Task 13045524
| Name | ParityModified-1647042326-25446-1-0_0 |
| Workunit | 10172984 |
| Created | 13 Mar 2022, 11:27:13 UTC |
| Sent | 21 Mar 2022, 12:46:47 UTC |
| Report deadline | 29 Mar 2022, 12:46:47 UTC |
| Received | 21 Mar 2022, 23:15:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18317 |
| Run time | 3 hours 2 min 9 sec |
| CPU time | 2 hours 54 min 24 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 882.14 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ain:574] : INFO : Epoch 1542 | loss: 0.031145 | val_loss: 0.0311575 | Time: 5321.72 ms [2022-03-21 23:29:43 main:574] : INFO : Epoch 1543 | loss: 0.0311481 | val_loss: 0.0311616 | Time: 5328.59 ms [2022-03-21 23:29:49 main:574] : INFO : Epoch 1544 | loss: 0.031155 | val_loss: 0.0311647 | Time: 5326.39 ms [2022-03-21 23:29:54 main:574] : INFO : Epoch 1545 | loss: 0.0311631 | val_loss: 0.0311625 | Time: 5324.11 ms [2022-03-21 23:29:59 main:574] : INFO : Epoch 1546 | loss: 0.0311572 | val_loss: 0.0311578 | Time: 5325.63 ms [2022-03-21 23:30:05 main:574] : INFO : Epoch 1547 | loss: 0.0311551 | val_loss: 0.0311573 | Time: 5321.23 ms [2022-03-21 23:30:10 main:574] : INFO : Epoch 1548 | loss: 0.0311515 | val_loss: 0.0311564 | Time: 5317.35 ms [2022-03-21 23:30:15 main:574] : INFO : Epoch 1549 | loss: 0.0311503 | val_loss: 0.0311592 | Time: 5323.87 ms [2022-03-21 23:30:21 main:574] : INFO : Epoch 1550 | loss: 0.0311497 | val_loss: 0.0311628 | Time: 5322.53 ms [2022-03-21 23:30:26 main:574] : INFO : Epoch 1551 | loss: 0.0311523 | val_loss: 0.0311614 | Time: 5322.06 ms [2022-03-21 23:30:31 main:574] : INFO : Epoch 1552 | loss: 0.0311505 | val_loss: 0.0311551 | Time: 5313.46 ms [2022-03-21 23:30:37 main:574] : INFO : Epoch 1553 | loss: 0.0311457 | val_loss: 0.0311558 | Time: 5318.83 ms [2022-03-21 23:30:42 main:574] : INFO : Epoch 1554 | loss: 0.0311452 | val_loss: 0.0311558 | Time: 5317.97 ms [2022-03-21 23:30:47 main:574] : INFO : Epoch 1555 | loss: 0.0311447 | val_loss: 0.031156 | Time: 5324.14 ms [2022-03-21 23:30:53 main:574] : INFO : Epoch 1556 | loss: 0.0311454 | val_loss: 0.0311572 | Time: 5324.08 ms [2022-03-21 23:30:58 main:574] : INFO : Epoch 1557 | loss: 0.0311532 | val_loss: 0.031163 | Time: 5334.8 ms [2022-03-21 23:31:03 main:574] : INFO : Epoch 1558 | loss: 0.0311564 | val_loss: 0.0311574 | Time: 5329.61 ms [2022-03-21 23:31:09 main:574] : INFO : Epoch 1559 | loss: 0.0311515 | val_loss: 0.0311571 | Time: 5319.67 ms [2022-03-21 23:31:14 main:574] : INFO : Epoch 1560 | loss: 0.0311489 | val_loss: 0.0311565 | Time: 5319.92 ms [2022-03-21 23:31:19 main:574] : INFO : Epoch 1561 | loss: 0.0311485 | val_loss: 0.031157 | Time: 5330.28 ms [2022-03-21 23:31:25 main:574] : INFO : Epoch 1562 | loss: 0.0311476 | val_loss: 0.0311554 | Time: 5324.45 ms [2022-03-21 23:31:30 main:574] : INFO : Epoch 1563 | loss: 0.0311465 | val_loss: 0.0311546 | Time: 5320.96 ms [2022-03-21 23:31:35 main:574] : INFO : Epoch 1564 | loss: 0.0311472 | val_loss: 0.0311585 | Time: 5324.63 ms [2022-03-21 23:31:40 main:574] : INFO : Epoch 1565 | loss: 0.03115 | val_loss: 0.0311578 | Time: 5324.33 ms [2022-03-21 23:31:46 main:574] : INFO : Epoch 1566 | loss: 0.0311482 | val_loss: 0.0311598 | Time: 5318.96 ms [2022-03-21 23:31:51 main:574] : INFO : Epoch 1567 | loss: 0.0311456 | val_loss: 0.0311546 | Time: 5323.46 ms [2022-03-21 23:31:56 main:574] : INFO : Epoch 1568 | loss: 0.0311467 | val_loss: 0.0311543 | Time: 5319.12 ms [2022-03-21 23:32:02 main:574] : INFO : Epoch 1569 | loss: 0.0311446 | val_loss: 0.0311556 | Time: 5324.42 ms [2022-03-21 23:32:07 main:574] : INFO : Epoch 1570 | loss: 0.0311444 | val_loss: 0.0311545 | Time: 5320.06 ms [2022-03-21 23:32:12 main:574] : INFO : Epoch 1571 | loss: 0.0311445 | val_loss: 0.0311551 | Time: 5321.38 ms [2022-03-21 23:32:18 main:574] : INFO : Epoch 1572 | loss: 0.0311436 | val_loss: 0.0311609 | Time: 5329.23 ms [2022-03-21 23:32:23 main:574] : INFO : Epoch 1573 | loss: 0.0311451 | val_loss: 0.0311561 | Time: 5320.23 ms [2022-03-21 23:32:28 main:574] : INFO : Epoch 1574 | loss: 0.0311423 | val_loss: 0.0311547 | Time: 5316.81 ms [2022-03-21 23:32:34 main:574] : INFO : Epoch 1575 | loss: 0.0311443 | val_loss: 0.0311573 | Time: 5320.1 ms [2022-03-21 23:32:39 main:574] : INFO : Epoch 1576 | loss: 0.0311448 | val_loss: 0.0311561 | Time: 5321.37 ms [2022-03-21 23:32:44 main:574] : INFO : Epoch 1577 | loss: 0.0311434 | val_loss: 0.0311567 | Time: 5319.33 ms [2022-03-21 23:32:50 main:574] : INFO : Epoch 1578 | loss: 0.0311414 | val_loss: 0.0311539 | Time: 5326.46 ms [2022-03-21 23:32:55 main:574] : INFO : Epoch 1579 | loss: 0.0311422 | val_loss: 0.0311588 | Time: 5325.52 ms [2022-03-21 23:33:00 main:574] : INFO : Epoch 1580 | loss: 0.0311436 | val_loss: 0.0311548 | Time: 5331.32 ms [2022-03-21 23:33:06 main:574] : INFO : Epoch 1581 | loss: 0.0311428 | val_loss: 0.031159 | Time: 5320.5 ms [2022-03-21 23:33:11 main:574] : INFO : Epoch 1582 | loss: 0.0311437 | val_loss: 0.031156 | Time: 5318.54 ms [2022-03-21 23:33:16 main:574] : INFO : Epoch 1583 | loss: 0.0311434 | val_loss: 0.0311553 | Time: 5320.43 ms [2022-03-21 23:33:22 main:574] : INFO : Epoch 1584 | loss: 0.0311424 | val_loss: 0.031157 | Time: 5317.31 ms [2022-03-21 23:33:27 main:574] : INFO : Epoch 1585 | loss: 0.0311424 | val_loss: 0.0311583 | Time: 5326.34 ms [2022-03-21 23:33:32 main:574] : INFO : Epoch 1586 | loss: 0.0311427 | val_loss: 0.0311557 | Time: 5321.83 ms [2022-03-21 23:33:38 main:574] : INFO : Epoch 1587 | loss: 0.0311418 | val_loss: 0.0311551 | Time: 5321.97 ms [2022-03-21 23:33:43 main:574] : INFO : Epoch 1588 | loss: 0.0311397 | val_loss: 0.0311538 | Time: 5318.27 ms [2022-03-21 23:33:48 main:574] : INFO : Epoch 1589 | loss: 0.0311404 | val_loss: 0.0311583 | Time: 5327.73 ms [2022-03-21 23:33:54 main:574] : INFO : Epoch 1590 | loss: 0.0311423 | val_loss: 0.0311544 | Time: 5316.71 ms [2022-03-21 23:33:59 main:574] : INFO : Epoch 1591 | loss: 0.0311396 | val_loss: 0.0311559 | Time: 5322.71 ms [2022-03-21 23:34:04 main:574] : INFO : Epoch 1592 | loss: 0.0311433 | val_loss: 0.0311572 | Time: 5331.04 ms [2022-03-21 23:34:10 main:574] : INFO : Epoch 1593 | loss: 0.0311434 | val_loss: 0.0311561 | Time: 5324.8 ms [2022-03-21 23:34:15 main:574] : INFO : Epoch 1594 | loss: 0.0311463 | val_loss: 0.0311531 | Time: 5322.56 ms [2022-03-21 23:34:20 main:574] : INFO : Epoch 1595 | loss: 0.0311423 | val_loss: 0.0311594 | Time: 5318.35 ms [2022-03-21 23:34:26 main:574] : INFO : Epoch 1596 | loss: 0.0311423 | val_loss: 0.0311516 | Time: 5320.83 ms [2022-03-21 23:34:31 main:574] : INFO : Epoch 1597 | loss: 0.031152 | val_loss: 0.0311686 | Time: 5322.45 ms [2022-03-21 23:34:36 main:574] : INFO : Epoch 1598 | loss: 0.0311636 | val_loss: 0.0311657 | Time: 5318.49 ms [2022-03-21 23:34:42 main:574] : INFO : Epoch 1599 | loss: 0.0311577 | val_loss: 0.0311572 | Time: 5324.08 ms [2022-03-21 23:34:47 main:574] : INFO : Epoch 1600 | loss: 0.0311508 | val_loss: 0.0311566 | Time: 5319.14 ms [2022-03-21 23:34:52 main:574] : INFO : Epoch 1601 | loss: 0.031148 | val_loss: 0.0311551 | Time: 5318.91 