Task 12559054
| Name | ParityModified-1645997551-9286-1-0_0 |
| Workunit | 9720925 |
| Created | 5 Mar 2022, 3:05:33 UTC |
| Sent | 7 Mar 2022, 8:28:24 UTC |
| Report deadline | 15 Mar 2022, 8:28:24 UTC |
| Received | 7 Mar 2022, 11:28:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16635 |
| Run time | 1 hours 14 min 16 sec |
| CPU time | 1 hours 12 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 12,158.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.69 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311067 | val_loss: 0.0311655 | Time: 2160.51 ms
[2022-03-07 04:10:19 main:574] : INFO : Epoch 1543 | loss: 0.0311057 | val_loss: 0.0311596 | Time: 2161.22 ms
[2022-03-07 04:10:22 main:574] : INFO : Epoch 1544 | loss: 0.0311041 | val_loss: 0.0311634 | Time: 2160.33 ms
[2022-03-07 04:10:24 main:574] : INFO : Epoch 1545 | loss: 0.0311006 | val_loss: 0.0311632 | Time: 2161.02 ms
[2022-03-07 04:10:26 main:574] : INFO : Epoch 1546 | loss: 0.0311002 | val_loss: 0.0311628 | Time: 2161.2 ms
[2022-03-07 04:10:28 main:574] : INFO : Epoch 1547 | loss: 0.0311013 | val_loss: 0.0311658 | Time: 2160.62 ms
[2022-03-07 04:10:30 main:574] : INFO : Epoch 1548 | loss: 0.0311014 | val_loss: 0.0311608 | Time: 2159.98 ms
[2022-03-07 04:10:32 main:574] : INFO : Epoch 1549 | loss: 0.0311005 | val_loss: 0.0311682 | Time: 2159.21 ms
[2022-03-07 04:10:35 main:574] : INFO : Epoch 1550 | loss: 0.0310998 | val_loss: 0.0311656 | Time: 2161 ms
[2022-03-07 04:10:37 main:574] : INFO : Epoch 1551 | loss: 0.0311018 | val_loss: 0.0311588 | Time: 2158.43 ms
[2022-03-07 04:10:39 main:574] : INFO : Epoch 1552 | loss: 0.0310977 | val_loss: 0.0311643 | Time: 2161.21 ms
[2022-03-07 04:10:41 main:574] : INFO : Epoch 1553 | loss: 0.0310972 | val_loss: 0.0311662 | Time: 2159.91 ms
[2022-03-07 04:10:43 main:574] : INFO : Epoch 1554 | loss: 0.0310995 | val_loss: 0.03116 | Time: 2161.71 ms
[2022-03-07 04:10:45 main:574] : INFO : Epoch 1555 | loss: 0.0310954 | val_loss: 0.0311634 | Time: 2162.22 ms
[2022-03-07 04:10:48 main:574] : INFO : Epoch 1556 | loss: 0.0310988 | val_loss: 0.0311589 | Time: 2162.14 ms
[2022-03-07 04:10:50 main:574] : INFO : Epoch 1557 | loss: 0.0311007 | val_loss: 0.0311638 | Time: 2160.76 ms
[2022-03-07 04:10:52 main:574] : INFO : Epoch 1558 | loss: 0.0311016 | val_loss: 0.031164 | Time: 2166.03 ms
[2022-03-07 04:10:54 main:574] : INFO : Epoch 1559 | loss: 0.0310956 | val_loss: 0.0311631 | Time: 2162.13 ms
[2022-03-07 04:10:56 main:574] : INFO : Epoch 1560 | loss: 0.0310953 | val_loss: 0.0311624 | Time: 2163.83 ms
[2022-03-07 04:10:58 main:574] : INFO : Epoch 1561 | loss: 0.031093 | val_loss: 0.0311649 | Time: 2163.98 ms
[2022-03-07 04:11:01 main:574] : INFO : Epoch 1562 | loss: 0.031092 | val_loss: 0.0311616 | Time: 2161.08 ms
[2022-03-07 04:11:03 main:574] : INFO : Epoch 1563 | loss: 0.0310935 | val_loss: 0.0311583 | Time: 2161.46 ms
[2022-03-07 04:11:05 main:574] : INFO : Epoch 1564 | loss: 0.0310976 | val_loss: 0.0311686 | Time: 2163.33 ms
[2022-03-07 04:11:07 main:574] : INFO : Epoch 1565 | loss: 0.0310954 | val_loss: 0.0311729 | Time: 2159.68 ms
[2022-03-07 04:11:09 main:574] : INFO : Epoch 1566 | loss: 0.0310956 | val_loss: 0.0311685 | Time: 2163.43 ms
[2022-03-07 04:11:11 main:574] : INFO : Epoch 1567 | loss: 0.0310938 | val_loss: 0.0311584 | Time: 2166.28 ms
[2022-03-07 04:11:14 main:574] : INFO : Epoch 1568 | loss: 0.0310957 | val_loss: 0.031166 | Time: 2163.82 ms
[2022-03-07 04:11:16 main:574] : INFO : Epoch 1569 | loss: 0.0310972 | val_loss: 0.0311667 | Time: 2163.93 ms
[2022-03-07 04:11:18 main:574] : INFO : Epoch 1570 | loss: 0.0310978 | val_loss: 0.0311596 | Time: 2165.06 ms
[2022-03-07 04:11:20 main:574] : INFO : Epoch 1571 | loss: 0.0310959 | val_loss: 0.0311648 | Time: 2160.26 ms
[2022-03-07 04:11:22 main:574] : INFO : Epoch 1572 | loss: 0.0310911 | val_loss: 0.0311652 | Time: 2160.22 ms
[2022-03-07 04:11:24 main:574] : INFO : Epoch 1573 | loss: 0.0310952 | val_loss: 0.0311557 | Time: 2162.26 ms
[2022-03-07 04:11:27 main:574] : INFO : Epoch 1574 | loss: 0.0311307 | val_loss: 0.0311524 | Time: 2162.21 ms
[2022-03-07 04:11:29 main:574] : INFO : Epoch 1575 | loss: 0.0311226 | val_loss: 0.0311577 | Time: 2163.29 ms
[2022-03-07 04:11:31 main:574] : INFO : Epoch 1576 | loss: 0.0311153 | val_loss: 0.0311571 | Time: 2162.22 ms
[2022-03-07 04:11:33 main:574] : INFO : Epoch 1577 | loss: 0.0311112 | val_loss: 0.031159 | Time: 2159.94 ms
[2022-03-07 04:11:35 main:574] : INFO : Epoch 1578 | loss: 0.0311093 | val_loss: 0.0311619 | Time: 2161.63 ms
[2022-03-07 04:11:37 main:574] : INFO : Epoch 1579 | loss: 0.0311077 | val_loss: 0.0311578 | Time: 2161.63 ms
[2022-03-07 04:11:39 main:574] : INFO : Epoch 1580 | loss: 0.0311025 | val_loss: 0.0311595 | Time: 2160.61 ms
[2022-03-07 04:11:42 main:574] : INFO : Epoch 1581 | loss: 0.0311021 | val_loss: 0.0311592 | Time: 2160.47 ms
[2022-03-07 04:11:44 main:574] : INFO : Epoch 1582 | loss: 0.031101 | val_loss: 0.0311618 | Time: 2161.81 ms
[2022-03-07 04:11:46 main:574] : INFO : Epoch 1583 | loss: 0.031106 | val_loss: 0.031159 | Time: 2159.93 ms
[2022-03-07 04:11:48 main:574] : INFO : Epoch 1584 | loss: 0.0311039 | val_loss: 0.0311619 | Time: 2161.11 ms
[2022-03-07 04:11:50 main:574] : INFO : Epoch 1585 | loss: 0.0311059 | val_loss: 0.0311618 | Time: 2160.99 ms
[2022-03-07 04:11:52 main:574] : INFO : Epoch 1586 | loss: 0.0311015 | val_loss: 0.0311599 | Time: 2162.95 ms
[2022-03-07 04:11:55 main:574] : INFO : Epoch 1587 | loss: 0.0310974 | val_loss: 0.031161 | Time: 2163.14 ms
[2022-03-07 04:11:57 main:574] : INFO : Epoch 1588 | loss: 0.0310981 | val_loss: 0.0311641 | Time: 2162.04 ms
[2022-03-07 04:11:59 main:574] : INFO : Epoch 1589 | loss: 0.0310958 | val_loss: 0.0311616 | Time: 2160.14 ms
[2022-03-07 04:12:01 main:574] : INFO : Epoch 1590 | loss: 0.0311042 | val_loss: 0.0311671 | Time: 2162.54 ms
[2022-03-07 04:12:03 main:574] : INFO : Epoch 1591 | loss: 0.0311061 | val_loss: 0.0311631 | Time: 2165.18 ms
[2022-03-07 04:12:05 main:574] : INFO : Epoch 1592 | loss: 0.0311 | val_loss: 0.0311667 | Time: 2165.66 ms
[2022-03-07 04:12:08 main:574] : INFO : Epoch 1593 | loss: 0.0310972 | val_loss: 0.0311649 | Time: 2165.05 ms
[2022-03-07 04:12:10 main:574] : INFO : Epoch 1594 | loss: 0.0310968 | val_loss: 0.031166 | Time: 2159.23 ms
[2022-03-07 04:12:12 main:574] : INFO : Epoch 1595 | loss: 0.0311159 | val_loss: 0.0311663 | Time: 2161.35 ms
[2022-03-07 04:12:14 main:574] : INFO : Epoch 1596 | loss: 0.0311335 | val_loss: 0.0311637 | Time: 2160.56 ms
[2022-03-07 04:12:16 main:574] : INFO : Epoch 1597 | loss: 0.031126 | val_loss: 0.0311587 | Time: 2159.96 ms
[2022-03-07 04:12:18 main:574] : INFO : Epoch 1598 | loss: 0.0311157 | val_loss: 0.0311636 | Time: 2159.31 ms
[2022-03-07 04:12:21 main:574] : INFO : Epoch 1599 | loss: 0.0311084 | val_loss: 0.031158 | Time: 2159.37 ms
[2022-03-07 04:12:23 main:574] : INFO : Epoch 1600 | loss: 0.0311099 | val_loss: 0.0311591 | Time: 2160.14 ms
[2022-03-07 04:12:25 main:574] : INFO : Epoch 1601 | loss: 0.031107 | val_loss: 0.0311594 | Time: 2164.84 ms
