Task 14550082
| Name | ParityModified-1647040032-20198-3-0_0 |
| Workunit | 11575465 |
| Created | 8 Apr 2022, 12:22:03 UTC |
| Sent | 10 Apr 2022, 21:53:03 UTC |
| Report deadline | 18 Apr 2022, 21:53:03 UTC |
| Received | 11 Apr 2022, 6:15:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18317 |
| Run time | 3 hours 2 min 30 sec |
| CPU time | 2 hours 58 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 882.14 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031061 | val_loss: 0.0310762 | Time: 5324.72 ms
[2022-04-11 07:30:14 main:574] : INFO : Epoch 1543 | loss: 0.0310568 | val_loss: 0.0310726 | Time: 5326.48 ms
[2022-04-11 07:30:19 main:574] : INFO : Epoch 1544 | loss: 0.0310525 | val_loss: 0.0310718 | Time: 5340.26 ms
[2022-04-11 07:30:25 main:574] : INFO : Epoch 1545 | loss: 0.0310508 | val_loss: 0.0310724 | Time: 5330.03 ms
[2022-04-11 07:30:30 main:574] : INFO : Epoch 1546 | loss: 0.0310541 | val_loss: 0.03107 | Time: 5323.85 ms
[2022-04-11 07:30:35 main:574] : INFO : Epoch 1547 | loss: 0.0310583 | val_loss: 0.0310851 | Time: 5322.64 ms
[2022-04-11 07:30:41 main:574] : INFO : Epoch 1548 | loss: 0.0310523 | val_loss: 0.0310809 | Time: 5323.53 ms
[2022-04-11 07:30:46 main:574] : INFO : Epoch 1549 | loss: 0.0310668 | val_loss: 0.0310918 | Time: 5330.13 ms
[2022-04-11 07:30:51 main:574] : INFO : Epoch 1550 | loss: 0.0310676 | val_loss: 0.0310784 | Time: 5328.62 ms
[2022-04-11 07:30:57 main:574] : INFO : Epoch 1551 | loss: 0.0310858 | val_loss: 0.0311283 | Time: 5329.93 ms
[2022-04-11 07:31:02 main:574] : INFO : Epoch 1552 | loss: 0.0311176 | val_loss: 0.031132 | Time: 5329.67 ms
[2022-04-11 07:31:07 main:574] : INFO : Epoch 1553 | loss: 0.0311186 | val_loss: 0.031132 | Time: 5326.02 ms
[2022-04-11 07:31:13 main:574] : INFO : Epoch 1554 | loss: 0.0311276 | val_loss: 0.0311365 | Time: 5327.17 ms
[2022-04-11 07:31:18 main:574] : INFO : Epoch 1555 | loss: 0.0311192 | val_loss: 0.0311248 | Time: 5327.82 ms
[2022-04-11 07:31:23 main:574] : INFO : Epoch 1556 | loss: 0.0311112 | val_loss: 0.031118 | Time: 5325.34 ms
[2022-04-11 07:31:29 main:574] : INFO : Epoch 1557 | loss: 0.0311007 | val_loss: 0.0311043 | Time: 5329.73 ms
[2022-04-11 07:31:34 main:574] : INFO : Epoch 1558 | loss: 0.0310955 | val_loss: 0.0311005 | Time: 5329.08 ms
[2022-04-11 07:31:39 main:574] : INFO : Epoch 1559 | loss: 0.0310954 | val_loss: 0.0310987 | Time: 5331.3 ms
[2022-04-11 07:31:45 main:574] : INFO : Epoch 1560 | loss: 0.0310934 | val_loss: 0.0310981 | Time: 5321.12 ms
[2022-04-11 07:31:50 main:574] : INFO : Epoch 1561 | loss: 0.0310888 | val_loss: 0.0310978 | Time: 5325.45 ms
[2022-04-11 07:31:55 main:574] : INFO : Epoch 1562 | loss: 0.0310835 | val_loss: 0.0310937 | Time: 5330.48 ms
[2022-04-11 07:32:01 main:574] : INFO : Epoch 1563 | loss: 0.0310814 | val_loss: 0.0310986 | Time: 5324.81 ms
[2022-04-11 07:32:06 main:574] : INFO : Epoch 1564 | loss: 0.0310838 | val_loss: 0.0310933 | Time: 5329.35 ms
[2022-04-11 07:32:11 main:574] : INFO : Epoch 1565 | loss: 0.0310854 | val_loss: 0.0310967 | Time: 5329.15 ms
[2022-04-11 07:32:17 main:574] : INFO : Epoch 1566 | loss: 0.0310796 | val_loss: 0.0310968 | Time: 5327.09 ms
[2022-04-11 07:32:22 main:574] : INFO : Epoch 1567 | loss: 0.0310767 | val_loss: 0.0310922 | Time: 5327.75 ms
[2022-04-11 07:32:27 main:574] : INFO : Epoch 1568 | loss: 0.0310772 | val_loss: 0.0310892 | Time: 5326.21 ms
[2022-04-11 07:32:33 main:574] : INFO : Epoch 1569 | loss: 0.0310794 | val_loss: 0.0310962 | Time: 5330.04 ms
[2022-04-11 07:32:38 main:574] : INFO : Epoch 1570 | loss: 0.0310807 | val_loss: 0.031094 | Time: 5324.02 ms
[2022-04-11 07:32:43 main:574] : INFO : Epoch 1571 | loss: 0.0310791 | val_loss: 0.0310945 | Time: 5326.44 ms
[2022-04-11 07:32:49 main:574] : INFO : Epoch 1572 | loss: 0.0310722 | val_loss: 0.0310902 | Time: 5330.44 ms
[2022-04-11 07:32:54 main:574] : INFO : Epoch 1573 | loss: 0.0310731 | val_loss: 0.0310895 | Time: 5332.51 ms
[2022-04-11 07:32:59 main:574] : INFO : Epoch 1574 | loss: 0.031072 | val_loss: 0.0310991 | Time: 5331.3 ms
[2022-04-11 07:33:05 main:574] : INFO : Epoch 1575 | loss: 0.0310794 | val_loss: 0.0311017 | Time: 5325.66 ms
[2022-04-11 07:33:10 main:574] : INFO : Epoch 1576 | loss: 0.0310796 | val_loss: 0.0311127 | Time: 5324.49 ms
[2022-04-11 07:33:15 main:574] : INFO : Epoch 1577 | loss: 0.0310759 | val_loss: 0.031093 | Time: 5322.77 ms
[2022-04-11 07:33:21 main:574] : INFO : Epoch 1578 | loss: 0.0310738 | val_loss: 0.0310812 | Time: 5326.52 ms
[2022-04-11 07:33:26 main:574] : INFO : Epoch 1579 | loss: 0.0310679 | val_loss: 0.0310922 | Time: 5335.77 ms
[2022-04-11 07:33:31 main:574] : INFO : Epoch 1580 | loss: 0.0310714 | val_loss: 0.0310897 | Time: 5332.61 ms
[2022-04-11 07:33:37 main:574] : INFO : Epoch 1581 | loss: 0.0310811 | val_loss: 0.0310878 | Time: 5329.03 ms
[2022-04-11 07:33:42 main:574] : INFO : Epoch 1582 | loss: 0.0310753 | val_loss: 0.0310882 | Time: 5328.43 ms
[2022-04-11 07:33:47 main:574] : INFO : Epoch 1583 | loss: 0.031077 | val_loss: 0.0310931 | Time: 5327.94 ms
[2022-04-11 07:33:53 main:574] : INFO : Epoch 1584 | loss: 0.0310725 | val_loss: 0.031084 | Time: 5324.18 ms
[2022-04-11 07:33:58 main:574] : INFO : Epoch 1585 | loss: 0.0310673 | val_loss: 0.0310861 | Time: 5325.21 ms
[2022-04-11 07:34:03 main:574] : INFO : Epoch 1586 | loss: 0.031079 | val_loss: 0.0311031 | Time: 5331.48 ms
[2022-04-11 07:34:09 main:574] : INFO : Epoch 1587 | loss: 0.0310796 | val_loss: 0.0310918 | Time: 5329.93 ms
[2022-04-11 07:34:14 main:574] : INFO : Epoch 1588 | loss: 0.0310833 | val_loss: 0.0310891 | Time: 5328.28 ms
[2022-04-11 07:34:19 main:574] : INFO : Epoch 1589 | loss: 0.0310782 | val_loss: 0.0310909 | Time: 5327.55 ms
[2022-04-11 07:34:25 main:574] : INFO : Epoch 1590 | loss: 0.0310812 | val_loss: 0.0310923 | Time: 5329.28 ms
[2022-04-11 07:34:30 main:574] : INFO : Epoch 1591 | loss: 0.0310906 | val_loss: 0.0310979 | Time: 5326.19 ms
[2022-04-11 07:34:35 main:574] : INFO : Epoch 1592 | loss: 0.0310812 | val_loss: 0.0310851 | Time: 5321.36 ms
[2022-04-11 07:34:41 main:574] : INFO : Epoch 1593 | loss: 0.0310844 | val_loss: 0.0311015 | Time: 5333.19 ms
[2022-04-11 07:34:46 main:574] : INFO : Epoch 1594 | loss: 0.0311068 | val_loss: 0.031129 | Time: 5338.27 ms
[2022-04-11 07:34:51 main:574] : INFO : Epoch 1595 | loss: 0.0311095 | val_loss: 0.0311098 | Time: 5324.31 ms
[2022-04-11 07:34:57 main:574] : INFO : Epoch 1596 | loss: 0.0310888 | val_loss: 0.0310933 | Time: 5326.1 ms
[2022-04-11 07:35:02 main:574] : INFO : Epoch 1597 | loss: 0.0310789 | val_loss: 0.0310954 | Time: 5323.77 ms
[2022-04-11 07:35:07 main:574] : INFO : Epoch 1598 | loss: 0.0310769 | val_loss: 0.0310908 | Time: 5321.9 ms
[2022-04-11 07:35:13 main:574] : INFO : Epoch 1599 | loss: 0.0310746 | val_loss: 0.0310881 | Time: 5327.88 ms
[2022-04-11 07:35:18 main:574] : INFO : Epoch 1600 | loss: 0.0310829 | val_loss: 0.0310992 | Time: 5331.62 ms
[2022-04-11 07:35:23 main:574] : INFO : Epoch 1601 | loss: 0.0310838 | val_loss: 0.0310924 | Time: 5326.92 ms
