Task 7429377
| Name | ParityModified-1631731898-24988-1_0 |
| Workunit | 5101324 |
| Created | 18 Sep 2021, 1:08:42 UTC |
| Sent | 25 Sep 2021, 13:12:24 UTC |
| Report deadline | 2 Oct 2021, 13:12:24 UTC |
| Received | 25 Sep 2021, 17:13:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6824 |
| Run time | 3 hours 27 min 6 sec |
| CPU time | 2 hours 53 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,719.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311233 | val_loss: 0.0312056 | Time: 5972.88 ms [2021-09-25 11:07:34 main:574] : INFO : Epoch 1543 | loss: 0.0311295 | val_loss: 0.0311915 | Time: 6227.54 ms [2021-09-25 11:07:41 main:574] : INFO : Epoch 1544 | loss: 0.0311259 | val_loss: 0.0311973 | Time: 6490.08 ms [2021-09-25 11:07:47 main:574] : INFO : Epoch 1545 | loss: 0.0311251 | val_loss: 0.0312007 | Time: 6097.16 ms [2021-09-25 11:07:53 main:574] : INFO : Epoch 1546 | loss: 0.0311257 | val_loss: 0.0312007 | Time: 6416.05 ms [2021-09-25 11:07:59 main:574] : INFO : Epoch 1547 | loss: 0.0311251 | val_loss: 0.0311938 | Time: 5724.03 ms [2021-09-25 11:08:05 main:574] : INFO : Epoch 1548 | loss: 0.0311235 | val_loss: 0.0311916 | Time: 6577.8 ms [2021-09-25 11:08:11 main:574] : INFO : Epoch 1549 | loss: 0.0311183 | val_loss: 0.0311981 | Time: 6011.82 ms [2021-09-25 11:08:18 main:574] : INFO : Epoch 1550 | loss: 0.0311575 | val_loss: 0.0311893 | Time: 6270.43 ms [2021-09-25 11:08:24 main:574] : INFO : Epoch 1551 | loss: 0.0311787 | val_loss: 0.0311796 | Time: 5885.1 ms [2021-09-25 11:08:29 main:574] : INFO : Epoch 1552 | loss: 0.0311709 | val_loss: 0.0311771 | Time: 5734.89 ms [2021-09-25 11:08:35 main:574] : INFO : Epoch 1553 | loss: 0.0311665 | val_loss: 0.0311759 | Time: 5922.65 ms [2021-09-25 11:08:41 main:574] : INFO : Epoch 1554 | loss: 0.0311627 | val_loss: 0.0311738 | Time: 5818.36 ms [2021-09-25 11:08:47 main:574] : INFO : Epoch 1555 | loss: 0.0311602 | val_loss: 0.0311774 | Time: 5954.05 ms [2021-09-25 11:08:53 main:574] : INFO : Epoch 1556 | loss: 0.0311555 | val_loss: 0.0311793 | Time: 6167.5 ms [2021-09-25 11:08:59 main:574] : INFO : Epoch 1557 | loss: 0.0311579 | val_loss: 0.03118 | Time: 6097.7 ms [2021-09-25 11:09:05 main:574] : INFO : Epoch 1558 | loss: 0.0311553 | val_loss: 0.0311765 | Time: 6032.98 ms [2021-09-25 11:09:12 main:574] : INFO : Epoch 1559 | loss: 0.0311534 | val_loss: 0.0311779 | Time: 6145.43 ms [2021-09-25 11:09:18 main:574] : INFO : Epoch 1560 | loss: 0.0311556 | val_loss: 0.0311903 | Time: 6424.83 ms [2021-09-25 11:09:24 main:574] : INFO : Epoch 1561 | loss: 0.0311512 | val_loss: 0.0311784 | Time: 6244.16 ms [2021-09-25 11:09:30 main:574] : INFO : Epoch 1562 | loss: 0.0311498 | val_loss: 0.031185 | Time: 5761.88 ms [2021-09-25 11:09:36 main:574] : INFO : Epoch 1563 | loss: 0.0311457 | val_loss: 0.0311815 | Time: 5613.3 ms [2021-09-25 11:09:42 main:574] : INFO : Epoch 1564 | loss: 0.0311445 | val_loss: 0.0311838 | Time: 6048.04 ms [2021-09-25 11:09:47 main:574] : INFO : Epoch 1565 | loss: 0.0311468 | val_loss: 0.0311904 | Time: 5758.04 ms [2021-09-25 11:09:53 main:574] : INFO : Epoch 1566 | loss: 0.0311478 | val_loss: 0.031188 | Time: 5646.21 ms [2021-09-25 11:09:59 main:574] : INFO : Epoch 1567 | loss: 0.031145 | val_loss: 0.0311864 | Time: 5619.12 ms [2021-09-25 11:10:04 main:574] : INFO : Epoch 1568 | loss: 0.0311436 | val_loss: 0.0311862 | Time: 5771.79 ms [2021-09-25 11:10:11 main:574] : INFO : Epoch 1569 | loss: 0.0311445 | val_loss: 0.031193 | Time: 6413.85 ms [2021-09-25 11:10:17 main:574] : INFO : Epoch 1570 | loss: 0.0311451 | val_loss: 0.0311957 | Time: 6020.11 ms [2021-09-25 11:10:23 main:574] : INFO : Epoch 1571 | loss: 0.0311455 | val_loss: 0.0311907 | Time: 5803.01 ms [2021-09-25 11:10:29 main:574] : INFO : Epoch 1572 | loss: 0.0311416 | val_loss: 0.0311838 | Time: 6218.3 ms [2021-09-25 11:10:35 main:574] : INFO : Epoch 1573 | loss: 0.0311402 | val_loss: 0.0311918 | Time: 6264.39 ms [2021-09-25 11:10:41 main:574] : INFO : Epoch 1574 | loss: 0.0311401 | val_loss: 0.0311862 | Time: 5926.25 ms [2021-09-25 11:10:47 main:574] : INFO : Epoch 1575 | loss: 0.0311429 | val_loss: 0.0311938 | Time: 6232.94 ms [2021-09-25 11:10:53 main:574] : INFO : Epoch 1576 | loss: 0.0311447 | val_loss: 0.0311848 | Time: 5679.99 ms [2021-09-25 11:10:59 main:574] : INFO : Epoch 1577 | loss: 0.0311415 | val_loss: 0.0311847 | Time: 5677.21 ms [2021-09-25 11:11:05 main:574] : INFO : Epoch 1578 | loss: 0.0311416 | val_loss: 0.031189 | Time: 5924.52 ms [2021-09-25 11:11:11 main:574] : INFO : Epoch 1579 | loss: 0.0311422 | val_loss: 0.0311808 | Time: 6582.54 ms [2021-09-25 11:11:18 main:574] : INFO : Epoch 1580 | loss: 0.0311442 | val_loss: 0.0311955 | Time: 6329.46 ms [2021-09-25 11:11:24 main:574] : INFO : Epoch 1581 | loss: 0.0311425 | val_loss: 0.0311923 | Time: 6112.65 ms [2021-09-25 11:11:30 main:574] : INFO : Epoch 1582 | loss: 0.0311396 | val_loss: 0.0311908 | Time: 5999.41 ms [2021-09-25 11:11:36 main:574] : INFO : Epoch 1583 | loss: 0.0311395 | val_loss: 0.0311865 | Time: 5960.34 ms [2021-09-25 11:11:42 main:574] : INFO : Epoch 1584 | loss: 0.0311488 | val_loss: 0.0311831 | Time: 6018.54 ms [2021-09-25 11:11:47 main:574] : INFO : Epoch 1585 | loss: 0.031149 | val_loss: 0.0311849 | Time: 5683.79 ms [2021-09-25 11:11:53 main:574] : INFO : Epoch 1586 | loss: 0.031144 | val_loss: 0.0311853 | Time: 5731.91 ms [2021-09-25 11:11:59 main:574] : INFO : Epoch 1587 | loss: 0.031139 | val_loss: 0.0311901 | Time: 5963.18 ms [2021-09-25 11:12:05 main:574] : INFO : Epoch 1588 | loss: 0.0311434 | val_loss: 0.0311937 | Time: 6245.52 ms [2021-09-25 11:12:12 main:574] : INFO : Epoch 1589 | loss: 0.0311453 | val_loss: 0.0311895 | Time: 6301.5 ms [2021-09-25 11:12:18 main:574] : INFO : Epoch 1590 | loss: 0.0311424 | val_loss: 0.0311916 | Time: 6482.43 ms [2021-09-25 11:12:24 main:574] : INFO : Epoch 1591 | loss: 0.0311364 | val_loss: 0.0311917 | Time: 5853.83 ms [2021-09-25 11:12:30 main:574] : INFO : Epoch 1592 | loss: 0.0311377 | val_loss: 0.0311943 | Time: 5972.19 ms [2021-09-25 11:12:36 main:574] : INFO : Epoch 1593 | loss: 0.0311389 | val_loss: 0.0311877 | Time: 6126.22 ms [2021-09-25 11:12:42 main:574] : INFO : Epoch 1594 | loss: 0.0311434 | val_loss: 0.0311897 | Time: 6020.15 ms [2021-09-25 11:12:48 main:574] : INFO : Epoch 1595 | loss: 0.0311424 | val_loss: 0.0311875 | Time: 5564.47 ms [2021-09-25 11:12:53 main:574] : INFO : Epoch 1596 | loss: 0.0311479 | val_loss: 0.0311829 | Time: 5643.99 ms [2021-09-25 11:12:59 main:574] : INFO : Epoch 1597 | loss: 0.0311425 | val_loss: 0.0311853 | Time: 5741.3 ms [2021-09-25 11:13:05 main:574] : INFO : Epoch 1598 | loss: 0.0311424 | val_loss: 0.0311917 | Time: 6117.11 ms [2021-09-25 11:13:11 main:574] : INFO : Epoch 1599 | loss: 0.0311442 | val_loss: 0.0311844 | Time: 5894.43 ms [2021-09-25 11:13:17 main:574] : INFO : Epoch 1600 | loss: 0.0311429 | val_loss: 0.0311913 | Time: 5429.93 ms [2021-09-25 11:13:22 main:574] : INFO : Epoch 1601 | loss: 0.0311445 | val_loss: 0.0311898 | Time: 5855.06 ms [2021-09-25 11:13:28 main:574] : INFO : Epoch 