Task 14543776
| Name | ParityModified-1647045668-22943-3-0_0 |
| Workunit | 11574819 |
| Created | 7 Apr 2022, 18:54:59 UTC |
| Sent | 10 Apr 2022, 12:28:29 UTC |
| Report deadline | 18 Apr 2022, 12:28:29 UTC |
| Received | 10 Apr 2022, 16:39:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 2 hours 54 min 2 sec |
| CPU time | 2 hours 53 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| 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> och 1542 | loss: 0.0312388 | val_loss: 0.0312399 | Time: 5257.96 ms [2022-04-10 07:56:33 main:574] : INFO : Epoch 1543 | loss: 0.0312376 | val_loss: 0.0312368 | Time: 5240.75 ms [2022-04-10 07:56:38 main:574] : INFO : Epoch 1544 | loss: 0.0312378 | val_loss: 0.0312369 | Time: 5200.72 ms [2022-04-10 07:56:44 main:574] : INFO : Epoch 1545 | loss: 0.0312374 | val_loss: 0.0312368 | Time: 5250.31 ms [2022-04-10 07:56:49 main:574] : INFO : Epoch 1546 | loss: 0.0312363 | val_loss: 0.0312383 | Time: 5265.73 ms [2022-04-10 07:56:54 main:574] : INFO : Epoch 1547 | loss: 0.0312365 | val_loss: 0.0312369 | Time: 5239.49 ms [2022-04-10 07:56:59 main:574] : INFO : Epoch 1548 | loss: 0.0312362 | val_loss: 0.0312358 | Time: 5219.32 ms [2022-04-10 07:57:05 main:574] : INFO : Epoch 1549 | loss: 0.0312384 | val_loss: 0.0312359 | Time: 5211.87 ms [2022-04-10 07:57:10 main:574] : INFO : Epoch 1550 | loss: 0.0312389 | val_loss: 0.0312371 | Time: 5242.81 ms [2022-04-10 07:57:15 main:574] : INFO : Epoch 1551 | loss: 0.0312375 | val_loss: 0.0312378 | Time: 5195.87 ms [2022-04-10 07:57:20 main:574] : INFO : Epoch 1552 | loss: 0.0312375 | val_loss: 0.031236 | Time: 5240.53 ms [2022-04-10 07:57:25 main:574] : INFO : Epoch 1553 | loss: 0.0312376 | val_loss: 0.0312385 | Time: 5230.36 ms [2022-04-10 07:57:31 main:574] : INFO : Epoch 1554 | loss: 0.0312376 | val_loss: 0.0312371 | Time: 5254.38 ms [2022-04-10 07:57:36 main:574] : INFO : Epoch 1555 | loss: 0.0312368 | val_loss: 0.0312425 | Time: 5221.26 ms [2022-04-10 07:57:41 main:574] : INFO : Epoch 1556 | loss: 0.0312384 | val_loss: 0.0312379 | Time: 5240.02 ms [2022-04-10 07:57:46 main:574] : INFO : Epoch 1557 | loss: 0.0312375 | val_loss: 0.0312368 | Time: 5245.82 ms [2022-04-10 07:57:52 main:574] : INFO : Epoch 1558 | loss: 0.0312383 | val_loss: 0.03124 | Time: 5209.46 ms [2022-04-10 07:57:57 main:574] : INFO : Epoch 1559 | loss: 0.0312381 | val_loss: 0.0312367 | Time: 5254.08 ms [2022-04-10 07:58:02 main:574] : INFO : Epoch 1560 | loss: 0.0312421 | val_loss: 0.0312434 | Time: 5199.48 ms [2022-04-10 07:58:07 main:574] : INFO : Epoch 1561 | loss: 0.0313166 | val_loss: 0.0313513 | Time: 5224.27 ms [2022-04-10 07:58:13 main:574] : INFO : Epoch 1562 | loss: 0.0342258 | val_loss: 0.0321042 | Time: 5202.5 ms [2022-04-10 07:58:18 main:574] : INFO : Epoch 1563 | loss: 0.0326227 | val_loss: 0.031424 | Time: 5228.71 ms [2022-04-10 07:58:23 main:574] : INFO : Epoch 1564 | loss: 0.0314221 | val_loss: 0.0313463 | Time: 5208.51 ms [2022-04-10 07:58:28 main:574] : INFO : Epoch 1565 | loss: 0.0312733 | val_loss: 0.0312489 | Time: 5181.75 ms [2022-04-10 07:58:33 main:574] : INFO : Epoch 1566 | loss: 0.0312466 | val_loss: 0.0312428 | Time: 5252.54 ms [2022-04-10 07:58:39 main:574] : INFO : Epoch 1567 | loss: 0.0312411 | val_loss: 0.0312397 | Time: 5229.38 ms [2022-04-10 07:58:44 main:574] : INFO : Epoch 1568 | loss: 0.0312389 | val_loss: 0.0312382 | Time: 5221.76 ms [2022-04-10 07:58:49 main:574] : INFO : Epoch 1569 | loss: 0.0312371 | val_loss: 0.0312368 | Time: 5207.71 ms [2022-04-10 07:58:54 main:574] : INFO : Epoch 1570 | loss: 0.0312368 | val_loss: 0.0312361 | Time: 5224.17 ms [2022-04-10 07:59:00 main:574] : INFO : Epoch 1571 | loss: 0.0312365 | val_loss: 0.0312364 | Time: 5230.2 ms [2022-04-10 07:59:05 main:574] : INFO : Epoch 1572 | loss: 0.0312368 | val_loss: 0.0312359 | Time: 5180.25 ms [2022-04-10 07:59:10 main:574] : INFO : Epoch 1573 | loss: 0.0312364 | val_loss: 0.0312374 | Time: 5252.62 ms [2022-04-10 07:59:15 main:574] : INFO : Epoch 1574 | loss: 0.0312372 | val_loss: 0.031237 | Time: 5228.65 ms [2022-04-10 07:59:21 main:574] : INFO : Epoch 1575 | loss: 0.0312367 | val_loss: 0.0312355 | Time: 5248.91 ms [2022-04-10 07:59:26 main:574] : INFO : Epoch 1576 | loss: 0.031236 | val_loss: 0.0312355 | Time: 5221.19 ms [2022-04-10 07:59:31 main:574] : INFO : Epoch 1577 | loss: 0.0312359 | val_loss: 0.0312358 | Time: 5218.28 ms [2022-04-10 07:59:36 main:574] : INFO : Epoch 1578 | loss: 0.0312361 | val_loss: 0.0312352 | Time: 5230.54 ms [2022-04-10 07:59:41 main:574] : INFO : Epoch 1579 | loss: 0.0312363 | val_loss: 0.0312357 | Time: 5200.08 ms [2022-04-10 07:59:47 main:574] : INFO : Epoch 1580 | loss: 0.0312361 | val_loss: 0.031236 | Time: 5250.35 ms [2022-04-10 07:59:52 main:574] : INFO : Epoch 1581 | loss: 0.031236 | val_loss: 0.0312364 | Time: 5197.18 ms [2022-04-10 07:59:57 main:574] : INFO : Epoch 1582 | loss: 0.0312362 | val_loss: 0.0312355 | Time: 5255.28 ms [2022-04-10 08:00:02 main:574] : INFO : Epoch 1583 | loss: 0.0312359 | val_loss: 0.0312355 | Time: 5231.87 ms [2022-04-10 08:00:08 main:574] : INFO : Epoch 1584 | loss: 0.0312359 | val_loss: 0.0312355 | Time: 5248.66 ms [2022-04-10 08:00:13 main:574] : INFO : Epoch 1585 | loss: 0.031236 | val_loss: 0.0312363 | Time: 5265.18 ms [2022-04-10 08:00:18 main:574] : INFO : Epoch 1586 | loss: 0.0312365 | val_loss: 0.0312354 | Time: 5208.23 ms [2022-04-10 08:00:23 main:574] : INFO : Epoch 1587 | loss: 0.0312362 | val_loss: 0.0312355 | Time: 5289.59 ms [2022-04-10 08:00:29 main:574] : INFO : Epoch 1588 | loss: 0.031236 | val_loss: 0.0312355 | Time: 5250.16 ms [2022-04-10 08:00:34 main:574] : INFO : Epoch 1589 | loss: 0.0312359 | val_loss: 0.0312355 | Time: 5259.24 ms [2022-04-10 08:00:39 main:574] : INFO : Epoch 1590 | loss: 0.0312357 | val_loss: 0.0312354 | Time: 5243.06 ms [2022-04-10 08:00:45 main:574] : INFO : Epoch 1591 | loss: 0.0312359 | val_loss: 0.0312354 | Time: 5231.78 ms [2022-04-10 08:00:50 main:574] : INFO : Epoch 1592 | loss: 0.0312357 | val_loss: 0.0312352 | Time: 5251.93 ms [2022-04-10 08:00:55 main:574] : INFO : Epoch 1593 | loss: 0.0312356 | val_loss: 0.0312349 | Time: 5102.5 ms [2022-04-10 08:01:00 main:574] : INFO : Epoch 1594 | loss: 0.0312359 | val_loss: 0.0312358 | Time: 4752.81 ms [2022-04-10 08:01:05 main:574] : INFO : Epoch 1595 | loss: 0.0312358 | val_loss: 0.0312358 | Time: 5223.27 ms [2022-04-10 08:01:10 main:574] : INFO : Epoch 1596 | loss: 0.0312366 | val_loss: 0.0312353 | Time: 5240.28 ms [2022-04-10 08:01:15 main:574] : INFO : Epoch 1597 | loss: 0.0312359 | val_loss: 0.0312356 | Time: 5217.3 ms [2022-04-10 08:01:21 main:574] : INFO : Epoch 1598 | loss: 0.0312366 | val_loss: 0.0312356 | Time: 5231.15 ms [2022-04-10 08:01:26 main:574] : INFO : Epoch 1599 | loss: 0.0312361 | val_loss: 0.0312358 | Time: 5232.6 ms [2022-04-10 08:01:31 main:574] : INFO : Epoch 1600 | loss: 0.0312361 | val_loss: 0.0312354 | Time: 5188.58 ms [2022-04-10 08:01:36 main:574] : INFO : Epoch 1601 | loss: 0.0312359 | val_loss: 0.0312357 | Time: 5269.03 ms [2022-04-10 08:01:42 main:574] : INFO : Epoch 