ms [2022-03-21 23:34:58 main:574] : INFO : Epoch 1602 | loss: 0.0311467 | val_loss: 0.0311587 | Time: 5314.96 ms [2022-03-21 23:35:03 main:574] : INFO : Epoch 1603 | loss: 0.031145 | val_loss: 0.0311522 | Time: 5321.9 ms [2022-03-21 23:35:08 main:574] : INFO : Epoch 1604 | loss: 0.0311439 | val_loss: 0.0311522 | Time: 5319.05 ms [2022-03-21 23:35:14 main:574] : INFO : Epoch 1605 | loss: 0.0311441 | val_loss: 0.0311673 | Time: 5317.04 ms [2022-03-21 23:35:19 main:574] : INFO : Epoch 1606 | loss: 0.031148 | val_loss: 0.0311645 | Time: 5330.01 ms [2022-03-21 23:35:24 main:574] : INFO : Epoch 1607 | loss: 0.0311599 | val_loss: 0.0311604 | Time: 5324.07 ms [2022-03-21 23:35:30 main:574] : INFO : Epoch 1608 | loss: 0.0311549 | val_loss: 0.0311577 | Time: 5321.2 ms [2022-03-21 23:35:35 main:574] : INFO : Epoch 1609 | loss: 0.0311532 | val_loss: 0.0311544 | Time: 5322.56 ms [2022-03-21 23:35:40 main:574] : INFO : Epoch 1610 | loss: 0.03115 | val_loss: 0.0311584 | Time: 5330.27 ms [2022-03-21 23:35:45 main:574] : INFO : Epoch 1611 | loss: 0.0311516 | val_loss: 0.0311575 | Time: 5322.12 ms [2022-03-21 23:35:51 main:574] : INFO : Epoch 1612 | loss: 0.0311491 | val_loss: 0.0311551 | Time: 5325.51 ms [2022-03-21 23:35:56 main:574] : INFO : Epoch 1613 | loss: 0.031149 | val_loss: 0.0311611 | Time: 5327.83 ms [2022-03-21 23:36:01 main:574] : INFO : Epoch 1614 | loss: 0.031155 | val_loss: 0.0311584 | Time: 5327.97 ms [2022-03-21 23:36:07 main:574] : INFO : Epoch 1615 | loss: 0.0311503 | val_loss: 0.0311615 | Time: 5315.38 ms [2022-03-21 23:36:12 main:574] : INFO : Epoch 1616 | loss: 0.0311482 | val_loss: 0.0311578 | Time: 5332.21 ms [2022-03-21 23:36:17 main:574] : INFO : Epoch 1617 | loss: 0.0311473 | val_loss: 0.031154 | Time: 5319.19 ms [2022-03-21 23:36:23 main:574] : INFO : Epoch 1618 | loss: 0.031146 | val_loss: 0.0311569 | Time: 5326.37 ms [2022-03-21 23:36:28 main:574] : INFO : Epoch 1619 | loss: 0.0311474 | val_loss: 0.031155 | Time: 5322.77 ms [2022-03-21 23:36:33 main:574] : INFO : Epoch 1620 | loss: 0.0311498 | val_loss: 0.0311526 | Time: 5325.81 ms [2022-03-21 23:36:39 main:574] : INFO : Epoch 1621 | loss: 0.0311463 | val_loss: 0.0311549 | Time: 5320.95 ms [2022-03-21 23:36:44 main:574] : INFO : Epoch 1622 | loss: 0.0311444 | val_loss: 0.0311492 | Time: 5319.56 ms [2022-03-21 23:36:49 main:574] : INFO : Epoch 1623 | loss: 0.0311424 | val_loss: 0.0311502 | Time: 5324.13 ms [2022-03-21 23:36:55 main:574] : INFO : Epoch 1624 | loss: 0.0311432 | val_loss: 0.0311501 | Time: 5318.84 ms [2022-03-21 23:37:00 main:574] : INFO : Epoch 1625 | loss: 0.0311425 | val_loss: 0.031149 | Time: 5318.41 ms [2022-03-21 23:37:05 main:574] : INFO : Epoch 1626 | loss: 0.0311414 | val_loss: 0.0311496 | Time: 5324.69 ms [2022-03-21 23:37:11 main:574] : INFO : Epoch 1627 | loss: 0.0311404 | val_loss: 0.0311524 | Time: 5324.25 ms [2022-03-21 23:37:16 main:574] : INFO : Epoch 1628 | loss: 0.0311427 | val_loss: 0.0311495 | Time: 5331.37 ms [2022-03-21 23:37:21 main:574] : INFO : Epoch 1629 | loss: 0.0311411 | val_loss: 0.031149 | Time: 5321.59 ms [2022-03-21 23:37:27 main:574] : INFO : Epoch 1630 | loss: 0.0311417 | val_loss: 0.0311489 | Time: 5321.07 ms [2022-03-21 23:37:32 main:574] : INFO : Epoch 1631 | loss: 0.0311389 | val_loss: 0.0311497 | Time: 5323.57 ms [2022-03-21 23:37:37 main:574] : INFO : Epoch 1632 | loss: 0.0311423 | val_loss: 0.0311498 | Time: 5337.02 ms [2022-03-21 23:37:43 main:574] : INFO : Epoch 1633 | loss: 0.0311406 | val_loss: 0.0311485 | Time: 5323.27 ms [2022-03-21 23:37:48 main:574] : INFO : Epoch 1634 | loss: 0.0311383 | val_loss: 0.0311478 | Time: 5340.94 ms [2022-03-21 23:37:53 main:574] : INFO : Epoch 1635 | loss: 0.0311384 | val_loss: 0.0311485 | Time: 5320.81 ms [2022-03-21 23:37:59 main:574] : INFO : Epoch 1636 | loss: 0.0311369 | val_loss: 0.031147 | Time: 5327.03 ms [2022-03-21 23:38:04 main:574] : INFO : Epoch 1637 | loss: 0.0311393 | val_loss: 0.0311551 | Time: 5321.2 ms [2022-03-21 23:38:09 main:574] : INFO : Epoch 1638 | loss: 0.0311383 | val_loss: 0.031146 | Time: 5322.86 ms [2022-03-21 23:38:15 main:574] : INFO : Epoch 1639 | loss: 0.0311372 | val_loss: 0.031146 | Time: 5319.11 ms [2022-03-21 23:38:20 main:574] : INFO : Epoch 1640 | loss: 0.0311373 | val_loss: 0.0311481 | Time: 5319.63 ms [2022-03-21 23:38:25 main:574] : INFO : Epoch 1641 | loss: 0.0311409 | val_loss: 0.0311538 | Time: 5326.72 ms [2022-03-21 23:38:31 main:574] : INFO : Epoch 1642 | loss: 0.0311516 | val_loss: 0.0311538 | Time: 5323.62 ms [2022-03-21 23:38:36 main:574] : INFO : Epoch 1643 | loss: 0.0311483 | val_loss: 0.031151 | Time: 5326.39 ms [2022-03-21 23:38:41 main:574] : INFO : Epoch 1644 | loss: 0.0311476 | val_loss: 0.0311526 | Time: 5318.16 ms [2022-03-21 23:38:47 main:574] : INFO : Epoch 1645 | loss: 0.0311456 | val_loss: 0.0311513 | Time: 5322.58 ms [2022-03-21 23:38:52 main:574] : INFO : Epoch 1646 | loss: 0.0311413 | val_loss: 0.0311481 | Time: 5323.24 ms [2022-03-21 23:38:57 main:574] : INFO : Epoch 1647 | loss: 0.0311427 | val_loss: 0.0311483 | Time: 5319.07 ms [2022-03-21 23:39:03 main:574] : INFO : Epoch 1648 | loss: 0.0311415 | val_loss: 0.0311489 | Time: 5326.52 ms [2022-03-21 23:39:08 main:574] : INFO : Epoch 1649 | loss: 0.0311408 | val_loss: 0.0311481 | Time: 5326.36 ms [2022-03-21 23:39:13 main:574] : INFO : Epoch 1650 | loss: 0.0311442 | val_loss: 0.0311499 | Time: 5315.24 ms [2022-03-21 23:39:19 main:574] : INFO : Epoch 1651 | loss: 0.031141 | val_loss: 0.0311518 | Time: 5328.7 ms [2022-03-21 23:39:24 main:574] : INFO : Epoch 1652 | loss: 0.031141 | val_loss: 0.0311469 | Time: 5319.22 ms [2022-03-21 23:39:29 main:574] : INFO : Epoch 1653 | loss: 0.0311412 | val_loss: 0.0311488 | Time: 5317.81 ms [2022-03-21 23:39:35 main:574] : INFO : Epoch 1654 | loss: 0.0311432 | val_loss: 0.0311476 | Time: 5322.51 ms [2022-03-21 23:39:40 main:574] : INFO : Epoch 1655 | loss: 0.0311422 | val_loss: 0.0311542 | Time: 5327.74 ms [2022-03-21 23:39:45 main:574] : INFO : Epoch 1656 | loss: 0.0311413 | val_loss: 0.0311474 | Time: 5328.62 ms [2022-03-21 23:39:51 main:574] : INFO : Epoch 1657 | loss: 0.0311411 | val_loss: 0.0311458 | Time: 5317.36 ms [2022-03-21 23:39:56 main:574] : INFO : Epoch 1658 | loss: 0.03114 | val_loss: 0.0311438 | Time: 5320.1 ms [2022-03-21 23:40:01 main:574] : INFO : Epoch 1659 | loss: 0.031138 | val_loss: 0.0311444 | Time: 5322.2 ms [2022-03-21 23:40:07 main:574] : INFO : Epoch 1660 | loss: 0.0311363 | val_loss: 0.0311461 | Time: 5321.45 ms [2022-03-21 23:40:12 main:574] : INFO : Epoch 1661 | loss: 0.031138 | val_loss: 0.0311466 | Time: 5323.03 ms [2022-03-21 23:40:17 main:574] : INFO : Epoch 1662 | loss: 0.0311374 | val_loss: 0.031148 | Time: 5327.64 ms [2022-03-21 23:40:23 main:574] : INFO : Epoch 1663 | loss: 0.0311408 | val_loss: 0.0311483 | Time: 5323.17 ms [2022-03-21 23:40:28 main:574] : INFO : Epoch 1664 | loss: 0.0311385 | val_loss: 0.031146 | Time: 5332.24 ms [2022-03-21 23:40:33 main:574] : INFO : Epoch 1665 | loss: 0.0311372 | val_loss: 0.0311455 | Time: 5316.32 ms [2022-03-21 23:40:39 main:574] : INFO : Epoch 1666 | loss: 0.0311377 | val_loss: 0.0311444 | Time: 5319.57 ms [2022-03-21 23:40:44 main:574] : INFO : Epoch 1667 | loss: 0.0311369 | val_loss: 0.0311467 | Time: 5318.84 ms [2022-03-21 23:40:49 main:574] : INFO : Epoch 1668 | loss: 0.0311362 | val_loss: 0.0311455 | Time: 5319.18 ms [2022-03-21 23:40:55 main:574] : INFO : Epoch 1669 | loss: 0.0311355 | val_loss: 0.0311429 | Time: 5326.88 ms [2022-03-21 23:41:00 main:574] : INFO : Epoch 1670 | loss: 0.0311347 | val_loss: 0.0311425 | Time: 5324.59 ms [2022-03-21 23:41:05 main:574] : INFO : Epoch 1671 | loss: 0.0311376 | val_loss: 0.0311482 | Time: 5324.06 ms [2022-03-21 23:41:10 main:574] : INFO : Epoch 1672 | loss: 0.0311374 | val_loss: 0.0311442 | Time: 5319.23 ms [2022-03-21 23:41:16 main:574] : INFO : Epoch 1673 | loss: 0.0311383 | val_loss: 0.0311496 | Time: 5325.13 ms [2022-03-21 23:41:21 main:574] : INFO : Epoch 1674 | loss: 0.0311382 | val_loss: 0.0311456 | Time: 5317.75 ms [2022-03-21 23:41:26 main:574] : INFO : Epoch 1675 | loss: 0.0311345 | val_loss: 0.0311463 | Time: 5321.15 ms [2022-03-21 23:41:32 main:574] : INFO : Epoch 1676 | loss: 0.0311346 | val_loss: 0.0311523 | Time: 5353.34 ms [2022-03-21 23:41:37 main:574] : INFO : Epoch 1677 | loss: 0.0311354 | val_loss: 0.0311436 | Time: 5321.69 ms [2022-03-21 23:41:42 main:574] : INFO : Epoch 1678 | loss: 0.0311344 | val_loss: 0.031145 | Time: 5320.04 ms [2022-03-21 23:41:48 main:574] : INFO : Epoch 1679 | loss: 0.0311363 | val_loss: 0.0311464 | Time: 5322.57 ms [2022-03-21 23:41:53 main:574] : INFO : Epoch 1680 | loss: 0.0311353 | val_loss: 0.03115 | Time: 5326.67 ms [2022-03-21 23:41:58 main:574] : INFO : Epoch 1681 | loss: 0.0311349 | val_loss: 0.0311437 | Time: 5325.3 ms [2022-03-21 23:42:04 main:574] : INFO : Epoch 1682 | loss: 0.0311334 | val_loss: 0.0311427 | Time: 5320.63 ms [2022-03-21 23:42:09 main:574] : INFO : Epoch 1683 | loss: 0.0311329 | val_loss: 0.0311424 | Time: 5327.98 ms [2022-03-21 23:42:14 main:574] : INFO : Epoch 1684 | loss: 0.0311332 | val_loss: 0.0311443 | Time: 5317.09 ms [2022-03-21 23:42:20 main:574] : INFO : Epoch 1685 | loss: 0.0311399 | val_loss: 0.031143 | Time: 5325.57 ms [2022-03-21 23:42:25 main:574] : INFO : Epoch 1686 | loss: 0.0311403 | val_loss: 0.0311486 | Time: 5323.55 ms [2022-03-21 23:42:30 main:574] : INFO : Epoch 1687 | loss: 0.0311427 | val_loss: 0.0311473 | Time: 5320.6 ms [2022-03-21 23:42:36 main:574] : INFO : Epoch 1688 | loss: 0.0311383 | val_loss: 0.0311448 | Time: 5324.38 ms [2022-03-21 23:42:41 main:574] : INFO : Epoch 1689 | loss: 0.0311623 | val_loss: 0.0311778 | Time: 5319.82 ms [2022-03-21 23:42:46 main:574] : INFO : Epoch 1690 | loss: 0.0311791 | val_loss: 0.0311778 | Time: 5327.56 ms [2022-03-21 23:42:52 main:574] : INFO : Epoch 1691 | loss: 0.0311747 | val_loss: 0.0311688 | Time: 5320 ms [2022-03-21 23:42:57 main:574] : INFO : Epoch 1692 | loss: 0.0311705 | val_loss: 0.031167 | Time: 5327.11 ms [2022-03-21 23:43:02 main:574] : INFO : Epoch 1693 | loss: 0.0311667 | val_loss: 0.0311656 | Time: 5326.41 ms [2022-03-21 23:43:08 main:574] : INFO : Epoch 1694 | loss: 0.0311643 | val_loss: 0.0311642 | Time: 5317.59 ms [2022-03-21 23:43:13 main:574] : INFO : Epoch 1695 | loss: 0.0311629 | val_loss: 0.0311686 | Time: 5324.55 ms [2022-03-21 23:43:18 main:574] : INFO : Epoch 1696 | loss: 0.0311612 | val_loss: 0.031163 | Time: 5317.41 ms [2022-03-21 23:43:24 main:574] : INFO : Epoch 1697 | loss: 0.0311577 | val_loss: 0.0311625 | Time: 5317.53 ms [2022-03-21 23:43:29 main:574] : INFO : Epoch 1698 | loss: 0.0311557 | val_loss: 0.0311652 | Time: 5325.04 ms [2022-03-21 23:43:34 main:574] : INFO : Epoch 1699 | loss: 0.031154 | val_loss: 0.0311605 | Time: 5317.82 ms [2022-03-21 23:43:40 main:574] : INFO : Epoch 1700 | loss: 0.0311509 | val_loss: 0.0311609 | Time: 5321.36 ms [2022-03-21 23:43:45 main:574] : INFO : Epoch 1701 | loss: 0.03115 | val_loss: 0.0311574 | Time: 5319.87 ms [2022-03-21 23:43:50 main:574] : INFO : Epoch 1702 | loss: 0.0311484 | val_loss: 0.0311573 | Time: 5322.4 ms [2022-03-21 23:43:56 main:574] : INFO : Epoch 1703 | loss: 0.0311464 | val_loss: 0.0311553 | Time: 5319.57 ms [2022-03-21 23:44:01 main:574] : INFO : Epoch 1704 | loss: 0.0311452 | val_loss: 0.0311532 | Time: 5326.25 ms [2022-03-21 23:44:06 main:574] : INFO : Epoch 1705 | loss: 0.0311458 | val_loss: 0.0311533 | Time: 5317.54 ms [2022-03-21 23:44:12 main:574] : INFO : Epoch 1706 | loss: 0.0311437 | val_loss: 0.0311593 | Time: 5318.47 ms [2022-03-21 23:44:17 main:574] : INFO : Epoch 1707 | loss: 0.0311473 | val_loss: 0.0311506 | Time: 5323.43 ms [2022-03-21 23:44:22 main:574] : INFO : Epoch 1708 | loss: 0.0311506 | val_loss: 0.0311514 | Time: 5318.58 ms [2022-03-21 23:44:28 main:574] : INFO : Epoch 1709 | loss: 0.0311465 | val_loss: 0.0311601 | Time: 5313.93 ms [2022-03-21 23:44:33 main:574] : INFO : Epoch 1710 | loss: 0.031144 | val_loss: 0.0311495 | Time: 5315.6 ms [2022-03-21 23:44:38 main:574] : INFO : Epoch 1711 | loss: 0.0311418 | val_loss: 0.0311495 | Time: 5326.93 ms [2022-03-21 23:44:44 main:574] : INFO : Epoch 1712 | loss: 0.0311406 | val_loss: 0.0311494 | Time: 5328.11 ms [2022-03-21 23:44:49 main:574] : INFO : Epoch 1713 | loss: 0.0311395 | val_loss: 0.0311518 | Time: 5321.98 ms [2022-03-21 23:44:54 main:574] : INFO : Epoch 1714 | loss: 0.0311393 | val_loss: 0.0311479 | Time: 5320.61 ms [2022-03-21 23:45:00 main:574] : INFO : Epoch 1715 | loss: 0.031138 | val_loss: 0.0311489 | Time: 5323.47 ms [2022-03-21 23:45:05 main:574] : INFO : Epoch 1716 | loss: 0.0311376 | val_loss: 0.0311499 | Time: 5317.44 ms [2022-03-21 23:45:10 main:574] : INFO : Epoch 1717 | loss: 0.0311391 | val_loss: 0.0311521 | Time: 5316.42 ms [2022-03-21 23:45:16 main:574] : INFO : Epoch 1718 | loss: 0.0311379 | val_loss: 0.0311495 | Time: 5328.86 ms [2022-03-21 23:45:21 main:574] : INFO : Epoch 1719 | loss: 0.0311383 | val_loss: 0.0311488 | Time: 5318.62 ms [2022-03-21 23:45:26 main:574] : INFO : Epoch 1720 | loss: 0.031144 | val_loss: 0.0311499 | Time: 5317.45 ms [2022-03-21 23:45:32 main:574] : INFO : Epoch 1721 | loss: 0.0311457 | val_loss: 0.0311501 | Time: 5316.79 ms [2022-03-21 23:45:37 main:574] : INFO : Epoch 1722 | loss: 0.0311422 | val_loss: 0.0311474 | Time: 5324.52 ms [2022-03-21 23:45:42 main:574] : INFO : Epoch 1723 | loss: 0.0311483 | val_loss: 0.031162 | Time: 5320.65 ms [2022-03-21 23:45:48 main:574] : INFO : Epoch 1724 | loss: 0.0311613 | val_loss: 0.031158 | Time: 5342.48 ms [2022-03-21 23:45:53 main:574] : INFO : Epoch 1725 | loss: 0.0311567 | val_loss: 0.0311557 | Time: 5326.28 ms [2022-03-21 23:45:58 main:574] : INFO : Epoch 1726 | loss: 0.031154 | val_loss: 0.0311558 | Time: 5315.33 ms [2022-03-21 23:46:03 main:574] : INFO : Epoch 1727 | loss: 0.031151 | val_loss: 0.0311573 | Time: 5324.98 ms [2022-03-21 23:46:09 main:574] : INFO : Epoch 1728 | loss: 0.0311523 | val_loss: 0.0311564 | Time: 5328.69 ms [2022-03-21 23:46:14 main:574] : INFO : Epoch 1729 | loss: 0.0311517 | val_loss: 0.0311561 | Time: 5323.52 ms [2022-03-21 23:46:19 main:574] : INFO : Epoch 1730 | loss: 