Task 13690369
| Name | ParityModified-1647048166-29566-1-0_0 |
| Workunit | 10781187 |
| Created | 24 Mar 2022, 3:28:49 UTC |
| Sent | 31 Mar 2022, 10:15:22 UTC |
| Report deadline | 8 Apr 2022, 10:15:22 UTC |
| Received | 5 Apr 2022, 3:29:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13970 |
| Run time | 2 days 10 hours 21 min |
| CPU time | 10 hours 39 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,168.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> val_loss: 0.0312462 | Time: 44281.7 ms [2022-04-03 10:53:44 main:574] : INFO : Epoch 1540 | loss: 0.0312464 | val_loss: 0.0312443 | Time: 52542.1 ms [2022-04-03 10:54:33 main:574] : INFO : Epoch 1541 | loss: 0.031247 | val_loss: 0.0312469 | Time: 48381.5 ms [2022-04-03 10:55:17 main:574] : INFO : Epoch 1542 | loss: 0.0312493 | val_loss: 0.0312466 | Time: 44230.8 ms [2022-04-03 10:56:01 main:574] : INFO : Epoch 1543 | loss: 0.0312458 | val_loss: 0.0312442 | Time: 44101 ms [2022-04-03 10:56:48 main:574] : INFO : Epoch 1544 | loss: 0.0312465 | val_loss: 0.0312449 | Time: 46845.2 ms [2022-04-03 10:57:33 main:574] : INFO : Epoch 1545 | loss: 0.0312471 | val_loss: 0.0312462 | Time: 44452.7 ms [2022-04-03 10:58:23 main:574] : INFO : Epoch 1546 | loss: 0.0312463 | val_loss: 0.0312443 | Time: 50576.4 ms [2022-04-03 10:59:08 main:574] : INFO : Epoch 1547 | loss: 0.0312461 | val_loss: 0.0312476 | Time: 44271.9 ms [2022-04-03 10:59:52 main:574] : INFO : Epoch 1548 | loss: 0.0312465 | val_loss: 0.0312441 | Time: 44349.9 ms [2022-04-03 11:00:40 main:574] : INFO : Epoch 1549 | loss: 0.0312471 | val_loss: 0.0312451 | Time: 47503.5 ms [2022-04-03 11:01:24 main:574] : INFO : Epoch 1550 | loss: 0.031253 | val_loss: 0.0312568 | Time: 44288.7 ms [2022-04-03 11:02:12 main:574] : INFO : Epoch 1551 | loss: 0.0312551 | val_loss: 0.031247 | Time: 47844.3 ms [2022-04-03 11:02:57 main:574] : INFO : Epoch 1552 | loss: 0.0312506 | val_loss: 0.0312469 | Time: 44657.1 ms [2022-04-03 11:03:42 main:574] : INFO : Epoch 1553 | loss: 0.0312487 | val_loss: 0.0312472 | Time: 44299 ms [2022-04-03 11:04:26 main:574] : INFO : Epoch 1554 | loss: 0.0312474 | val_loss: 0.0312439 | Time: 44476.7 ms [2022-04-03 11:05:15 main:574] : INFO : Epoch 1555 | loss: 0.0312468 | val_loss: 0.0312462 | Time: 48374.1 ms [2022-04-03 11:05:59 main:574] : INFO : Epoch 1556 | loss: 0.0312464 | val_loss: 0.0312444 | Time: 44183.3 ms [2022-04-03 11:06:47 main:574] : INFO : Epoch 1557 | loss: 0.0312457 | val_loss: 0.0312441 | Time: 47396.1 ms [2022-04-03 11:07:31 main:574] : INFO : Epoch 1558 | loss: 0.0312466 | val_loss: 0.0312454 | Time: 44361.2 ms [2022-04-03 11:08:16 main:574] : INFO : Epoch 1559 | loss: 0.031247 | val_loss: 0.0312464 | Time: 44180.3 ms [2022-04-03 11:09:00 main:574] : INFO : Epoch 1560 | loss: 0.0312463 | val_loss: 0.0312442 | Time: 44322.3 ms [2022-04-03 11:09:48 main:574] : INFO : Epoch 1561 | loss: 0.031246 | val_loss: 0.0312447 | Time: 47301.7 ms [2022-04-03 11:10:32 main:574] : INFO : Epoch 1562 | loss: 0.0312458 | val_loss: 0.0312438 | Time: 44211.7 ms [2022-04-03 11:11:19 main:574] : INFO : Epoch 1563 | loss: 0.0312459 | val_loss: 0.0312444 | Time: 47172.3 ms [2022-04-03 11:12:04 main:574] : INFO : Epoch 1564 | loss: 0.0312458 | val_loss: 0.031244 | Time: 44170.1 ms [2022-04-03 11:12:48 main:574] : INFO : Epoch 1565 | loss: 0.0312458 | val_loss: 0.0312443 | Time: 44508.2 ms [2022-04-03 11:13:36 main:574] : INFO : Epoch 1566 | loss: 0.0312457 | val_loss: 0.0312444 | Time: 47627.6 ms [2022-04-03 11:14:20 main:574] : INFO : Epoch 1567 | loss: 0.0312459 | val_loss: 0.0312446 | Time: 44214.8 ms [2022-04-03 11:17:20 main:574] : INFO : Epoch 1568 | loss: 0.0312458 | val_loss: 0.0312451 | Time: 179476 ms [2022-04-03 11:22:58 main:574] : INFO : Epoch 1569 | loss: 0.0312473 | val_loss: 0.0312485 | Time: 333622 ms [2022-04-03 11:29:26 main:574] : INFO : Epoch 1570 | loss: 0.0312461 | val_loss: 0.0312438 | Time: 387059 ms [2022-04-03 11:35:38 main:574] : INFO : Epoch 1571 | loss: 0.0312452 | val_loss: 0.0312455 | Time: 372830 ms [2022-04-03 11:41:57 main:574] : INFO : Epoch 1572 | loss: 0.031246 | val_loss: 0.0312437 | Time: 378733 ms [2022-04-03 11:47:55 main:574] : INFO : Epoch 1573 | loss: 0.0312467 | val_loss: 0.0312437 | Time: 357607 ms [2022-04-03 11:53:08 main:574] : INFO : Epoch 1574 | loss: 0.0312455 | val_loss: 0.0312446 | Time: 313168 ms [2022-04-03 11:59:21 main:574] : INFO : Epoch 1575 | loss: 0.0312456 | val_loss: 0.0312444 | Time: 371647 ms [2022-04-03 12:05:51 main:574] : INFO : Epoch 1576 | loss: 0.0312456 | val_loss: 0.0312456 | Time: 389422 ms [2022-04-03 12:12:14 main:574] : INFO : Epoch 1577 | loss: 0.0312457 | val_loss: 0.0312441 | Time: 383506 ms [2022-04-03 12:18:21 main:574] : INFO : Epoch 1578 | loss: 0.0312467 | val_loss: 0.0312447 | Time: 366871 ms [2022-04-03 12:24:02 main:574] : INFO : Epoch 1579 | loss: 0.0312458 | val_loss: 0.0312443 | Time: 340716 ms [2022-04-03 12:29:28 main:574] : INFO : Epoch 1580 | loss: 0.0312465 | val_loss: 0.0312441 | Time: 326500 ms [2022-04-03 12:35:41 main:574] : INFO : Epoch 1581 | loss: 0.0312454 | val_loss: 0.031244 | Time: 372810 ms [2022-04-03 12:41:55 main:574] : INFO : Epoch 1582 | loss: 0.0312457 | val_loss: 0.0312443 | Time: 374003 ms [2022-04-03 12:48:31 main:574] : INFO : Epoch 1583 | loss: 0.0312454 | val_loss: 0.0312474 | Time: 395340 ms [2022-04-03 12:54:38 main:574] : INFO : Epoch 1584 | loss: 0.0312485 | val_loss: 0.0312448 | Time: 366863 ms [2022-04-03 13:00:19 main:574] : INFO : Epoch 1585 | loss: 0.0312464 | val_loss: 0.0312439 | Time: 341057 ms [2022-04-03 13:06:21 main:574] : INFO : Epoch 1586 | loss: 0.0312453 | val_loss: 0.0312444 | Time: 361335 ms [2022-04-03 13:12:45 main:574] : INFO : Epoch 1587 | loss: 0.0312454 | val_loss: 0.0312437 | Time: 384703 ms [2022-04-03 13:18:52 main:574] : INFO : Epoch 1588 | loss: 0.0312454 | val_loss: 0.0312448 | Time: 366849 ms [2022-04-03 13:25:15 main:574] : INFO : Epoch 1589 | loss: 0.0312471 | val_loss: 0.0312451 | Time: 382311 ms [2022-04-03 13:31:38 main:574] : INFO : Epoch 1590 | loss: 0.0312469 | val_loss: 0.0312443 | Time: 383520 ms [2022-04-03 13:37:14 main:574] : INFO : Epoch 1591 | loss: 0.0312457 | val_loss: 0.0312447 | Time: 335973 ms [2022-04-03 13:43:47 main:574] : INFO : Epoch 1592 | loss: 0.0312458 | val_loss: 0.0312442 | Time: 392992 ms [2022-04-03 13:49:51 main:574] : INFO : Epoch 1593 | loss: 0.0312463 | val_loss: 0.0312437 | Time: 363305 ms [2022-04-03 13:56:24 main:574] : INFO : Epoch 1594 | loss: 0.0312459 | val_loss: 0.0312457 | Time: 392996 ms [2022-04-03 14:02:17 main:574] : INFO : Epoch 1595 | loss: 0.0312457 | val_loss: 0.0312434 | Time: 352607 ms [2022-04-03 14:07:05 main:574] : INFO : Epoch 1596 | loss: 0.0312461 | val_loss: 0.0312442 | Time: 288498 ms [2022-04-03 14:13:28 main:574] : INFO : Epoch 1597 | loss: 0.0312463 | val_loss: 0.0312437 | Time: 382300 ms [2022-04-03 14:19:31 main:574] : INFO : Epoch 1598 | loss: 0.0312467 | val_loss: 0.0312455 | Time: 363311 ms [2022-04-03 14:25:26 main:574] : INFO : Epoch 1599 | loss: 0.0312469 | val_loss: 0.0312457 | Time: 354998 ms [2022-04-03 14:31:45 main:574] : INFO : Epoch 1600 | loss: 0.0312501 | val_loss: 0.0312457 | Time: 378723 ms [2022-04-03 14:37:13 main:574] : INFO : Epoch 1601 | loss: 0.0312466 | val_loss: 0.0312441 | Time: 327675 ms [2022-04-03 14:42:51 main:574] : INFO : Epoch 1602 | loss: 0.0312455 | val_loss: 0.0312438 | Time: 338367 ms [2022-04-03 14:49:05 main:574] : INFO : Epoch 1603 | loss: 0.0312459 | val_loss: 0.0312443 | Time: 373978 ms [2022-04-03 14:55:12 main:574] : INFO : Epoch 1604 | loss: 0.031247 | val_loss: 0.0312438 | Time: 366892 ms [2022-04-03 15:01:19 main:574] : INFO : Epoch 1605 | loss: 0.0312469 | val_loss: 0.0312435 | Time: 366858 ms [2022-04-03 15:07:40 main:574] : INFO : Epoch 1606 | loss: 0.0312456 | val_loss: 0.0312435 | Time: 381118 ms [2022-04-03 15:13:14 main:574] : INFO : Epoch 1607 | loss: 0.0312468 | val_loss: 0.031246 | Time: 333607 ms [2022-04-03 15:19:06 main:574] : INFO : Epoch 1608 | loss: 0.0312452 | val_loss: 0.0312449 | Time: 352619 ms [2022-04-03 15:25:45 main:574] : INFO : Epoch 1609 | loss: 0.0312466 | val_loss: 0.0312466 | Time: 398933 ms [2022-04-03 15:31:47 main:574] : INFO : Epoch 1610 | loss: 0.0312475 | val_loss: 0.0312435 | Time: 360981 ms [2022-04-03 15:38:03 main:574] : INFO : Epoch 1611 | loss: 0.0312452 | val_loss: 0.0312448 | Time: 371637 ms [2022-04-03 15:43:33 main:574] : INFO : Epoch 1612 | loss: 0.0312473 | val_loss: 0.0312436 | Time: 330474 ms [2022-04-03 15:49:04 main:574] : INFO : Epoch 1613 | loss: 0.0312477 | val_loss: 0.031245 | Time: 324157 ms [2022-04-03 15:55:23 main:574] : INFO : Epoch 1614 | loss: 0.0312456 | val_loss: 0.0312445 | Time: 378746 ms [2022-04-03 16:01:44 main:574] : INFO : Epoch 1615 | loss: 0.0312459 | val_loss: 0.0312429 | Time: 381133 ms [2022-04-03 16:07:56 main:574] : INFO : Epoch 1616 | loss: 0.0312456 | val_loss: 0.0312431 | Time: 371619 ms [2022-04-03 16:14:16 main:574] : INFO : Epoch 1617 | loss: 0.0312451 | val_loss: 0.0312446 | Time: 379911 ms [2022-04-03 16:19:58 main:574] : INFO : Epoch 1618 | loss: 0.0312463 | val_loss: 0.0312457 | Time: 341932 ms [2022-04-03 16:25:59 main:574] : INFO : Epoch 1619 | loss: 0.0312457 | val_loss: 0.0312435 | Time: 360916 ms [2022-04-03 16:32:17 main:574] : INFO : Epoch 1620 | loss: 0.0312463 | val_loss: 0.0312449 | Time: 377539 ms [2022-04-03 16:38:26 main:574] : INFO : Epoch 1621 | loss: 0.0312463 | val_loss: 0.0312438 | Time: 369238 ms [2022-04-03 16:44:46 main:574] : INFO : Epoch 1622 | loss: 0.0312451 | val_loss: 0.0312432 | Time: 379948 ms [2022-04-03 16:50:03 main:574] : INFO : Epoch 1623 | loss: 0.0312456 | val_loss: 0.0312439 | Time: 317399 ms [2022-04-03 16:56:04 main:574] : INFO : Epoch 1624 | loss: 0.0312447 | val_loss: 0.0312432 | Time: 355174 ms [2022-04-03 17:02:32 main:574] : INFO : Epoch 1625 | loss: 0.0312449 | val_loss: 0.0312436 | Time: 381085 ms [2022-04-03 17:08:37 main:574] : INFO : Epoch 1626 | loss: 0.0312458 | val_loss: 0.0312431 | Time: 364425 ms [2022-04-03 17:14:49 main:574] : INFO : Epoch 1627 | loss: 0.0312462 | val_loss: 0.0312443 | Time: 371630 ms [2022-04-03 17:21:15 main:574] : INFO : Epoch 1628 | loss: 0.0312456 | val_loss: 0.0312426 | Time: 385850 ms [2022-04-03 17:27:03 main:574] : INFO : Epoch 1629 | loss: 0.0312453 | val_loss: 0.0312454 | Time: 347875 ms [2022-04-03 17:32:49 main:574] : INFO : Epoch 1630 | loss: 0.0312461 | val_loss: 0.0312442 | Time: 346687 ms [2022-04-03 17:38:59 main:574] : INFO : Epoch 1631 | loss: 0.0312462 | val_loss: 0.0312429 | Time: 369245 ms [2022-04-03 17:45:00 main:574] : INFO : Epoch 1632 | loss: 0.0312448 | val_loss: 0.0312429 | Time: 360928 ms [2022-04-03 17:51:12 main:574] : INFO : Epoch 1633 | loss: 0.0312448 | val_loss: 0.0312425 | Time: 372760 ms [2022-04-03 17:57:37 main:574] : INFO : Epoch 1634 | loss: 0.0312455 | val_loss: 0.0312447 | Time: 384699 ms [2022-04-03 18:00:46 main:574] : INFO : Epoch 1635 | loss: 0.0312452 | val_loss: 0.0312436 | Time: 189027 ms [2022-04-03 18:01:31 main:574] : INFO : Epoch 1636 | loss: 0.0312478 | val_loss: 0.0312449 | Time: 44184.4 ms [2022-04-03 18:02:15 main:574] : INFO : Epoch 1637 | loss: 0.0312471 | val_loss: 0.0312473 | Time: 44296.3 ms [2022-04-03 18:03:03 main:574] : INFO : Epoch 1638 | loss: 0.0312455 | val_loss: 0.0312433 | Time: 47936.4 ms [2022-04-03 18:04:01 main:574] : INFO : Epoch 1639 | loss: 0.0312446 | val_loss: 0.0312436 | Time: 57139.7 ms [2022-04-03 18:05:36 main:574] : INFO : Epoch 1640 | loss: 0.0312451 | val_loss: 0.031244 | Time: 95572.5 ms [2022-04-03 18:06:30 main:574] : INFO : Epoch 1641 | loss: 0.0312451 | val_loss: 0.0312433 | Time: 53628 ms [2022-04-03 18:07:18 main:574] : INFO : Epoch 1642 | loss: 0.0312453 | val_loss: 0.0312435 | Time: 48202.8 ms [2022-04-03 18:08:07 main:574] : INFO : Epoch 1643 | loss: 0.0312456 | val_loss: 0.0312445 | Time: 48438.1 ms [2022-04-03 18:08:57 main:574] : INFO : Epoch 1644 | loss: 0.0312479 | val_loss: 0.0312434 | Time: 50318.2 ms [2022-04-03 18:09:42 main:574] : INFO : Epoch 1645 | loss: 0.0312452 | val_loss: 0.0312445 | Time: 44262.3 ms [2022-04-03 18:10:29 main:574] : INFO : Epoch 1646 | loss: 0.031246 | val_loss: 0.0312423 | Time: 47030.9 ms [2022-04-03 18:11:13 main:574] : INFO : Epoch 1647 | loss: 0.0312446 | val_loss: 0.0312429 | Time: 44261.4 ms [2022-04-03 18:11:58 main:574] : INFO : Epoch 1648 | loss: 0.0312457 | val_loss: 0.0312456 | Time: 44293.8 ms [2022-04-03 18:16:03 main:574] : INFO : Epoch 1649 | loss: 0.0312459 | val_loss: 0.0312423 | Time: 244881 ms [2022-04-03 18:20:43 main:574] : INFO : Epoch 1650 | loss: 0.0312449 | val_loss: 0.0312437 | Time: 280198 ms [2022-04-03 18:25:47 main:574] : INFO : Epoch 1651 | loss: 0.0312457 | val_loss: 0.0312444 | Time: 303928 ms [2022-04-03 18:27:24 main:574] : INFO : Epoch 1652 | loss: 0.0312468 | val_loss: 0.0312427 | Time: 96486.6 ms [2022-04-03 18:32:59 main:574] : INFO : Epoch 1653 | loss: 0.031245 | val_loss: 0.0312445 | Time: 335353 ms [2022-04-03 18:35:07 main:574] : INFO : Epoch 1654 | loss: 0.0312448 | val_loss: 0.0312427 | Time: 127827 ms [2022-04-03 18:35:52 main:574] : INFO : Epoch 1655 | loss: 0.0312447 | val_loss: 0.0312439 | Time: 44629.1 ms [2022-04-03 18:36:44 main:574] : INFO : Epoch 1656 | loss: 0.0312462 | val_loss: 0.0312501 | Time: 51456.8 ms [2022-04-03 18:37:35 main:574] : INFO : Epoch 1657 | loss: 0.0312455 | val_loss: 0.0312437 | Time: 51279 ms [2022-04-03 18:38:27 main:574] : INFO : Epoch 1658 | loss: 0.0312482 | val_loss: 0.0312465 | Time: 52185.1 ms [2022-04-03 18:39:15 main:574] : INFO : Epoch 1659 | loss: 0.0312464 | val_loss: 0.0312447 | Time: 47295.6 ms [2022-04-03 18:40:05 main:574] : INFO : Epoch 1660 | loss: 0.0312509 | val_loss: 0.0312446 | Time: 49981.5 ms [2022-04-03 18:40:50 main:574] : INFO : Epoch 1661 | loss: 0.0312517 | val_loss: 0.0312458 | Time: 44315.2 ms [2022-04-03 18:41:42 main:574] : INFO : Epoch 1662 | loss: 0.0312462 | val_loss: 0.0312446 | Time: 51883.6 ms [2022-04-03 18:43:45 main:574] : INFO : Epoch 1663 | loss: 0.0312453 | val_loss: 0.0312432 | Time: 123374 ms [2022-04-03 