Task 13470817
| Name | ParityModified-1645996837-25615-0_2 |
| Workunit | 9380443 |
| Created | 20 Mar 2022, 14:11:15 UTC |
| Sent | 20 Mar 2022, 14:36:56 UTC |
| Report deadline | 28 Mar 2022, 14:36:56 UTC |
| Received | 20 Mar 2022, 18:45:42 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 3 hours 5 min 47 sec |
| CPU time | 3 hours 1 min 58 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 9,068.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 20 09:59:22 main:574] : INFO : Epoch 1542 | loss: 0.0310399 | val_loss: 0.0312822 | Time: 5400.79 ms [2022-03-20 09:59:28 main:574] : INFO : Epoch 1543 | loss: 0.0310444 | val_loss: 0.0312496 | Time: 5539.99 ms [2022-03-20 09:59:33 main:574] : INFO : Epoch 1544 | loss: 0.0310387 | val_loss: 0.0312802 | Time: 5311.71 ms [2022-03-20 09:59:39 main:574] : INFO : Epoch 1545 | loss: 0.0310378 | val_loss: 0.0312624 | Time: 5379.6 ms [2022-03-20 09:59:44 main:574] : INFO : Epoch 1546 | loss: 0.0310464 | val_loss: 0.0312727 | Time: 5358.17 ms [2022-03-20 09:59:50 main:574] : INFO : Epoch 1547 | loss: 0.0310493 | val_loss: 0.0312835 | Time: 5460.08 ms [2022-03-20 09:59:55 main:574] : INFO : Epoch 1548 | loss: 0.0310443 | val_loss: 0.0312592 | Time: 5302.72 ms [2022-03-20 10:00:00 main:574] : INFO : Epoch 1549 | loss: 0.0310427 | val_loss: 0.0312584 | Time: 5356.88 ms [2022-03-20 10:00:06 main:574] : INFO : Epoch 1550 | loss: 0.0310486 | val_loss: 0.0312775 | Time: 5362.43 ms [2022-03-20 10:00:11 main:574] : INFO : Epoch 1551 | loss: 0.0310355 | val_loss: 0.0312866 | Time: 5363.71 ms [2022-03-20 10:00:16 main:574] : INFO : Epoch 1552 | loss: 0.0310386 | val_loss: 0.0312771 | Time: 5424.77 ms [2022-03-20 10:00:22 main:574] : INFO : Epoch 1553 | loss: 0.0310376 | val_loss: 0.031278 | Time: 5328.71 ms [2022-03-20 10:00:27 main:574] : INFO : Epoch 1554 | loss: 0.0310437 | val_loss: 0.0312719 | Time: 5406.07 ms [2022-03-20 10:00:33 main:574] : INFO : Epoch 1555 | loss: 0.0310346 | val_loss: 0.0312815 | Time: 5454.55 ms [2022-03-20 10:00:38 main:574] : INFO : Epoch 1556 | loss: 0.0310377 | val_loss: 0.0312942 | Time: 5374.16 ms [2022-03-20 10:00:43 main:574] : INFO : Epoch 1557 | loss: 0.0310439 | val_loss: 0.0312498 | Time: 5353.05 ms [2022-03-20 10:00:49 main:574] : INFO : Epoch 1558 | loss: 0.0310467 | val_loss: 0.0312699 | Time: 5402.26 ms [2022-03-20 10:00:54 main:574] : INFO : Epoch 1559 | loss: 0.031041 | val_loss: 0.0312657 | Time: 5362.59 ms [2022-03-20 10:01:00 main:574] : INFO : Epoch 1560 | loss: 0.0310332 | val_loss: 0.0312602 | Time: 5426.06 ms [2022-03-20 10:01:05 main:574] : INFO : Epoch 1561 | loss: 0.031039 | val_loss: 0.0312513 | Time: 5623 ms [2022-03-20 10:01:11 main:574] : INFO : Epoch 1562 | loss: 0.0310398 | val_loss: 0.0312465 | Time: 5528.85 ms [2022-03-20 10:01:16 main:574] : INFO : Epoch 1563 | loss: 0.0310421 | val_loss: 0.0312816 | Time: 5375.42 ms [2022-03-20 10:01:22 main:574] : INFO : Epoch 1564 | loss: 0.0310434 | val_loss: 0.0313122 | Time: 5414.56 ms [2022-03-20 10:01:27 main:574] : INFO : Epoch 1565 | loss: 0.0310349 | val_loss: 0.0312704 | Time: 5434.05 ms [2022-03-20 10:01:32 main:574] : INFO : Epoch 1566 | loss: 0.0310355 | val_loss: 0.0312425 | Time: 5386.99 ms [2022-03-20 10:01:38 main:574] : INFO : Epoch 1567 | loss: 0.0310499 | val_loss: 0.0312546 | Time: 5356.3 ms [2022-03-20 10:01:43 main:574] : INFO : Epoch 1568 | loss: 0.0310425 | val_loss: 0.0312707 | Time: 5371.94 ms [2022-03-20 10:01:49 main:574] : INFO : Epoch 1569 | loss: 0.031038 | val_loss: 0.0312745 | Time: 5375.62 ms [2022-03-20 10:01:54 main:574] : INFO : Epoch 1570 | loss: 0.0310368 | val_loss: 0.0312738 | Time: 5368.15 ms [2022-03-20 10:01:59 main:574] : INFO : Epoch 1571 | loss: 0.031036 | val_loss: 0.031288 | Time: 5383.48 ms [2022-03-20 10:02:05 main:574] : INFO : Epoch 1572 | loss: 0.0310402 | val_loss: 0.0312776 | Time: 5413.98 ms [2022-03-20 10:02:10 main:574] : INFO : Epoch 1573 | loss: 0.0310399 | val_loss: 0.0312605 | Time: 5355.41 ms [2022-03-20 10:02:15 main:574] : INFO : Epoch 1574 | loss: 0.0310386 | val_loss: 0.031294 | Time: 5349.7 ms [2022-03-20 10:02:21 main:574] : INFO : Epoch 1575 | loss: 0.0310322 | val_loss: 0.0312695 | Time: 5391.35 ms [2022-03-20 10:02:26 main:574] : INFO : Epoch 1576 | loss: 0.0310604 | val_loss: 0.031271 | Time: 5374.69 ms [2022-03-20 10:02:32 main:574] : INFO : Epoch 1577 | loss: 0.0310521 | val_loss: 0.0312551 | Time: 5403.45 ms [2022-03-20 10:02:37 main:574] : INFO : Epoch 1578 | loss: 0.0310415 | val_loss: 0.0312786 | Time: 5389.46 ms [2022-03-20 10:02:42 main:574] : INFO : Epoch 1579 | loss: 0.0310388 | val_loss: 0.031304 | Time: 5386.26 ms [2022-03-20 10:02:48 main:574] : INFO : Epoch 1580 | loss: 0.0310427 | val_loss: 0.0312748 | Time: 5357.86 ms [2022-03-20 10:02:53 main:574] : INFO : Epoch 1581 | loss: 0.0310356 | val_loss: 0.0312778 | Time: 5392.9 ms [2022-03-20 10:02:59 main:574] : INFO : Epoch 1582 | loss: 0.0310414 | val_loss: 0.0313112 | Time: 5382.75 ms [2022-03-20 10:03:04 main:574] : INFO : Epoch 1583 | loss: 0.0310394 | val_loss: 0.031256 | Time: 5354.22 ms [2022-03-20 10:03:10 main:574] : INFO : Epoch 1584 | loss: 0.0310363 | val_loss: 0.0312858 | Time: 5604.21 ms [2022-03-20 10:03:15 main:574] : INFO : Epoch 1585 | loss: 0.0310349 | val_loss: 0.0312616 | Time: 5645.39 ms [2022-03-20 10:03:21 main:574] : INFO : Epoch 1586 | loss: 0.0310356 | val_loss: 0.0312693 | Time: 5355.12 ms [2022-03-20 10:03:26 main:574] : INFO : Epoch 1587 | loss: 0.0310338 | val_loss: 0.0312797 | Time: 5409.65 ms [2022-03-20 10:03:31 main:574] : INFO : Epoch 1588 | loss: 0.0310334 | val_loss: 0.0312691 | Time: 5413.43 ms [2022-03-20 10:03:37 main:574] : INFO : Epoch 1589 | loss: 0.0310347 | val_loss: 0.0312564 | Time: 5429.95 ms [2022-03-20 10:03:42 main:574] : INFO : Epoch 1590 | loss: 0.0310356 | val_loss: 0.0312769 | Time: 5388.17 ms [2022-03-20 10:03:48 main:574] : INFO : Epoch 1591 | loss: 0.0310329 | val_loss: 0.0312885 | Time: 5420.29 ms [2022-03-20 10:03:53 main:574] : INFO : Epoch 1592 | loss: 0.0310366 | val_loss: 0.0312649 | Time: 5371.38 ms [2022-03-20 10:03:58 main:574] : INFO : Epoch 1593 | loss: 0.0310464 | val_loss: 0.0312594 | Time: 5380.64 ms [2022-03-20 10:04:04 main:574] : INFO : Epoch 1594 | loss: 0.0310437 | val_loss: 0.0312667 | Time: 5338.1 ms [2022-03-20 10:04:09 main:574] : INFO : Epoch 1595 | loss: 0.0310418 | val_loss: 0.0312649 | Time: 5381.14 ms [2022-03-20 10:04:15 main:574] : INFO : Epoch 1596 | loss: 0.0310376 | val_loss: 0.0312506 | Time: 5381.89 ms [2022-03-20 10:04:20 main:574] : INFO : Epoch 1597 | loss: 0.0310355 | val_loss: 0.0312876 | Time: 5326.75 ms [2022-03-20 10:04:25 main:574] : INFO : Epoch 1598 | loss: 0.0310302 | val_loss: 0.0312595 | Time: 5367.74 ms [2022-03-20 10:04:31 main:574] : INFO : Epoch 1599 | loss: 0.0310354 | val_loss: 0.0312436 | Time: 5382.25 ms [2022-03-20 10:04:36 main:574] : INFO : Epoch 1600 | loss: 0.0310364 | val_loss: 0.0312763 | Time: 5341.16 ms [2022-03-20 10:04:41 main:574] : INFO : Epoch 1601 | loss: 0.0310328 | val_loss: 0.031294 | Time: 5386 ms [2022-03-20 10:04:47 main:574] : INFO : Epoch 1602 | loss: 0.0310366 | val_loss: 0.0312909 | Time: 5402.34 ms [2022-03-20 10:04:52 main:574] : INFO : Epoch 1603 | loss: 0.0310356 | val_loss: 0.031263 | Time: 5460.64 ms [2022-03-20 10:04:58 main:574] : INFO : Epoch 1604 | loss: 0.0310304 | val_loss: 0.0312624 | Time: 5378.11 ms [2022-03-20 10:05:03 main:574] : INFO : Epoch 1605 | loss: 0.0310339 | val_loss: 0.0312903 | Time: 5359.4 ms [2022-03-20 10:05:08 main:574] : INFO : Epoch 1606 | loss: 0.0310316 | val_loss: 0.0312963 | Time: 5293.02 ms [2022-03-20 10:05:14 main:574] : INFO : Epoch 1607 | loss: 0.0310316 | val_loss: 0.0312634 | Time: 5360.21 ms [2022-03-20 10:05:19 main:574] : INFO : Epoch 1608 | loss: 0.0310265 | val_loss: 0.0312827 | Time: 5376.6 ms [2022-03-20 10:05:24 main:574] : INFO : Epoch 1609 | loss: 0.0310269 | val_loss: 0.0312853 | Time: 5313.49 ms [2022-03-20 10:05:30 main:574] : INFO : Epoch 1610 | loss: 0.0310327 | val_loss: 0.0312862 | Time: 5360.78 ms [2022-03-20 10:05:35 main:574] : INFO : Epoch 1611 | loss: 0.0310383 | val_loss: 0.0312789 | Time: 5363.82 ms [2022-03-20 10:05:40 main:574] : INFO : Epoch 1612 | loss: 0.0310352 | val_loss: 0.0312554 | Time: 5337.32 ms [2022-03-20 10:05:46 main:574] : INFO : Epoch 1613 | loss: 0.0310337 | val_loss: 0.031266 | Time: 5423.57 ms [2022-03-20 10:05:51 main:574] : INFO : Epoch 1614 | loss: 0.0310294 | val_loss: 0.0312754 | Time: 5398.01 ms [2022-03-20 10:05:57 main:574] : INFO : Epoch 1615 | loss: 0.0310279 | val_loss: 0.0312826 | Time: 5395.43 ms [2022-03-20 10:06:02 main:574] : INFO : Epoch 1616 | loss: 0.0310349 | val_loss: 0.0312589 | Time: 5467.95 ms [2022-03-20 10:06:08 main:574] : INFO : Epoch 1617 | loss: 0.0310357 | val_loss: 0.0312689 | Time: 5773.49 ms [2022-03-20 10:06:13 main:574] : INFO : Epoch 1618 | loss: 0.0310338 | val_loss: 0.0312572 | Time: 5380.95 ms [2022-03-20 10:06:19 main:574] : INFO : Epoch 1619 | loss: 0.0310375 | val_loss: 0.0312711 | Time: 5361.69 ms [2022-03-20 10:06:24 main:574] : INFO : Epoch 1620 | loss: 0.0310382 | val_loss: 0.031257 | Time: 5361.67 ms [2022-03-20 10:06:29 main:574] : INFO : Epoch 1621 | loss: 0.0310415 | val_loss: 0.0312517 | Time: 5338.59 ms [2022-03-20 10:06:35 main:574] : INFO : Epoch 1622 | loss: 0.0310423 | val_loss: 0.0312708 | Time: 5409.07 ms [2022-03-20 10:06:40 main:574] : INFO : Epoch 1623 | loss: 0.0310331 | val_loss: 0.0312709 | Time: 5388.72 ms [2022-03-20 10:06:46 main:574] : INFO : Epoch 1624 | loss: 0.0310322 | val_loss: 0.0312672 | Time: 5422.48 ms [2022-03-20 10:06:51 main:574] : INFO : Epoch 1625 | loss: 0.0310366 | val_loss: 0.0312703 | Time: 5384.16 ms [2022-03-20 10:06:57 main:574] : INFO : Epoch 1626 | loss: 0.0310385 | val_loss: 0.0312629 | Time: 5469.1 ms [2022-03-20 10:07:02 main:574] : INFO : Epoch 1627 | loss: 0.0310403 | val_loss: 0.0313042 | Time: 5401.88 ms [2022-03-20 10:07:07 main:574] : INFO : Epoch 1628 | loss: 0.0310406 | val_loss: 0.0312723 | Time: 5429.03 ms [2022-03-20 10:07:13 main:574] : INFO : Epoch 1629 | loss: 0.0310365 | val_loss: 0.0312563 | Time: 5370.52 ms [2022-03-20 10:07:18 main:574] : INFO : Epoch 1630 | loss: 0.0310424 | val_loss: 0.0312703 | Time: 5357.86 ms [2022-03-20 10:07:24 main:574] : INFO : Epoch 1631 | loss: 0.0310384 | val_loss: 0.0312876 | Time: 5434.82 ms [2022-03-20 10:07:29 main:574] : INFO : Epoch 1632 | loss: 0.0310422 | val_loss: 0.0312568 | Time: 5328.45 ms [2022-03-20 10:07:34 main:574] : INFO : Epoch 1633 | loss: 0.0310383 | val_loss: 0.0312814 | Time: 5365.22 ms [2022-03-20 10:07:40 main:574] : INFO : Epoch 1634 | loss: 0.0310354 | val_loss: 0.0312719 | Time: 5330.13 ms [2022-03-20 10:07:45 main:574] : INFO : Epoch 1635 | loss: 0.0310431 | val_loss: 0.0312764 | Time: 5316.5 ms [2022-03-20 10:07:50 main:574] : INFO : Epoch 1636 | loss: 0.0310406 | val_loss: 0.0312743 | Time: 5433.97 ms [2022-03-20 10:07:56 main:574] : INFO : Epoch 1637 | loss: 0.0310494 | val_loss: 0.0312832 | Time: 5415.6 ms [2022-03-20 10:08:01 main:574] : INFO : Epoch 1638 | loss: 0.0310473 | val_loss: 0.0312604 | Time: 5377.38 ms [2022-03-20 10:08:07 main:574] : INFO : Epoch 1639 | loss: 0.0310443 | val_loss: 0.0313026 | Time: 5356.01 ms [2022-03-20 10:08:12 main:574] : INFO : Epoch 1640 | loss: 0.0310371 | val_loss: 0.0312774 | Time: 5360.27 ms [2022-03-20 10:08:17 main:574] : INFO : Epoch 1641 | loss: 0.0310382 | val_loss: 0.0312506 | Time: 5312.3 ms [2022-03-20 10:08:23 main:574] : INFO : Epoch 1642 | loss: 0.0310406 | val_loss: 0.0312839 | Time: 5394.06 ms [2022-03-20 10:08:28 main:574] : INFO : Epoch 1643 | loss: 0.0310366 | val_loss: 0.0312782 | Time: 5341.95 ms [2022-03-20 10:08:33 main:574] : INFO : Epoch 1644 | loss: 0.031035 | val_loss: 0.0312862 | Time: 5368.61 ms [2022-03-20 10:08:39 main:574] : INFO : Epoch 1645 | loss: 0.031032 | val_loss: 0.0312631 | Time: 5367.64 ms [2022-03-20 10:08:44 main:574] : INFO : Epoch 1646 | loss: 0.0310391 | val_loss: 0.0312998 | Time: 5329.34 ms [2022-03-20 10:08:49 main:574] : INFO : Epoch 1647 | loss: 0.0310367 | val_loss: 0.0312755 | Time: 5364.72 ms [2022-03-20 10:08:55 main:574] : INFO : Epoch 1648 | loss: 0.0310453 | val_loss: 0.0312696 | Time: 5359.73 ms [2022-03-20 10:09:00 main:574] : INFO : Epoch 1649 | loss: 0.0310389 | val_loss: 0.0312962 | Time: 5388.1 ms [2022-03-20 10:09:06 main:574] : INFO : Epoch 1650 | loss: 0.0310295 | val_loss: 0.0312759 | Time: 5375.48 ms [2022-03-20 10:09:11 main:574] : INFO : Epoch 1651 | loss: 0.0310357 | val_loss: 0.0312721 | Time: 5363.2 ms [2022-03-20 10:09:16 main:574] : INFO : Epoch 1652 | loss: 0.0310412 | val_loss: 0.0312723 | Time: 5409.31 ms [2022-03-20 10:09:22 main:574] : INFO : Epoch 1653 | loss: 0.0310336 | val_loss: 0.0312937 | Time: 5382.32 ms [2022-03-20 10:09:27 main:574] : INFO : Epoch 1654 | loss: 0.0310359 | val_loss: 0.0312988 | Time: 5411.01 ms [2022-03-20 10:09:33 main:574] : INFO : Epoch 1655 | loss: 0.0310397 | val_loss: 0.0312545 | Time: 5381.75 ms [2022-03-20 10:09:38 main:574] : INFO : Epoch 1656 | loss: 0.0310518 | val_loss: 0.0312499 | Time: 5398.8 ms [2022-03-20 10:09:43 main:574] : INFO : Epoch 1657 | loss: 0.031048 | val_loss: 0.0312679 | Time: 5371.37 ms [2022-03-20 10:09:49 main:574] : INFO : Epoch 1658 | loss: 0.0310411 | val_loss: 0.0312573 | Time: 5422.39 ms [2022-03-20 10:09:54 main:574] : INFO : Epoch 1659 | loss: 0.0310434 | val_loss: 0.0312604 | Time: 5314.9 ms [2022-03-20 10:10:00 main:574] : INFO : Epoch 1660 | loss: 0.0310431 | val_loss: 0.0312728 | Time: 5382.67 ms [2022-03-20 10:10:05 main:574] : INFO : Epoch 1661 | loss: 0.0310326 | val_loss: 0.031265 | Time: 5605.73 ms [2022-03-20 10:10:11 main:574] : INFO : Epoch 1662 | loss: 0.0310357 | val_loss: 0.03126 | Time: 5649.64 ms [2022-03-20 10:10:16 main:574] : INFO : Epoch 1663 | loss: 0.0310316 | val_loss: 0.0312761 | Time: 5410.84 ms [2022-03-20 10:10:22 main:574] : INFO : Epoch 1664 | loss: 0.0310252 | val_loss: 0.0312812 | Time: 5399.11 ms [2022-03-20 10:10:27 main:574] : INFO : Epoch 1665 | loss: 0.0310367 | val_loss: 0.0312625 | Time: 5386.47 ms [2022-03-20 10:10:32 