1602 | loss: 0.0312358 | val_loss: 0.0312353 | Time: 5239.94 ms [2022-04-10 08:01:47 main:574] : INFO : Epoch 1603 | loss: 0.0312371 | val_loss: 0.0312373 | Time: 5247.14 ms [2022-04-10 08:01:52 main:574] : INFO : Epoch 1604 | loss: 0.031236 | val_loss: 0.031236 | Time: 5152.19 ms [2022-04-10 08:01:57 main:574] : INFO : Epoch 1605 | loss: 0.0312357 | val_loss: 0.0312349 | Time: 5192.67 ms [2022-04-10 08:02:02 main:574] : INFO : Epoch 1606 | loss: 0.0312357 | val_loss: 0.0312348 | Time: 4962.36 ms [2022-04-10 08:02:07 main:574] : INFO : Epoch 1607 | loss: 0.0312362 | val_loss: 0.0312358 | Time: 5170.4 ms [2022-04-10 08:02:13 main:574] : INFO : Epoch 1608 | loss: 0.0312364 | val_loss: 0.0312366 | Time: 5262.57 ms [2022-04-10 08:02:17 main:574] : INFO : Epoch 1609 | loss: 0.0312361 | val_loss: 0.031236 | Time: 4875.08 ms [2022-04-10 08:02:23 main:574] : INFO : Epoch 1610 | loss: 0.0312363 | val_loss: 0.0312348 | Time: 5297.27 ms [2022-04-10 08:02:28 main:574] : INFO : Epoch 1611 | loss: 0.0312361 | val_loss: 0.0312364 | Time: 5273.2 ms [2022-04-10 08:02:33 main:574] : INFO : Epoch 1612 | loss: 0.031236 | val_loss: 0.0312358 | Time: 5262.94 ms [2022-04-10 08:02:39 main:574] : INFO : Epoch 1613 | loss: 0.0312358 | val_loss: 0.0312372 | Time: 5239.14 ms [2022-04-10 08:02:44 main:574] : INFO : Epoch 1614 | loss: 0.0312363 | val_loss: 0.0312357 | Time: 5246.51 ms [2022-04-10 08:02:49 main:574] : INFO : Epoch 1615 | loss: 0.0312381 | val_loss: 0.0312359 | Time: 5275.26 ms [2022-04-10 08:02:54 main:574] : INFO : Epoch 1616 | loss: 0.0312359 | val_loss: 0.0312348 | Time: 5252.56 ms [2022-04-10 08:03:00 main:574] : INFO : Epoch 1617 | loss: 0.0312358 | val_loss: 0.0312354 | Time: 5237.87 ms [2022-04-10 08:03:05 main:574] : INFO : Epoch 1618 | loss: 0.0312378 | val_loss: 0.0312367 | Time: 5224.35 ms [2022-04-10 08:03:10 main:574] : INFO : Epoch 1619 | loss: 0.0312364 | val_loss: 0.0312348 | Time: 5222.39 ms [2022-04-10 08:03:15 main:574] : INFO : Epoch 1620 | loss: 0.0312361 | val_loss: 0.0312364 | Time: 5259.65 ms [2022-04-10 08:03:21 main:574] : INFO : Epoch 1621 | loss: 0.0312363 | val_loss: 0.0312357 | Time: 5200.68 ms [2022-04-10 08:03:26 main:574] : INFO : Epoch 1622 | loss: 0.0312362 | val_loss: 0.0312353 | Time: 5240.47 ms [2022-04-10 08:03:31 main:574] : INFO : Epoch 1623 | loss: 0.0312365 | val_loss: 0.031236 | Time: 5226.65 ms [2022-04-10 08:03:36 main:574] : INFO : Epoch 1624 | loss: 0.0312369 | val_loss: 0.0312365 | Time: 5243.49 ms [2022-04-10 08:03:41 main:574] : INFO : Epoch 1625 | loss: 0.0312364 | val_loss: 0.0312354 | Time: 5203.7 ms [2022-04-10 08:03:47 main:574] : INFO : Epoch 1626 | loss: 0.0312371 | val_loss: 0.0312363 | Time: 5235.35 ms [2022-04-10 08:03:52 main:574] : INFO : Epoch 1627 | loss: 0.0312368 | val_loss: 0.0312364 | Time: 5296.26 ms [2022-04-10 08:03:57 main:574] : INFO : Epoch 1628 | loss: 0.0312362 | val_loss: 0.0312354 | Time: 5204.29 ms [2022-04-10 08:04:02 main:574] : INFO : Epoch 1629 | loss: 0.0312363 | val_loss: 0.0312357 | Time: 4974.29 ms [2022-04-10 08:04:07 main:574] : INFO : Epoch 1630 | loss: 0.0312358 | val_loss: 0.0312357 | Time: 4810.84 ms [2022-04-10 08:04:12 main:574] : INFO : Epoch 1631 | loss: 0.0312356 | val_loss: 0.0312348 | Time: 4717.73 ms [2022-04-10 08:04:17 main:574] : INFO : Epoch 1632 | loss: 0.0312359 | val_loss: 0.0312349 | Time: 4794.14 ms [2022-04-10 08:04:21 main:574] : INFO : Epoch 1633 | loss: 0.0312356 | val_loss: 0.0312355 | Time: 4811.33 ms [2022-04-10 08:04:27 main:574] : INFO : Epoch 1634 | loss: 0.0312361 | val_loss: 0.0312352 | Time: 5223.17 ms [2022-04-10 08:04:32 main:574] : INFO : Epoch 1635 | loss: 0.0312362 | val_loss: 0.0312367 | Time: 5214.14 ms [2022-04-10 08:04:37 main:574] : INFO : Epoch 1636 | loss: 0.031236 | val_loss: 0.0312352 | Time: 5223.11 ms [2022-04-10 08:04:42 main:574] : INFO : Epoch 1637 | loss: 0.0312358 | val_loss: 0.0312372 | Time: 5232.1 ms [2022-04-10 08:04:47 main:574] : INFO : Epoch 1638 | loss: 0.0312364 | val_loss: 0.0312359 | Time: 4834.46 ms [2022-04-10 08:04:52 main:574] : INFO : Epoch 1639 | loss: 0.031236 | val_loss: 0.0312382 | Time: 4884.94 ms [2022-04-10 08:04:57 main:574] : INFO : Epoch 1640 | loss: 0.0312366 | val_loss: 0.0312366 | Time: 4871.54 ms [2022-04-10 08:05:02 main:574] : INFO : Epoch 1641 | loss: 0.0312356 | val_loss: 0.0312351 | Time: 4753.39 ms [2022-04-10 08:05:06 main:574] : INFO : Epoch 1642 | loss: 0.0312368 | val_loss: 0.0312361 | Time: 4706.88 ms [2022-04-10 08:05:12 main:574] : INFO : Epoch 1643 | loss: 0.0312364 | val_loss: 0.0312358 | Time: 5210.26 ms [2022-04-10 08:05:16 main:574] : INFO : Epoch 1644 | loss: 0.0312366 | val_loss: 0.0312355 | Time: 4731.31 ms [2022-04-10 08:05:21 main:574] : INFO : Epoch 1645 | loss: 0.0312364 | val_loss: 0.031236 | Time: 4701.22 ms [2022-04-10 08:05:26 main:574] : INFO : Epoch 1646 | loss: 0.0312362 | val_loss: 0.0312366 | Time: 4822.73 ms [2022-04-10 08:05:31 main:574] : INFO : Epoch 1647 | loss: 0.0312355 | val_loss: 0.0312351 | Time: 4904.12 ms [2022-04-10 08:05:36 main:574] : INFO : Epoch 1648 | loss: 0.0312356 | val_loss: 0.0312356 | Time: 4907.83 ms [2022-04-10 08:05:41 main:574] : INFO : Epoch 1649 | loss: 0.0312363 | val_loss: 0.031236 | Time: 4813.48 ms [2022-04-10 08:05:45 main:574] : INFO : Epoch 1650 | loss: 0.0312359 | val_loss: 0.0312361 | Time: 4699.29 ms [2022-04-10 08:05:50 main:574] : INFO : Epoch 1651 | loss: 0.031236 | val_loss: 0.0312358 | Time: 4802.67 ms [2022-04-10 08:05:55 main:574] : INFO : Epoch 1652 | loss: 0.031236 | val_loss: 0.0312353 | Time: 4843.96 ms [2022-04-10 08:06:00 main:574] : INFO : Epoch 1653 | loss: 0.031236 | val_loss: 0.0312371 | Time: 4717.07 ms [2022-04-10 08:06:04 main:574] : INFO : Epoch 1654 | loss: 0.0312381 | val_loss: 0.0312372 | Time: 4823.78 ms [2022-04-10 08:06:09 main:574] : INFO : Epoch 1655 | loss: 0.0312367 | val_loss: 0.0312364 | Time: 4805.39 ms [2022-04-10 08:06:14 main:574] : INFO : Epoch 1656 | loss: 0.031236 | val_loss: 0.0312356 | Time: 4740.59 ms [2022-04-10 08:06:19 main:574] : INFO : Epoch 1657 | loss: 0.0312361 | val_loss: 0.0312369 | Time: 4804.81 ms [2022-04-10 08:06:24 main:574] : INFO : Epoch 1658 | loss: 0.0312367 | val_loss: 0.0312354 | Time: 4737.48 ms [2022-04-10 08:06:28 main:574] : INFO : Epoch 1659 | loss: 0.0312365 | val_loss: 0.0312376 | Time: 4822.58 ms [2022-04-10 08:06:33 main:574] : INFO : Epoch 1660 | loss: 0.0312373 | val_loss: 0.0312364 | Time: 4917.81 ms [2022-04-10 08:06:38 main:574] : INFO : Epoch 1661 | loss: 0.0312362 | val_loss: 0.0312362 | Time: 4685.83 ms [2022-04-10 08:06:43 main:574] : INFO : Epoch 1662 | loss: 0.0312358 | val_loss: 0.0312354 | Time: 4999.66 ms [2022-04-10 08:06:48 main:574] : INFO : Epoch 1663 | loss: 0.0312356 | val_loss: 0.0312357 | Time: 4670.81 ms [2022-04-10 08:06:53 main:574] : INFO : Epoch 1664 | loss: 0.0312362 | val_loss: 0.0312373 | Time: 5124.67 ms [2022-04-10 08:06:58 main:574] : INFO : Epoch 1665 | loss: 0.0312375 | val_loss: 0.0312366 | Time: 4891.16 ms [2022-04-10 08:07:03 main:574] : INFO : Epoch 1666 | loss: 