 4468.44 ms [2022-03-22 19:14:53 main:574] : INFO : Epoch 1808 | loss: 0.0311609 | val_loss: 0.0311748 | Time: 4510 ms [2022-03-22 19:14:58 main:574] : INFO : Epoch 1809 | loss: 0.0311616 | val_loss: 0.031178 | Time: 4456.89 ms [2022-03-22 19:15:13 main:574] : INFO : Epoch 1810 | loss: 0.0311642 | val_loss: 0.0311769 | Time: 14727.9 ms [2022-03-22 19:15:17 main:574] : INFO : Epoch 1811 | loss: 0.0311658 | val_loss: 0.03119 | Time: 4572.18 ms [2022-03-22 19:15:22 main:574] : INFO : Epoch 1812 | loss: 0.0311686 | val_loss: 0.0311781 | Time: 4480.43 ms [2022-03-22 19:15:27 main:574] : INFO : Epoch 1813 | loss: 0.0311634 | val_loss: 0.031181 | Time: 4583.79 ms [2022-03-22 19:15:31 main:574] : INFO : Epoch 1814 | loss: 0.0311611 | val_loss: 0.031174 | Time: 4591.39 ms [2022-03-22 19:15:36 main:574] : INFO : Epoch 1815 | loss: 0.0311594 | val_loss: 0.031175 | Time: 4547.18 ms [2022-03-22 19:15:41 main:574] : INFO : Epoch 1816 | loss: 0.0311599 | val_loss: 0.0311756 | Time: 4756 ms [2022-03-22 19:15:55 main:574] : INFO : Epoch 1817 | loss: 0.0311586 | val_loss: 0.0311775 | Time: 14550.7 ms [2022-03-22 19:16:00 main:574] : INFO : Epoch 1818 | loss: 0.0311608 | val_loss: 0.0311753 | Time: 4537.31 ms [2022-03-22 19:16:05 main:574] : INFO : Epoch 1819 | loss: 0.0311571 | val_loss: 0.0311751 | Time: 4524.24 ms [2022-03-22 19:16:09 main:574] : INFO : Epoch 1820 | loss: 0.031157 | val_loss: 0.0311755 | Time: 4408.1 ms [2022-03-22 19:16:14 main:574] : INFO : Epoch 1821 | loss: 0.0311569 | val_loss: 0.0311767 | Time: 4544.84 ms [2022-03-22 19:16:19 main:574] : INFO : Epoch 1822 | loss: 0.0311574 | val_loss: 0.031178 | Time: 5081.01 ms [2022-03-22 19:16:24 main:574] : INFO : Epoch 1823 | loss: 0.0311582 | val_loss: 0.0311747 | Time: 4411.15 ms [2022-03-22 19:16:28 main:574] : INFO : Epoch 1824 | loss: 0.0311563 | val_loss: 0.0311753 | Time: 4458.55 ms [2022-03-22 19:16:33 main:574] : INFO : Epoch 1825 | loss: 0.0311582 | val_loss: 0.0311786 | Time: 4467.88 ms [2022-03-22 19:16:37 main:574] : INFO : Epoch 1826 | loss: 0.0311587 | val_loss: 0.031181 | Time: 4501.62 ms [2022-03-22 19:16:42 main:574] : INFO : Epoch 1827 | loss: 0.0311552 | val_loss: 0.031175 | Time: 4517.69 ms [2022-03-22 19:16:46 main:574] : INFO : Epoch 1828 | loss: 0.0311551 | val_loss: 0.0311765 | Time: 4423.56 ms [2022-03-22 19:16:51 main:574] : INFO : Epoch 1829 | loss: 0.031154 | val_loss: 0.0311815 | Time: 4501.35 ms [2022-03-22 19:16:55 main:574] : INFO : Epoch 1830 | loss: 0.0311556 | val_loss: 0.0311736 | Time: 4459.19 ms [2022-03-22 19:17:00 main:574] : INFO : Epoch 1831 | loss: 0.0311548 | val_loss: 0.0311763 | Time: 4557.66 ms [2022-03-22 19:17:05 main:574] : INFO : Epoch 1832 | loss: 0.0311583 | val_loss: 0.0311833 | Time: 4521.48 ms [2022-03-22 19:17:09 main:574] : INFO : Epoch 1833 | loss: 0.0311576 | val_loss: 0.0311796 | Time: 4437.28 ms [2022-03-22 19:17:14 main:574] : INFO : Epoch 1834 | loss: 0.0311559 | val_loss: 0.0311732 | Time: 4460.2 ms [2022-03-22 19:17:18 main:574] : INFO : Epoch 1835 | loss: 0.0311556 | val_loss: 0.0311732 | Time: 4430.97 ms [2022-03-22 19:17:23 main:574] : INFO : Epoch 1836 | loss: 0.0311584 | val_loss: 0.0311798 | Time: 4512.8 ms [2022-03-22 19:17:27 main:574] : INFO : Epoch 1837 | loss: 0.03116 | val_loss: 0.0311804 | Time: 4466.02 ms [2022-03-22 19:17:32 main:574] : INFO : Epoch 1838 | loss: 0.0311606 | val_loss: 0.0311811 | Time: 4441.09 ms [2022-03-22 19:17:36 main:574] : INFO : Epoch 1839 | loss: 0.0311602 | val_loss: 0.0311823 | Time: 4482.77 ms [2022-03-22 19:17:41 main:574] : INFO : Epoch 1840 | loss: 0.0311603 | val_loss: 0.0311869 | Time: 4428.82 ms [2022-03-22 19:17:45 main:574] : INFO : Epoch 1841 | loss: 0.03116 | val_loss: 0.0311794 | Time: 4460.97 ms [2022-03-22 19:17:50 main:574] : INFO : Epoch 1842 | loss: 0.03116 | val_loss: 0.0311788 | Time: 4450.24 ms [2022-03-22 19:17:54 main:574] : INFO : Epoch 1843 | loss: 0.03116 | val_loss: 0.0311746 | Time: 4477.3 ms [2022-03-22 19:17:59 main:574] : INFO : Epoch 1844 | loss: 0.0311633 | val_loss: 0.0311755 | Time: 4512.4 ms [2022-03-22 19:18:03 main:574] : INFO : Epoch 1845 | loss: 0.0311618 | val_loss: 0.0311765 | Time: 4444.19 ms [2022-03-22 19:18:08 main:574] : INFO : Epoch 1846 | loss: 0.0311592 | val_loss: 0.0311781 | Time: 4443.11 ms [2022-03-22 19:18:12 main:574] : INFO : Epoch 1847 | loss: 0.03116 | val_loss: 0.0311811 | Time: 4412.22 ms [2022-03-22 19:18:17 main:574] : INFO : Epoch 1848 | loss: 0.0311597 | val_loss: 0.0311774 | Time: 4455.78 ms [2022-03-22 19:18:21 main:574] : INFO : Epoch 1849 | loss: 0.0311613 | val_loss: 0.0311807 | Time: 4478.02 ms [2022-03-22 19:18:26 main:574] : INFO : Epoch 1850 | loss: 0.0311635 | val_loss: 0.0311759 | Time: 4451.64 ms [2022-03-22 19:18:30 main:574] : INFO : Epoch 1851 | loss: 0.031161 | val_loss: 0.0311753 | Time: 4474.95 ms [2022-03-22 19:18:35 main:574] : INFO : Epoch 1852 | loss: 0.0311594 | val_loss: 0.0311775 | Time: 4438.42 ms [2022-03-22 19:18:39 main:574] : INFO : Epoch 1853 | loss: 0.0311595 | val_loss: 0.0311732 | Time: 4504.92 ms [2022-03-22 19:18:44 main:574] : INFO : Epoch 1854 | loss: 0.0311594 | val_loss: 0.0311797 | Time: 4460.87 ms [2022-03-22 19:18:49 main:574] : INFO : Epoch 1855 | loss: 0.0311597 | val_loss: 0.0311786 | Time: 4469.94 ms [2022-03-22 19:18:53 main:574] : INFO : Epoch 1856 | loss: 0.0311582 | val_loss: 0.0311725 | Time: 4544.29 ms [2022-03-22 19:18:58 main:574] : INFO : Epoch 1857 | loss: 0.0311574 | val_loss: 0.0311821 | Time: 4416.9 ms [2022-03-22 19:19:02 main:574] : INFO : Epoch 1858 | loss: 0.0311576 | val_loss: 0.0311768 | Time: 4509.5 ms [2022-03-22 19:19:07 main:574] : INFO : Epoch 1859 | loss: 0.0311578 | val_loss: 0.0311775 | Time: 4418.9 ms [2022-03-22 19:19:11 main:574] : INFO : Epoch 1860 | loss: 0.0311577 | val_loss: 0.031172 | Time: 4472.16 ms [2022-03-22 19:19:16 main:574] : INFO : Epoch 1861 | loss: 0.031158 | val_loss: 0.0311776 | Time: 4441.67 ms [2022-03-22 19:19:20 main:574] : INFO : Epoch 1862 | loss: 0.0311571 | val_loss: 0.0311752 | Time: 4449.98 ms [2022-03-22 19:19:25 main:574] : INFO : Epoch 1863 | loss: 0.0311598 | val_loss: 0.0311799 | Time: 4474.92 ms [2022-03-22 19:19:29 main:574] : INFO : Epoch 1864 | loss: 0.0311568 | val_loss: 0.0311748 | Time: 4470.79 ms [2022-03-22 19:19:34 main:574] : INFO : Epoch 1865 | loss: 0.0311618 | val_loss: 0.0311811 | Time: 4494.35 ms [2022-03-22 19:19:38 main:574] : INFO : Epoch 1866 | loss: 0.0311593 | val_loss: 0.0311781 | Time: 4472.96 ms [2022-03-22 19:19:43 main:574] : INFO : Epoch 1867 | loss: 0.0311593 | val_loss: 0.0311753 | Time: 4509.74 ms [2022-03-22 19:19:47 main:574] : INFO : Epoch 1868 | loss: 0.0311568 | val_loss: 0.0311774 | Time: 4478.24 