18:45:21 main:574] : INFO : Epoch 1664 | loss: 0.0312455 | val_loss: 0.031244 | Time: 95487 ms [2022-04-03 18:46:06 main:574] : INFO : Epoch 1665 | loss: 0.0312447 | val_loss: 0.0312412 | Time: 44552.8 ms [2022-04-03 18:46:53 main:574] : INFO : Epoch 1666 | loss: 0.0312444 | val_loss: 0.0312426 | Time: 47250.1 ms [2022-04-03 18:48:25 main:574] : INFO : Epoch 1667 | loss: 0.0312448 | val_loss: 0.0312424 | Time: 91645.2 ms [2022-04-03 18:49:12 main:574] : INFO : Epoch 1668 | loss: 0.0312445 | val_loss: 0.0312425 | Time: 46847.8 ms [2022-04-03 18:50:04 main:574] : INFO : Epoch 1669 | loss: 0.0312456 | val_loss: 0.0312448 | Time: 52079.6 ms [2022-04-03 18:50:49 main:574] : INFO : Epoch 1670 | loss: 0.0312446 | val_loss: 0.0312424 | Time: 44517.7 ms [2022-04-03 18:51:37 main:574] : INFO : Epoch 1671 | loss: 0.031246 | val_loss: 0.0312458 | Time: 47913.9 ms [2022-04-03 18:57:04 main:574] : INFO : Epoch 1672 | loss: 0.0312446 | val_loss: 0.0312427 | Time: 321770 ms [2022-04-03 18:59:30 main:574] : INFO : Epoch 1673 | loss: 0.031245 | val_loss: 0.0312442 | Time: 145832 ms [2022-04-03 19:01:05 main:574] : INFO : Epoch 1674 | loss: 0.0312455 | val_loss: 0.0312462 | Time: 94105.9 ms [2022-04-03 19:01:49 main:574] : INFO : Epoch 1675 | loss: 0.0312458 | val_loss: 0.0312425 | Time: 44130.5 ms [2022-04-03 19:02:33 main:574] : INFO : Epoch 1676 | loss: 0.0312459 | val_loss: 0.0312487 | Time: 44150.4 ms [2022-04-03 19:03:21 main:574] : INFO : Epoch 1677 | loss: 0.0312466 | val_loss: 0.0312437 | Time: 47964.7 ms [2022-04-03 19:04:57 main:574] : INFO : Epoch 1678 | loss: 0.0312479 | val_loss: 0.0312445 | Time: 95647.1 ms [2022-04-03 19:10:05 main:574] : INFO : Epoch 1679 | loss: 0.0312454 | val_loss: 0.0312419 | Time: 307331 ms [2022-04-03 19:13:25 main:574] : INFO : Epoch 1680 | loss: 0.0312448 | val_loss: 0.0312414 | Time: 200404 ms [2022-04-03 19:14:50 main:574] : INFO : Epoch 1681 | loss: 0.0312443 | val_loss: 0.0312434 | Time: 84645.8 ms [2022-04-03 19:15:38 main:574] : INFO : Epoch 1682 | loss: 0.0312444 | val_loss: 0.0312412 | Time: 48153.3 ms [2022-04-03 19:16:23 main:574] : INFO : Epoch 1683 | loss: 0.0312446 | val_loss: 0.0312415 | Time: 44173.3 ms [2022-04-03 19:17:12 main:574] : INFO : Epoch 1684 | loss: 0.0312443 | val_loss: 0.0312443 | Time: 48831.8 ms [2022-04-03 19:18:46 main:574] : INFO : Epoch 1685 | loss: 0.0312463 | val_loss: 0.0312435 | Time: 94607.2 ms [2022-04-03 19:19:39 main:574] : INFO : Epoch 1686 | loss: 0.0312446 | val_loss: 0.0312427 | Time: 52242.1 ms [2022-04-03 19:20:26 main:574] : INFO : Epoch 1687 | loss: 0.0312442 | val_loss: 0.0312431 | Time: 47567 ms [2022-04-03 19:21:11 main:574] : INFO : Epoch 1688 | loss: 0.0312466 | val_loss: 0.0312428 | Time: 44554.1 ms [2022-04-03 19:22:44 main:574] : INFO : Epoch 1689 | loss: 0.031244 | val_loss: 0.0312413 | Time: 87206.8 ms [2022-04-03 19:23:29 main:574] : INFO : Epoch 1690 | loss: 0.0312444 | val_loss: 0.0312415 | Time: 44292.3 ms [2022-04-03 19:25:12 main:574] : INFO : Epoch 1691 | loss: 0.0312438 | val_loss: 0.0312416 | Time: 103017 ms [2022-04-03 19:26:46 main:574] : INFO : Epoch 1692 | loss: 0.0312433 | val_loss: 0.031242 | Time: 93415.8 ms [2022-04-03 19:27:32 main:574] : INFO : Epoch 1693 | loss: 0.0312439 | val_loss: 0.0312436 | Time: 46620.6 ms [2022-04-03 19:31:03 main:574] : INFO : Epoch 1694 | loss: 0.0312442 | val_loss: 0.0312421 | Time: 210872 ms [2022-04-03 19:33:26 main:574] : INFO : Epoch 1695 | loss: 0.031244 | val_loss: 0.0312425 | Time: 142761 ms [2022-04-03 19:37:07 main:574] : INFO : Epoch 1696 | loss: 0.0312439 | val_loss: 0.0312427 | Time: 220352 ms [2022-04-03 19:39:13 main:574] : INFO : Epoch 1697 | loss: 0.0312434 | val_loss: 0.0312427 | Time: 125646 ms [2022-04-03 19:40:00 main:574] : INFO : Epoch 1698 | loss: 0.031243 | val_loss: 0.0312417 | Time: 47591.3 ms [2022-04-03 19:40:49 main:574] : INFO : Epoch 1699 | loss: 0.0312442 | val_loss: 0.0312441 | Time: 48996 ms [2022-04-03 19:41:42 main:574] : INFO : Epoch 1700 | loss: 0.0312449 | val_loss: 0.0312458 | Time: 52221.7 ms [2022-04-03 19:42:27 main:574] : INFO : Epoch 1701 | loss: 0.0312448 | val_loss: 0.0312403 | Time: 44533.8 ms [2022-04-03 19:43:16 main:574] : INFO : Epoch 1702 | loss: 0.0312434 | val_loss: 0.0312425 | Time: 48873.8 ms [2022-04-03 19:44:50 main:574] : INFO : Epoch 1703 | loss: 0.0312437 | val_loss: 0.0312413 | Time: 89042 ms [2022-04-03 19:45:38 main:574] : INFO : Epoch 1704 | loss: 0.0312435 | val_loss: 0.0312426 | Time: 47879.2 ms [2022-04-03 19:46:23 main:574] : INFO : Epoch 1705 | loss: 0.0312444 | val_loss: 0.0312417 | Time: 44380.8 ms [2022-04-03 19:48:03 main:574] : INFO : Epoch 1706 | loss: 0.0312457 | val_loss: 0.0312433 | Time: 99848.8 ms [2022-04-03 19:48:50 main:574] : INFO : Epoch 1707 | loss: 0.031244 | val_loss: 0.0312409 | Time: 47389.5 ms [2022-04-03 19:52:54 main:574] : INFO : Epoch 1708 | loss: 0.0312429 | val_loss: 0.0312408 | Time: 243760 ms [2022-04-03 19:54:07 main:574] : INFO : Epoch 1709 | loss: 0.0312444 | val_loss: 0.031242 | Time: 72666.7 ms [2022-04-03 19:55:17 main:574] : INFO : Epoch 1710 | loss: 0.0312435 | val_loss: 0.0312403 | Time: 70280.6 ms [2022-04-03 19:56:02 main:574] : INFO : Epoch 1711 | loss: 0.031244 | val_loss: 0.0312429 | Time: 44397.7 ms [2022-04-03 19:56:54 main:574] : INFO : Epoch 1712 | loss: 0.0312438 | val_loss: 0.0312407 | Time: 51933.5 ms [2022-04-03 19:57:38 main:574] : INFO : Epoch 1713 | loss: 0.0312429 | val_loss: 0.0312413 | Time: 44182.9 ms [2022-04-03 19:58:24 main:574] : INFO : Epoch 1714 | loss: 0.0312435 | val_loss: 0.0312425 | Time: 44463.3 ms [2022-04-03 19:59:16 main:574] : INFO : Epoch 1715 | loss: 0.0312459 | val_loss: 0.0312473 | Time: 52630.1 ms [2022-04-03 20:00:58 main:574] : INFO : Epoch 1716 | loss: 0.0312438 | val_loss: 0.0312402 | Time: 101011 ms [2022-04-03 20:01:45 main:574] : INFO : Epoch 1717 | loss: 0.0312435 | val_loss: 0.0312423 | Time: 47010 ms [2022-04-03 20:03:43 main:574] : INFO : Epoch 1718 | loss: 0.0312425 | val_loss: 0.0312405 | Time: 117884 ms [2022-04-03 20:08:29 main:574] : INFO : Epoch 1719 | loss: 0.0312435 | val_loss: 0.0312426 | Time: 286021 ms [2022-04-03 20:09:21 main:574] : INFO : Epoch 1720 | loss: 0.0312437 | val_loss: 0.0312438 | Time: 51568.8 ms [2022-04-03 20:10:11 main:574] : INFO : Epoch 1721 | loss: 0.0312436 | val_loss: 0.0312413 | Time: 50621.8 ms [2022-04-03 20:11:41 main:574] : INFO : Epoch 1722 | loss: 0.0312435 | val_loss: 0.0312415 | Time: 88967.7 ms [2022-04-03 20:13:21 main:574] : INFO : Epoch 1723 | loss: 0.0312427 | val_loss: 0.031241 | Time: 99914.5 ms [2022-04-03 20:14:12 main:574] : INFO : Epoch 1724 | loss: 0.0312439 | val_loss: 0.031241 | Time: 50003.7 ms [2022-04-03 20:15:52 main:574] : INFO : Epoch 1725 | loss: 0.0312445 | val_loss: 0.0312413 | Time: 99909.9 ms [2022-04-03 20:16:41 main:574] : INFO : Epoch 1726 | loss: 0.0312423 | val_loss: 0.0312412 | Time: 48582 ms [2022-04-03 20:22:13 main:574] : INFO : Epoch 1727 | loss: 0.0312428 | val_loss: 0.0312434 | Time: 332477 ms [2022-04-03 20:28:38 main:574] : INFO : Epoch 