Task 14133773
| Name | ParityModified-1645992925-27619-2-0_7 |
| Workunit | 9594286 |
| Created | 31 Mar 2022, 9:50:43 UTC |
| Sent | 31 Mar 2022, 10:15:22 UTC |
| Report deadline | 8 Apr 2022, 10:15:22 UTC |
| Received | 2 Apr 2022, 17:06:49 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13970 |
| Run time | 2 days 5 hours 44 min 41 sec |
| CPU time | 10 hours 59 min 42 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 1,168.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.61 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 11686 | Time: 44346.7 ms [2022-04-02 05:39:46 main:574] : INFO : Epoch 1542 | loss: 0.0311502 | val_loss: 0.0311681 | Time: 44181 ms [2022-04-02 05:40:32 main:574] : INFO : Epoch 1543 | loss: 0.0311512 | val_loss: 0.0311624 | Time: 44960.2 ms [2022-04-02 05:41:20 main:574] : INFO : Epoch 1544 | loss: 0.0311494 | val_loss: 0.031164 | Time: 48003.6 ms [2022-04-02 05:42:04 main:574] : INFO : Epoch 1545 | loss: 0.0311507 | val_loss: 0.0311664 | Time: 44290 ms [2022-04-02 05:42:51 main:574] : INFO : Epoch 1546 | loss: 0.0311502 | val_loss: 0.0311665 | Time: 47044.9 ms [2022-04-02 05:43:36 main:574] : INFO : Epoch 1547 | loss: 0.0311476 | val_loss: 0.0311634 | Time: 44311.1 ms [2022-04-02 05:44:20 main:574] : INFO : Epoch 1548 | loss: 0.0311477 | val_loss: 0.0311633 | Time: 44282.5 ms [2022-04-02 05:45:07 main:574] : INFO : Epoch 1549 | loss: 0.0311482 | val_loss: 0.0311686 | Time: 46539.7 ms [2022-04-02 05:45:51 main:574] : INFO : Epoch 1550 | loss: 0.031145 | val_loss: 0.031164 | Time: 44274.6 ms [2022-04-02 05:46:35 main:574] : INFO : Epoch 1551 | loss: 0.0311447 | val_loss: 0.0311636 | Time: 44210 ms [2022-04-02 05:47:20 main:574] : INFO : Epoch 1552 | loss: 0.0311501 | val_loss: 0.0311666 | Time: 44848.5 ms [2022-04-02 05:48:08 main:574] : INFO : Epoch 1553 | loss: 0.0311508 | val_loss: 0.0311637 | Time: 47374.6 ms [2022-04-02 05:48:52 main:574] : INFO : Epoch 1554 | loss: 0.0311474 | val_loss: 0.0311646 | Time: 44143.6 ms [2022-04-02 05:49:36 main:574] : INFO : Epoch 1555 | loss: 0.0311455 | val_loss: 0.0311637 | Time: 44264.1 ms [2022-04-02 05:50:25 main:574] : INFO : Epoch 1556 | loss: 0.0311493 | val_loss: 0.0311675 | Time: 48149.2 ms [2022-04-02 05:51:09 main:574] : INFO : Epoch 1557 | loss: 0.0311545 | val_loss: 0.0311672 | Time: 44238.8 ms [2022-04-02 05:51:53 main:574] : INFO : Epoch 1558 | loss: 0.0311533 | val_loss: 0.0311655 | Time: 44086.9 ms [2022-04-02 05:52:42 main:574] : INFO : Epoch 1559 | loss: 0.0311524 | val_loss: 0.0311674 | Time: 48132.5 ms [2022-04-02 05:53:26 main:574] : INFO : Epoch 1560 | loss: 0.0311497 | val_loss: 0.0311634 | Time: 44392.1 ms [2022-04-02 05:54:11 main:574] : INFO : Epoch 1561 | loss: 0.0311483 | val_loss: 0.0311647 | Time: 44365.4 ms [2022-04-02 05:55:02 main:574] : INFO : Epoch 1562 | loss: 0.0311471 | val_loss: 0.0311642 | Time: 51013.4 ms [2022-04-02 05:55:46 main:574] : INFO : Epoch 1563 | loss: 0.0311476 | val_loss: 0.0311644 | Time: 44288.1 ms [2022-04-02 05:56:31 main:574] : INFO : Epoch 1564 | loss: 0.0311452 | val_loss: 0.0311677 | Time: 44172.8 ms [2022-04-02 05:57:18 main:574] : INFO : Epoch 1565 | loss: 0.0311452 | val_loss: 0.0311633 | Time: 47354.8 ms [2022-04-02 05:58:02 main:574] : INFO : Epoch 1566 | loss: 0.0311458 | val_loss: 0.0311676 | Time: 44229.6 ms [2022-04-02 05:58:49 main:574] : INFO : Epoch 1567 | loss: 0.0311459 | val_loss: 0.0311678 | Time: 46882.9 ms [2022-04-02 05:59:34 main:574] : INFO : Epoch 1568 | loss: 0.0311465 | val_loss: 0.0311691 | Time: 44197 ms [2022-04-02 06:00:18 main:574] : INFO : Epoch 1569 | loss: 0.0311454 | val_loss: 0.0311659 | Time: 44260 ms [2022-04-02 06:01:06 main:574] : INFO : Epoch 1570 | loss: 0.0311448 | val_loss: 0.0311674 | Time: 48150.9 ms [2022-04-02 06:01:51 main:574] : INFO : Epoch 1571 | loss: 0.0311433 | val_loss: 0.0311709 | Time: 44224 ms [2022-04-02 06:02:35 main:574] : INFO : Epoch 1572 | loss: 0.0311412 | val_loss: 0.0311697 | Time: 44296.2 ms [2022-04-02 06:03:22 main:574] : INFO : Epoch 1573 | loss: 0.0311418 | val_loss: 0.0311725 | Time: 47021.7 ms [2022-04-02 06:04:06 main:574] : INFO : Epoch 1574 | loss: 0.0311423 | val_loss: 0.0311687 | Time: 44056.6 ms [2022-04-02 06:04:51 main:574] : INFO : Epoch 1575 | loss: 0.0311437 | val_loss: 0.0311707 | Time: 44206.7 ms [2022-04-02 06:05:38 main:574] : INFO : Epoch 1576 | loss: 0.0311423 | val_loss: 0.0311681 | Time: 47278.2 ms [2022-04-02 06:06:22 main:574] : INFO : Epoch 1577 | loss: 0.0311415 | val_loss: 0.0311684 | Time: 44315.7 ms [2022-04-02 06:07:07 main:574] : INFO : Epoch 1578 | loss: 0.0311415 | val_loss: 0.0311713 | Time: 44180.3 ms [2022-04-02 06:07:55 main:574] : INFO : Epoch 1579 | loss: 0.0311412 | val_loss: 0.0311681 | Time: 47814.8 ms [2022-04-02 06:08:39 main:574] : INFO : Epoch 1580 | loss: 0.0311413 | val_loss: 0.0311689 | Time: 44187.6 ms [2022-04-02 06:09:23 main:574] : INFO : Epoch 1581 | loss: 0.0311423 | val_loss: 0.0311702 | Time: 44269 ms [2022-04-02 06:10:08 main:574] : INFO : Epoch 1582 | loss: 0.0311391 | val_loss: 0.0311698 | Time: 44159.9 ms [2022-04-02 06:10:56 main:574] : INFO : Epoch 1583 | loss: 0.031142 | val_loss: 0.031168 | Time: 48293.7 ms [2022-04-02 06:11:41 main:574] : INFO : Epoch 1584 | loss: 0.0311421 | val_loss: 0.0311634 | Time: 44759.3 ms [2022-04-02 06:12:28 main:574] : INFO : Epoch 1585 | loss: 0.0311429 | val_loss: 0.0311728 | Time: 47482.8 ms [2022-04-02 06:13:13 main:574] : INFO : Epoch 1586 | loss: 0.0311407 | val_loss: 0.0311661 | Time: 44167.5 ms [2022-04-02 06:13:57 main:574] : INFO : Epoch 1587 | loss: 0.0311431 | val_loss: 0.0311687 | Time: 44098.9 ms [2022-04-02 06:14:45 main:574] : INFO : Epoch 1588 | loss: 0.0311464 | val_loss: 0.0311683 | Time: 48017.3 ms [2022-04-02 06:15:30 main:574] : INFO : Epoch 1589 | loss: 0.0311449 | val_loss: 0.0311696 | Time: 45038.9 ms [2022-04-02 06:16:19 main:574] : INFO : Epoch 1590 | loss: 0.0311425 | val_loss: 0.0311672 | Time: 48295.2 ms [2022-04-02 06:17:03 main:574] : INFO : Epoch 1591 | loss: 0.031142 | val_loss: 0.0311682 | Time: 44330.3 ms [2022-04-02 06:17:48 main:574] : INFO : Epoch 1592 | loss: 0.0311425 | val_loss: 0.0311643 | Time: 44290.2 ms [2022-04-02 06:18:34 main:574] : INFO : Epoch 1593 | loss: 0.0311458 | val_loss: 0.0311727 | Time: 46734.7 ms [2022-04-02 06:19:19 main:574] : INFO : Epoch 1594 | loss: 0.0311475 | val_loss: 0.0311654 | Time: 44262.4 ms [2022-04-02 06:20:03 main:574] : INFO : Epoch 1595 | loss: 0.0311426 | val_loss: 0.0311664 | Time: 44209.1 ms [2022-04-02 06:20:48 main:574] : INFO : Epoch 1596 | loss: 0.0311411 | val_loss: 0.0311638 | Time: 44305.4 ms [2022-04-02 06:21:35 main:574] : INFO : Epoch 1597 | loss: 0.0311397 | val_loss: 0.0311651 | Time: 46814.2 ms [2022-04-02 06:22:19 main:574] : INFO : Epoch 1598 | loss: 0.0311398 | val_loss: 0.031164 | Time: 44464.3 ms [2022-04-02 06:23:04 main:574] : INFO : Epoch 1599 | loss: 0.0311388 | val_loss: 0.031165 | Time: 44250.7 ms [2022-04-02 06:23:48 main:574] : INFO : Epoch 1600 | loss: 0.0311389 | val_loss: 0.031165 | Time: 44260.6 ms [2022-04-02 