[2022-04-11 07:35:29 main:574] : INFO : Epoch 1602 | loss: 0.0310747 | val_loss: 0.0310947 | Time: 5324.6 ms
[2022-04-11 07:35:34 main:574] : INFO : Epoch 1603 | loss: 0.0310798 | val_loss: 0.0310897 | Time: 5324.45 ms
[2022-04-11 07:35:39 main:574] : INFO : Epoch 1604 | loss: 0.0310772 | val_loss: 0.0310949 | Time: 5324.67 ms
[2022-04-11 07:35:45 main:574] : INFO : Epoch 1605 | loss: 0.0310806 | val_loss: 0.0310867 | Time: 5322.84 ms
[2022-04-11 07:35:50 main:574] : INFO : Epoch 1606 | loss: 0.0310732 | val_loss: 0.0310842 | Time: 5331.87 ms
[2022-04-11 07:35:55 main:574] : INFO : Epoch 1607 | loss: 0.0310693 | val_loss: 0.0310806 | Time: 5334.8 ms
[2022-04-11 07:36:01 main:574] : INFO : Epoch 1608 | loss: 0.0310662 | val_loss: 0.0310825 | Time: 5329.78 ms
[2022-04-11 07:36:06 main:574] : INFO : Epoch 1609 | loss: 0.0310659 | val_loss: 0.03109 | Time: 5327.54 ms
[2022-04-11 07:36:11 main:574] : INFO : Epoch 1610 | loss: 0.0310695 | val_loss: 0.0310826 | Time: 5326.09 ms
[2022-04-11 07:36:17 main:574] : INFO : Epoch 1611 | loss: 0.0310685 | val_loss: 0.0310822 | Time: 5321.6 ms
[2022-04-11 07:36:22 main:574] : INFO : Epoch 1612 | loss: 0.0310698 | val_loss: 0.031081 | Time: 5323.42 ms
[2022-04-11 07:36:27 main:574] : INFO : Epoch 1613 | loss: 0.0310642 | val_loss: 0.031079 | Time: 5323.19 ms
[2022-04-11 07:36:33 main:574] : INFO : Epoch 1614 | loss: 0.0310635 | val_loss: 0.031077 | Time: 5333.89 ms
[2022-04-11 07:36:38 main:574] : INFO : Epoch 1615 | loss: 0.0310689 | val_loss: 0.031077 | Time: 5332.45 ms
[2022-04-11 07:36:43 main:574] : INFO : Epoch 1616 | loss: 0.0310666 | val_loss: 0.0310866 | Time: 5322.62 ms
[2022-04-11 07:36:48 main:574] : INFO : Epoch 1617 | loss: 0.0310748 | val_loss: 0.0310997 | Time: 5323.25 ms
[2022-04-11 07:36:54 main:574] : INFO : Epoch 1618 | loss: 0.0310837 | val_loss: 0.0310999 | Time: 5327.43 ms
[2022-04-11 07:36:59 main:574] : INFO : Epoch 1619 | loss: 0.0310769 | val_loss: 0.0310911 | Time: 5324.85 ms
[2022-04-11 07:37:04 main:574] : INFO : Epoch 1620 | loss: 0.0310744 | val_loss: 0.0310874 | Time: 5325.1 ms
[2022-04-11 07:37:10 main:574] : INFO : Epoch 1621 | loss: 0.0310714 | val_loss: 0.0310813 | Time: 5332.44 ms
[2022-04-11 07:37:15 main:574] : INFO : Epoch 1622 | loss: 0.0310729 | val_loss: 0.031093 | Time: 5332.54 ms
[2022-04-11 07:37:20 main:574] : INFO : Epoch 1623 | loss: 0.0310723 | val_loss: 0.0310883 | Time: 5331.75 ms
[2022-04-11 07:37:26 main:574] : INFO : Epoch 1624 | loss: 0.0310805 | val_loss: 0.0310929 | Time: 5330.6 ms
[2022-04-11 07:37:31 main:574] : INFO : Epoch 1625 | loss: 0.0310737 | val_loss: 0.0310906 | Time: 5328.99 ms
[2022-04-11 07:37:37 main:574] : INFO : Epoch 1626 | loss: 0.031071 | val_loss: 0.0310943 | Time: 5337.28 ms
[2022-04-11 07:37:42 main:574] : INFO : Epoch 1627 | loss: 0.0310654 | val_loss: 0.0310778 | Time: 5322.87 ms
[2022-04-11 07:37:47 main:574] : INFO : Epoch 1628 | loss: 0.0310666 | val_loss: 0.0310878 | Time: 5331.07 ms
[2022-04-11 07:37:53 main:574] : INFO : Epoch 1629 | loss: 0.0310791 | val_loss: 0.0310834 | Time: 5326.04 ms
[2022-04-11 07:37:58 main:574] : INFO : Epoch 1630 | loss: 0.0310684 | val_loss: 0.0310765 | Time: 5328.78 ms
[2022-04-11 07:38:03 main:574] : INFO : Epoch 1631 | loss: 0.031063 | val_loss: 0.0310834 | Time: 5326.09 ms
[2022-04-11 07:38:09 main:574] : INFO : Epoch 1632 | loss: 0.0310666 | val_loss: 0.0310769 | Time: 5330 ms
[2022-04-11 07:38:14 main:574] : INFO : Epoch 1633 | loss: 0.0310691 | val_loss: 0.0311421 | Time: 5325.67 ms
[2022-04-11 07:38:19 main:574] : INFO : Epoch 1634 | loss: 0.0311266 | val_loss: 0.031131 | Time: 5325.42 ms
[2022-04-11 07:38:25 main:574] : INFO : Epoch 1635 | loss: 0.0311159 | val_loss: 0.0311201 | Time: 5334.84 ms
[2022-04-11 07:38:30 main:574] : INFO : Epoch 1636 | loss: 0.0311111 | val_loss: 0.0311197 | Time: 5336.81 ms
[2022-04-11 07:38:35 main:574] : INFO : Epoch 1637 | loss: 0.0311038 | val_loss: 0.0311217 | Time: 5325.34 ms
[2022-04-11 07:38:41 main:574] : INFO : Epoch 1638 | loss: 0.0311013 | val_loss: 0.0311109 | Time: 5325.62 ms
[2022-04-11 07:38:46 main:574] : INFO : Epoch 1639 | loss: 0.031097 | val_loss: 0.0311091 | Time: 5326.74 ms
[2022-04-11 07:38:51 main:574] : INFO : Epoch 1640 | loss: 0.0310986 | val_loss: 0.0311096 | Time: 5323.87 ms
[2022-04-11 07:38:56 main:574] : INFO : Epoch 1641 | loss: 0.0310969 | val_loss: 0.0311121 | Time: 5322.77 ms
[2022-04-11 07:39:02 main:574] : INFO : Epoch 1642 | loss: 0.0310954 | val_loss: 0.0311119 | Time: 5334.27 ms
[2022-04-11 07:39:07 main:574] : INFO : Epoch 1643 | loss: 0.0310949 | val_loss: 0.0311089 | Time: 5334.69 ms
[2022-04-11 07:39:12 main:574] : INFO : Epoch 1644 | loss: 0.0310951 | val_loss: 0.0311204 | Time: 5328.03 ms
[2022-04-11 07:39:18 main:574] : INFO : Epoch 1645 | loss: 0.0310941 | val_loss: 0.0311131 | Time: 5329.25 ms
[2022-04-11 07:39:23 main:574] : INFO : Epoch 1646 | loss: 0.031098 | val_loss: 0.0311165 | Time: 5327.51 ms
[2022-04-11 07:39:28 main:574] : INFO : Epoch 1647 | loss: 0.0310949 | val_loss: 0.0311146 | Time: 5327.46 ms
[2022-04-11 07:39:34 main:574] : INFO : Epoch 1648 | loss: 0.0310999 | val_loss: 0.0311124 | Time: 5325.78 ms
[2022-04-11 07:39:39 main:574] : INFO : Epoch 1649 | loss: 0.0310987 | val_loss: 0.0311122 | Time: 5332.59 ms
[2022-04-11 07:39:44 main:574] : INFO : Epoch 1650 | loss: 0.0310929 | val_loss: 0.0311065 | Time: 5331.51 ms
[2022-04-11 07:39:50 main:574] : INFO : Epoch 1651 | loss: 0.0310858 | val_loss: 0.0311027 | Time: 5328.32 ms
[2022-04-11 07:39:55 main:574] : INFO : Epoch 1652 | loss: 0.031084 | val_loss: 0.0311051 | Time: 5325.74 ms
[2022-04-11 07:40:00 main:574] : INFO : Epoch 1653 | loss: 0.0310869 | val_loss: 0.0311035 | Time: 5325.67 ms
[2022-04-11 07:40:06 main:574] : INFO : Epoch 1654 | loss: 0.0310861 | val_loss: 0.0310973 | Time: 5325.99 ms
[2022-04-11 07:40:11 main:574] : INFO : Epoch 1655 | loss: 0.0310844 | val_loss: 0.031098 | Time: 5333.58 ms
[2022-04-11 07:40:16 main:574] : INFO : Epoch 1656 | loss: 0.0310922 | val_loss: 0.0311061 | Time: 5327.99 ms
[2022-04-11 07:40:22 main:574] : INFO : Epoch 1657 | loss: 0.0311121 | val_loss: 0.0311625 | Time: 5327.16 ms
[2022-04-11 07:40:27 main:574] : INFO : Epoch 1658 | loss: 0.0311364 | val_loss: 0.031113 | Time: 5325.24 ms
[2022-04-11 07:40:32 main:574] : INFO : Epoch 1659 | loss: 0.0311135 | val_loss: 0.0311019 | Time: 5327.34 ms
[2022-04-11 07:40:38 main:574] : INFO : Epoch 1660 | loss: 0.0310979 | val_loss: 0.0310981 | Time: 5330.77 ms
[2022-04-11 07:40:43 main:574] : INFO : Epoch 1661 | loss: 0.0310922 | val_loss: 0.0310962 | Time: 5325.77 ms
[2022-04-11 07:40:49 main:574] : INFO : Epoch 1662 | loss: 0.0310924 | val_loss: 0.0310885 | Time: 5334.11 ms
[2022-04-11 07:40:54 main:574] : INFO : Epoch 1663 | loss: 0.031079 | val_loss: 0.0310841 | Time: 5333.77 ms
[2022-04-11 07:40:59 main:574] : INFO : Epoch 1664 | loss: 0.0310763 | val_loss: 0.031083 | Time: 5328.09 ms
[2022-04-11 07:41:05 main:574] : INFO : Epoch 1665 | loss: 0.0310748 | val_loss: 0.0310809 | Time: 5329 ms
[2022-04-11 07:41:10 main:574] : INFO : Epoch 1666 | loss: 0.0310694 | val_loss: 0.0310757 | Time: 5325.77 ms
