Task 13385065
| Name | ParityModified-1647045951-6112-0_1 |
| Workunit | 10097707 |
| Created | 18 Mar 2022, 18:38:55 UTC |
| Sent | 18 Mar 2022, 19:30:45 UTC |
| Report deadline | 26 Mar 2022, 19:30:45 UTC |
| Received | 19 Mar 2022, 19:54:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 3 hours 6 min 33 sec |
| CPU time | 3 hours 2 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,068.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311097 | val_loss: 0.0311693 | Time: 5331.19 ms [2022-03-19 11:56:40 main:574] : INFO : Epoch 1543 | loss: 0.0311103 | val_loss: 0.0311857 | Time: 5344.72 ms [2022-03-19 11:56:45 main:574] : INFO : Epoch 1544 | loss: 0.0311085 | val_loss: 0.0311717 | Time: 5409.64 ms [2022-03-19 11:56:50 main:574] : INFO : Epoch 1545 | loss: 0.0311032 | val_loss: 0.0311719 | Time: 5378.61 ms [2022-03-19 11:56:56 main:574] : INFO : Epoch 1546 | loss: 0.0311068 | val_loss: 0.0311789 | Time: 5723.85 ms [2022-03-19 11:57:02 main:574] : INFO : Epoch 1547 | loss: 0.0311061 | val_loss: 0.0311757 | Time: 5400.67 ms [2022-03-19 11:57:07 main:574] : INFO : Epoch 1548 | loss: 0.0311065 | val_loss: 0.0311763 | Time: 5365.38 ms [2022-03-19 11:57:13 main:574] : INFO : Epoch 1549 | loss: 0.031108 | val_loss: 0.0311739 | Time: 5590.04 ms [2022-03-19 11:57:18 main:574] : INFO : Epoch 1550 | loss: 0.0311045 | val_loss: 0.0311714 | Time: 5828.5 ms [2022-03-19 11:57:24 main:574] : INFO : Epoch 1551 | loss: 0.0311056 | val_loss: 0.0311767 | Time: 5506.14 ms [2022-03-19 11:57:29 main:574] : INFO : Epoch 1552 | loss: 0.0311029 | val_loss: 0.0311721 | Time: 5357.53 ms [2022-03-19 11:57:35 main:574] : INFO : Epoch 1553 | loss: 0.0311042 | val_loss: 0.0311813 | Time: 5349.99 ms [2022-03-19 11:57:40 main:574] : INFO : Epoch 1554 | loss: 0.0311132 | val_loss: 0.0311742 | Time: 5347.4 ms [2022-03-19 11:57:45 main:574] : INFO : Epoch 1555 | loss: 0.0311049 | val_loss: 0.0311745 | Time: 5373.46 ms [2022-03-19 11:57:51 main:574] : INFO : Epoch 1556 | loss: 0.0311051 | val_loss: 0.0311717 | Time: 5333.45 ms [2022-03-19 11:57:56 main:574] : INFO : Epoch 1557 | loss: 0.0311131 | val_loss: 0.0311666 | Time: 5430.78 ms [2022-03-19 11:58:02 main:574] : INFO : Epoch 1558 | loss: 0.0311272 | val_loss: 0.0311647 | Time: 5453.69 ms [2022-03-19 11:58:07 main:574] : INFO : Epoch 1559 | loss: 0.0311262 | val_loss: 0.0311662 | Time: 5465.16 ms [2022-03-19 11:58:13 main:574] : INFO : Epoch 1560 | loss: 0.0311214 | val_loss: 0.0311622 | Time: 5422.1 ms [2022-03-19 11:58:18 main:574] : INFO : Epoch 1561 | loss: 0.0311178 | val_loss: 0.0311597 | Time: 5393.58 ms [2022-03-19 11:58:23 main:574] : INFO : Epoch 1562 | loss: 0.0311161 | val_loss: 0.0311684 | Time: 5457.83 ms [2022-03-19 11:58:29 main:574] : INFO : Epoch 1563 | loss: 0.0311111 | val_loss: 0.0311661 | Time: 5293.78 ms [2022-03-19 11:58:34 main:574] : INFO : Epoch 1564 | loss: 0.0311071 | val_loss: 0.0311647 | Time: 5351.82 ms [2022-03-19 11:58:39 main:574] : INFO : Epoch 1565 | loss: 0.0311049 | val_loss: 0.031163 | Time: 5353.9 ms [2022-03-19 11:58:45 main:574] : INFO : Epoch 1566 | loss: 0.0311061 | val_loss: 0.0311848 | Time: 5320.22 ms [2022-03-19 11:58:50 main:574] : INFO : Epoch 1567 | loss: 0.0311073 | val_loss: 0.0311678 | Time: 5352.4 ms [2022-03-19 11:58:56 main:574] : INFO : Epoch 1568 | loss: 0.0311016 | val_loss: 0.0311685 | Time: 5404.3 ms [2022-03-19 11:59:01 main:574] : INFO : Epoch 1569 | loss: 0.0311022 | val_loss: 0.0311724 | Time: 5387.87 ms [2022-03-19 11:59:06 main:574] : INFO : Epoch 1570 | loss: 0.0311056 | val_loss: 0.0311783 | Time: 5427.69 ms [2022-03-19 11:59:12 main:574] : INFO : Epoch 1571 | loss: 0.0311047 | val_loss: 0.0311747 | Time: 5607.77 ms [2022-03-19 11:59:17 main:574] : INFO : Epoch 1572 | loss: 0.0311041 | val_loss: 0.0311706 | Time: 5428.99 ms [2022-03-19 11:59:23 main:574] : INFO : Epoch 1573 | loss: 0.0311003 | val_loss: 0.0311702 | Time: 5415.2 ms [2022-03-19 11:59:28 main:574] : INFO : Epoch 1574 | loss: 0.0310981 | val_loss: 0.0311758 | Time: 5332.03 ms [2022-03-19 11:59:34 main:574] : INFO : Epoch 1575 | loss: 0.031102 | val_loss: 0.0311655 | Time: 5374.16 ms [2022-03-19 11:59:39 main:574] : INFO : Epoch 1576 | loss: 0.0311023 | val_loss: 0.0311692 | Time: 5358.53 ms [2022-03-19 11:59:44 main:574] : INFO : Epoch 1577 | loss: 0.0311062 | val_loss: 0.0311655 | Time: 5364.25 ms [2022-03-19 11:59:50 main:574] : INFO : Epoch 1578 | loss: 0.0311098 | val_loss: 0.0311612 | Time: 5359.29 ms [2022-03-19 11:59:55 main:574] : INFO : Epoch 1579 | loss: 0.0311047 | val_loss: 0.0311667 | Time: 5390.36 ms [2022-03-19 12:00:00 main:574] : INFO : Epoch 1580 | loss: 0.0311008 | val_loss: 0.0311736 | Time: 5348.7 ms [2022-03-19 12:00:06 main:574] : INFO : Epoch 1581 | loss: 0.0311066 | val_loss: 0.0311713 | Time: 5324.16 ms [2022-03-19 12:00:11 main:574] : INFO : Epoch 1582 | loss: 0.0311104 | val_loss: 0.0311699 | Time: 5385.98 ms [2022-03-19 12:00:16 main:574] : INFO : Epoch 1583 | loss: 0.0311074 | val_loss: 0.0311691 | Time: 5367.03 ms [2022-03-19 12:00:22 main:574] : INFO : Epoch 1584 | loss: 0.0311103 | val_loss: 0.0311777 | Time: 5298.3 ms [2022-03-19 12:00:27 main:574] : INFO : Epoch 1585 | loss: 0.0311095 | val_loss: 0.0311753 | Time: 5394.68 ms [2022-03-19 12:00:33 main:574] : INFO : Epoch 1586 | loss: 0.0311097 | val_loss: 0.0311767 | Time: 5304.19 ms [2022-03-19 12:00:38 main:574] : INFO : Epoch 1587 | loss: 0.0311074 | val_loss: 0.031169 | Time: 5357.11 ms [2022-03-19 12:00:43 main:574] : INFO : Epoch 1588 | loss: 0.0311035 | val_loss: 0.0311708 | Time: 5309.91 ms [2022-03-19 12:00:49 main:574] : INFO : Epoch 1589 | loss: 0.0311024 | val_loss: 0.0311757 | Time: 5380.33 ms [2022-03-19 12:00:54 main:574] : INFO : Epoch 1590 | loss: 0.0311022 | val_loss: 0.0311687 | Time: 5332.88 ms [2022-03-19 12:00:59 main:574] : INFO : Epoch 1591 | loss: 0.0311056 | val_loss: 0.0311679 | Time: 5399.82 ms [2022-03-19 12:01:05 main:574] : INFO : Epoch 1592 | loss: 0.0311093 | val_loss: 0.0311674 | Time: 5328.3 ms [2022-03-19 12:01:10 main:574] : INFO : Epoch 1593 | loss: 0.0311081 | val_loss: 0.0311761 | Time: 5541.09 ms [2022-03-19 12:01:16 main:574] : INFO : Epoch 1594 | loss: 0.0311037 | val_loss: 0.0311733 | Time: 5628.96 ms [2022-03-19 12:01:22 main:574] : INFO : Epoch 1595 | loss: 0.0311061 | val_loss: 0.0311695 | Time: 5712.31 ms [2022-03-19 12:01:27 main:574] : INFO : Epoch 1596 | loss: 0.0311125 | val_loss: 0.031181 | Time: 5378.64 ms [2022-03-19 12:01:32 main:574] : INFO : Epoch 1597 | loss: 0.0311081 | val_loss: 0.0311728 | Time: 5386.35 ms [2022-03-19 12:01:38 main:574] : INFO : Epoch 1598 | loss: 0.0311075 | val_loss: 0.0311709 | Time: 5344.55 ms [2022-03-19 12:01:43 main:574] : INFO : Epoch 1599 | loss: 0.0311042 | val_loss: 0.0311707 | Time: 5385.16 ms [2022-03-19 12:01:48 main:574] : INFO : Epoch 1600 | loss: 0.0311069 | val_loss: 0.0311732 | Time: 5378.26 ms [2022-03-19 12:01:54 main:574] : INFO : Epoch 1601 | loss: 0.0311059 | val_loss: 0.0311769 | Time: 5333.42 ms [2022-03-19 12:01:59 main:574] : INFO : Epoch 1602 | loss: 