Task 5143637
| Name | ParityModified-1619582206-15180-1_0 |
| Workunit | 3089744 |
| Created | 4 May 2021, 4:41:59 UTC |
| Sent | 12 May 2021, 14:41:52 UTC |
| Report deadline | 19 May 2021, 14:41:52 UTC |
| Received | 12 May 2021, 18:32:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4440 |
| Run time | 2 hours 48 min 41 sec |
| CPU time | 2 hours 39 min 57 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,458.85 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 1542 | loss: 0.0312401 | val_loss: 0.0312455 | Time: 4869.92 ms [2021-05-12 12:51:31 main:574] : INFO : Epoch 1543 | loss: 0.0312409 | val_loss: 0.0312489 | Time: 4838.67 ms [2021-05-12 12:51:36 main:574] : INFO : Epoch 1544 | loss: 0.0312407 | val_loss: 0.0312459 | Time: 4829.19 ms [2021-05-12 12:51:41 main:574] : INFO : Epoch 1545 | loss: 0.0312432 | val_loss: 0.031246 | Time: 4798.95 ms [2021-05-12 12:51:46 main:574] : INFO : Epoch 1546 | loss: 0.031242 | val_loss: 0.0312458 | Time: 4794.14 ms [2021-05-12 12:51:50 main:574] : INFO : Epoch 1547 | loss: 0.0312394 | val_loss: 0.0312459 | Time: 4714.79 ms [2021-05-12 12:51:56 main:574] : INFO : Epoch 1548 | loss: 0.0312393 | val_loss: 0.0312462 | Time: 5089.08 ms [2021-05-12 12:52:00 main:574] : INFO : Epoch 1549 | loss: 0.0312424 | val_loss: 0.0312459 | Time: 4832.94 ms [2021-05-12 12:52:05 main:574] : INFO : Epoch 1550 | loss: 0.0312393 | val_loss: 0.0312481 | Time: 4851 ms [2021-05-12 12:52:10 main:574] : INFO : Epoch 1551 | loss: 0.0312396 | val_loss: 0.0312452 | Time: 4767.12 ms [2021-05-12 12:52:15 main:574] : INFO : Epoch 1552 | loss: 0.0312397 | val_loss: 0.031246 | Time: 4841.03 ms [2021-05-12 12:52:20 main:574] : INFO : Epoch 1553 | loss: 0.0312386 | val_loss: 0.0312467 | Time: 4863.31 ms [2021-05-12 12:52:25 main:574] : INFO : Epoch 1554 | loss: 0.0312398 | val_loss: 0.0312462 | Time: 4672.25 ms [2021-05-12 12:52:30 main:574] : INFO : Epoch 1555 | loss: 0.0312444 | val_loss: 0.0312494 | Time: 4871.16 ms [2021-05-12 12:52:35 main:574] : INFO : Epoch 1556 | loss: 0.0312401 | val_loss: 0.0312484 | Time: 4996.72 ms [2021-05-12 12:52:40 main:574] : INFO : Epoch 1557 | loss: 0.0312386 | val_loss: 0.0312459 | Time: 4851.68 ms [2021-05-12 12:52:44 main:574] : INFO : Epoch 1558 | loss: 0.031238 | val_loss: 0.0312478 | Time: 4721.11 ms [2021-05-12 12:52:49 main:574] : INFO : Epoch 1559 | loss: 0.0312393 | val_loss: 0.0312464 | Time: 4791.14 ms [2021-05-12 12:52:54 main:574] : INFO : Epoch 1560 | loss: 0.0312379 | val_loss: 0.0312478 | Time: 4833.07 ms [2021-05-12 12:52:59 main:574] : INFO : Epoch 1561 | loss: 0.0312418 | val_loss: 0.0312456 | Time: 4871.1 ms [2021-05-12 12:53:04 main:574] : INFO : Epoch 1562 | loss: 0.0312422 | val_loss: 0.0312494 | Time: 4756.04 ms [2021-05-12 12:53:09 main:574] : INFO : Epoch 1563 | loss: 0.0312394 | val_loss: 0.0312469 | Time: 4880.76 ms [2021-05-12 12:53:14 main:574] : INFO : Epoch 1564 | loss: 0.0312396 | val_loss: 0.0312502 | Time: 4868.56 ms [2021-05-12 12:53:19 main:574] : INFO : Epoch 1565 | loss: 0.0312385 | val_loss: 0.0312467 | Time: 4947.91 ms [2021-05-12 12:53:24 main:574] : INFO : Epoch 1566 | loss: 0.0312381 | val_loss: 0.0312452 | Time: 4898.97 ms [2021-05-12 12:53:29 main:574] : INFO : Epoch 1567 | loss: 0.031238 | val_loss: 0.0312471 | Time: 4925.05 ms [2021-05-12 12:53:34 main:574] : INFO : Epoch 1568 | loss: 0.03124 | val_loss: 0.0312478 | Time: 4856.71 ms [2021-05-12 12:53:39 main:574] : INFO : Epoch 1569 | loss: 0.0312381 | val_loss: 0.0312455 | Time: 4906.36 ms [2021-05-12 12:53:43 main:574] : INFO : Epoch 1570 | loss: 0.0312401 | val_loss: 0.0312442 | Time: 4744.24 ms [2021-05-12 12:53:48 main:574] : INFO : Epoch 1571 | loss: 0.0312389 | val_loss: 0.0312458 | Time: 4911.97 ms [2021-05-12 12:53:53 main:574] : INFO : Epoch 1572 | loss: 0.031238 | val_loss: 0.0312463 | Time: 4895.58 ms [2021-05-12 12:53:58 main:574] : INFO : Epoch 1573 | loss: 0.0312379 | val_loss: 0.0312495 | Time: 4926.43 ms [2021-05-12 12:54:03 main:574] : INFO : Epoch 1574 | loss: 0.0312409 | val_loss: 0.0312472 | Time: 4773.87 ms [2021-05-12 12:54:08 main:574] : INFO : Epoch 1575 | loss: 0.0312403 | val_loss: 0.031245 | Time: 4713.75 ms [2021-05-12 12:54:13 main:574] : INFO : Epoch 1576 | loss: 0.0312393 | val_loss: 0.0312463 | Time: 4829.9 ms [2021-05-12 12:54:18 main:574] : INFO : Epoch 1577 | loss: 0.0312382 | val_loss: 0.0312447 | Time: 4780.59 ms [2021-05-12 12:54:23 main:574] : INFO : Epoch 1578 | loss: 0.031242 | val_loss: 0.0312462 | Time: 5012.48 ms [2021-05-12 12:54:27 main:574] : INFO : Epoch 1579 | loss: 0.0312374 | val_loss: 0.0312466 | Time: 4778.13 ms [2021-05-12 12:54:32 main:574] : INFO : Epoch 1580 | loss: 0.0312368 | val_loss: 0.0312456 | Time: 4838.24 ms [2021-05-12 12:54:37 main:574] : INFO : Epoch 1581 | loss: 0.0312368 | val_loss: 0.0312462 | Time: 4830.97 ms [2021-05-12 12:54:42 main:574] : INFO : Epoch 1582 | loss: 0.0312371 | val_loss: 0.0312468 | Time: 4789.18 ms [2021-05-12 12:54:47 main:574] : INFO : Epoch 1583 | loss: 0.0312373 | val_loss: 0.0312452 | Time: 4677.7 ms [2021-05-12 12:54:52 main:574] : INFO : Epoch 1584 | loss: 0.0312383 | val_loss: 0.0312481 | Time: 4855.36 ms [2021-05-12 12:54:57 main:574] : INFO : Epoch 1585 | loss: 0.031237 | val_loss: 0.0312448 | Time: 4774.81 ms [2021-05-12 12:55:01 main:574] : INFO : Epoch 1586 | loss: 0.0312372 | val_loss: 0.0312441 | Time: 4711.36 ms [2021-05-12 12:55:06 main:574] : INFO : Epoch 1587 | loss: 0.0312377 | val_loss: 0.0312459 | Time: 4802.07 ms [2021-05-12 12:55:11 main:574] : INFO : Epoch 1588 | loss: 0.0312365 | val_loss: 0.0312445 | Time: 4912.15 ms [2021-05-12 12:55:16 main:574] : INFO : Epoch 1589 | loss: 0.0312365 | val_loss: 0.0312466 | Time: 4765.55 ms [2021-05-12 12:55:21 main:574] : INFO : Epoch 1590 | loss: 0.0312364 | val_loss: 0.0312452 | Time: 4810.7 ms [2021-05-12 12:55:26 main:574] : INFO : Epoch 1591 | loss: 0.0312365 | val_loss: 0.0312486 | Time: 4895.45 ms [2021-05-12 12:55:31 main:574] : INFO : Epoch 1592 | loss: 0.0312379 | val_loss: 0.0312476 | Time: 4865.09 ms [2021-05-12 12:55:36 main:574] : INFO : Epoch 1593 | loss: 0.0312378 | val_loss: 0.031244 | Time: 4902.35 ms [2021-05-12 12:55:41 main:574] : INFO : Epoch 1594 | loss: 0.0312377 | val_loss: 0.0312441 | Time: 4875.54 ms [2021-05-12 12:55:45 main:574] : INFO : Epoch 1595 | loss: 0.0312394 | val_loss: 0.0312447 | Time: 4807.05 ms [2021-05-12 12:55:50 main:574] : INFO : Epoch 1596 | loss: 0.0312377 | val_loss: 0.0312484 | Time: 4793.68 ms [2021-05-12 12:55:55 main:574] : INFO : Epoch 1597 | loss: 0.0312371 | val_loss: 0.0312466 | Time: 4827.05 ms [2021-05-12 12:56:00 main:574] : INFO : Epoch 1598 | loss: 0.0312359 | val_loss: 0.0312463 | Time: 5225.73 ms [2021-05-12 12:56:06 main:574] : INFO : Epoch 1599 | loss: 0.0312351 | val_loss: 0.0312448 | Time: 5187.49 ms [2021-05-12 12:56:11 main:574] : INFO : Epoch 1600 | loss: 0.031236 | val_loss: 0.0312469 | Time: 4791.43 ms [2021-05-12 12:56:16 main:574] : INFO : Epoch 1601 | loss: 0.0312379 | val_loss: 0.0312442 | Time: 4913.91 ms [2021-05-12 12:56:21 