0.0312366 | val_loss: 0.0312376 | Time: 5219.47 ms [2022-04-10 08:07:08 main:574] : INFO : Epoch 1667 | loss: 0.0312357 | val_loss: 0.0312349 | Time: 5215.61 ms [2022-04-10 08:07:13 main:574] : INFO : Epoch 1668 | loss: 0.0312356 | val_loss: 0.0312357 | Time: 4682.14 ms [2022-04-10 08:07:18 main:574] : INFO : Epoch 1669 | loss: 0.0312366 | val_loss: 0.031236 | Time: 4771.39 ms [2022-04-10 08:07:23 main:574] : INFO : Epoch 1670 | loss: 0.0312363 | val_loss: 0.0312367 | Time: 5232.18 ms [2022-04-10 08:07:28 main:574] : INFO : Epoch 1671 | loss: 0.0312358 | val_loss: 0.031235 | Time: 5238.8 ms [2022-04-10 08:07:33 main:574] : INFO : Epoch 1672 | loss: 0.0312358 | val_loss: 0.0312357 | Time: 5238.7 ms [2022-04-10 08:07:39 main:574] : INFO : Epoch 1673 | loss: 0.0312362 | val_loss: 0.0312372 | Time: 5203.2 ms [2022-04-10 08:07:44 main:574] : INFO : Epoch 1674 | loss: 0.0312365 | val_loss: 0.0312367 | Time: 5238.83 ms [2022-04-10 08:07:49 main:574] : INFO : Epoch 1675 | loss: 0.0312366 | val_loss: 0.0312377 | Time: 5226.62 ms [2022-04-10 08:07:54 main:574] : INFO : Epoch 1676 | loss: 0.0312364 | val_loss: 0.0312356 | Time: 4910.97 ms [2022-04-10 08:07:59 main:574] : INFO : Epoch 1677 | loss: 0.031236 | val_loss: 0.031237 | Time: 4802.59 ms [2022-04-10 08:08:04 main:574] : INFO : Epoch 1678 | loss: 0.0312369 | val_loss: 0.0312367 | Time: 4809.33 ms [2022-04-10 08:08:08 main:574] : INFO : Epoch 1679 | loss: 0.0312367 | val_loss: 0.0312352 | Time: 4847.42 ms [2022-04-10 08:08:13 main:574] : INFO : Epoch 1680 | loss: 0.0312359 | val_loss: 0.0312355 | Time: 4949.23 ms [2022-04-10 08:08:18 main:574] : INFO : Epoch 1681 | loss: 0.0312358 | val_loss: 0.0312354 | Time: 4977.02 ms [2022-04-10 08:08:23 main:574] : INFO : Epoch 1682 | loss: 0.031236 | val_loss: 0.0312356 | Time: 4692.63 ms [2022-04-10 08:08:28 main:574] : INFO : Epoch 1683 | loss: 0.0312359 | val_loss: 0.0312354 | Time: 4945.83 ms [2022-04-10 08:08:33 main:574] : INFO : Epoch 1684 | loss: 0.0312364 | val_loss: 0.0312361 | Time: 4819.23 ms [2022-04-10 08:08:38 main:574] : INFO : Epoch 1685 | loss: 0.0312366 | val_loss: 0.0312361 | Time: 4899.73 ms [2022-04-10 08:08:43 main:574] : INFO : Epoch 1686 | loss: 0.031236 | val_loss: 0.0312352 | Time: 5262.74 ms [2022-04-10 08:08:48 main:574] : INFO : Epoch 1687 | loss: 0.0312364 | val_loss: 0.0312361 | Time: 4868.95 ms [2022-04-10 08:08:53 main:574] : INFO : Epoch 1688 | loss: 0.031237 | val_loss: 0.0312367 | Time: 4777.5 ms [2022-04-10 08:08:58 main:574] : INFO : Epoch 1689 | loss: 0.0312365 | val_loss: 0.0312354 | Time: 5211.43 ms [2022-04-10 08:09:03 main:574] : INFO : Epoch 1690 | loss: 0.0312362 | val_loss: 0.031235 | Time: 4831.34 ms [2022-04-10 08:09:07 main:574] : INFO : Epoch 1691 | loss: 0.0312359 | val_loss: 0.0312356 | Time: 4653.49 ms [2022-04-10 08:09:12 main:574] : INFO : Epoch 1692 | loss: 0.0312366 | val_loss: 0.0312372 | Time: 4829.85 ms [2022-04-10 08:09:17 main:574] : INFO : Epoch 1693 | loss: 0.0312377 | val_loss: 0.0312355 | Time: 4859.71 ms [2022-04-10 08:09:22 main:574] : INFO : Epoch 1694 | loss: 0.0312362 | val_loss: 0.0312359 | Time: 4691.79 ms [2022-04-10 08:09:27 main:574] : INFO : Epoch 1695 | loss: 0.0312369 | val_loss: 0.0312363 | Time: 4934.27 ms [2022-04-10 08:09:32 main:574] : INFO : Epoch 1696 | loss: 0.0312358 | val_loss: 0.0312347 | Time: 4839.73 ms [2022-04-10 08:09:36 main:574] : INFO : Epoch 1697 | loss: 0.0312367 | val_loss: 0.0312376 | Time: 4823 ms [2022-04-10 08:09:41 main:574] : INFO : Epoch 1698 | loss: 0.0312367 | val_loss: 0.0312385 | Time: 4967.51 ms [2022-04-10 08:09:46 main:574] : INFO : Epoch 1699 | loss: 0.0312373 | val_loss: 0.0312361 | Time: 4687.07 ms [2022-04-10 08:09:51 main:574] : INFO : Epoch 1700 | loss: 0.0312364 | val_loss: 0.0312358 | Time: 5040.68 ms [2022-04-10 08:09:56 main:574] : INFO : Epoch 1701 | loss: 0.0312358 | val_loss: 0.0312354 | Time: 4778.32 ms [2022-04-10 08:10:01 main:574] : INFO : Epoch 1702 | loss: 0.0312368 | val_loss: 0.0312363 | Time: 4809.5 ms [2022-04-10 08:10:06 main:574] : INFO : Epoch 1703 | loss: 0.0312363 | val_loss: 0.0312362 | Time: 4739.92 ms [2022-04-10 08:10:10 main:574] : INFO : Epoch 1704 | loss: 0.031236 | val_loss: 0.0312371 | Time: 4748.89 ms [2022-04-10 08:10:15 main:574] : INFO : Epoch 1705 | loss: 0.0312364 | val_loss: 0.0312368 | Time: 4962.08 ms [2022-04-10 08:10:20 main:574] : INFO : Epoch 1706 | loss: 0.0312368 | val_loss: 0.0312361 | Time: 4712.28 ms [2022-04-10 08:10:25 main:574] : INFO : Epoch 1707 | loss: 0.031236 | val_loss: 0.0312355 | Time: 4824.67 ms [2022-04-10 08:10:30 main:574] : INFO : Epoch 1708 | loss: 0.0312364 | val_loss: 0.0312371 | Time: 4820.64 ms [2022-04-10 08:10:35 main:574] : INFO : Epoch 1709 | loss: 0.0312366 | val_loss: 0.0312372 | Time: 4976.32 ms [2022-04-10 08:10:39 main:574] : INFO : Epoch 1710 | loss: 0.0312371 | val_loss: 0.0312363 | Time: 4790.33 ms [2022-04-10 08:10:44 main:574] : INFO : Epoch 1711 | loss: 0.0312364 | val_loss: 0.0312355 | Time: 4807.56 ms [2022-04-10 08:10:49 main:574] : INFO : Epoch 1712 | loss: 0.0312356 | val_loss: 0.0312354 | Time: 4893.74 ms [2022-04-10 08:10:54 main:574] : INFO : Epoch 1713 | loss: 0.0312361 | val_loss: 0.0312354 | Time: 4815.51 ms [2022-04-10 08:10:59 main:574] : INFO : Epoch 1714 | loss: 0.0312362 | val_loss: 0.0312357 | Time: 4872.26 ms [2022-04-10 08:11:04 main:574] : INFO : Epoch 1715 | loss: 0.0312362 | val_loss: 0.0312359 | Time: 5248.47 ms [2022-04-10 08:11:09 main:574] : INFO : Epoch 1716 | loss: 0.0312364 | val_loss: 0.0312356 | Time: 5238.49 ms [2022-04-10 08:11:15 main:574] : INFO : Epoch 1717 | loss: 0.0312364 | val_loss: 0.0312368 | Time: 5204.43 ms [2022-04-10 08:11:20 main:574] : INFO : Epoch 1718 | loss: 0.0312362 | val_loss: 0.031236 | Time: 5206.17 ms [2022-04-10 08:11:25 main:574] : INFO : Epoch 1719 | loss: 0.0312358 | val_loss: 0.0312367 | Time: 5196.43 ms [2022-04-10 08:11:30 main:574] : INFO : Epoch 1720 | loss: 0.0312368 | val_loss: 0.031236 | Time: 5208.37 ms [2022-04-10 08:11:35 main:574] : INFO : Epoch 1721 | loss: 0.0312364 | val_loss: 0.031235 | Time: 5174.56 ms [2022-04-10 08:11:41 main:574] : INFO : Epoch 1722 | loss: 0.0312373 | val_loss: 0.0312361 | Time: 5239.01 ms [2022-04-10 08:11:46 main:574] : INFO : Epoch 1723 | loss: 0.0312375 | val_loss: 0.0312361 | Time: 5216.63 ms [2022-04-10 08:11:51 main:574] : INFO : Epoch 1724 | loss: 0.0312375 | val_loss: 0.0312403 | Time: 5233.36 ms [2022-04-10 08:11:56 main:574] : INFO : Epoch 1725 | loss: 0.0312379 | val_loss: 0.0312365 | Time: 5218.91 ms [2022-04-10 08:12:02 main:574] : INFO : Epoch 1726 | loss: 0.0312361 | val_loss: 0.0312364 | Time: 5233.01 ms [2022-04-10 08:12:07 main:574] : INFO : Epoch 1727 | loss: 0.0312368 | val_loss: 0.0312368 | Time: 5234.79 ms [2022-04-10 08:12:12 main:574] : INFO : Epoch 1728 | loss: 0.0312372 | val_loss: 0.0312416 | Time: 5234.85 ms [2022-04-10 08:12:17 main:574] : INFO : Epoch 1729 | loss: 0.0312389 | val_loss: 0.0312355 | Time: 5257.51 ms [2022-04-10 08:12:22 main:574] : INFO : Epoch 1730 | loss: 0.0312365 | val_loss: 