main:574] : INFO : Epoch 1666 | loss: 0.03103 | val_loss: 0.031263 | Time: 5361.55 ms [2022-03-20 10:10:38 main:574] : INFO : Epoch 1667 | loss: 0.0310404 | val_loss: 0.0312654 | Time: 5348.13 ms [2022-03-20 10:10:43 main:574] : INFO : Epoch 1668 | loss: 0.031033 | val_loss: 0.0312738 | Time: 5339.76 ms [2022-03-20 10:10:48 main:574] : INFO : Epoch 1669 | loss: 0.0310402 | val_loss: 0.0312747 | Time: 5357.74 ms [2022-03-20 10:10:54 main:574] : INFO : Epoch 1670 | loss: 0.0310386 | val_loss: 0.0312613 | Time: 5445.8 ms [2022-03-20 10:10:59 main:574] : INFO : Epoch 1671 | loss: 0.031037 | val_loss: 0.0312925 | Time: 5408.28 ms [2022-03-20 10:11:05 main:574] : INFO : Epoch 1672 | loss: 0.0310388 | val_loss: 0.0312818 | Time: 5429.69 ms [2022-03-20 10:11:10 main:574] : INFO : Epoch 1673 | loss: 0.0310442 | val_loss: 0.031274 | Time: 5422.3 ms [2022-03-20 10:11:16 main:574] : INFO : Epoch 1674 | loss: 0.0310352 | val_loss: 0.0312722 | Time: 5381.94 ms [2022-03-20 10:11:21 main:574] : INFO : Epoch 1675 | loss: 0.0310327 | val_loss: 0.0312674 | Time: 5332.15 ms [2022-03-20 10:11:26 main:574] : INFO : Epoch 1676 | loss: 0.0310331 | val_loss: 0.0313045 | Time: 5377.39 ms [2022-03-20 10:11:32 main:574] : INFO : Epoch 1677 | loss: 0.031038 | val_loss: 0.0312756 | Time: 5391.83 ms [2022-03-20 10:11:37 main:574] : INFO : Epoch 1678 | loss: 0.0310369 | val_loss: 0.031287 | Time: 5374.46 ms [2022-03-20 10:11:43 main:574] : INFO : Epoch 1679 | loss: 0.0310359 | val_loss: 0.0312703 | Time: 5442.85 ms [2022-03-20 10:11:48 main:574] : INFO : Epoch 1680 | loss: 0.0310309 | val_loss: 0.0312658 | Time: 5448.24 ms [2022-03-20 10:11:54 main:574] : INFO : Epoch 1681 | loss: 0.0310369 | val_loss: 0.031279 | Time: 5686.52 ms [2022-03-20 10:11:59 main:574] : INFO : Epoch 1682 | loss: 0.0310347 | val_loss: 0.0312796 | Time: 5753 ms [2022-03-20 10:12:05 main:574] : INFO : Epoch 1683 | loss: 0.0310337 | val_loss: 0.0312596 | Time: 5403.28 ms [2022-03-20 10:12:10 main:574] : INFO : Epoch 1684 | loss: 0.0310395 | val_loss: 0.0312668 | Time: 5406.94 ms [2022-03-20 10:12:16 main:574] : INFO : Epoch 1685 | loss: 0.0310383 | val_loss: 0.0312712 | Time: 5437.56 ms [2022-03-20 10:12:21 main:574] : INFO : Epoch 1686 | loss: 0.03103 | val_loss: 0.0312662 | Time: 5452.48 ms [2022-03-20 10:12:27 main:574] : INFO : Epoch 1687 | loss: 0.0310312 | val_loss: 0.0312826 | Time: 5363.41 ms [2022-03-20 10:12:32 main:574] : INFO : Epoch 1688 | loss: 0.0310415 | val_loss: 0.031281 | Time: 5385.54 ms [2022-03-20 10:12:37 main:574] : INFO : Epoch 1689 | loss: 0.031037 | val_loss: 0.0312771 | Time: 5388.66 ms [2022-03-20 10:12:43 main:574] : INFO : Epoch 1690 | loss: 0.0310389 | val_loss: 0.0312748 | Time: 5365.1 ms [2022-03-20 10:12:48 main:574] : INFO : Epoch 1691 | loss: 0.0310307 | val_loss: 0.0312772 | Time: 5392.43 ms [2022-03-20 10:12:53 main:574] : INFO : Epoch 1692 | loss: 0.03103 | val_loss: 0.0313002 | Time: 5397.8 ms [2022-03-20 10:12:59 main:574] : INFO : Epoch 1693 | loss: 0.0310303 | val_loss: 0.031289 | Time: 5419.82 ms [2022-03-20 10:13:04 main:574] : INFO : Epoch 1694 | loss: 0.0310306 | val_loss: 0.031267 | Time: 5356 ms [2022-03-20 10:13:10 main:574] : INFO : Epoch 1695 | loss: 0.0310441 | val_loss: 0.0312411 | Time: 5354.15 ms [2022-03-20 10:13:15 main:574] : INFO : Epoch 1696 | loss: 0.0310666 | val_loss: 0.0312635 | Time: 5363.33 ms [2022-03-20 10:13:20 main:574] : INFO : Epoch 1697 | loss: 0.0310661 | val_loss: 0.0312495 | Time: 5355.19 ms [2022-03-20 10:13:26 main:574] : INFO : Epoch 1698 | loss: 0.0310507 | val_loss: 0.0312757 | Time: 5447.38 ms [2022-03-20 10:13:31 main:574] : INFO : Epoch 1699 | loss: 0.0310455 | val_loss: 0.0312714 | Time: 5366.69 ms [2022-03-20 10:13:37 main:574] : INFO : Epoch 1700 | loss: 0.0310444 | val_loss: 0.0312657 | Time: 5372.65 ms [2022-03-20 10:13:42 main:574] : INFO : Epoch 1701 | loss: 0.0310332 | val_loss: 0.0312819 | Time: 5363.26 ms [2022-03-20 10:13:47 main:574] : INFO : Epoch 1702 | loss: 0.0310365 | val_loss: 0.0312623 | Time: 5392.24 ms [2022-03-20 10:13:53 main:574] : INFO : Epoch 1703 | loss: 0.0310398 | val_loss: 0.0312447 | Time: 5402.03 ms [2022-03-20 10:13:58 main:574] : INFO : Epoch 1704 | loss: 0.0310391 | val_loss: 0.0312696 | Time: 5468.87 ms [2022-03-20 10:14:04 main:574] : INFO : Epoch 1705 | loss: 0.0310446 | val_loss: 0.031261 | Time: 5377.43 ms [2022-03-20 10:14:09 main:574] : INFO : Epoch 1706 | loss: 0.0310572 | val_loss: 0.031231 | Time: 5471.33 ms [2022-03-20 10:14:15 main:574] : INFO : Epoch 1707 | loss: 0.0310469 | val_loss: 0.0312667 | Time: 6055.84 ms [2022-03-20 10:14:20 main:574] : INFO : Epoch 1708 | loss: 0.0310377 | val_loss: 0.0312585 | Time: 5306.11 ms [2022-03-20 10:14:26 main:574] : INFO : Epoch 1709 | loss: 0.031035 | val_loss: 0.031259 | Time: 5418.72 ms [2022-03-20 10:14:31 main:574] : INFO : Epoch 1710 | loss: 0.0310409 | val_loss: 0.0312895 | Time: 5362.75 ms [2022-03-20 10:14:37 main:574] : INFO : Epoch 1711 | loss: 0.0310366 | val_loss: 0.0312764 | Time: 5368.29 ms [2022-03-20 10:14:42 main:574] : INFO : Epoch 1712 | loss: 0.0310289 | val_loss: 0.031265 | Time: 5204.53 ms [2022-03-20 10:14:48 main:574] : INFO : Epoch 1713 | loss: 0.0310309 | val_loss: 0.0312663 | Time: 6044.59 ms [2022-03-20 10:14:53 main:574] : INFO : Epoch 1714 | loss: 0.0310324 | val_loss: 0.0312816 | Time: 5526.41 ms [2022-03-20 10:14:59 main:574] : INFO : Epoch 1715 | loss: 0.0310311 | val_loss: 0.0312937 | Time: 5422.7 ms [2022-03-20 10:15:04 main:574] : INFO : Epoch 1716 | loss: 0.0310416 | val_loss: 0.031264 | Time: 5407.29 ms [2022-03-20 10:15:10 main:574] : INFO : Epoch 1717 | loss: 0.0310359 | val_loss: 0.0312423 | Time: 5332.79 ms [2022-03-20 10:15:15 main:574] : INFO : Epoch 1718 | loss: 0.0310385 | val_loss: 0.0312728 | Time: 5409.17 ms [2022-03-20 10:15:20 main:574] : INFO : Epoch 1719 | loss: 0.0310421 | val_loss: 0.0312517 | Time: 5385.34 ms [2022-03-20 10:15:26 main:574] : INFO : Epoch 1720 | loss: 0.0310329 | val_loss: 0.031275 | Time: 5383.63 ms [2022-03-20 10:15:31 main:574] : INFO : Epoch 1721 | loss: 0.0310239 | val_loss: 0.0312834 | Time: 5392.41 ms [2022-03-20 10:15:37 main:574] : INFO : Epoch 1722 | loss: 0.0310253 | val_loss: 0.0312835 | Time: 5381.86 ms [2022-03-20 10:15:42 main:574] : INFO : Epoch 1723 | loss: 0.0310269 | val_loss: 0.0312757 | Time: 5404.39 ms [2022-03-20 10:15:47 main:574] : INFO : Epoch 1724 | loss: 0.0310245 | val_loss: 0.0312863 | Time: 5343.36 ms [2022-03-20 10:15:53 main:574] : INFO : Epoch 1725 | loss: 0.0310303 | val_loss: 0.031274 | Time: 5374.93 ms [2022-03-20 10:15:58 main:574] : INFO : Epoch 1726 | loss: 0.0310356 | val_loss: 0.0312855 | Time: 5393.41 ms [2022-03-20 10:16:04 main:574] : INFO : Epoch 1727 | loss: 0.031031 | val_loss: 0.0312804 | Time: 5542.25 ms [2022-03-20 10:16:09 main:574] : INFO : Epoch 1728 | loss: 0.0310227 | val_loss: 0.0312566 | Time: 5396.26 ms [2022-03-20 10:16:14 main:574] : INFO : Epoch 1729 | loss: 0.0310295 | val_loss: 0.0312672 | Time: 5376.03 ms [2022-03-20 10:16:20 main:574] : INFO : Epoch 1730 | loss: 