[2022-03-07 04:12:27 main:574] : INFO : Epoch 1602 | loss: 0.0311035 | val_loss: 0.0311649 | Time: 2160.05 ms
[2022-03-07 04:12:29 main:574] : INFO : Epoch 1603 | loss: 0.0311015 | val_loss: 0.0311602 | Time: 2160.14 ms
[2022-03-07 04:12:31 main:574] : INFO : Epoch 1604 | loss: 0.0311006 | val_loss: 0.0311555 | Time: 2160.66 ms
[2022-03-07 04:12:34 main:574] : INFO : Epoch 1605 | loss: 0.0311019 | val_loss: 0.0311607 | Time: 2163.38 ms
[2022-03-07 04:12:36 main:574] : INFO : Epoch 1606 | loss: 0.0311032 | val_loss: 0.0311679 | Time: 2160.55 ms
[2022-03-07 04:12:38 main:574] : INFO : Epoch 1607 | loss: 0.0310989 | val_loss: 0.0311592 | Time: 2159.03 ms
[2022-03-07 04:12:40 main:574] : INFO : Epoch 1608 | loss: 0.0310958 | val_loss: 0.0311651 | Time: 2163.28 ms
[2022-03-07 04:12:42 main:574] : INFO : Epoch 1609 | loss: 0.0310941 | val_loss: 0.0311564 | Time: 2165.64 ms
[2022-03-07 04:12:44 main:574] : INFO : Epoch 1610 | loss: 0.0310937 | val_loss: 0.0311656 | Time: 2163.4 ms
[2022-03-07 04:12:47 main:574] : INFO : Epoch 1611 | loss: 0.0310934 | val_loss: 0.0311632 | Time: 2164.39 ms
[2022-03-07 04:12:49 main:574] : INFO : Epoch 1612 | loss: 0.0310931 | val_loss: 0.0311652 | Time: 2162.63 ms
[2022-03-07 04:12:51 main:574] : INFO : Epoch 1613 | loss: 0.0310929 | val_loss: 0.0311621 | Time: 2164.2 ms
[2022-03-07 04:12:53 main:574] : INFO : Epoch 1614 | loss: 0.0310902 | val_loss: 0.0311603 | Time: 2162.06 ms
[2022-03-07 04:12:55 main:574] : INFO : Epoch 1615 | loss: 0.0310912 | val_loss: 0.0311638 | Time: 2162.49 ms
[2022-03-07 04:12:57 main:574] : INFO : Epoch 1616 | loss: 0.0310955 | val_loss: 0.031162 | Time: 2161.51 ms
[2022-03-07 04:13:00 main:574] : INFO : Epoch 1617 | loss: 0.0310982 | val_loss: 0.0311635 | Time: 2163.73 ms
[2022-03-07 04:13:02 main:574] : INFO : Epoch 1618 | loss: 0.0311075 | val_loss: 0.0311537 | Time: 2159.94 ms
[2022-03-07 04:13:04 main:574] : INFO : Epoch 1619 | loss: 0.0311003 | val_loss: 0.0311606 | Time: 2161.55 ms
[2022-03-07 04:13:06 main:574] : INFO : Epoch 1620 | loss: 0.0310958 | val_loss: 0.0311598 | Time: 2160.55 ms
[2022-03-07 04:13:08 main:574] : INFO : Epoch 1621 | loss: 0.0310918 | val_loss: 0.0311644 | Time: 2159.21 ms
[2022-03-07 04:13:10 main:574] : INFO : Epoch 1622 | loss: 0.0310906 | val_loss: 0.0311636 | Time: 2161.17 ms
[2022-03-07 04:13:13 main:574] : INFO : Epoch 1623 | loss: 0.0310892 | val_loss: 0.0311582 | Time: 2160.4 ms
[2022-03-07 04:13:15 main:574] : INFO : Epoch 1624 | loss: 0.0310907 | val_loss: 0.0311611 | Time: 2158.47 ms
[2022-03-07 04:13:17 main:574] : INFO : Epoch 1625 | loss: 0.0311004 | val_loss: 0.0311656 | Time: 2158.89 ms
[2022-03-07 04:13:19 main:574] : INFO : Epoch 1626 | loss: 0.031099 | val_loss: 0.0311628 | Time: 2159.1 ms
[2022-03-07 04:13:21 main:574] : INFO : Epoch 1627 | loss: 0.0310957 | val_loss: 0.0311656 | Time: 2163 ms
[2022-03-07 04:13:23 main:574] : INFO : Epoch 1628 | loss: 0.0310921 | val_loss: 0.0311649 | Time: 2160.66 ms
[2022-03-07 04:13:26 main:574] : INFO : Epoch 1629 | loss: 0.0310875 | val_loss: 0.0311715 | Time: 2159.53 ms
[2022-03-07 04:13:28 main:574] : INFO : Epoch 1630 | loss: 0.0310858 | val_loss: 0.0311709 | Time: 2164.44 ms
[2022-03-07 04:13:30 main:574] : INFO : Epoch 1631 | loss: 0.0310833 | val_loss: 0.0311664 | Time: 2160.19 ms
[2022-03-07 04:13:32 main:574] : INFO : Epoch 1632 | loss: 0.031087 | val_loss: 0.0311672 | Time: 2162.28 ms
[2022-03-07 04:13:34 main:574] : INFO : Epoch 1633 | loss: 0.0310859 | val_loss: 0.0311699 | Time: 2161.21 ms
[2022-03-07 04:13:36 main:574] : INFO : Epoch 1634 | loss: 0.0310868 | val_loss: 0.0311676 | Time: 2160.9 ms
[2022-03-07 04:13:39 main:574] : INFO : Epoch 1635 | loss: 0.0310867 | val_loss: 0.0311678 | Time: 2161.47 ms
[2022-03-07 04:13:41 main:574] : INFO : Epoch 1636 | loss: 0.0310864 | val_loss: 0.0311697 | Time: 2164.79 ms
[2022-03-07 04:13:43 main:574] : INFO : Epoch 1637 | loss: 0.0310865 | val_loss: 0.0311692 | Time: 2162.34 ms
[2022-03-07 04:13:45 main:574] : INFO : Epoch 1638 | loss: 0.0310877 | val_loss: 0.0311711 | Time: 2161.17 ms
[2022-03-07 04:13:47 main:574] : INFO : Epoch 1639 | loss: 0.0310846 | val_loss: 0.0311672 | Time: 2162.17 ms
[2022-03-07 04:13:49 main:574] : INFO : Epoch 1640 | loss: 0.0310872 | val_loss: 0.0311677 | Time: 2158.81 ms
[2022-03-07 04:13:51 main:574] : INFO : Epoch 1641 | loss: 0.0310859 | val_loss: 0.0311673 | Time: 2160.61 ms
[2022-03-07 04:13:54 main:574] : INFO : Epoch 1642 | loss: 0.0310868 | val_loss: 0.0311664 | Time: 2161.7 ms
[2022-03-07 04:13:56 main:574] : INFO : Epoch 1643 | loss: 0.0310877 | val_loss: 0.0311705 | Time: 2159.7 ms
[2022-03-07 04:13:58 main:574] : INFO : Epoch 1644 | loss: 0.0310888 | val_loss: 0.0311718 | Time: 2164.44 ms
[2022-03-07 04:14:00 main:574] : INFO : Epoch 1645 | loss: 0.0310847 | val_loss: 0.0311685 | Time: 2165.54 ms
[2022-03-07 04:14:02 main:574] : INFO : Epoch 1646 | loss: 0.0310898 | val_loss: 0.0311737 | Time: 2166.5 ms
[2022-03-07 04:14:04 main:574] : INFO : Epoch 1647 | loss: 0.0310913 | val_loss: 0.03117 | Time: 2167.13 ms
[2022-03-07 04:14:07 main:574] : INFO : Epoch 1648 | loss: 0.031085 | val_loss: 0.0311723 | Time: 2165.58 ms
[2022-03-07 04:14:09 main:574] : INFO : Epoch 1649 | loss: 0.0310865 | val_loss: 0.0311638 | Time: 2164.06 ms
[2022-03-07 04:14:11 main:574] : INFO : Epoch 1650 | loss: 0.0310882 | val_loss: 0.0311717 | Time: 2162.15 ms
[2022-03-07 04:14:13 main:574] : INFO : Epoch 1651 | loss: 0.0310844 | val_loss: 0.0311636 | Time: 2163.14 ms
[2022-03-07 04:14:15 main:574] : INFO : Epoch 1652 | loss: 0.0310843 | val_loss: 0.0311694 | Time: 2160.74 ms
[2022-03-07 04:14:17 main:574] : INFO : Epoch 1653 | loss: 0.0310871 | val_loss: 0.0311703 | Time: 2162.95 ms
[2022-03-07 04:14:20 main:574] : INFO : Epoch 1654 | loss: 0.0310852 | val_loss: 0.0311749 | Time: 2160.75 ms
[2022-03-07 04:14:22 main:574] : INFO : Epoch 1655 | loss: 0.0310842 | val_loss: 0.0311641 | Time: 2160.56 ms
[2022-03-07 04:14:24 main:574] : INFO : Epoch 1656 | loss: 0.0310818 | val_loss: 0.0311741 | Time: 2160.02 ms
[2022-03-07 04:14:26 main:574] : INFO : Epoch 1657 | loss: 0.0310821 | val_loss: 0.0311607 | Time: 2159.87 ms
[2022-03-07 04:14:28 main:574] : INFO : Epoch 1658 | loss: 0.0310854 | val_loss: 0.031164 | Time: 2160.86 ms
[2022-03-07 04:14:30 main:574] : INFO : Epoch 1659 | loss: 0.0310813 | val_loss: 0.031169 | Time: 2160.73 ms
[2022-03-07 04:14:33 main:574] : INFO : Epoch 1660 | loss: 0.0310806 | val_loss: 0.0311728 | Time: 2161.28 ms
[2022-03-07 04:14:35 main:574] : INFO : Epoch 1661 | loss: 0.0310828 | val_loss: 0.0311698 | Time: 2162.24 ms
[2022-03-07 04:14:37 main:574] : INFO : Epoch 1662 | loss: 0.0310849 | val_loss: 0.0311729 | Time: 2160.07 ms
[2022-03-07 04:14:39 main:574] : INFO : Epoch 1663 | loss: 0.0310828 | val_loss: 0.0311678 | Time: 2160.3 ms
[2022-03-07 04:14:41 main:574] : INFO : Epoch 1664 | loss: 0.0310852 | val_loss: 0.0311688 | Time: 2160.58 ms
[2022-03-07 04:14:43 main:574] : INFO : Epoch 1665 | loss: 0.0310893 | val_loss: 0.0311708 | Time: 2162.42 ms