0.0312351 | Time: 4918.6 ms [2022-04-10 08:12:27 main:574] : INFO : Epoch 1731 | loss: 0.031236 | val_loss: 0.0312367 | Time: 5219.84 ms [2022-04-10 08:12:32 main:574] : INFO : Epoch 1732 | loss: 0.0312363 | val_loss: 0.0312356 | Time: 5000.84 ms [2022-04-10 08:12:38 main:574] : INFO : Epoch 1733 | loss: 0.0312361 | val_loss: 0.031236 | Time: 5217.73 ms [2022-04-10 08:12:43 main:574] : INFO : Epoch 1734 | loss: 0.031236 | val_loss: 0.0312351 | Time: 5217.56 ms [2022-04-10 08:12:48 main:574] : INFO : Epoch 1735 | loss: 0.0312362 | val_loss: 0.0312354 | Time: 5250.36 ms [2022-04-10 08:12:53 main:574] : INFO : Epoch 1736 | loss: 0.0312371 | val_loss: 0.0312368 | Time: 5289.6 ms [2022-04-10 08:12:59 main:574] : INFO : Epoch 1737 | loss: 0.0312365 | val_loss: 0.0312361 | Time: 5275.47 ms [2022-04-10 08:13:04 main:574] : INFO : Epoch 1738 | loss: 0.0312359 | val_loss: 0.0312358 | Time: 5263.43 ms [2022-04-10 08:13:09 main:574] : INFO : Epoch 1739 | loss: 0.0312365 | val_loss: 0.0312359 | Time: 5233.16 ms [2022-04-10 08:13:14 main:574] : INFO : Epoch 1740 | loss: 0.0312359 | val_loss: 0.031236 | Time: 5244.24 ms [2022-04-10 08:13:20 main:574] : INFO : Epoch 1741 | loss: 0.0312368 | val_loss: 0.0312374 | Time: 5216.84 ms [2022-04-10 08:13:25 main:574] : INFO : Epoch 1742 | loss: 0.0312382 | val_loss: 0.0312384 | Time: 5214.16 ms [2022-04-10 08:13:30 main:574] : INFO : Epoch 1743 | loss: 0.0312368 | val_loss: 0.0312349 | Time: 4968.63 ms [2022-04-10 08:13:35 main:574] : INFO : Epoch 1744 | loss: 0.031236 | val_loss: 0.031236 | Time: 5258.22 ms [2022-04-10 08:13:40 main:574] : INFO : Epoch 1745 | loss: 0.0312359 | val_loss: 0.0312357 | Time: 5241.16 ms [2022-04-10 08:13:46 main:574] : INFO : Epoch 1746 | loss: 0.0312357 | val_loss: 0.0312358 | Time: 5235.44 ms [2022-04-10 08:13:50 main:574] : INFO : Epoch 1747 | loss: 0.0312357 | val_loss: 0.0312366 | Time: 4876.56 ms [2022-04-10 08:13:56 main:574] : INFO : Epoch 1748 | loss: 0.0312365 | val_loss: 0.0312366 | Time: 5215.92 ms [2022-04-10 08:14:01 main:574] : INFO : Epoch 1749 | loss: 0.0312361 | val_loss: 0.0312348 | Time: 5241.62 ms [2022-04-10 08:14:06 main:574] : INFO : Epoch 1750 | loss: 0.0312364 | val_loss: 0.0312358 | Time: 4790.61 ms [2022-04-10 08:14:11 main:574] : INFO : Epoch 1751 | loss: 0.0312363 | val_loss: 0.0312366 | Time: 4795.26 ms [2022-04-10 08:14:15 main:574] : INFO : Epoch 1752 | loss: 0.0312381 | val_loss: 0.0312392 | Time: 4805.46 ms [2022-04-10 08:14:21 main:574] : INFO : Epoch 1753 | loss: 0.031238 | val_loss: 0.0312366 | Time: 5207.11 ms [2022-04-10 08:14:25 main:574] : INFO : Epoch 1754 | loss: 0.0312364 | val_loss: 0.0312365 | Time: 4821.05 ms [2022-04-10 08:14:30 main:574] : INFO : Epoch 1755 | loss: 0.0312359 | val_loss: 0.0312362 | Time: 5017 ms [2022-04-10 08:14:36 main:574] : INFO : Epoch 1756 | loss: 0.0312368 | val_loss: 0.0312383 | Time: 5221.85 ms [2022-04-10 08:14:41 main:574] : INFO : Epoch 1757 | loss: 0.0312368 | val_loss: 0.0312352 | Time: 5221.95 ms [2022-04-10 08:14:46 main:574] : INFO : Epoch 1758 | loss: 0.0312362 | val_loss: 0.0312354 | Time: 5212.55 ms [2022-04-10 08:14:51 main:574] : INFO : Epoch 1759 | loss: 0.0312364 | val_loss: 0.031237 | Time: 5216.65 ms [2022-04-10 08:14:57 main:574] : INFO : Epoch 1760 | loss: 0.0312362 | val_loss: 0.0312363 | Time: 5221.1 ms [2022-04-10 08:15:02 main:574] : INFO : Epoch 1761 | loss: 0.0312365 | val_loss: 0.0312362 | Time: 5183.71 ms [2022-04-10 08:15:07 main:574] : INFO : Epoch 1762 | loss: 0.0312366 | val_loss: 0.0312421 | Time: 4896.11 ms [2022-04-10 08:15:12 main:574] : INFO : Epoch 1763 | loss: 0.0312376 | val_loss: 0.0312361 | Time: 5145.78 ms [2022-04-10 08:15:17 main:574] : INFO : Epoch 1764 | loss: 0.0312367 | val_loss: 0.0312362 | Time: 5112.61 ms [2022-04-10 08:15:22 main:574] : INFO : Epoch 1765 | loss: 0.0312405 | val_loss: 0.0312361 | Time: 5263.87 ms [2022-04-10 08:15:27 main:574] : INFO : Epoch 1766 | loss: 0.0312367 | val_loss: 0.0312357 | Time: 4889.89 ms [2022-04-10 08:15:32 main:574] : INFO : Epoch 1767 | loss: 0.0312363 | val_loss: 0.0312355 | Time: 4960.44 ms [2022-04-10 08:15:37 main:574] : INFO : Epoch 1768 | loss: 0.031236 | val_loss: 0.0312348 | Time: 5045.69 ms [2022-04-10 08:15:42 main:574] : INFO : Epoch 1769 | loss: 0.0312369 | val_loss: 0.0312362 | Time: 5101.43 ms [2022-04-10 08:15:47 main:574] : INFO : Epoch 1770 | loss: 0.0312371 | val_loss: 0.0312368 | Time: 4859.36 ms [2022-04-10 08:15:52 main:574] : INFO : Epoch 1771 | loss: 0.0312363 | val_loss: 0.0312382 | Time: 5221.41 ms [2022-04-10 08:15:57 main:574] : INFO : Epoch 1772 | loss: 0.0312368 | val_loss: 0.0312385 | Time: 4919.87 ms [2022-04-10 08:16:02 main:574] : INFO : Epoch 1773 | loss: 0.0312388 | val_loss: 0.0312361 | Time: 5224.24 ms [2022-04-10 08:16:08 main:574] : INFO : Epoch 1774 | loss: 0.0312381 | val_loss: 0.0312399 | Time: 5215.02 ms [2022-04-10 08:16:13 main:574] : INFO : Epoch 1775 | loss: 0.0312377 | val_loss: 0.0312367 | Time: 5217.01 ms [2022-04-10 08:16:18 main:574] : INFO : Epoch 1776 | loss: 0.0312365 | val_loss: 0.0312352 | Time: 5240.06 ms [2022-04-10 08:16:23 main:574] : INFO : Epoch 1777 | loss: 0.0312367 | val_loss: 0.0312362 | Time: 5214.63 ms [2022-04-10 08:16:29 main:574] : INFO : Epoch 1778 | loss: 0.0312377 | val_loss: 0.0312354 | Time: 5219.91 ms [2022-04-10 08:16:34 main:574] : INFO : Epoch 1779 | loss: 0.0312362 | val_loss: 0.0312386 | Time: 5249.77 ms [2022-04-10 08:16:39 main:574] : INFO : Epoch 1780 | loss: 0.0312364 | val_loss: 0.0312363 | Time: 5224.4 ms [2022-04-10 08:16:44 main:574] : INFO : Epoch 1781 | loss: 0.0312363 | val_loss: 0.0312355 | Time: 5227.16 ms [2022-04-10 08:16:50 main:574] : INFO : Epoch 1782 | loss: 0.0312357 | val_loss: 0.0312367 | Time: 5267.39 ms [2022-04-10 08:16:55 main:574] : INFO : Epoch 1783 | loss: 0.0312371 | val_loss: 0.0312356 | Time: 5216.5 ms [2022-04-10 08:17:00 main:574] : INFO : Epoch 1784 | loss: 0.0312363 | val_loss: 0.0312371 | Time: 5208.19 ms [2022-04-10 08:17:05 main:574] : INFO : Epoch 1785 | loss: 0.031238 | val_loss: 0.0312393 | Time: 5251.28 ms [2022-04-10 08:17:11 main:574] : INFO : Epoch 1786 | loss: 0.0312374 | val_loss: 0.0312361 | Time: 5242.51 ms [2022-04-10 08:17:16 main:574] : INFO : Epoch 1787 | loss: 0.0312369 | val_loss: 0.0312367 | Time: 5228.05 ms [2022-04-10 08:17:21 main:574] : INFO : Epoch 1788 | loss: 0.0312378 | val_loss: 0.0312376 | Time: 5210.91 ms [2022-04-10 08:17:26 main:574] : INFO : Epoch 1789 | loss: 0.031237 | val_loss: 0.0312369 | Time: 5239.65 ms [2022-04-10 08:17:31 main:574] : INFO : Epoch 1790 | loss: 0.0312384 | val_loss: 0.0312385 | Time: 5201.18 ms [2022-04-10 08:17:37 main:574] : INFO : Epoch 1791 | loss: 0.0312397 | val_loss: 0.0312378 | Time: 5173.64 ms [2022-04-10 08:17:42 main:574] : INFO : Epoch 1792 | loss: 0.0312368 | val_loss: 0.0312358 | Time: 5140.45 ms [2022-04-10 08:17:47 main:574] : INFO : Epoch 1793 | loss: 0.0312368 | val_loss: 0.0312365 | Time: 5234.42 ms [2022-04-10 08:17:52 main:574] : INFO : Epoch 1794 | loss: 0.0312364 | val_loss: 0.0312361 | Time: 