main:574] : INFO : Epoch 1602 | loss: 0.0312388 | val_loss: 0.031248 | Time: 4893.27 ms [2021-05-12 12:56:26 main:574] : INFO : Epoch 1603 | loss: 0.031236 | val_loss: 0.0312446 | Time: 4799.36 ms [2021-05-12 12:56:30 main:574] : INFO : Epoch 1604 | loss: 0.0312365 | val_loss: 0.0312439 | Time: 4762.76 ms [2021-05-12 12:56:35 main:574] : INFO : Epoch 1605 | loss: 0.031235 | val_loss: 0.0312476 | Time: 4797.42 ms [2021-05-12 12:56:40 main:574] : INFO : Epoch 1606 | loss: 0.0312348 | val_loss: 0.0312467 | Time: 4850.78 ms [2021-05-12 12:56:45 main:574] : INFO : Epoch 1607 | loss: 0.0312355 | val_loss: 0.0312488 | Time: 4772.04 ms [2021-05-12 12:56:50 main:574] : INFO : Epoch 1608 | loss: 0.0312347 | val_loss: 0.0312461 | Time: 4889.12 ms [2021-05-12 12:56:55 main:574] : INFO : Epoch 1609 | loss: 0.0312351 | val_loss: 0.0312473 | Time: 4741.68 ms [2021-05-12 12:57:00 main:574] : INFO : Epoch 1610 | loss: 0.0312353 | val_loss: 0.0312454 | Time: 4818.22 ms [2021-05-12 12:57:05 main:574] : INFO : Epoch 1611 | loss: 0.0312381 | val_loss: 0.0312443 | Time: 4838.26 ms [2021-05-12 12:57:09 main:574] : INFO : Epoch 1612 | loss: 0.0312377 | val_loss: 0.0312443 | Time: 4773.17 ms [2021-05-12 12:57:14 main:574] : INFO : Epoch 1613 | loss: 0.0312361 | val_loss: 0.0312459 | Time: 4786.02 ms [2021-05-12 12:57:19 main:574] : INFO : Epoch 1614 | loss: 0.0312351 | val_loss: 0.0312452 | Time: 4865.37 ms [2021-05-12 12:57:24 main:574] : INFO : Epoch 1615 | loss: 0.0312349 | val_loss: 0.0312451 | Time: 4797.71 ms [2021-05-12 12:57:29 main:574] : INFO : Epoch 1616 | loss: 0.0312365 | val_loss: 0.0312442 | Time: 4715.41 ms [2021-05-12 12:57:34 main:574] : INFO : Epoch 1617 | loss: 0.0312374 | val_loss: 0.0312426 | Time: 4818.87 ms [2021-05-12 12:57:39 main:574] : INFO : Epoch 1618 | loss: 0.0312387 | val_loss: 0.0312436 | Time: 4815.1 ms [2021-05-12 12:57:44 main:574] : INFO : Epoch 1619 | loss: 0.0312361 | val_loss: 0.0312463 | Time: 4878.8 ms [2021-05-12 12:57:48 main:574] : INFO : Epoch 1620 | loss: 0.0312356 | val_loss: 0.0312471 | Time: 4652.4 ms [2021-05-12 12:57:53 main:574] : INFO : Epoch 1621 | loss: 0.0312356 | val_loss: 0.0312474 | Time: 4887.78 ms [2021-05-12 12:57:58 main:574] : INFO : Epoch 1622 | loss: 0.0312368 | val_loss: 0.0312439 | Time: 4841.88 ms [2021-05-12 12:58:03 main:574] : INFO : Epoch 1623 | loss: 0.0312373 | val_loss: 0.0312442 | Time: 4960.69 ms [2021-05-12 12:58:08 main:574] : INFO : Epoch 1624 | loss: 0.0312359 | val_loss: 0.031244 | Time: 4729.89 ms [2021-05-12 12:58:13 main:574] : INFO : Epoch 1625 | loss: 0.0312351 | val_loss: 0.0312467 | Time: 4974.81 ms [2021-05-12 12:58:18 main:574] : INFO : Epoch 1626 | loss: 0.0312348 | val_loss: 0.0312452 | Time: 4882.29 ms [2021-05-12 12:58:23 main:574] : INFO : Epoch 1627 | loss: 0.0312368 | val_loss: 0.0312464 | Time: 4798.55 ms [2021-05-12 12:58:28 main:574] : INFO : Epoch 1628 | loss: 0.0312378 | val_loss: 0.0312481 | Time: 4827.02 ms [2021-05-12 12:58:32 main:574] : INFO : Epoch 1629 | loss: 0.0312357 | val_loss: 0.0312462 | Time: 4813.61 ms [2021-05-12 12:58:37 main:574] : INFO : Epoch 1630 | loss: 0.0312345 | val_loss: 0.0312435 | Time: 4793.02 ms [2021-05-12 12:58:42 main:574] : INFO : Epoch 1631 | loss: 0.0312346 | val_loss: 0.0312454 | Time: 4670.29 ms [2021-05-12 12:58:47 main:574] : INFO : Epoch 1632 | loss: 0.0312342 | val_loss: 0.0312456 | Time: 4753.76 ms [2021-05-12 12:58:52 main:574] : INFO : Epoch 1633 | loss: 0.0312345 | val_loss: 0.0312437 | Time: 4854.57 ms [2021-05-12 12:58:57 main:574] : INFO : Epoch 1634 | loss: 0.0312358 | val_loss: 0.0312446 | Time: 4745.23 ms [2021-05-12 12:59:02 main:574] : INFO : Epoch 1635 | loss: 0.0312356 | val_loss: 0.0312449 | Time: 4974.03 ms [2021-05-12 12:59:07 main:574] : INFO : Epoch 1636 | loss: 0.0312352 | val_loss: 0.0312443 | Time: 5035.78 ms [2021-05-12 12:59:12 main:574] : INFO : Epoch 1637 | loss: 0.0312349 | val_loss: 0.0312443 | Time: 5014.22 ms [2021-05-12 12:59:17 main:574] : INFO : Epoch 1638 | loss: 0.0312363 | val_loss: 0.0312485 | Time: 5013.46 ms [2021-05-12 12:59:22 main:574] : INFO : Epoch 1639 | loss: 0.0312365 | val_loss: 0.0312468 | Time: 4893.95 ms [2021-05-12 12:59:27 main:574] : INFO : Epoch 1640 | loss: 0.0312339 | val_loss: 0.0312473 | Time: 4906.32 ms [2021-05-12 12:59:32 main:574] : INFO : Epoch 1641 | loss: 0.0312356 | val_loss: 0.0312456 | Time: 4891.42 ms [2021-05-12 12:59:37 main:574] : INFO : Epoch 1642 | loss: 0.0312354 | val_loss: 0.0312449 | Time: 4927.07 ms [2021-05-12 12:59:42 main:574] : INFO : Epoch 1643 | loss: 0.03124 | val_loss: 0.0312479 | Time: 4938.65 ms [2021-05-12 12:59:47 main:574] : INFO : Epoch 1644 | loss: 0.0312389 | val_loss: 0.0312432 | Time: 4825.88 ms [2021-05-12 12:59:52 main:574] : INFO : Epoch 1645 | loss: 0.0312341 | val_loss: 0.0312441 | Time: 4932.71 ms [2021-05-12 12:59:57 main:574] : INFO : Epoch 1646 | loss: 0.0312336 | val_loss: 0.0312444 | Time: 4804.98 ms [2021-05-12 13:00:01 main:574] : INFO : Epoch 1647 | loss: 0.0312334 | val_loss: 0.0312448 | Time: 4780.46 ms [2021-05-12 13:00:06 main:574] : INFO : Epoch 1648 | loss: 0.0312341 | val_loss: 0.0312436 | Time: 4716.36 ms [2021-05-12 13:00:11 main:574] : INFO : Epoch 1649 | loss: 0.0312357 | val_loss: 0.0312469 | Time: 5012.9 ms [2021-05-12 13:00:16 main:574] : INFO : Epoch 1650 | loss: 0.0312364 | val_loss: 0.0312455 | Time: 4832 ms [2021-05-12 13:00:21 main:574] : INFO : Epoch 1651 | loss: 0.0312331 | val_loss: 0.0312502 | Time: 4760.99 ms [2021-05-12 13:00:26 main:574] : INFO : Epoch 1652 | loss: 0.0312345 | val_loss: 0.0312446 | Time: 4741.18 ms [2021-05-12 13:00:31 main:574] : INFO : Epoch 1653 | loss: 0.0312334 | val_loss: 0.0312454 | Time: 4740.57 ms [2021-05-12 13:00:36 main:574] : INFO : Epoch 1654 | loss: 0.0312326 | val_loss: 0.0312514 | Time: 4824.73 ms [2021-05-12 13:00:41 main:574] : INFO : Epoch 1655 | loss: 0.0312355 | val_loss: 0.0312455 | Time: 4722.61 ms [2021-05-12 13:00:46 main:574] : INFO : Epoch 1656 | loss: 0.0312346 | val_loss: 0.0312438 | Time: 4733.54 ms [2021-05-12 13:00:51 main:574] : INFO : Epoch 1657 | loss: 0.0312328 | val_loss: 0.0312505 | Time: 4751.61 ms [2021-05-12 13:00:56 main:574] : INFO : Epoch 1658 | loss: 0.0312362 | val_loss: 0.0312436 | Time: 4863.6 ms [2021-05-12 13:01:01 main:574] : INFO : Epoch 1659 | loss: 0.0312372 | val_loss: 0.0312544 | Time: 4875.39 ms [2021-05-12 13:01:05 main:574] : INFO : Epoch 1660 | loss: 0.0312372 | val_loss: 0.0312467 | Time: 4681.23 ms [2021-05-12 13:01:10 main:574] : INFO : Epoch 1661 | loss: 0.0312337 | val_loss: 0.031253 | Time: 4914.28 ms [2021-05-12 13:01:15 main:574] : INFO : Epoch 1662 | loss: 0.0312334 | val_loss: 0.0312473 | Time: 4763.13 ms [2021-05-12 13:01:20 main:574] : INFO : Epoch 1663 | loss: 0.031233 | val_loss: 0.0312449 | Time: 4828.58 ms [2021-05-12 13:01:25 main:574] : INFO : Epoch 1664 | loss: 0.0312319 | val_loss: 0.0312458 | Time: 4837.91 ms [2021-05-12 13:01:30 main:574] : INFO : Epoch 1665 | loss: 0.0312341 | val_loss: 0.0312426 | Time: 4769.41 ms [2021-05-12 13:01:35 main:574] : INFO : Epoch 