[2022-03-07 04:14:46 main:574] : INFO : Epoch 1666 | loss: 0.0310869 | val_loss: 0.0311774 | Time: 2160.53 ms
[2022-03-07 04:14:48 main:574] : INFO : Epoch 1667 | loss: 0.0310851 | val_loss: 0.0311749 | Time: 2160.89 ms
[2022-03-07 04:14:50 main:574] : INFO : Epoch 1668 | loss: 0.0310828 | val_loss: 0.0311743 | Time: 2159.13 ms
[2022-03-07 04:14:52 main:574] : INFO : Epoch 1669 | loss: 0.0310829 | val_loss: 0.0311676 | Time: 2160.86 ms
[2022-03-07 04:14:54 main:574] : INFO : Epoch 1670 | loss: 0.0310861 | val_loss: 0.0311763 | Time: 2160.98 ms
[2022-03-07 04:14:56 main:574] : INFO : Epoch 1671 | loss: 0.0310853 | val_loss: 0.031166 | Time: 2162.25 ms
[2022-03-07 04:14:59 main:574] : INFO : Epoch 1672 | loss: 0.031087 | val_loss: 0.0311732 | Time: 2162.23 ms
[2022-03-07 04:15:01 main:574] : INFO : Epoch 1673 | loss: 0.0310869 | val_loss: 0.0311757 | Time: 2162.77 ms
[2022-03-07 04:15:03 main:574] : INFO : Epoch 1674 | loss: 0.0310858 | val_loss: 0.0311678 | Time: 2161.55 ms
[2022-03-07 04:15:05 main:574] : INFO : Epoch 1675 | loss: 0.0310854 | val_loss: 0.0311766 | Time: 2161.35 ms
[2022-03-07 04:15:07 main:574] : INFO : Epoch 1676 | loss: 0.0310866 | val_loss: 0.0311715 | Time: 2161.06 ms
[2022-03-07 04:15:09 main:574] : INFO : Epoch 1677 | loss: 0.0310832 | val_loss: 0.0311649 | Time: 2160.12 ms
[2022-03-07 04:15:12 main:574] : INFO : Epoch 1678 | loss: 0.0310796 | val_loss: 0.0311752 | Time: 2159.17 ms
[2022-03-07 04:15:14 main:574] : INFO : Epoch 1679 | loss: 0.0310814 | val_loss: 0.0311706 | Time: 2159.71 ms
[2022-03-07 04:15:16 main:574] : INFO : Epoch 1680 | loss: 0.0310811 | val_loss: 0.0311719 | Time: 2160.56 ms
[2022-03-07 04:15:18 main:574] : INFO : Epoch 1681 | loss: 0.0310786 | val_loss: 0.0311736 | Time: 2160.73 ms
[2022-03-07 04:15:20 main:574] : INFO : Epoch 1682 | loss: 0.0310787 | val_loss: 0.0311736 | Time: 2159.56 ms
[2022-03-07 04:15:22 main:574] : INFO : Epoch 1683 | loss: 0.0310901 | val_loss: 0.0311749 | Time: 2161 ms
[2022-03-07 04:15:25 main:574] : INFO : Epoch 1684 | loss: 0.0310866 | val_loss: 0.0311727 | Time: 2158.47 ms
[2022-03-07 04:15:27 main:574] : INFO : Epoch 1685 | loss: 0.0310854 | val_loss: 0.03117 | Time: 2159.92 ms
[2022-03-07 04:15:29 main:574] : INFO : Epoch 1686 | loss: 0.0310844 | val_loss: 0.031184 | Time: 2162.16 ms
[2022-03-07 04:15:31 main:574] : INFO : Epoch 1687 | loss: 0.0310937 | val_loss: 0.0311745 | Time: 2161.72 ms
[2022-03-07 04:15:33 main:574] : INFO : Epoch 1688 | loss: 0.0311051 | val_loss: 0.0311681 | Time: 2160.12 ms
[2022-03-07 04:15:35 main:574] : INFO : Epoch 1689 | loss: 0.0311185 | val_loss: 0.031165 | Time: 2162.12 ms
[2022-03-07 04:15:38 main:574] : INFO : Epoch 1690 | loss: 0.0311127 | val_loss: 0.031166 | Time: 2160.42 ms
[2022-03-07 04:15:40 main:574] : INFO : Epoch 1691 | loss: 0.0311005 | val_loss: 0.0311606 | Time: 2165.35 ms
[2022-03-07 04:15:42 main:574] : INFO : Epoch 1692 | loss: 0.0310966 | val_loss: 0.031172 | Time: 2163.54 ms
[2022-03-07 04:15:44 main:574] : INFO : Epoch 1693 | loss: 0.031093 | val_loss: 0.0311651 | Time: 2162.97 ms
[2022-03-07 04:15:46 main:574] : INFO : Epoch 1694 | loss: 0.0310941 | val_loss: 0.0311652 | Time: 2163.68 ms
[2022-03-07 04:15:48 main:574] : INFO : Epoch 1695 | loss: 0.03109 | val_loss: 0.0311702 | Time: 2163.84 ms
[2022-03-07 04:15:51 main:574] : INFO : Epoch 1696 | loss: 0.031088 | val_loss: 0.0311787 | Time: 2163.32 ms
[2022-03-07 04:15:53 main:574] : INFO : Epoch 1697 | loss: 0.031084 | val_loss: 0.0311779 | Time: 2162.78 ms
[2022-03-07 04:15:55 main:574] : INFO : Epoch 1698 | loss: 0.0310824 | val_loss: 0.0311718 | Time: 2161.52 ms
[2022-03-07 04:15:57 main:574] : INFO : Epoch 1699 | loss: 0.0311047 | val_loss: 0.0311685 | Time: 2163.74 ms
[2022-03-07 04:15:59 main:574] : INFO : Epoch 1700 | loss: 0.0311065 | val_loss: 0.0311672 | Time: 2158.66 ms
[2022-03-07 04:16:01 main:574] : INFO : Epoch 1701 | loss: 0.031097 | val_loss: 0.0311632 | Time: 2160.74 ms
[2022-03-07 04:16:03 main:574] : INFO : Epoch 1702 | loss: 0.0310928 | val_loss: 0.0311663 | Time: 2161.98 ms
[2022-03-07 04:16:06 main:574] : INFO : Epoch 1703 | loss: 0.0310922 | val_loss: 0.0311578 | Time: 2164.27 ms
[2022-03-07 04:16:08 main:574] : INFO : Epoch 1704 | loss: 0.0310888 | val_loss: 0.0311698 | Time: 2159.55 ms
[2022-03-07 04:16:10 main:574] : INFO : Epoch 1705 | loss: 0.0310879 | val_loss: 0.0311666 | Time: 2163.47 ms
[2022-03-07 04:16:12 main:574] : INFO : Epoch 1706 | loss: 0.0310879 | val_loss: 0.0311638 | Time: 2165.3 ms
[2022-03-07 04:16:14 main:574] : INFO : Epoch 1707 | loss: 0.0310856 | val_loss: 0.0311665 | Time: 2162.93 ms
[2022-03-07 04:16:16 main:574] : INFO : Epoch 1708 | loss: 0.0310836 | val_loss: 0.0311692 | Time: 2162.86 ms
[2022-03-07 04:16:19 main:574] : INFO : Epoch 1709 | loss: 0.0310842 | val_loss: 0.0311784 | Time: 2161.33 ms
[2022-03-07 04:16:21 main:574] : INFO : Epoch 1710 | loss: 0.0310847 | val_loss: 0.0311689 | Time: 2161.79 ms
[2022-03-07 04:16:23 main:574] : INFO : Epoch 1711 | loss: 0.031081 | val_loss: 0.031177 | Time: 2162.6 ms
[2022-03-07 04:16:25 main:574] : INFO : Epoch 1712 | loss: 0.0310844 | val_loss: 0.031171 | Time: 2166.69 ms
[2022-03-07 04:16:27 main:574] : INFO : Epoch 1713 | loss: 0.0310858 | val_loss: 0.0311768 | Time: 2164.7 ms
[2022-03-07 04:16:29 main:574] : INFO : Epoch 1714 | loss: 0.0310837 | val_loss: 0.0311735 | Time: 2164.26 ms
[2022-03-07 04:16:32 main:574] : INFO : Epoch 1715 | loss: 0.0310846 | val_loss: 0.0311718 | Time: 2162.32 ms
[2022-03-07 04:16:34 main:574] : INFO : Epoch 1716 | loss: 0.0311002 | val_loss: 0.0311653 | Time: 2160.43 ms
[2022-03-07 04:16:36 main:574] : INFO : Epoch 1717 | loss: 0.0310978 | val_loss: 0.0311677 | Time: 2161.48 ms
[2022-03-07 04:16:38 main:574] : INFO : Epoch 1718 | loss: 0.0310943 | val_loss: 0.0311732 | Time: 2164.2 ms
[2022-03-07 04:16:40 main:574] : INFO : Epoch 1719 | loss: 0.0310956 | val_loss: 0.0311707 | Time: 2163.64 ms
[2022-03-07 04:16:42 main:574] : INFO : Epoch 1720 | loss: 0.0310975 | val_loss: 0.0311672 | Time: 2164.39 ms
[2022-03-07 04:16:45 main:574] : INFO : Epoch 1721 | loss: 0.0311014 | val_loss: 0.031169 | Time: 2163.89 ms
[2022-03-07 04:16:47 main:574] : INFO : Epoch 1722 | loss: 0.0310936 | val_loss: 0.031175 | Time: 2160.53 ms
[2022-03-07 04:16:49 main:574] : INFO : Epoch 1723 | loss: 0.0310927 | val_loss: 0.0311819 | Time: 2160.19 ms
[2022-03-07 04:16:51 main:574] : INFO : Epoch 1724 | loss: 0.0310891 | val_loss: 0.0311707 | Time: 2164.87 ms
[2022-03-07 04:16:53 main:574] : INFO : Epoch 1725 | loss: 0.0310893 | val_loss: 0.0311687 | Time: 2162.55 ms
[2022-03-07 04:16:55 main:574] : INFO : Epoch 1726 | loss: 0.0310941 | val_loss: 0.0311705 | Time: 2161.06 ms
[2022-03-07 04:16:58 main:574] : INFO : Epoch 1727 | loss: 0.0311124 | val_loss: 0.0311651 | Time: 2162.57 ms
[2022-03-07 04:17:00 main:574] : INFO : Epoch 1728 | loss: 0.0311095 | val_loss: 0.0311664 | Time: 2160.5 ms
[2022-03-07 04:17:02 main:574] : INFO : Epoch 1729 | loss: 0.0311001 | val_loss: 0.0311727 | Time: 2159 ms