ms [2022-03-22 19:19:52 main:574] : INFO : Epoch 1869 | loss: 0.0311546 | val_loss: 0.0311766 | Time: 4382.79 ms [2022-03-22 19:19:56 main:574] : INFO : Epoch 1870 | loss: 0.031154 | val_loss: 0.0311752 | Time: 4533.46 ms [2022-03-22 19:20:01 main:574] : INFO : Epoch 1871 | loss: 0.031154 | val_loss: 0.0311716 | Time: 4433.18 ms [2022-03-22 19:20:06 main:574] : INFO : Epoch 1872 | loss: 0.0311537 | val_loss: 0.0311784 | Time: 4471.45 ms [2022-03-22 19:20:10 main:574] : INFO : Epoch 1873 | loss: 0.0311547 | val_loss: 0.031175 | Time: 4435.14 ms [2022-03-22 19:20:15 main:574] : INFO : Epoch 1874 | loss: 0.0311562 | val_loss: 0.0311808 | Time: 4608.59 ms [2022-03-22 19:20:19 main:574] : INFO : Epoch 1875 | loss: 0.0311564 | val_loss: 0.0311761 | Time: 4472.02 ms [2022-03-22 19:20:26 main:574] : INFO : Epoch 1876 | loss: 0.0311546 | val_loss: 0.0311755 | Time: 4491.78 ms [2022-03-22 19:20:30 main:574] : INFO : Epoch 1877 | loss: 0.0311569 | val_loss: 0.0311764 | Time: 4460.04 ms [2022-03-22 19:20:35 main:574] : INFO : Epoch 1878 | loss: 0.0311684 | val_loss: 0.0311794 | Time: 4508.61 ms [2022-03-22 19:20:39 main:574] : INFO : Epoch 1879 | loss: 0.0311742 | val_loss: 0.0311833 | Time: 4466.06 ms [2022-03-22 19:20:44 main:574] : INFO : Epoch 1880 | loss: 0.03117 | val_loss: 0.0311756 | Time: 4465.15 ms [2022-03-22 19:20:48 main:574] : INFO : Epoch 1881 | loss: 0.0311689 | val_loss: 0.0311771 | Time: 4443.27 ms [2022-03-22 19:20:53 main:574] : INFO : Epoch 1882 | loss: 0.0311675 | val_loss: 0.0311752 | Time: 4528.24 ms [2022-03-22 19:20:57 main:574] : INFO : Epoch 1883 | loss: 0.0311644 | val_loss: 0.0311808 | Time: 4495.33 ms [2022-03-22 19:21:02 main:574] : INFO : Epoch 1884 | loss: 0.031167 | val_loss: 0.0311757 | Time: 4430.09 ms [2022-03-22 19:21:07 main:574] : INFO : Epoch 1885 | loss: 0.0311663 | val_loss: 0.0311759 | Time: 4536.99 ms [2022-03-22 19:21:11 main:574] : INFO : Epoch 1886 | loss: 0.0311652 | val_loss: 0.0311779 | Time: 4429.06 ms [2022-03-22 19:21:16 main:574] : INFO : Epoch 1887 | loss: 0.0311682 | val_loss: 0.0311876 | Time: 4521.89 ms [2022-03-22 19:21:20 main:574] : INFO : Epoch 1888 | loss: 0.0311695 | val_loss: 0.0311768 | Time: 4466.63 ms [2022-03-22 19:21:25 main:574] : INFO : Epoch 1889 | loss: 0.0311669 | val_loss: 0.0311799 | Time: 4452.3 ms [2022-03-22 19:21:29 main:574] : INFO : Epoch 1890 | loss: 0.031167 | val_loss: 0.0311812 | Time: 4491.23 ms [2022-03-22 19:21:34 main:574] : INFO : Epoch 1891 | loss: 0.0311665 | val_loss: 0.0311771 | Time: 4440.49 ms [2022-03-22 19:21:38 main:574] : INFO : Epoch 1892 | loss: 0.0311636 | val_loss: 0.0311786 | Time: 4487.26 ms [2022-03-22 19:21:43 main:574] : INFO : Epoch 1893 | loss: 0.031164 | val_loss: 0.031175 | Time: 4467.88 ms [2022-03-22 19:21:48 main:574] : INFO : Epoch 1894 | loss: 0.0311622 | val_loss: 0.0311758 | Time: 4433.28 ms [2022-03-22 19:21:52 main:574] : INFO : Epoch 1895 | loss: 0.0311629 | val_loss: 0.0311767 | Time: 4475.17 ms [2022-03-22 19:21:57 main:574] : INFO : Epoch 1896 | loss: 0.031162 | val_loss: 0.0311761 | Time: 4474.04 ms [2022-03-22 19:22:01 main:574] : INFO : Epoch 1897 | loss: 0.0311606 | val_loss: 0.031178 | Time: 4527.48 ms [2022-03-22 19:22:06 main:574] : INFO : Epoch 1898 | loss: 0.0311609 | val_loss: 0.0311742 | Time: 4473.44 ms [2022-03-22 19:22:10 main:574] : INFO : Epoch 