1602 | loss: 0.0311434 | val_loss: 0.0311918 | Time: 5964.95 ms [2021-09-25 11:13:35 main:574] : INFO : Epoch 1603 | loss: 0.0311416 | val_loss: 0.0311832 | Time: 6412.25 ms [2021-09-25 11:13:41 main:574] : INFO : Epoch 1604 | loss: 0.0311405 | val_loss: 0.0311907 | Time: 6419.77 ms [2021-09-25 11:13:47 main:574] : INFO : Epoch 1605 | loss: 0.0311407 | val_loss: 0.0311898 | Time: 5919.09 ms [2021-09-25 11:13:53 main:574] : INFO : Epoch 1606 | loss: 0.0312027 | val_loss: 0.0311953 | Time: 5995.39 ms [2021-09-25 11:13:59 main:574] : INFO : Epoch 1607 | loss: 0.031199 | val_loss: 0.031192 | Time: 5771.94 ms [2021-09-25 11:14:05 main:574] : INFO : Epoch 1608 | loss: 0.0311946 | val_loss: 0.0311878 | Time: 6409.33 ms [2021-09-25 11:14:11 main:574] : INFO : Epoch 1609 | loss: 0.0311898 | val_loss: 0.0311883 | Time: 5884.73 ms [2021-09-25 11:14:17 main:574] : INFO : Epoch 1610 | loss: 0.0311887 | val_loss: 0.0311909 | Time: 6153.84 ms [2021-09-25 11:14:23 main:574] : INFO : Epoch 1611 | loss: 0.0311873 | val_loss: 0.0311856 | Time: 5775.54 ms [2021-09-25 11:14:29 main:574] : INFO : Epoch 1612 | loss: 0.0311841 | val_loss: 0.0311865 | Time: 6351.65 ms [2021-09-25 11:14:35 main:574] : INFO : Epoch 1613 | loss: 0.0311817 | val_loss: 0.0311852 | Time: 5924.03 ms [2021-09-25 11:14:42 main:574] : INFO : Epoch 1614 | loss: 0.0311805 | val_loss: 0.0311836 | Time: 6224.9 ms [2021-09-25 11:14:48 main:574] : INFO : Epoch 1615 | loss: 0.0311798 | val_loss: 0.0311854 | Time: 6747.92 ms [2021-09-25 11:14:54 main:574] : INFO : Epoch 1616 | loss: 0.0311792 | val_loss: 0.0311796 | Time: 5656.73 ms [2021-09-25 11:15:00 main:574] : INFO : Epoch 1617 | loss: 0.0311769 | val_loss: 0.031182 | Time: 6105.46 ms [2021-09-25 11:15:06 main:574] : INFO : Epoch 1618 | loss: 0.031177 | val_loss: 0.0311853 | Time: 5751.55 ms [2021-09-25 11:15:12 main:574] : INFO : Epoch 1619 | loss: 0.0311778 | val_loss: 0.031184 | Time: 5924.41 ms [2021-09-25 11:15:18 main:574] : INFO : Epoch 1620 | loss: 0.0311751 | val_loss: 0.0311793 | Time: 6241.91 ms [2021-09-25 11:15:24 main:574] : INFO : Epoch 1621 | loss: 0.0311725 | val_loss: 0.0311775 | Time: 6003.21 ms [2021-09-25 11:15:30 main:574] : INFO : Epoch 1622 | loss: 0.0311698 | val_loss: 0.0311774 | Time: 5696.98 ms [2021-09-25 11:15:36 main:574] : INFO : Epoch 1623 | loss: 0.0311719 | val_loss: 0.0311796 | Time: 6337.07 ms [2021-09-25 11:15:43 main:574] : INFO : Epoch 1624 | loss: 0.0311712 | val_loss: 0.031181 | Time: 6386.11 ms [2021-09-25 11:15:49 main:574] : INFO : Epoch 1625 | loss: 0.0311723 | val_loss: 0.0311772 | Time: 6537.6 ms [2021-09-25 11:15:55 main:574] : INFO : Epoch 1626 | loss: 0.031168 | val_loss: 0.0311786 | Time: 6030.15 ms [2021-09-25 11:16:01 main:574] : INFO : Epoch 1627 | loss: 0.0311681 | val_loss: 0.0311752 | Time: 6224.06 ms [2021-09-25 11:16:08 main:574] : INFO : Epoch 1628 | loss: 0.031166 | val_loss: 0.0311799 | Time: 6301.39 ms [2021-09-25 11:16:14 main:574] : INFO : Epoch 1629 | loss: 0.031167 | val_loss: 0.0311785 | Time: 6126.03 ms [2021-09-25 11:16:20 main:574] : INFO : Epoch 1630 | loss: 0.0311661 | val_loss: 0.0311771 | Time: 6131.54 ms [2021-09-25 11:16:26 main:574] : INFO : Epoch 1631 | loss: 0.0311648 | val_loss: 0.0311748 | Time: 6108.22 ms [2021-09-25 11:16:32 main:574] : INFO : Epoch 1632 | loss: 0.031165 | val_loss: 0.0311749 | Time: 6072.43 ms [2021-09-25 11:16:38 main:574] : INFO : Epoch 1633 | loss: 0.0311636 | val_loss: 0.031177 | Time: 6003.67 ms [2021-09-25 11:16:44 main:574] : INFO : Epoch 1634 | loss: 0.0311629 | val_loss: 0.0311758 | Time: 5905.09 ms [2021-09-25 11:16:50 main:574] : INFO : Epoch 1635 | loss: 0.031161 | val_loss: 0.0311751 | Time: 6102.65 ms [2021-09-25 11:16:57 main:574] : INFO : Epoch 1636 | loss: 0.0311606 | val_loss: 0.0311782 | Time: 7240.3 ms [2021-09-25 11:17:03 main:574] : INFO : Epoch 1637 | loss: 0.0311606 | val_loss: 0.0311804 | Time: 5946.03 ms [2021-09-25 11:17:09 main:574] : INFO : Epoch 1638 | loss: 0.0311611 | val_loss: 0.0311756 | Time: 5963.46 ms [2021-09-25 11:17:16 main:574] : INFO : Epoch 1639 | loss: 0.0311621 | val_loss: 0.0311797 | Time: 6644.86 ms [2021-09-25 11:17:22 main:574] : INFO : Epoch 1640 | loss: 0.0311599 | val_loss: 0.0311814 | Time: 5883.04 ms [2021-09-25 11:17:28 main:574] : INFO : Epoch 1641 | loss: 0.0311603 | val_loss: 0.0311777 | Time: 6595.88 ms [2021-09-25 11:17:35 main:574] : INFO : Epoch 1642 | loss: 0.0311604 | val_loss: 0.0311738 | Time: 6133.49 ms [2021-09-25 11:17:41 main:574] : INFO : Epoch 1643 | loss: 0.0311596 | val_loss: 0.0311767 | Time: 6038.5 ms [2021-09-25 11:17:47 main:574] : INFO : Epoch 1644 | loss: 0.0311613 | val_loss: 0.0311772 | Time: 6381.79 ms [2021-09-25 11:17:53 main:574] : INFO : Epoch 1645 | loss: 0.0311593 | val_loss: 0.0311757 | Time: 6168.47 ms [2021-09-25 11:17:58 main:574] : INFO : Epoch 1646 | loss: 0.0311575 | val_loss: 0.0311768 | Time: 4924.91 ms [2021-09-25 11:18:02 main:574] : INFO : Epoch 1647 | loss: 0.03116 | val_loss: 0.031175 | Time: 3804.72 ms [2021-09-25 11:18:05 main:574] : INFO : Epoch 1648 | loss: 0.0311687 | val_loss: 0.0311791 | Time: 3479.17 ms [2021-09-25 11:18:09 main:574] : INFO : Epoch 1649 | loss: 0.031167 | val_loss: 0.0311783 | Time: 3586.85 ms [2021-09-25 11:18:13 main:574] : INFO : Epoch 1650 | loss: 0.0311639 | val_loss: 0.0311741 | Time: 3727.16 ms [2021-09-25 11:18:16 main:574] : INFO : Epoch 1651 | loss: 0.0311599 | val_loss: 0.0311751 | Time: 3601.78 ms [2021-09-25 11:18:20 main:574] : INFO : Epoch 1652 | loss: 0.0311589 | val_loss: 0.0311735 | Time: 3632.98 ms [2021-09-25 11:18:24 main:574] : INFO : Epoch 1653 | loss: 0.0311588 | val_loss: 0.0311767 | Time: 3605.87 ms [2021-09-25 11:18:28 main:574] : INFO : Epoch 1654 | loss: 0.0311581 | val_loss: 0.0311742 | Time: 4382.41 ms [2021-09-25 11:18:34 main:574] : INFO : Epoch 1655 | loss: 0.0311575 | val_loss: 0.031177 | Time: 6184.3 ms [2021-09-25 11:18:40 main:574] : INFO : Epoch 1656 | loss: 0.031158 | val_loss: 0.0311753 | Time: 5780.22 ms [2021-09-25 11:18:46 main:574] : INFO : Epoch 1657 | loss: 0.0311564 | val_loss: 0.0311807 | Time: 5861.9 ms [2021-09-25 11:18:52 main:574] : INFO : Epoch 1658 | loss: 0.0311547 | val_loss: 0.0311766 | Time: 5782.09 ms [2021-09-25 11:18:57 main:574] : INFO : Epoch 1659 | loss: 0.0311553 | val_loss: 0.0311771 | Time: 5674.9 ms [2021-09-25 11:19:03 main:574] : INFO : Epoch 1660 | loss: 0.0311555 | val_loss: 0.0311775 | Time: 5641.27 ms [2021-09-25 11:19:09 main:574] : INFO : Epoch 1661 | loss: 0.0311551 | val_loss: 0.0311776 | Time: 6441.56 ms [2021-09-25 11:19:16 main:574] : INFO : Epoch 1662 | loss: 0.0311533 | val_loss: 0.0311803 | Time: 6709.96 ms [2021-09-25 11:19:22 main:574] : INFO : Epoch 1663 | loss: 0.0311596 | val_loss: 0.0311814 | Time: 6400.72 ms [2021-09-25 11:19:29 main:574] : INFO : Epoch 1664 | loss: 0.0311622 | val_loss: 0.0311746 | Time: 6416.95 ms [2021-09-25 11:19:35 main:574] : INFO : Epoch 1665 | loss: 0.0311595 | val_loss: 0.0311745 | Time: 6275.26 ms [2021-09-25 11:19:41 main:574] : INFO : Epoch 1666 | loss: 0.0311555 | val_loss: 0.0311768 | Time: 6088.27 ms [2021-09-25 11:19:47 main:574] : INFO : Epoch 1667 | loss: 0.0311571 | val_loss: 0.031176 | Time: 5875.99 ms [2021-09-25 11:19:53 main:574] : INFO : Epoch 1668 | loss: 0.0311553 | val_loss: 0.0311758 | Time: 6283.48 ms [2021-09-25 11:19:59 main:574] : INFO : Epoch 1669 | loss: 0.0311572 | val_loss: 0.0311803 | Time: 5924.87 ms [2021-09-25 11:20:05 main:574] : INFO : Epoch 1670 | loss: 0.0311543 | val_loss: 0.0311783 | Time: 6119.44 ms [2021-09-25 11:20:12 main:574] : INFO : Epoch 1671 | loss: 0.0311524 | val_loss: 0.0311778 | Time: 6140.87 ms [2021-09-25 11:20:17 main:574] : INFO : Epoch 1672 | loss: 0.0311545 | val_loss: 0.0311774 | Time: 5570.03 ms [2021-09-25 11:20:23 main:574] : INFO : Epoch 1673 | loss: 0.0311527 | val_loss: 0.0311795 | Time: 5717.81 ms [2021-09-25 11:20:29 main:574] : INFO : Epoch 1674 | loss: 0.0311504 | val_loss: 0.03118 | Time: 6115.91 ms [2021-09-25 11:20:35 main:574] : INFO : Epoch 1675 | loss: 0.0311497 | val_loss: 0.0311754 | Time: 5682.12 ms [2021-09-25 11:20:41 main:574] : INFO : Epoch 1676 | loss: 0.0311511 | val_loss: 0.0311762 | Time: 6069.77 ms [2021-09-25 11:20:47 main:574] : INFO : Epoch 1677 | loss: 0.0311512 | val_loss: 0.031177 | Time: 6228.47 ms [2021-09-25 11:20:53 main:574] : INFO : Epoch 1678 | loss: 0.0311533 | val_loss: 0.0311758 | Time: 5911.99 ms [2021-09-25 11:20:59 main:574] : INFO : Epoch 1679 | loss: 0.0311538 | val_loss: 0.0311877 | Time: 5872.57 ms [2021-09-25 11:21:05 main:574] : INFO : Epoch 1680 | loss: 0.0311527 | val_loss: 0.0311799 | Time: 5907.84 ms [2021-09-25 11:21:11 main:574] : INFO : Epoch 1681 | loss: 0.031149 | val_loss: 0.0311769 | Time: 5879.8 ms [2021-09-25 11:21:17 main:574] : INFO : Epoch 1682 | loss: 0.0311487 | val_loss: 0.0311766 | Time: 6624.61 ms [2021-09-25 11:21:23 main:574] : INFO : Epoch 1683 | loss: 0.0311586 | val_loss: 0.0311795 | Time: 5858.34 ms [2021-09-25 11:21:29 main:574] : INFO : Epoch 1684 | loss: 0.0311742 | val_loss: 0.0311736 | Time: 6359.9 ms [2021-09-25 11:21:35 main:574] : INFO : Epoch 1685 | loss: 0.0311709 | val_loss: 0.0311746 | Time: 5860.64 ms [2021-09-25 11:21:41 main:574] : INFO : Epoch 1686 | loss: 0.0311682 | val_loss: 0.0311689 | Time: 5958.86 ms [2021-09-25 11:21:47 main:574] : INFO : Epoch 1687 | loss: 0.0311638 | val_loss: 0.031169 | Time: 5580.93 ms [2021-09-25 11:21:53 main:574] : INFO : Epoch 1688 | loss: 0.0311608 | val_loss: 0.0311675 | Time: 5836.45 ms [2021-09-25 11:21:59 main:574] : INFO : Epoch 1689 | loss: 0.03116 | val_loss: 0.0311704 | Time: 5923.99 ms [2021-09-25 11:22:05 main:574] : INFO : Epoch 1690 | loss: 0.0311582 | val_loss: 0.0311697 | Time: 6077.32 ms [2021-09-25 11:22:11 main:574] : INFO : Epoch 1691 | loss: 0.0311588 | val_loss: 0.0311688 | Time: 6527.71 ms [2021-09-25 11:22:17 main:574] : INFO : Epoch 1692 | loss: 0.031158 | val_loss: 0.0311718 | Time: 5983.05 ms [2021-09-25 11:22:23 main:574] : INFO : Epoch 1693 | loss: 0.0311572 | val_loss: 0.0311681 | Time: 6049.57 ms [2021-09-25 11:22:30 main:574] : INFO : Epoch 1694 | loss: 0.0311563 | val_loss: 0.0311694 | Time: 6861.64 ms [2021-09-25 11:22:36 main:574] : INFO : Epoch 1695 | loss: 0.0311548 | val_loss: 0.031169 | Time: 6205.94 ms [2021-09-25 11:22:43 main:574] : INFO : Epoch 1696 | loss: 0.0311536 | val_loss: 0.0311742 | Time: 6296.01 ms [2021-09-25 11:22:49 main:574] : INFO : Epoch 1697 | loss: 0.0311558 | val_loss: 0.0311725 | Time: 5992.76 ms [2021-09-25 11:22:55 main:574] : INFO : Epoch 1698 | loss: 0.0311556 | val_loss: 0.0311716 | Time: 6189.37 ms [2021-09-25 11:23:01 main:574] : INFO : Epoch 1699 | loss: 0.0311575 | val_loss: 0.0311683 | Time: 5679.45 ms [2021-09-25 11:23:06 main:574] : INFO : Epoch 1700 | loss: 0.0311571 | val_loss: 0.0311705 | Time: 5905.76 ms [2021-09-25 11:23:12 main:574] : INFO : Epoch 1701 | loss: 0.0311553 | val_loss: 0.0311679 | Time: 5885.31 ms [2021-09-25 11:23:19 main:574] : INFO : Epoch 1702 | loss: 0.0311559 | val_loss: 0.0311708 | Time: 6711.37 ms [2021-09-25 11:23:25 main:574] : INFO : Epoch 1703 | loss: 0.0311535 | val_loss: 0.0311708 | Time: 5549.23 ms [2021-09-25 11:23:31 main:574] : INFO : Epoch 1704 | loss: 0.03116 | val_loss: 0.0311794 | Time: 6013.27 ms [2021-09-25 11:23:36 main:574] : INFO : Epoch 1705 | loss: 0.0311552 | val_loss: 0.0311715 | Time: 5710.19 ms [2021-09-25 11:23:43 main:574] : INFO : Epoch 1706 | loss: 0.0311527 | val_loss: 0.0311761 | Time: 6684.15 ms [2021-09-25 11:23:49 main:574] : INFO : Epoch 1707 | loss: 0.0311561 | val_loss: 0.0311751 | Time: 5944.28 ms [2021-09-25 11:23:55 main:574] : INFO : Epoch 1708 | loss: 0.0311548 | val_loss: 0.0311733 | Time: 6422.13 ms [2021-09-25 11:24:01 main:574] : INFO : Epoch 1709 | loss: 0.0311516 | val_loss: 0.0311745 | Time: 5749.63 ms [2021-09-25 11:24:07 main:574] : INFO : Epoch 1710 | loss: 0.0311603 | val_loss: 0.0311716 | Time: 5572.07 ms [2021-09-25 11:24:13 main:574] : INFO : Epoch 1711 | loss: 0.0311616 | val_loss: 0.0311676 | Time: 5873.14 ms [2021-09-25 11:24:18 main:574] : INFO : Epoch 1712 | loss: 0.0311572 | val_loss: 0.0311697 | Time: 5884.78 ms [2021-09-25 11:24:24 main:574] : INFO : Epoch 1713 | loss: 0.0311538 | val_loss: 0.0311694 | Time: 5824.91 ms [2021-09-25 11:24:30 main:574] : INFO : Epoch 1714 | loss: 0.0311538 | val_loss: 0.0311704 | Time: 5962.8 ms [2021-09-25 11:24:36 main:574] : INFO : Epoch 1715 | loss: 0.0311522 | val_loss: 0.0311724 | Time: 5968.96 ms [2021-09-25 11:24:42 main:574] : INFO : Epoch 1716 | loss: 0.0311504 | val_loss: 0.0311716 | Time: 6134.52 ms [2021-09-25 11:24:48 main:574] : INFO : Epoch 1717 | loss: 0.0311533 | val_loss: 0.0311714 | Time: 5949.04 ms [2021-09-25 11:24:55 main:574] : INFO : Epoch 1718 | loss: 0.031152 | val_loss: 0.031169 | Time: 6514.74 ms [2021-09-25 11:25:01 main:574] : INFO : Epoch 1719 | loss: 0.0311515 | val_loss: 0.0311694 | Time: 6355.76 ms [2021-09-25 11:25:07 main:574] : INFO : Epoch 1720 | loss: 0.0311534 | val_loss: 0.031174 | Time: 5937.36 ms [2021-09-25 11:25:13 main:574] : INFO : Epoch 1721 | loss: 0.0311508 | val_loss: 0.0311703 | Time: 6062.45 ms [2021-09-25 11:25:19 main:574] : INFO : Epoch 1722 | loss: 0.0311517 | val_loss: 0.0311692 | Time: 5881.01 ms [2021-09-25 11:25:25 main:574] : INFO : Epoch 1723 | loss: 0.031149 | val_loss: 0.0311694 | Time: 6152.26 ms [2021-09-25 11:25:31 main:574] : INFO : Epoch 1724 | loss: 0.0311518 | val_loss: 0.0311696 | Time: 6028.35 ms [2021-09-25 11:25:37 main:574] : INFO : Epoch 1725 | loss: 0.0311508 | val_loss: 0.0311695 | Time: 5852.04 ms [2021-09-25 11:25:43 main:574] : INFO : Epoch 1726 | loss: 0.0311496 | val_loss: 0.0311734 | Time: 5778.36 ms [2021-09-25 11:25:49 main:574] : INFO : Epoch 1727 | loss: 0.031149 | val_loss: 0.0311709 | Time: 5800.98 ms [2021-09-25 11:25:55 main:574] : INFO : Epoch 1728 | loss: 0.0311462 | val_loss: 0.0311721 | Time: 6205.57 ms [2021-09-25 11:26:01 main:574] : INFO : Epoch 1729 | loss: 0.0311467 | val_loss: 0.0311706 | Time: 6001.61 ms [2021-09-25 11:26:07 main:574] : INFO : Epoch 1730 | loss: 0.0311451 | val_loss: 