Task 9808896
| Name | ParityModified-1638632578-12337-1-0_0 |
| Workunit | 7198770 |
| Created | 15 Dec 2021, 4:04:58 UTC |
| Sent | 21 Dec 2021, 9:02:52 UTC |
| Report deadline | 29 Dec 2021, 9:02:52 UTC |
| Received | 29 Dec 2021, 9:54:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 453 |
| Run time | 3 hours 53 min 50 sec |
| CPU time | 3 hours 53 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,487.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 55:47 main:581] : INFO : Epoch 1538 | loss: 0.0311672 | val_loss: 0.0311796 | Time: 6849.83 ms [2021-12-29 09:55:54 main:581] : INFO : Epoch 1539 | loss: 0.0311656 | val_loss: 0.0311779 | Time: 6812.22 ms [2021-12-29 09:56:01 main:581] : INFO : Epoch 1540 | loss: 0.0311674 | val_loss: 0.0311805 | Time: 6826.66 ms [2021-12-29 09:56:07 main:581] : INFO : Epoch 1541 | loss: 0.0311645 | val_loss: 0.0311836 | Time: 6846.98 ms [2021-12-29 09:56:14 main:581] : INFO : Epoch 1542 | loss: 0.0311673 | val_loss: 0.0311771 | Time: 6847.08 ms [2021-12-29 09:56:21 main:581] : INFO : Epoch 1543 | loss: 0.0311629 | val_loss: 0.0311757 | Time: 6870.64 ms [2021-12-29 09:56:28 main:581] : INFO : Epoch 1544 | loss: 0.0311651 | val_loss: 0.0311937 | Time: 6825.94 ms [2021-12-29 09:56:35 main:581] : INFO : Epoch 1545 | loss: 0.0311692 | val_loss: 0.0311795 | Time: 6848.43 ms [2021-12-29 09:56:42 main:581] : INFO : Epoch 1546 | loss: 0.0311637 | val_loss: 0.0311776 | Time: 6860.03 ms [2021-12-29 09:56:48 main:581] : INFO : Epoch 1547 | loss: 0.0311651 | val_loss: 0.0311827 | Time: 6822.56 ms [2021-12-29 09:56:55 main:581] : INFO : Epoch 1548 | loss: 0.0311637 | val_loss: 0.0311764 | Time: 6839.23 ms [2021-12-29 09:57:02 main:581] : INFO : Epoch 1549 | loss: 0.0311624 | val_loss: 0.0311796 | Time: 6824.96 ms [2021-12-29 09:57:09 main:581] : INFO : Epoch 1550 | loss: 0.0311622 | val_loss: 0.0311805 | Time: 6832.1 ms [2021-12-29 09:57:16 main:581] : INFO : Epoch 1551 | loss: 0.0311682 | val_loss: 0.0311846 | Time: 6869.1 ms [2021-12-29 09:57:23 main:581] : INFO : Epoch 1552 | loss: 0.0311795 | val_loss: 0.0311854 | Time: 6850.91 ms [2021-12-29 09:57:30 main:581] : INFO : Epoch 1553 | loss: 0.031176 | val_loss: 0.0311736 | Time: 6834.75 ms [2021-12-29 09:57:36 main:581] : INFO : Epoch 1554 | loss: 0.0311738 | val_loss: 0.0311734 | Time: 6824.6 ms [2021-12-29 09:57:43 main:581] : INFO : Epoch 1555 | loss: 0.0311745 | val_loss: 0.0311855 | Time: 6824.65 ms [2021-12-29 09:57:50 main:581] : INFO : Epoch 1556 | loss: 0.0311718 | val_loss: 0.0311727 | Time: 6814.84 ms [2021-12-29 09:57:57 main:581] : INFO : Epoch 1557 | loss: 0.031169 | val_loss: 0.0311732 | Time: 6800.41 ms [2021-12-29 09:58:04 main:581] : INFO : Epoch 1558 | loss: 0.031167 | val_loss: 0.0311774 | Time: 6844.89 ms [2021-12-29 09:58:11 main:581] : INFO : Epoch 1559 | loss: 0.031171 | val_loss: 0.0311806 | Time: 6855.28 ms [2021-12-29 09:58:17 main:581] : INFO : Epoch 1560 | loss: 0.0311727 | val_loss: 0.0311754 | Time: 6840.35 ms [2021-12-29 09:58:24 main:581] : INFO : Epoch 1561 | loss: 0.0311733 | val_loss: 0.0311741 | Time: 6789.86 ms [2021-12-29 09:58:31 main:581] : INFO : Epoch 1562 | loss: 0.0311713 | val_loss: 0.0311762 | Time: 6775.94 ms [2021-12-29 09:58:38 main:581] : INFO : Epoch 1563 | loss: 0.0311719 | val_loss: 0.0311735 | Time: 6823.92 ms [2021-12-29 09:58:45 main:581] : INFO : Epoch 1564 | loss: 0.0311707 | val_loss: 0.0311762 | Time: 6807.04 ms [2021-12-29 09:58:51 main:581] : INFO : Epoch 1565 | loss: 0.0311701 | val_loss: 0.0311723 | Time: 6788.33 ms [2021-12-29 09:58:58 main:581] : INFO : Epoch 1566 | loss: 0.0311694 | val_loss: 0.0311719 | Time: 6576.89 ms [2021-12-29 09:59:05 main:581] : INFO : Epoch 1567 | loss: 0.0311672 | val_loss: 0.0311715 | Time: 6866.81 ms [2021-12-29 09:59:12 main:581] : INFO : Epoch 1568 | loss: 0.0311661 | val_loss: 0.0311724 | Time: 6788.34 ms [2021-12-29 09:59:18 main:581] : INFO : Epoch 1569 | loss: 0.0311662 | val_loss: 0.0311729 | Time: 6804.33 ms [2021-12-29 09:59:25 main:581] : INFO : Epoch 1570 | loss: 0.0311676 | val_loss: 0.031173 | Time: 6811.24 ms [2021-12-29 09:59:32 main:581] : INFO : Epoch 1571 | loss: 0.031166 | val_loss: 0.0311717 | Time: 6876.63 ms [2021-12-29 09:59:39 main:581] : INFO : Epoch 1572 | loss: 0.0311652 | val_loss: 0.0311736 | Time: 6814.05 ms [2021-12-29 09:59:46 main:581] : INFO : Epoch 1573 | loss: 0.0311651 | val_loss: 0.031172 | Time: 6836.93 ms [2021-12-29 09:59:53 main:581] : INFO : Epoch 1574 | loss: 0.0311656 | val_loss: 0.0311737 | Time: 6871.22 ms [2021-12-29 09:59:59 main:581] : INFO : Epoch 1575 | loss: 0.0311659 | val_loss: 0.0311719 | Time: 6845.59 ms [2021-12-29 10:00:06 main:581] : INFO : Epoch 1576 | loss: 0.0311669 | val_loss: 0.0311778 | Time: 6828.58 ms [2021-12-29 10:00:13 main:581] : INFO : Epoch 1577 | loss: 0.031167 | val_loss: 0.0311795 | Time: 6892.95 ms [2021-12-29 10:00:20 main:581] : INFO : Epoch 1578 | loss: 0.0311661 | val_loss: 0.0311724 | Time: 6846.55 ms [2021-12-29 10:00:27 main:581] : INFO : Epoch 1579 | loss: 0.0311648 | val_loss: 0.0311793 | Time: 6821.99 ms [2021-12-29 10:00:34 main:581] : INFO : Epoch 1580 | loss: 0.0311634 | val_loss: 0.0311709 | Time: 6871.76 ms [2021-12-29 10:00:41 main:581] : INFO : Epoch 1581 | loss: 0.0311638 | val_loss: 0.0311756 | Time: 6831.16 ms [2021-12-29 10:00:47 main:581] : INFO : Epoch 1582 | loss: 0.0311662 | val_loss: 0.0311724 | Time: 6882.7 ms [2021-12-29 10:00:54 main:581] : INFO : Epoch 1583 | loss: 0.0311648 | val_loss: 0.0311705 | Time: 6800.48 ms [2021-12-29 10:01:01 main:581] : INFO : Epoch 1584 | loss: 0.0311624 | val_loss: 0.0311738 | Time: 6825.49 ms [2021-12-29 10:01:08 main:581] : INFO : Epoch 1585 | loss: 0.0311621 | val_loss: 0.0311704 | Time: 6817.94 ms [2021-12-29 10:01:15 main:581] : INFO : Epoch 1586 | loss: 0.0311625 | val_loss: 0.0311738 | Time: 6826.86 ms [2021-12-29 10:01:22 main:581] : INFO : Epoch 1587 | loss: 0.0311627 | val_loss: 0.0311717 | Time: 6835.52 ms [2021-12-29 10:01:28 main:581] : INFO : Epoch 1588 | loss: 0.0311616 | val_loss: 0.0311751 | Time: 6856.18 ms [2021-12-29 10:01:35 main:581] : INFO : Epoch 1589 | loss: 0.0311683 | val_loss: 0.0311785 | Time: 6809.54 ms [2021-12-29 10:01:42 main:581] : INFO : Epoch 1590 | loss: 0.0311751 | val_loss: 0.031176 | Time: 6784.26 ms [2021-12-29 10:01:49 main:581] : INFO : Epoch 1591 | loss: 0.0311746 | val_loss: 0.0311752 | Time: 6825.38 ms [2021-12-29 10:01:56 main:581] : INFO : Epoch 1592 | loss: 0.031172 | val_loss: 0.0311752 | Time: 6815.94 ms [2021-12-29 10:02:03 main:581] : INFO : Epoch 1593 | loss: 0.0311712 | val_loss: 0.0311769 | Time: 6812.79 ms [2021-12-29 10:02:09 main:581] : INFO : Epoch 1594 | loss: 0.0311712 | val_loss: 0.0311766 | Time: 6820.63 ms [2021-12-29 10:02:16 main:581] : INFO : Epoch 1595 | loss: 0.0311701 | val_loss: 0.0311803 | Time: 6794.46 ms [2021-12-29 10:02:23 main:581] : INFO : Epoch 1596 | loss: 0.0311713 | val_loss: 0.0311824 | Time: 6795.65 ms [2021-12-29 10:02:30 main:581] : INFO : Epoch 1597 | loss: 0.0311741 | val_loss: 0.031174 | Time: 6803.37 ms [2021-12-29 10:02:37 main:581] : INFO : Epoch 1598 | loss: 