0.0311055 | val_loss: 0.0311707 | Time: 5359.18 ms [2022-03-19 12:02:05 main:574] : INFO : Epoch 1603 | loss: 0.0311012 | val_loss: 0.0311709 | Time: 5360.43 ms [2022-03-19 12:02:10 main:574] : INFO : Epoch 1604 | loss: 0.0311065 | val_loss: 0.0311784 | Time: 5323.61 ms [2022-03-19 12:02:15 main:574] : INFO : Epoch 1605 | loss: 0.0311034 | val_loss: 0.0311784 | Time: 5335.49 ms [2022-03-19 12:02:21 main:574] : INFO : Epoch 1606 | loss: 0.0311052 | val_loss: 0.0311743 | Time: 5372.2 ms [2022-03-19 12:02:26 main:574] : INFO : Epoch 1607 | loss: 0.0311011 | val_loss: 0.0311721 | Time: 5349.79 ms [2022-03-19 12:02:31 main:574] : INFO : Epoch 1608 | loss: 0.0310989 | val_loss: 0.0311733 | Time: 5399.51 ms [2022-03-19 12:02:37 main:574] : INFO : Epoch 1609 | loss: 0.0311007 | val_loss: 0.0311728 | Time: 5374.23 ms [2022-03-19 12:02:42 main:574] : INFO : Epoch 1610 | loss: 0.0310986 | val_loss: 0.0311747 | Time: 5358.96 ms [2022-03-19 12:02:47 main:574] : INFO : Epoch 1611 | loss: 0.0310995 | val_loss: 0.0311722 | Time: 5351.68 ms [2022-03-19 12:02:53 main:574] : INFO : Epoch 1612 | loss: 0.0310974 | val_loss: 0.0311755 | Time: 5356.89 ms [2022-03-19 12:02:58 main:574] : INFO : Epoch 1613 | loss: 0.0311046 | val_loss: 0.0311706 | Time: 5357.58 ms [2022-03-19 12:03:03 main:574] : INFO : Epoch 1614 | loss: 0.0311068 | val_loss: 0.0311767 | Time: 5303.96 ms [2022-03-19 12:03:09 main:574] : INFO : Epoch 1615 | loss: 0.0311103 | val_loss: 0.0311814 | Time: 5378.91 ms [2022-03-19 12:03:14 main:574] : INFO : Epoch 1616 | loss: 0.031104 | val_loss: 0.0311782 | Time: 5349.09 ms [2022-03-19 12:03:20 main:574] : INFO : Epoch 1617 | loss: 0.0311021 | val_loss: 0.0311751 | Time: 5462.91 ms [2022-03-19 12:03:25 main:574] : INFO : Epoch 1618 | loss: 0.0311069 | val_loss: 0.0311681 | Time: 5551.12 ms [2022-03-19 12:03:31 main:574] : INFO : Epoch 1619 | loss: 0.0311054 | val_loss: 0.0311709 | Time: 5405.85 ms [2022-03-19 12:03:36 main:574] : INFO : Epoch 1620 | loss: 0.0310999 | val_loss: 0.0311785 | Time: 5404.38 ms [2022-03-19 12:03:41 main:574] : INFO : Epoch 1621 | loss: 0.031105 | val_loss: 0.0311657 | Time: 5405.74 ms [2022-03-19 12:03:47 main:574] : INFO : Epoch 1622 | loss: 0.0310988 | val_loss: 0.0311842 | Time: 5518.58 ms [2022-03-19 12:03:52 main:574] : INFO : Epoch 1623 | loss: 0.0311024 | val_loss: 0.0311726 | Time: 5383.03 ms [2022-03-19 12:03:58 main:574] : INFO : Epoch 1624 | loss: 0.0311055 | val_loss: 0.0311681 | Time: 5313.73 ms [2022-03-19 12:04:03 main:574] : INFO : Epoch 1625 | loss: 0.0311022 | val_loss: 0.0311681 | Time: 5323.88 ms [2022-03-19 12:04:08 main:574] : INFO : Epoch 1626 | loss: 0.0311024 | val_loss: 0.031173 | Time: 5392.08 ms [2022-03-19 12:04:14 main:574] : INFO : Epoch 1627 | loss: 0.0311008 | val_loss: 0.0311712 | Time: 5399.1 ms [2022-03-19 12:04:19 main:574] : INFO : Epoch 1628 | loss: 0.0310986 | val_loss: 0.0311851 | Time: 5378.57 ms [2022-03-19 12:04:25 main:574] : INFO : Epoch 1629 | loss: 0.0311009 | val_loss: 0.0311799 | Time: 5330.71 ms [2022-03-19 12:04:30 main:574] : INFO : Epoch 1630 | loss: 0.0311203 | val_loss: 0.031185 | Time: 5374.7 ms [2022-03-19 12:04:35 main:574] : INFO : Epoch 1631 | loss: 0.0311228 | val_loss: 0.0311657 | Time: 5378.11 ms [2022-03-19 12:04:41 main:574] : INFO : Epoch 1632 | loss: 0.031114 | val_loss: 0.0311652 | Time: 5395.88 ms [2022-03-19 12:04:46 main:574] : INFO : Epoch 1633 | loss: 0.0311053 | val_loss: 0.0311675 | Time: 5329.4 ms [2022-03-19 12:04:51 main:574] : INFO : Epoch 1634 | loss: 0.0311047 | val_loss: 0.031178 | Time: 5333.43 ms [2022-03-19 12:04:57 main:574] : INFO : Epoch 1635 | loss: 0.0311029 | val_loss: 0.0311671 | Time: 5339.4 ms [2022-03-19 12:05:02 main:574] : INFO : Epoch 1636 | loss: 0.0311007 | val_loss: 0.0311761 | Time: 5405.79 ms [2022-03-19 12:05:08 main:574] : INFO : Epoch 1637 | loss: 0.0310991 | val_loss: 0.0311731 | Time: 5355.82 ms [2022-03-19 12:05:13 main:574] : INFO : Epoch 1638 | loss: 0.0310968 | val_loss: 0.0311732 | Time: 5399.66 ms [2022-03-19 12:05:18 main:574] : INFO : Epoch 1639 | loss: 0.0311001 | val_loss: 0.0311775 | Time: 5427.12 ms [2022-03-19 12:05:24 main:574] : INFO : Epoch 1640 | loss: 0.0311014 | val_loss: 0.0311757 | Time: 5406.54 ms [2022-03-19 12:05:29 main:574] : INFO : Epoch 1641 | loss: 0.0311009 | val_loss: 0.0311691 | Time: 5335.87 ms [2022-03-19 12:05:34 main:574] : INFO : Epoch 1642 | loss: 0.0310975 | val_loss: 0.0311721 | Time: 5348.06 ms [2022-03-19 12:05:40 main:574] : INFO : Epoch 1643 | loss: 0.0310987 | val_loss: 0.0311852 | Time: 5400.52 ms [2022-03-19 12:05:45 main:574] : INFO : Epoch 1644 | loss: 0.0311021 | val_loss: 0.0311754 | Time: 5375.73 ms [2022-03-19 12:05:51 main:574] : INFO : Epoch 1645 | loss: 0.0310974 | val_loss: 0.0311735 | Time: 5342.98 ms [2022-03-19 12:05:56 main:574] : INFO : Epoch 1646 | loss: 0.0310968 | val_loss: 0.0311739 | Time: 5391.53 ms [2022-03-19 12:06:01 main:574] : INFO : Epoch 1647 | loss: 0.0310962 | val_loss: 0.0311747 | Time: 5361.32 ms [2022-03-19 12:06:07 main:574] : INFO : Epoch 1648 | loss: 0.0310954 | val_loss: 0.0311793 | Time: 5372.54 ms [2022-03-19 12:06:12 main:574] : INFO : Epoch 1649 | loss: 0.0310945 | val_loss: 0.0311775 | Time: 5320.99 ms [2022-03-19 12:06:18 main:574] : INFO : Epoch 1650 | loss: 0.0311013 | val_loss: 0.0311726 | Time: 5433.19 ms [2022-03-19 12:06:23 main:574] : INFO : Epoch 1651 | loss: 0.0310987 | val_loss: 0.0311813 | Time: 5399.83 ms [2022-03-19 12:06:28 main:574] : INFO : Epoch 1652 | loss: 0.0310983 | val_loss: 0.0311751 | Time: 5405.91 ms [2022-03-19 12:06:34 main:574] : INFO : Epoch 1653 | loss: 0.0310966 | val_loss: 0.0311769 | Time: 5371.99 ms [2022-03-19 12:06:39 main:574] : INFO : Epoch 1654 | loss: 0.0311013 | val_loss: 0.0311755 | Time: 5321.98 ms [2022-03-19 12:06:44 main:574] : INFO : Epoch 1655 | loss: 0.0310984 | val_loss: 0.031175 | Time: 5341.42 ms [2022-03-19 12:06:50 main:574] : INFO : Epoch 1656 | loss: 0.031099 | val_loss: 0.0311797 | Time: 5455.24 ms [2022-03-19 12:06:55 main:574] : INFO : Epoch 1657 | loss: 0.0310987 | val_loss: 0.0311743 | Time: 5441.64 ms [2022-03-19 12:07:01 main:574] : INFO : Epoch 1658 | loss: 0.0310974 | val_loss: 0.0311704 | Time: 5390.43 ms [2022-03-19 12:07:06 main:574] : INFO : Epoch 1659 | loss: 0.0310976 | val_loss: 0.0311714 | Time: 5405.12 ms [2022-03-19 12:07:12 main:574] : INFO : Epoch 1660 | loss: 0.031103 | val_loss: 0.0311727 | Time: 5404.27 ms [2022-03-19 12:07:17 main:574] : INFO : Epoch 1661 | loss: 0.0311053 | val_loss: 0.0311686 | Time: 5439.93 ms [2022-03-19 12:07:22 main:574] : INFO : Epoch 1662 | loss: 0.0311013 | val_loss: 0.0311774 | Time: 5365.06 ms [2022-03-19 12:07:28 main:574] : INFO : Epoch 1663 | loss: 0.0311015 | val_loss: 0.0311732 | Time: 5416.85 ms [2022-03-19 12:07:33 main:574] : INFO : Epoch 1664 | loss: 0.0311019 | val_loss: 0.031174 | Time: 5329.27 ms [2022-03-19 12:07:39 main:574] : INFO : Epoch 1665 | loss: 0.0310974 | val_loss: 0.0311694 | Time: 5432.34 ms [2022-03-19 12:07:44 main:574] : INFO : Epoch 1666 | loss: 0.0310932 | val_loss: 0.031182 | Time: 5352.24 ms [2022-03-19 12:07:50 main:574] : INFO : Epoch 1667 | loss: 0.0310964 | val_loss: 0.0311755 | Time: 5639.74 ms [2022-03-19 12:07:55 main:574] : INFO : Epoch 1668 | loss: 0.0310956 | val_loss: 0.031178 | Time: 5436.31 ms [2022-03-19 12:08:00 main:574] : INFO : Epoch 1669 | loss: 0.0310951 | val_loss: 0.0311764 | Time: 5408.58 ms [2022-03-19 12:08:06 main:574] : INFO : Epoch 1670 | loss: 0.0310966 | val_loss: 0.0311735 | Time: 5376.79 ms [2022-03-19 12:08:11 main:574] : INFO : Epoch 1671 | loss: 0.0310953 | val_loss: 0.0311808 | Time: 5378.92 ms [2022-03-19 12:08:17 main:574] : INFO : Epoch 1672 | loss: 0.0310945 | val_loss: 0.0311742 | Time: 5370 ms [2022-03-19 12:08:22 main:574] : INFO : Epoch 1673 | loss: 0.0310946 | val_loss: 0.0311776 | Time: 5388.82 ms [2022-03-19 12:08:27 main:574] : INFO : Epoch 1674 | loss: 0.0310943 | val_loss: 0.0311786 | Time: 5380.49 ms [2022-03-19 12:08:33 main:574] : INFO : Epoch 1675 | loss: 0.031097 | val_loss: 0.0311777 | Time: 5328.72 ms [2022-03-19 12:08:38 main:574] : INFO : Epoch 1676 | loss: 0.031097 | val_loss: 0.0311819 | Time: 5349.13 ms [2022-03-19 12:08:43 main:574] : INFO : Epoch 1677 | loss: 0.031104 | val_loss: 0.0311755 | Time: 5352.28 ms [2022-03-19 12:08:49 main:574] : INFO : Epoch 1678 | loss: 0.0311089 | val_loss: 0.031175 | Time: 5431.16 ms [2022-03-19 12:08:54 main:574] : INFO : Epoch 1679 | loss: 0.0311103 | val_loss: 0.0311792 | Time: 5357.93 ms [2022-03-19 12:09:00 main:574] : INFO : Epoch 1680 | loss: 0.0311018 | val_loss: 0.0311658 | Time: 5424.2 ms [2022-03-19 12:09:05 main:574] : INFO : Epoch 1681 | loss: 0.031102 | val_loss: 0.0311735 | Time: 5564.64 ms [2022-03-19 12:09:11 main:574] : INFO : Epoch 1682 | loss: 0.0310987 | val_loss: 0.0311858 | Time: 5408.88 ms [2022-03-19 12:09:16 main:574] : INFO : Epoch 1683 | loss: 0.0311004 | val_loss: 0.0311687 | Time: 5420.72 ms [2022-03-19 12:09:21 main:574] : INFO : Epoch 1684 | loss: 0.0311145 | val_loss: 0.0311813 | Time: 5348.55 ms [2022-03-19 12:09:27 main:574] : INFO : Epoch 1685 | loss: 0.0311119 | val_loss: 0.0311676 | Time: 5382.6 ms [2022-03-19 12:09:32 main:574] : INFO : Epoch 1686 | loss: 0.0311043 | val_loss: 0.0311727 | Time: 5418.74 ms [2022-03-19 12:09:38 main:574] : INFO : Epoch 1687 | loss: 0.0311091 | val_loss: 0.031168 | Time: 5377.94 ms [2022-03-19 12:09:43 main:574] : INFO : Epoch 1688 | loss: 0.031105 | val_loss: 0.0311722 | Time: 5412.56 ms [2022-03-19 12:09:48 main:574] : INFO : Epoch 1689 | loss: 0.0311043 | val_loss: 0.0311761 | Time: 5453.45 ms [2022-03-19 12:09:54 main:574] : INFO : Epoch 1690 | loss: 0.0311057 | val_loss: 0.0311695 | Time: 5361.21 ms [2022-03-19 12:09:59 main:574] : INFO : Epoch 1691 | loss: 0.0310967 | val_loss: 0.0311776 | Time: 5357.81 ms [2022-03-19 12:10:05 main:574] : INFO : Epoch 1692 | loss: 0.0311019 | val_loss: 0.0311661 | Time: 5346.75 ms [2022-03-19 12:10:10 main:574] : INFO : Epoch 1693 | loss: 0.0311025 | val_loss: 0.0311742 | Time: 5415.68 ms [2022-03-19 12:10:15 main:574] : INFO : Epoch 1694 | loss: 0.0311012 | val_loss: 0.0311752 | Time: 5370.2 ms [2022-03-19 12:10:21 main:574] : INFO : Epoch 1695 | loss: 0.0310967 | val_loss: 0.0311734 | Time: 5314.37 ms [2022-03-19 12:10:26 main:574] : INFO : Epoch 1696 | loss: 0.0310956 | val_loss: 0.0311734 | Time: 5375.3 ms [2022-03-19 12:10:31 main:574] : INFO : Epoch 1697 | loss: 0.0311 | val_loss: 0.0311816 | Time: 5329.91 ms [2022-03-19 12:10:37 main:574] : INFO : Epoch 1698 | loss: 0.0310966 | val_loss: 0.0311765 | Time: 5397.13 ms [2022-03-19 12:10:42 main:574] : INFO : Epoch 1699 | loss: 0.0310961 | val_loss: 0.0311747 | Time: 5345.94 ms [2022-03-19 12:10:48 main:574] : INFO : Epoch 1700 | loss: 0.0310954 | val_loss: 0.0311762 | Time: 5436.98 ms [2022-03-19 12:10:53 main:574] : INFO : Epoch 1701 | loss: 0.031094 | val_loss: 0.0311728 | Time: 5349.27 ms [2022-03-19 12:10:58 main:574] : INFO : Epoch 1702 | loss: 0.0310945 | val_loss: 0.0311725 | Time: 5378.49 ms [2022-03-19 12:11:04 main:574] : INFO : Epoch 1703 | loss: 0.0310935 | val_loss: 0.0311726 | Time: 5379.94 ms [2022-03-19 12:11:09 main:574] : INFO : Epoch 1704 | loss: 0.0310946 | val_loss: 0.0311783 | Time: 5408.66 ms [2022-03-19 12:11:14 main:574] : INFO : Epoch 1705 | loss: 0.0310978 | val_loss: 0.0311807 | Time: 5333.28 ms [2022-03-19 12:11:20 main:574] : INFO : Epoch 1706 | loss: 0.0310975 | val_loss: 0.0311703 | Time: 5350.63 ms [2022-03-19 12:11:25 main:574] : INFO : Epoch 1707 | loss: 0.0310975 | val_loss: 0.0311834 | Time: 5325.58 ms [2022-03-19 12:11:31 main:574] : INFO : Epoch 1708 | loss: 0.0310941 | val_loss: 0.0311753 | Time: 5415.66 ms [2022-03-19 12:11:36 main:574] : INFO : Epoch 1709 | loss: 0.0310957 | val_loss: 0.0311718 | Time: 5405.72 ms [2022-03-19 12:11:41 main:574] : INFO : Epoch 1710 | loss: 0.0311155 | val_loss: 0.0311715 | Time: 5349.23 ms [2022-03-19 12:11:47 main:574] : INFO : Epoch 1711 | loss: 0.0311074 | val_loss: 0.031167 | Time: 5534.17 ms [2022-03-19 12:11:52 main:574] : INFO : Epoch 1712 | loss: 0.031107 | val_loss: 0.0311706 | Time: 5389.88 ms [2022-03-19 12:11:58 main:574] : INFO : Epoch 1713 | loss: 0.0311092 | val_loss: 0.031182 | Time: 5338.53 ms [2022-03-19 12:12:03 main:574] : INFO : Epoch 1714 | loss: 0.0310995 | val_loss: 0.0311761 | Time: 5377.51 ms [2022-03-19 12:12:08 main:574] : INFO : Epoch 1715 | loss: 0.0310957 | val_loss: 0.0311727 | Time: 5424.98 ms [2022-03-19 12:12:14 main:574] : INFO : Epoch 1716 | loss: 0.0311061 | val_loss: 0.0311791 | Time: 5353.64 ms [2022-03-19 12:12:19 main:574] : INFO : Epoch 1717 | loss: 0.0311353 | val_loss: 0.0311756 | Time: 5320.32 ms [2022-03-19 12:12:24 main:574] : INFO : Epoch 1718 | loss: 0.0311342 | val_loss: 0.0311658 | Time: 5344.96 ms [2022-03-19 12:12:30 main:574] : INFO : Epoch 1719 | loss: 0.0311288 | val_loss: 0.0311636 | Time: 5371.35 ms [2022-03-19 12:12:35 main:574] : INFO : Epoch 1720 | loss: 0.0311234 | val_loss: 0.0311641 | Time: 5426.81 ms [2022-03-19 12:12:41 main:574] : INFO : Epoch 1721 | loss: 0.0311165 | val_loss: 0.0311651 | Time: 5342.19 ms [2022-03-19 12:12:46 main:574] : INFO : Epoch 1722 | loss: 0.0311142 | val_loss: 0.0311684 | Time: 5385.02 ms [2022-03-19 12:12:51 main:574] : INFO : Epoch 1723 | loss: 0.0311104 | val_loss: 0.0311659 | Time: 5437.49 ms [2022-03-19 12:12:57 main:574] : INFO : Epoch 1724 | loss: 0.0311106 | val_loss: 0.0311673 | Time: 5420.01 ms [2022-03-19 12:13:02 main:574] : INFO : Epoch 1725 | loss: 0.0311114 | val_loss: 0.0311702 | Time: 5470.15 ms [2022-03-19 12:13:08 main:574] : INFO : Epoch 1726 | loss: 0.0311054 | val_loss: 0.0311688 | Time: 5493.43 ms [2022-03-19 12:13:13 main:574] : INFO : Epoch 1727 | loss: 0.0311046 | val_loss: 0.0311706 | Time: 5439.29 ms [2022-03-19 12:13:19 main:574] : INFO : Epoch 1728 | loss: 0.0311035 | val_loss: 0.0311698 | Time: 5384 ms [2022-03-19 12:13:24 main:574] : INFO : Epoch 1729 | loss: 0.0311006 | val_loss: 0.0311776 | Time: 5351.85 ms [2022-03-19 12:13:29 main:574] : INFO : Epoch 1730 | loss: 0.0311021 | val_loss: 0.0311681 | Time: 5395.16 ms [2022-03-19 12:13:35 main:574] : INFO : Epoch 1731 | loss: 0.0310983 | val_loss: 0.0311728 | Time: 5427.64 ms [2022-03-19 12:13:40 main:574] : INFO : Epoch 1732 | loss: 0.0311011 | val_loss: 0.0311646 | Time: 5380.14 ms [2022-03-19 12:13:46 main:574] : INFO : Epoch 1733 | loss: 0.0310997 | val_loss: 0.0311724 | Time: 5749.35 ms [2022-03-19 12:13:52 main:574] : INFO : Epoch 1734 | loss: 0.0311016 | val_loss: 0.0311648 | Time: 5593.79 ms [2022-03-19 12:13:57 main:574] : INFO : Epoch 1735 | loss: 0.0311003 | val_loss: 0.0311703 | Time: 5445.31 ms [2022-03-19 12:14:03 main:574] : INFO : Epoch 1736 | loss: 0.0311009 | val_loss: 0.0311722 | Time: 5412.74 ms [2022-03-19 12:14:08 main:574] : INFO : Epoch 1737 | loss: 0.0311012 | val_loss: 0.0311734 | Time: 5438.29 ms [2022-03-19 12:14:13 main:574] : INFO : Epoch 1738 | loss: 0.0311026 | val_loss: 0.0311675 | Time: 5431.98 ms [2022-03-19 12:14:19 main:574] : INFO : Epoch 1739 | loss: 0.031099 | val_loss: 0.0311689 | Time: 5355.72 ms [2022-03-19 12:14:24 main:574] : INFO : Epoch 1740 | loss: 0.0310995 | val_loss: 0.0311697 | Time: 5387.67 ms [2022-03-19 12:14:30 main:574] : INFO : Epoch 1741 | loss: 0.0310951 | val_loss: 0.0311671 | Time: 5445.29 ms [2022-03-19 12:14:35 main:574] : INFO : Epoch 1742 | loss: 0.0310957 | val_loss: 0.0311708 | Time: 5397.45 ms [2022-03-19 12:14:40 main:574] : INFO : Epoch 1743 | loss: 0.0310988 | val_loss: 0.0311846 | Time: 5408.84 ms [2022-03-19 12:14:46 main:574] : INFO : Epoch 1744 | loss: 0.0311001 | val_loss: 0.0311733 | Time: 5356.81 ms [2022-03-19 12:14:51 main:574] : INFO : Epoch 1745 | loss: 0.0310988 | val_loss: 0.0311724 | Time: 5373.49 ms [2022-03-19 12:14:57 main:574] : INFO : Epoch 1746 | loss: 0.0310969 | val_loss: 0.0311741 | Time: 5419.39 ms [2022-03-19 12:15:02 main:574] : INFO : Epoch 1747 | loss: 0.0310978 | val_loss: 0.0311712 | Time: 5407.19 ms [2022-03-19 12:15:07 main:574] : INFO : Epoch 1748 | loss: 0.0310967 | val_loss: 0.0311745 | Time: 5374.43 ms [2022-03-19 12:15:13 main:574] : INFO : Epoch 1749 | loss: 0.0310964 | val_loss: 0.0311799 | Time: 5352.15 ms [2022-03-19 12:15:18 main:574] : INFO : Epoch 1750 | loss: 0.0310947 | val_loss: 0.0311773 | Time: 5342.42 ms [2022-03-19 12:15:23 main:574] : INFO : Epoch 1751 | loss: 0.0310933 | val_loss: 0.0311774 | Time: 5336.32 ms [2022-03-19 12:15:29 main:574] : INFO : Epoch 1752 | loss: 0.0310996 | val_loss: 0.0311767 | Time: 5434.33 ms [2022-03-19 12:15:34 main:574] : INFO : Epoch 1753 | loss: 0.0311044 | val_loss: 0.0311754 | Time: 5388.47 ms [2022-03-19 12:15:40 main:574] : INFO : Epoch 1754 | loss: 0.0311008 | val_loss: 0.0311837 | Time: 5424.84 ms [2022-03-19 12:15:45 main:574] : INFO : Epoch 1755 | loss: 0.031102 | val_loss: 0.0311763 | Time: 5415.15 ms [2022-03-19 12:15:51 main:574] : INFO : Epoch 1756 | loss: 0.0311001 | val_loss: 0.0311952 | Time: 5476.58 ms [2022-03-19 12:15:56 main:574] : INFO : Epoch 1757 | loss: 0.0311017 | val_loss: 0.0311773 | Time: 5414.15 ms [2022-03-19 12:16:01 main:574] : INFO : Epoch 1758 | loss: 0.0310979 | val_loss: 0.0311771 | Time: 5415.95 ms [2022-03-19 12:16:07 main:574] : INFO : Epoch 1759 | loss: 0.0310969 | val_loss: 0.0311784 | Time: 5531.85 ms [2022-03-19 12:16:12 main:574] : INFO : Epoch 1760 | loss: 0.0310987 | val_loss: 0.0311715 | Time: 5398.89 ms [2022-03-19 12:16:18 main:574] : INFO : Epoch 1761 | loss: 0.0310918 | val_loss: 0.0311864 | Time: 5247.82 ms [2022-03-19 12:16:23 main:574] : INFO : Epoch 1762 | loss: 0.0310946 | val_loss: 0.0311737 | Time: 5614.66 ms [2022-03-19 12:16:29 main:574] : INFO : Epoch 1763 | loss: 0.031097 | val_loss: 0.0311743 | Time: 5410.24 ms [2022-03-19 12:16:34 main:574] : INFO : Epoch 1764 | loss: 0.0310987 | val_loss: 0.0311744 | Time: 5356.56 ms [2022-03-19 12:16:39 main:574] : INFO : Epoch 1765 | loss: 0.0310957 | val_loss: 0.0311747 | Time: 5368.82 ms [2022-03-19 12:16:45 main:574] : INFO : Epoch 1766 | loss: 0.0310947 | val_loss: 0.0311785 | Time: 5410.65 ms [2022-03-19 12:16:50 main:574] : INFO : Epoch 1767 | loss: 0.0310932 | val_loss: 0.0311791 | Time: 5365.35 ms [2022-03-19 12:16:56 main:574] : INFO : Epoch 1768 | loss: 0.0310965 | val_loss: 0.0311795 | Time: 5372.84 ms [2022-03-19 12:17:01 main:574] : INFO : Epoch 1769 | loss: 0.0310956 | val_loss: 0.0311744 | Time: 5340.66 ms [2022-03-19 12:17:06 main:574] : INFO : Epoch 1770 | loss: 0.0310943 | val_loss: 0.0311694 | Time: 5373.09 ms [2022-03-19 12:17:12 main:574] : INFO : Epoch 1771 | loss: 0.0310965 | val_loss: 0.031176 | Time: 5353.04 ms [2022-03-19 12:17:17 main:574] : INFO : Epoch 1772 | loss: 0.0310983 | val_loss: 0.031176 | Time: 5361 ms [2022-03-19 12:17:23 main:574] : INFO : Epoch 1773 | loss: 0.031096 | val_loss: 0.0311725 | Time: 5538.03 ms [2022-03-19 12:17:28 main:574] : INFO : Epoch 1774 | loss: 0.0310896 | val_loss: 0.0311873 | Time: 5681.26 ms [2022-03-19 12:17:34 main:574] : INFO : Epoch 1775 | loss: 0.0310899 | val_loss: 0.0311777 | Time: 5451.16 ms [2022-03-19 12:17:39 main:574] : INFO : Epoch 1776 | loss: 0.0310926 | val_loss: 0.0311821 | Time: 5395.18 ms [2022-03-19 12:17:45 main:574] : INFO : Epoch 1777 | loss: 0.0311325 | val_loss: 0.0311649 | Time: 5384.48 ms [2022-03-19 12:17:50 main:574] : INFO : Epoch 1778 | loss: 0.0311333 | val_loss: 0.0311675 | Time: 5389.91 ms [2022-03-19 12:17:55 main:574] : INFO : Epoch 1779 | loss: 0.0311204 | val_loss: 0.0311632 | Time: 5415.41 ms [2022-03-19 12:18:01 main:574] : INFO : Epoch 1780 | loss: 0.0311118 | val_loss: 0.0311647 | Time: 5361.4 ms [2022-03-19 12:18:06 main:574] : INFO : Epoch 1781 | loss: 0.0311099 | val_loss: 0.0311682 | Time: 5325.22 ms [2022-03-19 12:18:11 main:574] : INFO : Epoch 1782 | loss: 0.0311054 | val_loss: 0.0311688 | Time: 5369.61 ms [2022-03-19 12:18:17 main:574] : INFO : Epoch 1783 | loss: 0.0311003 | val_loss: 0.0311638 | Time: 5372.85 ms [2022-03-19 12:18:22 main:574] : INFO : Epoch 1784 | loss: 0.0311122 | val_loss: 0.0311664 | Time: 5503.41 ms [2022-03-19 12:18:28 main:574] : INFO : Epoch 1785 | loss: 0.031114 | val_loss: 0.031163 | Time: 6073.57 ms [2022-03-19 12:18:34 main:574] : INFO : Epoch 1786 | loss: 0.031107 | val_loss: 0.0311607 | Time: 5778.78 ms [2022-03-19 12:18:40 main:574] : INFO : Epoch 1787 | loss: 0.0311046 | val_loss: 0.0311658 | Time: 5545 ms [2022-03-19 12:18:45 main:574] : INFO : Epoch 1788 | loss: 0.0311025 | val_loss: 0.0311711 | Time: 5409.9 ms [2022-03-19 12:18:51 main:574] : INFO : Epoch 1789 | loss: 0.0311009 | val_loss: 0.0311674 | Time: 5396.26 ms [2022-03-19 12:18:56 main:574] : INFO : Epoch 1790 | loss: 0.0310969 | val_loss: 0.0311686 | Time: 5376.85 ms [2022-03-19 12:19:01 main:574] : INFO : Epoch 1791 | loss: 0.0310988 | val_loss: 0.0311727 | Time: 5427.21 ms [2022-03-19 12:19:07 main:574] : INFO : Epoch 1792 | loss: 0.0310996 | val_loss: 0.0311765 | Time: 5381.92 ms [2022-03-19 12:19:12 main:574] : INFO : Epoch 1793 | loss: 0.0311132 | val_loss: 0.0311675 | Time: 5438.05 ms [2022-03-19 12:19:18 main:574] : INFO : Epoch 1794 | loss: 0.0311187 | val_loss: 0.0311727 | Time: 