Task 14627162
| Name | ParityModified-1647048377-8638-3-0_1 |
| Workunit | 11638817 |
| Created | 20 Apr 2022, 15:00:29 UTC |
| Sent | 20 Apr 2022, 15:04:14 UTC |
| Report deadline | 28 Apr 2022, 15:04:14 UTC |
| Received | 20 Apr 2022, 19:58:30 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 4 hours 53 min 41 sec |
| CPU time | 4 hours 20 min 57 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 2,569.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> FO : Epoch 1542 | loss: 0.0311462 | val_loss: 0.0311645 | Time: 8166.81 ms [2022-04-20 20:48:50 main:574] : INFO : Epoch 1543 | loss: 0.0311469 | val_loss: 0.0311629 | Time: 8556.54 ms [2022-04-20 20:49:00 main:574] : INFO : Epoch 1544 | loss: 0.0311453 | val_loss: 0.0311602 | Time: 8241.91 ms [2022-04-20 20:49:09 main:574] : INFO : Epoch 1545 | loss: 0.0311445 | val_loss: 0.0311635 | Time: 8650.98 ms [2022-04-20 20:49:18 main:574] : INFO : Epoch 1546 | loss: 0.0311469 | val_loss: 0.0311624 | Time: 8350.85 ms [2022-04-20 20:49:27 main:574] : INFO : Epoch 1547 | loss: 0.0311449 | val_loss: 0.0311635 | Time: 8852.83 ms [2022-04-20 20:49:35 main:574] : INFO : Epoch 1548 | loss: 0.0311452 | val_loss: 0.0311644 | Time: 8250.9 ms [2022-04-20 20:49:44 main:574] : INFO : Epoch 1549 | loss: 0.0311437 | val_loss: 0.0311678 | Time: 8458.36 ms [2022-04-20 20:49:52 main:574] : INFO : Epoch 1550 | loss: 0.0311422 | val_loss: 0.0311675 | Time: 8626.49 ms [2022-04-20 20:50:01 main:574] : INFO : Epoch 1551 | loss: 0.0311444 | val_loss: 0.0311668 | Time: 8523.26 ms [2022-04-20 20:50:10 main:574] : INFO : Epoch 1552 | loss: 0.0311448 | val_loss: 0.0311689 | Time: 8698.4 ms [2022-04-20 20:50:18 main:574] : INFO : Epoch 1553 | loss: 0.0311437 | val_loss: 0.0311648 | Time: 8701.86 ms [2022-04-20 20:50:27 main:574] : INFO : Epoch 1554 | loss: 0.0311425 | val_loss: 0.0311618 | Time: 8401.19 ms [2022-04-20 20:50:35 main:574] : INFO : Epoch 1555 | loss: 0.0311463 | val_loss: 0.0311666 | Time: 8630.01 ms [2022-04-20 20:50:44 main:574] : INFO : Epoch 1556 | loss: 0.0311496 | val_loss: 0.0311677 | Time: 8669.01 ms [2022-04-20 20:50:53 main:574] : INFO : Epoch 1557 | loss: 0.031147 | val_loss: 0.0311658 | Time: 8583.08 ms [2022-04-20 20:51:01 main:574] : INFO : Epoch 1558 | loss: 0.0311459 | val_loss: 0.0311679 | Time: 8300.34 ms [2022-04-20 20:51:10 main:574] : INFO : Epoch 1559 | loss: 0.0311474 | val_loss: 0.0311669 | Time: 8173.07 ms [2022-04-20 20:51:18 main:574] : INFO : Epoch 1560 | loss: 0.0311446 | val_loss: 0.0311709 | Time: 8618.97 ms [2022-04-20 20:51:27 main:574] : INFO : Epoch 1561 | loss: 0.031144 | val_loss: 0.0311652 | Time: 8319.47 ms [2022-04-20 20:51:35 main:574] : INFO : Epoch 1562 | loss: 0.0311409 | val_loss: 0.0311664 | Time: 8178.56 ms [2022-04-20 20:51:43 main:574] : INFO : Epoch 1563 | loss: 0.0311413 | val_loss: 0.0311648 | Time: 8096.86 ms [2022-04-20 20:51:52 main:574] : INFO : Epoch 1564 | loss: 0.0311417 | val_loss: 0.0311664 | Time: 8305.41 ms [2022-04-20 20:52:00 main:574] : INFO : Epoch 1565 | loss: 0.0311416 | val_loss: 0.0311633 | Time: 8236.8 ms [2022-04-20 20:52:09 main:574] : INFO : Epoch 1566 | loss: 0.0311434 | val_loss: 0.0311635 | Time: 8499.67 ms [2022-04-20 20:52:17 main:574] : INFO : Epoch 1567 | loss: 0.0311424 | val_loss: 0.0311657 | Time: 8409.98 ms [2022-04-20 20:52:26 main:574] : INFO : Epoch 1568 | loss: 0.0311423 | val_loss: 0.0311633 | Time: 8214.88 ms [2022-04-20 20:52:34 main:574] : INFO : Epoch 1569 | loss: 0.0311432 | val_loss: 0.0311677 | Time: 8263.65 ms [2022-04-20 20:52:43 main:574] : INFO : Epoch 1570 | loss: 0.0311417 | val_loss: 0.0311638 | Time: 8368.22 ms [2022-04-20 20:52:51 main:574] : INFO : Epoch 1571 | loss: 0.0311396 | val_loss: 0.0311625 | Time: 8238.79 ms [2022-04-20 20:53:00 main:574] : INFO : Epoch 1572 | loss: 0.0311417 | val_loss: 0.0311615 | Time: 8559.29 ms [2022-04-20 20:53:08 main:574] : INFO : Epoch 1573 | loss: 0.0311444 | val_loss: 0.0311696 | Time: 8296.75 ms [2022-04-20 20:53:17 main:574] : INFO : Epoch 1574 | loss: 0.0311439 | val_loss: 0.0311676 | Time: 8456.39 ms [2022-04-20 20:53:25 main:574] : INFO : Epoch 1575 | loss: 0.0311425 | val_loss: 0.0311688 | Time: 8694.44 ms [2022-04-20 20:53:34 main:574] : INFO : Epoch 1576 | loss: 0.0311434 | val_loss: 0.0311664 | Time: 8419.35 ms [2022-04-20 20:53:42 main:574] : INFO : Epoch 1577 | loss: 0.0311426 | val_loss: 0.0311668 | Time: 8066.57 ms [2022-04-20 20:53:51 main:574] : INFO : Epoch 1578 | loss: 0.0311397 | val_loss: 0.0311678 | Time: 8415.12 ms [2022-04-20 20:53:59 main:574] : INFO : Epoch 1579 | loss: 0.0311429 | val_loss: 0.0311664 | Time: 8590.52 ms [2022-04-20 20:54:08 main:574] : INFO : Epoch 1580 | loss: 0.0311393 | val_loss: 0.0311673 | Time: 8263.74 ms [2022-04-20 20:54:16 main:574] : INFO : Epoch 1581 | loss: 0.0311385 | val_loss: 0.0311632 | Time: 8354.93 ms [2022-04-20 20:54:25 main:574] : INFO : Epoch 1582 | loss: 0.0311416 | val_loss: 0.031164 | Time: 8520.3 ms [2022-04-20 20:54:33 main:574] : INFO : Epoch 1583 | loss: 0.0311415 | val_loss: 0.0311638 | Time: 8113.49 ms [2022-04-20 20:54:42 main:574] : INFO : Epoch 1584 | loss: 0.0311422 | val_loss: 0.0311646 | Time: 8585.12 ms [2022-04-20 20:54:50 main:574] : INFO : Epoch 1585 | loss: 0.0311439 | val_loss: 0.0311652 | Time: 8263.94 ms [2022-04-20 20:54:59 main:574] : INFO : Epoch 1586 | loss: 0.0311414 | val_loss: 0.0311656 | Time: 8523.84 ms [2022-04-20 20:55:07 main:574] : INFO : Epoch 1587 | loss: 0.0311415 | val_loss: 0.03117 | Time: 8062.4 ms [2022-04-20 20:55:16 main:574] : INFO : Epoch 1588 | loss: 0.031144 | val_loss: 0.0311671 | Time: 8420.74 ms [2022-04-20 20:55:24 main:574] : INFO : Epoch 1589 | loss: 0.031143 | val_loss: 0.0311675 | Time: 8457.68 ms [2022-04-20 20:55:33 main:574] : INFO : Epoch 1590 | loss: 0.031142 | val_loss: 0.0311706 | Time: 8432.1 ms [2022-04-20 20:55:41 main:574] : INFO : Epoch 1591 | loss: 0.0311413 | val_loss: 0.0311684 | Time: 7818.99 ms [2022-04-20 20:55:49 main:574] : INFO : Epoch 1592 | loss: 0.0311418 | val_loss: 0.0311669 | Time: 8212.17 ms [2022-04-20 20:55:57 main:574] : INFO : Epoch 1593 | loss: 0.0311428 | val_loss: 0.031163 | Time: 8089.36 ms [2022-04-20 20:56:05 main:574] : INFO : Epoch 1594 | loss: 0.0311445 | val_loss: 0.0311676 | Time: 8249.22 ms [2022-04-20 20:56:14 main:574] : INFO : Epoch 1595 | loss: 0.0311437 | val_loss: 0.0311713 | Time: 8300.46 ms [2022-04-20 20:56:23 main:574] : INFO : Epoch 1596 | loss: 0.0311473 | val_loss: 0.031181 | Time: 8650.99 ms [2022-04-20 20:56:30 main:574] : INFO : Epoch 1597 | loss: 0.0311472 | val_loss: 0.0311725 | Time: 7765.65 ms [2022-04-20 20:56:39 main:574] : INFO : Epoch 1598 | loss: 0.0311437 | val_loss: 0.0311708 | Time: 8167.37 ms [2022-04-20 20:56:47 main:574] : INFO : Epoch 1599 | loss: 0.0311434 | val_loss: 0.0311654 | Time: 8439.99 ms [2022-04-20 20:56:56 main:574] : INFO : Epoch 1600 | loss: 0.031142 | val_loss: 0.0311708 | Time: 8569.2 ms [2022-04-20 20:57:05 main:574] : INFO : Epoch 1601 | loss: 0.0311441 | val_loss: 0.0311662 | Time: 8731.44 ms [2022-04-20 20:57:13 