Task 13765843
| Name | ParityModified-1647046242-22890-2-0_0 |
| Workunit | 10851449 |
| Created | 25 Mar 2022, 18:51:13 UTC |
| Sent | 31 Mar 2022, 11:32:43 UTC |
| Report deadline | 8 Apr 2022, 11:32:43 UTC |
| Received | 31 Mar 2022, 15:43:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17108 |
| Run time | 3 hours 5 min 47 sec |
| CPU time | 2 hours 57 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.66 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> FO : Epoch 1542 | loss: 0.0312437 | val_loss: 0.0312428 | Time: 5214.01 ms [2022-03-31 14:57:46 main:574] : INFO : Epoch 1543 | loss: 0.0312433 | val_loss: 0.0312422 | Time: 5222.87 ms [2022-03-31 14:57:51 main:574] : INFO : Epoch 1544 | loss: 0.0312435 | val_loss: 0.0312424 | Time: 5167.86 ms [2022-03-31 14:57:56 main:574] : INFO : Epoch 1545 | loss: 0.0312431 | val_loss: 0.0312422 | Time: 5230.01 ms [2022-03-31 14:58:01 main:574] : INFO : Epoch 1546 | loss: 0.0312436 | val_loss: 0.0312427 | Time: 5264.26 ms [2022-03-31 14:58:06 main:574] : INFO : Epoch 1547 | loss: 0.0312434 | val_loss: 0.0312444 | Time: 5126.75 ms [2022-03-31 14:58:12 main:574] : INFO : Epoch 1548 | loss: 0.0312437 | val_loss: 0.0312428 | Time: 5255.44 ms [2022-03-31 14:58:17 main:574] : INFO : Epoch 1549 | loss: 0.0312434 | val_loss: 0.0312428 | Time: 5198.87 ms [2022-03-31 14:58:22 main:574] : INFO : Epoch 1550 | loss: 0.0312429 | val_loss: 0.0312427 | Time: 5206.78 ms [2022-03-31 14:58:28 main:574] : INFO : Epoch 1551 | loss: 0.031244 | val_loss: 0.0312447 | Time: 5231.8 ms [2022-03-31 14:58:33 main:574] : INFO : Epoch 1552 | loss: 0.0312451 | val_loss: 0.0312427 | Time: 5233.26 ms [2022-03-31 14:58:38 main:574] : INFO : Epoch 1553 | loss: 0.0312439 | val_loss: 0.0312425 | Time: 5203.27 ms [2022-03-31 14:58:44 main:574] : INFO : Epoch 1554 | loss: 0.031243 | val_loss: 0.0312425 | Time: 5198.59 ms [2022-03-31 14:58:50 main:574] : INFO : Epoch 1555 | loss: 0.0312434 | val_loss: 0.0312423 | Time: 5225.59 ms [2022-03-31 14:58:56 main:574] : INFO : Epoch 1556 | loss: 0.0312434 | val_loss: 0.0312423 | Time: 5263.55 ms [2022-03-31 14:59:01 main:574] : INFO : Epoch 1557 | loss: 0.0312431 | val_loss: 0.0312421 | Time: 5257.42 ms [2022-03-31 14:59:06 main:574] : INFO : Epoch 1558 | loss: 0.0312433 | val_loss: 0.0312436 | Time: 5236.95 ms [2022-03-31 14:59:11 main:574] : INFO : Epoch 1559 | loss: 0.0312444 | val_loss: 0.0312424 | Time: 5272.93 ms [2022-03-31 14:59:17 main:574] : INFO : Epoch 1560 | loss: 0.0312435 | val_loss: 0.0312441 | Time: 5234.4 ms [2022-03-31 14:59:22 main:574] : INFO : Epoch 1561 | loss: 0.0312447 | val_loss: 0.0312431 | Time: 5205.51 ms [2022-03-31 14:59:28 main:574] : INFO : Epoch 1562 | loss: 0.0312435 | val_loss: 0.0312433 | Time: 5181.05 ms [2022-03-31 14:59:33 main:574] : INFO : Epoch 1563 | loss: 0.0312437 | val_loss: 0.0312432 | Time: 5234.13 ms [2022-03-31 14:59:39 main:574] : INFO : Epoch 1564 | loss: 0.0312436 | val_loss: 0.0312424 | Time: 5272.4 ms [2022-03-31 14:59:45 main:574] : INFO : Epoch 1565 | loss: 0.0312435 | val_loss: 0.0312423 | Time: 5286.86 ms [2022-03-31 14:59:50 main:574] : INFO : Epoch 1566 | loss: 0.0312434 | val_loss: 0.031242 | Time: 5234.6 ms [2022-03-31 14:59:55 main:574] : INFO : Epoch 1567 | loss: 0.0312434 | val_loss: 0.0312425 | Time: 5275.39 ms [2022-03-31 15:00:01 main:574] : INFO : Epoch 1568 | loss: 0.0312435 | val_loss: 0.031242 | Time: 5329.22 ms [2022-03-31 15:00:07 main:574] : INFO : Epoch 1569 | loss: 0.0312446 | val_loss: 0.0312439 | Time: 5232.52 ms [2022-03-31 15:00:14 main:574] : INFO : Epoch 1570 | loss: 0.031244 | val_loss: 0.031245 | Time: 5256.73 ms [2022-03-31 15:00:19 main:574] : INFO : Epoch 1571 | loss: 0.031244 | val_loss: 0.0312428 | Time: 5216.63 ms [2022-03-31 15:00:25 main:574] : INFO : Epoch 1572 | loss: 0.0312434 | val_loss: 0.0312422 | Time: 5204.84 ms [2022-03-31 15:00:31 main:574] : INFO : Epoch 1573 | loss: 0.031244 | val_loss: 0.031244 | Time: 5263.7 ms [2022-03-31 15:00:36 main:574] : INFO : Epoch 1574 | loss: 0.0312457 | val_loss: 0.0312475 | Time: 5196.13 ms [2022-03-31 15:00:41 main:574] : INFO : Epoch 1575 | loss: 0.0312449 | val_loss: 0.0312435 | Time: 5317.32 ms [2022-03-31 15:00:47 main:574] : INFO : Epoch 1576 | loss: 0.0312446 | val_loss: 0.0312437 | Time: 5228.02 ms [2022-03-31 15:00:52 main:574] : INFO : Epoch 1577 | loss: 0.031245 | val_loss: 0.0312421 | Time: 5268.97 ms [2022-03-31 15:00:57 main:574] : INFO : Epoch 1578 | loss: 0.0312438 | val_loss: 0.0312425 | Time: 5261.34 ms [2022-03-31 15:01:02 main:574] : INFO : Epoch 1579 | loss: 0.0312442 | val_loss: 0.0312452 | Time: 5247.74 ms [2022-03-31 15:01:08 main:574] : INFO : Epoch 1580 | loss: 0.031244 | val_loss: 0.0312423 | Time: 5129.44 ms [2022-03-31 15:01:14 main:574] : INFO : Epoch 1581 | loss: 0.0312431 | val_loss: 0.0312421 | Time: 5279.2 ms [2022-03-31 15:01:19 main:574] : INFO : Epoch 1582 | loss: 0.0312434 | val_loss: 0.0312445 | Time: 5211.67 ms [2022-03-31 15:01:24 main:574] : INFO : Epoch 1583 | loss: 0.0312443 | val_loss: 0.0312452 | Time: 5212.12 ms [2022-03-31 15:01:29 main:574] : INFO : Epoch 1584 | loss: 0.0312445 | val_loss: 0.0312459 | Time: 5187.87 ms [2022-03-31 15:01:35 main:574] : INFO : Epoch 1585 | loss: 0.0312449 | val_loss: 0.0312436 | Time: 5254.79 ms [2022-03-31 15:01:41 main:574] : INFO : Epoch 1586 | loss: 0.0312443 | val_loss: 0.0312454 | Time: 5210.48 ms [2022-03-31 15:01:47 main:574] : INFO : Epoch 1587 | loss: 0.0312452 | val_loss: 0.0312425 | Time: 5289.45 ms [2022-03-31 15:01:52 main:574] : INFO : Epoch 1588 | loss: 0.0312439 | val_loss: 0.0312423 | Time: 5278.53 ms [2022-03-31 15:01:58 main:574] : INFO : Epoch 1589 | loss: 0.0312461 | val_loss: 0.0312441 | Time: 5210.42 ms [2022-03-31 15:02:03 main:574] : INFO : Epoch 1590 | loss: 0.0312458 | val_loss: 0.0312423 | Time: 5184.18 ms [2022-03-31 15:02:09 main:574] : INFO : Epoch 1591 | loss: 0.031244 | val_loss: 0.0312444 | Time: 5247.87 ms [2022-03-31 15:02:15 main:574] : INFO : Epoch 1592 | loss: 0.0312439 | val_loss: 0.0312422 | Time: 5237.94 ms [2022-03-31 15:02:20 main:574] : INFO : Epoch 1593 | loss: 0.0312438 | val_loss: 0.0312452 | Time: 5275.39 ms [2022-03-31 15:02:26 main:574] : INFO : Epoch 1594 | loss: 0.031244 | val_loss: 0.0312425 | Time: 5258.94 ms [2022-03-31 15:02:31 main:574] : INFO : Epoch 1595 | loss: 0.0312438 | val_loss: 0.0312428 | Time: 5180.11 ms [2022-03-31 15:02:37 main:574] : INFO : Epoch 1596 | loss: 0.0312442 | val_loss: 0.0312509 | Time: 5226.02 ms [2022-03-31 15:02:43 main:574] : INFO : Epoch 1597 | loss: 0.0312464 | val_loss: 0.0312443 | Time: 5240.39 ms [2022-03-31 15:02:48 main:574] : INFO : Epoch 1598 | loss: 0.0312444 | val_loss: 0.0312449 | Time: 5220.71 ms [2022-03-31 15:02:53 main:574] : INFO : Epoch 1599 | loss: 0.0312439 | val_loss: 0.0312422 | Time: 5210.79 ms [2022-03-31 15:02:59 main:574] : INFO : Epoch 1600 | loss: 0.0312435 | val_loss: 0.0312423 | Time: 5234.35 ms [2022-03-31 15:03:04 main:574] : INFO : Epoch 1601 | loss: 0.0312439 | val_loss: 0.0312424 | Time: 5210.16 ms [2022-03-31 15:03:09 