0.0311725 | val_loss: 0.0311823 | Time: 6853.13 ms [2021-12-29 10:02:43 main:581] : INFO : Epoch 1599 | loss: 0.0311739 | val_loss: 0.0311825 | Time: 6879.61 ms [2021-12-29 10:02:50 main:581] : INFO : Epoch 1600 | loss: 0.0311712 | val_loss: 0.0311788 | Time: 6825.9 ms [2021-12-29 10:02:57 main:581] : INFO : Epoch 1601 | loss: 0.0311696 | val_loss: 0.0311799 | Time: 6871.04 ms [2021-12-29 10:03:04 main:581] : INFO : Epoch 1602 | loss: 0.0311697 | val_loss: 0.0311739 | Time: 6878.59 ms [2021-12-29 10:03:11 main:581] : INFO : Epoch 1603 | loss: 0.0311652 | val_loss: 0.0311745 | Time: 6863.22 ms [2021-12-29 10:03:18 main:581] : INFO : Epoch 1604 | loss: 0.031165 | val_loss: 0.0311736 | Time: 6862.61 ms [2021-12-29 10:03:25 main:581] : INFO : Epoch 1605 | loss: 0.0311659 | val_loss: 0.0311738 | Time: 6800.45 ms [2021-12-29 10:03:31 main:581] : INFO : Epoch 1606 | loss: 0.0311666 | val_loss: 0.0311736 | Time: 6763.13 ms [2021-12-29 10:03:38 main:581] : INFO : Epoch 1607 | loss: 0.031166 | val_loss: 0.0311787 | Time: 6836.85 ms [2021-12-29 10:03:45 main:581] : INFO : Epoch 1608 | loss: 0.0311676 | val_loss: 0.031178 | Time: 6838.21 ms [2021-12-29 10:03:52 main:581] : INFO : Epoch 1609 | loss: 0.0311707 | val_loss: 0.0311766 | Time: 6828.68 ms [2021-12-29 10:03:59 main:581] : INFO : Epoch 1610 | loss: 0.0311647 | val_loss: 0.0311754 | Time: 6814.93 ms [2021-12-29 10:04:05 main:581] : INFO : Epoch 1611 | loss: 0.0311646 | val_loss: 0.0311746 | Time: 6816.16 ms [2021-12-29 10:04:12 main:581] : INFO : Epoch 1612 | loss: 0.0311661 | val_loss: 0.0311823 | Time: 6820.82 ms [2021-12-29 10:04:19 main:581] : INFO : Epoch 1613 | loss: 0.0311632 | val_loss: 0.0311742 | Time: 6782.72 ms [2021-12-29 10:04:26 main:581] : INFO : Epoch 1614 | loss: 0.0311614 | val_loss: 0.0311759 | Time: 6827.75 ms [2021-12-29 10:04:33 main:581] : INFO : Epoch 1615 | loss: 0.0311642 | val_loss: 0.031178 | Time: 6821.07 ms [2021-12-29 10:04:40 main:581] : INFO : Epoch 1616 | loss: 0.0311685 | val_loss: 0.0311771 | Time: 6854 ms [2021-12-29 10:04:46 main:581] : INFO : Epoch 1617 | loss: 0.0311676 | val_loss: 0.0311782 | Time: 6868.15 ms [2021-12-29 10:04:53 main:581] : INFO : Epoch 1618 | loss: 0.0311628 | val_loss: 0.031175 | Time: 6844.84 ms [2021-12-29 10:05:00 main:581] : INFO : Epoch 1619 | loss: 0.0311638 | val_loss: 0.031177 | Time: 6864.14 ms [2021-12-29 10:05:07 main:581] : INFO : Epoch 1620 | loss: 0.0311614 | val_loss: 0.0311744 | Time: 6816.55 ms [2021-12-29 10:05:14 main:581] : INFO : Epoch 1621 | loss: 0.0311626 | val_loss: 0.0311742 | Time: 6842.93 ms [2021-12-29 10:05:21 main:581] : INFO : Epoch 1622 | loss: 0.0311618 | val_loss: 0.0311758 | Time: 6829.05 ms [2021-12-29 10:05:27 main:581] : INFO : Epoch 1623 | loss: 0.031162 | val_loss: 0.0311754 | Time: 6778.55 ms [2021-12-29 10:05:34 main:581] : INFO : Epoch 1624 | loss: 0.0311616 | val_loss: 0.0311755 | Time: 6826.82 ms [2021-12-29 10:05:41 main:581] : INFO : Epoch 1625 | loss: 0.0311641 | val_loss: 0.031186 | Time: 6846.38 ms [2021-12-29 10:05:48 main:581] : INFO : Epoch 1626 | loss: 0.0311619 | val_loss: 0.0311804 | Time: 6892 ms [2021-12-29 10:05:55 main:581] : INFO : Epoch 1627 | loss: 0.0311604 | val_loss: 0.0311768 | Time: 6837.72 ms [2021-12-29 10:06:02 main:581] : INFO : Epoch 1628 | loss: 0.0311596 | val_loss: 0.0311739 | Time: 6849.36 ms [2021-12-29 10:06:09 main:581] : INFO : Epoch 1629 | loss: 0.0311612 | val_loss: 0.0311762 | Time: 6800.3 ms [2021-12-29 10:06:15 main:581] : INFO : Epoch 1630 | loss: 0.0311613 | val_loss: 0.0311763 | Time: 6875.52 ms [2021-12-29 10:06:22 main:581] : INFO : Epoch 1631 | loss: 0.0311619 | val_loss: 0.0311763 | Time: 6881.92 ms [2021-12-29 10:06:29 main:581] : INFO : Epoch 1632 | loss: 0.0311625 | val_loss: 0.0311776 | Time: 6885.76 ms [2021-12-29 10:06:36 main:581] : INFO : Epoch 1633 | loss: 0.0311623 | val_loss: 0.0311768 | Time: 6877.02 ms [2021-12-29 10:06:43 main:581] : INFO : Epoch 1634 | loss: 0.0311605 | val_loss: 0.0311738 | Time: 6852.77 ms [2021-12-29 10:06:50 main:581] : INFO : Epoch 1635 | loss: 0.0311661 | val_loss: 0.0311721 | Time: 6854.4 ms [2021-12-29 10:06:57 main:581] : INFO : Epoch 1636 | loss: 0.0311659 | val_loss: 0.0311746 | Time: 6852.21 ms [2021-12-29 10:07:03 main:581] : INFO : Epoch 1637 | loss: 0.031166 | val_loss: 0.0311751 | Time: 6840.36 ms [2021-12-29 10:07:10 main:581] : INFO : Epoch 1638 | loss: 0.0311641 | val_loss: 0.0311723 | Time: 6835.72 ms [2021-12-29 10:07:17 main:581] : INFO : Epoch 1639 | loss: 0.0311625 | val_loss: 0.0311757 | Time: 6816.97 ms [2021-12-29 10:07:24 main:581] : INFO : Epoch 1640 | loss: 0.0311623 | val_loss: 0.0311756 | Time: 6854.1 ms [2021-12-29 10:07:31 main:581] : INFO : Epoch 1641 | loss: 0.0311619 | val_loss: 0.0311718 | Time: 6863.67 ms [2021-12-29 10:07:38 main:581] : INFO : Epoch 1642 | loss: 0.0311614 | val_loss: 0.0311733 | Time: 6899.93 ms [2021-12-29 10:07:45 main:581] : INFO : Epoch 1643 | loss: 0.031162 | val_loss: 0.0311776 | Time: 6846.96 ms [2021-12-29 10:07:51 main:581] : INFO : Epoch 1644 | loss: 0.0311643 | val_loss: 0.0311727 | Time: 6889.82 ms [2021-12-29 10:07:58 main:581] : INFO : Epoch 1645 | loss: 0.0311682 | val_loss: 0.0311754 | Time: 6768.67 ms [2021-12-29 10:08:05 main:581] : INFO : Epoch 1646 | loss: 0.0311623 | val_loss: 0.03117 | Time: 6836.98 ms [2021-12-29 10:08:12 main:581] : INFO : Epoch 1647 | loss: 0.0311608 | val_loss: 0.0311768 | Time: 6863.05 ms [2021-12-29 10:08:19 main:581] : INFO : Epoch 1648 | loss: 0.0311625 | val_loss: 0.031174 | Time: 6851.71 ms [2021-12-29 10:08:26 main:581] : INFO : Epoch 1649 | loss: 0.031162 | val_loss: 0.0311685 | Time: 6877.44 ms [2021-12-29 10:08:33 main:581] : INFO : Epoch 1650 | loss: 0.0311606 | val_loss: 0.0311677 | Time: 6868.53 ms [2021-12-29 10:08:39 main:581] : INFO : Epoch 1651 | loss: 0.0311587 | val_loss: 0.0311684 | Time: 6868.4 ms [2021-12-29 10:08:46 main:581] : INFO : Epoch 1652 | loss: 0.0311588 | val_loss: 0.0311691 | Time: 6808 ms [2021-12-29 10:08:53 main:581] : INFO : Epoch 1653 | loss: 0.0311603 | val_loss: 0.031182 | Time: 6796.76 ms [2021-12-29 10:09:00 main:581] : INFO : Epoch 1654 | loss: 0.0311669 | val_loss: 0.0311704 | Time: 6827.37 ms [2021-12-29 10:09:07 main:581] : INFO : Epoch 1655 | loss: 0.0311579 | val_loss: 0.0311729 | Time: 6862.29 ms [2021-12-29 10:09:14 main:581] : INFO : Epoch 1656 | loss: 0.03116 | val_loss: 0.03117 | Time: 6803.72 ms [2021-12-29 10:09:20 main:581] : INFO : Epoch 1657 | loss: 0.0311604 | val_loss: 0.0311748 | Time: 6836.09 ms [2021-12-29 10:09:27 main:581] : INFO : Epoch 1658 | loss: 0.0311612 | val_loss: 0.0311708 | Time: 6862.16 ms [2021-12-29 10:09:34 main:581] : INFO : Epoch 1659 | loss: 0.0311604 | val_loss: 0.031169 | Time: 6837.27 ms [2021-12-29 10:09:41 main:581] : INFO : Epoch 1660 | loss: 0.0311594 | val_loss: 0.0311714 | Time: 6817.72 ms [2021-12-29 10:09:48 main:581] : INFO : Epoch 1661 | loss: 0.0311597 | val_loss: 0.0311731 | Time: 6802.77 ms [2021-12-29 10:09:54 main:581] : INFO : Epoch 1662 | loss: 0.0311613 | val_loss: 0.0311708 | Time: 6777.73 ms [2021-12-29 10:10:01 main:581] : INFO : Epoch 1663 | loss: 0.0311594 | val_loss: 0.0311755 | Time: 6830.39 ms [2021-12-29 10:10:08 main:581] : INFO : Epoch 1664 | loss: 0.0311612 | val_loss: 0.031171 | Time: 6912.01 ms [2021-12-29 10:10:15 main:581] : INFO : Epoch 1665 | loss: 0.0311587 | val_loss: 0.0311731 | Time: 6770.69 ms [2021-12-29 10:10:22 main:581] : INFO : Epoch 1666 | loss: 0.0311575 | val_loss: 0.0311738 | Time: 6871.34 ms [2021-12-29 10:10:29 main:581] : INFO : Epoch 1667 | loss: 0.0311584 | val_loss: 0.0311854 | Time: 6812.3 ms [2021-12-29 10:10:36 main:581] : INFO : Epoch 1668 | loss: 0.0311601 | val_loss: 0.0311734 | Time: 6858.62 ms [2021-12-29 10:10:42 main:581] : INFO : Epoch 1669 | loss: 0.0311561 | val_loss: 0.031173 | Time: 6844.19 ms [2021-12-29 10:10:49 main:581] : INFO : Epoch 1670 | loss: 0.0311568 | val_loss: 0.0311725 | Time: 6843.97 ms [2021-12-29 10:10:56 main:581] : INFO : Epoch 1671 | loss: 0.0311616 | val_loss: 0.0311725 | Time: 6832.42 ms [2021-12-29 10:11:03 main:581] : INFO : Epoch 1672 | loss: 0.0311646 | val_loss: 0.0311727 | Time: 6849.62 ms [2021-12-29 10:11:10 main:581] : INFO : Epoch 1673 | loss: 0.0311651 | val_loss: 0.0311695 | Time: 6811.09 ms [2021-12-29 10:11:17 main:581] : INFO : Epoch 1674 | loss: 0.0311637 | val_loss: 0.0311765 | Time: 6824.8 ms [2021-12-29 10:11:23 main:581] : INFO : Epoch 1675 | loss: 0.0311638 | val_loss: 0.0311742 | Time: 6829.15 ms [2021-12-29 10:11:30 main:581] : INFO : Epoch 1676 | loss: 0.0311613 | val_loss: 0.0311721 | Time: 6808.78 ms [2021-12-29 10:11:37 main:581] : INFO : Epoch 1677 | loss: 0.0311631 | val_loss: 0.0311723 | Time: 6836.94 ms [2021-12-29 10:11:44 main:581] : INFO : Epoch 1678 | loss: 0.0311622 | val_loss: 0.0311723 | Time: 6867.08 ms [2021-12-29 10:11:51 main:581] : INFO : Epoch 1679 | loss: 0.0311605 | val_loss: 0.0311736 | Time: 6830.14 ms [2021-12-29 10:11:58 main:581] : INFO : Epoch 1680 | loss: 0.0311581 | val_loss: 0.0311721 | Time: 6930.49 ms [2021-12-29 10:12:05 main:581] : INFO : Epoch 1681 | loss: 0.0311584 | val_loss: 0.0311733 | Time: 6898.01 ms [2021-12-29 10:12:11 main:581] : INFO : Epoch 1682 | loss: 0.0311598 | val_loss: 0.0311707 | Time: 6871.86 ms [2021-12-29 10:12:18 main:581] : INFO : Epoch 1683 | loss: 0.0311627 | val_loss: 0.0311754 | Time: 6816.35 ms [2021-12-29 10:12:25 main:581] : INFO : Epoch 1684 | loss: 0.0311633 | val_loss: 0.0311747 | Time: 6799.04 ms [2021-12-29 10:12:32 main:581] : INFO : Epoch 1685 | loss: 0.0311654 | val_loss: 0.031178 | Time: 6812.3 ms [2021-12-29 10:12:39 main:581] : INFO : Epoch 1686 | loss: 0.0311671 | val_loss: 0.0311748 | Time: 6856.75 ms [2021-12-29 10:12:46 main:581] : INFO : Epoch 1687 | loss: 0.0311608 | val_loss: 0.0311753 | Time: 6841.05 ms [2021-12-29 10:12:52 main:581] : INFO : Epoch 1688 | loss: 0.031164 | val_loss: 0.0311738 | Time: 6875.91 ms [2021-12-29 10:12:59 main:581] : INFO : Epoch 1689 | loss: 0.0311618 | val_loss: 0.0311731 | Time: 6872.54 ms [2021-12-29 10:13:06 main:581] : INFO : Epoch 1690 | loss: 0.03116 | val_loss: 0.0311792 | Time: 6862.26 ms [2021-12-29 10:13:13 main:581] : INFO : Epoch 1691 | loss: 0.0311603 | val_loss: 0.0311757 | Time: 6845.55 ms [2021-12-29 10:13:20 main:581] : INFO : Epoch 1692 | loss: 0.0311598 | val_loss: 0.0311712 | Time: 6914.3 ms [2021-12-29 10:13:27 main:581] : INFO : Epoch 1693 | loss: 0.0311612 | val_loss: 0.0311732 | Time: 7110.87 ms [2021-12-29 10:13:34 main:581] : INFO : Epoch 1694 | loss: 0.0311594 | val_loss: 0.0311783 | Time: 7151.78 ms [2021-12-29 10:13:41 main:581] : INFO : Epoch 1695 | loss: 0.0311637 | val_loss: 0.0311709 | Time: 7079.91 ms [2021-12-29 10:13:48 main:581] : INFO : Epoch 1696 | loss: 0.0311601 | val_loss: 0.0311724 | Time: 6819.81 ms [2021-12-29 10:13:55 main:581] : INFO : Epoch 1697 | loss: 0.0311603 | val_loss: 0.0311789 | Time: 6872.34 ms [2021-12-29 10:14:02 main:581] : INFO : Epoch 1698 | loss: 0.0311596 | val_loss: 0.0311683 | Time: 6816.15 ms [2021-12-29 10:14:09 main:581] : INFO : Epoch 1699 | loss: 0.0311562 | val_loss: 0.031171 | Time: 6853.36 ms [2021-12-29 10:14:16 main:581] : INFO : Epoch 1700 | loss: 0.0311563 | val_loss: 0.0311708 | Time: 6838.92 ms [2021-12-29 10:14:22 main:581] : INFO : Epoch 1701 | loss: 0.0311542 | val_loss: 0.0311722 | Time: 6782.14 ms [2021-12-29 10:14:29 main:581] : INFO : Epoch 1702 | loss: 0.0311543 | val_loss: 0.0311737 | Time: 6821.16 ms [2021-12-29 10:14:36 main:581] : INFO : Epoch 1703 | loss: 0.0311536 | val_loss: 0.0311734 | Time: 6838.31 ms [2021-12-29 10:14:43 main:581] : INFO : Epoch 1704 | loss: 0.0311544 | val_loss: 0.0311732 | Time: 6857.69 ms [2021-12-29 10:14:50 main:581] : INFO : Epoch 1705 | loss: 0.0311537 | val_loss: 0.0311743 | Time: 6819.12 ms [2021-12-29 10:14:57 main:581] : INFO : Epoch 1706 | loss: 0.0311552 | val_loss: 0.0311732 | Time: 6845.03 ms [2021-12-29 10:15:03 main:581] : INFO : Epoch 1707 | loss: 0.0311559 | val_loss: 0.031172 | Time: 6874.34 ms [2021-12-29 10:15:10 main:581] : INFO : Epoch 1708 | loss: 0.0311539 | val_loss: 0.0311687 | Time: 6810.76 ms [2021-12-29 10:15:17 main:581] : INFO : Epoch 1709 | loss: 0.0311545 | val_loss: 0.0311744 | Time: 6904.84 ms [2021-12-29 10:15:24 main:581] : INFO : Epoch 1710 | loss: 0.0311544 | val_loss: 0.0311721 | Time: 6919.14 ms [2021-12-29 10:15:31 main:581] : INFO : Epoch 1711 | loss: 0.0311528 | val_loss: 0.0311705 | Time: 6854.41 ms [2021-12-29 10:15:38 main:581] : INFO : Epoch 1712 | loss: 0.0311526 | val_loss: 0.0311763 | Time: 6801.17 ms [2021-12-29 10:15:45 main:581] : INFO : Epoch 1713 | loss: 0.0311544 | val_loss: 0.0311718 | Time: 6788.22 ms [2021-12-29 10:15:51 main:581] : INFO : Epoch 1714 | loss: 0.0311547 | val_loss: 0.0311746 | Time: 6778.55 ms [2021-12-29 10:15:58 main:581] : INFO : Epoch 1715 | loss: 0.0311545 | val_loss: 0.0311768 | Time: 6790.87 ms [2021-12-29 10:16:05 main:581] : INFO : Epoch 1716 | loss: 0.0311549 | val_loss: 0.0311731 | Time: 6855.49 ms [2021-12-29 10:16:12 main:581] : INFO : Epoch 1717 | loss: 0.0311536 | val_loss: 0.031173 | Time: 6821.84 ms [2021-12-29 10:16:19 main:581] : INFO : Epoch 1718 | loss: 0.0311532 | val_loss: 0.0311706 | Time: 6766.08 ms [2021-12-29 10:16:25 main:581] : INFO : Epoch 1719 | loss: 0.0311558 | val_loss: 0.0311738 | Time: 6830.38 ms [2021-12-29 10:16:32 main:581] : INFO : Epoch 1720 | loss: 0.0311562 | val_loss: 0.0311723 | Time: 6803.98 ms [2021-12-29 10:16:39 main:581] : INFO : Epoch 1721 | loss: 0.0311628 | val_loss: 0.0311743 | Time: 6867.77 ms [2021-12-29 10:16:46 main:581] : INFO : Epoch 1722 | loss: 0.0311588 | val_loss: 0.0311731 | Time: 6811.71 ms [2021-12-29 10:16:53 main:581] : INFO : Epoch 1723 | loss: 0.031158 | val_loss: 0.0311725 | Time: 6892.29 ms [2021-12-29 10:17:00 main:581] : INFO : Epoch 1724 | loss: 0.0311568 | val_loss: 0.0311709 | Time: 6902.79 ms [2021-12-29 10:17:07 main:581] : INFO : Epoch 1725 | loss: 0.0311555 | val_loss: 0.0311703 | Time: 6822.39 ms [2021-12-29 10:17:13 main:581] : INFO : Epoch 1726 | loss: 0.0311583 | val_loss: 0.0311773 | Time: 6897.97 ms [2021-12-29 10:17:20 main:581] : INFO : Epoch 1727 | loss: 0.0311612 | val_loss: 0.0311798 | Time: 6912.08 