0.0311513 | val_loss: 0.0311552 | Time: 5323.72 ms [2022-03-21 23:46:25 main:574] : INFO : Epoch 1731 | loss: 0.0311493 | val_loss: 0.0311565 | Time: 5323.87 ms [2022-03-21 23:46:30 main:574] : INFO : Epoch 1732 | loss: 0.0311473 | val_loss: 0.0311542 | Time: 5361.17 ms [2022-03-21 23:46:35 main:574] : INFO : Epoch 1733 | loss: 0.0311469 | val_loss: 0.0311559 | Time: 5322.05 ms [2022-03-21 23:46:41 main:574] : INFO : Epoch 1734 | loss: 0.0311462 | val_loss: 0.0311531 | Time: 5321.73 ms [2022-03-21 23:46:46 main:574] : INFO : Epoch 1735 | loss: 0.0311455 | val_loss: 0.0311525 | Time: 5324.25 ms [2022-03-21 23:46:51 main:574] : INFO : Epoch 1736 | loss: 0.0311488 | val_loss: 0.0311614 | Time: 5325.47 ms [2022-03-21 23:46:57 main:574] : INFO : Epoch 1737 | loss: 0.0311481 | val_loss: 0.0311568 | Time: 5316.75 ms [2022-03-21 23:47:02 main:574] : INFO : Epoch 1738 | loss: 0.0311448 | val_loss: 0.0311494 | Time: 5339.99 ms [2022-03-21 23:47:07 main:574] : INFO : Epoch 1739 | loss: 0.0311422 | val_loss: 0.0311489 | Time: 5325.58 ms [2022-03-21 23:47:13 main:574] : INFO : Epoch 1740 | loss: 0.0311416 | val_loss: 0.0311499 | Time: 5320.09 ms [2022-03-21 23:47:18 main:574] : INFO : Epoch 1741 | loss: 0.0311418 | val_loss: 0.031153 | Time: 5325.46 ms [2022-03-21 23:47:23 main:574] : INFO : Epoch 1742 | loss: 0.0311436 | val_loss: 0.0311531 | Time: 5320.63 ms [2022-03-21 23:47:29 main:574] : INFO : Epoch 1743 | loss: 0.0311432 | val_loss: 0.0311507 | Time: 5324.87 ms [2022-03-21 23:47:34 main:574] : INFO : Epoch 1744 | loss: 0.0311541 | val_loss: 0.0311696 | Time: 5322.34 ms [2022-03-21 23:47:39 main:574] : INFO : Epoch 1745 | loss: 0.0311736 | val_loss: 0.0311714 | Time: 5325.28 ms [2022-03-21 23:47:45 main:574] : INFO : Epoch 1746 | loss: 0.0311719 | val_loss: 0.0311692 | Time: 5327.67 ms [2022-03-21 23:47:50 main:574] : INFO : Epoch 1747 | loss: 0.0311699 | val_loss: 0.0311706 | Time: 5322.06 ms [2022-03-21 23:47:55 main:574] : INFO : Epoch 1748 | loss: 0.0311704 | val_loss: 0.0311667 | Time: 5320.1 ms [2022-03-21 23:48:01 main:574] : INFO : Epoch 1749 | loss: 0.0311652 | val_loss: 0.0311662 | Time: 5323.28 ms [2022-03-21 23:48:06 main:574] : INFO : Epoch 1750 | loss: 0.0311638 | val_loss: 0.031164 | Time: 5320.37 ms [2022-03-21 23:48:11 main:574] : INFO : Epoch 1751 | loss: 0.0311618 | val_loss: 0.0311642 | Time: 5330.08 ms [2022-03-21 23:48:17 main:574] : INFO : Epoch 1752 | loss: 0.0311604 | val_loss: 0.0311612 | Time: 5320.69 ms [2022-03-21 23:48:22 main:574] : INFO : Epoch 1753 | loss: 0.0311581 | val_loss: 0.0311616 | Time: 5329.52 ms [2022-03-21 23:48:27 main:574] : INFO : Epoch 1754 | loss: 0.0311567 | val_loss: 0.031161 | Time: 5323.66 ms [2022-03-21 23:48:33 main:574] : INFO : Epoch 1755 | loss: 0.0311569 | val_loss: 0.0311608 | Time: 5322.09 ms [2022-03-21 23:48:38 main:574] : INFO : Epoch 1756 | loss: 0.0311559 | val_loss: 0.0311593 | Time: 5326.61 ms [2022-03-21 23:48:43 main:574] : INFO : Epoch 1757 | loss: 0.0311557 | val_loss: 0.0311615 | Time: 5321.66 ms [2022-03-21 23:48:49 main:574] : INFO : Epoch 1758 | loss: 0.0311579 | val_loss: 0.0311619 | Time: 5320.3 ms [2022-03-21 23:48:54 main:574] : INFO : Epoch 1759 | loss: 0.0311535 | val_loss: 0.0311592 | Time: 5313.58 ms [2022-03-21 23:48:59 main:574] : INFO : Epoch 1760 | loss: 0.0311533 | val_loss: 0.0311559 | Time: 5331.74 ms [2022-03-21 23:49:05 main:574] : INFO : Epoch 1761 | loss: 0.0311524 | val_loss: 0.0311561 | Time: 5322.63 ms [2022-03-21 23:49:10 main:574] : INFO : Epoch 1762 | loss: 0.0311523 | val_loss: 0.0311563 | Time: 5321.77 ms [2022-03-21 23:49:15 main:574] : INFO : Epoch 1763 | loss: 0.0311534 | val_loss: 0.0311564 | Time: 5320.62 ms [2022-03-21 23:49:21 main:574] : INFO : Epoch 1764 | loss: 0.0311517 | val_loss: 0.0311554 | Time: 5321.67 ms [2022-03-21 23:49:26 main:574] : INFO : Epoch 1765 | loss: 0.0311504 | val_loss: 0.0311546 | Time: 5319.55 ms [2022-03-21 23:49:31 main:574] : INFO : Epoch 1766 | loss: 0.0311503 | val_loss: 0.0311543 | Time: 5328.4 ms [2022-03-21 23:49:37 main:574] : INFO : Epoch 1767 | loss: 0.0311496 | val_loss: 0.0311533 | Time: 5315.65 ms [2022-03-21 23:49:42 main:574] : INFO : Epoch 1768 | loss: 0.0311505 | val_loss: 0.0311522 | Time: 5323.65 ms [2022-03-21 23:49:47 main:574] : INFO : Epoch 1769 | loss: 0.0311479 | val_loss: 0.0311515 | Time: 5320.93 ms [2022-03-21 23:49:53 main:574] : INFO : Epoch 1770 | loss: 0.0311478 | val_loss: 0.0311556 | Time: 5318.96 ms [2022-03-21 23:49:58 main:574] : INFO : Epoch 1771 | loss: 0.0311522 | val_loss: 0.0311554 | Time: 5319.43 ms [2022-03-21 23:50:03 main:574] : INFO : Epoch 1772 | loss: 0.0311501 | val_loss: 0.031153 | Time: 5323.74 ms [2022-03-21 23:50:09 main:574] : INFO : Epoch 1773 | loss: 0.0311477 | val_loss: 0.0311518 | Time: 5318.52 ms [2022-03-21 23:50:14 main:574] : INFO : Epoch 1774 | loss: 0.0311504 | val_loss: 0.0311539 | Time: 5325.87 ms [2022-03-21 23:50:19 main:574] : INFO : Epoch 1775 | loss: 0.0311511 | val_loss: 0.0311534 | Time: 5325.45 ms [2022-03-21 23:50:25 main:574] : INFO : Epoch 1776 | loss: 0.0311494 | val_loss: 0.0311526 | Time: 5326.42 ms [2022-03-21 23:50:30 main:574] : INFO : Epoch 1777 | loss: 0.0311479 | val_loss: 0.0311511 | Time: 5320.53 ms [2022-03-21 23:50:35 main:574] : INFO : Epoch 1778 | loss: 0.0311469 | val_loss: 0.0311513 | Time: 5317.31 ms [2022-03-21 23:50:41 main:574] : INFO : Epoch 1779 | loss: 0.0311507 | val_loss: 0.0311553 | Time: 5327.38 ms [2022-03-21 23:50:46 main:574] : INFO : Epoch 1780 | loss: 0.0311515 | val_loss: 0.0311562 | Time: 5323.89 ms [2022-03-21 23:50:51 main:574] : INFO : Epoch 1781 | loss: 0.0311508 | val_loss: 0.0311527 | Time: 5323.14 ms [2022-03-21 23:50:57 main:574] : INFO : Epoch 1782 | loss: 0.031151 | val_loss: 0.0311573 | Time: 5326.21 ms [2022-03-21 23:51:02 main:574] : INFO : Epoch 1783 | loss: 0.0311487 | val_loss: 0.0311509 | Time: 5314.5 ms [2022-03-21 23:51:07 main:574] : INFO : Epoch 1784 | loss: 0.0311469 | val_loss: 0.0311493 | Time: 5317.42 ms [2022-03-21 23:51:13 main:574] : INFO : Epoch 1785 | loss: 0.0311453 | val_loss: 0.0311496 | Time: 5322.06 ms [2022-03-21 23:51:18 main:574] : INFO : Epoch 1786 | loss: 0.0311444 | val_loss: 0.0311516 | Time: 5318.35 ms [2022-03-21 23:51:23 main:574] : INFO : Epoch 1787 | loss: 0.0311457 | val_loss: 0.0311515 | Time: 5319.76 ms [2022-03-21 23:51:28 main:574] : INFO : Epoch 1788 | loss: 0.0311439 | val_loss: 0.0311535 | Time: 5337.05 ms [2022-03-21 23:51:34 main:574] : INFO : Epoch 1789 | loss: 0.0311442 | val_loss: 0.0311505 | Time: 5326.27 ms [2022-03-21 23:51:39 main:574] : INFO : Epoch 1790 | loss: 0.0311438 | val_loss: 0.031151 | Time: 5319.45 ms [2022-03-21 23:51:44 main:574] : INFO : Epoch 1791 | loss: 0.0311468 | val_loss: 0.031153 | Time: 5326.33 ms [2022-03-21 23:51:50 main:574] : INFO : Epoch 1792 | loss: 0.0311438 | val_loss: 0.0311504 | Time: 5319.63 ms [2022-03-21 23:51:55 main:574] : INFO : Epoch 1793 | loss: 0.0311425 | val_loss: 0.0311511 | Time: 5320.26 ms [2022-03-21 23:52:00 main:574] : INFO : Epoch 1794 | loss: 0.0311418 | val_loss: 0.0311498 | Time: 5320.54 ms [2022-03-21 23:52:06 main:574] : INFO : Epoch 1795 | loss: 0.031141 | val_loss: 0.031148 | Time: 5321.66 ms [2022-03-21 23:52:11 main:574] : INFO : Epoch 1796 | loss: 0.0311418 | val_loss: 0.0311487 | Time: 5324.54 ms [2022-03-21 23:52:16 main:574] : INFO : Epoch 1797 | loss: 0.031141 | val_loss: 0.0311478 | Time: 5324.29 ms [2022-03-21 23:52:22 main:574] : INFO : Epoch 1798 | loss: 0.0311415 | val_loss: 0.0311483 | Time: 5334.49 ms [2022-03-21 23:52:27 main:574] : INFO : Epoch 1799 | loss: 0.0311424 | val_loss: 0.0311537 | Time: 5326.51 ms [2022-03-21 23:52:32 main:574] : INFO : Epoch 1800 | loss: 0.0311459 | val_loss: 0.0311528 | Time: 5319.61 ms [2022-03-21 23:52:38 main:574] : INFO : Epoch 1801 | loss: 0.0311431 | val_loss: 0.0311482 | Time: 5318.14 ms [2022-03-21 23:52:43 main:574] : INFO : Epoch 1802 | loss: 0.03114 | val_loss: 0.0311502 | Time: 5328.7 ms [2022-03-21 23:52:48 main:574] : INFO : Epoch 1803 | loss: 0.0311401 | val_loss: 0.0311488 | Time: 5320.22 ms [2022-03-21 23:52:54 main:574] : INFO : Epoch 1804 | loss: 0.03114 | val_loss: 0.0311492 | Time: 5321.52 ms [2022-03-21 23:52:59 main:574] : INFO : Epoch 1805 | loss: 0.0311416 | val_loss: 0.0311486 | Time: 5323.98 ms [2022-03-21 23:53:04 main:574] : INFO : Epoch 1806 | loss: 0.0311392 | val_loss: 0.0311503 | Time: 5322.64 ms [2022-03-21 23:53:10 main:574] : INFO : Epoch 1807 | loss: 0.0311389 | val_loss: 0.0311492 | Time: 5324.9 ms [2022-03-21 23:53:15 main:574] : INFO : Epoch 1808 | loss: 0.0311403 | val_loss: 0.0311494 | Time: 5316.38 ms [2022-03-21 23:53:20 main:574] : INFO : Epoch 1809 | loss: 0.031138 | val_loss: 0.0311507 | Time: 5328.97 ms [2022-03-21 23:53:26 main:574] : INFO : Epoch 1810 | loss: 0.0311381 | val_loss: 0.031152 | Time: 5322.27 ms [2022-03-21 23:53:31 main:574] : INFO : Epoch 1811 | loss: 0.031137 | val_loss: 0.0311502 | Time: 5318.46 ms [2022-03-21 23:53:36 main:574] : INFO : Epoch 1812 | loss: 0.0311378 | val_loss: 0.0311506 | Time: 5336.29 ms [2022-03-21 23:53:42 main:574] : INFO : Epoch 1813 | loss: 0.0311391 | val_loss: 0.0311507 | Time: 5316.23 ms [2022-03-21 23:53:47 main:574] : INFO : Epoch 1814 | loss: 0.0311378 | val_loss: 0.0311544 | Time: 5322.86 ms [2022-03-21 23:53:52 main:574] : INFO : Epoch 1815 | loss: 0.0311373 | val_loss: 0.0311512 | Time: 5324.57 ms [2022-03-21 23:53:58 main:574] : INFO : Epoch 1816 | loss: 0.0311357 | val_loss: 0.0311496 | Time: 5323.46 ms [2022-03-21 23:54:03 main:574] : INFO : Epoch 1817 | loss: 0.0311355 | val_loss: 0.0311504 | Time: 5319.15 ms [2022-03-21 23:54:08 main:574] : INFO : Epoch 1818 | loss: 0.0311384 | val_loss: 0.0311564 | Time: 5313.59 ms [2022-03-21 23:54:14 main:574] : INFO : Epoch 1819 | loss: 0.0311364 | val_loss: 0.0311529 | Time: 5323.3 ms [2022-03-21 23:54:19 main:574] : INFO : Epoch 1820 | loss: 0.0311367 | val_loss: 0.0311537 | Time: 5318.07 ms [2022-03-21 23:54:24 main:574] : INFO : Epoch 1821 | loss: 0.031137 | val_loss: 0.0311505 | Time: 5318.88 ms [2022-03-21 23:54:30 main:574] : INFO : Epoch 1822 | loss: 0.031135 | val_loss: 0.0311517 | Time: 5327.42 ms [2022-03-21 23:54:35 main:574] : INFO : Epoch 1823 | loss: 0.0311355 | val_loss: 0.0311494 | Time: 5315.85 ms [2022-03-21 23:54:40 main:574] : INFO : Epoch 1824 | loss: 0.0311371 | val_loss: 0.0311504 | Time: 5321.88 ms [2022-03-21 23:54:46 main:574] : INFO : Epoch 1825 | loss: 0.0311436 | val_loss: 0.031198 | Time: 5321.44 ms [2022-03-21 23:54:51 main:574] : INFO : Epoch 1826 | loss: 0.0533402 | val_loss: 0.219131 | Time: 5322.99 ms [2022-03-21 23:54:56 main:574] : INFO : Epoch 1827 | loss: 0.0676524 | val_loss: 0.0530775 | Time: 5323.44 ms [2022-03-21 23:55:02 main:574] : INFO : Epoch 1828 | loss: 0.0385237 | val_loss: 0.0333184 | Time: 5317.55 ms [2022-03-21 23:55:07 main:574] : INFO : Epoch 1829 | loss: 0.0320455 | val_loss: 0.0315126 | Time: 5321.15 ms [2022-03-21 23:55:12 main:574] : INFO : Epoch 1830 | loss: 0.0313735 | val_loss: 0.0313183 | Time: 5324.84 ms [2022-03-21 23:55:18 main:574] : INFO : Epoch 1831 | loss: 0.0312678 | val_loss: 0.0312441 | Time: 5315.61 ms [2022-03-21 23:55:23 main:574] : INFO : Epoch 1832 | loss: 0.0312426 | val_loss: 0.0312383 | Time: 5318.96 ms [2022-03-21 23:55:28 main:574] : INFO : Epoch 1833 | loss: 0.0312375 | val_loss: 0.0312345 | Time: 5320.93 ms [2022-03-21 23:55:34 main:574] : INFO : Epoch 1834 | loss: 0.031234 | val_loss: 0.0312317 | Time: 5316.92 ms [2022-03-21 23:55:39 main:574] : INFO : Epoch 1835 | loss: 0.031231 | val_loss: 0.0312273 | Time: 5318.91 ms [2022-03-21 23:55:44 main:574] : INFO : Epoch 1836 | loss: 0.0312272 | val_loss: 0.0312237 | Time: 5323.39 ms [2022-03-21 23:55:50 main:574] : INFO : Epoch 1837 | loss: 0.0312228 | val_loss: 0.0312183 | Time: 5323.32 ms [2022-03-21 23:55:55 main:574] : INFO : Epoch 1838 | loss: 0.0312179 | val_loss: 0.0312146 | Time: 5318.24 ms [2022-03-21 23:56:00 main:574] : INFO : Epoch 1839 | loss: 0.0312143 | val_loss: 0.0312111 | Time: 5313.82 ms [2022-03-21 23:56:06 main:574] : INFO : Epoch 1840 | loss: 0.0312112 | val_loss: 0.0312084 | Time: 5321.23 ms [2022-03-21 23:56:11 main:574] : INFO : Epoch 1841 | loss: 0.0312086 | val_loss: 0.0312057 | Time: 5318.93 ms [2022-03-21 23:56:16 main:574] : INFO : Epoch 1842 | loss: 0.0312042 | val_loss: 0.0311964 | Time: 5315.83 ms [2022-03-21 23:56:21 main:574] : INFO : Epoch 1843 | loss: 0.0311936 | val_loss: 0.0311877 | Time: 5325.46 ms [2022-03-21 23:56:27 main:574] : INFO : Epoch 1844 | loss: 0.0311875 | val_loss: 0.0311825 | Time: 5326.65 ms [2022-03-21 23:56:32 main:574] : INFO : Epoch 1845 | loss: 0.0311829 | val_loss: 0.0311791 | Time: 5322.14 ms [2022-03-21 23:56:37 main:574] : INFO : Epoch 1846 | loss: 0.0311789 | val_loss: 0.0311748 | Time: 5326.54 ms [2022-03-21 23:56:43 main:574] : INFO : Epoch 1847 | loss: 0.0311753 | val_loss: 0.0311719 | Time: 5318.42 ms [2022-03-21 23:56:48 main:574] : INFO : Epoch 1848 | loss: 0.0311727 | val_loss: 0.031171 | Time: 5324.39 ms [2022-03-21 23:56:53 main:574] : INFO : Epoch 1849 | loss: 0.0311712 | val_loss: 0.0311695 | Time: 5318.87 ms [2022-03-21 23:56:59 main:574] : INFO : Epoch 1850 | loss: 0.0311696 | val_loss: 0.0311683 | Time: 5323.39 ms [2022-03-21 23:57:04 main:574] : INFO : Epoch 1851 | loss: 0.0311686 | val_loss: 0.0311673 | Time: 5321.04 ms [2022-03-21 23:57:09 main:574] : INFO : Epoch 1852 | loss: 0.0311679 | val_loss: 0.0311665 | Time: 5320.58 ms [2022-03-21 23:57:15 main:574] : INFO : Epoch 1853 | loss: 0.0311672 | val_loss: 0.0311668 | Time: 5323.58 ms [2022-03-21 23:57:20 main:574] : INFO : Epoch 1854 | loss: 0.0311666 | val_loss: 0.031166 | Time: 5323.11 ms [2022-03-21 23:57:25 main:574] : INFO : Epoch 1855 | loss: 0.031166 | val_loss: 0.0311652 | Time: 5323.09 ms [2022-03-21 23:57:31 main:574] : INFO : Epoch 1856 | loss: 0.0311654 | val_loss: 0.0311648 | Time: 5319.74 ms [2022-03-21 23:57:36 main:574] : INFO : Epoch 1857 | loss: 0.0311644 | val_loss: 0.0311639 | Time: 5326.59 ms [2022-03-21 23:57:41 main:574] : INFO : Epoch 1858 | loss: 0.0311635 | val_loss: 0.0311628 | Time: 