[2022-04-11 07:41:15 main:574] : INFO : Epoch 1667 | loss: 0.0310679 | val_loss: 0.0310726 | Time: 5319.15 ms
[2022-04-11 07:41:21 main:574] : INFO : Epoch 1668 | loss: 0.0310661 | val_loss: 0.0310781 | Time: 5321.53 ms
[2022-04-11 07:41:26 main:574] : INFO : Epoch 1669 | loss: 0.0310694 | val_loss: 0.0310856 | Time: 5325.5 ms
[2022-04-11 07:41:31 main:574] : INFO : Epoch 1670 | loss: 0.0310651 | val_loss: 0.0310874 | Time: 5336.46 ms
[2022-04-11 07:41:37 main:574] : INFO : Epoch 1671 | loss: 0.0310689 | val_loss: 0.0310794 | Time: 5332.74 ms
[2022-04-11 07:41:42 main:574] : INFO : Epoch 1672 | loss: 0.0310621 | val_loss: 0.0310791 | Time: 5329.79 ms
[2022-04-11 07:41:47 main:574] : INFO : Epoch 1673 | loss: 0.0310666 | val_loss: 0.0311045 | Time: 5326.45 ms
[2022-04-11 07:41:53 main:574] : INFO : Epoch 1674 | loss: 0.0310871 | val_loss: 0.0310966 | Time: 5326.95 ms
[2022-04-11 07:41:58 main:574] : INFO : Epoch 1675 | loss: 0.0310751 | val_loss: 0.0311012 | Time: 5329.48 ms
[2022-04-11 07:42:03 main:574] : INFO : Epoch 1676 | loss: 0.0310771 | val_loss: 0.0310817 | Time: 5331.72 ms
[2022-04-11 07:42:09 main:574] : INFO : Epoch 1677 | loss: 0.0310674 | val_loss: 0.0310838 | Time: 5328.43 ms
[2022-04-11 07:42:14 main:574] : INFO : Epoch 1678 | loss: 0.0310665 | val_loss: 0.0310797 | Time: 5326.21 ms
[2022-04-11 07:42:19 main:574] : INFO : Epoch 1679 | loss: 0.031077 | val_loss: 0.0311065 | Time: 5316.33 ms
[2022-04-11 07:42:25 main:574] : INFO : Epoch 1680 | loss: 0.0310926 | val_loss: 0.0311077 | Time: 5327.13 ms
[2022-04-11 07:42:30 main:574] : INFO : Epoch 1681 | loss: 0.031097 | val_loss: 0.0310959 | Time: 5328.71 ms
[2022-04-11 07:42:35 main:574] : INFO : Epoch 1682 | loss: 0.0310873 | val_loss: 0.0310915 | Time: 5332.38 ms
[2022-04-11 07:42:41 main:574] : INFO : Epoch 1683 | loss: 0.031086 | val_loss: 0.0310881 | Time: 5327.22 ms
[2022-04-11 07:42:46 main:574] : INFO : Epoch 1684 | loss: 0.0310768 | val_loss: 0.0310831 | Time: 5336.24 ms
[2022-04-11 07:42:51 main:574] : INFO : Epoch 1685 | loss: 0.0310703 | val_loss: 0.0310974 | Time: 5331.68 ms
[2022-04-11 07:42:57 main:574] : INFO : Epoch 1686 | loss: 0.0310867 | val_loss: 0.0310951 | Time: 5356.98 ms
[2022-04-11 07:43:02 main:574] : INFO : Epoch 1687 | loss: 0.0310759 | val_loss: 0.0310803 | Time: 5318.05 ms
[2022-04-11 07:43:07 main:574] : INFO : Epoch 1688 | loss: 0.0310695 | val_loss: 0.0310964 | Time: 5322.56 ms
[2022-04-11 07:43:13 main:574] : INFO : Epoch 1689 | loss: 0.0310806 | val_loss: 0.0311103 | Time: 5327.12 ms
[2022-04-11 07:43:18 main:574] : INFO : Epoch 1690 | loss: 0.0310949 | val_loss: 0.0311106 | Time: 5322.92 ms
[2022-04-11 07:43:23 main:574] : INFO : Epoch 1691 | loss: 0.0310787 | val_loss: 0.0310845 | Time: 5333.05 ms
[2022-04-11 07:43:29 main:574] : INFO : Epoch 1692 | loss: 0.0310705 | val_loss: 0.0310853 | Time: 5329.22 ms
[2022-04-11 07:43:34 main:574] : INFO : Epoch 1693 | loss: 0.0310653 | val_loss: 0.0310846 | Time: 5322.88 ms
[2022-04-11 07:43:39 main:574] : INFO : Epoch 1694 | loss: 0.0310643 | val_loss: 0.031089 | Time: 5327.5 ms
[2022-04-11 07:43:45 main:574] : INFO : Epoch 1695 | loss: 0.0310607 | val_loss: 0.0310816 | Time: 5322.58 ms
[2022-04-11 07:43:50 main:574] : INFO : Epoch 1696 | loss: 0.0310599 | val_loss: 0.0310864 | Time: 5326.7 ms
[2022-04-11 07:43:55 main:574] : INFO : Epoch 1697 | loss: 0.0310631 | val_loss: 0.0310795 | Time: 5327.85 ms
[2022-04-11 07:44:01 main:574] : INFO : Epoch 1698 | loss: 0.0310589 | val_loss: 0.0310771 | Time: 5328.54 ms
[2022-04-11 07:44:06 main:574] : INFO : Epoch 1699 | loss: 0.0310616 | val_loss: 0.0310841 | Time: 5329.9 ms
[2022-04-11 07:44:11 main:574] : INFO : Epoch 1700 | loss: 0.0310577 | val_loss: 0.0310815 | Time: 5328.11 ms
[2022-04-11 07:44:17 main:574] : INFO : Epoch 1701 | loss: 0.0310579 | val_loss: 0.0310738 | Time: 5318.51 ms
[2022-04-11 07:44:22 main:574] : INFO : Epoch 1702 | loss: 0.0310593 | val_loss: 0.0310845 | Time: 5325.33 ms
[2022-04-11 07:44:27 main:574] : INFO : Epoch 1703 | loss: 0.0310606 | val_loss: 0.0310777 | Time: 5326.23 ms
[2022-04-11 07:44:33 main:574] : INFO : Epoch 1704 | loss: 0.0310599 | val_loss: 0.0310925 | Time: 5325.98 ms
[2022-04-11 07:44:38 main:574] : INFO : Epoch 1705 | loss: 0.031065 | val_loss: 0.0310905 | Time: 5332.53 ms
[2022-04-11 07:44:43 main:574] : INFO : Epoch 1706 | loss: 0.031069 | val_loss: 0.0310816 | Time: 5331.28 ms
[2022-04-11 07:44:49 main:574] : INFO : Epoch 1707 | loss: 0.0310681 | val_loss: 0.0310858 | Time: 5323.94 ms
[2022-04-11 07:44:54 main:574] : INFO : Epoch 1708 | loss: 0.031069 | val_loss: 0.0310829 | Time: 5325.94 ms
[2022-04-11 07:44:59 main:574] : INFO : Epoch 1709 | loss: 0.0310601 | val_loss: 0.0310829 | Time: 5333.95 ms
[2022-04-11 07:45:05 main:574] : INFO : Epoch 1710 | loss: 0.031067 | val_loss: 0.0310889 | Time: 5323.09 ms
[2022-04-11 07:45:10 main:574] : INFO : Epoch 1711 | loss: 0.031065 | val_loss: 0.031077 | Time: 5326.58 ms
[2022-04-11 07:45:15 main:574] : INFO : Epoch 1712 | loss: 0.0310566 | val_loss: 0.0310777 | Time: 5331.87 ms
[2022-04-11 07:45:21 main:574] : INFO : Epoch 1713 | loss: 0.0310542 | val_loss: 0.0310771 | Time: 5329.4 ms
[2022-04-11 07:45:26 main:574] : INFO : Epoch 1714 | loss: 0.031053 | val_loss: 0.0310733 | Time: 5327.44 ms
[2022-04-11 07:45:31 main:574] : INFO : Epoch 1715 | loss: 0.0310522 | val_loss: 0.0310794 | Time: 5317.14 ms
[2022-04-11 07:45:37 main:574] : INFO : Epoch 1716 | loss: 0.031051 | val_loss: 0.0310739 | Time: 5331.13 ms
[2022-04-11 07:45:42 main:574] : INFO : Epoch 1717 | loss: 0.0310522 | val_loss: 0.03108 | Time: 5327.5 ms
[2022-04-11 07:45:47 main:574] : INFO : Epoch 1718 | loss: 0.0310504 | val_loss: 0.0310776 | Time: 5329.69 ms
[2022-04-11 07:45:53 main:574] : INFO : Epoch 1719 | loss: 0.031054 | val_loss: 0.031085 | Time: 5335.31 ms
[2022-04-11 07:45:58 main:574] : INFO : Epoch 1720 | loss: 0.031054 | val_loss: 0.0310838 | Time: 5332.57 ms
[2022-04-11 07:46:03 main:574] : INFO : Epoch 1721 | loss: 0.0310562 | val_loss: 0.0310742 | Time: 5326.58 ms
[2022-04-11 07:46:09 main:574] : INFO : Epoch 1722 | loss: 0.0310552 | val_loss: 0.0310727 | Time: 5322.51 ms
[2022-04-11 07:46:14 main:574] : INFO : Epoch 1723 | loss: 0.0310479 | val_loss: 0.0310747 | Time: 5325.3 ms
[2022-04-11 07:46:19 main:574] : INFO : Epoch 1724 | loss: 0.0310524 | val_loss: 0.0310748 | Time: 5323.7 ms
[2022-04-11 07:46:25 main:574] : INFO : Epoch 1725 | loss: 0.0310504 | val_loss: 0.0310831 | Time: 5330.76 ms
[2022-04-11 07:46:30 main:574] : INFO : Epoch 1726 | loss: 0.0310508 | val_loss: 0.0310884 | Time: 5333.55 ms
[2022-04-11 07:46:35 main:574] : INFO : Epoch 1727 | loss: 0.0310528 | val_loss: 0.0310828 | Time: 5329.8 ms
[2022-04-11 07:46:41 main:574] : INFO : Epoch 1728 | loss: 0.0310557 | val_loss: 0.0310848 | Time: 5328.62 ms
[2022-04-11 07:46:46 main:574] : INFO : Epoch 1729 | loss: 0.0310753 | val_loss: 0.0310967 | Time: 5324.31 ms
[2022-04-11 07:46:51 main:574] : INFO : Epoch 1730 | loss: 0.0310926 | val_loss: 0.0310941 | Time: 5329.48 ms