0.031173 | Time: 5941.07 ms [2021-09-25 11:26:13 main:574] : INFO : Epoch 1731 | loss: 0.031145 | val_loss: 0.0311742 | Time: 6537.99 ms [2021-09-25 11:26:19 main:574] : INFO : Epoch 1732 | loss: 0.031147 | val_loss: 0.0311728 | Time: 5886.42 ms [2021-09-25 11:26:26 main:574] : INFO : Epoch 1733 | loss: 0.0311459 | val_loss: 0.0311716 | Time: 6267.59 ms [2021-09-25 11:26:32 main:574] : INFO : Epoch 1734 | loss: 0.0311478 | val_loss: 0.031178 | Time: 6279.51 ms [2021-09-25 11:26:38 main:574] : INFO : Epoch 1735 | loss: 0.0311476 | val_loss: 0.0311687 | Time: 6072.61 ms [2021-09-25 11:26:44 main:574] : INFO : Epoch 1736 | loss: 0.0311461 | val_loss: 0.0311745 | Time: 6198.32 ms [2021-09-25 11:26:50 main:574] : INFO : Epoch 1737 | loss: 0.0311476 | val_loss: 0.0311872 | Time: 6048.72 ms [2021-09-25 11:26:56 main:574] : INFO : Epoch 1738 | loss: 0.0311459 | val_loss: 0.0311729 | Time: 6122.06 ms [2021-09-25 11:27:03 main:574] : INFO : Epoch 1739 | loss: 0.0311456 | val_loss: 0.0311747 | Time: 6175.06 ms [2021-09-25 11:27:09 main:574] : INFO : Epoch 1740 | loss: 0.0311467 | val_loss: 0.031172 | Time: 6451.24 ms [2021-09-25 11:27:15 main:574] : INFO : Epoch 1741 | loss: 0.0311451 | val_loss: 0.0311739 | Time: 6077.21 ms [2021-09-25 11:27:22 main:574] : INFO : Epoch 1742 | loss: 0.0311442 | val_loss: 0.0311716 | Time: 6458.02 ms [2021-09-25 11:27:27 main:574] : INFO : Epoch 1743 | loss: 0.0311431 | val_loss: 0.0311763 | Time: 5891.8 ms [2021-09-25 11:27:34 main:574] : INFO : Epoch 1744 | loss: 0.031143 | val_loss: 0.0311725 | Time: 6125.48 ms [2021-09-25 11:27:40 main:574] : INFO : Epoch 1745 | loss: 0.0311431 | val_loss: 0.0311753 | Time: 6043.21 ms [2021-09-25 11:27:46 main:574] : INFO : Epoch 1746 | loss: 0.0311428 | val_loss: 0.0311734 | Time: 6230.54 ms [2021-09-25 11:27:52 main:574] : INFO : Epoch 1747 | loss: 0.031146 | val_loss: 0.031173 | Time: 6295.55 ms [2021-09-25 11:27:58 main:574] : INFO : Epoch 1748 | loss: 0.0311468 | val_loss: 0.031173 | Time: 5994.8 ms [2021-09-25 11:28:04 main:574] : INFO : Epoch 1749 | loss: 0.0311457 | val_loss: 0.0311725 | Time: 6260.06 ms [2021-09-25 11:28:10 main:574] : INFO : Epoch 1750 | loss: 0.0311441 | val_loss: 0.0311772 | Time: 5692.71 ms [2021-09-25 11:28:16 main:574] : INFO : Epoch 1751 | loss: 0.031147 | val_loss: 0.0311741 | Time: 6387.63 ms [2021-09-25 11:28:23 main:574] : INFO : Epoch 1752 | loss: 0.0311448 | val_loss: 0.0311745 | Time: 6147.87 ms [2021-09-25 11:28:28 main:574] : INFO : Epoch 1753 | loss: 0.0311431 | val_loss: 0.0311734 | Time: 5853.75 ms [2021-09-25 11:28:34 main:574] : INFO : Epoch 1754 | loss: 0.0311413 | val_loss: 0.0311759 | Time: 5685.62 ms [2021-09-25 11:28:40 main:574] : INFO : Epoch 1755 | loss: 0.0311441 | val_loss: 0.0311689 | Time: 6011.63 ms [2021-09-25 11:28:46 main:574] : INFO : Epoch 1756 | loss: 0.031143 | val_loss: 0.0311755 | Time: 5626.27 ms [2021-09-25 11:28:52 main:574] : INFO : Epoch 1757 | loss: 0.0311411 | val_loss: 0.031174 | Time: 6418.3 ms [2021-09-25 11:28:58 main:574] : INFO : Epoch 1758 | loss: 0.0311407 | val_loss: 0.0311744 | Time: 6236.08 ms [2021-09-25 11:29:04 main:574] : INFO : Epoch 1759 | loss: 0.0311395 | val_loss: 0.0311721 | Time: 6006.35 ms [2021-09-25 11:29:11 main:574] : INFO : Epoch 1760 | loss: 0.0311425 | val_loss: 0.0311735 | Time: 6441.67 ms [2021-09-25 11:29:17 main:574] : INFO : Epoch 1761 | loss: 0.0311406 | val_loss: 0.0311751 | Time: 6182.28 ms [2021-09-25 11:29:23 main:574] : INFO : Epoch 1762 | loss: 0.0311424 | val_loss: 0.031173 | Time: 5437.36 ms [2021-09-25 11:29:29 main:574] : INFO : Epoch 1763 | loss: 0.0311454 | val_loss: 0.0311735 | Time: 6403.46 ms [2021-09-25 11:29:35 main:574] : INFO : Epoch 1764 | loss: 0.0311449 | val_loss: 0.0311777 | Time: 5709.27 ms [2021-09-25 11:29:41 main:574] : INFO : Epoch 1765 | loss: 0.0311521 | val_loss: 0.0311729 | Time: 6260.87 ms [2021-09-25 11:29:47 main:574] : INFO : Epoch 1766 | loss: 0.0311547 | val_loss: 0.0311782 | Time: 6042.2 ms [2021-09-25 11:29:53 main:574] : INFO : Epoch 1767 | loss: 0.0311498 | val_loss: 0.0311733 | Time: 6149.53 ms [2021-09-25 11:30:00 main:574] : INFO : Epoch 1768 | loss: 0.0311479 | val_loss: 0.031172 | Time: 6547.99 ms [2021-09-25 11:30:06 main:574] : INFO : Epoch 1769 | loss: 0.0311477 | val_loss: 0.031177 | Time: 6085.13 ms [2021-09-25 11:30:12 main:574] : INFO : Epoch 1770 | loss: 0.0311492 | val_loss: 0.0311717 | Time: 6242.99 ms [2021-09-25 11:30:18 main:574] : INFO : Epoch 1771 | loss: 0.0311482 | val_loss: 0.0311701 | Time: 5743.14 ms [2021-09-25 11:30:24 main:574] : INFO : Epoch 1772 | loss: 0.0311445 | val_loss: 0.0311794 | Time: 5768.98 ms [2021-09-25 11:30:30 main:574] : INFO : Epoch 1773 | loss: 0.0311447 | val_loss: 0.0311672 | Time: 6118.69 ms [2021-09-25 11:30:36 main:574] : INFO : Epoch 1774 | loss: 0.0311422 | val_loss: 0.0311686 | Time: 6147.34 ms [2021-09-25 11:30:42 main:574] : INFO : Epoch 1775 | loss: 0.0311411 | val_loss: 0.0311697 | Time: 5685.43 ms [2021-09-25 11:30:47 main:574] : INFO : Epoch 1776 | loss: 0.0311401 | val_loss: 0.0311739 | Time: 5459.87 ms [2021-09-25 11:30:53 main:574] : INFO : Epoch 1777 | loss: 0.031141 | val_loss: 0.0311698 | Time: 5699.58 ms [2021-09-25 11:30:58 main:574] : INFO : Epoch 1778 | loss: 0.0311409 | val_loss: 0.031174 | Time: 5730.77 ms [2021-09-25 11:31:05 main:574] : INFO : Epoch 1779 | loss: 0.0311391 | val_loss: 0.0311712 | Time: 6543.51 ms [2021-09-25 11:31:11 main:574] : INFO : Epoch 1780 | loss: 0.0311401 | val_loss: 0.0311767 | Time: 6048.35 ms [2021-09-25 11:31:17 main:574] : INFO : Epoch 1781 | loss: 0.0311419 | val_loss: 0.0311863 | Time: 5944.04 ms [2021-09-25 11:31:23 main:574] : INFO : Epoch 1782 | loss: 0.0311451 | val_loss: 0.0311762 | Time: 6013.16 ms [2021-09-25 11:31:29 main:574] : INFO : Epoch 1783 | loss: 0.0311408 | val_loss: 0.031173 | Time: 6127.69 ms [2021-09-25 11:31:35 main:574] : INFO : Epoch 1784 | loss: 0.031139 | val_loss: 0.0311765 | Time: 6078.51 ms [2021-09-25 11:31:42 main:574] : INFO : Epoch 1785 | loss: 0.031144 | val_loss: 0.0311744 | Time: 6473.1 ms [2021-09-25 11:31:48 main:574] : INFO : Epoch 1786 | loss: 0.0311451 | val_loss: 0.0311751 | Time: 6255.01 ms [2021-09-25 11:31:54 main:574] : INFO : Epoch 1787 | loss: 0.0311616 | val_loss: 0.0311723 | Time: 5641.05 ms [2021-09-25 11:32:00 main:574] : INFO : Epoch 1788 | loss: 0.0311593 | val_loss: 0.0311721 | Time: 5967.48 ms [2021-09-25 11:32:05 main:574] : INFO : Epoch 1789 | loss: 0.0311575 | val_loss: 0.0311651 | Time: 5539.66 ms [2021-09-25 11:32:11 main:574] : INFO : Epoch 1790 | loss: 0.0311542 | val_loss: 0.0311728 | Time: 6310.28 ms [2021-09-25 11:32:17 main:574] : INFO : Epoch 1791 | loss: 0.0311525 | val_loss: 0.0311688 | Time: 5982.85 ms [2021-09-25 11:32:23 main:574] : INFO : Epoch 1792 | loss: 0.0311515 | val_loss: 0.0311798 | Time: 5855.28 ms [2021-09-25 11:32:29 main:574] : INFO : Epoch 1793 | loss: 0.0311497 | val_loss: 0.0311722 | Time: 6185.61 ms [2021-09-25 11:32:36 main:574] : INFO : Epoch 1794 | loss: 0.0311457 | val_loss: 0.0311734 | Time: 