1666 | loss: 0.0312372 | val_loss: 0.031243 | Time: 4852.98 ms [2021-05-12 13:01:40 main:574] : INFO : Epoch 1667 | loss: 0.0312347 | val_loss: 0.0312447 | Time: 4770.72 ms [2021-05-12 13:01:44 main:574] : INFO : Epoch 1668 | loss: 0.031234 | val_loss: 0.0312449 | Time: 4866.93 ms [2021-05-12 13:01:49 main:574] : INFO : Epoch 1669 | loss: 0.0312338 | val_loss: 0.0312438 | Time: 4739.45 ms [2021-05-12 13:01:54 main:574] : INFO : Epoch 1670 | loss: 0.031234 | val_loss: 0.0312434 | Time: 4813.22 ms [2021-05-12 13:01:59 main:574] : INFO : Epoch 1671 | loss: 0.0312343 | val_loss: 0.0312451 | Time: 4817.55 ms [2021-05-12 13:02:04 main:574] : INFO : Epoch 1672 | loss: 0.0312336 | val_loss: 0.0312475 | Time: 4907.2 ms [2021-05-12 13:02:09 main:574] : INFO : Epoch 1673 | loss: 0.0312341 | val_loss: 0.031247 | Time: 4889.64 ms [2021-05-12 13:02:14 main:574] : INFO : Epoch 1674 | loss: 0.0312328 | val_loss: 0.0312453 | Time: 4761.15 ms [2021-05-12 13:02:19 main:574] : INFO : Epoch 1675 | loss: 0.0312373 | val_loss: 0.0312515 | Time: 4896.13 ms [2021-05-12 13:02:24 main:574] : INFO : Epoch 1676 | loss: 0.0312368 | val_loss: 0.0312447 | Time: 4722.57 ms [2021-05-12 13:02:28 main:574] : INFO : Epoch 1677 | loss: 0.0312335 | val_loss: 0.0312434 | Time: 4796.96 ms [2021-05-12 13:02:33 main:574] : INFO : Epoch 1678 | loss: 0.0312338 | val_loss: 0.0312453 | Time: 4963.51 ms [2021-05-12 13:02:38 main:574] : INFO : Epoch 1679 | loss: 0.031236 | val_loss: 0.031244 | Time: 4888.7 ms [2021-05-12 13:02:43 main:574] : INFO : Epoch 1680 | loss: 0.0312349 | val_loss: 0.0312431 | Time: 4852.14 ms [2021-05-12 13:02:48 main:574] : INFO : Epoch 1681 | loss: 0.0312333 | val_loss: 0.0312454 | Time: 4912.03 ms [2021-05-12 13:02:53 main:574] : INFO : Epoch 1682 | loss: 0.0312323 | val_loss: 0.0312423 | Time: 4846.98 ms [2021-05-12 13:02:58 main:574] : INFO : Epoch 1683 | loss: 0.0312328 | val_loss: 0.0312442 | Time: 4733.86 ms [2021-05-12 13:03:03 main:574] : INFO : Epoch 1684 | loss: 0.031232 | val_loss: 0.0312413 | Time: 4873.21 ms [2021-05-12 13:03:08 main:574] : INFO : Epoch 1685 | loss: 0.0312336 | val_loss: 0.0312435 | Time: 4822.95 ms [2021-05-12 13:03:13 main:574] : INFO : Epoch 1686 | loss: 0.0312323 | val_loss: 0.0312452 | Time: 4791.72 ms [2021-05-12 13:03:18 main:574] : INFO : Epoch 1687 | loss: 0.0312326 | val_loss: 0.0312457 | Time: 4854.32 ms [2021-05-12 13:03:22 main:574] : INFO : Epoch 1688 | loss: 0.0312353 | val_loss: 0.031243 | Time: 4837.12 ms [2021-05-12 13:03:27 main:574] : INFO : Epoch 1689 | loss: 0.0312331 | val_loss: 0.0312432 | Time: 4789 ms [2021-05-12 13:03:32 main:574] : INFO : Epoch 1690 | loss: 0.0312325 | val_loss: 0.0312455 | Time: 4714.52 ms [2021-05-12 13:03:37 main:574] : INFO : Epoch 1691 | loss: 0.0312332 | val_loss: 0.0312432 | Time: 4799.48 ms [2021-05-12 13:03:42 main:574] : INFO : Epoch 1692 | loss: 0.0312319 | val_loss: 0.0312434 | Time: 4858.29 ms [2021-05-12 13:03:47 main:574] : INFO : Epoch 1693 | loss: 0.0312328 | val_loss: 0.0312436 | Time: 4794.87 ms [2021-05-12 13:03:52 main:574] : INFO : Epoch 1694 | loss: 0.0312325 | val_loss: 0.0312437 | Time: 4983.79 ms [2021-05-12 13:03:57 main:574] : INFO : Epoch 1695 | loss: 0.0312354 | val_loss: 0.0312446 | Time: 4773.76 ms [2021-05-12 13:04:02 main:574] : INFO : Epoch 1696 | loss: 0.0312344 | val_loss: 0.0312438 | Time: 4823.93 ms [2021-05-12 13:04:06 main:574] : INFO : Epoch 1697 | loss: 0.0312324 | val_loss: 0.0312429 | Time: 4797.08 ms [2021-05-12 13:04:11 main:574] : INFO : Epoch 1698 | loss: 0.0312323 | val_loss: 0.0312444 | Time: 4774.39 ms [2021-05-12 13:04:16 main:574] : INFO : Epoch 1699 | loss: 0.0312308 | val_loss: 0.0312419 | Time: 4770.67 ms [2021-05-12 13:04:21 main:574] : INFO : Epoch 1700 | loss: 0.0312298 | val_loss: 0.0312435 | Time: 4887.52 ms [2021-05-12 13:04:26 main:574] : INFO : Epoch 1701 | loss: 0.0312307 | val_loss: 0.0312433 | Time: 4898.91 ms [2021-05-12 13:04:31 main:574] : INFO : Epoch 1702 | loss: 0.0312308 | val_loss: 0.0312461 | Time: 4908.79 ms [2021-05-12 13:04:36 main:574] : INFO : Epoch 1703 | loss: 0.0312341 | val_loss: 0.0312434 | Time: 4889.11 ms [2021-05-12 13:04:41 main:574] : INFO : Epoch 1704 | loss: 0.0312309 | val_loss: 0.0312432 | Time: 4800.5 ms [2021-05-12 13:04:45 main:574] : INFO : Epoch 1705 | loss: 0.031233 | val_loss: 0.0312441 | Time: 4739.26 ms [2021-05-12 13:04:50 main:574] : INFO : Epoch 1706 | loss: 0.0312325 | val_loss: 0.0312444 | Time: 4826.45 ms [2021-05-12 13:04:55 main:574] : INFO : Epoch 1707 | loss: 0.0312326 | val_loss: 0.0312428 | Time: 4815.43 ms [2021-05-12 13:05:00 main:574] : INFO : Epoch 1708 | loss: 0.0312314 | val_loss: 0.031241 | Time: 5003.8 ms [2021-05-12 13:05:05 main:574] : INFO : Epoch 1709 | loss: 0.0312312 | val_loss: 0.0312425 | Time: 4889.56 ms [2021-05-12 13:05:10 main:574] : INFO : Epoch 1710 | loss: 0.031233 | val_loss: 0.0312394 | Time: 4849.07 ms [2021-05-12 13:05:15 main:574] : INFO : Epoch 1711 | loss: 0.0312314 | val_loss: 0.0312406 | Time: 4834.47 ms [2021-05-12 13:05:20 main:574] : INFO : Epoch 1712 | loss: 0.0312337 | val_loss: 0.0312408 | Time: 4939.46 ms [2021-05-12 13:05:25 main:574] : INFO : Epoch 1713 | loss: 0.0312339 | val_loss: 0.0312421 | Time: 4690.4 ms [2021-05-12 13:05:30 main:574] : INFO : Epoch 1714 | loss: 0.0312295 | val_loss: 0.0312414 | Time: 4821.3 ms [2021-05-12 13:05:35 main:574] : INFO : Epoch 1715 | loss: 0.0312284 | val_loss: 0.0312426 | Time: 4935.02 ms [2021-05-12 13:05:40 main:574] : INFO : Epoch 1716 | loss: 0.0312284 | val_loss: 0.0312418 | Time: 4815.77 ms [2021-05-12 13:05:44 main:574] : INFO : Epoch 1717 | loss: 0.0312302 | val_loss: 0.0312405 | Time: 4830.84 ms [2021-05-12 13:05:49 main:574] : INFO : Epoch 1718 | loss: 0.0312363 | val_loss: 0.0312399 | Time: 4872.12 ms [2021-05-12 13:05:54 main:574] : INFO : Epoch 1719 | loss: 0.0312379 | val_loss: 0.0312456 | Time: 4856.14 ms [2021-05-12 13:05:59 main:574] : INFO : Epoch 1720 | loss: 0.0312399 | val_loss: 0.0312434 | Time: 4921.76 ms [2021-05-12 13:06:04 main:574] : INFO : Epoch 1721 | loss: 0.0312382 | val_loss: 0.0312448 | Time: 4855.37 ms [2021-05-12 13:06:09 main:574] : INFO : Epoch 1722 | loss: 0.0312391 | val_loss: 0.0312404 | Time: 4701.5 ms [2021-05-12 13:06:14 main:574] : INFO : Epoch 1723 | loss: 0.0312369 | val_loss: 0.0312421 | Time: 4813.13 ms [2021-05-12 13:06:19 main:574] : INFO : Epoch 1724 | loss: 0.0312356 | val_loss: 0.0312419 | Time: 4724.76 ms [2021-05-12 13:06:23 main:574] : INFO : Epoch 1725 | loss: 0.0312354 | val_loss: 0.0312416 | Time: 4814.43 ms [2021-05-12 13:06:28 main:574] : INFO : Epoch 1726 | loss: 0.0312349 | val_loss: 0.0312418 | Time: 4874.38 ms [2021-05-12 13:06:33 main:574] : INFO : Epoch 1727 | loss: 0.0312352 | val_loss: 0.0312397 | Time: 4731.28 ms [2021-05-12 13:06:38 main:574] : INFO : Epoch 1728 | loss: 0.0312356 | val_loss: 0.0312401 | Time: 4871.75 ms [2021-05-12 13:06:43 main:574] : INFO : Epoch 1729 | loss: 0.031234 | val_loss: 0.0312392 | Time: 4833.92 ms [2021-05-12 13:06:48 main:574] : INFO : Epoch 1730 | loss: 0.0312365 | val_loss: 0.0312407 | Time: 4769.92 ms [2021-05-12 13:06:53 main:574] : INFO : Epoch 1731 | loss: 0.0312386 | val_loss: 0.0312432 | Time: 4786.55 ms [2021-05-12 13:06:58 main:574] : INFO : Epoch 1732 | loss: 0.031235 | val_loss: 0.0312404 | Time: 4952.46 ms [2021-05-12 13:07:02 main:574] : INFO : Epoch 1733 | loss: 0.031233 | val_loss: 0.0312402 | Time: 4826.4 ms [2021-05-12 13:07:07 main:574] : INFO : Epoch 1734 | loss: 0.0312334 | val_loss: 0.0312403 | Time: 4928.35 ms [2021-05-12 13:07:13 main:574] : INFO : Epoch 1735 | loss: 0.031233 | val_loss: 0.03124 | Time: 4921.24 ms [2021-05-12 13:07:17 main:574] : INFO : Epoch 1736 | loss: 0.0312325 | val_loss: 0.0312396 | Time: 4921.34 ms [2021-05-12 13:07:23 main:574] : INFO : Epoch 1737 | loss: 0.031232 | val_loss: 0.0312392 | Time: 5014.79 ms [2021-05-12 13:07:28 main:574] : INFO : Epoch 1738 | loss: 0.0312329 | val_loss: 0.0312389 | Time: 4906.37 ms [2021-05-12 13:07:32 main:574] : INFO : Epoch 1739 | loss: 0.0312324 | val_loss: 0.0312386 | Time: 4867.28 ms [2021-05-12 13:07:37 main:574] : INFO : Epoch 1740 | loss: 0.0312318 | val_loss: 0.0312393 | Time: 4708.95 ms [2021-05-12 13:07:42 main:574] : INFO : Epoch 1741 | loss: 0.0312325 | val_loss: 0.0312403 | Time: 4806.12 ms [2021-05-12 13:07:47 main:574] : INFO : Epoch 1742 | loss: 0.0312323 | val_loss: 0.0312394 | Time: 4863.52 ms [2021-05-12 13:07:52 main:574] : INFO : Epoch 1743 | loss: 0.0312333 | val_loss: 0.0312411 | Time: 5024.79 ms [2021-05-12 13:07:57 main:574] : INFO : Epoch 1744 | loss: 0.0312324 | val_loss: 0.0312446 | Time: 5053.37 ms [2021-05-12 13:08:02 main:574] : INFO : Epoch 1745 | loss: 0.0312318 | val_loss: 0.0312413 | Time: 5154.89 ms [2021-05-12 13:08:07 main:574] : INFO : Epoch 1746 | loss: 0.0312318 | val_loss: 0.0312418 | Time: 4887.62 ms [2021-05-12 13:08:13 main:574] : INFO : Epoch 1747 | loss: 0.0312316 | val_loss: 0.0312417 | Time: 5071.55 ms [2021-05-12 13:08:17 main:574] : INFO : Epoch 1748 | loss: 0.0312305 | val_loss: 0.0312397 | Time: 4873.91 ms [2021-05-12 13:08:22 main:574] : INFO : Epoch 1749 | loss: 0.0312303 | val_loss: 0.0312407 | Time: 4952.26 ms [2021-05-12 13:08:27 main:574] : INFO : Epoch 1750 | loss: 0.031231 | val_loss: 0.0312394 | Time: 4733.75 ms [2021-05-12 13:08:32 main:574] : INFO : Epoch 1751 | loss: 0.0312294 | val_loss: 0.0312378 | Time: 4783.85 ms [2021-05-12 13:08:37 main:574] : INFO : Epoch 1752 | loss: 0.0312302 | val_loss: 0.0312379 | Time: 4918.53 ms [2021-05-12 13:08:42 main:574] : INFO : Epoch 1753 | loss: 0.0312296 | val_loss: 0.0312385 | Time: 4989.01 ms [2021-05-12 13:08:47 main:574] : INFO : Epoch 1754 | loss: 0.0312303 | val_loss: 0.0312377 | Time: 4849.84 ms [2021-05-12 13:08:52 main:574] : INFO : Epoch 1755 | loss: 0.0312302 | val_loss: 0.0312405 | Time: 4937.22 ms [2021-05-12 13:08:57 main:574] : INFO : Epoch 1756 | loss: 0.0312315 | val_loss: 0.0312386 | Time: 4818.34 ms [2021-05-12 13:09:02 main:574] : INFO : Epoch 1757 | loss: 0.0312323 | val_loss: 0.0312382 | Time: 5036.55 ms [2021-05-12 13:09:07 main:574] : INFO : Epoch 1758 | loss: 0.0312328 | val_loss: 0.0312372 | Time: 4885.99 ms [2021-05-12 13:09:12 main:574] : INFO : Epoch 1759 | loss: 0.031233 | val_loss: 0.0312379 | Time: 4735.68 ms [2021-05-12 13:09:16 main:574] : INFO : Epoch 1760 | loss: 0.0312328 | val_loss: 0.0312367 | Time: 4816.63 ms [2021-05-12 13:09:21 main:574] : INFO : Epoch 1761 | loss: 0.0312345 | val_loss: 0.0312366 | Time: 4762.54 ms [2021-05-12 13:09:26 main:574] : INFO : Epoch 1762 | loss: 0.0312327 | val_loss: 0.0312378 | Time: 4831.81 ms [2021-05-12 13:09:31 main:574] : INFO : Epoch 1763 | loss: 0.0312324 | val_loss: 0.0312358 | Time: 4792.45 ms [2021-05-12 13:09:36 main:574] : INFO : Epoch 1764 | loss: 0.0312314 | val_loss: 0.0312374 | Time: 4751.48 ms [2021-05-12 13:09:40 main:574] : INFO : Epoch 1765 | loss: 0.0312325 | val_loss: 0.0312377 | Time: 4672.35 ms [2021-05-12 13:09:45 main:574] : INFO : Epoch 1766 | loss: 0.031231 | val_loss: 0.0312358 | Time: 4846.25 ms [2021-05-12 13:09:50 main:574] : INFO : Epoch 1767 | loss: 0.0312301 | val_loss: 0.0312368 | Time: 4924.42 ms [2021-05-12 13:09:55 main:574] : INFO : Epoch 1768 | loss: 0.0312309 | val_loss: 0.031236 | Time: 4876.63 ms [2021-05-12 13:10:00 main:574] : INFO : Epoch 1769 | loss: 0.0312321 | val_loss: 0.0312446 | Time: 4868.49 ms [2021-05-12 13:10:05 main:574] : INFO : Epoch 1770 | loss: 0.0312347 | val_loss: 0.0312403 | Time: 4728.96 ms [2021-05-12 13:10:10 main:574] : INFO : Epoch 1771 | loss: 0.0312315 | val_loss: 0.0312392 | Time: 4936.04 ms [2021-05-12 13:10:15 main:574] : INFO : Epoch 1772 | loss: 0.0312309 | val_loss: 0.0312362 | Time: 4874.54 ms [2021-05-12 13:10:20 main:574] : INFO : Epoch 1773 | loss: 0.0312332 | val_loss: 0.0312379 | Time: 4793.73 ms [2021-05-12 13:10:25 main:574] : INFO : Epoch 1774 | loss: 0.0312305 | val_loss: 0.0312377 | Time: 4833.01 ms [2021-05-12 13:10:30 main:574] : INFO : Epoch 1775 | loss: 0.0312316 | val_loss: 0.0312383 | Time: 4959.03 ms [2021-05-12 13:10:35 main:574] : INFO : Epoch 1776 | loss: 0.031231 | val_loss: 0.0312377 | Time: 4911.3 ms [2021-05-12 13:10:40 main:574] : INFO : Epoch 1777 | loss: 0.0312309 | val_loss: 0.0312366 | Time: 4861.67 ms [2021-05-12 13:10:45 main:574] : INFO : Epoch 1778 | loss: 0.031229 | val_loss: 0.0312367 | Time: 5007.19 ms [2021-05-12 13:10:49 main:574] : INFO : Epoch 1779 | loss: 0.0312294 | val_loss: 0.0312364 | Time: 4729.06 ms [2021-05-12 13:10:54 main:574] : INFO : Epoch 1780 | loss: 0.0312296 | val_loss: 0.0312356 | Time: 4870.85 ms [2021-05-12 13:11:00 main:574] : INFO : Epoch 1781 | loss: 0.0312298 | val_loss: 0.0312398 | Time: 5181.49 ms [2021-05-12 13:11:05 main:574] : INFO : Epoch 1782 | loss: 0.0312285 | val_loss: 0.0312403 | Time: 5341.6 ms [2021-05-12 13:11:10 main:574] : INFO : Epoch 1783 | loss: 0.0312308 | val_loss: 0.0312398 | Time: 4903.12 ms [2021-05-12 13:11:15 main:574] : INFO : Epoch 1784 | loss: 0.0312303 | val_loss: 0.0312358 | Time: 4820.72 ms [2021-05-12 13:11:20 main:574] : INFO : Epoch 1785 | loss: 0.0312288 | val_loss: 0.0312377 | Time: 4786.55 ms [2021-05-12 13:11:25 main:574] : INFO : Epoch 1786 | loss: 0.0312295 | val_loss: 0.031236 | Time: 4832.65 ms [2021-05-12 13:11:30 main:574] : INFO : Epoch 1787 | loss: 0.0312272 | val_loss: 0.0312449 | Time: 4880.23 ms [2021-05-12 13:11:34 main:574] : INFO : Epoch 1788 | loss: 0.0312298 | val_loss: 0.0312355 | Time: 4827.87 ms [2021-05-12 13:11:39 main:574] : INFO : Epoch 1789 | loss: 0.0312273 | val_loss: 0.0312398 | Time: 4800.66 ms [2021-05-12 13:11:44 main:574] : INFO : Epoch 1790 | loss: 0.0312288 | val_loss: 0.0312357 | Time: 4959.85 ms [2021-05-12 13:11:49 main:574] : INFO : Epoch 1791 | loss: 0.0312287 | val_loss: 0.0312355 | Time: 4953.82 ms [2021-05-12 13:11:54 main:574] : INFO : Epoch 1792 | loss: 0.0312286 | val_loss: 0.0312363 | Time: 4927.27 ms [2021-05-12 13:11:59 main:574] : INFO : Epoch 1793 | loss: 0.031231 | val_loss: 0.0312416 | Time: 4819.12 ms [2021-05-12 13:12:04 main:574] : INFO : Epoch 1794 | loss: 0.0312309 | val_loss: 