[2022-04-11 07:46:57 main:574] : INFO : Epoch 1731 | loss: 0.0310836 | val_loss: 0.0310895 | Time: 5328.72 ms
[2022-04-11 07:47:02 main:574] : INFO : Epoch 1732 | loss: 0.031079 | val_loss: 0.0310922 | Time: 5326.03 ms
[2022-04-11 07:47:07 main:574] : INFO : Epoch 1733 | loss: 0.0310742 | val_loss: 0.0310888 | Time: 5327.22 ms
[2022-04-11 07:47:13 main:574] : INFO : Epoch 1734 | loss: 0.0310655 | val_loss: 0.0310826 | Time: 5326.47 ms
[2022-04-11 07:47:18 main:574] : INFO : Epoch 1735 | loss: 0.0310612 | val_loss: 0.0310784 | Time: 5320.79 ms
[2022-04-11 07:47:23 main:574] : INFO : Epoch 1736 | loss: 0.031057 | val_loss: 0.0310804 | Time: 5321.77 ms
[2022-04-11 07:47:29 main:574] : INFO : Epoch 1737 | loss: 0.0310567 | val_loss: 0.031083 | Time: 5330.91 ms
[2022-04-11 07:47:34 main:574] : INFO : Epoch 1738 | loss: 0.0310571 | val_loss: 0.0310813 | Time: 5323.37 ms
[2022-04-11 07:47:39 main:574] : INFO : Epoch 1739 | loss: 0.0310573 | val_loss: 0.0310807 | Time: 5325.25 ms
[2022-04-11 07:47:44 main:574] : INFO : Epoch 1740 | loss: 0.0310589 | val_loss: 0.0310841 | Time: 5330.81 ms
[2022-04-11 07:47:50 main:574] : INFO : Epoch 1741 | loss: 0.0310574 | val_loss: 0.031075 | Time: 5333.33 ms
[2022-04-11 07:47:55 main:574] : INFO : Epoch 1742 | loss: 0.0310529 | val_loss: 0.0310746 | Time: 5329.97 ms
[2022-04-11 07:48:00 main:574] : INFO : Epoch 1743 | loss: 0.03105 | val_loss: 0.031077 | Time: 5318.43 ms
[2022-04-11 07:48:06 main:574] : INFO : Epoch 1744 | loss: 0.0310561 | val_loss: 0.0310752 | Time: 5321.97 ms
[2022-04-11 07:48:11 main:574] : INFO : Epoch 1745 | loss: 0.0310562 | val_loss: 0.03107 | Time: 5325.16 ms
[2022-04-11 07:48:16 main:574] : INFO : Epoch 1746 | loss: 0.0310615 | val_loss: 0.0310803 | Time: 5329.99 ms
[2022-04-11 07:48:22 main:574] : INFO : Epoch 1747 | loss: 0.0310604 | val_loss: 0.0310796 | Time: 5328.35 ms
[2022-04-11 07:48:27 main:574] : INFO : Epoch 1748 | loss: 0.0310542 | val_loss: 0.0310716 | Time: 5332.76 ms
[2022-04-11 07:48:32 main:574] : INFO : Epoch 1749 | loss: 0.0310556 | val_loss: 0.0310834 | Time: 5336.4 ms
[2022-04-11 07:48:38 main:574] : INFO : Epoch 1750 | loss: 0.0310678 | val_loss: 0.0310895 | Time: 5329.53 ms
[2022-04-11 07:48:43 main:574] : INFO : Epoch 1751 | loss: 0.0357749 | val_loss: 0.0322653 | Time: 5326.28 ms
[2022-04-11 07:48:48 main:574] : INFO : Epoch 1752 | loss: 0.0353832 | val_loss: 0.0317801 | Time: 5332.98 ms
[2022-04-11 07:48:54 main:574] : INFO : Epoch 1753 | loss: 0.0340738 | val_loss: 0.0318073 | Time: 5327.87 ms
[2022-04-11 07:48:59 main:574] : INFO : Epoch 1754 | loss: 0.0315056 | val_loss: 0.0313787 | Time: 5332.5 ms
[2022-04-11 07:49:04 main:574] : INFO : Epoch 1755 | loss: 0.0313034 | val_loss: 0.0312705 | Time: 5326.26 ms
[2022-04-11 07:49:10 main:574] : INFO : Epoch 1756 | loss: 0.0312642 | val_loss: 0.0312573 | Time: 5327.57 ms
[2022-04-11 07:49:15 main:574] : INFO : Epoch 1757 | loss: 0.0312533 | val_loss: 0.0312473 | Time: 5326.13 ms
[2022-04-11 07:49:20 main:574] : INFO : Epoch 1758 | loss: 0.031242 | val_loss: 0.0312296 | Time: 5323.91 ms
[2022-04-11 07:49:26 main:574] : INFO : Epoch 1759 | loss: 0.0312194 | val_loss: 0.0312065 | Time: 5329.74 ms
[2022-04-11 07:49:31 main:574] : INFO : Epoch 1760 | loss: 0.0312016 | val_loss: 0.0311914 | Time: 5328.37 ms
[2022-04-11 07:49:36 main:574] : INFO : Epoch 1761 | loss: 0.0311865 | val_loss: 0.0311765 | Time: 5326.38 ms
[2022-04-11 07:49:42 main:574] : INFO : Epoch 1762 | loss: 0.0311724 | val_loss: 0.0311638 | Time: 5323.55 ms
[2022-04-11 07:49:47 main:574] : INFO : Epoch 1763 | loss: 0.0311635 | val_loss: 0.0311595 | Time: 5328.8 ms
[2022-04-11 07:49:52 main:574] : INFO : Epoch 1764 | loss: 0.0311591 | val_loss: 0.0311554 | Time: 5324.06 ms
[2022-04-11 07:49:58 main:574] : INFO : Epoch 1765 | loss: 0.031156 | val_loss: 0.0311528 | Time: 5329.32 ms
[2022-04-11 07:50:03 main:574] : INFO : Epoch 1766 | loss: 0.0311532 | val_loss: 0.0311494 | Time: 5325.73 ms
[2022-04-11 07:50:08 main:574] : INFO : Epoch 1767 | loss: 0.0311481 | val_loss: 0.0311449 | Time: 5328.87 ms
[2022-04-11 07:50:14 main:574] : INFO : Epoch 1768 | loss: 0.0311433 | val_loss: 0.0311411 | Time: 5334.36 ms
[2022-04-11 07:50:19 main:574] : INFO : Epoch 1769 | loss: 0.031137 | val_loss: 0.0311331 | Time: 5329.69 ms
[2022-04-11 07:50:24 main:574] : INFO : Epoch 1770 | loss: 0.0311303 | val_loss: 0.0311306 | Time: 5325.41 ms
[2022-04-11 07:50:30 main:574] : INFO : Epoch 1771 | loss: 0.0311248 | val_loss: 0.0311317 | Time: 5324.91 ms
[2022-04-11 07:50:35 main:574] : INFO : Epoch 1772 | loss: 0.031116 | val_loss: 0.0311135 | Time: 5323.09 ms
[2022-04-11 07:50:40 main:574] : INFO : Epoch 1773 | loss: 0.0311058 | val_loss: 0.0311069 | Time: 5327.35 ms
[2022-04-11 07:50:46 main:574] : INFO : Epoch 1774 | loss: 0.0310934 | val_loss: 0.031093 | Time: 5325.91 ms
[2022-04-11 07:50:51 main:574] : INFO : Epoch 1775 | loss: 0.0310784 | val_loss: 0.0310933 | Time: 5334.83 ms
[2022-04-11 07:50:56 main:574] : INFO : Epoch 1776 | loss: 0.0310762 | val_loss: 0.0310921 | Time: 5325.79 ms
[2022-04-11 07:51:02 main:574] : INFO : Epoch 1777 | loss: 0.0310732 | val_loss: 0.0310848 | Time: 5326.44 ms
[2022-04-11 07:51:07 main:574] : INFO : Epoch 1778 | loss: 0.0310716 | val_loss: 0.0310823 | Time: 5324.87 ms
[2022-04-11 07:51:12 main:574] : INFO : Epoch 1779 | loss: 0.0310723 | val_loss: 0.0310905 | Time: 5324.66 ms
[2022-04-11 07:51:18 main:574] : INFO : Epoch 1780 | loss: 0.0310727 | val_loss: 0.0310876 | Time: 5325.36 ms
[2022-04-11 07:51:23 main:574] : INFO : Epoch 1781 | loss: 0.0310741 | val_loss: 0.0310881 | Time: 5321.98 ms
[2022-04-11 07:51:28 main:574] : INFO : Epoch 1782 | loss: 0.0310693 | val_loss: 0.0310878 | Time: 5327.82 ms
[2022-04-11 07:51:34 main:574] : INFO : Epoch 1783 | loss: 0.0310686 | val_loss: 0.031084 | Time: 5327.88 ms
[2022-04-11 07:51:39 main:574] : INFO : Epoch 1784 | loss: 0.0310657 | val_loss: 0.0310876 | Time: 5325.96 ms
[2022-04-11 07:51:44 main:574] : INFO : Epoch 1785 | loss: 0.0310627 | val_loss: 0.0310868 | Time: 5328.33 ms
[2022-04-11 07:51:50 main:574] : INFO : Epoch 1786 | loss: 0.0310663 | val_loss: 0.0310921 | Time: 5328.31 ms
[2022-04-11 07:51:55 main:574] : INFO : Epoch 1787 | loss: 0.0310691 | val_loss: 0.0310832 | Time: 5329.58 ms
[2022-04-11 07:52:00 main:574] : INFO : Epoch 1788 | loss: 0.031066 | val_loss: 0.0310819 | Time: 5326.72 ms
[2022-04-11 07:52:06 main:574] : INFO : Epoch 1789 | loss: 0.031063 | val_loss: 0.0310836 | Time: 5335.16 ms
[2022-04-11 07:52:11 main:574] : INFO : Epoch 1790 | loss: 0.031064 | val_loss: 0.031085 | Time: 5324.58 ms
[2022-04-11 07:52:16 main:574] : INFO : Epoch 1791 | loss: 0.0310652 | val_loss: 0.0310845 | Time: 5379.73 ms
[2022-04-11 07:52:22 main:574] : INFO : Epoch 1792 | loss: 0.0310608 | val_loss: 0.0310795 | Time: 5328.31 ms
[2022-04-11 07:52:27 main:574] : INFO : Epoch 1793 | loss: 0.0310607 | val_loss: 0.0310914 | Time: 5324.77 ms
[2022-04-11 07:52:32 main:574] : INFO : Epoch 1794 | loss: 0.0310607 | val_loss: 0.0310831 | Time: 5329.81 ms
