Task 14627179
| Name | ParityModified-1647043814-12729-3-0_2 |
| Workunit | 11459469 |
| Created | 20 Apr 2022, 15:09:40 UTC |
| Sent | 20 Apr 2022, 15:10:05 UTC |
| Report deadline | 28 Apr 2022, 15:10:05 UTC |
| Received | 20 Apr 2022, 18:31:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4458 |
| Run time | 2 hours 11 min 23 sec |
| CPU time | 1 hours 5 min 56 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,377.41 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 17.57 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 96 ms [2022-04-20 19:56:38 main:581] : INFO : Epoch 1538 | loss: 0.0311625 | val_loss: 0.0311713 | Time: 3861.97 ms [2022-04-20 19:56:42 main:581] : INFO : Epoch 1539 | loss: 0.0311622 | val_loss: 0.0311731 | Time: 3847.42 ms [2022-04-20 19:56:46 main:581] : INFO : Epoch 1540 | loss: 0.031161 | val_loss: 0.0311763 | Time: 3878.41 ms [2022-04-20 19:56:49 main:581] : INFO : Epoch 1541 | loss: 0.03116 | val_loss: 0.0311724 | Time: 3846.24 ms [2022-04-20 19:56:53 main:581] : INFO : Epoch 1542 | loss: 0.0311628 | val_loss: 0.0311744 | Time: 3869.51 ms [2022-04-20 19:56:57 main:581] : INFO : Epoch 1543 | loss: 0.0311635 | val_loss: 0.0311719 | Time: 3864.35 ms [2022-04-20 19:57:01 main:581] : INFO : Epoch 1544 | loss: 0.0311612 | val_loss: 0.0311719 | Time: 3875.14 ms [2022-04-20 19:57:05 main:581] : INFO : Epoch 1545 | loss: 0.0311595 | val_loss: 0.0311719 | Time: 3853.85 ms [2022-04-20 19:57:09 main:581] : INFO : Epoch 1546 | loss: 0.0311592 | val_loss: 0.0311719 | Time: 3859.5 ms [2022-04-20 19:57:13 main:581] : INFO : Epoch 1547 | loss: 0.0311588 | val_loss: 0.0311696 | Time: 3843.23 ms [2022-04-20 19:57:16 main:581] : INFO : Epoch 1548 | loss: 0.0311577 | val_loss: 0.031173 | Time: 3851.65 ms [2022-04-20 19:57:20 main:581] : INFO : Epoch 1549 | loss: 0.0311567 | val_loss: 0.0311714 | Time: 3856.16 ms [2022-04-20 19:57:24 main:581] : INFO : Epoch 1550 | loss: 0.031157 | val_loss: 0.0311715 | Time: 3851.13 ms [2022-04-20 19:57:28 main:581] : INFO : Epoch 1551 | loss: 0.0311577 | val_loss: 0.0311704 | Time: 3862.87 ms [2022-04-20 19:57:32 main:581] : INFO : Epoch 1552 | loss: 0.0311562 | val_loss: 0.0311717 | Time: 3869.42 ms [2022-04-20 19:57:36 main:581] : INFO : Epoch 1553 | loss: 0.0311573 | val_loss: 0.0311735 | Time: 3883.75 ms [2022-04-20 19:57:40 main:581] : INFO : Epoch 1554 | loss: 0.0311587 | val_loss: 0.0311786 | Time: 3867.39 ms [2022-04-20 19:57:43 main:581] : INFO : Epoch 1555 | loss: 0.0311575 | val_loss: 0.0311734 | Time: 3856.69 ms [2022-04-20 19:57:47 main:581] : INFO : Epoch 1556 | loss: 0.0311577 | val_loss: 0.0311774 | Time: 3864.81 ms [2022-04-20 19:57:51 main:581] : INFO : Epoch 1557 | loss: 0.0311598 | val_loss: 0.031175 | Time: 3866.8 ms [2022-04-20 19:57:55 main:581] : INFO : Epoch 1558 | loss: 0.0311602 | val_loss: 0.0311766 | Time: 3860.67 ms [2022-04-20 19:57:59 main:581] : INFO : Epoch 1559 | loss: 0.0311576 | val_loss: 0.0311759 | Time: 3859.67 ms [2022-04-20 19:58:03 main:581] : INFO : Epoch 1560 | loss: 0.0311586 | val_loss: 0.031179 | Time: 3849.39 ms [2022-04-20 19:58:07 main:581] : INFO : Epoch 1561 | loss: 0.0311607 | val_loss: 0.031184 | Time: 3883.34 ms [2022-04-20 19:58:11 main:581] : INFO : Epoch 1562 | loss: 0.031161 | val_loss: 0.031173 | Time: 3868.76 ms [2022-04-20 19:58:14 main:581] : INFO : Epoch 1563 | loss: 0.031159 | val_loss: 0.0311732 | Time: 3863.32 ms [2022-04-20 19:58:18 main:581] : INFO : Epoch 1564 | loss: 0.0311595 | val_loss: 0.031175 | Time: 3873.94 ms [2022-04-20 19:58:22 main:581] : INFO : Epoch 1565 | loss: 0.0311603 | val_loss: 0.0311724 | Time: 3859.05 ms [2022-04-20 19:58:26 main:581] : INFO : Epoch 1566 | loss: 0.0311587 | val_loss: 0.0311773 | Time: 3854.87 ms [2022-04-20 19:58:30 main:581] : INFO : Epoch 1567 | loss: 0.0311633 | val_loss: 0.0311813 | Time: 3848.8 ms [2022-04-20 19:58:34 main:581] : INFO : Epoch 1568 | loss: 0.0311635 | val_loss: 0.0311762 | Time: 3859.88 ms [2022-04-20 19:58:38 main:581] : INFO : Epoch 1569 | loss: 0.0311631 | val_loss: 0.0311712 | Time: 3857.84 ms [2022-04-20 19:58:41 main:581] : INFO : Epoch 1570 | loss: 0.0311624 | val_loss: 0.0311714 | Time: 3849.96 ms [2022-04-20 19:58:45 main:581] : INFO : Epoch 1571 | loss: 0.0311603 | val_loss: 0.0311735 | Time: 3847.41 ms [2022-04-20 19:58:49 main:581] : INFO : Epoch 1572 | loss: 0.0311602 | val_loss: 0.0311749 | Time: 3851.28 ms [2022-04-20 19:58:53 main:581] : INFO : Epoch 1573 | loss: 0.0311627 | val_loss: 0.031175 | Time: 3855.52 ms [2022-04-20 19:58:57 main:581] : INFO : Epoch 1574 | loss: 0.03116 | val_loss: 0.0311738 | Time: 3871.02 ms [2022-04-20 19:59:01 main:581] : INFO : Epoch 1575 | loss: 0.0311588 | val_loss: 0.0311727 | Time: 3852.06 ms [2022-04-20 19:59:05 main:581] : INFO : Epoch 1576 | loss: 0.0311586 | val_loss: 0.0311722 | Time: 3860.39 ms [2022-04-20 19:59:08 main:581] : INFO : Epoch 1577 | loss: 0.0311579 | val_loss: 0.031172 | Time: 3865.16 ms [2022-04-20 19:59:12 main:581] : INFO : Epoch 1578 | loss: 0.0311597 | val_loss: 0.0311728 | Time: 3851.62 ms [2022-04-20 19:59:16 main:581] : INFO : Epoch 1579 | loss: 0.0311606 | val_loss: 0.0311762 | Time: 3855.2 ms [2022-04-20 19:59:20 main:581] : INFO : Epoch 1580 | loss: 0.0311696 | val_loss: 0.031178 | Time: 3855.86 ms [2022-04-20 19:59:24 main:581] : INFO : Epoch 1581 | loss: 0.0311681 | val_loss: 0.0311802 | Time: 3851.1 ms [2022-04-20 19:59:28 main:581] : INFO : Epoch 1582 | loss: 0.0311663 | val_loss: 0.0311793 | Time: 3862.08 ms [2022-04-20 19:59:32 main:581] : INFO : Epoch 1583 | loss: 0.031166 | val_loss: 0.0311873 | Time: 3867.68 ms [2022-04-20 19:59:35 main:581] : INFO : Epoch 1584 | loss: 0.0311666 | val_loss: 0.0311799 | Time: 3861.1 ms [2022-04-20 19:59:39 main:581] : INFO : Epoch 1585 | loss: 0.0311661 | val_loss: 0.0311807 | Time: 3842.43 ms [2022-04-20 19:59:43 main:581] : INFO : Epoch 1586 | loss: 0.0311667 | val_loss: 0.0311856 | Time: 3841.26 ms [2022-04-20 19:59:47 main:581] : INFO : Epoch 1587 | loss: 0.0311641 | val_loss: 0.0311798 | Time: 3859.18 ms [2022-04-20 19:59:51 main:581] : INFO : Epoch 1588 | loss: 0.0311623 | val_loss: 0.0311779 | Time: 3850.37 ms [2022-04-20 19:59:55 main:581] : INFO : Epoch 1589 | loss: 0.0311616 | val_loss: 0.0311799 | Time: 3855.78 ms [2022-04-20 19:59:59 main:581] : INFO : Epoch 1590 | loss: 0.0311622 | val_loss: 0.0311783 | Time: 3852.62 ms [2022-04-20 20:00:02 main:581] : INFO : Epoch 1591 | loss: 0.031166 | val_loss: 0.031176 | Time: 3878 ms [2022-04-20 20:00:06 main:581] : INFO : Epoch 1592 | loss: 0.0311664 | val_loss: 0.031175 | Time: 3874.15 ms [2022-04-20 20:00:10 main:581] : INFO : Epoch 1593 | loss: 0.0311651 | val_loss: 0.0311775 | Time: 3857.71 ms [2022-04-20 20:00:14 main:581] : INFO : Epoch 1594 | loss: 0.0311659 | val_loss: 0.0311741 | Time: 3853.81 ms [2022-04-20 20:00:18 main:581] : INFO : Epoch 1595 | loss: 0.0311639 | val_loss: 0.0311771 | Time: 3867.56 ms [2022-04-20 20:00:22 main:581] : INFO : Epoch 1596 | loss: 0.0311658 | val_loss: 0.0311757 | Time: 3870.79 ms [2022-04-20 20:00:26 main:581] : INFO : Epoch 1597 | loss: 0.0311677 | val_loss: 0.0311743 | Time: 3859.8 ms [2022-04-20 20:00:29 main:581] : INFO : Epoch 1598 | loss: 0.0311654 | val_loss: 0.0311726 | Time: 3864.58 ms [2022-04-20 20:00:33 main:581] : INFO : Epoch 1599 | loss: 0.031164 | val_loss: 0.0311708 | Time: 3860.9 ms [2022-04-20 20:00:37 main:581] : INFO : Epoch 1600 | loss: 0.0311645 | val_loss: 0.0311703 | Time: 3843.72 ms [2022-04-20 20:00:41 main:581] : INFO : Epoch 1601 | loss: 0.031163 | val_loss: 0.0311735 | Time: 3868.68 ms [2022-04-20 20:00:45 main:581] : INFO : Epoch 1602 | loss: 0.031168 | val_loss: 0.0311751 | Time: 3860.86 ms [2022-04-20 20:00:49 main:581] : INFO : Epoch 1603 | loss: 0.0311661 | val_loss: 0.0311749 | Time: 3854.4 ms [2022-04-20 20:00:53 main:581] : INFO : Epoch 1604 | loss: 0.0311628 | val_loss: 0.0311774 | Time: 3858.84 ms [2022-04-20 20:00:56 main:581] : INFO : Epoch 1605 | loss: 0.0311636 | val_loss: 0.0311777 | Time: 3871.05 ms [2022-04-20 20:01:00 main:581] : INFO : Epoch 1606 | loss: 0.0311623 | val_loss: 0.0311725 | Time: 3860.11 ms [2022-04-20 20:01:04 main:581] : INFO : Epoch 1607 | loss: 0.0311613 | val_loss: 0.0311763 | Time: 3866.73 ms [2022-04-20 20:01:08 main:581] : INFO : Epoch 1608 | loss: 0.0311615 | val_loss: 0.0311726 | Time: 3857.81 ms [2022-04-20 20:01:12 main:581] : INFO : Epoch 1609 | loss: 0.0311602 | val_loss: 0.0311767 | Time: 3864.61 ms [2022-04-20 20:01:16 main:581] : INFO : Epoch 1610 | loss: 0.031164 | val_loss: 0.0311752 | Time: 3863.87 ms [2022-04-20 20:01:20 main:581] : INFO : Epoch 1611 | loss: 0.0311718 | val_loss: 0.031187 | Time: 3854.3 ms [2022-04-20 20:01:23 main:581] : INFO : Epoch 1612 | loss: 0.0311643 | val_loss: 0.0311746 | Time: 3851.24 ms [2022-04-20 20:01:27 main:581] : INFO : Epoch 1613 | loss: 0.0311641 | val_loss: 0.0311827 | Time: 3859.82 ms [2022-04-20 20:01:31 main:581] : INFO : Epoch 1614 | loss: 0.0311607 | val_loss: 0.0311749 | Time: 3844.41 ms [2022-04-20 20:01:35 main:581] : INFO : Epoch 1615 | loss: 0.0311592 | val_loss: 0.0311746 | Time: 3859.8 ms [2022-04-20 20:01:39 main:581] : INFO : Epoch 1616 | loss: 0.0311581 | val_loss: 0.0311793 | Time: 3841.64 ms [2022-04-20 20:01:43 main:581] : INFO : Epoch 1617 | loss: 0.031161 | val_loss: 0.0311771 | Time: 3845.68 ms [2022-04-20 20:01:47 main:581] : INFO : Epoch 1618 | loss: 0.0311599 | val_loss: 0.0311799 | Time: 3863.35 ms [2022-04-20 20:01:50 main:581] : INFO : Epoch 1619 | loss: 0.0311634 | val_loss: 0.0311763 | Time: 3862.61 ms [2022-04-20 20:01:54 main:581] : INFO : Epoch 1620 | loss: 0.0311605 | val_loss: 0.0311792 | Time: 3837.36 ms [2022-04-20 20:01:58 main:581] : INFO : Epoch 1621 | loss: 0.031163 | val_loss: 0.0311781 | Time: 3853.73 ms [2022-04-20 20:02:02 main:581] : INFO : Epoch 1622 | loss: 0.0311626 | val_loss: 0.0311785 | Time: 3860.69 ms [2022-04-20 20:02:06 main:581] : INFO : Epoch 1623 | loss: 0.0311611 | val_loss: 0.031176 | Time: 3859.09 ms [2022-04-20 20:02:10 main:581] : INFO : Epoch 1624 | loss: 0.0311595 | val_loss: 0.0311773 | Time: 3880.67 ms [2022-04-20 20:02:14 main:581] : INFO : Epoch 1625 | loss: 0.0311597 | val_loss: 0.0311777 | Time: 3849.58 ms [2022-04-20 20:02:17 main:581] : INFO : Epoch 1626 | loss: 0.0311625 | val_loss: 0.0311786 | Time: 3871.48 ms [2022-04-20 20:02:21 main:581] : INFO : Epoch 1627 | loss: 0.0311582 | val_loss: 0.0311754 | Time: 3859.73 ms [2022-04-20 20:02:25 main:581] : INFO : Epoch 1628 | loss: 0.0311592 | val_loss: 0.0311803 | Time: 3861.88 ms [2022-04-20 20:02:29 main:581] : INFO : Epoch 1629 | loss: 0.0311596 | val_loss: 0.0311789 | Time: 3856.71 ms [2022-04-20 20:02:33 main:581] : INFO : Epoch 1630 | loss: 0.0311584 | val_loss: 0.0311758 | Time: 3889.5 ms [2022-04-20 20:02:37 main:581] : INFO : Epoch 1631 | loss: 0.0311599 | val_loss: 0.0311851 | Time: 3859.74 ms [2022-04-20 20:02:41 main:581] : INFO : Epoch 1632 | loss: 0.0311608 | val_loss: 0.0311825 | Time: 3853.66 ms [2022-04-20 20:02:45 main:581] : INFO : Epoch 1633 | loss: 0.0311577 | val_loss: 0.0311811 | Time: 3861.08 ms [2022-04-20 20:02:48 main:581] : INFO : Epoch 1634 | loss: 0.0311578 | val_loss: 0.0311768 | Time: 3849.65 ms [2022-04-20 20:02:52 main:581] : INFO : Epoch 1635 | loss: 0.0311581 | val_loss: 0.0311766 | Time: 3861.18 ms [2022-04-20 20:02:56 main:581] : INFO : Epoch 1636 | loss: 0.0311598 | val_loss: 0.0311921 | Time: 3854.91 ms [2022-04-20 20:03:00 main:581] : INFO : Epoch 1637 | loss: 0.0311593 | val_loss: 0.0311769 | Time: 3852.73 ms [2022-04-20 20:03:04 main:581] : INFO : Epoch 1638 | loss: 0.0311587 | val_loss: 0.0311864 | Time: 3857.32 ms [2022-04-20 20:03:08 main:581] : INFO : Epoch 1639 | loss: 0.031159 | val_loss: 0.0311748 | Time: 3838.99 ms [2022-04-20 20:03:11 main:581] : INFO : Epoch 1640 | loss: 0.0311557 | val_loss: 0.0311794 | Time: 3845.2 ms [2022-04-20 20:03:15 main:581] : INFO : Epoch 1641 | loss: 0.0311562 | val_loss: 0.0311761 | Time: 3863.67 ms [2022-04-20 20:03:19 main:581] : INFO : Epoch 1642 | loss: 0.0311569 | val_loss: 0.0311764 | Time: 3849.15 ms [2022-04-20 20:03:23 main:581] : INFO : Epoch 1643 | loss: 0.0311566 | val_loss: 0.0311773 | Time: 3876.52 ms [2022-04-20 20:03:27 main:581] : INFO : Epoch 1644 | loss: 0.0311555 | val_loss: 0.0311742 | Time: 3875.89 ms [2022-04-20 20:03:31 main:581] : INFO : Epoch 1645 | loss: 0.0311572 | val_loss: 0.0311753 | Time: 3849.54 ms [2022-04-20 20:03:35 main:581] : INFO : Epoch 1646 | loss: 0.0311561 | val_loss: 0.0311775 | Time: 3854.37 ms [2022-04-20 20:03:39 main:581] : INFO : Epoch 1647 | loss: 0.0311597 | val_loss: 0.0311809 | Time: 3865.4 ms [2022-04-20 20:03:42 main:581] : INFO : Epoch 1648 | loss: 0.031156 | val_loss: 0.0311769 | Time: 3856.86 ms [2022-04-20 20:03:46 main:581] : INFO : Epoch 1649 | loss: 0.0311557 | val_loss: 0.0311789 | Time: 3863.91 ms [2022-04-20 20:03:50 main:581] : INFO : Epoch 1650 | loss: 0.0311576 | val_loss: 0.0311803 | Time: 3846.18 ms [2022-04-20 20:03:54 main:581] : INFO : Epoch 1651 | loss: 0.0311541 | val_loss: 0.0311805 | Time: 3846.06 ms [2022-04-20 20:03:58 main:581] : INFO : Epoch 1652 | loss: 0.0311551 | val_loss: 0.0311759 | Time: 3862.51 ms [2022-04-20 20:04:02 main:581] : INFO : Epoch 1653 | loss: 0.0311612 | val_loss: 0.0311797 | Time: 3860.05 ms [2022-04-20 20:04:06 main:581] : INFO : Epoch 1654 | loss: 0.0311633 | val_loss: 0.0311768 | Time: 3855.15 ms [2022-04-20 20:04:09 main:581] : INFO : Epoch 1655 | loss: 0.0311615 | val_loss: 0.0311795 | Time: 3849.26 ms [2022-04-20 20:04:13 main:581] : INFO : Epoch 1656 | loss: 0.0311626 | val_loss: 0.0311735 | Time: 3854.25 ms [2022-04-20 20:04:17 main:581] : INFO : Epoch 1657 | loss: 0.0311607 | val_loss: 0.0311747 | Time: 3861.77 ms [2022-04-20 20:04:21 main:581] : INFO : Epoch 1658 | loss: 0.0311595 | val_loss: 0.0311759 | Time: 3856.32 ms [2022-04-20 20:04:25 main:581] : INFO : Epoch 1659 | loss: 0.0311611 | val_loss: 0.0311758 | Time: 3854.42 ms [2022-04-20 20:04:29 main:581] : INFO : Epoch 1660 | loss: 0.0311625 | val_loss: 0.031173 | Time: 3854.04 ms [2022-04-20 20:04:33 main:581] : INFO : Epoch 1661 | loss: 0.0311602 | val_loss: 0.0311736 | Time: 3856.78 ms [2022-04-20 20:04:36 main:581] : INFO : Epoch 1662 | loss: 0.0311618 | val_loss: 0.0311752 | Time: 3870.16 ms [2022-04-20 20:04:40 main:581] : INFO : Epoch 1663 | loss: 0.0311627 | val_loss: 0.0311746 | Time: 3886.23 ms [2022-04-20 20:04:44 main:581] : INFO : Epoch 1664 | loss: 0.0311599 | val_loss: 0.0311726 | Time: 3863.87 ms [2022-04-20 20:04:48 main:581] : INFO : Epoch 1665 | loss: 0.0311581 | val_loss: 0.0311731 | Time: 3856.35 ms [2022-04-20 20:04:52 main:581] : INFO : Epoch 1666 | loss: 0.0311581 | val_loss: 0.0311754 | Time: 3867.58 ms [2022-04-20 20:04:56 main:581] : INFO : Epoch 1667 | loss: 0.0311584 | val_loss: 0.0311749 | Time: 3866.56 ms [2022-04-20 20:05:00 main:581] : INFO : Epoch 1668 | loss: 0.0311582 | val_loss: 0.0311736 | Time: 3859.15 ms [2022-04-20 20:05:03 main:581] : INFO : Epoch 1669 | loss: 0.0311585 | val_loss: 0.0311741 | Time: 3856.43 ms [2022-04-20 20:05:07 main:581] : INFO : Epoch 1670 | loss: 0.0311565 | val_loss: 0.0311747 | Time: 3852.02 ms [2022-04-20 20:05:11 main:581] : INFO : Epoch 1671 | loss: 0.0311574 | val_loss: 0.0311823 | Time: 3855.67 ms [2022-04-20 20:05:15 main:581] : INFO : Epoch 1672 | loss: 0.0311579 | val_loss: 0.0311729 | Time: 3869.75 ms [2022-04-20 20:05:19 main:581] : INFO : Epoch 1673 | loss: 0.0311561 | val_loss: 0.0311752 | Time: 3850.32 ms [2022-04-20 20:05:23 main:581] : INFO : Epoch 1674 | loss: 0.0311569 | val_loss: 0.0311778 | Time: 3869.88 ms [2022-04-20 20:05:27 main:581] : INFO : Epoch 1675 | loss: 0.0311588 | val_loss: 0.0311751 | Time: 3864.29 ms [2022-04-20 20:05:30 main:581] : INFO : Epoch 1676 | loss: 0.0311573 | val_loss: 0.0311769 | Time: 3855.54 ms [2022-04-20 20:05:34 main:581] : INFO : Epoch 1677 | loss: 0.0311608 | val_loss: 0.0311757 | Time: 3841.57 ms [2022-04-20 20:05:38 main:581] : INFO : Epoch 1678 | loss: 0.0311595 | val_loss: 0.0311723 | Time: 3895.66 ms [2022-04-20 20:05:42 main:581] : INFO : Epoch 1679 | loss: 0.0311571 | val_loss: 0.0311767 | Time: 3849.01 ms [2022-04-20 20:05:46 main:581] : INFO : Epoch 1680 | loss: 0.0311586 | val_loss: 0.0311724 | Time: 3851.08 ms [2022-04-20 20:05:50 main:581] : INFO : Epoch 1681 | loss: 0.0311571 | val_loss: 0.0311736 | Time: 3844.36 ms [2022-04-20 20:05:54 main:581] : INFO : Epoch 1682 | loss: 0.031157 | val_loss: 0.0311751 | Time: 3838.16 ms [2022-04-20 20:05:57 main:581] : INFO : Epoch 1683 | loss: 0.0311553 | val_loss: 0.0311736 | Time: 3857.77 ms [2022-04-20 20:06:01 main:581] : INFO : Epoch 1684 | loss: 0.0311559 | val_loss: 0.031174 | Time: 3855.21 ms [2022-04-20 20:06:05 main:581] : INFO : Epoch 1685 | loss: 0.0311557 | val_loss: 0.0311708 | Time: 3863.18 ms [2022-04-20 20:06:09 main:581] : INFO : Epoch 1686 | loss: 0.0311544 | val_loss: 0.031174 | Time: 3860.07 ms [2022-04-20 20:06:13 main:581] : INFO : Epoch 1687 | loss: 0.031156 | val_loss: 0.0311741 | Time: 3852.73 ms [2022-04-20 20:06:17 main:581] : INFO : Epoch 1688 | loss: 0.0311563 | val_loss: 0.031179 | Time: 3868.3 ms [2022-04-20 20:06:21 main:581] : INFO : Epoch 1689 | loss: 0.0311594 | val_loss: 0.0311779 | Time: 3855.88 ms [2022-04-20 20:06:24 main:581] : INFO : Epoch 1690 | loss: 0.03116 | val_loss: 0.0311712 | Time: 3843.99 ms [2022-04-20 20:06:28 main:581] : INFO : Epoch 1691 | loss: 0.0311587 | val_loss: 0.0311738 | Time: 3876.7 ms [2022-04-20 20:06:32 main:581] : INFO : Epoch 1692 | loss: 0.0311625 | val_loss: 0.031175 | Time: 3860.8 ms [2022-04-20 20:06:36 main:581] : INFO : Epoch 1693 | loss: 0.0311654 | val_loss: 0.0311848 | Time: 3846.93 ms [2022-04-20 20:06:40 main:581] : INFO : Epoch 1694 | loss: 0.0311704 | val_loss: 0.0311775 | Time: 3859.64 ms [2022-04-20 20:06:44 main:581] : INFO : Epoch 1695 | loss: 0.0311653 | val_loss: 0.0311817 | Time: 3852.84 ms [2022-04-20 20:06:48 main:581] : INFO : Epoch 1696 | loss: 0.0311614 | val_loss: 0.0311754 | Time: 3859.15 ms [2022-04-20 20:06:51 main:581] : INFO : Epoch 1697 | loss: 0.0311587 | val_loss: 0.0311747 | Time: 3861.39 ms [2022-04-20 20:06:55 main:581] : INFO : Epoch 1698 | loss: 0.0311613 | val_loss: 0.0311816 | Time: 3875.65 ms [2022-04-20 20:06:59 main:581] : INFO : Epoch 1699 | loss: 0.0311634 | val_loss: 0.0311726 | Time: 3852.13 ms [2022-04-20 20:07:03 main:581] : INFO : Epoch 1700 | loss: 0.0311637 | val_loss: 0.0311773 | Time: 3866.31 ms [2022-04-20 20:07:07 main:581] : INFO : Epoch 1701 | loss: 0.0311629 | val_loss: 0.0311735 | Time: 3846.62 ms [2022-04-20 20:07:11 main:581] : INFO : Epoch 1702 | loss: 0.0311615 | val_loss: 0.0311743 | Time: 3875.15 ms [2022-04-20 20:07:15 main:581] : INFO : Epoch 1703 | loss: 0.0311642 | val_loss: 0.0311732 | Time: 3874.51 ms [2022-04-20 20:07:19 main:581] : INFO : Epoch 1704 | loss: 0.0311621 | val_loss: 0.0311733 | Time: 3857.96 ms [2022-04-20 20:07:22 main:581] : INFO : Epoch 1705 | loss: 0.031162 | val_loss: 0.0311759 | Time: 3859.83 ms [2022-04-20 20:07:26 main:581] : INFO : Epoch 1706 | loss: 0.0311611 | val_loss: 0.0311726 | Time: 3862.01 ms [2022-04-20 20:07:30 main:581] : INFO : Epoch 1707 | loss: 0.031159 | val_loss: 0.0311739 | Time: 3855.08 ms [2022-04-20 20:07:34 main:581] : INFO : Epoch 1708 | loss: 0.0311626 | val_loss: 0.0311689 | Time: 3845.28 ms [2022-04-20 20:07:38 main:581] : INFO : Epoch 1709 | loss: 0.0311602 | val_loss: 0.0311722 | Time: 3841.53 ms [2022-04-20 20:07:42 main:581] : INFO : Epoch 1710 | loss: 0.0311587 | val_loss: 0.031177 | Time: 3865.95 ms [2022-04-20 20:07:45 main:581] : INFO : Epoch 1711 | loss: 0.0311617 | val_loss: 0.0311712 | Time: 3844.72 ms [2022-04-20 20:07:49 main:581] : INFO : Epoch 1712 | loss: 0.0311599 | val_loss: 0.0311728 | Time: 3867.1 ms [2022-04-20 20:07:53 main:581] : INFO : Epoch 1713 | loss: 0.0311593 | val_loss: 0.0311736 | Time: 3853.45 ms [2022-04-20 20:07:57 main:581] : INFO : Epoch 1714 | loss: 0.031162 | val_loss: 0.0311816 | Time: 3856.65 ms [2022-04-20 20:08:01 main:581] : INFO : Epoch 1715 | loss: 0.0311713 | val_loss: 0.0311741 | Time: 3892.01 ms [2022-04-20 20:08:05 main:581] : INFO : Epoch 1716 | loss: 0.0311716 | val_loss: 0.0311733 | Time: 3876.99 ms [2022-04-20 20:08:09 main:581] : INFO : Epoch 1717 | loss: 0.0311714 | val_loss: 0.0311763 | Time: 3872.91 ms [2022-04-20 20:08:13 main:581] : INFO : Epoch 1718 | loss: 0.0311719 | val_loss: 0.0311783 | Time: 3895.43 ms [2022-04-20 20:08:16 main:581] : INFO : Epoch 1719 | loss: 0.0311671 | val_loss: 0.0311711 | Time: 3868.14 ms [2022-04-20 20:08:20 main:581] : INFO : Epoch 1720 | loss: 0.0311652 | val_loss: 0.0311737 | Time: 3858.54 ms [2022-04-20 20:08:24 main:581] : INFO : Epoch 1721 | loss: 0.0311644 | val_loss: 0.0311739 | Time: 3864 ms [2022-04-20 20:08:28 main:581] : INFO : Epoch 1722 | loss: 0.031164 | val_loss: 0.0311708 | Time: 3858.76 ms [2022-04-20 20:08:32 main:581] : INFO : Epoch 1723 | loss: 0.031163 | val_loss: 0.0311709 | Time: 3880.62 ms [2022-04-20 20:08:36 main:581] : INFO : Epoch 1724 | loss: 0.0311626 | val_loss: 0.0311723 | Time: 3855.86 ms [2022-04-20 20:08:40 main:581] : INFO : Epoch 1725 | loss: 0.0311624 | val_loss: 0.0311719 | Time: 3841.31 ms [2022-04-20 20:08:43 main:581] : INFO : Epoch 1726 | loss: 0.0311626 | val_loss: 0.0311691 | Time: 3861.78 ms [2022-04-20 20:08:47 main:581] : INFO : Epoch 