main:574] : INFO : Epoch 1602 | loss: 0.031244 | val_loss: 0.0312437 | Time: 5287.31 ms [2022-03-31 15:03:15 main:574] : INFO : Epoch 1603 | loss: 0.0312452 | val_loss: 0.0312433 | Time: 5247.21 ms [2022-03-31 15:03:20 main:574] : INFO : Epoch 1604 | loss: 0.0312443 | val_loss: 0.0312421 | Time: 5221.77 ms [2022-03-31 15:03:26 main:574] : INFO : Epoch 1605 | loss: 0.031245 | val_loss: 0.0312429 | Time: 5251.03 ms [2022-03-31 15:03:31 main:574] : INFO : Epoch 1606 | loss: 0.0312435 | val_loss: 0.0312446 | Time: 5272.48 ms [2022-03-31 15:03:38 main:574] : INFO : Epoch 1607 | loss: 0.0312449 | val_loss: 0.0312434 | Time: 5226.89 ms [2022-03-31 15:03:43 main:574] : INFO : Epoch 1608 | loss: 0.0312441 | val_loss: 0.031243 | Time: 5267.45 ms [2022-03-31 15:03:48 main:574] : INFO : Epoch 1609 | loss: 0.0312435 | val_loss: 0.0312432 | Time: 5238.29 ms [2022-03-31 15:03:54 main:574] : INFO : Epoch 1610 | loss: 0.0312442 | val_loss: 0.0312454 | Time: 5291.73 ms [2022-03-31 15:03:59 main:574] : INFO : Epoch 1611 | loss: 0.0312447 | val_loss: 0.0312424 | Time: 5226.94 ms [2022-03-31 15:04:04 main:574] : INFO : Epoch 1612 | loss: 0.0312439 | val_loss: 0.0312422 | Time: 5249.58 ms [2022-03-31 15:04:09 main:574] : INFO : Epoch 1613 | loss: 0.0312445 | val_loss: 0.0312469 | Time: 5229.79 ms [2022-03-31 15:04:15 main:574] : INFO : Epoch 1614 | loss: 0.0312446 | val_loss: 0.031242 | Time: 5222.92 ms [2022-03-31 15:04:20 main:574] : INFO : Epoch 1615 | loss: 0.031244 | val_loss: 0.0312431 | Time: 5234.72 ms [2022-03-31 15:04:26 main:574] : INFO : Epoch 1616 | loss: 0.0312437 | val_loss: 0.0312427 | Time: 5237.58 ms [2022-03-31 15:04:32 main:574] : INFO : Epoch 1617 | loss: 0.0312437 | val_loss: 0.0312424 | Time: 5199.16 ms [2022-03-31 15:04:38 main:574] : INFO : Epoch 1618 | loss: 0.0312437 | val_loss: 0.0312444 | Time: 5241.41 ms [2022-03-31 15:04:43 main:574] : INFO : Epoch 1619 | loss: 0.0312445 | val_loss: 0.0312426 | Time: 5259.09 ms [2022-03-31 15:04:49 main:574] : INFO : Epoch 1620 | loss: 0.0312436 | val_loss: 0.0312432 | Time: 5266.89 ms [2022-03-31 15:04:54 main:574] : INFO : Epoch 1621 | loss: 0.031244 | val_loss: 0.0312423 | Time: 5158.92 ms [2022-03-31 15:04:59 main:574] : INFO : Epoch 1622 | loss: 0.0312434 | val_loss: 0.0312438 | Time: 5238.35 ms [2022-03-31 15:05:04 main:574] : INFO : Epoch 1623 | loss: 0.0312436 | val_loss: 0.0312439 | Time: 5242.83 ms [2022-03-31 15:05:10 main:574] : INFO : Epoch 1624 | loss: 0.0312443 | val_loss: 0.0312425 | Time: 5250.1 ms [2022-03-31 15:05:15 main:574] : INFO : Epoch 1625 | loss: 0.0312434 | val_loss: 0.0312425 | Time: 5246.84 ms [2022-03-31 15:05:20 main:574] : INFO : Epoch 1626 | loss: 0.0312429 | val_loss: 0.0312421 | Time: 5247.15 ms [2022-03-31 15:05:25 main:574] : INFO : Epoch 1627 | loss: 0.0312438 | val_loss: 0.0312423 | Time: 5207.85 ms [2022-03-31 15:05:31 main:574] : INFO : Epoch 1628 | loss: 0.0312453 | val_loss: 0.0312442 | Time: 5182.95 ms [2022-03-31 15:05:36 main:574] : INFO : Epoch 1629 | loss: 0.0312441 | val_loss: 0.0312425 | Time: 5212.43 ms [2022-03-31 15:05:41 main:574] : INFO : Epoch 1630 | loss: 0.0312437 | val_loss: 0.0312426 | Time: 5228.89 ms [2022-03-31 15:05:47 main:574] : INFO : Epoch 1631 | loss: 0.0312441 | val_loss: 0.0312421 | Time: 5209.35 ms [2022-03-31 15:05:52 main:574] : INFO : Epoch 1632 | loss: 0.0312449 | val_loss: 0.031245 | Time: 5248.82 ms [2022-03-31 15:05:58 main:574] : INFO : Epoch 1633 | loss: 0.0312445 | val_loss: 0.0312425 | Time: 5238.52 ms [2022-03-31 15:06:04 main:574] : INFO : Epoch 1634 | loss: 0.0312437 | val_loss: 0.0312441 | Time: 5186.96 ms [2022-03-31 15:06:09 main:574] : INFO : Epoch 1635 | loss: 0.0312443 | val_loss: 0.0312428 | Time: 5235.39 ms [2022-03-31 15:06:14 main:574] : INFO : Epoch 1636 | loss: 0.0312439 | val_loss: 0.0312427 | Time: 5214.88 ms [2022-03-31 15:06:20 main:574] : INFO : Epoch 1637 | loss: 0.0312441 | val_loss: 0.0312434 | Time: 5196.78 ms [2022-03-31 15:06:25 main:574] : INFO : Epoch 1638 | loss: 0.0312445 | val_loss: 0.0312427 | Time: 5265.88 ms [2022-03-31 15:06:31 main:574] : INFO : Epoch 1639 | loss: 0.0312455 | val_loss: 0.0312421 | Time: 5296.28 ms [2022-03-31 15:06:36 main:574] : INFO : Epoch 1640 | loss: 0.0312435 | val_loss: 0.031245 | Time: 5248.72 ms [2022-03-31 15:06:42 main:574] : INFO : Epoch 1641 | loss: 0.0312443 | val_loss: 0.0312435 | Time: 5246.65 ms [2022-03-31 15:06:47 main:574] : INFO : Epoch 1642 | loss: 0.0312436 | val_loss: 0.0312424 | Time: 5275.39 ms [2022-03-31 15:06:53 main:574] : INFO : Epoch 1643 | loss: 0.0312467 | val_loss: 0.0312428 | Time: 5253.1 ms [2022-03-31 15:06:58 main:574] : INFO : Epoch 1644 | loss: 0.0312441 | val_loss: 0.0312485 | Time: 5254.03 ms [2022-03-31 15:07:04 main:574] : INFO : Epoch 1645 | loss: 0.0312443 | val_loss: 0.0312422 | Time: 5298.21 ms [2022-03-31 15:07:09 main:574] : INFO : Epoch 1646 | loss: 0.0312436 | val_loss: 0.0312428 | Time: 5208.97 ms [2022-03-31 15:07:15 main:574] : INFO : Epoch 1647 | loss: 0.0312433 | val_loss: 0.0312431 | Time: 5262.66 ms [2022-03-31 15:07:20 main:574] : INFO : Epoch 1648 | loss: 0.0312435 | val_loss: 0.0312425 | Time: 5271.39 ms [2022-03-31 15:07:26 main:574] : INFO : Epoch 1649 | loss: 0.0312432 | val_loss: 0.0312428 | Time: 5180.8 ms [2022-03-31 15:07:31 main:574] : INFO : Epoch 1650 | loss: 0.0312434 | val_loss: 0.0312446 | Time: 5204.37 ms [2022-03-31 15:07:37 main:574] : INFO : Epoch 1651 | loss: 0.0312446 | val_loss: 0.0312451 | Time: 5183.93 ms [2022-03-31 15:07:42 main:574] : INFO : Epoch 1652 | loss: 0.0312438 | val_loss: 0.0312431 | Time: 5187.33 ms [2022-03-31 15:07:48 main:574] : INFO : Epoch 1653 | loss: 0.0312449 | val_loss: 0.0312428 | Time: 5261.04 ms [2022-03-31 15:07:54 main:574] : INFO : Epoch 1654 | loss: 0.0312434 | val_loss: 0.0312421 | Time: 5264.39 ms [2022-03-31 15:08:00 main:574] : INFO : Epoch 1655 | loss: 0.0312436 | val_loss: 0.0312427 | Time: 5295.5 ms [2022-03-31 15:08:05 main:574] : INFO : Epoch 1656 | loss: 0.0312449 | val_loss: 0.0312491 | Time: 5240.73 ms [2022-03-31 15:08:11 main:574] : INFO : Epoch 1657 | loss: 0.0312461 | val_loss: 0.0312423 | Time: 5229.59 ms [2022-03-31 15:08:16 main:574] : INFO : Epoch 1658 | loss: 0.031244 | val_loss: 0.0312429 | Time: 5224.71 ms [2022-03-31 15:08:21 main:574] : INFO : Epoch 1659 | loss: 0.0312436 | val_loss: 0.0312423 | Time: 5253.74 ms [2022-03-31 15:08:27 main:574] : INFO : Epoch 1660 | loss: 0.0312437 | val_loss: 0.0312423 | Time: 5216.85 ms [2022-03-31 15:08:33 main:574] : INFO : Epoch 1661 | loss: 0.0312451 | val_loss: 0.0312458 | Time: 5251.12 ms [2022-03-31 15:08:38 main:574] : INFO : Epoch 1662 | loss: 0.0312441 | val_loss: 0.0312425 | Time: 5230.44 ms [2022-03-31 15:08:43 main:574] : INFO : Epoch 1663 | loss: 0.0312434 | val_loss: 0.0312444 | Time: 5249 ms [2022-03-31 15:08:49 main:574] : INFO : Epoch 1664 | loss: 0.0312458 | val_loss: 0.0312465 | Time: 5203.97 ms [2022-03-31 15:08:54 main:574] : INFO : Epoch 1665 | loss: 0.0312442 | val_loss: 0.0312425 | Time: 5262.44 ms [2022-03-31 15:09:00 main:574] : INFO : Epoch 1666 | loss: 0.0312442 | val_loss: 0.0312432 | Time: 5222.23 ms [2022-03-31 15:09:05 main:574] : INFO : Epoch 1667 | loss: 0.0312438 | val_loss: 0.0312435 | Time: 5212.05 ms [2022-03-31 15:09:10 main:574] : INFO : Epoch 1668 | loss: 0.0312436 | val_loss: 0.0312423 | Time: 5191.6 ms [2022-03-31 15:09:15 main:574] : INFO : Epoch 1669 | loss: 0.0312435 | val_loss: 0.0312445 | Time: 5244.98 ms [2022-03-31 15:09:21 main:574] : INFO : Epoch 1670 | loss: 0.0312465 | val_loss: 0.031246 | Time: 5195.02 ms [2022-03-31 15:09:26 main:574] : INFO : Epoch 1671 | loss: 0.0312447 | val_loss: 0.0312426 | Time: 5228.4 ms [2022-03-31 15:09:31 main:574] : INFO : Epoch 1672 | loss: 0.0312433 | val_loss: 0.0312421 | Time: 5224.69 ms [2022-03-31 15:09:36 main:574] : INFO : Epoch 1673 | loss: 0.0312443 | val_loss: 0.0312437 | Time: 5206.88 ms [2022-03-31 15:09:42 main:574] : INFO : Epoch 1674 | loss: 0.0312443 | val_loss: 0.0312452 | Time: 5230.05 ms [2022-03-31 15:09:47 main:574] : INFO : Epoch 1675 | loss: 0.0312457 | val_loss: 0.0312433 | Time: 5238.21 ms [2022-03-31 15:09:52 main:574] : INFO : Epoch 1676 | loss: 0.0312437 | val_loss: 0.0312421 | Time: 5224.65 ms [2022-03-31 15:09:58 main:574] : INFO : Epoch 1677 | loss: 0.0312434 | val_loss: 0.0312424 | Time: 5226.13 ms [2022-03-31 15:10:03 main:574] : INFO : Epoch 1678 | loss: 0.0312438 | val_loss: 0.0312425 | Time: 5202.77 ms [2022-03-31 15:10:08 main:574] : INFO : Epoch 1679 | loss: 0.0312438 | val_loss: 0.0312423 | Time: 5267.5 ms [2022-03-31 15:10:13 main:574] : INFO : Epoch 1680 | loss: 0.031244 | val_loss: 0.0312436 | Time: 5209.95 ms [2022-03-31 15:10:19 main:574] : INFO : Epoch 1681 | loss: 0.0312441 | val_loss: 0.0312445 | Time: 5220.23 ms [2022-03-31 15:10:24 main:574] : INFO : Epoch 1682 | loss: 0.0312462 | val_loss: 0.0312423 | Time: 5188.58 ms [2022-03-31 15:10:30 main:574] : INFO : Epoch 1683 | loss: 0.0312438 | val_loss: 0.0312427 | Time: 5193.43 ms [2022-03-31 15:10:35 main:574] : INFO : Epoch 1684 | loss: 0.0312436 | val_loss: 0.0312455 | Time: 5228.31 ms [2022-03-31 15:10:42 main:574] : INFO : Epoch 1685 | loss: 0.0312446 | val_loss: 0.0312434 | Time: 5279.58 ms [2022-03-31 15:10:47 main:574] : INFO : Epoch 1686 | loss: 0.0312435 | val_loss: 0.0312421 | Time: 5290.7 ms [2022-03-31 15:10:52 main:574] : INFO : Epoch 1687 | loss: 0.0312442 | val_loss: 0.0312443 | Time: 5210.57 ms [2022-03-31 15:10:58 main:574] : INFO : Epoch 1688 | loss: 0.0312438 | val_loss: 0.031242 | Time: 5169.28 ms [2022-03-31 15:11:03 main:574] : INFO : Epoch 1689 | loss: 0.0312433 | val_loss: 0.0312431 | Time: 5275.77 ms [2022-03-31 15:11:08 main:574] : INFO : Epoch 1690 | loss: 0.0312456 | val_loss: 0.0312447 | Time: 5223.2 ms [2022-03-31 15:11:14 main:574] : INFO : Epoch 1691 | loss: 0.0312441 | val_loss: 0.0312421 | Time: 5307.05 ms [2022-03-31 15:11:19 main:574] : INFO : Epoch 1692 | loss: 0.0312431 | val_loss: 0.0312425 | Time: 5194.3 ms [2022-03-31 15:11:24 main:574] : INFO : Epoch 1693 | loss: 0.0312433 | val_loss: 0.0312432 | Time: 5171.63 ms [2022-03-31 15:11:30 main:574] : INFO : Epoch 1694 | loss: 0.0312438 | val_loss: 0.031243 | Time: 5239.45 ms [2022-03-31 15:11:35 main:574] : INFO : Epoch 1695 | loss: 0.0312437 | val_loss: 0.0312436 | Time: 5236.31 ms [2022-03-31 15:11:40 main:574] : INFO : Epoch 1696 | loss: 0.0312442 | val_loss: 0.0312426 | Time: 5236.83 ms [2022-03-31 15:11:46 main:574] : INFO : Epoch 1697 | loss: 0.0312455 | val_loss: 0.0312425 | Time: 5247.71 ms [2022-03-31 15:11:52 main:574] : INFO : Epoch 1698 | loss: 0.0312454 | val_loss: 0.031244 | Time: 5252.66 ms [2022-03-31 15:11:58 main:574] : INFO : Epoch 1699 | loss: 0.0312446 | val_loss: 0.0312425 | Time: 5200.39 ms [2022-03-31 15:12:03 main:574] : INFO : Epoch 1700 | loss: 0.0312434 | val_loss: 0.0312422 | Time: 5249.88 ms [2022-03-31 15:12:09 main:574] : INFO : Epoch 1701 | loss: 0.0312438 | val_loss: 0.0312449 | Time: 5257.67 ms [2022-03-31 15:12:14 main:574] : INFO : Epoch 1702 | loss: 0.0312446 | val_loss: 0.0312451 | Time: 5257.14 ms [2022-03-31 15:12:19 main:574] : INFO : Epoch 1703 | loss: 0.0312435 | val_loss: 0.0312422 | Time: 5240.16 ms [2022-03-31 15:12:25 main:574] : INFO : Epoch 1704 | loss: 0.0312443 | val_loss: 0.0312457 | Time: 5232.6 ms [2022-03-31 15:12:30 main:574] : INFO : Epoch 1705 | loss: 0.0312447 | val_loss: 0.0312429 | Time: 5283.61 ms [2022-03-31 15:12:36 main:574] : INFO : Epoch 1706 | loss: 0.0312439 | val_loss: 0.0312441 | Time: 5191.81 ms [2022-03-31 15:12:42 main:574] : INFO : Epoch 1707 | loss: 0.0312443 | val_loss: 0.0312439 | Time: 5227.6 ms [2022-03-31 15:12:47 main:574] : INFO : Epoch 1708 | loss: 0.031245 | val_loss: 0.0312424 | Time: 5247.31 ms [2022-03-31 15:12:53 main:574] : INFO : Epoch 1709 | loss: 0.0312454 | val_loss: 0.0312451 | Time: 5268.6 ms [2022-03-31 15:12:59 main:574] : INFO : Epoch 1710 | loss: 0.0312449 | val_loss: 0.0312444 | Time: 5203.7 ms [2022-03-31 15:13:05 main:574] : INFO : Epoch 1711 | loss: 0.0312442 | val_loss: 0.0312428 | Time: 5238.77 ms [2022-03-31 15:13:10 main:574] : INFO : Epoch 1712 | loss: 0.0312447 | val_loss: 0.0312446 | Time: 5207.96 ms [2022-03-31 15:13:16 main:574] : INFO : Epoch 1713 | loss: 0.0312438 | val_loss: 0.0312429 | Time: 5211.44 ms [2022-03-31 15:13:21 main:574] : INFO : Epoch 1714 | loss: 0.0312467 | val_loss: 0.0312442 | Time: 5252.9 ms [2022-03-31 15:13:27 main:574] : INFO : Epoch 1715 | loss: 0.031244 | val_loss: 0.0312435 | Time: 5242.33 ms [2022-03-31 15:13:32 main:574] : INFO : Epoch 1716 | loss: 0.0312443 | val_loss: 0.0312428 | Time: 5137.8 ms [2022-03-31 15:13:37 main:574] : INFO : Epoch 1717 | loss: 0.0312434 | val_loss: 0.0312426 | Time: 5247.7 ms [2022-03-31 15:13:43 main:574] : INFO : Epoch 1718 | loss: 0.0312444 | val_loss: 0.0312445 | Time: 5302.84 ms [2022-03-31 15:13:48 main:574] : INFO : Epoch 1719 | loss: 0.0312439 | val_loss: 0.0312437 | Time: 5146.47 ms [2022-03-31 15:13:54 main:574] : INFO : Epoch 1720 | loss: 0.0312445 | val_loss: 0.0312437 | Time: 5222.22 ms [2022-03-31 15:13:59 main:574] : INFO : Epoch 1721 | loss: 0.0312463 | val_loss: 0.0312461 | Time: 5184.05 ms [2022-03-31 15:14:05 main:574] : INFO : Epoch 1722 | loss: 0.0312479 | val_loss: 0.0312456 | Time: 5238.97 ms [2022-03-31 15:14:10 main:574] : INFO : Epoch 1723 | loss: 0.0312445 | val_loss: 0.0312427 | Time: 5191.38 ms [2022-03-31 15:14:15 main:574] : INFO : Epoch 1724 | loss: 0.0312452 | val_loss: 0.0312433 | Time: 5192.34 ms [2022-03-31 15:14:21 main:574] : INFO : Epoch 1725 | loss: 0.0312442 | val_loss: 0.0312451 | Time: 5208.36 ms [2022-03-31 15:14:26 main:574] : INFO : Epoch 1726 | loss: 0.0312436 | val_loss: 0.0312423 | Time: 5188.02 ms [2022-03-31 15:14:31 main:574] : INFO : Epoch 1727 | loss: 0.0312434 | val_loss: 0.031243 | Time: 5247.12 ms [2022-03-31 15:14:37 main:574] : INFO : Epoch 1728 | loss: 0.0312431 | val_loss: 0.0312421 | Time: 5228.43 ms [2022-03-31 15:14:42 main:574] : INFO : Epoch 1729 | loss: 0.0312446 | val_loss: 0.0312432 | Time: 5205.44 ms [2022-03-31 15:14:48 main:574] : INFO : Epoch 1730 | loss: 