main:574] : INFO : Epoch 1602 | loss: 0.0311444 | val_loss: 0.0311666 | Time: 8331.27 ms [2022-04-20 20:57:22 main:574] : INFO : Epoch 1603 | loss: 0.0311461 | val_loss: 0.0311642 | Time: 8314.76 ms [2022-04-20 20:57:30 main:574] : INFO : Epoch 1604 | loss: 0.0311504 | val_loss: 0.0311674 | Time: 8138.3 ms [2022-04-20 20:57:38 main:574] : INFO : Epoch 1605 | loss: 0.0311474 | val_loss: 0.0311616 | Time: 8165.46 ms [2022-04-20 20:57:47 main:574] : INFO : Epoch 1606 | loss: 0.0311455 | val_loss: 0.0311597 | Time: 8102.72 ms [2022-04-20 20:57:55 main:574] : INFO : Epoch 1607 | loss: 0.0311449 | val_loss: 0.0311622 | Time: 8224.54 ms [2022-04-20 20:58:03 main:574] : INFO : Epoch 1608 | loss: 0.0311451 | val_loss: 0.0311641 | Time: 8107.12 ms [2022-04-20 20:58:11 main:574] : INFO : Epoch 1609 | loss: 0.0311462 | val_loss: 0.031165 | Time: 8004.96 ms [2022-04-20 20:58:19 main:574] : INFO : Epoch 1610 | loss: 0.0311447 | val_loss: 0.0311619 | Time: 8029.66 ms [2022-04-20 20:58:27 main:574] : INFO : Epoch 1611 | loss: 0.0311442 | val_loss: 0.0311734 | Time: 8028.58 ms [2022-04-20 20:58:36 main:574] : INFO : Epoch 1612 | loss: 0.0311442 | val_loss: 0.0311687 | Time: 7911.66 ms [2022-04-20 20:58:45 main:574] : INFO : Epoch 1613 | loss: 0.0311449 | val_loss: 0.031168 | Time: 8641.54 ms [2022-04-20 20:58:53 main:574] : INFO : Epoch 1614 | loss: 0.0311447 | val_loss: 0.0311663 | Time: 8213.26 ms [2022-04-20 20:59:01 main:574] : INFO : Epoch 1615 | loss: 0.0311424 | val_loss: 0.0311654 | Time: 7886.64 ms [2022-04-20 20:59:09 main:574] : INFO : Epoch 1616 | loss: 0.0311449 | val_loss: 0.0311636 | Time: 8022.7 ms [2022-04-20 20:59:17 main:574] : INFO : Epoch 1617 | loss: 0.0311432 | val_loss: 0.0311617 | Time: 8163.04 ms [2022-04-20 20:59:25 main:574] : INFO : Epoch 1618 | loss: 0.0311438 | val_loss: 0.0311646 | Time: 7848.09 ms [2022-04-20 20:59:34 main:574] : INFO : Epoch 1619 | loss: 0.0311435 | val_loss: 0.0311608 | Time: 8246.55 ms [2022-04-20 20:59:42 main:574] : INFO : Epoch 1620 | loss: 0.0311437 | val_loss: 0.0311659 | Time: 8285.74 ms [2022-04-20 20:59:51 main:574] : INFO : Epoch 1621 | loss: 0.0311435 | val_loss: 0.0311612 | Time: 8112.35 ms [2022-04-20 20:59:59 main:574] : INFO : Epoch 1622 | loss: 0.0311428 | val_loss: 0.0311775 | Time: 7722.04 ms [2022-04-20 21:00:07 main:574] : INFO : Epoch 1623 | loss: 0.0311452 | val_loss: 0.0311661 | Time: 7782.52 ms [2022-04-20 21:00:14 main:574] : INFO : Epoch 1624 | loss: 0.0311434 | val_loss: 0.0311606 | Time: 7277.64 ms [2022-04-20 21:00:21 main:574] : INFO : Epoch 1625 | loss: 0.0311421 | val_loss: 0.0311623 | Time: 6958.72 ms [2022-04-20 21:00:29 main:574] : INFO : Epoch 1626 | loss: 0.0311469 | val_loss: 0.0311593 | Time: 6977.79 ms [2022-04-20 21:00:35 main:574] : INFO : Epoch 1627 | loss: 0.0311453 | val_loss: 0.0311604 | Time: 6778.38 ms [2022-04-20 21:00:43 main:574] : INFO : Epoch 1628 | loss: 0.0311459 | val_loss: 0.0311596 | Time: 7152.13 ms [2022-04-20 21:00:49 main:574] : INFO : Epoch 1629 | loss: 0.031146 | val_loss: 0.0311605 | Time: 6665.85 ms [2022-04-20 21:00:56 main:574] : INFO : Epoch 1630 | loss: 0.0311471 | val_loss: 0.0311674 | Time: 6909.58 ms [2022-04-20 21:01:03 main:574] : INFO : Epoch 1631 | loss: 0.0311525 | val_loss: 0.0311674 | Time: 6605.75 ms [2022-04-20 21:01:10 main:574] : INFO : Epoch 1632 | loss: 0.0311491 | val_loss: 0.0311645 | Time: 6952.11 ms [2022-04-20 21:01:17 main:574] : INFO : Epoch 1633 | loss: 0.0311466 | val_loss: 0.0311645 | Time: 7044.99 ms [2022-04-20 21:01:24 main:574] : INFO : Epoch 1634 | loss: 0.0311466 | val_loss: 0.0311587 | Time: 6804.38 ms [2022-04-20 21:01:31 main:574] : INFO : Epoch 1635 | loss: 0.0311459 | val_loss: 0.0311607 | Time: 6746.97 ms [2022-04-20 21:01:38 main:574] : INFO : Epoch 1636 | loss: 0.0311454 | val_loss: 0.0311608 | Time: 6734.49 ms [2022-04-20 21:01:45 main:574] : INFO : Epoch 1637 | loss: 0.0311443 | val_loss: 0.0311606 | Time: 6808.6 ms [2022-04-20 21:01:52 main:574] : INFO : Epoch 1638 | loss: 0.0311429 | val_loss: 0.0311612 | Time: 6937.86 ms [2022-04-20 21:01:59 main:574] : INFO : Epoch 1639 | loss: 0.0311412 | val_loss: 0.0311632 | Time: 6843.79 ms [2022-04-20 21:02:07 main:574] : INFO : Epoch 1640 | loss: 0.0311418 | val_loss: 0.0311692 | Time: 7245.03 ms [2022-04-20 21:02:14 main:574] : INFO : Epoch 1641 | loss: 0.0311452 | val_loss: 0.0311711 | Time: 7340.72 ms [2022-04-20 21:02:22 main:574] : INFO : Epoch 1642 | loss: 0.0311423 | val_loss: 0.0311627 | Time: 7524.67 ms [2022-04-20 21:02:29 main:574] : INFO : Epoch 1643 | loss: 0.0311416 | val_loss: 0.0311654 | Time: 7011.64 ms [2022-04-20 21:02:36 main:574] : INFO : Epoch 1644 | loss: 0.0311432 | val_loss: 0.0311715 | Time: 7467.76 ms [2022-04-20 21:02:44 main:574] : INFO : Epoch 1645 | loss: 0.0311454 | val_loss: 0.0311832 | Time: 7319.03 ms [2022-04-20 21:02:51 main:574] : INFO : Epoch 1646 | loss: 0.031148 | val_loss: 0.0311719 | Time: 7265.29 ms [2022-04-20 21:02:58 main:574] : INFO : Epoch 1647 | loss: 0.0311435 | val_loss: 0.0311656 | Time: 7124.76 ms [2022-04-20 21:03:06 main:574] : INFO : Epoch 1648 | loss: 0.0311418 | val_loss: 0.0311617 | Time: 7433.07 ms [2022-04-20 21:03:14 main:574] : INFO : Epoch 1649 | loss: 0.0311394 | val_loss: 0.0311626 | Time: 8144.94 ms [2022-04-20 21:03:23 main:574] : INFO : Epoch 1650 | loss: 0.0311399 | val_loss: 0.0311637 | Time: 8735.64 ms [2022-04-20 21:03:31 main:574] : INFO : Epoch 1651 | loss: 0.0311403 | val_loss: 0.0311615 | Time: 8124.06 ms [2022-04-20 21:03:38 main:574] : INFO : Epoch 1652 | loss: 0.0311413 | val_loss: 0.0311652 | Time: 6303.46 ms [2022-04-20 21:03:47 main:574] : INFO : Epoch 1653 | loss: 0.0311429 | val_loss: 0.0311636 | Time: 9217.66 ms [2022-04-20 21:03:55 main:574] : INFO : Epoch 1654 | loss: 0.0311426 | val_loss: 0.0311595 | Time: 8310.67 ms [2022-04-20 21:04:04 main:574] : INFO : Epoch 1655 | loss: 0.0311414 | val_loss: 0.0311624 | Time: 8423.6 ms [2022-04-20 21:04:12 main:574] : INFO : Epoch 1656 | loss: 0.0311396 | val_loss: 0.0311602 | Time: 8403.72 ms [2022-04-20 21:04:21 main:574] : INFO : Epoch 1657 | loss: 0.0311388 | val_loss: 0.0311609 | Time: 8276.99 ms [2022-04-20 21:04:29 main:574] : INFO : Epoch 1658 | loss: 0.0311398 | val_loss: 0.031165 | Time: 8212.05 ms [2022-04-20 21:04:37 main:574] : INFO : Epoch 1659 | loss: 0.0311426 | val_loss: 0.0311642 | Time: 8100.82 ms [2022-04-20 21:04:46 main:574] : INFO : Epoch 1660 | loss: 0.0311421 | val_loss: 0.0311649 | Time: 8274.78 ms [2022-04-20 21:04:54 main:574] : INFO : Epoch 1661 | loss: 0.0311486 | val_loss: 0.0311639 | Time: 8121.94 ms [2022-04-20 21:05:03 main:574] : INFO : Epoch 1662 | loss: 0.0311468 | val_loss: 0.0311619 | Time: 8671.66 ms [2022-04-20 21:05:11 main:574] : INFO : Epoch 1663 | loss: 0.0311443 | val_loss: 0.0311713 | Time: 8090 ms [2022-04-20 21:05:19 main:574] : INFO : Epoch 1664 | loss: 0.0311436 | val_loss: 0.0311693 | Time: 8122.1 ms [2022-04-20 21:05:27 main:574] : INFO : Epoch 1665 | loss: 0.0311426 | val_loss: 0.0311648 | Time: 7959.63 ms [2022-04-20 21:05:35 main:574] : INFO : Epoch 1666 | loss: 0.0311425 | val_loss: 0.0311632 | Time: 8212.08 ms [2022-04-20 21:05:43 main:574] : INFO : Epoch 1667 | loss: 0.0311422 | val_loss: 0.0311635 | Time: 7797.44 ms [2022-04-20 21:05:51 main:574] : INFO : Epoch 1668 | loss: 0.0311441 | val_loss: 0.031168 | Time: 7969.98 ms [2022-04-20 21:05:59 main:574] : INFO : Epoch 1669 | loss: 0.0311422 | val_loss: 0.0311633 | Time: 7834.86 ms [2022-04-20 21:06:08 main:574] : INFO : Epoch 1670 | loss: 0.0311421 | val_loss: 0.0311627 | Time: 8144.06 ms [2022-04-20 21:06:15 main:574] : INFO : Epoch 1671 | loss: 0.0311408 | val_loss: 0.0311638 | Time: 7687.15 ms [2022-04-20 21:06:24 main:574] : INFO : Epoch 1672 | loss: 0.0311388 | val_loss: 0.0311625 | Time: 8763.42 ms [2022-04-20 21:06:32 main:574] : INFO : Epoch 1673 | loss: 0.0311406 | val_loss: 0.0311694 | Time: 8024.17 ms [2022-04-20 21:06:41 main:574] : INFO : Epoch 1674 | loss: 0.031144 | val_loss: 0.0311667 | Time: 8017.37 ms [2022-04-20 21:06:49 main:574] : INFO : Epoch 1675 | loss: 0.0311493 | val_loss: 0.0311705 | Time: 7916.73 ms [2022-04-20 21:06:57 main:574] : INFO : Epoch 1676 | loss: 0.0311446 | val_loss: 0.0311639 | Time: 8024.09 ms [2022-04-20 21:07:05 main:574] : INFO : Epoch 1677 | loss: 0.0311394 | val_loss: 0.0311621 | Time: 7955.13 ms [2022-04-20 21:07:13 main:574] : INFO : Epoch 1678 | loss: 0.0311394 | val_loss: 0.0311604 | Time: 8019.9 ms [2022-04-20 21:07:20 main:574] : INFO : Epoch 1679 | loss: 0.0311424 | val_loss: 0.0311627 | Time: 7727.3 ms [2022-04-20 21:07:29 main:574] : INFO : Epoch 1680 | loss: 0.0311389 | val_loss: 0.0311636 | Time: 8309.3 ms [2022-04-20 21:07:37 main:574] : INFO : Epoch 1681 | loss: 0.0311419 | val_loss: 0.0311684 | Time: 7952.33 ms [2022-04-20 21:07:45 main:574] : INFO : Epoch 1682 | loss: 0.0311434 | val_loss: 0.0311664 | Time: 7860.08 ms [2022-04-20 21:07:53 main:574] : INFO : Epoch 1683 | loss: 0.0311409 | val_loss: 0.0311677 | Time: 8039.66 ms [2022-04-20 21:08:01 main:574] : INFO : Epoch 1684 | loss: 0.0311422 | val_loss: 0.0311631 | Time: 7946.26 ms [2022-04-20 21:08:09 main:574] : INFO : Epoch 1685 | loss: 0.0311373 | val_loss: 0.0311651 | Time: 8119.22 ms [2022-04-20 21:08:18 main:574] : INFO : Epoch 1686 | loss: 0.0311377 | val_loss: 0.0311641 | Time: 8218.89 ms [2022-04-20 21:08:26 main:574] : INFO : Epoch 1687 | loss: 0.0311403 | val_loss: 0.0311631 | Time: 8265.48 ms [2022-04-20 21:08:34 main:574] : INFO : Epoch 1688 | loss: 0.0311382 | val_loss: 0.0311664 | Time: 7943.76 ms [2022-04-20 21:08:42 main:574] : INFO : Epoch 1689 | loss: 0.0311376 | val_loss: 0.0311713 | Time: 7873.28 ms [2022-04-20 21:08:51 main:574] : INFO : Epoch 1690 | loss: 0.0311366 | val_loss: 0.0311668 | Time: 8296.74 ms [2022-04-20 21:08:58 main:574] : INFO : Epoch 1691 | loss: 0.0311366 | val_loss: 0.0311646 | Time: 7719.51 ms [2022-04-20 21:09:07 main:574] : INFO : Epoch 1692 | loss: 0.0311382 | val_loss: 0.0311636 | Time: 8603.53 ms [2022-04-20 21:09:15 main:574] : INFO : Epoch 1693 | loss: 0.0311429 | val_loss: 0.031164 | Time: 8199.79 ms [2022-04-20 21:09:23 main:574] : INFO : Epoch 1694 | loss: 0.0311373 | val_loss: 0.0311633 | Time: 7869.66 ms [2022-04-20 21:09:32 main:574] : INFO : Epoch 1695 | loss: 0.0311377 | val_loss: 0.0311717 | Time: 8187.15 ms [2022-04-20 21:09:40 main:574] : INFO : Epoch 1696 | loss: 0.0311383 | val_loss: 0.0311669 | Time: 8094.9 ms [2022-04-20 21:09:48 main:574] : INFO : Epoch 1697 | loss: 0.0311372 | val_loss: 0.0311686 | Time: 8038.34 ms [2022-04-20 21:09:57 main:574] : INFO : Epoch 1698 | loss: 0.0311367 | val_loss: 0.0311623 | Time: 8420.92 ms [2022-04-20 21:10:05 main:574] : INFO : Epoch 1699 | loss: 0.0311377 | val_loss: 0.0311654 | Time: 8146.33 ms [2022-04-20 21:10:14 main:574] : INFO : Epoch 1700 | loss: 0.0311363 | val_loss: 0.0311629 | Time: 8710.6 ms [2022-04-20 21:10:22 main:574] : INFO : Epoch 1701 | loss: 0.0311355 | val_loss: 0.0311636 | Time: 8265.66 ms [2022-04-20 21:10:31 main:574] : INFO : Epoch 1702 | loss: 0.0311364 | val_loss: 0.0311649 | Time: 8428.81 ms [2022-04-20 21:10:39 main:574] : INFO : Epoch 1703 | loss: 0.0311345 | val_loss: 0.0311664 | Time: 8295.21 ms [2022-04-20 21:10:47 main:574] : INFO : Epoch 1704 | loss: 0.0311338 | val_loss: 0.0311633 | Time: 8230.91 ms [2022-04-20 21:10:56 main:574] : INFO : Epoch 1705 | loss: 0.0311349 | val_loss: 0.0311642 | Time: 8440.39 ms [2022-04-20 21:11:04 main:574] : INFO : Epoch 1706 | loss: 0.0311343 | val_loss: 0.0311616 | Time: 8309.32 ms [2022-04-20 21:11:13 main:574] : INFO : Epoch 1707 | loss: 0.0311332 | val_loss: 0.0311653 | Time: 8561.34 ms [2022-04-20 21:11:22 main:574] : INFO : Epoch 1708 | loss: 0.0311342 | val_loss: 0.0311626 | Time: 8828.15 ms [2022-04-20 21:11:31 main:574] : INFO : Epoch 1709 | loss: 0.0311337 | val_loss: 0.0311595 | Time: 8736.71 ms [2022-04-20 21:11:39 main:574] : INFO : Epoch 1710 | loss: 0.0311351 | val_loss: 0.0311635 | Time: 8208.07 ms [2022-04-20 21:11:47 main:574] : INFO : Epoch 1711 | loss: 0.0311352 | val_loss: 0.0311707 | Time: 8171.15 ms [2022-04-20 21:11:56 main:574] : INFO : Epoch 1712 | loss: 0.0311368 | val_loss: 0.0311627 | Time: 8511.21 ms [2022-04-20 21:12:05 main:574] : INFO : Epoch 1713 | loss: 0.0311334 | val_loss: 0.0311635 | Time: 8527.02 ms [2022-04-20 21:12:13 main:574] : INFO : Epoch 1714 | loss: 0.0311353 | val_loss: 0.0311647 | Time: 8257.02 ms [2022-04-20 21:12:21 main:574] : INFO : Epoch 1715 | loss: 0.0311325 | val_loss: 0.0311623 | Time: 8385.86 ms [2022-04-20 21:12:30 main:574] : INFO : Epoch 1716 | loss: 0.0311325 | val_loss: 0.0311705 | Time: 8586.33 ms [2022-04-20 21:12:39 main:574] : INFO : Epoch 1717 | loss: 0.0311353 | val_loss: 0.0311637 | Time: 8507.97 ms [2022-04-20 21:12:47 main:574] : INFO : Epoch 1718 | loss: 0.0311406 | val_loss: 0.0311605 | Time: 7890.38 ms [2022-04-20 21:12:55 main:574] : INFO : Epoch 1719 | loss: 0.0311438 | val_loss: 0.0311627 | Time: 8330.12 ms [2022-04-20 21:13:04 main:574] : INFO : Epoch 1720 | loss: 0.0311482 | val_loss: 0.0311592 | Time: 8406.08 ms [2022-04-20 21:13:13 main:574] : INFO : Epoch 1721 | loss: 0.0311413 | val_loss: 0.0311616 | Time: 8709.78 ms [2022-04-20 21:13:22 main:574] : INFO : Epoch 1722 | loss: 0.0311411 | val_loss: 0.0311627 | Time: 8785.14 ms [2022-04-20 21:13:31 main:574] : INFO : Epoch 1723 | loss: 0.0311401 | val_loss: 0.031166 | Time: 9289.63 ms [2022-04-20 21:13:39 main:574] : INFO : Epoch 1724 | loss: 0.0311429 | val_loss: 0.0311608 | Time: 8134.62 ms [2022-04-20 21:13:47 main:574] : INFO : Epoch 1725 | loss: 0.0311406 | val_loss: 0.0311625 | Time: 8054.59 ms [2022-04-20 21:13:56 main:574] : INFO : Epoch 1726 | loss: 0.0311413 | val_loss: 0.0311696 | Time: 8722.18 ms [2022-04-20 21:14:05 main:574] : INFO : Epoch 1727 | loss: 0.031141 | val_loss: 0.0311612 | Time: 8547.24 ms [2022-04-20 21:14:14 main:574] : INFO : Epoch 1728 | loss: 0.0311409 | val_loss: 0.0311643 | Time: 8541.54 ms [2022-04-20 21:14:22 main:574] : INFO : Epoch 1729 | loss: 0.0311418 | val_loss: 0.0311595 | Time: 8736.25 ms [2022-04-20 21:14:31 main:574] : INFO : Epoch 1730 | loss: 0.0311409 | val_loss: 0.0311592 | Time: 8728.98 ms [2022-04-20 21:14:41 main:574] : INFO : Epoch 1731 | loss: 0.0311395 | val_loss: 0.0311661 | Time: 9208.74 ms [2022-04-20 21:14:49 main:574] : INFO : Epoch 1732 | loss: 0.031141 | val_loss: 0.0311619 | Time: 8325.01 ms [2022-04-20 21:14:57 main:574] : INFO : Epoch 1733 | loss: 0.0311444 | val_loss: 0.0311736 | Time: 8129.33 ms [2022-04-20 21:15:06 main:574] : INFO : Epoch 1734 | loss: 0.0311461 | val_loss: 0.0311777 | Time: 8626.04 ms [2022-04-20 21:15:14 main:574] : INFO : Epoch 1735 | loss: 0.031142 | val_loss: 0.0311601 | Time: 8070.86 ms [2022-04-20 21:15:23 main:574] : INFO : Epoch 1736 | loss: 0.0311391 | val_loss: 0.0311645 | Time: 8235.73 ms [2022-04-20 21:15:31 main:574] : INFO : Epoch 1737 | loss: 0.0311361 | val_loss: 0.0311637 | Time: 8286.37 ms [2022-04-20 21:15:40 main:574] : INFO : Epoch 1738 | loss: 0.031137 | val_loss: 0.0311647 | Time: 8387.91 ms [2022-04-20 21:15:48 main:574] : INFO : Epoch 1739 | loss: 0.0311364 | val_loss: 0.0311616 | Time: 8447.91 ms [2022-04-20 21:15:57 main:574] : INFO : Epoch 1740 | loss: 0.0311378 | val_loss: 0.0311612 | Time: 8856.93 ms [2022-04-20 21:16:06 main:574] : INFO : Epoch 1741 | loss: 0.0311366 | val_loss: 0.0311637 | Time: 8425.7 ms [2022-04-20 21:16:14 main:574] : INFO : Epoch 1742 | loss: 0.0311384 | val_loss: 0.0311611 | Time: 8401 ms [2022-04-20 21:16:22 main:574] : INFO : Epoch 1743 | loss: 0.0311371 | val_loss: 0.0311656 | Time: 7664.15 ms [2022-04-20 21:16:30 main:574] : INFO : Epoch 1744 | loss: 0.031134 | val_loss: 0.0311567 | Time: 7765.86 ms [2022-04-20 21:16:38 main:574] : INFO : Epoch 1745 | loss: 0.031136 | val_loss: 0.0311607 | Time: 7749.13 ms [2022-04-20 21:16:46 main:574] : INFO : Epoch 1746 | loss: 0.0311364 | val_loss: 0.0311704 | Time: 8153.4 ms [2022-04-20 21:16:55 main:574] : INFO : Epoch 1747 | loss: 0.0311371 | val_loss: 0.031159 | Time: 8191.51 ms [2022-04-20 21:17:04 main:574] : INFO : Epoch 1748 | loss: 0.0311367 | val_loss: 0.031159 | Time: 8119.27 ms [2022-04-20 21:17:12 main:574] : INFO : Epoch 1749 | loss: 0.031137 | val_loss: 0.0311588 | Time: 7890.77 ms [2022-04-20 21:17:20 main:574] : INFO : Epoch 1750 | loss: 0.0311356 | val_loss: 0.0311554 | Time: 7812.2 ms [2022-04-20 21:17:28 main:574] : INFO : Epoch 1751 | loss: 0.031138 | val_loss: 0.0311612 | Time: 7992.23 ms [2022-04-20 21:17:36 main:574] : INFO : Epoch 1752 | loss: 0.0311348 | val_loss: 0.0311606 | Time: 8175.26 ms [2022-04-20 21:17:44 main:574] : INFO : Epoch 1753 | loss: 0.0311377 | val_loss: 0.0311658 | Time: 8146.71 ms [2022-04-20 21:17:53 main:574] : INFO : Epoch 1754 | loss: 0.0311419 | val_loss: 0.031158 | Time: 8079.39 ms [2022-04-20 21:18:01 main:574] : INFO : Epoch 1755 | loss: 0.0311362 | val_loss: 0.0311598 | Time: 8256.51 ms [2022-04-20 21:18:10 main:574] : INFO : Epoch 1756 | loss: 0.0311343 | val_loss: 0.0311602 | Time: 8579.99 ms [2022-04-20 21:18:18 main:574] : INFO : Epoch 1757 | loss: 0.0311375 | val_loss: 0.0311573 | Time: 8118.89 ms [2022-04-20 21:18:26 main:574] : INFO : Epoch 1758 | loss: 0.0311374 | val_loss: 0.0311582 | Time: 8094.66 ms [2022-04-20 21:18:34 main:574] : INFO : Epoch 1759 | loss: 0.0311404 | val_loss: 0.0311659 | Time: 7835.79 ms [2022-04-20 21:18:42 main:574] : INFO : Epoch 1760 | loss: 0.031143 | val_loss: 0.0311614 | Time: 8366.02 ms [2022-04-20 21:18:50 main:574] : INFO : Epoch 1761 | loss: 0.0311406 | val_loss: 0.0311584 | Time: 7804.39 ms [2022-04-20 21:18:59 main:574] : INFO : Epoch 1762 | loss: 0.0311391 | val_loss: 0.0311585 | Time: 8190.02 ms [2022-04-20 21:19:06 main:574] : INFO : Epoch 1763 | loss: 0.0311374 | val_loss: 0.0311597 | Time: 7842.71 ms [2022-04-20 21:19:15 main:574] : INFO : Epoch 1764 | loss: 0.0311374 | val_loss: 0.0311605 | Time: 8647.58 ms [2022-04-20 21:19:23 main:574] : INFO : Epoch 1765 | loss: 0.0311426 | val_loss: 0.0311614 | Time: 8058.76 ms [2022-04-20 21:19:32 main:574] : INFO : Epoch 1766 | loss: 0.0311415 | val_loss: 0.0311591 | Time: 8030.93 ms [2022-04-20 21:19:40 main:574] : INFO : Epoch 1767 | loss: 0.031139 | val_loss: 0.0311616 | Time: 7934.6 ms [2022-04-20 21:19:48 main:574] : INFO : Epoch 1768 | loss: 0.0311408 | val_loss: 0.0311632 | Time: 8037.11 ms [2022-04-20 21:19:56 main:574] : INFO : Epoch 1769 | loss: 0.0311423 | val_loss: 0.0311611 | Time: 8228.49 ms [2022-04-20 21:20:04 main:574] : INFO : Epoch 1770 | loss: 0.0311362 | val_loss: 0.0311613 | Time: 8254.59 ms [2022-04-20 21:20:12 main:574] : INFO : Epoch 1771 | loss: 0.0311355 | val_loss: 0.0311575 | Time: 8056.49 ms [2022-04-20 21:20:21 main:574] : INFO : Epoch 1772 | loss: 0.0311349 | val_loss: 0.0311559 | Time: 7958.44 ms [2022-04-20 21:20:29 main:574] : INFO : Epoch 1773 | loss: 0.0311367 | val_loss: 0.031158 | Time: 7937.04 ms [2022-04-20 21:20:36 main:574] : INFO : Epoch 1774 | loss: 0.0311351 | val_loss: 0.031162 | Time: 7768.9 ms [2022-04-20 21:20:45 main:574] : INFO : Epoch 1775 | loss: 0.0311386 | val_loss: 0.031159 | Time: 8213.88 ms [2022-04-20 21:20:53 main:574] : INFO : Epoch 1776 | loss: 0.0311391 | val_loss: 0.0311607 | Time: 8034.28 ms [2022-04-20 21:21:01 main:574] : INFO : Epoch 1777 | loss: 0.0311398 | val_loss: 0.0311612 | Time: 7900.52 ms [2022-04-20 21:21:09 main:574] : INFO : Epoch 1778 | loss: 0.0311387 | val_loss: 0.0311587 | Time: 7893.89 ms [2022-04-20 21:21:17 main:574] : INFO : Epoch 1779 | loss: 0.0311358 | val_loss: 0.0311616 | Time: 8269.58 ms [2022-04-20 21:21:26 main:574] : INFO : Epoch 1780 | loss: 0.0311347 | val_loss: 0.0311612 | Time: 8436.59 ms [2022-04-20 21:21:34 main:574] : INFO : Epoch 1781 | loss: 0.0311354 | val_loss: 0.0311628 | Time: 8229.79 ms [2022-04-20 21:21:42 main:574] : INFO : Epoch 1782 | loss: 0.0311374 | val_loss: 0.0311591 | Time: 7892.63 ms [2022-04-20 21:21:50 main:574] : INFO : Epoch 1783 | loss: 0.0311371 | val_loss: 0.0311617 | Time: 8091.52 ms [2022-04-20 21:21:59 main:574] : INFO : Epoch 1784 | loss: 0.0311351 | val_loss: 0.0311592 | Time: 8192.02 ms [2022-04-20 21:22:07 main:574] : INFO : Epoch 1785 | loss: 0.0311358 | val_loss: 0.0311619 | Time: 7913.05 ms [2022-04-20 21:22:15 main:574] : INFO : Epoch 1786 | loss: 0.0311385 | val_loss: 0.0311619 | Time: 7843.92 ms [2022-04-20 21:22:23 main:574] : INFO : Epoch 1787 | loss: 0.031139 | val_loss: 0.0311603 | Time: 8151.33 ms [2022-04-20 21:22:31 main:574] : INFO : Epoch 1788 | loss: 0.0311383 | val_loss: 0.0311568 | Time: 7799.04 ms [2022-04-20 21:22:39 main:574] : INFO : Epoch 1789 | loss: 0.0311398 | val_loss: 0.0311569 | Time: 8278.2 ms [2022-04-20 21:22:47 main:574] : INFO : Epoch 1790 | loss: 0.0311398 | val_loss: 0.0311579 | Time: 8010.56 ms [2022-04-20 21:22:55 main:574] : INFO : Epoch 1791 | loss: 0.0311391 | val_loss: 0.0311624 | Time: 7987.42 ms [2022-04-20 21:23:04 main:574] : INFO : Epoch 1792 | loss: 0.0311387 | val_loss: 0.0311605 | Time: 7945.63 ms [2022-04-20 21:23:12 main:574] : INFO : Epoch 1793 | loss: 0.0311356 | val_loss: 0.0311599 | Time: 8008.51 ms [2022-04-20 21:23:20 main:574] : INFO : Epoch 1794 | loss: 0.0311383 | val_loss: 