ms [2021-12-29 10:17:27 main:581] : INFO : Epoch 1728 | loss: 0.0311605 | val_loss: 0.0311708 | Time: 6861.5 ms [2021-12-29 10:17:34 main:581] : INFO : Epoch 1729 | loss: 0.0311576 | val_loss: 0.0311776 | Time: 6846.05 ms [2021-12-29 10:17:41 main:581] : INFO : Epoch 1730 | loss: 0.0311567 | val_loss: 0.0311713 | Time: 6771.36 ms [2021-12-29 10:17:48 main:581] : INFO : Epoch 1731 | loss: 0.0311672 | val_loss: 0.031173 | Time: 6820.6 ms [2021-12-29 10:17:54 main:581] : INFO : Epoch 1732 | loss: 0.0311686 | val_loss: 0.0311701 | Time: 6851.52 ms [2021-12-29 10:18:01 main:581] : INFO : Epoch 1733 | loss: 0.031165 | val_loss: 0.0311714 | Time: 6906.62 ms [2021-12-29 10:18:08 main:581] : INFO : Epoch 1734 | loss: 0.0311655 | val_loss: 0.0311813 | Time: 6813.65 ms [2021-12-29 10:18:15 main:581] : INFO : Epoch 1735 | loss: 0.0311634 | val_loss: 0.0311688 | Time: 6831.57 ms [2021-12-29 10:18:22 main:581] : INFO : Epoch 1736 | loss: 0.0311616 | val_loss: 0.0311708 | Time: 6774.06 ms [2021-12-29 10:18:29 main:581] : INFO : Epoch 1737 | loss: 0.0311626 | val_loss: 0.031171 | Time: 6780.23 ms [2021-12-29 10:18:35 main:581] : INFO : Epoch 1738 | loss: 0.0311583 | val_loss: 0.0311697 | Time: 6823.01 ms [2021-12-29 10:18:42 main:581] : INFO : Epoch 1739 | loss: 0.0311564 | val_loss: 0.0311678 | Time: 6851.52 ms [2021-12-29 10:18:49 main:581] : INFO : Epoch 1740 | loss: 0.0311565 | val_loss: 0.0311678 | Time: 6825.66 ms [2021-12-29 10:18:56 main:581] : INFO : Epoch 1741 | loss: 0.0311589 | val_loss: 0.0311697 | Time: 6809.97 ms [2021-12-29 10:19:03 main:581] : INFO : Epoch 1742 | loss: 0.0311597 | val_loss: 0.0311675 | Time: 6824 ms [2021-12-29 10:19:10 main:581] : INFO : Epoch 1743 | loss: 0.031158 | val_loss: 0.0311751 | Time: 6793.86 ms [2021-12-29 10:19:16 main:581] : INFO : Epoch 1744 | loss: 0.0311635 | val_loss: 0.0311719 | Time: 6843.26 ms [2021-12-29 10:19:23 main:581] : INFO : Epoch 1745 | loss: 0.031163 | val_loss: 0.0311681 | Time: 6856.46 ms [2021-12-29 10:19:30 main:581] : INFO : Epoch 1746 | loss: 0.0311629 | val_loss: 0.03117 | Time: 6841.53 ms [2021-12-29 10:19:37 main:581] : INFO : Epoch 1747 | loss: 0.0311609 | val_loss: 0.0311668 | Time: 6851.62 ms [2021-12-29 10:19:44 main:581] : INFO : Epoch 1748 | loss: 0.031161 | val_loss: 0.0311652 | Time: 6887.89 ms [2021-12-29 10:19:51 main:581] : INFO : Epoch 1749 | loss: 0.0311586 | val_loss: 0.0311672 | Time: 6836.3 ms [2021-12-29 10:19:57 main:581] : INFO : Epoch 1750 | loss: 0.0311597 | val_loss: 0.0311668 | Time: 6794.48 ms [2021-12-29 10:20:04 main:581] : INFO : Epoch 1751 | loss: 0.0311563 | val_loss: 0.0311689 | Time: 6881.61 ms [2021-12-29 10:20:11 main:581] : INFO : Epoch 1752 | loss: 0.0311564 | val_loss: 0.03117 | Time: 6802.59 ms [2021-12-29 10:20:18 main:581] : INFO : Epoch 1753 | loss: 0.0311557 | val_loss: 0.03117 | Time: 6888.24 ms [2021-12-29 10:20:25 main:581] : INFO : Epoch 1754 | loss: 0.0311572 | val_loss: 0.0311688 | Time: 6954.43 ms [2021-12-29 10:20:32 main:581] : INFO : Epoch 1755 | loss: 0.0311564 | val_loss: 0.0311696 | Time: 6798.56 ms [2021-12-29 10:20:39 main:581] : INFO : Epoch 1756 | loss: 0.0311547 | val_loss: 0.0311743 | Time: 6868.98 ms [2021-12-29 10:20:46 main:581] : INFO : Epoch 1757 | loss: 0.0311549 | val_loss: 0.0311729 | Time: 6821.95 ms [2021-12-29 10:20:52 main:581] : INFO : Epoch 1758 | loss: 0.0311568 | val_loss: 0.0311698 | Time: 6659.14 ms [2021-12-29 10:20:59 main:581] : INFO : Epoch 1759 | loss: 0.0311542 | val_loss: 0.0311679 | Time: 6593.64 ms [2021-12-29 10:21:05 main:581] : INFO : Epoch 1760 | loss: 0.0311525 | val_loss: 0.0311695 | Time: 6520.81 ms [2021-12-29 10:21:12 main:581] : INFO : Epoch 1761 | loss: 0.031152 | val_loss: 0.0311682 | Time: 6734.92 ms [2021-12-29 10:21:19 main:581] : INFO : Epoch 1762 | loss: 0.0311518 | val_loss: 0.031169 | Time: 6803.94 ms [2021-12-29 10:21:26 main:581] : INFO : Epoch 1763 | loss: 0.0311518 | val_loss: 0.0311677 | Time: 6831.43 ms [2021-12-29 10:21:33 main:581] : INFO : Epoch 1764 | loss: 0.031152 | val_loss: 0.0311781 | Time: 6858.52 ms [2021-12-29 10:21:39 main:581] : INFO : Epoch 1765 | loss: 0.0311522 | val_loss: 0.0311702 | Time: 6879.26 ms [2021-12-29 10:21:46 main:581] : INFO : Epoch 1766 | loss: 0.0311505 | val_loss: 0.0311694 | Time: 6835.78 ms [2021-12-29 10:21:53 main:581] : INFO : Epoch 1767 | loss: 0.0311491 | val_loss: 0.0311718 | Time: 6794.19 ms [2021-12-29 10:22:00 main:581] : INFO : Epoch 1768 | loss: 0.03115 | val_loss: 0.0311702 | Time: 6847.09 ms [2021-12-29 10:22:07 main:581] : INFO : Epoch 1769 | loss: 0.0311546 | val_loss: 0.0311706 | Time: 6814.29 ms [2021-12-29 10:22:14 main:581] : INFO : Epoch 1770 | loss: 0.0311543 | val_loss: 0.0311689 | Time: 6845.11 ms [2021-12-29 10:22:20 main:581] : INFO : Epoch 1771 | loss: 0.0311536 | val_loss: 0.0311682 | Time: 6853.16 ms [2021-12-29 10:22:27 main:581] : INFO : Epoch 1772 | loss: 0.0311542 | val_loss: 0.0311672 | Time: 6846.99 ms [2021-12-29 10:22:34 main:581] : INFO : Epoch 1773 | loss: 0.031155 | val_loss: 0.0311678 | Time: 6831.32 ms [2021-12-29 10:22:41 main:581] : INFO : Epoch 1774 | loss: 0.0311567 | val_loss: 0.0311706 | Time: 6826.88 ms [2021-12-29 10:22:48 main:581] : INFO : Epoch 1775 | loss: 0.0311576 | val_loss: 0.0311681 | Time: 6769.97 ms [2021-12-29 10:22:55 main:581] : INFO : Epoch 1776 | loss: 0.0311543 | val_loss: 0.0311667 | Time: 6790.32 ms [2021-12-29 10:23:01 main:581] : INFO : Epoch 1777 | loss: 0.031153 | val_loss: 0.0311705 | Time: 6851.81 ms [2021-12-29 10:23:08 main:581] : INFO : Epoch 1778 | loss: 0.0311582 | val_loss: 0.0311706 | Time: 6842.84 ms [2021-12-29 10:23:15 main:581] : INFO : Epoch 1779 | loss: 0.0311565 | val_loss: 0.0311694 | Time: 6835.84 ms [2021-12-29 10:23:22 main:581] : INFO : Epoch 1780 | loss: 0.031157 | val_loss: 0.0311686 | Time: 6806.27 ms [2021-12-29 10:23:29 main:581] : INFO : Epoch 1781 | loss: 0.0311556 | val_loss: 0.0311722 | Time: 6841.35 ms [2021-12-29 10:23:36 main:581] : INFO : Epoch 1782 | loss: 0.0311567 | val_loss: 0.03117 | Time: 6856.88 ms [2021-12-29 10:23:42 main:581] : INFO : Epoch 1783 | loss: 0.03116 | val_loss: 0.0311742 | Time: 6828.3 ms [2021-12-29 10:23:49 main:581] : INFO : Epoch 1784 | loss: 0.0311578 | val_loss: 0.0311731 | Time: 6791.19 ms [2021-12-29 10:23:56 main:581] : INFO : Epoch 1785 | loss: 0.0311594 | val_loss: 0.0311704 | Time: 6825.16 ms [2021-12-29 10:24:03 main:581] : INFO : Epoch 1786 | loss: 0.0311575 | val_loss: 0.0311673 | Time: 6861.61 ms [2021-12-29 10:24:10 main:581] : INFO : Epoch 1787 | loss: 0.0311555 | val_loss: 0.031174 | Time: 6891.99 ms [2021-12-29 10:24:17 main:581] : INFO : Epoch 1788 | loss: 0.0311569 | val_loss: 0.0311685 | Time: 6874.36 ms [2021-12-29 10:24:24 main:581] : INFO : Epoch 1789 | loss: 0.0311582 | val_loss: 0.0311706 | Time: 6876.35 ms [2021-12-29 10:24:30 main:581] : INFO : Epoch 1790 | loss: 0.0311557 | val_loss: 0.0311768 | Time: 6822.51 ms [2021-12-29 10:24:37 main:581] : INFO : Epoch 1791 | loss: 0.0311602 | val_loss: 0.0311711 | Time: 6791.69 ms [2021-12-29 10:24:44 main:581] : INFO : Epoch 1792 | loss: 0.0311548 | val_loss: 