1899 | loss: 0.0311611 | val_loss: 0.0311807 | Time: 4446.93 ms [2022-03-22 19:22:15 main:574] : INFO : Epoch 1900 | loss: 0.0311652 | val_loss: 0.031175 | Time: 4465.77 ms [2022-03-22 19:22:19 main:574] : INFO : Epoch 1901 | loss: 0.0311669 | val_loss: 0.0311721 | Time: 4418.95 ms [2022-03-22 19:22:24 main:574] : INFO : Epoch 1902 | loss: 0.0311669 | val_loss: 0.0311824 | Time: 4457.35 ms [2022-03-22 19:22:28 main:574] : INFO : Epoch 1903 | loss: 0.0311652 | val_loss: 0.0311745 | Time: 4426.83 ms [2022-03-22 19:22:33 main:574] : INFO : Epoch 1904 | loss: 0.0311655 | val_loss: 0.0311767 | Time: 4456.65 ms [2022-03-22 19:22:38 main:574] : INFO : Epoch 1905 | loss: 0.0311643 | val_loss: 0.0311785 | Time: 4551.25 ms [2022-03-22 19:22:42 main:574] : INFO : Epoch 1906 | loss: 0.0311628 | val_loss: 0.0311797 | Time: 4438.07 ms [2022-03-22 19:22:47 main:574] : INFO : Epoch 1907 | loss: 0.031163 | val_loss: 0.0311821 | Time: 4472.75 ms [2022-03-22 19:22:52 main:574] : INFO : Epoch 1908 | loss: 0.0311641 | val_loss: 0.0311831 | Time: 4791 ms [2022-03-22 19:22:56 main:574] : INFO : Epoch 1909 | loss: 0.0311648 | val_loss: 0.0311784 | Time: 4627.21 ms [2022-03-22 19:23:01 main:574] : INFO : Epoch 1910 | loss: 0.0311627 | val_loss: 0.0311803 | Time: 4570.04 ms [2022-03-22 19:23:05 main:574] : INFO : Epoch 1911 | loss: 0.0311636 | val_loss: 0.0311767 | Time: 4404.21 ms [2022-03-22 19:23:10 main:574] : INFO : Epoch 1912 | loss: 0.0311631 | val_loss: 0.0311799 | Time: 4481.62 ms [2022-03-22 19:23:15 main:574] : INFO : Epoch 1913 | loss: 0.0311651 | val_loss: 0.0311799 | Time: 4453.18 ms [2022-03-22 19:23:19 main:574] : INFO : Epoch 1914 | loss: 0.0311707 | val_loss: 0.0311792 | Time: 4398.87 ms [2022-03-22 19:23:24 main:574] : INFO : Epoch 1915 | loss: 0.0311707 | val_loss: 0.0311816 | Time: 4508.52 ms [2022-03-22 19:23:28 main:574] : INFO : Epoch 1916 | loss: 0.0311668 | val_loss: 0.0311733 | Time: 4430.74 ms [2022-03-22 19:23:33 main:574] : INFO : Epoch 1917 | loss: 0.031166 | val_loss: 0.0311779 | Time: 4456.62 ms [2022-03-22 19:23:37 main:574] : INFO : Epoch 1918 | loss: 0.0311632 | val_loss: 0.0311738 | Time: 4472.1 ms [2022-03-22 19:23:42 main:574] : INFO : Epoch 1919 | loss: 0.0311632 | val_loss: 0.0311786 | Time: 4468.11 ms [2022-03-22 19:23:46 main:574] : INFO : Epoch 1920 | loss: 0.0311633 | val_loss: 0.0311754 | Time: 4494.36 ms [2022-03-22 19:23:51 main:574] : INFO : Epoch 1921 | loss: 0.0311623 | val_loss: 0.0311783 | Time: 4421.82 ms [2022-03-22 19:23:56 main:574] : INFO : Epoch 1922 | loss: 0.0311624 | val_loss: 0.0311776 | Time: 4536.7 ms [2022-03-22 19:24:00 main:574] : INFO : Epoch 1923 | loss: 0.0311621 | val_loss: 0.0311759 | Time: 4478.58 ms [2022-03-22 19:24:05 main:574] : INFO : Epoch 1924 | loss: 0.0311624 | val_loss: 0.0311788 | Time: 4460.86 ms [2022-03-22 19:24:09 main:574] : INFO : Epoch 1925 | loss: 0.0311633 | val_loss: 0.0311769 | Time: 4417.84 ms [2022-03-22 19:24:14 main:574] : INFO : Epoch 1926 | loss: 0.0311637 | val_loss: 0.0311828 | Time: 4401.32 ms [2022-03-22 19:24:18 main:574] : INFO : Epoch 1927 | loss: 0.0311609 | val_loss: 0.0311781 | Time: 4500.53 ms [2022-03-22 19:24:23 main:574] : INFO : Epoch 1928 | loss: 0.0311613 | val_loss: 0.031178 | Time: 4474.36 ms [2022-03-22 19:24:27 main:574] : INFO : Epoch 1929 | loss: 0.0311611 | val_loss: 0.0311762 | Time: 4446.18 ms [2022-03-22 19:24:32 main:574] : INFO : Epoch 1930 | loss: 0.0311594 | val_loss: 0.0311811 | Time: 4547.05 ms [2022-03-22 19:24:37 main:574] : INFO : Epoch 1931 | loss: 0.0311624 | val_loss: 0.0311846 | Time: 4442.51 ms [2022-03-22 19:24:41 main:574] : INFO : Epoch 1932 | loss: 0.0311598 | val_loss: 0.0311766 | Time: 4455.15 ms [2022-03-22 19:24:46 main:574] : INFO : Epoch 1933 | loss: 0.0311595 | val_loss: 0.031177 | Time: 4460.58 ms [2022-03-22 19:24:50 main:574] : INFO : Epoch 1934 | loss: 0.0311618 | val_loss: 0.0311724 | Time: 4457.07 ms [2022-03-22 19:24:55 main:574] : INFO : Epoch 1935 | loss: 0.0311595 | val_loss: 0.0311726 | Time: 4507.08 ms [2022-03-22 19:24:59 main:574] : INFO : Epoch 1936 | loss: 0.0311632 | val_loss: 0.031171 | Time: 4399.64 ms [2022-03-22 19:25:04 main:574] : INFO : Epoch 1937 | loss: 0.0311634 | val_loss: 0.0311765 | Time: 4527.5 ms [2022-03-22 19:25:08 main:574] : INFO : Epoch 1938 | loss: 0.0311613 | val_loss: 0.0311724 | Time: 4429.33 ms [2022-03-22 19:25:13 main:574] : INFO : Epoch 1939 | loss: 0.0311592 | val_loss: 0.0311709 | Time: 4499.26 ms [2022-03-22 19:25:18 main:574] : INFO : Epoch 1940 | loss: 0.0311577 | val_loss: 0.0311749 | Time: 4438.03 ms [2022-03-22 19:25:22 main:574] : INFO : Epoch 1941 | loss: 0.0311573 | val_loss: 0.0311738 | Time: 4427.3 ms [2022-03-22 19:25:27 main:574] : INFO : Epoch 1942 | loss: 0.0311594 | val_loss: 0.0311761 | Time: 4532.3 ms [2022-03-22 19:25:31 main:574] : INFO : Epoch 1943 | loss: 0.031157 | val_loss: 0.0311733 | Time: 4406.93 ms [2022-03-22 19:25:36 main:574] : INFO : Epoch 1944 | loss: 0.0311583 | val_loss: 0.0311733 | Time: 4466.52 ms [2022-03-22 19:25:40 main:574] : INFO : Epoch 1945 | loss: 0.0311582 | val_loss: 0.0311688 | Time: 4485.99 ms [2022-03-22 19:25:45 main:574] : INFO : Epoch 1946 | loss: 0.0311583 | val_loss: 0.0311724 | Time: 4448.17 ms [2022-03-22 19:25:49 main:574] : INFO : Epoch 1947 | loss: 0.0311599 | val_loss: 0.0311749 | Time: 4470.32 ms [2022-03-22 19:25:54 main:574] : INFO : Epoch 1948 | loss: 0.0311615 | val_loss: 0.0311757 | Time: 4475.92 ms [2022-03-22 19:25:59 main:574] : INFO : Epoch 1949 | loss: 0.0311607 | val_loss: 0.0311747 | Time: 4616.33 ms [2022-03-22 19:26:03 main:574] : INFO : Epoch 1950 | loss: 0.0311597 | val_loss: 0.0311799 | Time: 4546.42 ms [2022-03-22 19:26:18 main:574] : INFO : Epoch 1951 | loss: 0.0311572 | val_loss: 0.0311769 | Time: 14643 ms [2022-03-22 19:26:23 main:574] : INFO : Epoch 1952 | loss: 0.0311598 | val_loss: 0.0311815 | Time: 4551.51 ms [2022-03-22 19:26:27 main:574] : INFO : Epoch 1953 | loss: 0.0311618 | val_loss: 0.0311794 | Time: 4446.56 ms [2022-03-22 19:26:32 main:574] : INFO : Epoch 1954 | loss: 0.0311624 | val_loss: 0.0311813 | Time: 4419.74 ms [2022-03-22 19:26:37 main:574] : INFO : Epoch 1955 | loss: 0.0311611 | val_loss: 0.0311755 | Time: 4437.66 ms [2022-03-22 19:26:41 main:574] : INFO : Epoch 1956 | loss: 0.0311608 | val_loss: 0.0311722 | Time: 4392.18 ms [2022-03-22 19:26:46 main:574] : INFO : Epoch 1957 | loss: 0.0311625 | val_loss: 0.0311772 | Time: 4503.93 ms [2022-03-22 19:26:50 main:574] : INFO : Epoch 1958 | loss: 0.0311603 | val_loss: 0.0311722 | Time: 4394.74 ms [2022-03-22 19:26:55 main:574] : INFO : Epoch 1959 | loss: 0.0311585 | val_loss: 0.0311716 | Time: 4425.83 ms [2022-03-22 19:26:59 