[2022-03-07 04:17:04 main:574] : INFO : Epoch 1730 | loss: 0.031095 | val_loss: 0.0311618 | Time: 2161.15 ms
[2022-03-07 04:17:06 main:574] : INFO : Epoch 1731 | loss: 0.0310901 | val_loss: 0.0311772 | Time: 2162.44 ms
[2022-03-07 04:17:08 main:574] : INFO : Epoch 1732 | loss: 0.0310881 | val_loss: 0.0311668 | Time: 2159.36 ms
[2022-03-07 04:17:11 main:574] : INFO : Epoch 1733 | loss: 0.0310878 | val_loss: 0.0311738 | Time: 2159.45 ms
[2022-03-07 04:17:13 main:574] : INFO : Epoch 1734 | loss: 0.0310841 | val_loss: 0.0311821 | Time: 2160.29 ms
[2022-03-07 04:17:15 main:574] : INFO : Epoch 1735 | loss: 0.031085 | val_loss: 0.0311728 | Time: 2164.25 ms
[2022-03-07 04:17:17 main:574] : INFO : Epoch 1736 | loss: 0.0310864 | val_loss: 0.0311851 | Time: 2160.6 ms
[2022-03-07 04:17:19 main:574] : INFO : Epoch 1737 | loss: 0.0310863 | val_loss: 0.0311767 | Time: 2160.02 ms
[2022-03-07 04:17:21 main:574] : INFO : Epoch 1738 | loss: 0.0310943 | val_loss: 0.0311757 | Time: 2160.79 ms
[2022-03-07 04:17:24 main:574] : INFO : Epoch 1739 | loss: 0.0310855 | val_loss: 0.0311711 | Time: 2162.56 ms
[2022-03-07 04:17:26 main:574] : INFO : Epoch 1740 | loss: 0.0310848 | val_loss: 0.0311712 | Time: 2162.97 ms
[2022-03-07 04:17:28 main:574] : INFO : Epoch 1741 | loss: 0.0310875 | val_loss: 0.0311692 | Time: 2161.72 ms
[2022-03-07 04:17:30 main:574] : INFO : Epoch 1742 | loss: 0.0310843 | val_loss: 0.0311792 | Time: 2163.64 ms
[2022-03-07 04:17:32 main:574] : INFO : Epoch 1743 | loss: 0.0310865 | val_loss: 0.0311657 | Time: 2167.37 ms
[2022-03-07 04:17:34 main:574] : INFO : Epoch 1744 | loss: 0.031094 | val_loss: 0.0311708 | Time: 2161.09 ms
[2022-03-07 04:17:37 main:574] : INFO : Epoch 1745 | loss: 0.0310923 | val_loss: 0.0311728 | Time: 2163.6 ms
[2022-03-07 04:17:39 main:574] : INFO : Epoch 1746 | loss: 0.031089 | val_loss: 0.0311722 | Time: 2163.23 ms
[2022-03-07 04:17:41 main:574] : INFO : Epoch 1747 | loss: 0.0310866 | val_loss: 0.0311666 | Time: 2160.37 ms
[2022-03-07 04:17:43 main:574] : INFO : Epoch 1748 | loss: 0.0310866 | val_loss: 0.0311727 | Time: 2161.94 ms
[2022-03-07 04:17:45 main:574] : INFO : Epoch 1749 | loss: 0.0310857 | val_loss: 0.0311731 | Time: 2159.5 ms
[2022-03-07 04:17:47 main:574] : INFO : Epoch 1750 | loss: 0.0310834 | val_loss: 0.0311693 | Time: 2160.5 ms
[2022-03-07 04:17:50 main:574] : INFO : Epoch 1751 | loss: 0.0310819 | val_loss: 0.0311706 | Time: 2160.72 ms
[2022-03-07 04:17:52 main:574] : INFO : Epoch 1752 | loss: 0.0310821 | val_loss: 0.0311739 | Time: 2159.13 ms
[2022-03-07 04:17:54 main:574] : INFO : Epoch 1753 | loss: 0.0310809 | val_loss: 0.0311764 | Time: 2162.51 ms
[2022-03-07 04:17:56 main:574] : INFO : Epoch 1754 | loss: 0.0310774 | val_loss: 0.0311773 | Time: 2159.64 ms
[2022-03-07 04:17:58 main:574] : INFO : Epoch 1755 | loss: 0.0310786 | val_loss: 0.0311725 | Time: 2160.58 ms
[2022-03-07 04:18:00 main:574] : INFO : Epoch 1756 | loss: 0.0310797 | val_loss: 0.0311702 | Time: 2161.59 ms
[2022-03-07 04:18:03 main:574] : INFO : Epoch 1757 | loss: 0.0310783 | val_loss: 0.0311717 | Time: 2165.07 ms
[2022-03-07 04:18:05 main:574] : INFO : Epoch 1758 | loss: 0.0310763 | val_loss: 0.0311791 | Time: 2165.59 ms
[2022-03-07 04:18:07 main:574] : INFO : Epoch 1759 | loss: 0.0310851 | val_loss: 0.0311716 | Time: 2162.89 ms
[2022-03-07 04:18:09 main:574] : INFO : Epoch 1760 | loss: 0.0310798 | val_loss: 0.0311701 | Time: 2161.03 ms
[2022-03-07 04:18:11 main:574] : INFO : Epoch 1761 | loss: 0.031081 | val_loss: 0.0311745 | Time: 2162.33 ms
[2022-03-07 04:18:13 main:574] : INFO : Epoch 1762 | loss: 0.0310905 | val_loss: 0.0311745 | Time: 2161.52 ms
[2022-03-07 04:18:16 main:574] : INFO : Epoch 1763 | loss: 0.0310878 | val_loss: 0.0311751 | Time: 2164.24 ms
[2022-03-07 04:18:18 main:574] : INFO : Epoch 1764 | loss: 0.0310834 | val_loss: 0.0311769 | Time: 2163.1 ms
[2022-03-07 04:18:20 main:574] : INFO : Epoch 1765 | loss: 0.0310778 | val_loss: 0.031177 | Time: 2162.5 ms
[2022-03-07 04:18:22 main:574] : INFO : Epoch 1766 | loss: 0.0310794 | val_loss: 0.0311752 | Time: 2160.15 ms
[2022-03-07 04:18:24 main:574] : INFO : Epoch 1767 | loss: 0.0310787 | val_loss: 0.0311754 | Time: 2160.71 ms
[2022-03-07 04:18:26 main:574] : INFO : Epoch 1768 | loss: 0.0310813 | val_loss: 0.0311681 | Time: 2159.59 ms
[2022-03-07 04:18:28 main:574] : INFO : Epoch 1769 | loss: 0.0310812 | val_loss: 0.0311739 | Time: 2160.17 ms
[2022-03-07 04:18:31 main:574] : INFO : Epoch 1770 | loss: 0.0310783 | val_loss: 0.0311849 | Time: 2160.02 ms
[2022-03-07 04:18:33 main:574] : INFO : Epoch 1771 | loss: 0.031076 | val_loss: 0.0311744 | Time: 2160.82 ms
[2022-03-07 04:18:35 main:574] : INFO : Epoch 1772 | loss: 0.0310759 | val_loss: 0.0311794 | Time: 2162.27 ms
[2022-03-07 04:18:37 main:574] : INFO : Epoch 1773 | loss: 0.0310815 | val_loss: 0.0311744 | Time: 2164.05 ms
[2022-03-07 04:18:39 main:574] : INFO : Epoch 1774 | loss: 0.0310868 | val_loss: 0.0311804 | Time: 2162.84 ms
[2022-03-07 04:18:41 main:574] : INFO : Epoch 1775 | loss: 0.0310796 | val_loss: 0.0311745 | Time: 2163.33 ms
[2022-03-07 04:18:44 main:574] : INFO : Epoch 1776 | loss: 0.0310797 | val_loss: 0.0311709 | Time: 2163.36 ms
[2022-03-07 04:18:46 main:574] : INFO : Epoch 1777 | loss: 0.0310762 | val_loss: 0.031182 | Time: 2161.01 ms
[2022-03-07 04:18:48 main:574] : INFO : Epoch 1778 | loss: 0.0310786 | val_loss: 0.0311722 | Time: 2161.26 ms
[2022-03-07 04:18:50 main:574] : INFO : Epoch 1779 | loss: 0.0310803 | val_loss: 0.031173 | Time: 2159.42 ms
[2022-03-07 04:18:52 main:574] : INFO : Epoch 1780 | loss: 0.0310789 | val_loss: 0.0311787 | Time: 2165.5 ms
[2022-03-07 04:18:54 main:574] : INFO : Epoch 1781 | loss: 0.0310787 | val_loss: 0.0311731 | Time: 2164.55 ms
[2022-03-07 04:18:57 main:574] : INFO : Epoch 1782 | loss: 0.0310874 | val_loss: 0.031176 | Time: 2162.32 ms
[2022-03-07 04:18:59 main:574] : INFO : Epoch 1783 | loss: 0.0310948 | val_loss: 0.031178 | Time: 2162.73 ms
[2022-03-07 04:19:01 main:574] : INFO : Epoch 1784 | loss: 0.0310885 | val_loss: 0.0311716 | Time: 2161.3 ms
[2022-03-07 04:19:03 main:574] : INFO : Epoch 1785 | loss: 0.0310872 | val_loss: 0.031175 | Time: 2161.32 ms
[2022-03-07 04:19:05 main:574] : INFO : Epoch 1786 | loss: 0.0310819 | val_loss: 0.0311796 | Time: 2160.66 ms
[2022-03-07 04:19:07 main:574] : INFO : Epoch 1787 | loss: 0.0310832 | val_loss: 0.0311713 | Time: 2160.24 ms
[2022-03-07 04:19:10 main:574] : INFO : Epoch 1788 | loss: 0.0310874 | val_loss: 0.0311743 | Time: 2160.77 ms
[2022-03-07 04:19:12 main:574] : INFO : Epoch 1789 | loss: 0.0310811 | val_loss: 0.0311767 | Time: 2161.73 ms
[2022-03-07 04:19:14 main:574] : INFO : Epoch 1790 | loss: 0.0310794 | val_loss: 0.0311766 | Time: 2161.74 ms
[2022-03-07 04:19:16 main:574] : INFO : Epoch 1791 | loss: 0.0310779 | val_loss: 0.0311756 | Time: 2164.05 ms
[2022-03-07 04:19:18 main:574] : INFO : Epoch 1792 | loss: 0.0310748 | val_loss: 0.0311844 | Time: 2164.31 ms
[2022-03-07 04:19:20 main:574] : INFO : Epoch 1793 | loss: 0.0310752 | val_loss: 0.0311746 | Time: 2163.2 ms
[2022-03-07 04:19:23 main:574] : INFO : Epoch 1794 | loss: 0.0310762 | val_loss: 0.031177 | Time: 2161.01 ms