5321.1 ms [2022-03-21 23:57:47 main:574] : INFO : Epoch 1859 | loss: 0.0311627 | val_loss: 0.0311627 | Time: 5319.86 ms [2022-03-21 23:57:52 main:574] : INFO : Epoch 1860 | loss: 0.0311621 | val_loss: 0.0311625 | Time: 5321.59 ms [2022-03-21 23:57:57 main:574] : INFO : Epoch 1861 | loss: 0.0311615 | val_loss: 0.0311617 | Time: 5322.49 ms [2022-03-21 23:58:03 main:574] : INFO : Epoch 1862 | loss: 0.031161 | val_loss: 0.0311618 | Time: 5319.19 ms [2022-03-21 23:58:08 main:574] : INFO : Epoch 1863 | loss: 0.0311617 | val_loss: 0.0311615 | Time: 5317.9 ms [2022-03-21 23:58:13 main:574] : INFO : Epoch 1864 | loss: 0.03116 | val_loss: 0.031162 | Time: 5320.54 ms [2022-03-21 23:58:19 main:574] : INFO : Epoch 1865 | loss: 0.0311595 | val_loss: 0.0311605 | Time: 5325.53 ms [2022-03-21 23:58:24 main:574] : INFO : Epoch 1866 | loss: 0.0311588 | val_loss: 0.0311609 | Time: 5319.86 ms [2022-03-21 23:58:29 main:574] : INFO : Epoch 1867 | loss: 0.0311583 | val_loss: 0.0311603 | Time: 5315.62 ms [2022-03-21 23:58:35 main:574] : INFO : Epoch 1868 | loss: 0.0311576 | val_loss: 0.0311593 | Time: 5322.92 ms [2022-03-21 23:58:40 main:574] : INFO : Epoch 1869 | loss: 0.0311572 | val_loss: 0.0311594 | Time: 5320.61 ms [2022-03-21 23:58:45 main:574] : INFO : Epoch 1870 | loss: 0.0311567 | val_loss: 0.0311597 | Time: 5321.03 ms [2022-03-21 23:58:51 main:574] : INFO : Epoch 1871 | loss: 0.0311562 | val_loss: 0.0311596 | Time: 5329.48 ms [2022-03-21 23:58:56 main:574] : INFO : Epoch 1872 | loss: 0.0311556 | val_loss: 0.0311591 | Time: 5322.88 ms [2022-03-21 23:59:01 main:574] : INFO : Epoch 1873 | loss: 0.0311554 | val_loss: 0.0311594 | Time: 5321.85 ms [2022-03-21 23:59:07 main:574] : INFO : Epoch 1874 | loss: 0.031155 | val_loss: 0.0311599 | Time: 5318.32 ms [2022-03-21 23:59:12 main:574] : INFO : Epoch 1875 | loss: 0.0311549 | val_loss: 0.0311588 | Time: 5329.16 ms [2022-03-21 23:59:17 main:574] : INFO : Epoch 1876 | loss: 0.0311542 | val_loss: 0.0311582 | Time: 5322.04 ms [2022-03-21 23:59:23 main:574] : INFO : Epoch 1877 | loss: 0.0311538 | val_loss: 0.0311576 | Time: 5320.08 ms [2022-03-21 23:59:28 main:574] : INFO : Epoch 1878 | loss: 0.0311537 | val_loss: 0.0311572 | Time: 5325.13 ms [2022-03-21 23:59:33 main:574] : INFO : Epoch 1879 | loss: 0.0311531 | val_loss: 0.0311575 | Time: 5321.06 ms [2022-03-21 23:59:39 main:574] : INFO : Epoch 1880 | loss: 0.0311529 | val_loss: 0.0311567 | Time: 5322.75 ms [2022-03-21 23:59:44 main:574] : INFO : Epoch 1881 | loss: 0.0311528 | val_loss: 0.0311565 | Time: 5317.05 ms [2022-03-21 23:59:49 main:574] : INFO : Epoch 1882 | loss: 0.0311536 | val_loss: 0.0311572 | Time: 5326.91 ms [2022-03-21 23:59:55 main:574] : INFO : Epoch 1883 | loss: 0.0311526 | val_loss: 0.0311563 | Time: 5313.6 ms [2022-03-22 00:00:00 main:574] : INFO : Epoch 1884 | loss: 0.0311519 | val_loss: 0.0311567 | Time: 5323.15 ms [2022-03-22 00:00:05 main:574] : INFO : Epoch 1885 | loss: 0.0311514 | val_loss: 0.0311572 | Time: 5321.22 ms [2022-03-22 00:00:11 main:574] : INFO : Epoch 1886 | loss: 0.0311517 | val_loss: 0.0311563 | Time: 5326.14 ms [2022-03-22 00:00:16 main:574] : INFO : Epoch 1887 | loss: 0.031152 | val_loss: 0.0311565 | Time: 5318.98 ms [2022-03-22 00:00:21 main:574] : INFO : Epoch 1888 | loss: 0.0311514 | val_loss: 0.0311557 | Time: 5325.58 ms [2022-03-22 00:00:27 main:574] : INFO : Epoch 1889 | loss: 0.0311508 | val_loss: 0.031155 | Time: 5321.56 ms [2022-03-22 00:00:32 main:574] : INFO : Epoch 1890 | loss: 0.0311512 | val_loss: 0.0311567 | Time: 5321.55 ms [2022-03-22 00:00:37 main:574] : INFO : Epoch 1891 | loss: 0.0311515 | val_loss: 0.0311559 | Time: 5319.15 ms [2022-03-22 00:00:42 main:574] : INFO : Epoch 1892 | loss: 0.0311518 | val_loss: 0.0311561 | Time: 5326.08 ms [2022-03-22 00:00:48 main:574] : INFO : Epoch 1893 | loss: 0.0311507 | val_loss: 0.0311559 | Time: 5328.93 ms [2022-03-22 00:00:53 main:574] : INFO : Epoch 1894 | loss: 0.0311509 | val_loss: 0.0311559 | Time: 5315.5 ms [2022-03-22 00:00:58 main:574] : INFO : Epoch 1895 | loss: 0.0311502 | val_loss: 0.0311542 | Time: 5322.75 ms [2022-03-22 00:01:04 main:574] : INFO : Epoch 1896 | loss: 0.0311497 | val_loss: 0.0311544 | Time: 5322.5 ms [2022-03-22 00:01:09 main:574] : INFO : Epoch 1897 | loss: 0.031158 | val_loss: 0.0311648 | Time: 5321.13 ms [2022-03-22 00:01:14 main:574] : INFO : Epoch 1898 | loss: 0.0311676 | val_loss: 0.0311626 | Time: 5317.57 ms [2022-03-22 00:01:20 main:574] : INFO : Epoch 1899 | loss: 0.0311624 | val_loss: 0.0311591 | Time: 5327.83 ms [2022-03-22 00:01:25 main:574] : INFO : Epoch 1900 | loss: 0.031159 | val_loss: 0.0311566 | Time: 5341.8 ms [2022-03-22 00:01:30 main:574] : INFO : Epoch 1901 | loss: 0.0311565 | val_loss: 0.0311554 | Time: 5341.31 ms [2022-03-22 00:01:36 main:574] : INFO : Epoch 1902 | loss: 0.0311551 | val_loss: 0.0311552 | Time: 5322.59 ms [2022-03-22 00:01:41 main:574] : INFO : Epoch 1903 | loss: 0.0311535 | val_loss: 0.0311557 | Time: 5321.25 ms [2022-03-22 00:01:46 main:574] : INFO : Epoch 1904 | loss: 0.0311526 | val_loss: 0.0311556 | Time: 5324.51 ms [2022-03-22 00:01:52 main:574] : INFO : Epoch 1905 | loss: 0.0311517 | val_loss: 0.0311555 | Time: 5321.8 ms [2022-03-22 00:01:57 main:574] : INFO : Epoch 1906 | loss: 0.0311524 | val_loss: 0.0311554 | Time: 5320.32 ms [2022-03-22 00:02:02 main:574] : INFO : Epoch 1907 | loss: 0.0311515 | val_loss: 0.0311569 | Time: 5330.94 ms [2022-03-22 00:02:08 main:574] : INFO : Epoch 1908 | loss: 0.0311506 | val_loss: 0.0311574 | Time: 5322.42 ms [2022-03-22 00:02:13 main:574] : INFO : Epoch 1909 | loss: 0.0311498 | val_loss: 0.0311549 | Time: 5317.38 ms [2022-03-22 00:02:18 main:574] : INFO : Epoch 1910 | loss: 0.0311497 | val_loss: 0.0311547 | Time: 5320.52 ms [2022-03-22 00:02:24 main:574] : INFO : Epoch 1911 | loss: 0.0311492 | val_loss: 0.0311557 | Time: 5316.05 ms [2022-03-22 00:02:29 main:574] : INFO : Epoch 1912 | loss: 0.0311485 | val_loss: 0.0311562 | Time: 5318.44 ms [2022-03-22 00:02:34 main:574] : INFO : Epoch 1913 | loss: 0.0311482 | val_loss: 0.0311563 | Time: 5327.05 ms [2022-03-22 00:02:40 main:574] : INFO : Epoch 1914 | loss: 0.0311475 | val_loss: 0.0311579 | Time: 5323.31 ms [2022-03-22 00:02:45 main:574] : INFO : Epoch 1915 | loss: 0.031147 | val_loss: 0.0311564 | Time: 5317.27 ms [2022-03-22 00:02:50 main:574] : INFO : Epoch 1916 | loss: 0.0311466 | val_loss: 0.0311556 | Time: 5397.61 ms [2022-03-22 00:02:56 main:574] : INFO : Epoch 1917 | loss: 0.0311463 | val_loss: 0.0311558 | Time: 5323.86 ms [2022-03-22 00:03:01 main:574] : INFO : Epoch 1918 | loss: 0.0311462 | val_loss: 0.0311573 | Time: 5323.79 ms [2022-03-22 00:03:06 main:574] : INFO : Epoch 1919 | loss: 0.0311459 | val_loss: 0.0311553 | Time: 5325.84 ms [2022-03-22 00:03:12 main:574] : INFO : Epoch 1920 | loss: 0.031146 | val_loss: 0.0311545 | Time: 5318.6 ms [2022-03-22 00:03:17 main:574] : INFO : Epoch 1921 | loss: 0.0311455 | val_loss: 0.0311555 | Time: 5324.22 ms [2022-03-22 00:03:22 main:574] : INFO : Epoch 1922 | loss: 0.0311447 | val_loss: 0.0311548 | Time: 5320.91 ms [2022-03-22 