1728 | loss: 0.0312438 | val_loss: 0.0312413 | Time: 384678 ms [2022-04-03 20:35:07 main:574] : INFO : Epoch 1729 | loss: 0.0312429 | val_loss: 0.0312403 | Time: 389454 ms [2022-04-03 20:41:17 main:574] : INFO : Epoch 1730 | loss: 0.0312436 | val_loss: 0.0312431 | Time: 369243 ms [2022-04-03 20:47:21 main:574] : INFO : Epoch 1731 | loss: 0.0312452 | val_loss: 0.0312427 | Time: 364252 ms [2022-04-03 20:52:39 main:574] : INFO : Epoch 1732 | loss: 0.0312436 | val_loss: 0.0312419 | Time: 318264 ms [2022-04-03 20:58:42 main:574] : INFO : Epoch 1733 | loss: 0.0312434 | val_loss: 0.0312418 | Time: 362130 ms [2022-04-03 21:04:49 main:574] : INFO : Epoch 1734 | loss: 0.031243 | val_loss: 0.0312437 | Time: 366851 ms [2022-04-03 21:10:57 main:574] : INFO : Epoch 1735 | loss: 0.0312439 | val_loss: 0.0312406 | Time: 368073 ms [2022-04-03 21:17:16 main:574] : INFO : Epoch 1736 | loss: 0.0312431 | val_loss: 0.0312407 | Time: 378736 ms [2022-04-03 21:22:54 main:574] : INFO : Epoch 1737 | loss: 0.0312422 | val_loss: 0.0312406 | Time: 338378 ms [2022-04-03 21:28:44 main:574] : INFO : Epoch 1738 | loss: 0.0312428 | val_loss: 0.0312405 | Time: 350200 ms [2022-04-03 21:34:54 main:574] : INFO : Epoch 1739 | loss: 0.0312426 | val_loss: 0.0312417 | Time: 369251 ms [2022-04-03 21:41:24 main:574] : INFO : Epoch 1740 | loss: 0.0312433 | val_loss: 0.0312424 | Time: 390647 ms [2022-04-03 21:47:48 main:574] : INFO : Epoch 1741 | loss: 0.0312439 | val_loss: 0.031242 | Time: 383485 ms [2022-04-03 21:54:22 main:574] : INFO : Epoch 1742 | loss: 0.0312429 | val_loss: 0.0312403 | Time: 394171 ms [2022-04-03 21:59:19 main:574] : INFO : Epoch 1743 | loss: 0.0312417 | val_loss: 0.0312416 | Time: 296813 ms [2022-04-03 22:05:24 main:574] : INFO : Epoch 1744 | loss: 0.0312424 | val_loss: 0.0312432 | Time: 364483 ms [2022-04-03 22:11:33 main:574] : INFO : Epoch 1745 | loss: 0.0312424 | val_loss: 0.0312395 | Time: 369250 ms [2022-04-03 22:17:49 main:574] : INFO : Epoch 1746 | loss: 0.0312418 | val_loss: 0.0312399 | Time: 376384 ms [2022-04-03 22:23:50 main:574] : INFO : Epoch 1747 | loss: 0.031242 | val_loss: 0.03124 | Time: 360946 ms [2022-04-03 22:29:25 main:574] : INFO : Epoch 1748 | loss: 0.0312422 | val_loss: 0.0312395 | Time: 334803 ms [2022-04-03 22:35:10 main:574] : INFO : Epoch 1749 | loss: 0.0312423 | val_loss: 0.0312399 | Time: 344310 ms [2022-04-03 22:41:14 main:574] : INFO : Epoch 1750 | loss: 0.031242 | val_loss: 0.0312402 | Time: 364492 ms [2022-04-03 22:47:35 main:574] : INFO : Epoch 1751 | loss: 0.031242 | val_loss: 0.0312413 | Time: 381119 ms [2022-04-03 22:53:30 main:574] : INFO : Epoch 1752 | loss: 0.0312426 | val_loss: 0.0312395 | Time: 355004 ms [2022-04-03 22:59:37 main:574] : INFO : Epoch 1753 | loss: 0.031242 | val_loss: 0.0312406 | Time: 366830 ms [2022-04-03 23:04:19 main:574] : INFO : Epoch 1754 | loss: 0.0312432 | val_loss: 0.0312427 | Time: 281379 ms [2022-04-03 23:10:27 main:574] : INFO : Epoch 1755 | loss: 0.0312436 | val_loss: 0.0312416 | Time: 368053 ms [2022-04-03 23:16:33 main:574] : INFO : Epoch 1756 | loss: 0.0312434 | val_loss: 0.0312411 | Time: 365691 ms [2022-04-03 23:22:51 main:574] : INFO : Epoch 1757 | loss: 0.0312436 | val_loss: 0.0312447 | Time: 378749 ms [2022-04-03 23:28:57 main:574] : INFO : Epoch 1758 | loss: 0.0312439 | val_loss: 0.0312418 | Time: 365692 ms [2022-04-03 23:34:21 main:574] : INFO : Epoch 1759 | loss: 0.0312428 | val_loss: 0.0312465 | Time: 324143 ms [2022-04-03 23:40:14 main:574] : INFO : Epoch 1760 | loss: 0.0312444 | val_loss: 0.0312434 | Time: 347876 ms [2022-04-03 23:46:21 main:574] : INFO : Epoch 1761 | loss: 0.0312436 | val_loss: 0.0312419 | Time: 366859 ms [2022-04-03 23:52:29 main:574] : INFO : Epoch 1762 | loss: 0.0312437 | val_loss: 0.0312448 | Time: 368055 ms [2022-04-03 23:58:56 main:574] : INFO : Epoch 1763 | loss: 0.0312459 | val_loss: 0.0312428 | Time: 387082 ms [2022-04-04 00:05:06 main:574] : INFO : Epoch 1764 | loss: 0.0312422 | val_loss: 0.0312409 | Time: 369226 ms [2022-04-04 00:10:24 main:574] : INFO : Epoch 1765 | loss: 0.0312418 | val_loss: 0.0312425 | Time: 318192 ms [2022-04-04 00:16:27 main:574] : INFO : Epoch 1766 | loss: 0.0312427 | val_loss: 0.0312402 | Time: 363279 ms [2022-04-04 00:22:36 main:574] : INFO : Epoch 1767 | loss: 0.0312423 | val_loss: 0.0312425 | Time: 369233 ms [2022-04-04 00:29:00 main:574] : INFO : Epoch 1768 | loss: 0.031246 | val_loss: 0.0312429 | Time: 383475 ms [2022-04-04 00:35:37 main:574] : INFO : Epoch 1769 | loss: 0.0312428 | val_loss: 0.0312401 | Time: 396589 ms [2022-04-04 00:41:09 main:574] : INFO : Epoch 1770 | loss: 0.0312415 | val_loss: 0.0312409 | Time: 331938 ms [2022-04-04 00:47:13 main:574] : INFO : Epoch 1771 | loss: 0.031242 | val_loss: 0.0312432 | Time: 363523 ms [2022-04-04 00:53:35 main:574] : INFO : Epoch 1772 | loss: 0.0312432 | val_loss: 0.0312433 | Time: 382300 ms [2022-04-04 01:00:09 main:574] : INFO : Epoch 1773 | loss: 0.0312424 | val_loss: 0.0312395 | Time: 394179 ms [2022-04-04 01:06:23 main:574] : INFO : Epoch 1774 | loss: 0.0312425 | val_loss: 0.0312432 | Time: 374010 ms [2022-04-04 01:12:21 main:574] : INFO : Epoch 1775 | loss: 0.0312423 | val_loss: 0.0312405 | Time: 357942 ms [2022-04-04 01:17:45 main:574] : INFO : Epoch 1776 | loss: 0.031242 | val_loss: 0.0312403 | Time: 323334 ms [2022-04-04 01:24:11 main:574] : INFO : Epoch 1777 | loss: 0.0312416 | val_loss: 0.0312401 | Time: 385882 ms [2022-04-04 01:30:25 main:574] : INFO : Epoch 1778 | loss: 0.0312434 | val_loss: 0.0312412 | Time: 374005 ms [2022-04-04 01:36:50 main:574] : INFO : Epoch 1779 | loss: 0.0312416 | val_loss: 0.0312416 | Time: 384711 ms [2022-04-04 01:43:00 main:574] : INFO : Epoch 1780 | loss: 0.0312424 | val_loss: 0.0312409 | Time: 370425 ms [2022-04-04 01:48:31 main:574] : INFO : Epoch 1781 | loss: 0.0312417 | val_loss: 0.0312444 | Time: 331106 ms [2022-04-04 01:54:34 main:574] : INFO : Epoch 1782 | loss: 0.0312426 | val_loss: 0.03124 | Time: 362117 ms [2022-04-04 02:00:55 main:574] : INFO : Epoch 1783 | loss: 0.0312436 | val_loss: 0.0312422 | Time: 381087 ms [2022-04-04 02:07:16 main:574] : INFO : Epoch 1784 | loss: 0.0312448 | val_loss: 0.031246 | Time: 381122 ms [2022-04-04 02:13:51 main:574] : INFO : Epoch 1785 | loss: 0.0312436 | val_loss: 0.031241 | Time: 395427 ms [2022-04-04 02:20:13 main:574] : INFO : Epoch 1786 | loss: 0.0312434 | val_loss: 0.0312413 | Time: 376435 ms [2022-04-04 02:25:23 main:574] : INFO : Epoch 1787 | loss: 0.0312423 | val_loss: 0.0312413 | Time: 309798 ms [2022-04-04 02:31:59 main:574] : INFO : Epoch 1788 | loss: 0.0312427 | val_loss: 0.0312395 | Time: 396531 ms [2022-04-04 02:38:20 main:574] : INFO : Epoch 1789 | loss: 0.0312416 | val_loss: 0.0312436 | Time: 376372 ms [2022-04-04 02:44:40 main:574] : INFO : Epoch 1790 | loss: 0.0312441 | val_loss: 0.0312436 | Time: 379942 ms [2022-04-04 02:50:56 main:574] : INFO : Epoch 1791 | loss: 0.0312421 | val_loss: 0.0312395 | Time: 375198 ms [2022-04-04 02:56:08 main:574] : INFO : Epoch 1792 | loss: 0.031241 | val_loss: 0.0312393 | Time: 312239 ms [2022-04-04 