06:24:40 main:574] : INFO : Epoch 1601 | loss: 0.0311418 | val_loss: 0.0311673 | Time: 51712.2 ms [2022-04-02 06:25:27 main:574] : INFO : Epoch 1602 | loss: 0.0311437 | val_loss: 0.0311672 | Time: 47303.1 ms [2022-04-02 06:26:12 main:574] : INFO : Epoch 1603 | loss: 0.0311405 | val_loss: 0.0311654 | Time: 44243.7 ms [2022-04-02 06:26:59 main:574] : INFO : Epoch 1604 | loss: 0.0311382 | val_loss: 0.0311661 | Time: 47499.2 ms [2022-04-02 06:27:44 main:574] : INFO : Epoch 1605 | loss: 0.0311384 | val_loss: 0.0311652 | Time: 44174.6 ms [2022-04-02 06:28:32 main:574] : INFO : Epoch 1606 | loss: 0.0311431 | val_loss: 0.0311628 | Time: 48184.6 ms [2022-04-02 06:29:16 main:574] : INFO : Epoch 1607 | loss: 0.0311414 | val_loss: 0.0311662 | Time: 44262.4 ms [2022-04-02 06:30:00 main:574] : INFO : Epoch 1608 | loss: 0.0311383 | val_loss: 0.0311672 | Time: 44102.7 ms [2022-04-02 06:30:48 main:574] : INFO : Epoch 1609 | loss: 0.0311394 | val_loss: 0.0311602 | Time: 47422.9 ms [2022-04-02 06:31:32 main:574] : INFO : Epoch 1610 | loss: 0.0311376 | val_loss: 0.0311675 | Time: 44364.2 ms [2022-04-02 06:32:17 main:574] : INFO : Epoch 1611 | loss: 0.0311373 | val_loss: 0.031167 | Time: 44182.2 ms [2022-04-02 06:33:05 main:574] : INFO : Epoch 1612 | loss: 0.0311373 | val_loss: 0.0311658 | Time: 48309.9 ms [2022-04-02 06:33:49 main:574] : INFO : Epoch 1613 | loss: 0.0311359 | val_loss: 0.031167 | Time: 44342.1 ms [2022-04-02 06:34:33 main:574] : INFO : Epoch 1614 | loss: 0.0311362 | val_loss: 0.0311621 | Time: 43929.7 ms [2022-04-02 06:35:21 main:574] : INFO : Epoch 1615 | loss: 0.0311371 | val_loss: 0.031162 | Time: 47650.2 ms [2022-04-02 06:36:12 main:574] : INFO : Epoch 1616 | loss: 0.031136 | val_loss: 0.0311637 | Time: 51144.3 ms [2022-04-02 06:36:57 main:574] : INFO : Epoch 1617 | loss: 0.0311376 | val_loss: 0.0311644 | Time: 44348.4 ms [2022-04-02 06:37:45 main:574] : INFO : Epoch 1618 | loss: 0.0311399 | val_loss: 0.0311638 | Time: 47603 ms [2022-04-02 06:38:29 main:574] : INFO : Epoch 1619 | loss: 0.0311377 | val_loss: 0.0311622 | Time: 44084.8 ms [2022-04-02 06:39:13 main:574] : INFO : Epoch 1620 | loss: 0.0311368 | val_loss: 0.0311652 | Time: 44251.7 ms [2022-04-02 06:39:58 main:574] : INFO : Epoch 1621 | loss: 0.0311431 | val_loss: 0.0311608 | Time: 44489.6 ms [2022-04-02 06:40:45 main:574] : INFO : Epoch 1622 | loss: 0.031143 | val_loss: 0.0311621 | Time: 47524.8 ms [2022-04-02 06:41:30 main:574] : INFO : Epoch 1623 | loss: 0.0311416 | val_loss: 0.0311666 | Time: 44279.9 ms [2022-04-02 06:42:18 main:574] : INFO : Epoch 1624 | loss: 0.0311422 | val_loss: 0.0311766 | Time: 47625.3 ms [2022-04-02 06:43:02 main:574] : INFO : Epoch 1625 | loss: 0.0311409 | val_loss: 0.0311684 | Time: 44353.6 ms [2022-04-02 06:43:46 main:574] : INFO : Epoch 1626 | loss: 0.0311407 | val_loss: 0.0311683 | Time: 44179.6 ms [2022-04-02 06:44:35 main:574] : INFO : Epoch 1627 | loss: 0.0311398 | val_loss: 0.0311645 | Time: 47994.2 ms [2022-04-02 06:45:19 main:574] : INFO : Epoch 1628 | loss: 0.0311465 | val_loss: 0.0311653 | Time: 44213 ms [2022-04-02 06:46:07 main:574] : INFO : Epoch 1629 | loss: 0.031166 | val_loss: 0.0311737 | Time: 48148.9 ms [2022-04-02 06:46:52 main:574] : INFO : Epoch 1630 | loss: 0.0311757 | val_loss: 0.0311801 | Time: 44488.1 ms [2022-04-02 06:47:36 main:574] : INFO : Epoch 1631 | loss: 0.031174 | val_loss: 0.0311728 | Time: 44274.1 ms [2022-04-02 06:48:20 main:574] : INFO : Epoch 1632 | loss: 0.0311726 | val_loss: 0.0311733 | Time: 44168 ms [2022-04-02 06:49:07 main:574] : INFO : Epoch 1633 | loss: 0.0311695 | val_loss: 0.0311732 | Time: 46667.8 ms [2022-04-02 06:49:51 main:574] : INFO : Epoch 1634 | loss: 0.0311675 | val_loss: 0.0311721 | Time: 44270.2 ms [2022-04-02 06:50:36 main:574] : INFO : Epoch 1635 | loss: 0.0311669 | val_loss: 0.0311736 | Time: 44564.8 ms [2022-04-02 06:51:24 main:574] : INFO : Epoch 1636 | loss: 0.0311654 | val_loss: 0.0311745 | Time: 48252.7 ms [2022-04-02 06:52:09 main:574] : INFO : Epoch 1637 | loss: 0.0311687 | val_loss: 0.0311718 | Time: 44486.1 ms [2022-04-02 06:52:53 main:574] : INFO : Epoch 1638 | loss: 0.0311682 | val_loss: 0.0311721 | Time: 44045.9 ms [2022-04-02 06:53:37 main:574] : INFO : Epoch 1639 | loss: 0.0311676 | val_loss: 0.0311757 | Time: 44188.8 ms [2022-04-02 06:54:28 main:574] : INFO : Epoch 1640 | loss: 0.031169 | val_loss: 0.0311817 | Time: 50479.8 ms [2022-04-02 06:55:12 main:574] : INFO : Epoch 1641 | loss: 0.0311678 | val_loss: 0.031175 | Time: 44204.9 ms [2022-04-02 06:56:00 main:574] : INFO : Epoch 1642 | loss: 0.0311667 | val_loss: 0.0311738 | Time: 47667.4 ms [2022-04-02 06:56:44 main:574] : INFO : Epoch 1643 | loss: 0.031166 | val_loss: 0.0311741 | Time: 44272.1 ms [2022-04-02 06:57:29 main:574] : INFO : Epoch 1644 | loss: 0.0311654 | val_loss: 0.0311735 | Time: 44263.2 ms [2022-04-02 06:58:16 main:574] : INFO : Epoch 1645 | loss: 0.0311655 | val_loss: 0.0311713 | Time: 47370.3 ms [2022-04-02 06:59:01 main:574] : INFO : Epoch 1646 | loss: 0.031166 | val_loss: 0.0311722 | Time: 44822.6 ms [2022-04-02 06:59:48 main:574] : INFO : Epoch 1647 | loss: 0.0311651 | val_loss: 0.0311722 | Time: 46645.1 ms [2022-04-02 07:00:33 main:574] : INFO : Epoch 1648 | loss: 0.0311654 | val_loss: 0.0311721 | Time: 44369.9 ms [2022-04-02 07:01:20 main:574] : INFO : Epoch 1649 | loss: 0.0311669 | val_loss: 0.0311813 | Time: 47588.8 ms [2022-04-02 07:02:04 main:574] : INFO : Epoch 1650 | loss: 0.0311694 | val_loss: 0.0311749 | Time: 44131 ms [2022-04-02 07:02:49 main:574] : INFO : Epoch 1651 | loss: 0.0311674 | val_loss: 0.0311734 | Time: 44143.2 ms [2022-04-02 07:03:33 main:574] : INFO : Epoch 1652 | loss: 0.0311655 | val_loss: 0.0311761 | Time: 44195 ms [2022-04-02 07:04:20 main:574] : INFO : Epoch 1653 | loss: 0.0311647 | val_loss: 0.0311733 | Time: 46877.8 ms [2022-04-02 07:05:04 main:574] : INFO : Epoch 1654 | loss: 0.031165 | val_loss: 0.0311715 | Time: 44214.5 ms [2022-04-02 07:05:52 main:574] : INFO : Epoch 1655 | loss: 0.0311648 | val_loss: 0.0311771 | Time: 47354.4 ms [2022-04-02 07:06:36 main:574] : INFO : Epoch 1656 | loss: 0.0311629 | val_loss: 0.0311738 | Time: 44345.3 ms [2022-04-02 07:07:21 main:574] : INFO : Epoch 1657 | loss: 0.031162 | val_loss: 0.03117 | Time: 44205.2 ms [2022-04-02 07:08:05 main:574] : INFO : Epoch 1658 | loss: 0.0311605 | val_loss: 0.0311718 | Time: 44163.4 ms [2022-04-02 07:08:51 main:574] : INFO : Epoch 1659 | loss: 0.0311644 | val_loss: 0.0311708 | Time: 46563.9 ms [2022-04-02 07:09:36 main:574] : INFO : Epoch 1660 | loss: 0.0311641 | val_loss: 0.0311704 | Time: 44256.6 ms [2022-04-02 07:10:23 main:574] : INFO : Epoch 1661 | loss: 0.0311621 | val_loss: 0.0311712 | Time: 47149.7 ms [2022-04-02 07:11:07 main:574] : INFO : Epoch 1662 | loss: 0.031162 | val_loss: 0.0311688 | Time: 44147.1 ms [2022-04-02 07:11:53 main:574] : INFO : Epoch 1663 | loss: 0.0311647 | val_loss: 0.031168 | Time: 45420.7 ms [2022-04-02 07:12:41 main:574] : INFO : Epoch 1664 | loss: 0.0311632 | val_loss: 0.0311684 | Time: 48333.6 ms [2022-04-02 07:13:26 main:574] : INFO : Epoch 