Task 14325150
| Name | ParityModified-1647044082-26573-3-0_0 |
| Workunit | 11375656 |
| Created | 3 Apr 2022, 22:06:31 UTC |
| Sent | 8 Apr 2022, 17:57:59 UTC |
| Report deadline | 16 Apr 2022, 17:57:59 UTC |
| Received | 9 Apr 2022, 20:46:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21318 |
| Run time | 6 hours 27 min 44 sec |
| CPU time | 5 hours 36 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,051.31 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 34.6 ms [2022-04-09 21:04:14 main:574] : INFO : Epoch 1542 | loss: 0.0311449 | val_loss: 0.0311674 | Time: 18594.3 ms [2022-04-09 21:04:30 main:574] : INFO : Epoch 1543 | loss: 0.0311435 | val_loss: 0.0311661 | Time: 15753.9 ms [2022-04-09 21:04:44 main:574] : INFO : Epoch 1544 | loss: 0.0311445 | val_loss: 0.0311744 | Time: 13810.2 ms [2022-04-09 21:04:58 main:574] : INFO : Epoch 1545 | loss: 0.0311455 | val_loss: 0.0311689 | Time: 13786.9 ms [2022-04-09 21:05:11 main:574] : INFO : Epoch 1546 | loss: 0.0311425 | val_loss: 0.0311685 | Time: 13631.2 ms [2022-04-09 21:05:25 main:574] : INFO : Epoch 1547 | loss: 0.0311434 | val_loss: 0.0311664 | Time: 13806.3 ms [2022-04-09 21:05:39 main:574] : INFO : Epoch 1548 | loss: 0.0311479 | val_loss: 0.0311706 | Time: 14237.6 ms [2022-04-09 21:05:53 main:574] : INFO : Epoch 1549 | loss: 0.0311523 | val_loss: 0.0311752 | Time: 14088.7 ms [2022-04-09 21:06:08 main:574] : INFO : Epoch 1550 | loss: 0.0311605 | val_loss: 0.0311725 | Time: 14117.5 ms [2022-04-09 21:06:21 main:574] : INFO : Epoch 1551 | loss: 0.031158 | val_loss: 0.0311695 | Time: 13776.6 ms [2022-04-09 21:06:35 main:574] : INFO : Epoch 1552 | loss: 0.0311529 | val_loss: 0.031163 | Time: 13629.6 ms [2022-04-09 21:06:49 main:574] : INFO : Epoch 1553 | loss: 0.031151 | val_loss: 0.0311686 | Time: 13514.6 ms [2022-04-09 21:07:03 main:574] : INFO : Epoch 1554 | loss: 0.0311483 | val_loss: 0.031162 | Time: 14124.7 ms [2022-04-09 21:07:16 main:574] : INFO : Epoch 1555 | loss: 0.0311477 | val_loss: 0.0311634 | Time: 13143.6 ms [2022-04-09 21:07:29 main:574] : INFO : Epoch 1556 | loss: 0.0311455 | val_loss: 0.0311659 | Time: 13521 ms [2022-04-09 21:07:43 main:574] : INFO : Epoch 1557 | loss: 0.031145 | val_loss: 0.0311625 | Time: 13851.7 ms [2022-04-09 21:07:57 main:574] : INFO : Epoch 1558 | loss: 0.0311443 | val_loss: 0.0311606 | Time: 13609.3 ms [2022-04-09 21:08:11 main:574] : INFO : Epoch 1559 | loss: 0.0311449 | val_loss: 0.03116 | Time: 13705.6 ms [2022-04-09 21:08:27 main:574] : INFO : Epoch 1560 | loss: 0.0311432 | val_loss: 0.0311612 | Time: 16655.2 ms [2022-04-09 21:08:42 main:574] : INFO : Epoch 1561 | loss: 0.0311423 | val_loss: 0.0311612 | Time: 15285.9 ms [2022-04-09 21:08:59 main:574] : INFO : Epoch 1562 | loss: 0.0311437 | val_loss: 0.0311622 | Time: 16109.5 ms [2022-04-09 21:09:14 main:574] : INFO : Epoch 1563 | loss: 0.0311427 | val_loss: 0.0311649 | Time: 15898.2 ms [2022-04-09 21:09:28 main:574] : INFO : Epoch 1564 | loss: 0.0311431 | val_loss: 0.0311659 | Time: 13212.1 ms [2022-04-09 21:09:41 main:574] : INFO : Epoch 1565 | loss: 0.0311418 | val_loss: 0.0311652 | Time: 12790.9 ms [2022-04-09 21:09:53 main:574] : INFO : Epoch 1566 | loss: 0.0311424 | val_loss: 0.0311628 | Time: 12558.1 ms [2022-04-09 21:10:06 main:574] : INFO : Epoch 1567 | loss: 0.0311441 | val_loss: 0.0311656 | Time: 12775.5 ms [2022-04-09 21:10:19 main:574] : INFO : Epoch 1568 | loss: 0.0311433 | val_loss: 0.0311661 | Time: 12678.6 ms [2022-04-09 21:10:31 main:574] : INFO : Epoch 1569 | loss: 0.0311442 | val_loss: 0.0311674 | Time: 12426.8 ms [2022-04-09 21:10:44 main:574] : INFO : Epoch 1570 | loss: 0.0311445 | val_loss: 0.0311647 | Time: 13329.6 ms [2022-04-09 21:10:58 main:574] : INFO : Epoch 1571 | loss: 0.0311426 | val_loss: 0.0311645 | Time: 13658.6 ms [2022-04-09 21:11:11 main:574] : INFO : Epoch 1572 | loss: 0.0311427 | val_loss: 0.0311652 | Time: 13298.8 ms [2022-04-09 21:11:24 main:574] : INFO : Epoch 1573 | loss: 0.0311455 | val_loss: 0.0311772 | Time: 13161.9 ms [2022-04-09 21:11:38 main:574] : INFO : Epoch 1574 | loss: 0.0311456 | val_loss: 0.0311613 | Time: 13352.6 ms [2022-04-09 21:11:50 main:574] : INFO : Epoch 1575 | loss: 0.0311425 | val_loss: 0.0311663 | Time: 12425.1 ms [2022-04-09 21:12:03 main:574] : INFO : Epoch 1576 | loss: 0.0311462 | val_loss: 0.0311628 | Time: 12380.6 ms [2022-04-09 21:12:15 main:574] : INFO : Epoch 1577 | loss: 0.0311444 | val_loss: 0.031165 | Time: 12271.2 ms [2022-04-09 21:12:25 main:574] : INFO : Epoch 1578 | loss: 0.0311446 | val_loss: 0.0311644 | Time: 10329.1 ms [2022-04-09 21:12:35 main:574] : INFO : Epoch 1579 | loss: 0.0311442 | val_loss: 0.0311658 | Time: 9983.38 ms [2022-04-09 21:12:45 main:574] : INFO : Epoch 1580 | loss: 0.0311433 | val_loss: 0.0311608 | Time: 9709.4 ms [2022-04-09 21:12:55 main:574] : INFO : Epoch 1581 | loss: 0.0311411 | val_loss: 0.0311572 | Time: 10238 ms [2022-04-09 21:13:05 main:574] : INFO : Epoch 1582 | loss: 0.0311399 | val_loss: 0.031159 | Time: 10022.8 ms [2022-04-09 21:13:16 main:574] : INFO : Epoch 1583 | loss: 0.0311396 | val_loss: 0.0311593 | Time: 10163 ms [2022-04-09 21:13:25 main:574] : INFO : Epoch 1584 | loss: 0.0311385 | val_loss: 0.0311604 | Time: 9827.57 ms [2022-04-09 21:13:36 main:574] : INFO : Epoch 1585 | loss: 0.0311391 | val_loss: 0.0311624 | Time: 10123.3 ms [2022-04-09 21:13:46 main:574] : INFO : Epoch 1586 | loss: 0.0311438 | val_loss: 0.0311627 | Time: 10248.4 ms [2022-04-09 21:13:57 main:574] : INFO : Epoch 1587 | loss: 0.0311436 | val_loss: 0.0311657 | Time: 10869.3 ms [2022-04-09 21:14:08 main:574] : INFO : Epoch 1588 | loss: 0.0311456 | val_loss: 0.0311661 | Time: 11159 ms [2022-04-09 21:14:19 main:574] : INFO : Epoch 1589 | loss: 0.0311427 | val_loss: 0.0311622 | Time: 11077.6 ms [2022-04-09 21:14:30 main:574] : INFO : Epoch 1590 | loss: 0.0311445 | val_loss: 0.0311637 | Time: 10700.6 ms [2022-04-09 21:14:41 main:574] : INFO : Epoch 1591 | loss: 0.0311441 | val_loss: 0.0311644 | Time: 11182.2 ms [2022-04-09 21:14:52 main:574] : INFO : Epoch 1592 | loss: 0.0311415 | val_loss: 0.0311683 | Time: 11540.7 ms [2022-04-09 21:15:04 main:574] : INFO : Epoch 1593 | loss: 0.0311417 | val_loss: 0.0311598 | Time: 11401.6 ms [2022-04-09 21:15:15 main:574] : INFO : Epoch 1594 | loss: 0.0311421 | val_loss: 0.0311639 | Time: 11320.8 ms [2022-04-09 21:15:27 main:574] : INFO : Epoch 1595 | loss: 0.0311423 | val_loss: 0.0311666 | Time: 11717.2 ms [2022-04-09 21:15:39 main:574] : INFO : Epoch 1596 | loss: 0.0311505 | val_loss: 0.0311667 | Time: 11719 ms [2022-04-09 21:15:51 main:574] : INFO : Epoch 1597 | loss: 0.0311495 | val_loss: 0.0311637 | Time: 11952 ms [2022-04-09 21:16:02 main:574] : INFO : Epoch 1598 | loss: 0.0311464 | val_loss: 0.0311633 | Time: 11477.6 ms [2022-04-09 21:16:14 main:574] : INFO : Epoch 1599 | loss: 0.0311473 | val_loss: 0.0311615 | Time: 11814.5 ms [2022-04-09 21:16:26 main:574] : INFO : Epoch 1600 | loss: 0.0311474 | val_loss: 0.0311622 | Time: 11577.7 ms [2022-04-09 21:16:37 main:574] : INFO : Epoch 1601 | loss: 0.0311457 | val_loss: 0.0311622 | Time: 11389.9 ms [2022-04-09 21:16:48 main:574] : INFO : Epoch 1602 | loss: 0.0311427 | val_loss: 0.0311608 | Time: 11308.5 ms [2022-04-09 21:17:00 main:574] : INFO : Epoch 1603 | loss: 0.0311426 | val_loss: 0.0311621 | Time: 11431.7 ms [2022-04-09 21:17:11 main:574] : INFO : Epoch 1604 | loss: 0.0311402 | val_loss: 0.0311639 | Time: 10708.9 ms [2022-04-09 21:17:21 main:574] : INFO : Epoch 1605 | loss: 0.031141 | val_loss: 0.0311625 | Time: 10266.1 ms [2022-04-09 21:17:32 main:574] : INFO : Epoch 1606 | loss: 0.0311415 | val_loss: 0.0311678 | Time: 11481.9 ms [2022-04-09 21:17:43 main:574] : INFO : Epoch 1607 | loss: 0.0311414 | val_loss: 0.0311634 | Time: 10613 ms [2022-04-09 21:17:55 main:574] : INFO : Epoch 1608 | loss: 0.03114 | val_loss: 0.0311636 | Time: 11474.2 ms [2022-04-09 21:18:08 main:574] : INFO : Epoch 1609 | loss: 0.0311409 | val_loss: 0.0311708 | Time: 13744.2 ms [2022-04-09 21:18:23 main:574] : INFO : Epoch 1610 | loss: 0.031142 | val_loss: 0.0311614 | Time: 14487.5 ms [2022-04-09 21:18:35 main:574] : INFO : Epoch 1611 | loss: 0.0311407 | val_loss: 0.0311604 | Time: 12288.2 ms [2022-04-09 21:18:46 main:574] : INFO : Epoch 1612 | loss: 0.0311393 | val_loss: 0.0311611 | Time: 11018.5 ms [2022-04-09 21:18:57 main:574] : INFO : Epoch 1613 | loss: 0.0311418 | val_loss: 0.0311658 | Time: 11178.8 ms [2022-04-09 21:19:09 main:574] : INFO : Epoch 1614 | loss: 0.03114 | val_loss: 0.031165 | Time: 11243.1 ms [2022-04-09 21:19:21 main:574] : INFO : Epoch 1615 | loss: 0.0311389 | val_loss: 0.0311662 | Time: 12606 ms [2022-04-09 21:19:34 main:574] : INFO : Epoch 1616 | loss: 0.0311388 | val_loss: 0.0311597 | Time: 12774.8 ms [2022-04-09 21:19:47 main:574] : INFO : Epoch 1617 | loss: 0.0311367 | val_loss: 0.0311628 | Time: 12698.8 ms [2022-04-09 21:19:59 main:574] : INFO : Epoch 1618 | loss: 0.0311413 | val_loss: 0.0311673 | Time: 12243.8 ms [2022-04-09 21:20:13 main:574] : INFO : Epoch 1619 | loss: 0.0311439 | val_loss: 0.0311657 | Time: 14356.3 ms [2022-04-09 21:20:28 main:574] : INFO : Epoch 1620 | loss: 0.031143 | val_loss: 0.03117 | Time: 14728.5 ms [2022-04-09 21:20:43 main:574] : INFO : Epoch 1621 | loss: 0.031144 | val_loss: 0.031166 | Time: 15319 ms [2022-04-09 21:20:58 main:574] : INFO : Epoch 1622 | loss: 0.0311406 | val_loss: 0.0311652 | Time: 14592.9 ms [2022-04-09 21:21:13 main:574] : INFO : Epoch 1623 | loss: 0.0311409 | val_loss: 0.0311641 | Time: 14425.8 ms [2022-04-09 21:21:24 main:574] : INFO : Epoch 1624 | loss: 0.0311418 | val_loss: 0.0311652 | Time: 11868 ms [2022-04-09 21:21:35 main:574] : INFO : Epoch 1625 | loss: 0.0311393 | val_loss: 0.0311638 | Time: 10989.9 ms [2022-04-09 21:21:46 main:574] : INFO : Epoch 1626 | loss: 0.031138 | val_loss: 0.0311608 | Time: 10527.1 ms [2022-04-09 21:21:57 main:574] : INFO : Epoch 1627 | loss: 0.0311394 | val_loss: 0.0311624 | Time: 10883.9 ms [2022-04-09 21:22:07 main:574] : INFO : Epoch 1628 | loss: 0.0311382 | val_loss: 0.031162 | Time: 10561.6 ms [2022-04-09 21:22:19 main:574] : INFO : Epoch 1629 | loss: 0.0311364 | val_loss: 0.0311599 | Time: 11381.4 ms [2022-04-09 21:22:30 main:574] : INFO : Epoch 1630 | loss: 0.0311363 | val_loss: 0.0311634 | Time: 11288.1 ms [2022-04-09 21:22:41 main:574] : INFO : Epoch 1631 | loss: 0.0311395 | val_loss: 0.0311626 | Time: 10870.5 ms [2022-04-09 21:22:53 main:574] : INFO : Epoch 1632 | loss: 0.0311447 | val_loss: 0.0311568 | Time: 11683.9 ms [2022-04-09 21:23:04 main:574] : INFO : Epoch 1633 | loss: 0.0311431 | val_loss: 0.0311604 | Time: 10896.3 ms [2022-04-09 21:23:14 main:574] : INFO : Epoch 1634 | loss: 0.0311404 | val_loss: 0.0311599 | Time: 10172.8 ms [2022-04-09 21:23:24 main:574] : INFO : Epoch 1635 | loss: 0.0311422 | val_loss: 0.031164 | Time: 10381.5 ms [2022-04-09 21:23:35 main:574] : INFO : Epoch 1636 | loss: 0.0311397 | val_loss: 0.0311582 | Time: 11006.2 ms [2022-04-09 21:23:48 main:574] : INFO : Epoch 1637 | loss: 0.0311418 | val_loss: 0.0311587 | Time: 12986.3 ms [2022-04-09 21:24:02 main:574] : INFO : Epoch 1638 | loss: 0.031141 | val_loss: 0.0311627 | Time: 13534.1 ms [2022-04-09 21:24:14 main:574] : INFO : Epoch 1639 | loss: 0.0311399 | val_loss: 0.0311584 | Time: 12389.8 ms [2022-04-09 21:24:25 main:574] : INFO : Epoch 1640 | loss: 0.031141 | val_loss: 0.0311622 | Time: 10517.1 ms [2022-04-09 21:24:36 main:574] : INFO : Epoch 1641 | loss: 0.0311392 | val_loss: 0.0311596 | Time: 11476.4 ms [2022-04-09 21:24:48 main:574] : INFO : Epoch 1642 | loss: 0.0311373 | val_loss: 0.0311601 | Time: 11367.5 ms [2022-04-09 21:24:58 main:574] : INFO : Epoch 1643 | loss: 0.0311382 | val_loss: 0.0311611 | Time: 10196.8 ms [2022-04-09 21:25:11 main:574] : INFO : Epoch 1644 | loss: 0.0311373 | val_loss: 0.0311609 | Time: 13447.4 ms [2022-04-09 21:25:24 main:574] : INFO : Epoch 1645 | loss: 0.0311363 | val_loss: 0.0311581 | Time: 12960.9 ms [2022-04-09 21:25:37 main:574] : INFO : Epoch 1646 | loss: 0.0311377 | val_loss: 0.031161 | Time: 12911.1 ms [2022-04-09 21:25:50 main:574] : INFO : Epoch 1647 | loss: 0.0311479 | val_loss: 0.031163 | Time: 12221.9 ms [2022-04-09 21:26:01 main:574] : INFO : Epoch 1648 | loss: 0.0311482 | val_loss: 0.0311626 | Time: 11890.6 ms [2022-04-09 21:26:14 main:574] : INFO : Epoch 1649 | loss: 0.0311454 | val_loss: 0.0311593 | Time: 12694.6 ms [2022-04-09 21:26:27 main:574] : INFO : Epoch 1650 | loss: 0.0311433 | val_loss: 0.0311586 | Time: 13002.5 ms [2022-04-09 21:26:40 main:574] : INFO : Epoch 1651 | loss: 0.0311435 | val_loss: 0.0311587 | Time: 13230.6 ms [2022-04-09 21:26:53 main:574] : INFO : Epoch 1652 | loss: 0.0311454 | val_loss: 0.0311598 | Time: 12694.5 ms [2022-04-09 21:27:06 main:574] : INFO : Epoch 1653 | loss: 0.0311459 | val_loss: 0.0311606 | Time: 12475.3 ms [2022-04-09 21:27:19 main:574] : INFO : Epoch 1654 | loss: 0.0311431 | val_loss: 0.0311621 | Time: 12909.4 ms [2022-04-09 21:27:31 main:574] : INFO : Epoch 1655 | loss: 0.031141 | val_loss: 0.0311588 | Time: 12140.5 ms [2022-04-09 21:27:43 main:574] : INFO : Epoch 1656 | loss: 0.0311415 | val_loss: 0.0311611 | Time: 11884.6 ms [2022-04-09 21:27:55 main:574] : INFO : Epoch 1657 | loss: 0.0311428 | val_loss: 0.0311593 | Time: 12660.5 ms [2022-04-09 21:28:07 main:574] : INFO : Epoch 1658 | loss: 0.0311442 | val_loss: 0.0311625 | Time: 11835.6 ms [2022-04-09 21:28:19 main:574] : INFO : Epoch 1659 | loss: 0.0311431 | val_loss: 0.0311641 | Time: 11368.2 ms [2022-04-09 21:28:30 main:574] : INFO : Epoch 1660 | loss: 0.0311415 | val_loss: 0.0311641 | Time: 11744.1 ms [2022-04-09 21:28:42 main:574] : INFO : Epoch 1661 | loss: 0.0311401 | val_loss: 0.0311669 | Time: 11919.2 ms [2022-04-09 21:28:54 main:574] : INFO : Epoch 1662 | loss: 0.0311401 | val_loss: 0.0311642 | Time: 11766 ms [2022-04-09 21:29:06 main:574] : INFO : Epoch 1663 | loss: 0.0311455 | val_loss: 0.0311651 | Time: 12141.9 ms [2022-04-09 21:29:17 main:574] : INFO : Epoch 1664 | loss: 0.0311425 | val_loss: 0.0311654 | Time: 10762.8 ms [2022-04-09 21:29:30 main:574] : INFO : Epoch 1665 | loss: 0.0311461 | val_loss: 0.0311632 | Time: 12626.2 ms [2022-04-09 