Task 13033515
| Name | ParityModified-1647041845-32286-1-0_0 |
| Workunit | 10161613 |
| Created | 13 Mar 2022, 4:28:45 UTC |
| Sent | 22 Mar 2022, 23:11:24 UTC |
| Report deadline | 30 Mar 2022, 23:11:24 UTC |
| Received | 29 Mar 2022, 19:06:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21006 |
| Run time | 2 hours 5 min 33 sec |
| CPU time | 2 hours 3 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,255.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 0:35:37 main:574] : INFO : Epoch 1542 | loss: 0.0311491 | val_loss: 0.0311656 | Time: 3667.99 ms [2022-03-29 20:35:41 main:574] : INFO : Epoch 1543 | loss: 0.0311491 | val_loss: 0.0311599 | Time: 3649.07 ms [2022-03-29 20:35:45 main:574] : INFO : Epoch 1544 | loss: 0.0311478 | val_loss: 0.0311628 | Time: 3669.32 ms [2022-03-29 20:35:48 main:574] : INFO : Epoch 1545 | loss: 0.0311531 | val_loss: 0.031165 | Time: 3655.54 ms [2022-03-29 20:35:52 main:574] : INFO : Epoch 1546 | loss: 0.0311523 | val_loss: 0.0311626 | Time: 3667.76 ms [2022-03-29 20:35:56 main:574] : INFO : Epoch 1547 | loss: 0.0311652 | val_loss: 0.0311735 | Time: 3667.48 ms [2022-03-29 20:35:59 main:574] : INFO : Epoch 1548 | loss: 0.0311782 | val_loss: 0.031176 | Time: 3663.33 ms [2022-03-29 20:36:03 main:574] : INFO : Epoch 1549 | loss: 0.0311752 | val_loss: 0.0311743 | Time: 3643.33 ms [2022-03-29 20:36:07 main:574] : INFO : Epoch 1550 | loss: 0.0311712 | val_loss: 0.0311741 | Time: 3639.96 ms [2022-03-29 20:36:10 main:574] : INFO : Epoch 1551 | loss: 0.0311697 | val_loss: 0.0311738 | Time: 3686.21 ms [2022-03-29 20:36:14 main:574] : INFO : Epoch 1552 | loss: 0.031168 | val_loss: 0.0311691 | Time: 3657.97 ms [2022-03-29 20:36:18 main:574] : INFO : Epoch 1553 | loss: 0.0311647 | val_loss: 0.0311693 | Time: 3664.23 ms [2022-03-29 20:36:21 main:574] : INFO : Epoch 1554 | loss: 0.0311649 | val_loss: 0.031174 | Time: 3663.6 ms [2022-03-29 20:36:25 main:574] : INFO : Epoch 1555 | loss: 0.031171 | val_loss: 0.0311704 | Time: 3664.45 ms [2022-03-29 20:36:29 main:574] : INFO : Epoch 1556 | loss: 0.0311606 | val_loss: 0.0311695 | Time: 3673.36 ms [2022-03-29 20:36:32 main:574] : INFO : Epoch 1557 | loss: 0.0311637 | val_loss: 0.0311679 | Time: 3623.43 ms [2022-03-29 20:36:36 main:574] : INFO : Epoch 1558 | loss: 0.0311586 | val_loss: 0.0311652 | Time: 3649.23 ms [2022-03-29 20:36:40 main:574] : INFO : Epoch 1559 | loss: 0.0311583 | val_loss: 0.0311649 | Time: 3661.11 ms [2022-03-29 20:36:43 main:574] : INFO : Epoch 1560 | loss: 0.0311582 | val_loss: 0.0311644 | Time: 3675.1 ms [2022-03-29 20:36:47 main:574] : INFO : Epoch 1561 | loss: 0.0311565 | val_loss: 0.0311668 | Time: 3672.69 ms [2022-03-29 20:36:51 main:574] : INFO : Epoch 1562 | loss: 0.0311584 | val_loss: 0.0311666 | Time: 3638.18 ms [2022-03-29 20:36:54 main:574] : INFO : Epoch 1563 | loss: 0.0311558 | val_loss: 0.0311656 | Time: 3651.89 ms [2022-03-29 20:36:58 main:574] : INFO : Epoch 1564 | loss: 0.0311585 | val_loss: 0.0311655 | Time: 3682.13 ms [2022-03-29 20:37:02 main:574] : INFO : Epoch 1565 | loss: 0.0311544 | val_loss: 0.0311659 | Time: 3676.88 ms [2022-03-29 20:37:05 main:574] : INFO : Epoch 1566 | loss: 0.0311559 | val_loss: 0.0311656 | Time: 3659.93 ms [2022-03-29 20:37:09 main:574] : INFO : Epoch 1567 | loss: 0.0311558 | val_loss: 0.0311649 | Time: 3646.87 ms [2022-03-29 20:37:13 main:574] : INFO : Epoch 1568 | loss: 0.031157 | val_loss: 0.0311667 | Time: 3647.92 ms [2022-03-29 20:37:16 main:574] : INFO : Epoch 1569 | loss: 0.031155 | val_loss: 0.0311637 | Time: 3654.59 ms [2022-03-29 20:37:20 main:574] : INFO : Epoch 1570 | loss: 0.0311525 | val_loss: 0.0311667 | Time: 3730.48 ms [2022-03-29 20:37:24 main:574] : INFO : Epoch 1571 | loss: 0.0311524 | val_loss: 0.0311649 | Time: 3664.3 ms [2022-03-29 20:37:27 main:574] : INFO : Epoch 1572 | loss: 0.0311516 | val_loss: 0.0311679 | Time: 3659.1 ms [2022-03-29 20:37:31 main:574] : INFO : Epoch 1573 | loss: 0.0311504 | val_loss: 0.0311617 | Time: 3664.61 ms [2022-03-29 20:37:35 main:574] : INFO : Epoch 1574 | loss: 0.0311494 | val_loss: 0.031168 | Time: 3661.06 ms [2022-03-29 20:37:38 main:574] : INFO : Epoch 1575 | loss: 0.0311545 | val_loss: 0.031173 | Time: 3611.89 ms [2022-03-29 20:37:42 main:574] : INFO : Epoch 1576 | loss: 0.0311498 | val_loss: 0.0311695 | Time: 3626.18 ms [2022-03-29 20:37:46 main:574] : INFO : Epoch 1577 | loss: 0.0311497 | val_loss: 0.0311654 | Time: 3639.37 ms [2022-03-29 20:37:49 main:574] : INFO : Epoch 1578 | loss: 0.031149 | val_loss: 0.0311657 | Time: 3667.03 ms [2022-03-29 20:37:53 main:574] : INFO : Epoch 1579 | loss: 0.0311495 | val_loss: 0.0311696 | Time: 3662.86 ms [2022-03-29 20:37:57 main:574] : INFO : Epoch 1580 | loss: 0.0311539 | val_loss: 0.0311625 | Time: 3631.98 ms [2022-03-29 20:38:00 main:574] : INFO : Epoch 1581 | loss: 0.0311493 | val_loss: 0.0311657 | Time: 3626.55 ms [2022-03-29 20:38:04 main:574] : INFO : Epoch 1582 | loss: 0.0311456 | val_loss: 0.0311673 | Time: 3652.62 ms [2022-03-29 20:38:08 main:574] : INFO : Epoch 1583 | loss: 0.0311452 | val_loss: 0.0311645 | Time: 3669.75 ms [2022-03-29 20:38:11 main:574] : INFO : Epoch 1584 | loss: 0.0311474 | val_loss: 0.0311674 | Time: 3627.67 ms [2022-03-29 20:38:15 main:574] : INFO : Epoch 1585 | loss: 0.0311492 | val_loss: 0.0311626 | Time: 3670.08 ms [2022-03-29 20:38:19 main:574] : INFO : Epoch 1586 | loss: 0.0311459 | val_loss: 0.0311707 | Time: 3669.61 ms [2022-03-29 20:38:22 main:574] : INFO : Epoch 1587 | loss: 0.0311449 | val_loss: 0.0311637 | Time: 3656.45 ms [2022-03-29 20:38:26 main:574] : INFO : Epoch 1588 | loss: 0.0311429 | val_loss: 0.0311664 | Time: 3627.49 ms [2022-03-29 20:38:30 main:574] : INFO : Epoch 1589 | loss: 0.0311425 | val_loss: 0.0311641 | Time: 3649.65 ms [2022-03-29 20:38:33 main:574] : INFO : Epoch 1590 | loss: 0.0311405 | val_loss: 0.0311631 | Time: 3659.89 ms [2022-03-29 20:38:37 main:574] : INFO : Epoch 1591 | loss: 0.0311399 | val_loss: 0.0311633 | Time: 3653.37 ms [2022-03-29 20:38:41 main:574] : INFO : Epoch 1592 | loss: 0.0311428 | val_loss: 0.0311687 | Time: 3661.16 ms [2022-03-29 20:38:44 main:574] : INFO : Epoch 1593 | loss: 0.0311449 | val_loss: 0.0311647 | Time: 3669.64 ms [2022-03-29 20:38:48 main:574] : INFO : Epoch 1594 | loss: 0.0311455 | val_loss: 0.0311638 | Time: 3660.29 ms [2022-03-29 20:38:52 main:574] : INFO : Epoch 1595 | loss: 0.0311438 | val_loss: 0.0311668 | Time: 3665.47 ms [2022-03-29 20:38:55 main:574] : INFO : Epoch 1596 | loss: 0.0311459 | val_loss: 0.0311646 | Time: 3615.2 ms [2022-03-29 20:38:59 main:574] : INFO : Epoch 1597 | loss: 0.0311441 | val_loss: 0.0311792 | Time: 3643.26 ms [2022-03-29 20:39:02 main:574] : INFO : Epoch 1598 | loss: 0.0311531 | val_loss: 0.0311797 | Time: 3629.52 ms [2022-03-29 20:39:06 main:574] : INFO : Epoch 1599 | loss: 0.0311454 | val_loss: 0.0311633 | Time: 3676.26 ms [2022-03-29 20:39:10 main:574] : INFO : Epoch 1600 | loss: 0.0311408 | val_loss: 0.0311691 | Time: 3656.96 ms [2022-03-29 20:39:13 main:574] : INFO : Epoch 1601 | loss: 0.0311433 | val_loss: 0.0311686 | Time: 3626.86 ms [2022-03-29 20:39:17 main:574] : INFO : Epoch 1602 | loss: 0.0311444 | val_loss: 0.0311657 | Time: 3670.62 ms [2022-03-29 20:39:21 main:574] : INFO : Epoch 1603 | loss: 0.0311434 | val_loss: 0.0311671 | Time: 3654.53 ms [2022-03-29 20:39:24 main:574] : INFO : Epoch 1604 | loss: 0.0311429 | val_loss: 0.031162 | Time: 3655.49 ms [2022-03-29 20:39:28 main:574] : INFO : Epoch 1605 | loss: 0.0311431 | val_loss: 0.031166 | Time: 3636.96 ms [2022-03-29 20:39:32 main:574] : INFO : Epoch 1606 | loss: 0.0311435 | val_loss: 0.0311645 | Time: 3641.01 ms [2022-03-29 20:39:35 main:574] : INFO : Epoch 1607 | loss: 0.0311394 | val_loss: 0.0311695 | Time: 3669.89 ms [2022-03-29 20:39:39 main:574] : INFO : Epoch 1608 | loss: 0.0311412 | val_loss: 0.0311638 | Time: 3687.19 ms [2022-03-29 20:39:43 main:574] : INFO : Epoch 1609 | loss: 0.0311384 | val_loss: 0.0311648 | Time: 3639.33 ms [2022-03-29 20:39:46 main:574] : INFO : Epoch 1610 | loss: 0.0311385 | val_loss: 0.0311684 | Time: 3657.07 ms [2022-03-29 20:39:50 main:574] : INFO : Epoch 1611 | loss: 0.0311392 | val_loss: 0.031167 | Time: 3660.5 ms [2022-03-29 20:39:54 main:574] : INFO : Epoch 1612 | loss: 0.0311425 | val_loss: 0.0311652 | Time: 3656.57 ms [2022-03-29 20:39:57 main:574] : INFO : Epoch 1613 | loss: 0.0311447 | val_loss: 0.0311678 | Time: 3671.79 ms [2022-03-29 20:40:01 main:574] : INFO : Epoch 1614 | loss: 0.0311433 | val_loss: 0.0311676 | Time: 3675.03 ms [2022-03-29 20:40:05 main:574] : INFO : Epoch 1615 | loss: 0.031142 | val_loss: 0.0311701 | Time: 3663.02 ms [2022-03-29 20:40:08 main:574] : INFO : Epoch 1616 | loss: 0.031139 | val_loss: 0.0311701 | Time: 3655.07 ms [2022-03-29 20:40:12 main:574] : INFO : Epoch 1617 | loss: 0.0311389 | val_loss: 0.0311677 | Time: 3651.76 ms [2022-03-29 20:40:16 main:574] : INFO : Epoch 1618 | loss: 0.031139 | val_loss: 0.0311657 | Time: 3669.19 ms [2022-03-29 20:40:19 main:574] : INFO : Epoch 1619 | loss: 0.0311386 | val_loss: 0.0311645 | Time: 3659.73 ms [2022-03-29 20:40:23 main:574] : INFO : Epoch 1620 | loss: 0.0311373 | val_loss: 0.031171 | Time: 3674.35 ms [2022-03-29 20:40:27 main:574] : INFO : Epoch 1621 | loss: 0.0311384 | val_loss: 0.0311663 | Time: 3653.13 ms [2022-03-29 20:40:30 main:574] : INFO : Epoch 1622 | loss: 0.0311392 | val_loss: 0.0311682 | Time: 3680.26 ms [2022-03-29 20:40:34 main:574] : INFO : Epoch 1623 | loss: 0.0311395 | val_loss: 0.0311668 | Time: 3664.33 ms [2022-03-29 20:40:38 main:574] : INFO : Epoch 1624 | loss: 0.0311392 | val_loss: 0.0311695 | Time: 3666.66 ms [2022-03-29 20:40:41 main:574] : INFO : Epoch 1625 | loss: 0.0311415 | val_loss: 0.0311723 | Time: 3665.03 ms [2022-03-29 20:40:45 main:574] : INFO : Epoch 1626 | loss: 0.0311453 | val_loss: 0.0311686 | Time: 3649.17 ms [2022-03-29 20:40:49 main:574] : INFO : Epoch 1627 | loss: 0.0311412 | val_loss: 0.0311684 | Time: 3648.53 ms [2022-03-29 20:40:52 main:574] : INFO : Epoch 1628 | loss: 0.031141 | val_loss: 0.031164 | Time: 3673.14 ms [2022-03-29 20:40:56 main:574] : INFO : Epoch 1629 | loss: 0.0311383 | val_loss: 0.0311647 | Time: 3658.29 ms [2022-03-29 20:41:00 main:574] : INFO : Epoch 1630 | loss: 0.0311381 | val_loss: 0.0311712 | Time: 3672.62 ms [2022-03-29 20:41:03 main:574] : INFO : Epoch 1631 | loss: 0.0311395 | val_loss: 0.0311681 | Time: 3655.23 ms [2022-03-29 20:41:07 main:574] : INFO : Epoch 1632 | loss: 0.0311522 | val_loss: 0.0311634 | Time: 3671.04 ms [2022-03-29 20:41:11 main:574] : INFO : Epoch 1633 | loss: 0.0311515 | val_loss: 0.0311662 | Time: 3673.39 ms [2022-03-29 20:41:14 main:574] : INFO : Epoch 1634 | loss: 0.0311488 | val_loss: 0.0311691 | Time: 3690.83 ms [2022-03-29 20:41:18 main:574] : INFO : Epoch 1635 | loss: 0.0311458 | val_loss: 0.0311684 | Time: 3659.25 ms [2022-03-29 20:41:22 main:574] : INFO : Epoch 1636 | loss: 0.0311448 | val_loss: 0.0311655 | Time: 3665.65 ms [2022-03-29 20:41:25 main:574] : INFO : Epoch 1637 | loss: 0.0311438 | val_loss: 0.0311637 | Time: 3656.83 ms [2022-03-29 20:41:29 main:574] : INFO : Epoch 1638 | loss: 0.0311457 | val_loss: 0.031163 | Time: 3664.58 ms [2022-03-29 20:41:33 main:574] : INFO : Epoch 1639 | loss: 0.0311399 | val_loss: 0.0311678 | Time: 3666.22 ms [2022-03-29 20:41:36 main:574] : INFO : Epoch 1640 | loss: 0.0311413 | val_loss: 0.0311664 | Time: 3669.22 ms [2022-03-29 20:41:40 main:574] : INFO : Epoch 1641 | loss: 0.031142 | val_loss: 0.0311664 | Time: 3643.07 ms [2022-03-29 20:41:44 main:574] : INFO : Epoch 1642 | loss: 0.0311421 | val_loss: 0.0311633 | Time: 3655.5 ms [2022-03-29 20:41:47 main:574] : INFO : Epoch 1643 | loss: 0.0311401 | val_loss: 0.0311654 | Time: 3586.93 ms [2022-03-29 20:41:51 main:574] : INFO : Epoch 1644 | loss: 0.0311395 | val_loss: 0.0311632 | Time: 3643.56 ms [2022-03-29 20:41:55 main:574] : INFO : Epoch 1645 | loss: 0.0311388 | val_loss: 0.0311674 | Time: 3629.76 ms [2022-03-29 20:41:58 main:574] : INFO : Epoch 1646 | loss: 0.0311387 | val_loss: 0.0311632 | Time: 3644.62 ms [2022-03-29 20:42:02 main:574] : INFO : Epoch 1647 | loss: 0.031137 | val_loss: 0.0311663 | Time: 3666.07 ms [2022-03-29 20:42:06 main:574] : INFO : Epoch 1648 | loss: 0.0311384 | val_loss: 0.031167 | Time: 3668.39 ms [2022-03-29 20:42:09 main:574] : INFO : Epoch 1649 | loss: 0.0311376 | val_loss: 0.03117 | Time: 3648.8 ms [2022-03-29 20:42:13 main:574] : INFO : Epoch 1650 | loss: 0.0311456 | val_loss: 0.031168 | Time: 3643.17 ms [2022-03-29 20:42:17 main:574] : INFO : Epoch 