1665 | loss: 0.0311623 | val_loss: 0.0311673 | Time: 44394.1 ms [2022-04-02 07:14:13 main:574] : INFO : Epoch 1666 | loss: 0.0311611 | val_loss: 0.0311674 | Time: 47237.4 ms [2022-04-02 07:14:57 main:574] : INFO : Epoch 1667 | loss: 0.0311601 | val_loss: 0.0311669 | Time: 44143.9 ms [2022-04-02 07:15:43 main:574] : INFO : Epoch 1668 | loss: 0.0311629 | val_loss: 0.0311765 | Time: 45073.5 ms [2022-04-02 07:16:30 main:574] : INFO : Epoch 1669 | loss: 0.0311607 | val_loss: 0.0311716 | Time: 47297.8 ms [2022-04-02 07:17:14 main:574] : INFO : Epoch 1670 | loss: 0.0311589 | val_loss: 0.0311673 | Time: 44147 ms [2022-04-02 07:18:01 main:574] : INFO : Epoch 1671 | loss: 0.0311574 | val_loss: 0.0311681 | Time: 47008 ms [2022-04-02 07:18:46 main:574] : INFO : Epoch 1672 | loss: 0.0311574 | val_loss: 0.031168 | Time: 44236.7 ms [2022-04-02 07:19:33 main:574] : INFO : Epoch 1673 | loss: 0.0311573 | val_loss: 0.0311708 | Time: 47285.6 ms [2022-04-02 07:20:20 main:574] : INFO : Epoch 1674 | loss: 0.031159 | val_loss: 0.0311675 | Time: 46555.9 ms [2022-04-02 07:21:08 main:574] : INFO : Epoch 1675 | loss: 0.0311557 | val_loss: 0.0311678 | Time: 48334.9 ms [2022-04-02 07:21:53 main:574] : INFO : Epoch 1676 | loss: 0.0311562 | val_loss: 0.0311702 | Time: 44130.6 ms [2022-04-02 07:22:37 main:574] : INFO : Epoch 1677 | loss: 0.0311572 | val_loss: 0.0311685 | Time: 44228 ms [2022-04-02 07:23:21 main:574] : INFO : Epoch 1678 | loss: 0.0311562 | val_loss: 0.0311708 | Time: 44337 ms [2022-04-02 07:24:16 main:574] : INFO : Epoch 1679 | loss: 0.0311564 | val_loss: 0.0311692 | Time: 54398.3 ms [2022-04-02 07:25:00 main:574] : INFO : Epoch 1680 | loss: 0.0311566 | val_loss: 0.0311687 | Time: 44146.8 ms [2022-04-02 07:25:49 main:574] : INFO : Epoch 1681 | loss: 0.031157 | val_loss: 0.0311691 | Time: 48474.6 ms [2022-04-02 07:26:33 main:574] : INFO : Epoch 1682 | loss: 0.0311589 | val_loss: 0.0311732 | Time: 44405.6 ms [2022-04-02 07:27:21 main:574] : INFO : Epoch 1683 | loss: 0.0311572 | val_loss: 0.0311739 | Time: 47892.6 ms [2022-04-02 07:28:09 main:574] : INFO : Epoch 1684 | loss: 0.0311564 | val_loss: 0.0311679 | Time: 47280.1 ms [2022-04-02 07:28:53 main:574] : INFO : Epoch 1685 | loss: 0.0311605 | val_loss: 0.03117 | Time: 44261.4 ms [2022-04-02 07:29:37 main:574] : INFO : Epoch 1686 | loss: 0.0311662 | val_loss: 0.0311761 | Time: 44296.5 ms [2022-04-02 07:30:24 main:574] : INFO : Epoch 1687 | loss: 0.0311678 | val_loss: 0.0311782 | Time: 46908.2 ms [2022-04-02 07:31:09 main:574] : INFO : Epoch 1688 | loss: 0.0315947 | val_loss: 0.032985 | Time: 44209.5 ms [2022-04-02 07:31:56 main:574] : INFO : Epoch 1689 | loss: 0.037883 | val_loss: 0.0317455 | Time: 47085.1 ms [2022-04-02 07:32:40 main:574] : INFO : Epoch 1690 | loss: 0.0323306 | val_loss: 0.0313813 | Time: 44249.6 ms [2022-04-02 07:33:25 main:574] : INFO : Epoch 1691 | loss: 0.0313473 | val_loss: 0.0312687 | Time: 44169.2 ms [2022-04-02 07:34:13 main:574] : INFO : Epoch 1692 | loss: 0.0312663 | val_loss: 0.0312588 | Time: 47814 ms [2022-04-02 07:34:57 main:574] : INFO : Epoch 1693 | loss: 0.0312534 | val_loss: 0.0312485 | Time: 44171.2 ms [2022-04-02 07:35:45 main:574] : INFO : Epoch 1694 | loss: 0.0312478 | val_loss: 0.0312459 | Time: 48362.5 ms [2022-04-02 07:36:37 main:574] : INFO : Epoch 1695 | loss: 0.0312454 | val_loss: 0.0312435 | Time: 51606.5 ms [2022-04-02 07:37:21 main:574] : INFO : Epoch 1696 | loss: 0.0312429 | val_loss: 0.0312404 | Time: 44338.8 ms [2022-04-02 07:38:09 main:574] : INFO : Epoch 1697 | loss: 0.0312392 | val_loss: 0.0312353 | Time: 47431.4 ms [2022-04-02 07:38:53 main:574] : INFO : Epoch 1698 | loss: 0.0312334 | val_loss: 0.0312278 | Time: 44132.4 ms [2022-04-02 07:39:38 main:574] : INFO : Epoch 1699 | loss: 0.0312251 | val_loss: 0.031218 | Time: 44229.8 ms [2022-04-02 07:40:22 main:574] : INFO : Epoch 1700 | loss: 0.0312157 | val_loss: 0.0312077 | Time: 44366.7 ms [2022-04-02 07:41:09 main:574] : INFO : Epoch 1701 | loss: 0.0312062 | val_loss: 0.0311977 | Time: 46389.2 ms [2022-04-02 07:41:53 main:574] : INFO : Epoch 1702 | loss: 0.0311972 | val_loss: 0.0311899 | Time: 44170.6 ms [2022-04-02 07:42:40 main:574] : INFO : Epoch 1703 | loss: 0.0311917 | val_loss: 0.0311881 | Time: 47322.6 ms [2022-04-02 07:43:25 main:574] : INFO : Epoch 1704 | loss: 0.0311886 | val_loss: 0.0311813 | Time: 44390.8 ms [2022-04-02 07:44:09 main:574] : INFO : Epoch 1705 | loss: 0.0311837 | val_loss: 0.0311791 | Time: 44138.7 ms [2022-04-02 07:44:57 main:574] : INFO : Epoch 1706 | loss: 0.0311816 | val_loss: 0.0311805 | Time: 47898.5 ms [2022-04-02 07:45:42 main:574] : INFO : Epoch 1707 | loss: 0.0311802 | val_loss: 0.0311778 | Time: 44253.6 ms [2022-04-02 07:46:29 main:574] : INFO : Epoch 1708 | loss: 0.0311782 | val_loss: 0.0311745 | Time: 47177.5 ms [2022-04-02 07:47:13 main:574] : INFO : Epoch 1709 | loss: 0.0311772 | val_loss: 0.0311943 | Time: 44002.2 ms [2022-04-02 07:47:57 main:574] : INFO : Epoch 1710 | loss: 0.0311802 | val_loss: 0.0311762 | Time: 44238.2 ms [2022-04-02 07:48:45 main:574] : INFO : Epoch 1711 | loss: 0.0311777 | val_loss: 0.0311737 | Time: 47914.1 ms [2022-04-02 07:49:30 main:574] : INFO : Epoch 1712 | loss: 0.0311727 | val_loss: 0.0311708 | Time: 44446.9 ms [2022-04-02 07:50:14 main:574] : INFO : Epoch 1713 | loss: 0.0311721 | val_loss: 0.03117 | Time: 44194.1 ms [2022-04-02 07:50:58 main:574] : INFO : Epoch 1714 | loss: 0.0311696 | val_loss: 0.0311704 | Time: 44150.3 ms [2022-04-02 07:51:43 main:574] : INFO : Epoch 1715 | loss: 0.0311717 | val_loss: 0.0311722 | Time: 44154.8 ms [2022-04-02 07:52:30 main:574] : INFO : Epoch 1716 | loss: 0.031177 | val_loss: 0.031185 | Time: 46749.3 ms [2022-04-02 07:53:14 main:574] : INFO : Epoch 1717 | loss: 0.0311725 | val_loss: 0.0311725 | Time: 44184.3 ms [2022-04-02 07:53:58 main:574] : INFO : Epoch 1718 | loss: 0.0311726 | val_loss: 0.0311692 | Time: 44225.3 ms [2022-04-02 07:54:51 main:574] : INFO : Epoch 1719 | loss: 0.031171 | val_loss: 0.0311681 | Time: 52307.5 ms [2022-04-02 07:55:35 main:574] : INFO : Epoch 1720 | loss: 0.0311689 | val_loss: 0.0311681 | Time: 44519 ms [2022-04-02 07:56:20 main:574] : INFO : Epoch 1721 | loss: 0.0311669 | val_loss: 0.0311685 | Time: 44091 ms [2022-04-02 07:57:04 main:574] : INFO : Epoch 1722 | loss: 0.0311678 | val_loss: 0.0311683 | Time: 44368.9 ms [2022-04-02 07:57:49 main:574] : INFO : Epoch 1723 | loss: 0.0311646 | val_loss: 0.0311677 | Time: 44408.9 ms [2022-04-02 07:58:33 main:574] : INFO : Epoch 1724 | loss: 0.031165 | val_loss: 0.0311734 | Time: 44381.4 ms [2022-04-02 07:59:17 main:574] : INFO : Epoch 1725 | loss: 0.0311667 | val_loss: 0.031175 | Time: 44205.8 ms [2022-04-02 08:00:02 main:574] : INFO : Epoch 1726 | loss: 0.0311648 | val_loss: 0.0311698 | Time: 44370.2 ms [2022-04-02 08:00:50 main:574] : INFO : Epoch 1727 | loss: 0.0311693 | val_loss: 0.0311677 | Time: 47759.6 ms [2022-04-02 08:01:34 main:574] : INFO : Epoch 1728 | loss: 0.0311707 | val_loss: 0.0311666 | Time: 44327.5 ms [2022-04-02 08:02:19 main:574] : INFO : Epoch 1729 | loss: 0.0311655 | val_loss: 