21:29:41 main:574] : INFO : Epoch 1666 | loss: 0.0311439 | val_loss: 0.0311626 | Time: 11694.1 ms [2022-04-09 21:29:53 main:574] : INFO : Epoch 1667 | loss: 0.0311438 | val_loss: 0.0311676 | Time: 11501.4 ms [2022-04-09 21:30:04 main:574] : INFO : Epoch 1668 | loss: 0.0311426 | val_loss: 0.0311619 | Time: 11640.6 ms [2022-04-09 21:30:17 main:574] : INFO : Epoch 1669 | loss: 0.031142 | val_loss: 0.0311654 | Time: 12299.6 ms [2022-04-09 21:30:28 main:574] : INFO : Epoch 1670 | loss: 0.0311557 | val_loss: 0.0311864 | Time: 11403.7 ms [2022-04-09 21:30:39 main:574] : INFO : Epoch 1671 | loss: 0.0311903 | val_loss: 0.0311864 | Time: 11220.1 ms [2022-04-09 21:30:51 main:574] : INFO : Epoch 1672 | loss: 0.03119 | val_loss: 0.0311842 | Time: 11367.1 ms [2022-04-09 21:31:03 main:574] : INFO : Epoch 1673 | loss: 0.031188 | val_loss: 0.0311843 | Time: 12063.9 ms [2022-04-09 21:31:15 main:574] : INFO : Epoch 1674 | loss: 0.0311853 | val_loss: 0.0311818 | Time: 11869.6 ms [2022-04-09 21:31:27 main:574] : INFO : Epoch 1675 | loss: 0.031184 | val_loss: 0.0311827 | Time: 12217.2 ms [2022-04-09 21:31:39 main:574] : INFO : Epoch 1676 | loss: 0.0311823 | val_loss: 0.0311832 | Time: 12149.1 ms [2022-04-09 21:31:51 main:574] : INFO : Epoch 1677 | loss: 0.031182 | val_loss: 0.0311798 | Time: 11523.7 ms [2022-04-09 21:32:02 main:574] : INFO : Epoch 1678 | loss: 0.0311852 | val_loss: 0.0311823 | Time: 11551 ms [2022-04-09 21:32:14 main:574] : INFO : Epoch 1679 | loss: 0.031182 | val_loss: 0.0311846 | Time: 11531.9 ms [2022-04-09 21:32:25 main:574] : INFO : Epoch 1680 | loss: 0.0311793 | val_loss: 0.0311794 | Time: 11348.3 ms [2022-04-09 21:32:38 main:574] : INFO : Epoch 1681 | loss: 0.0311785 | val_loss: 0.0311814 | Time: 12695.6 ms [2022-04-09 21:32:50 main:574] : INFO : Epoch 1682 | loss: 0.0311784 | val_loss: 0.031179 | Time: 12371.7 ms [2022-04-09 21:33:02 main:574] : INFO : Epoch 1683 | loss: 0.0311773 | val_loss: 0.0311804 | Time: 11767.3 ms [2022-04-09 21:33:15 main:574] : INFO : Epoch 1684 | loss: 0.0311768 | val_loss: 0.031179 | Time: 12739.8 ms [2022-04-09 21:33:27 main:574] : INFO : Epoch 1685 | loss: 0.0311776 | val_loss: 0.0311796 | Time: 12299.3 ms [2022-04-09 21:33:38 main:574] : INFO : Epoch 1686 | loss: 0.0311761 | val_loss: 0.0311786 | Time: 11249.1 ms [2022-04-09 21:33:51 main:574] : INFO : Epoch 1687 | loss: 0.0311776 | val_loss: 0.0311812 | Time: 12263.9 ms [2022-04-09 21:34:02 main:574] : INFO : Epoch 1688 | loss: 0.031178 | val_loss: 0.0311776 | Time: 11711.4 ms [2022-04-09 21:34:14 main:574] : INFO : Epoch 1689 | loss: 0.0311746 | val_loss: 0.0311775 | Time: 11781.7 ms [2022-04-09 21:34:26 main:574] : INFO : Epoch 1690 | loss: 0.0311746 | val_loss: 0.0311834 | Time: 11941.1 ms [2022-04-09 21:34:38 main:574] : INFO : Epoch 1691 | loss: 0.0311754 | val_loss: 0.0311772 | Time: 12139.4 ms [2022-04-09 21:34:51 main:574] : INFO : Epoch 1692 | loss: 0.0311724 | val_loss: 0.0311768 | Time: 12972.5 ms [2022-04-09 21:35:03 main:574] : INFO : Epoch 1693 | loss: 0.0311746 | val_loss: 0.0311795 | Time: 11395.1 ms [2022-04-09 21:35:14 main:574] : INFO : Epoch 1694 | loss: 0.0311728 | val_loss: 0.0311774 | Time: 11843.3 ms [2022-04-09 21:35:27 main:574] : INFO : Epoch 1695 | loss: 0.0311724 | val_loss: 0.0311777 | Time: 12604.9 ms [2022-04-09 21:35:39 main:574] : INFO : Epoch 1696 | loss: 0.0311721 | val_loss: 0.0311771 | Time: 12365.9 ms [2022-04-09 21:35:52 main:574] : INFO : Epoch 1697 | loss: 0.0311722 | val_loss: 0.0311772 | Time: 12276 ms [2022-04-09 21:36:04 main:574] : INFO : Epoch 1698 | loss: 0.0311723 | val_loss: 0.031178 | Time: 11764.2 ms [2022-04-09 21:36:15 main:574] : INFO : Epoch 1699 | loss: 0.0311706 | val_loss: 0.0311773 | Time: 11857 ms [2022-04-09 21:36:28 main:574] : INFO : Epoch 1700 | loss: 0.0311702 | val_loss: 0.0311764 | Time: 12143.8 ms [2022-04-09 21:36:40 main:574] : INFO : Epoch 1701 | loss: 0.0311702 | val_loss: 0.0311775 | Time: 12662.9 ms [2022-04-09 21:36:52 main:574] : INFO : Epoch 1702 | loss: 0.0311704 | val_loss: 0.0311774 | Time: 11785.4 ms [2022-04-09 21:37:04 main:574] : INFO : Epoch 1703 | loss: 0.0311702 | val_loss: 0.0311774 | Time: 11807.6 ms [2022-04-09 21:37:16 main:574] : INFO : Epoch 1704 | loss: 0.0311695 | val_loss: 0.0311771 | Time: 11883.4 ms [2022-04-09 21:37:27 main:574] : INFO : Epoch 1705 | loss: 0.0311692 | val_loss: 0.0311808 | Time: 11521.2 ms [2022-04-09 21:37:38 main:574] : INFO : Epoch 1706 | loss: 0.0311692 | val_loss: 0.0311789 | Time: 11180.2 ms [2022-04-09 21:37:50 main:574] : INFO : Epoch 1707 | loss: 0.0311689 | val_loss: 0.0311765 | Time: 11680.5 ms [2022-04-09 21:38:02 main:574] : INFO : Epoch 1708 | loss: 0.0311718 | val_loss: 0.0311808 | Time: 11888.3 ms [2022-04-09 21:38:14 main:574] : INFO : Epoch 1709 | loss: 0.0311727 | val_loss: 0.031178 | Time: 12354.5 ms [2022-04-09 21:38:26 main:574] : INFO : Epoch 1710 | loss: 0.0311693 | val_loss: 0.0311763 | Time: 12074.1 ms [2022-04-09 21:38:39 main:574] : INFO : Epoch 1711 | loss: 0.0311688 | val_loss: 0.0311773 | Time: 12772.8 ms [2022-04-09 21:38:53 main:574] : INFO : Epoch 1712 | loss: 0.031169 | val_loss: 0.0311788 | Time: 13525.8 ms [2022-04-09 21:39:07 main:574] : INFO : Epoch 1713 | loss: 0.0311708 | val_loss: 0.0311795 | Time: 13896.7 ms [2022-04-09 21:39:20 main:574] : INFO : Epoch 1714 | loss: 0.0311708 | val_loss: 0.0311792 | Time: 13451.4 ms [2022-04-09 21:39:35 main:574] : INFO : Epoch 1715 | loss: 0.0311692 | val_loss: 0.0311772 | Time: 14666.8 ms [2022-04-09 21:39:49 main:574] : INFO : Epoch 1716 | loss: 0.0311684 | val_loss: 0.0311779 | Time: 13874.1 ms [2022-04-09 21:40:02 main:574] : INFO : Epoch 1717 | loss: 0.0311671 | val_loss: 0.0311777 | Time: 13625 ms [2022-04-09 21:40:16 main:574] : INFO : Epoch 1718 | loss: 0.0311665 | val_loss: 0.0311772 | Time: 14040.8 ms [2022-04-09 21:40:29 main:574] : INFO : Epoch 1719 | loss: 0.031166 | val_loss: 0.0311762 | Time: 12385.1 ms [2022-04-09 21:40:42 main:574] : INFO : Epoch 1720 | loss: 0.0311668 | val_loss: 0.0311768 | Time: 12777.6 ms [2022-04-09 21:40:55 main:574] : INFO : Epoch 1721 | loss: 0.031167 | val_loss: 0.0311814 | Time: 13366.7 ms [2022-04-09 21:41:08 main:574] : INFO : Epoch 1722 | loss: 0.0311679 | val_loss: 0.0311824 | Time: 12746.7 ms [2022-04-09 21:41:19 main:574] : INFO : Epoch 1723 | loss: 0.0311664 | val_loss: 0.0311763 | Time: 11646 ms [2022-04-09 21:41:31 main:574] : INFO : Epoch 1724 | loss: 0.0311671 | val_loss: 0.0311774 | Time: 11612.6 ms [2022-04-09 21:41:43 main:574] : INFO : Epoch 1725 | loss: 0.0311654 | val_loss: 0.0311812 | Time: 11503.4 ms [2022-04-09 21:41:55 main:574] : INFO : Epoch 1726 | loss: 0.0311667 | val_loss: 0.0311762 | Time: 12586.4 ms [2022-04-09 21:42:09 main:574] : INFO : Epoch 1727 | loss: 0.0311656 | val_loss: 0.0311797 | Time: 13668.2 ms [2022-04-09 21:42:22 main:574] : INFO : Epoch 1728 | loss: 0.0311674 | val_loss: 0.0311772 | Time: 12912.9 ms [2022-04-09 21:42:37 main:574] : INFO : Epoch 1729 | loss: 0.031166 | val_loss: 0.0311763 | Time: 14856.3 ms [2022-04-09 21:42:51 main:574] : INFO : Epoch 1730 | loss: 0.0311645 | val_loss: 0.0311758 | Time: 14690.7 ms [2022-04-09 21:43:02 main:574] : INFO : Epoch 1731 | loss: 0.0311659 | val_loss: 0.0311789 | Time: 11000.2 ms [2022-04-09 21:43:14 main:574] : INFO : Epoch 1732 | loss: 0.0311642 | val_loss: 0.0311765 | Time: 11131.6 ms [2022-04-09 21:43:24 main:574] : INFO : Epoch 1733 | loss: 0.0311637 | val_loss: 0.0311774 | Time: 10835.7 ms [2022-04-09 21:43:36 main:574] : INFO : Epoch 1734 | loss: 0.0311635 | val_loss: 0.0311781 | Time: 11974.4 ms [2022-04-09 21:43:48 main:574] : INFO : Epoch 1735 | loss: 0.0311634 | val_loss: 0.0311814 | Time: 11974.8 ms [2022-04-09 21:44:00 main:574] : INFO : Epoch 1736 | loss: 0.0311649 | val_loss: 0.0311778 | Time: 12035.5 ms [2022-04-09 21:44:12 main:574] : INFO : Epoch 1737 | loss: 0.0311626 | val_loss: 0.0311822 | Time: 11814.7 ms [2022-04-09 21:44:24 main:574] : INFO : Epoch 1738 | loss: 0.031165 | val_loss: 0.0311775 | Time: 11844.9 ms [2022-04-09 21:44:36 main:574] : INFO : Epoch 1739 | loss: 0.0311636 | val_loss: 0.0311808 | Time: 11690.9 ms [2022-04-09 21:44:47 main:574] : INFO : Epoch 1740 | loss: 0.0311623 | val_loss: 0.0311771 | Time: 11710.4 ms [2022-04-09 21:45:00 main:574] : INFO : Epoch 1741 | loss: 0.031162 | val_loss: 0.0311807 | Time: 12254.5 ms [2022-04-09 21:45:12 main:574] : INFO : Epoch 1742 | loss: 0.0311643 | val_loss: 0.0311773 | Time: 12225 ms [2022-04-09 21:45:25 main:574] : INFO : Epoch 1743 | loss: 0.031165 | val_loss: 0.0311757 | Time: 13165.6 ms [2022-04-09 21:45:37 main:574] : INFO : Epoch 1744 | loss: 0.0311636 | val_loss: 0.0311781 | Time: 12301.1 ms [2022-04-09 21:45:49 main:574] : INFO : Epoch 1745 | loss: 0.0311653 | val_loss: 0.031177 | Time: 11970.9 ms [2022-04-09 21:46:01 main:574] : INFO : Epoch 1746 | loss: 0.0311636 | val_loss: 0.0311755 | Time: 11790.3 ms [2022-04-09 21:46:15 main:574] : INFO : Epoch 1747 | loss: 0.031162 | val_loss: 0.0311795 | Time: 13394.6 ms [2022-04-09 21:46:29 main:574] : INFO : Epoch 1748 | loss: 0.031162 | val_loss: 0.0311773 | Time: 13949.8 ms [2022-04-09 21:46:43 main:574] : INFO : Epoch 1749 | loss: 0.0311615 | val_loss: 0.0311762 | Time: 14736.7 ms [2022-04-09 21:46:57 main:574] : INFO : Epoch 1750 | loss: 0.0311614 | val_loss: 0.0311755 | Time: 14145.5 ms [2022-04-09 21:47:11 main:574] : INFO : Epoch 1751 | loss: 0.0311613 | val_loss: 0.0311793 | Time: 13691.8 ms [2022-04-09 21:47:25 main:574] : INFO : Epoch 1752 | loss: 0.0311608 | val_loss: 0.0311763 | Time: 13974.3 ms [2022-04-09 21:47:40 main:574] : INFO : Epoch 1753 | loss: 0.0311606 | val_loss: 0.0311766 | Time: 14448.9 ms [2022-04-09 21:47:55 main:574] : INFO : Epoch 1754 | loss: 0.0311611 | val_loss: 0.0311784 | Time: 15110.5 ms [2022-04-09 21:48:09 main:574] : INFO : Epoch 1755 | loss: 0.0311599 | val_loss: 0.0311764 | Time: 14105.7 ms [2022-04-09 21:48:21 main:574] : INFO : Epoch 1756 | loss: 0.03116 | val_loss: 0.0311771 | Time: 12582.6 ms [2022-04-09 21:48:34 main:574] : INFO : Epoch 1757 | loss: 0.0311591 | val_loss: 0.0311806 | Time: 12388.3 ms [2022-04-09 21:48:47 main:574] : INFO : Epoch 1758 | loss: 0.0311647 | val_loss: 0.0311815 | Time: 12719.5 ms [2022-04-09 21:48:59 main:574] : INFO : Epoch 1759 | loss: 0.031167 | val_loss: 0.0311851 | Time: 12224.5 ms [2022-04-09 21:49:11 main:574] : INFO : Epoch 1760 | loss: 0.0311644 | val_loss: 0.0311804 | Time: 12564.9 ms [2022-04-09 21:49:24 main:574] : INFO : Epoch 1761 | loss: 0.0311624 | val_loss: 0.0311771 | Time: 12548.5 ms [2022-04-09 21:49:36 main:574] : INFO : Epoch 1762 | loss: 0.0311597 | val_loss: 0.0311846 | Time: 12535.4 ms [2022-04-09 21:49:50 main:574] : INFO : Epoch 1763 | loss: 0.031161 | val_loss: 0.0311753 | Time: 13548.5 ms [2022-04-09 21:50:03 main:574] : INFO : Epoch 1764 | loss: 0.0311593 | val_loss: 0.0311774 | Time: 13043.9 ms [2022-04-09 21:50:16 main:574] : INFO : Epoch 1765 | loss: 0.0311579 | val_loss: 0.0311798 | Time: 12991.7 ms [2022-04-09 21:50:29 main:574] : INFO : Epoch 1766 | loss: 0.0311589 | val_loss: 0.0311781 | Time: 12928 ms [2022-04-09 21:50:42 main:574] : INFO : Epoch 1767 | loss: 0.0311594 | val_loss: 0.0311775 | Time: 13505.4 ms [2022-04-09 21:50:54 main:574] : INFO : Epoch 1768 | loss: 0.0311588 | val_loss: 0.0311771 | Time: 11554.9 ms [2022-04-09 21:51:07 main:574] : INFO : Epoch 1769 | loss: 0.0311587 | val_loss: 0.0311768 | Time: 12960 ms [2022-04-09 21:51:20 main:574] : INFO : Epoch 1770 | loss: 0.0311595 | val_loss: 0.0311786 | Time: 12713.4 ms [2022-04-09 21:51:33 main:574] : INFO : Epoch 1771 | loss: 0.0311586 | val_loss: 0.0311776 | Time: 12825.2 ms [2022-04-09 21:51:45 main:574] : INFO : Epoch 1772 | loss: 0.0311593 | val_loss: 0.0311827 | Time: 12322.9 ms [2022-04-09 21:51:58 main:574] : INFO : Epoch 1773 | loss: 0.031159 | val_loss: 0.0311793 | Time: 13076.2 ms [2022-04-09 21:52:11 main:574] : INFO : Epoch 1774 | loss: 0.0311573 | val_loss: 0.0311811 | Time: 12611.8 ms [2022-04-09 21:52:24 main:574] : INFO : Epoch 1775 | loss: 0.0311576 | val_loss: 0.0311825 | Time: 13556.9 ms [2022-04-09 21:52:38 main:574] : INFO : Epoch 1776 | loss: 0.0311573 | val_loss: 0.0311807 | Time: 13554.9 ms [2022-04-09 21:52:50 main:574] : INFO : Epoch 1777 | loss: 0.0311576 | val_loss: 0.0311807 | Time: 12710 ms [2022-04-09 21:53:03 main:574] : INFO : Epoch 1778 | loss: 0.0311578 | val_loss: 0.0311776 | Time: 12675.4 ms [2022-04-09 21:53:16 main:574] : INFO : Epoch 1779 | loss: 0.0311584 | val_loss: 0.0311816 | Time: 12788.8 ms [2022-04-09 21:53:29 main:574] : INFO : Epoch 1780 | loss: 0.0311585 | val_loss: 0.0311808 | Time: 12582.7 ms [2022-04-09 21:53:41 main:574] : INFO : Epoch 1781 | loss: 0.0311572 | val_loss: 0.0311772 | Time: 12268.9 ms [2022-04-09 21:53:54 main:574] : INFO : Epoch 1782 | loss: 0.0311586 | val_loss: 0.0311812 | Time: 13156.8 ms [2022-04-09 21:54:08 main:574] : INFO : Epoch 1783 | loss: 0.0311612 | val_loss: 0.0311891 | Time: 14150.9 ms [2022-04-09 21:54:22 main:574] : INFO : Epoch 1784 | loss: 0.0311604 | val_loss: 0.0311767 | Time: 14289.8 ms [2022-04-09 21:54:37 main:574] : INFO : Epoch 1785 | loss: 0.0311576 | val_loss: 0.0311767 | Time: 14329.9 ms [2022-04-09 21:54:52 main:574] : INFO : Epoch 1786 | loss: 0.0311595 | val_loss: 0.0311804 | Time: 15164.1 ms [2022-04-09 21:55:05 main:574] : INFO : Epoch 1787 | loss: 0.0311566 | val_loss: 0.0311791 | Time: 13346 ms [2022-04-09 21:55:18 main:574] : INFO : Epoch 1788 | loss: 0.0311556 | val_loss: 0.031178 | Time: 12681 ms [2022-04-09 21:55:30 main:574] : INFO : Epoch 1789 | loss: 0.0311569 | val_loss: 0.031178 | Time: 12247.3 ms [2022-04-09 21:55:42 main:574] : INFO : Epoch 1790 | loss: 0.0311567 | val_loss: 0.0311782 | Time: 12053.2 ms [2022-04-09 21:55:55 main:574] : INFO : Epoch 1791 | loss: 0.0311569 | val_loss: 0.0311754 | Time: 12263.6 ms [2022-04-09 21:56:07 main:574] : INFO : Epoch 1792 | loss: 0.0311578 | val_loss: 0.0311846 | Time: 12469.4 ms [2022-04-09 21:56:19 main:574] : INFO : Epoch 1793 | loss: 0.0311556 | val_loss: 0.0311813 | Time: 12091.7 ms [2022-04-09 21:56:31 main:574] : INFO : Epoch 1794 | loss: 