00:03:28 main:574] : INFO : Epoch 1923 | loss: 0.0311441 | val_loss: 0.0311554 | Time: 5322.95 ms [2022-03-22 00:03:33 main:574] : INFO : Epoch 1924 | loss: 0.0311437 | val_loss: 0.0311559 | Time: 5322.56 ms [2022-03-22 00:03:38 main:574] : INFO : Epoch 1925 | loss: 0.0311439 | val_loss: 0.031156 | Time: 5320.68 ms [2022-03-22 00:03:44 main:574] : INFO : Epoch 1926 | loss: 0.0311449 | val_loss: 0.0311553 | Time: 5322.14 ms [2022-03-22 00:03:49 main:574] : INFO : Epoch 1927 | loss: 0.0311454 | val_loss: 0.0311547 | Time: 5327.72 ms [2022-03-22 00:03:54 main:574] : INFO : Epoch 1928 | loss: 0.0311447 | val_loss: 0.0311545 | Time: 5318.95 ms [2022-03-22 00:04:00 main:574] : INFO : Epoch 1929 | loss: 0.0311432 | val_loss: 0.0311561 | Time: 5324.09 ms [2022-03-22 00:04:05 main:574] : INFO : Epoch 1930 | loss: 0.0311428 | val_loss: 0.0311549 | Time: 5323.12 ms [2022-03-22 00:04:10 main:574] : INFO : Epoch 1931 | loss: 0.0311428 | val_loss: 0.0311541 | Time: 5320.87 ms [2022-03-22 00:04:16 main:574] : INFO : Epoch 1932 | loss: 0.0311435 | val_loss: 0.0311546 | Time: 5319.92 ms [2022-03-22 00:04:21 main:574] : INFO : Epoch 1933 | loss: 0.031145 | val_loss: 0.0311551 | Time: 5327.08 ms [2022-03-22 00:04:26 main:574] : INFO : Epoch 1934 | loss: 0.0311468 | val_loss: 0.0311544 | Time: 5325.75 ms [2022-03-22 00:04:32 main:574] : INFO : Epoch 1935 | loss: 0.0311471 | val_loss: 0.031156 | Time: 5323.55 ms [2022-03-22 00:04:37 main:574] : INFO : Epoch 1936 | loss: 0.0311511 | val_loss: 0.0311558 | Time: 5315.23 ms [2022-03-22 00:04:42 main:574] : INFO : Epoch 1937 | loss: 0.0311506 | val_loss: 0.031155 | Time: 5315.77 ms [2022-03-22 00:04:48 main:574] : INFO : Epoch 1938 | loss: 0.0311487 | val_loss: 0.0311541 | Time: 5318.03 ms [2022-03-22 00:04:53 main:574] : INFO : Epoch 1939 | loss: 0.0311512 | val_loss: 0.0311553 | Time: 5324.07 ms [2022-03-22 00:04:58 main:574] : INFO : Epoch 1940 | loss: 0.0311511 | val_loss: 0.031154 | Time: 5321.16 ms [2022-03-22 00:05:04 main:574] : INFO : Epoch 1941 | loss: 0.0311487 | val_loss: 0.0311538 | Time: 5329.77 ms [2022-03-22 00:05:09 main:574] : INFO : Epoch 1942 | loss: 0.0311479 | val_loss: 0.0311546 | Time: 5319.55 ms [2022-03-22 00:05:14 main:574] : INFO : Epoch 1943 | loss: 0.0311484 | val_loss: 0.0311545 | Time: 5324.49 ms [2022-03-22 00:05:20 main:574] : INFO : Epoch 1944 | loss: 0.0311471 | val_loss: 0.0311543 | Time: 5328.35 ms [2022-03-22 00:05:25 main:574] : INFO : Epoch 1945 | loss: 0.031146 | val_loss: 0.0311538 | Time: 5321.39 ms [2022-03-22 00:05:30 main:574] : INFO : Epoch 1946 | loss: 0.0311463 | val_loss: 0.031153 | Time: 5319.64 ms [2022-03-22 00:05:36 main:574] : INFO : Epoch 1947 | loss: 0.0311473 | val_loss: 0.0311518 | Time: 5320.43 ms [2022-03-22 00:05:41 main:574] : INFO : Epoch 1948 | loss: 0.0311608 | val_loss: 0.0311692 | Time: 5324.23 ms [2022-03-22 00:05:46 main:574] : INFO : Epoch 1949 | loss: 0.031171 | val_loss: 0.0311669 | Time: 5328.62 ms [2022-03-22 00:05:52 main:574] : INFO : Epoch 1950 | loss: 0.0311663 | val_loss: 0.0311655 | Time: 5316.01 ms [2022-03-22 00:05:57 main:574] : INFO : Epoch 1951 | loss: 0.0311638 | val_loss: 0.0311646 | Time: 5328.58 ms [2022-03-22 00:06:02 main:574] : INFO : Epoch 1952 | loss: 0.0311615 | val_loss: 0.0311607 | Time: 5324.29 ms [2022-03-22 00:06:08 main:574] : INFO : Epoch 1953 | loss: 0.0311591 | val_loss: 0.03116 | Time: 5323.44 ms [2022-03-22 00:06:13 main:574] : INFO : Epoch 1954 | loss: 0.031157 | val_loss: 0.0311605 | Time: 5320.32 ms [2022-03-22 00:06:18 main:574] : INFO : Epoch 1955 | loss: 0.0311567 | val_loss: 0.0311593 | Time: 5324.81 ms [2022-03-22 00:06:24 main:574] : INFO : Epoch 1956 | loss: 0.0311563 | val_loss: 0.0311588 | Time: 5324.95 ms [2022-03-22 00:06:29 main:574] : INFO : Epoch 1957 | loss: 0.0311553 | val_loss: 0.0311594 | Time: 5315.17 ms [2022-03-22 00:06:34 main:574] : INFO : Epoch 1958 | loss: 0.0311545 | val_loss: 0.0311578 | Time: 5314.97 ms [2022-03-22 00:06:40 main:574] : INFO : Epoch 1959 | loss: 0.0311552 | val_loss: 0.0311592 | Time: 5327.45 ms [2022-03-22 00:06:45 main:574] : INFO : Epoch 1960 | loss: 0.0311561 | val_loss: 0.0311589 | Time: 5322.06 ms [2022-03-22 00:06:50 main:574] : INFO : Epoch 1961 | loss: 0.0311549 | val_loss: 0.0311579 | Time: 5324.64 ms [2022-03-22 00:06:56 main:574] : INFO : Epoch 1962 | loss: 0.0311543 | val_loss: 0.0311593 | Time: 5324.37 ms [2022-03-22 00:07:01 main:574] : INFO : Epoch 1963 | loss: 0.0311591 | val_loss: 0.0311636 | Time: 5320.84 ms [2022-03-22 00:07:06 main:574] : INFO : Epoch 1964 | loss: 0.0311572 | val_loss: 0.031161 | Time: 5322.69 ms [2022-03-22 00:07:11 main:574] : INFO : Epoch 1965 | loss: 0.0311555 | val_loss: 0.03116 | Time: 5316.02 ms [2022-03-22 00:07:17 main:574] : INFO : Epoch 1966 | loss: 0.0311551 | val_loss: 0.0311596 | Time: 5319.98 ms [2022-03-22 00:07:22 main:574] : INFO : Epoch 1967 | loss: 0.0311538 | val_loss: 0.0311596 | Time: 5316.22 ms [2022-03-22 00:07:27 main:574] : INFO : Epoch 1968 | loss: 0.0311533 | val_loss: 0.0311588 | Time: 5322.36 ms [2022-03-22 00:07:33 main:574] : INFO : Epoch 1969 | loss: 0.0311536 | val_loss: 0.0311617 | Time: 5317.13 ms [2022-03-22 00:07:38 main:574] : INFO : Epoch 1970 | loss: 0.0311528 | val_loss: 0.0311582 | Time: 5318.4 ms [2022-03-22 00:07:43 main:574] : INFO : Epoch 1971 | loss: 0.0311512 | val_loss: 0.031155 | Time: 5317.15 ms [2022-03-22 00:07:49 main:574] : INFO : Epoch 1972 | loss: 0.0311505 | val_loss: 0.0311551 | Time: 5323.12 ms [2022-03-22 00:07:54 main:574] : INFO : Epoch 1973 | loss: 0.03115 | val_loss: 0.0311563 | Time: 5321 ms [2022-03-22 00:07:59 main:574] : INFO : Epoch 1974 | loss: 0.031149 | val_loss: 0.031155 | Time: 5324.59 ms [2022-03-22 00:08:05 main:574] : INFO : Epoch 1975 | loss: 0.0311477 | val_loss: 0.0311551 | Time: 5319.94 ms [2022-03-22 00:08:10 main:574] : INFO : Epoch 1976 | loss: 0.0311475 | val_loss: 0.0311509 | Time: 5322.09 ms [2022-03-22 00:08:15 main:574] : INFO : Epoch 1977 | loss: 0.0311475 | val_loss: 0.0311514 | Time: 5319.68 ms [2022-03-22 00:08:21 main:574] : INFO : Epoch 1978 | loss: 0.0311481 | val_loss: 0.0311525 | Time: 5322.32 ms [2022-03-22 00:08:26 main:574] : INFO : Epoch 1979 | loss: 0.0311474 | val_loss: 0.0311505 | Time: 5321.47 ms [2022-03-22 00:08:31 main:574] : INFO : Epoch 1980 | loss: 0.0311466 | val_loss: 0.0311515 | Time: 5323.87 ms [2022-03-22 00:08:37 main:574] : INFO : Epoch 1981 | loss: 0.0311464 | val_loss: 0.0311539 | Time: 5317.1 ms [2022-03-22 00:08:42 main:574] : INFO : Epoch 1982 | loss: 0.0311511 | val_loss: 0.0311548 | Time: 5324.04 ms [2022-03-22 00:08:47 main:574] : INFO : Epoch 1983 | loss: 0.0311504 | val_loss: 0.031153 | Time: 5330.4 ms [2022-03-22 00:08:53 main:574] : INFO : Epoch 1984 | loss: 0.0311495 | val_loss: 0.0311538 | Time: 5320.75 ms [2022-03-22 00:08:58 main:574] : INFO : Epoch 1985 | loss: 0.0311484 | val_loss: 0.0311534 | Time: 5321.33 ms [2022-03-22 00:09:03 main:574] : INFO : Epoch 1986 | loss: 0.031148 | val_loss: 0.0311541 | Time: 5351.8 ms [2022-03-22 00:09:09 main:574] : INFO : Epoch 