[2022-04-11 07:52:38 main:574] : INFO : Epoch 1795 | loss: 0.0310566 | val_loss: 0.0310802 | Time: 5329.21 ms
[2022-04-11 07:52:43 main:574] : INFO : Epoch 1796 | loss: 0.0310549 | val_loss: 0.0310776 | Time: 5331.46 ms
[2022-04-11 07:52:48 main:574] : INFO : Epoch 1797 | loss: 0.031055 | val_loss: 0.0310836 | Time: 5327.63 ms
[2022-04-11 07:52:54 main:574] : INFO : Epoch 1798 | loss: 0.0310545 | val_loss: 0.0310816 | Time: 5327.89 ms
[2022-04-11 07:52:59 main:574] : INFO : Epoch 1799 | loss: 0.0310546 | val_loss: 0.0310847 | Time: 5322.24 ms
[2022-04-11 07:53:04 main:574] : INFO : Epoch 1800 | loss: 0.031054 | val_loss: 0.0310765 | Time: 5323.66 ms
[2022-04-11 07:53:10 main:574] : INFO : Epoch 1801 | loss: 0.0310551 | val_loss: 0.0310819 | Time: 5321.46 ms
[2022-04-11 07:53:15 main:574] : INFO : Epoch 1802 | loss: 0.0310545 | val_loss: 0.0310838 | Time: 5329.05 ms
[2022-04-11 07:53:20 main:574] : INFO : Epoch 1803 | loss: 0.0310627 | val_loss: 0.0310946 | Time: 5331.69 ms
[2022-04-11 07:53:26 main:574] : INFO : Epoch 1804 | loss: 0.0310737 | val_loss: 0.031098 | Time: 5330.27 ms
[2022-04-11 07:53:31 main:574] : INFO : Epoch 1805 | loss: 0.031081 | val_loss: 0.0311051 | Time: 5334.71 ms
[2022-04-11 07:53:36 main:574] : INFO : Epoch 1806 | loss: 0.0310759 | val_loss: 0.0310896 | Time: 5327.4 ms
[2022-04-11 07:53:42 main:574] : INFO : Epoch 1807 | loss: 0.0310821 | val_loss: 0.0310867 | Time: 5327.98 ms
[2022-04-11 07:53:47 main:574] : INFO : Epoch 1808 | loss: 0.0310753 | val_loss: 0.0310889 | Time: 5325.45 ms
[2022-04-11 07:53:52 main:574] : INFO : Epoch 1809 | loss: 0.0310772 | val_loss: 0.031079 | Time: 5330.31 ms
[2022-04-11 07:53:58 main:574] : INFO : Epoch 1810 | loss: 0.0310694 | val_loss: 0.0310792 | Time: 5327.44 ms
[2022-04-11 07:54:03 main:574] : INFO : Epoch 1811 | loss: 0.0310656 | val_loss: 0.0310788 | Time: 5330.27 ms
[2022-04-11 07:54:08 main:574] : INFO : Epoch 1812 | loss: 0.0310635 | val_loss: 0.0310857 | Time: 5326.06 ms
[2022-04-11 07:54:14 main:574] : INFO : Epoch 1813 | loss: 0.0310626 | val_loss: 0.0310808 | Time: 5322.98 ms
[2022-04-11 07:54:19 main:574] : INFO : Epoch 1814 | loss: 0.0310583 | val_loss: 0.0310777 | Time: 5324.61 ms
[2022-04-11 07:54:24 main:574] : INFO : Epoch 1815 | loss: 0.0310588 | val_loss: 0.0310731 | Time: 5326.26 ms
[2022-04-11 07:54:30 main:574] : INFO : Epoch 1816 | loss: 0.0310567 | val_loss: 0.0310739 | Time: 5326.65 ms
[2022-04-11 07:54:35 main:574] : INFO : Epoch 1817 | loss: 0.0310555 | val_loss: 0.031074 | Time: 5333.03 ms
[2022-04-11 07:54:40 main:574] : INFO : Epoch 1818 | loss: 0.0310536 | val_loss: 0.0310735 | Time: 5331.37 ms
[2022-04-11 07:54:46 main:574] : INFO : Epoch 1819 | loss: 0.0310543 | val_loss: 0.0310791 | Time: 5326.75 ms
[2022-04-11 07:54:51 main:574] : INFO : Epoch 1820 | loss: 0.0310586 | val_loss: 0.0310817 | Time: 5322.95 ms
[2022-04-11 07:54:56 main:574] : INFO : Epoch 1821 | loss: 0.0310704 | val_loss: 0.0310851 | Time: 5323.66 ms
[2022-04-11 07:55:02 main:574] : INFO : Epoch 1822 | loss: 0.0310656 | val_loss: 0.0310845 | Time: 5327.53 ms
[2022-04-11 07:55:07 main:574] : INFO : Epoch 1823 | loss: 0.0310606 | val_loss: 0.0310811 | Time: 5329.05 ms
[2022-04-11 07:55:12 main:574] : INFO : Epoch 1824 | loss: 0.0310577 | val_loss: 0.0310753 | Time: 5331.23 ms
[2022-04-11 07:55:18 main:574] : INFO : Epoch 1825 | loss: 0.0310576 | val_loss: 0.0310805 | Time: 5331.57 ms
[2022-04-11 07:55:23 main:574] : INFO : Epoch 1826 | loss: 0.0310564 | val_loss: 0.0310774 | Time: 5334.34 ms
[2022-04-11 07:55:28 main:574] : INFO : Epoch 1827 | loss: 0.0310571 | val_loss: 0.0310816 | Time: 5326.11 ms
[2022-04-11 07:55:34 main:574] : INFO : Epoch 1828 | loss: 0.03106 | val_loss: 0.0310904 | Time: 5332.91 ms
[2022-04-11 07:55:39 main:574] : INFO : Epoch 1829 | loss: 0.0310643 | val_loss: 0.0310889 | Time: 5325.21 ms
[2022-04-11 07:55:44 main:574] : INFO : Epoch 1830 | loss: 0.0310598 | val_loss: 0.0310896 | Time: 5330.03 ms
[2022-04-11 07:55:50 main:574] : INFO : Epoch 1831 | loss: 0.0310688 | val_loss: 0.0310991 | Time: 5335.62 ms
[2022-04-11 07:55:55 main:574] : INFO : Epoch 1832 | loss: 0.0310884 | val_loss: 0.031094 | Time: 5329 ms
[2022-04-11 07:56:00 main:574] : INFO : Epoch 1833 | loss: 0.0310815 | val_loss: 0.0310873 | Time: 5328.9 ms
[2022-04-11 07:56:06 main:574] : INFO : Epoch 1834 | loss: 0.0310752 | val_loss: 0.0310863 | Time: 5329.03 ms
[2022-04-11 07:56:11 main:574] : INFO : Epoch 1835 | loss: 0.0310876 | val_loss: 0.031099 | Time: 5330.91 ms
[2022-04-11 07:56:16 main:574] : INFO : Epoch 1836 | loss: 0.0310907 | val_loss: 0.0310967 | Time: 5326.06 ms
[2022-04-11 07:56:22 main:574] : INFO : Epoch 1837 | loss: 0.0310891 | val_loss: 0.0311087 | Time: 5324.02 ms
[2022-04-11 07:56:27 main:574] : INFO : Epoch 1838 | loss: 0.0310906 | val_loss: 0.0311086 | Time: 5324.56 ms
[2022-04-11 07:56:32 main:574] : INFO : Epoch 1839 | loss: 0.0310781 | val_loss: 0.0310982 | Time: 5332.1 ms
[2022-04-11 07:56:38 main:574] : INFO : Epoch 1840 | loss: 0.0310721 | val_loss: 0.0311021 | Time: 5323.59 ms
[2022-04-11 07:56:43 main:574] : INFO : Epoch 1841 | loss: 0.03109 | val_loss: 0.0311098 | Time: 5326.04 ms
[2022-04-11 07:56:48 main:574] : INFO : Epoch 1842 | loss: 0.0310822 | val_loss: 0.0310955 | Time: 5326.12 ms
[2022-04-11 07:56:54 main:574] : INFO : Epoch 1843 | loss: 0.031071 | val_loss: 0.0310908 | Time: 5326.88 ms
[2022-04-11 07:56:59 main:574] : INFO : Epoch 1844 | loss: 0.0310697 | val_loss: 0.0310962 | Time: 5327.81 ms
[2022-04-11 07:57:04 main:574] : INFO : Epoch 1845 | loss: 0.0310686 | val_loss: 0.0310924 | Time: 5333.01 ms
[2022-04-11 07:57:10 main:574] : INFO : Epoch 1846 | loss: 0.0310609 | val_loss: 0.0310782 | Time: 5329.76 ms
[2022-04-11 07:57:15 main:574] : INFO : Epoch 1847 | loss: 0.0310652 | val_loss: 0.0310856 | Time: 5328.48 ms
[2022-04-11 07:57:20 main:574] : INFO : Epoch 1848 | loss: 0.0310607 | val_loss: 0.0310794 | Time: 5310.91 ms
[2022-04-11 07:57:26 main:574] : INFO : Epoch 1849 | loss: 0.031058 | val_loss: 0.031081 | Time: 5323.48 ms
[2022-04-11 07:57:31 main:574] : INFO : Epoch 1850 | loss: 0.0310555 | val_loss: 0.0310858 | Time: 5329.28 ms
[2022-04-11 07:57:37 main:574] : INFO : Epoch 1851 | loss: 0.0310557 | val_loss: 0.0310907 | Time: 5333.17 ms
[2022-04-11 07:57:42 main:574] : INFO : Epoch 1852 | loss: 0.0310581 | val_loss: 0.0310834 | Time: 5334.82 ms
[2022-04-11 07:57:47 main:574] : INFO : Epoch 1853 | loss: 0.031056 | val_loss: 0.03108 | Time: 5331.75 ms
[2022-04-11 07:57:53 main:574] : INFO : Epoch 1854 | loss: 0.031052 | val_loss: 0.0310806 | Time: 5324.5 ms
[2022-04-11 07:57:58 main:574] : INFO : Epoch 1855 | loss: 0.0310515 | val_loss: 0.0310846 | Time: 5326.16 ms
[2022-04-11 07:58:03 main:574] : INFO : Epoch 1856 | loss: 0.0310511 | val_loss: 0.0310774 | Time: 5326.36 ms
[2022-04-11 07:58:09 main:574] : INFO : Epoch 1857 | loss: 0.0310506 | val_loss: 0.0310782 | Time: 5325.62 ms
[2022-04-11 07:58:14 main:574] : INFO : Epoch 1858 | loss: 0.0310479 | val_loss: 0.031077 | Time: 5337.36 ms