6101.61 ms [2021-09-25 11:32:42 main:574] : INFO : Epoch 1795 | loss: 0.0311464 | val_loss: 0.0311732 | Time: 6087.3 ms [2021-09-25 11:32:48 main:574] : INFO : Epoch 1796 | loss: 0.0311431 | val_loss: 0.0311744 | Time: 6094.27 ms [2021-09-25 11:32:54 main:574] : INFO : Epoch 1797 | loss: 0.0311422 | val_loss: 0.0311756 | Time: 6350.47 ms [2021-09-25 11:33:00 main:574] : INFO : Epoch 1798 | loss: 0.0311443 | val_loss: 0.0311752 | Time: 5733.77 ms [2021-09-25 11:33:06 main:574] : INFO : Epoch 1799 | loss: 0.0311429 | val_loss: 0.0311694 | Time: 6078.77 ms [2021-09-25 11:33:12 main:574] : INFO : Epoch 1800 | loss: 0.031143 | val_loss: 0.0311707 | Time: 5610.37 ms [2021-09-25 11:33:18 main:574] : INFO : Epoch 1801 | loss: 0.0311441 | val_loss: 0.0311736 | Time: 6223.36 ms [2021-09-25 11:33:24 main:574] : INFO : Epoch 1802 | loss: 0.0311445 | val_loss: 0.0311726 | Time: 6236.73 ms [2021-09-25 11:33:30 main:574] : INFO : Epoch 1803 | loss: 0.0311429 | val_loss: 0.0311756 | Time: 6125.44 ms [2021-09-25 11:33:37 main:574] : INFO : Epoch 1804 | loss: 0.0311415 | val_loss: 0.0311733 | Time: 6543.73 ms [2021-09-25 11:33:43 main:574] : INFO : Epoch 1805 | loss: 0.0311387 | val_loss: 0.0311747 | Time: 5880.16 ms [2021-09-25 11:33:49 main:574] : INFO : Epoch 1806 | loss: 0.0311383 | val_loss: 0.0311726 | Time: 5970.29 ms [2021-09-25 11:33:55 main:574] : INFO : Epoch 1807 | loss: 0.0311434 | val_loss: 0.031173 | Time: 6113.98 ms [2021-09-25 11:34:00 main:574] : INFO : Epoch 1808 | loss: 0.0311402 | val_loss: 0.0311718 | Time: 5775.69 ms [2021-09-25 11:34:07 main:574] : INFO : Epoch 1809 | loss: 0.0311388 | val_loss: 0.0311769 | Time: 6271.73 ms [2021-09-25 11:34:13 main:574] : INFO : Epoch 1810 | loss: 0.0311431 | val_loss: 0.0311785 | Time: 6195.19 ms [2021-09-25 11:34:19 main:574] : INFO : Epoch 1811 | loss: 0.0311406 | val_loss: 0.031174 | Time: 5939.52 ms [2021-09-25 11:34:25 main:574] : INFO : Epoch 1812 | loss: 0.031138 | val_loss: 0.0311716 | Time: 6447.52 ms [2021-09-25 11:34:31 main:574] : INFO : Epoch 1813 | loss: 0.0311392 | val_loss: 0.0311737 | Time: 5752.82 ms [2021-09-25 11:34:37 main:574] : INFO : Epoch 1814 | loss: 0.0311386 | val_loss: 0.0311761 | Time: 6216.09 ms [2021-09-25 11:34:43 main:574] : INFO : Epoch 1815 | loss: 0.031142 | val_loss: 0.0311704 | Time: 5372.74 ms [2021-09-25 11:34:48 main:574] : INFO : Epoch 1816 | loss: 0.031143 | val_loss: 0.0311745 | Time: 5842.92 ms [2021-09-25 11:34:55 main:574] : INFO : Epoch 1817 | loss: 0.0311429 | val_loss: 0.0311778 | Time: 6314.73 ms [2021-09-25 11:35:01 main:574] : INFO : Epoch 1818 | loss: 0.0311395 | val_loss: 0.0311738 | Time: 6071.12 ms [2021-09-25 11:35:07 main:574] : INFO : Epoch 1819 | loss: 0.0311415 | val_loss: 0.0311875 | Time: 6145.83 ms [2021-09-25 11:35:14 main:574] : INFO : Epoch 1820 | loss: 0.0311383 | val_loss: 0.0311706 | Time: 6723.99 ms [2021-09-25 11:35:20 main:574] : INFO : Epoch 1821 | loss: 0.031141 | val_loss: 0.0311699 | Time: 6131.07 ms [2021-09-25 11:35:25 main:574] : INFO : Epoch 1822 | loss: 0.0311435 | val_loss: 0.0311734 | Time: 5567.47 ms [2021-09-25 11:35:32 main:574] : INFO : Epoch 1823 | loss: 0.0311462 | val_loss: 0.0311733 | Time: 6168.28 ms [2021-09-25 11:35:38 main:574] : INFO : Epoch 1824 | loss: 0.0311441 | val_loss: 0.0311751 | Time: 6129.52 ms [2021-09-25 11:35:43 main:574] : INFO : Epoch 1825 | loss: 0.0311424 | val_loss: 0.0311728 | Time: 5708.13 ms [2021-09-25 11:35:50 main:574] : INFO : Epoch 1826 | loss: 0.0311407 | val_loss: 0.0311707 | Time: 6617 ms [2021-09-25 11:35:56 main:574] : INFO : Epoch 1827 | loss: 0.0311396 | val_loss: 0.0311717 | Time: 5751.53 ms [2021-09-25 11:36:02 main:574] : INFO : Epoch 1828 | loss: 0.0311453 | val_loss: 0.0311731 | Time: 6272.77 ms [2021-09-25 11:36:08 main:574] : INFO : Epoch 1829 | loss: 0.031146 | val_loss: 0.0311713 | Time: 5945.01 ms [2021-09-25 11:36:14 main:574] : INFO : Epoch 1830 | loss: 0.0311434 | val_loss: 0.031171 | Time: 5813.85 ms [2021-09-25 11:36:20 main:574] : INFO : Epoch 1831 | loss: 0.0311408 | val_loss: 0.0311731 | Time: 5754.76 ms [2021-09-25 11:36:26 main:574] : INFO : Epoch 1832 | loss: 0.0311386 | val_loss: 0.0311749 | Time: 5911.63 ms [2021-09-25 11:36:32 main:574] : INFO : Epoch 1833 | loss: 0.031139 | val_loss: 0.0311634 | Time: 6292.28 ms [2021-09-25 11:36:38 main:574] : INFO : Epoch 1834 | loss: 0.0311395 | val_loss: 0.0311661 | Time: 6131.08 ms [2021-09-25 11:36:44 main:574] : INFO : Epoch 1835 | loss: 0.031136 | val_loss: 0.0311692 | Time: 6005.97 ms [2021-09-25 11:36:50 main:574] : INFO : Epoch 1836 | loss: 0.0311353 | val_loss: 0.0311698 | Time: 5735.52 ms [2021-09-25 11:36:56 main:574] : INFO : Epoch 1837 | loss: 0.0311351 | val_loss: 0.0311717 | Time: 6224.89 ms [2021-09-25 11:37:02 main:574] : INFO : Epoch 1838 | loss: 0.0311378 | val_loss: 0.0311725 | Time: 6106.27 ms [2021-09-25 11:37:08 main:574] : INFO : Epoch 1839 | loss: 0.0311344 | val_loss: 0.031173 | Time: 6184.35 ms [2021-09-25 11:37:14 main:574] : INFO : Epoch 1840 | loss: 0.0311376 | val_loss: 0.031169 | Time: 5700.47 ms [2021-09-25 11:37:21 main:574] : INFO : Epoch 1841 | loss: 0.0311377 | val_loss: 0.0311811 | Time: 6743.66 ms [2021-09-25 11:37:27 main:574] : INFO : Epoch 1842 | loss: 0.0311491 | val_loss: 0.0311796 | Time: 6191.71 ms [2021-09-25 11:37:33 main:574] : INFO : Epoch 1843 | loss: 0.0311585 | val_loss: 0.0311704 | Time: 6084.4 ms [2021-09-25 11:37:39 main:574] : INFO : Epoch 1844 | loss: 0.0311516 | val_loss: 0.0311732 | Time: 6164.84 ms [2021-09-25 11:37:45 main:574] : INFO : Epoch 1845 | loss: 0.0311489 | val_loss: 0.0311681 | Time: 6181.4 ms [2021-09-25 11:37:52 main:574] : INFO : Epoch 1846 | loss: 0.0311466 | val_loss: 0.0311669 | Time: 6427.3 ms [2021-09-25 11:37:58 main:574] : INFO : Epoch 1847 | loss: 0.0311457 | val_loss: 0.0311681 | Time: 6151.28 ms [2021-09-25 11:38:04 main:574] : INFO : Epoch 1848 | loss: 0.0311448 | val_loss: 0.0311672 | Time: 5690.3 ms [2021-09-25 11:38:10 main:574] : INFO : Epoch 1849 | loss: 0.0311424 | val_loss: 0.0311694 | Time: 5873.82 ms [2021-09-25 11:38:16 main:574] : INFO : Epoch 1850 | loss: 0.0311441 | val_loss: 0.031169 | Time: 6250.99 ms [2021-09-25 11:38:22 main:574] : INFO : Epoch 1851 | loss: 0.0311422 | val_loss: 0.0311698 | Time: 6107.17 ms [2021-09-25 11:38:28 main:574] : INFO : Epoch 1852 | loss: 0.0311411 | val_loss: 0.0311713 | Time: 6245.93 ms [2021-09-25 11:38:34 main:574] : INFO : Epoch 1853 | loss: 0.0311378 | val_loss: 0.0311695 | Time: 5874.88 ms [2021-09-25 11:38:41 main:574] : INFO : Epoch 1854 | loss: 0.0311393 | val_loss: 0.0311712 | Time: 6723.99 ms [2021-09-25 11:38:47 main:574] : INFO : Epoch 1855 | loss: 0.0311457 | val_loss: 0.031168 | Time: 6506.52 ms [2021-09-25 11:38:54 main:574] : INFO : Epoch 1856 | loss: 0.0311435 | val_loss: 0.0311742 | Time: 6413.38 ms [2021-09-25 11:39:00 main:574] : INFO : Epoch 1857 | loss: 0.0311413 | val_loss: 0.0311718 | Time: 5842.17 ms [2021-09-25 11:39:05 main:574] : INFO : Epoch 1858 | loss: 0.0311399 | val_loss: 0.0311731 | Time: 5636.25 ms [2021-09-25 