0.0311719 | Time: 6829.29 ms [2021-12-29 10:24:51 main:581] : INFO : Epoch 1793 | loss: 0.0311551 | val_loss: 0.0311683 | Time: 6839.05 ms [2021-12-29 10:24:58 main:581] : INFO : Epoch 1794 | loss: 0.0311539 | val_loss: 0.0311663 | Time: 6793.49 ms [2021-12-29 10:25:04 main:581] : INFO : Epoch 1795 | loss: 0.0311533 | val_loss: 0.0311706 | Time: 6810.82 ms [2021-12-29 10:25:11 main:581] : INFO : Epoch 1796 | loss: 0.031153 | val_loss: 0.0311725 | Time: 6822.16 ms [2021-12-29 10:25:18 main:581] : INFO : Epoch 1797 | loss: 0.0311534 | val_loss: 0.0311734 | Time: 6839.28 ms [2021-12-29 10:25:25 main:581] : INFO : Epoch 1798 | loss: 0.0311555 | val_loss: 0.0311764 | Time: 6857.66 ms [2021-12-29 10:25:32 main:581] : INFO : Epoch 1799 | loss: 0.0311605 | val_loss: 0.0311754 | Time: 6858.32 ms [2021-12-29 10:25:39 main:581] : INFO : Epoch 1800 | loss: 0.0311548 | val_loss: 0.0311684 | Time: 6844.73 ms [2021-12-29 10:25:45 main:581] : INFO : Epoch 1801 | loss: 0.0311539 | val_loss: 0.0311694 | Time: 6800.22 ms [2021-12-29 10:25:52 main:581] : INFO : Epoch 1802 | loss: 0.0311522 | val_loss: 0.0311723 | Time: 6827.72 ms [2021-12-29 10:25:59 main:581] : INFO : Epoch 1803 | loss: 0.0311531 | val_loss: 0.0311702 | Time: 6819.51 ms [2021-12-29 10:26:06 main:581] : INFO : Epoch 1804 | loss: 0.0311507 | val_loss: 0.0311726 | Time: 6857.14 ms [2021-12-29 10:26:13 main:581] : INFO : Epoch 1805 | loss: 0.0311501 | val_loss: 0.0311713 | Time: 6845.39 ms [2021-12-29 10:26:20 main:581] : INFO : Epoch 1806 | loss: 0.0311532 | val_loss: 0.0311698 | Time: 6851 ms [2021-12-29 10:26:27 main:581] : INFO : Epoch 1807 | loss: 0.0311513 | val_loss: 0.0311708 | Time: 6869.92 ms [2021-12-29 10:26:33 main:581] : INFO : Epoch 1808 | loss: 0.0311505 | val_loss: 0.0311672 | Time: 6827.31 ms [2021-12-29 10:26:40 main:581] : INFO : Epoch 1809 | loss: 0.0311522 | val_loss: 0.0311755 | Time: 6846.75 ms [2021-12-29 10:26:47 main:581] : INFO : Epoch 1810 | loss: 0.0311519 | val_loss: 0.0311733 | Time: 6896.98 ms [2021-12-29 10:26:54 main:581] : INFO : Epoch 1811 | loss: 0.0311506 | val_loss: 0.0311689 | Time: 6865.26 ms [2021-12-29 10:27:01 main:581] : INFO : Epoch 1812 | loss: 0.0311539 | val_loss: 0.0311695 | Time: 6828.36 ms [2021-12-29 10:27:08 main:581] : INFO : Epoch 1813 | loss: 0.0311517 | val_loss: 0.03117 | Time: 6814.9 ms [2021-12-29 10:27:14 main:581] : INFO : Epoch 1814 | loss: 0.0311508 | val_loss: 0.0311687 | Time: 6795.99 ms [2021-12-29 10:27:21 main:581] : INFO : Epoch 1815 | loss: 0.0311508 | val_loss: 0.0311692 | Time: 6829.9 ms [2021-12-29 10:27:28 main:581] : INFO : Epoch 1816 | loss: 0.0311523 | val_loss: 0.0311715 | Time: 6853.71 ms [2021-12-29 10:27:35 main:581] : INFO : Epoch 1817 | loss: 0.0311547 | val_loss: 0.0311752 | Time: 6842.85 ms [2021-12-29 10:27:42 main:581] : INFO : Epoch 1818 | loss: 0.031153 | val_loss: 0.0311749 | Time: 6909.65 ms [2021-12-29 10:27:49 main:581] : INFO : Epoch 1819 | loss: 0.0311516 | val_loss: 0.0311789 | Time: 6825.39 ms [2021-12-29 10:27:56 main:581] : INFO : Epoch 1820 | loss: 0.031149 | val_loss: 0.0311723 | Time: 6798.42 ms [2021-12-29 10:28:02 main:581] : INFO : Epoch 1821 | loss: 0.0311466 | val_loss: 0.0311682 | Time: 6837.45 ms [2021-12-29 10:28:09 main:581] : INFO : Epoch 1822 | loss: 0.0311468 | val_loss: 0.0311684 | Time: 6823.18 ms [2021-12-29 10:28:16 main:581] : INFO : Epoch 1823 | loss: 0.031146 | val_loss: 0.0311684 | Time: 6761.56 ms [2021-12-29 10:28:23 main:581] : INFO : Epoch 1824 | loss: 0.0311488 | val_loss: 0.0311733 | Time: 6916.65 ms [2021-12-29 10:28:30 main:581] : INFO : Epoch 1825 | loss: 0.0311554 | val_loss: 0.0311716 | Time: 6915.68 ms [2021-12-29 10:28:37 main:581] : INFO : Epoch 1826 | loss: 0.0311549 | val_loss: 0.0311689 | Time: 6835.03 ms [2021-12-29 10:28:43 main:581] : INFO : Epoch 1827 | loss: 0.0311506 | val_loss: 0.0311692 | Time: 6851.01 ms [2021-12-29 10:28:50 main:581] : INFO : Epoch 1828 | loss: 0.0311514 | val_loss: 0.0311727 | Time: 6813.79 ms [2021-12-29 10:28:57 main:581] : INFO : Epoch 1829 | loss: 0.0311525 | val_loss: 0.0311699 | Time: 6596.9 ms [2021-12-29 10:29:04 main:581] : INFO : Epoch 1830 | loss: 0.0311503 | val_loss: 0.0311726 | Time: 6735.49 ms [2021-12-29 10:29:10 main:581] : INFO : Epoch 1831 | loss: 0.0311503 | val_loss: 0.0311749 | Time: 6802.8 ms [2021-12-29 10:29:17 main:581] : INFO : Epoch 1832 | loss: 0.0311516 | val_loss: 0.0311723 | Time: 6886.4 ms [2021-12-29 10:29:24 main:581] : INFO : Epoch 1833 | loss: 0.0311474 | val_loss: 0.0311715 | Time: 6862.94 ms [2021-12-29 10:29:31 main:581] : INFO : Epoch 1834 | loss: 0.0311477 | val_loss: 0.0311718 | Time: 6832.88 ms [2021-12-29 10:29:38 main:581] : INFO : Epoch 1835 | loss: 0.0311498 | val_loss: 0.0311681 | Time: 6800.47 ms [2021-12-29 10:29:45 main:581] : INFO : Epoch 1836 | loss: 0.0311464 | val_loss: 0.0311699 | Time: 6844.17 ms [2021-12-29 10:29:52 main:581] : INFO : Epoch 1837 | loss: 0.0311465 | val_loss: 0.0311696 | Time: 6842.46 ms [2021-12-29 10:29:58 main:581] : INFO : Epoch 1838 | loss: 0.0311456 | val_loss: 0.0311752 | Time: 6796.35 ms [2021-12-29 10:30:05 main:581] : INFO : Epoch 1839 | loss: 0.0311441 | val_loss: 0.0311722 | Time: 6836.18 ms [2021-12-29 10:30:12 main:581] : INFO : Epoch 1840 | loss: 0.0311491 | val_loss: 0.0311812 | Time: 6827.74 ms [2021-12-29 10:30:19 main:581] : INFO : Epoch 1841 | loss: 0.0311495 | val_loss: 0.0311724 | Time: 6842.32 ms [2021-12-29 10:30:26 main:581] : INFO : Epoch 1842 | loss: 0.0311469 | val_loss: 0.0311702 | Time: 6838.62 ms [2021-12-29 10:30:32 main:581] : INFO : Epoch 1843 | loss: 0.0311444 | val_loss: 0.031173 | Time: 6782.07 ms [2021-12-29 10:30:39 main:581] : INFO : Epoch 1844 | loss: 0.0311476 | val_loss: 0.0311715 | Time: 6751.95 ms [2021-12-29 10:30:46 main:581] : INFO : Epoch 1845 | loss: 0.0311473 | val_loss: 0.0311744 | Time: 6804.57 ms [2021-12-29 10:30:53 main:581] : INFO : Epoch 1846 | loss: 0.0311549 | val_loss: 0.0311819 | Time: 6801.33 ms [2021-12-29 10:31:00 main:581] : INFO : Epoch 1847 | loss: 0.0311623 | val_loss: 0.0311729 | Time: 6840.49 ms [2021-12-29 10:31:06 main:581] : INFO : Epoch 1848 | loss: 0.0311551 | val_loss: 0.0311695 | Time: 6811.61 ms [2021-12-29 10:31:13 main:581] : INFO : Epoch 1849 | loss: 0.0311503 | val_loss: 0.0311695 | Time: 6807.55 ms [2021-12-29 10:31:20 main:581] : INFO : Epoch 1850 | loss: 0.03115 | val_loss: 0.0311672 | Time: 6827.36 ms [2021-12-29 10:31:27 main:581] : INFO : Epoch 1851 | loss: 0.0311497 | val_loss: 0.0311671 | Time: 6807.79 ms [2021-12-29 10:31:34 main:581] : INFO : Epoch 1852 | loss: 0.0311479 | val_loss: 0.0311701 | Time: 6814.93 ms [2021-12-29 10:31:41 main:581] : INFO : Epoch 1853 | loss: 0.0311463 | val_loss: 0.0311684 | Time: 6797.47 ms [2021-12-29 10:31:47 main:581] : INFO : Epoch 1854 | loss: 0.0311471 | val_loss: 0.0311671 | Time: 6827.78 ms [2021-12-29 10:31:54 main:581] : INFO : Epoch 1855 | loss: 0.0311466 | val_loss: 0.0311672 | Time: 6874.77 ms [2021-12-29 10:32:01 main:581] : INFO : Epoch 1856 | loss: 0.031148 | val_loss: 0.0311717 | Time: 6842.96 ms [2021-12-29 10:32:08 main:581] : INFO : Epoch 1857 | loss: 0.0311475 | val_loss: 0.0311752 | Time: 6804.29 ms [2021-12-29 10:32:15 main:581] : INFO : Epoch 1858 | loss: 0.0311489 | val_loss: 0.0311737 | Time: 6852.2 ms [2021-12-29 10:32:22 main:581] : INFO : Epoch 1859 | loss: 0.0311479 | val_loss: 0.0311758 | Time: 6832.47 ms [2021-12-29 10:32:28 main:581] : INFO : Epoch 1860 | loss: 0.0311461 | val_loss: 0.031171 | Time: 6786.21 ms [2021-12-29 10:32:35 main:581] : INFO : Epoch 1861 | loss: 0.0311453 | val_loss: 0.0311711 | Time: 6817.27 ms [2021-12-29 10:32:42 main:581] : INFO : Epoch 1862 | loss: 0.031146 | val_loss: 0.0311677 | Time: 6843.4 ms [2021-12-29 10:32:49 main:581] : INFO : Epoch 1863 | loss: 0.0311491 | val_loss: 0.0311686 | Time: 6811.22 ms [2021-12-29 10:32:56 main:581] : INFO : Epoch 1864 | loss: 0.0311511 | val_loss: 0.0311685 | Time: 6838.61 ms [2021-12-29 10:33:03 main:581] : INFO : Epoch 1865 | loss: 0.0311471 | val_loss: 0.0311697 | Time: 6840.62 ms [2021-12-29 10:33:09 main:581] : INFO : Epoch 1866 | loss: 0.0311472 | val_loss: 0.0311678 | Time: 6829.76 ms [2021-12-29 10:33:16 main:581] : INFO : Epoch 1867 | loss: 0.0311499 | val_loss: 0.0311682 | Time: 6812.18 ms [2021-12-29 10:33:23 main:581] : INFO : Epoch 1868 | loss: 0.0311498 | val_loss: 0.0311679 | Time: 6839.99 ms [2021-12-29 10:33:30 main:581] : INFO : Epoch 1869 | loss: 0.0311483 | val_loss: 0.0311694 | Time: 6884.93 ms [2021-12-29 10:33:37 main:581] : INFO : Epoch 1870 | loss: 0.0311445 | val_loss: 0.031168 | Time: 6814.47 ms [2021-12-29 10:33:44 main:581] : INFO : Epoch 1871 | loss: 0.0311428 | val_loss: 0.0311698 | Time: 6822.18 ms [2021-12-29 10:33:50 main:581] : INFO : Epoch 1872 | loss: 0.031143 | val_loss: 0.0311694 | Time: 6847.08 ms [2021-12-29 10:33:57 main:581] : INFO : Epoch 1873 | loss: 0.0311422 | val_loss: 0.0311694 | Time: 6807.37 ms [2021-12-29 10:34:04 main:581] : INFO : Epoch 1874 | loss: 0.0311423 | val_loss: 0.031168 | Time: 6830.36 ms [2021-12-29 10:34:11 main:581] : INFO : Epoch 1875 | loss: 0.031144 | val_loss: 0.0311644 | Time: 6805.16 ms [2021-12-29 10:34:18 main:581] : INFO : Epoch 1876 | loss: 0.0311428 | val_loss: 0.0311675 | Time: 6783.19 ms [2021-12-29 10:34:24 main:581] : INFO : Epoch 1877 | loss: 0.0311424 | val_loss: 0.0311656 | Time: 6775.91 ms [2021-12-29 10:34:31 main:581] : INFO : Epoch 1878 | loss: 0.0311438 | val_loss: 0.0311686 | Time: 6833.28 ms [2021-12-29 10:34:38 main:581] : INFO : Epoch 1879 | loss: 0.0311441 | val_loss: 0.0311675 | Time: 6809.15 ms [2021-12-29 10:34:45 main:581] : INFO : Epoch 1880 | loss: 0.0311428 | val_loss: 0.0311649 | Time: 6843.86 ms [2021-12-29 10:34:52 main:581] : INFO : Epoch 1881 | loss: 0.031143 | val_loss: 0.0311648 | Time: 6842.84 ms [2021-12-29 10:34:59 main:581] : INFO : Epoch 1882 | loss: 0.0311451 | val_loss: 0.0311663 | Time: 6821.69 ms [2021-12-29 10:35:05 main:581] : INFO : Epoch 1883 | loss: 0.0311442 | val_loss: 0.031169 | Time: 6824.5 ms [2021-12-29 10:35:12 main:581] : INFO : Epoch 1884 | loss: 0.0311467 | val_loss: 0.0311643 | Time: 6832.21 ms [2021-12-29 10:35:19 main:581] : INFO : Epoch 1885 | loss: 0.0311518 | val_loss: 0.0311705 | Time: 6853.48 ms [2021-12-29 10:35:26 main:581] : INFO : Epoch 1886 | loss: 0.0311513 | val_loss: 0.0311633 | Time: 6806.79 ms [2021-12-29 10:35:33 main:581] : INFO : Epoch 1887 | loss: 0.0311531 | val_loss: 0.031163 | Time: 6845.13 ms [2021-12-29 10:35:40 main:581] : INFO : Epoch 1888 | loss: 0.0311589 | val_loss: 0.0311668 | Time: 6826.46 ms [2021-12-29 10:35:46 main:581] : INFO : Epoch 1889 | loss: 0.0311599 | val_loss: 0.0311652 | Time: 6844.77 ms [2021-12-29 10:35:53 main:581] : INFO : Epoch 1890 | loss: 0.0311545 | val_loss: 0.0311635 | Time: 6802.33 ms [2021-12-29 10:36:00 main:581] : INFO : Epoch 1891 | loss: 0.031154 | val_loss: 0.0311649 | Time: 6795.47 ms [2021-12-29 10:36:07 main:581] : INFO : Epoch 1892 | loss: 0.0311518 | val_loss: 0.0311651 | Time: 6839.22 ms [2021-12-29 10:36:14 main:581] : INFO : Epoch 1893 | loss: 0.0311528 | val_loss: 0.0311661 | Time: 6831.88 ms [2021-12-29 10:36:21 main:581] : INFO : Epoch 1894 | loss: 0.0311502 | val_loss: 0.031165 | Time: 6856.68 ms [2021-12-29 10:36:27 main:581] : INFO : Epoch 1895 | loss: 0.0311481 | val_loss: 0.031165 | Time: 6810.18 ms [2021-12-29 10:36:34 main:581] : INFO : Epoch 1896 | loss: 0.0311496 | val_loss: 0.0311668 | Time: 6813.82 ms [2021-12-29 10:36:41 main:581] : INFO : Epoch 1897 | loss: 0.0311492 | val_loss: 0.0311685 | Time: 6815.22 ms [2021-12-29 10:36:48 main:581] : INFO : Epoch 1898 | loss: 0.0311528 | val_loss: 0.0311693 | Time: 6822.72 ms [2021-12-29 10:36:55 main:581] : INFO : Epoch 1899 | loss: 0.031151 | val_loss: 0.0311691 | Time: 6825.21 ms [2021-12-29 10:37:01 main:581] : INFO : Epoch 1900 | loss: 0.0311497 | val_loss: 0.0311662 | Time: 6768.25 ms [2021-12-29 10:37:08 main:581] : INFO : Epoch 1901 | loss: 0.0311509 | val_loss: 0.0311637 | Time: 6807.98 ms [2021-12-29 10:37:15 main:581] : INFO : Epoch 1902 | loss: 0.0311509 | val_loss: 0.031166 | Time: 6815.55 ms [2021-12-29 10:37:22 main:581] : INFO : Epoch 1903 | loss: 0.031154 | val_loss: 0.0311707 | Time: 6780.74 ms [2021-12-29 10:37:29 main:581] : INFO : Epoch 1904 | loss: 0.0311582 | val_loss: 0.0311707 | Time: 6846.14 ms [2021-12-29 10:37:35 main:581] : INFO : Epoch 1905 | loss: 0.0311566 | val_loss: 0.0311688 | Time: 6770.42 ms [2021-12-29 10:37:42 main:581] : INFO : Epoch 1906 | loss: 0.0311586 | val_loss: 0.031164 | Time: 6806.8 ms [2021-12-29 10:37:49 main:581] : INFO : Epoch 1907 | loss: 0.0311568 | val_loss: 0.0311769 | Time: 6857.83 ms [2021-12-29 10:37:56 main:581] : INFO : Epoch 1908 | loss: 0.0311702 | val_loss: 0.0311705 | Time: 6848.07 ms [2021-12-29 10:38:03 main:581] : INFO : Epoch 1909 | loss: 0.0311662 | val_loss: 0.0311672 | Time: 6852.23 ms [2021-12-29 10:38:10 main:581] : INFO : Epoch 1910 | loss: 0.0311603 | val_loss: 0.0311723 | Time: 6813.78 ms [2021-12-29 10:38:16 main:581] : INFO : Epoch 1911 | loss: 0.0311566 | val_loss: 0.0311681 | Time: 6842.21 ms [2021-12-29 10:38:23 main:581] : INFO : Epoch 1912 | loss: 0.0311549 | val_loss: 0.0311672 | Time: 6832.32 ms [2021-12-29 10:38:30 main:581] : INFO : Epoch 1913 | loss: 0.0311548 | val_loss: 0.0311674 | Time: 6793.17 ms [2021-12-29 10:38:37 main:581] : INFO : Epoch 1914 | loss: 0.0311609 | val_loss: 0.0311863 | Time: 6851.08 ms [2021-12-29 10:38:44 main:581] : INFO : Epoch 1915 | loss: 0.031256 | val_loss: 0.0345484 | Time: 6787.35 ms [2021-12-29 10:38:51 main:581] : INFO : Epoch 1916 | loss: 0.0402674 | val_loss: 0.0686625 | Time: 6760.62 ms [2021-12-29 10:38:57 main:581] : INFO : Epoch 1917 | loss: 0.0356668 | val_loss: 0.032641 | Time: 6827.13 ms [2021-12-29 10:39:04 main:581] : INFO : Epoch 1918 | loss: 0.0317396 | val_loss: 0.0313289 | Time: 6827.01 ms [2021-12-29 10:39:11 main:581] : INFO : Epoch 1919 | loss: 0.0313098 | val_loss: 0.0312902 | Time: 6793.22 ms [2021-12-29 10:39:18 main:581] : INFO : Epoch 1920 | loss: 0.0312617 | val_loss: 0.0312483 | Time: 6810.31 ms [2021-12-29 10:39:25 main:581] : INFO : Epoch 1921 | loss: 0.0312467 | val_loss: 0.0312426 | Time: 6801.42 ms [2021-12-29 10:39:31 