[2022-03-07 04:19:25 main:574] : INFO : Epoch 1795 | loss: 0.0310753 | val_loss: 0.0311759 | Time: 2162.06 ms
[2022-03-07 04:19:27 main:574] : INFO : Epoch 1796 | loss: 0.0310792 | val_loss: 0.0311691 | Time: 2165.39 ms
[2022-03-07 04:19:29 main:574] : INFO : Epoch 1797 | loss: 0.0310793 | val_loss: 0.0311689 | Time: 2164.31 ms
[2022-03-07 04:19:31 main:574] : INFO : Epoch 1798 | loss: 0.0310797 | val_loss: 0.0311779 | Time: 2162.47 ms
[2022-03-07 04:19:33 main:574] : INFO : Epoch 1799 | loss: 0.0310789 | val_loss: 0.0311808 | Time: 2161.37 ms
[2022-03-07 04:19:36 main:574] : INFO : Epoch 1800 | loss: 0.0311012 | val_loss: 0.0311699 | Time: 2161.41 ms
[2022-03-07 04:19:38 main:574] : INFO : Epoch 1801 | loss: 0.0310987 | val_loss: 0.0311746 | Time: 2161.69 ms
[2022-03-07 04:19:40 main:574] : INFO : Epoch 1802 | loss: 0.0310923 | val_loss: 0.0311734 | Time: 2166.07 ms
[2022-03-07 04:19:42 main:574] : INFO : Epoch 1803 | loss: 0.0310868 | val_loss: 0.0311681 | Time: 2163.1 ms
[2022-03-07 04:19:44 main:574] : INFO : Epoch 1804 | loss: 0.0310836 | val_loss: 0.0311731 | Time: 2165.73 ms
[2022-03-07 04:19:46 main:574] : INFO : Epoch 1805 | loss: 0.0310814 | val_loss: 0.0311754 | Time: 2161.85 ms
[2022-03-07 04:19:49 main:574] : INFO : Epoch 1806 | loss: 0.0310763 | val_loss: 0.0311651 | Time: 2160.58 ms
[2022-03-07 04:19:51 main:574] : INFO : Epoch 1807 | loss: 0.031075 | val_loss: 0.0311864 | Time: 2161.03 ms
[2022-03-07 04:19:53 main:574] : INFO : Epoch 1808 | loss: 0.0310759 | val_loss: 0.0311821 | Time: 2166.17 ms
[2022-03-07 04:19:55 main:574] : INFO : Epoch 1809 | loss: 0.031075 | val_loss: 0.031176 | Time: 2162.17 ms
[2022-03-07 04:19:57 main:574] : INFO : Epoch 1810 | loss: 0.0310727 | val_loss: 0.0311859 | Time: 2160.06 ms
[2022-03-07 04:19:59 main:574] : INFO : Epoch 1811 | loss: 0.0310742 | val_loss: 0.0311826 | Time: 2164.87 ms
[2022-03-07 04:20:02 main:574] : INFO : Epoch 1812 | loss: 0.031072 | val_loss: 0.0311792 | Time: 2162.88 ms
[2022-03-07 04:20:04 main:574] : INFO : Epoch 1813 | loss: 0.0310723 | val_loss: 0.0311705 | Time: 2164.26 ms
[2022-03-07 04:20:06 main:574] : INFO : Epoch 1814 | loss: 0.0310767 | val_loss: 0.0311754 | Time: 2160.18 ms
[2022-03-07 04:20:08 main:574] : INFO : Epoch 1815 | loss: 0.0310747 | val_loss: 0.0311845 | Time: 2162.61 ms
[2022-03-07 04:20:10 main:574] : INFO : Epoch 1816 | loss: 0.03107 | val_loss: 0.0311812 | Time: 2165.5 ms
[2022-03-07 04:20:12 main:574] : INFO : Epoch 1817 | loss: 0.0310694 | val_loss: 0.0311812 | Time: 2163.45 ms
[2022-03-07 04:20:15 main:574] : INFO : Epoch 1818 | loss: 0.0310681 | val_loss: 0.0311924 | Time: 2164.48 ms
[2022-03-07 04:20:17 main:574] : INFO : Epoch 1819 | loss: 0.0310692 | val_loss: 0.0311847 | Time: 2162.62 ms
[2022-03-07 04:20:19 main:574] : INFO : Epoch 1820 | loss: 0.0310737 | val_loss: 0.0311751 | Time: 2165.66 ms
[2022-03-07 04:20:21 main:574] : INFO : Epoch 1821 | loss: 0.031081 | val_loss: 0.0311755 | Time: 2160.66 ms
[2022-03-07 04:20:23 main:574] : INFO : Epoch 1822 | loss: 0.031088 | val_loss: 0.0311762 | Time: 2159.31 ms
[2022-03-07 04:20:25 main:574] : INFO : Epoch 1823 | loss: 0.0310868 | val_loss: 0.0311872 | Time: 2167.18 ms
[2022-03-07 04:20:28 main:574] : INFO : Epoch 1824 | loss: 0.0310888 | val_loss: 0.0311859 | Time: 2162.54 ms
[2022-03-07 04:20:30 main:574] : INFO : Epoch 1825 | loss: 0.0310847 | val_loss: 0.0311812 | Time: 2165.09 ms
[2022-03-07 04:20:32 main:574] : INFO : Epoch 1826 | loss: 0.0310786 | val_loss: 0.0311857 | Time: 2164.34 ms
[2022-03-07 04:20:34 main:574] : INFO : Epoch 1827 | loss: 0.0310774 | val_loss: 0.0311815 | Time: 2162.48 ms
[2022-03-07 04:20:36 main:574] : INFO : Epoch 1828 | loss: 0.0310816 | val_loss: 0.0311857 | Time: 2161.71 ms
[2022-03-07 04:20:38 main:574] : INFO : Epoch 1829 | loss: 0.0310849 | val_loss: 0.0311811 | Time: 2161.36 ms
[2022-03-07 04:20:41 main:574] : INFO : Epoch 1830 | loss: 0.0310922 | val_loss: 0.0311815 | Time: 2160.66 ms
[2022-03-07 04:20:43 main:574] : INFO : Epoch 1831 | loss: 0.0310895 | val_loss: 0.0311824 | Time: 2161.57 ms
[2022-03-07 04:20:45 main:574] : INFO : Epoch 1832 | loss: 0.0310847 | val_loss: 0.0311803 | Time: 2160.1 ms
[2022-03-07 04:20:47 main:574] : INFO : Epoch 1833 | loss: 0.0310833 | val_loss: 0.0311756 | Time: 2160.49 ms
[2022-03-07 04:20:49 main:574] : INFO : Epoch 1834 | loss: 0.0310791 | val_loss: 0.0311779 | Time: 2161.1 ms
[2022-03-07 04:20:51 main:574] : INFO : Epoch 1835 | loss: 0.0310773 | val_loss: 0.0311807 | Time: 2159.57 ms
[2022-03-07 04:20:54 main:574] : INFO : Epoch 1836 | loss: 0.0310838 | val_loss: 0.0311714 | Time: 2161.54 ms
[2022-03-07 04:20:56 main:574] : INFO : Epoch 1837 | loss: 0.0310928 | val_loss: 0.0311743 | Time: 2163.11 ms
[2022-03-07 04:20:58 main:574] : INFO : Epoch 1838 | loss: 0.0310904 | val_loss: 0.0311709 | Time: 2160.87 ms
[2022-03-07 04:21:00 main:574] : INFO : Epoch 1839 | loss: 0.0310856 | val_loss: 0.0311751 | Time: 2160.61 ms
[2022-03-07 04:21:02 main:574] : INFO : Epoch 1840 | loss: 0.0310821 | val_loss: 0.0311773 | Time: 2161.43 ms
[2022-03-07 04:21:04 main:574] : INFO : Epoch 1841 | loss: 0.0310782 | val_loss: 0.0311755 | Time: 2161.05 ms
[2022-03-07 04:21:07 main:574] : INFO : Epoch 1842 | loss: 0.0310773 | val_loss: 0.0311752 | Time: 2160.04 ms
[2022-03-07 04:21:09 main:574] : INFO : Epoch 1843 | loss: 0.0310758 | val_loss: 0.031184 | Time: 2160.97 ms
[2022-03-07 04:21:11 main:574] : INFO : Epoch 1844 | loss: 0.0310726 | val_loss: 0.031177 | Time: 2160.79 ms
[2022-03-07 04:21:13 main:574] : INFO : Epoch 1845 | loss: 0.0310809 | val_loss: 0.0311762 | Time: 2165.11 ms
[2022-03-07 04:21:15 main:574] : INFO : Epoch 1846 | loss: 0.0310786 | val_loss: 0.0311824 | Time: 2162.94 ms
[2022-03-07 04:21:17 main:574] : INFO : Epoch 1847 | loss: 0.0310735 | val_loss: 0.0311749 | Time: 2166.29 ms
[2022-03-07 04:21:19 main:574] : INFO : Epoch 1848 | loss: 0.0310743 | val_loss: 0.0311842 | Time: 2161.16 ms
[2022-03-07 04:21:22 main:574] : INFO : Epoch 1849 | loss: 0.0310754 | val_loss: 0.031171 | Time: 2165.13 ms
[2022-03-07 04:21:24 main:574] : INFO : Epoch 1850 | loss: 0.0310758 | val_loss: 0.0311748 | Time: 2165.35 ms
[2022-03-07 04:21:26 main:574] : INFO : Epoch 1851 | loss: 0.0310784 | val_loss: 0.031168 | Time: 2165.51 ms
[2022-03-07 04:21:28 main:574] : INFO : Epoch 1852 | loss: 0.0310818 | val_loss: 0.0311789 | Time: 2162.38 ms
[2022-03-07 04:21:30 main:574] : INFO : Epoch 1853 | loss: 0.031081 | val_loss: 0.0311684 | Time: 2163.83 ms
[2022-03-07 04:21:32 main:574] : INFO : Epoch 1854 | loss: 0.0310863 | val_loss: 0.03118 | Time: 2161.2 ms
[2022-03-07 04:21:35 main:574] : INFO : Epoch 1855 | loss: 0.0310792 | val_loss: 0.0311772 | Time: 2161.63 ms
[2022-03-07 04:21:37 main:574] : INFO : Epoch 1856 | loss: 0.0310748 | val_loss: 0.0311744 | Time: 2160.14 ms
[2022-03-07 04:21:39 main:574] : INFO : Epoch 1857 | loss: 0.0310732 | val_loss: 0.0311915 | Time: 2161.3 ms
[2022-03-07 04:21:41 main:574] : INFO : Epoch 1858 | loss: 0.0310788 | val_loss: 0.0311709 | Time: 2161.81 ms