main:574] : INFO : Epoch 1960 | loss: 0.0311573 | val_loss: 0.0311718 | Time: 4401.06 ms [2022-03-22 19:27:04 main:574] : INFO : Epoch 1961 | loss: 0.0311564 | val_loss: 0.0311767 | Time: 4382.43 ms [2022-03-22 19:27:08 main:574] : INFO : Epoch 1962 | loss: 0.0311631 | val_loss: 0.0311837 | Time: 4457.35 ms [2022-03-22 19:27:13 main:574] : INFO : Epoch 1963 | loss: 0.0311597 | val_loss: 0.0311719 | Time: 4396.1 ms [2022-03-22 19:27:17 main:574] : INFO : Epoch 1964 | loss: 0.0311562 | val_loss: 0.0311746 | Time: 4449.84 ms [2022-03-22 19:27:22 main:574] : INFO : Epoch 1965 | loss: 0.031157 | val_loss: 0.0311758 | Time: 4439.26 ms [2022-03-22 19:27:27 main:574] : INFO : Epoch 1966 | loss: 0.0311575 | val_loss: 0.0311719 | Time: 5312.56 ms [2022-03-22 19:27:32 main:574] : INFO : Epoch 1967 | loss: 0.0311596 | val_loss: 0.0311765 | Time: 5128.46 ms [2022-03-22 19:27:38 main:574] : INFO : Epoch 1968 | loss: 0.0311583 | val_loss: 0.0311737 | Time: 5139.97 ms [2022-03-22 19:27:43 main:574] : INFO : Epoch 1969 | loss: 0.0311575 | val_loss: 0.0311763 | Time: 5168.89 ms [2022-03-22 19:27:48 main:574] : INFO : Epoch 1970 | loss: 0.0311591 | val_loss: 0.0311721 | Time: 5186.19 ms [2022-03-22 19:27:53 main:574] : INFO : Epoch 1971 | loss: 0.0311587 | val_loss: 0.0311793 | Time: 5183.55 ms [2022-03-22 19:27:59 main:574] : INFO : Epoch 1972 | loss: 0.0311565 | val_loss: 0.0311761 | Time: 5173.41 ms [2022-03-22 19:28:04 main:574] : INFO : Epoch 1973 | loss: 0.0311562 | val_loss: 0.0311751 | Time: 5128.02 ms [2022-03-22 19:28:09 main:574] : INFO : Epoch 1974 | loss: 0.0311615 | val_loss: 0.0311758 | Time: 5176.49 ms [2022-03-22 19:28:14 main:574] : INFO : Epoch 1975 | loss: 0.0311621 | val_loss: 0.031177 | Time: 5159.09 ms [2022-03-22 19:28:20 main:574] : INFO : Epoch 1976 | loss: 0.0311607 | val_loss: 0.0311792 | Time: 5272.5 ms [2022-03-22 19:28:25 main:574] : INFO : Epoch 1977 | loss: 0.0311581 | val_loss: 0.0311714 | Time: 5108.81 ms [2022-03-22 19:28:30 main:574] : INFO : Epoch 1978 | loss: 0.031157 | val_loss: 0.0311724 | Time: 5179.33 ms [2022-03-22 19:28:36 main:574] : INFO : Epoch 1979 | loss: 0.0311568 | val_loss: 0.0311761 | Time: 5042.35 ms [2022-03-22 19:28:41 main:574] : INFO : Epoch 1980 | loss: 0.0311608 | val_loss: 0.031177 | Time: 5038.8 ms [2022-03-22 19:28:46 main:574] : INFO : Epoch 1981 | loss: 0.0311623 | val_loss: 0.0311718 | Time: 5060.8 ms [2022-03-22 19:28:51 main:574] : INFO : Epoch 1982 | loss: 0.0311648 | val_loss: 0.0311831 | Time: 5101.24 ms [2022-03-22 19:28:56 main:574] : INFO : Epoch 1983 | loss: 0.0367137 | val_loss: 0.0327029 | Time: 5147.5 ms [2022-03-22 19:29:01 main:574] : INFO : Epoch 1984 | loss: 0.0326734 | val_loss: 0.0315218 | Time: 5069.12 ms [2022-03-22 19:29:07 main:574] : INFO : Epoch 1985 | loss: 0.0314359 | val_loss: 0.0313194 | Time: 5125.26 ms [2022-03-22 19:29:12 main:574] : INFO : Epoch 1986 | loss: 0.0312823 | val_loss: 0.0312602 | Time: 5117.74 ms [2022-03-22 19:29:17 main:574] : INFO : Epoch 1987 | loss: 0.0312551 | val_loss: 0.0312488 | Time: 5124.68 ms [2022-03-22 19:29:22 main:574] : INFO : Epoch 1988 | loss: 0.0312489 | val_loss: 0.0312445 | Time: 5134.85 ms [2022-03-22 19:29:27 main:574] : INFO : Epoch 1989 | loss: 0.0312469 | val_loss: 0.0312422 | Time: 5094.37 ms [2022-03-22 19:29:33 main:574] : INFO : Epoch 1990 | loss: 0.0312459 | val_loss: 