1727 | loss: 0.0311643 | val_loss: 0.0311728 | Time: 3856.57 ms [2022-04-20 20:08:51 main:581] : INFO : Epoch 1728 | loss: 0.0311613 | val_loss: 0.0311695 | Time: 3883.85 ms [2022-04-20 20:08:55 main:581] : INFO : Epoch 1729 | loss: 0.0311619 | val_loss: 0.0311704 | Time: 3863.06 ms [2022-04-20 20:08:59 main:581] : INFO : Epoch 1730 | loss: 0.0311625 | val_loss: 0.0311715 | Time: 3858.61 ms [2022-04-20 20:09:03 main:581] : INFO : Epoch 1731 | loss: 0.03116 | val_loss: 0.0311698 | Time: 3852.04 ms [2022-04-20 20:09:07 main:581] : INFO : Epoch 1732 | loss: 0.0311613 | val_loss: 0.0311734 | Time: 3861.81 ms [2022-04-20 20:09:10 main:581] : INFO : Epoch 1733 | loss: 0.0311601 | val_loss: 0.0311763 | Time: 3837.32 ms [2022-04-20 20:09:14 main:581] : INFO : Epoch 1734 | loss: 0.0311596 | val_loss: 0.0311732 | Time: 3855.51 ms [2022-04-20 20:09:18 main:581] : INFO : Epoch 1735 | loss: 0.0311591 | val_loss: 0.0311761 | Time: 3860.45 ms [2022-04-20 20:09:22 main:581] : INFO : Epoch 1736 | loss: 0.0311626 | val_loss: 0.0311752 | Time: 3874.71 ms [2022-04-20 20:09:26 main:581] : INFO : Epoch 1737 | loss: 0.0311611 | val_loss: 0.0311763 | Time: 3861.3 ms [2022-04-20 20:09:30 main:581] : INFO : Epoch 1738 | loss: 0.0311619 | val_loss: 0.0311735 | Time: 3857.66 ms [2022-04-20 20:09:34 main:581] : INFO : Epoch 1739 | loss: 0.0311615 | val_loss: 0.0311778 | Time: 3867.66 ms [2022-04-20 20:09:38 main:581] : INFO : Epoch 1740 | loss: 0.0311622 | val_loss: 0.0311772 | Time: 3873.54 ms [2022-04-20 20:09:41 main:581] : INFO : Epoch 1741 | loss: 0.0311638 | val_loss: 0.031184 | Time: 3848.24 ms [2022-04-20 20:09:45 main:581] : INFO : Epoch 1742 | loss: 0.03116 | val_loss: 0.0311734 | Time: 3870.63 ms [2022-04-20 20:09:49 main:581] : INFO : Epoch 1743 | loss: 0.0311577 | val_loss: 0.031176 | Time: 3868.72 ms [2022-04-20 20:09:53 main:581] : INFO : Epoch 1744 | loss: 0.0311607 | val_loss: 0.0311783 | Time: 3861.89 ms [2022-04-20 20:09:57 main:581] : INFO : Epoch 1745 | loss: 0.0311606 | val_loss: 0.0311743 | Time: 3860.77 ms [2022-04-20 20:10:01 main:581] : INFO : Epoch 1746 | loss: 0.0311585 | val_loss: 0.0311784 | Time: 3847.87 ms [2022-04-20 20:10:05 main:581] : INFO : Epoch 1747 | loss: 0.0311585 | val_loss: 0.0311785 | Time: 3855.92 ms [2022-04-20 20:10:08 main:581] : INFO : Epoch 1748 | loss: 0.0311572 | val_loss: 0.0311812 | Time: 3843.41 ms [2022-04-20 20:10:12 main:581] : INFO : Epoch 1749 | loss: 0.03116 | val_loss: 0.0311787 | Time: 3851.78 ms [2022-04-20 20:10:16 main:581] : INFO : Epoch 1750 | loss: 0.0311585 | val_loss: 0.031175 | Time: 3858.14 ms [2022-04-20 20:10:20 main:581] : INFO : Epoch 1751 | loss: 0.0311569 | val_loss: 0.031178 | Time: 3870.15 ms [2022-04-20 20:10:24 main:581] : INFO : Epoch 1752 | loss: 0.0311565 | val_loss: 0.0311747 | Time: 3842.89 ms [2022-04-20 20:10:28 main:581] : INFO : Epoch 1753 | loss: 0.0311555 | val_loss: 0.0311766 | Time: 3867.53 ms [2022-04-20 20:10:32 main:581] : INFO : Epoch 1754 | loss: 0.0311573 | val_loss: 0.0311772 | Time: 3843.69 ms [2022-04-20 20:10:35 main:581] : INFO : Epoch 1755 | loss: 0.0311567 | val_loss: 0.0311807 | Time: 3855.59 ms [2022-04-20 20:10:39 main:581] : INFO : Epoch 1756 | loss: 0.031157 | val_loss: 0.0311795 | Time: 3849.65 ms [2022-04-20 20:10:43 main:581] : INFO : Epoch 1757 | loss: 0.0311555 | val_loss: 0.0311783 | Time: 3854.31 ms [2022-04-20 20:10:47 main:581] : INFO : Epoch 1758 | loss: 0.0311555 | val_loss: 0.0311789 | Time: 3845.01 ms [2022-04-20 20:10:51 main:581] : INFO : Epoch 1759 | loss: 0.0311562 | val_loss: 0.0311771 | Time: 3873.07 ms [2022-04-20 20:10:55 main:581] : INFO : Epoch 1760 | loss: 0.0311559 | val_loss: 0.0311749 | Time: 3858.67 ms [2022-04-20 20:10:59 main:581] : INFO : Epoch 1761 | loss: 0.0311557 | val_loss: 0.0311797 | Time: 3862.45 ms [2022-04-20 20:11:02 main:581] : INFO : Epoch 1762 | loss: 0.03116 | val_loss: 0.0311909 | Time: 3861.18 ms [2022-04-20 20:11:06 main:581] : INFO : Epoch 1763 | loss: 0.0311635 | val_loss: 0.0311755 | Time: 3863.08 ms [2022-04-20 20:11:10 main:581] : INFO : Epoch 1764 | loss: 0.0311564 | val_loss: 0.0311752 | Time: 3871.05 ms [2022-04-20 20:11:14 main:581] : INFO : Epoch 1765 | loss: 0.031157 | val_loss: 0.0311759 | Time: 3861.44 ms [2022-04-20 20:11:18 main:581] : INFO : Epoch 1766 | loss: 0.0311576 | val_loss: 0.0311746 | Time: 3853.53 ms [2022-04-20 20:11:22 main:581] : INFO : Epoch 1767 | loss: 0.0311584 | val_loss: 0.0311739 | Time: 3867.95 ms [2022-04-20 20:11:26 main:581] : INFO : Epoch 1768 | loss: 0.0311563 | val_loss: 0.0311718 | Time: 3882.73 ms [2022-04-20 20:11:29 main:581] : INFO : Epoch 1769 | loss: 0.0311559 | val_loss: 0.0311791 | Time: 3846.8 ms [2022-04-20 20:11:33 main:581] : INFO : Epoch 1770 | loss: 0.0311584 | val_loss: 0.0311725 | Time: 3874.48 ms [2022-04-20 20:11:37 main:581] : INFO : Epoch 1771 | loss: 0.0311584 | val_loss: 0.031178 | Time: 3873.64 ms [2022-04-20 20:11:41 main:581] : INFO : Epoch 1772 | loss: 0.0311585 | val_loss: 0.0311736 | Time: 3863.35 ms [2022-04-20 20:11:45 main:581] : INFO : Epoch 1773 | loss: 0.0311561 | val_loss: 0.0311744 | Time: 3860.82 ms [2022-04-20 20:11:49 main:581] : INFO : Epoch 1774 | loss: 0.0311583 | val_loss: 0.0311755 | Time: 3857.32 ms [2022-04-20 20:11:53 main:581] : INFO : Epoch 1775 | loss: 0.0311601 | val_loss: 0.0311766 | Time: 3858.71 ms [2022-04-20 20:11:57 main:581] : INFO : Epoch 1776 | loss: 0.0311603 | val_loss: 0.0311772 | Time: 3850.05 ms [2022-04-20 20:12:00 main:581] : INFO : Epoch 1777 | loss: 0.0311585 | val_loss: 0.0311733 | Time: 3853.91 ms [2022-04-20 20:12:04 main:581] : INFO : Epoch 1778 | loss: 0.0311584 | val_loss: 0.0311739 | Time: 3858.28 ms [2022-04-20 20:12:08 main:581] : INFO : Epoch 1779 | loss: 0.0311588 | val_loss: 0.031177 | Time: 3872.54 ms [2022-04-20 20:12:12 main:581] : INFO : Epoch 1780 | loss: 0.0311562 | val_loss: 0.0311757 | Time: 3859.69 ms [2022-04-20 20:12:16 main:581] : INFO : Epoch 1781 | loss: 0.0311561 | val_loss: 0.0311736 | Time: 3856.02 ms [2022-04-20 20:12:20 main:581] : INFO : Epoch 1782 | loss: 0.0311589 | val_loss: 0.0311823 | Time: 3853.42 ms [2022-04-20 20:12:24 main:581] : INFO : Epoch 1783 | loss: 0.0311563 | val_loss: 0.0311911 | Time: 3846.98 ms [2022-04-20 20:12:27 main:581] : INFO : Epoch 1784 | loss: 0.0311583 | val_loss: 0.0311778 | Time: 3847.83 ms [2022-04-20 20:12:31 main:581] : INFO : Epoch 1785 | loss: 0.0311547 | val_loss: 0.0311775 | Time: 3855.8 ms [2022-04-20 20:12:35 main:581] : INFO : Epoch 1786 | loss: 0.0311545 | val_loss: 0.0311739 | Time: 3865.52 ms [2022-04-20 20:12:39 main:581] : INFO : Epoch 1787 | loss: 0.0311585 | val_loss: 0.0311773 | Time: 3853.5 ms [2022-04-20 20:12:43 main:581] : INFO : Epoch 1788 | loss: 0.0311569 | val_loss: 0.0311749 | Time: 3859.03 ms [2022-04-20 20:12:47 main:581] : INFO : Epoch 1789 | loss: 0.0311565 | val_loss: 0.0311764 | Time: 3861.52 ms [2022-04-20 20:12:51 main:581] : INFO : Epoch 1790 | loss: 0.0311556 | val_loss: 0.0311754 | Time: 3850.29 ms [2022-04-20 20:12:54 main:581] : INFO : Epoch 1791 | loss: 0.0311555 | val_loss: 0.0311739 | Time: 3858.46 ms [2022-04-20 20:12:58 