0.0312364 | Time: 4754.66 ms [2021-05-12 13:12:09 main:574] : INFO : Epoch 1795 | loss: 0.031227 | val_loss: 0.0312345 | Time: 4774.72 ms [2021-05-12 13:12:14 main:574] : INFO : Epoch 1796 | loss: 0.0312267 | val_loss: 0.0312377 | Time: 4963.64 ms [2021-05-12 13:12:19 main:574] : INFO : Epoch 1797 | loss: 0.0312277 | val_loss: 0.0312343 | Time: 4874.4 ms [2021-05-12 13:12:24 main:574] : INFO : Epoch 1798 | loss: 0.03123 | val_loss: 0.0312378 | Time: 4866.67 ms [2021-05-12 13:12:29 main:574] : INFO : Epoch 1799 | loss: 0.0312281 | val_loss: 0.0312371 | Time: 4834.93 ms [2021-05-12 13:12:33 main:574] : INFO : Epoch 1800 | loss: 0.0312251 | val_loss: 0.0312353 | Time: 4775.9 ms [2021-05-12 13:12:38 main:574] : INFO : Epoch 1801 | loss: 0.0312243 | val_loss: 0.031235 | Time: 4885.45 ms [2021-05-12 13:12:43 main:574] : INFO : Epoch 1802 | loss: 0.0312251 | val_loss: 0.0312338 | Time: 4906.21 ms [2021-05-12 13:12:48 main:574] : INFO : Epoch 1803 | loss: 0.0312256 | val_loss: 0.031233 | Time: 5026.48 ms [2021-05-12 13:12:53 main:574] : INFO : Epoch 1804 | loss: 0.0312323 | val_loss: 0.0312454 | Time: 4794.47 ms [2021-05-12 13:12:58 main:574] : INFO : Epoch 1805 | loss: 0.0337905 | val_loss: 0.0421341 | Time: 4867.26 ms [2021-05-12 13:13:03 main:574] : INFO : Epoch 1806 | loss: 0.033456 | val_loss: 0.0320128 | Time: 4757.83 ms [2021-05-12 13:13:08 main:574] : INFO : Epoch 1807 | loss: 0.0314766 | val_loss: 0.0313064 | Time: 4951.77 ms [2021-05-12 13:13:13 main:574] : INFO : Epoch 1808 | loss: 0.0312893 | val_loss: 0.0312693 | Time: 5020.01 ms [2021-05-12 13:13:18 main:574] : INFO : Epoch 1809 | loss: 0.0312593 | val_loss: 0.0312491 | Time: 4825.13 ms [2021-05-12 13:13:23 main:574] : INFO : Epoch 1810 | loss: 0.0312517 | val_loss: 0.0312482 | Time: 4795.1 ms [2021-05-12 13:13:28 main:574] : INFO : Epoch 1811 | loss: 0.0312492 | val_loss: 0.0312467 | Time: 4813.17 ms [2021-05-12 13:13:33 main:574] : INFO : Epoch 1812 | loss: 0.0312465 | val_loss: 0.0312455 | Time: 4892.32 ms [2021-05-12 13:13:38 main:574] : INFO : Epoch 1813 | loss: 0.0312444 | val_loss: 0.0312432 | Time: 4956.91 ms [2021-05-12 13:13:43 main:574] : INFO : Epoch 1814 | loss: 0.0312431 | val_loss: 0.0312413 | Time: 4883.71 ms [2021-05-12 13:13:48 main:574] : INFO : Epoch 1815 | loss: 0.0312408 | val_loss: 0.0312399 | Time: 4856.58 ms [2021-05-12 13:13:53 main:574] : INFO : Epoch 1816 | loss: 0.0312395 | val_loss: 0.0312438 | Time: 4931.24 ms [2021-05-12 13:13:58 main:574] : INFO : Epoch 1817 | loss: 0.0312428 | val_loss: 0.0312464 | Time: 4827.54 ms [2021-05-12 13:14:02 main:574] : INFO : Epoch 1818 | loss: 0.0312435 | val_loss: 0.0312361 | Time: 4803.57 ms [2021-05-12 13:14:07 main:574] : INFO : Epoch 1819 | loss: 0.0312359 | val_loss: 0.031237 | Time: 4894.3 ms [2021-05-12 13:14:12 main:574] : INFO : Epoch 1820 | loss: 0.0312369 | val_loss: 0.0312378 | Time: 4816.44 ms [2021-05-12 13:14:17 main:574] : INFO : Epoch 1821 | loss: 0.0312372 | val_loss: 0.0312404 | Time: 4841.72 ms [2021-05-12 13:14:22 main:574] : INFO : Epoch 1822 | loss: 0.0312334 | val_loss: 0.0312372 | Time: 4811.16 ms [2021-05-12 13:14:27 main:574] : INFO : Epoch 1823 | loss: 0.0312325 | val_loss: 0.031232 | Time: 4868.96 ms [2021-05-12 13:14:32 main:574] : INFO : Epoch 1824 | loss: 0.0312318 | val_loss: 0.0312318 | Time: 4761.48 ms [2021-05-12 13:14:37 main:574] : INFO : Epoch 1825 | loss: 0.0312313 | val_loss: 0.0312325 | Time: 4825.04 ms [2021-05-12 13:14:42 main:574] : INFO : Epoch 1826 | loss: 0.0312333 | val_loss: 0.0312324 | Time: 4769.92 ms [2021-05-12 13:14:46 main:574] : INFO : Epoch 1827 | loss: 0.0312376 | val_loss: 0.0312429 | Time: 4861.99 ms [2021-05-12 13:14:51 main:574] : INFO : Epoch 1828 | loss: 0.0312379 | val_loss: 0.0312338 | Time: 4796.54 ms [2021-05-12 13:14:56 main:574] : INFO : Epoch 1829 | loss: 0.0312316 | val_loss: 0.031232 | Time: 4901.59 ms [2021-05-12 13:15:01 main:574] : INFO : Epoch 1830 | loss: 0.0312312 | val_loss: 0.0312313 | Time: 4713.69 ms [2021-05-12 13:15:06 main:574] : INFO : Epoch 1831 | loss: 0.03123 | val_loss: 0.0312307 | Time: 4905.78 ms [2021-05-12 13:15:11 main:574] : INFO : Epoch 1832 | loss: 0.0312296 | val_loss: 0.0312405 | Time: 4878.55 ms [2021-05-12 13:15:16 main:574] : INFO : Epoch 1833 | loss: 0.0312294 | val_loss: 0.0312297 | Time: 4828.38 ms [2021-05-12 13:15:21 main:574] : INFO : Epoch 1834 | loss: 0.0312289 | val_loss: 0.0312366 | Time: 4913.1 ms [2021-05-12 13:15:26 main:574] : INFO : Epoch 1835 | loss: 0.0312296 | val_loss: 0.0312363 | Time: 4811.59 ms [2021-05-12 13:15:31 main:574] : INFO : Epoch 1836 | loss: 0.0312306 | val_loss: 0.0312355 | Time: 4871.73 ms [2021-05-12 13:15:36 main:574] : INFO : Epoch 1837 | loss: 0.0312303 | val_loss: 0.0312316 | Time: 4833.23 ms [2021-05-12 13:15:41 main:574] : INFO : Epoch 1838 | loss: 0.0312279 | val_loss: 0.0312307 | Time: 4909.19 ms [2021-05-12 13:15:45 main:574] : INFO : Epoch 1839 | loss: 0.0312279 | val_loss: 0.0312295 | Time: 4794.17 ms [2021-05-12 13:15:50 main:574] : INFO : Epoch 1840 | loss: 0.0312328 | val_loss: 0.0312508 | Time: 4948.35 ms [2021-05-12 13:15:55 main:574] : INFO : Epoch 1841 | loss: 0.0312383 | val_loss: 0.0312441 | Time: 4867.1 ms [2021-05-12 13:16:00 main:574] : INFO : Epoch 1842 | loss: 0.0312298 | val_loss: 0.0312295 | Time: 4796.49 ms [2021-05-12 13:16:05 main:574] : INFO : Epoch 1843 | loss: 0.0312268 | val_loss: 0.0312368 | Time: 4886.88 ms [2021-05-12 13:16:10 main:574] : INFO : Epoch 1844 | loss: 0.0312285 | val_loss: 0.0312282 | Time: 4757.74 ms [2021-05-12 13:16:15 main:574] : INFO : Epoch 1845 | loss: 0.0312269 | val_loss: 0.031228 | Time: 4858.38 ms [2021-05-12 13:16:20 main:574] : INFO : Epoch 1846 | loss: 0.0312258 | val_loss: 0.0312283 | Time: 4983.81 ms [2021-05-12 13:16:25 main:574] : INFO : Epoch 1847 | loss: 0.0312254 | val_loss: 0.0312287 | Time: 4934.54 ms [2021-05-12 13:16:30 main:574] : INFO : Epoch 1848 | loss: 0.0312266 | val_loss: 0.0312279 | Time: 4778.48 ms [2021-05-12 13:16:35 main:574] : INFO : Epoch 1849 | loss: 0.03123 | val_loss: 0.0312286 | Time: 5058.05 ms [2021-05-12 13:16:40 main:574] : INFO : Epoch 1850 | loss: 0.0312324 | val_loss: 0.0312291 | Time: 4856.15 ms [2021-05-12 13:16:45 main:574] : INFO : Epoch 1851 | loss: 0.0312262 | val_loss: 0.0312297 | Time: 4839.59 ms [2021-05-12 13:16:49 main:574] : INFO : Epoch 1852 | loss: 0.0312266 | val_loss: 0.0312275 | Time: 4723.42 ms [2021-05-12 13:16:54 main:574] : INFO : Epoch 1853 | loss: 0.0312249 | val_loss: 0.0312278 | Time: 4727.57 ms [2021-05-12 13:16:59 main:574] : INFO : Epoch 1854 | loss: 0.031225 | val_loss: 0.0312272 | Time: 4856.24 ms [2021-05-12 13:17:04 main:574] : INFO : Epoch 1855 | loss: 0.0312263 | val_loss: 0.0312307 | Time: 4867.01 ms [2021-05-12 13:17:09 main:574] : INFO : Epoch 1856 | loss: 0.0312256 | val_loss: 0.031229 | Time: 4935.91 ms [2021-05-12 13:17:14 main:574] : INFO : Epoch 1857 | loss: 0.0312251 | val_loss: 0.031227 | Time: 4967.67 ms [2021-05-12 13:17:19 main:574] : INFO : Epoch 1858 | loss: 0.0312242 | val_loss: 0.0312272 | Time: 5014.27 ms [2021-05-12 13:17:24 main:574] : INFO : Epoch 1859 | loss: 0.031227 | val_loss: 0.0312393 | Time: 4848.79 ms [2021-05-12 13:17:29 main:574] : INFO : Epoch 1860 | loss: 0.0312285 | val_loss: 0.0312276 | Time: 4950.74 ms [2021-05-12 13:17:34 main:574] : INFO : Epoch 1861 | loss: 0.0312252 | val_loss: 0.0312282 | Time: 5109.89 ms [2021-05-12 13:17:39 main:574] : INFO : Epoch 1862 | loss: 0.0312237 | val_loss: 0.0312263 | Time: 4885.24 ms [2021-05-12 13:17:44 main:574] : INFO : Epoch 1863 | loss: 0.0312234 | val_loss: 0.0312264 | Time: 4921.48 ms [2021-05-12 13:17:49 main:574] : INFO : Epoch 1864 | loss: 0.0312262 | val_loss: 0.0312341 | Time: 4848.98 ms [2021-05-12 13:17:54 main:574] : INFO : Epoch 1865 | loss: 0.0312252 | val_loss: 0.0312309 | Time: 4849.64 ms [2021-05-12 13:17:59 main:574] : INFO : Epoch 1866 | loss: 0.0312251 | val_loss: 0.0312286 | Time: 4835.7 ms [2021-05-12 13:18:04 main:574] : INFO : Epoch 1867 | loss: 0.0312229 | val_loss: 0.0312277 | Time: 4849.93 ms [2021-05-12 13:18:09 main:574] : INFO : Epoch 1868 | loss: 0.031223 | val_loss: 0.0312275 | Time: 4818.96 ms [2021-05-12 13:18:14 main:574] : INFO : Epoch 1869 | loss: 0.0312242 | val_loss: 0.0312301 | Time: 4949.77 ms [2021-05-12 13:18:19 main:574] : INFO : Epoch 1870 | loss: 0.0312313 | val_loss: 0.0312398 | Time: 5055.16 ms [2021-05-12 13:18:24 main:574] : INFO : Epoch 1871 | loss: 0.0312276 | val_loss: 0.0312269 | Time: 4975.65 ms [2021-05-12 13:18:29 main:574] : INFO : Epoch 1872 | loss: 0.0312245 | val_loss: 0.0312316 | Time: 4935.39 ms [2021-05-12 13:18:34 main:574] : INFO : Epoch 1873 | loss: 0.0312244 | val_loss: 0.031227 | Time: 4927.02 ms [2021-05-12 13:18:39 main:574] : INFO : Epoch 1874 | loss: 0.0312226 | val_loss: 0.0312307 | Time: 4969.7 ms [2021-05-12 13:18:44 main:574] : INFO : Epoch 1875 | loss: 0.0312226 | val_loss: 0.0312275 | Time: 4936.33 ms [2021-05-12 13:18:49 main:574] : INFO : Epoch 1876 | loss: 0.0312223 | val_loss: 0.0312275 | Time: 4939.38 ms [2021-05-12 13:18:54 main:574] : INFO : Epoch 1877 | loss: 0.0312243 | val_loss: 0.0312301 | Time: 4871.86 ms [2021-05-12 13:18:59 main:574] : INFO : Epoch 1878 | loss: 0.0312236 | val_loss: 0.0312373 | Time: 4860.47 ms [2021-05-12 13:19:03 main:574] : INFO : Epoch 1879 | loss: 0.0312258 | val_loss: 0.0312331 | Time: 4884.72 ms [2021-05-12 13:19:08 main:574] : INFO : Epoch 1880 | loss: 0.0312227 | val_loss: 0.0312265 | Time: 4960.87 ms [2021-05-12 13:19:13 main:574] : INFO : Epoch 1881 | loss: 0.0312229 | val_loss: 0.0312273 | Time: 4843.3 ms [2021-05-12 13:19:18 main:574] : INFO : Epoch 1882 | loss: 0.0312222 | val_loss: 0.0312277 | Time: 4878.43 ms [2021-05-12 13:19:23 main:574] : INFO : Epoch 1883 | loss: 0.0312248 | val_loss: 0.0312378 | Time: 4643.18 ms [2021-05-12 13:19:28 main:574] : INFO : Epoch 1884 | loss: 0.0312234 | val_loss: 0.031231 | Time: 4835.24 ms [2021-05-12 13:19:33 main:574] : INFO : Epoch 1885 | loss: 0.0312218 | val_loss: 0.0312273 | Time: 4749.16 ms [2021-05-12 13:19:38 main:574] : INFO : Epoch 1886 | loss: 0.0312239 | val_loss: 0.0312265 | Time: 4858 ms [2021-05-12 13:19:42 main:574] : INFO : Epoch 1887 | loss: 0.0312259 | val_loss: 0.0312279 | Time: 4821.78 ms [2021-05-12 13:19:47 main:574] : INFO : Epoch 1888 | loss: 0.0312223 | val_loss: 0.0312305 | Time: 4840.84 ms [2021-05-12 13:19:52 main:574] : INFO : Epoch 1889 | loss: 0.031221 | val_loss: 0.0312262 | Time: 4762.79 ms [2021-05-12 13:19:57 main:574] : INFO : Epoch 1890 | loss: 0.0312213 | val_loss: 0.0312294 | Time: 4843.96 ms [2021-05-12 13:20:02 main:574] : INFO : Epoch 1891 | loss: 0.0312204 | val_loss: 0.0312269 | Time: 4769.42 ms [2021-05-12 13:20:07 main:574] : INFO : Epoch 1892 | loss: 0.0312213 | val_loss: 0.0312284 | Time: 4840.47 ms [2021-05-12 13:20:12 main:574] : INFO : Epoch 1893 | loss: 0.0312237 | val_loss: 0.0312277 | Time: 4927.82 ms [2021-05-12 13:20:17 main:574] : INFO : Epoch 1894 | loss: 0.0312236 | val_loss: 0.0312293 | Time: 4817.41 ms [2021-05-12 13:20:22 main:574] : INFO : Epoch 1895 | loss: 0.031223 | val_loss: 0.0312346 | Time: 4900.14 ms [2021-05-12 13:20:27 main:574] : INFO : Epoch 1896 | loss: 0.031222 | val_loss: 0.0312267 | Time: 4969.2 ms [2021-05-12 13:20:32 main:574] : INFO : Epoch 1897 | loss: 0.0312246 | val_loss: 0.0312323 | Time: 4876.31 ms [2021-05-12 13:20:37 main:574] : INFO : Epoch 1898 | loss: 0.0312232 | val_loss: 0.0312296 | Time: 5051.79 ms [2021-05-12 13:20:42 main:574] : INFO : Epoch 1899 | loss: 0.0312245 | val_loss: 0.0312284 | Time: 4824.62 ms [2021-05-12 13:20:46 main:574] : INFO : Epoch 1900 | loss: 0.0312249 | val_loss: 0.0312261 | Time: 4878.68 ms [2021-05-12 13:20:51 main:574] : INFO : Epoch 1901 | loss: 0.0312225 | val_loss: 0.0312262 | Time: 4913.05 ms [2021-05-12 13:20:56 main:574] : INFO : Epoch 1902 | loss: 0.0312196 | val_loss: 0.0312272 | Time: 4901.24 ms [2021-05-12 13:21:01 main:574] : INFO : Epoch 1903 | loss: 0.0312204 | val_loss: 0.0312282 | Time: 4855.99 ms [2021-05-12 13:21:06 main:574] : INFO : Epoch 1904 | loss: 0.0312205 | val_loss: 0.0312373 | Time: 4829.54 ms [2021-05-12 13:21:11 main:574] : INFO : Epoch 1905 | loss: 0.0312229 | val_loss: 0.0312303 | Time: 4813.83 ms [2021-05-12 13:21:16 main:574] : INFO : Epoch 1906 | loss: 0.0312202 | val_loss: 0.0312264 | Time: 4872.98 ms [2021-05-12 13:21:21 main:574] : INFO : Epoch 1907 | loss: 0.0312218 | val_loss: 0.031228 | Time: 4789.98 ms [2021-05-12 13:21:26 main:574] : INFO : Epoch 1908 | loss: 0.031219 | val_loss: 0.0312267 | Time: 4839.12 ms [2021-05-12 13:21:31 main:574] : INFO : Epoch 1909 | loss: 0.0312276 | val_loss: 0.0312318 | Time: 4854.67 ms [2021-05-12 13:21:36 main:574] : INFO : Epoch 1910 | loss: 0.031232 | val_loss: 0.0312342 | Time: 4927.06 ms [2021-05-12 13:21:41 main:574] : INFO : Epoch 1911 | loss: 0.0312295 | val_loss: 0.0312331 | Time: 4811.59 ms [2021-05-12 13:21:45 main:574] : INFO : Epoch 1912 | loss: 0.0312267 | val_loss: 0.0312312 | Time: 4791.85 ms [2021-05-12 13:21:50 main:574] : INFO : Epoch 1913 | loss: 0.0312244 | val_loss: 0.0312292 | Time: 4847.37 ms [2021-05-12 13:21:55 main:574] : INFO : Epoch 1914 | loss: 0.031223 | val_loss: 0.0312278 | Time: 4811.41 ms [2021-05-12 13:22:00 main:574] : INFO : Epoch 1915 | loss: 0.0312229 | val_loss: 0.0312301 | Time: 4850.05 ms [2021-05-12 13:22:05 main:574] : INFO : Epoch 1916 | loss: 0.0312244 | val_loss: 0.0312264 | Time: 4887.87 ms [2021-05-12 13:22:10 main:574] : INFO : Epoch 1917 | loss: 0.0312235 | val_loss: 0.0312325 | Time: 4894.54 ms [2021-05-12 13:22:15 main:574] : INFO : Epoch 1918 | loss: 0.031224 | val_loss: 0.0312361 | Time: 4989.62 ms [2021-05-12 13:22:20 main:574] : INFO : Epoch 1919 | loss: 0.0312234 | val_loss: 0.0312267 | Time: 4926.39 ms [2021-05-12 13:22:25 main:574] : INFO : Epoch 1920 | loss: 0.0312214 | val_loss: 0.0312271 | Time: 4698.27 ms [2021-05-12 13:22:30 main:574] : INFO : Epoch 1921 | loss: 0.0312216 | val_loss: 0.0312264 | Time: 4847.26 ms [2021-05-12 13:22:35 main:574] : INFO : Epoch 1922 | loss: 0.0312248 | val_loss: 0.0312287 | Time: 4825.68 ms [2021-05-12 13:22:39 