11:39:11 main:574] : INFO : Epoch 1859 | loss: 0.0311385 | val_loss: 0.0311719 | Time: 5614.7 ms [2021-09-25 11:39:17 main:574] : INFO : Epoch 1860 | loss: 0.031137 | val_loss: 0.0311729 | Time: 5954.28 ms [2021-09-25 11:39:23 main:574] : INFO : Epoch 1861 | loss: 0.0311335 | val_loss: 0.0311734 | Time: 5858.89 ms [2021-09-25 11:39:29 main:574] : INFO : Epoch 1862 | loss: 0.0311344 | val_loss: 0.0311708 | Time: 6170.09 ms [2021-09-25 11:39:35 main:574] : INFO : Epoch 1863 | loss: 0.0311341 | val_loss: 0.0311713 | Time: 5787.31 ms [2021-09-25 11:39:41 main:574] : INFO : Epoch 1864 | loss: 0.0311345 | val_loss: 0.0311817 | Time: 5948.18 ms [2021-09-25 11:39:47 main:574] : INFO : Epoch 1865 | loss: 0.0311382 | val_loss: 0.0311715 | Time: 6549.83 ms [2021-09-25 11:39:53 main:574] : INFO : Epoch 1866 | loss: 0.031134 | val_loss: 0.0311736 | Time: 5918.12 ms [2021-09-25 11:39:59 main:574] : INFO : Epoch 1867 | loss: 0.031132 | val_loss: 0.0311741 | Time: 5819.89 ms [2021-09-25 11:40:04 main:574] : INFO : Epoch 1868 | loss: 0.0311317 | val_loss: 0.031171 | Time: 5620.7 ms [2021-09-25 11:40:11 main:574] : INFO : Epoch 1869 | loss: 0.0311326 | val_loss: 0.0311734 | Time: 6085.1 ms [2021-09-25 11:40:17 main:574] : INFO : Epoch 1870 | loss: 0.0311324 | val_loss: 0.0311709 | Time: 6233.75 ms [2021-09-25 11:40:23 main:574] : INFO : Epoch 1871 | loss: 0.0311363 | val_loss: 0.03117 | Time: 6138.72 ms [2021-09-25 11:40:29 main:574] : INFO : Epoch 1872 | loss: 0.0311381 | val_loss: 0.0311724 | Time: 6138.57 ms [2021-09-25 11:40:35 main:574] : INFO : Epoch 1873 | loss: 0.0311405 | val_loss: 0.0311674 | Time: 5913.47 ms [2021-09-25 11:40:41 main:574] : INFO : Epoch 1874 | loss: 0.0311354 | val_loss: 0.0311708 | Time: 5715.17 ms [2021-09-25 11:40:47 main:574] : INFO : Epoch 1875 | loss: 0.0311347 | val_loss: 0.0311711 | Time: 5846.55 ms [2021-09-25 11:40:52 main:574] : INFO : Epoch 1876 | loss: 0.0311382 | val_loss: 0.0311718 | Time: 5915.91 ms [2021-09-25 11:40:59 main:574] : INFO : Epoch 1877 | loss: 0.0311429 | val_loss: 0.0311707 | Time: 6056.58 ms [2021-09-25 11:41:04 main:574] : INFO : Epoch 1878 | loss: 0.0311396 | val_loss: 0.0311704 | Time: 5886.85 ms [2021-09-25 11:41:10 main:574] : INFO : Epoch 1879 | loss: 0.0311383 | val_loss: 0.0311691 | Time: 5881.24 ms [2021-09-25 11:41:16 main:574] : INFO : Epoch 1880 | loss: 0.0311383 | val_loss: 0.0311725 | Time: 6121.22 ms [2021-09-25 11:41:22 main:574] : INFO : Epoch 1881 | loss: 0.0311376 | val_loss: 0.0311715 | Time: 5968.07 ms [2021-09-25 11:41:28 main:574] : INFO : Epoch 1882 | loss: 0.0311368 | val_loss: 0.0311699 | Time: 6019.93 ms [2021-09-25 11:41:34 main:574] : INFO : Epoch 1883 | loss: 0.0311364 | val_loss: 0.0311737 | Time: 5839.66 ms [2021-09-25 11:41:41 main:574] : INFO : Epoch 1884 | loss: 0.0311357 | val_loss: 0.031175 | Time: 6493 ms [2021-09-25 11:41:47 main:574] : INFO : Epoch 1885 | loss: 0.031132 | val_loss: 0.031171 | Time: 6450.3 ms [2021-09-25 11:41:53 main:574] : INFO : Epoch 1886 | loss: 0.0311335 | val_loss: 0.0311702 | Time: 5855.54 ms [2021-09-25 11:42:00 main:574] : INFO : Epoch 1887 | loss: 0.0311347 | val_loss: 0.031171 | Time: 6480.83 ms [2021-09-25 11:42:06 main:574] : INFO : Epoch 1888 | loss: 0.0311342 | val_loss: 0.0311666 | Time: 6228.49 ms [2021-09-25 11:42:12 main:574] : INFO : Epoch 1889 | loss: 0.0311379 | val_loss: 0.0311727 | Time: 6201.93 ms [2021-09-25 11:42:18 main:574] : INFO : Epoch 1890 | loss: 0.0311423 | val_loss: 0.0311689 | Time: 6168.83 ms [2021-09-25 11:42:24 main:574] : INFO : Epoch 1891 | loss: 0.0311379 | val_loss: 0.0311705 | Time: 6145.63 ms [2021-09-25 11:42:30 main:574] : INFO : Epoch 1892 | loss: 0.0311378 | val_loss: 0.0311677 | Time: 5867.82 ms [2021-09-25 11:42:36 main:574] : INFO : Epoch 1893 | loss: 0.0311386 | val_loss: 0.0311727 | Time: 5796.66 ms [2021-09-25 11:42:42 main:574] : INFO : Epoch 1894 | loss: 0.0311338 | val_loss: 0.0311696 | Time: 5987.53 ms [2021-09-25 11:42:48 main:574] : INFO : Epoch 1895 | loss: 0.0311325 | val_loss: 0.0311696 | Time: 6120.74 ms [2021-09-25 11:42:54 main:574] : INFO : Epoch 1896 | loss: 0.0311343 | val_loss: 0.0311744 | Time: 6089.2 ms [2021-09-25 11:43:00 main:574] : INFO : Epoch 1897 | loss: 0.0311353 | val_loss: 0.0311724 | Time: 6166.8 ms [2021-09-25 11:43:07 main:574] : INFO : Epoch 1898 | loss: 0.0311378 | val_loss: 0.0311739 | Time: 6281.98 ms [2021-09-25 11:43:13 main:574] : INFO : Epoch 1899 | loss: 0.0311378 | val_loss: 0.0311713 | Time: 6125.02 ms [2021-09-25 11:43:19 main:574] : INFO : Epoch 1900 | loss: 0.0311389 | val_loss: 0.0311762 | Time: 5853.05 ms [2021-09-25 11:43:24 main:574] : INFO : Epoch 1901 | loss: 0.0311389 | val_loss: 0.031203 | Time: 5751.25 ms [2021-09-25 11:43:31 main:574] : INFO : Epoch 1902 | loss: 0.0321771 | val_loss: 0.0465855 | Time: 6155.51 ms [2021-09-25 11:43:37 main:574] : INFO : Epoch 1903 | loss: 0.0341508 | val_loss: 0.0315913 | Time: 6044.39 ms [2021-09-25 11:43:43 main:574] : INFO : Epoch 1904 | loss: 0.031887 | val_loss: 0.0313191 | Time: 5944.37 ms [2021-09-25 11:43:49 main:574] : INFO : Epoch 1905 | loss: 0.0313175 | val_loss: 0.0312716 | Time: 5984.12 ms [2021-09-25 11:43:55 main:574] : INFO : Epoch 1906 | loss: 0.0312605 | val_loss: 0.0312575 | Time: 6105.86 ms [2021-09-25 11:44:01 main:574] : INFO : Epoch 1907 | loss: 0.03125 | val_loss: 0.0312472 | Time: 6003.41 ms [2021-09-25 11:44:07 main:574] : INFO : Epoch 1908 | loss: 0.0312449 | val_loss: 0.0312425 | Time: 6213.57 ms [2021-09-25 11:44:13 main:574] : INFO : Epoch 1909 | loss: 0.0312395 | val_loss: 0.0312358 | Time: 6447.53 ms [2021-09-25 11:44:20 main:574] : INFO : Epoch 1910 | loss: 0.0312305 | val_loss: 0.0312228 | Time: 6353.54 ms [2021-09-25 11:44:25 main:574] : INFO : Epoch 1911 | loss: 0.0312173 | val_loss: 0.0312095 | Time: 5224.69 ms [2021-09-25 11:44:31 main:574] : INFO : Epoch 1912 | loss: 0.0312034 | val_loss: 0.0311947 | Time: 5812.62 ms [2021-09-25 11:44:37 main:574] : INFO : Epoch 1913 | loss: 0.0311896 | val_loss: 0.0311843 | Time: 6169.41 ms [2021-09-25 11:44:43 main:574] : INFO : Epoch 1914 | loss: 0.0311803 | val_loss: 0.0311771 | Time: 5957.2 ms [2021-09-25 11:44:48 main:574] : INFO : Epoch 1915 | loss: 0.0311801 | val_loss: 0.0311716 | Time: 5593.63 ms [2021-09-25 11:44:54 main:574] : INFO : Epoch 1916 | loss: 0.0311733 | val_loss: 0.0311709 | Time: 5806.91 ms [2021-09-25 11:45:00 main:574] : INFO : Epoch 1917 | loss: 0.031168 | val_loss: 0.0311705 | Time: 5885.64 ms [2021-09-25 11:45:06 main:574] : INFO : Epoch 1918 | loss: 0.0311656 | val_loss: 0.0311682 | Time: 6125.64 ms [2021-09-25 11:45:12 main:574] : INFO : Epoch 1919 | loss: 0.0311635 | val_loss: 0.0311682 | Time: 6089.7 ms [2021-09-25 11:45:19 main:574] : INFO : Epoch 1920 | loss: 0.0311602 | val_loss: 0.0311702 | Time: 6559.45 ms [2021-09-25 11:45:25 main:574] : INFO : Epoch 1921 | loss: 0.0311597 | val_loss: 0.0311674 | Time: 5862.11 ms [2021-09-25 11:45:31 main:574] : INFO : Epoch 1922 | loss: 0.0311571 | val_loss: 0.0311665 | Time: 5876.82 ms [2021-09-25 11:45:36 