1651 | loss: 0.0311416 | val_loss: 0.0311652 | Time: 3668.14 ms [2022-03-29 20:42:20 main:574] : INFO : Epoch 1652 | loss: 0.0311415 | val_loss: 0.0311678 | Time: 3652.06 ms [2022-03-29 20:42:24 main:574] : INFO : Epoch 1653 | loss: 0.0311428 | val_loss: 0.0311661 | Time: 3669.07 ms [2022-03-29 20:42:28 main:574] : INFO : Epoch 1654 | loss: 0.03114 | val_loss: 0.0311643 | Time: 3656.44 ms [2022-03-29 20:42:31 main:574] : INFO : Epoch 1655 | loss: 0.0311399 | val_loss: 0.0311675 | Time: 3656.82 ms [2022-03-29 20:42:35 main:574] : INFO : Epoch 1656 | loss: 0.0311374 | val_loss: 0.031168 | Time: 3668.76 ms [2022-03-29 20:42:39 main:574] : INFO : Epoch 1657 | loss: 0.0311375 | val_loss: 0.0311648 | Time: 3644.37 ms [2022-03-29 20:42:42 main:574] : INFO : Epoch 1658 | loss: 0.0311377 | val_loss: 0.031167 | Time: 3626.24 ms [2022-03-29 20:42:46 main:574] : INFO : Epoch 1659 | loss: 0.0311382 | val_loss: 0.0311656 | Time: 3651.71 ms [2022-03-29 20:42:49 main:574] : INFO : Epoch 1660 | loss: 0.0311388 | val_loss: 0.0311678 | Time: 3624.74 ms [2022-03-29 20:42:53 main:574] : INFO : Epoch 1661 | loss: 0.0311396 | val_loss: 0.0311738 | Time: 3664.5 ms [2022-03-29 20:42:57 main:574] : INFO : Epoch 1662 | loss: 0.0311464 | val_loss: 0.0311762 | Time: 3659.9 ms [2022-03-29 20:43:00 main:574] : INFO : Epoch 1663 | loss: 0.0311475 | val_loss: 0.0311703 | Time: 3657.7 ms [2022-03-29 20:43:04 main:574] : INFO : Epoch 1664 | loss: 0.0311425 | val_loss: 0.0311668 | Time: 3660.75 ms [2022-03-29 20:43:08 main:574] : INFO : Epoch 1665 | loss: 0.0311436 | val_loss: 0.0311647 | Time: 3668.2 ms [2022-03-29 20:43:11 main:574] : INFO : Epoch 1666 | loss: 0.0311464 | val_loss: 0.0311676 | Time: 3645.36 ms [2022-03-29 20:43:15 main:574] : INFO : Epoch 1667 | loss: 0.0311459 | val_loss: 0.0311679 | Time: 3666.81 ms [2022-03-29 20:43:19 main:574] : INFO : Epoch 1668 | loss: 0.031145 | val_loss: 0.0311796 | Time: 3678.07 ms [2022-03-29 20:43:22 main:574] : INFO : Epoch 1669 | loss: 0.0311472 | val_loss: 0.0311684 | Time: 3663.01 ms [2022-03-29 20:43:26 main:574] : INFO : Epoch 1670 | loss: 0.0311538 | val_loss: 0.0312005 | Time: 3659.36 ms [2022-03-29 20:43:30 main:574] : INFO : Epoch 1671 | loss: 0.0311521 | val_loss: 0.0311662 | Time: 3663.13 ms [2022-03-29 20:43:33 main:574] : INFO : Epoch 1672 | loss: 0.0311432 | val_loss: 0.0311773 | Time: 3660.84 ms [2022-03-29 20:43:37 main:574] : INFO : Epoch 1673 | loss: 0.0311482 | val_loss: 0.0311695 | Time: 3650.08 ms [2022-03-29 20:43:41 main:574] : INFO : Epoch 1674 | loss: 0.0311389 | val_loss: 0.0311657 | Time: 3668.4 ms [2022-03-29 20:43:44 main:574] : INFO : Epoch 1675 | loss: 0.0311416 | val_loss: 0.0311679 | Time: 3667.03 ms [2022-03-29 20:43:48 main:574] : INFO : Epoch 1676 | loss: 0.0311407 | val_loss: 0.0311663 | Time: 3659.9 ms [2022-03-29 20:43:52 main:574] : INFO : Epoch 1677 | loss: 0.0311388 | val_loss: 0.0311677 | Time: 3631.74 ms [2022-03-29 20:43:55 main:574] : INFO : Epoch 1678 | loss: 0.0311396 | val_loss: 0.0311681 | Time: 3674.48 ms [2022-03-29 20:43:59 main:574] : INFO : Epoch 1679 | loss: 0.0311428 | val_loss: 0.0311664 | Time: 3662.04 ms [2022-03-29 20:44:03 main:574] : INFO : Epoch 1680 | loss: 0.0311412 | val_loss: 0.0311706 | Time: 3661.4 ms [2022-03-29 20:44:06 main:574] : INFO : Epoch 1681 | loss: 0.0311469 | val_loss: 0.0311653 | Time: 3663.8 ms [2022-03-29 20:44:10 main:574] : INFO : Epoch 1682 | loss: 0.0311409 | val_loss: 0.0311621 | Time: 3641.09 ms [2022-03-29 20:44:14 main:574] : INFO : Epoch 1683 | loss: 0.0311398 | val_loss: 0.0311704 | Time: 3639.58 ms [2022-03-29 20:44:17 main:574] : INFO : Epoch 1684 | loss: 0.0311382 | val_loss: 0.0311624 | Time: 3645.94 ms [2022-03-29 20:44:21 main:574] : INFO : Epoch 1685 | loss: 0.0311363 | val_loss: 0.0311651 | Time: 3666.35 ms [2022-03-29 20:44:25 main:574] : INFO : Epoch 1686 | loss: 0.0311374 | val_loss: 0.031163 | Time: 3668.36 ms [2022-03-29 20:44:28 main:574] : INFO : Epoch 1687 | loss: 0.0311374 | val_loss: 0.0311606 | Time: 3625 ms [2022-03-29 20:44:32 main:574] : INFO : Epoch 1688 | loss: 0.0311375 | val_loss: 0.0311648 | Time: 3628.69 ms [2022-03-29 20:44:36 main:574] : INFO : Epoch 1689 | loss: 0.0311389 | val_loss: 0.0311651 | Time: 3640.38 ms [2022-03-29 20:44:39 main:574] : INFO : Epoch 1690 | loss: 0.031146 | val_loss: 0.0311636 | Time: 3773.76 ms [2022-03-29 20:44:43 main:574] : INFO : Epoch 1691 | loss: 0.0311483 | val_loss: 0.0311602 | Time: 3641.48 ms [2022-03-29 20:44:47 main:574] : INFO : Epoch 1692 | loss: 0.0311459 | val_loss: 0.031158 | Time: 3662.49 ms [2022-03-29 20:44:50 main:574] : INFO : Epoch 1693 | loss: 0.0311481 | val_loss: 0.0311557 | Time: 3667.47 ms [2022-03-29 20:44:54 main:574] : INFO : Epoch 1694 | loss: 0.0311465 | val_loss: 0.0311605 | Time: 3626.91 ms [2022-03-29 20:44:58 main:574] : INFO : Epoch 1695 | loss: 0.0311457 | val_loss: 0.0311584 | Time: 3667.56 ms [2022-03-29 20:45:01 main:574] : INFO : Epoch 1696 | loss: 0.0311431 | val_loss: 0.0311587 | Time: 3662.45 ms [2022-03-29 20:45:05 main:574] : INFO : Epoch 1697 | loss: 0.0311474 | val_loss: 0.0311606 | Time: 3646.17 ms [2022-03-29 20:45:09 main:574] : INFO : Epoch 1698 | loss: 0.031145 | val_loss: 0.0311567 | Time: 3656.29 ms [2022-03-29 20:45:12 main:574] : INFO : Epoch 1699 | loss: 0.0311435 | val_loss: 0.0311555 | Time: 3645.33 ms [2022-03-29 20:45:16 main:574] : INFO : Epoch 1700 | loss: 0.0311425 | val_loss: 0.0311567 | Time: 3646.26 ms [2022-03-29 20:45:20 main:574] : INFO : Epoch 1701 | loss: 0.0311462 | val_loss: 0.0311629 | Time: 3639.14 ms [2022-03-29 20:45:23 main:574] : INFO : Epoch 1702 | loss: 0.0311429 | val_loss: 0.0311578 | Time: 3666.76 ms [2022-03-29 20:45:27 main:574] : INFO : Epoch 1703 | loss: 0.031141 | val_loss: 0.0311694 | Time: 3660.61 ms [2022-03-29 20:45:31 main:574] : INFO : Epoch 1704 | loss: 0.0311486 | val_loss: 0.0311627 | Time: 3657.35 ms [2022-03-29 20:45:34 main:574] : INFO : Epoch 1705 | loss: 0.0311454 | val_loss: 0.0311608 | Time: 3665.04 ms [2022-03-29 20:45:38 main:574] : INFO : Epoch 1706 | loss: 0.0311406 | val_loss: 0.0311623 | Time: 3653.55 ms [2022-03-29 20:45:42 main:574] : INFO : Epoch 1707 | loss: 0.0311388 | val_loss: 0.0311588 | Time: 3659.8 ms [2022-03-29 20:45:45 main:574] : INFO : Epoch 1708 | loss: 0.0311421 | val_loss: 0.0311603 | Time: 3666.91 ms [2022-03-29 20:45:49 main:574] : INFO : Epoch 1709 | loss: 0.0311417 | val_loss: 0.0311589 | Time: 3618.84 ms [2022-03-29 20:45:52 main:574] : INFO : Epoch 1710 | loss: 0.0311408 | val_loss: 0.0311646 | Time: 3651.64 ms [2022-03-29 20:45:56 main:574] : INFO : Epoch 1711 | loss: 0.0311414 | val_loss: 0.0311576 | Time: 3656.95 ms [2022-03-29 20:46:00 main:574] : INFO : Epoch 1712 | loss: 0.0311413 | val_loss: 0.0311618 | Time: 3641.37 ms [2022-03-29 20:46:03 main:574] : INFO : Epoch 1713 | loss: 0.03114 | val_loss: 0.0311618 | Time: 3666.13 ms [2022-03-29 20:46:07 main:574] : INFO : Epoch 1714 | loss: 0.031142 | val_loss: 0.0311648 | Time: 3650.48 ms [2022-03-29 20:46:11 main:574] : INFO : Epoch 1715 | loss: 0.031144 | val_loss: 0.0311651 | Time: 3661.18 ms [2022-03-29 20:46:14 main:574] : INFO : Epoch 1716 | loss: 0.03114 | val_loss: 0.0311613 | Time: 3679.01 ms [2022-03-29 20:46:18 main:574] : INFO : Epoch 1717 | loss: 0.0311368 | val_loss: 0.031161 | Time: 3671.11 ms [2022-03-29 20:46:22 main:574] : INFO : Epoch 1718 | loss: 0.0311361 | val_loss: 0.0311642 | Time: 3660.99 ms [2022-03-29 20:46:25 main:574] : INFO : Epoch 1719 | loss: 0.0311407 | val_loss: 0.0311734 | Time: 3650.69 ms [2022-03-29 20:46:29 main:574] : INFO : Epoch 1720 | loss: 0.0311483 | val_loss: 0.0311653 | Time: 3662.04 ms [2022-03-29 20:46:33 main:574] : INFO : Epoch 1721 | loss: 0.0311501 | val_loss: 0.0311623 | Time: 3664.6 ms [2022-03-29 20:46:36 main:574] : INFO : Epoch 1722 | loss: 0.0311456 | val_loss: 0.0311585 | Time: 3670.39 ms [2022-03-29 20:46:40 main:574] : INFO : Epoch 1723 | loss: 0.0311425 | val_loss: 0.0311583 | Time: 3663.15 ms [2022-03-29 20:46:44 main:574] : INFO : Epoch 1724 | loss: 0.031151 | val_loss: 0.0311624 | Time: 3656.56 ms [2022-03-29 20:46:47 main:574] : INFO : Epoch 1725 | loss: 0.0311525 | val_loss: 0.0311614 | Time: 3643.9 ms [2022-03-29 20:46:51 main:574] : INFO : Epoch 1726 | loss: 0.0311516 | val_loss: 0.0311621 | Time: 3642.41 ms [2022-03-29 20:46:55 main:574] : INFO : Epoch 1727 | loss: 0.0311503 | val_loss: 0.0311616 | Time: 3662.68 ms [2022-03-29 20:46:58 main:574] : INFO : Epoch 1728 | loss: 0.0311499 | val_loss: 0.0311654 | Time: 3636.1 ms [2022-03-29 20:47:02 main:574] : INFO : Epoch 1729 | loss: 0.0311481 | val_loss: 0.031165 | Time: 3662.24 ms [2022-03-29 20:47:06 main:574] : INFO : Epoch 1730 | loss: 0.0311469 | val_loss: 0.0311633 | Time: 3666.74 ms [2022-03-29 20:47:09 main:574] : INFO : Epoch 1731 | loss: 0.0311452 | val_loss: 0.0311617 | Time: 3667.14 ms [2022-03-29 20:47:13 main:574] : INFO : Epoch 1732 | loss: 0.0311442 | val_loss: 0.0311623 | Time: 3661.22 ms [2022-03-29 20:47:17 main:574] : INFO : Epoch 1733 | loss: 0.0311429 | val_loss: 0.0311617 | Time: 3662.72 ms [2022-03-29 20:47:20 main:574] : INFO : Epoch 1734 | loss: 0.0311457 | val_loss: 0.0311627 | Time: 3670.43 ms [2022-03-29 20:47:24 main:574] : INFO : Epoch 1735 | loss: 0.031145 | val_loss: 0.0311648 | Time: 3647.08 ms [2022-03-29 20:47:28 main:574] : INFO : Epoch 1736 | loss: 0.0311418 | val_loss: 0.0311606 | Time: 3659.62 ms [2022-03-29 20:47:31 main:574] : INFO : Epoch 1737 | loss: 0.0311465 | val_loss: 0.0311577 | Time: 3641.9 ms [2022-03-29 20:47:35 main:574] : INFO : Epoch 1738 | loss: 0.0311417 | val_loss: 0.0311603 | Time: 3672.48 ms [2022-03-29 20:47:39 main:574] : INFO : Epoch 1739 | loss: 0.0311419 | val_loss: 0.0311615 | Time: 3633.02 ms [2022-03-29 20:47:42 main:574] : INFO : Epoch 1740 | loss: 0.0311412 | val_loss: 0.0311688 | Time: 3653.96 ms [2022-03-29 20:47:46 main:574] : INFO : Epoch 1741 | loss: 0.0311401 | val_loss: 0.0311613 | Time: 3645.12 ms [2022-03-29 20:47:50 main:574] : INFO : Epoch 1742 | loss: 0.0311375 | val_loss: 0.0311586 | Time: 3643.8 ms [2022-03-29 20:47:53 main:574] : INFO : Epoch 1743 | loss: 0.0311379 | val_loss: 0.0311718 | Time: 3640.39 ms [2022-03-29 20:47:57 main:574] : INFO : Epoch 1744 | loss: 0.0311378 | val_loss: 0.0311633 | Time: 3652.79 ms [2022-03-29 20:48:01 main:574] : INFO : Epoch 1745 | loss: 0.0311369 | val_loss: 0.0311639 | Time: 3611.09 ms [2022-03-29 20:48:04 main:574] : INFO : Epoch 1746 | loss: 0.0311345 | val_loss: 0.0311649 | Time: 3652.38 ms [2022-03-29 20:48:08 main:574] : INFO : Epoch 1747 | loss: 0.0311347 | val_loss: 0.031161 | Time: 3666.53 ms [2022-03-29 20:48:12 main:574] : INFO : Epoch 1748 | loss: 0.0311374 | val_loss: 0.0311687 | Time: 3671.38 ms [2022-03-29 20:48:15 main:574] : INFO : Epoch 1749 | loss: 0.0311364 | val_loss: 0.03116 | Time: 3655.33 ms [2022-03-29 20:48:19 main:574] : INFO : Epoch 1750 | loss: 0.0311373 | val_loss: 0.0311602 | Time: 3620.04 ms [2022-03-29 20:48:23 main:574] : INFO : Epoch 1751 | loss: 0.0311413 | val_loss: 0.0311587 | Time: 3679.55 ms [2022-03-29 20:48:26 main:574] : INFO : Epoch 1752 | loss: 0.0311402 | val_loss: 0.0311612 | Time: 3667.87 ms [2022-03-29 20:48:30 main:574] : INFO : Epoch 1753 | loss: 0.0311384 | val_loss: 0.0311607 | Time: 3631.26 ms [2022-03-29 20:48:33 main:574] : INFO : Epoch 1754 | loss: 0.0311382 | val_loss: 0.0311605 | Time: 3633.04 ms [2022-03-29 20:48:37 main:574] : INFO : Epoch 1755 | loss: 0.0311358 | val_loss: 0.0311596 | Time: 3644.94 ms [2022-03-29 20:48:41 main:574] : INFO : Epoch 1756 | loss: 0.0311366 | val_loss: 0.0311593 | Time: 3673.11 ms [2022-03-29 20:48:44 main:574] : INFO : Epoch 1757 | loss: 0.0311397 | val_loss: 0.0311706 | Time: 3652.03 ms [2022-03-29 20:48:48 main:574] : INFO : Epoch 1758 | loss: 0.0311395 | val_loss: 0.0311618 | Time: 3687.47 ms [2022-03-29 20:48:52 main:574] : INFO : Epoch 1759 | loss: 0.0311361 | val_loss: 0.0311614 | Time: 3649.45 ms [2022-03-29 20:48:55 main:574] : INFO : Epoch 1760 | loss: 0.0311354 | val_loss: 0.031166 | Time: 3650.57 ms [2022-03-29 20:48:59 main:574] : INFO : Epoch 1761 | loss: 0.0311355 | val_loss: 0.031158 | Time: 3641.45 ms [2022-03-29 20:49:03 main:574] : INFO : Epoch 1762 | loss: 0.0311363 | val_loss: 0.0311654 | Time: 3663.49 ms [2022-03-29 20:49:06 main:574] : INFO : Epoch 1763 | loss: 0.0311393 | val_loss: 0.0311592 | Time: 3648.55 ms [2022-03-29 20:49:10 main:574] : INFO : Epoch 1764 | loss: 0.0311374 | val_loss: 0.0311609 | Time: 3649.01 ms [2022-03-29 