5223.02 ms [2022-04-10 08:17:57 main:574] : INFO : Epoch 1795 | loss: 0.0312361 | val_loss: 0.0312365 | Time: 5206.51 ms [2022-04-10 08:18:03 main:574] : INFO : Epoch 1796 | loss: 0.0312374 | val_loss: 0.0312388 | Time: 5219.81 ms [2022-04-10 08:18:08 main:574] : INFO : Epoch 1797 | loss: 0.0312372 | val_loss: 0.0312369 | Time: 5224.14 ms [2022-04-10 08:18:13 main:574] : INFO : Epoch 1798 | loss: 0.0312364 | val_loss: 0.0312368 | Time: 5196.4 ms [2022-04-10 08:18:18 main:574] : INFO : Epoch 1799 | loss: 0.031237 | val_loss: 0.0312354 | Time: 5240.58 ms [2022-04-10 08:18:24 main:574] : INFO : Epoch 1800 | loss: 0.0312362 | val_loss: 0.0312353 | Time: 5254.82 ms [2022-04-10 08:18:29 main:574] : INFO : Epoch 1801 | loss: 0.0312369 | val_loss: 0.0312366 | Time: 5228.53 ms [2022-04-10 08:18:34 main:574] : INFO : Epoch 1802 | loss: 0.0312368 | val_loss: 0.0312365 | Time: 5207.52 ms [2022-04-10 08:18:39 main:574] : INFO : Epoch 1803 | loss: 0.0312361 | val_loss: 0.0312373 | Time: 5249.77 ms [2022-04-10 08:18:45 main:574] : INFO : Epoch 1804 | loss: 0.0312364 | val_loss: 0.0312371 | Time: 5214.2 ms [2022-04-10 08:18:50 main:574] : INFO : Epoch 1805 | loss: 0.0312361 | val_loss: 0.0312358 | Time: 5193.59 ms [2022-04-10 08:18:55 main:574] : INFO : Epoch 1806 | loss: 0.0312368 | val_loss: 0.0312378 | Time: 5212.7 ms [2022-04-10 08:19:00 main:574] : INFO : Epoch 1807 | loss: 0.0312361 | val_loss: 0.031235 | Time: 5242.32 ms [2022-04-10 08:19:05 main:574] : INFO : Epoch 1808 | loss: 0.0312358 | val_loss: 0.0312355 | Time: 5208.33 ms [2022-04-10 08:19:11 main:574] : INFO : Epoch 1809 | loss: 0.0312371 | val_loss: 0.0312369 | Time: 5213.17 ms [2022-04-10 08:19:16 main:574] : INFO : Epoch 1810 | loss: 0.0312371 | val_loss: 0.0312375 | Time: 5217.95 ms [2022-04-10 08:19:21 main:574] : INFO : Epoch 1811 | loss: 0.0312369 | val_loss: 0.0312391 | Time: 5208.75 ms [2022-04-10 08:19:26 main:574] : INFO : Epoch 1812 | loss: 0.0312373 | val_loss: 0.0312364 | Time: 5186.09 ms [2022-04-10 08:19:31 main:574] : INFO : Epoch 1813 | loss: 0.0312367 | val_loss: 0.0312357 | Time: 5213.14 ms [2022-04-10 08:19:36 main:574] : INFO : Epoch 1814 | loss: 0.0312367 | val_loss: 0.0312363 | Time: 4888.93 ms [2022-04-10 08:19:42 main:574] : INFO : Epoch 1815 | loss: 0.0312365 | val_loss: 0.031236 | Time: 5221.36 ms [2022-04-10 08:19:47 main:574] : INFO : Epoch 1816 | loss: 0.0312361 | val_loss: 0.0312364 | Time: 5216.86 ms [2022-04-10 08:19:52 main:574] : INFO : Epoch 1817 | loss: 0.0312368 | val_loss: 0.0312374 | Time: 5215.24 ms [2022-04-10 08:19:57 main:574] : INFO : Epoch 1818 | loss: 0.0312369 | val_loss: 0.0312353 | Time: 4875.76 ms [2022-04-10 08:20:02 main:574] : INFO : Epoch 1819 | loss: 0.0312364 | val_loss: 0.0312362 | Time: 5212.26 ms [2022-04-10 08:20:07 main:574] : INFO : Epoch 1820 | loss: 0.0312357 | val_loss: 0.0312373 | Time: 5214.61 ms [2022-04-10 08:20:12 main:574] : INFO : Epoch 1821 | loss: 0.0312374 | val_loss: 0.031236 | Time: 4851.13 ms [2022-04-10 08:20:17 main:574] : INFO : Epoch 1822 | loss: 0.0312365 | val_loss: 0.0312354 | Time: 5140.79 ms [2022-04-10 08:20:22 main:574] : INFO : Epoch 1823 | loss: 0.031236 | val_loss: 0.0312367 | Time: 5006.16 ms [2022-04-10 08:20:28 main:574] : INFO : Epoch 1824 | loss: 0.0312371 | val_loss: 0.0312366 | Time: 5235.51 ms [2022-04-10 08:20:33 main:574] : INFO : Epoch 1825 | loss: 0.0312357 | val_loss: 0.0312366 | Time: 5219.57 ms [2022-04-10 08:20:38 main:574] : INFO : Epoch 1826 | loss: 0.0312378 | val_loss: 0.0312366 | Time: 4935.66 ms [2022-04-10 08:20:43 main:574] : INFO : Epoch 1827 | loss: 0.0312361 | val_loss: 0.0312356 | Time: 5151.19 ms [2022-04-10 08:20:48 main:574] : INFO : Epoch 1828 | loss: 0.0312366 | val_loss: 0.0312374 | Time: 5195.25 ms [2022-04-10 08:20:53 main:574] : INFO : Epoch 1829 | loss: 0.0312366 | val_loss: 0.0312356 | Time: 5196.08 ms [2022-04-10 08:20:59 main:574] : INFO : Epoch 1830 | loss: 0.0312367 | val_loss: 0.0312366 | Time: 5230.07 ms [2022-04-10 08:21:04 main:574] : INFO : Epoch 1831 | loss: 0.0312358 | val_loss: 0.031236 | Time: 5229.99 ms [2022-04-10 08:21:09 main:574] : INFO : Epoch 1832 | loss: 0.0312371 | val_loss: 0.0312371 | Time: 5230.26 ms [2022-04-10 08:21:14 main:574] : INFO : Epoch 1833 | loss: 0.0312368 | val_loss: 0.0312372 | Time: 5261.24 ms [2022-04-10 08:21:20 main:574] : INFO : Epoch 1834 | loss: 0.0312378 | val_loss: 0.0312377 | Time: 5220.4 ms [2022-04-10 08:21:25 main:574] : INFO : Epoch 1835 | loss: 0.0312373 | val_loss: 0.0312371 | Time: 5199.22 ms [2022-04-10 08:21:30 main:574] : INFO : Epoch 1836 | loss: 0.0312369 | val_loss: 0.0312377 | Time: 5209.55 ms [2022-04-10 08:21:35 main:574] : INFO : Epoch 1837 | loss: 0.0312373 | val_loss: 0.0312353 | Time: 5220.04 ms [2022-04-10 08:21:40 main:574] : INFO : Epoch 1838 | loss: 0.0312372 | val_loss: 0.0312359 | Time: 5001.53 ms [2022-04-10 08:21:45 main:574] : INFO : Epoch 1839 | loss: 0.031236 | val_loss: 0.0312391 | Time: 4834.01 ms [2022-04-10 08:21:50 main:574] : INFO : Epoch 1840 | loss: 0.0312378 | val_loss: 0.0312371 | Time: 5211.46 ms [2022-04-10 08:21:56 main:574] : INFO : Epoch 1841 | loss: 0.0312367 | val_loss: 0.0312356 | Time: 5211.54 ms [2022-04-10 08:22:01 main:574] : INFO : Epoch 1842 | loss: 0.0312361 | val_loss: 0.0312356 | Time: 5204.84 ms [2022-04-10 08:22:06 main:574] : INFO : Epoch 1843 | loss: 0.0312367 | val_loss: 0.0312376 | Time: 5223.22 ms [2022-04-10 08:22:11 main:574] : INFO : Epoch 1844 | loss: 0.031237 | val_loss: 0.0312396 | Time: 5212.98 ms [2022-04-10 08:22:16 main:574] : INFO : Epoch 1845 | loss: 0.031238 | val_loss: 0.0312385 | Time: 5222.89 ms [2022-04-10 08:22:22 main:574] : INFO : Epoch 1846 | loss: 0.0312417 | val_loss: 0.0312392 | Time: 5223.87 ms [2022-04-10 08:22:27 main:574] : INFO : Epoch 1847 | loss: 0.0312382 | val_loss: 0.031238 | Time: 5216.64 ms [2022-04-10 08:22:32 main:574] : INFO : Epoch 1848 | loss: 0.0312371 | val_loss: 0.0312366 | Time: 5215.96 ms [2022-04-10 08:22:37 main:574] : INFO : Epoch 1849 | loss: 0.0312366 | val_loss: 0.0312357 | Time: 5178.66 ms [2022-04-10 08:22:43 main:574] : INFO : Epoch 1850 | loss: 0.0312361 | val_loss: 0.0312384 | Time: 5214.32 ms [2022-04-10 08:22:48 main:574] : INFO : Epoch 1851 | loss: 0.0312371 | val_loss: 0.031238 | Time: 5234 ms [2022-04-10 08:22:53 main:574] : INFO : Epoch 1852 | loss: 0.0312371 | val_loss: 0.0312382 | Time: 5197.8 ms [2022-04-10 08:22:58 main:574] : INFO : Epoch 1853 | loss: 0.0312379 | val_loss: 0.0312367 | Time: 5194.66 ms [2022-04-10 08:23:03 main:574] : INFO : Epoch 1854 | loss: 0.0312373 | val_loss: 0.031238 | Time: 5203.34 ms [2022-04-10 08:23:09 main:574] : INFO : Epoch 1855 | loss: 0.0312373 | val_loss: 0.0312385 | Time: 5213.25 ms [2022-04-10 08:23:14 main:574] : INFO : Epoch 1856 | loss: 0.0312382 | val_loss: 0.0312376 | Time: 5207.73 ms [2022-04-10 08:23:19 main:574] : INFO : Epoch 1857 | loss: 0.0312366 | val_loss: 0.0312357 | Time: 4759.33 ms [2022-04-10 08:23:24 main:574] : INFO : Epoch 1858 | loss: 0.0312367 | val_loss: 0.0312416 | Time: 4922.11 ms [2022-04-10 