[2022-03-07 04:21:43 main:574] : INFO : Epoch 1859 | loss: 0.0310836 | val_loss: 0.0311821 | Time: 2164.65 ms
[2022-03-07 04:21:45 main:574] : INFO : Epoch 1860 | loss: 0.0310818 | val_loss: 0.0311771 | Time: 2167.25 ms
[2022-03-07 04:21:48 main:574] : INFO : Epoch 1861 | loss: 0.0310787 | val_loss: 0.0311874 | Time: 2163.43 ms
[2022-03-07 04:21:50 main:574] : INFO : Epoch 1862 | loss: 0.0310743 | val_loss: 0.0311855 | Time: 2161.87 ms
[2022-03-07 04:21:52 main:574] : INFO : Epoch 1863 | loss: 0.0310733 | val_loss: 0.0311786 | Time: 2166.03 ms
[2022-03-07 04:21:54 main:574] : INFO : Epoch 1864 | loss: 0.031078 | val_loss: 0.0311766 | Time: 2160.53 ms
[2022-03-07 04:21:56 main:574] : INFO : Epoch 1865 | loss: 0.0310771 | val_loss: 0.0311874 | Time: 2163.26 ms
[2022-03-07 04:21:58 main:574] : INFO : Epoch 1866 | loss: 0.0310731 | val_loss: 0.0311777 | Time: 2165.21 ms
[2022-03-07 04:22:01 main:574] : INFO : Epoch 1867 | loss: 0.0310692 | val_loss: 0.0311858 | Time: 2164.08 ms
[2022-03-07 04:22:03 main:574] : INFO : Epoch 1868 | loss: 0.0310702 | val_loss: 0.0311876 | Time: 2164.67 ms
[2022-03-07 04:22:05 main:574] : INFO : Epoch 1869 | loss: 0.0310738 | val_loss: 0.0311927 | Time: 2161.6 ms
[2022-03-07 04:22:07 main:574] : INFO : Epoch 1870 | loss: 0.0310816 | val_loss: 0.0311783 | Time: 2160.19 ms
[2022-03-07 04:22:09 main:574] : INFO : Epoch 1871 | loss: 0.0311064 | val_loss: 0.0311648 | Time: 2165.11 ms
[2022-03-07 04:22:11 main:574] : INFO : Epoch 1872 | loss: 0.0311072 | val_loss: 0.0311721 | Time: 2162.14 ms
[2022-03-07 04:22:14 main:574] : INFO : Epoch 1873 | loss: 0.0310945 | val_loss: 0.0311778 | Time: 2166.17 ms
[2022-03-07 04:22:16 main:574] : INFO : Epoch 1874 | loss: 0.0310866 | val_loss: 0.0311712 | Time: 2164.62 ms
[2022-03-07 04:22:18 main:574] : INFO : Epoch 1875 | loss: 0.031083 | val_loss: 0.0311806 | Time: 2162.92 ms
[2022-03-07 04:22:20 main:574] : INFO : Epoch 1876 | loss: 0.0310795 | val_loss: 0.0311698 | Time: 2160.5 ms
[2022-03-07 04:22:22 main:574] : INFO : Epoch 1877 | loss: 0.031081 | val_loss: 0.0311818 | Time: 2160.5 ms
[2022-03-07 04:22:24 main:574] : INFO : Epoch 1878 | loss: 0.0310773 | val_loss: 0.0311735 | Time: 2159.66 ms
[2022-03-07 04:22:27 main:574] : INFO : Epoch 1879 | loss: 0.0310783 | val_loss: 0.0311757 | Time: 2159.49 ms
[2022-03-07 04:22:29 main:574] : INFO : Epoch 1880 | loss: 0.0310787 | val_loss: 0.031175 | Time: 2161.88 ms
[2022-03-07 04:22:31 main:574] : INFO : Epoch 1881 | loss: 0.0310828 | val_loss: 0.0311802 | Time: 2160.04 ms
[2022-03-07 04:22:33 main:574] : INFO : Epoch 1882 | loss: 0.0310781 | val_loss: 0.0311727 | Time: 2160.99 ms
[2022-03-07 04:22:35 main:574] : INFO : Epoch 1883 | loss: 0.0310797 | val_loss: 0.0311823 | Time: 2162.08 ms
[2022-03-07 04:22:37 main:574] : INFO : Epoch 1884 | loss: 0.0310768 | val_loss: 0.0311701 | Time: 2158.74 ms
[2022-03-07 04:22:40 main:574] : INFO : Epoch 1885 | loss: 0.0310821 | val_loss: 0.031188 | Time: 2160.5 ms
[2022-03-07 04:22:42 main:574] : INFO : Epoch 1886 | loss: 0.0310808 | val_loss: 0.0311722 | Time: 2161.82 ms
[2022-03-07 04:22:44 main:574] : INFO : Epoch 1887 | loss: 0.0310822 | val_loss: 0.0311867 | Time: 2163.44 ms
[2022-03-07 04:22:46 main:574] : INFO : Epoch 1888 | loss: 0.0310843 | val_loss: 0.031163 | Time: 2164.36 ms
[2022-03-07 04:22:48 main:574] : INFO : Epoch 1889 | loss: 0.0310928 | val_loss: 0.0311793 | Time: 2167.22 ms
[2022-03-07 04:22:50 main:574] : INFO : Epoch 1890 | loss: 0.0310853 | val_loss: 0.0311707 | Time: 2164.83 ms
[2022-03-07 04:22:53 main:574] : INFO : Epoch 1891 | loss: 0.0310843 | val_loss: 0.0311771 | Time: 2165.06 ms
[2022-03-07 04:22:55 main:574] : INFO : Epoch 1892 | loss: 0.0310758 | val_loss: 0.0311816 | Time: 2161.92 ms
[2022-03-07 04:22:57 main:574] : INFO : Epoch 1893 | loss: 0.0310748 | val_loss: 0.0311776 | Time: 2160.16 ms
[2022-03-07 04:22:59 main:574] : INFO : Epoch 1894 | loss: 0.0310773 | val_loss: 0.0311698 | Time: 2160.1 ms
[2022-03-07 04:23:01 main:574] : INFO : Epoch 1895 | loss: 0.0310909 | val_loss: 0.0311665 | Time: 2160.9 ms
[2022-03-07 04:23:03 main:574] : INFO : Epoch 1896 | loss: 0.0311236 | val_loss: 0.0311586 | Time: 2159.63 ms
[2022-03-07 04:23:06 main:574] : INFO : Epoch 1897 | loss: 0.0311152 | val_loss: 0.0311629 | Time: 2163.55 ms
[2022-03-07 04:23:08 main:574] : INFO : Epoch 1898 | loss: 0.031106 | val_loss: 0.0311598 | Time: 2161.85 ms
[2022-03-07 04:23:10 main:574] : INFO : Epoch 1899 | loss: 0.0310926 | val_loss: 0.0311707 | Time: 2162.16 ms
[2022-03-07 04:23:12 main:574] : INFO : Epoch 1900 | loss: 0.0310858 | val_loss: 0.0311767 | Time: 2162.08 ms
[2022-03-07 04:23:14 main:574] : INFO : Epoch 1901 | loss: 0.031082 | val_loss: 0.031178 | Time: 2164.16 ms
[2022-03-07 04:23:16 main:574] : INFO : Epoch 1902 | loss: 0.031077 | val_loss: 0.0311769 | Time: 2162.55 ms
[2022-03-07 04:23:19 main:574] : INFO : Epoch 1903 | loss: 0.0310758 | val_loss: 0.0311825 | Time: 2164.76 ms
[2022-03-07 04:23:21 main:574] : INFO : Epoch 1904 | loss: 0.0310739 | val_loss: 0.0311797 | Time: 2164.79 ms
[2022-03-07 04:23:23 main:574] : INFO : Epoch 1905 | loss: 0.0310713 | val_loss: 0.0311689 | Time: 2164.61 ms
[2022-03-07 04:23:25 main:574] : INFO : Epoch 1906 | loss: 0.031072 | val_loss: 0.0311801 | Time: 2160.23 ms
[2022-03-07 04:23:27 main:574] : INFO : Epoch 1907 | loss: 0.0310747 | val_loss: 0.031179 | Time: 2160.35 ms
[2022-03-07 04:23:29 main:574] : INFO : Epoch 1908 | loss: 0.0310696 | val_loss: 0.0311861 | Time: 2161.92 ms
[2022-03-07 04:23:32 main:574] : INFO : Epoch 1909 | loss: 0.0311089 | val_loss: 0.0311834 | Time: 2163.41 ms
[2022-03-07 04:23:34 main:574] : INFO : Epoch 1910 | loss: 0.0311525 | val_loss: 0.0311655 | Time: 2164.19 ms
[2022-03-07 04:23:36 main:574] : INFO : Epoch 1911 | loss: 0.0311444 | val_loss: 0.031166 | Time: 2163.98 ms
[2022-03-07 04:23:38 main:574] : INFO : Epoch 1912 | loss: 0.0311348 | val_loss: 0.0311661 | Time: 2162.25 ms
[2022-03-07 04:23:40 main:574] : INFO : Epoch 1913 | loss: 0.0311281 | val_loss: 0.0311612 | Time: 2162.64 ms
[2022-03-07 04:23:42 main:574] : INFO : Epoch 1914 | loss: 0.0311232 | val_loss: 0.0311691 | Time: 2161.83 ms
[2022-03-07 04:23:45 main:574] : INFO : Epoch 1915 | loss: 0.0311188 | val_loss: 0.0311619 | Time: 2160.46 ms
[2022-03-07 04:23:47 main:574] : INFO : Epoch 1916 | loss: 0.0311164 | val_loss: 0.0311746 | Time: 2161.47 ms
[2022-03-07 04:23:49 main:574] : INFO : Epoch 1917 | loss: 0.0311128 | val_loss: 0.031159 | Time: 2162.36 ms
[2022-03-07 04:23:51 main:574] : INFO : Epoch 1918 | loss: 0.031113 | val_loss: 0.0311679 | Time: 2161.6 ms
[2022-03-07 04:23:53 main:574] : INFO : Epoch 1919 | loss: 0.0311095 | val_loss: 0.0311674 | Time: 2161.81 ms
[2022-03-07 04:23:55 main:574] : INFO : Epoch 1920 | loss: 0.0311061 | val_loss: 0.0311679 | Time: 2164.32 ms
[2022-03-07 04:23:58 main:574] : INFO : Epoch 1921 | loss: 0.0311107 | val_loss: 0.0311598 | Time: 2164.8 ms
[2022-03-07 04:24:00 main:574] : INFO : Epoch 1922 | loss: 0.0311167 | val_loss: 0.03116 | Time: 2165.55 ms