main:581] : INFO : Epoch 1792 | loss: 0.0311546 | val_loss: 0.0311752 | Time: 3848.41 ms [2022-04-20 20:13:02 main:581] : INFO : Epoch 1793 | loss: 0.0311546 | val_loss: 0.0311768 | Time: 3847.36 ms [2022-04-20 20:13:06 main:581] : INFO : Epoch 1794 | loss: 0.0311549 | val_loss: 0.0311739 | Time: 3849.35 ms [2022-04-20 20:13:10 main:581] : INFO : Epoch 1795 | loss: 0.0311545 | val_loss: 0.0311779 | Time: 3848.75 ms [2022-04-20 20:13:14 main:581] : INFO : Epoch 1796 | loss: 0.0311565 | val_loss: 0.031175 | Time: 3863.64 ms [2022-04-20 20:13:18 main:581] : INFO : Epoch 1797 | loss: 0.0311536 | val_loss: 0.0311765 | Time: 3883.16 ms [2022-04-20 20:13:21 main:581] : INFO : Epoch 1798 | loss: 0.0311549 | val_loss: 0.0311758 | Time: 3872.42 ms [2022-04-20 20:13:25 main:581] : INFO : Epoch 1799 | loss: 0.0311586 | val_loss: 0.0311746 | Time: 3867.5 ms [2022-04-20 20:13:29 main:581] : INFO : Epoch 1800 | loss: 0.0311568 | val_loss: 0.0311724 | Time: 3853.34 ms [2022-04-20 20:13:33 main:581] : INFO : Epoch 1801 | loss: 0.0311571 | val_loss: 0.0311752 | Time: 3872.86 ms [2022-04-20 20:13:37 main:581] : INFO : Epoch 1802 | loss: 0.0311587 | val_loss: 0.0311851 | Time: 3866.1 ms [2022-04-20 20:13:41 main:581] : INFO : Epoch 1803 | loss: 0.0311622 | val_loss: 0.0311872 | Time: 3871.22 ms [2022-04-20 20:13:45 main:581] : INFO : Epoch 1804 | loss: 0.0311605 | val_loss: 0.0311756 | Time: 3867.17 ms [2022-04-20 20:13:48 main:581] : INFO : Epoch 1805 | loss: 0.0311588 | val_loss: 0.0311782 | Time: 3879.05 ms [2022-04-20 20:13:52 main:581] : INFO : Epoch 1806 | loss: 0.0311565 | val_loss: 0.0311742 | Time: 3860.18 ms [2022-04-20 20:13:56 main:581] : INFO : Epoch 1807 | loss: 0.0311575 | val_loss: 0.0311754 | Time: 3860.88 ms [2022-04-20 20:14:00 main:581] : INFO : Epoch 1808 | loss: 0.031157 | val_loss: 0.0311764 | Time: 3862.81 ms [2022-04-20 20:14:04 main:581] : INFO : Epoch 1809 | loss: 0.0311557 | val_loss: 0.0311714 | Time: 3860.79 ms [2022-04-20 20:14:08 main:581] : INFO : Epoch 1810 | loss: 0.0311567 | val_loss: 0.0311745 | Time: 3850.72 ms [2022-04-20 20:14:12 main:581] : INFO : Epoch 1811 | loss: 0.0311644 | val_loss: 0.0311762 | Time: 3849.05 ms [2022-04-20 20:14:15 main:581] : INFO : Epoch 1812 | loss: 0.031165 | val_loss: 0.0311747 | Time: 3862 ms [2022-04-20 20:14:19 main:581] : INFO : Epoch 1813 | loss: 0.0311626 | val_loss: 0.0311762 | Time: 3852.55 ms [2022-04-20 20:14:23 main:581] : INFO : Epoch 1814 | loss: 0.0311615 | val_loss: 0.0311779 | Time: 3853.23 ms [2022-04-20 20:14:27 main:581] : INFO : Epoch 1815 | loss: 0.0311596 | val_loss: 0.0311738 | Time: 3882.92 ms [2022-04-20 20:14:31 main:581] : INFO : Epoch 1816 | loss: 0.0311593 | val_loss: 0.0311724 | Time: 3846.01 ms [2022-04-20 20:14:35 main:581] : INFO : Epoch 1817 | loss: 0.0311586 | val_loss: 0.0311732 | Time: 3851.43 ms [2022-04-20 20:14:39 main:581] : INFO : Epoch 1818 | loss: 0.0311576 | val_loss: 0.0311733 | Time: 3849.06 ms [2022-04-20 20:14:42 main:581] : INFO : Epoch 1819 | loss: 0.0311571 | val_loss: 0.0311722 | Time: 3872.64 ms [2022-04-20 20:14:46 main:581] : INFO : Epoch 1820 | loss: 0.0311586 | val_loss: 0.0311787 | Time: 3857.89 ms [2022-04-20 20:14:50 main:581] : INFO : Epoch 1821 | loss: 0.0311594 | val_loss: 0.0311711 | Time: 3861.16 ms [2022-04-20 20:14:54 main:581] : INFO : Epoch 1822 | loss: 0.0311575 | val_loss: 0.0311712 | Time: 3845.75 ms [2022-04-20 20:14:58 main:581] : INFO : Epoch 1823 | loss: 0.0311574 | val_loss: 0.0311713 | Time: 3864.41 ms [2022-04-20 20:15:02 main:581] : INFO : Epoch 1824 | loss: 0.0311566 | val_loss: 0.0311717 | Time: 3861.49 ms [2022-04-20 20:15:06 main:581] : INFO : Epoch 1825 | loss: 0.0311573 | val_loss: 0.0311708 | Time: 3850.06 ms [2022-04-20 20:15:09 main:581] : INFO : Epoch 1826 | loss: 0.0311588 | val_loss: 0.0311719 | Time: 3853.27 ms [2022-04-20 20:15:13 main:581] : INFO : Epoch 1827 | loss: 0.0311609 | val_loss: 0.0311743 | Time: 3858.27 ms [2022-04-20 20:15:17 main:581] : INFO : Epoch 1828 | loss: 0.0311594 | val_loss: 0.0311737 | Time: 3843.68 ms [2022-04-20 20:15:21 main:581] : INFO : Epoch 1829 | loss: 0.03116 | val_loss: 0.031172 | Time: 3870.8 ms [2022-04-20 20:15:25 main:581] : INFO : Epoch 1830 | loss: 0.0311576 | val_loss: 0.0311746 | Time: 3850.48 ms [2022-04-20 20:15:29 main:581] : INFO : Epoch 1831 | loss: 0.031162 | val_loss: 0.0311714 | Time: 3839.64 ms [2022-04-20 20:15:33 main:581] : INFO : Epoch 1832 | loss: 0.031158 | val_loss: 0.0311708 | Time: 3844.09 ms [2022-04-20 20:15:36 main:581] : INFO : Epoch 1833 | loss: 0.0311566 | val_loss: 0.031174 | Time: 3854.92 ms [2022-04-20 20:15:40 main:581] : INFO : Epoch 1834 | loss: 0.0311558 | val_loss: 0.03117 | Time: 3868.7 ms [2022-04-20 20:15:44 main:581] : INFO : Epoch 1835 | loss: 0.0311596 | val_loss: 0.0311728 | Time: 3851.16 ms [2022-04-20 20:15:48 main:581] : INFO : Epoch 1836 | loss: 0.0311639 | val_loss: 0.0311712 | Time: 3878.13 ms [2022-04-20 20:15:52 main:581] : INFO : Epoch 1837 | loss: 0.0311619 | val_loss: 0.0311722 | Time: 3865.36 ms [2022-04-20 20:15:56 main:581] : INFO : Epoch 1838 | loss: 0.0311631 | val_loss: 0.0311829 | Time: 3856.17 ms [2022-04-20 20:16:00 main:581] : INFO : Epoch 1839 | loss: 0.0311638 | val_loss: 0.0311793 | Time: 3866.1 ms [2022-04-20 20:16:03 main:581] : INFO : Epoch 1840 | loss: 0.0311618 | val_loss: 0.0311728 | Time: 3855.99 ms [2022-04-20 20:16:07 main:581] : INFO : Epoch 1841 | loss: 0.0311603 | val_loss: 0.0311757 | Time: 3873.4 ms [2022-04-20 20:16:11 main:581] : INFO : Epoch 1842 | loss: 0.0311628 | val_loss: 0.0311728 | Time: 3855.66 ms [2022-04-20 20:16:15 main:581] : INFO : Epoch 1843 | loss: 0.0311622 | val_loss: 0.0311705 | Time: 3860.67 ms [2022-04-20 20:16:19 main:581] : INFO : Epoch 1844 | loss: 0.0311583 | val_loss: 0.03117 | Time: 3856.07 ms [2022-04-20 20:16:23 main:581] : INFO : Epoch 1845 | loss: 0.0311581 | val_loss: 0.0311722 | Time: 3862.65 ms [2022-04-20 20:16:27 main:581] : INFO : Epoch 1846 | loss: 0.0311578 | val_loss: 0.0311741 | Time: 3868.49 ms [2022-04-20 20:16:31 main:581] : INFO : Epoch 1847 | loss: 0.031158 | val_loss: 0.0311726 | Time: 3858.62 ms [2022-04-20 20:16:34 main:581] : INFO : Epoch 1848 | loss: 0.0311577 | val_loss: 0.031171 | Time: 3846.73 ms [2022-04-20 20:16:38 main:581] : INFO : Epoch 1849 | loss: 0.031159 | val_loss: 0.0311723 | Time: 3857.7 ms [2022-04-20 20:16:42 main:581] : INFO : Epoch 1850 | loss: 0.0311597 | val_loss: 0.0311711 | Time: 3871.01 ms [2022-04-20 20:16:46 main:581] : INFO : Epoch 1851 | loss: 0.0311629 | val_loss: 0.0311761 | Time: 3858.59 ms [2022-04-20 20:16:50 main:581] : INFO : Epoch 1852 | loss: 0.0311609 | val_loss: 0.0311751 | Time: 3872.14 ms [2022-04-20 20:16:54 main:581] : INFO : Epoch 1853 | loss: 0.0311594 | val_loss: 0.0311706 | Time: 3866.55 ms [2022-04-20 20:16:58 main:581] : INFO : Epoch 1854 | loss: 0.0311594 | val_loss: 0.0311719 | Time: 3888.12 ms [2022-04-20 20:17:01 main:581] : INFO : Epoch 1855 | loss: 0.0311591 | val_loss: 0.0311725 | Time: 3868.3 ms [2022-04-20 20:17:05 main:581] : INFO : Epoch 1856 | loss: 0.0311579 | val_loss: 0.0311732 | Time: 3877.82 ms [2022-04-20 20:17:09 main:581] : INFO : Epoch 1857 | loss: 0.0311577 | val_loss: 0.0311761 | Time: 3859.09 ms [2022-04-20 20:17:13 main:581] : INFO : Epoch 1858 | loss: 0.0311586 | val_loss: 0.0311793 | Time: 3843.85 ms [2022-04-20 20:17:17 main:581] : INFO : Epoch 1859 | loss: 0.0311596 | val_loss: 0.031172 | Time: 3868.73 ms [2022-04-20 20:17:21 main:581] : INFO : Epoch 1860 | loss: 0.031159 | val_loss: 0.03117 | Time: 3854.31 ms [2022-04-20 20:17:25 main:581] : INFO : Epoch 1861 | loss: 0.0311574 | val_loss: 0.0311721 | Time: 3863.79 ms [2022-04-20 20:17:28 main:581] : INFO : Epoch 1862 | loss: 0.0311562 | val_loss: 0.0311722 | Time: 3863.57 ms [2022-04-20 20:17:32 main:581] : INFO : Epoch 1863 | loss: 0.0311561 | val_loss: 0.0311748 | Time: 3875.51 ms [2022-04-20 20:17:36 main:581] : INFO : Epoch 1864 | loss: 0.0311576 | val_loss: 0.031172 | Time: 3851.59 ms [2022-04-20 20:17:40 main:581] : INFO : Epoch 1865 | loss: 0.0311585 | val_loss: 0.0311723 | Time: 3852.21 ms [2022-04-20 20:17:44 main:581] : INFO : Epoch 1866 | loss: 0.0311563 | val_loss: 0.0311717 | Time: 3842.53 ms [2022-04-20 20:17:48 main:581] : INFO : Epoch 1867 | loss: 0.031158 | val_loss: 0.0311736 | Time: 3851.74 ms [2022-04-20 20:17:52 main:581] : INFO : Epoch 1868 | loss: 0.0311566 | val_loss: 0.0311706 | Time: 3867.6 ms [2022-04-20 20:17:55 main:581] : INFO : Epoch 1869 | loss: 0.0311579 | val_loss: 0.03118 | Time: 3862.06 ms [2022-04-20 20:17:59 main:581] : INFO : Epoch 1870 | loss: 0.0311591 | val_loss: 0.0311724 | Time: 3857.7 ms [2022-04-20 20:18:03 main:581] : INFO : Epoch 1871 | loss: 0.0311599 | val_loss: 0.0311714 | Time: 3879.53 ms [2022-04-20 20:18:07 main:581] : INFO : Epoch 1872 | loss: 0.031159 | val_loss: 0.0311701 | Time: 3860.24 ms [2022-04-20 20:18:11 main:581] : INFO : Epoch 1873 | loss: 0.0311586 | val_loss: 0.0311715 | Time: 3867.89 ms [2022-04-20 20:18:15 main:581] : INFO : Epoch 1874 | loss: 0.0311601 | val_loss: 0.0311721 | Time: 3858.55 ms [2022-04-20 20:18:19 main:581] : INFO : Epoch 1875 | loss: 0.0311619 | val_loss: 0.031177 | Time: 3862.41 ms [2022-04-20 20:18:23 main:581] : INFO : Epoch 1876 | loss: 0.0311631 | val_loss: 0.0311692 | Time: 3859.91 ms [2022-04-20 20:18:26 main:581] : INFO : Epoch 1877 | loss: 0.0311596 | val_loss: 0.0311699 | Time: 3858.28 ms [2022-04-20 20:18:30 main:581] : INFO : Epoch 1878 | loss: 0.0311576 | val_loss: 0.0311701 | Time: 3851.42 ms [2022-04-20 20:18:34 main:581] : INFO : Epoch 1879 | loss: 0.031158 | val_loss: 0.0311704 | Time: 3856.69 ms [2022-04-20 20:18:38 main:581] : INFO : Epoch 1880 | loss: 0.0311581 | val_loss: 0.0311701 | Time: 3849.49 ms [2022-04-20 20:18:42 main:581] : INFO : Epoch 1881 | loss: 0.0311581 | val_loss: 0.0311715 | Time: 3859.83 ms [2022-04-20 20:18:46 main:581] : INFO : Epoch 1882 | loss: 0.0311573 | val_loss: 0.031171 | Time: 3863.57 ms [2022-04-20 20:18:50 main:581] : INFO : Epoch 1883 | loss: 0.0311628 | val_loss: 0.0311745 | Time: 3855.77 ms [2022-04-20 20:18:53 main:581] : INFO : Epoch 1884 | loss: 0.0311607 | val_loss: 0.0311754 | Time: 3857.6 ms [2022-04-20 20:18:57 main:581] : INFO : Epoch 1885 | loss: 0.0311614 | val_loss: 0.0311814 | Time: 3861.98 ms [2022-04-20 20:19:01 main:581] : INFO : Epoch 1886 | loss: 0.0311582 | val_loss: 0.0311703 | Time: 3869.88 ms [2022-04-20 20:19:05 main:581] : INFO : Epoch 1887 | loss: 0.0311561 | val_loss: 0.0311716 | Time: 3875.45 ms [2022-04-20 20:19:09 main:581] : INFO : Epoch 1888 | loss: 0.0311601 | val_loss: 0.0311746 | Time: 3860.94 ms [2022-04-20 20:19:13 main:581] : INFO : Epoch 1889 | loss: 0.0311647 | val_loss: 0.031172 | Time: 3866.21 ms [2022-04-20 20:19:17 main:581] : INFO : Epoch 1890 | loss: 0.0311628 | val_loss: 0.0311714 | Time: 3864.29 ms [2022-04-20 20:19:20 main:581] : INFO : Epoch 1891 | loss: 0.0311649 | val_loss: 0.0311764 | Time: 3865.03 ms [2022-04-20 20:19:24 main:581] : INFO : Epoch 1892 | loss: 0.0311622 | val_loss: 0.0311679 | Time: 3864.4 ms [2022-04-20 20:19:28 main:581] : INFO : Epoch 1893 | loss: 0.0311612 | val_loss: 0.0311693 | Time: 3864.41 ms [2022-04-20 20:19:32 main:581] : INFO : Epoch 1894 | loss: 0.0311625 | val_loss: 0.0311753 | Time: 3873.09 ms [2022-04-20 20:19:36 main:581] : INFO : Epoch 1895 | loss: 0.0311623 | val_loss: 0.0311712 | Time: 3865.19 ms [2022-04-20 20:19:40 main:581] : INFO : Epoch 1896 | loss: 0.0311624 | val_loss: 0.0311724 | Time: 3870.05 ms [2022-04-20 20:19:44 main:581] : INFO : Epoch 1897 | loss: 0.0311613 | val_loss: 0.0311701 | Time: 3858.65 ms [2022-04-20 20:19:48 main:581] : INFO : Epoch 1898 | loss: 0.031162 | val_loss: 0.0311725 | Time: 3871.89 ms [2022-04-20 20:19:51 main:581] : INFO : Epoch 1899 | loss: 0.0311595 | val_loss: 0.0311733 | Time: 3868.79 ms [2022-04-20 20:19:55 main:581] : INFO : Epoch 1900 | loss: 0.0311603 | val_loss: 0.0311719 | Time: 3876.51 ms [2022-04-20 20:19:59 main:581] : INFO : Epoch 1901 | loss: 0.0311615 | val_loss: 0.0311798 | Time: 3853.42 ms [2022-04-20 20:20:03 main:581] : INFO : Epoch 1902 | loss: 0.0311594 | val_loss: 0.0311712 | Time: 3856.85 ms [2022-04-20 20:20:07 main:581] : INFO : Epoch 1903 | loss: 0.0311582 | val_loss: 0.0311722 | Time: 3864.56 ms [2022-04-20 20:20:11 main:581] : INFO : Epoch 1904 | loss: 0.0311627 | val_loss: 0.0311734 | Time: 3861.15 ms [2022-04-20 20:20:15 main:581] : INFO : Epoch 1905 | loss: 0.0311612 | val_loss: 0.031172 | Time: 3855.7 ms [2022-04-20 20:20:18 main:581] : INFO : Epoch 1906 | loss: 0.0311581 | val_loss: 0.0311741 | Time: 3859.73 ms [2022-04-20 20:20:22 main:581] : INFO : Epoch 1907 | loss: 0.0311567 | val_loss: 0.0311787 | Time: 3848.3 ms [2022-04-20 20:20:26 main:581] : INFO : Epoch 1908 | loss: 0.0311561 | val_loss: 0.031173 | Time: 3853.71 ms [2022-04-20 20:20:30 main:581] : INFO : Epoch 1909 | loss: 0.0311576 | val_loss: 0.0311726 | Time: 3842.61 ms [2022-04-20 20:20:34 main:581] : INFO : Epoch 1910 | loss: 0.0311592 | val_loss: 0.031177 | Time: 3869.23 ms [2022-04-20 20:20:38 main:581] : INFO : Epoch 1911 | loss: 0.0311616 | val_loss: 0.0311756 | Time: 3859.81 ms [2022-04-20 20:20:42 main:581] : INFO : Epoch 1912 | loss: 0.0311629 | val_loss: 0.0311736 | Time: 3859.9 ms [2022-04-20 20:20:45 main:581] : INFO : Epoch 1913 | loss: 0.0311613 | val_loss: 0.031173 | Time: 3857.34 ms [2022-04-20 20:20:49 main:581] : INFO : Epoch 1914 | loss: 0.0311614 | val_loss: 0.031175 | Time: 3857.41 ms [2022-04-20 20:20:53 main:581] : INFO : Epoch 1915 | loss: 0.0311616 | val_loss: 0.031175 | Time: 3859.85 ms [2022-04-20 20:20:57 main:581] : INFO : Epoch 1916 | loss: 0.0311594 | val_loss: 0.0311754 | Time: 3868.05 ms [2022-04-20 20:21:01 main:581] : INFO : Epoch 1917 | loss: 0.0311585 | val_loss: 0.0311737 | Time: 3898.14 ms [2022-04-20 20:21:05 main:581] : INFO : Epoch 1918 | loss: 0.0311601 | val_loss: 0.0311738 | Time: 3881.04 ms [2022-04-20 20:21:09 main:581] : INFO : Epoch 1919 | loss: 0.0311597 | val_loss: 0.0311744 | Time: 3868.59 ms [2022-04-20 20:21:12 main:581] : INFO : Epoch 1920 | loss: 0.031159 | val_loss: 0.0311721 | Time: 3851.76 ms [2022-04-20 20:21:16 main:581] : INFO : Epoch 1921 | loss: 0.0311586 | val_loss: 0.0311715 | Time: 