0.0312401 | Time: 5044.69 ms [2022-03-22 19:29:38 main:574] : INFO : Epoch 1991 | loss: 0.0312431 | val_loss: 0.0312385 | Time: 5071.6 ms [2022-03-22 19:29:43 main:574] : INFO : Epoch 1992 | loss: 0.0312423 | val_loss: 0.031237 | Time: 5090.55 ms [2022-03-22 19:29:48 main:574] : INFO : Epoch 1993 | loss: 0.0312418 | val_loss: 0.0312354 | Time: 5076.64 ms [2022-03-22 19:29:53 main:574] : INFO : Epoch 1994 | loss: 0.0312404 | val_loss: 0.0312344 | Time: 5086.8 ms [2022-03-22 19:29:58 main:574] : INFO : Epoch 1995 | loss: 0.031239 | val_loss: 0.0312333 | Time: 5100.37 ms [2022-03-22 19:30:04 main:574] : INFO : Epoch 1996 | loss: 0.0312383 | val_loss: 0.0312349 | Time: 5100.21 ms [2022-03-22 19:30:09 main:574] : INFO : Epoch 1997 | loss: 0.0312392 | val_loss: 0.0312333 | Time: 5124.06 ms [2022-03-22 19:30:14 main:574] : INFO : Epoch 1998 | loss: 0.0312386 | val_loss: 0.0312309 | Time: 5239.52 ms [2022-03-22 19:30:29 main:574] : INFO : Epoch 1999 | loss: 0.0312369 | val_loss: 0.0312302 | Time: 15137.2 ms [2022-03-22 19:30:35 main:574] : INFO : Epoch 2000 | loss: 0.0312368 | val_loss: 0.0312293 | Time: 5071.09 ms [2022-03-22 19:30:40 main:574] : INFO : Epoch 2001 | loss: 0.0312337 | val_loss: 0.0312277 | Time: 5039.93 ms [2022-03-22 19:30:45 main:574] : INFO : Epoch 2002 | loss: 0.031233 | val_loss: 0.0312265 | Time: 5133.67 ms [2022-03-22 19:30:50 main:574] : INFO : Epoch 2003 | loss: 0.0312327 | val_loss: 0.0312268 | Time: 5038.65 ms [2022-03-22 19:30:55 main:574] : INFO : Epoch 2004 | loss: 0.0312329 | val_loss: 0.0312259 | Time: 5032.14 ms [2022-03-22 19:31:00 main:574] : INFO : Epoch 2005 | loss: 0.0312321 | val_loss: 0.0312251 | Time: 5023.8 ms [2022-03-22 19:31:06 main:574] : INFO : Epoch 2006 | loss: 0.0312326 | val_loss: 0.0312251 | Time: 5086.61 ms [2022-03-22 19:31:11 main:574] : INFO : Epoch 2007 | loss: 0.0312308 | val_loss: 0.0312233 | Time: 5087.03 ms [2022-03-22 19:31:16 main:574] : INFO : Epoch 2008 | loss: 0.0312297 | val_loss: 0.0312242 | Time: 5044.75 ms [2022-03-22 19:31:21 main:574] : INFO : Epoch 2009 | loss: 0.0312294 | val_loss: 0.031223 | Time: 4996.43 ms [2022-03-22 19:31:26 main:574] : INFO : Epoch 2010 | loss: 0.0312295 | val_loss: 0.0312238 | Time: 5098.55 ms [2022-03-22 19:31:31 main:574] : INFO : Epoch 2011 | loss: 0.0312289 | val_loss: 0.0312215 | Time: 5025.63 ms [2022-03-22 19:31:36 main:574] : INFO : Epoch 2012 | loss: 0.0312277 | val_loss: 0.0312216 | Time: 5118.22 ms [2022-03-22 19:31:41 main:574] : INFO : Epoch 2013 | loss: 0.0312277 | val_loss: 0.0312224 | Time: 5081.55 ms [2022-03-22 19:31:46 main:574] : INFO : Epoch 2014 | loss: 0.0312272 | val_loss: 0.0312202 | Time: 5083.47 ms [2022-03-22 19:31:52 main:574] : INFO : Epoch 2015 | loss: 0.0312265 | val_loss: 0.0312194 | Time: 5124.3 ms [2022-03-22 19:31:57 main:574] : INFO : Epoch 2016 | loss: 0.0312278 | val_loss: 0.0312215 | Time: 5107.56 ms [2022-03-22 19:32:02 main:574] : INFO : Epoch 2017 | loss: 0.0312292 | val_loss: 0.0312216 | Time: 5066.13 ms [2022-03-22 19:32:07 main:574] : INFO : Epoch 2018 | loss: 0.0312277 | val_loss: 0.0312186 | Time: 5014.74 ms [2022-03-22 19:32:12 main:574] : INFO : Epoch 2019 | loss: 0.0312279 | val_loss: 0.0312237 | Time: 5082.27 ms [2022-03-22 19:32:17 main:574] : INFO : Epoch 2020 | loss: 0.031225 | val_loss: 0.0312184 | Time: 5032.27 ms [2022-03-22 