[2022-03-07 04:24:02 main:574] : INFO : Epoch 1923 | loss: 0.0311126 | val_loss: 0.0311639 | Time: 2162.74 ms
[2022-03-07 04:24:04 main:574] : INFO : Epoch 1924 | loss: 0.0311091 | val_loss: 0.0311628 | Time: 2162.03 ms
[2022-03-07 04:24:06 main:574] : INFO : Epoch 1925 | loss: 0.0311063 | val_loss: 0.0311635 | Time: 2160.49 ms
[2022-03-07 04:24:08 main:574] : INFO : Epoch 1926 | loss: 0.0311008 | val_loss: 0.031167 | Time: 2159.88 ms
[2022-03-07 04:24:11 main:574] : INFO : Epoch 1927 | loss: 0.0311009 | val_loss: 0.0311701 | Time: 2164.56 ms
[2022-03-07 04:24:13 main:574] : INFO : Epoch 1928 | loss: 0.031099 | val_loss: 0.0311735 | Time: 2159.58 ms
[2022-03-07 04:24:15 main:574] : INFO : Epoch 1929 | loss: 0.0310963 | val_loss: 0.0311685 | Time: 2164.09 ms
[2022-03-07 04:24:17 main:574] : INFO : Epoch 1930 | loss: 0.0310987 | val_loss: 0.0311617 | Time: 2165.59 ms
[2022-03-07 04:24:19 main:574] : INFO : Epoch 1931 | loss: 0.0311019 | val_loss: 0.0311733 | Time: 2163.49 ms
[2022-03-07 04:24:21 main:574] : INFO : Epoch 1932 | loss: 0.0311008 | val_loss: 0.0311598 | Time: 2162.42 ms
[2022-03-07 04:24:24 main:574] : INFO : Epoch 1933 | loss: 0.0310949 | val_loss: 0.031172 | Time: 2166.13 ms
[2022-03-07 04:24:26 main:574] : INFO : Epoch 1934 | loss: 0.0310934 | val_loss: 0.0311648 | Time: 2161.37 ms
[2022-03-07 04:24:28 main:574] : INFO : Epoch 1935 | loss: 0.0310914 | val_loss: 0.0311744 | Time: 2160.88 ms
[2022-03-07 04:24:30 main:574] : INFO : Epoch 1936 | loss: 0.0310873 | val_loss: 0.0311684 | Time: 2162.85 ms
[2022-03-07 04:24:32 main:574] : INFO : Epoch 1937 | loss: 0.0310887 | val_loss: 0.0311746 | Time: 2174.4 ms
[2022-03-07 04:24:34 main:574] : INFO : Epoch 1938 | loss: 0.0310929 | val_loss: 0.0311618 | Time: 2165.18 ms
[2022-03-07 04:24:37 main:574] : INFO : Epoch 1939 | loss: 0.0310918 | val_loss: 0.0311665 | Time: 2165.57 ms
[2022-03-07 04:24:39 main:574] : INFO : Epoch 1940 | loss: 0.0310878 | val_loss: 0.0311708 | Time: 2159.6 ms
[2022-03-07 04:24:41 main:574] : INFO : Epoch 1941 | loss: 0.0310895 | val_loss: 0.0311651 | Time: 2161.26 ms
[2022-03-07 04:24:43 main:574] : INFO : Epoch 1942 | loss: 0.0310904 | val_loss: 0.0311628 | Time: 2160.99 ms
[2022-03-07 04:24:45 main:574] : INFO : Epoch 1943 | loss: 0.0310881 | val_loss: 0.0311572 | Time: 2160.6 ms
[2022-03-07 04:24:47 main:574] : INFO : Epoch 1944 | loss: 0.0310874 | val_loss: 0.0311633 | Time: 2159.84 ms
[2022-03-07 04:24:50 main:574] : INFO : Epoch 1945 | loss: 0.0310851 | val_loss: 0.0311637 | Time: 2161.22 ms
[2022-03-07 04:24:52 main:574] : INFO : Epoch 1946 | loss: 0.0310832 | val_loss: 0.0311671 | Time: 2161.12 ms
[2022-03-07 04:24:54 main:574] : INFO : Epoch 1947 | loss: 0.0310848 | val_loss: 0.0311684 | Time: 2161.04 ms
[2022-03-07 04:24:56 main:574] : INFO : Epoch 1948 | loss: 0.0310855 | val_loss: 0.0311744 | Time: 2159.34 ms
[2022-03-07 04:24:58 main:574] : INFO : Epoch 1949 | loss: 0.0310874 | val_loss: 0.0311703 | Time: 2162.76 ms
[2022-03-07 04:25:00 main:574] : INFO : Epoch 1950 | loss: 0.0310892 | val_loss: 0.0311727 | Time: 2161 ms
[2022-03-07 04:25:03 main:574] : INFO : Epoch 1951 | loss: 0.0310859 | val_loss: 0.031163 | Time: 2170.37 ms
[2022-03-07 04:25:05 main:574] : INFO : Epoch 1952 | loss: 0.031083 | val_loss: 0.031178 | Time: 2166.71 ms
[2022-03-07 04:25:07 main:574] : INFO : Epoch 1953 | loss: 0.0310804 | val_loss: 0.0311689 | Time: 2163.09 ms
[2022-03-07 04:25:09 main:574] : INFO : Epoch 1954 | loss: 0.0310796 | val_loss: 0.0311659 | Time: 2162.81 ms
[2022-03-07 04:25:11 main:574] : INFO : Epoch 1955 | loss: 0.0310799 | val_loss: 0.0311708 | Time: 2163.66 ms
[2022-03-07 04:25:14 main:574] : INFO : Epoch 1956 | loss: 0.031078 | val_loss: 0.0311761 | Time: 2161.48 ms
[2022-03-07 04:25:16 main:574] : INFO : Epoch 1957 | loss: 0.0310777 | val_loss: 0.0311742 | Time: 2161.4 ms
[2022-03-07 04:25:18 main:574] : INFO : Epoch 1958 | loss: 0.0310758 | val_loss: 0.0311729 | Time: 2162.94 ms
[2022-03-07 04:25:20 main:574] : INFO : Epoch 1959 | loss: 0.0310802 | val_loss: 0.0311746 | Time: 2168.77 ms
[2022-03-07 04:25:22 main:574] : INFO : Epoch 1960 | loss: 0.0310807 | val_loss: 0.0311686 | Time: 2162.73 ms
[2022-03-07 04:25:25 main:574] : INFO : Epoch 1961 | loss: 0.0310797 | val_loss: 0.0311788 | Time: 2159.54 ms
[2022-03-07 04:25:27 main:574] : INFO : Epoch 1962 | loss: 0.0310812 | val_loss: 0.0311757 | Time: 2162.77 ms
[2022-03-07 04:25:29 main:574] : INFO : Epoch 1963 | loss: 0.0310918 | val_loss: 0.0311709 | Time: 2163.66 ms
[2022-03-07 04:25:31 main:574] : INFO : Epoch 1964 | loss: 0.0310897 | val_loss: 0.0311698 | Time: 2162.61 ms
[2022-03-07 04:25:33 main:574] : INFO : Epoch 1965 | loss: 0.0310855 | val_loss: 0.0311656 | Time: 2181.22 ms
[2022-03-07 04:25:35 main:574] : INFO : Epoch 1966 | loss: 0.0310837 | val_loss: 0.0311703 | Time: 2176.18 ms
[2022-03-07 04:25:38 main:574] : INFO : Epoch 1967 | loss: 0.031083 | val_loss: 0.0311691 | Time: 2228.9 ms
[2022-03-07 04:25:40 main:574] : INFO : Epoch 1968 | loss: 0.0310855 | val_loss: 0.0311812 | Time: 2158.77 ms
[2022-03-07 04:25:42 main:574] : INFO : Epoch 1969 | loss: 0.0310842 | val_loss: 0.0311729 | Time: 2187.09 ms
[2022-03-07 04:25:44 main:574] : INFO : Epoch 1970 | loss: 0.0310851 | val_loss: 0.0311676 | Time: 2160.26 ms
[2022-03-07 04:25:46 main:574] : INFO : Epoch 1971 | loss: 0.0310996 | val_loss: 0.0311668 | Time: 2159.91 ms
[2022-03-07 04:25:49 main:574] : INFO : Epoch 1972 | loss: 0.0311198 | val_loss: 0.0311569 | Time: 2163.37 ms
[2022-03-07 04:25:51 main:574] : INFO : Epoch 1973 | loss: 0.0311079 | val_loss: 0.0311593 | Time: 2159.83 ms
[2022-03-07 04:25:53 main:574] : INFO : Epoch 1974 | loss: 0.031099 | val_loss: 0.0311661 | Time: 2159.99 ms
[2022-03-07 04:25:55 main:574] : INFO : Epoch 1975 | loss: 0.0310936 | val_loss: 0.031172 | Time: 2160.02 ms
[2022-03-07 04:25:57 main:574] : INFO : Epoch 1976 | loss: 0.0310914 | val_loss: 0.0311655 | Time: 2161.23 ms
[2022-03-07 04:26:00 main:574] : INFO : Epoch 1977 | loss: 0.0310834 | val_loss: 0.0311633 | Time: 2160.85 ms
[2022-03-07 04:26:02 main:574] : INFO : Epoch 1978 | loss: 0.0310818 | val_loss: 0.0311711 | Time: 2160.59 ms
[2022-03-07 04:26:04 main:574] : INFO : Epoch 1979 | loss: 0.0310879 | val_loss: 0.0311567 | Time: 2162.76 ms
[2022-03-07 04:26:06 main:574] : INFO : Epoch 1980 | loss: 0.0311007 | val_loss: 0.0311682 | Time: 2159.17 ms
[2022-03-07 04:26:08 main:574] : INFO : Epoch 1981 | loss: 0.0310918 | val_loss: 0.0311719 | Time: 2160.24 ms
[2022-03-07 04:26:10 main:574] : INFO : Epoch 1982 | loss: 0.0310857 | val_loss: 0.0311664 | Time: 2162.96 ms
[2022-03-07 04:26:13 main:574] : INFO : Epoch 1983 | loss: 0.0310841 | val_loss: 0.0311677 | Time: 2163.79 ms
[2022-03-07 04:26:15 main:574] : INFO : Epoch 1984 | loss: 0.0310804 | val_loss: 0.0311764 | Time: 2160.42 ms
[2022-03-07 04:26:17 main:574] : INFO : Epoch 1985 | loss: 0.0310815 | val_loss: 0.0311749 | Time: 2162.28 ms
[2022-03-07 04:26:19 main:574] : INFO : Epoch 1986 | loss: 0.0310776 | val_loss: 0.0311715 | Time: 2164.73 ms