0.0310327 | val_loss: 0.031257 | Time: 5375.65 ms [2022-03-20 10:16:25 main:574] : INFO : Epoch 1731 | loss: 0.0310421 | val_loss: 0.0312839 | Time: 5363.75 ms [2022-03-20 10:16:31 main:574] : INFO : Epoch 1732 | loss: 0.031034 | val_loss: 0.0312847 | Time: 5412.11 ms [2022-03-20 10:16:36 main:574] : INFO : Epoch 1733 | loss: 0.0310334 | val_loss: 0.0312593 | Time: 5365.08 ms [2022-03-20 10:16:41 main:574] : INFO : Epoch 1734 | loss: 0.0310355 | val_loss: 0.0312685 | Time: 5388.46 ms [2022-03-20 10:16:47 main:574] : INFO : Epoch 1735 | loss: 0.0310321 | val_loss: 0.0312517 | Time: 5363.45 ms [2022-03-20 10:16:52 main:574] : INFO : Epoch 1736 | loss: 0.0310311 | val_loss: 0.0312783 | Time: 5360.42 ms [2022-03-20 10:16:58 main:574] : INFO : Epoch 1737 | loss: 0.0310334 | val_loss: 0.0312962 | Time: 5393.84 ms [2022-03-20 10:17:03 main:574] : INFO : Epoch 1738 | loss: 0.0310579 | val_loss: 0.0312452 | Time: 5393.21 ms [2022-03-20 10:17:08 main:574] : INFO : Epoch 1739 | loss: 0.0310499 | val_loss: 0.0312758 | Time: 5402.6 ms [2022-03-20 10:17:14 main:574] : INFO : Epoch 1740 | loss: 0.0310431 | val_loss: 0.0312617 | Time: 5406.16 ms [2022-03-20 10:17:19 main:574] : INFO : Epoch 1741 | loss: 0.0310473 | val_loss: 0.0312708 | Time: 5544 ms [2022-03-20 10:17:25 main:574] : INFO : Epoch 1742 | loss: 0.0310442 | val_loss: 0.031249 | Time: 5406.07 ms [2022-03-20 10:17:30 main:574] : INFO : Epoch 1743 | loss: 0.0310379 | val_loss: 0.0312653 | Time: 5561.75 ms [2022-03-20 10:17:36 main:574] : INFO : Epoch 1744 | loss: 0.0310377 | val_loss: 0.0312915 | Time: 5383.06 ms [2022-03-20 10:17:41 main:574] : INFO : Epoch 1745 | loss: 0.0310393 | val_loss: 0.0312706 | Time: 5394.55 ms [2022-03-20 10:17:47 main:574] : INFO : Epoch 1746 | loss: 0.0310301 | val_loss: 0.031258 | Time: 5407.78 ms [2022-03-20 10:17:52 main:574] : INFO : Epoch 1747 | loss: 0.0310289 | val_loss: 0.031273 | Time: 5387.7 ms [2022-03-20 10:17:57 main:574] : INFO : Epoch 1748 | loss: 0.0310303 | val_loss: 0.0312965 | Time: 5453.14 ms [2022-03-20 10:18:03 main:574] : INFO : Epoch 1749 | loss: 0.0310372 | val_loss: 0.0312635 | Time: 5391.66 ms [2022-03-20 10:18:08 main:574] : INFO : Epoch 1750 | loss: 0.0310411 | val_loss: 0.0312508 | Time: 5322.53 ms [2022-03-20 10:18:13 main:574] : INFO : Epoch 1751 | loss: 0.0310398 | val_loss: 0.0312819 | Time: 5343.47 ms [2022-03-20 10:18:19 main:574] : INFO : Epoch 1752 | loss: 0.0310339 | val_loss: 0.0312838 | Time: 5435.93 ms [2022-03-20 10:18:24 main:574] : INFO : Epoch 1753 | loss: 0.0310324 | val_loss: 0.0312978 | Time: 5445.63 ms [2022-03-20 10:18:30 main:574] : INFO : Epoch 1754 | loss: 0.03104 | val_loss: 0.0312832 | Time: 5421.22 ms [2022-03-20 10:18:35 main:574] : INFO : Epoch 1755 | loss: 0.0310376 | val_loss: 0.0312493 | Time: 5405.78 ms [2022-03-20 10:18:41 main:574] : INFO : Epoch 1756 | loss: 0.0310362 | val_loss: 0.0312843 | Time: 5407.16 ms [2022-03-20 10:18:46 main:574] : INFO : Epoch 1757 | loss: 0.0310311 | val_loss: 0.0312637 | Time: 5526.94 ms [2022-03-20 10:18:52 main:574] : INFO : Epoch 1758 | loss: 0.0310317 | val_loss: 0.0312633 | Time: 5434.82 ms [2022-03-20 10:18:57 main:574] : INFO : Epoch 1759 | loss: 0.0310307 | val_loss: 0.0312791 | Time: 5397.65 ms [2022-03-20 10:19:02 main:574] : INFO : Epoch 1760 | loss: 0.0310225 | val_loss: 0.0312784 | Time: 5364.05 ms [2022-03-20 10:19:08 main:574] : INFO : Epoch 1761 | loss: 0.0310327 | val_loss: 0.0312892 | Time: 5448.6 ms [2022-03-20 10:19:14 main:574] : INFO : Epoch 1762 | loss: 0.0310309 | val_loss: 0.0312883 | Time: 5708.12 ms [2022-03-20 10:19:19 main:574] : INFO : Epoch 1763 | loss: 0.0310295 | val_loss: 0.0312737 | Time: 5566.19 ms [2022-03-20 10:19:25 main:574] : INFO : Epoch 1764 | loss: 0.0310331 | val_loss: 0.031279 | Time: 5897.34 ms [2022-03-20 10:19:30 main:574] : INFO : Epoch 1765 | loss: 0.0310332 | val_loss: 0.0312689 | Time: 5410.36 ms [2022-03-20 10:19:36 main:574] : INFO : Epoch 1766 | loss: 0.031031 | val_loss: 0.0312623 | Time: 5447.5 ms [2022-03-20 10:19:41 main:574] : INFO : Epoch 1767 | loss: 0.0310325 | val_loss: 0.0312648 | Time: 5391.31 ms [2022-03-20 10:19:47 main:574] : INFO : Epoch 1768 | loss: 0.0310288 | val_loss: 0.0312846 | Time: 5371.81 ms [2022-03-20 10:19:52 main:574] : INFO : Epoch 1769 | loss: 0.031029 | val_loss: 0.0312815 | Time: 5435.01 ms [2022-03-20 10:19:57 main:574] : INFO : Epoch 1770 | loss: 0.0310396 | val_loss: 0.0312667 | Time: 5366.22 ms [2022-03-20 10:20:03 main:574] : INFO : Epoch 1771 | loss: 0.0310345 | val_loss: 0.031277 | Time: 5345.48 ms [2022-03-20 10:20:08 main:574] : INFO : Epoch 1772 | loss: 0.0310316 | val_loss: 0.0312909 | Time: 5340.86 ms [2022-03-20 10:20:14 main:574] : INFO : Epoch 1773 | loss: 0.0310467 | val_loss: 0.0312864 | Time: 5445.8 ms [2022-03-20 10:20:19 main:574] : INFO : Epoch 1774 | loss: 0.031043 | val_loss: 0.0312724 | Time: 5386.13 ms [2022-03-20 10:20:24 main:574] : INFO : Epoch 1775 | loss: 0.0310329 | val_loss: 0.0312777 | Time: 5393.82 ms [2022-03-20 10:20:30 main:574] : INFO : Epoch 1776 | loss: 0.0310364 | val_loss: 0.0312783 | Time: 5372.41 ms [2022-03-20 10:20:35 main:574] : INFO : Epoch 1777 | loss: 0.031031 | val_loss: 0.031273 | Time: 5328.54 ms [2022-03-20 10:20:41 main:574] : INFO : Epoch 1778 | loss: 0.0310356 | val_loss: 0.0312606 | Time: 5415.12 ms [2022-03-20 10:20:46 main:574] : INFO : Epoch 1779 | loss: 0.0310367 | val_loss: 0.031267 | Time: 5382.16 ms [2022-03-20 10:20:51 main:574] : INFO : Epoch 1780 | loss: 0.0310363 | val_loss: 0.0312838 | Time: 5413.2 ms [2022-03-20 10:20:57 main:574] : INFO : Epoch 1781 | loss: 0.031027 | val_loss: 0.0312831 | Time: 6037.29 ms [2022-03-20 10:21:03 main:574] : INFO : Epoch 1782 | loss: 0.0310319 | val_loss: 0.0312777 | Time: 5399.07 ms [2022-03-20 10:21:08 main:574] : INFO : Epoch 1783 | loss: 0.0310363 | val_loss: 0.0312565 | Time: 5457.46 ms [2022-03-20 10:21:14 main:574] : INFO : Epoch 1784 | loss: 0.0310411 | val_loss: 0.031277 | Time: 5405.86 ms [2022-03-20 10:21:19 main:574] : INFO : Epoch 1785 | loss: 0.0310371 | val_loss: 0.0312766 | Time: 5357.55 ms [2022-03-20 10:21:24 main:574] : INFO : Epoch 1786 | loss: 0.0310339 | val_loss: 0.0312826 | Time: 5368.66 ms [2022-03-20 10:21:30 main:574] : INFO : Epoch 1787 | loss: 0.0310344 | val_loss: 0.0312763 | Time: 5417.06 ms [2022-03-20 10:21:35 main:574] : INFO : Epoch 1788 | loss: 0.0310323 | val_loss: 0.0312714 | Time: 5463.36 ms [2022-03-20 10:21:41 main:574] : INFO : Epoch 1789 | loss: 0.0310653 | val_loss: 0.0312538 | Time: 5338.66 ms [2022-03-20 10:21:46 main:574] : INFO : Epoch 1790 | loss: 0.0310487 | val_loss: 0.0312625 | Time: 5383.06 ms [2022-03-20 10:21:51 main:574] : INFO : Epoch 1791 | loss: 0.0310339 | val_loss: 0.0312588 | Time: 5356.25 ms [2022-03-20 10:21:57 main:574] : INFO : Epoch 1792 | loss: 0.0310274 | val_loss: 0.0312822 | Time: 5360.46 ms [2022-03-20 10:22:02 main:574] : INFO : Epoch 1793 | loss: 0.0310248 | val_loss: 0.0312624 | Time: 5399.89 ms [2022-03-20 10:22:08 main:574] : INFO : Epoch 1794 | loss: 0.0310316 | val_loss: 0.0312838 | Time: 5379.73 ms [2022-03-20 10:22:13 main:574] : INFO : Epoch 1795 | loss: 0.0310417 | val_loss: 0.0312732 | Time: 5383.16 ms [2022-03-20 10:22:18 main:574] : INFO : Epoch 1796 | loss: 0.0310359 | val_loss: 0.0312753 | Time: 5386.14 ms [2022-03-20 10:22:24 main:574] : INFO : Epoch 1797 | loss: 0.0310356 | val_loss: 0.0312564 | Time: 5346.05 ms [2022-03-20 10:22:29 main:574] : INFO : Epoch 1798 | loss: 0.0310268 | val_loss: 0.0312763 | Time: 5339.23 ms [2022-03-20 10:22:35 main:574] : INFO : Epoch 1799 | loss: 0.0310258 | val_loss: 0.0312804 | Time: 5428.27 ms [2022-03-20 10:22:40 main:574] : INFO : Epoch 1800 | loss: 0.0310283 | val_loss: 0.0312863 | Time: 5435.83 ms [2022-03-20 10:22:45 main:574] : INFO : Epoch 1801 | loss: 0.0310283 | val_loss: 0.0312877 | Time: 5414.25 ms [2022-03-20 10:22:51 main:574] : INFO : Epoch 1802 | loss: 0.0310238 | val_loss: 0.031283 | Time: 5423.14 ms [2022-03-20 10:22:56 main:574] : INFO : Epoch 1803 | loss: 0.0310249 | val_loss: 0.0312707 | Time: 5441.07 ms [2022-03-20 10:23:02 main:574] : INFO : Epoch 1804 | loss: 0.031031 | val_loss: 0.0312819 | Time: 5416.4 ms [2022-03-20 10:23:07 main:574] : INFO : Epoch 1805 | loss: 0.0310274 | val_loss: 0.0312889 | Time: 5380.19 ms [2022-03-20 10:23:13 main:574] : INFO : Epoch 1806 | loss: 0.0310269 | val_loss: 0.0312886 | Time: 5800.51 ms [2022-03-20 10:23:19 main:574] : INFO : Epoch 1807 | loss: 0.0310256 | val_loss: 0.0312861 | Time: 5811.17 ms [2022-03-20 10:23:24 main:574] : INFO : Epoch 1808 | loss: 0.0310328 | val_loss: 0.0312579 | Time: 5742.72 ms [2022-03-20 10:23:30 main:574] : INFO : Epoch 1809 | loss: 0.0310318 | val_loss: 0.0312824 | Time: 5573.99 ms [2022-03-20 10:23:35 main:574] : INFO : Epoch 1810 | loss: 0.0310238 | val_loss: 0.0312941 | Time: 5399.78 ms [2022-03-20 10:23:41 main:574] : INFO : Epoch 1811 | loss: 0.0310328 | val_loss: 0.0312783 | Time: 5591.29 ms [2022-03-20 10:23:46 main:574] : INFO : Epoch 1812 | loss: 0.0310316 | val_loss: 0.0312885 | Time: 5377.98 ms [2022-03-20 10:23:52 main:574] : INFO : Epoch 1813 | loss: 0.0310277 | val_loss: 0.03127 | Time: 5511.61 ms [2022-03-20 10:23:57 main:574] : INFO : Epoch 1814 | loss: 0.031024 | val_loss: 0.0312939 | Time: 5311.94 ms [2022-03-20 10:24:03 main:574] : INFO : Epoch 1815 | loss: 0.0310219 | val_loss: 0.0312722 | Time: 5334.17 ms [2022-03-20 10:24:08 main:574] : INFO : Epoch 1816 | loss: 0.0310284 | val_loss: 0.0312772 | Time: 5423.1 ms [2022-03-20 10:24:13 main:574] : INFO : Epoch 1817 | loss: 0.0310339 | val_loss: 0.0313016 | Time: 5405.89 ms [2022-03-20 10:24:19 main:574] : INFO : Epoch 1818 | loss: 0.0310369 | val_loss: 0.0312697 | Time: 5414.81 ms [2022-03-20 10:24:24 main:574] : INFO : Epoch 1819 | loss: 0.0310296 | val_loss: 0.031299 | Time: 5444.73 ms [2022-03-20 10:24:30 main:574] : INFO : Epoch 1820 | loss: 0.0310285 | val_loss: 0.0312536 | Time: 5404.56 ms [2022-03-20 10:24:35 main:574] : INFO : Epoch 1821 | loss: 0.0310299 | val_loss: 0.0312865 | Time: 5362.94 ms [2022-03-20 10:24:40 main:574] : INFO : Epoch 1822 | loss: 0.0310172 | val_loss: 0.0312766 | Time: 5341.8 ms [2022-03-20 10:24:46 main:574] : INFO : Epoch 1823 | loss: 0.0310282 | val_loss: 0.0312695 | Time: 5309.02 ms [2022-03-20 10:24:51 main:574] : INFO : Epoch 1824 | loss: 0.0310345 | val_loss: 0.031272 | Time: 5367.83 ms [2022-03-20 10:24:57 main:574] : INFO : Epoch 1825 | loss: 0.0310324 | val_loss: 0.0312853 | Time: 5348.76 ms [2022-03-20 10:25:02 main:574] : INFO : Epoch 1826 | loss: 0.0310285 | val_loss: 0.031277 | Time: 5430.55 ms [2022-03-20 10:25:07 main:574] : INFO : Epoch 1827 | loss: 0.0310311 | val_loss: 0.0312775 | Time: 5298.55 ms [2022-03-20 10:25:13 main:574] : INFO : Epoch 1828 | loss: 0.0310321 | val_loss: 0.0312631 | Time: 5301.57 ms [2022-03-20 10:25:18 main:574] : INFO : Epoch 1829 | loss: 0.0310237 | val_loss: 0.0312878 | Time: 5340.77 ms [2022-03-20 10:25:23 main:574] : INFO : Epoch 1830 | loss: 0.0310389 | val_loss: 0.0312557 | Time: 5386.01 ms [2022-03-20 10:25:29 main:574] : INFO : Epoch 1831 | loss: 0.0310363 | val_loss: 0.0312784 | Time: 5404.81 ms [2022-03-20 10:25:34 main:574] : INFO : Epoch 1832 | loss: 0.0310381 | val_loss: 0.0312586 | Time: 5383.24 ms [2022-03-20 10:25:39 main:574] : INFO : Epoch 1833 | loss: 0.03104 | val_loss: 0.0312687 | Time: 5336.52 ms [2022-03-20 10:25:45 main:574] : INFO : Epoch 1834 | loss: 0.0310361 | val_loss: 0.0312778 | Time: 5425.63 ms [2022-03-20 10:25:50 main:574] : INFO : Epoch 1835 | loss: 0.0310404 | val_loss: 0.0312845 | Time: 5365.48 ms [2022-03-20 10:25:56 main:574] : INFO : Epoch 1836 | loss: 0.0310304 | val_loss: 0.0312807 | Time: 5324.25 ms [2022-03-20 10:26:01 main:574] : INFO : Epoch 1837 | loss: 0.0310268 | val_loss: 0.0312867 | Time: 5350.4 ms [2022-03-20 10:26:06 main:574] : INFO : Epoch 1838 | loss: 0.0310303 | val_loss: 0.0312812 | Time: 5402.46 ms [2022-03-20 10:26:12 main:574] : INFO : Epoch 1839 | loss: 0.0310309 | val_loss: 0.0313076 | Time: 5392.96 ms [2022-03-20 10:26:17 main:574] : INFO : Epoch 1840 | loss: 0.0310396 | val_loss: 0.031285 | Time: 5388.84 ms [2022-03-20 10:26:23 main:574] : INFO : Epoch 1841 | loss: 0.0310303 | val_loss: 0.0312774 | Time: 5365.7 ms [2022-03-20 10:26:28 main:574] : INFO : Epoch 1842 | loss: 0.0310348 | val_loss: 0.0312664 | Time: 5884.29 ms [2022-03-20 10:26:34 main:574] : INFO : Epoch 1843 | loss: 0.0310312 | val_loss: 0.0312538 | Time: 5374.79 ms [2022-03-20 10:26:39 main:574] : INFO : Epoch 1844 | loss: 0.031032 | val_loss: 0.0312708 | Time: 5307.93 ms [2022-03-20 10:26:45 main:574] : INFO : Epoch 1845 | loss: 0.0310383 | val_loss: 0.0312688 | Time: 5375.31 ms [2022-03-20 10:26:50 main:574] : INFO : Epoch 1846 | loss: 0.0310351 | val_loss: 0.0312675 | Time: 5351.29 ms [2022-03-20 10:26:55 main:574] : INFO : Epoch 1847 | loss: 0.0310311 | val_loss: 0.0312672 | Time: 5399.68 ms [2022-03-20 10:27:01 main:574] : INFO : Epoch 1848 | loss: 0.0310336 | val_loss: 0.0312816 | Time: 5423.77 ms [2022-03-20 10:27:06 main:574] : INFO : Epoch 1849 | loss: 0.0310297 | val_loss: 0.0312688 | Time: 5437.04 ms [2022-03-20 10:27:12 main:574] : INFO : Epoch 1850 | loss: 0.0310276 | val_loss: 0.0312753 | Time: 5407.21 ms [2022-03-20 10:27:17 main:574] : INFO : Epoch 1851 | loss: 0.0310283 | val_loss: 0.0312965 | Time: 5411.56 ms [2022-03-20 10:27:22 main:574] : INFO : Epoch 1852 | loss: 0.0310297 | val_loss: 0.0313021 | Time: 5424.73 ms [2022-03-20 10:27:28 main:574] : INFO : Epoch 1853 | loss: 0.0310238 | val_loss: 0.0312712 | Time: 5474.99 ms [2022-03-20 10:27:33 main:574] : INFO : Epoch 1854 | loss: 0.031025 | val_loss: 0.0312596 | Time: 5480.24 ms [2022-03-20 10:27:39 main:574] : INFO : Epoch 1855 | loss: 0.0310292 | val_loss: 0.0312766 | Time: 5368.85 ms [2022-03-20 10:27:44 main:574] : INFO : Epoch 1856 | loss: 0.0310331 | val_loss: 0.0312685 | Time: 5364.44 ms [2022-03-20 10:27:50 main:574] : INFO : Epoch 1857 | loss: 0.0310282 | val_loss: 0.0312868 | Time: 5388.58 ms [2022-03-20 10:27:55 main:574] : INFO : Epoch 1858 | loss: 0.0310298 | val_loss: 0.0312662 | Time: 5373.84 