19:32:22 main:574] : INFO : Epoch 2021 | loss: 0.0312244 | val_loss: 0.0312173 | Time: 5111.45 ms [2022-03-22 19:32:28 main:574] : INFO : Epoch 2022 | loss: 0.0312238 | val_loss: 0.0312162 | Time: 5204.75 ms [2022-03-22 19:32:33 main:574] : INFO : Epoch 2023 | loss: 0.0312246 | val_loss: 0.0312173 | Time: 5139.55 ms [2022-03-22 19:32:38 main:574] : INFO : Epoch 2024 | loss: 0.0312249 | val_loss: 0.031219 | Time: 5102.56 ms [2022-03-22 19:32:43 main:574] : INFO : Epoch 2025 | loss: 0.0312248 | val_loss: 0.0312244 | Time: 5044.39 ms [2022-03-22 19:32:48 main:574] : INFO : Epoch 2026 | loss: 0.0312229 | val_loss: 0.0312168 | Time: 5079.73 ms [2022-03-22 19:32:53 main:574] : INFO : Epoch 2027 | loss: 0.0312213 | val_loss: 0.0312136 | Time: 5108.22 ms [2022-03-22 19:32:59 main:574] : INFO : Epoch 2028 | loss: 0.0312223 | val_loss: 0.0312216 | Time: 5400.97 ms [2022-03-22 19:33:03 main:574] : INFO : Epoch 2029 | loss: 0.0312249 | val_loss: 0.0312401 | Time: 4785.63 ms [2022-03-22 19:33:08 main:574] : INFO : Epoch 2030 | loss: 0.0312314 | val_loss: 0.0312196 | Time: 4631.53 ms [2022-03-22 19:33:13 main:574] : INFO : Epoch 2031 | loss: 0.03123 | val_loss: 0.0312138 | Time: 4604.17 ms [2022-03-22 19:33:17 main:574] : INFO : Epoch 2032 | loss: 0.03122 | val_loss: 0.031213 | Time: 4591.89 ms [2022-03-22 19:33:22 main:574] : INFO : Epoch 2033 | loss: 0.0312204 | val_loss: 0.0312154 | Time: 4634.59 ms [2022-03-22 19:33:27 main:574] : INFO : Epoch 2034 | loss: 0.0312208 | val_loss: 0.031212 | Time: 4556.2 ms [2022-03-22 19:33:31 main:574] : INFO : Epoch 2035 | loss: 0.0312226 | val_loss: 0.0312162 | Time: 4560.5 ms [2022-03-22 19:33:36 main:574] : INFO : Epoch 2036 | loss: 0.031219 | val_loss: 0.0312116 | Time: 4637.57 ms [2022-03-22 19:33:41 main:574] : INFO : Epoch 2037 | loss: 0.0312188 | val_loss: 0.0312112 | Time: 4600.22 ms [2022-03-22 19:33:45 main:574] : INFO : Epoch 2038 | loss: 0.0312176 | val_loss: 0.0312121 | Time: 4631.88 ms [2022-03-22 19:33:50 main:574] : INFO : Epoch 2039 | loss: 0.0312197 | val_loss: 0.0312196 | Time: 4591.8 ms [2022-03-22 19:33:55 main:574] : INFO : Epoch 2040 | loss: 0.0312189 | val_loss: 0.0312195 | Time: 4589.01 ms [2022-03-22 19:33:59 main:574] : INFO : Epoch 2041 | loss: 0.0312197 | val_loss: 0.0312106 | Time: 4625.11 ms [2022-03-22 19:34:04 main:574] : INFO : Epoch 2042 | loss: 0.0312173 | val_loss: 0.0312086 | Time: 4593.83 ms [2022-03-22 19:34:08 main:574] : INFO : Epoch 2043 | loss: 0.0312159 | val_loss: 0.0312087 | Time: 4513.22 ms [2022-03-22 19:34:13 main:574] : INFO : Epoch 2044 | loss: 0.0312173 | val_loss: 0.0312091 | Time: 4613.17 ms [2022-03-22 19:34:18 main:574] : INFO : Epoch 2045 | loss: 0.0312142 | val_loss: 0.0312074 | Time: 4587.21 ms [2022-03-22 19:34:22 main:574] : INFO : Epoch 2046 | loss: 0.0312197 | val_loss: 0.0312166 | Time: 4594.39 ms [2022-03-22 19:34:27 main:574] : INFO : Epoch 2047 | loss: 0.0312191 | val_loss: 0.0312117 | Time: 4652.05 ms [2022-03-22 19:34:32 main:574] : INFO : Epoch 2048 | loss: 0.031216 | val_loss: 0.0312108 | Time: 4545.21 ms [2022-03-22 19:34:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312108 [2022-03-22 19:34:32 main:603] : INFO : Saving end state to config to file [2022-03-22 19:34:32 main:608] : INFO : Success, exiting.. 19:34:32 (18056): 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)