0.0312435 | val_loss: 0.0312428 | Time: 5295.4 ms [2022-03-31 15:14:53 main:574] : INFO : Epoch 1731 | loss: 0.0312451 | val_loss: 0.0312444 | Time: 5278.41 ms [2022-03-31 15:14:58 main:574] : INFO : Epoch 1732 | loss: 0.0312445 | val_loss: 0.0312435 | Time: 5148.43 ms [2022-03-31 15:15:04 main:574] : INFO : Epoch 1733 | loss: 0.0312446 | val_loss: 0.0312427 | Time: 5240.63 ms [2022-03-31 15:15:09 main:574] : INFO : Epoch 1734 | loss: 0.0312436 | val_loss: 0.0312434 | Time: 5253.4 ms [2022-03-31 15:15:14 main:574] : INFO : Epoch 1735 | loss: 0.0312444 | val_loss: 0.0312424 | Time: 5265.33 ms [2022-03-31 15:15:19 main:574] : INFO : Epoch 1736 | loss: 0.0312438 | val_loss: 0.0312425 | Time: 5224.66 ms [2022-03-31 15:15:25 main:574] : INFO : Epoch 1737 | loss: 0.0312438 | val_loss: 0.0312432 | Time: 5233.7 ms [2022-03-31 15:15:30 main:574] : INFO : Epoch 1738 | loss: 0.0312449 | val_loss: 0.0312434 | Time: 5196.58 ms [2022-03-31 15:15:36 main:574] : INFO : Epoch 1739 | loss: 0.0312443 | val_loss: 0.0312435 | Time: 5217.38 ms [2022-03-31 15:15:42 main:574] : INFO : Epoch 1740 | loss: 0.031244 | val_loss: 0.0312422 | Time: 5212.17 ms [2022-03-31 15:15:47 main:574] : INFO : Epoch 1741 | loss: 0.0312442 | val_loss: 0.0312432 | Time: 5262.46 ms [2022-03-31 15:15:53 main:574] : INFO : Epoch 1742 | loss: 0.0312438 | val_loss: 0.031243 | Time: 5266.06 ms [2022-03-31 15:15:59 main:574] : INFO : Epoch 1743 | loss: 0.0312439 | val_loss: 0.0312428 | Time: 5254.26 ms [2022-03-31 15:16:05 main:574] : INFO : Epoch 1744 | loss: 0.0312442 | val_loss: 0.0312425 | Time: 5214.18 ms [2022-03-31 15:16:10 main:574] : INFO : Epoch 1745 | loss: 0.0312436 | val_loss: 0.0312421 | Time: 5185.15 ms [2022-03-31 15:16:15 main:574] : INFO : Epoch 1746 | loss: 0.0312435 | val_loss: 0.0312418 | Time: 5228.38 ms [2022-03-31 15:16:21 main:574] : INFO : Epoch 1747 | loss: 0.0312437 | val_loss: 0.0312432 | Time: 5204.64 ms [2022-03-31 15:16:26 main:574] : INFO : Epoch 1748 | loss: 0.0312445 | val_loss: 0.0312437 | Time: 5211.54 ms [2022-03-31 15:16:32 main:574] : INFO : Epoch 1749 | loss: 0.0312454 | val_loss: 0.0312443 | Time: 5207.11 ms [2022-03-31 15:16:37 main:574] : INFO : Epoch 1750 | loss: 0.0312472 | val_loss: 0.0312592 | Time: 5275.5 ms [2022-03-31 15:16:43 main:574] : INFO : Epoch 1751 | loss: 0.0312536 | val_loss: 0.0312452 | Time: 5231.71 ms [2022-03-31 15:16:48 main:574] : INFO : Epoch 1752 | loss: 0.0312453 | val_loss: 0.0312423 | Time: 5190.52 ms [2022-03-31 15:16:54 main:574] : INFO : Epoch 1753 | loss: 0.0312436 | val_loss: 0.0312433 | Time: 5202.24 ms [2022-03-31 15:16:59 main:574] : INFO : Epoch 1754 | loss: 0.031244 | val_loss: 0.031243 | Time: 5254.56 ms [2022-03-31 15:17:05 main:574] : INFO : Epoch 1755 | loss: 0.0312449 | val_loss: 0.0312425 | Time: 5217.82 ms [2022-03-31 15:17:10 main:574] : INFO : Epoch 1756 | loss: 0.0312436 | val_loss: 0.031244 | Time: 5191.39 ms [2022-03-31 15:17:15 main:574] : INFO : Epoch 1757 | loss: 0.0312443 | val_loss: 0.0312425 | Time: 5205.91 ms [2022-03-31 15:17:20 main:574] : INFO : Epoch 1758 | loss: 0.031244 | val_loss: 0.0312446 | Time: 5236.98 ms [2022-03-31 15:17:26 main:574] : INFO : Epoch 1759 | loss: 0.0312447 | val_loss: 0.0312428 | Time: 5219.89 ms [2022-03-31 15:17:31 main:574] : INFO : Epoch 1760 | loss: 0.031244 | val_loss: 0.0312462 | Time: 5208.71 ms [2022-03-31 15:17:36 main:574] : INFO : Epoch 1761 | loss: 0.0312444 | val_loss: 0.0312432 | Time: 5264.89 ms [2022-03-31 15:17:42 main:574] : INFO : Epoch 1762 | loss: 0.0312441 | val_loss: 0.0312424 | Time: 5267.82 ms [2022-03-31 15:17:47 main:574] : INFO : Epoch 1763 | loss: 0.0312438 | val_loss: 0.0312426 | Time: 5239.27 ms [2022-03-31 15:17:52 main:574] : INFO : Epoch 1764 | loss: 0.0312441 | val_loss: 0.031243 | Time: 5236.6 ms [2022-03-31 15:17:58 main:574] : INFO : Epoch 1765 | loss: 0.0312438 | val_loss: 0.0312425 | Time: 5252.25 ms [2022-03-31 15:18:04 main:574] : INFO : Epoch 1766 | loss: 0.0312452 | val_loss: 0.0312423 | Time: 5214 ms [2022-03-31 15:18:10 main:574] : INFO : Epoch 1767 | loss: 0.0312435 | val_loss: 0.0312425 | Time: 5208.25 ms [2022-03-31 15:18:16 main:574] : INFO : Epoch 1768 | loss: 0.0312438 | val_loss: 0.0312431 | Time: 5206.49 ms [2022-03-31 15:18:21 main:574] : INFO : Epoch 1769 | loss: 0.0312441 | val_loss: 0.0312435 | Time: 5182.68 ms [2022-03-31 15:18:26 main:574] : INFO : Epoch 1770 | loss: 0.0312434 | val_loss: 0.0312433 | Time: 5264.8 ms [2022-03-31 15:18:32 main:574] : INFO : Epoch 1771 | loss: 0.0312442 | val_loss: 0.0312463 | Time: 5271.86 ms [2022-03-31 15:18:37 main:574] : INFO : Epoch 1772 | loss: 0.0312454 | val_loss: 0.0312448 | Time: 5224.71 ms [2022-03-31 15:18:43 main:574] : INFO : Epoch 1773 | loss: 0.0312453 | val_loss: 0.0312432 | Time: 5222.53 ms [2022-03-31 15:18:49 main:574] : INFO : Epoch 1774 | loss: 0.031244 | val_loss: 0.0312437 | Time: 5232.7 ms [2022-03-31 15:18:54 main:574] : INFO : Epoch 1775 | loss: 0.0312446 | val_loss: 0.0312428 | Time: 5238.58 ms [2022-03-31 15:18:59 main:574] : INFO : Epoch 1776 | loss: 0.0312445 | val_loss: 0.0312478 | Time: 5225.54 ms [2022-03-31 15:19:05 main:574] : INFO : Epoch 1777 | loss: 0.0312445 | val_loss: 0.0312428 | Time: 5247.82 ms [2022-03-31 15:19:10 main:574] : INFO : Epoch 1778 | loss: 0.0312438 | val_loss: 0.0312438 | Time: 5266.1 ms [2022-03-31 15:19:15 main:574] : INFO : Epoch 1779 | loss: 0.0312435 | val_loss: 0.0312427 | Time: 5225.01 ms [2022-03-31 15:19:21 main:574] : INFO : Epoch 1780 | loss: 0.0312436 | val_loss: 0.0312442 | Time: 5251.3 ms [2022-03-31 15:19:26 main:574] : INFO : Epoch 1781 | loss: 0.0312444 | val_loss: 0.0312421 | Time: 5214.31 ms [2022-03-31 15:19:32 main:574] : INFO : Epoch 1782 | loss: 0.0312441 | val_loss: 0.0312421 | Time: 5274.96 ms [2022-03-31 15:19:37 main:574] : INFO : Epoch 1783 | loss: 0.0312434 | val_loss: 0.0312421 | Time: 5262.23 ms [2022-03-31 15:19:42 main:574] : INFO : Epoch 1784 | loss: 0.0312434 | val_loss: 0.031242 | Time: 5229.39 ms [2022-03-31 15:19:48 main:574] : INFO : Epoch 1785 | loss: 0.0312432 | val_loss: 0.031242 | Time: 5259.72 ms [2022-03-31 15:19:54 main:574] : INFO : Epoch 1786 | loss: 0.0312433 | val_loss: 0.0312423 | Time: 5200.65 ms [2022-03-31 15:19:59 main:574] : INFO : Epoch 1787 | loss: 0.0312436 | val_loss: 0.0312419 | Time: 5246.92 ms [2022-03-31 15:20:04 main:574] : INFO : Epoch 1788 | loss: 0.0312436 | val_loss: 0.0312421 | Time: 5210.91 ms [2022-03-31 15:20:10 main:574] : INFO : Epoch 1789 | loss: 0.0312437 | val_loss: 0.0312425 | Time: 5260.68 ms [2022-03-31 15:20:15 main:574] : INFO : Epoch 1790 | loss: 0.0312448 | val_loss: 0.0312425 | Time: 5217.05 ms [2022-03-31 15:20:20 main:574] : INFO : Epoch 1791 | loss: 0.0312442 | val_loss: 0.0312439 | Time: 5266.86 ms [2022-03-31 15:20:26 main:574] : INFO : Epoch 1792 | loss: 0.0312448 | val_loss: 0.031243 | Time: 5233.03 ms [2022-03-31 15:20:31 main:574] : INFO : Epoch 1793 | loss: 0.0312437 | val_loss: 0.0312431 | Time: 5263.26 ms [2022-03-31 15:20:36 main:574] : INFO : Epoch 1794 | loss: 0.0312446 | val_loss: 0.0312418 | Time: 5198.11 ms [2022-03-31 15:20:42 main:574] : INFO : Epoch 1795 | loss: 0.0312447 | val_loss: 0.0312438 | Time: 5266.33 ms [2022-03-31 15:20:47 main:574] : INFO : Epoch 1796 | loss: 0.0312447 | val_loss: 0.0312426 | Time: 5217.98 ms [2022-03-31 15:20:52 main:574] : INFO : Epoch 1797 | loss: 0.0312448 | val_loss: 0.031243 | Time: 5282.56 ms [2022-03-31 15:20:58 main:574] : INFO : Epoch 1798 | loss: 0.0312438 | val_loss: 0.0312436 | Time: 5239.99 ms [2022-03-31 15:21:04 main:574] : INFO : Epoch 1799 | loss: 0.0312443 | val_loss: 0.0312422 | Time: 5215.93 ms [2022-03-31 15:21:09 main:574] : INFO : Epoch 1800 | loss: 0.0312433 | val_loss: 0.031244 | Time: 5300.83 ms [2022-03-31 15:21:14 main:574] : INFO : Epoch 1801 | loss: 0.0312445 | val_loss: 0.0312442 | Time: 5190.53 ms [2022-03-31 15:21:20 main:574] : INFO : Epoch 1802 | loss: 0.0312441 | val_loss: 0.0312426 | Time: 5215.41 ms [2022-03-31 15:21:25 main:574] : INFO : Epoch 1803 | loss: 0.0312433 | val_loss: 0.031243 | Time: 5237.35 ms [2022-03-31 15:21:30 main:574] : INFO : Epoch 1804 | loss: 0.0312445 | val_loss: 0.0312435 | Time: 5252.16 ms [2022-03-31 15:21:36 main:574] : INFO : Epoch 1805 | loss: 0.0312441 | val_loss: 0.0312423 | Time: 5259.97 ms [2022-03-31 15:21:42 main:574] : INFO : Epoch 1806 | loss: 0.0312436 | val_loss: 0.0312425 | Time: 5214.16 ms [2022-03-31 15:21:47 main:574] : INFO : Epoch 1807 | loss: 0.031243 | val_loss: 0.0312424 | Time: 5288.11 ms [2022-03-31 15:21:53 main:574] : INFO : Epoch 1808 | loss: 0.0312451 | val_loss: 0.0312435 | Time: 5198.37 ms [2022-03-31 15:21:58 main:574] : INFO : Epoch 1809 | loss: 0.0312446 | val_loss: 0.031243 | Time: 5229.71 ms [2022-03-31 15:22:03 main:574] : INFO : Epoch 1810 | loss: 0.0312443 | val_loss: 0.0312436 | Time: 5203.11 ms [2022-03-31 15:22:09 main:574] : INFO : Epoch 1811 | loss: 0.0312436 | val_loss: 0.0312433 | Time: 5282.6 ms [2022-03-31 15:22:15 main:574] : INFO : Epoch 1812 | loss: 0.0312438 | val_loss: 0.0312427 | Time: 5204.31 ms [2022-03-31 15:22:20 main:574] : INFO : Epoch 1813 | loss: 0.0312437 | val_loss: 0.0312428 | Time: 5193.98 ms [2022-03-31 15:22:26 main:574] : INFO : Epoch 1814 | loss: 0.0312435 | val_loss: 0.0312442 | Time: 5201.52 ms [2022-03-31 15:22:31 main:574] : INFO : Epoch 1815 | loss: 0.0312437 | val_loss: 0.0312422 | Time: 5254.68 ms [2022-03-31 15:22:36 main:574] : INFO : Epoch 1816 | loss: 0.0312431 | val_loss: 0.0312436 | Time: 5250.78 ms [2022-03-31 15:22:42 main:574] : INFO : Epoch 1817 | loss: 0.0312437 | val_loss: 0.0312429 | Time: 5184.57 ms [2022-03-31 15:22:47 main:574] : INFO : Epoch 1818 | loss: 0.0312435 | val_loss: 0.0312429 | Time: 5270.03 ms [2022-03-31 15:22:52 main:574] : INFO : Epoch 1819 | loss: 0.0312437 | val_loss: 0.0312427 | Time: 5259.02 ms [2022-03-31 15:22:58 main:574] : INFO : Epoch 1820 | loss: 0.0312435 | val_loss: 0.0312425 | Time: 5260.83 ms [2022-03-31 15:23:03 main:574] : INFO : Epoch 1821 | loss: 0.0312431 | val_loss: 0.0312421 | Time: 5258.86 ms [2022-03-31 15:23:08 main:574] : INFO : Epoch 1822 | loss: 0.0312434 | val_loss: 0.0312432 | Time: 5263.71 ms [2022-03-31 15:23:13 main:574] : INFO : Epoch 1823 | loss: 0.0312442 | val_loss: 0.0312427 | Time: 5223.59 ms [2022-03-31 15:23:19 main:574] : INFO : Epoch 1824 | loss: 0.0312443 | val_loss: 0.0312429 | Time: 5218.77 ms [2022-03-31 15:23:24 main:574] : INFO : Epoch 1825 | loss: 0.0312434 | val_loss: 0.031243 | Time: 5214.06 ms [2022-03-31 15:23:29 main:574] : INFO : Epoch 1826 | loss: 0.0312437 | val_loss: 0.0312435 | Time: 5199.95 ms [2022-03-31 15:23:34 main:574] : INFO : Epoch 1827 | loss: 0.031244 | val_loss: 0.0312433 | Time: 5246.51 ms [2022-03-31 15:23:40 main:574] : INFO : Epoch 1828 | loss: 0.0312469 | val_loss: 0.0312471 | Time: 5269.68 ms [2022-03-31 15:23:45 main:574] : INFO : Epoch 1829 | loss: 0.0312459 | val_loss: 0.0312453 | Time: 5242.04 ms [2022-03-31 15:23:50 main:574] : INFO : Epoch 1830 | loss: 0.0312442 | val_loss: 0.031246 | Time: 5266.43 ms [2022-03-31 15:23:56 main:574] : INFO : Epoch 1831 | loss: 0.0312439 | val_loss: 0.0312422 | Time: 5223.06 ms [2022-03-31 15:24:01 main:574] : INFO : Epoch 1832 | loss: 0.0312433 | val_loss: 0.0312452 | Time: 5252.07 ms [2022-03-31 15:24:07 main:574] : INFO : Epoch 1833 | loss: 0.0312451 | val_loss: 0.0312442 | Time: 5210.71 ms [2022-03-31 15:24:13 main:574] : INFO : Epoch 1834 | loss: 0.0312438 | val_loss: 0.031242 | Time: 5245.44 ms [2022-03-31 15:24:18 main:574] : INFO : Epoch 1835 | loss: 0.0312433 | val_loss: 0.0312424 | Time: 5237.61 ms [2022-03-31 15:24:24 main:574] : INFO : Epoch 1836 | loss: 0.0312435 | val_loss: 0.0312432 | Time: 5224.61 ms [2022-03-31 15:24:30 main:574] : INFO : Epoch 1837 | loss: 0.0312439 | val_loss: 0.0312433 | Time: 5215.3 ms [2022-03-31 15:24:35 main:574] : INFO : Epoch 1838 | loss: 0.0312438 | val_loss: 0.0312433 | Time: 5208.73 ms [2022-03-31 15:24:41 main:574] : INFO : Epoch 1839 | loss: 0.0312433 | val_loss: 0.031243 | Time: 5360.07 ms [2022-03-31 15:24:46 main:574] : INFO : Epoch 1840 | loss: 0.0312445 | val_loss: 0.0312438 | Time: 5232.78 ms [2022-03-31 15:24:52 main:574] : INFO : Epoch 1841 | loss: 0.0312446 | val_loss: 0.0312468 | Time: 5175.28 ms [2022-03-31 15:24:57 main:574] : INFO : Epoch 1842 | loss: 0.0312449 | val_loss: 0.0312464 | Time: 5284.06 ms [2022-03-31 15:25:03 main:574] : INFO : Epoch 1843 | loss: 0.0312456 | val_loss: 0.0312431 | Time: 5194.58 ms [2022-03-31 15:25:08 main:574] : INFO : Epoch 1844 | loss: 0.0312439 | val_loss: 0.0312482 | Time: 5214.11 ms [2022-03-31 15:25:13 main:574] : INFO : Epoch 1845 | loss: 0.0312453 | val_loss: 0.0312432 | Time: 5228.46 ms [2022-03-31 15:25:19 main:574] : INFO : Epoch 1846 | loss: 0.0312436 | val_loss: 0.0312467 | Time: 5199.81 ms [2022-03-31 15:25:24 main:574] : INFO : Epoch 1847 | loss: 0.0312444 | val_loss: 0.0312442 | Time: 5226.33 ms [2022-03-31 15:25:30 main:574] : INFO : Epoch 1848 | loss: 0.0312436 | val_loss: 0.031244 | Time: 5227.85 ms [2022-03-31 15:25:35 main:574] : INFO : Epoch 1849 | loss: 0.0312435 | val_loss: 0.0312421 | Time: 5263.37 ms [2022-03-31 15:25:41 main:574] : INFO : Epoch 1850 | loss: 0.0312443 | val_loss: 0.0312496 | Time: 5187.96 ms [2022-03-31 15:25:48 main:574] : INFO : Epoch 1851 | loss: 0.0312462 | val_loss: 0.0312446 | Time: 5263.29 ms [2022-03-31 15:25:53 main:574] : INFO : Epoch 1852 | loss: 0.0312464 | val_loss: 0.0312438 | Time: 5160.44 ms [2022-03-31 15:25:59 main:574] : INFO : Epoch 1853 | loss: 0.0312441 | val_loss: 0.031244 | Time: 5168.93 ms [2022-03-31 15:26:04 main:574] : INFO : Epoch 1854 | loss: 0.031244 | val_loss: 0.0312432 | Time: 5262.71 ms [2022-03-31 15:26:09 main:574] : INFO : Epoch 1855 | loss: 0.0312434 | val_loss: 0.0312436 | Time: 5211.51 ms [2022-03-31 15:26:14 main:574] : INFO : Epoch 1856 | loss: 0.0312434 | val_loss: 0.0312429 | Time: 5222.88 ms [2022-03-31 15:26:20 main:574] : INFO : Epoch 1857 | loss: 0.0312443 | val_loss: 0.0312421 | Time: 5271.9 ms [2022-03-31 15:26:25 main:574] : INFO : Epoch 1858 | loss: 0.0312437 | val_loss: 0.0312431 | Time: 5275.53 ms [2022-03-31 15:26:32 main:574] : INFO : Epoch 1859 | loss: 0.031244 | val_loss: 0.0312433 | Time: 5220.39 ms [2022-03-31 15:26:37 main:574] : INFO : Epoch 1860 | loss: 0.0312441 | val_loss: 0.031245 | Time: 5225.43 ms [2022-03-31 15:26:43 main:574] : INFO : Epoch 1861 | loss: 0.0312443 | val_loss: 0.0312437 | Time: 5279.54 ms [2022-03-31 15:26:48 main:574] : INFO : Epoch 1862 | loss: 0.0312444 | val_loss: 0.031243 | Time: 5160.91 ms [2022-03-31 15:26:53 main:574] : INFO : Epoch 1863 | loss: 0.0312445 | val_loss: 0.0312466 | Time: 5272.64 ms [2022-03-31 15:26:59 main:574] : INFO : Epoch 1864 | loss: 0.0312447 | val_loss: 0.0312431 | Time: 5180.59 ms [2022-03-31 15:27:04 main:574] : INFO : Epoch 1865 | loss: 0.0312437 | val_loss: 0.0312428 | Time: 5219.36 ms [2022-03-31 15:27:10 main:574] : INFO : Epoch 1866 | loss: 0.0312433 | val_loss: 0.031242 | Time: 5219.96 ms [2022-03-31 15:27:15 main:574] : INFO : Epoch 1867 | loss: 0.0312438 | val_loss: 0.0312428 | Time: 5238.61 ms [2022-03-31 15:27:20 main:574] : INFO : Epoch 1868 | loss: 0.0312432 | val_loss: 0.0312431 | Time: 5268.7 ms [2022-03-31 15:27:25 main:574] : INFO : Epoch 1869 | loss: 0.0312435 | val_loss: 0.0312426 | Time: 5286.83 ms [2022-03-31 15:27:32 main:574] : INFO : Epoch 1870 | loss: 0.0312438 | val_loss: 0.0312444 | Time: 5226.03 ms [2022-03-31 15:27:37 main:574] : INFO : Epoch 1871 | loss: 0.0312439 | val_loss: 0.0312439 | Time: 5273.7 ms [2022-03-31 15:27:42 main:574] : INFO : Epoch 1872 | loss: 0.0312451 | val_loss: 0.0312426 | Time: 5205.54 ms [2022-03-31 15:27:48 main:574] : INFO : Epoch 1873 | loss: 0.0312433 | val_loss: 0.0312424 | Time: 5184.26 ms [2022-03-31 15:27:53 main:574] : INFO : Epoch 1874 | loss: 0.0312439 | val_loss: 0.0312426 | Time: 5224.97 ms [2022-03-31 15:27:58 main:574] : INFO : Epoch 1875 | loss: 0.0312433 | val_loss: 0.0312428 | Time: 5267.24 ms [2022-03-31 15:28:03 main:574] : INFO : Epoch 1876 | loss: 0.0312434 | val_loss: 0.0312429 | Time: 5230.93 ms [2022-03-31 15:28:09 main:574] : INFO : Epoch 1877 | loss: 0.0312439 | val_loss: 0.031245 | Time: 5229.01 ms [2022-03-31 15:28:14 main:574] : INFO : Epoch 1878 | loss: 0.0312451 | val_loss: 0.031243 | Time: 5243.73 ms [2022-03-31 15:28:20 main:574] : INFO : Epoch 1879 | loss: 0.0312454 | val_loss: 0.0312458 | Time: 5281.97 ms [2022-03-31 15:28:25 main:574] : INFO : Epoch 1880 | loss: 0.0312442 | val_loss: 0.0312434 | Time: 5229.98 ms [2022-03-31 15:28:31 main:574] : INFO : Epoch 1881 | loss: 0.0312442 | val_loss: 0.0312426 | Time: 5214.11 ms [2022-03-31 15:28:37 main:574] : INFO : Epoch 1882 | loss: 0.031244 | val_loss: 0.0312439 | Time: 5230.91 ms [2022-03-31 15:28:43 main:574] : INFO : Epoch 1883 | loss: 0.0312436 | val_loss: 0.0312434 | Time: 5179.37 ms [2022-03-31 15:28:48 main:574] : INFO : Epoch 1884 | loss: 0.0312449 | val_loss: 0.0312428 | Time: 5242.51 ms [2022-03-31 15:28:54 main:574] : INFO : Epoch 1885 | loss: 0.0312447 | val_loss: 0.0312425 | Time: 5246.43 ms [2022-03-31 15:28:59 main:574] : INFO : Epoch 1886 | loss: 0.0312433 | val_loss: 0.0312425 | Time: 5216.58 ms [2022-03-31 15:29:05 main:574] : INFO : Epoch 1887 | loss: 0.0312446 | val_loss: 0.0312451 | Time: 5269.03 ms [2022-03-31 15:29:10 main:574] : INFO : Epoch 1888 | loss: 0.0312457 | val_loss: 0.0312445 | Time: 5227.75 ms [2022-03-31 15:29:16 main:574] : INFO : Epoch 1889 | loss: 0.0312439 | val_loss: 0.0312421 | Time: 5194 ms [2022-03-31 15:29:21 main:574] : INFO : Epoch 1890 | loss: 0.0312434 | val_loss: 0.0312431 | Time: 5220.67 ms [2022-03-31 15:29:27 main:574] : INFO : Epoch 1891 | loss: 0.0312437 | val_loss: 0.031243 | Time: 5242.91 ms [2022-03-31 15:29:32 main:574] : INFO : Epoch 1892 | loss: 0.0312435 | val_loss: 0.0312436 | Time: 5215.08 ms [2022-03-31 15:29:37 main:574] : INFO : Epoch 1893 | loss: 0.031244 | val_loss: 0.0312438 | Time: 5249.44 ms [2022-03-31 15:29:43 main:574] : INFO : Epoch 1894 | loss: 0.0312432 | val_loss: 0.0312426 | Time: 5213.76 ms [2022-03-31 15:29:48 main:574] : INFO : Epoch 1895 | loss: 0.0312434 | val_loss: 0.0312436 | Time: 5147.08 ms [2022-03-31 15:29:53 main:574] : INFO : Epoch 1896 | loss: 0.0312438 | val_loss: 0.0312436 | Time: 5175.32 ms [2022-03-31 15:29:58 main:574] : INFO : Epoch 1897 | loss: 0.0312452 | val_loss: 0.0312443 | Time: 5192.23 ms [2022-03-31 15:30:04 main:574] : INFO : Epoch 1898 | loss: 0.0312435 | val_loss: 0.031242 | Time: 5127.35 ms [2022-03-31 15:30:09 main:574] : INFO : Epoch 1899 | loss: 0.0312443 | val_loss: 0.0312452 | Time: 5197.41 ms [2022-03-31 15:30:15 main:574] : INFO : Epoch 1900 | loss: 0.0312443 | val_loss: 0.0312441 | Time: 5248.29 ms [2022-03-31 15:30:21 main:574] : INFO : Epoch 1901 | loss: 0.0312432 | val_loss: 0.0312426 | Time: 5207.66 ms [2022-03-31 15:30:27 main:574] : INFO : Epoch 1902 | loss: 0.031244 | val_loss: 0.0312435 | Time: 5253.89 ms [2022-03-31 15:30:32 main:574] : INFO : Epoch 1903 | loss: 0.0312449 | val_loss: 0.0312433 | Time: 5223.98 ms [2022-03-31 15:30:38 main:574] : INFO : Epoch 1904 | loss: 0.031244 | val_loss: 0.0312464 | Time: 5245.03 ms [2022-03-31 15:30:43 main:574] : INFO : Epoch 1905 | loss: 0.0312442 | val_loss: 0.0312424 | Time: 5232.52 ms [2022-03-31 15:30:49 main:574] : INFO : Epoch 1906 | loss: 0.0312439 | val_loss: 0.0312432 | Time: 5185.6 ms [2022-03-31 15:30:55 main:574] : INFO : Epoch 1907 | loss: 0.0312437 | val_loss: 0.0312491 | Time: 5255.84 ms [2022-03-31 15:31:00 main:574] : INFO : Epoch 1908 | loss: 0.0312456 | val_loss: 0.0312445 | Time: 5252.42 ms [2022-03-31 15:31:06 main:574] : INFO : Epoch 1909 | loss: 0.0312446 | val_loss: 0.031243 | Time: 5207.23 ms [2022-03-31 15:31:12 main:574] : INFO : Epoch 1910 | loss: 0.0312447 | val_loss: 0.0312434 | Time: 5306.69 ms [2022-03-31 15:31:17 main:574] : INFO : Epoch 1911 | loss: 0.0312448 | val_loss: 0.0312428 | Time: 5219.28 ms [2022-03-31 15:31:22 main:574] : INFO : Epoch 1912 | loss: 0.0312446 | val_loss: 0.0312436 | Time: 5272.07 ms [2022-03-31 15:31:28 main:574] : INFO : Epoch 1913 | loss: 0.0312441 | val_loss: 0.0312452 | Time: 5214.78 ms [2022-03-31 15:31:33 main:574] : INFO : Epoch 1914 | loss: 0.0312431 | val_loss: 0.0312432 | Time: 5190.21 ms [2022-03-31 15:31:38 main:574] : INFO : Epoch 1915 | loss: 0.0312435 | val_loss: 0.0312421 | Time: 5232.84 ms [2022-03-31 15:31:43 main:574] : INFO : Epoch 1916 | loss: 0.0312435 | val_loss: 0.031243 | Time: 5229.37 ms [2022-03-31 15:31:49 main:574] : INFO : Epoch 1917 | loss: 0.0312437 | val_loss: 0.0312445 | Time: 5237.97 ms [2022-03-31 15:31:54 main:574] : INFO : Epoch 1918 | loss: 0.0312446 | val_loss: 0.0312425 | Time: 5263.66 ms [2022-03-31 15:32:00 main:574] : INFO : Epoch 1919 | loss: 0.031243 | val_loss: 0.031242 | Time: 5182.63 ms [2022-03-31 15:32:05 main:574] : INFO : Epoch 1920 | loss: 0.0312436 | val_loss: 0.0312448 | Time: 5228.32 ms [2022-03-31 15:32:10 main:574] : INFO : Epoch 1921 | loss: 0.0312447 | val_loss: 0.0312479 | Time: 5187.63 ms [2022-03-31 15:32:16 main:574] : INFO : Epoch 1922 | loss: 0.0312552 | val_loss: 0.0312615 | Time: 5193.7 ms [2022-03-31 15:32:21 