0.031157 | val_loss: 0.031182 | Time: 12097.6 ms [2022-04-09 21:56:44 main:574] : INFO : Epoch 1795 | loss: 0.0311578 | val_loss: 0.0311772 | Time: 12483.3 ms [2022-04-09 21:56:56 main:574] : INFO : Epoch 1796 | loss: 0.0311594 | val_loss: 0.0311771 | Time: 12247 ms [2022-04-09 21:57:08 main:574] : INFO : Epoch 1797 | loss: 0.0311598 | val_loss: 0.031178 | Time: 12414.3 ms [2022-04-09 21:57:21 main:574] : INFO : Epoch 1798 | loss: 0.0311588 | val_loss: 0.0311859 | Time: 12292 ms [2022-04-09 21:57:33 main:574] : INFO : Epoch 1799 | loss: 0.0311596 | val_loss: 0.0311744 | Time: 12556 ms [2022-04-09 21:57:46 main:574] : INFO : Epoch 1800 | loss: 0.0311568 | val_loss: 0.0311763 | Time: 12400.3 ms [2022-04-09 21:57:58 main:574] : INFO : Epoch 1801 | loss: 0.0311581 | val_loss: 0.0311753 | Time: 12456.8 ms [2022-04-09 21:58:10 main:574] : INFO : Epoch 1802 | loss: 0.0311628 | val_loss: 0.0311758 | Time: 12169.6 ms [2022-04-09 21:58:23 main:574] : INFO : Epoch 1803 | loss: 0.0311653 | val_loss: 0.0311764 | Time: 12445.6 ms [2022-04-09 21:58:35 main:574] : INFO : Epoch 1804 | loss: 0.0311624 | val_loss: 0.0311823 | Time: 12444.4 ms [2022-04-09 21:58:48 main:574] : INFO : Epoch 1805 | loss: 0.0311604 | val_loss: 0.0311794 | Time: 12452.5 ms [2022-04-09 21:59:00 main:574] : INFO : Epoch 1806 | loss: 0.0311616 | val_loss: 0.0311836 | Time: 12250 ms [2022-04-09 21:59:12 main:574] : INFO : Epoch 1807 | loss: 0.03116 | val_loss: 0.0311814 | Time: 12437.5 ms [2022-04-09 21:59:25 main:574] : INFO : Epoch 1808 | loss: 0.0311588 | val_loss: 0.0311831 | Time: 13011.8 ms [2022-04-09 21:59:38 main:574] : INFO : Epoch 1809 | loss: 0.0311617 | val_loss: 0.0311826 | Time: 12326.2 ms [2022-04-09 21:59:50 main:574] : INFO : Epoch 1810 | loss: 0.0311571 | val_loss: 0.0311766 | Time: 12664.2 ms [2022-04-09 22:00:03 main:574] : INFO : Epoch 1811 | loss: 0.0311581 | val_loss: 0.0311789 | Time: 12248.8 ms [2022-04-09 22:00:15 main:574] : INFO : Epoch 1812 | loss: 0.0311586 | val_loss: 0.0311865 | Time: 12322.2 ms [2022-04-09 22:00:28 main:574] : INFO : Epoch 1813 | loss: 0.0311574 | val_loss: 0.0311742 | Time: 12657.8 ms [2022-04-09 22:00:40 main:574] : INFO : Epoch 1814 | loss: 0.0311572 | val_loss: 0.0311738 | Time: 12280.9 ms [2022-04-09 22:00:52 main:574] : INFO : Epoch 1815 | loss: 0.0311566 | val_loss: 0.0311741 | Time: 12060.9 ms [2022-04-09 22:01:04 main:574] : INFO : Epoch 1816 | loss: 0.0311563 | val_loss: 0.03118 | Time: 12488.8 ms [2022-04-09 22:01:17 main:574] : INFO : Epoch 1817 | loss: 0.0311586 | val_loss: 0.0311801 | Time: 12288.9 ms [2022-04-09 22:01:29 main:574] : INFO : Epoch 1818 | loss: 0.0311559 | val_loss: 0.0311802 | Time: 12731.8 ms [2022-04-09 22:01:42 main:574] : INFO : Epoch 1819 | loss: 0.0311546 | val_loss: 0.0311815 | Time: 12911.3 ms [2022-04-09 22:01:55 main:574] : INFO : Epoch 1820 | loss: 0.0311574 | val_loss: 0.031176 | Time: 12667.5 ms [2022-04-09 22:02:08 main:574] : INFO : Epoch 1821 | loss: 0.0311555 | val_loss: 0.0311848 | Time: 12789.1 ms [2022-04-09 22:02:21 main:574] : INFO : Epoch 1822 | loss: 0.0311563 | val_loss: 0.0311816 | Time: 12740.7 ms [2022-04-09 22:02:33 main:574] : INFO : Epoch 1823 | loss: 0.0311564 | val_loss: 0.0311733 | Time: 12611.1 ms [2022-04-09 22:02:46 main:574] : INFO : Epoch 1824 | loss: 0.0311575 | val_loss: 0.0311777 | Time: 12764.7 ms [2022-04-09 22:02:59 main:574] : INFO : Epoch 1825 | loss: 0.0311569 | val_loss: 0.0311775 | Time: 12656.7 ms [2022-04-09 22:03:11 main:574] : INFO : Epoch 1826 | loss: 0.0311582 | val_loss: 0.0311774 | Time: 12461.9 ms [2022-04-09 22:03:24 main:574] : INFO : Epoch 1827 | loss: 0.0311571 | val_loss: 0.0311706 | Time: 12633.8 ms [2022-04-09 22:03:37 main:574] : INFO : Epoch 1828 | loss: 0.0311606 | val_loss: 0.0311754 | Time: 12912.7 ms [2022-04-09 22:03:49 main:574] : INFO : Epoch 1829 | loss: 0.031161 | val_loss: 0.0311728 | Time: 12675.6 ms [2022-04-09 22:04:02 main:574] : INFO : Epoch 1830 | loss: 0.0311599 | val_loss: 0.0311728 | Time: 12491.7 ms [2022-04-09 22:04:14 main:574] : INFO : Epoch 1831 | loss: 0.0311588 | val_loss: 0.0311756 | Time: 12502.5 ms [2022-04-09 22:04:28 main:574] : INFO : Epoch 1832 | loss: 0.0311616 | val_loss: 0.0311768 | Time: 13152.8 ms [2022-04-09 22:04:40 main:574] : INFO : Epoch 1833 | loss: 0.0311619 | val_loss: 0.0311755 | Time: 12738.5 ms [2022-04-09 22:04:53 main:574] : INFO : Epoch 1834 | loss: 0.0311624 | val_loss: 0.0311745 | Time: 12435.5 ms [2022-04-09 22:05:05 main:574] : INFO : Epoch 1835 | loss: 0.0311594 | val_loss: 0.0311735 | Time: 12624.2 ms [2022-04-09 22:05:18 main:574] : INFO : Epoch 1836 | loss: 0.0311592 | val_loss: 0.0311808 | Time: 12443.7 ms [2022-04-09 22:05:30 main:574] : INFO : Epoch 1837 | loss: 0.0311621 | val_loss: 0.0311863 | Time: 12242.6 ms [2022-04-09 22:05:42 main:574] : INFO : Epoch 1838 | loss: 0.0311656 | val_loss: 0.0311743 | Time: 11896.8 ms [2022-04-09 22:05:53 main:574] : INFO : Epoch 1839 | loss: 0.0311585 | val_loss: 0.0311742 | Time: 11493.4 ms [2022-04-09 22:06:05 main:574] : INFO : Epoch 1840 | loss: 0.0311581 | val_loss: 0.0311768 | Time: 11616.2 ms [2022-04-09 22:06:17 main:574] : INFO : Epoch 1841 | loss: 0.0311586 | val_loss: 0.0311732 | Time: 12140.8 ms [2022-04-09 22:06:30 main:574] : INFO : Epoch 1842 | loss: 0.0311598 | val_loss: 0.0311756 | Time: 12336.5 ms [2022-04-09 22:06:42 main:574] : INFO : Epoch 1843 | loss: 0.0311591 | val_loss: 0.0311732 | Time: 12260.6 ms [2022-04-09 22:06:54 main:574] : INFO : Epoch 1844 | loss: 0.031157 | val_loss: 0.0311754 | Time: 11989.5 ms [2022-04-09 22:07:06 main:574] : INFO : Epoch 1845 | loss: 0.0311562 | val_loss: 0.0311729 | Time: 11953.5 ms [2022-04-09 22:07:18 main:574] : INFO : Epoch 1846 | loss: 0.0311574 | val_loss: 0.0311737 | Time: 11816 ms [2022-04-09 22:07:29 main:574] : INFO : Epoch 1847 | loss: 0.031159 | val_loss: 0.031174 | Time: 10957.1 ms [2022-04-09 22:07:40 main:574] : INFO : Epoch 1848 | loss: 0.0311573 | val_loss: 0.0311757 | Time: 11094.2 ms [2022-04-09 22:07:51 main:574] : INFO : Epoch 1849 | loss: 0.0311605 | val_loss: 0.0311856 | Time: 11237.5 ms [2022-04-09 22:08:02 main:574] : INFO : Epoch 1850 | loss: 0.0311639 | val_loss: 0.0311742 | Time: 11341.1 ms [2022-04-09 22:08:14 main:574] : INFO : Epoch 1851 | loss: 0.0311574 | val_loss: 0.0311707 | Time: 12048.7 ms [2022-04-09 22:08:26 main:574] : INFO : Epoch 1852 | loss: 0.0311578 | val_loss: 0.0311754 | Time: 11770.3 ms [2022-04-09 22:08:38 main:574] : INFO : Epoch 1853 | loss: 0.0311594 | val_loss: 0.0311684 | Time: 11906.5 ms [2022-04-09 22:08:50 main:574] : INFO : Epoch 1854 | loss: 0.0311598 | val_loss: 0.0311702 | Time: 12146.1 ms [2022-04-09 22:09:02 main:574] : INFO : Epoch 1855 | loss: 0.0311607 | val_loss: 0.0311724 | Time: 11977.3 ms [2022-04-09 22:09:13 main:574] : INFO : Epoch 1856 | loss: 0.031161 | val_loss: 0.0311701 | Time: 10763.7 ms [2022-04-09 22:09:24 main:574] : INFO : Epoch 1857 | loss: 0.0311587 | val_loss: 0.0311677 | Time: 10961.4 ms [2022-04-09 22:09:35 main:574] : INFO : Epoch 1858 | loss: 0.0311575 | val_loss: 