ms [2022-03-20 10:28:00 main:574] : INFO : Epoch 1859 | loss: 0.0310306 | val_loss: 0.031282 | Time: 5538.13 ms [2022-03-20 10:28:06 main:574] : INFO : Epoch 1860 | loss: 0.0310314 | val_loss: 0.0312906 | Time: 5499.71 ms [2022-03-20 10:28:11 main:574] : INFO : Epoch 1861 | loss: 0.0310351 | val_loss: 0.0312695 | Time: 5447.19 ms [2022-03-20 10:28:17 main:574] : INFO : Epoch 1862 | loss: 0.0310376 | val_loss: 0.0312909 | Time: 5386.71 ms [2022-03-20 10:28:22 main:574] : INFO : Epoch 1863 | loss: 0.0310314 | val_loss: 0.0312759 | Time: 5456.19 ms [2022-03-20 10:28:28 main:574] : INFO : Epoch 1864 | loss: 0.0310305 | val_loss: 0.0312732 | Time: 5431.18 ms [2022-03-20 10:28:33 main:574] : INFO : Epoch 1865 | loss: 0.0310273 | val_loss: 0.0312745 | Time: 5399.68 ms [2022-03-20 10:28:38 main:574] : INFO : Epoch 1866 | loss: 0.0310269 | val_loss: 0.0312767 | Time: 5384.8 ms [2022-03-20 10:28:44 main:574] : INFO : Epoch 1867 | loss: 0.0310296 | val_loss: 0.0312725 | Time: 5379.57 ms [2022-03-20 10:28:49 main:574] : INFO : Epoch 1868 | loss: 0.0310276 | val_loss: 0.0312844 | Time: 5354.43 ms [2022-03-20 10:28:55 main:574] : INFO : Epoch 1869 | loss: 0.0310339 | val_loss: 0.0312929 | Time: 5396.64 ms [2022-03-20 10:29:00 main:574] : INFO : Epoch 1870 | loss: 0.0310277 | val_loss: 0.0312898 | Time: 5345.8 ms [2022-03-20 10:29:05 main:574] : INFO : Epoch 1871 | loss: 0.0310278 | val_loss: 0.0312741 | Time: 5397.19 ms [2022-03-20 10:29:11 main:574] : INFO : Epoch 1872 | loss: 0.0310299 | val_loss: 0.031298 | Time: 5386.81 ms [2022-03-20 10:29:16 main:574] : INFO : Epoch 1873 | loss: 0.0310282 | val_loss: 0.0312818 | Time: 5380.35 ms [2022-03-20 10:29:22 main:574] : INFO : Epoch 1874 | loss: 0.0310293 | val_loss: 0.0312569 | Time: 5381.16 ms [2022-03-20 10:29:27 main:574] : INFO : Epoch 1875 | loss: 0.0310333 | val_loss: 0.0312659 | Time: 5552.7 ms [2022-03-20 10:29:33 main:574] : INFO : Epoch 1876 | loss: 0.0310261 | val_loss: 0.0312847 | Time: 5551.53 ms [2022-03-20 10:29:38 main:574] : INFO : Epoch 1877 | loss: 0.0310195 | val_loss: 0.0313007 | Time: 5344.19 ms [2022-03-20 10:29:43 main:574] : INFO : Epoch 1878 | loss: 0.0310228 | val_loss: 0.0312788 | Time: 5374.39 ms [2022-03-20 10:29:49 main:574] : INFO : Epoch 1879 | loss: 0.0310311 | val_loss: 0.0312917 | Time: 5419.55 ms [2022-03-20 10:29:54 main:574] : INFO : Epoch 1880 | loss: 0.0310275 | val_loss: 0.0312783 | Time: 5335.62 ms [2022-03-20 10:30:00 main:574] : INFO : Epoch 1881 | loss: 0.0310217 | val_loss: 0.031284 | Time: 5365.1 ms [2022-03-20 10:30:05 main:574] : INFO : Epoch 1882 | loss: 0.0310201 | val_loss: 0.0312974 | Time: 5460.92 ms [2022-03-20 10:30:10 main:574] : INFO : Epoch 1883 | loss: 0.0310217 | val_loss: 0.0312894 | Time: 5361.43 ms [2022-03-20 10:30:16 main:574] : INFO : Epoch 1884 | loss: 0.0310326 | val_loss: 0.0312651 | Time: 5374.68 ms [2022-03-20 10:30:21 main:574] : INFO : Epoch 1885 | loss: 0.031053 | val_loss: 0.0312637 | Time: 5375.06 ms [2022-03-20 10:30:27 main:574] : INFO : Epoch 1886 | loss: 0.0310457 | val_loss: 0.0312707 | Time: 5394.28 ms [2022-03-20 10:30:32 main:574] : INFO : Epoch 1887 | loss: 0.0310297 | val_loss: 0.0313048 | Time: 5419.35 ms [2022-03-20 10:30:37 main:574] : INFO : Epoch 1888 | loss: 0.0310331 | val_loss: 0.0312729 | Time: 5354.16 ms [2022-03-20 10:30:43 main:574] : INFO : Epoch 1889 | loss: 0.0310322 | val_loss: 0.0312636 | Time: 5350.97 ms [2022-03-20 10:30:48 main:574] : INFO : Epoch 1890 | loss: 0.0310388 | val_loss: 0.0312603 | Time: 5406.18 ms [2022-03-20 10:30:54 main:574] : INFO : Epoch 1891 | loss: 0.031028 | val_loss: 0.0312948 | Time: 5408.64 ms [2022-03-20 10:30:59 main:574] : INFO : Epoch 1892 | loss: 0.0310258 | val_loss: 0.0312946 | Time: 5426.28 ms [2022-03-20 10:31:04 main:574] : INFO : Epoch 1893 | loss: 0.0310266 | val_loss: 0.0312633 | Time: 5453.74 ms [2022-03-20 10:31:10 main:574] : INFO : Epoch 1894 | loss: 0.0310289 | val_loss: 0.0312782 | Time: 5467.21 ms [2022-03-20 10:31:15 main:574] : INFO : Epoch 1895 | loss: 0.0310233 | val_loss: 0.0312792 | Time: 5408.98 ms [2022-03-20 10:31:21 main:574] : INFO : Epoch 1896 | loss: 0.031027 | val_loss: 0.0312992 | Time: 5403.16 ms [2022-03-20 10:31:26 main:574] : INFO : Epoch 1897 | loss: 0.0310296 | val_loss: 0.0312897 | Time: 5392.3 ms [2022-03-20 10:31:32 main:574] : INFO : Epoch 1898 | loss: 0.0310308 | val_loss: 0.0312667 | Time: 5354.89 ms [2022-03-20 10:31:37 main:574] : INFO : Epoch 1899 | loss: 0.0310306 | val_loss: 0.0312851 | Time: 5358.17 ms [2022-03-20 10:31:42 main:574] : INFO : Epoch 1900 | loss: 0.0310294 | val_loss: 0.031281 | Time: 5424.57 ms [2022-03-20 10:31:48 main:574] : INFO : Epoch 1901 | loss: 0.0310285 | val_loss: 0.0312897 | Time: 5448.5 ms [2022-03-20 10:31:53 main:574] : INFO : Epoch 1902 | loss: 0.031038 | val_loss: 0.0312693 | Time: 5452.46 ms [2022-03-20 10:31:59 main:574] : INFO : Epoch 1903 | loss: 0.0310375 | val_loss: 0.0312712 | Time: 5363.65 ms [2022-03-20 10:32:04 main:574] : INFO : Epoch 1904 | loss: 0.031039 | val_loss: 0.0312692 | Time: 5232.43 ms [2022-03-20 10:32:10 main:574] : INFO : Epoch 1905 | loss: 0.0310332 | val_loss: 0.0312849 | Time: 5708.91 ms [2022-03-20 10:32:15 main:574] : INFO : Epoch 1906 | loss: 0.0310293 | val_loss: 0.0312884 | Time: 5358.85 ms [2022-03-20 10:32:20 main:574] : INFO : Epoch 1907 | loss: 0.0310302 | val_loss: 0.0312825 | Time: 5399.22 ms [2022-03-20 10:32:26 main:574] : INFO : Epoch 1908 | loss: 0.031025 | val_loss: 0.031292 | Time: 5321.2 ms [2022-03-20 10:32:31 main:574] : INFO : Epoch 1909 | loss: 0.031022 | val_loss: 0.0312936 | Time: 5397.76 ms [2022-03-20 10:32:36 main:574] : INFO : Epoch 1910 | loss: 0.0310225 | val_loss: 0.0312819 | Time: 5386.61 ms [2022-03-20 10:32:42 main:574] : INFO : Epoch 1911 | loss: 0.0310313 | val_loss: 0.0312761 | Time: 5422.93 ms [2022-03-20 10:32:47 main:574] : INFO : Epoch 1912 | loss: 0.0310234 | val_loss: 0.0312739 | Time: 5374.98 ms [2022-03-20 10:32:53 main:574] : INFO : Epoch 1913 | loss: 0.0310208 | val_loss: 0.0312663 | Time: 5445.31 ms [2022-03-20 10:32:58 main:574] : INFO : Epoch 1914 | loss: 0.0310256 | val_loss: 0.0312828 | Time: 5432.8 ms [2022-03-20 10:33:03 main:574] : INFO : Epoch 1915 | loss: 0.0310252 | val_loss: 0.0312658 | Time: 5355.77 ms [2022-03-20 10:33:09 main:574] : INFO : Epoch 1916 | loss: 0.0310254 | val_loss: 0.0312577 | Time: 5397.05 ms [2022-03-20 10:33:14 main:574] : INFO : Epoch 1917 | loss: 0.0310228 | val_loss: 0.0312891 | Time: 5431.45 ms [2022-03-20 10:33:20 main:574] : INFO : Epoch 1918 | loss: 0.0310279 | val_loss: 0.0313215 | Time: 5415.98 ms [2022-03-20 10:33:25 main:574] : INFO : Epoch 1919 | loss: 0.0310206 | val_loss: 0.0312654 | Time: 5390.42 ms [2022-03-20 10:33:31 main:574] : INFO : Epoch 1920 | loss: 0.031025 | val_loss: 0.0312835 | Time: 5494.5 ms [2022-03-20 10:33:36 main:574] : INFO : Epoch 1921 | loss: 0.0310269 | val_loss: 0.0313054 | Time: 5510.36 ms [2022-03-20 10:33:42 main:574] : INFO : Epoch 1922 | loss: 0.0310295 | val_loss: 0.0312826 | Time: 5338.77 ms [2022-03-20 10:33:47 