5364.08 ms [2022-03-19 12:19:23 main:574] : INFO : Epoch 1795 | loss: 0.0311142 | val_loss: 0.0311639 | Time: 5442.75 ms [2022-03-19 12:19:28 main:574] : INFO : Epoch 1796 | loss: 0.0311095 | val_loss: 0.0311692 | Time: 5366.27 ms [2022-03-19 12:19:34 main:574] : INFO : Epoch 1797 | loss: 0.031101 | val_loss: 0.0311698 | Time: 5385.77 ms [2022-03-19 12:19:39 main:574] : INFO : Epoch 1798 | loss: 0.0310971 | val_loss: 0.0311691 | Time: 5392.96 ms [2022-03-19 12:19:45 main:574] : INFO : Epoch 1799 | loss: 0.031098 | val_loss: 0.031168 | Time: 5374.2 ms [2022-03-19 12:19:50 main:574] : INFO : Epoch 1800 | loss: 0.031103 | val_loss: 0.0311731 | Time: 5423.97 ms [2022-03-19 12:19:55 main:574] : INFO : Epoch 1801 | loss: 0.0311008 | val_loss: 0.03117 | Time: 5394.92 ms [2022-03-19 12:20:01 main:574] : INFO : Epoch 1802 | loss: 0.0311019 | val_loss: 0.0311735 | Time: 5423.21 ms [2022-03-19 12:20:06 main:574] : INFO : Epoch 1803 | loss: 0.0310973 | val_loss: 0.0311747 | Time: 5390.86 ms [2022-03-19 12:20:12 main:574] : INFO : Epoch 1804 | loss: 0.0310986 | val_loss: 0.031173 | Time: 5343.46 ms [2022-03-19 12:20:17 main:574] : INFO : Epoch 1805 | loss: 0.0310975 | val_loss: 0.0311764 | Time: 5365.9 ms [2022-03-19 12:20:22 main:574] : INFO : Epoch 1806 | loss: 0.0310943 | val_loss: 0.0311785 | Time: 5439.5 ms [2022-03-19 12:20:28 main:574] : INFO : Epoch 1807 | loss: 0.0310968 | val_loss: 0.0311832 | Time: 5398 ms [2022-03-19 12:20:33 main:574] : INFO : Epoch 1808 | loss: 0.0311029 | val_loss: 0.0311666 | Time: 5415.26 ms [2022-03-19 12:20:39 main:574] : INFO : Epoch 1809 | loss: 0.0310991 | val_loss: 0.0311756 | Time: 5407.62 ms [2022-03-19 12:20:44 main:574] : INFO : Epoch 1810 | loss: 0.0310999 | val_loss: 0.0311723 | Time: 5576.25 ms [2022-03-19 12:20:50 main:574] : INFO : Epoch 1811 | loss: 0.0310961 | val_loss: 0.031168 | Time: 5947.33 ms [2022-03-19 12:20:56 main:574] : INFO : Epoch 1812 | loss: 0.0310929 | val_loss: 0.0311694 | Time: 5573.76 ms [2022-03-19 12:21:01 main:574] : INFO : Epoch 1813 | loss: 0.0310981 | val_loss: 0.0311766 | Time: 5448.56 ms [2022-03-19 12:21:07 main:574] : INFO : Epoch 1814 | loss: 0.0311033 | val_loss: 0.0311763 | Time: 5484.7 ms [2022-03-19 12:21:12 main:574] : INFO : Epoch 1815 | loss: 0.0311013 | val_loss: 0.0311749 | Time: 5603.71 ms [2022-03-19 12:21:18 main:574] : INFO : Epoch 1816 | loss: 0.0310986 | val_loss: 0.0311838 | Time: 5449.14 ms [2022-03-19 12:21:23 main:574] : INFO : Epoch 1817 | loss: 0.031099 | val_loss: 0.0311788 | Time: 5521.63 ms [2022-03-19 12:21:29 main:574] : INFO : Epoch 1818 | loss: 0.0310971 | val_loss: 0.0311791 | Time: 5452.37 ms [2022-03-19 12:21:34 main:574] : INFO : Epoch 1819 | loss: 0.031095 | val_loss: 0.0311779 | Time: 5428.93 ms [2022-03-19 12:21:40 main:574] : INFO : Epoch 1820 | loss: 0.0310954 | val_loss: 0.0311856 | Time: 5405.37 ms [2022-03-19 12:21:45 main:574] : INFO : Epoch 1821 | loss: 0.0310947 | val_loss: 0.0311741 | Time: 5444.23 ms [2022-03-19 12:21:50 main:574] : INFO : Epoch 1822 | loss: 0.0310983 | val_loss: 0.031176 | Time: 5409.04 ms [2022-03-19 12:21:56 main:574] : INFO : Epoch 1823 | loss: 0.0311004 | val_loss: 0.0311792 | Time: 5398.85 ms [2022-03-19 12:22:01 main:574] : INFO : Epoch 1824 | loss: 0.031095 | val_loss: 0.031177 | Time: 5392.79 ms [2022-03-19 12:22:07 main:574] : INFO : Epoch 1825 | loss: 0.0310943 | val_loss: 0.0311808 | Time: 5398.13 ms [2022-03-19 12:22:12 main:574] : INFO : Epoch 1826 | loss: 0.0310938 | val_loss: 0.031173 | Time: 5370.05 ms [2022-03-19 12:22:17 main:574] : INFO : Epoch 1827 | loss: 0.0310991 | val_loss: 0.0311737 | Time: 5386.52 ms [2022-03-19 12:22:23 main:574] : INFO : Epoch 1828 | loss: 0.0311093 | val_loss: 0.0311751 | Time: 5391.9 ms [2022-03-19 12:22:28 main:574] : INFO : Epoch 1829 | loss: 0.031106 | val_loss: 0.0311722 | Time: 5498.98 ms [2022-03-19 12:22:34 main:574] : INFO : Epoch 1830 | loss: 0.0311072 | val_loss: 0.0311715 | Time: 5379.14 ms [2022-03-19 12:22:39 main:574] : INFO : Epoch 1831 | loss: 0.0311083 | val_loss: 0.0311773 | Time: 5399.42 ms [2022-03-19 12:22:45 main:574] : INFO : Epoch 1832 | loss: 0.0311056 | val_loss: 0.031184 | Time: 5432.67 ms [2022-03-19 12:22:50 main:574] : INFO : Epoch 1833 | loss: 0.0311051 | val_loss: 0.0311679 | Time: 5432.27 ms [2022-03-19 12:22:55 main:574] : INFO : Epoch 1834 | loss: 0.0311006 | val_loss: 0.0311833 | Time: 5411.04 ms [2022-03-19 12:23:01 main:574] : INFO : Epoch 1835 | loss: 0.0311032 | val_loss: 0.0311658 | Time: 5372.7 ms [2022-03-19 12:23:06 main:574] : INFO : Epoch 1836 | loss: 0.0311008 | val_loss: 0.0311707 | Time: 5382.3 ms [2022-03-19 12:23:12 main:574] : INFO : Epoch 1837 | loss: 0.0311287 | val_loss: 0.0311862 | Time: 5321.14 ms [2022-03-19 12:23:17 main:574] : INFO : Epoch 1838 | loss: 0.0311163 | val_loss: 0.0311812 | Time: 5387.46 ms [2022-03-19 12:23:22 main:574] : INFO : Epoch 1839 | loss: 0.0311051 | val_loss: 0.0311696 | Time: 5356.87 ms [2022-03-19 12:23:28 main:574] : INFO : Epoch 1840 | loss: 0.0311011 | val_loss: 0.0311718 | Time: 5397.73 ms [2022-03-19 12:23:33 main:574] : INFO : Epoch 1841 | loss: 0.031103 | val_loss: 0.0311858 | Time: 5414.88 ms [2022-03-19 12:23:39 main:574] : INFO : Epoch 1842 | loss: 0.0311378 | val_loss: 0.0311668 | Time: 5373.02 ms [2022-03-19 12:23:44 main:574] : INFO : Epoch 1843 | loss: 0.03113 | val_loss: 0.0311758 | Time: 5454.07 ms [2022-03-19 12:23:49 main:574] : INFO : Epoch 1844 | loss: 0.0311246 | val_loss: 0.0311665 | Time: 5367.81 ms [2022-03-19 12:23:55 main:574] : INFO : Epoch 1845 | loss: 0.0311409 | val_loss: 0.031166 | Time: 5390.91 ms [2022-03-19 12:24:00 main:574] : INFO : Epoch 1846 | loss: 0.0311388 | val_loss: 0.0311671 | Time: 5397.63 ms [2022-03-19 12:24:06 main:574] : INFO : Epoch 1847 | loss: 0.0311293 | val_loss: 0.0311699 | Time: 5370.48 ms [2022-03-19 12:24:11 main:574] : INFO : Epoch 1848 | loss: 0.031124 | val_loss: 0.0311661 | Time: 5326.71 ms [2022-03-19 12:24:16 main:574] : INFO : Epoch 1849 | loss: 0.031119 | val_loss: 0.0311696 | Time: 5398.75 ms [2022-03-19 12:24:22 main:574] : INFO : Epoch 1850 | loss: 0.031116 | val_loss: 0.0311747 | Time: 5406.72 ms [2022-03-19 12:24:27 main:574] : INFO : Epoch 1851 | loss: 0.0311171 | val_loss: 0.0311724 | Time: 5406.23 ms [2022-03-19 12:24:32 main:574] : INFO : Epoch 1852 | loss: 0.0311101 | val_loss: 0.0311669 | Time: 5386.89 ms [2022-03-19 12:24:38 main:574] : INFO : Epoch 1853 | loss: 0.0311074 | val_loss: 0.0311759 | Time: 5428.1 ms [2022-03-19 12:24:43 main:574] : INFO : Epoch 1854 | loss: 0.0311055 | val_loss: 0.0311725 | Time: 5359.37 ms [2022-03-19 12:24:49 main:574] : INFO : Epoch 1855 | loss: 0.0311075 | val_loss: 0.0311695 | Time: 5344.32 ms [2022-03-19 12:24:54 main:574] : INFO : Epoch 1856 | loss: 0.0311055 | val_loss: 0.031175 | Time: 5184.2 ms [2022-03-19 12:25:00 main:574] : INFO : Epoch 1857 | loss: 0.0311026 | val_loss: 0.0311724 | Time: 5858.37 ms [2022-03-19 12:25:05 main:574] : INFO : Epoch 1858 | loss: 0.0311029 | val_loss: 0.0311755 | Time: 5400.93 ms [2022-03-19 12:25:10 