20:49:14 main:574] : INFO : Epoch 1765 | loss: 0.0311368 | val_loss: 0.0311613 | Time: 3662.4 ms [2022-03-29 20:49:17 main:574] : INFO : Epoch 1766 | loss: 0.031141 | val_loss: 0.0311678 | Time: 3661.86 ms [2022-03-29 20:49:21 main:574] : INFO : Epoch 1767 | loss: 0.0311472 | val_loss: 0.0311583 | Time: 3672.03 ms [2022-03-29 20:49:25 main:574] : INFO : Epoch 1768 | loss: 0.0311467 | val_loss: 0.0311652 | Time: 3672.97 ms [2022-03-29 20:49:28 main:574] : INFO : Epoch 1769 | loss: 0.0312566 | val_loss: 0.0314776 | Time: 3658.03 ms [2022-03-29 20:49:32 main:574] : INFO : Epoch 1770 | loss: 0.0694492 | val_loss: 0.0501779 | Time: 3657.06 ms [2022-03-29 20:49:36 main:574] : INFO : Epoch 1771 | loss: 0.0363744 | val_loss: 0.0349099 | Time: 3652.44 ms [2022-03-29 20:49:39 main:574] : INFO : Epoch 1772 | loss: 0.0399018 | val_loss: 0.0325633 | Time: 3633.23 ms [2022-03-29 20:49:43 main:574] : INFO : Epoch 1773 | loss: 0.0375269 | val_loss: 0.0340455 | Time: 3664.19 ms [2022-03-29 20:49:47 main:574] : INFO : Epoch 1774 | loss: 0.0321538 | val_loss: 0.0313279 | Time: 3663.2 ms [2022-03-29 20:49:50 main:574] : INFO : Epoch 1775 | loss: 0.0313631 | val_loss: 0.031321 | Time: 3647.97 ms [2022-03-29 20:49:54 main:574] : INFO : Epoch 1776 | loss: 0.0312689 | val_loss: 0.0312485 | Time: 3648.44 ms [2022-03-29 20:49:58 main:574] : INFO : Epoch 1777 | loss: 0.0312447 | val_loss: 0.0312408 | Time: 3641.01 ms [2022-03-29 20:50:01 main:574] : INFO : Epoch 1778 | loss: 0.0312363 | val_loss: 0.0312338 | Time: 3651.01 ms [2022-03-29 20:50:05 main:574] : INFO : Epoch 1779 | loss: 0.0312301 | val_loss: 0.0312295 | Time: 3679.11 ms [2022-03-29 20:50:09 main:574] : INFO : Epoch 1780 | loss: 0.0312268 | val_loss: 0.0312264 | Time: 3661.46 ms [2022-03-29 20:50:12 main:574] : INFO : Epoch 1781 | loss: 0.0312237 | val_loss: 0.0312238 | Time: 3662.16 ms [2022-03-29 20:50:16 main:574] : INFO : Epoch 1782 | loss: 0.031221 | val_loss: 0.031221 | Time: 3671.04 ms [2022-03-29 20:50:20 main:574] : INFO : Epoch 1783 | loss: 0.0312183 | val_loss: 0.0312186 | Time: 3657.35 ms [2022-03-29 20:50:23 main:574] : INFO : Epoch 1784 | loss: 0.031216 | val_loss: 0.0312161 | Time: 3647.62 ms [2022-03-29 20:50:27 main:574] : INFO : Epoch 1785 | loss: 0.0312136 | val_loss: 0.0312148 | Time: 3657.78 ms [2022-03-29 20:50:31 main:574] : INFO : Epoch 1786 | loss: 0.0312116 | val_loss: 0.0312117 | Time: 3661.44 ms [2022-03-29 20:50:34 main:574] : INFO : Epoch 1787 | loss: 0.0312089 | val_loss: 0.0312087 | Time: 3645.56 ms [2022-03-29 20:50:38 main:574] : INFO : Epoch 1788 | loss: 0.0312064 | val_loss: 0.0312064 | Time: 3665.38 ms [2022-03-29 20:50:42 main:574] : INFO : Epoch 1789 | loss: 0.0312038 | val_loss: 0.0312038 | Time: 3661.47 ms [2022-03-29 20:50:45 main:574] : INFO : Epoch 1790 | loss: 0.0312014 | val_loss: 0.0312028 | Time: 3646.99 ms [2022-03-29 20:50:49 main:574] : INFO : Epoch 1791 | loss: 0.0312003 | val_loss: 0.0312007 | Time: 3633.53 ms [2022-03-29 20:50:53 main:574] : INFO : Epoch 1792 | loss: 0.0311976 | val_loss: 0.0311987 | Time: 3600.57 ms [2022-03-29 20:50:56 main:574] : INFO : Epoch 1793 | loss: 0.0311954 | val_loss: 0.0311968 | Time: 3632.27 ms [2022-03-29 20:51:00 main:574] : INFO : Epoch 1794 | loss: 0.0311933 | val_loss: 0.0311946 | Time: 3656.41 ms [2022-03-29 20:51:03 main:574] : INFO : Epoch 1795 | loss: 0.0311909 | val_loss: 0.0311931 | Time: 3655.24 ms [2022-03-29 20:51:07 main:574] : INFO : Epoch 1796 | loss: 0.0311892 | val_loss: 0.0311909 | Time: 3670.95 ms [2022-03-29 20:51:11 main:574] : INFO : Epoch 1797 | loss: 0.0311873 | val_loss: 0.0311907 | Time: 3664.11 ms [2022-03-29 20:51:15 main:574] : INFO : Epoch 1798 | loss: 0.0311865 | val_loss: 0.0311895 | Time: 3667.97 ms [2022-03-29 20:51:18 main:574] : INFO : Epoch 1799 | loss: 0.0311857 | val_loss: 0.0311878 | Time: 3653.02 ms [2022-03-29 20:51:22 main:574] : INFO : Epoch 1800 | loss: 0.0311839 | val_loss: 0.0311871 | Time: 3682.47 ms [2022-03-29 20:51:26 main:574] : INFO : Epoch 1801 | loss: 0.0311831 | val_loss: 0.0311874 | Time: 3687.73 ms [2022-03-29 20:51:29 main:574] : INFO : Epoch 1802 | loss: 0.0311826 | val_loss: 0.0311851 | Time: 3637.74 ms [2022-03-29 20:51:33 main:574] : INFO : Epoch 1803 | loss: 0.0311811 | val_loss: 0.0311839 | Time: 3648.88 ms [2022-03-29 20:51:36 main:574] : INFO : Epoch 1804 | loss: 0.0311802 | val_loss: 0.0311831 | Time: 3650.23 ms [2022-03-29 20:51:40 main:574] : INFO : Epoch 1805 | loss: 0.0311786 | val_loss: 0.0311817 | Time: 3662.64 ms [2022-03-29 20:51:44 main:574] : INFO : Epoch 1806 | loss: 0.0311777 | val_loss: 0.0311812 | Time: 3662.48 ms [2022-03-29 20:51:47 main:574] : INFO : Epoch 1807 | loss: 0.0311765 | val_loss: 0.031182 | Time: 3664.59 ms [2022-03-29 20:51:51 main:574] : INFO : Epoch 1808 | loss: 0.0311758 | val_loss: 0.0311805 | Time: 3651.33 ms [2022-03-29 20:51:55 main:574] : INFO : Epoch 1809 | loss: 0.0311749 | val_loss: 0.0311809 | Time: 3660.91 ms [2022-03-29 20:51:58 main:574] : INFO : Epoch 1810 | loss: 0.0311751 | val_loss: 0.0311804 | Time: 3646.23 ms [2022-03-29 20:52:02 main:574] : INFO : Epoch 1811 | loss: 0.0311748 | val_loss: 0.0311815 | Time: 3663.13 ms [2022-03-29 20:52:06 main:574] : INFO : Epoch 1812 | loss: 0.0311746 | val_loss: 0.0311813 | Time: 3670.58 ms [2022-03-29 20:52:09 main:574] : INFO : Epoch 1813 | loss: 0.0311742 | val_loss: 0.0311806 | Time: 3667.7 ms [2022-03-29 20:52:13 main:574] : INFO : Epoch 1814 | loss: 0.0311732 | val_loss: 0.031181 | Time: 3608.55 ms [2022-03-29 20:52:17 main:574] : INFO : Epoch 1815 | loss: 0.031173 | val_loss: 0.031182 | Time: 3655.74 ms [2022-03-29 20:52:20 main:574] : INFO : Epoch 1816 | loss: 0.0311744 | val_loss: 0.0311804 | Time: 3668.05 ms [2022-03-29 20:52:24 main:574] : INFO : Epoch 1817 | loss: 0.0311729 | val_loss: 0.03118 | Time: 3675.71 ms [2022-03-29 20:52:28 main:574] : INFO : Epoch 1818 | loss: 0.0311731 | val_loss: 0.03118 | Time: 3662.49 ms [2022-03-29 20:52:31 main:574] : INFO : Epoch 1819 | loss: 0.0311754 | val_loss: 0.0311794 | Time: 3650.78 ms [2022-03-29 20:52:35 main:574] : INFO : Epoch 1820 | loss: 0.0311778 | val_loss: 0.03118 | Time: 3654.79 ms [2022-03-29 20:52:39 main:574] : INFO : Epoch 1821 | loss: 0.0311761 | val_loss: 0.0311792 | Time: 3677.36 