main:574] : INFO : Epoch 1923 | loss: 0.0311576 | val_loss: 0.0311664 | Time: 5674.99 ms [2021-09-25 11:45:42 main:574] : INFO : Epoch 1924 | loss: 0.0311563 | val_loss: 0.031168 | Time: 5503.98 ms [2021-09-25 11:45:47 main:574] : INFO : Epoch 1925 | loss: 0.0311587 | val_loss: 0.031166 | Time: 5589.3 ms [2021-09-25 11:45:54 main:574] : INFO : Epoch 1926 | loss: 0.031159 | val_loss: 0.0311655 | Time: 6059.19 ms [2021-09-25 11:45:59 main:574] : INFO : Epoch 1927 | loss: 0.0311522 | val_loss: 0.0311687 | Time: 5707.19 ms [2021-09-25 11:46:05 main:574] : INFO : Epoch 1928 | loss: 0.0311518 | val_loss: 0.0311654 | Time: 6112.99 ms [2021-09-25 11:46:11 main:574] : INFO : Epoch 1929 | loss: 0.0311509 | val_loss: 0.0311695 | Time: 6083.97 ms [2021-09-25 11:46:18 main:574] : INFO : Epoch 1930 | loss: 0.0311472 | val_loss: 0.0311693 | Time: 6404.86 ms [2021-09-25 11:46:24 main:574] : INFO : Epoch 1931 | loss: 0.0311485 | val_loss: 0.0311678 | Time: 5924.86 ms [2021-09-25 11:46:30 main:574] : INFO : Epoch 1932 | loss: 0.0311448 | val_loss: 0.0311689 | Time: 5981.23 ms [2021-09-25 11:46:36 main:574] : INFO : Epoch 1933 | loss: 0.0311465 | val_loss: 0.0311661 | Time: 5902.5 ms [2021-09-25 11:46:42 main:574] : INFO : Epoch 1934 | loss: 0.0311445 | val_loss: 0.0311691 | Time: 5893.05 ms [2021-09-25 11:46:48 main:574] : INFO : Epoch 1935 | loss: 0.0311437 | val_loss: 0.0311671 | Time: 6077.17 ms [2021-09-25 11:46:54 main:574] : INFO : Epoch 1936 | loss: 0.0311427 | val_loss: 0.0311732 | Time: 5931.1 ms [2021-09-25 11:46:59 main:574] : INFO : Epoch 1937 | loss: 0.0311406 | val_loss: 0.0311664 | Time: 5728.93 ms [2021-09-25 11:47:05 main:574] : INFO : Epoch 1938 | loss: 0.0311422 | val_loss: 0.0311658 | Time: 6129.09 ms [2021-09-25 11:47:12 main:574] : INFO : Epoch 1939 | loss: 0.031143 | val_loss: 0.0311676 | Time: 6161.74 ms [2021-09-25 11:47:18 main:574] : INFO : Epoch 1940 | loss: 0.0311409 | val_loss: 0.0311689 | Time: 6263.09 ms [2021-09-25 11:47:24 main:574] : INFO : Epoch 1941 | loss: 0.0311396 | val_loss: 0.0311613 | Time: 5757.99 ms [2021-09-25 11:47:31 main:574] : INFO : Epoch 1942 | loss: 0.0311437 | val_loss: 0.0311695 | Time: 6897.28 ms [2021-09-25 11:47:36 main:574] : INFO : Epoch 1943 | loss: 0.0311442 | val_loss: 0.0311639 | Time: 5730.73 ms [2021-09-25 11:47:43 main:574] : INFO : Epoch 1944 | loss: 0.0311444 | val_loss: 0.0311682 | Time: 6242.11 ms [2021-09-25 11:47:48 main:574] : INFO : Epoch 1945 | loss: 0.0311421 | val_loss: 0.0311658 | Time: 5549.27 ms [2021-09-25 11:47:55 main:574] : INFO : Epoch 1946 | loss: 0.0311408 | val_loss: 0.0311659 | Time: 6723.29 ms [2021-09-25 11:48:01 main:574] : INFO : Epoch 1947 | loss: 0.0311396 | val_loss: 0.0311651 | Time: 6537.48 ms [2021-09-25 11:48:07 main:574] : INFO : Epoch 1948 | loss: 0.0311403 | val_loss: 0.0311618 | Time: 5559.89 ms [2021-09-25 11:48:13 main:574] : INFO : Epoch 1949 | loss: 0.031142 | val_loss: 0.0311663 | Time: 5937.7 ms [2021-09-25 11:48:19 main:574] : INFO : Epoch 1950 | loss: 0.0311415 | val_loss: 0.0311657 | Time: 5825.23 ms [2021-09-25 11:48:25 main:574] : INFO : Epoch 1951 | loss: 0.0311386 | val_loss: 0.0311661 | Time: 5852.59 ms [2021-09-25 11:48:31 main:574] : INFO : Epoch 1952 | loss: 0.0311392 | val_loss: 0.031168 | Time: 6605.17 ms [2021-09-25 11:48:37 main:574] : INFO : Epoch 1953 | loss: 0.0311394 | val_loss: 0.031166 | Time: 6034.38 ms [2021-09-25 11:48:44 main:574] : INFO : Epoch 1954 | loss: 0.0311391 | val_loss: 0.0311672 | Time: 6308.16 ms [2021-09-25 11:48:50 main:574] : INFO : Epoch 1955 | loss: 0.0311371 | val_loss: 0.0311667 | Time: 6128.41 ms [2021-09-25 11:48:56 main:574] : INFO : Epoch 1956 | loss: 0.0311372 | val_loss: 0.0311705 | Time: 6039.22 ms [2021-09-25 11:49:02 main:574] : INFO : Epoch 1957 | loss: 0.0311342 | val_loss: 0.0311682 | Time: 6179.52 ms [2021-09-25 11:49:08 main:574] : INFO : Epoch 1958 | loss: 0.0311338 | val_loss: 0.0311678 | Time: 6007.85 ms [2021-09-25 11:49:14 main:574] : INFO : Epoch 1959 | loss: 0.0311348 | val_loss: 0.0311668 | Time: 6008.36 ms [2021-09-25 11:49:20 main:574] : INFO : Epoch 1960 | loss: 0.0311418 | val_loss: 0.0311728 | Time: 5883.6 ms [2021-09-25 11:49:26 main:574] : INFO : Epoch 1961 | loss: 0.0311514 | val_loss: 0.0311628 | Time: 5876.65 ms [2021-09-25 11:49:32 main:574] : INFO : Epoch 1962 | loss: 0.0311488 | val_loss: 0.0311697 | Time: 6111.82 ms [2021-09-25 11:49:38 main:574] : INFO : Epoch 1963 | loss: 0.0311452 | val_loss: 0.0311653 | Time: 5768.31 ms [2021-09-25 11:49:44 main:574] : INFO : Epoch 1964 | loss: 0.0311398 | val_loss: 0.0311648 | Time: 6183.33 ms [2021-09-25 11:49:50 main:574] : INFO : Epoch 1965 | loss: 0.03114 | val_loss: 0.0311682 | Time: 6639.22 ms [2021-09-25 11:49:56 main:574] : INFO : Epoch 1966 | loss: 0.0311476 | val_loss: 0.0311624 | Time: 5607.2 ms [2021-09-25 11:50:02 main:574] : INFO : Epoch 1967 | loss: 0.0311461 | val_loss: 0.0311649 | Time: 5927.38 ms [2021-09-25 11:50:08 main:574] : INFO : Epoch 1968 | loss: 0.0311497 | val_loss: 0.0311672 | Time: 5852.62 ms [2021-09-25 11:50:14 main:574] : INFO : Epoch 1969 | loss: 0.0311467 | val_loss: 0.0311598 | Time: 6163.52 ms [2021-09-25 11:50:20 main:574] : INFO : Epoch 1970 | loss: 0.0311454 | val_loss: 0.0311621 | Time: 6074.77 ms [2021-09-25 11:50:26 main:574] : INFO : Epoch 1971 | loss: 0.0311402 | val_loss: 0.0311641 | Time: 6041.93 ms [2021-09-25 11:50:32 main:574] : INFO : Epoch 1972 | loss: 0.0311386 | val_loss: 0.0311673 | Time: 6037.38 ms [2021-09-25 11:50:39 main:574] : INFO : Epoch 1973 | loss: 0.0311404 | val_loss: 0.0311678 | Time: 6375.81 ms [2021-09-25 11:50:44 main:574] : INFO : Epoch 1974 | loss: 0.0311578 | val_loss: 0.0311688 | Time: 5871.56 ms [2021-09-25 11:50:50 main:574] : INFO : Epoch 1975 | loss: 0.0311565 | val_loss: 0.0311681 | Time: 5966.94 ms [2021-09-25 11:50:57 main:574] : INFO : Epoch 1976 | loss: 0.0311529 | val_loss: 0.0311792 | Time: 6779.98 ms [2021-09-25 11:51:03 main:574] : INFO : Epoch 1977 | loss: 0.0311528 | val_loss: 0.0311691 | Time: 5869.58 ms [2021-09-25 11:51:09 main:574] : INFO : Epoch 1978 | loss: 0.0311497 | val_loss: 0.0311652 | Time: 5965.07 ms [2021-09-25 11:51:16 main:574] : INFO : Epoch 1979 | loss: 0.031148 | val_loss: 0.0311675 | Time: 6552 ms [2021-09-25 11:51:22 main:574] : INFO : Epoch 1980 | loss: 0.0311481 | val_loss: 0.0311661 | Time: 6359.58 ms [2021-09-25 11:51:28 main:574] : INFO : Epoch 1981 | loss: 0.0311468 | val_loss: 0.0311631 | Time: 6328.49 ms [2021-09-25 11:51:34 main:574] : INFO : Epoch 1982 | loss: 0.0311549 | val_loss: 0.0311696 | Time: 5781.46 ms [2021-09-25 11:51:40 main:574] : INFO : Epoch 1983 | loss: 0.031156 | val_loss: 0.0311645 | Time: 5855.41 ms [2021-09-25 11:51:46 main:574] : INFO : Epoch 1984 | loss: 0.0311508 | val_loss: 0.0311623 | Time: 6068.62 ms [2021-09-25 11:51:52 main:574] : INFO : Epoch 1985 | loss: 0.0311473 | val_loss: 0.0311626 | Time: 5863.53 ms [2021-09-25 11:51:58 main:574] : INFO : Epoch 1986 | loss: 0.0311449 | val_loss: 0.0311667 | Time: 6152.87 ms [2021-09-25 11:52:04 main:574] : INFO : Epoch 