1987 | loss: 0.0311477 | val_loss: 0.0311543 | Time: 5325.66 ms [2022-03-22 00:09:14 main:574] : INFO : Epoch 1988 | loss: 0.031148 | val_loss: 0.0311539 | Time: 5313.19 ms [2022-03-22 00:09:19 main:574] : INFO : Epoch 1989 | loss: 0.0311466 | val_loss: 0.0311533 | Time: 5324.81 ms [2022-03-22 00:09:25 main:574] : INFO : Epoch 1990 | loss: 0.031146 | val_loss: 0.0311537 | Time: 5326.67 ms [2022-03-22 00:09:30 main:574] : INFO : Epoch 1991 | loss: 0.0311473 | val_loss: 0.0311539 | Time: 5340.56 ms [2022-03-22 00:09:35 main:574] : INFO : Epoch 1992 | loss: 0.0311459 | val_loss: 0.0311528 | Time: 5325.37 ms [2022-03-22 00:09:41 main:574] : INFO : Epoch 1993 | loss: 0.0311454 | val_loss: 0.0311527 | Time: 5318.8 ms [2022-03-22 00:09:46 main:574] : INFO : Epoch 1994 | loss: 0.0311449 | val_loss: 0.0311525 | Time: 5324.92 ms [2022-03-22 00:09:51 main:574] : INFO : Epoch 1995 | loss: 0.0311438 | val_loss: 0.0311495 | Time: 5317.53 ms [2022-03-22 00:09:57 main:574] : INFO : Epoch 1996 | loss: 0.0311469 | val_loss: 0.0311515 | Time: 5323.79 ms [2022-03-22 00:10:02 main:574] : INFO : Epoch 1997 | loss: 0.0311468 | val_loss: 0.0311514 | Time: 5326.02 ms [2022-03-22 00:10:07 main:574] : INFO : Epoch 1998 | loss: 0.0311456 | val_loss: 0.0311511 | Time: 5322.12 ms [2022-03-22 00:10:13 main:574] : INFO : Epoch 1999 | loss: 0.0311446 | val_loss: 0.0311498 | Time: 5314.92 ms [2022-03-22 00:10:18 main:574] : INFO : Epoch 2000 | loss: 0.0311439 | val_loss: 0.0311498 | Time: 5329.53 ms [2022-03-22 00:10:23 main:574] : INFO : Epoch 2001 | loss: 0.0311436 | val_loss: 0.0311514 | Time: 5324.49 ms [2022-03-22 00:10:29 main:574] : INFO : Epoch 2002 | loss: 0.0311426 | val_loss: 0.0311508 | Time: 5318.83 ms [2022-03-22 00:10:34 main:574] : INFO : Epoch 2003 | loss: 0.0311427 | val_loss: 0.0311503 | Time: 5320.87 ms [2022-03-22 00:10:39 main:574] : INFO : Epoch 2004 | loss: 0.0311426 | val_loss: 0.0311527 | Time: 5328.63 ms [2022-03-22 00:10:45 main:574] : INFO : Epoch 2005 | loss: 0.0311413 | val_loss: 0.0311504 | Time: 5330.86 ms [2022-03-22 00:10:50 main:574] : INFO : Epoch 2006 | loss: 0.0311432 | val_loss: 0.0311503 | Time: 5318.5 ms [2022-03-22 00:10:55 main:574] : INFO : Epoch 2007 | loss: 0.0311423 | val_loss: 0.0311497 | Time: 5320.56 ms [2022-03-22 00:11:01 main:574] : INFO : Epoch 2008 | loss: 0.0311427 | val_loss: 0.0311501 | Time: 5318.12 ms [2022-03-22 00:11:06 main:574] : INFO : Epoch 2009 | loss: 0.0311418 | val_loss: 0.0311515 | Time: 5325.26 ms [2022-03-22 00:11:11 main:574] : INFO : Epoch 2010 | loss: 0.0311408 | val_loss: 0.0311493 | Time: 5316.27 ms [2022-03-22 00:11:17 main:574] : INFO : Epoch 2011 | loss: 0.0311545 | val_loss: 0.0311598 | Time: 5327.58 ms [2022-03-22 00:11:22 main:574] : INFO : Epoch 2012 | loss: 0.031158 | val_loss: 0.0311559 | Time: 5323.28 ms [2022-03-22 00:11:27 main:574] : INFO : Epoch 2013 | loss: 0.031172 | val_loss: 0.031223 | Time: 5320.43 ms [2022-03-22 00:11:33 main:574] : INFO : Epoch 2014 | loss: 0.0312204 | val_loss: 0.0311917 | Time: 5319.03 ms [2022-03-22 00:11:38 main:574] : INFO : Epoch 2015 | loss: 0.0311722 | val_loss: 0.0311644 | Time: 5324.57 ms [2022-03-22 00:11:43 main:574] : INFO : Epoch 2016 | loss: 0.0311648 | val_loss: 0.0311658 | Time: 5326.74 ms [2022-03-22 00:11:49 main:574] : INFO : Epoch 2017 | loss: 0.0311611 | val_loss: 0.0311585 | Time: 5329.62 ms [2022-03-22 00:11:54 main:574] : INFO : Epoch 2018 | loss: 0.0311578 | val_loss: 0.0311567 | Time: 5320.49 ms [2022-03-22 00:11:59 main:574] : INFO : Epoch 2019 | loss: 0.0311563 | val_loss: 0.0311561 | Time: 5324.55 ms [2022-03-22 00:12:04 main:574] : INFO : Epoch 2020 | loss: 0.0311554 | val_loss: 0.0311541 | Time: 5318.41 ms [2022-03-22 00:12:10 main:574] : INFO : Epoch 2021 | loss: 0.0311538 | val_loss: 0.0311542 | Time: 5319.57 ms [2022-03-22 00:12:15 main:574] : INFO : Epoch 2022 | loss: 0.0311544 | val_loss: 0.0311554 | Time: 5320.05 ms [2022-03-22 00:12:20 main:574] : INFO : Epoch 2023 | loss: 0.0311547 | val_loss: 0.0311563 | Time: 5330.14 ms [2022-03-22 00:12:26 main:574] : INFO : Epoch 2024 | loss: 0.0311523 | val_loss: 0.0311523 | Time: 5322.54 ms [2022-03-22 00:12:31 main:574] : INFO : Epoch 2025 | loss: 0.0311508 | val_loss: 0.0311515 | Time: 5331.98 ms [2022-03-22 00:12:36 main:574] : INFO : Epoch 2026 | loss: 0.0311508 | val_loss: 0.0311532 | Time: 5322.26 ms [2022-03-22 00:12:42 main:574] : INFO : Epoch 2027 | loss: 0.031157 | val_loss: 0.0311571 | Time: 5320.49 ms [2022-03-22 00:12:47 main:574] : INFO : Epoch 2028 | loss: 0.0311574 | val_loss: 0.0311556 | Time: 5323.51 ms [2022-03-22 00:12:52 main:574] : INFO : Epoch 2029 | loss: 0.0311562 | val_loss: 0.0311583 | Time: 5323.38 ms [2022-03-22 00:12:58 main:574] : INFO : Epoch 2030 | loss: 0.0311564 | val_loss: 0.031158 | Time: 5321.28 ms [2022-03-22 00:13:03 main:574] : INFO : Epoch 2031 | loss: 0.0311542 | val_loss: 0.0311577 | Time: 5318.95 ms [2022-03-22 00:13:08 main:574] : INFO : Epoch 2032 | loss: 0.0311553 | val_loss: 0.0311581 | Time: 5320.23 ms [2022-03-22 00:13:14 main:574] : INFO : Epoch 2033 | loss: 0.0311546 | val_loss: 0.0311573 | Time: 5320.04 ms [2022-03-22 00:13:19 main:574] : INFO : Epoch 2034 | loss: 0.031153 | val_loss: 0.0311569 | Time: 5325.7 ms [2022-03-22 00:13:24 main:574] : INFO : Epoch 2035 | loss: 0.0311511 | val_loss: 0.0311554 | Time: 5324.8 ms [2022-03-22 00:13:30 main:574] : INFO : Epoch 2036 | loss: 0.0311629 | val_loss: 0.031163 | Time: 5318.01 ms [2022-03-22 00:13:35 main:574] : INFO : Epoch 2037 | loss: 0.0311621 | val_loss: 0.0311624 | Time: 5320.73 ms [2022-03-22 00:13:40 main:574] : INFO : Epoch 2038 | loss: 0.0311638 | val_loss: 0.0311581 | Time: 5317.08 ms [2022-03-22 00:13:46 main:574] : INFO : Epoch 2039 | loss: 0.0311602 | val_loss: 0.0311598 | Time: 5349 ms [2022-03-22 00:13:51 main:574] : INFO : Epoch 2040 | loss: 0.0311607 | val_loss: 0.0311567 | Time: 5328.71 ms [2022-03-22 00:13:56 main:574] : INFO : Epoch 2041 | loss: 0.0311538 | val_loss: 0.0311557 | Time: 5322.56 ms [2022-03-22 00:14:02 main:574] : INFO : Epoch 2042 | loss: 0.0311563 | val_loss: 0.0311555 | Time: 5320.04 ms [2022-03-22 00:14:07 main:574] : INFO : Epoch 2043 | loss: 0.0311573 | val_loss: 0.0311541 | Time: 5321.39 ms [2022-03-22 00:14:12 main:574] : INFO : Epoch 2044 | loss: 0.0311532 | val_loss: 0.0311548 | Time: 5321.06 ms [2022-03-22 00:14:18 main:574] : INFO : Epoch 2045 | loss: 0.0311519 | val_loss: 0.0311518 | Time: 5321.57 ms [2022-03-22 00:14:23 main:574] : INFO : Epoch 2046 | loss: 0.0311517 | val_loss: 0.0311542 | Time: 5326.38 ms [2022-03-22 00:14:28 main:574] : INFO : Epoch 2047 | loss: 0.0311505 | val_loss: 0.031152 | Time: 5319.23 ms [2022-03-22 00:14:34 main:574] : INFO : Epoch 2048 | loss: 0.0311495 | val_loss: 0.0311526 | Time: 5312.14 ms [2022-03-22 00:14:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311526 [2022-03-22 00:14:34 main:603] : INFO : Saving end state to config to file [2022-03-22 00:14:34 main:608] : INFO : Success, exiting.. 00:14:34 (15936): 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)