08:23:28 main:574] : INFO : Epoch 1859 | loss: 0.0312389 | val_loss: 0.0312364 | Time: 4879.52 ms [2022-04-10 08:23:33 main:574] : INFO : Epoch 1860 | loss: 0.0312361 | val_loss: 0.0312362 | Time: 4911.86 ms [2022-04-10 08:23:38 main:574] : INFO : Epoch 1861 | loss: 0.0312373 | val_loss: 0.0312364 | Time: 4881.22 ms [2022-04-10 08:23:43 main:574] : INFO : Epoch 1862 | loss: 0.0312377 | val_loss: 0.0312399 | Time: 5047.23 ms [2022-04-10 08:23:48 main:574] : INFO : Epoch 1863 | loss: 0.0312372 | val_loss: 0.0312356 | Time: 4791.85 ms [2022-04-10 08:23:53 main:574] : INFO : Epoch 1864 | loss: 0.0312365 | val_loss: 0.0312371 | Time: 4829.79 ms [2022-04-10 08:23:58 main:574] : INFO : Epoch 1865 | loss: 0.0312381 | val_loss: 0.0312356 | Time: 5147.05 ms [2022-04-10 08:24:03 main:574] : INFO : Epoch 1866 | loss: 0.0312381 | val_loss: 0.0312372 | Time: 4681.72 ms [2022-04-10 08:24:08 main:574] : INFO : Epoch 1867 | loss: 0.0312364 | val_loss: 0.0312358 | Time: 4957.93 ms [2022-04-10 08:24:13 main:574] : INFO : Epoch 1868 | loss: 0.0312364 | val_loss: 0.0312365 | Time: 4881.46 ms [2022-04-10 08:24:17 main:574] : INFO : Epoch 1869 | loss: 0.0312367 | val_loss: 0.0312369 | Time: 4686.07 ms [2022-04-10 08:24:22 main:574] : INFO : Epoch 1870 | loss: 0.031237 | val_loss: 0.0312369 | Time: 4773.86 ms [2022-04-10 08:24:27 main:574] : INFO : Epoch 1871 | loss: 0.0312365 | val_loss: 0.0312371 | Time: 4739.6 ms [2022-04-10 08:24:32 main:574] : INFO : Epoch 1872 | loss: 0.0312406 | val_loss: 0.0312419 | Time: 4681.83 ms [2022-04-10 08:24:37 main:574] : INFO : Epoch 1873 | loss: 0.0312408 | val_loss: 0.0312359 | Time: 4985.47 ms [2022-04-10 08:24:42 main:574] : INFO : Epoch 1874 | loss: 0.0312381 | val_loss: 0.0312419 | Time: 5159.37 ms [2022-04-10 08:24:47 main:574] : INFO : Epoch 1875 | loss: 0.0312377 | val_loss: 0.0312365 | Time: 5191.86 ms [2022-04-10 08:24:52 main:574] : INFO : Epoch 1876 | loss: 0.0312386 | val_loss: 0.0312394 | Time: 5185.55 ms [2022-04-10 08:24:57 main:574] : INFO : Epoch 1877 | loss: 0.0312373 | val_loss: 0.0312361 | Time: 5182.16 ms [2022-04-10 08:25:02 main:574] : INFO : Epoch 1878 | loss: 0.0312366 | val_loss: 0.0312361 | Time: 5209.81 ms [2022-04-10 08:25:08 main:574] : INFO : Epoch 1879 | loss: 0.0312368 | val_loss: 0.0312371 | Time: 5211.73 ms [2022-04-10 08:25:13 main:574] : INFO : Epoch 1880 | loss: 0.0312363 | val_loss: 0.0312383 | Time: 5215.72 ms [2022-04-10 08:25:18 main:574] : INFO : Epoch 1881 | loss: 0.0312383 | val_loss: 0.0312382 | Time: 5237.65 ms [2022-04-10 08:25:23 main:574] : INFO : Epoch 1882 | loss: 0.0312371 | val_loss: 0.031239 | Time: 5206.49 ms [2022-04-10 08:25:29 main:574] : INFO : Epoch 1883 | loss: 0.0312367 | val_loss: 0.0312354 | Time: 5187.22 ms [2022-04-10 08:25:34 main:574] : INFO : Epoch 1884 | loss: 0.0312358 | val_loss: 0.0312351 | Time: 5225.93 ms [2022-04-10 08:25:39 main:574] : INFO : Epoch 1885 | loss: 0.031236 | val_loss: 0.0312358 | Time: 4768.47 ms [2022-04-10 08:25:44 main:574] : INFO : Epoch 1886 | loss: 0.0312373 | val_loss: 0.0312367 | Time: 5195.33 ms [2022-04-10 08:25:49 main:574] : INFO : Epoch 1887 | loss: 0.0312365 | val_loss: 0.0312362 | Time: 5205.42 ms [2022-04-10 08:25:54 main:574] : INFO : Epoch 1888 | loss: 0.0312361 | val_loss: 0.0312357 | Time: 5200.93 ms [2022-04-10 08:25:59 main:574] : INFO : Epoch 1889 | loss: 0.0312364 | val_loss: 0.0312378 | Time: 5211.83 ms [2022-04-10 08:26:05 main:574] : INFO : Epoch 1890 | loss: 0.0312362 | val_loss: 0.0312369 | Time: 5213.24 ms [2022-04-10 08:26:10 main:574] : INFO : Epoch 1891 | loss: 0.0312364 | val_loss: 0.0312356 | Time: 5222.75 ms [2022-04-10 08:26:15 main:574] : INFO : Epoch 1892 | loss: 0.0312366 | val_loss: 0.0312389 | Time: 5233.23 ms [2022-04-10 08:26:20 main:574] : INFO : Epoch 1893 | loss: 0.0312367 | val_loss: 0.0312355 | Time: 5217.69 ms [2022-04-10 08:26:26 main:574] : INFO : Epoch 1894 | loss: 0.0312368 | val_loss: 0.031237 | Time: 5232.81 ms [2022-04-10 08:26:31 main:574] : INFO : Epoch 1895 | loss: 0.0312366 | val_loss: 0.0312362 | Time: 5245.26 ms [2022-04-10 08:26:36 main:574] : INFO : Epoch 1896 | loss: 0.0312362 | val_loss: 0.0312358 | Time: 5255.46 ms [2022-04-10 08:26:41 main:574] : INFO : Epoch 1897 | loss: 0.0312364 | val_loss: 0.031236 | Time: 5276.79 ms [2022-04-10 08:26:47 main:574] : INFO : Epoch 1898 | loss: 0.0312367 | val_loss: 0.0312385 | Time: 5238.29 ms [2022-04-10 08:26:52 main:574] : INFO : Epoch 1899 | loss: 0.0312376 | val_loss: 0.0312366 | Time: 5258.23 ms [2022-04-10 08:26:57 main:574] : INFO : Epoch 1900 | loss: 0.031237 | val_loss: 0.0312396 | Time: 5223.02 ms [2022-04-10 08:27:02 main:574] : INFO : Epoch 1901 | loss: 0.0312371 | val_loss: 0.0312365 | Time: 5207.21 ms [2022-04-10 08:27:08 main:574] : INFO : Epoch 1902 | loss: 0.031236 | val_loss: 0.0312355 | Time: 5223.1 ms [2022-04-10 08:27:13 main:574] : INFO : Epoch 1903 | loss: 0.0312367 | val_loss: 0.031238 | Time: 5219.74 ms [2022-04-10 08:27:18 main:574] : INFO : Epoch 1904 | loss: 0.0312384 | val_loss: 0.0312395 | Time: 5205.49 ms [2022-04-10 08:27:23 main:574] : INFO : Epoch 1905 | loss: 0.0312373 | val_loss: 0.0312365 | Time: 5226.09 ms [2022-04-10 08:27:28 main:574] : INFO : Epoch 1906 | loss: 0.0312362 | val_loss: 0.0312357 | Time: 5224.93 ms [2022-04-10 08:27:34 main:574] : INFO : Epoch 1907 | loss: 0.0312369 | val_loss: 0.0312381 | Time: 5205.53 ms [2022-04-10 08:27:38 main:574] : INFO : Epoch 1908 | loss: 0.0312375 | val_loss: 0.0312381 | Time: 4685.29 ms [2022-04-10 08:27:43 main:574] : INFO : Epoch 1909 | loss: 0.0312381 | val_loss: 0.0312369 | Time: 5028.9 ms [2022-04-10 08:27:48 main:574] : INFO : Epoch 1910 | loss: 0.0312369 | val_loss: 0.0312361 | Time: 4796.1 ms [2022-04-10 08:27:53 main:574] : INFO : Epoch 1911 | loss: 0.0312361 | val_loss: 0.0312355 | Time: 4920.15 ms [2022-04-10 08:27:58 main:574] : INFO : Epoch 1912 | loss: 0.0312359 | val_loss: 0.0312353 | Time: 5052.85 ms [2022-04-10 08:28:03 main:574] : INFO : Epoch 1913 | loss: 0.0312393 | val_loss: 0.0312392 | Time: 5208.4 ms [2022-04-10 08:28:09 main:574] : INFO : Epoch 1914 | loss: 0.0312362 | val_loss: 0.0312357 | Time: 5162.35 ms [2022-04-10 08:28:14 main:574] : INFO : Epoch 1915 | loss: 0.0312373 | val_loss: 0.0312365 | Time: 5198.03 ms [2022-04-10 08:28:19 main:574] : INFO : Epoch 1916 | loss: 0.0312379 | val_loss: 0.0312355 | Time: 5202.85 ms [2022-04-10 08:28:24 main:574] : INFO : Epoch 1917 | loss: 0.0312373 | val_loss: 0.031235 | Time: 4951.44 ms [2022-04-10 08:28:29 main:574] : INFO : Epoch 1918 | loss: 0.0312362 | val_loss: 0.0312381 | Time: 4911.56 ms [2022-04-10 08:28:34 main:574] : INFO : Epoch 1919 | loss: 0.0312371 | val_loss: 0.0312408 | Time: 5172.71 ms [2022-04-10 08:28:39 main:574] : INFO : Epoch 1920 | loss: 0.0312362 | val_loss: 0.0312381 | Time: 5191.63 ms [2022-04-10 08:28:44 main:574] : INFO : Epoch 1921 | loss: 0.0312372 | val_loss: 0.03124 | Time: 5203.61 ms [2022-04-10 08:28:50 main:574] : INFO : Epoch 1922 | loss: 0.031238 | val_loss: 0.031243 | Time: 5231.07 ms [2022-04-10 08:28:55 