[2022-03-07 04:26:21 main:574] : INFO : Epoch 1987 | loss: 0.0310785 | val_loss: 0.0311809 | Time: 2162.6 ms
[2022-03-07 04:26:23 main:574] : INFO : Epoch 1988 | loss: 0.031082 | val_loss: 0.0311699 | Time: 2159.19 ms
[2022-03-07 04:26:25 main:574] : INFO : Epoch 1989 | loss: 0.0310804 | val_loss: 0.0311866 | Time: 2153.43 ms
[2022-03-07 04:26:28 main:574] : INFO : Epoch 1990 | loss: 0.0310773 | val_loss: 0.0311861 | Time: 2160.31 ms
[2022-03-07 04:26:30 main:574] : INFO : Epoch 1991 | loss: 0.0310756 | val_loss: 0.0311776 | Time: 2155.52 ms
[2022-03-07 04:26:32 main:574] : INFO : Epoch 1992 | loss: 0.0310753 | val_loss: 0.03118 | Time: 2155.31 ms
[2022-03-07 04:26:34 main:574] : INFO : Epoch 1993 | loss: 0.0310747 | val_loss: 0.0311831 | Time: 2158.07 ms
[2022-03-07 04:26:36 main:574] : INFO : Epoch 1994 | loss: 0.0310821 | val_loss: 0.0311712 | Time: 2154.99 ms
[2022-03-07 04:26:39 main:574] : INFO : Epoch 1995 | loss: 0.0310876 | val_loss: 0.0311709 | Time: 2154.35 ms
[2022-03-07 04:26:42 main:574] : INFO : Epoch 1996 | loss: 0.031086 | val_loss: 0.0311724 | Time: 2156.69 ms
[2022-03-07 04:26:44 main:574] : INFO : Epoch 1997 | loss: 0.0310798 | val_loss: 0.0311883 | Time: 2159.43 ms
[2022-03-07 04:26:46 main:574] : INFO : Epoch 1998 | loss: 0.031081 | val_loss: 0.0311804 | Time: 2162.1 ms
[2022-03-07 04:26:48 main:574] : INFO : Epoch 1999 | loss: 0.0311065 | val_loss: 0.0311658 | Time: 2161.72 ms
[2022-03-07 04:26:50 main:574] : INFO : Epoch 2000 | loss: 0.0311025 | val_loss: 0.0311658 | Time: 2160.15 ms
[2022-03-07 04:26:52 main:574] : INFO : Epoch 2001 | loss: 0.0310972 | val_loss: 0.0311773 | Time: 2161.38 ms
[2022-03-07 04:26:55 main:574] : INFO : Epoch 2002 | loss: 0.0310968 | val_loss: 0.0311734 | Time: 2160.03 ms
[2022-03-07 04:26:57 main:574] : INFO : Epoch 2003 | loss: 0.0310923 | val_loss: 0.031161 | Time: 2159.71 ms
[2022-03-07 04:26:59 main:574] : INFO : Epoch 2004 | loss: 0.0310859 | val_loss: 0.0311705 | Time: 2161.73 ms
[2022-03-07 04:27:01 main:574] : INFO : Epoch 2005 | loss: 0.0310942 | val_loss: 0.0311651 | Time: 2160.22 ms
[2022-03-07 04:27:03 main:574] : INFO : Epoch 2006 | loss: 0.0310908 | val_loss: 0.0311721 | Time: 2163.97 ms
[2022-03-07 04:27:05 main:574] : INFO : Epoch 2007 | loss: 0.0310871 | val_loss: 0.0311594 | Time: 2161.03 ms
[2022-03-07 04:27:08 main:574] : INFO : Epoch 2008 | loss: 0.0310838 | val_loss: 0.031167 | Time: 2161.89 ms
[2022-03-07 04:27:10 main:574] : INFO : Epoch 2009 | loss: 0.0310926 | val_loss: 0.0311741 | Time: 2160.87 ms
[2022-03-07 04:27:12 main:574] : INFO : Epoch 2010 | loss: 0.0310866 | val_loss: 0.0311711 | Time: 2160.57 ms
[2022-03-07 04:27:14 main:574] : INFO : Epoch 2011 | loss: 0.0310831 | val_loss: 0.0311776 | Time: 2161.08 ms
[2022-03-07 04:27:16 main:574] : INFO : Epoch 2012 | loss: 0.0310797 | val_loss: 0.0311673 | Time: 2161.77 ms
[2022-03-07 04:27:18 main:574] : INFO : Epoch 2013 | loss: 0.031083 | val_loss: 0.0311671 | Time: 2160.83 ms
[2022-03-07 04:27:21 main:574] : INFO : Epoch 2014 | loss: 0.0310899 | val_loss: 0.0311751 | Time: 2160.92 ms
[2022-03-07 04:27:23 main:574] : INFO : Epoch 2015 | loss: 0.0310883 | val_loss: 0.0311612 | Time: 2162.52 ms
[2022-03-07 04:27:25 main:574] : INFO : Epoch 2016 | loss: 0.0310839 | val_loss: 0.03117 | Time: 2160.65 ms
[2022-03-07 04:27:27 main:574] : INFO : Epoch 2017 | loss: 0.0310943 | val_loss: 0.0311585 | Time: 2164.64 ms
[2022-03-07 04:27:29 main:574] : INFO : Epoch 2018 | loss: 0.0310928 | val_loss: 0.0311676 | Time: 2158.74 ms
[2022-03-07 04:27:31 main:574] : INFO : Epoch 2019 | loss: 0.0310847 | val_loss: 0.0311684 | Time: 2162.97 ms
[2022-03-07 04:27:33 main:574] : INFO : Epoch 2020 | loss: 0.0310869 | val_loss: 0.0311721 | Time: 2161.77 ms
[2022-03-07 04:27:36 main:574] : INFO : Epoch 2021 | loss: 0.0310833 | val_loss: 0.0311672 | Time: 2162.47 ms
[2022-03-07 04:27:38 main:574] : INFO : Epoch 2022 | loss: 0.0310819 | val_loss: 0.0311678 | Time: 2164.04 ms
[2022-03-07 04:27:40 main:574] : INFO : Epoch 2023 | loss: 0.0310819 | val_loss: 0.0311669 | Time: 2161.73 ms
[2022-03-07 04:27:42 main:574] : INFO : Epoch 2024 | loss: 0.031088 | val_loss: 0.0311723 | Time: 2159.03 ms
[2022-03-07 04:27:44 main:574] : INFO : Epoch 2025 | loss: 0.0310821 | val_loss: 0.0311641 | Time: 2161.6 ms
[2022-03-07 04:27:46 main:574] : INFO : Epoch 2026 | loss: 0.0310793 | val_loss: 0.0311706 | Time: 2158.24 ms
[2022-03-07 04:27:49 main:574] : INFO : Epoch 2027 | loss: 0.0310817 | val_loss: 0.0311786 | Time: 2160.65 ms
[2022-03-07 04:27:51 main:574] : INFO : Epoch 2028 | loss: 0.0311052 | val_loss: 0.0311676 | Time: 2161.74 ms
[2022-03-07 04:27:53 main:574] : INFO : Epoch 2029 | loss: 0.0311037 | val_loss: 0.0311677 | Time: 2163.2 ms
[2022-03-07 04:27:55 main:574] : INFO : Epoch 2030 | loss: 0.0311105 | val_loss: 0.0311616 | Time: 2161.12 ms
[2022-03-07 04:27:57 main:574] : INFO : Epoch 2031 | loss: 0.0311058 | val_loss: 0.0311623 | Time: 2162.84 ms
[2022-03-07 04:27:59 main:574] : INFO : Epoch 2032 | loss: 0.0311064 | val_loss: 0.0311678 | Time: 2162.08 ms
[2022-03-07 04:28:02 main:574] : INFO : Epoch 2033 | loss: 0.0311012 | val_loss: 0.0311696 | Time: 2161.73 ms
[2022-03-07 04:28:04 main:574] : INFO : Epoch 2034 | loss: 0.031096 | val_loss: 0.0311706 | Time: 2164.13 ms
[2022-03-07 04:28:06 main:574] : INFO : Epoch 2035 | loss: 0.0310965 | val_loss: 0.0311602 | Time: 2160.45 ms
[2022-03-07 04:28:08 main:574] : INFO : Epoch 2036 | loss: 0.0310952 | val_loss: 0.0311591 | Time: 2161.23 ms
[2022-03-07 04:28:10 main:574] : INFO : Epoch 2037 | loss: 0.0310938 | val_loss: 0.031165 | Time: 2163.03 ms
[2022-03-07 04:28:12 main:574] : INFO : Epoch 2038 | loss: 0.0310906 | val_loss: 0.031166 | Time: 2162.86 ms
[2022-03-07 04:28:15 main:574] : INFO : Epoch 2039 | loss: 0.0311005 | val_loss: 0.031167 | Time: 2164.81 ms
[2022-03-07 04:28:17 main:574] : INFO : Epoch 2040 | loss: 0.0310931 | val_loss: 0.0311629 | Time: 2163.11 ms
[2022-03-07 04:28:19 main:574] : INFO : Epoch 2041 | loss: 0.0310928 | val_loss: 0.0311673 | Time: 2159.95 ms
[2022-03-07 04:28:21 main:574] : INFO : Epoch 2042 | loss: 0.0310903 | val_loss: 0.031175 | Time: 2161.2 ms
[2022-03-07 04:28:23 main:574] : INFO : Epoch 2043 | loss: 0.0310864 | val_loss: 0.0311674 | Time: 2160.48 ms
[2022-03-07 04:28:25 main:574] : INFO : Epoch 2044 | loss: 0.0310852 | val_loss: 0.0311734 | Time: 2161.87 ms
[2022-03-07 04:28:28 main:574] : INFO : Epoch 2045 | loss: 0.031086 | val_loss: 0.0311759 | Time: 2162.75 ms
[2022-03-07 04:28:30 main:574] : INFO : Epoch 2046 | loss: 0.0310828 | val_loss: 0.0311696 | Time: 2161.84 ms
[2022-03-07 04:28:32 main:574] : INFO : Epoch 2047 | loss: 0.0310818 | val_loss: 0.0311669 | Time: 2164.33 ms
[2022-03-07 04:28:34 main:574] : INFO : Epoch 2048 | loss: 0.0310789 | val_loss: 0.0311648 | Time: 2164.5 ms
[2022-03-07 04:28:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311648
[2022-03-07 04:28:34 main:603] : INFO : Saving end state to config to file
[2022-03-07 04:28:34 main:608] : INFO : Success, exiting..
04:28:34 (10584): 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)