3865.54 ms [2022-04-20 20:21:20 main:581] : INFO : Epoch 1922 | loss: 0.0311582 | val_loss: 0.0311725 | Time: 3866.21 ms [2022-04-20 20:21:24 main:581] : INFO : Epoch 1923 | loss: 0.0311599 | val_loss: 0.0311715 | Time: 3882.6 ms [2022-04-20 20:21:28 main:581] : INFO : Epoch 1924 | loss: 0.0311583 | val_loss: 0.0311719 | Time: 3877.44 ms [2022-04-20 20:21:32 main:581] : INFO : Epoch 1925 | loss: 0.03116 | val_loss: 0.0311785 | Time: 3866.01 ms [2022-04-20 20:21:36 main:581] : INFO : Epoch 1926 | loss: 0.0311629 | val_loss: 0.031173 | Time: 3871.37 ms [2022-04-20 20:21:40 main:581] : INFO : Epoch 1927 | loss: 0.0311626 | val_loss: 0.0311753 | Time: 3868.04 ms [2022-04-20 20:21:43 main:581] : INFO : Epoch 1928 | loss: 0.031166 | val_loss: 0.0311786 | Time: 3872.15 ms [2022-04-20 20:21:47 main:581] : INFO : Epoch 1929 | loss: 0.0311694 | val_loss: 0.0311888 | Time: 3877.24 ms [2022-04-20 20:21:51 main:581] : INFO : Epoch 1930 | loss: 0.031241 | val_loss: 0.0312913 | Time: 3869.4 ms [2022-04-20 20:21:55 main:581] : INFO : Epoch 1931 | loss: 0.0335918 | val_loss: 0.0314606 | Time: 3870.71 ms [2022-04-20 20:21:59 main:581] : INFO : Epoch 1932 | loss: 0.0319034 | val_loss: 0.0326217 | Time: 3857.62 ms [2022-04-20 20:22:03 main:581] : INFO : Epoch 1933 | loss: 0.0314446 | val_loss: 0.031226 | Time: 3855.94 ms [2022-04-20 20:22:07 main:581] : INFO : Epoch 1934 | loss: 0.0312007 | val_loss: 0.0311855 | Time: 3848.86 ms [2022-04-20 20:22:11 main:581] : INFO : Epoch 1935 | loss: 0.0311781 | val_loss: 0.0311773 | Time: 3871.34 ms [2022-04-20 20:22:14 main:581] : INFO : Epoch 1936 | loss: 0.0311669 | val_loss: 0.0311749 | Time: 3867 ms [2022-04-20 20:22:18 main:581] : INFO : Epoch 1937 | loss: 0.0311665 | val_loss: 0.0311742 | Time: 3869.35 ms [2022-04-20 20:22:22 main:581] : INFO : Epoch 1938 | loss: 0.0311664 | val_loss: 0.0311722 | Time: 3854.71 ms [2022-04-20 20:22:26 main:581] : INFO : Epoch 1939 | loss: 0.0311646 | val_loss: 0.0311729 | Time: 3867.71 ms [2022-04-20 20:22:30 main:581] : INFO : Epoch 1940 | loss: 0.0311657 | val_loss: 0.0311729 | Time: 3868.53 ms [2022-04-20 20:22:34 main:581] : INFO : Epoch 1941 | loss: 0.0311617 | val_loss: 0.0311755 | Time: 3867.51 ms [2022-04-20 20:22:38 main:581] : INFO : Epoch 1942 | loss: 0.0311633 | val_loss: 0.031173 | Time: 3869.42 ms [2022-04-20 20:22:41 main:581] : INFO : Epoch 1943 | loss: 0.0311689 | val_loss: 0.0311718 | Time: 3870.61 ms [2022-04-20 20:22:45 main:581] : INFO : Epoch 1944 | loss: 0.0311647 | val_loss: 0.0311737 | Time: 3860.1 ms [2022-04-20 20:22:49 main:581] : INFO : Epoch 1945 | loss: 0.0311606 | val_loss: 0.0311708 | Time: 3855.01 ms [2022-04-20 20:22:53 main:581] : INFO : Epoch 1946 | loss: 0.0311608 | val_loss: 0.0311718 | Time: 3861.24 ms [2022-04-20 20:22:57 main:581] : INFO : Epoch 1947 | loss: 0.0311594 | val_loss: 0.0311734 | Time: 3864.74 ms [2022-04-20 20:23:01 main:581] : INFO : Epoch 1948 | loss: 0.0311586 | val_loss: 0.0311717 | Time: 3841.14 ms [2022-04-20 20:23:05 main:581] : INFO : Epoch 1949 | loss: 0.0311558 | val_loss: 0.0311718 | Time: 3848.49 ms [2022-04-20 20:23:08 main:581] : INFO : Epoch 1950 | loss: 0.0311561 | val_loss: 0.0311766 | Time: 3857.17 ms [2022-04-20 20:23:12 main:581] : INFO : Epoch 1951 | loss: 0.0311584 | val_loss: 0.031177 | Time: 3851.84 ms [2022-04-20 20:23:16 main:581] : INFO : Epoch 1952 | loss: 0.0311591 | val_loss: 0.0311763 | Time: 3849.81 ms [2022-04-20 20:23:20 main:581] : INFO : Epoch 1953 | loss: 0.0311565 | val_loss: 0.0311732 | Time: 3867.52 ms [2022-04-20 20:23:24 main:581] : INFO : Epoch 1954 | loss: 0.0311564 | val_loss: 0.0311772 | Time: 3868 ms [2022-04-20 20:23:28 main:581] : INFO : Epoch 1955 | loss: 0.0311584 | val_loss: 0.0311755 | Time: 3889.71 ms [2022-04-20 20:23:32 main:581] : INFO : Epoch 1956 | loss: 0.031156 | val_loss: 0.0311807 | Time: 3885.4 ms [2022-04-20 20:23:36 main:581] : INFO : Epoch 1957 | loss: 0.0311559 | val_loss: 0.0311731 | Time: 3896.44 ms [2022-04-20 20:23:39 main:581] : INFO : Epoch 1958 | loss: 0.0311564 | val_loss: 0.0311722 | Time: 3843.87 ms [2022-04-20 20:23:43 main:581] : INFO : Epoch 1959 | loss: 0.0311556 | val_loss: 0.0311725 | Time: 3843.44 ms [2022-04-20 20:23:47 main:581] : INFO : Epoch 1960 | loss: 0.0311552 | val_loss: 0.0311733 | Time: 3849.77 ms [2022-04-20 20:23:51 main:581] : INFO : Epoch 1961 | loss: 0.0311545 | val_loss: 0.0311729 | Time: 3885.34 ms [2022-04-20 20:23:55 main:581] : INFO : Epoch 1962 | loss: 0.0311566 | val_loss: 0.0311751 | Time: 3867.89 ms [2022-04-20 20:23:59 main:581] : INFO : Epoch 1963 | loss: 0.0311567 | val_loss: 0.031176 | Time: 3852.66 ms [2022-04-20 20:24:03 main:581] : INFO : Epoch 1964 | loss: 0.0311566 | val_loss: 0.0311767 | Time: 3851.35 ms [2022-04-20 20:24:06 main:581] : INFO : Epoch 1965 | loss: 0.0311564 | val_loss: 0.0311725 | Time: 3862.01 ms [2022-04-20 20:24:10 main:581] : INFO : Epoch 1966 | loss: 0.0311562 | val_loss: 0.0311895 | Time: 3862.14 ms [2022-04-20 20:24:14 main:581] : INFO : Epoch 1967 | loss: 0.031158 | val_loss: 0.0311784 | Time: 3868 ms [2022-04-20 20:24:18 main:581] : INFO : Epoch 1968 | loss: 0.0311601 | val_loss: 0.0311798 | Time: 3845.53 ms [2022-04-20 20:24:22 main:581] : INFO : Epoch 1969 | loss: 0.0311592 | val_loss: 0.0311734 | Time: 3873.22 ms [2022-04-20 20:24:26 main:581] : INFO : Epoch 1970 | loss: 0.0311639 | val_loss: 0.0311754 | Time: 3850.5 ms [2022-04-20 20:24:30 main:581] : INFO : Epoch 1971 | loss: 0.0311676 | val_loss: 0.0311761 | Time: 3857.47 ms [2022-04-20 20:24:33 main:581] : INFO : Epoch 1972 | loss: 0.031168 | val_loss: 0.0311752 | Time: 3858.86 ms [2022-04-20 20:24:37 main:581] : INFO : Epoch 1973 | loss: 0.0311613 | val_loss: 0.031173 | Time: 3855.36 ms [2022-04-20 20:24:41 main:581] : INFO : Epoch 1974 | loss: 0.0311592 | val_loss: 0.0311715 | Time: 3849.72 ms [2022-04-20 20:24:45 main:581] : INFO : Epoch 1975 | loss: 0.0311582 | val_loss: 0.0311724 | Time: 3867.55 ms [2022-04-20 20:24:49 main:581] : INFO : Epoch 1976 | loss: 0.0311585 | val_loss: 0.0311732 | Time: 3855.18 ms [2022-04-20 20:24:53 main:581] : INFO : Epoch 1977 | loss: 0.0311621 | val_loss: 0.0311761 | Time: 3849.38 ms [2022-04-20 20:24:57 main:581] : INFO : Epoch 1978 | loss: 0.0311619 | val_loss: 0.0311739 | Time: 3859.9 ms [2022-04-20 20:25:00 main:581] : INFO : Epoch 1979 | loss: 0.0311653 | val_loss: 0.0311764 | Time: 3861.01 ms [2022-04-20 20:25:04 main:581] : INFO : Epoch 1980 | loss: 0.0311669 | val_loss: 0.0311754 | Time: 3865.12 ms [2022-04-20 20:25:08 main:581] : INFO : Epoch 1981 | loss: 0.0311652 | val_loss: 0.0311768 | Time: 3856.06 ms [2022-04-20 20:25:12 main:581] : INFO : Epoch 1982 | loss: 0.031163 | val_loss: 0.0311768 | Time: 3877.97 ms [2022-04-20 20:25:16 main:581] : INFO : Epoch 1983 | loss: 0.0311613 | val_loss: 0.0311763 | Time: 3861.75 ms [2022-04-20 20:25:20 main:581] : INFO : Epoch 1984 | loss: 0.0311604 | val_loss: 0.0311801 | Time: 3861.27 ms [2022-04-20 20:25:24 main:581] : INFO : Epoch 1985 | loss: 0.0311604 | val_loss: 0.0311769 | Time: 3848.96 ms [2022-04-20 20:25:28 main:581] : INFO : Epoch 1986 | loss: 0.03116 | val_loss: 