0.0311667 | Time: 44129 ms [2022-04-02 08:03:03 main:574] : INFO : Epoch 1730 | loss: 0.031167 | val_loss: 0.031188 | Time: 44628.5 ms [2022-04-02 08:03:50 main:574] : INFO : Epoch 1731 | loss: 0.0311729 | val_loss: 0.0311684 | Time: 46412.3 ms [2022-04-02 08:04:35 main:574] : INFO : Epoch 1732 | loss: 0.0311673 | val_loss: 0.0311658 | Time: 44395.3 ms [2022-04-02 08:05:19 main:574] : INFO : Epoch 1733 | loss: 0.0311676 | val_loss: 0.0311892 | Time: 44154.6 ms [2022-04-02 08:06:07 main:574] : INFO : Epoch 1734 | loss: 0.0311664 | val_loss: 0.0311684 | Time: 47883.1 ms [2022-04-02 08:06:51 main:574] : INFO : Epoch 1735 | loss: 0.0311656 | val_loss: 0.031179 | Time: 44201.8 ms [2022-04-02 08:07:36 main:574] : INFO : Epoch 1736 | loss: 0.0311671 | val_loss: 0.0311666 | Time: 44420.2 ms [2022-04-02 08:08:20 main:574] : INFO : Epoch 1737 | loss: 0.0311661 | val_loss: 0.0311716 | Time: 44163.9 ms [2022-04-02 08:09:05 main:574] : INFO : Epoch 1738 | loss: 0.0311679 | val_loss: 0.0311658 | Time: 44328 ms [2022-04-02 08:09:53 main:574] : INFO : Epoch 1739 | loss: 0.0311678 | val_loss: 0.031178 | Time: 48060.6 ms [2022-04-02 08:10:37 main:574] : INFO : Epoch 1740 | loss: 0.0311637 | val_loss: 0.0311711 | Time: 44255.6 ms [2022-04-02 08:11:25 main:574] : INFO : Epoch 1741 | loss: 0.0311635 | val_loss: 0.0311658 | Time: 47322.1 ms [2022-04-02 08:12:09 main:574] : INFO : Epoch 1742 | loss: 0.0311653 | val_loss: 0.031166 | Time: 44238.2 ms [2022-04-02 08:12:53 main:574] : INFO : Epoch 1743 | loss: 0.0311625 | val_loss: 0.0311658 | Time: 44302.4 ms [2022-04-02 08:13:42 main:574] : INFO : Epoch 1744 | loss: 0.0311626 | val_loss: 0.0311664 | Time: 48084.2 ms [2022-04-02 08:14:26 main:574] : INFO : Epoch 1745 | loss: 0.031161 | val_loss: 0.0311667 | Time: 44094.8 ms [2022-04-02 08:15:13 main:574] : INFO : Epoch 1746 | loss: 0.0311603 | val_loss: 0.0311677 | Time: 46611 ms [2022-04-02 08:15:58 main:574] : INFO : Epoch 1747 | loss: 0.0311642 | val_loss: 0.0311655 | Time: 45315.9 ms [2022-04-02 08:16:42 main:574] : INFO : Epoch 1748 | loss: 0.0311626 | val_loss: 0.0311674 | Time: 44328.2 ms [2022-04-02 08:17:30 main:574] : INFO : Epoch 1749 | loss: 0.0311605 | val_loss: 0.0311804 | Time: 47505.2 ms [2022-04-02 08:18:14 main:574] : INFO : Epoch 1750 | loss: 0.0311642 | val_loss: 0.031171 | Time: 44103 ms [2022-04-02 08:19:02 main:574] : INFO : Epoch 1751 | loss: 0.0311629 | val_loss: 0.0311666 | Time: 47775.3 ms [2022-04-02 08:19:47 main:574] : INFO : Epoch 1752 | loss: 0.0311622 | val_loss: 0.0311667 | Time: 44218.1 ms [2022-04-02 08:20:31 main:574] : INFO : Epoch 1753 | loss: 0.0311624 | val_loss: 0.0311678 | Time: 44157.5 ms [2022-04-02 08:21:20 main:574] : INFO : Epoch 1754 | loss: 0.0311611 | val_loss: 0.0311689 | Time: 48617.3 ms [2022-04-02 08:22:04 main:574] : INFO : Epoch 1755 | loss: 0.0311596 | val_loss: 0.0311658 | Time: 44511.6 ms [2022-04-02 08:22:52 main:574] : INFO : Epoch 1756 | loss: 0.03116 | val_loss: 0.0311802 | Time: 47666.1 ms [2022-04-02 08:23:37 main:574] : INFO : Epoch 1757 | loss: 0.0311635 | val_loss: 0.0311661 | Time: 44430.9 ms [2022-04-02 08:24:26 main:574] : INFO : Epoch 1758 | loss: 0.0311743 | val_loss: 0.0311905 | Time: 49094.3 ms [2022-04-02 08:25:11 main:574] : INFO : Epoch 1759 | loss: 0.0311771 | val_loss: 0.0311828 | Time: 44384.8 ms [2022-04-02 08:25:58 main:574] : INFO : Epoch 1760 | loss: 0.031166 | val_loss: 0.0311696 | Time: 47786.1 ms [2022-04-02 08:26:43 main:574] : INFO : Epoch 1761 | loss: 0.0311654 | val_loss: 0.031168 | Time: 44170.1 ms [2022-04-02 08:27:30 main:574] : INFO : Epoch 1762 | loss: 0.0311627 | val_loss: 0.0311684 | Time: 47129.9 ms [2022-04-02 08:28:14 main:574] : INFO : Epoch 1763 | loss: 0.0311635 | val_loss: 0.0311659 | Time: 44158.1 ms [2022-04-02 08:28:58 main:574] : INFO : Epoch 1764 | loss: 0.0311642 | val_loss: 0.0311666 | Time: 44033 ms [2022-04-02 08:29:47 main:574] : INFO : Epoch 1765 | loss: 0.0311652 | val_loss: 0.0311853 | Time: 48146.2 ms [2022-04-02 08:30:32 main:574] : INFO : Epoch 1766 | loss: 0.0311684 | val_loss: 0.0311703 | Time: 45154.2 ms [2022-04-02 08:31:20 main:574] : INFO : Epoch 1767 | loss: 0.031161 | val_loss: 0.031163 | Time: 47825.9 ms [2022-04-02 08:32:05 main:574] : INFO : Epoch 1768 | loss: 0.0311608 | val_loss: 0.0311678 | Time: 44570.5 ms [2022-04-02 08:32:52 main:574] : INFO : Epoch 1769 | loss: 0.0311618 | val_loss: 0.0311635 | Time: 47470 ms [2022-04-02 08:33:36 main:574] : INFO : Epoch 1770 | loss: 0.0311605 | val_loss: 0.0311631 | Time: 44110.6 ms [2022-04-02 08:34:21 main:574] : INFO : Epoch 1771 | loss: 0.0311602 | val_loss: 0.0311728 | Time: 44259.4 ms [2022-04-02 08:35:06 main:574] : INFO : Epoch 1772 | loss: 0.031162 | val_loss: 0.0311642 | Time: 44127 ms [2022-04-02 08:35:50 main:574] : INFO : Epoch 1773 | loss: 0.0311605 | val_loss: 0.0311628 | Time: 44195.5 ms [2022-04-02 08:36:38 main:574] : INFO : Epoch 1774 | loss: 0.0311664 | val_loss: 0.0311626 | Time: 48140.4 ms [2022-04-02 08:37:30 main:574] : INFO : Epoch 1775 | loss: 0.0311661 | val_loss: 0.0311965 | Time: 51390.1 ms [2022-04-02 08:38:14 main:574] : INFO : Epoch 1776 | loss: 0.0311756 | val_loss: 0.0311779 | Time: 44207.9 ms [2022-04-02 08:38:59 main:574] : INFO : Epoch 1777 | loss: 0.031165 | val_loss: 0.0311671 | Time: 44705.3 ms [2022-04-02 08:39:43 main:574] : INFO : Epoch 1778 | loss: 0.0311608 | val_loss: 0.0311645 | Time: 44357.2 ms [2022-04-02 08:40:31 main:574] : INFO : Epoch 1779 | loss: 0.0311576 | val_loss: 0.0311688 | Time: 47153.6 ms [2022-04-02 08:41:16 main:574] : INFO : Epoch 1780 | loss: 0.0311568 | val_loss: 0.0311629 | Time: 45155.4 ms [2022-04-02 08:42:00 main:574] : INFO : Epoch 1781 | loss: 0.0311568 | val_loss: 0.0311643 | Time: 44239.9 ms [2022-04-02 08:42:48 main:574] : INFO : Epoch 1782 | loss: 0.0311574 | val_loss: 0.0311635 | Time: 47732.6 ms [2022-04-02 08:43:33 main:574] : INFO : Epoch 1783 | loss: 0.0311567 | val_loss: 0.0311697 | Time: 44251 ms [2022-04-02 08:44:20 main:574] : INFO : Epoch 1784 | loss: 0.0311623 | val_loss: 0.031175 | Time: 47437.5 ms [2022-04-02 08:45:05 main:574] : INFO : Epoch 1785 | loss: 0.0311658 | val_loss: 0.0311671 | Time: 44168.2 ms [2022-04-02 08:45:49 main:574] : INFO : Epoch 1786 | loss: 0.0311566 | val_loss: 0.0311673 | Time: 44145.3 ms [2022-04-02 08:46:37 main:574] : INFO : Epoch 1787 | loss: 0.0311556 | val_loss: 0.0311639 | Time: 48282.8 ms [2022-04-02 08:47:21 main:574] : INFO : Epoch 1788 | loss: 0.0311574 | val_loss: 0.0311685 | Time: 44173.4 ms [2022-04-02 08:48:09 main:574] : INFO : Epoch 1789 | loss: 0.0311557 | val_loss: 0.0311664 | Time: 47964.6 ms [2022-04-02 08:48:54 main:574] : INFO : Epoch 1790 | loss: 0.0311576 | val_loss: 0.0311649 | Time: 44383.6 ms [2022-04-02 08:49:39 main:574] : INFO : Epoch 1791 | loss: 0.0311601 | val_loss: 0.0311653 | Time: 44460 ms [2022-04-02 08:50:26 main:574] : INFO : Epoch 1792 | loss: 0.0311578 | val_loss: 0.0311655 | Time: 47572.4 ms [2022-04-02 08:51:11 main:574] : INFO : Epoch 1793 | loss: 0.0311582 | val_loss: 0.0311721 | Time: 44449.2 ms [2022-04-02 08:51:59 