1987 | loss: 0.0311448 | val_loss: 0.0311668 | Time: 5851.68 ms [2021-09-25 11:52:10 main:574] : INFO : Epoch 1988 | loss: 0.031145 | val_loss: 0.0311633 | Time: 6371.21 ms [2021-09-25 11:52:16 main:574] : INFO : Epoch 1989 | loss: 0.031143 | val_loss: 0.0311652 | Time: 6036.31 ms [2021-09-25 11:52:22 main:574] : INFO : Epoch 1990 | loss: 0.0311444 | val_loss: 0.031163 | Time: 6115.91 ms [2021-09-25 11:52:28 main:574] : INFO : Epoch 1991 | loss: 0.0311436 | val_loss: 0.0311671 | Time: 5737.89 ms [2021-09-25 11:52:34 main:574] : INFO : Epoch 1992 | loss: 0.0311454 | val_loss: 0.0311654 | Time: 5870.91 ms [2021-09-25 11:52:40 main:574] : INFO : Epoch 1993 | loss: 0.0311451 | val_loss: 0.0311637 | Time: 6152.1 ms [2021-09-25 11:52:46 main:574] : INFO : Epoch 1994 | loss: 0.031142 | val_loss: 0.0311682 | Time: 5459.56 ms [2021-09-25 11:52:52 main:574] : INFO : Epoch 1995 | loss: 0.0311387 | val_loss: 0.031166 | Time: 6187.48 ms [2021-09-25 11:52:58 main:574] : INFO : Epoch 1996 | loss: 0.0311386 | val_loss: 0.0311651 | Time: 5889.35 ms [2021-09-25 11:53:03 main:574] : INFO : Epoch 1997 | loss: 0.0311407 | val_loss: 0.0311634 | Time: 5748.52 ms [2021-09-25 11:53:10 main:574] : INFO : Epoch 1998 | loss: 0.0311384 | val_loss: 0.0311677 | Time: 6461.14 ms [2021-09-25 11:53:15 main:574] : INFO : Epoch 1999 | loss: 0.0311372 | val_loss: 0.0311738 | Time: 5574.78 ms [2021-09-25 11:53:21 main:574] : INFO : Epoch 2000 | loss: 0.0311394 | val_loss: 0.0311653 | Time: 5903.27 ms [2021-09-25 11:53:27 main:574] : INFO : Epoch 2001 | loss: 0.0311393 | val_loss: 0.0311684 | Time: 5561.05 ms [2021-09-25 11:53:33 main:574] : INFO : Epoch 2002 | loss: 0.0311378 | val_loss: 0.031167 | Time: 6412.83 ms [2021-09-25 11:53:39 main:574] : INFO : Epoch 2003 | loss: 0.031136 | val_loss: 0.0311667 | Time: 5588.62 ms [2021-09-25 11:53:45 main:574] : INFO : Epoch 2004 | loss: 0.0311361 | val_loss: 0.0311715 | Time: 5826.45 ms [2021-09-25 11:53:51 main:574] : INFO : Epoch 2005 | loss: 0.0311349 | val_loss: 0.0311702 | Time: 6054.7 ms [2021-09-25 11:53:57 main:574] : INFO : Epoch 2006 | loss: 0.0311332 | val_loss: 0.0311713 | Time: 6244.19 ms [2021-09-25 11:54:03 main:574] : INFO : Epoch 2007 | loss: 0.0311364 | val_loss: 0.031168 | Time: 6308.16 ms [2021-09-25 11:54:09 main:574] : INFO : Epoch 2008 | loss: 0.0311387 | val_loss: 0.0311691 | Time: 5774.3 ms [2021-09-25 11:54:15 main:574] : INFO : Epoch 2009 | loss: 0.0311377 | val_loss: 0.031166 | Time: 6165.51 ms [2021-09-25 11:54:21 main:574] : INFO : Epoch 2010 | loss: 0.031134 | val_loss: 0.0311698 | Time: 5773.64 ms [2021-09-25 11:54:27 main:574] : INFO : Epoch 2011 | loss: 0.0311358 | val_loss: 0.0311671 | Time: 5865.83 ms [2021-09-25 11:54:33 main:574] : INFO : Epoch 2012 | loss: 0.0311342 | val_loss: 0.0311721 | Time: 5828.65 ms [2021-09-25 11:54:39 main:574] : INFO : Epoch 2013 | loss: 0.0311364 | val_loss: 0.0311669 | Time: 5757.68 ms [2021-09-25 11:54:45 main:574] : INFO : Epoch 2014 | loss: 0.0311315 | val_loss: 0.0311734 | Time: 5996.85 ms [2021-09-25 11:54:50 main:574] : INFO : Epoch 2015 | loss: 0.031131 | val_loss: 0.031171 | Time: 5874.07 ms [2021-09-25 11:54:57 main:574] : INFO : Epoch 2016 | loss: 0.0311321 | val_loss: 0.031171 | Time: 6124.89 ms [2021-09-25 11:55:02 main:574] : INFO : Epoch 2017 | loss: 0.031131 | val_loss: 0.0311739 | Time: 5722.78 ms [2021-09-25 11:55:08 main:574] : INFO : Epoch 2018 | loss: 0.0311331 | val_loss: 0.0311728 | Time: 6043.46 ms [2021-09-25 11:55:15 main:574] : INFO : Epoch 2019 | loss: 0.0311365 | val_loss: 0.0311699 | Time: 6268.63 ms [2021-09-25 11:55:20 main:574] : INFO : Epoch 2020 | loss: 0.0311577 | val_loss: 0.0311742 | Time: 5771.9 ms [2021-09-25 11:55:27 main:574] : INFO : Epoch 2021 | loss: 0.0311559 | val_loss: 0.0311704 | Time: 6541.09 ms [2021-09-25 11:55:33 main:574] : INFO : Epoch 2022 | loss: 0.0311491 | val_loss: 0.0311707 | Time: 5827.74 ms [2021-09-25 11:55:39 main:574] : INFO : Epoch 2023 | loss: 0.0311463 | val_loss: 0.0311767 | Time: 6270.58 ms [2021-09-25 11:55:45 main:574] : INFO : Epoch 2024 | loss: 0.0311427 | val_loss: 0.0311691 | Time: 5823.33 ms [2021-09-25 11:55:50 main:574] : INFO : Epoch 2025 | loss: 0.0311427 | val_loss: 0.0311735 | Time: 5560.48 ms [2021-09-25 11:55:57 main:574] : INFO : Epoch 2026 | loss: 0.0311433 | val_loss: 0.0311766 | Time: 6197.03 ms [2021-09-25 11:56:03 main:574] : INFO : Epoch 2027 | loss: 0.031147 | val_loss: 0.0311674 | Time: 6235.84 ms [2021-09-25 11:56:09 main:574] : INFO : Epoch 2028 | loss: 0.0311448 | val_loss: 0.0311717 | Time: 5624.42 ms [2021-09-25 11:56:15 main:574] : INFO : Epoch 2029 | loss: 0.0311404 | val_loss: 0.0311689 | Time: 6099.02 ms [2021-09-25 11:56:21 main:574] : INFO : Epoch 2030 | loss: 0.0311388 | val_loss: 0.0311664 | Time: 6443.38 ms [2021-09-25 11:56:27 main:574] : INFO : Epoch 2031 | loss: 0.0311376 | val_loss: 0.0311701 | Time: 5821.94 ms [2021-09-25 11:56:33 main:574] : INFO : Epoch 2032 | loss: 0.0311377 | val_loss: 0.0311704 | Time: 6175.96 ms [2021-09-25 11:56:39 main:574] : INFO : Epoch 2033 | loss: 0.0311389 | val_loss: 0.0311646 | Time: 5848.39 ms [2021-09-25 11:56:45 main:574] : INFO : Epoch 2034 | loss: 0.0311395 | val_loss: 0.0311671 | Time: 5779.34 ms [2021-09-25 11:56:51 main:574] : INFO : Epoch 2035 | loss: 0.0311423 | val_loss: 0.0311808 | Time: 6108.38 ms [2021-09-25 11:56:57 main:574] : INFO : Epoch 2036 | loss: 0.0311531 | val_loss: 0.0311698 | Time: 6338.99 ms [2021-09-25 11:57:03 main:574] : INFO : Epoch 2037 | loss: 0.0311485 | val_loss: 0.0311677 | Time: 6300.96 ms [2021-09-25 11:57:10 main:574] : INFO : Epoch 2038 | loss: 0.0311447 | val_loss: 0.0311654 | Time: 6431.05 ms [2021-09-25 11:57:17 main:574] : INFO : Epoch 2039 | loss: 0.0311413 | val_loss: 0.0311665 | Time: 6651.79 ms [2021-09-25 11:57:23 main:574] : INFO : Epoch 2040 | loss: 0.0311398 | val_loss: 0.0311632 | Time: 6024.44 ms [2021-09-25 11:57:28 main:574] : INFO : Epoch 2041 | loss: 0.0311378 | val_loss: 0.0311628 | Time: 5831.08 ms [2021-09-25 11:57:35 main:574] : INFO : Epoch 2042 | loss: 0.0311375 | val_loss: 0.031162 | Time: 6088.47 ms [2021-09-25 11:57:41 main:574] : INFO : Epoch 2043 | loss: 0.031139 | val_loss: 0.0311693 | Time: 6135.72 ms [2021-09-25 11:57:47 main:574] : INFO : Epoch 2044 | loss: 0.0311374 | val_loss: 0.0311681 | Time: 5972.2 ms [2021-09-25 11:57:53 main:574] : INFO : Epoch 2045 | loss: 0.0311403 | val_loss: 0.0311683 | Time: 6326.47 ms [2021-09-25 11:57:59 main:574] : INFO : Epoch 2046 | loss: 0.0311375 | val_loss: 0.0311641 | Time: 5510.53 ms [2021-09-25 11:58:05 main:574] : INFO : Epoch 2047 | loss: 0.0311409 | val_loss: 0.0311694 | Time: 6117.29 ms [2021-09-25 11:58:10 main:574] : INFO : Epoch 2048 | loss: 0.031136 | val_loss: 0.031171 | Time: 5763.43 ms [2021-09-25 11:58:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031171 [2021-09-25 11:58:10 main:603] : INFO : Saving end state to config to file [2021-09-25 11:58:10 main:608] : INFO : Success, exiting.. 11:58:10 (6700): 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)