main:574] : INFO : Epoch 1859 | loss: 0.0311054 | val_loss: 0.0311674 | Time: 5382.59 ms [2022-03-19 12:25:16 main:574] : INFO : Epoch 1860 | loss: 0.0311079 | val_loss: 0.0311729 | Time: 5385.82 ms [2022-03-19 12:25:21 main:574] : INFO : Epoch 1861 | loss: 0.0311041 | val_loss: 0.0311792 | Time: 5398.76 ms [2022-03-19 12:25:27 main:574] : INFO : Epoch 1862 | loss: 0.0310995 | val_loss: 0.0311714 | Time: 5353.04 ms [2022-03-19 12:25:32 main:574] : INFO : Epoch 1863 | loss: 0.031099 | val_loss: 0.0311681 | Time: 5378.71 ms [2022-03-19 12:25:37 main:574] : INFO : Epoch 1864 | loss: 0.0310992 | val_loss: 0.0311749 | Time: 5332.12 ms [2022-03-19 12:25:43 main:574] : INFO : Epoch 1865 | loss: 0.0310981 | val_loss: 0.0311782 | Time: 5393.04 ms [2022-03-19 12:25:48 main:574] : INFO : Epoch 1866 | loss: 0.0310965 | val_loss: 0.0311763 | Time: 5317.75 ms [2022-03-19 12:25:53 main:574] : INFO : Epoch 1867 | loss: 0.0310974 | val_loss: 0.0311771 | Time: 5333.96 ms [2022-03-19 12:25:59 main:574] : INFO : Epoch 1868 | loss: 0.0311013 | val_loss: 0.0311747 | Time: 5369.11 ms [2022-03-19 12:26:04 main:574] : INFO : Epoch 1869 | loss: 0.0311011 | val_loss: 0.0311812 | Time: 5349.95 ms [2022-03-19 12:26:10 main:574] : INFO : Epoch 1870 | loss: 0.0310985 | val_loss: 0.0311772 | Time: 5373.37 ms [2022-03-19 12:26:15 main:574] : INFO : Epoch 1871 | loss: 0.0310966 | val_loss: 0.031178 | Time: 5436.5 ms [2022-03-19 12:26:20 main:574] : INFO : Epoch 1872 | loss: 0.0311002 | val_loss: 0.0311761 | Time: 5433.56 ms [2022-03-19 12:26:26 main:574] : INFO : Epoch 1873 | loss: 0.0311214 | val_loss: 0.0311703 | Time: 5356.35 ms [2022-03-19 12:26:31 main:574] : INFO : Epoch 1874 | loss: 0.0311155 | val_loss: 0.0311689 | Time: 5418.83 ms [2022-03-19 12:26:37 main:574] : INFO : Epoch 1875 | loss: 0.0311114 | val_loss: 0.0311676 | Time: 5389.74 ms [2022-03-19 12:26:42 main:574] : INFO : Epoch 1876 | loss: 0.0311063 | val_loss: 0.0311714 | Time: 5405.39 ms [2022-03-19 12:26:47 main:574] : INFO : Epoch 1877 | loss: 0.0311024 | val_loss: 0.0311763 | Time: 5451.01 ms [2022-03-19 12:26:53 main:574] : INFO : Epoch 1878 | loss: 0.0311001 | val_loss: 0.031173 | Time: 5358.81 ms [2022-03-19 12:26:58 main:574] : INFO : Epoch 1879 | loss: 0.0310969 | val_loss: 0.0311747 | Time: 5423.39 ms [2022-03-19 12:27:04 main:574] : INFO : Epoch 1880 | loss: 0.031097 | val_loss: 0.0311792 | Time: 5362.9 ms [2022-03-19 12:27:09 main:574] : INFO : Epoch 1881 | loss: 0.0310994 | val_loss: 0.0311754 | Time: 5360.21 ms [2022-03-19 12:27:14 main:574] : INFO : Epoch 1882 | loss: 0.0311044 | val_loss: 0.0311766 | Time: 5419.04 ms [2022-03-19 12:27:20 main:574] : INFO : Epoch 1883 | loss: 0.0311013 | val_loss: 0.0311809 | Time: 5420.83 ms [2022-03-19 12:27:25 main:574] : INFO : Epoch 1884 | loss: 0.0310956 | val_loss: 0.0311738 | Time: 5388 ms [2022-03-19 12:27:31 main:574] : INFO : Epoch 1885 | loss: 0.0310913 | val_loss: 0.0311862 | Time: 5339 ms [2022-03-19 12:27:36 main:574] : INFO : Epoch 1886 | loss: 0.0310955 | val_loss: 0.0311745 | Time: 5330.96 ms [2022-03-19 12:27:41 main:574] : INFO : Epoch 1887 | loss: 0.0310941 | val_loss: 0.0311827 | Time: 5341.85 ms [2022-03-19 12:27:47 main:574] : INFO : Epoch 1888 | loss: 0.0310962 | val_loss: 0.0311737 | Time: 5435.24 ms [2022-03-19 12:27:52 main:574] : INFO : Epoch 1889 | loss: 0.0310924 | val_loss: 0.031173 | Time: 5425.24 ms [2022-03-19 12:27:58 main:574] : INFO : Epoch 1890 | loss: 0.0310925 | val_loss: 0.0311817 | Time: 5554.22 ms [2022-03-19 12:28:03 main:574] : INFO : Epoch 1891 | loss: 0.0310938 | val_loss: 0.0311788 | Time: 5661.75 ms [2022-03-19 12:28:09 main:574] : INFO : Epoch 1892 | loss: 0.0310964 | val_loss: 0.0311803 | Time: 5329.22 ms [2022-03-19 12:28:14 main:574] : INFO : Epoch 1893 | loss: 0.0310945 | val_loss: 0.0311823 | Time: 5434.41 ms [2022-03-19 12:28:20 main:574] : INFO : Epoch 1894 | loss: 0.0310981 | val_loss: 0.0311813 | Time: 5459.25 ms [2022-03-19 12:28:25 main:574] : INFO : Epoch 1895 | loss: 0.0310969 | val_loss: 0.0311755 | Time: 5372.07 ms [2022-03-19 12:28:30 main:574] : INFO : Epoch 1896 | loss: 0.031095 | val_loss: 0.0311809 | Time: 5405.97 ms [2022-03-19 12:28:36 main:574] : INFO : Epoch 1897 | loss: 0.0310933 | val_loss: 0.0311776 | Time: 5396.13 ms [2022-03-19 12:28:41 main:574] : INFO : Epoch 1898 | loss: 0.0310936 | val_loss: 0.0311803 | Time: 5377.51 ms [2022-03-19 12:28:47 main:574] : INFO : Epoch 1899 | loss: 0.0310974 | val_loss: 0.0311752 | Time: 5424.93 ms [2022-03-19 12:28:52 main:574] : INFO : Epoch 1900 | loss: 0.0311044 | val_loss: 0.0311705 | Time: 5401.55 ms [2022-03-19 12:28:57 main:574] : INFO : Epoch 1901 | loss: 0.0311027 | val_loss: 0.0311661 | Time: 5422.68 ms [2022-03-19 12:29:03 main:574] : INFO : Epoch 1902 | loss: 0.0311055 | val_loss: 0.0311734 | Time: 5656.81 ms [2022-03-19 12:29:09 main:574] : INFO : Epoch 1903 | loss: 0.0311032 | val_loss: 0.0311753 | Time: 5373.11 ms [2022-03-19 12:29:14 main:574] : INFO : Epoch 1904 | loss: 0.0310988 | val_loss: 0.0311763 | Time: 5469.62 ms [2022-03-19 12:29:19 main:574] : INFO : Epoch 1905 | loss: 0.0310974 | val_loss: 0.0311797 | Time: 5404.43 ms [2022-03-19 12:29:25 main:574] : INFO : Epoch 1906 | loss: 0.0310948 | val_loss: 0.0311769 | Time: 5435.77 ms [2022-03-19 12:29:30 main:574] : INFO : Epoch 1907 | loss: 0.0310959 | val_loss: 0.0311769 | Time: 5432.9 ms [2022-03-19 12:29:36 main:574] : INFO : Epoch 1908 | loss: 0.031098 | val_loss: 0.0311721 | Time: 5410.93 ms [2022-03-19 12:29:41 main:574] : INFO : Epoch 1909 | loss: 0.0310954 | val_loss: 0.0311778 | Time: 5441.27 ms [2022-03-19 12:29:47 main:574] : INFO : Epoch 1910 | loss: 0.0310928 | val_loss: 0.031165 | Time: 5358.19 ms [2022-03-19 12:29:52 main:574] : INFO : Epoch 1911 | loss: 0.0310939 | val_loss: 0.0311746 | Time: 5431.18 ms [2022-03-19 12:29:57 main:574] : INFO : Epoch 1912 | loss: 0.0310963 | val_loss: 0.0311886 | Time: 5476.86 ms [2022-03-19 12:30:03 main:574] : INFO : Epoch 1913 | loss: 0.0310959 | val_loss: 0.0311768 | Time: 5732.17 ms [2022-03-19 12:30:09 main:574] : INFO : Epoch 1914 | loss: 0.0310927 | val_loss: 0.0311699 | Time: 5735 ms [2022-03-19 12:30:14 main:574] : INFO : Epoch 1915 | loss: 0.0310937 | val_loss: 0.0311821 | Time: 5409.63 ms [2022-03-19 12:30:20 main:574] : INFO : Epoch 1916 | loss: 0.0310925 | val_loss: 0.0311723 | Time: 5341.49 ms [2022-03-19 12:30:25 main:574] : INFO : Epoch 1917 | loss: 0.0310897 | val_loss: 0.0311804 | Time: 5428.12 ms [2022-03-19 12:30:31 main:574] : INFO : Epoch 1918 | loss: 0.0310924 | val_loss: 0.0311801 | Time: 5432.07 ms [2022-03-19 12:30:36 main:574] : INFO : Epoch 1919 | loss: 0.0310899 | val_loss: 0.0311776 | Time: 5410.21 ms [2022-03-19 12:30:41 main:574] : INFO : Epoch 1920 | loss: 0.0310893 | val_loss: 0.0311799 | Time: 5375.68 ms [2022-03-19 12:30:47 main:574] : INFO : Epoch 1921 | loss: 0.0310926 | val_loss: 0.0311798 | Time: 5387.43 ms [2022-03-19 12:30:52 main:574] : INFO : Epoch 1922 | loss: 0.0310958 | val_loss: 0.0311773 | Time: 5431.99 ms [2022-03-19 12:30:58 main:574] : INFO : Epoch 1923 | loss: 0.0310985 | val_loss: 0.0311741 | Time: 5367.13 ms [2022-03-19 12:31:03 main:574] : INFO : Epoch 1924 | loss: 0.031128 | val_loss: 0.0311687 | Time: 5323.79 ms [2022-03-19 12:31:08 main:574] : INFO : Epoch 1925 | loss: 0.031151 | val_loss: 0.0311723 | Time: 5322.43 ms [2022-03-19 12:31:14 main:574] : INFO : Epoch 1926 | loss: 0.0311525 | val_loss: 0.031164 | Time: 5391.49 ms [2022-03-19 12:31:19 main:574] : INFO : Epoch 1927 | loss: 0.0311455 | val_loss: 0.0311603 | Time: 5369.43 ms [2022-03-19 12:31:24 main:574] : INFO : Epoch 1928 | loss: 0.0311406 | val_loss: 0.031163 | Time: 5405.16 ms [2022-03-19 12:31:30 main:574] : INFO : Epoch 1929 | loss: 0.0311368 | val_loss: 0.031164 | Time: 5389.21 ms [2022-03-19 12:31:35 main:574] : INFO : Epoch 1930 | loss: 0.0311351 | val_loss: 0.031165 | Time: 5361.28 ms [2022-03-19 12:31:41 main:574] : INFO : Epoch 1931 | loss: 0.0311342 | val_loss: 0.0311606 | Time: 5342.46 ms [2022-03-19 12:31:46 main:574] : INFO : Epoch 1932 | loss: 0.0311316 | val_loss: 0.0311663 | Time: 5407.63 ms [2022-03-19 12:31:51 main:574] : INFO : Epoch 1933 | loss: 0.0311309 | val_loss: 0.0311614 | Time: 5375.09 ms [2022-03-19 12:31:57 main:574] : INFO : Epoch 1934 | loss: 0.0311255 | val_loss: 0.0311659 | Time: 5390.86 ms [2022-03-19 12:32:02 main:574] : INFO : Epoch 1935 | loss: 0.0311246 | val_loss: 0.0311612 | Time: 5336.35 ms [2022-03-19 12:32:07 main:574] : INFO : Epoch 1936 | loss: 0.0311283 | val_loss: 0.0311637 | Time: 5419.53 ms [2022-03-19 12:32:13 main:574] : INFO : Epoch 1937 | loss: 0.0311404 | val_loss: 0.0311593 | Time: 5419.1 ms [2022-03-19 12:32:18 main:574] : INFO : Epoch 1938 | loss: 0.0311377 | val_loss: 0.0311571 | Time: 5410.95 ms [2022-03-19 12:32:24 main:574] : INFO : Epoch 1939 | loss: 0.0311435 | val_loss: 0.0311609 | Time: 5395.15 ms [2022-03-19 12:32:29 main:574] : INFO : Epoch 1940 | loss: 0.0311475 | val_loss: 0.0311634 | Time: 5347.17 ms [2022-03-19 12:32:34 main:574] : INFO : Epoch 1941 | loss: 0.0311459 | val_loss: 0.0311588 | Time: 5371.69 ms [2022-03-19 12:32:40 main:574] : INFO : Epoch 1942 | loss: 0.0311424 | val_loss: 0.0311585 | Time: 5303.58 ms [2022-03-19 12:32:45 main:574] : INFO : Epoch 1943 | loss: 0.0311399 | val_loss: 0.0311571 | Time: 5292.71 ms [2022-03-19 12:32:50 main:574] : INFO : Epoch 1944 | loss: 0.0311379 | val_loss: 0.0311635 | Time: 5388.16 ms [2022-03-19 12:32:56 main:574] : INFO : Epoch 1945 | loss: 0.0311347 | val_loss: 0.0311607 | Time: 5418.74 ms [2022-03-19 12:33:01 main:574] : INFO : Epoch 1946 | loss: 0.0311342 | val_loss: 0.0311617 | Time: 5349.48 ms [2022-03-19 12:33:07 main:574] : INFO : Epoch 1947 | loss: 0.0311338 | val_loss: 0.0311582 | Time: 5390.62 ms [2022-03-19 12:33:12 main:574] : INFO : Epoch 1948 | loss: 0.0311292 | val_loss: 0.031164 | Time: 5389.9 ms [2022-03-19 12:33:18 main:574] : INFO : Epoch 1949 | loss: 0.0311303 | val_loss: 0.0311612 | Time: 5501.58 ms [2022-03-19 12:33:23 main:574] : INFO : Epoch 1950 | loss: 0.0311287 | val_loss: 0.0311621 | Time: 5349.73 ms [2022-03-19 12:33:28 main:574] : INFO : Epoch 1951 | loss: 0.0311294 | val_loss: 0.0311579 | Time: 5205.58 ms [2022-03-19 12:33:34 main:574] : INFO : Epoch 1952 | loss: 0.0311275 | val_loss: 0.0311606 | Time: 5602.59 ms [2022-03-19 12:33:40 main:574] : INFO : Epoch 1953 | loss: 0.0311261 | val_loss: 0.0311622 | Time: 6065.1 ms [2022-03-19 12:33:45 main:574] : INFO : Epoch 1954 | loss: 0.0311228 | val_loss: 0.0311612 | Time: 5457.04 ms [2022-03-19 12:33:51 main:574] : INFO : Epoch 1955 | loss: 0.0311214 | val_loss: 0.0311616 | Time: 5433.15 ms [2022-03-19 12:33:56 main:574] : INFO : Epoch 1956 | loss: 0.0311227 | val_loss: 0.0311605 | Time: 5398.34 ms [2022-03-19 12:34:01 main:574] : INFO : Epoch 1957 | loss: 0.0311223 | val_loss: 0.031163 | Time: 5414.91 ms [2022-03-19 12:34:07 main:574] : INFO : Epoch 1958 | loss: 0.0311272 | val_loss: 0.0311656 | Time: 5321.83 ms [2022-03-19 12:34:12 main:574] : INFO : Epoch 1959 | loss: 0.0311271 | val_loss: 0.0311601 | Time: 5441.35 ms [2022-03-19 12:34:18 main:574] : INFO : Epoch 1960 | loss: 0.0311251 | val_loss: 0.0311598 | Time: 5372.13 ms [2022-03-19 12:34:23 main:574] : INFO : Epoch 1961 | loss: 0.0311209 | val_loss: 0.0311613 | Time: 5425.51 ms [2022-03-19 12:34:29 main:574] : INFO : Epoch 1962 | loss: 0.0311208 | val_loss: 0.0311629 | Time: 5421.17 ms [2022-03-19 12:34:34 main:574] : INFO : Epoch 1963 | loss: 0.03112 | val_loss: 0.0311619 | Time: 5570.07 ms [2022-03-19 12:34:40 main:574] : INFO : Epoch 1964 | loss: 0.0311204 | val_loss: 0.0311628 | Time: 5425.34 ms [2022-03-19 12:34:45 main:574] : INFO : Epoch 1965 | loss: 0.0311175 | val_loss: 0.0311644 | Time: 5523.36 ms [2022-03-19 12:34:50 main:574] : INFO : Epoch 1966 | loss: 0.0311159 | val_loss: 0.0311651 | Time: 5330.4 ms [2022-03-19 12:34:56 main:574] : INFO : Epoch 1967 | loss: 0.0311162 | val_loss: 0.0311603 | Time: 5398.98 ms [2022-03-19 12:35:01 main:574] : INFO : Epoch 1968 | loss: 0.031116 | val_loss: 0.0311643 | Time: 5389.36 ms [2022-03-19 12:35:07 main:574] : INFO : Epoch 1969 | loss: 0.0311166 | val_loss: 0.0311636 | Time: 5484.63 ms [2022-03-19 12:35:12 main:574] : INFO : Epoch 1970 | loss: 0.0311154 | val_loss: 0.0311658 | Time: 5362.28 ms [2022-03-19 12:35:17 main:574] : INFO : Epoch 1971 | loss: 0.0311135 | val_loss: 0.031166 | Time: 5337.97 ms [2022-03-19 12:35:23 main:574] : INFO : Epoch 1972 | loss: 0.0311142 | val_loss: 0.0311646 | Time: 5409.9 ms [2022-03-19 12:35:28 main:574] : INFO : Epoch 1973 | loss: 0.031112 | val_loss: 0.0311652 | Time: 5395.15 ms [2022-03-19 12:35:34 main:574] : INFO : Epoch 1974 | loss: 0.0311117 | val_loss: 0.0311647 | Time: 5366.87 ms [2022-03-19 12:35:39 main:574] : INFO : Epoch 1975 | loss: 0.0311137 | val_loss: 0.0311659 | Time: 5416.52 ms [2022-03-19 12:35:44 main:574] : INFO : Epoch 1976 | loss: 0.0311187 | val_loss: 0.0311652 | Time: 5446.04 ms [2022-03-19 12:35:50 main:574] : INFO : Epoch 1977 | loss: 0.0311146 | val_loss: 0.0311643 | Time: 5416.56 ms [2022-03-19 12:35:55 main:574] : INFO : Epoch 1978 | loss: 0.0311117 | val_loss: 0.0311662 | Time: 5399.18 ms [2022-03-19 12:36:01 main:574] : INFO : Epoch 1979 | loss: 0.0311111 | val_loss: 0.0311669 | Time: 5597.32 ms [2022-03-19 12:36:06 main:574] : INFO : Epoch 1980 | loss: 0.0311116 | val_loss: 0.0311692 | Time: 5573.47 ms [2022-03-19 12:36:12 main:574] : INFO : Epoch 1981 | loss: 0.0311184 | val_loss: 0.0311754 | Time: 5422.82 ms [2022-03-19 12:36:18 main:574] : INFO : Epoch 1982 | loss: 0.0311137 | val_loss: 0.0311666 | Time: 6024.66 ms [2022-03-19 12:36:23 main:574] : INFO : Epoch 1983 | loss: 0.0311125 | val_loss: 0.0311676 | Time: 5321.99 ms [2022-03-19 12:36:29 main:574] : INFO : Epoch 1984 | loss: 0.0311157 | val_loss: 0.0311693 | Time: 5370.22 ms [2022-03-19 12:36:34 main:574] : INFO : Epoch 1985 | loss: 0.0311121 | val_loss: 0.031166 | Time: 5388.74 ms [2022-03-19 12:36:39 main:574] : INFO : Epoch 1986 | loss: 0.0311075 | val_loss: 0.0311713 | Time: 5339.69 ms [2022-03-19 12:36:45 main:574] : INFO : Epoch 1987 | loss: 0.0311078 | val_loss: 0.0311707 | Time: 5378.97 ms [2022-03-19 12:36:50 main:574] : INFO : Epoch 1988 | loss: 0.0311197 | val_loss: 0.0311735 | Time: 5413.26 ms [2022-03-19 12:36:56 main:574] : INFO : Epoch 1989 | loss: 0.0311396 | val_loss: 0.0311602 | Time: 5475.82 ms [2022-03-19 12:37:01 main:574] : INFO : Epoch 1990 | loss: 0.0311315 | val_loss: 0.031165 | Time: 5394.65 ms [2022-03-19 12:37:06 main:574] : INFO : Epoch 1991 | loss: 0.0311252 | val_loss: 0.0311665 | Time: 5421.74 ms [2022-03-19 12:37:12 main:574] : INFO : Epoch 1992 | loss: 0.0311235 | val_loss: 0.0311674 | Time: 5417.78 ms [2022-03-19 12:37:17 main:574] : INFO : Epoch 1993 | loss: 0.0311209 | val_loss: 0.0311621 | Time: 5398.84 ms [2022-03-19 12:37:23 main:574] : INFO : Epoch 1994 | loss: 0.0311196 | val_loss: 0.0311618 | Time: 5355.81 ms [2022-03-19 12:37:28 main:574] : INFO : Epoch 1995 | loss: 0.0311166 | val_loss: 0.0311616 | Time: 5392.03 ms [2022-03-19 12:37:34 main:574] : INFO : Epoch 1996 | loss: 0.0311149 | val_loss: 0.0311623 | Time: 5438.6 ms [2022-03-19 12:37:39 main:574] : INFO : Epoch 1997 | loss: 0.0311135 | val_loss: 0.0311609 | Time: 5365.29 ms [2022-03-19 12:37:44 main:574] : INFO : Epoch 1998 | loss: 0.0311152 | val_loss: 0.0311724 | Time: 5391.58 ms [2022-03-19 12:37:50 main:574] : INFO : Epoch 1999 | loss: 0.031116 | val_loss: 0.0311664 | Time: 5310.85 ms [2022-03-19 12:37:55 main:574] : INFO : Epoch 2000 | loss: 0.0311162 | val_loss: 0.0311754 | Time: 5409.95 ms [2022-03-19 12:38:00 main:574] : INFO : Epoch 2001 | loss: 0.0311163 | val_loss: 0.0311679 | Time: 5402.22 ms [2022-03-19 12:38:06 main:574] : INFO : Epoch 2002 | loss: 0.0311133 | val_loss: 0.0311746 | Time: 5371.68 ms [2022-03-19 12:38:11 main:574] : INFO : Epoch 2003 | loss: 0.0311107 | val_loss: 0.0311689 | Time: 5382.31 ms [2022-03-19 12:38:17 main:574] : INFO : Epoch 2004 | loss: 0.0311145 | val_loss: 0.0311609 | Time: 5562.67 ms [2022-03-19 12:38:22 main:574] : INFO : Epoch 2005 | loss: 0.0311108 | val_loss: 0.0311592 | Time: 5361.85 ms [2022-03-19 12:38:27 main:574] : INFO : Epoch 2006 | loss: 0.0311119 | val_loss: 0.0311739 | Time: 5356.42 ms [2022-03-19 12:38:33 main:574] : INFO : Epoch 2007 | loss: 0.0311182 | val_loss: 0.0311635 | Time: 5878.02 ms [2022-03-19 12:38:39 main:574] : INFO : Epoch 2008 | loss: 0.0311113 | val_loss: 0.0311624 | Time: 5368.75 ms [2022-03-19 12:38:44 main:574] : INFO : Epoch 2009 | loss: 0.0311127 | val_loss: 0.0311676 | Time: 5341.9 ms [2022-03-19 12:38:49 main:574] : INFO : Epoch 2010 | loss: 0.0311095 | val_loss: 0.0311692 | Time: 5345.92 ms [2022-03-19 12:38:55 main:574] : INFO : Epoch 2011 | loss: 0.031111 | val_loss: 0.0311701 | Time: 5425.97 ms [2022-03-19 12:39:00 main:574] : INFO : Epoch 2012 | loss: 0.0311077 | val_loss: 0.0311751 | Time: 5388.38 ms [2022-03-19 12:39:06 main:574] : INFO : Epoch 2013 | loss: 0.0311059 | val_loss: 0.0311669 | Time: 5345.41 ms [2022-03-19 12:39:11 main:574] : INFO : Epoch 2014 | loss: 0.0311059 | val_loss: 0.0311717 | Time: 5404.72 ms [2022-03-19 12:39:16 main:574] : INFO : Epoch 2015 | loss: 0.031107 | val_loss: 0.0311683 | Time: 5331.76 ms [2022-03-19 12:39:22 main:574] : INFO : Epoch 2016 | loss: 0.0311107 | val_loss: 0.0311747 | Time: 5349.57 ms [2022-03-19 12:39:27 main:574] : INFO : Epoch 2017 | loss: 0.0311101 | val_loss: 0.03118 | Time: 5395.32 ms [2022-03-19 12:39:33 main:574] : INFO : Epoch 2018 | loss: 0.0311104 | val_loss: 0.0311744 | Time: 5375.03 ms [2022-03-19 12:39:38 main:574] : INFO : Epoch 2019 | loss: 0.0311161 | val_loss: 0.0311737 | Time: 5381.38 ms [2022-03-19 12:39:43 main:574] : INFO : Epoch 2020 | loss: 0.0311103 | val_loss: 0.0311664 | Time: 5377.69 ms [2022-03-19 12:39:49 main:574] : INFO : Epoch 2021 | loss: 0.0311101 | val_loss: 0.0311702 | Time: 5429.4 ms [2022-03-19 12:39:54 main:574] : INFO : Epoch 2022 | loss: 0.0311136 | val_loss: 0.0311703 | Time: 5440.82 ms [2022-03-19 12:40:00 main:574] : INFO : Epoch 2023 | loss: 0.0311105 | val_loss: 0.0311665 | Time: 5440.26 ms [2022-03-19 12:40:05 main:574] : INFO : Epoch 2024 | loss: 0.0311091 | val_loss: 0.031164 | Time: 5424.95 ms [2022-03-19 12:40:10 main:574] : INFO : Epoch 2025 | loss: 0.0311116 | val_loss: 0.0311665 | Time: 5416.88 ms [2022-03-19 12:40:16 main:574] : INFO : Epoch 2026 | loss: 0.0311078 | val_loss: 0.0311655 | Time: 5398.28 ms [2022-03-19 12:40:21 main:574] : INFO : Epoch 2027 | loss: 0.0311047 | val_loss: 0.0311695 | Time: 5404.4 ms [2022-03-19 12:40:27 main:574] : INFO : Epoch 2028 | loss: 0.0311052 | val_loss: 0.0311752 | Time: 5379.1 ms [2022-03-19 12:40:32 main:574] : INFO : Epoch 2029 | loss: 0.0311069 | val_loss: 0.0311726 | Time: 5400.32 ms [2022-03-19 12:40:38 main:574] : INFO : Epoch 2030 | loss: 0.0311104 | val_loss: 0.0311735 | Time: 5427.64 ms [2022-03-19 12:40:43 main:574] : INFO : Epoch 2031 | loss: 0.0311165 | val_loss: 0.0311616 | Time: 5408.58 ms [2022-03-19 12:40:48 main:574] : INFO : Epoch 2032 | loss: 0.0311099 | val_loss: 0.0311707 | Time: 5405.78 ms [2022-03-19 12:40:54 main:574] : INFO : Epoch 2033 | loss: 0.0311067 | val_loss: 0.0311642 | Time: 5380.28 ms [2022-03-19 12:40:59 main:574] : INFO : Epoch 2034 | loss: 0.0311087 | val_loss: 0.0311743 | Time: 5732.91 ms [2022-03-19 12:41:05 main:574] : INFO : Epoch 2035 | loss: 0.0311105 | val_loss: 0.0311723 | Time: 5519.13 ms [2022-03-19 12:41:10 main:574] : INFO : Epoch 2036 | loss: 0.031105 | val_loss: 0.0311717 | Time: 5404.5 ms [2022-03-19 12:41:16 main:574] : INFO : Epoch 2037 | loss: 0.0311017 | val_loss: 0.0311824 | Time: 5405.73 ms [2022-03-19 12:41:21 main:574] : INFO : Epoch 2038 | loss: 0.0311022 | val_loss: 0.0311694 | Time: 5316.82 ms [2022-03-19 12:41:26 main:574] : INFO : Epoch 2039 | loss: 0.0310997 | val_loss: 0.0311689 | Time: 5346.78 ms [2022-03-19 12:41:32 main:574] : INFO : Epoch 2040 | loss: 0.0311 | val_loss: 0.0311707 | Time: 5366.29 ms [2022-03-19 12:41:37 main:574] : INFO : Epoch 2041 | loss: 0.0310997 | val_loss: 0.031171 | Time: 5344.23 ms [2022-03-19 12:41:43 main:574] : INFO : Epoch 2042 | loss: 0.0311064 | val_loss: 0.0311709 | Time: 5385.49 ms [2022-03-19 12:41:48 main:574] : INFO : Epoch 2043 | loss: 0.0311137 | val_loss: 0.0311688 | Time: 5369.64 ms [2022-03-19 12:41:53 main:574] : INFO : Epoch 2044 | loss: 0.0311104 | val_loss: 0.0311736 | Time: 5366.67 ms [2022-03-19 12:41:59 main:574] : INFO : Epoch 2045 | loss: 0.031109 | val_loss: 0.0311748 | Time: 5253.59 ms [2022-03-19 12:42:04 main:574] : INFO : Epoch 2046 | loss: 0.0311058 | val_loss: 0.0311692 | Time: 5532.15 ms [2022-03-19 12:42:10 main:574] : INFO : Epoch 2047 | loss: 0.0311011 | val_loss: 0.0311749 | Time: 5514.61 ms [2022-03-19 12:42:15 main:574] : INFO : Epoch 2048 | loss: 0.0311039 | val_loss: 0.0311678 | Time: 5534.95 ms [2022-03-19 12:42:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311678 [2022-03-19 12:42:15 main:603] : INFO : Saving end state to config to file [2022-03-19 12:42:15 main:608] : INFO : Success, exiting.. 12:42:15 (16576): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)