0.0311784 | Time: 3864.53 ms [2022-04-20 20:25:31 main:581] : INFO : Epoch 1987 | loss: 0.0311607 | val_loss: 0.0311777 | Time: 3873.3 ms [2022-04-20 20:25:35 main:581] : INFO : Epoch 1988 | loss: 0.0311591 | val_loss: 0.031176 | Time: 3879.14 ms [2022-04-20 20:25:39 main:581] : INFO : Epoch 1989 | loss: 0.0311599 | val_loss: 0.031178 | Time: 3864.36 ms [2022-04-20 20:25:43 main:581] : INFO : Epoch 1990 | loss: 0.03116 | val_loss: 0.0311745 | Time: 3873.14 ms [2022-04-20 20:25:47 main:581] : INFO : Epoch 1991 | loss: 0.0311593 | val_loss: 0.0311753 | Time: 3882.42 ms [2022-04-20 20:25:51 main:581] : INFO : Epoch 1992 | loss: 0.0311587 | val_loss: 0.0311762 | Time: 3855.37 ms [2022-04-20 20:25:55 main:581] : INFO : Epoch 1993 | loss: 0.0311583 | val_loss: 0.0311773 | Time: 3863.13 ms [2022-04-20 20:25:58 main:581] : INFO : Epoch 1994 | loss: 0.0311585 | val_loss: 0.0312029 | Time: 3860.51 ms [2022-04-20 20:26:02 main:581] : INFO : Epoch 1995 | loss: 0.0311597 | val_loss: 0.0312013 | Time: 3857.09 ms [2022-04-20 20:26:06 main:581] : INFO : Epoch 1996 | loss: 0.0311595 | val_loss: 0.0311863 | Time: 3859.21 ms [2022-04-20 20:26:10 main:581] : INFO : Epoch 1997 | loss: 0.0311576 | val_loss: 0.0311771 | Time: 3871.35 ms [2022-04-20 20:26:14 main:581] : INFO : Epoch 1998 | loss: 0.0311576 | val_loss: 0.0311733 | Time: 3867.56 ms [2022-04-20 20:26:18 main:581] : INFO : Epoch 1999 | loss: 0.0311567 | val_loss: 0.0311838 | Time: 3876.96 ms [2022-04-20 20:26:22 main:581] : INFO : Epoch 2000 | loss: 0.0311557 | val_loss: 0.0312012 | Time: 3852.4 ms [2022-04-20 20:26:26 main:581] : INFO : Epoch 2001 | loss: 0.0311553 | val_loss: 0.0311847 | Time: 3862.65 ms [2022-04-20 20:26:29 main:581] : INFO : Epoch 2002 | loss: 0.0311548 | val_loss: 0.0311753 | Time: 3840.4 ms [2022-04-20 20:26:33 main:581] : INFO : Epoch 2003 | loss: 0.0311558 | val_loss: 0.0312006 | Time: 3858.42 ms [2022-04-20 20:26:37 main:581] : INFO : Epoch 2004 | loss: 0.0311564 | val_loss: 0.0311788 | Time: 3855.79 ms [2022-04-20 20:26:41 main:581] : INFO : Epoch 2005 | loss: 0.0311544 | val_loss: 0.0312058 | Time: 3862 ms [2022-04-20 20:26:45 main:581] : INFO : Epoch 2006 | loss: 0.0311565 | val_loss: 0.0311983 | Time: 3868.66 ms [2022-04-20 20:26:49 main:581] : INFO : Epoch 2007 | loss: 0.0311546 | val_loss: 0.0312037 | Time: 3853.79 ms [2022-04-20 20:26:53 main:581] : INFO : Epoch 2008 | loss: 0.0311534 | val_loss: 0.0312043 | Time: 3859.62 ms [2022-04-20 20:26:56 main:581] : INFO : Epoch 2009 | loss: 0.0311555 | val_loss: 0.0311944 | Time: 3854.36 ms [2022-04-20 20:27:00 main:581] : INFO : Epoch 2010 | loss: 0.031156 | val_loss: 0.0312029 | Time: 3865.31 ms [2022-04-20 20:27:04 main:581] : INFO : Epoch 2011 | loss: 0.0311537 | val_loss: 0.0311799 | Time: 3851.91 ms [2022-04-20 20:27:08 main:581] : INFO : Epoch 2012 | loss: 0.0311555 | val_loss: 0.0311747 | Time: 3856.74 ms [2022-04-20 20:27:12 main:581] : INFO : Epoch 2013 | loss: 0.0311557 | val_loss: 0.031189 | Time: 3858.82 ms [2022-04-20 20:27:16 main:581] : INFO : Epoch 2014 | loss: 0.0311563 | val_loss: 0.0311866 | Time: 3876.81 ms [2022-04-20 20:27:20 main:581] : INFO : Epoch 2015 | loss: 0.0311553 | val_loss: 0.0311812 | Time: 3852.65 ms [2022-04-20 20:27:23 main:581] : INFO : Epoch 2016 | loss: 0.0311572 | val_loss: 0.031183 | Time: 3856.75 ms [2022-04-20 20:27:27 main:581] : INFO : Epoch 2017 | loss: 0.031157 | val_loss: 0.0311735 | Time: 3869.11 ms [2022-04-20 20:27:31 main:581] : INFO : Epoch 2018 | loss: 0.0311549 | val_loss: 0.0311745 | Time: 3856.1 ms [2022-04-20 20:27:35 main:581] : INFO : Epoch 2019 | loss: 0.0311539 | val_loss: 0.0311789 | Time: 3849.8 ms [2022-04-20 20:27:39 main:581] : INFO : Epoch 2020 | loss: 0.0311549 | val_loss: 0.0311837 | Time: 3847.75 ms [2022-04-20 20:27:43 main:581] : INFO : Epoch 2021 | loss: 0.0311554 | val_loss: 0.0311906 | Time: 3850.38 ms [2022-04-20 20:27:47 main:581] : INFO : Epoch 2022 | loss: 0.0311557 | val_loss: 0.0311755 | Time: 3863.36 ms [2022-04-20 20:27:50 main:581] : INFO : Epoch 2023 | loss: 0.0311551 | val_loss: 0.0311733 | Time: 3856.84 ms [2022-04-20 20:27:54 main:581] : INFO : Epoch 2024 | loss: 0.0311536 | val_loss: 0.0311737 | Time: 3871.24 ms [2022-04-20 20:27:58 main:581] : INFO : Epoch 2025 | loss: 0.0311536 | val_loss: 0.0311835 | Time: 3851.06 ms [2022-04-20 20:28:02 main:581] : INFO : Epoch 2026 | loss: 0.0311558 | val_loss: 0.0311741 | Time: 3867.16 ms [2022-04-20 20:28:06 main:581] : INFO : Epoch 2027 | loss: 0.0311578 | val_loss: 0.0311899 | Time: 3842.94 ms [2022-04-20 20:28:10 main:581] : INFO : Epoch 2028 | loss: 0.031161 | val_loss: 0.0311892 | Time: 3850.81 ms [2022-04-20 20:28:14 main:581] : INFO : Epoch 2029 | loss: 0.0311589 | val_loss: 0.0311803 | Time: 3861.9 ms [2022-04-20 20:28:17 main:581] : INFO : Epoch 2030 | loss: 0.0311594 | val_loss: 0.0311747 | Time: 3859.02 ms [2022-04-20 20:28:21 main:581] : INFO : Epoch 2031 | loss: 0.0311559 | val_loss: 0.0311729 | Time: 3847.7 ms [2022-04-20 20:28:25 main:581] : INFO : Epoch 2032 | loss: 0.0311558 | val_loss: 0.0311838 | Time: 3851.12 ms [2022-04-20 20:28:29 main:581] : INFO : Epoch 2033 | loss: 0.0311551 | val_loss: 0.0311857 | Time: 3853.68 ms [2022-04-20 20:28:33 main:581] : INFO : Epoch 2034 | loss: 0.0311575 | val_loss: 0.0311893 | Time: 3861.35 ms [2022-04-20 20:28:37 main:581] : INFO : Epoch 2035 | loss: 0.0311586 | val_loss: 0.0311895 | Time: 3857.24 ms [2022-04-20 20:28:41 main:581] : INFO : Epoch 2036 | loss: 0.0311579 | val_loss: 0.0311908 | Time: 3881.33 ms [2022-04-20 20:28:44 main:581] : INFO : Epoch 2037 | loss: 0.0311558 | val_loss: 0.031194 | Time: 3849.2 ms [2022-04-20 20:28:48 main:581] : INFO : Epoch 2038 | loss: 0.0311562 | val_loss: 0.0311886 | Time: 3881.41 ms [2022-04-20 20:28:52 main:581] : INFO : Epoch 2039 | loss: 0.0311554 | val_loss: 0.0311911 | Time: 3851.74 ms [2022-04-20 20:28:56 main:581] : INFO : Epoch 2040 | loss: 0.0311538 | val_loss: 0.0311887 | Time: 3856.98 ms [2022-04-20 20:29:00 main:581] : INFO : Epoch 2041 | loss: 0.0311563 | val_loss: 0.0311749 | Time: 3871.78 ms [2022-04-20 20:29:04 main:581] : INFO : Epoch 2042 | loss: 0.0311606 | val_loss: 0.0311796 | Time: 3860.87 ms [2022-04-20 20:29:08 main:581] : INFO : Epoch 2043 | loss: 0.0311649 | val_loss: 0.0311808 | Time: 3870.87 ms [2022-04-20 20:29:11 main:581] : INFO : Epoch 2044 | loss: 0.0311649 | val_loss: 0.0311788 | Time: 3859.88 ms [2022-04-20 20:29:15 main:581] : INFO : Epoch 2045 | loss: 0.0311634 | val_loss: 0.031182 | Time: 3853.7 ms [2022-04-20 20:29:19 main:581] : INFO : Epoch 2046 | loss: 0.0311608 | val_loss: 0.031181 | Time: 3863.47 ms [2022-04-20 20:29:23 main:581] : INFO : Epoch 2047 | loss: 0.031161 | val_loss: 0.031185 | Time: 3878.58 ms [2022-04-20 20:29:27 main:581] : INFO : Epoch 2048 | loss: 0.0311618 | val_loss: 0.0311844 | Time: 3865.62 ms [2022-04-20 20:29:27 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311844 [2022-04-20 20:29:27 main:610] : INFO : Saving end state to config to file [2022-04-20 20:29:27 main:615] : INFO : Success, exiting.. 20:29:27 (22628): 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)