main:574] : INFO : Epoch 1923 | loss: 0.0312518 | val_loss: 0.0312444 | Time: 5223.34 ms [2022-03-31 15:32:27 main:574] : INFO : Epoch 1924 | loss: 0.0312465 | val_loss: 0.0312468 | Time: 5292.95 ms [2022-03-31 15:32:33 main:574] : INFO : Epoch 1925 | loss: 0.0312446 | val_loss: 0.031244 | Time: 5278.31 ms [2022-03-31 15:32:38 main:574] : INFO : Epoch 1926 | loss: 0.0312435 | val_loss: 0.0312421 | Time: 5259.07 ms [2022-03-31 15:32:44 main:574] : INFO : Epoch 1927 | loss: 0.0312434 | val_loss: 0.0312428 | Time: 5199.59 ms [2022-03-31 15:32:49 main:574] : INFO : Epoch 1928 | loss: 0.0312435 | val_loss: 0.0312427 | Time: 5224.14 ms [2022-03-31 15:32:54 main:574] : INFO : Epoch 1929 | loss: 0.0312433 | val_loss: 0.0312435 | Time: 5251.72 ms [2022-03-31 15:32:59 main:574] : INFO : Epoch 1930 | loss: 0.0312431 | val_loss: 0.0312431 | Time: 5221.96 ms [2022-03-31 15:33:05 main:574] : INFO : Epoch 1931 | loss: 0.0312434 | val_loss: 0.0312423 | Time: 5223.11 ms [2022-03-31 15:33:10 main:574] : INFO : Epoch 1932 | loss: 0.0312438 | val_loss: 0.0312431 | Time: 5237.24 ms [2022-03-31 15:33:16 main:574] : INFO : Epoch 1933 | loss: 0.0312434 | val_loss: 0.0312421 | Time: 5276.93 ms [2022-03-31 15:33:21 main:574] : INFO : Epoch 1934 | loss: 0.031243 | val_loss: 0.0312425 | Time: 5191.93 ms [2022-03-31 15:33:26 main:574] : INFO : Epoch 1935 | loss: 0.0312433 | val_loss: 0.0312427 | Time: 5195.31 ms [2022-03-31 15:33:32 main:574] : INFO : Epoch 1936 | loss: 0.0312434 | val_loss: 0.0312423 | Time: 5270.38 ms [2022-03-31 15:33:37 main:574] : INFO : Epoch 1937 | loss: 0.0312434 | val_loss: 0.0312423 | Time: 5176.7 ms [2022-03-31 15:33:42 main:574] : INFO : Epoch 1938 | loss: 0.0312438 | val_loss: 0.0312436 | Time: 5209.96 ms [2022-03-31 15:33:48 main:574] : INFO : Epoch 1939 | loss: 0.031244 | val_loss: 0.0312439 | Time: 5221.58 ms [2022-03-31 15:33:53 main:574] : INFO : Epoch 1940 | loss: 0.0312441 | val_loss: 0.0312435 | Time: 5281.59 ms [2022-03-31 15:33:58 main:574] : INFO : Epoch 1941 | loss: 0.0312439 | val_loss: 0.0312462 | Time: 5202.25 ms [2022-03-31 15:34:03 main:574] : INFO : Epoch 1942 | loss: 0.0312446 | val_loss: 0.0312421 | Time: 5239.15 ms [2022-03-31 15:34:09 main:574] : INFO : Epoch 1943 | loss: 0.031244 | val_loss: 0.0312451 | Time: 5253.64 ms [2022-03-31 15:34:14 main:574] : INFO : Epoch 1944 | loss: 0.0312441 | val_loss: 0.0312424 | Time: 5272.98 ms [2022-03-31 15:34:19 main:574] : INFO : Epoch 1945 | loss: 0.031244 | val_loss: 0.0312445 | Time: 5257.66 ms [2022-03-31 15:34:25 main:574] : INFO : Epoch 1946 | loss: 0.0312443 | val_loss: 0.0312423 | Time: 5218.79 ms [2022-03-31 15:34:31 main:574] : INFO : Epoch 1947 | loss: 0.0312442 | val_loss: 0.031243 | Time: 5282.2 ms [2022-03-31 15:34:36 main:574] : INFO : Epoch 1948 | loss: 0.0312433 | val_loss: 0.0312424 | Time: 5210.52 ms [2022-03-31 15:34:41 main:574] : INFO : Epoch 1949 | loss: 0.0312434 | val_loss: 0.0312427 | Time: 5223.45 ms [2022-03-31 15:34:46 main:574] : INFO : Epoch 1950 | loss: 0.0312432 | val_loss: 0.0312425 | Time: 5223.44 ms [2022-03-31 15:34:52 main:574] : INFO : Epoch 1951 | loss: 0.0312432 | val_loss: 0.0312425 | Time: 5212.65 ms [2022-03-31 15:34:57 main:574] : INFO : Epoch 1952 | loss: 0.0312429 | val_loss: 0.0312422 | Time: 5191.62 ms [2022-03-31 15:35:03 main:574] : INFO : Epoch 1953 | loss: 0.0312433 | val_loss: 0.0312426 | Time: 5237.76 ms [2022-03-31 15:35:08 main:574] : INFO : Epoch 1954 | loss: 0.031244 | val_loss: 0.0312424 | Time: 5227.41 ms [2022-03-31 15:35:13 main:574] : INFO : Epoch 1955 | loss: 0.0312446 | val_loss: 0.0312435 | Time: 5217.04 ms [2022-03-31 15:35:18 main:574] : INFO : Epoch 1956 | loss: 0.0312449 | val_loss: 0.0312438 | Time: 5225.15 ms [2022-03-31 15:35:24 main:574] : INFO : Epoch 1957 | loss: 0.0312431 | val_loss: 0.0312424 | Time: 5229.74 ms [2022-03-31 15:35:29 main:574] : INFO : Epoch 1958 | loss: 0.0312437 | val_loss: 0.031244 | Time: 5238.66 ms [2022-03-31 15:35:35 main:574] : INFO : Epoch 1959 | loss: 0.0312436 | val_loss: 0.031243 | Time: 5228.06 ms [2022-03-31 15:35:41 main:574] : INFO : Epoch 1960 | loss: 0.0312434 | val_loss: 0.0312435 | Time: 5183.27 ms [2022-03-31 15:35:47 main:574] : INFO : Epoch 1961 | loss: 0.0312444 | val_loss: 0.0312425 | Time: 5252.02 ms [2022-03-31 15:35:53 main:574] : INFO : Epoch 1962 | loss: 0.0312448 | val_loss: 0.0312423 | Time: 5240.12 ms [2022-03-31 15:35:58 main:574] : INFO : Epoch 1963 | loss: 0.0312433 | val_loss: 0.0312427 | Time: 5221.04 ms [2022-03-31 15:36:03 main:574] : INFO : Epoch 1964 | loss: 0.0312437 | val_loss: 0.031246 | Time: 5227.75 ms [2022-03-31 15:36:09 main:574] : INFO : Epoch 1965 | loss: 0.0312438 | val_loss: 0.0312437 | Time: 5219.82 ms [2022-03-31 15:36:14 main:574] : INFO : Epoch 1966 | loss: 0.0312436 | val_loss: 0.0312426 | Time: 5271.78 ms [2022-03-31 15:36:19 main:574] : INFO : Epoch 1967 | loss: 0.0312434 | val_loss: 0.0312433 | Time: 5180.81 ms [2022-03-31 15:36:24 main:574] : INFO : Epoch 1968 | loss: 0.0312458 | val_loss: 0.0312481 | Time: 5236.47 ms [2022-03-31 15:36:30 main:574] : INFO : Epoch 1969 | loss: 0.0312454 | val_loss: 0.0312438 | Time: 5230.02 ms [2022-03-31 15:36:35 main:574] : INFO : Epoch 1970 | loss: 0.0312431 | val_loss: 0.0312426 | Time: 5180.47 ms [2022-03-31 15:36:40 main:574] : INFO : Epoch 1971 | loss: 0.0312438 | val_loss: 0.0312425 | Time: 5230.87 ms [2022-03-31 15:36:45 main:574] : INFO : Epoch 1972 | loss: 0.0312431 | val_loss: 0.0312424 | Time: 5273.57 ms [2022-03-31 15:36:51 main:574] : INFO : Epoch 1973 | loss: 0.0312438 | val_loss: 0.0312451 | Time: 5243.49 ms [2022-03-31 15:36:56 main:574] : INFO : Epoch 1974 | loss: 0.031243 | val_loss: 0.0312426 | Time: 5155.5 ms [2022-03-31 15:37:02 main:574] : INFO : Epoch 1975 | loss: 0.0312431 | val_loss: 0.0312421 | Time: 5191.9 ms [2022-03-31 15:37:08 main:574] : INFO : Epoch 1976 | loss: 0.0312436 | val_loss: 0.0312425 | Time: 5273.08 ms [2022-03-31 15:37:13 main:574] : INFO : Epoch 1977 | loss: 0.0312436 | val_loss: 0.0312429 | Time: 5234.24 ms [2022-03-31 15:37:20 main:574] : INFO : Epoch 1978 | loss: 0.031245 | val_loss: 0.0312423 | Time: 5257.19 ms [2022-03-31 15:37:26 main:574] : INFO : Epoch 1979 | loss: 0.0312433 | val_loss: 0.0312441 | Time: 5183.06 ms [2022-03-31 15:37:31 main:574] : INFO : Epoch 1980 | loss: 0.0312431 | val_loss: 0.0312433 | Time: 5251.11 ms [2022-03-31 15:37:36 main:574] : INFO : Epoch 1981 | loss: 0.0312437 | val_loss: 0.0312431 | Time: 5239.83 ms [2022-03-31 15:37:42 main:574] : INFO : Epoch 1982 | loss: 0.0312438 | val_loss: 0.0312427 | Time: 5250.07 ms [2022-03-31 15:37:47 main:574] : INFO : Epoch 1983 | loss: 0.0312433 | val_loss: 0.0312421 | Time: 5194.2 ms [2022-03-31 15:37:52 main:574] : INFO : Epoch 1984 | loss: 0.0312438 | val_loss: 0.0312436 | Time: 5231.34 ms [2022-03-31 15:37:58 main:574] : INFO : Epoch 1985 | loss: 0.0312433 | val_loss: 0.0312423 | Time: 5175.62 ms [2022-03-31 15:38:03 main:574] : INFO : Epoch 1986 | loss: 0.0312435 | val_loss: 0.0312429 | Time: 5215.85 ms [2022-03-31 15:38:08 main:574] : INFO : Epoch 