ms [2022-03-29 20:52:42 main:574] : INFO : Epoch 1822 | loss: 0.0311752 | val_loss: 0.031178 | Time: 3665.71 ms [2022-03-29 20:52:46 main:574] : INFO : Epoch 1823 | loss: 0.0311743 | val_loss: 0.0311774 | Time: 3664.26 ms [2022-03-29 20:52:50 main:574] : INFO : Epoch 1824 | loss: 0.0311737 | val_loss: 0.0311773 | Time: 3664 ms [2022-03-29 20:52:53 main:574] : INFO : Epoch 1825 | loss: 0.0311738 | val_loss: 0.0311767 | Time: 3658.8 ms [2022-03-29 20:52:57 main:574] : INFO : Epoch 1826 | loss: 0.0311724 | val_loss: 0.0311772 | Time: 3638.86 ms [2022-03-29 20:53:01 main:574] : INFO : Epoch 1827 | loss: 0.0311719 | val_loss: 0.0311771 | Time: 3632.95 ms [2022-03-29 20:53:04 main:574] : INFO : Epoch 1828 | loss: 0.0311715 | val_loss: 0.0311763 | Time: 3661.45 ms [2022-03-29 20:53:08 main:574] : INFO : Epoch 1829 | loss: 0.0311697 | val_loss: 0.0311752 | Time: 3655.72 ms [2022-03-29 20:53:12 main:574] : INFO : Epoch 1830 | loss: 0.0311693 | val_loss: 0.0311756 | Time: 3661.18 ms [2022-03-29 20:53:15 main:574] : INFO : Epoch 1831 | loss: 0.0311682 | val_loss: 0.0311766 | Time: 3669.62 ms [2022-03-29 20:53:19 main:574] : INFO : Epoch 1832 | loss: 0.0311686 | val_loss: 0.0311748 | Time: 3655.13 ms [2022-03-29 20:53:23 main:574] : INFO : Epoch 1833 | loss: 0.0311676 | val_loss: 0.0311751 | Time: 3651.13 ms [2022-03-29 20:53:26 main:574] : INFO : Epoch 1834 | loss: 0.031168 | val_loss: 0.0311754 | Time: 3664.94 ms [2022-03-29 20:53:30 main:574] : INFO : Epoch 1835 | loss: 0.0311697 | val_loss: 0.0311745 | Time: 3660.58 ms [2022-03-29 20:53:34 main:574] : INFO : Epoch 1836 | loss: 0.0311726 | val_loss: 0.0311786 | Time: 3663.34 ms [2022-03-29 20:53:37 main:574] : INFO : Epoch 1837 | loss: 0.0311734 | val_loss: 0.0311778 | Time: 3656.34 ms [2022-03-29 20:53:41 main:574] : INFO : Epoch 1838 | loss: 0.031176 | val_loss: 0.0311793 | Time: 3622.04 ms [2022-03-29 20:53:45 main:574] : INFO : Epoch 1839 | loss: 0.0311818 | val_loss: 0.0311775 | Time: 3640.52 ms [2022-03-29 20:53:48 main:574] : INFO : Epoch 1840 | loss: 0.0311818 | val_loss: 0.03118 | Time: 3673.54 ms [2022-03-29 20:53:52 main:574] : INFO : Epoch 1841 | loss: 0.031181 | val_loss: 0.0311786 | Time: 3663.36 ms [2022-03-29 20:53:56 main:574] : INFO : Epoch 1842 | loss: 0.031179 | val_loss: 0.031176 | Time: 3671 ms [2022-03-29 20:53:59 main:574] : INFO : Epoch 1843 | loss: 0.0311761 | val_loss: 0.0311742 | Time: 3661.36 ms [2022-03-29 20:54:03 main:574] : INFO : Epoch 1844 | loss: 0.0311751 | val_loss: 0.0311732 | Time: 3657.38 ms [2022-03-29 20:54:07 main:574] : INFO : Epoch 1845 | loss: 0.0311737 | val_loss: 0.0311725 | Time: 3637.75 ms [2022-03-29 20:54:10 main:574] : INFO : Epoch 1846 | loss: 0.031173 | val_loss: 0.0311725 | Time: 3648.04 ms [2022-03-29 20:54:14 main:574] : INFO : Epoch 1847 | loss: 0.0311728 | val_loss: 0.0311719 | Time: 3634.72 ms [2022-03-29 20:54:18 main:574] : INFO : Epoch 1848 | loss: 0.0311725 | val_loss: 0.0311712 | Time: 3666.24 ms [2022-03-29 20:54:21 main:574] : INFO : Epoch 1849 | loss: 0.0311725 | val_loss: 0.0311729 | Time: 3656.86 ms [2022-03-29 20:54:25 main:574] : INFO : Epoch 1850 | loss: 0.031173 | val_loss: 0.0311715 | Time: 3623.87 ms [2022-03-29 20:54:29 main:574] : INFO : Epoch 1851 | loss: 0.0311723 | val_loss: 0.0311723 | Time: 3662.97 ms [2022-03-29 20:54:32 main:574] : INFO : Epoch 1852 | loss: 0.0311724 | val_loss: 0.0311721 | Time: 3629.01 ms [2022-03-29 20:54:36 main:574] : INFO : Epoch 1853 | loss: 0.0311728 | val_loss: 0.031172 | Time: 3649.4 ms [2022-03-29 20:54:39 main:574] : INFO : Epoch 1854 | loss: 0.0311717 | val_loss: 0.0311744 | Time: 3657.72 ms [2022-03-29 20:54:43 main:574] : INFO : Epoch 1855 | loss: 0.0311712 | val_loss: 0.0311709 | Time: 3659.91 ms [2022-03-29 20:54:47 main:574] : INFO : Epoch 1856 | loss: 0.0311703 | val_loss: 0.0311701 | Time: 3648.42 ms [2022-03-29 20:54:50 main:574] : INFO : Epoch 1857 | loss: 0.0311697 | val_loss: 0.03117 | Time: 3638.06 ms [2022-03-29 20:54:54 main:574] : INFO : Epoch 1858 | loss: 0.0311694 | val_loss: 0.0311702 | Time: 3658.43 ms [2022-03-29 20:54:58 main:574] : INFO : Epoch 1859 | loss: 0.0311684 | val_loss: 0.0311699 | Time: 3645.04 ms [2022-03-29 20:55:01 main:574] : INFO : Epoch 1860 | loss: 0.0311676 | val_loss: 0.0311681 | Time: 3658.6 ms [2022-03-29 20:55:05 main:574] : INFO : Epoch 1861 | loss: 0.0311677 | val_loss: 0.0311686 | Time: 3655.94 ms [2022-03-29 20:55:09 main:574] : INFO : Epoch 1862 | loss: 0.0311686 | val_loss: 0.0311713 | Time: 3655.63 ms [2022-03-29 20:55:12 main:574] : INFO : Epoch 1863 | loss: 0.0311719 | val_loss: 0.0311715 | Time: 3631.52 ms [2022-03-29 20:55:16 main:574] : INFO : Epoch 1864 | loss: 0.0311722 | val_loss: 0.0311726 | Time: 3637.86 ms [2022-03-29 20:55:20 main:574] : INFO : Epoch 1865 | loss: 0.0311711 | val_loss: 0.0311702 | Time: 3668.85 ms [2022-03-29 20:55:23 main:574] : INFO : Epoch 1866 | loss: 0.0311697 | val_loss: 0.03117 | Time: 3670.23 ms [2022-03-29 20:55:27 main:574] : INFO : Epoch 1867 | loss: 0.0311692 | val_loss: 0.0311712 | Time: 3641.15 ms [2022-03-29 20:55:31 main:574] : INFO : Epoch 1868 | loss: 0.0311681 | val_loss: 0.0311707 | Time: 3663.99 ms [2022-03-29 20:55:34 main:574] : INFO : Epoch 1869 | loss: 0.0311677 | val_loss: 0.0311698 | Time: 3660.1 ms [2022-03-29 20:55:38 main:574] : INFO : Epoch 1870 | loss: 0.0311668 | val_loss: 0.0311697 | Time: 3668.41 ms [2022-03-29 20:55:42 main:574] : INFO : Epoch 1871 | loss: 0.0311659 | val_loss: 0.0311695 | Time: 3640.21 ms [2022-03-29 20:55:45 main:574] : INFO : Epoch 1872 | loss: 0.0311653 | val_loss: 0.031169 | Time: 3662.84 ms [2022-03-29 20:55:49 main:574] : INFO : Epoch 1873 | loss: 0.0311648 | val_loss: 0.0311695 | Time: 3661.66 ms [2022-03-29 20:55:53 main:574] : INFO : Epoch 1874 | loss: 0.0311644 | val_loss: 0.0311672 | Time: 3634.35 ms [2022-03-29 20:55:56 main:574] : INFO : Epoch 1875 | loss: 0.0311643 | val_loss: 0.0311679 | Time: 3661.54 ms [2022-03-29 20:56:00 main:574] : INFO : Epoch 1876 | loss: 0.0311645 | val_loss: 0.0311667 | Time: 3637.03 ms [2022-03-29 20:56:04 main:574] : INFO : Epoch 1877 | loss: 0.0311646 | val_loss: 0.0311692 | Time: 3662.93 ms [2022-03-29 20:56:07 main:574] : INFO : Epoch 1878 | loss: 0.0311654 | val_loss: 0.0311697 | Time: 