[2022-04-11 07:58:19 main:574] : INFO : Epoch 1859 | loss: 0.0310514 | val_loss: 0.0310798 | Time: 5334.74 ms
[2022-04-11 07:58:25 main:574] : INFO : Epoch 1860 | loss: 0.0310664 | val_loss: 0.0311129 | Time: 5326.33 ms
[2022-04-11 07:58:30 main:574] : INFO : Epoch 1861 | loss: 0.0310831 | val_loss: 0.0310948 | Time: 5327.06 ms
[2022-04-11 07:58:35 main:574] : INFO : Epoch 1862 | loss: 0.0310725 | val_loss: 0.0310952 | Time: 5323.44 ms
[2022-04-11 07:58:41 main:574] : INFO : Epoch 1863 | loss: 0.03109 | val_loss: 0.0311059 | Time: 5332.74 ms
[2022-04-11 07:58:46 main:574] : INFO : Epoch 1864 | loss: 0.0310804 | val_loss: 0.0311041 | Time: 5326.91 ms
[2022-04-11 07:58:51 main:574] : INFO : Epoch 1865 | loss: 0.0310689 | val_loss: 0.0310928 | Time: 5333.25 ms
[2022-04-11 07:58:57 main:574] : INFO : Epoch 1866 | loss: 0.0310648 | val_loss: 0.0310874 | Time: 5329.85 ms
[2022-04-11 07:59:02 main:574] : INFO : Epoch 1867 | loss: 0.0310585 | val_loss: 0.0310802 | Time: 5330.97 ms
[2022-04-11 07:59:07 main:574] : INFO : Epoch 1868 | loss: 0.0310614 | val_loss: 0.0310778 | Time: 5327.69 ms
[2022-04-11 07:59:13 main:574] : INFO : Epoch 1869 | loss: 0.0310576 | val_loss: 0.0310735 | Time: 5321.46 ms
[2022-04-11 07:59:18 main:574] : INFO : Epoch 1870 | loss: 0.0310548 | val_loss: 0.0310804 | Time: 5328.59 ms
[2022-04-11 07:59:23 main:574] : INFO : Epoch 1871 | loss: 0.0310601 | val_loss: 0.0310877 | Time: 5328.28 ms
[2022-04-11 07:59:29 main:574] : INFO : Epoch 1872 | loss: 0.0310594 | val_loss: 0.0310839 | Time: 5331.84 ms
[2022-04-11 07:59:34 main:574] : INFO : Epoch 1873 | loss: 0.0310599 | val_loss: 0.0310807 | Time: 5329.49 ms
[2022-04-11 07:59:39 main:574] : INFO : Epoch 1874 | loss: 0.0310536 | val_loss: 0.0310732 | Time: 5332.24 ms
[2022-04-11 07:59:45 main:574] : INFO : Epoch 1875 | loss: 0.0310515 | val_loss: 0.0310775 | Time: 5324.67 ms
[2022-04-11 07:59:50 main:574] : INFO : Epoch 1876 | loss: 0.0310526 | val_loss: 0.0310722 | Time: 5325.52 ms
[2022-04-11 07:59:55 main:574] : INFO : Epoch 1877 | loss: 0.0310501 | val_loss: 0.0310756 | Time: 5330.58 ms
[2022-04-11 08:00:01 main:574] : INFO : Epoch 1878 | loss: 0.0310525 | val_loss: 0.0310719 | Time: 5323.7 ms
[2022-04-11 08:00:06 main:574] : INFO : Epoch 1879 | loss: 0.0310495 | val_loss: 0.0310712 | Time: 5326.81 ms
[2022-04-11 08:00:11 main:574] : INFO : Epoch 1880 | loss: 0.0310489 | val_loss: 0.0310747 | Time: 5331.77 ms
[2022-04-11 08:00:17 main:574] : INFO : Epoch 1881 | loss: 0.0310488 | val_loss: 0.0310725 | Time: 5326.12 ms
[2022-04-11 08:00:22 main:574] : INFO : Epoch 1882 | loss: 0.0310467 | val_loss: 0.0310708 | Time: 5325.66 ms
[2022-04-11 08:00:27 main:574] : INFO : Epoch 1883 | loss: 0.0310537 | val_loss: 0.0310727 | Time: 5327.64 ms
[2022-04-11 08:00:33 main:574] : INFO : Epoch 1884 | loss: 0.0310551 | val_loss: 0.031075 | Time: 5329.66 ms
[2022-04-11 08:00:38 main:574] : INFO : Epoch 1885 | loss: 0.0310677 | val_loss: 0.0311193 | Time: 5321.81 ms
[2022-04-11 08:00:43 main:574] : INFO : Epoch 1886 | loss: 0.031114 | val_loss: 0.0311075 | Time: 5324.37 ms
[2022-04-11 08:00:49 main:574] : INFO : Epoch 1887 | loss: 0.0311165 | val_loss: 0.0311473 | Time: 5334.66 ms
[2022-04-11 08:00:54 main:574] : INFO : Epoch 1888 | loss: 0.0311399 | val_loss: 0.0311385 | Time: 5331.56 ms
[2022-04-11 08:00:59 main:574] : INFO : Epoch 1889 | loss: 0.0311245 | val_loss: 0.0311178 | Time: 5323.5 ms
[2022-04-11 08:01:04 main:574] : INFO : Epoch 1890 | loss: 0.0311066 | val_loss: 0.0311039 | Time: 5323.99 ms
[2022-04-11 08:01:10 main:574] : INFO : Epoch 1891 | loss: 0.0310982 | val_loss: 0.0311029 | Time: 5326.84 ms
[2022-04-11 08:01:15 main:574] : INFO : Epoch 1892 | loss: 0.0310914 | val_loss: 0.0311096 | Time: 5328.57 ms
[2022-04-11 08:01:20 main:574] : INFO : Epoch 1893 | loss: 0.031088 | val_loss: 0.0310967 | Time: 5325.69 ms
[2022-04-11 08:01:26 main:574] : INFO : Epoch 1894 | loss: 0.0310842 | val_loss: 0.0310946 | Time: 5333.36 ms
[2022-04-11 08:01:31 main:574] : INFO : Epoch 1895 | loss: 0.0310824 | val_loss: 0.0310956 | Time: 5330.73 ms
[2022-04-11 08:01:36 main:574] : INFO : Epoch 1896 | loss: 0.0310804 | val_loss: 0.0310923 | Time: 5328.65 ms
[2022-04-11 08:01:42 main:574] : INFO : Epoch 1897 | loss: 0.031078 | val_loss: 0.0310937 | Time: 5329.44 ms
[2022-04-11 08:01:47 main:574] : INFO : Epoch 1898 | loss: 0.0310773 | val_loss: 0.0311025 | Time: 5325.15 ms
[2022-04-11 08:01:52 main:574] : INFO : Epoch 1899 | loss: 0.0310772 | val_loss: 0.0310975 | Time: 5325.46 ms
[2022-04-11 08:01:58 main:574] : INFO : Epoch 1900 | loss: 0.0310781 | val_loss: 0.0310963 | Time: 5326.97 ms
[2022-04-11 08:02:03 main:574] : INFO : Epoch 1901 | loss: 0.0310905 | val_loss: 0.0310901 | Time: 5329.09 ms
[2022-04-11 08:02:08 main:574] : INFO : Epoch 1902 | loss: 0.0310806 | val_loss: 0.0311035 | Time: 5329.42 ms
[2022-04-11 08:02:14 main:574] : INFO : Epoch 1903 | loss: 0.0310827 | val_loss: 0.0310916 | Time: 5328.66 ms
[2022-04-11 08:02:19 main:574] : INFO : Epoch 1904 | loss: 0.031076 | val_loss: 0.0310921 | Time: 5319.83 ms
[2022-04-11 08:02:24 main:574] : INFO : Epoch 1905 | loss: 0.0310745 | val_loss: 0.0310939 | Time: 5325.39 ms
[2022-04-11 08:02:30 main:574] : INFO : Epoch 1906 | loss: 0.0310735 | val_loss: 0.0310833 | Time: 5326.85 ms
[2022-04-11 08:02:35 main:574] : INFO : Epoch 1907 | loss: 0.0310745 | val_loss: 0.0310876 | Time: 5330.47 ms
[2022-04-11 08:02:40 main:574] : INFO : Epoch 1908 | loss: 0.0310693 | val_loss: 0.0310874 | Time: 5330.68 ms
[2022-04-11 08:02:46 main:574] : INFO : Epoch 1909 | loss: 0.0310672 | val_loss: 0.0310869 | Time: 5334.16 ms
[2022-04-11 08:02:51 main:574] : INFO : Epoch 1910 | loss: 0.0310736 | val_loss: 0.0310874 | Time: 5327.81 ms
[2022-04-11 08:02:56 main:574] : INFO : Epoch 1911 | loss: 0.0311017 | val_loss: 0.0311664 | Time: 5322.74 ms
[2022-04-11 08:03:02 main:574] : INFO : Epoch 1912 | loss: 0.0311732 | val_loss: 0.0311778 | Time: 5326.26 ms
[2022-04-11 08:03:07 main:574] : INFO : Epoch 1913 | loss: 0.0311612 | val_loss: 0.0311503 | Time: 5327.78 ms
[2022-04-11 08:03:12 main:574] : INFO : Epoch 1914 | loss: 0.0311427 | val_loss: 0.0311425 | Time: 5328.27 ms
[2022-04-11 08:03:18 main:574] : INFO : Epoch 1915 | loss: 0.0311316 | val_loss: 0.0311412 | Time: 5325.09 ms
[2022-04-11 08:03:23 main:574] : INFO : Epoch 1916 | loss: 0.031127 | val_loss: 0.0311322 | Time: 5334.46 ms
[2022-04-11 08:03:28 main:574] : INFO : Epoch 1917 | loss: 0.0311204 | val_loss: 0.031125 | Time: 5331.53 ms
[2022-04-11 08:03:34 main:574] : INFO : Epoch 1918 | loss: 0.0311162 | val_loss: 0.0311171 | Time: 5323.09 ms
[2022-04-11 08:03:39 main:574] : INFO : Epoch 1919 | loss: 0.0311138 | val_loss: 0.0311244 | Time: 5327.31 ms
[2022-04-11 08:03:44 main:574] : INFO : Epoch 1920 | loss: 0.0311141 | val_loss: 0.031128 | Time: 5322.59 ms
[2022-04-11 08:03:50 main:574] : INFO : Epoch 1921 | loss: 0.0311149 | val_loss: 0.0311329 | Time: 5324.47 ms
[2022-04-11 08:03:55 main:574] : INFO : Epoch 1922 | loss: 0.0311113 | val_loss: 0.0311254 | Time: 5334.44 ms