0.0311699 | Time: 11286.1 ms [2022-04-09 22:09:47 main:574] : INFO : Epoch 1859 | loss: 0.0311563 | val_loss: 0.0311686 | Time: 12047.4 ms [2022-04-09 22:09:58 main:574] : INFO : Epoch 1860 | loss: 0.0311566 | val_loss: 0.0311681 | Time: 11008.2 ms [2022-04-09 22:10:10 main:574] : INFO : Epoch 1861 | loss: 0.0311552 | val_loss: 0.0311694 | Time: 11801 ms [2022-04-09 22:10:22 main:574] : INFO : Epoch 1862 | loss: 0.0311561 | val_loss: 0.0311703 | Time: 12128.1 ms [2022-04-09 22:10:34 main:574] : INFO : Epoch 1863 | loss: 0.0311564 | val_loss: 0.03117 | Time: 11825.5 ms [2022-04-09 22:10:46 main:574] : INFO : Epoch 1864 | loss: 0.0311547 | val_loss: 0.03117 | Time: 12111.6 ms [2022-04-09 22:10:57 main:574] : INFO : Epoch 1865 | loss: 0.0311557 | val_loss: 0.0311713 | Time: 11234.5 ms [2022-04-09 22:11:10 main:574] : INFO : Epoch 1866 | loss: 0.0311552 | val_loss: 0.0311715 | Time: 12143.2 ms [2022-04-09 22:11:22 main:574] : INFO : Epoch 1867 | loss: 0.031154 | val_loss: 0.031169 | Time: 12104 ms [2022-04-09 22:11:34 main:574] : INFO : Epoch 1868 | loss: 0.0311546 | val_loss: 0.03117 | Time: 12050.5 ms [2022-04-09 22:11:47 main:574] : INFO : Epoch 1869 | loss: 0.0311598 | val_loss: 0.0311796 | Time: 13684 ms [2022-04-09 22:12:00 main:574] : INFO : Epoch 1870 | loss: 0.0311586 | val_loss: 0.0311688 | Time: 12911.3 ms [2022-04-09 22:12:12 main:574] : INFO : Epoch 1871 | loss: 0.0311551 | val_loss: 0.0311729 | Time: 11696.5 ms [2022-04-09 22:12:23 main:574] : INFO : Epoch 1872 | loss: 0.0311546 | val_loss: 0.0311724 | Time: 11273.5 ms [2022-04-09 22:12:33 main:574] : INFO : Epoch 1873 | loss: 0.0311575 | val_loss: 0.0311685 | Time: 10019.2 ms [2022-04-09 22:12:44 main:574] : INFO : Epoch 1874 | loss: 0.0311573 | val_loss: 0.0311671 | Time: 10593.7 ms [2022-04-09 22:12:58 main:574] : INFO : Epoch 1875 | loss: 0.0311558 | val_loss: 0.0311673 | Time: 14361.9 ms [2022-04-09 22:13:13 main:574] : INFO : Epoch 1876 | loss: 0.0311551 | val_loss: 0.0311686 | Time: 15161.2 ms [2022-04-09 22:13:29 main:574] : INFO : Epoch 1877 | loss: 0.031154 | val_loss: 0.0311689 | Time: 15445.1 ms [2022-04-09 22:13:43 main:574] : INFO : Epoch 1878 | loss: 0.0311543 | val_loss: 0.0311698 | Time: 13566.3 ms [2022-04-09 22:13:55 main:574] : INFO : Epoch 1879 | loss: 0.0311549 | val_loss: 0.0311707 | Time: 12774.9 ms [2022-04-09 22:14:08 main:574] : INFO : Epoch 1880 | loss: 0.0311545 | val_loss: 0.0311724 | Time: 12379.5 ms [2022-04-09 22:14:21 main:574] : INFO : Epoch 1881 | loss: 0.031152 | val_loss: 0.0311695 | Time: 12698.8 ms [2022-04-09 22:14:33 main:574] : INFO : Epoch 1882 | loss: 0.031153 | val_loss: 0.0311716 | Time: 12603.2 ms [2022-04-09 22:14:46 main:574] : INFO : Epoch 1883 | loss: 0.0311524 | val_loss: 0.0311748 | Time: 12833.3 ms [2022-04-09 22:14:59 main:574] : INFO : Epoch 1884 | loss: 0.0311542 | val_loss: 0.0311756 | Time: 12557.4 ms [2022-04-09 22:15:11 main:574] : INFO : Epoch 1885 | loss: 0.0311538 | val_loss: 0.031173 | Time: 12899.7 ms [2022-04-09 22:15:25 main:574] : INFO : Epoch 1886 | loss: 0.0311559 | val_loss: 0.0311722 | Time: 13253.2 ms [2022-04-09 22:15:38 main:574] : INFO : Epoch 1887 | loss: 0.0311515 | val_loss: 0.0311712 | Time: 13592.5 ms [2022-04-09 22:15:51 main:574] : INFO : Epoch 1888 | loss: 0.0311512 | val_loss: 0.0311854 | Time: 12545.6 ms [2022-04-09 22:16:02 main:574] : INFO : Epoch 1889 | loss: 0.031153 | val_loss: 0.0311707 | Time: 10636.9 ms [2022-04-09 22:16:14 main:574] : INFO : Epoch 1890 | loss: 0.0311523 | val_loss: 0.0311721 | Time: 12153.4 ms [2022-04-09 22:16:26 main:574] : INFO : Epoch 1891 | loss: 0.0311558 | val_loss: 0.031182 | Time: 12693.5 ms [2022-04-09 22:16:38 main:574] : INFO : Epoch 1892 | loss: 0.0311593 | val_loss: 0.0311706 | Time: 11725.9 ms [2022-04-09 22:16:49 main:574] : INFO : Epoch 1893 | loss: 0.0311547 | val_loss: 0.0311765 | Time: 11206.2 ms [2022-04-09 22:17:02 main:574] : INFO : Epoch 1894 | loss: 0.031154 | val_loss: 0.0311731 | Time: 12200.7 ms [2022-04-09 22:17:13 main:574] : INFO : Epoch 1895 | loss: 0.0311567 | val_loss: 0.0311739 | Time: 11663 ms [2022-04-09 22:17:24 main:574] : INFO : Epoch 1896 | loss: 0.0311554 | val_loss: 0.0311709 | Time: 10635.1 ms [2022-04-09 22:17:36 main:574] : INFO : Epoch 1897 | loss: 0.0311515 | val_loss: 0.0311742 | Time: 12052.7 ms [2022-04-09 22:17:49 main:574] : INFO : Epoch 1898 | loss: 0.0311548 | val_loss: 0.0311689 | Time: 12838.8 ms [2022-04-09 22:18:01 main:574] : INFO : Epoch 1899 | loss: 0.0311576 | val_loss: 0.0311725 | Time: 12451.2 ms [2022-04-09 22:18:15 main:574] : INFO : Epoch 1900 | loss: 0.0311564 | val_loss: 0.0311694 | Time: 13282.9 ms [2022-04-09 22:18:28 main:574] : INFO : Epoch 1901 | loss: 0.0311551 | val_loss: 0.0311711 | Time: 13551.1 ms [2022-04-09 22:18:41 main:574] : INFO : Epoch 1902 | loss: 0.031155 | val_loss: 0.0311787 | Time: 12776.2 ms [2022-04-09 22:18:53 main:574] : INFO : Epoch 1903 | loss: 0.0311589 | val_loss: 0.0311856 | Time: 12506.5 ms [2022-04-09 22:19:06 main:574] : INFO : Epoch 1904 | loss: 0.0311612 | val_loss: 0.0311823 | Time: 12661.6 ms [2022-04-09 22:19:19 main:574] : INFO : Epoch 1905 | loss: 0.0311566 | val_loss: 0.0311721 | Time: 12974.3 ms [2022-04-09 22:19:31 main:574] : INFO : Epoch 1906 | loss: 0.0311544 | val_loss: 0.0311736 | Time: 12192.8 ms [2022-04-09 22:19:44 main:574] : INFO : Epoch 1907 | loss: 0.0311552 | val_loss: 0.0311709 | Time: 12339.9 ms [2022-04-09 22:19:56 main:574] : INFO : Epoch 1908 | loss: 0.0311559 | val_loss: 0.031171 | Time: 12818.9 ms [2022-04-09 22:20:09 main:574] : INFO : Epoch 1909 | loss: 0.0311558 | val_loss: 0.0311718 | Time: 12837.7 ms [2022-04-09 22:20:22 main:574] : INFO : Epoch 1910 | loss: 0.0311564 | val_loss: 0.0311761 | Time: 12853.8 ms [2022-04-09 22:20:35 main:574] : INFO : Epoch 1911 | loss: 0.0311569 | val_loss: 0.031176 | Time: 12703.1 ms [2022-04-09 22:20:47 main:574] : INFO : Epoch 1912 | loss: 0.0311552 | val_loss: 0.0311728 | Time: 12550.3 ms [2022-04-09 22:21:00 main:574] : INFO : Epoch 1913 | loss: 0.0311557 | val_loss: 0.0311742 | Time: 13058.1 ms [2022-04-09 22:21:13 main:574] : INFO : Epoch 1914 | loss: 0.0311549 | val_loss: 0.0311714 | Time: 12938.9 ms [2022-04-09 22:21:26 main:574] : INFO : Epoch 1915 | loss: 0.0311544 | val_loss: 0.0311775 | Time: 12760.9 ms [2022-04-09 22:21:39 main:574] : INFO : Epoch 1916 | loss: 0.0311634 | val_loss: 0.0311733 | Time: 12965.7 ms [2022-04-09 22:21:52 main:574] : INFO : Epoch 1917 | loss: 0.0311594 | val_loss: 0.0311697 | Time: 12857.2 ms [2022-04-09 22:22:05 main:574] : INFO : Epoch 1918 | loss: 0.0311578 | val_loss: 0.031169 | Time: 12915.5 ms [2022-04-09 22:22:18 main:574] : INFO : Epoch 1919 | loss: 0.0311564 | val_loss: 0.0311699 | Time: 12987 ms [2022-04-09 22:22:31 main:574] : INFO : Epoch 1920 | loss: 0.0311555 | val_loss: 0.0311683 | Time: 13133.9 ms [2022-04-09 22:22:44 main:574] : INFO : Epoch 1921 | loss: 0.0311556 | val_loss: 0.0311673 | Time: 12987.6 ms [2022-04-09 22:22:57 main:574] : INFO : Epoch 1922 | loss: 0.0311564 | val_loss: 0.0311676 | Time: 13304.5 ms [2022-04-09 22:23:11 main:574] : INFO : Epoch 1923 | loss: 0.031153 | val_loss: 0.0311697 | Time: 13340.9 ms [2022-04-09 22:23:24 main:574] : INFO : Epoch 1924 | loss: 0.0311523 | val_loss: 0.0311685 | Time: 12948 ms [2022-04-09 22:23:36 main:574] : INFO : Epoch 1925 | loss: 0.0311528 | val_loss: 0.0311676 | Time: 12610.3 ms [2022-04-09 22:23:49 main:574] : INFO : Epoch 1926 | loss: 0.0311519 | val_loss: 0.0311678 | Time: 12429.1 ms [2022-04-09 22:24:01 main:574] : INFO : Epoch 1927 | loss: 0.0311556 | val_loss: 0.0311682 | Time: 12174.9 ms [2022-04-09 22:24:14 main:574] : INFO : Epoch 1928 | loss: 0.0311558 | val_loss: 0.0311699 | Time: 12755.8 ms [2022-04-09 22:24:27 main:574] : INFO : Epoch 1929 | loss: 0.0311517 | val_loss: 0.0311678 | Time: 13117.5 ms [2022-04-09 22:24:39 main:574] : INFO : Epoch 1930 | loss: 0.0311521 | val_loss: 0.0311677 | Time: 12439.7 ms [2022-04-09 22:24:52 main:574] : INFO : Epoch 1931 | loss: 0.0311558 | val_loss: 0.0311732 | Time: 12765.7 ms [2022-04-09 22:25:05 main:574] : INFO : Epoch 1932 | loss: 0.0311552 | val_loss: 0.0311681 | Time: 12550.5 ms [2022-04-09 22:25:17 main:574] : INFO : Epoch 1933 | loss: 0.0311613 | val_loss: 0.0311704 | Time: 12687.9 ms [2022-04-09 22:25:30 main:574] : INFO : Epoch 1934 | loss: 0.0311564 | val_loss: 0.0311676 | Time: 12760.4 ms [2022-04-09 22:25:43 main:574] : INFO : Epoch 1935 | loss: 0.0311553 | val_loss: 0.0311672 | Time: 12836.2 ms [2022-04-09 22:25:55 main:574] : INFO : Epoch 1936 | loss: 0.0311554 | val_loss: 0.0311739 | Time: 12663.8 ms [2022-04-09 22:26:08 main:574] : INFO : Epoch 1937 | loss: 0.0311656 | val_loss: 0.0311747 | Time: 12671.5 ms [2022-04-09 22:26:21 main:574] : INFO : Epoch 1938 | loss: 0.031169 | val_loss: 0.0311689 | Time: 13269.7 ms [2022-04-09 22:26:34 main:574] : INFO : Epoch 1939 | loss: 0.0311662 | val_loss: 0.0311708 | Time: 12648.8 ms [2022-04-09 22:26:47 main:574] : INFO : Epoch 1940 | loss: 0.0311645 | val_loss: 0.031171 | Time: 13072.1 ms [2022-04-09 22:27:00 main:574] : INFO : Epoch 1941 | loss: 0.0311634 | val_loss: 0.0311682 | Time: 12952.5 ms [2022-04-09 22:27:13 main:574] : INFO : Epoch 1942 | loss: 0.0311622 | val_loss: 0.0311713 | Time: 12732.7 ms [2022-04-09 22:27:26 main:574] : INFO : Epoch 1943 | loss: 0.0311604 | val_loss: 0.0311698 | Time: 12637.8 ms [2022-04-09 22:27:38 main:574] : INFO : Epoch 1944 | loss: 0.031161 | val_loss: 0.0311739 | Time: 12904.4 ms [2022-04-09 22:27:52 main:574] : INFO : Epoch 1945 | loss: 0.0311628 | val_loss: 0.0311669 | Time: 13160.9 ms [2022-04-09 22:28:05 main:574] : INFO : Epoch 1946 | loss: 0.0311601 | val_loss: 0.0311684 | Time: 13130.6 ms [2022-04-09 22:28:17 main:574] : INFO : Epoch 1947 | loss: 0.0311583 | val_loss: 0.0311708 | Time: 11821.9 ms [2022-04-09 22:28:29 main:574] : INFO : Epoch 1948 | loss: 0.0311597 | val_loss: 0.0311684 | Time: 12683.8 ms [2022-04-09 22:28:42 main:574] : INFO : Epoch 1949 | loss: 0.0311597 | val_loss: 0.0311677 | Time: 12799 ms [2022-04-09 22:28:55 main:574] : INFO : Epoch 1950 | loss: 0.0311614 | val_loss: 0.0311702 | Time: 12701 ms [2022-04-09 22:29:08 main:574] : INFO : Epoch 1951 | loss: 0.0311617 | val_loss: 0.0311696 | Time: 12968.1 ms [2022-04-09 22:29:21 main:574] : INFO : Epoch 1952 | loss: 0.0311595 | val_loss: 0.0311689 | Time: 13091.6 ms [2022-04-09 22:29:34 main:574] : INFO : Epoch 1953 | loss: 0.0311592 | val_loss: 0.0311724 | Time: 12781 ms [2022-04-09 22:29:46 main:574] : INFO : Epoch 1954 | loss: 0.0311589 | val_loss: 0.0311679 | Time: 12559.6 ms [2022-04-09 22:29:59 main:574] : INFO : Epoch 1955 | loss: 0.0311594 | val_loss: 0.0311657 | Time: 13090.3 ms [2022-04-09 22:30:12 main:574] : INFO : Epoch 1956 | loss: 0.0311596 | val_loss: 0.0311668 | Time: 12809.3 ms [2022-04-09 22:30:25 main:574] : INFO : Epoch 1957 | loss: 0.0311613 | val_loss: 0.0311681 | Time: 12974.7 ms [2022-04-09 22:30:38 main:574] : INFO : Epoch 1958 | loss: 0.0311587 | val_loss: 0.0311687 | Time: 13160.2 ms [2022-04-09 22:30:51 main:574] : INFO : Epoch 1959 | loss: 0.0311602 | val_loss: 0.0311659 | Time: 12925.1 ms [2022-04-09 22:31:04 main:574] : INFO : Epoch 1960 | loss: 0.0311573 | val_loss: 0.0311667 | Time: 12591 ms [2022-04-09 22:31:17 main:574] : INFO : Epoch 1961 | loss: 0.0311562 | val_loss: 0.0311638 | Time: 13026 ms [2022-04-09 22:31:29 main:574] : INFO : Epoch 1962 | loss: 0.031158 | val_loss: 0.0311648 | Time: 12660.7 ms [2022-04-09 22:31:42 main:574] : INFO : Epoch 1963 | loss: 0.0311571 | val_loss: 0.0311647 | Time: 12647.4 ms [2022-04-09 22:31:55 main:574] : INFO : Epoch 1964 | loss: 0.0311576 | val_loss: 0.031166 | Time: 12802.4 ms [2022-04-09 22:32:07 main:574] : INFO : Epoch 1965 | loss: 0.0311606 | val_loss: 0.0311712 | Time: 12133.2 ms [2022-04-09 22:32:19 main:574] : INFO : Epoch 1966 | loss: 0.0311648 | val_loss: 0.0311693 | Time: 12321.2 ms [2022-04-09 22:32:32 main:574] : INFO : Epoch 1967 | loss: 0.0311634 | val_loss: 0.0311688 | Time: 13019.4 ms [2022-04-09 22:32:45 main:574] : INFO : Epoch 1968 | loss: 0.0311647 | val_loss: 0.0311719 | Time: 12297.3 ms [2022-04-09 22:32:57 main:574] : INFO : Epoch 1969 | loss: 0.0311634 | val_loss: 0.0311715 | Time: 12184.4 ms [2022-04-09 22:33:09 main:574] : INFO : Epoch 1970 | loss: 0.0311619 | val_loss: 0.0311688 | Time: 12344.6 ms [2022-04-09 22:33:22 main:574] : INFO : Epoch 1971 | loss: 0.0311606 | val_loss: 0.0311677 | Time: 12399 ms [2022-04-09 22:33:34 main:574] : INFO : Epoch 1972 | loss: 0.0311614 | val_loss: 0.0311697 | Time: 12583.1 ms [2022-04-09 22:33:47 main:574] : INFO : Epoch 1973 | loss: 0.0311591 | val_loss: 0.0311693 | Time: 12741.1 ms [2022-04-09 22:34:00 main:574] : INFO : Epoch 1974 | loss: 0.0311615 | val_loss: 0.0311672 | Time: 12556.3 ms [2022-04-09 22:34:12 main:574] : INFO : Epoch 1975 | loss: 0.0311601 | val_loss: 0.0311663 | Time: 12702.6 ms [2022-04-09 22:34:25 main:574] : INFO : Epoch 1976 | loss: 0.031159 | val_loss: 0.031167 | Time: 12361.9 ms [2022-04-09 22:34:37 main:574] : INFO : Epoch 1977 | loss: 0.0311584 | val_loss: 0.031166 | Time: 12775.5 ms [2022-04-09 22:34:50 main:574] : INFO : Epoch 1978 | loss: 0.0311579 | val_loss: 0.0311679 | Time: 12726.1 ms [2022-04-09 22:35:03 main:574] : INFO : Epoch 1979 | loss: 0.0311583 | val_loss: 0.0311676 | Time: 12701 ms [2022-04-09 22:35:15 main:574] : INFO : Epoch 1980 | loss: 0.0311575 | val_loss: 0.0311648 | Time: 12482.2 ms [2022-04-09 22:35:28 main:574] : INFO : Epoch 1981 | loss: 0.0311595 | val_loss: 0.0311644 | Time: 12384.4 ms [2022-04-09 22:35:40 main:574] : INFO : Epoch 1982 | loss: 0.0311603 | val_loss: 0.0311641 | Time: 12525 ms [2022-04-09 22:35:53 main:574] : INFO : Epoch 1983 | loss: 0.031157 | val_loss: 0.031165 | Time: 12673 ms [2022-04-09 22:36:05 main:574] : INFO : Epoch 1984 | loss: 0.0311575 | val_loss: 0.0311645 | Time: 11805 ms [2022-04-09 22:36:17 main:574] : INFO : Epoch 1985 | loss: 0.0311597 | val_loss: 0.0311658 | Time: 12158.9 ms [2022-04-09 22:36:29 main:574] : INFO : Epoch 1986 | loss: 0.0311586 | val_loss: 0.0311679 | Time: 11864.8 ms [2022-04-09 22:36:40 main:574] : INFO : Epoch 1987 | loss: 0.031158 | val_loss: 0.0311639 | Time: 11439.3 ms [2022-04-09 22:36:50 main:574] : INFO : Epoch 1988 | loss: 0.0311588 | val_loss: 0.0311662 | Time: 9301.9 ms [2022-04-09 22:37:01 main:574] : INFO : Epoch 1989 | loss: 0.03116 | val_loss: 0.031167 | Time: 11439.5 ms [2022-04-09 22:37:13 main:574] : INFO : Epoch 1990 | loss: 0.0311583 | val_loss: 0.0311655 | Time: 12289.6 ms [2022-04-09 22:37:25 main:574] : INFO : Epoch 1991 | loss: 0.0311665 | val_loss: 0.0311815 | Time: 11916.2 ms [2022-04-09 22:37:36 main:574] : INFO : Epoch 1992 | loss: 0.0311675 | val_loss: 0.031175 | Time: 10353 ms [2022-04-09 22:37:45 main:574] : INFO : Epoch 1993 | loss: 0.0311652 | val_loss: 0.0311724 | Time: 9695.86 ms [2022-04-09 22:37:55 main:574] : INFO : Epoch 1994 | loss: 0.031161 | val_loss: 0.0311709 | Time: 9457.02 ms [2022-04-09 22:38:05 main:574] : INFO : Epoch 1995 | loss: 0.0311609 | val_loss: 0.0311693 | Time: 9748.93 ms [2022-04-09 22:38:14 main:574] : INFO : Epoch 1996 | loss: 0.0311592 | val_loss: 0.0311731 | Time: 9116.4 ms [2022-04-09 22:38:23 main:574] : INFO : Epoch 1997 | loss: 0.0311617 | val_loss: 0.0311746 | Time: 9143.23 ms [2022-04-09 22:38:32 main:574] : INFO : Epoch 1998 | loss: 0.0311632 | val_loss: 0.0311723 | Time: 8762.47 ms [2022-04-09 22:38:40 main:574] : INFO : Epoch 1999 | loss: 0.0311594 | val_loss: 0.0311722 | Time: 8740.48 ms [2022-04-09 22:38:49 main:574] : INFO : Epoch 2000 | loss: 0.03116 | val_loss: 0.0311715 | Time: 9075.62 ms [2022-04-09 22:38:58 main:574] : INFO : Epoch 2001 | loss: 0.0311574 | val_loss: 0.0311696 | Time: 9032.39 ms [2022-04-09 22:39:07 main:574] : INFO : Epoch 2002 | loss: 0.0311563 | val_loss: 0.0311694 | Time: 8713.36 ms [2022-04-09 22:39:16 main:574] : INFO : Epoch 2003 | loss: 0.0311554 | val_loss: 0.0311695 | Time: 8916.67 ms [2022-04-09 22:39:25 main:574] : INFO : Epoch 2004 | loss: 0.0311545 | val_loss: 0.0311711 | Time: 8980.37 ms [2022-04-09 22:39:34 main:574] : INFO : Epoch 2005 | loss: 0.0311563 | val_loss: 0.0311735 | Time: 8837.11 ms [2022-04-09 22:39:43 main:574] : INFO : Epoch 2006 | loss: 0.0311586 | val_loss: 0.0311701 | Time: 9044.95 ms [2022-04-09 22:39:52 main:574] : INFO : Epoch 2007 | loss: 0.0311528 | val_loss: 0.0311711 | Time: 9020.61 ms [2022-04-09 22:40:01 main:574] : INFO : Epoch 2008 | loss: 0.0311537 | val_loss: 0.0311698 | Time: 9029.05 ms [2022-04-09 22:40:10 main:574] : INFO : Epoch 2009 | loss: 0.0311534 | val_loss: 0.0311699 | Time: 8971.29 ms [2022-04-09 22:40:19 main:574] : INFO : Epoch 2010 | loss: 0.0311532 | val_loss: 0.0311679 | Time: 9211.13 ms [2022-04-09 22:40:28 main:574] : INFO : Epoch 2011 | loss: 0.0311525 | val_loss: 0.0311698 | Time: 9188.17 ms [2022-04-09 22:40:38 main:574] : INFO : Epoch 2012 | loss: 0.0311513 | val_loss: 0.0311669 | Time: 9146.56 ms [2022-04-09 22:40:46 main:574] : INFO : Epoch 2013 | loss: 0.0311516 | val_loss: 0.0311699 | Time: 8902.26 ms [2022-04-09 22:40:55 main:574] : INFO : Epoch 2014 | loss: 0.0311532 | val_loss: 0.0311661 | Time: 8889.51 ms [2022-04-09 22:41:04 main:574] : INFO : Epoch 2015 | loss: 0.0311529 | val_loss: 0.031166 | Time: 9029.08 ms [2022-04-09 22:41:13 main:574] : INFO : Epoch 2016 | loss: 0.0311526 | val_loss: 0.0311694 | Time: 9002.41 ms [2022-04-09 22:41:22 main:574] : INFO : Epoch 2017 | loss: 0.0311535 | val_loss: 0.0311686 | Time: 9018.06 ms [2022-04-09 22:41:31 main:574] : INFO : Epoch 2018 | loss: 0.0311514 | val_loss: 0.0311682 | Time: 9003.37 ms [2022-04-09 22:41:40 main:574] : INFO : Epoch 2019 | loss: 0.0311511 | val_loss: 0.0311673 | Time: 8960.6 ms [2022-04-09 22:41:49 main:574] : INFO : Epoch 2020 | loss: 0.0311524 | val_loss: 0.0311652 | Time: 8834.52 ms [2022-04-09 22:41:58 main:574] : INFO : Epoch 2021 | loss: 0.0311504 | val_loss: 0.0311646 | Time: 9166.84 ms [2022-04-09 22:42:07 main:574] : INFO : Epoch 2022 | loss: 0.031151 | val_loss: 0.0311669 | Time: 8915.65 ms [2022-04-09 22:42:16 main:574] : INFO : Epoch 2023 | loss: 0.0311545 | val_loss: 0.0311685 | Time: 8926.06 ms [2022-04-09 22:42:25 main:574] : INFO : Epoch 2024 | loss: 0.0311509 | val_loss: 0.0311672 | Time: 9126.43 ms [2022-04-09 22:42:35 main:574] : INFO : Epoch 2025 | loss: 0.0311522 | val_loss: 0.0311646 | Time: 9311.29 ms [2022-04-09 22:42:44 main:574] : INFO : Epoch 2026 | loss: 0.031153 | val_loss: 0.0311637 | Time: 9051.54 ms [2022-04-09 22:42:53 main:574] : INFO : Epoch 2027 | loss: 0.0311544 | val_loss: 0.0311649 | Time: 9158.01 ms [2022-04-09 22:43:02 main:574] : INFO : Epoch 2028 | loss: 0.0311577 | val_loss: 0.0311664 | Time: 9483.13 ms [2022-04-09 22:43:12 main:574] : INFO : Epoch 2029 | loss: 0.0311585 | val_loss: 0.0311674 | Time: 9444.13 ms [2022-04-09 22:43:21 main:574] : INFO : Epoch 2030 | loss: 0.0311541 | val_loss: 0.0311661 | Time: 9136.86 ms [2022-04-09 22:43:30 main:574] : INFO : Epoch 2031 | loss: 0.0311573 | val_loss: 0.0311667 | Time: 9397.44 ms [2022-04-09 22:43:41 main:574] : INFO : Epoch 2032 | loss: 0.0311579 | val_loss: 0.0311674 | Time: 10167.6 ms [2022-04-09 22:43:51 main:574] : INFO : Epoch 2033 | loss: 0.031156 | val_loss: 0.0311644 | Time: 10131.4 ms [2022-04-09 22:44:01 main:574] : INFO : Epoch 2034 | loss: 0.0311547 | val_loss: 0.0311611 | Time: 9934.51 ms [2022-04-09 22:44:11 main:574] : INFO : Epoch 2035 | loss: 0.031153 | val_loss: 0.0311626 | Time: 9947.2 ms [2022-04-09 22:44:20 main:574] : INFO : Epoch 2036 | loss: 0.0311528 | val_loss: 0.0311625 | Time: 9822.61 ms [2022-04-09 22:44:30 main:574] : INFO : Epoch 2037 | loss: 0.0311526 | val_loss: 0.0311635 | Time: 9738.51 ms [2022-04-09 22:44:40 main:574] : INFO : Epoch 2038 | loss: 0.0311521 | val_loss: 0.0311656 | Time: 9726.53 ms [2022-04-09 22:44:50 main:574] : INFO : Epoch 2039 | loss: 0.0311517 | val_loss: 0.0311615 | Time: 9852.51 ms [2022-04-09 22:45:00 main:574] : INFO : Epoch 2040 | loss: 0.0311513 | val_loss: 0.0311668 | Time: 9997.48 ms [2022-04-09 22:45:10 main:574] : INFO : Epoch 2041 | loss: 0.0311526 | val_loss: 0.0311679 | Time: 10034.7 ms [2022-04-09 22:45:19 main:574] : INFO : Epoch 2042 | loss: 0.0311499 | val_loss: 0.031161 | Time: 9616.69 ms [2022-04-09 22:45:29 main:574] : INFO : Epoch 2043 | loss: 0.0311482 | val_loss: 0.0311628 | Time: 9757.59 ms [2022-04-09 22:45:39 main:574] : INFO : Epoch 2044 | loss: 0.0311499 | val_loss: 0.0311638 | Time: 9873.4 ms [2022-04-09 22:45:49 main:574] : INFO : Epoch 2045 | loss: 0.0311499 | val_loss: 0.0311622 | Time: 9812.16 ms [2022-04-09 22:45:59 main:574] : INFO : Epoch 2046 | loss: 0.0311491 | val_loss: 0.031163 | Time: 9869.9 ms [2022-04-09 22:46:09 main:574] : INFO : Epoch 2047 | loss: 0.0311513 | val_loss: 0.0311642 | Time: 9915.11 ms [2022-04-09 22:46:19 main:574] : INFO : Epoch 2048 | loss: 0.0311517 | val_loss: 0.0311667 | Time: 9997.83 ms [2022-04-09 22:46:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311667 [2022-04-09 22:46:19 main:603] : INFO : Saving end state to config to file [2022-04-09 22:46:19 main:608] : INFO : Success, exiting.. 22:46:19 (9812): 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)