0.0311545 | Time: 7820.12 ms [2022-04-20 21:23:28 main:574] : INFO : Epoch 1795 | loss: 0.0311349 | val_loss: 0.0311599 | Time: 8059.39 ms [2022-04-20 21:23:36 main:574] : INFO : Epoch 1796 | loss: 0.031137 | val_loss: 0.0311605 | Time: 8041.13 ms [2022-04-20 21:23:44 main:574] : INFO : Epoch 1797 | loss: 0.0311346 | val_loss: 0.0311597 | Time: 7972.78 ms [2022-04-20 21:23:52 main:574] : INFO : Epoch 1798 | loss: 0.0311348 | val_loss: 0.031168 | Time: 8309.48 ms [2022-04-20 21:24:01 main:574] : INFO : Epoch 1799 | loss: 0.0311346 | val_loss: 0.0311777 | Time: 8224.47 ms [2022-04-20 21:24:09 main:574] : INFO : Epoch 1800 | loss: 0.0311387 | val_loss: 0.0311557 | Time: 8062.31 ms [2022-04-20 21:24:17 main:574] : INFO : Epoch 1801 | loss: 0.0311336 | val_loss: 0.0311591 | Time: 8159.33 ms [2022-04-20 21:24:25 main:574] : INFO : Epoch 1802 | loss: 0.0311317 | val_loss: 0.0311591 | Time: 8082.29 ms [2022-04-20 21:24:33 main:574] : INFO : Epoch 1803 | loss: 0.0311354 | val_loss: 0.0311544 | Time: 8140.48 ms [2022-04-20 21:24:42 main:574] : INFO : Epoch 1804 | loss: 0.0311346 | val_loss: 0.0311578 | Time: 8073.01 ms [2022-04-20 21:24:50 main:574] : INFO : Epoch 1805 | loss: 0.031134 | val_loss: 0.0311641 | Time: 8127.89 ms [2022-04-20 21:24:58 main:574] : INFO : Epoch 1806 | loss: 0.0311343 | val_loss: 0.0311578 | Time: 7710.53 ms [2022-04-20 21:25:06 main:574] : INFO : Epoch 1807 | loss: 0.0311356 | val_loss: 0.031156 | Time: 7920.35 ms [2022-04-20 21:25:14 main:574] : INFO : Epoch 1808 | loss: 0.0311327 | val_loss: 0.0311588 | Time: 8534.16 ms [2022-04-20 21:25:23 main:574] : INFO : Epoch 1809 | loss: 0.0311335 | val_loss: 0.0311622 | Time: 8269.8 ms [2022-04-20 21:25:31 main:574] : INFO : Epoch 1810 | loss: 0.0311328 | val_loss: 0.0311592 | Time: 7706 ms [2022-04-20 21:25:39 main:574] : INFO : Epoch 1811 | loss: 0.0311363 | val_loss: 0.0311642 | Time: 7897.54 ms [2022-04-20 21:25:47 main:574] : INFO : Epoch 1812 | loss: 0.0311371 | val_loss: 0.0311624 | Time: 8115.84 ms [2022-04-20 21:25:55 main:574] : INFO : Epoch 1813 | loss: 0.0311371 | val_loss: 0.0311587 | Time: 8325.95 ms [2022-04-20 21:26:03 main:574] : INFO : Epoch 1814 | loss: 0.0311376 | val_loss: 0.0311595 | Time: 8187.71 ms [2022-04-20 21:26:12 main:574] : INFO : Epoch 1815 | loss: 0.0311334 | val_loss: 0.0311582 | Time: 8757.04 ms [2022-04-20 21:26:21 main:574] : INFO : Epoch 1816 | loss: 0.0311354 | val_loss: 0.0311566 | Time: 8099.87 ms [2022-04-20 21:26:29 main:574] : INFO : Epoch 1817 | loss: 0.0311358 | val_loss: 0.0311568 | Time: 8223.04 ms [2022-04-20 21:26:37 main:574] : INFO : Epoch 1818 | loss: 0.0311372 | val_loss: 0.0311649 | Time: 8309.43 ms [2022-04-20 21:26:45 main:574] : INFO : Epoch 1819 | loss: 0.0311372 | val_loss: 0.0311641 | Time: 8031.69 ms [2022-04-20 21:26:54 main:574] : INFO : Epoch 1820 | loss: 0.031134 | val_loss: 0.0311597 | Time: 8351.16 ms [2022-04-20 21:27:02 main:574] : INFO : Epoch 1821 | loss: 0.0311318 | val_loss: 0.0311614 | Time: 7984.83 ms [2022-04-20 21:27:10 main:574] : INFO : Epoch 1822 | loss: 0.0311333 | val_loss: 0.0311611 | Time: 8030.42 ms [2022-04-20 21:27:18 main:574] : INFO : Epoch 1823 | loss: 0.0311358 | val_loss: 0.0311631 | Time: 8176.89 ms [2022-04-20 21:27:26 main:574] : INFO : Epoch 1824 | loss: 0.0311399 | val_loss: 0.0311618 | Time: 8044.77 ms [2022-04-20 21:27:34 main:574] : INFO : Epoch 1825 | loss: 0.031143 | val_loss: 0.0311627 | Time: 7992.52 ms [2022-04-20 21:27:43 main:574] : INFO : Epoch 1826 | loss: 0.0311395 | val_loss: 0.0311598 | Time: 7964.23 ms [2022-04-20 21:27:51 main:574] : INFO : Epoch 1827 | loss: 0.0311374 | val_loss: 0.0311635 | Time: 8198.78 ms [2022-04-20 21:27:59 main:574] : INFO : Epoch 1828 | loss: 0.0311369 | val_loss: 0.031162 | Time: 8169.17 ms [2022-04-20 21:28:07 main:574] : INFO : Epoch 1829 | loss: 0.0311352 | val_loss: 0.0311591 | Time: 7966.91 ms [2022-04-20 21:28:15 main:574] : INFO : Epoch 1830 | loss: 0.0311327 | val_loss: 0.0311631 | Time: 8021.14 ms [2022-04-20 21:28:24 main:574] : INFO : Epoch 1831 | loss: 0.0311328 | val_loss: 0.0311649 | Time: 8315.36 ms [2022-04-20 21:28:32 main:574] : INFO : Epoch 1832 | loss: 0.0311341 | val_loss: 0.0311655 | Time: 8115.31 ms [2022-04-20 21:28:40 main:574] : INFO : Epoch 1833 | loss: 0.0311346 | val_loss: 0.0311663 | Time: 7922.49 ms [2022-04-20 21:28:48 main:574] : INFO : Epoch 1834 | loss: 0.0311349 | val_loss: 0.0311617 | Time: 8405.86 ms [2022-04-20 21:28:56 main:574] : INFO : Epoch 1835 | loss: 0.0311316 | val_loss: 0.0311629 | Time: 8019.15 ms [2022-04-20 21:29:05 main:574] : INFO : Epoch 1836 | loss: 0.0311288 | val_loss: 0.0311628 | Time: 8251.61 ms [2022-04-20 21:29:13 main:574] : INFO : Epoch 1837 | loss: 0.0311296 | val_loss: 0.0311706 | Time: 8207.46 ms [2022-04-20 21:29:22 main:574] : INFO : Epoch 1838 | loss: 0.0311316 | val_loss: 0.0311652 | Time: 8465.23 ms [2022-04-20 21:29:30 main:574] : INFO : Epoch 1839 | loss: 0.0311331 | val_loss: 0.0311621 | Time: 7912 ms [2022-04-20 21:29:38 main:574] : INFO : Epoch 1840 | loss: 0.0311393 | val_loss: 0.0311706 | Time: 8024.1 ms [2022-04-20 21:29:46 main:574] : INFO : Epoch 1841 | loss: 0.0311391 | val_loss: 0.0311634 | Time: 7918.15 ms [2022-04-20 21:29:54 main:574] : INFO : Epoch 1842 | loss: 0.0311367 | val_loss: 0.0311675 | Time: 7922.49 ms [2022-04-20 21:30:01 main:574] : INFO : Epoch 1843 | loss: 0.031136 | val_loss: 0.0311687 | Time: 7612.52 ms [2022-04-20 21:30:10 main:574] : INFO : Epoch 1844 | loss: 0.0311382 | val_loss: 0.0311703 | Time: 8515.38 ms [2022-04-20 21:30:18 main:574] : INFO : Epoch 1845 | loss: 0.0311327 | val_loss: 0.0311589 | Time: 8117.85 ms [2022-04-20 21:30:27 main:574] : INFO : Epoch 1846 | loss: 0.0311318 | val_loss: 0.0311601 | Time: 8083.25 ms [2022-04-20 21:30:34 main:574] : INFO : Epoch 1847 | loss: 0.0311341 | val_loss: 0.0311586 | Time: 7548.84 ms [2022-04-20 21:30:40 main:574] : INFO : Epoch 1848 | loss: 0.031134 | val_loss: 0.0311613 | Time: 5584.93 ms [2022-04-20 21:30:50 main:574] : INFO : Epoch 1849 | loss: 0.0311341 | val_loss: 0.0311622 | Time: 9928.45 ms [2022-04-20 21:30:58 main:574] : INFO : Epoch 1850 | loss: 0.0311335 | val_loss: 0.0311603 | Time: 7749.97 ms [2022-04-20 21:31:06 main:574] : INFO : Epoch 1851 | loss: 0.0311371 | val_loss: 0.0311644 | Time: 7807.92 ms [2022-04-20 21:31:14 main:574] : INFO : Epoch 1852 | loss: 0.0311331 | val_loss: 0.0311607 | Time: 7770.31 ms [2022-04-20 21:31:22 main:574] : INFO : Epoch 1853 | loss: 0.0311331 | val_loss: 0.0311559 | Time: 8054.64 ms [2022-04-20 21:31:30 main:574] : INFO : Epoch 1854 | loss: 0.0311404 | val_loss: 0.0311532 | Time: 8228.32 ms [2022-04-20 21:31:38 main:574] : INFO : Epoch 1855 | loss: 0.0311372 | val_loss: 0.0311534 | Time: 7861.4 ms [2022-04-20 21:31:46 main:574] : INFO : Epoch 1856 | loss: 0.0311345 | val_loss: 0.0311555 | Time: 7893.76 ms [2022-04-20 21:31:54 main:574] : INFO : Epoch 1857 | loss: 0.0311349 | val_loss: 0.0311602 | Time: 8071.82 ms [2022-04-20 21:32:02 main:574] : INFO : Epoch 1858 | loss: 0.0311336 | val_loss: 0.0311571 | Time: 