03:02:20 main:574] : INFO : Epoch 1793 | loss: 0.0312408 | val_loss: 0.0312405 | Time: 371608 ms [2022-04-04 03:08:19 main:574] : INFO : Epoch 1794 | loss: 0.0312441 | val_loss: 0.0312418 | Time: 354343 ms [2022-04-04 03:14:37 main:574] : INFO : Epoch 1795 | loss: 0.0312459 | val_loss: 0.0312438 | Time: 377561 ms [2022-04-04 03:20:36 main:574] : INFO : Epoch 1796 | loss: 0.0312427 | val_loss: 0.0312392 | Time: 358595 ms [2022-04-04 03:26:53 main:574] : INFO : Epoch 1797 | loss: 0.0312412 | val_loss: 0.0312423 | Time: 377537 ms [2022-04-04 03:31:49 main:574] : INFO : Epoch 1798 | loss: 0.0312431 | val_loss: 0.0312419 | Time: 295634 ms [2022-04-04 03:37:38 main:574] : INFO : Epoch 1799 | loss: 0.0312423 | val_loss: 0.031244 | Time: 349048 ms [2022-04-04 03:44:09 main:574] : INFO : Epoch 1800 | loss: 0.0312437 | val_loss: 0.0312403 | Time: 390622 ms [2022-04-04 03:50:13 main:574] : INFO : Epoch 1801 | loss: 0.0312409 | val_loss: 0.0312396 | Time: 364538 ms [2022-04-04 03:56:30 main:574] : INFO : Epoch 1802 | loss: 0.0312408 | val_loss: 0.0312402 | Time: 376348 ms [2022-04-04 04:01:18 main:574] : INFO : Epoch 1803 | loss: 0.031241 | val_loss: 0.03124 | Time: 288477 ms [2022-04-04 04:08:01 main:574] : INFO : Epoch 1804 | loss: 0.0312409 | val_loss: 0.0312401 | Time: 402507 ms [2022-04-04 04:14:24 main:574] : INFO : Epoch 1805 | loss: 0.0312412 | val_loss: 0.0312389 | Time: 383462 ms [2022-04-04 04:20:36 main:574] : INFO : Epoch 1806 | loss: 0.0312409 | val_loss: 0.0312394 | Time: 371599 ms [2022-04-04 04:26:40 main:574] : INFO : Epoch 1807 | loss: 0.0312404 | val_loss: 0.0312398 | Time: 363301 ms [2022-04-04 04:32:49 main:574] : INFO : Epoch 1808 | loss: 0.0312409 | val_loss: 0.0312399 | Time: 369259 ms [2022-04-04 04:37:47 main:574] : INFO : Epoch 1809 | loss: 0.0312436 | val_loss: 0.0312417 | Time: 297984 ms [2022-04-04 04:43:59 main:574] : INFO : Epoch 1810 | loss: 0.0312419 | val_loss: 0.0312416 | Time: 371637 ms [2022-04-04 04:50:21 main:574] : INFO : Epoch 1811 | loss: 0.0312429 | val_loss: 0.0312391 | Time: 382305 ms [2022-04-04 04:56:54 main:574] : INFO : Epoch 1812 | loss: 0.0312411 | val_loss: 0.0312397 | Time: 392996 ms [2022-04-04 05:03:13 main:574] : INFO : Epoch 1813 | loss: 0.031242 | val_loss: 0.03124 | Time: 378754 ms [2022-04-04 05:08:28 main:574] : INFO : Epoch 1814 | loss: 0.0312414 | val_loss: 0.0312409 | Time: 314629 ms [2022-04-04 05:14:48 main:574] : INFO : Epoch 1815 | loss: 0.0312415 | val_loss: 0.0312394 | Time: 379920 ms [2022-04-04 05:21:08 main:574] : INFO : Epoch 1816 | loss: 0.0312404 | val_loss: 0.031239 | Time: 379936 ms [2022-04-04 05:27:26 main:574] : INFO : Epoch 1817 | loss: 0.0312403 | val_loss: 0.0312398 | Time: 378720 ms [2022-04-04 05:33:54 main:574] : INFO : Epoch 1818 | loss: 0.0312403 | val_loss: 0.0312388 | Time: 387083 ms [2022-04-04 05:39:14 main:574] : INFO : Epoch 1819 | loss: 0.0312409 | val_loss: 0.0312432 | Time: 320548 ms [2022-04-04 05:45:04 main:574] : INFO : Epoch 1820 | loss: 0.0312435 | val_loss: 0.0312413 | Time: 350258 ms [2022-04-04 05:51:21 main:574] : INFO : Epoch 1821 | loss: 0.0312408 | val_loss: 0.0312392 | Time: 376377 ms [2022-04-04 05:57:36 main:574] : INFO : Epoch 1822 | loss: 0.0312413 | val_loss: 0.0312441 | Time: 375232 ms [2022-04-04 06:04:04 main:574] : INFO : Epoch 1823 | loss: 0.0312434 | val_loss: 0.0312435 | Time: 383508 ms [2022-04-04 06:10:30 main:574] : INFO : Epoch 1824 | loss: 0.0312418 | val_loss: 0.0312394 | Time: 385884 ms [2022-04-04 06:15:18 main:574] : INFO : Epoch 1825 | loss: 0.0312404 | val_loss: 0.0312389 | Time: 287306 ms [2022-04-04 06:21:51 main:574] : INFO : Epoch 1826 | loss: 0.0312403 | val_loss: 0.0312389 | Time: 392987 ms [2022-04-04 06:27:55 main:574] : INFO : Epoch 1827 | loss: 0.0312405 | val_loss: 0.03124 | Time: 364509 ms [2022-04-04 06:34:18 main:574] : INFO : Epoch 1828 | loss: 0.031241 | val_loss: 0.0312388 | Time: 382317 ms [2022-04-04 06:40:38 main:574] : INFO : Epoch 1829 | loss: 0.0312409 | val_loss: 0.0312435 | Time: 379948 ms [2022-04-04 06:46:23 main:574] : INFO : Epoch 1830 | loss: 0.0312416 | val_loss: 0.0312388 | Time: 345468 ms [2022-04-04 06:52:04 main:574] : INFO : Epoch 1831 | loss: 0.0312409 | val_loss: 0.0312445 | Time: 340784 ms [2022-04-04 06:58:22 main:574] : INFO : Epoch 1832 | loss: 0.0312428 | val_loss: 0.0312387 | Time: 372848 ms [2022-04-04 07:04:51 main:574] : INFO : Epoch 1833 | loss: 0.0312401 | val_loss: 0.0312393 | Time: 389433 ms [2022-04-04 07:11:02 main:574] : INFO : Epoch 1834 | loss: 0.0312399 | val_loss: 0.0312399 | Time: 370430 ms [2022-04-04 07:17:04 main:574] : INFO : Epoch 1835 | loss: 0.0312407 | val_loss: 0.031241 | Time: 362114 ms [2022-04-04 07:22:16 main:574] : INFO : Epoch 1836 | loss: 0.0312405 | val_loss: 0.0312391 | Time: 312171 ms [2022-04-04 07:28:34 main:574] : INFO : Epoch 1837 | loss: 0.0312406 | val_loss: 0.0312399 | Time: 377568 ms [2022-04-04 07:34:49 main:574] : INFO : Epoch 1838 | loss: 0.0312405 | val_loss: 0.0312406 | Time: 375203 ms [2022-04-04 07:40:55 main:574] : INFO : Epoch 1839 | loss: 0.0312407 | val_loss: 0.031239 | Time: 365660 ms [2022-04-04 07:47:04 main:574] : INFO : Epoch 1840 | loss: 0.0312399 | val_loss: 0.031239 | Time: 369232 ms [2022-04-04 07:52:38 main:574] : INFO : Epoch 1841 | loss: 0.0312405 | val_loss: 0.0312392 | Time: 333628 ms [2022-04-04 07:58:25 main:574] : INFO : Epoch 1842 | loss: 0.0312401 | val_loss: 0.0312394 | Time: 346677 ms [2022-04-04 08:04:39 main:574] : INFO : Epoch 1843 | loss: 0.03124 | val_loss: 0.0312391 | Time: 374004 ms [2022-04-04 08:10:55 main:574] : INFO : Epoch 1844 | loss: 0.03124 | val_loss: 0.0312389 | Time: 376374 ms [2022-04-04 08:17:25 main:574] : INFO : Epoch 1845 | loss: 0.0312423 | val_loss: 0.0312454 | Time: 389406 ms [2022-04-04 08:23:39 main:574] : INFO : Epoch 1846 | loss: 0.0312441 | val_loss: 0.0312399 | Time: 373976 ms [2022-04-04 08:29:09 main:574] : INFO : Epoch 1847 | loss: 0.0312406 | val_loss: 0.031239 | Time: 330070 ms [2022-04-04 08:35:29 main:574] : INFO : Epoch 1848 | loss: 0.031242 | val_loss: 0.0312416 | Time: 379951 ms [2022-04-04 08:41:46 main:574] : INFO : Epoch 1849 | loss: 0.0312413 | val_loss: 0.0312423 | Time: 377543 ms [2022-04-04 08:48:10 main:574] : INFO : Epoch 1850 | loss: 0.0312428 | val_loss: 0.0312432 | Time: 383503 ms [2022-04-04 08:54:25 main:574] : INFO : Epoch 1851 | loss: 0.0312416 | val_loss: 0.0312392 | Time: 375181 ms [2022-04-04 08:59:13 main:574] : INFO : Epoch 1852 | loss: 0.0312407 | val_loss: 0.0312475 | Time: 287277 ms [2022-04-04 09:05:15 main:574] : INFO : Epoch 1853 | loss: 0.0312414 | val_loss: 0.0312389 | Time: 362102 ms [2022-04-04 09:11:40 main:574] : INFO : Epoch 1854 | loss: 0.0312394 | val_loss: 0.0312392 | Time: 384670 ms [2022-04-04 09:17:55 main:574] : INFO : Epoch 1855 | loss: 0.0312404 | val_loss: 0.031241 | Time: 370436 ms [2022-04-04 09:24:08 main:574] : INFO : Epoch 1856 | loss: 0.0312404 | val_loss: 0.0312411 | Time: 372815 ms [2022-04-04 09:30:21 main:574] : INFO : Epoch 1857 | loss: 0.0312399 | val_loss: 0.0312388 | Time: 