main:574] : INFO : Epoch 1923 | loss: 0.0310249 | val_loss: 0.0312709 | Time: 5397.89 ms [2022-03-20 10:33:52 main:574] : INFO : Epoch 1924 | loss: 0.031038 | val_loss: 0.0312813 | Time: 5445.24 ms [2022-03-20 10:33:58 main:574] : INFO : Epoch 1925 | loss: 0.0310339 | val_loss: 0.0312748 | Time: 5514.23 ms [2022-03-20 10:34:03 main:574] : INFO : Epoch 1926 | loss: 0.0310277 | val_loss: 0.0312964 | Time: 5367.17 ms [2022-03-20 10:34:09 main:574] : INFO : Epoch 1927 | loss: 0.0310282 | val_loss: 0.0312916 | Time: 5408.56 ms [2022-03-20 10:34:14 main:574] : INFO : Epoch 1928 | loss: 0.0310291 | val_loss: 0.0313103 | Time: 5389.87 ms [2022-03-20 10:34:19 main:574] : INFO : Epoch 1929 | loss: 0.0310283 | val_loss: 0.0312717 | Time: 5361.75 ms [2022-03-20 10:34:25 main:574] : INFO : Epoch 1930 | loss: 0.0310308 | val_loss: 0.0312914 | Time: 5368.22 ms [2022-03-20 10:34:30 main:574] : INFO : Epoch 1931 | loss: 0.0310326 | val_loss: 0.031284 | Time: 5434.84 ms [2022-03-20 10:34:36 main:574] : INFO : Epoch 1932 | loss: 0.0310361 | val_loss: 0.0312817 | Time: 5424.23 ms [2022-03-20 10:34:41 main:574] : INFO : Epoch 1933 | loss: 0.0310356 | val_loss: 0.0312701 | Time: 5386.07 ms [2022-03-20 10:34:47 main:574] : INFO : Epoch 1934 | loss: 0.0310313 | val_loss: 0.0312813 | Time: 5404.37 ms [2022-03-20 10:34:52 main:574] : INFO : Epoch 1935 | loss: 0.0310269 | val_loss: 0.031279 | Time: 5401.66 ms [2022-03-20 10:34:57 main:574] : INFO : Epoch 1936 | loss: 0.0310321 | val_loss: 0.0312711 | Time: 5426.42 ms [2022-03-20 10:35:03 main:574] : INFO : Epoch 1937 | loss: 0.031028 | val_loss: 0.0312746 | Time: 5382.54 ms [2022-03-20 10:35:08 main:574] : INFO : Epoch 1938 | loss: 0.031026 | val_loss: 0.0312664 | Time: 5597.69 ms [2022-03-20 10:35:14 main:574] : INFO : Epoch 1939 | loss: 0.0310292 | val_loss: 0.0312644 | Time: 5623.28 ms [2022-03-20 10:35:20 main:574] : INFO : Epoch 1940 | loss: 0.0310294 | val_loss: 0.0312725 | Time: 5984.99 ms [2022-03-20 10:35:25 main:574] : INFO : Epoch 1941 | loss: 0.0310239 | val_loss: 0.0312901 | Time: 5434.21 ms [2022-03-20 10:35:31 main:574] : INFO : Epoch 1942 | loss: 0.0310246 | val_loss: 0.03128 | Time: 5473.55 ms [2022-03-20 10:35:36 main:574] : INFO : Epoch 1943 | loss: 0.0310292 | val_loss: 0.0312959 | Time: 5475.56 ms [2022-03-20 10:35:42 main:574] : INFO : Epoch 1944 | loss: 0.0310338 | val_loss: 0.0312532 | Time: 5419.21 ms [2022-03-20 10:35:47 main:574] : INFO : Epoch 1945 | loss: 0.0310348 | val_loss: 0.0312845 | Time: 5433.59 ms [2022-03-20 10:35:53 main:574] : INFO : Epoch 1946 | loss: 0.0310289 | val_loss: 0.0312668 | Time: 5450.5 ms [2022-03-20 10:35:58 main:574] : INFO : Epoch 1947 | loss: 0.0310333 | val_loss: 0.0313053 | Time: 5389.03 ms [2022-03-20 10:36:04 main:574] : INFO : Epoch 1948 | loss: 0.0310299 | val_loss: 0.031264 | Time: 5443.22 ms [2022-03-20 10:36:09 main:574] : INFO : Epoch 1949 | loss: 0.0310418 | val_loss: 0.0312949 | Time: 5442.95 ms [2022-03-20 10:36:14 main:574] : INFO : Epoch 1950 | loss: 0.0310449 | val_loss: 0.0312701 | Time: 5376.28 ms [2022-03-20 10:36:20 main:574] : INFO : Epoch 1951 | loss: 0.0310289 | val_loss: 0.0312737 | Time: 5597.9 ms [2022-03-20 10:36:25 main:574] : INFO : Epoch 1952 | loss: 0.0310301 | val_loss: 0.0312945 | Time: 5352.64 ms [2022-03-20 10:36:31 main:574] : INFO : Epoch 1953 | loss: 0.0310299 | val_loss: 0.0312587 | Time: 5456.66 ms [2022-03-20 10:36:36 main:574] : INFO : Epoch 1954 | loss: 0.0310224 | val_loss: 0.0312889 | Time: 5380.42 ms [2022-03-20 10:36:42 main:574] : INFO : Epoch 1955 | loss: 0.0310193 | val_loss: 0.0312856 | Time: 5370.97 ms [2022-03-20 10:36:47 main:574] : INFO : Epoch 1956 | loss: 0.0310148 | val_loss: 0.0312896 | Time: 5362.03 ms [2022-03-20 10:36:52 main:574] : INFO : Epoch 1957 | loss: 0.0310223 | val_loss: 0.0312916 | Time: 5405.77 ms [2022-03-20 10:36:58 main:574] : INFO : Epoch 1958 | loss: 0.0310209 | val_loss: 0.0312803 | Time: 5399.13 ms [2022-03-20 10:37:03 main:574] : INFO : Epoch 1959 | loss: 0.0310212 | val_loss: 0.031278 | Time: 5412.73 ms [2022-03-20 10:37:09 main:574] : INFO : Epoch 1960 | loss: 0.0310255 | val_loss: 0.0312782 | Time: 5403.43 ms [2022-03-20 10:37:14 main:574] : INFO : Epoch 1961 | loss: 0.0310213 | val_loss: 0.0312946 | Time: 5399.98 ms [2022-03-20 10:37:20 main:574] : INFO : Epoch 1962 | loss: 0.0310217 | val_loss: 0.0312673 | Time: 5589.21 ms [2022-03-20 10:37:25 main:574] : INFO : Epoch 1963 | loss: 0.0310261 | val_loss: 0.0312607 | Time: 5525.85 ms [2022-03-20 10:37:31 main:574] : INFO : Epoch 1964 | loss: 0.0310215 | val_loss: 0.0312789 | Time: 5418.52 ms [2022-03-20 10:37:36 main:574] : INFO : Epoch 1965 | loss: 0.0310305 | val_loss: 0.0312749 | Time: 5595.02 ms [2022-03-20 10:37:42 main:574] : INFO : Epoch 1966 | loss: 0.0310394 | val_loss: 0.0312575 | Time: 5433.77 ms [2022-03-20 10:37:47 main:574] : INFO : Epoch 1967 | loss: 0.0310355 | val_loss: 0.0312803 | Time: 5437.98 ms [2022-03-20 10:37:53 main:574] : INFO : Epoch 1968 | loss: 0.0310291 | val_loss: 0.0312908 | Time: 5641.53 ms [2022-03-20 10:37:58 main:574] : INFO : Epoch 1969 | loss: 0.0310328 | val_loss: 0.0312593 | Time: 5442.11 ms [2022-03-20 10:38:04 main:574] : INFO : Epoch 1970 | loss: 0.0310312 | val_loss: 0.0312692 | Time: 5386.38 ms [2022-03-20 10:38:09 main:574] : INFO : Epoch 1971 | loss: 0.0310283 | val_loss: 0.0312744 | Time: 5428.06 ms [2022-03-20 10:38:14 main:574] : INFO : Epoch 1972 | loss: 0.0310229 | val_loss: 0.0312899 | Time: 5550.29 ms [2022-03-20 10:38:20 main:574] : INFO : Epoch 1973 | loss: 0.031026 | val_loss: 0.0312916 | Time: 5430.59 ms [2022-03-20 10:38:25 main:574] : INFO : Epoch 1974 | loss: 0.0310379 | val_loss: 0.0312911 | Time: 5379.52 ms [2022-03-20 10:38:31 main:574] : INFO : Epoch 1975 | loss: 0.0310297 | val_loss: 0.0312825 | Time: 5364.71 ms [2022-03-20 10:38:36 main:574] : INFO : Epoch 1976 | loss: 0.0310249 | val_loss: 0.0312887 | Time: 5410.34 ms [2022-03-20 10:38:42 main:574] : INFO : Epoch 1977 | loss: 0.031026 | val_loss: 0.0312709 | Time: 5419.72 ms [2022-03-20 10:38:47 main:574] : INFO : Epoch 1978 | loss: 0.0310205 | val_loss: 0.0312778 | Time: 5398.74 ms [2022-03-20 10:38:52 main:574] : INFO : Epoch 1979 | loss: 0.0310173 | val_loss: 0.031275 | Time: 5376.52 ms [2022-03-20 10:38:58 main:574] : INFO : Epoch 1980 | loss: 0.0310228 | val_loss: 0.0312734 | Time: 5368.2 ms [2022-03-20 10:39:03 main:574] : INFO : Epoch 1981 | loss: 0.0310223 | val_loss: 0.0312776 | Time: 5365.5 ms [2022-03-20 10:39:08 main:574] : INFO : Epoch 1982 | loss: 0.0310267 | val_loss: 0.0312761 | Time: 5356.14 ms [2022-03-20 10:39:14 main:574] : INFO : Epoch 1983 | loss: 0.0310221 | val_loss: 0.0312892 | Time: 5403.02 ms [2022-03-20 10:39:19 main:574] : INFO : Epoch 1984 | loss: 0.0310256 | val_loss: 0.0312696 | Time: 5357.89 ms [2022-03-20 10:39:25 main:574] : INFO : Epoch 1985 | loss: 0.0310406 | val_loss: 0.0312629 | Time: 5379.75 ms [2022-03-20 10:39:30 main:574] : INFO : Epoch 1986 | loss: 0.0310412 | val_loss: 0.0312575 | Time: 5382 ms [2022-03-20 10:39:36 main:574] : INFO : Epoch 1987 | loss: 0.0310376 | val_loss: 0.0312736 | Time: 5597.98 ms [2022-03-20 10:39:42 main:574] : INFO : Epoch 1988 | loss: 0.0310262 | val_loss: 0.0312597 | Time: 5970.03 ms [2022-03-20 10:39:47 main:574] : INFO : Epoch 1989 | loss: 0.0310281 | val_loss: 0.0312763 | Time: 5357.42 ms [2022-03-20 10:39:52 main:574] : INFO : Epoch 1990 | loss: 0.0310466 | val_loss: 0.0312887 | Time: 5396.07 ms [2022-03-20 10:39:58 main:574] : INFO : Epoch 1991 | loss: 0.0310376 | val_loss: 0.0312623 | Time: 5384.76 ms [2022-03-20 10:40:03 main:574] : INFO : Epoch 1992 | loss: 0.031034 | val_loss: 0.0312841 | Time: 5360.91 ms [2022-03-20 10:40:08 main:574] : INFO : Epoch 1993 | loss: 0.0310436 | val_loss: 0.03125 | Time: 5366.44 ms [2022-03-20 10:40:14 main:574] : INFO : Epoch 1994 | loss: 0.0310464 | val_loss: 0.0312887 | Time: 5378.35 ms [2022-03-20 10:40:19 main:574] : INFO : Epoch 1995 | loss: 0.0310413 | val_loss: 0.0312757 | Time: 5403.62 ms [2022-03-20 10:40:25 main:574] : INFO : Epoch 1996 | loss: 0.031031 | val_loss: 0.0312778 | Time: 5367.64 ms [2022-03-20 10:40:30 main:574] : INFO : Epoch 1997 | loss: 0.0310297 | val_loss: 0.0312909 | Time: 5393.86 ms [2022-03-20 10:40:35 main:574] : INFO : Epoch 1998 | loss: 0.031025 | val_loss: 0.0312653 | Time: 5396.26 ms [2022-03-20 10:40:41 main:574] : INFO : Epoch 1999 | loss: 0.0310247 | val_loss: 0.0312802 | Time: 5287.35 ms [2022-03-20 10:40:46 main:574] : INFO : Epoch 2000 | loss: 0.0310228 | val_loss: 0.0312776 | Time: 5489.76 ms [2022-03-20 10:40:52 main:574] : INFO : Epoch 2001 | loss: 0.0310319 | val_loss: 0.0312665 | Time: 5858.03 ms [2022-03-20 10:40:58 main:574] : INFO : Epoch 2002 | loss: 0.031031 | val_loss: 0.031288 | Time: 5395.77 ms [2022-03-20 10:41:03 main:574] : INFO : Epoch 2003 | loss: 0.0310252 | val_loss: 0.0312808 | Time: 5401.38 ms [2022-03-20 10:41:08 main:574] : INFO : Epoch 2004 | loss: 0.0310247 | val_loss: 0.0312648 | Time: 5392.55 ms [2022-03-20 10:41:14 main:574] : INFO : Epoch 2005 | loss: 0.0310255 | val_loss: 0.0312686 | Time: 5408.22 ms [2022-03-20 10:41:19 main:574] : INFO : Epoch 2006 | loss: 0.031027 | val_loss: 0.0312823 | Time: 5592.41 ms [2022-03-20 10:41:25 main:574] : INFO : Epoch 2007 | loss: 0.0310216 | val_loss: 0.0312885 | Time: 5409.49 ms [2022-03-20 10:41:30 main:574] : INFO : Epoch 2008 | loss: 0.0310206 | val_loss: 0.0312842 | Time: 5357.68 ms [2022-03-20 10:41:36 main:574] : INFO : Epoch 2009 | loss: 0.0310253 | val_loss: 0.0312692 | Time: 5383.89 ms [2022-03-20 10:41:41 main:574] : INFO : Epoch 2010 | loss: 0.0310304 | val_loss: 0.0312779 | Time: 5375.3 ms [2022-03-20 10:41:46 main:574] : INFO : Epoch 2011 | loss: 0.0310422 | val_loss: 0.0312868 | Time: 5359.83 ms [2022-03-20 10:41:52 main:574] : INFO : Epoch 2012 | loss: 0.0310268 | val_loss: 0.031272 | Time: 5390.19 ms [2022-03-20 10:41:57 main:574] : INFO : Epoch 2013 | loss: 0.0310248 | val_loss: 0.0312921 | Time: 5395 ms [2022-03-20 10:42:02 main:574] : INFO : Epoch 2014 | loss: 0.031025 | val_loss: 0.0312894 | Time: 5406.42 ms [2022-03-20 10:42:08 main:574] : INFO : Epoch 2015 | loss: 0.0310233 | val_loss: 0.031274 | Time: 5451.14 ms [2022-03-20 10:42:13 main:574] : INFO : Epoch 2016 | loss: 0.0310281 | val_loss: 0.0312898 | Time: 5383.24 ms [2022-03-20 10:42:19 main:574] : INFO : Epoch 2017 | loss: 0.0310262 | val_loss: 0.0312896 | Time: 5400.81 ms [2022-03-20 10:42:24 main:574] : INFO : Epoch 2018 | loss: 0.0310277 | val_loss: 0.0312709 | Time: 5404.29 ms [2022-03-20 10:42:30 main:574] : INFO : Epoch 2019 | loss: 0.0310312 | val_loss: 0.0312408 | Time: 5430.28 ms [2022-03-20 10:42:35 main:574] : INFO : Epoch 2020 | loss: 0.0310345 | val_loss: 0.0312839 | Time: 5453.84 ms [2022-03-20 10:42:40 main:574] : INFO : Epoch 2021 | loss: 0.0310213 | val_loss: 0.0312809 | Time: 5358.68 ms [2022-03-20 10:42:46 main:574] : INFO : Epoch 2022 | loss: 0.0310327 | val_loss: 0.0312664 | Time: 5372.52 ms [2022-03-20 10:42:51 main:574] : INFO : Epoch 2023 | loss: 0.0310365 | val_loss: 0.0312714 | Time: 5432.39 ms [2022-03-20 10:42:57 main:574] : INFO : Epoch 2024 | loss: 0.0310255 | val_loss: 0.0312957 | Time: 5383.9 ms [2022-03-20 10:43:02 main:574] : INFO : Epoch 2025 | loss: 0.0310207 | val_loss: 0.0312808 | Time: 5368.33 ms [2022-03-20 10:43:08 main:574] : INFO : Epoch 2026 | loss: 0.0310273 | val_loss: 0.0312893 | Time: 5609 ms [2022-03-20 10:43:14 main:574] : INFO : Epoch 2027 | loss: 0.0310312 | val_loss: 0.0312722 | Time: 5865.63 ms [2022-03-20 10:43:19 main:574] : INFO : Epoch 2028 | loss: 0.0310307 | val_loss: 0.0312707 | Time: 5615.97 ms [2022-03-20 10:43:25 main:574] : INFO : Epoch 2029 | loss: 0.0310339 | val_loss: 0.0312974 | Time: 5415.46 ms [2022-03-20 10:43:30 main:574] : INFO : Epoch 2030 | loss: 0.0310375 | val_loss: 0.0312745 | Time: 5413.87 ms [2022-03-20 10:43:35 main:574] : INFO : Epoch 2031 | loss: 0.0310382 | val_loss: 0.0312889 | Time: 5362.9 ms [2022-03-20 10:43:41 main:574] : INFO : Epoch 2032 | loss: 0.031026 | val_loss: 0.0312813 | Time: 5347.68 ms [2022-03-20 10:43:46 main:574] : INFO : Epoch 2033 | loss: 0.0310202 | val_loss: 0.0313017 | Time: 5369.99 ms [2022-03-20 10:43:52 main:574] : INFO : Epoch 2034 | loss: 0.0310283 | val_loss: 0.031268 | Time: 5708.22 ms [2022-03-20 10:43:57 main:574] : INFO : Epoch 2035 | loss: 0.0310305 | val_loss: 0.0312691 | Time: 5445.82 ms [2022-03-20 10:44:03 main:574] : INFO : Epoch 2036 | loss: 0.0310311 | val_loss: 0.0312491 | Time: 5367.4 ms [2022-03-20 10:44:08 main:574] : INFO : Epoch 2037 | loss: 0.031032 | val_loss: 0.0312964 | Time: 5473.84 ms [2022-03-20 10:44:13 main:574] : INFO : Epoch 2038 | loss: 0.0310236 | val_loss: 0.0312994 | Time: 5396.54 ms [2022-03-20 10:44:19 main:574] : INFO : Epoch 2039 | loss: 0.0310255 | val_loss: 0.031286 | Time: 5366.33 ms [2022-03-20 10:44:24 main:574] : INFO : Epoch 2040 | loss: 0.0310331 | val_loss: 0.0312873 | Time: 5447.05 ms [2022-03-20 10:44:30 main:574] : INFO : Epoch 2041 | loss: 0.0310609 | val_loss: 0.0312691 | Time: 5453.55 ms [2022-03-20 10:44:35 main:574] : INFO : Epoch 2042 | loss: 0.0310417 | val_loss: 0.0312632 | Time: 5411.75 ms [2022-03-20 10:44:41 main:574] : INFO : Epoch 2043 | loss: 0.0313181 | val_loss: 0.0330304 | Time: 5401.18 ms [2022-03-20 10:44:46 main:574] : INFO : Epoch 2044 | loss: 0.0316723 | val_loss: 0.0313839 | Time: 5394.1 ms [2022-03-20 10:44:51 main:574] : INFO : Epoch 2045 | loss: 0.0312539 | val_loss: 0.0312141 | Time: 5467.85 ms [2022-03-20 10:44:57 main:574] : INFO : Epoch 2046 | loss: 0.0311875 | val_loss: 0.0311909 | Time: 5699.78 ms [2022-03-20 10:45:03 main:574] : INFO : Epoch 2047 | loss: 0.0311634 | val_loss: 0.0311833 | Time: 5523 ms [2022-03-20 10:45:08 main:574] : INFO : Epoch 2048 | loss: 0.0311543 | val_loss: 0.031194 | Time: 5411.31 ms [2022-03-20 10:45:08 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031194 [2022-03-20 10:45:08 main:603] : INFO : Saving end state to config to file [2022-03-20 10:45:08 main:608] : INFO : Success, exiting.. 10:45:08 (22232): 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)