[2022-04-11 08:04:00 main:574] : INFO : Epoch 1923 | loss: 0.0311086 | val_loss: 0.0311254 | Time: 5336.74 ms
[2022-04-11 08:04:06 main:574] : INFO : Epoch 1924 | loss: 0.0311049 | val_loss: 0.0311206 | Time: 5328.86 ms
[2022-04-11 08:04:11 main:574] : INFO : Epoch 1925 | loss: 0.0311004 | val_loss: 0.0311155 | Time: 5326.19 ms
[2022-04-11 08:04:16 main:574] : INFO : Epoch 1926 | loss: 0.0310953 | val_loss: 0.0311143 | Time: 5326.82 ms
[2022-04-11 08:04:22 main:574] : INFO : Epoch 1927 | loss: 0.0310931 | val_loss: 0.0311131 | Time: 5326.42 ms
[2022-04-11 08:04:27 main:574] : INFO : Epoch 1928 | loss: 0.0310924 | val_loss: 0.0311172 | Time: 5329.07 ms
[2022-04-11 08:04:32 main:574] : INFO : Epoch 1929 | loss: 0.0310909 | val_loss: 0.031109 | Time: 5332.92 ms
[2022-04-11 08:04:38 main:574] : INFO : Epoch 1930 | loss: 0.0310891 | val_loss: 0.0311035 | Time: 5327.19 ms
[2022-04-11 08:04:43 main:574] : INFO : Epoch 1931 | loss: 0.0310919 | val_loss: 0.0311017 | Time: 5328.05 ms
[2022-04-11 08:04:48 main:574] : INFO : Epoch 1932 | loss: 0.0310887 | val_loss: 0.0311048 | Time: 5324.8 ms
[2022-04-11 08:04:54 main:574] : INFO : Epoch 1933 | loss: 0.0310882 | val_loss: 0.0311038 | Time: 5326.18 ms
[2022-04-11 08:04:59 main:574] : INFO : Epoch 1934 | loss: 0.0310867 | val_loss: 0.0311116 | Time: 5329.42 ms
[2022-04-11 08:05:04 main:574] : INFO : Epoch 1935 | loss: 0.031092 | val_loss: 0.0311081 | Time: 5324.75 ms
[2022-04-11 08:05:10 main:574] : INFO : Epoch 1936 | loss: 0.0310891 | val_loss: 0.0311001 | Time: 5329.08 ms
[2022-04-11 08:05:15 main:574] : INFO : Epoch 1937 | loss: 0.0310858 | val_loss: 0.0310898 | Time: 5328.05 ms
[2022-04-11 08:05:20 main:574] : INFO : Epoch 1938 | loss: 0.0310764 | val_loss: 0.031092 | Time: 5324.75 ms
[2022-04-11 08:05:26 main:574] : INFO : Epoch 1939 | loss: 0.0310751 | val_loss: 0.0310906 | Time: 5324.1 ms
[2022-04-11 08:05:31 main:574] : INFO : Epoch 1940 | loss: 0.0310744 | val_loss: 0.0310953 | Time: 5329.81 ms
[2022-04-11 08:05:36 main:574] : INFO : Epoch 1941 | loss: 0.0310763 | val_loss: 0.0311044 | Time: 5366.27 ms
[2022-04-11 08:05:42 main:574] : INFO : Epoch 1942 | loss: 0.031088 | val_loss: 0.0310918 | Time: 5330.44 ms
[2022-04-11 08:05:47 main:574] : INFO : Epoch 1943 | loss: 0.0310753 | val_loss: 0.0310886 | Time: 5327.17 ms
[2022-04-11 08:05:52 main:574] : INFO : Epoch 1944 | loss: 0.0310797 | val_loss: 0.031091 | Time: 5327.9 ms
[2022-04-11 08:05:58 main:574] : INFO : Epoch 1945 | loss: 0.0310776 | val_loss: 0.0310954 | Time: 5324 ms
[2022-04-11 08:06:03 main:574] : INFO : Epoch 1946 | loss: 0.0310778 | val_loss: 0.0310924 | Time: 5322.35 ms
[2022-04-11 08:06:08 main:574] : INFO : Epoch 1947 | loss: 0.0310767 | val_loss: 0.0310979 | Time: 5327.22 ms
[2022-04-11 08:06:14 main:574] : INFO : Epoch 1948 | loss: 0.03108 | val_loss: 0.0310913 | Time: 5327.87 ms
[2022-04-11 08:06:19 main:574] : INFO : Epoch 1949 | loss: 0.0310784 | val_loss: 0.0310993 | Time: 5329.03 ms
[2022-04-11 08:06:24 main:574] : INFO : Epoch 1950 | loss: 0.0310772 | val_loss: 0.0310914 | Time: 5333.77 ms
[2022-04-11 08:06:30 main:574] : INFO : Epoch 1951 | loss: 0.0310713 | val_loss: 0.0310951 | Time: 5326.12 ms
[2022-04-11 08:06:35 main:574] : INFO : Epoch 1952 | loss: 0.0310773 | val_loss: 0.0311059 | Time: 5329.38 ms
[2022-04-11 08:06:40 main:574] : INFO : Epoch 1953 | loss: 0.0310841 | val_loss: 0.0310935 | Time: 5328.16 ms
[2022-04-11 08:06:46 main:574] : INFO : Epoch 1954 | loss: 0.0310745 | val_loss: 0.0310896 | Time: 5331.48 ms
[2022-04-11 08:06:51 main:574] : INFO : Epoch 1955 | loss: 0.0310704 | val_loss: 0.0311001 | Time: 5328.77 ms
[2022-04-11 08:06:56 main:574] : INFO : Epoch 1956 | loss: 0.0310732 | val_loss: 0.0310923 | Time: 5317.88 ms
[2022-04-11 08:07:02 main:574] : INFO : Epoch 1957 | loss: 0.0310693 | val_loss: 0.03109 | Time: 5324.49 ms
[2022-04-11 08:07:07 main:574] : INFO : Epoch 1958 | loss: 0.0310683 | val_loss: 0.0310914 | Time: 5326.97 ms
[2022-04-11 08:07:12 main:574] : INFO : Epoch 1959 | loss: 0.031068 | val_loss: 0.0310862 | Time: 5327.14 ms
[2022-04-11 08:07:18 main:574] : INFO : Epoch 1960 | loss: 0.0310643 | val_loss: 0.0310857 | Time: 5328.91 ms
[2022-04-11 08:07:23 main:574] : INFO : Epoch 1961 | loss: 0.0310646 | val_loss: 0.0310848 | Time: 5330.46 ms
[2022-04-11 08:07:28 main:574] : INFO : Epoch 1962 | loss: 0.0310634 | val_loss: 0.0310879 | Time: 5328.16 ms
[2022-04-11 08:07:34 main:574] : INFO : Epoch 1963 | loss: 0.0310635 | val_loss: 0.0310869 | Time: 5303.12 ms
[2022-04-11 08:07:39 main:574] : INFO : Epoch 1964 | loss: 0.0310637 | val_loss: 0.0310859 | Time: 5330.15 ms
[2022-04-11 08:07:44 main:574] : INFO : Epoch 1965 | loss: 0.0310913 | val_loss: 0.031117 | Time: 5331.73 ms
[2022-04-11 08:07:50 main:574] : INFO : Epoch 1966 | loss: 0.0310987 | val_loss: 0.0310998 | Time: 5325.49 ms
[2022-04-11 08:07:55 main:574] : INFO : Epoch 1967 | loss: 0.0310885 | val_loss: 0.0310986 | Time: 5327.22 ms
[2022-04-11 08:08:00 main:574] : INFO : Epoch 1968 | loss: 0.0310865 | val_loss: 0.0310959 | Time: 5325.2 ms
[2022-04-11 08:08:06 main:574] : INFO : Epoch 1969 | loss: 0.0310834 | val_loss: 0.0310896 | Time: 5327.72 ms
[2022-04-11 08:08:11 main:574] : INFO : Epoch 1970 | loss: 0.0310803 | val_loss: 0.0310916 | Time: 5327.32 ms
[2022-04-11 08:08:16 main:574] : INFO : Epoch 1971 | loss: 0.0310797 | val_loss: 0.0310863 | Time: 5335.16 ms
[2022-04-11 08:08:22 main:574] : INFO : Epoch 1972 | loss: 0.0310803 | val_loss: 0.0310865 | Time: 5323.54 ms
[2022-04-11 08:08:27 main:574] : INFO : Epoch 1973 | loss: 0.0310812 | val_loss: 0.0310878 | Time: 5322.97 ms
[2022-04-11 08:08:32 main:574] : INFO : Epoch 1974 | loss: 0.0310785 | val_loss: 0.0310843 | Time: 5325.83 ms
[2022-04-11 08:08:38 main:574] : INFO : Epoch 1975 | loss: 0.0310763 | val_loss: 0.0310823 | Time: 5328.82 ms
[2022-04-11 08:08:43 main:574] : INFO : Epoch 1976 | loss: 0.0310748 | val_loss: 0.0310829 | Time: 5327.81 ms
[2022-04-11 08:08:48 main:574] : INFO : Epoch 1977 | loss: 0.0310715 | val_loss: 0.031085 | Time: 5323.5 ms
[2022-04-11 08:08:54 main:574] : INFO : Epoch 1978 | loss: 0.0310732 | val_loss: 0.0310831 | Time: 5339.56 ms
[2022-04-11 08:08:59 main:574] : INFO : Epoch 1979 | loss: 0.0310678 | val_loss: 0.0310786 | Time: 5310.57 ms
[2022-04-11 08:09:04 main:574] : INFO : Epoch 1980 | loss: 0.0310665 | val_loss: 0.0310775 | Time: 5331.51 ms
[2022-04-11 08:09:10 main:574] : INFO : Epoch 1981 | loss: 0.0310652 | val_loss: 0.0310801 | Time: 5321.59 ms
[2022-04-11 08:09:15 main:574] : INFO : Epoch 1982 | loss: 0.0310644 | val_loss: 0.031078 | Time: 5324.97 ms
[2022-04-11 08:09:20 main:574] : INFO : Epoch 1983 | loss: 0.0310622 | val_loss: 0.0310775 | Time: 5326.04 ms
[2022-04-11 08:09:26 main:574] : INFO : Epoch 1984 | loss: 0.0310608 | val_loss: 0.0310796 | Time: 5327.7 ms
[2022-04-11 08:09:31 main:574] : INFO : Epoch 1985 | loss: 0.0310648 | val_loss: 0.0310823 | Time: 5330.88 ms
[2022-04-11 08:09:36 main:574] : INFO : Epoch 1986 | loss: 0.0310671 | val_loss: 0.0310915 | Time: 5340.21 ms