3658.43 ms [2022-03-29 20:56:11 main:574] : INFO : Epoch 1879 | loss: 0.0311644 | val_loss: 0.0311694 | Time: 3617.26 ms [2022-03-29 20:56:15 main:574] : INFO : Epoch 1880 | loss: 0.0311636 | val_loss: 0.0311695 | Time: 3651.35 ms [2022-03-29 20:56:18 main:574] : INFO : Epoch 1881 | loss: 0.0311635 | val_loss: 0.031169 | Time: 3667.23 ms [2022-03-29 20:56:22 main:574] : INFO : Epoch 1882 | loss: 0.0311626 | val_loss: 0.0311704 | Time: 3647.06 ms [2022-03-29 20:56:25 main:574] : INFO : Epoch 1883 | loss: 0.0311629 | val_loss: 0.0311686 | Time: 3620.37 ms [2022-03-29 20:56:29 main:574] : INFO : Epoch 1884 | loss: 0.0311629 | val_loss: 0.0311673 | Time: 3652.05 ms [2022-03-29 20:56:33 main:574] : INFO : Epoch 1885 | loss: 0.0311621 | val_loss: 0.0311677 | Time: 3661.57 ms [2022-03-29 20:56:36 main:574] : INFO : Epoch 1886 | loss: 0.031163 | val_loss: 0.0311682 | Time: 3655.68 ms [2022-03-29 20:56:40 main:574] : INFO : Epoch 1887 | loss: 0.0311632 | val_loss: 0.0311667 | Time: 3659.14 ms [2022-03-29 20:56:44 main:574] : INFO : Epoch 1888 | loss: 0.0311647 | val_loss: 0.0311675 | Time: 3623.04 ms [2022-03-29 20:56:47 main:574] : INFO : Epoch 1889 | loss: 0.0311646 | val_loss: 0.0311659 | Time: 3622.55 ms [2022-03-29 20:56:51 main:574] : INFO : Epoch 1890 | loss: 0.0311638 | val_loss: 0.0311659 | Time: 3662.1 ms [2022-03-29 20:56:55 main:574] : INFO : Epoch 1891 | loss: 0.0311622 | val_loss: 0.0311656 | Time: 3664.69 ms [2022-03-29 20:56:58 main:574] : INFO : Epoch 1892 | loss: 0.0311623 | val_loss: 0.0311657 | Time: 3660.56 ms [2022-03-29 20:57:02 main:574] : INFO : Epoch 1893 | loss: 0.0311613 | val_loss: 0.0311663 | Time: 3636.95 ms [2022-03-29 20:57:06 main:574] : INFO : Epoch 1894 | loss: 0.0311607 | val_loss: 0.0311659 | Time: 3658.07 ms [2022-03-29 20:57:09 main:574] : INFO : Epoch 1895 | loss: 0.0311596 | val_loss: 0.0311647 | Time: 3654.72 ms [2022-03-29 20:57:13 main:574] : INFO : Epoch 1896 | loss: 0.031159 | val_loss: 0.031166 | Time: 3667.41 ms [2022-03-29 20:57:17 main:574] : INFO : Epoch 1897 | loss: 0.0311602 | val_loss: 0.0311657 | Time: 3664.55 ms [2022-03-29 20:57:20 main:574] : INFO : Epoch 1898 | loss: 0.0311602 | val_loss: 0.0311657 | Time: 3624.68 ms [2022-03-29 20:57:24 main:574] : INFO : Epoch 1899 | loss: 0.0311598 | val_loss: 0.0311667 | Time: 3670.72 ms [2022-03-29 20:57:28 main:574] : INFO : Epoch 1900 | loss: 0.0311596 | val_loss: 0.0311645 | Time: 3643.8 ms [2022-03-29 20:57:31 main:574] : INFO : Epoch 1901 | loss: 0.0311592 | val_loss: 0.0311645 | Time: 3631.77 ms [2022-03-29 20:57:35 main:574] : INFO : Epoch 1902 | loss: 0.03116 | val_loss: 0.0311654 | Time: 3649.85 ms [2022-03-29 20:57:39 main:574] : INFO : Epoch 1903 | loss: 0.0311598 | val_loss: 0.0311654 | Time: 3654.2 ms [2022-03-29 20:57:42 main:574] : INFO : Epoch 1904 | loss: 0.0311642 | val_loss: 0.0311688 | Time: 3661.79 ms [2022-03-29 20:57:46 main:574] : INFO : Epoch 1905 | loss: 0.0311736 | val_loss: 0.0311821 | Time: 3656.22 ms [2022-03-29 20:57:50 main:574] : INFO : Epoch 1906 | loss: 0.0311818 | val_loss: 0.031182 | Time: 3664.57 ms [2022-03-29 20:57:53 main:574] : INFO : Epoch 1907 | loss: 0.031181 | val_loss: 0.0311796 | Time: 3658.19 ms [2022-03-29 20:57:57 main:574] : INFO : Epoch 1908 | loss: 0.0311798 | val_loss: 0.0311778 | Time: 3663.83 ms [2022-03-29 20:58:01 main:574] : INFO : Epoch 1909 | loss: 0.031178 | val_loss: 0.0311774 | Time: 3615.58 ms [2022-03-29 20:58:04 main:574] : INFO : Epoch 1910 | loss: 0.0311774 | val_loss: 0.031176 | Time: 3664.5 ms [2022-03-29 20:58:08 main:574] : INFO : Epoch 1911 | loss: 0.0311753 | val_loss: 0.0311757 | Time: 3663.25 ms [2022-03-29 20:58:12 main:574] : INFO : Epoch 1912 | loss: 0.031174 | val_loss: 0.031175 | Time: 3661.91 ms [2022-03-29 20:58:15 main:574] : INFO : Epoch 1913 | loss: 0.0311742 | val_loss: 0.0311735 | Time: 3668.41 ms [2022-03-29 20:58:19 main:574] : INFO : Epoch 1914 | loss: 0.0311743 | val_loss: 0.0311726 | Time: 3663.43 ms [2022-03-29 20:58:23 main:574] : INFO : Epoch 1915 | loss: 0.0311737 | val_loss: 0.0311732 | Time: 3768.64 ms [2022-03-29 20:58:26 main:574] : INFO : Epoch 1916 | loss: 0.0311738 | val_loss: 0.0311732 | Time: 3650.96 ms [2022-03-29 20:58:30 main:574] : INFO : Epoch 1917 | loss: 0.0311723 | val_loss: 0.0311723 | Time: 3662.34 ms [2022-03-29 20:58:34 main:574] : INFO : Epoch 1918 | loss: 0.0311715 | val_loss: 0.0311719 | Time: 3619.65 ms [2022-03-29 20:58:37 main:574] : INFO : Epoch 1919 | loss: 0.0311714 | val_loss: 0.0311721 | Time: 3655.92 ms [2022-03-29 20:58:41 main:574] : INFO : Epoch 1920 | loss: 0.0311707 | val_loss: 0.031171 | Time: 3667.64 ms [2022-03-29 20:58:45 main:574] : INFO : Epoch 1921 | loss: 0.0311695 | val_loss: 0.0311715 | Time: 3675.82 ms [2022-03-29 20:58:48 main:574] : INFO : Epoch 1922 | loss: 0.031169 | val_loss: 0.0311704 | Time: 3639.8 ms [2022-03-29 20:58:52 main:574] : INFO : Epoch 1923 | loss: 0.0311679 | val_loss: 0.0311705 | Time: 3665.03 ms [2022-03-29 20:58:56 main:574] : INFO : Epoch 1924 | loss: 0.0311683 | val_loss: 0.0311727 | Time: 3663.42 ms [2022-03-29 20:58:59 main:574] : INFO : Epoch 1925 | loss: 0.0311682 | val_loss: 0.0311712 | Time: 3669.36 ms [2022-03-29 20:59:03 main:574] : INFO : Epoch 1926 | loss: 0.0311687 | val_loss: 0.0311736 | Time: 3647.4 ms [2022-03-29 20:59:07 main:574] : INFO : Epoch 1927 | loss: 0.0311725 | val_loss: 0.0311724 | Time: 3660.74 ms [2022-03-29 20:59:10 main:574] : INFO : Epoch 1928 | loss: 0.0311719 | val_loss: 0.0311725 | Time: 3660.5 ms [2022-03-29 20:59:14 main:574] : INFO : Epoch 1929 | loss: 0.0311708 | val_loss: 0.031172 | Time: 3637.71 ms [2022-03-29 20:59:18 main:574] : INFO : Epoch 1930 | loss: 0.0311698 | val_loss: 0.0311704 | Time: 3637.48 ms [2022-03-29 20:59:21 main:574] : INFO : Epoch 1931 | loss: 0.0311693 | val_loss: 0.0311691 | Time: 3662.07 ms [2022-03-29 20:59:25 main:574] : INFO : Epoch 1932 | loss: 0.0311679 | val_loss: 0.031169 | Time: 3674.24 ms [2022-03-29 20:59:29 main:574] : INFO : Epoch 1933 | loss: 0.0311675 | val_loss: 0.0311683 | Time: 3644.07 ms [2022-03-29 20:59:32 main:574] : INFO : Epoch 1934 | loss: 0.0311672 | val_loss: 0.0311688 | Time: 3617.35 ms [2022-03-29 20:59:36 main:574] : INFO : Epoch 1935 | loss: 0.0311673 | val_loss: 