main:574] : INFO : Epoch 1923 | loss: 0.0312381 | val_loss: 0.0312381 | Time: 5211.5 ms [2022-04-10 08:29:00 main:574] : INFO : Epoch 1924 | loss: 0.0312375 | val_loss: 0.0312448 | Time: 5198.43 ms [2022-04-10 08:29:05 main:574] : INFO : Epoch 1925 | loss: 0.0312379 | val_loss: 0.0312369 | Time: 5186.54 ms [2022-04-10 08:29:11 main:574] : INFO : Epoch 1926 | loss: 0.0312377 | val_loss: 0.0312374 | Time: 5190.86 ms [2022-04-10 08:29:16 main:574] : INFO : Epoch 1927 | loss: 0.0312381 | val_loss: 0.031242 | Time: 5177.11 ms [2022-04-10 08:29:21 main:574] : INFO : Epoch 1928 | loss: 0.0312372 | val_loss: 0.0312366 | Time: 5204.09 ms [2022-04-10 08:29:26 main:574] : INFO : Epoch 1929 | loss: 0.0312403 | val_loss: 0.0312383 | Time: 5223.66 ms [2022-04-10 08:29:31 main:574] : INFO : Epoch 1930 | loss: 0.0312399 | val_loss: 0.0312406 | Time: 5206.62 ms [2022-04-10 08:29:37 main:574] : INFO : Epoch 1931 | loss: 0.0312401 | val_loss: 0.0312391 | Time: 5181.43 ms [2022-04-10 08:29:42 main:574] : INFO : Epoch 1932 | loss: 0.0312374 | val_loss: 0.0312381 | Time: 5202.7 ms [2022-04-10 08:29:47 main:574] : INFO : Epoch 1933 | loss: 0.0312378 | val_loss: 0.0312391 | Time: 5183.35 ms [2022-04-10 08:29:52 main:574] : INFO : Epoch 1934 | loss: 0.0312374 | val_loss: 0.0312389 | Time: 5183.09 ms [2022-04-10 08:29:57 main:574] : INFO : Epoch 1935 | loss: 0.0312385 | val_loss: 0.0312426 | Time: 5207.73 ms [2022-04-10 08:30:03 main:574] : INFO : Epoch 1936 | loss: 0.0312385 | val_loss: 0.0312379 | Time: 5230.13 ms [2022-04-10 08:30:08 main:574] : INFO : Epoch 1937 | loss: 0.0312372 | val_loss: 0.0312384 | Time: 5209.06 ms [2022-04-10 08:30:13 main:574] : INFO : Epoch 1938 | loss: 0.0312366 | val_loss: 0.031237 | Time: 5233.99 ms [2022-04-10 08:30:18 main:574] : INFO : Epoch 1939 | loss: 0.0312357 | val_loss: 0.031237 | Time: 5235.58 ms [2022-04-10 08:30:24 main:574] : INFO : Epoch 1940 | loss: 0.0312357 | val_loss: 0.031237 | Time: 5204.09 ms [2022-04-10 08:30:29 main:574] : INFO : Epoch 1941 | loss: 0.0312371 | val_loss: 0.031237 | Time: 5197.56 ms [2022-04-10 08:30:34 main:574] : INFO : Epoch 1942 | loss: 0.0312373 | val_loss: 0.0312365 | Time: 5234.63 ms [2022-04-10 08:30:39 main:574] : INFO : Epoch 1943 | loss: 0.031236 | val_loss: 0.0312353 | Time: 5228.84 ms [2022-04-10 08:30:44 main:574] : INFO : Epoch 1944 | loss: 0.0312364 | val_loss: 0.031238 | Time: 5231.84 ms [2022-04-10 08:30:49 main:574] : INFO : Epoch 1945 | loss: 0.0312374 | val_loss: 0.0312365 | Time: 4934.96 ms [2022-04-10 08:30:54 main:574] : INFO : Epoch 1946 | loss: 0.0312375 | val_loss: 0.0312385 | Time: 4914.17 ms [2022-04-10 08:30:59 main:574] : INFO : Epoch 1947 | loss: 0.0312378 | val_loss: 0.0312387 | Time: 5160.71 ms [2022-04-10 08:31:04 main:574] : INFO : Epoch 1948 | loss: 0.0312372 | val_loss: 0.0312395 | Time: 4717.21 ms [2022-04-10 08:31:09 main:574] : INFO : Epoch 1949 | loss: 0.0312364 | val_loss: 0.0312363 | Time: 4706.42 ms [2022-04-10 08:31:14 main:574] : INFO : Epoch 1950 | loss: 0.0312373 | val_loss: 0.0312377 | Time: 5014.54 ms [2022-04-10 08:31:19 main:574] : INFO : Epoch 1951 | loss: 0.0312369 | val_loss: 0.0312362 | Time: 4658.11 ms [2022-04-10 08:31:23 main:574] : INFO : Epoch 1952 | loss: 0.0312361 | val_loss: 0.0312357 | Time: 4685.32 ms [2022-04-10 08:31:28 main:574] : INFO : Epoch 1953 | loss: 0.0312373 | val_loss: 0.0312364 | Time: 4786.02 ms [2022-04-10 08:31:33 main:574] : INFO : Epoch 1954 | loss: 0.0312364 | val_loss: 0.0312353 | Time: 4775.41 ms [2022-04-10 08:31:38 main:574] : INFO : Epoch 1955 | loss: 0.0312361 | val_loss: 0.0312355 | Time: 4656.12 ms [2022-04-10 08:31:42 main:574] : INFO : Epoch 1956 | loss: 0.0312366 | val_loss: 0.0312375 | Time: 4688.21 ms [2022-04-10 08:31:47 main:574] : INFO : Epoch 1957 | loss: 0.0312362 | val_loss: 0.0312377 | Time: 4692.84 ms [2022-04-10 08:31:52 main:574] : INFO : Epoch 1958 | loss: 0.0312362 | val_loss: 0.0312353 | Time: 4685.5 ms [2022-04-10 08:31:56 main:574] : INFO : Epoch 1959 | loss: 0.0312364 | val_loss: 0.0312365 | Time: 4684.88 ms [2022-04-10 08:32:01 main:574] : INFO : Epoch 1960 | loss: 0.0312369 | val_loss: 0.0312351 | Time: 4707.57 ms [2022-04-10 08:32:06 main:574] : INFO : Epoch 1961 | loss: 0.0312373 | val_loss: 0.0312369 | Time: 4711.92 ms [2022-04-10 08:32:10 main:574] : INFO : Epoch 1962 | loss: 0.0312383 | val_loss: 0.0312414 | Time: 4695.02 ms [2022-04-10 08:32:15 main:574] : INFO : Epoch 1963 | loss: 0.0312395 | val_loss: 0.0312372 | Time: 4700.59 ms [2022-04-10 08:32:20 main:574] : INFO : Epoch 1964 | loss: 0.0312374 | val_loss: 0.0312365 | Time: 4676.83 ms [2022-04-10 08:32:25 main:574] : INFO : Epoch 1965 | loss: 0.0312375 | val_loss: 0.0312354 | Time: 4670.71 ms [2022-04-10 08:32:29 main:574] : INFO : Epoch 1966 | loss: 0.0312372 | val_loss: 0.0312377 | Time: 4690.79 ms [2022-04-10 08:32:34 main:574] : INFO : Epoch 1967 | loss: 0.0312373 | val_loss: 0.0312354 | Time: 4715.65 ms [2022-04-10 08:32:39 main:574] : INFO : Epoch 1968 | loss: 0.0312375 | val_loss: 0.0312363 | Time: 4689.52 ms [2022-04-10 08:32:43 main:574] : INFO : Epoch 1969 | loss: 0.0312359 | val_loss: 0.031236 | Time: 4724.1 ms [2022-04-10 08:32:48 main:574] : INFO : Epoch 1970 | loss: 0.0312367 | val_loss: 0.0312357 | Time: 4721.53 ms [2022-04-10 08:32:53 main:574] : INFO : Epoch 1971 | loss: 0.0312376 | val_loss: 0.0312377 | Time: 4700.14 ms [2022-04-10 08:32:58 main:574] : INFO : Epoch 1972 | loss: 0.0312378 | val_loss: 0.0312404 | Time: 4708.77 ms [2022-04-10 08:33:02 main:574] : INFO : Epoch 1973 | loss: 0.0312393 | val_loss: 0.031237 | Time: 4691.63 ms [2022-04-10 08:33:07 main:574] : INFO : Epoch 1974 | loss: 0.0312365 | val_loss: 0.0312354 | Time: 4721.87 ms [2022-04-10 08:33:12 main:574] : INFO : Epoch 1975 | loss: 0.0312367 | val_loss: 0.0312389 | Time: 4725.38 ms [2022-04-10 08:33:16 main:574] : INFO : Epoch 1976 | loss: 0.0312372 | val_loss: 0.0312364 | Time: 4533.79 ms [2022-04-10 08:33:21 main:574] : INFO : Epoch 1977 | loss: 0.0312366 | val_loss: 0.0312368 | Time: 4458.35 ms [2022-04-10 08:33:25 main:574] : INFO : Epoch 1978 | loss: 0.0312365 | val_loss: 0.031236 | Time: 4685.01 ms [2022-04-10 08:33:30 main:574] : INFO : Epoch 1979 | loss: 0.0312365 | val_loss: 0.0312361 | Time: 4696.29 ms [2022-04-10 08:33:35 main:574] : INFO : Epoch 1980 | loss: 0.0312369 | val_loss: 0.0312371 | Time: 4686.93 ms [2022-04-10 08:33:39 main:574] : INFO : Epoch 1981 | loss: 0.0312367 | val_loss: 0.0312397 | Time: 4681.42 ms [2022-04-10 08:33:44 main:574] : INFO : Epoch 1982 | loss: 0.0312397 | val_loss: 0.0312355 | Time: 4766.62 ms [2022-04-10 08:33:49 main:574] : INFO : Epoch 1983 | loss: 0.0312411 | val_loss: 0.0312378 | Time: 4826.18 ms [2022-04-10 08:33:54 main:574] : INFO : Epoch 1984 | loss: 0.0312386 | val_loss: 0.0312378 | Time: 4757.99 ms [2022-04-10 08:33:59 main:574] : INFO : Epoch 1985 | loss: 0.0312392 | val_loss: 0.031238 | Time: 4962.58 ms [2022-04-10 08:34:04 main:574] : INFO : Epoch 1986 | loss: 0.0312369 | val_loss: 0.0312365 | Time: 4780.73 ms [2022-04-10 08:34:08 main:574] : INFO : Epoch 