main:581] : INFO : Epoch 1922 | loss: 0.0312417 | val_loss: 0.0312388 | Time: 6812.63 ms [2021-12-29 10:39:38 main:581] : INFO : Epoch 1923 | loss: 0.0312365 | val_loss: 0.0312345 | Time: 6800.52 ms [2021-12-29 10:39:45 main:581] : INFO : Epoch 1924 | loss: 0.0312336 | val_loss: 0.0312324 | Time: 6825.1 ms [2021-12-29 10:39:52 main:581] : INFO : Epoch 1925 | loss: 0.0312313 | val_loss: 0.0312298 | Time: 6838 ms [2021-12-29 10:39:59 main:581] : INFO : Epoch 1926 | loss: 0.0312291 | val_loss: 0.0312275 | Time: 6884.41 ms [2021-12-29 10:40:06 main:581] : INFO : Epoch 1927 | loss: 0.0312267 | val_loss: 0.0312251 | Time: 6814.36 ms [2021-12-29 10:40:12 main:581] : INFO : Epoch 1928 | loss: 0.0312245 | val_loss: 0.0312241 | Time: 6828.15 ms [2021-12-29 10:40:19 main:581] : INFO : Epoch 1929 | loss: 0.0312231 | val_loss: 0.0312208 | Time: 6868.27 ms [2021-12-29 10:40:26 main:581] : INFO : Epoch 1930 | loss: 0.0312208 | val_loss: 0.0312196 | Time: 6883.86 ms [2021-12-29 10:40:33 main:581] : INFO : Epoch 1931 | loss: 0.0312186 | val_loss: 0.0312168 | Time: 6842.29 ms [2021-12-29 10:40:40 main:581] : INFO : Epoch 1932 | loss: 0.0312178 | val_loss: 0.031216 | Time: 6792.23 ms [2021-12-29 10:40:47 main:581] : INFO : Epoch 1933 | loss: 0.0312154 | val_loss: 0.031214 | Time: 6833.94 ms [2021-12-29 10:40:54 main:581] : INFO : Epoch 1934 | loss: 0.0312139 | val_loss: 0.0312121 | Time: 6842.97 ms [2021-12-29 10:41:00 main:581] : INFO : Epoch 1935 | loss: 0.0312131 | val_loss: 0.0312114 | Time: 6773.89 ms [2021-12-29 10:41:07 main:581] : INFO : Epoch 1936 | loss: 0.0312127 | val_loss: 0.0312108 | Time: 6815.97 ms [2021-12-29 10:41:14 main:581] : INFO : Epoch 1937 | loss: 0.0312112 | val_loss: 0.0312103 | Time: 6817.43 ms [2021-12-29 10:41:21 main:581] : INFO : Epoch 1938 | loss: 0.0312105 | val_loss: 0.031209 | Time: 6821.22 ms [2021-12-29 10:41:28 main:581] : INFO : Epoch 1939 | loss: 0.0312104 | val_loss: 0.0312105 | Time: 6811.42 ms [2021-12-29 10:41:34 main:581] : INFO : Epoch 1940 | loss: 0.0312099 | val_loss: 0.0312096 | Time: 6811.77 ms [2021-12-29 10:41:41 main:581] : INFO : Epoch 1941 | loss: 0.0312094 | val_loss: 0.031208 | Time: 6833.76 ms [2021-12-29 10:41:48 main:581] : INFO : Epoch 1942 | loss: 0.0312085 | val_loss: 0.0312069 | Time: 6808.31 ms [2021-12-29 10:41:55 main:581] : INFO : Epoch 1943 | loss: 0.0312083 | val_loss: 0.0312071 | Time: 6802.52 ms [2021-12-29 10:42:02 main:581] : INFO : Epoch 1944 | loss: 0.0312074 | val_loss: 0.0312056 | Time: 6830.15 ms [2021-12-29 10:42:09 main:581] : INFO : Epoch 1945 | loss: 0.0312078 | val_loss: 0.0312054 | Time: 6860.38 ms [2021-12-29 10:42:15 main:581] : INFO : Epoch 1946 | loss: 0.0312068 | val_loss: 0.0312086 | Time: 6815.57 ms [2021-12-29 10:42:22 main:581] : INFO : Epoch 1947 | loss: 0.0312071 | val_loss: 0.0312086 | Time: 6800.68 ms [2021-12-29 10:42:29 main:581] : INFO : Epoch 1948 | loss: 0.0312068 | val_loss: 0.0312055 | Time: 6803.14 ms [2021-12-29 10:42:36 main:581] : INFO : Epoch 1949 | loss: 0.0312057 | val_loss: 0.0312037 | Time: 6830.3 ms [2021-12-29 10:42:43 main:581] : INFO : Epoch 1950 | loss: 0.0312057 | val_loss: 0.031204 | Time: 6753.47 ms [2021-12-29 10:42:49 main:581] : INFO : Epoch 1951 | loss: 0.0312062 | val_loss: 0.0312039 | Time: 6746.46 ms [2021-12-29 10:42:56 main:581] : INFO : Epoch 1952 | loss: 0.0312049 | val_loss: 0.0312036 | Time: 6837 ms [2021-12-29 10:43:03 main:581] : INFO : Epoch 1953 | loss: 0.0312045 | val_loss: 0.0312027 | Time: 6860.06 ms [2021-12-29 10:43:10 main:581] : INFO : Epoch 1954 | loss: 0.0312042 | val_loss: 0.0312033 | Time: 6809.31 ms [2021-12-29 10:43:17 main:581] : INFO : Epoch 1955 | loss: 0.0312047 | val_loss: 0.031202 | Time: 6836.11 ms [2021-12-29 10:43:23 main:581] : INFO : Epoch 1956 | loss: 0.0312044 | val_loss: 0.0312019 | Time: 6836.42 ms [2021-12-29 10:43:30 main:581] : INFO : Epoch 1957 | loss: 0.0312034 | val_loss: 0.0312037 | Time: 6847.54 ms [2021-12-29 10:43:37 main:581] : INFO : Epoch 1958 | loss: 0.031204 | val_loss: 0.0312031 | Time: 6868.56 ms [2021-12-29 10:43:44 main:581] : INFO : Epoch 1959 | loss: 0.0312035 | val_loss: 0.0312046 | Time: 6792.64 ms [2021-12-29 10:43:51 main:581] : INFO : Epoch 1960 | loss: 0.0312039 | val_loss: 0.0312015 | Time: 6858.45 ms [2021-12-29 10:43:58 main:581] : INFO : Epoch 1961 | loss: 0.0312036 | val_loss: 0.0312014 | Time: 6833.4 ms [2021-12-29 10:44:04 main:581] : INFO : Epoch 1962 | loss: 0.0312039 | val_loss: 0.0312064 | Time: 6777.88 ms [2021-12-29 10:44:11 main:581] : INFO : Epoch 1963 | loss: 0.0312046 | val_loss: 0.0312018 | Time: 6841.57 ms [2021-12-29 10:44:18 main:581] : INFO : Epoch 1964 | loss: 0.031203 | val_loss: 0.0311997 | Time: 6840.01 ms [2021-12-29 10:44:25 main:581] : INFO : Epoch 1965 | loss: 0.0312019 | val_loss: 0.0312001 | Time: 6795.14 ms [2021-12-29 10:44:32 main:581] : INFO : Epoch 1966 | loss: 0.0312019 | val_loss: 0.0312026 | Time: 6809.39 ms [2021-12-29 10:44:39 main:581] : INFO : Epoch 1967 | loss: 0.0312024 | val_loss: 0.0312013 | Time: 6844.53 ms [2021-12-29 10:44:45 main:581] : INFO : Epoch 1968 | loss: 0.0312012 | val_loss: 0.0312017 | Time: 6805.4 ms [2021-12-29 10:44:52 main:581] : INFO : Epoch 1969 | loss: 0.0312018 | val_loss: 0.0312028 | Time: 6840.92 ms [2021-12-29 10:44:59 main:581] : INFO : Epoch 1970 | loss: 0.0312018 | val_loss: 0.0312003 | Time: 6845.71 ms [2021-12-29 10:45:06 main:581] : INFO : Epoch 1971 | loss: 0.0312046 | val_loss: 0.0311991 | Time: 6782.56 ms [2021-12-29 10:45:13 main:581] : INFO : Epoch 1972 | loss: 0.0312029 | val_loss: 0.0312039 | Time: 6776.92 ms [2021-12-29 10:45:19 main:581] : INFO : Epoch 1973 | loss: 0.0312015 | val_loss: 0.0311989 | Time: 6839.1 ms [2021-12-29 10:45:26 main:581] : INFO : Epoch 1974 | loss: 0.0312004 | val_loss: 0.0311986 | Time: 6862.2 ms [2021-12-29 10:45:33 main:581] : INFO : Epoch 1975 | loss: 0.0312002 | val_loss: 0.0311983 | Time: 6843.04 ms [2021-12-29 10:45:40 main:581] : INFO : Epoch 1976 | loss: 0.0312018 | val_loss: 0.0312004 | Time: 6852.18 ms [2021-12-29 10:45:47 main:581] : INFO : Epoch 1977 | loss: 0.0312003 | val_loss: 0.031199 | Time: 6836.42 ms [2021-12-29 10:45:54 main:581] : INFO : Epoch 1978 | loss: 0.0311997 | val_loss: 0.0311988 | Time: 6824.16 ms [2021-12-29 10:46:01 main:581] : INFO : Epoch 1979 | loss: 0.0312001 | val_loss: 0.0311979 | Time: 6814.62 ms [2021-12-29 10:46:07 main:581] : INFO : Epoch 1980 | loss: 0.0312023 | val_loss: 0.0312016 | Time: 6853.51 ms [2021-12-29 10:46:14 main:581] : INFO : Epoch 1981 | loss: 0.0312071 | val_loss: 0.0312002 | Time: 6809.6 ms [2021-12-29 10:46:21 main:581] : INFO : Epoch 1982 | loss: 0.031201 | val_loss: 0.0311971 | Time: 6813.18 ms [2021-12-29 10:46:28 main:581] : INFO : Epoch 1983 | loss: 0.0312028 | val_loss: 0.0312044 | Time: 6816.71 ms [2021-12-29 10:46:35 main:581] : INFO : Epoch 1984 | loss: 0.0312014 | val_loss: 0.0311985 | Time: 6830.37 ms [2021-12-29 10:46:42 main:581] : INFO : Epoch 1985 | loss: 0.0312013 | val_loss: 0.0311971 | Time: 6838.41 ms [2021-12-29 10:46:48 main:581] : INFO : Epoch 1986 | loss: 0.031199 | val_loss: 0.0311979 | Time: 