[2022-04-11 08:09:42 main:574] : INFO : Epoch 1987 | loss: 0.0310683 | val_loss: 0.0310841 | Time: 5321.68 ms
[2022-04-11 08:09:47 main:574] : INFO : Epoch 1988 | loss: 0.031066 | val_loss: 0.0310772 | Time: 5325.38 ms
[2022-04-11 08:09:52 main:574] : INFO : Epoch 1989 | loss: 0.0310647 | val_loss: 0.0310796 | Time: 5329.62 ms
[2022-04-11 08:09:58 main:574] : INFO : Epoch 1990 | loss: 0.0310634 | val_loss: 0.0310762 | Time: 5323.5 ms
[2022-04-11 08:10:03 main:574] : INFO : Epoch 1991 | loss: 0.0310644 | val_loss: 0.0310817 | Time: 5325.51 ms
[2022-04-11 08:10:08 main:574] : INFO : Epoch 1992 | loss: 0.0310633 | val_loss: 0.0310739 | Time: 5338.35 ms
[2022-04-11 08:10:14 main:574] : INFO : Epoch 1993 | loss: 0.0310619 | val_loss: 0.0310775 | Time: 5330.22 ms
[2022-04-11 08:10:19 main:574] : INFO : Epoch 1994 | loss: 0.0310606 | val_loss: 0.031076 | Time: 5323.49 ms
[2022-04-11 08:10:24 main:574] : INFO : Epoch 1995 | loss: 0.0310624 | val_loss: 0.0310801 | Time: 5325.44 ms
[2022-04-11 08:10:30 main:574] : INFO : Epoch 1996 | loss: 0.0310606 | val_loss: 0.0310778 | Time: 5331.9 ms
[2022-04-11 08:10:35 main:574] : INFO : Epoch 1997 | loss: 0.0310591 | val_loss: 0.0310774 | Time: 5321.3 ms
[2022-04-11 08:10:40 main:574] : INFO : Epoch 1998 | loss: 0.0310592 | val_loss: 0.03108 | Time: 5322.65 ms
[2022-04-11 08:10:46 main:574] : INFO : Epoch 1999 | loss: 0.0310595 | val_loss: 0.0310788 | Time: 5328.92 ms
[2022-04-11 08:10:51 main:574] : INFO : Epoch 2000 | loss: 0.0310588 | val_loss: 0.0310788 | Time: 5324.33 ms
[2022-04-11 08:10:56 main:574] : INFO : Epoch 2001 | loss: 0.0310647 | val_loss: 0.0310881 | Time: 5327.91 ms
[2022-04-11 08:11:02 main:574] : INFO : Epoch 2002 | loss: 0.0310646 | val_loss: 0.0310883 | Time: 5324.79 ms
[2022-04-11 08:11:07 main:574] : INFO : Epoch 2003 | loss: 0.0310657 | val_loss: 0.0310784 | Time: 5321.86 ms
[2022-04-11 08:11:12 main:574] : INFO : Epoch 2004 | loss: 0.0310635 | val_loss: 0.0310804 | Time: 5323.24 ms
[2022-04-11 08:11:18 main:574] : INFO : Epoch 2005 | loss: 0.0310623 | val_loss: 0.0310805 | Time: 5322.17 ms
[2022-04-11 08:11:23 main:574] : INFO : Epoch 2006 | loss: 0.0310657 | val_loss: 0.0310868 | Time: 5322.36 ms
[2022-04-11 08:11:28 main:574] : INFO : Epoch 2007 | loss: 0.0310648 | val_loss: 0.0310838 | Time: 5330.74 ms
[2022-04-11 08:11:34 main:574] : INFO : Epoch 2008 | loss: 0.0310586 | val_loss: 0.0310816 | Time: 5335.46 ms
[2022-04-11 08:11:39 main:574] : INFO : Epoch 2009 | loss: 0.031058 | val_loss: 0.0310759 | Time: 5320.25 ms
[2022-04-11 08:11:44 main:574] : INFO : Epoch 2010 | loss: 0.0310595 | val_loss: 0.0310761 | Time: 5328.42 ms
[2022-04-11 08:11:50 main:574] : INFO : Epoch 2011 | loss: 0.0310572 | val_loss: 0.0310771 | Time: 5327.45 ms
[2022-04-11 08:11:55 main:574] : INFO : Epoch 2012 | loss: 0.0310603 | val_loss: 0.0310846 | Time: 5323.59 ms
[2022-04-11 08:12:00 main:574] : INFO : Epoch 2013 | loss: 0.0310568 | val_loss: 0.0310764 | Time: 5332.03 ms
[2022-04-11 08:12:06 main:574] : INFO : Epoch 2014 | loss: 0.031056 | val_loss: 0.0310826 | Time: 5338.31 ms
[2022-04-11 08:12:11 main:574] : INFO : Epoch 2015 | loss: 0.0310558 | val_loss: 0.0310809 | Time: 5326.57 ms
[2022-04-11 08:12:16 main:574] : INFO : Epoch 2016 | loss: 0.0310565 | val_loss: 0.0310923 | Time: 5320.33 ms
[2022-04-11 08:12:22 main:574] : INFO : Epoch 2017 | loss: 0.031078 | val_loss: 0.0311072 | Time: 5313.11 ms
[2022-04-11 08:12:27 main:574] : INFO : Epoch 2018 | loss: 0.031074 | val_loss: 0.0310858 | Time: 5324.49 ms
[2022-04-11 08:12:33 main:574] : INFO : Epoch 2019 | loss: 0.0310597 | val_loss: 0.0310773 | Time: 5542.89 ms
[2022-04-11 08:12:38 main:574] : INFO : Epoch 2020 | loss: 0.0310601 | val_loss: 0.0310758 | Time: 5328.9 ms
[2022-04-11 08:12:43 main:574] : INFO : Epoch 2021 | loss: 0.0310625 | val_loss: 0.0310829 | Time: 5331.26 ms
[2022-04-11 08:12:49 main:574] : INFO : Epoch 2022 | loss: 0.0310589 | val_loss: 0.0310912 | Time: 5331.25 ms
[2022-04-11 08:12:54 main:574] : INFO : Epoch 2023 | loss: 0.0310592 | val_loss: 0.0310856 | Time: 5324.47 ms
[2022-04-11 08:12:59 main:574] : INFO : Epoch 2024 | loss: 0.0310588 | val_loss: 0.0310923 | Time: 5327.79 ms
[2022-04-11 08:13:05 main:574] : INFO : Epoch 2025 | loss: 0.0310567 | val_loss: 0.0310861 | Time: 5323.26 ms
[2022-04-11 08:13:10 main:574] : INFO : Epoch 2026 | loss: 0.0310545 | val_loss: 0.0310823 | Time: 5320.28 ms
[2022-04-11 08:13:15 main:574] : INFO : Epoch 2027 | loss: 0.0310588 | val_loss: 0.0310953 | Time: 5328.75 ms
[2022-04-11 08:13:21 main:574] : INFO : Epoch 2028 | loss: 0.0310683 | val_loss: 0.031093 | Time: 5331.08 ms
[2022-04-11 08:13:26 main:574] : INFO : Epoch 2029 | loss: 0.0310843 | val_loss: 0.0310911 | Time: 5328.11 ms
[2022-04-11 08:13:31 main:574] : INFO : Epoch 2030 | loss: 0.0310713 | val_loss: 0.0310854 | Time: 5322.45 ms
[2022-04-11 08:13:37 main:574] : INFO : Epoch 2031 | loss: 0.0310661 | val_loss: 0.0310903 | Time: 5326.94 ms
[2022-04-11 08:13:42 main:574] : INFO : Epoch 2032 | loss: 0.0310582 | val_loss: 0.03109 | Time: 5324.04 ms
[2022-04-11 08:13:47 main:574] : INFO : Epoch 2033 | loss: 0.0310598 | val_loss: 0.0310856 | Time: 5331.03 ms
[2022-04-11 08:13:53 main:574] : INFO : Epoch 2034 | loss: 0.0310582 | val_loss: 0.0310837 | Time: 5333.03 ms
[2022-04-11 08:13:58 main:574] : INFO : Epoch 2035 | loss: 0.0310603 | val_loss: 0.0310814 | Time: 5330.77 ms
[2022-04-11 08:14:03 main:574] : INFO : Epoch 2036 | loss: 0.0310598 | val_loss: 0.0310822 | Time: 5325.02 ms
[2022-04-11 08:14:09 main:574] : INFO : Epoch 2037 | loss: 0.0310559 | val_loss: 0.0310957 | Time: 5324.26 ms
[2022-04-11 08:14:14 main:574] : INFO : Epoch 2038 | loss: 0.0310552 | val_loss: 0.0310939 | Time: 5328.93 ms
[2022-04-11 08:14:19 main:574] : INFO : Epoch 2039 | loss: 0.0310557 | val_loss: 0.0310869 | Time: 5326.38 ms
[2022-04-11 08:14:25 main:574] : INFO : Epoch 2040 | loss: 0.0310586 | val_loss: 0.0310925 | Time: 5330.63 ms
[2022-04-11 08:14:30 main:574] : INFO : Epoch 2041 | loss: 0.0310529 | val_loss: 0.0310947 | Time: 5337.37 ms
[2022-04-11 08:14:35 main:574] : INFO : Epoch 2042 | loss: 0.0310575 | val_loss: 0.0310862 | Time: 5328.8 ms
[2022-04-11 08:14:41 main:574] : INFO : Epoch 2043 | loss: 0.0310589 | val_loss: 0.0310934 | Time: 5331.01 ms
[2022-04-11 08:14:46 main:574] : INFO : Epoch 2044 | loss: 0.031062 | val_loss: 0.0310836 | Time: 5326.36 ms
[2022-04-11 08:14:51 main:574] : INFO : Epoch 2045 | loss: 0.0310558 | val_loss: 0.0310791 | Time: 5330.29 ms
[2022-04-11 08:14:57 main:574] : INFO : Epoch 2046 | loss: 0.0310528 | val_loss: 0.0310789 | Time: 5325.72 ms
[2022-04-11 08:15:02 main:574] : INFO : Epoch 2047 | loss: 0.0310499 | val_loss: 0.0310794 | Time: 5326.2 ms
[2022-04-11 08:15:07 main:574] : INFO : Epoch 2048 | loss: 0.0310494 | val_loss: 0.0310861 | Time: 5332.37 ms
[2022-04-11 08:15:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0310861
[2022-04-11 08:15:07 main:603] : INFO : Saving end state to config to file
[2022-04-11 08:15:07 main:608] : INFO : Success, exiting..
08:15:07 (4424): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)