1987 | loss: 0.0312363 | val_loss: 0.0312365 | Time: 4685.38 ms [2022-04-10 08:34:13 main:574] : INFO : Epoch 1988 | loss: 0.0312379 | val_loss: 0.0312372 | Time: 4649.71 ms [2022-04-10 08:34:18 main:574] : INFO : Epoch 1989 | loss: 0.0312367 | val_loss: 0.0312361 | Time: 4636.53 ms [2022-04-10 08:34:22 main:574] : INFO : Epoch 1990 | loss: 0.0312374 | val_loss: 0.0312369 | Time: 4658.98 ms [2022-04-10 08:34:27 main:574] : INFO : Epoch 1991 | loss: 0.0312384 | val_loss: 0.0312361 | Time: 4687.57 ms [2022-04-10 08:34:32 main:574] : INFO : Epoch 1992 | loss: 0.0312363 | val_loss: 0.0312356 | Time: 4659.7 ms [2022-04-10 08:34:36 main:574] : INFO : Epoch 1993 | loss: 0.0312364 | val_loss: 0.0312407 | Time: 4681.09 ms [2022-04-10 08:34:41 main:574] : INFO : Epoch 1994 | loss: 0.0312385 | val_loss: 0.0312365 | Time: 4683.23 ms [2022-04-10 08:34:46 main:574] : INFO : Epoch 1995 | loss: 0.0312366 | val_loss: 0.0312356 | Time: 4631.16 ms [2022-04-10 08:34:50 main:574] : INFO : Epoch 1996 | loss: 0.0312361 | val_loss: 0.0312363 | Time: 4618.67 ms [2022-04-10 08:34:55 main:574] : INFO : Epoch 1997 | loss: 0.0312364 | val_loss: 0.0312358 | Time: 4669.73 ms [2022-04-10 08:35:00 main:574] : INFO : Epoch 1998 | loss: 0.0312368 | val_loss: 0.0312364 | Time: 4654.91 ms [2022-04-10 08:35:04 main:574] : INFO : Epoch 1999 | loss: 0.0312394 | val_loss: 0.0312383 | Time: 4644.51 ms [2022-04-10 08:35:09 main:574] : INFO : Epoch 2000 | loss: 0.0312379 | val_loss: 0.0312359 | Time: 4653.68 ms [2022-04-10 08:35:14 main:574] : INFO : Epoch 2001 | loss: 0.0312367 | val_loss: 0.0312388 | Time: 4648.33 ms [2022-04-10 08:35:18 main:574] : INFO : Epoch 2002 | loss: 0.0312376 | val_loss: 0.0312359 | Time: 4639.86 ms [2022-04-10 08:35:23 main:574] : INFO : Epoch 2003 | loss: 0.0312374 | val_loss: 0.031238 | Time: 4693.98 ms [2022-04-10 08:35:28 main:574] : INFO : Epoch 2004 | loss: 0.0312365 | val_loss: 0.031236 | Time: 4723.12 ms [2022-04-10 08:35:32 main:574] : INFO : Epoch 2005 | loss: 0.0312363 | val_loss: 0.0312354 | Time: 4736.29 ms [2022-04-10 08:35:37 main:574] : INFO : Epoch 2006 | loss: 0.0312362 | val_loss: 0.031236 | Time: 4730.22 ms [2022-04-10 08:35:42 main:574] : INFO : Epoch 2007 | loss: 0.0312392 | val_loss: 0.0312394 | Time: 4744.91 ms [2022-04-10 08:35:47 main:574] : INFO : Epoch 2008 | loss: 0.0312388 | val_loss: 0.0312365 | Time: 4729.26 ms [2022-04-10 08:35:51 main:574] : INFO : Epoch 2009 | loss: 0.0312373 | val_loss: 0.0312357 | Time: 4761.51 ms [2022-04-10 08:35:56 main:574] : INFO : Epoch 2010 | loss: 0.0312363 | val_loss: 0.031236 | Time: 4724.3 ms [2022-04-10 08:36:01 main:574] : INFO : Epoch 2011 | loss: 0.0312373 | val_loss: 0.0312364 | Time: 4772.36 ms [2022-04-10 08:36:06 main:574] : INFO : Epoch 2012 | loss: 0.0312385 | val_loss: 0.0312431 | Time: 4725.06 ms [2022-04-10 08:36:10 main:574] : INFO : Epoch 2013 | loss: 0.0312367 | val_loss: 0.0312364 | Time: 4763.92 ms [2022-04-10 08:36:15 main:574] : INFO : Epoch 2014 | loss: 0.0312359 | val_loss: 0.031239 | Time: 4691.54 ms [2022-04-10 08:36:20 main:574] : INFO : Epoch 2015 | loss: 0.0312367 | val_loss: 0.0312371 | Time: 4708.2 ms [2022-04-10 08:36:25 main:574] : INFO : Epoch 2016 | loss: 0.0312379 | val_loss: 0.0312422 | Time: 4688.53 ms [2022-04-10 08:36:29 main:574] : INFO : Epoch 2017 | loss: 0.0312382 | val_loss: 0.0312367 | Time: 4725.3 ms [2022-04-10 08:36:34 main:574] : INFO : Epoch 2018 | loss: 0.0312366 | val_loss: 0.031239 | Time: 4704.91 ms [2022-04-10 08:36:39 main:574] : INFO : Epoch 2019 | loss: 0.0312366 | val_loss: 0.0312368 | Time: 4708.13 ms [2022-04-10 08:36:43 main:574] : INFO : Epoch 2020 | loss: 0.0312368 | val_loss: 0.0312375 | Time: 4748.38 ms [2022-04-10 08:36:48 main:574] : INFO : Epoch 2021 | loss: 0.0312379 | val_loss: 0.0312392 | Time: 4694.83 ms [2022-04-10 08:36:53 main:574] : INFO : Epoch 2022 | loss: 0.0312373 | val_loss: 0.0312396 | Time: 4692.59 ms [2022-04-10 08:36:57 main:574] : INFO : Epoch 2023 | loss: 0.0312385 | val_loss: 0.03124 | Time: 4664.02 ms [2022-04-10 08:37:02 main:574] : INFO : Epoch 2024 | loss: 0.0312367 | val_loss: 0.0312374 | Time: 4694.85 ms [2022-04-10 08:37:07 main:574] : INFO : Epoch 2025 | loss: 0.0312366 | val_loss: 0.0312372 | Time: 4700.69 ms [2022-04-10 08:37:12 main:574] : INFO : Epoch 2026 | loss: 0.0312363 | val_loss: 0.0312372 | Time: 4707.19 ms [2022-04-10 08:37:16 main:574] : INFO : Epoch 2027 | loss: 0.0312377 | val_loss: 0.0312404 | Time: 4708.46 ms [2022-04-10 08:37:21 main:574] : INFO : Epoch 2028 | loss: 0.0312394 | val_loss: 0.0312362 | Time: 4707.9 ms [2022-04-10 08:37:26 main:574] : INFO : Epoch 2029 | loss: 0.0312374 | val_loss: 0.0312374 | Time: 4725.01 ms [2022-04-10 08:37:30 main:574] : INFO : Epoch 2030 | loss: 0.0312367 | val_loss: 0.031239 | Time: 4699.32 ms [2022-04-10 08:37:35 main:574] : INFO : Epoch 2031 | loss: 0.0312362 | val_loss: 0.0312368 | Time: 4852.3 ms [2022-04-10 08:37:40 main:574] : INFO : Epoch 2032 | loss: 0.031237 | val_loss: 0.0312429 | Time: 4666.84 ms [2022-04-10 08:37:45 main:574] : INFO : Epoch 2033 | loss: 0.0312415 | val_loss: 0.0312434 | Time: 4702.37 ms [2022-04-10 08:37:49 main:574] : INFO : Epoch 2034 | loss: 0.0312452 | val_loss: 0.0312393 | Time: 4647.93 ms [2022-04-10 08:37:54 main:574] : INFO : Epoch 2035 | loss: 0.0312395 | val_loss: 0.031237 | Time: 4720.29 ms [2022-04-10 08:37:59 main:574] : INFO : Epoch 2036 | loss: 0.0312367 | val_loss: 0.0312378 | Time: 4719.84 ms [2022-04-10 08:38:04 main:574] : INFO : Epoch 2037 | loss: 0.0312377 | val_loss: 0.0312381 | Time: 4722.82 ms [2022-04-10 08:38:08 main:574] : INFO : Epoch 2038 | loss: 0.0312375 | val_loss: 0.0312399 | Time: 4689.07 ms [2022-04-10 08:38:13 main:574] : INFO : Epoch 2039 | loss: 0.0312415 | val_loss: 0.0312375 | Time: 4702.15 ms [2022-04-10 08:38:18 main:574] : INFO : Epoch 2040 | loss: 0.0312371 | val_loss: 0.0312385 | Time: 4695.9 ms [2022-04-10 08:38:22 main:574] : INFO : Epoch 2041 | loss: 0.0312376 | val_loss: 0.0312409 | Time: 4680.69 ms [2022-04-10 08:38:27 main:574] : INFO : Epoch 2042 | loss: 0.031237 | val_loss: 0.0312382 | Time: 4731.47 ms [2022-04-10 08:38:32 main:574] : INFO : Epoch 2043 | loss: 0.0312367 | val_loss: 0.0312367 | Time: 4710.37 ms [2022-04-10 08:38:37 main:574] : INFO : Epoch 2044 | loss: 0.0312363 | val_loss: 0.0312379 | Time: 4696.23 ms [2022-04-10 08:38:41 main:574] : INFO : Epoch 2045 | loss: 0.0312373 | val_loss: 0.0312406 | Time: 4685.54 ms [2022-04-10 08:38:46 main:574] : INFO : Epoch 2046 | loss: 0.0312397 | val_loss: 0.0312434 | Time: 4721.44 ms [2022-04-10 08:38:51 main:574] : INFO : Epoch 2047 | loss: 0.0312375 | val_loss: 0.0312369 | Time: 4690.21 ms [2022-04-10 08:38:55 main:574] : INFO : Epoch 2048 | loss: 0.0312373 | val_loss: 0.0312372 | Time: 4705.22 ms [2022-04-10 08:38:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312372 [2022-04-10 08:38:55 main:603] : INFO : Saving end state to config to file [2022-04-10 08:38:55 main:608] : INFO : Success, exiting.. 08:38:55 (1916): 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)