7928.05 ms [2022-04-20 21:32:10 main:574] : INFO : Epoch 1859 | loss: 0.0311349 | val_loss: 0.0311597 | Time: 7815.93 ms [2022-04-20 21:32:18 main:574] : INFO : Epoch 1860 | loss: 0.0311358 | val_loss: 0.0311602 | Time: 7842.46 ms [2022-04-20 21:32:27 main:574] : INFO : Epoch 1861 | loss: 0.0311336 | val_loss: 0.0311668 | Time: 8346.42 ms [2022-04-20 21:32:35 main:574] : INFO : Epoch 1862 | loss: 0.0311348 | val_loss: 0.0311596 | Time: 7844.69 ms [2022-04-20 21:32:43 main:574] : INFO : Epoch 1863 | loss: 0.0311324 | val_loss: 0.031166 | Time: 8095.65 ms [2022-04-20 21:32:51 main:574] : INFO : Epoch 1864 | loss: 0.0311318 | val_loss: 0.0311634 | Time: 7696.76 ms [2022-04-20 21:32:58 main:574] : INFO : Epoch 1865 | loss: 0.0311342 | val_loss: 0.0311704 | Time: 7737.84 ms [2022-04-20 21:33:06 main:574] : INFO : Epoch 1866 | loss: 0.0311339 | val_loss: 0.0311593 | Time: 7422.85 ms [2022-04-20 21:33:14 main:574] : INFO : Epoch 1867 | loss: 0.0311304 | val_loss: 0.0311584 | Time: 7470.36 ms [2022-04-20 21:33:22 main:574] : INFO : Epoch 1868 | loss: 0.0311312 | val_loss: 0.0311586 | Time: 7927.99 ms [2022-04-20 21:33:30 main:574] : INFO : Epoch 1869 | loss: 0.0311318 | val_loss: 0.031157 | Time: 7830.33 ms [2022-04-20 21:33:37 main:574] : INFO : Epoch 1870 | loss: 0.0311295 | val_loss: 0.0311623 | Time: 7517.41 ms [2022-04-20 21:33:45 main:574] : INFO : Epoch 1871 | loss: 0.0311308 | val_loss: 0.0311648 | Time: 8074.6 ms [2022-04-20 21:33:53 main:574] : INFO : Epoch 1872 | loss: 0.031136 | val_loss: 0.0311588 | Time: 7613.96 ms [2022-04-20 21:34:01 main:574] : INFO : Epoch 1873 | loss: 0.0311362 | val_loss: 0.0311612 | Time: 7829.71 ms [2022-04-20 21:34:09 main:574] : INFO : Epoch 1874 | loss: 0.0311385 | val_loss: 0.0311592 | Time: 7747.16 ms [2022-04-20 21:34:17 main:574] : INFO : Epoch 1875 | loss: 0.0311356 | val_loss: 0.0311618 | Time: 8016.21 ms [2022-04-20 21:34:25 main:574] : INFO : Epoch 1876 | loss: 0.0311329 | val_loss: 0.0311599 | Time: 7641.85 ms [2022-04-20 21:34:33 main:574] : INFO : Epoch 1877 | loss: 0.0311291 | val_loss: 0.0311608 | Time: 7868.75 ms [2022-04-20 21:34:41 main:574] : INFO : Epoch 1878 | loss: 0.0311299 | val_loss: 0.0311574 | Time: 7600.72 ms [2022-04-20 21:34:49 main:574] : INFO : Epoch 1879 | loss: 0.0311301 | val_loss: 0.0311624 | Time: 7912.72 ms [2022-04-20 21:34:57 main:574] : INFO : Epoch 1880 | loss: 0.0311314 | val_loss: 0.0311609 | Time: 7928.27 ms [2022-04-20 21:35:05 main:574] : INFO : Epoch 1881 | loss: 0.0311289 | val_loss: 0.0311608 | Time: 7859.74 ms [2022-04-20 21:35:13 main:574] : INFO : Epoch 1882 | loss: 0.0311311 | val_loss: 0.0311617 | Time: 7855.75 ms [2022-04-20 21:35:20 main:574] : INFO : Epoch 1883 | loss: 0.0311339 | val_loss: 0.0311605 | Time: 7726.76 ms [2022-04-20 21:35:29 main:574] : INFO : Epoch 1884 | loss: 0.0311312 | val_loss: 0.0311549 | Time: 7973.13 ms [2022-04-20 21:35:36 main:574] : INFO : Epoch 1885 | loss: 0.0311315 | val_loss: 0.0311618 | Time: 7851.58 ms [2022-04-20 21:35:45 main:574] : INFO : Epoch 1886 | loss: 0.0311299 | val_loss: 0.0311613 | Time: 7954.34 ms [2022-04-20 21:35:52 main:574] : INFO : Epoch 1887 | loss: 0.0311288 | val_loss: 0.0311562 | Time: 7744.83 ms [2022-04-20 21:36:01 main:574] : INFO : Epoch 1888 | loss: 0.0311297 | val_loss: 0.0311626 | Time: 8096.56 ms [2022-04-20 21:36:08 main:574] : INFO : Epoch 1889 | loss: 0.0311309 | val_loss: 0.0311578 | Time: 7676.81 ms [2022-04-20 21:36:16 main:574] : INFO : Epoch 1890 | loss: 0.0311366 | val_loss: 0.031163 | Time: 7666.54 ms [2022-04-20 21:36:24 main:574] : INFO : Epoch 1891 | loss: 0.0311339 | val_loss: 0.0311578 | Time: 7707.27 ms [2022-04-20 21:36:32 main:574] : INFO : Epoch 1892 | loss: 0.0311336 | val_loss: 0.0311633 | Time: 7734.86 ms [2022-04-20 21:36:40 main:574] : INFO : Epoch 1893 | loss: 0.0311302 | val_loss: 0.0311608 | Time: 7980.65 ms [2022-04-20 21:36:48 main:574] : INFO : Epoch 1894 | loss: 0.0311295 | val_loss: 0.0311603 | Time: 7675.04 ms [2022-04-20 21:36:55 main:574] : INFO : Epoch 1895 | loss: 0.031129 | val_loss: 0.0311724 | Time: 7688.63 ms [2022-04-20 21:37:03 main:574] : INFO : Epoch 1896 | loss: 0.0311332 | val_loss: 0.0311657 | Time: 7674.68 ms [2022-04-20 21:37:11 main:574] : INFO : Epoch 1897 | loss: 0.0311282 | val_loss: 0.0311592 | Time: 8025.18 ms [2022-04-20 21:37:19 main:574] : INFO : Epoch 1898 | loss: 0.0311288 | val_loss: 0.0311567 | Time: 7809 ms [2022-04-20 21:37:27 main:574] : INFO : Epoch 1899 | loss: 0.0311268 | val_loss: 0.0311608 | Time: 8058.96 ms [2022-04-20 21:37:36 main:574] : INFO : Epoch 1900 | loss: 0.0311305 | val_loss: 0.0311566 | Time: 8226.31 ms [2022-04-20 21:37:44 main:574] : INFO : Epoch 1901 | loss: 0.0311316 | val_loss: 0.0311591 | Time: 8064.73 ms [2022-04-20 21:37:51 main:574] : INFO : Epoch 1902 | loss: 0.0311328 | val_loss: 0.0311582 | Time: 7639.6 ms [2022-04-20 21:37:59 main:574] : INFO : Epoch 1903 | loss: 0.0311314 | val_loss: 0.031158 | Time: 7559.73 ms [2022-04-20 21:38:07 main:574] : INFO : Epoch 1904 | loss: 0.0311388 | val_loss: 0.0311789 | Time: 7984.43 ms [2022-04-20 21:38:15 main:574] : INFO : Epoch 1905 | loss: 0.0311455 | val_loss: 0.0311572 | Time: 8094.57 ms [2022-04-20 21:38:24 main:574] : INFO : Epoch 1906 | loss: 0.0311384 | val_loss: 0.0311577 | Time: 7872.1 ms [2022-04-20 21:38:32 main:574] : INFO : Epoch 1907 | loss: 0.0311351 | val_loss: 0.0311541 | Time: 8095.48 ms [2022-04-20 21:38:40 main:574] : INFO : Epoch 1908 | loss: 0.0311347 | val_loss: 0.031155 | Time: 7823.29 ms [2022-04-20 21:38:48 main:574] : INFO : Epoch 1909 | loss: 0.0311348 | val_loss: 0.031155 | Time: 8399.2 ms [2022-04-20 21:38:57 main:574] : INFO : Epoch 1910 | loss: 0.0311333 | val_loss: 0.0311583 | Time: 8131.24 ms [2022-04-20 21:39:05 main:574] : INFO : Epoch 1911 | loss: 0.0311336 | val_loss: 0.0311569 | Time: 8052.21 ms [2022-04-20 21:39:13 main:574] : INFO : Epoch 1912 | loss: 0.0311317 | val_loss: 0.0311573 | Time: 7937.17 ms [2022-04-20 21:39:21 main:574] : INFO : Epoch 1913 | loss: 0.0311318 | val_loss: 0.0311603 | Time: 8101.55 ms [2022-04-20 21:39:29 main:574] : INFO : Epoch 1914 | loss: 0.031129 | val_loss: 0.0311598 | Time: 7963.31 ms [2022-04-20 21:39:37 main:574] : INFO : Epoch 1915 | loss: 0.0311308 | val_loss: 0.0311581 | Time: 8280.19 ms [2022-04-20 21:39:46 main:574] : INFO : Epoch 1916 | loss: 0.0311283 | val_loss: 0.0311638 | Time: 8628.81 ms [2022-04-20 21:39:54 main:574] : INFO : Epoch 1917 | loss: 0.0311283 | val_loss: 0.0311556 | Time: 8445.21 ms [2022-04-20 21:40:03 main:574] : INFO : Epoch 1918 | loss: 0.0311288 | val_loss: 0.0311573 | Time: 7956.2 ms [2022-04-20 21:40:11 main:574] : INFO : Epoch 1919 | loss: 0.0311323 | val_loss: 0.0311572 | Time: 8101.01 ms [2022-04-20 21:40:19 main:574] : INFO : Epoch 1920 | loss: 0.0311305 | val_loss: 0.0311679 | Time: 8027.56 ms [2022-04-20 21:40:27 main:574] : INFO : Epoch 1921 | loss: 0.0311306 | val_loss: 0.0311612 | Time: 8066.53 ms [2022-04-20 21:40:35 main:574] : INFO : Epoch 1922 | loss: 0.0311334 | val_loss: 0.0311665 | Time: 8121.5 ms [2022-04-20 