main:574] : INFO : Epoch 1794 | loss: 0.0311606 | val_loss: 0.031164 | Time: 48019.9 ms [2022-04-02 08:52:43 main:574] : INFO : Epoch 1795 | loss: 0.031159 | val_loss: 0.0311746 | Time: 44330.1 ms [2022-04-02 08:53:28 main:574] : INFO : Epoch 1796 | loss: 0.0311563 | val_loss: 0.0311645 | Time: 44257.9 ms [2022-04-02 08:54:16 main:574] : INFO : Epoch 1797 | loss: 0.031159 | val_loss: 0.0311816 | Time: 47757.2 ms [2022-04-02 08:55:03 main:574] : INFO : Epoch 1798 | loss: 0.0311613 | val_loss: 0.0311648 | Time: 47360 ms [2022-04-02 08:55:48 main:574] : INFO : Epoch 1799 | loss: 0.0311559 | val_loss: 0.0311625 | Time: 44496.7 ms [2022-04-02 08:56:32 main:574] : INFO : Epoch 1800 | loss: 0.0311564 | val_loss: 0.0311639 | Time: 44170.2 ms [2022-04-02 08:57:20 main:574] : INFO : Epoch 1801 | loss: 0.0311641 | val_loss: 0.0311629 | Time: 48554.2 ms [2022-04-02 08:58:05 main:574] : INFO : Epoch 1802 | loss: 0.031162 | val_loss: 0.0311681 | Time: 44233.1 ms [2022-04-02 08:58:53 main:574] : INFO : Epoch 1803 | loss: 0.0311589 | val_loss: 0.0311754 | Time: 48213.2 ms [2022-04-02 08:59:38 main:574] : INFO : Epoch 1804 | loss: 0.0311598 | val_loss: 0.0311693 | Time: 44486.5 ms [2022-04-02 09:00:23 main:574] : INFO : Epoch 1805 | loss: 0.0311576 | val_loss: 0.0311631 | Time: 45456.5 ms [2022-04-02 09:01:11 main:574] : INFO : Epoch 1806 | loss: 0.0311563 | val_loss: 0.0311726 | Time: 47838.3 ms [2022-04-02 09:01:56 main:574] : INFO : Epoch 1807 | loss: 0.0311682 | val_loss: 0.0311874 | Time: 44161.9 ms [2022-04-02 09:02:43 main:574] : INFO : Epoch 1808 | loss: 0.0311657 | val_loss: 0.0311792 | Time: 46804.7 ms [2022-04-02 09:03:27 main:574] : INFO : Epoch 1809 | loss: 0.0311684 | val_loss: 0.0311745 | Time: 44237.5 ms [2022-04-02 09:04:12 main:574] : INFO : Epoch 1810 | loss: 0.0311591 | val_loss: 0.0311641 | Time: 44383.8 ms [2022-04-02 09:05:00 main:574] : INFO : Epoch 1811 | loss: 0.0311603 | val_loss: 0.0311774 | Time: 48025.7 ms [2022-04-02 09:05:44 main:574] : INFO : Epoch 1812 | loss: 0.0311735 | val_loss: 0.0311756 | Time: 44226.7 ms [2022-04-02 09:06:29 main:574] : INFO : Epoch 1813 | loss: 0.0311693 | val_loss: 0.03117 | Time: 44246.6 ms [2022-04-02 09:07:13 main:574] : INFO : Epoch 1814 | loss: 0.0311677 | val_loss: 0.0311683 | Time: 44408.2 ms [2022-04-02 09:07:57 main:574] : INFO : Epoch 1815 | loss: 0.0311643 | val_loss: 0.0311671 | Time: 44236.2 ms [2022-04-02 09:08:42 main:574] : INFO : Epoch 1816 | loss: 0.0311664 | val_loss: 0.0311685 | Time: 44315.8 ms [2022-04-02 09:09:26 main:574] : INFO : Epoch 1817 | loss: 0.0311624 | val_loss: 0.0311684 | Time: 44267 ms [2022-04-02 09:10:19 main:574] : INFO : Epoch 1818 | loss: 0.0311654 | val_loss: 0.0311672 | Time: 52580.4 ms [2022-04-02 09:11:16 main:574] : INFO : Epoch 1819 | loss: 0.0311614 | val_loss: 0.0311749 | Time: 55050.6 ms [2022-04-02 09:12:04 main:574] : INFO : Epoch 1820 | loss: 0.0311628 | val_loss: 0.0311682 | Time: 47697.5 ms [2022-04-02 09:12:49 main:574] : INFO : Epoch 1821 | loss: 0.0311605 | val_loss: 0.0311698 | Time: 44225.8 ms [2022-04-02 09:13:37 main:574] : INFO : Epoch 1822 | loss: 0.0311614 | val_loss: 0.0311693 | Time: 48579 ms [2022-04-02 09:14:21 main:574] : INFO : Epoch 1823 | loss: 0.0311604 | val_loss: 0.0311689 | Time: 43978.2 ms [2022-04-02 09:15:06 main:574] : INFO : Epoch 1824 | loss: 0.0311586 | val_loss: 0.0311776 | Time: 44235.6 ms [2022-04-02 09:15:54 main:574] : INFO : Epoch 1825 | loss: 0.0311613 | val_loss: 0.0311768 | Time: 47881.1 ms [2022-04-02 09:16:38 main:574] : INFO : Epoch 1826 | loss: 0.031162 | val_loss: 0.0311678 | Time: 44551.6 ms [2022-04-02 09:17:23 main:574] : INFO : Epoch 1827 | loss: 0.0311618 | val_loss: 0.0311708 | Time: 44110 ms [2022-04-02 09:18:11 main:574] : INFO : Epoch 1828 | loss: 0.0311642 | val_loss: 0.0311778 | Time: 47933.3 ms [2022-04-02 09:18:56 main:574] : INFO : Epoch 1829 | loss: 0.0311589 | val_loss: 0.0311697 | Time: 44956.2 ms [2022-04-02 09:19:40 main:574] : INFO : Epoch 1830 | loss: 0.0311573 | val_loss: 0.0311685 | Time: 44204.3 ms [2022-04-02 09:20:24 main:574] : INFO : Epoch 1831 | loss: 0.0311597 | val_loss: 0.0311687 | Time: 44197.3 ms [2022-04-02 09:21:13 main:574] : INFO : Epoch 1832 | loss: 0.0311592 | val_loss: 0.0311695 | Time: 48321.4 ms [2022-04-02 09:21:57 main:574] : INFO : Epoch 1833 | loss: 0.0311585 | val_loss: 0.0311701 | Time: 44313.3 ms [2022-04-02 09:22:42 main:574] : INFO : Epoch 1834 | loss: 0.0311592 | val_loss: 0.0311726 | Time: 44422 ms [2022-04-02 09:23:26 main:574] : INFO : Epoch 1835 | loss: 0.0311577 | val_loss: 0.0311692 | Time: 44222.7 ms [2022-04-02 09:24:18 main:574] : INFO : Epoch 1836 | loss: 0.0311582 | val_loss: 0.0311724 | Time: 51735.2 ms [2022-04-02 09:25:05 main:574] : INFO : Epoch 1837 | loss: 0.0311614 | val_loss: 0.0311712 | Time: 47020.9 ms [2022-04-02 09:25:50 main:574] : INFO : Epoch 1838 | loss: 0.0311581 | val_loss: 0.0311749 | Time: 44213.1 ms [2022-04-02 09:26:39 main:574] : INFO : Epoch 1839 | loss: 0.0311667 | val_loss: 0.0311704 | Time: 48275.9 ms [2022-04-02 09:27:23 main:574] : INFO : Epoch 1840 | loss: 0.0311599 | val_loss: 0.0311673 | Time: 44283.2 ms [2022-04-02 09:28:10 main:574] : INFO : Epoch 1841 | loss: 0.0311583 | val_loss: 0.0311678 | Time: 47257.2 ms [2022-04-02 09:28:56 main:574] : INFO : Epoch 1842 | loss: 0.0311583 | val_loss: 0.031166 | Time: 44985.2 ms [2022-04-02 09:29:40 main:574] : INFO : Epoch 1843 | loss: 0.0311563 | val_loss: 0.0311726 | Time: 43998.9 ms [2022-04-02 09:30:27 main:574] : INFO : Epoch 1844 | loss: 0.0311564 | val_loss: 0.0311691 | Time: 47050.5 ms [2022-04-02 09:31:12 main:574] : INFO : Epoch 1845 | loss: 0.0311582 | val_loss: 0.0311712 | Time: 44504.3 ms [2022-04-02 09:31:56 main:574] : INFO : Epoch 1846 | loss: 0.0311554 | val_loss: 0.0311687 | Time: 44346.2 ms [2022-04-02 09:32:40 main:574] : INFO : Epoch 1847 | loss: 0.0311576 | val_loss: 0.0311694 | Time: 44262.2 ms [2022-04-02 09:33:28 main:574] : INFO : Epoch 1848 | loss: 0.0311628 | val_loss: 0.03118 | Time: 47612.2 ms [2022-04-02 09:34:12 main:574] : INFO : Epoch 1849 | loss: 0.0311645 | val_loss: 0.0311683 | Time: 44060.8 ms [2022-04-02 09:35:22 main:574] : INFO : Epoch 1850 | loss: 0.0311568 | val_loss: 0.0311675 | Time: 69572.1 ms [2022-04-02 09:36:09 main:574] : INFO : Epoch 1851 | loss: 0.0311552 | val_loss: 0.0311662 | Time: 46419.7 ms [2022-04-02 09:36:53 main:574] : INFO : Epoch 1852 | loss: 0.0311563 | val_loss: 0.0311798 | Time: 44203.2 ms [2022-04-02 09:37:45 main:574] : INFO : Epoch 1853 | loss: 0.0311632 | val_loss: 0.0311675 | Time: 51267 ms [2022-04-02 09:38:33 main:574] : INFO : Epoch 1854 | loss: 0.0311559 | val_loss: 0.0311684 | Time: 48365.5 ms [2022-04-02 09:39:18 main:574] : INFO : Epoch 1855 | loss: 0.0311548 | val_loss: 0.0311665 | Time: 44206.4 ms [2022-04-02 09:40:05 main:574] : INFO : Epoch 1856 | loss: 0.0311564 | val_loss: 0.0311677 | Time: 46961.9 ms [2022-04-02 09:40:51 main:574] : INFO : Epoch 1857 | loss: 0.031158 | val_loss: 0.0311654 | Time: 46142.3 ms [2022-04-02 09:41:35 main:574] : INFO : Epoch 1858 | loss: 0.0311569 | val_loss: 0.0311699 | Time: 44286.7 ms [2022-04-02 09:42:22 main:574] : INFO : Epoch 1859 | loss: 0.0311606 | val_loss: 0.0311678 | Time: 46820.7 ms [2022-04-02 09:43:07 main:574] : INFO : Epoch 1860 | loss: 0.0311544 | val_loss: 0.0311653 | Time: 44238.8 ms [2022-04-02 09:43:55 main:574] : INFO : Epoch 1861 | loss: 0.0311539 | val_loss: 0.0311727 | Time: 47628.2 ms [2022-04-02 09:44:39 main:574] : INFO : Epoch 1862 | loss: 0.031157 | val_loss: 0.0311717 | Time: 44375.3 ms [2022-04-02 09:45:23 main:574] : INFO : Epoch 1863 | loss: 0.0311557 | val_loss: 0.0311831 | Time: 43993 ms [2022-04-02 09:46:12 main:574] : INFO : Epoch 1864 | loss: 0.0311575 | val_loss: 0.0311776 | Time: 48246.2 ms [2022-04-02 09:46:56 main:574] : INFO : Epoch 1865 | loss: 0.0311584 | val_loss: 0.0311699 | Time: 44382.9 ms [2022-04-02 09:47:40 main:574] : INFO : Epoch 1866 | loss: 0.0311573 | val_loss: 0.0311675 | Time: 44393.7 ms [2022-04-02 09:48:27 main:574] : INFO : Epoch 1867 | loss: 0.0311558 | val_loss: 0.0311688 | Time: 46340.7 ms [2022-04-02 09:49:11 main:574] : INFO : Epoch 1868 | loss: 0.0311596 | val_loss: 0.0311672 | Time: 44172.6 ms [2022-04-02 09:50:00 main:574] : INFO : Epoch 1869 | loss: 0.03116 | val_loss: 0.031168 | Time: 48338 ms [2022-04-02 09:50:44 main:574] : INFO : Epoch 1870 | loss: 0.0311569 | val_loss: 0.0311685 | Time: 44283.7 ms [2022-04-02 09:51:28 main:574] : INFO : Epoch 1871 | loss: 0.0311558 | val_loss: 0.0311864 | Time: 44163.7 ms [2022-04-02 09:52:16 main:574] : INFO : Epoch 1872 | loss: 0.0311617 | val_loss: 0.0311669 | Time: 47233.6 ms [2022-04-02 09:53:00 main:574] : INFO : Epoch 1873 | loss: 0.031154 | val_loss: 0.0311702 | Time: 44305.9 ms [2022-04-02 09:53:45 main:574] : INFO : Epoch 1874 | loss: 0.0311529 | val_loss: 0.0311701 | Time: 44488.2 ms [2022-04-02 09:54:33 main:574] : INFO : Epoch 1875 | loss: 0.031152 | val_loss: 0.0311672 | Time: 47707.8 ms [2022-04-02 09:55:20 main:574] : INFO : Epoch 1876 | loss: 0.0311509 | val_loss: 0.0311674 | Time: 47159.5 ms [2022-04-02 09:56:04 main:574] : INFO : Epoch 1877 | loss: 0.0311529 | val_loss: 0.0311683 | Time: 44276.9 ms [2022-04-02 09:56:51 main:574] : INFO : Epoch 1878 | loss: 0.0311531 | val_loss: 0.0311726 | Time: 46845.6 ms [2022-04-02 09:57:35 main:574] : INFO : Epoch 1879 | loss: 0.0311524 | val_loss: 0.03117 | Time: 44037.2 ms [2022-04-02 09:58:24 main:574] : INFO : Epoch 1880 | loss: 0.031153 | val_loss: 0.0311796 | Time: 48256.4 ms [2022-04-02 09:59:08 main:574] : INFO : Epoch 1881 | loss: 0.0311563 | val_loss: 0.0311706 | Time: 44330 ms [2022-04-02 09:59:52 main:574] : INFO : Epoch 1882 | loss: 0.0311538 | val_loss: 0.0311673 | Time: 44164.9 ms [2022-04-02 10:00:41 main:574] : INFO : Epoch 1883 | loss: 0.0311507 | val_loss: 0.0311708 | Time: 48300.7 ms [2022-04-02 10:01:25 main:574] : INFO : Epoch 1884 | loss: 0.0311577 | val_loss: 0.0311745 | Time: 44227 ms [2022-04-02 10:02:13 main:574] : INFO : Epoch 1885 | loss: 0.0311591 | val_loss: 0.0311656 | Time: 47666.3 ms [2022-04-02 10:02:58 main:574] : INFO : Epoch 1886 | loss: 0.0311573 | val_loss: 0.0311678 | Time: 44443.3 ms [2022-04-02 10:03:42 main:574] : INFO : Epoch 1887 | loss: 0.0311607 | val_loss: 0.0311705 | Time: 44191.3 ms [2022-04-02 10:04:26 main:574] : INFO : Epoch 1888 | loss: 0.0311636 | val_loss: 0.0311783 | Time: 44252.1 ms [2022-04-02 10:05:14 main:574] : INFO : Epoch 1889 | loss: 0.0311577 | val_loss: 0.0311675 | Time: 48176.5 ms [2022-04-02 10:05:59 main:574] : INFO : Epoch 1890 | loss: 0.0311611 | val_loss: 0.031166 | Time: 44369.6 ms [2022-04-02 10:06:43 main:574] : INFO : Epoch 1891 | loss: 0.0311661 | val_loss: 0.031174 | Time: 44387.6 ms [2022-04-02 10:07:32 main:574] : INFO : Epoch 1892 | loss: 0.0311685 | val_loss: 0.0311711 | Time: 48151.6 ms [2022-04-02 10:08:16 main:574] : INFO : Epoch 1893 | loss: 0.0311643 | val_loss: 0.0311631 | Time: 44400 ms [2022-04-02 10:09:04 main:574] : INFO : Epoch 1894 | loss: 0.0311654 | val_loss: 0.0311647 | Time: 47457.4 ms [2022-04-02 10:09:48 main:574] : INFO : Epoch 1895 | loss: 0.0311672 | val_loss: 0.0311677 | Time: 44143.1 ms [2022-04-02 10:10:33 main:574] : INFO : Epoch 1896 | loss: 0.0311682 | val_loss: 0.031171 | Time: 44275 ms [2022-04-02 10:11:21 main:574] : INFO : Epoch 1897 | loss: 0.0311598 | val_loss: 0.031165 | Time: 48020.6 ms [2022-04-02 10:12:06 main:574] : INFO : Epoch 1898 | loss: 0.0311581 | val_loss: 0.0311698 | Time: 44368.5 ms [2022-04-02 10:12:54 main:574] : INFO : Epoch 1899 | loss: 0.031163 | val_loss: 0.0311672 | Time: 48146.1 ms [2022-04-02 10:13:38 main:574] : INFO : Epoch 1900 | loss: 0.0311609 | val_loss: 0.0311808 | Time: 44229.8 ms [2022-04-02 10:14:23 main:574] : INFO : Epoch 1901 | loss: 0.0311647 | val_loss: 0.0311712 | Time: 45174.4 ms [2022-04-02 10:15:11 main:574] : INFO : Epoch 1902 | loss: 0.0311619 | val_loss: 0.031165 | Time: 47103.7 ms [2022-04-02 10:15:56 main:574] : INFO : Epoch 1903 | loss: 0.0311601 | val_loss: 0.0311652 | Time: 45283.3 ms [2022-04-02 10:16:43 main:574] : INFO : Epoch 1904 | loss: 0.0311589 | val_loss: 0.0311688 | Time: 46956.9 ms [2022-04-02 10:17:27 main:574] : INFO : Epoch 1905 | loss: 0.0311642 | val_loss: 0.0311779 | Time: 44225.1 ms [2022-04-02 10:18:12 main:574] : INFO : Epoch 1906 | loss: 0.0311668 | val_loss: 0.0311705 | Time: 44471.9 ms [2022-04-02 10:19:00 main:574] : INFO : Epoch 1907 | loss: 0.0311622 | val_loss: 0.031167 | Time: 48349 ms [2022-04-02 10:19:45 main:574] : INFO : Epoch 1908 | loss: 0.0311602 | val_loss: 0.0311724 | Time: 44223.5 ms [2022-04-02 10:20:33 main:574] : INFO : Epoch 1909 | loss: 0.0311604 | val_loss: 0.0311662 | Time: 47871.7 ms [2022-04-02 10:21:18 main:574] : INFO : Epoch 1910 | loss: 0.031162 | val_loss: 0.0311687 | Time: 44668.3 ms [2022-04-02 10:22:06 main:574] : INFO : Epoch 1911 | loss: 0.0311615 | val_loss: 0.031167 | Time: 48469.8 ms [2022-04-02 10:22:51 main:574] : INFO : Epoch 1912 | loss: 0.0311603 | val_loss: 0.0311655 | Time: 44425.6 ms [2022-04-02 10:23:35 main:574] : INFO : Epoch 1913 | loss: 0.0311614 | val_loss: 0.0311707 | Time: 44365.4 ms [2022-04-02 10:24:21 main:574] : INFO : Epoch 1914 | loss: 0.0311641 | val_loss: 0.0311693 | Time: 45175 ms [2022-04-02 10:25:12 main:574] : INFO : Epoch 1915 | loss: 0.0311681 | val_loss: 0.0311744 | Time: 50980.1 ms [2022-04-02 10:25:56 main:574] : INFO : Epoch 1916 | loss: 0.0311742 | val_loss: 0.0311782 | Time: 44251 ms [2022-04-02 10:26:44 main:574] : INFO : Epoch 1917 | loss: 0.0311731 | val_loss: 0.0311724 | Time: 47725.6 ms [2022-04-02 10:27:28 main:574] : INFO : Epoch 1918 | loss: 0.0311719 | val_loss: 0.0311738 | Time: 44357 ms [2022-04-02 10:28:13 main:574] : INFO : Epoch 1919 | loss: 0.0311707 | val_loss: 0.0311816 | Time: 44068.6 ms [2022-04-02 10:29:01 main:574] : INFO : Epoch 1920 | loss: 0.0311701 | val_loss: 0.031175 | Time: 47939.3 ms [2022-04-02 10:29:45 main:574] : INFO : Epoch 1921 | loss: 0.0311691 | val_loss: 0.031177 | Time: 44422.8 ms [2022-04-02 10:30:33 main:574] : INFO : Epoch 1922 | loss: 0.0311703 | val_loss: 0.0311728 | Time: 