6827.83 ms [2021-12-29 10:46:55 main:581] : INFO : Epoch 1987 | loss: 0.0311992 | val_loss: 0.0312017 | Time: 6794.93 ms [2021-12-29 10:47:02 main:581] : INFO : Epoch 1988 | loss: 0.0311992 | val_loss: 0.0311962 | Time: 6778 ms [2021-12-29 10:47:09 main:581] : INFO : Epoch 1989 | loss: 0.031199 | val_loss: 0.0311997 | Time: 6779.8 ms [2021-12-29 10:47:16 main:581] : INFO : Epoch 1990 | loss: 0.0311995 | val_loss: 0.0311965 | Time: 6829.53 ms [2021-12-29 10:47:22 main:581] : INFO : Epoch 1991 | loss: 0.0311996 | val_loss: 0.0311961 | Time: 6826.62 ms [2021-12-29 10:47:29 main:581] : INFO : Epoch 1992 | loss: 0.0312003 | val_loss: 0.0311981 | Time: 6792.58 ms [2021-12-29 10:47:36 main:581] : INFO : Epoch 1993 | loss: 0.0311999 | val_loss: 0.0311976 | Time: 6765.6 ms [2021-12-29 10:47:43 main:581] : INFO : Epoch 1994 | loss: 0.0311998 | val_loss: 0.0311973 | Time: 6770.84 ms [2021-12-29 10:47:50 main:581] : INFO : Epoch 1995 | loss: 0.0311976 | val_loss: 0.0311961 | Time: 6823.16 ms [2021-12-29 10:47:56 main:581] : INFO : Epoch 1996 | loss: 0.0311977 | val_loss: 0.0311961 | Time: 6839.89 ms [2021-12-29 10:48:03 main:581] : INFO : Epoch 1997 | loss: 0.0311985 | val_loss: 0.031198 | Time: 6816.46 ms [2021-12-29 10:48:10 main:581] : INFO : Epoch 1998 | loss: 0.0311977 | val_loss: 0.0312024 | Time: 6780.98 ms [2021-12-29 10:48:17 main:581] : INFO : Epoch 1999 | loss: 0.0311999 | val_loss: 0.0311961 | Time: 6807.9 ms [2021-12-29 10:48:24 main:581] : INFO : Epoch 2000 | loss: 0.0311972 | val_loss: 0.0311956 | Time: 6820.88 ms [2021-12-29 10:48:30 main:581] : INFO : Epoch 2001 | loss: 0.0311965 | val_loss: 0.031195 | Time: 6852.37 ms [2021-12-29 10:48:37 main:581] : INFO : Epoch 2002 | loss: 0.0311972 | val_loss: 0.0311952 | Time: 6860.87 ms [2021-12-29 10:48:44 main:581] : INFO : Epoch 2003 | loss: 0.0311968 | val_loss: 0.0311944 | Time: 6874.59 ms [2021-12-29 10:48:51 main:581] : INFO : Epoch 2004 | loss: 0.0311965 | val_loss: 0.0311943 | Time: 6823.59 ms [2021-12-29 10:48:58 main:581] : INFO : Epoch 2005 | loss: 0.0311969 | val_loss: 0.031203 | Time: 6866.79 ms [2021-12-29 10:49:05 main:581] : INFO : Epoch 2006 | loss: 0.0311985 | val_loss: 0.0311949 | Time: 6867.27 ms [2021-12-29 10:49:12 main:581] : INFO : Epoch 2007 | loss: 0.0311974 | val_loss: 0.0312101 | Time: 6804.31 ms [2021-12-29 10:49:18 main:581] : INFO : Epoch 2008 | loss: 0.0312 | val_loss: 0.0311958 | Time: 6849.45 ms [2021-12-29 10:49:25 main:581] : INFO : Epoch 2009 | loss: 0.0312003 | val_loss: 0.0311976 | Time: 6838.29 ms [2021-12-29 10:49:32 main:581] : INFO : Epoch 2010 | loss: 0.0312023 | val_loss: 0.0312003 | Time: 6821.16 ms [2021-12-29 10:49:39 main:581] : INFO : Epoch 2011 | loss: 0.0311963 | val_loss: 0.031194 | Time: 6861.88 ms [2021-12-29 10:49:46 main:581] : INFO : Epoch 2012 | loss: 0.0311957 | val_loss: 0.0311954 | Time: 6803.26 ms [2021-12-29 10:49:53 main:581] : INFO : Epoch 2013 | loss: 0.0311959 | val_loss: 0.0311921 | Time: 6819.47 ms [2021-12-29 10:49:59 main:581] : INFO : Epoch 2014 | loss: 0.0312022 | val_loss: 0.0312018 | Time: 6810.97 ms [2021-12-29 10:50:06 main:581] : INFO : Epoch 2015 | loss: 0.0312004 | val_loss: 0.0311922 | Time: 6805.72 ms [2021-12-29 10:50:13 main:581] : INFO : Epoch 2016 | loss: 0.031196 | val_loss: 0.0311954 | Time: 6851.29 ms [2021-12-29 10:50:20 main:581] : INFO : Epoch 2017 | loss: 0.0311947 | val_loss: 0.0311929 | Time: 6764.67 ms [2021-12-29 10:50:27 main:581] : INFO : Epoch 2018 | loss: 0.0311944 | val_loss: 0.0311932 | Time: 6816.57 ms [2021-12-29 10:50:33 main:581] : INFO : Epoch 2019 | loss: 0.031196 | val_loss: 0.0311926 | Time: 6802.57 ms [2021-12-29 10:50:40 main:581] : INFO : Epoch 2020 | loss: 0.0311961 | val_loss: 0.0311943 | Time: 6818.65 ms [2021-12-29 10:50:47 main:581] : INFO : Epoch 2021 | loss: 0.0311944 | val_loss: 0.0311927 | Time: 6841.12 ms [2021-12-29 10:50:54 main:581] : INFO : Epoch 2022 | loss: 0.031195 | val_loss: 0.0311926 | Time: 6848.52 ms [2021-12-29 10:51:01 main:581] : INFO : Epoch 2023 | loss: 0.0311965 | val_loss: 0.0311933 | Time: 6866.42 ms [2021-12-29 10:51:08 main:581] : INFO : Epoch 2024 | loss: 0.0311939 | val_loss: 0.0311912 | Time: 6811.4 ms [2021-12-29 10:51:14 main:581] : INFO : Epoch 2025 | loss: 0.0311929 | val_loss: 0.0311973 | Time: 6806.11 ms [2021-12-29 10:51:21 main:581] : INFO : Epoch 2026 | loss: 0.0311952 | val_loss: 0.0311961 | Time: 6779.15 ms [2021-12-29 10:51:28 main:581] : INFO : Epoch 2027 | loss: 0.0311939 | val_loss: 0.0311917 | Time: 6771.56 ms [2021-12-29 10:51:35 main:581] : INFO : Epoch 2028 | loss: 0.0311949 | val_loss: 0.0311943 | Time: 6810.19 ms [2021-12-29 10:51:42 main:581] : INFO : Epoch 2029 | loss: 0.0311928 | val_loss: 0.0311922 | Time: 6824.54 ms [2021-12-29 10:51:48 main:581] : INFO : Epoch 2030 | loss: 0.0311936 | val_loss: 0.0311914 | Time: 6847.28 ms [2021-12-29 10:51:55 main:581] : INFO : Epoch 2031 | loss: 0.0311947 | val_loss: 0.031195 | Time: 6841.57 ms [2021-12-29 10:52:02 main:581] : INFO : Epoch 2032 | loss: 0.0311944 | val_loss: 0.0312006 | Time: 6783.39 ms [2021-12-29 10:52:09 main:581] : INFO : Epoch 2033 | loss: 0.0311918 | val_loss: 0.0311944 | Time: 6832.9 ms [2021-12-29 10:52:16 main:581] : INFO : Epoch 2034 | loss: 0.0311924 | val_loss: 0.0311955 | Time: 6823.69 ms [2021-12-29 10:52:23 main:581] : INFO : Epoch 2035 | loss: 0.0311934 | val_loss: 0.0311975 | Time: 6784.73 ms [2021-12-29 10:52:29 main:581] : INFO : Epoch 2036 | loss: 0.0311911 | val_loss: 0.0311914 | Time: 6796.27 ms [2021-12-29 10:52:36 main:581] : INFO : Epoch 2037 | loss: 0.0311885 | val_loss: 0.0311947 | Time: 6818.85 ms [2021-12-29 10:52:43 main:581] : INFO : Epoch 2038 | loss: 0.0311932 | val_loss: 0.0311975 | Time: 6748.52 ms [2021-12-29 10:52:50 main:581] : INFO : Epoch 2039 | loss: 0.0311904 | val_loss: 0.0311938 | Time: 6791.74 ms [2021-12-29 10:52:57 main:581] : INFO : Epoch 2040 | loss: 0.0311903 | val_loss: 0.0312005 | Time: 6827.49 ms [2021-12-29 10:53:03 main:581] : INFO : Epoch 2041 | loss: 0.0311962 | val_loss: 0.0312021 | Time: 6815.04 ms [2021-12-29 10:53:10 main:581] : INFO : Epoch 2042 | loss: 0.0311964 | val_loss: 0.031191 | Time: 6830.18 ms [2021-12-29 10:53:17 main:581] : INFO : Epoch 2043 | loss: 0.0311901 | val_loss: 0.0311917 | Time: 6794.03 ms [2021-12-29 10:53:24 main:581] : INFO : Epoch 2044 | loss: 0.0311912 | val_loss: 0.0311967 | Time: 6795.11 ms [2021-12-29 10:53:31 main:581] : INFO : Epoch 2045 | loss: 0.0311962 | val_loss: 0.0312021 | Time: 6814.82 ms [2021-12-29 10:53:37 main:581] : INFO : Epoch 2046 | loss: 0.0311979 | val_loss: 0.031191 | Time: 6794.2 ms [2021-12-29 10:53:44 main:581] : INFO : Epoch 2047 | loss: 0.0311918 | val_loss: 0.0311897 | Time: 6829.4 ms [2021-12-29 10:53:51 main:581] : INFO : Epoch 2048 | loss: 0.0311906 | val_loss: 0.0312157 | Time: 6864.41 ms [2021-12-29 10:53:51 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312157 [2021-12-29 10:53:51 main:610] : INFO : Saving end state to config to file [2021-12-29 10:53:51 main:615] : INFO : Success, exiting.. 10:53:51 (3169622): 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)