21:40:44 main:574] : INFO : Epoch 1923 | loss: 0.0311305 | val_loss: 0.0311765 | Time: 8373.26 ms [2022-04-20 21:40:52 main:574] : INFO : Epoch 1924 | loss: 0.0311345 | val_loss: 0.0311606 | Time: 8127.65 ms [2022-04-20 21:41:00 main:574] : INFO : Epoch 1925 | loss: 0.0311335 | val_loss: 0.0311628 | Time: 7883.54 ms [2022-04-20 21:41:08 main:574] : INFO : Epoch 1926 | loss: 0.0311316 | val_loss: 0.0311654 | Time: 8072.31 ms [2022-04-20 21:41:16 main:574] : INFO : Epoch 1927 | loss: 0.0311333 | val_loss: 0.0311545 | Time: 7872.85 ms [2022-04-20 21:41:25 main:574] : INFO : Epoch 1928 | loss: 0.0311275 | val_loss: 0.031163 | Time: 8077.96 ms [2022-04-20 21:41:33 main:574] : INFO : Epoch 1929 | loss: 0.0311293 | val_loss: 0.0311615 | Time: 8440.48 ms [2022-04-20 21:41:41 main:574] : INFO : Epoch 1930 | loss: 0.0311262 | val_loss: 0.031159 | Time: 7942.81 ms [2022-04-20 21:41:49 main:574] : INFO : Epoch 1931 | loss: 0.0311313 | val_loss: 0.0311555 | Time: 7835.84 ms [2022-04-20 21:41:57 main:574] : INFO : Epoch 1932 | loss: 0.0311327 | val_loss: 0.031163 | Time: 7854.54 ms [2022-04-20 21:42:05 main:574] : INFO : Epoch 1933 | loss: 0.0311321 | val_loss: 0.0311587 | Time: 8045.59 ms [2022-04-20 21:42:14 main:574] : INFO : Epoch 1934 | loss: 0.0311335 | val_loss: 0.0311595 | Time: 8187.1 ms [2022-04-20 21:42:22 main:574] : INFO : Epoch 1935 | loss: 0.0311342 | val_loss: 0.0311549 | Time: 8190.28 ms [2022-04-20 21:42:30 main:574] : INFO : Epoch 1936 | loss: 0.0311287 | val_loss: 0.0311603 | Time: 7936.78 ms [2022-04-20 21:42:38 main:574] : INFO : Epoch 1937 | loss: 0.0311316 | val_loss: 0.0311645 | Time: 8130.82 ms [2022-04-20 21:42:46 main:574] : INFO : Epoch 1938 | loss: 0.0311311 | val_loss: 0.031162 | Time: 7787.82 ms [2022-04-20 21:42:54 main:574] : INFO : Epoch 1939 | loss: 0.0311292 | val_loss: 0.0311663 | Time: 7940.43 ms [2022-04-20 21:43:02 main:574] : INFO : Epoch 1940 | loss: 0.0311277 | val_loss: 0.0311618 | Time: 7596.31 ms [2022-04-20 21:43:11 main:574] : INFO : Epoch 1941 | loss: 0.0311289 | val_loss: 0.031168 | Time: 8630.24 ms [2022-04-20 21:43:19 main:574] : INFO : Epoch 1942 | loss: 0.0311278 | val_loss: 0.03116 | Time: 8041.55 ms [2022-04-20 21:43:27 main:574] : INFO : Epoch 1943 | loss: 0.031128 | val_loss: 0.0311633 | Time: 7937.17 ms [2022-04-20 21:43:35 main:574] : INFO : Epoch 1944 | loss: 0.0311305 | val_loss: 0.0311583 | Time: 7988.97 ms [2022-04-20 21:43:43 main:574] : INFO : Epoch 1945 | loss: 0.0311293 | val_loss: 0.0311644 | Time: 8134.3 ms [2022-04-20 21:43:51 main:574] : INFO : Epoch 1946 | loss: 0.0311281 | val_loss: 0.0311579 | Time: 7487.77 ms [2022-04-20 21:43:59 main:574] : INFO : Epoch 1947 | loss: 0.0311303 | val_loss: 0.0311584 | Time: 7916.29 ms [2022-04-20 21:44:07 main:574] : INFO : Epoch 1948 | loss: 0.0311293 | val_loss: 0.0311637 | Time: 7591.01 ms [2022-04-20 21:44:15 main:574] : INFO : Epoch 1949 | loss: 0.031128 | val_loss: 0.0311582 | Time: 7731.47 ms [2022-04-20 21:44:23 main:574] : INFO : Epoch 1950 | loss: 0.0311268 | val_loss: 0.0311606 | Time: 7710.11 ms [2022-04-20 21:44:31 main:574] : INFO : Epoch 1951 | loss: 0.0311258 | val_loss: 0.0311588 | Time: 8309.96 ms [2022-04-20 21:44:39 main:574] : INFO : Epoch 1952 | loss: 0.0311276 | val_loss: 0.031154 | Time: 7547.06 ms [2022-04-20 21:44:46 main:574] : INFO : Epoch 1953 | loss: 0.0311331 | val_loss: 0.0311593 | Time: 7575.49 ms [2022-04-20 21:44:54 main:574] : INFO : Epoch 1954 | loss: 0.0311318 | val_loss: 0.0311583 | Time: 7511.52 ms [2022-04-20 21:45:01 main:574] : INFO : Epoch 1955 | loss: 0.0311302 | val_loss: 0.0311552 | Time: 7339.02 ms [2022-04-20 21:45:09 main:574] : INFO : Epoch 1956 | loss: 0.0311319 | val_loss: 0.0311596 | Time: 7445.75 ms [2022-04-20 21:45:17 main:574] : INFO : Epoch 1957 | loss: 0.0311297 | val_loss: 0.0311603 | Time: 7619.58 ms [2022-04-20 21:45:25 main:574] : INFO : Epoch 1958 | loss: 0.0311296 | val_loss: 0.0311549 | Time: 7749.88 ms [2022-04-20 21:45:32 main:574] : INFO : Epoch 1959 | loss: 0.0311297 | val_loss: 0.0311598 | Time: 7725.85 ms [2022-04-20 21:45:40 main:574] : INFO : Epoch 1960 | loss: 0.0311309 | val_loss: 0.031163 | Time: 7792.83 ms [2022-04-20 21:45:48 main:574] : INFO : Epoch 1961 | loss: 0.0311334 | val_loss: 0.0311605 | Time: 7810.57 ms [2022-04-20 21:45:56 main:574] : INFO : Epoch 1962 | loss: 0.0311353 | val_loss: 0.0311569 | Time: 8000.05 ms [2022-04-20 21:46:04 main:574] : INFO : Epoch 1963 | loss: 0.0311342 | val_loss: 0.0311609 | Time: 7865.4 ms [2022-04-20 21:46:12 main:574] : INFO : Epoch 1964 | loss: 0.0311332 | val_loss: 0.031155 | Time: 8014.7 ms [2022-04-20 21:46:20 main:574] : INFO : Epoch 1965 | loss: 0.0311305 | val_loss: 0.0311588 | Time: 7617.55 ms [2022-04-20 21:46:28 main:574] : INFO : Epoch 1966 | loss: 0.0311289 | val_loss: 0.0311585 | Time: 8025.42 ms [2022-04-20 21:46:36 main:574] : INFO : Epoch 1967 | loss: 0.0311278 | val_loss: 0.0311568 | Time: 7698.14 ms [2022-04-20 21:46:44 main:574] : INFO : Epoch 1968 | loss: 0.0311325 | val_loss: 0.0311585 | Time: 7849.09 ms [2022-04-20 21:46:52 main:574] : INFO : Epoch 1969 | loss: 0.0311333 | val_loss: 0.0311614 | Time: 7764.2 ms [2022-04-20 21:47:00 main:574] : INFO : Epoch 1970 | loss: 0.0311322 | val_loss: 0.0311835 | Time: 7710.95 ms [2022-04-20 21:47:08 main:574] : INFO : Epoch 1971 | loss: 0.0311367 | val_loss: 0.0311571 | Time: 7783.59 ms [2022-04-20 21:47:16 main:574] : INFO : Epoch 1972 | loss: 0.0311317 | val_loss: 0.0311595 | Time: 7786.77 ms [2022-04-20 21:47:23 main:574] : INFO : Epoch 1973 | loss: 0.0311312 | val_loss: 0.0311606 | Time: 7876.28 ms [2022-04-20 21:47:32 main:574] : INFO : Epoch 1974 | loss: 0.0311307 | val_loss: 0.0311583 | Time: 7866.84 ms [2022-04-20 21:47:40 main:574] : INFO : Epoch 1975 | loss: 0.0311266 | val_loss: 0.0311614 | Time: 8929.43 ms [2022-04-20 21:47:48 main:574] : INFO : Epoch 1976 | loss: 0.0311261 | val_loss: 0.0311598 | Time: 7948.75 ms [2022-04-20 21:47:56 main:574] : INFO : Epoch 1977 | loss: 0.0311298 | val_loss: 0.0311651 | Time: 7667.04 ms [2022-04-20 21:48:04 main:574] : INFO : Epoch 1978 | loss: 0.0311298 | val_loss: 0.0311619 | Time: 7900.22 ms [2022-04-20 21:48:12 main:574] : INFO : Epoch 1979 | loss: 0.031133 | val_loss: 0.0311593 | Time: 7689.64 ms [2022-04-20 21:48:20 main:574] : INFO : Epoch 1980 | loss: 0.0311325 | val_loss: 0.0311587 | Time: 7876.42 ms [2022-04-20 21:48:28 main:574] : INFO : Epoch 1981 | loss: 0.0311302 | val_loss: 0.0311599 | Time: 7769.64 ms [2022-04-20 21:48:36 main:574] : INFO : Epoch 1982 | loss: 0.0311306 | val_loss: 0.0311628 | Time: 7738.89 ms [2022-04-20 21:48:44 main:574] : INFO : Epoch 1983 | loss: 0.0311303 | val_loss: 0.0311574 | Time: 7983.28 ms [2022-04-20 21:48:52 main:574] : INFO : Epoch 1984 | loss: 0.0311305 | val_loss: 0.0311593 | Time: 7696.66 ms [2022-04-20 21:49:00 main:574] : INFO : Epoch 1985 | loss: 0.0311295 | val_loss: 0.0311576 | Time: 8035.68 ms [2022-04-20 21:49:08 main:574] : INFO : Epoch 1986 | loss: 0.0311305 | val_loss: 0.0311617 | Time: 8076.76 ms [2022-04-20 21:49:17 main:574] : INFO : Epoch 1987 | loss: 0.0311311 | val_loss: 0.0311553 | Time: 8827.53 ms [2022-04-20 21:49:25 main:574] : INFO : Epoch 1988 | loss: 0.0311346 | val_loss: 0.031157 | Time: 8331.6 ms [2022-04-20 21:49:33 main:574] : INFO : Epoch 1989 | loss: 0.0311317 | val_loss: 0.0311601 | Time: 7977.45 ms [2022-04-20 21:49:41 main:574] : INFO : Epoch 1990 | loss: 0.0311322 | val_loss: 0.0311629 | Time: 7888.64 ms [2022-04-20 21:49:49 main:574] : INFO : Epoch 1991 | loss: 0.0311336 | val_loss: 0.0311586 | Time: 8103.98 ms [2022-04-20 21:49:58 main:574] : INFO : Epoch 1992 | loss: 0.03113 | val_loss: 0.0311585 | Time: 7715.98 ms [2022-04-20 21:50:05 main:574] : INFO : Epoch 1993 | loss: 0.0311315 | val_loss: 0.03116 | Time: 6975.92 ms [2022-04-20 21:50:13 main:574] : INFO : Epoch 1994 | loss: 0.0311314 | val_loss: 0.0311644 | Time: 8041.22 ms [2022-04-20 21:50:22 main:574] : INFO : Epoch 1995 | loss: 0.03113 | val_loss: 0.031158 | Time: 8389.26 ms [2022-04-20 21:50:30 main:574] : INFO : Epoch 1996 | loss: 0.0311306 | val_loss: 0.0311577 | Time: 7939.19 ms [2022-04-20 21:50:38 main:574] : INFO : Epoch 1997 | loss: 0.0311314 | val_loss: 0.03116 | Time: 7671.37 ms [2022-04-20 21:50:46 main:574] : INFO : Epoch 1998 | loss: 0.0311295 | val_loss: 0.0311575 | Time: 7748.78 ms [2022-04-20 21:50:53 main:574] : INFO : Epoch 1999 | loss: 0.0311311 | val_loss: 0.0311621 | Time: 7754.76 ms [2022-04-20 21:51:01 main:574] : INFO : Epoch 2000 | loss: 0.0311302 | val_loss: 0.0311547 | Time: 7656.36 ms [2022-04-20 21:51:09 main:574] : INFO : Epoch 2001 | loss: 0.0311273 | val_loss: 0.031158 | Time: 8044.19 ms [2022-04-20 21:51:18 main:574] : INFO : Epoch 2002 | loss: 0.0311315 | val_loss: 0.0311534 | Time: 8366.31 ms [2022-04-20 21:51:26 main:574] : INFO : Epoch 2003 | loss: 0.0311329 | val_loss: 0.0311773 | Time: 8073.3 ms [2022-04-20 21:51:34 main:574] : INFO : Epoch 2004 | loss: 0.0311316 | val_loss: 0.0311589 | Time: 8045.73 ms [2022-04-20 21:51:42 main:574] : INFO : Epoch 2005 | loss: 0.0311276 | val_loss: 0.0311619 | Time: 7769.15 ms [2022-04-20 21:51:50 main:574] : INFO : Epoch 2006 | loss: 0.0311295 | val_loss: 0.0311662 | Time: 7947.7 ms [2022-04-20 21:51:59 main:574] : INFO : Epoch 2007 | loss: 0.0311342 | val_loss: 0.0311618 | Time: 8651.86 ms [2022-04-20 21:52:08 main:574] : INFO : Epoch 2008 | loss: 0.0311288 | val_loss: 0.0311637 | Time: 8628.29 ms [2022-04-20 21:52:16 main:574] : INFO : Epoch 2009 | loss: 0.0311291 | val_loss: 0.0311601 | Time: 8712.56 ms [2022-04-20 21:52:26 main:574] : INFO : Epoch 2010 | loss: 0.0311268 | val_loss: 0.0311611 | Time: 8863.4 ms [2022-04-20 21:52:34 main:574] : INFO : Epoch 2011 | loss: 0.0311247 | val_loss: 0.0311629 | Time: 8676.98 ms [2022-04-20 21:52:43 main:574] : INFO : Epoch 2012 | loss: 0.0311245 | val_loss: 0.0311611 | Time: 8836.98 ms [2022-04-20 21:52:52 main:574] : INFO : Epoch 2013 | loss: 0.0311295 | val_loss: 0.0311709 | Time: 8541.77 ms [2022-04-20 21:53:01 main:574] : INFO : Epoch 2014 | loss: 0.0311282 | val_loss: 0.0311599 | Time: 8644.59 ms [2022-04-20 21:53:10 main:574] : INFO : Epoch 2015 | loss: 0.0311267 | val_loss: 0.0311626 | Time: 8850.98 ms [2022-04-20 21:53:19 main:574] : INFO : Epoch 2016 | loss: 0.0311257 | val_loss: 0.0311603 | Time: 8998.6 ms [2022-04-20 21:53:27 main:574] : INFO : Epoch 2017 | loss: 0.0311271 | val_loss: 0.0311701 | Time: 8490.98 ms [2022-04-20 21:53:37 main:574] : INFO : Epoch 2018 | loss: 0.0311268 | val_loss: 0.0311597 | Time: 9197.59 ms [2022-04-20 21:53:46 main:574] : INFO : Epoch 2019 | loss: 0.0311251 | val_loss: 0.031162 | Time: 9211.49 ms [2022-04-20 21:53:55 main:574] : INFO : Epoch 2020 | loss: 0.0311278 | val_loss: 0.031155 | Time: 8752.16 ms [2022-04-20 21:54:03 main:574] : INFO : Epoch 2021 | loss: 0.0311246 | val_loss: 0.0311585 | Time: 8436.23 ms [2022-04-20 21:54:12 main:574] : INFO : Epoch 2022 | loss: 0.0311247 | val_loss: 0.031166 | Time: 8636.98 ms [2022-04-20 21:54:21 main:574] : INFO : Epoch 2023 | loss: 0.0311257 | val_loss: 0.031157 | Time: 8715.31 ms [2022-04-20 21:54:30 main:574] : INFO : Epoch 2024 | loss: 0.0311249 | val_loss: 0.0311666 | Time: 8943.9 ms [2022-04-20 21:54:39 main:574] : INFO : Epoch 2025 | loss: 0.0311267 | val_loss: 0.0311587 | Time: 8482.98 ms [2022-04-20 21:54:47 main:574] : INFO : Epoch 2026 | loss: 0.0311271 | val_loss: 0.0311637 | Time: 8596.14 ms [2022-04-20 21:54:56 main:574] : INFO : Epoch 2027 | loss: 0.0311257 | val_loss: 0.0311628 | Time: 8704.36 ms [2022-04-20 21:55:05 main:574] : INFO : Epoch 2028 | loss: 0.0311297 | val_loss: 0.0311575 | Time: 9095.51 ms [2022-04-20 21:55:15 main:574] : INFO : Epoch 2029 | loss: 0.0311291 | val_loss: 0.0311579 | Time: 9194.36 ms [2022-04-20 21:55:24 main:574] : INFO : Epoch 2030 | loss: 0.0311314 | val_loss: 0.0311601 | Time: 8802.65 ms [2022-04-20 21:55:33 main:574] : INFO : Epoch 2031 | loss: 0.0311308 | val_loss: 0.0311572 | Time: 8950.27 ms [2022-04-20 21:55:41 main:574] : INFO : Epoch 2032 | loss: 0.0311313 | val_loss: 0.0311611 | Time: 8447.72 ms [2022-04-20 21:55:50 main:574] : INFO : Epoch 2033 | loss: 0.0311302 | val_loss: 0.0311589 | Time: 8903.12 ms [2022-04-20 21:55:59 main:574] : INFO : Epoch 2034 | loss: 0.0311299 | val_loss: 0.0311589 | Time: 8741.96 ms [2022-04-20 21:56:08 main:574] : INFO : Epoch 2035 | loss: 0.0311311 | val_loss: 0.0311601 | Time: 8757.62 ms [2022-04-20 21:56:17 main:574] : INFO : Epoch 2036 | loss: 0.0311305 | val_loss: 0.0311643 | Time: 8613.08 ms [2022-04-20 21:56:26 main:574] : INFO : Epoch 2037 | loss: 0.0311364 | val_loss: 0.0311618 | Time: 8899.99 ms [2022-04-20 21:56:35 main:574] : INFO : Epoch 2038 | loss: 0.0311347 | val_loss: 0.0311571 | Time: 8775.1 ms [2022-04-20 21:56:45 main:574] : INFO : Epoch 2039 | loss: 0.0311312 | val_loss: 0.031159 | Time: 9374.64 ms [2022-04-20 21:56:53 main:574] : INFO : Epoch 2040 | loss: 0.0311306 | val_loss: 0.0311596 | Time: 8464.86 ms [2022-04-20 21:57:02 main:574] : INFO : Epoch 2041 | loss: 0.03113 | val_loss: 0.0311581 | Time: 8686.72 ms [2022-04-20 21:57:10 main:574] : INFO : Epoch 2042 | loss: 0.0311279 | val_loss: 0.0311593 | Time: 8138.69 ms [2022-04-20 21:57:19 main:574] : INFO : Epoch 2043 | loss: 0.0311246 | val_loss: 0.0311612 | Time: 8690.11 ms [2022-04-20 21:57:27 main:574] : INFO : Epoch 2044 | loss: 0.0311262 | val_loss: 0.031161 | Time: 8159.13 ms [2022-04-20 21:57:36 main:574] : INFO : Epoch 2045 | loss: 0.0311256 | val_loss: 0.0311591 | Time: 8660.37 ms [2022-04-20 21:57:45 main:574] : INFO : Epoch 2046 | loss: 0.0311283 | val_loss: 0.0311604 | Time: 8503.84 ms [2022-04-20 21:57:53 main:574] : INFO : Epoch 2047 | loss: 0.0311396 | val_loss: 0.0311603 | Time: 8578.75 ms [2022-04-20 21:58:02 main:574] : INFO : Epoch 2048 | loss: 0.0311351 | val_loss: 0.03116 | Time: 8444.35 ms [2022-04-20 21:58:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.03116 [2022-04-20 21:58:02 main:603] : INFO : Saving end state to config to file [2022-04-20 21:58:02 main:608] : INFO : Success, exiting.. 21:58:02 (924): 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)