372868 ms [2022-04-04 09:35:51 main:574] : INFO : Epoch 1858 | loss: 0.0312397 | val_loss: 0.0312389 | Time: 329596 ms [2022-04-04 09:42:15 main:574] : INFO : Epoch 1859 | loss: 0.0312399 | val_loss: 0.0312408 | Time: 384693 ms [2022-04-04 09:48:28 main:574] : INFO : Epoch 1860 | loss: 0.0312408 | val_loss: 0.0312389 | Time: 372831 ms [2022-04-04 09:54:47 main:574] : INFO : Epoch 1861 | loss: 0.0312398 | val_loss: 0.0312391 | Time: 378724 ms [2022-04-04 10:01:05 main:574] : INFO : Epoch 1862 | loss: 0.0312394 | val_loss: 0.0312385 | Time: 377553 ms [2022-04-04 10:06:47 main:574] : INFO : Epoch 1863 | loss: 0.0312396 | val_loss: 0.0312393 | Time: 341941 ms [2022-04-04 10:12:24 main:574] : INFO : Epoch 1864 | loss: 0.0312395 | val_loss: 0.0312385 | Time: 337191 ms [2022-04-04 10:18:45 main:574] : INFO : Epoch 1865 | loss: 0.0312397 | val_loss: 0.0312384 | Time: 381135 ms [2022-04-04 10:25:06 main:574] : INFO : Epoch 1866 | loss: 0.0312396 | val_loss: 0.031241 | Time: 381127 ms [2022-04-04 10:31:24 main:574] : INFO : Epoch 1867 | loss: 0.0312404 | val_loss: 0.0312389 | Time: 377564 ms [2022-04-04 10:37:06 main:574] : INFO : Epoch 1868 | loss: 0.0312418 | val_loss: 0.0312388 | Time: 342199 ms [2022-04-04 10:41:36 main:574] : INFO : Epoch 1869 | loss: 0.0312398 | val_loss: 0.0312404 | Time: 267370 ms [2022-04-04 10:47:54 main:574] : INFO : Epoch 1870 | loss: 0.0312402 | val_loss: 0.0312407 | Time: 372837 ms [2022-04-04 10:54:42 main:574] : INFO : Epoch 1871 | loss: 0.0312403 | val_loss: 0.0312396 | Time: 407239 ms [2022-04-04 11:01:03 main:574] : INFO : Epoch 1872 | loss: 0.0312407 | val_loss: 0.0312387 | Time: 381124 ms [2022-04-04 11:07:34 main:574] : INFO : Epoch 1873 | loss: 0.03124 | val_loss: 0.0312404 | Time: 390624 ms [2022-04-04 11:12:38 main:574] : INFO : Epoch 1874 | loss: 0.0312405 | val_loss: 0.0312401 | Time: 304042 ms [2022-04-04 11:18:44 main:574] : INFO : Epoch 1875 | loss: 0.0312408 | val_loss: 0.0312391 | Time: 366601 ms [2022-04-04 11:25:34 main:574] : INFO : Epoch 1876 | loss: 0.0312401 | val_loss: 0.0312387 | Time: 409626 ms [2022-04-04 11:32:05 main:574] : INFO : Epoch 1877 | loss: 0.0312413 | val_loss: 0.0312442 | Time: 390657 ms [2022-04-04 11:38:28 main:574] : INFO : Epoch 1878 | loss: 0.0312403 | val_loss: 0.0312406 | Time: 383487 ms [2022-04-04 11:44:13 main:574] : INFO : Epoch 1879 | loss: 0.0312411 | val_loss: 0.0312422 | Time: 344559 ms [2022-04-04 11:49:45 main:574] : INFO : Epoch 1880 | loss: 0.0312406 | val_loss: 0.0312395 | Time: 331836 ms [2022-04-04 11:56:23 main:574] : INFO : Epoch 1881 | loss: 0.0312396 | val_loss: 0.0312383 | Time: 397751 ms [2022-04-04 12:03:03 main:574] : INFO : Epoch 1882 | loss: 0.0312394 | val_loss: 0.0312384 | Time: 400117 ms [2022-04-04 12:09:17 main:574] : INFO : Epoch 1883 | loss: 0.0312392 | val_loss: 0.031239 | Time: 374022 ms [2022-04-04 12:15:34 main:574] : INFO : Epoch 1884 | loss: 0.031239 | val_loss: 0.0312381 | Time: 376361 ms [2022-04-04 12:20:51 main:574] : INFO : Epoch 1885 | loss: 0.0312389 | val_loss: 0.031238 | Time: 317003 ms [2022-04-04 12:27:11 main:574] : INFO : Epoch 1886 | loss: 0.0312392 | val_loss: 0.03124 | Time: 379970 ms [2022-04-04 12:33:33 main:574] : INFO : Epoch 1887 | loss: 0.0312393 | val_loss: 0.0312382 | Time: 382277 ms [2022-04-04 12:40:06 main:574] : INFO : Epoch 1888 | loss: 0.03124 | val_loss: 0.0312395 | Time: 392994 ms [2022-04-04 12:46:20 main:574] : INFO : Epoch 1889 | loss: 0.0312399 | val_loss: 0.0312407 | Time: 374021 ms [2022-04-04 12:52:46 main:574] : INFO : Epoch 1890 | loss: 0.03124 | val_loss: 0.0312383 | Time: 385265 ms [2022-04-04 12:57:53 main:574] : INFO : Epoch 1891 | loss: 0.0312389 | val_loss: 0.031239 | Time: 306557 ms [2022-04-04 13:04:13 main:574] : INFO : Epoch 1892 | loss: 0.0312395 | val_loss: 0.0312386 | Time: 379927 ms [2022-04-04 13:10:15 main:574] : INFO : Epoch 1893 | loss: 0.0312391 | val_loss: 0.0312381 | Time: 362159 ms [2022-04-04 13:16:38 main:574] : INFO : Epoch 1894 | loss: 0.0312389 | val_loss: 0.0312432 | Time: 378753 ms [2022-04-04 13:22:45 main:574] : INFO : Epoch 1895 | loss: 0.0312404 | val_loss: 0.0312388 | Time: 366878 ms [2022-04-04 13:27:22 main:574] : INFO : Epoch 1896 | loss: 0.0312429 | val_loss: 0.0312486 | Time: 276616 ms [2022-04-04 13:32:32 main:574] : INFO : Epoch 1897 | loss: 0.031245 | val_loss: 0.0312417 | Time: 309876 ms [2022-04-04 13:37:53 main:574] : INFO : Epoch 1898 | loss: 0.0312408 | val_loss: 0.031239 | Time: 320604 ms [2022-04-04 13:43:07 main:574] : INFO : Epoch 1899 | loss: 0.0312399 | val_loss: 0.0312403 | Time: 309876 ms [2022-04-04 13:48:40 main:574] : INFO : Epoch 1900 | loss: 0.0312405 | val_loss: 0.0312391 | Time: 332456 ms [2022-04-04 13:54:09 main:574] : INFO : Epoch 1901 | loss: 0.0312395 | val_loss: 0.0312382 | Time: 328881 ms [2022-04-04 14:00:26 main:574] : INFO : Epoch 1902 | loss: 0.0312391 | val_loss: 0.0312384 | Time: 377536 ms [2022-04-04 14:06:31 main:574] : INFO : Epoch 1903 | loss: 0.0312385 | val_loss: 0.0312381 | Time: 364472 ms [2022-04-04 14:12:44 main:574] : INFO : Epoch 1904 | loss: 0.0312389 | val_loss: 0.0312407 | Time: 372780 ms [2022-04-04 14:18:09 main:574] : INFO : Epoch 1905 | loss: 0.03124 | val_loss: 0.0312415 | Time: 325319 ms [2022-04-04 14:23:51 main:574] : INFO : Epoch 1906 | loss: 0.03124 | val_loss: 0.0312381 | Time: 341943 ms [2022-04-04 14:29:39 main:574] : INFO : Epoch 1907 | loss: 0.0312394 | val_loss: 0.0312392 | Time: 343107 ms [2022-04-04 14:36:05 main:574] : INFO : Epoch 1908 | loss: 0.031239 | val_loss: 0.0312401 | Time: 385857 ms [2022-04-04 14:42:25 main:574] : INFO : Epoch 1909 | loss: 0.0312409 | val_loss: 0.0312398 | Time: 379943 ms [2022-04-04 14:48:55 main:574] : INFO : Epoch 1910 | loss: 0.0312444 | val_loss: 0.0312445 | Time: 389403 ms [2022-04-04 14:54:07 main:574] : INFO : Epoch 1911 | loss: 0.0312505 | val_loss: 0.031246 | Time: 312783 ms [2022-04-04 14:59:49 main:574] : INFO : Epoch 1912 | loss: 0.031242 | val_loss: 0.0312414 | Time: 334846 ms [2022-04-04 15:06:14 main:574] : INFO : Epoch 1913 | loss: 0.0312399 | val_loss: 0.0312409 | Time: 384680 ms [2022-04-04 15:12:38 main:574] : INFO : Epoch 1914 | loss: 0.031239 | val_loss: 0.031238 | Time: 384693 ms [2022-04-04 15:18:51 main:574] : INFO : Epoch 1915 | loss: 0.0312382 | val_loss: 0.0312376 | Time: 372820 ms [2022-04-04 15:25:14 main:574] : INFO : Epoch 1916 | loss: 0.0312385 | val_loss: 0.0312384 | Time: 382303 ms [2022-04-04 15:30:59 main:574] : INFO : Epoch 1917 | loss: 0.0312387 | val_loss: 0.0312384 | Time: 345514 ms [2022-04-04 15:36:36 main:574] : INFO : Epoch 1918 | loss: 0.0312387 | val_loss: 0.0312378 | Time: 337210 ms [2022-04-04 15:42:21 main:574] : INFO : Epoch 1919 | loss: 0.0312385 | val_loss: 0.0312378 | Time: 344272 ms [2022-04-04 15:47:34 main:574] : INFO : Epoch 1920 | loss: 0.0312382 | val_loss: 0.0312374 | Time: 313439 ms [2022-04-04 15:52:55 main:574] : INFO : Epoch 1921 | loss: 0.0312392 | val_loss: 0.0312416 | Time: 320567 ms [2022-04-04 15:58:27 main:574] : INFO : Epoch 1922 | loss: 0.0312389 | val_loss: 0.0312373 | Time: 332447 ms [2022-04-04 16:03:23 main:574] : INFO : Epoch 1923 | loss: 0.0312379 | val_loss: 0.0312378 | Time: 295626 ms [2022-04-04 16:09:35 main:574] : INFO : Epoch 1924 | loss: 0.0312379 | val_loss: 0.0312372 | Time: 371623 ms [2022-04-04 16:16:04 main:574] : INFO : Epoch 1925 | loss: 0.031238 | val_loss: 0.0312372 | Time: 389444 ms [2022-04-04 16:21:55 main:574] : INFO : Epoch 1926 | loss: 0.0312378 | val_loss: 0.0312395 | Time: 350270 ms [2022-04-04 16:28:06 main:574] : INFO : Epoch 1927 | loss: 0.0312385 | val_loss: 0.0312374 | Time: 371595 ms [2022-04-04 16:33:41 main:574] : INFO : Epoch 1928 | loss: 0.0312391 | val_loss: 0.0312388 | Time: 334829 ms [2022-04-04 16:38:46 main:574] : INFO : Epoch 1929 | loss: 0.031239 | val_loss: 0.0312384 | Time: 305086 ms [2022-04-04 16:44:49 main:574] : INFO : Epoch 1930 | loss: 0.03124 | val_loss: 0.0312431 | Time: 361690 ms [2022-04-04 16:51:36 main:574] : INFO : Epoch 1931 | loss: 0.0312409 | val_loss: 0.0312385 | Time: 402486 ms [2022-04-04 16:58:12 main:574] : INFO : Epoch 1932 | loss: 0.0312384 | val_loss: 0.0312371 | Time: 396567 ms [2022-04-04 17:04:22 main:574] : INFO : Epoch 1933 | loss: 0.0312379 | val_loss: 0.0312385 | Time: 368065 ms [2022-04-04 17:10:32 main:574] : INFO : Epoch 1934 | loss: 0.0312402 | val_loss: 0.031238 | Time: 370398 ms [2022-04-04 17:15:22 main:574] : INFO : Epoch 1935 | loss: 0.0312398 | val_loss: 0.0312369 | Time: 289559 ms [2022-04-04 17:20:05 main:574] : INFO : Epoch 1936 | loss: 0.0312399 | val_loss: 0.0312368 | Time: 282567 ms [2022-04-04 17:25:36 main:574] : INFO : Epoch 1937 | loss: 0.0312381 | val_loss: 0.0312368 | Time: 331255 ms [2022-04-04 17:31:47 main:574] : INFO : Epoch 1938 | loss: 0.031238 | val_loss: 0.0312373 | Time: 370434 ms [2022-04-04 17:37:50 main:574] : INFO : Epoch 1939 | loss: 0.0312373 | val_loss: 0.0312371 | Time: 363283 ms [2022-04-04 17:44:12 main:574] : INFO : Epoch 1940 | loss: 0.0312383 | val_loss: 0.0312399 | Time: 382195 ms [2022-04-04 17:50:14 main:574] : INFO : Epoch 1941 | loss: 0.0312402 | val_loss: 0.0312381 | Time: 361297 ms [2022-04-04 17:56:03 main:574] : INFO : Epoch 1942 | loss: 0.0312374 | val_loss: 0.0312364 | Time: 349178 ms [2022-04-04 18:02:09 main:574] : INFO : Epoch 1943 | loss: 0.0312381 | val_loss: 0.0312369 | Time: 365393 ms [2022-04-04 18:08:32 main:574] : INFO : Epoch 1944 | loss: 0.0312378 | val_loss: 0.0312364 | Time: 382323 ms [2022-04-04 18:14:46 main:574] : INFO : Epoch 1945 | loss: 0.0312384 | val_loss: 0.0312372 | Time: 373997 ms [2022-04-04 18:20:52 main:574] : INFO : Epoch 1946 | loss: 0.0312369 | val_loss: 0.031237 | Time: 365688 ms [2022-04-04 18:26:31 main:574] : INFO : Epoch 1947 | loss: 0.0312372 | val_loss: 0.0312364 | Time: 339563 ms [2022-04-04 18:31:38 main:574] : INFO : Epoch 1948 | loss: 0.0312381 | val_loss: 0.0312364 | Time: 306301 ms [2022-04-04 18:38:06 main:574] : INFO : Epoch 1949 | loss: 0.0312381 | val_loss: 0.0312374 | Time: 388248 ms [2022-04-04 18:44:27 main:574] : INFO : Epoch 1950 | loss: 0.0312391 | val_loss: 0.0312396 | Time: 381132 ms [2022-04-04 18:50:48 main:574] : INFO : Epoch 1951 | loss: 0.0312395 | val_loss: 0.0312443 | Time: 381107 ms [2022-04-04 18:56:37 main:574] : INFO : Epoch 1952 | loss: 0.0312388 | val_loss: 0.0312357 | Time: 348455 ms [2022-04-04 19:01:56 main:574] : INFO : Epoch 1953 | loss: 0.0312369 | val_loss: 0.0312362 | Time: 318252 ms [2022-04-04 19:07:27 main:574] : INFO : Epoch 1954 | loss: 0.0312377 | val_loss: 0.0312375 | Time: 324156 ms [2022-04-04 19:13:43 main:574] : INFO : Epoch 1955 | loss: 0.0312402 | val_loss: 0.0312379 | Time: 376394 ms [2022-04-04 19:20:12 main:574] : INFO : Epoch 1956 | loss: 0.0312393 | val_loss: 0.0312376 | Time: 388239 ms [2022-04-04 19:26:29 main:574] : INFO : Epoch 1957 | loss: 0.0312389 | val_loss: 0.0312371 | Time: 377535 ms [2022-04-04 19:32:45 main:574] : INFO : Epoch 1958 | loss: 0.0312368 | val_loss: 0.0312377 | Time: 375188 ms [2022-04-04 19:37:46 main:574] : INFO : Epoch 1959 | loss: 0.0312374 | val_loss: 0.031236 | Time: 301542 ms [2022-04-04 19:43:45 main:574] : INFO : Epoch 1960 | loss: 0.0312378 | val_loss: 0.0312391 | Time: 358569 ms [2022-04-04 19:49:16 main:574] : INFO : Epoch 1961 | loss: 0.0312382 | val_loss: 0.0312371 | Time: 331237 ms [2022-04-04 19:55:09 main:574] : INFO : Epoch 1962 | loss: 0.0312369 | val_loss: 0.0312362 | Time: 352523 ms [2022-04-04 20:01:35 main:574] : INFO : Epoch 1963 | loss: 0.0312372 | val_loss: 0.031236 | Time: 385876 ms [2022-04-04 20:07:46 main:574] : INFO : Epoch 1964 | loss: 0.0312375 | val_loss: 0.0312366 | Time: 371610 ms [2022-04-04 20:13:33 main:574] : INFO : Epoch 1965 | loss: 0.0312383 | val_loss: 0.0312383 | Time: 346673 ms [2022-04-04 20:18:51 main:574] : INFO : Epoch 1966 | loss: 0.0312373 | val_loss: 0.0312358 | Time: 318168 ms [2022-04-04 20:24:54 main:574] : INFO : Epoch 1967 | loss: 0.0312368 | val_loss: 0.03124 | Time: 362127 ms [2022-04-04 20:30:14 main:574] : INFO : Epoch 1968 | loss: 0.0312412 | val_loss: 0.0312415 | Time: 320587 ms [2022-04-04 20:34:33 main:574] : INFO : Epoch 1969 | loss: 0.031239 | val_loss: 0.0312456 | Time: 259147 ms [2022-04-04 20:35:18 main:574] : INFO : Epoch 1970 | loss: 0.0312384 | val_loss: 0.0312364 | Time: 44124.6 ms [2022-04-04 20:36:06 main:574] : INFO : Epoch 1971 | loss: 0.0312392 | val_loss: 0.0312405 | Time: 48112.3 ms [2022-04-04 20:36:58 main:574] : INFO : Epoch 1972 | loss: 0.0313964 | val_loss: 0.0313953 | Time: 52158.3 ms [2022-04-04 20:37:47 main:574] : INFO : Epoch 1973 | loss: 0.0323131 | val_loss: 0.031525 | Time: 48364.6 ms [2022-04-04 20:38:55 main:574] : INFO : Epoch 1974 | loss: 0.0313625 | val_loss: 0.0312771 | Time: 67469.2 ms [2022-04-04 20:40:01 main:574] : INFO : Epoch 1975 | loss: 0.0312631 | val_loss: 0.0312572 | Time: 66151.5 ms [2022-04-04 20:41:32 main:574] : INFO : Epoch 1976 | loss: 0.0312532 | val_loss: 0.0312516 | Time: 91581 ms [2022-04-04 20:42:44 main:574] : INFO : Epoch 1977 | loss: 0.0312448 | val_loss: 0.0312417 | Time: 71814.8 ms [2022-04-04 20:43:29 main:574] : INFO : Epoch 1978 | loss: 0.0312415 | val_loss: 0.0312401 | Time: 44466.5 ms [2022-04-04 20:44:20 main:574] : INFO : Epoch 1979 | loss: 0.03124 | val_loss: 0.0312398 | Time: 51405 ms [2022-04-04 20:45:08 main:574] : INFO : Epoch 1980 | loss: 0.0312416 | val_loss: 0.0312396 | Time: 47047.5 ms [2022-04-04 20:45:52 main:574] : INFO : Epoch 1981 | loss: 0.0312393 | val_loss: 0.0312376 | Time: 44353.2 ms [2022-04-04 20:46:37 main:574] : INFO : Epoch 1982 | loss: 0.0312389 | val_loss: 0.0312376 | Time: 44583 ms [2022-04-04 20:47:22 main:574] : INFO : Epoch 1983 | loss: 0.0312392 | val_loss: 0.0312404 | Time: 45670.4 ms [2022-04-04 20:48:41 main:574] : INFO : Epoch 1984 | loss: 0.0312393 | val_loss: 0.0312371 | Time: 77879.1 ms [2022-04-04 20:50:12 main:574] : INFO : Epoch 1985 | loss: 0.0312388 | val_loss: 0.031237 | Time: 91299.9 ms [2022-04-04 20:51:12 main:574] : INFO : Epoch 1986 | loss: 0.0312379 | val_loss: 0.0312362 | Time: 59909.1 ms [2022-04-04 20:52:35 