47863.4 ms [2022-04-02 10:31:17 main:574] : INFO : Epoch 1923 | loss: 0.031171 | val_loss: 0.031176 | Time: 44129.7 ms [2022-04-02 10:32:02 main:574] : INFO : Epoch 1924 | loss: 0.0311718 | val_loss: 0.0311731 | Time: 44140.1 ms [2022-04-02 10:32:49 main:574] : INFO : Epoch 1925 | loss: 0.0311676 | val_loss: 0.0311706 | Time: 47125.8 ms [2022-04-02 10:33:34 main:574] : INFO : Epoch 1926 | loss: 0.0311693 | val_loss: 0.031173 | Time: 44676.4 ms [2022-04-02 10:34:18 main:574] : INFO : Epoch 1927 | loss: 0.0311671 | val_loss: 0.0311723 | Time: 44226.8 ms [2022-04-02 10:35:02 main:574] : INFO : Epoch 1928 | loss: 0.0311694 | val_loss: 0.0311712 | Time: 44149.2 ms [2022-04-02 10:35:50 main:574] : INFO : Epoch 1929 | loss: 0.0311665 | val_loss: 0.0311713 | Time: 47776.9 ms [2022-04-02 10:36:35 main:574] : INFO : Epoch 1930 | loss: 0.0311674 | val_loss: 0.0311746 | Time: 44341.8 ms [2022-04-02 10:37:19 main:574] : INFO : Epoch 1931 | loss: 0.031173 | val_loss: 0.03118 | Time: 44183.2 ms [2022-04-02 10:38:14 main:574] : INFO : Epoch 1932 | loss: 0.0311697 | val_loss: 0.0311813 | Time: 55084.9 ms [2022-04-02 10:38:59 main:574] : INFO : Epoch 1933 | loss: 0.0311836 | val_loss: 0.031188 | Time: 44211.9 ms [2022-04-02 10:39:43 main:574] : INFO : Epoch 1934 | loss: 0.0311883 | val_loss: 0.0311961 | Time: 44450.6 ms [2022-04-02 10:40:28 main:574] : INFO : Epoch 1935 | loss: 0.0311883 | val_loss: 0.0311915 | Time: 44225.7 ms [2022-04-02 10:41:15 main:574] : INFO : Epoch 1936 | loss: 0.0311881 | val_loss: 0.0311888 | Time: 47832.3 ms [2022-04-02 10:42:00 main:574] : INFO : Epoch 1937 | loss: 0.0311827 | val_loss: 0.0311842 | Time: 44220.4 ms [2022-04-02 10:42:44 main:574] : INFO : Epoch 1938 | loss: 0.0311791 | val_loss: 0.031185 | Time: 44333.1 ms [2022-04-02 10:43:32 main:574] : INFO : Epoch 1939 | loss: 0.0311812 | val_loss: 0.0311843 | Time: 47981.1 ms [2022-04-02 10:44:17 main:574] : INFO : Epoch 1940 | loss: 0.0311794 | val_loss: 0.0311896 | Time: 44237.5 ms [2022-04-02 10:45:03 main:574] : INFO : Epoch 1941 | loss: 0.0311819 | val_loss: 0.0311888 | Time: 46698.3 ms [2022-04-02 10:45:48 main:574] : INFO : Epoch 1942 | loss: 0.0311794 | val_loss: 0.0311847 | Time: 44189.6 ms [2022-04-02 10:46:32 main:574] : INFO : Epoch 1943 | loss: 0.0311754 | val_loss: 0.0311816 | Time: 44123.6 ms [2022-04-02 10:47:19 main:574] : INFO : Epoch 1944 | loss: 0.0311786 | val_loss: 0.0311929 | Time: 46659.8 ms [2022-04-02 10:48:03 main:574] : INFO : Epoch 1945 | loss: 0.0311774 | val_loss: 0.0311853 | Time: 44233.1 ms [2022-04-02 10:48:51 main:574] : INFO : Epoch 1946 | loss: 0.0311767 | val_loss: 0.0311848 | Time: 48212 ms [2022-04-02 10:49:36 main:574] : INFO : Epoch 1947 | loss: 0.031174 | val_loss: 0.0311819 | Time: 44256.5 ms [2022-04-02 10:50:20 main:574] : INFO : Epoch 1948 | loss: 0.0311732 | val_loss: 0.0311856 | Time: 44271.2 ms [2022-04-02 10:51:09 main:574] : INFO : Epoch 1949 | loss: 0.0311714 | val_loss: 0.0311839 | Time: 48368.9 ms [2022-04-02 10:51:53 main:574] : INFO : Epoch 1950 | loss: 0.0311728 | val_loss: 0.0311838 | Time: 44475.1 ms [2022-04-02 10:52:37 main:574] : INFO : Epoch 1951 | loss: 0.0311734 | val_loss: 0.031185 | Time: 44210.3 ms [2022-04-02 10:53:25 main:574] : INFO : Epoch 1952 | loss: 0.0311727 | val_loss: 0.0311827 | Time: 47578.1 ms [2022-04-02 10:54:10 main:574] : INFO : Epoch 1953 | loss: 0.0311727 | val_loss: 0.0311817 | Time: 44395.3 ms [2022-04-02 10:55:02 main:574] : INFO : Epoch 1954 | loss: 0.031173 | val_loss: 0.03118 | Time: 52162.5 ms [2022-04-02 10:55:46 main:574] : INFO : Epoch 1955 | loss: 0.0311715 | val_loss: 0.031182 | Time: 44111.9 ms [2022-04-02 10:56:30 main:574] : INFO : Epoch 1956 | loss: 0.0311691 | val_loss: 0.0311828 | Time: 44317.4 ms [2022-04-02 10:57:15 main:574] : INFO : Epoch 1957 | loss: 0.0311704 | val_loss: 0.0311858 | Time: 44309.4 ms [2022-04-02 10:58:03 main:574] : INFO : Epoch 1958 | loss: 0.0311743 | val_loss: 0.0311954 | Time: 47852.5 ms [2022-04-02 10:58:47 main:574] : INFO : Epoch 1959 | loss: 0.0311784 | val_loss: 0.0311855 | Time: 44192 ms [2022-04-02 10:59:37 main:574] : INFO : Epoch 1960 | loss: 0.0311744 | val_loss: 0.0311924 | Time: 48094.1 ms [2022-04-02 11:00:21 main:574] : INFO : Epoch 1961 | loss: 0.0311713 | val_loss: 0.0311821 | Time: 44206.9 ms [2022-04-02 11:01:05 main:574] : INFO : Epoch 1962 | loss: 0.0311679 | val_loss: 0.0311836 | Time: 44530.5 ms [2022-04-02 11:01:53 main:574] : INFO : Epoch 1963 | loss: 0.0311699 | val_loss: 0.0311824 | Time: 47195.5 ms [2022-04-02 11:02:37 main:574] : INFO : Epoch 1964 | loss: 0.0311724 | val_loss: 0.0311866 | Time: 44372.1 ms [2022-04-02 11:03:24 main:574] : INFO : Epoch 1965 | loss: 0.0311734 | val_loss: 0.0311809 | Time: 46818.2 ms [2022-04-02 11:04:09 main:574] : INFO : Epoch 1966 | loss: 0.0311731 | val_loss: 0.0311822 | Time: 44409.4 ms [2022-04-02 11:04:57 main:574] : INFO : Epoch 1967 | loss: 0.0311686 | val_loss: 0.031185 | Time: 47997.4 ms [2022-04-02 11:05:41 main:574] : INFO : Epoch 1968 | loss: 0.03117 | val_loss: 0.0311866 | Time: 44281.2 ms [2022-04-02 11:06:26 main:574] : INFO : Epoch 1969 | loss: 0.0311701 | val_loss: 0.0311829 | Time: 44283.2 ms [2022-04-02 11:07:10 main:574] : INFO : Epoch 1970 | loss: 0.0311699 | val_loss: 0.0311861 | Time: 44354.8 ms [2022-04-02 11:07:59 main:574] : INFO : Epoch 1971 | loss: 0.0311726 | val_loss: 0.0311861 | Time: 48410.1 ms [2022-04-02 11:08:43 main:574] : INFO : Epoch 1972 | loss: 0.0311687 | val_loss: 0.0311845 | Time: 44330 ms [2022-04-02 11:09:30 main:574] : INFO : Epoch 1973 | loss: 0.0311696 | val_loss: 0.0311863 | Time: 46918.1 ms [2022-04-02 11:10:15 main:574] : INFO : Epoch 1974 | loss: 0.0311689 | val_loss: 0.0311844 | Time: 44314.4 ms [2022-04-02 11:10:59 main:574] : INFO : Epoch 1975 | loss: 0.0311684 | val_loss: 0.0311822 | Time: 44199.6 ms [2022-04-02 11:11:47 main:574] : INFO : Epoch 1976 | loss: 0.0311669 | val_loss: 0.0311828 | Time: 47887 ms [2022-04-02 11:12:31 main:574] : INFO : Epoch 1977 | loss: 0.0311674 | val_loss: 0.0311867 | Time: 44229.1 ms [2022-04-02 11:13:16 main:574] : INFO : Epoch 1978 | loss: 0.0311713 | val_loss: 0.0311832 | Time: 44361 ms [2022-04-02 11:14:04 main:574] : INFO : Epoch 1979 | loss: 0.0311679 | val_loss: 0.0311817 | Time: 48190.2 ms [2022-04-02 11:14:49 main:574] : INFO : Epoch 1980 | loss: 0.0311671 | val_loss: 0.0311872 | Time: 44493.7 ms [2022-04-02 11:15:33 main:574] : INFO : Epoch 1981 | loss: 0.0311686 | val_loss: 0.0311815 | Time: 44275.3 ms [2022-04-02 11:16:22 main:574] : INFO : Epoch 1982 | loss: 0.0311673 | val_loss: 0.0311839 | Time: 49124.3 ms [2022-04-02 11:17:07 main:574] : INFO : Epoch 1983 | loss: 0.0311705 | val_loss: 0.0311827 | Time: 44208.4 ms [2022-04-02 11:17:51 main:574] : INFO : Epoch 1984 | loss: 0.0311689 | val_loss: 0.0311867 | Time: 44260.8 ms [2022-04-02 11:18:35 main:574] : INFO : Epoch 1985 | loss: 0.0311678 | val_loss: 0.0311847 | Time: 44388 ms [2022-04-02 11:19:23 main:574] : INFO : Epoch 1986 | loss: 0.0311685 | val_loss: 0.0311811 | Time: 47926.4 ms [2022-04-02 11:20:08 main:574] : INFO : Epoch 1987 | loss: 0.0311651 | val_loss: 0.0311796 | Time: 44719.3 ms [2022-04-02 11:20:53 main:574] : INFO : Epoch 1988 | loss: 0.0311652 | val_loss: 0.0311834 | Time: 44351.8 ms [2022-04-02 11:21:40 main:574] : INFO : Epoch 1989 | loss: 0.0311682 | val_loss: 0.0311895 | Time: 47498.3 ms [2022-04-02 11:22:25 main:574] : INFO : Epoch 1990 | loss: 0.0311716 | val_loss: 0.0311855 | Time: 44501.6 ms [2022-04-02 11:23:09 main:574] : INFO : Epoch 1991 | loss: 0.0311649 | val_loss: 0.0311839 | Time: 44221.3 ms [2022-04-02 11:23:54 main:574] : INFO : Epoch 1992 | loss: 0.0311635 | val_loss: 0.0311836 | Time: 44198.6 ms [2022-04-02 11:24:47 main:574] : INFO : Epoch 1993 | loss: 0.0311648 | val_loss: 0.0311818 | Time: 52862.4 ms [2022-04-02 11:25:31 main:574] : INFO : Epoch 1994 | loss: 0.0311655 | val_loss: 0.0311819 | Time: 44388.5 ms [2022-04-02 11:26:16 main:574] : INFO : Epoch 1995 | loss: 0.0311645 | val_loss: 0.031181 | Time: 44326 ms [2022-04-02 11:27:03 main:574] : INFO : Epoch 1996 | loss: 0.0311655 | val_loss: 0.0311862 | Time: 47279.8 ms [2022-04-02 11:27:48 main:574] : INFO : Epoch 1997 | loss: 0.0311646 | val_loss: 0.0311835 | Time: 44456.9 ms [2022-04-02 11:28:32 main:574] : INFO : Epoch 1998 | loss: 0.0311653 | val_loss: 0.0311887 | Time: 44346.8 ms [2022-04-02 11:29:19 main:574] : INFO : Epoch 1999 | loss: 0.0311639 | val_loss: 0.0311784 | Time: 47333.4 ms [2022-04-02 11:30:04 main:574] : INFO : Epoch 2000 | loss: 0.0311622 | val_loss: 0.0311822 | Time: 44182.2 ms [2022-04-02 11:30:51 main:574] : INFO : Epoch 2001 | loss: 0.0311627 | val_loss: 0.0311895 | Time: 47208.4 ms [2022-04-02 11:31:36 main:574] : INFO : Epoch 2002 | loss: 0.031164 | val_loss: 0.0311848 | Time: 44391.2 ms [2022-04-02 11:32:24 main:574] : INFO : Epoch 2003 | loss: 0.031165 | val_loss: 0.0311895 | Time: 47989.4 ms [2022-04-02 11:33:08 main:574] : INFO : Epoch 2004 | loss: 0.0311654 | val_loss: 0.0311842 | Time: 44203.6 ms [2022-04-02 11:33:53 main:574] : INFO : Epoch 2005 | loss: 0.0311639 | val_loss: 0.0311887 | Time: 44378.1 ms [2022-04-02 11:34:41 main:574] : INFO : Epoch 2006 | loss: 0.0311693 | val_loss: 0.0311821 | Time: 48591.5 ms [2022-04-02 11:35:26 main:574] : INFO : Epoch 2007 | loss: 0.031165 | val_loss: 0.0311816 | Time: 44251.1 ms [2022-04-02 11:36:10 main:574] : INFO : Epoch 2008 | loss: 0.0311629 | val_loss: 0.0311842 | Time: 44407 ms [2022-04-02 11:36:55 main:574] : INFO : Epoch 2009 | loss: 0.0311633 | val_loss: 0.0311839 | Time: 44470.6 ms [2022-04-02 11:37:40 main:574] : INFO : Epoch 2010 | loss: 0.0311636 | val_loss: 0.0311819 | Time: 45059 ms [2022-04-02 11:38:27 main:574] : INFO : Epoch 2011 | loss: 0.0311641 | val_loss: 0.0311832 | Time: 46658 ms [2022-04-02 11:39:17 main:574] : INFO : Epoch 2012 | loss: 0.0311632 | val_loss: 0.0311829 | Time: 50417.3 ms [2022-04-02 11:40:02 main:574] : INFO : Epoch 2013 | loss: 0.0311663 | val_loss: 0.0311931 | Time: 44193.2 ms [2022-04-02 11:40:46 main:574] : INFO : Epoch 2014 | loss: 0.031167 | val_loss: 0.0311888 | Time: 44245.6 ms [2022-04-02 11:41:34 main:574] : INFO : Epoch 2015 | loss: 0.0311657 | val_loss: 0.0311851 | Time: 47400.2 ms [2022-04-02 11:42:22 main:574] : INFO : Epoch 2016 | loss: 0.0311628 | val_loss: 0.031187 | Time: 48326.3 ms [2022-04-02 11:43:06 main:574] : INFO : Epoch 2017 | loss: 0.0311645 | val_loss: 0.0311883 | Time: 44428.7 ms [2022-04-02 11:43:53 main:574] : INFO : Epoch 2018 | loss: 0.0311646 | val_loss: 0.0311835 | Time: 46770.4 ms [2022-04-02 11:44:38 main:574] : INFO : Epoch 2019 | loss: 0.0311614 | val_loss: 0.0311832 | Time: 44311.9 ms [2022-04-02 11:45:22 main:574] : INFO : Epoch 2020 | loss: 0.0311596 | val_loss: 0.031184 | Time: 44368.8 ms [2022-04-02 11:46:07 main:574] : INFO : Epoch 2021 | loss: 0.0311626 | val_loss: 0.0311845 | Time: 44485 ms [2022-04-02 11:46:55 main:574] : INFO : Epoch 2022 | loss: 0.0311607 | val_loss: 0.0311877 | Time: 47902.9 ms [2022-04-02 11:47:39 main:574] : INFO : Epoch 2023 | loss: 0.0311675 | val_loss: 0.031193 | Time: 44309.5 ms [2022-04-02 11:48:24 main:574] : INFO : Epoch 2024 | loss: 0.0311673 | val_loss: 0.0311908 | Time: 44113.2 ms [2022-04-02 11:49:08 main:574] : INFO : Epoch 2025 | loss: 0.0311617 | val_loss: 0.0311865 | Time: 44415.7 ms [2022-04-02 11:49:53 main:574] : INFO : Epoch 2026 | loss: 0.0311616 | val_loss: 0.0311867 | Time: 44373.9 ms [2022-04-02 11:50:37 main:574] : INFO : Epoch 2027 | loss: 0.0311603 | val_loss: 0.0311851 | Time: 44558.6 ms [2022-04-02 11:51:25 main:574] : INFO : Epoch 2028 | loss: 0.0311647 | val_loss: 0.0311898 | Time: 47443.2 ms [2022-04-02 11:52:10 main:574] : INFO : Epoch 2029 | loss: 0.0311657 | val_loss: 0.031186 | Time: 44457.7 ms [2022-04-02 11:52:54 main:574] : INFO : Epoch 2030 | loss: 0.0311625 | val_loss: 0.0311884 | Time: 44801.8 ms [2022-04-02 11:53:42 main:574] : INFO : Epoch 2031 | loss: 0.0311601 | val_loss: 0.0311858 | Time: 47409.5 ms [2022-04-02 11:54:26 main:574] : INFO : Epoch 2032 | loss: 0.0311624 | val_loss: 0.0311867 | Time: 44273.6 ms [2022-04-02 11:55:15 main:574] : INFO : Epoch 2033 | loss: 0.0311637 | val_loss: 0.0311879 | Time: 48260.7 ms [2022-04-02 11:55:59 main:574] : INFO : Epoch 2034 | loss: 0.0311629 | val_loss: 0.0311922 | Time: 44361.5 ms [2022-04-02 11:56:47 main:574] : INFO : Epoch 2035 | loss: 0.0311659 | val_loss: 0.0311881 | Time: 47160.1 ms [2022-04-02 11:57:31 main:574] : INFO : Epoch 2036 | loss: 0.031163 | val_loss: 0.0311858 | Time: 44168.9 ms [2022-04-02 11:58:16 main:574] : INFO : Epoch 2037 | loss: 0.0311634 | val_loss: 0.0311876 | Time: 44462.5 ms [2022-04-02 11:59:03 main:574] : INFO : Epoch 2038 | loss: 0.0311632 | val_loss: 0.0311897 | Time: 47726.6 ms [2022-04-02 11:59:48 main:574] : INFO : Epoch 2039 | loss: 0.0311617 | val_loss: 0.0311851 | Time: 44481.3 ms [2022-04-02 12:00:36 main:574] : INFO : Epoch 2040 | loss: 0.0311607 | val_loss: 0.0311835 | Time: 47631.6 ms [2022-04-02 12:01:20 main:574] : INFO : Epoch 2041 | loss: 0.0311604 | val_loss: 0.031185 | Time: 44196.1 ms [2022-04-02 12:02:05 main:574] : INFO : Epoch 2042 | loss: 0.0311609 | val_loss: 0.0311832 | Time: 44354.5 ms [2022-04-02 12:02:49 main:574] : INFO : Epoch 2043 | loss: 0.031162 | val_loss: 0.031189 | Time: 44527.6 ms [2022-04-02 12:03:34 main:574] : INFO : Epoch 2044 | loss: 0.0311651 | val_loss: 0.0311894 | Time: 44439.8 ms [2022-04-02 12:04:18 main:574] : INFO : Epoch 2045 | loss: 0.0311608 | val_loss: 0.0311875 | Time: 44258.6 ms [2022-04-02 12:05:03 main:574] : INFO : Epoch 2046 | loss: 0.0311609 | val_loss: 0.0311866 | Time: 44276.8 ms [2022-04-02 12:05:47 main:574] : INFO : Epoch 2047 | loss: 0.0311604 | val_loss: 0.0311911 | Time: 44642.8 ms [2022-04-02 12:06:32 main:574] : INFO : Epoch 2048 | loss: 0.0311637 | val_loss: 0.0311951 | Time: 44433.7 ms [2022-04-02 12:06:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311951 [2022-04-02 12:06:32 main:603] : INFO : Saving end state to config to file [2022-04-02 12:06:32 main:608] : INFO : Success, exiting.. 12:06:32 (4124): 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)