main:574] : INFO : Epoch 1923 | loss: 0.0312201 | val_loss: 0.0312271 | Time: 4793.82 ms [2021-05-12 13:22:44 main:574] : INFO : Epoch 1924 | loss: 0.0312197 | val_loss: 0.0312272 | Time: 4968.37 ms [2021-05-12 13:22:49 main:574] : INFO : Epoch 1925 | loss: 0.0312204 | val_loss: 0.0312367 | Time: 4793.84 ms [2021-05-12 13:22:54 main:574] : INFO : Epoch 1926 | loss: 0.0312243 | val_loss: 0.0312259 | Time: 4799.96 ms [2021-05-12 13:22:59 main:574] : INFO : Epoch 1927 | loss: 0.03122 | val_loss: 0.0312322 | Time: 4732.16 ms [2021-05-12 13:23:04 main:574] : INFO : Epoch 1928 | loss: 0.0312222 | val_loss: 0.0312296 | Time: 4786.44 ms [2021-05-12 13:23:09 main:574] : INFO : Epoch 1929 | loss: 0.0312198 | val_loss: 0.0312272 | Time: 4940.69 ms [2021-05-12 13:23:14 main:574] : INFO : Epoch 1930 | loss: 0.031222 | val_loss: 0.0312441 | Time: 4960.53 ms [2021-05-12 13:23:19 main:574] : INFO : Epoch 1931 | loss: 0.0312233 | val_loss: 0.0312304 | Time: 5157.54 ms [2021-05-12 13:23:24 main:574] : INFO : Epoch 1932 | loss: 0.0312204 | val_loss: 0.0312268 | Time: 4854.07 ms [2021-05-12 13:23:29 main:574] : INFO : Epoch 1933 | loss: 0.0312183 | val_loss: 0.0312297 | Time: 4858.97 ms [2021-05-12 13:23:34 main:574] : INFO : Epoch 1934 | loss: 0.0312191 | val_loss: 0.0312277 | Time: 4762.61 ms [2021-05-12 13:23:39 main:574] : INFO : Epoch 1935 | loss: 0.031218 | val_loss: 0.0312271 | Time: 4870.18 ms [2021-05-12 13:23:43 main:574] : INFO : Epoch 1936 | loss: 0.0312197 | val_loss: 0.0312271 | Time: 4877.42 ms [2021-05-12 13:23:48 main:574] : INFO : Epoch 1937 | loss: 0.0312197 | val_loss: 0.0312264 | Time: 4846.09 ms [2021-05-12 13:23:53 main:574] : INFO : Epoch 1938 | loss: 0.0312182 | val_loss: 0.0312283 | Time: 4895.86 ms [2021-05-12 13:23:58 main:574] : INFO : Epoch 1939 | loss: 0.0312212 | val_loss: 0.0312263 | Time: 5080.39 ms [2021-05-12 13:24:03 main:574] : INFO : Epoch 1940 | loss: 0.0312179 | val_loss: 0.0312287 | Time: 4931.69 ms [2021-05-12 13:24:08 main:574] : INFO : Epoch 1941 | loss: 0.0312194 | val_loss: 0.0312296 | Time: 4824.88 ms [2021-05-12 13:24:13 main:574] : INFO : Epoch 1942 | loss: 0.0312179 | val_loss: 0.0312294 | Time: 4865.16 ms [2021-05-12 13:24:18 main:574] : INFO : Epoch 1943 | loss: 0.0312181 | val_loss: 0.031228 | Time: 4843.18 ms [2021-05-12 13:24:23 main:574] : INFO : Epoch 1944 | loss: 0.03122 | val_loss: 0.0312335 | Time: 4835.23 ms [2021-05-12 13:24:28 main:574] : INFO : Epoch 1945 | loss: 0.0312222 | val_loss: 0.0312268 | Time: 4826.75 ms [2021-05-12 13:24:33 main:574] : INFO : Epoch 1946 | loss: 0.0312182 | val_loss: 0.0312263 | Time: 4816.42 ms [2021-05-12 13:24:38 main:574] : INFO : Epoch 1947 | loss: 0.0312174 | val_loss: 0.0312276 | Time: 4777.28 ms [2021-05-12 13:24:42 main:574] : INFO : Epoch 1948 | loss: 0.0312192 | val_loss: 0.031231 | Time: 4747.19 ms [2021-05-12 13:24:47 main:574] : INFO : Epoch 1949 | loss: 0.0312209 | val_loss: 0.0312323 | Time: 4700.33 ms [2021-05-12 13:24:52 main:574] : INFO : Epoch 1950 | loss: 0.0312207 | val_loss: 0.0312272 | Time: 4800.85 ms [2021-05-12 13:24:57 main:574] : INFO : Epoch 1951 | loss: 0.0312194 | val_loss: 0.0312264 | Time: 4762.38 ms [2021-05-12 13:25:02 main:574] : INFO : Epoch 1952 | loss: 0.0312167 | val_loss: 0.0312286 | Time: 4809.69 ms [2021-05-12 13:25:06 main:574] : INFO : Epoch 1953 | loss: 0.0312173 | val_loss: 0.0312281 | Time: 4727.4 ms [2021-05-12 13:25:11 main:574] : INFO : Epoch 1954 | loss: 0.0312173 | val_loss: 0.0312282 | Time: 4910.92 ms [2021-05-12 13:25:16 main:574] : INFO : Epoch 1955 | loss: 0.0312162 | val_loss: 0.0312291 | Time: 4865.78 ms [2021-05-12 13:25:21 main:574] : INFO : Epoch 1956 | loss: 0.0312183 | val_loss: 0.0312277 | Time: 4895.02 ms [2021-05-12 13:25:26 main:574] : INFO : Epoch 1957 | loss: 0.0312157 | val_loss: 0.0312298 | Time: 4849.84 ms [2021-05-12 13:25:31 main:574] : INFO : Epoch 1958 | loss: 0.0312186 | val_loss: 0.0312276 | Time: 4859.82 ms [2021-05-12 13:25:36 main:574] : INFO : Epoch 1959 | loss: 0.0312219 | val_loss: 0.0312292 | Time: 4841.94 ms [2021-05-12 13:25:41 main:574] : INFO : Epoch 1960 | loss: 0.0312196 | val_loss: 0.031232 | Time: 4981.62 ms [2021-05-12 13:25:46 main:574] : INFO : Epoch 1961 | loss: 0.0312217 | val_loss: 0.0312306 | Time: 5113.16 ms [2021-05-12 13:25:51 main:574] : INFO : Epoch 1962 | loss: 0.0312245 | val_loss: 0.0312352 | Time: 4904.09 ms [2021-05-12 13:25:56 main:574] : INFO : Epoch 1963 | loss: 0.0312174 | val_loss: 0.0312269 | Time: 4832.77 ms [2021-05-12 13:26:01 main:574] : INFO : Epoch 1964 | loss: 0.0312149 | val_loss: 0.0312292 | Time: 4834.81 ms [2021-05-12 13:26:06 main:574] : INFO : Epoch 1965 | loss: 0.0312143 | val_loss: 0.031228 | Time: 4859.12 ms [2021-05-12 13:26:11 main:574] : INFO : Epoch 1966 | loss: 0.0312136 | val_loss: 0.0312268 | Time: 5041.4 ms [2021-05-12 13:26:16 main:574] : INFO : Epoch 1967 | loss: 0.0312142 | val_loss: 0.0312267 | Time: 4969.17 ms [2021-05-12 13:26:21 main:574] : INFO : Epoch 1968 | loss: 0.0312163 | val_loss: 0.0312291 | Time: 5030.97 ms [2021-05-12 13:26:26 main:574] : INFO : Epoch 1969 | loss: 0.0312163 | val_loss: 0.0312359 | Time: 4802.49 ms [2021-05-12 13:26:31 main:574] : INFO : Epoch 1970 | loss: 0.0312164 | val_loss: 0.031228 | Time: 4858.45 ms [2021-05-12 13:26:36 main:574] : INFO : Epoch 1971 | loss: 0.0312147 | val_loss: 0.0312347 | Time: 4963.04 ms [2021-05-12 13:26:41 main:574] : INFO : Epoch 1972 | loss: 0.0312161 | val_loss: 0.0312288 | Time: 4965.06 ms [2021-05-12 13:26:46 main:574] : INFO : Epoch 1973 | loss: 0.0312131 | val_loss: 0.0312289 | Time: 4909.41 ms [2021-05-12 13:26:51 main:574] : INFO : Epoch 1974 | loss: 0.0312144 | val_loss: 0.03123 | Time: 4928.65 ms [2021-05-12 13:26:56 main:574] : INFO : Epoch 1975 | loss: 0.0312145 | val_loss: 0.0312273 | Time: 4835.04 ms [2021-05-12 13:27:01 main:574] : INFO : Epoch 1976 | loss: 0.031212 | val_loss: 0.0312283 | Time: 4896.52 ms [2021-05-12 13:27:06 main:574] : INFO : Epoch 1977 | loss: 0.0312122 | val_loss: 0.0312267 | Time: 4891.41 ms [2021-05-12 13:27:11 main:574] : INFO : Epoch 1978 | loss: 0.0312134 | val_loss: 0.0312312 | Time: 4938.12 ms [2021-05-12 13:27:16 main:574] : INFO : Epoch 1979 | loss: 0.0312123 | val_loss: 0.031229 | Time: 4887.3 ms [2021-05-12 13:27:21 main:574] : INFO : Epoch 1980 | loss: 0.0312112 | val_loss: 0.0312292 | Time: 4860.99 ms [2021-05-12 13:27:26 main:574] : INFO : Epoch 1981 | loss: 0.0312114 | val_loss: 0.0312285 | Time: 4952.43 ms [2021-05-12 13:27:31 main:574] : INFO : Epoch 1982 | loss: 0.0312108 | val_loss: 0.0312278 | Time: 4744.35 ms [2021-05-12 13:27:36 main:574] : INFO : Epoch 1983 | loss: 0.0312133 | val_loss: 0.0312307 | Time: 4887.36 ms [2021-05-12 13:27:41 main:574] : INFO : Epoch 1984 | loss: 0.0312138 | val_loss: 0.031229 | Time: 4869.76 ms [2021-05-12 13:27:46 main:574] : INFO : Epoch 1985 | loss: 0.0312167 | val_loss: 0.0312334 | Time: 4900.84 ms [2021-05-12 13:27:51 main:574] : INFO : Epoch 1986 | loss: 0.0312142 | val_loss: 0.0312309 | Time: 5061.72 ms [2021-05-12 13:27:56 main:574] : INFO : Epoch 1987 | loss: 0.0312116 | val_loss: 0.0312273 | Time: 4878.73 ms [2021-05-12 13:28:01 main:574] : INFO : Epoch 1988 | loss: 0.0312115 | val_loss: 0.0312296 | Time: 4875.34 ms [2021-05-12 13:28:06 main:574] : INFO : Epoch 1989 | loss: 0.0312124 | val_loss: 0.0312338 | Time: 4856.32 ms [2021-05-12 13:28:11 main:574] : INFO : Epoch 1990 | loss: 0.0312151 | val_loss: 0.0312272 | Time: 4967.26 ms [2021-05-12 13:28:16 main:574] : INFO : Epoch 1991 | loss: 0.0312167 | val_loss: 0.0312305 | Time: 4889.95 ms [2021-05-12 13:28:20 main:574] : INFO : Epoch 1992 | loss: 0.0312174 | val_loss: 0.0312274 | Time: 4844.61 ms [2021-05-12 13:28:25 main:574] : INFO : Epoch 1993 | loss: 0.0312134 | val_loss: 0.0312271 | Time: 4800.9 ms [2021-05-12 13:28:30 main:574] : INFO : Epoch 1994 | loss: 0.0312118 | val_loss: 0.0312295 | Time: 4817.47 ms [2021-05-12 13:28:35 main:574] : INFO : Epoch 1995 | loss: 0.0312112 | val_loss: 0.0312277 | Time: 4774.78 ms [2021-05-12 13:28:40 main:574] : INFO : Epoch 1996 | loss: 0.031219 | val_loss: 0.0312288 | Time: 4922.96 ms [2021-05-12 13:28:45 main:574] : INFO : Epoch 1997 | loss: 0.0312115 | val_loss: 0.0312281 | Time: 4961.36 ms [2021-05-12 13:28:50 main:574] : INFO : Epoch 1998 | loss: 0.0312103 | val_loss: 0.0312277 | Time: 4841.43 ms [2021-05-12 13:28:55 main:574] : INFO : Epoch 1999 | loss: 0.0312092 | val_loss: 0.031227 | Time: 5070.48 ms [2021-05-12 13:29:00 main:574] : INFO : Epoch 2000 | loss: 0.0312119 | val_loss: 0.0312303 | Time: 4952.52 ms [2021-05-12 13:29:05 main:574] : INFO : Epoch 2001 | loss: 0.0312114 | val_loss: 0.031228 | Time: 5013.67 ms [2021-05-12 13:29:10 main:574] : INFO : Epoch 2002 | loss: 0.0312113 | val_loss: 0.0312358 | Time: 4977.12 ms [2021-05-12 13:29:15 main:574] : INFO : Epoch 2003 | loss: 0.0312136 | val_loss: 0.0312285 | Time: 4919.83 ms [2021-05-12 13:29:20 main:574] : INFO : Epoch 2004 | loss: 0.0312197 | val_loss: 0.0312287 | Time: 4965.58 ms [2021-05-12 13:29:25 main:574] : INFO : Epoch 2005 | loss: 0.0312176 | val_loss: 0.0312282 | Time: 4860.95 ms [2021-05-12 13:29:30 main:574] : INFO : Epoch 2006 | loss: 0.0312172 | val_loss: 0.0312288 | Time: 4851.09 ms [2021-05-12 13:29:35 main:574] : INFO : Epoch 2007 | loss: 0.0312145 | val_loss: 0.0312277 | Time: 5009.54 ms [2021-05-12 13:29:40 main:574] : INFO : Epoch 2008 | loss: 0.0312144 | val_loss: 0.0312266 | Time: 4810.9 ms [2021-05-12 13:29:45 main:574] : INFO : Epoch 2009 | loss: 0.0312156 | val_loss: 0.0312281 | Time: 4996.8 ms [2021-05-12 13:29:50 main:574] : INFO : Epoch 2010 | loss: 0.0312161 | val_loss: 0.0312298 | Time: 4863.4 ms [2021-05-12 13:29:55 main:574] : INFO : Epoch 2011 | loss: 0.0312153 | val_loss: 0.0312354 | Time: 4885.49 ms [2021-05-12 13:30:00 main:574] : INFO : Epoch 2012 | loss: 0.0312162 | val_loss: 0.0312267 | Time: 4808.87 ms [2021-05-12 13:30:05 main:574] : INFO : Epoch 2013 | loss: 0.0312141 | val_loss: 0.031229 | Time: 4967.98 ms [2021-05-12 13:30:10 main:574] : INFO : Epoch 2014 | loss: 0.031215 | val_loss: 0.0312316 | Time: 4916.39 ms [2021-05-12 13:30:15 main:574] : INFO : Epoch 2015 | loss: 0.031216 | val_loss: 0.0312316 | Time: 4859.26 ms [2021-05-12 13:30:20 main:574] : INFO : Epoch 2016 | loss: 0.0312133 | val_loss: 0.0312303 | Time: 4854.05 ms [2021-05-12 13:30:25 main:574] : INFO : Epoch 2017 | loss: 0.0312174 | val_loss: 0.031227 | Time: 4805.06 ms [2021-05-12 13:30:29 main:574] : INFO : Epoch 2018 | loss: 0.0312148 | val_loss: 0.0312299 | Time: 4875.94 ms [2021-05-12 13:30:34 main:574] : INFO : Epoch 2019 | loss: 0.031213 | val_loss: 0.0312288 | Time: 4776.5 ms [2021-05-12 13:30:39 main:574] : INFO : Epoch 2020 | loss: 0.031214 | val_loss: 0.0312302 | Time: 4897.34 ms [2021-05-12 13:30:44 main:574] : INFO : Epoch 2021 | loss: 0.0312117 | val_loss: 0.031234 | Time: 4714.21 ms [2021-05-12 13:30:49 main:574] : INFO : Epoch 2022 | loss: 0.0312127 | val_loss: 0.0312306 | Time: 4819.91 ms [2021-05-12 13:30:54 main:574] : INFO : Epoch 2023 | loss: 0.0312124 | val_loss: 0.0312302 | Time: 4666.62 ms [2021-05-12 13:30:59 main:574] : INFO : Epoch 2024 | loss: 0.0312112 | val_loss: 0.0312275 | Time: 4787.61 ms [2021-05-12 13:31:03 main:574] : INFO : Epoch 2025 | loss: 0.0312098 | val_loss: 0.03123 | Time: 4878.47 ms [2021-05-12 13:31:08 main:574] : INFO : Epoch 2026 | loss: 0.0312096 | val_loss: 0.0312283 | Time: 4702.43 ms [2021-05-12 13:31:13 main:574] : INFO : Epoch 2027 | loss: 0.0312084 | val_loss: 0.0312261 | Time: 4726.82 ms [2021-05-12 13:31:17 main:574] : INFO : Epoch 2028 | loss: 0.0312075 | val_loss: 0.0312276 | Time: 4198.28 ms [2021-05-12 13:31:21 main:574] : INFO : Epoch 2029 | loss: 0.0312067 | val_loss: 0.0312279 | Time: 3945.88 ms [2021-05-12 13:31:26 main:574] : INFO : Epoch 2030 | loss: 0.0312074 | val_loss: 0.0312296 | Time: 3552.42 ms [2021-05-12 13:31:30 main:574] : INFO : Epoch 2031 | loss: 0.0312085 | val_loss: 0.0312298 | Time: 3659.18 ms [2021-05-12 13:31:34 main:574] : INFO : Epoch 2032 | loss: 0.0312079 | val_loss: 0.0312292 | Time: 3676.46 ms [2021-05-12 13:31:38 main:574] : INFO : Epoch 2033 | loss: 0.0312084 | val_loss: 0.0312301 | Time: 3404.27 ms [2021-05-12 13:31:42 main:574] : INFO : Epoch 2034 | loss: 0.0312084 | val_loss: 0.0312289 | Time: 3686.59 ms [2021-05-12 13:31:46 main:574] : INFO : Epoch 2035 | loss: 0.0312077 | val_loss: 0.0312268 | Time: 3911.17 ms [2021-05-12 13:31:51 main:574] : INFO : Epoch 2036 | loss: 0.0312098 | val_loss: 0.031225 | Time: 4916.5 ms [2021-05-12 13:31:56 main:574] : INFO : Epoch 2037 | loss: 0.0312085 | val_loss: 0.0312277 | Time: 4803.46 ms [2021-05-12 13:32:01 main:574] : INFO : Epoch 2038 | loss: 0.0312099 | val_loss: 0.0312262 | Time: 4934.35 ms [2021-05-12 13:32:06 main:574] : INFO : Epoch 2039 | loss: 0.0312081 | val_loss: 0.0312253 | Time: 4894.97 ms [2021-05-12 13:32:11 main:574] : INFO : Epoch 2040 | loss: 0.0312145 | val_loss: 0.03123 | Time: 4911.76 ms [2021-05-12 13:32:16 main:574] : INFO : Epoch 2041 | loss: 0.0312191 | val_loss: 0.0312238 | Time: 4778.13 ms [2021-05-12 13:32:21 main:574] : INFO : Epoch 2042 | loss: 0.0312182 | val_loss: 0.0312335 | Time: 4908.99 ms [2021-05-12 13:32:25 main:574] : INFO : Epoch 2043 | loss: 0.031211 | val_loss: 0.0312298 | Time: 4822.23 ms [2021-05-12 13:32:30 main:574] : INFO : Epoch 2044 | loss: 0.0312098 | val_loss: 0.0312251 | Time: 4874.16 ms [2021-05-12 13:32:35 main:574] : INFO : Epoch 2045 | loss: 0.0312091 | val_loss: 0.0312283 | Time: 4760.43 ms [2021-05-12 13:32:40 main:574] : INFO : Epoch 2046 | loss: 0.0312081 | val_loss: 0.0312274 | Time: 4895.31 ms [2021-05-12 13:32:45 main:574] : INFO : Epoch 2047 | loss: 0.0312087 | val_loss: 0.0312354 | Time: 4675.13 ms [2021-05-12 13:32:51 main:574] : INFO : Epoch 2048 | loss: 0.0312104 | val_loss: 0.0312314 | Time: 4976.58 ms [2021-05-12 13:32:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312314 [2021-05-12 13:32:51 main:603] : INFO : Saving end state to config to file [2021-05-12 13:32:51 main:608] : INFO : Success, exiting.. 13:32:51 (15800): 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)