1987 | loss: 0.0312434 | val_loss: 0.0312438 | Time: 5167.18 ms [2022-03-31 15:38:14 main:574] : INFO : Epoch 1988 | loss: 0.0312436 | val_loss: 0.031245 | Time: 5181.46 ms [2022-03-31 15:38:20 main:574] : INFO : Epoch 1989 | loss: 0.0312442 | val_loss: 0.0312426 | Time: 5256.75 ms [2022-03-31 15:38:25 main:574] : INFO : Epoch 1990 | loss: 0.0312453 | val_loss: 0.0312436 | Time: 5255.28 ms [2022-03-31 15:38:30 main:574] : INFO : Epoch 1991 | loss: 0.0312444 | val_loss: 0.0312446 | Time: 5203.91 ms [2022-03-31 15:38:36 main:574] : INFO : Epoch 1992 | loss: 0.0312437 | val_loss: 0.0312442 | Time: 5204.28 ms [2022-03-31 15:38:41 main:574] : INFO : Epoch 1993 | loss: 0.0312442 | val_loss: 0.031242 | Time: 5197.71 ms [2022-03-31 15:38:46 main:574] : INFO : Epoch 1994 | loss: 0.031244 | val_loss: 0.0312423 | Time: 5214.82 ms [2022-03-31 15:38:52 main:574] : INFO : Epoch 1995 | loss: 0.0312435 | val_loss: 0.0312421 | Time: 5214.34 ms [2022-03-31 15:38:57 main:574] : INFO : Epoch 1996 | loss: 0.0312441 | val_loss: 0.0312428 | Time: 5276.44 ms [2022-03-31 15:39:03 main:574] : INFO : Epoch 1997 | loss: 0.0312446 | val_loss: 0.0312423 | Time: 5180.93 ms [2022-03-31 15:39:08 main:574] : INFO : Epoch 1998 | loss: 0.0312431 | val_loss: 0.0312426 | Time: 5241.74 ms [2022-03-31 15:39:14 main:574] : INFO : Epoch 1999 | loss: 0.0312431 | val_loss: 0.0312436 | Time: 5201.67 ms [2022-03-31 15:39:19 main:574] : INFO : Epoch 2000 | loss: 0.0312436 | val_loss: 0.0312426 | Time: 5224.32 ms [2022-03-31 15:39:25 main:574] : INFO : Epoch 2001 | loss: 0.0312432 | val_loss: 0.031243 | Time: 5260.42 ms [2022-03-31 15:39:30 main:574] : INFO : Epoch 2002 | loss: 0.0312437 | val_loss: 0.0312429 | Time: 5235.22 ms [2022-03-31 15:39:36 main:574] : INFO : Epoch 2003 | loss: 0.031243 | val_loss: 0.0312422 | Time: 5191.12 ms [2022-03-31 15:39:41 main:574] : INFO : Epoch 2004 | loss: 0.031243 | val_loss: 0.0312429 | Time: 5215.69 ms [2022-03-31 15:39:46 main:574] : INFO : Epoch 2005 | loss: 0.0312434 | val_loss: 0.0312437 | Time: 5189.35 ms [2022-03-31 15:39:52 main:574] : INFO : Epoch 2006 | loss: 0.0312444 | val_loss: 0.0312426 | Time: 5237.09 ms [2022-03-31 15:39:57 main:574] : INFO : Epoch 2007 | loss: 0.0312442 | val_loss: 0.0312465 | Time: 5265.31 ms [2022-03-31 15:40:02 main:574] : INFO : Epoch 2008 | loss: 0.0312443 | val_loss: 0.0312475 | Time: 5212.35 ms [2022-03-31 15:40:08 main:574] : INFO : Epoch 2009 | loss: 0.0312444 | val_loss: 0.0312447 | Time: 5248.5 ms [2022-03-31 15:40:14 main:574] : INFO : Epoch 2010 | loss: 0.0312441 | val_loss: 0.031243 | Time: 5258.29 ms [2022-03-31 15:40:19 main:574] : INFO : Epoch 2011 | loss: 0.0312434 | val_loss: 0.0312427 | Time: 5244.01 ms [2022-03-31 15:40:25 main:574] : INFO : Epoch 2012 | loss: 0.031243 | val_loss: 0.0312439 | Time: 5211.81 ms [2022-03-31 15:40:31 main:574] : INFO : Epoch 2013 | loss: 0.0312447 | val_loss: 0.0312427 | Time: 5233.21 ms [2022-03-31 15:40:36 main:574] : INFO : Epoch 2014 | loss: 0.0312463 | val_loss: 0.0312439 | Time: 5268.81 ms [2022-03-31 15:40:42 main:574] : INFO : Epoch 2015 | loss: 0.0312499 | val_loss: 0.0312781 | Time: 5313.83 ms [2022-03-31 15:40:47 main:574] : INFO : Epoch 2016 | loss: 0.0312552 | val_loss: 0.0312447 | Time: 5222.85 ms [2022-03-31 15:40:52 main:574] : INFO : Epoch 2017 | loss: 0.0312458 | val_loss: 0.0312443 | Time: 5241.79 ms [2022-03-31 15:40:58 main:574] : INFO : Epoch 2018 | loss: 0.0312444 | val_loss: 0.0312443 | Time: 5165.87 ms [2022-03-31 15:41:03 main:574] : INFO : Epoch 2019 | loss: 0.0312443 | val_loss: 0.0312426 | Time: 5222.9 ms [2022-03-31 15:41:08 main:574] : INFO : Epoch 2020 | loss: 0.0312433 | val_loss: 0.0312425 | Time: 5219.3 ms [2022-03-31 15:41:13 main:574] : INFO : Epoch 2021 | loss: 0.031243 | val_loss: 0.0312427 | Time: 5184.08 ms [2022-03-31 15:41:19 main:574] : INFO : Epoch 2022 | loss: 0.0312434 | val_loss: 0.031244 | Time: 5220.05 ms [2022-03-31 15:41:24 main:574] : INFO : Epoch 2023 | loss: 0.0312436 | val_loss: 0.0312427 | Time: 5217.57 ms [2022-03-31 15:41:29 main:574] : INFO : Epoch 2024 | loss: 0.0312442 | val_loss: 0.0312429 | Time: 5256.95 ms [2022-03-31 15:41:35 main:574] : INFO : Epoch 2025 | loss: 0.0312436 | val_loss: 0.0312425 | Time: 5230.06 ms [2022-03-31 15:41:41 main:574] : INFO : Epoch 2026 | loss: 0.0312447 | val_loss: 0.031244 | Time: 5251.55 ms [2022-03-31 15:41:47 main:574] : INFO : Epoch 2027 | loss: 0.0312462 | val_loss: 0.0312437 | Time: 5231.33 ms [2022-03-31 15:41:52 main:574] : INFO : Epoch 2028 | loss: 0.0312431 | val_loss: 0.0312424 | Time: 5198.55 ms [2022-03-31 15:41:57 main:574] : INFO : Epoch 2029 | loss: 0.0312434 | val_loss: 0.0312444 | Time: 5164.31 ms [2022-03-31 15:42:02 main:574] : INFO : Epoch 2030 | loss: 0.0312447 | val_loss: 0.0312449 | Time: 5339.48 ms [2022-03-31 15:42:08 main:574] : INFO : Epoch 2031 | loss: 0.0312454 | val_loss: 0.0312449 | Time: 5163.28 ms [2022-03-31 15:42:13 main:574] : INFO : Epoch 2032 | loss: 0.0312434 | val_loss: 0.0312431 | Time: 5246.97 ms [2022-03-31 15:42:18 main:574] : INFO : Epoch 2033 | loss: 0.0312431 | val_loss: 0.0312424 | Time: 5194.92 ms [2022-03-31 15:42:24 main:574] : INFO : Epoch 2034 | loss: 0.031243 | val_loss: 0.0312426 | Time: 5203.87 ms [2022-03-31 15:42:29 main:574] : INFO : Epoch 2035 | loss: 0.0312432 | val_loss: 0.0312435 | Time: 5166.91 ms [2022-03-31 15:42:34 main:574] : INFO : Epoch 2036 | loss: 0.0312454 | val_loss: 0.0312444 | Time: 5213.34 ms [2022-03-31 15:42:40 main:574] : INFO : Epoch 2037 | loss: 0.0312437 | val_loss: 0.0312423 | Time: 5264.77 ms [2022-03-31 15:42:45 main:574] : INFO : Epoch 2038 | loss: 0.0312439 | val_loss: 0.0312431 | Time: 5187.72 ms [2022-03-31 15:42:50 main:574] : INFO : Epoch 2039 | loss: 0.0312436 | val_loss: 0.0312423 | Time: 5249.35 ms [2022-03-31 15:42:56 main:574] : INFO : Epoch 2040 | loss: 0.0312433 | val_loss: 0.0312437 | Time: 5232.13 ms [2022-03-31 15:43:02 main:574] : INFO : Epoch 2041 | loss: 0.0312435 | val_loss: 0.0312423 | Time: 5230.02 ms [2022-03-31 15:43:07 main:574] : INFO : Epoch 2042 | loss: 0.0312438 | val_loss: 0.0312433 | Time: 5257.9 ms [2022-03-31 15:43:13 main:574] : INFO : Epoch 2043 | loss: 0.0312446 | val_loss: 0.0312428 | Time: 5250.23 ms [2022-03-31 15:43:18 main:574] : INFO : Epoch 2044 | loss: 0.0312432 | val_loss: 0.0312419 | Time: 5166.97 ms [2022-03-31 15:43:23 main:574] : INFO : Epoch 2045 | loss: 0.0312436 | val_loss: 0.0312424 | Time: 5248.57 ms [2022-03-31 15:43:29 main:574] : INFO : Epoch 2046 | loss: 0.0312446 | val_loss: 0.0312428 | Time: 5213.27 ms [2022-03-31 15:43:34 main:574] : INFO : Epoch 2047 | loss: 0.0312433 | val_loss: 0.0312418 | Time: 5160.99 ms [2022-03-31 15:43:39 main:574] : INFO : Epoch 2048 | loss: 0.0312432 | val_loss: 0.0312421 | Time: 5266.11 ms [2022-03-31 15:43:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312421 [2022-03-31 15:43:39 main:603] : INFO : Saving end state to config to file [2022-03-31 15:43:39 main:608] : INFO : Success, exiting.. 15:43:39 (19464): 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)