main:574] : INFO : Epoch 1987 | loss: 0.031237 | val_loss: 0.0312369 | Time: 82683.5 ms [2022-04-04 20:53:58 main:574] : INFO : Epoch 1988 | loss: 0.0312375 | val_loss: 0.0312358 | Time: 82869 ms [2022-04-04 20:55:09 main:574] : INFO : Epoch 1989 | loss: 0.0312368 | val_loss: 0.0312355 | Time: 70856.4 ms [2022-04-04 20:56:27 main:574] : INFO : Epoch 1990 | loss: 0.0312368 | val_loss: 0.0312365 | Time: 78760.8 ms [2022-04-04 20:57:40 main:574] : INFO : Epoch 1991 | loss: 0.0312378 | val_loss: 0.0312357 | Time: 72639 ms [2022-04-04 20:58:57 main:574] : INFO : Epoch 1992 | loss: 0.0312372 | val_loss: 0.0312364 | Time: 76650.8 ms [2022-04-04 20:59:54 main:574] : INFO : Epoch 1993 | loss: 0.0312366 | val_loss: 0.0312357 | Time: 56786.4 ms [2022-04-04 21:00:47 main:574] : INFO : Epoch 1994 | loss: 0.0312365 | val_loss: 0.0312365 | Time: 53146.4 ms [2022-04-04 21:01:37 main:574] : INFO : Epoch 1995 | loss: 0.0312378 | val_loss: 0.0312354 | Time: 49226 ms [2022-04-04 21:02:26 main:574] : INFO : Epoch 1996 | loss: 0.0312397 | val_loss: 0.0312368 | Time: 49218.8 ms [2022-04-04 21:03:14 main:574] : INFO : Epoch 1997 | loss: 0.0312372 | val_loss: 0.0312351 | Time: 48477 ms [2022-04-04 21:05:01 main:574] : INFO : Epoch 1998 | loss: 0.0312361 | val_loss: 0.0312348 | Time: 106357 ms [2022-04-04 21:06:11 main:574] : INFO : Epoch 1999 | loss: 0.0312362 | val_loss: 0.0312354 | Time: 69746.3 ms [2022-04-04 21:07:01 main:574] : INFO : Epoch 2000 | loss: 0.0312359 | val_loss: 0.0312358 | Time: 49857.3 ms [2022-04-04 21:07:54 main:574] : INFO : Epoch 2001 | loss: 0.0312363 | val_loss: 0.0312355 | Time: 53192.1 ms [2022-04-04 21:08:43 main:574] : INFO : Epoch 2002 | loss: 0.0312364 | val_loss: 0.0312351 | Time: 48582.7 ms [2022-04-04 21:09:27 main:574] : INFO : Epoch 2003 | loss: 0.0312357 | val_loss: 0.0312349 | Time: 44330.4 ms [2022-04-04 21:10:12 main:574] : INFO : Epoch 2004 | loss: 0.0312363 | val_loss: 0.0312344 | Time: 44222 ms [2022-04-04 21:10:56 main:574] : INFO : Epoch 2005 | loss: 0.0312354 | val_loss: 0.031235 | Time: 44305.7 ms [2022-04-04 21:12:54 main:574] : INFO : Epoch 2006 | loss: 0.0312356 | val_loss: 0.0312362 | Time: 118385 ms [2022-04-04 21:13:43 main:574] : INFO : Epoch 2007 | loss: 0.0312357 | val_loss: 0.0312349 | Time: 47653.1 ms [2022-04-04 21:14:31 main:574] : INFO : Epoch 2008 | loss: 0.0312368 | val_loss: 0.0312369 | Time: 48543.1 ms [2022-04-04 21:15:16 main:574] : INFO : Epoch 2009 | loss: 0.0312373 | val_loss: 0.0312368 | Time: 44208.4 ms [2022-04-04 21:16:04 main:574] : INFO : Epoch 2010 | loss: 0.0312356 | val_loss: 0.0312349 | Time: 48089.6 ms [2022-04-04 21:17:26 main:574] : INFO : Epoch 2011 | loss: 0.0312353 | val_loss: 0.0312342 | Time: 80565.2 ms [2022-04-04 21:18:21 main:574] : INFO : Epoch 2012 | loss: 0.031236 | val_loss: 0.0312344 | Time: 55122.7 ms [2022-04-04 21:19:56 main:574] : INFO : Epoch 2013 | loss: 0.031235 | val_loss: 0.0312342 | Time: 93797 ms [2022-04-04 21:20:45 main:574] : INFO : Epoch 2014 | loss: 0.0312348 | val_loss: 0.0312351 | Time: 48841.3 ms [2022-04-04 21:21:52 main:574] : INFO : Epoch 2015 | loss: 0.0312347 | val_loss: 0.0312338 | Time: 66922.1 ms [2022-04-04 21:23:45 main:574] : INFO : Epoch 2016 | loss: 0.0312347 | val_loss: 0.0312363 | Time: 112829 ms [2022-04-04 21:24:33 main:574] : INFO : Epoch 2017 | loss: 0.0312353 | val_loss: 0.0312338 | Time: 47347.7 ms [2022-04-04 21:25:24 main:574] : INFO : Epoch 2018 | loss: 0.0312348 | val_loss: 0.0312339 | Time: 50700.2 ms [2022-04-04 21:26:14 main:574] : INFO : Epoch 2019 | loss: 0.0312347 | val_loss: 0.0312351 | Time: 49873.6 ms [2022-04-04 21:27:01 main:574] : INFO : Epoch 2020 | loss: 0.0312346 | val_loss: 0.0312338 | Time: 47547.7 ms [2022-04-04 21:28:14 main:574] : INFO : Epoch 2021 | loss: 0.0312353 | val_loss: 0.0312386 | Time: 71923.1 ms [2022-04-04 21:29:44 main:574] : INFO : Epoch 2022 | loss: 0.0312359 | val_loss: 0.0312364 | Time: 89796.5 ms [2022-04-04 21:30:58 main:574] : INFO : Epoch 2023 | loss: 0.0312354 | val_loss: 0.0312339 | Time: 69743.7 ms [2022-04-04 21:31:48 main:574] : INFO : Epoch 2024 | loss: 0.0312359 | val_loss: 0.0312397 | Time: 49153 ms [2022-04-04 21:33:21 main:574] : INFO : Epoch 2025 | loss: 0.031236 | val_loss: 0.0312343 | Time: 92915.4 ms [2022-04-04 21:34:16 main:574] : INFO : Epoch 2026 | loss: 0.0312343 | val_loss: 0.0312381 | Time: 54944.3 ms [2022-04-04 21:35:03 main:574] : INFO : Epoch 2027 | loss: 0.0312359 | val_loss: 0.0312358 | Time: 47355.4 ms [2022-04-04 21:35:56 main:574] : INFO : Epoch 2028 | loss: 0.0312349 | val_loss: 0.0312336 | Time: 52995.1 ms [2022-04-04 21:37:06 main:574] : INFO : Epoch 2029 | loss: 0.0312354 | val_loss: 0.0312345 | Time: 69034.7 ms [2022-04-04 21:38:30 main:574] : INFO : Epoch 2030 | loss: 0.0312345 | val_loss: 0.0312331 | Time: 84469.5 ms [2022-04-04 21:39:14 main:574] : INFO : Epoch 2031 | loss: 0.0312343 | val_loss: 0.0312338 | Time: 44179.3 ms [2022-04-04 21:40:30 main:574] : INFO : Epoch 2032 | loss: 0.0312347 | val_loss: 0.0312333 | Time: 75375 ms [2022-04-04 21:42:11 main:574] : INFO : Epoch 2033 | loss: 0.0312348 | val_loss: 0.0312333 | Time: 101068 ms [2022-04-04 21:43:24 main:574] : INFO : Epoch 2034 | loss: 0.0312359 | val_loss: 0.0312339 | Time: 72763.6 ms [2022-04-04 21:44:13 main:574] : INFO : Epoch 2035 | loss: 0.0312353 | val_loss: 0.031233 | Time: 49276.3 ms [2022-04-04 21:45:28 main:574] : INFO : Epoch 2036 | loss: 0.0312363 | val_loss: 0.0312355 | Time: 74454.6 ms [2022-04-04 21:47:01 main:574] : INFO : Epoch 2037 | loss: 0.031235 | val_loss: 0.0312334 | Time: 93060.7 ms [2022-04-04 21:48:24 main:574] : INFO : Epoch 2038 | loss: 0.0312334 | val_loss: 0.0312337 | Time: 82707.7 ms [2022-04-04 21:49:48 main:574] : INFO : Epoch 2039 | loss: 0.0312337 | val_loss: 0.0312329 | Time: 83820.6 ms [2022-04-04 21:51:44 main:574] : INFO : Epoch 2040 | loss: 0.031234 | val_loss: 0.0312328 | Time: 115690 ms [2022-04-04 21:54:00 main:574] : INFO : Epoch 2041 | loss: 0.0312336 | val_loss: 0.0312327 | Time: 136222 ms [2022-04-04 21:59:22 main:574] : INFO : Epoch 2042 | loss: 0.0312341 | val_loss: 0.0312326 | Time: 321447 ms [2022-04-04 22:03:50 main:574] : INFO : Epoch 2043 | loss: 0.0312348 | val_loss: 0.0312351 | Time: 268338 ms [2022-04-04 22:09:00 main:574] : INFO : Epoch 2044 | loss: 0.0312337 | val_loss: 0.0312326 | Time: 309881 ms [2022-04-04 22:13:57 main:574] : INFO : Epoch 2045 | loss: 0.0312335 | val_loss: 0.031236 | Time: 297089 ms [2022-04-04 22:18:56 main:574] : INFO : Epoch 2046 | loss: 0.0312336 | val_loss: 0.0312325 | Time: 298533 ms [2022-04-04 22:24:12 main:574] : INFO : Epoch 2047 | loss: 0.0312333 | val_loss: 0.0312328 | Time: 315800 ms [2022-04-04 22:28:52 main:574] : INFO : Epoch 2048 | loss: 0.0312332 | val_loss: 0.0312325 | Time: 280169 ms [2022-04-04 22:28:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312325 [2022-04-04 22:28:52 main:603] : INFO : Saving end state to config to file [2022-04-04 22:28:52 main:608] : INFO : Success, exiting.. 22:28:52 (9892): 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)