0.0311704 | Time: 3654.67 ms [2022-03-29 20:59:39 main:574] : INFO : Epoch 1936 | loss: 0.0311681 | val_loss: 0.031171 | Time: 3674.05 ms [2022-03-29 20:59:43 main:574] : INFO : Epoch 1937 | loss: 0.0311664 | val_loss: 0.0311702 | Time: 3639.29 ms [2022-03-29 20:59:47 main:574] : INFO : Epoch 1938 | loss: 0.0311659 | val_loss: 0.0311696 | Time: 3643.9 ms [2022-03-29 20:59:50 main:574] : INFO : Epoch 1939 | loss: 0.0311654 | val_loss: 0.03117 | Time: 3655.24 ms [2022-03-29 20:59:54 main:574] : INFO : Epoch 1940 | loss: 0.0311644 | val_loss: 0.03117 | Time: 3651.31 ms [2022-03-29 20:59:58 main:574] : INFO : Epoch 1941 | loss: 0.0311643 | val_loss: 0.0311698 | Time: 3667.4 ms [2022-03-29 21:00:01 main:574] : INFO : Epoch 1942 | loss: 0.0311638 | val_loss: 0.0311688 | Time: 3648.24 ms [2022-03-29 21:00:05 main:574] : INFO : Epoch 1943 | loss: 0.0311634 | val_loss: 0.0311687 | Time: 3664.66 ms [2022-03-29 21:00:09 main:574] : INFO : Epoch 1944 | loss: 0.0311646 | val_loss: 0.0311678 | Time: 3653.02 ms [2022-03-29 21:00:12 main:574] : INFO : Epoch 1945 | loss: 0.0311639 | val_loss: 0.0311687 | Time: 3672.25 ms [2022-03-29 21:00:16 main:574] : INFO : Epoch 1946 | loss: 0.0311645 | val_loss: 0.0311682 | Time: 3663.79 ms [2022-03-29 21:00:20 main:574] : INFO : Epoch 1947 | loss: 0.0311635 | val_loss: 0.0311679 | Time: 3631.44 ms [2022-03-29 21:00:23 main:574] : INFO : Epoch 1948 | loss: 0.0311629 | val_loss: 0.0311693 | Time: 3664.7 ms [2022-03-29 21:00:27 main:574] : INFO : Epoch 1949 | loss: 0.0311635 | val_loss: 0.0311677 | Time: 3664.72 ms [2022-03-29 21:00:31 main:574] : INFO : Epoch 1950 | loss: 0.0311621 | val_loss: 0.0311681 | Time: 3648.77 ms [2022-03-29 21:00:34 main:574] : INFO : Epoch 1951 | loss: 0.0311617 | val_loss: 0.0311689 | Time: 3640.4 ms [2022-03-29 21:00:38 main:574] : INFO : Epoch 1952 | loss: 0.0311613 | val_loss: 0.0311681 | Time: 3624.84 ms [2022-03-29 21:00:42 main:574] : INFO : Epoch 1953 | loss: 0.0311618 | val_loss: 0.0311675 | Time: 3684.47 ms [2022-03-29 21:00:45 main:574] : INFO : Epoch 1954 | loss: 0.0311615 | val_loss: 0.0311675 | Time: 3650.28 ms [2022-03-29 21:00:49 main:574] : INFO : Epoch 1955 | loss: 0.0311611 | val_loss: 0.0311677 | Time: 3643.96 ms [2022-03-29 21:00:53 main:574] : INFO : Epoch 1956 | loss: 0.0311627 | val_loss: 0.0311683 | Time: 3633.76 ms [2022-03-29 21:00:56 main:574] : INFO : Epoch 1957 | loss: 0.0311623 | val_loss: 0.0311691 | Time: 3666.3 ms [2022-03-29 21:01:00 main:574] : INFO : Epoch 1958 | loss: 0.0311617 | val_loss: 0.03117 | Time: 3686.7 ms [2022-03-29 21:01:04 main:574] : INFO : Epoch 1959 | loss: 0.0311617 | val_loss: 0.031168 | Time: 3661.09 ms [2022-03-29 21:01:07 main:574] : INFO : Epoch 1960 | loss: 0.0311607 | val_loss: 0.0311708 | Time: 3694.78 ms [2022-03-29 21:01:11 main:574] : INFO : Epoch 1961 | loss: 0.0311621 | val_loss: 0.0311688 | Time: 3613.79 ms [2022-03-29 21:01:15 main:574] : INFO : Epoch 1962 | loss: 0.0311627 | val_loss: 0.0311711 | Time: 3630.06 ms [2022-03-29 21:01:18 main:574] : INFO : Epoch 1963 | loss: 0.0311609 | val_loss: 0.0311687 | Time: 3663.9 ms [2022-03-29 21:01:22 main:574] : INFO : Epoch 1964 | loss: 0.0311615 | val_loss: 0.0311683 | Time: 3665.44 ms [2022-03-29 21:01:26 main:574] : INFO : Epoch 1965 | loss: 0.0311608 | val_loss: 0.0311684 | Time: 3634.32 ms [2022-03-29 21:01:29 main:574] : INFO : Epoch 1966 | loss: 0.0311614 | val_loss: 0.0311711 | Time: 3670.28 ms [2022-03-29 21:01:33 main:574] : INFO : Epoch 1967 | loss: 0.0311612 | val_loss: 0.0311705 | Time: 3660.39 ms [2022-03-29 21:01:37 main:574] : INFO : Epoch 1968 | loss: 0.03116 | val_loss: 0.0311706 | Time: 3652.7 ms [2022-03-29 21:01:40 main:574] : INFO : Epoch 1969 | loss: 0.0311591 | val_loss: 0.0311689 | Time: 3646.46 ms [2022-03-29 21:01:44 main:574] : INFO : Epoch 1970 | loss: 0.0311587 | val_loss: 0.0311705 | Time: 3642.21 ms [2022-03-29 21:01:47 main:574] : INFO : Epoch 1971 | loss: 0.0311595 | val_loss: 0.0311695 | Time: 3647.45 ms [2022-03-29 21:01:51 main:574] : INFO : Epoch 1972 | loss: 0.0311612 | val_loss: 0.0311695 | Time: 3661.03 ms [2022-03-29 21:01:55 main:574] : INFO : Epoch 1973 | loss: 0.0311609 | val_loss: 0.031168 | Time: 3665.66 ms [2022-03-29 21:01:58 main:574] : INFO : Epoch 1974 | loss: 0.0311596 | val_loss: 0.031168 | Time: 3635.17 ms [2022-03-29 21:02:02 main:574] : INFO : Epoch 1975 | loss: 0.0311584 | val_loss: 0.0311677 | Time: 3640.06 ms [2022-03-29 21:02:06 main:574] : INFO : Epoch 1976 | loss: 0.0311582 | val_loss: 0.0311694 | Time: 3668.85 ms [2022-03-29 21:02:09 main:574] : INFO : Epoch 1977 | loss: 0.0311575 | val_loss: 0.0311687 | Time: 3661.52 ms [2022-03-29 21:02:13 main:574] : INFO : Epoch 1978 | loss: 0.0311575 | val_loss: 0.0311676 | Time: 3665.58 ms [2022-03-29 21:02:17 main:574] : INFO : Epoch 1979 | loss: 0.0311573 | val_loss: 0.0311687 | Time: 3666.92 ms [2022-03-29 21:02:20 main:574] : INFO : Epoch 1980 | loss: 0.0311574 | val_loss: 0.031169 | Time: 3669.43 ms [2022-03-29 21:02:24 main:574] : INFO : Epoch 1981 | loss: 0.0311584 | val_loss: 0.0311688 | Time: 3664.26 ms [2022-03-29 21:02:28 main:574] : INFO : Epoch 1982 | loss: 0.0311579 | val_loss: 0.0311723 | Time: 3644.15 ms [2022-03-29 21:02:31 main:574] : INFO : Epoch 1983 | loss: 0.0311598 | val_loss: 0.031169 | Time: 3674.26 ms [2022-03-29 21:02:35 main:574] : INFO : Epoch 1984 | loss: 0.0311632 | val_loss: 0.0311702 | Time: 3646.19 ms [2022-03-29 21:02:39 main:574] : INFO : Epoch 1985 | loss: 0.0311633 | val_loss: 0.031169 | Time: 3663.23 ms [2022-03-29 21:02:42 main:574] : INFO : Epoch 1986 | loss: 0.0311627 | val_loss: 0.0311685 | Time: 3622.09 ms [2022-03-29 21:02:46 main:574] : INFO : Epoch 1987 | loss: 0.0311618 | val_loss: 0.0311681 | Time: 3670.36 ms [2022-03-29 21:02:50 main:574] : INFO : Epoch 1988 | loss: 0.031161 | val_loss: 0.0311676 | Time: 3657.49 ms [2022-03-29 21:02:53 main:574] : INFO : Epoch 1989 | loss: 0.0311611 | val_loss: 0.0311759 | Time: 3663.69 ms [2022-03-29 21:02:57 main:574] : INFO : Epoch 1990 | loss: 0.0311658 | val_loss: 0.0311715 | Time: 3647.87 ms [2022-03-29 21:03:01 main:574] : INFO : Epoch 1991 | loss: 0.0311639 | val_loss: 0.0311709 | Time: 3648.92 ms [2022-03-29 21:03:04 main:574] : INFO : Epoch 1992 | loss: 0.0311612 | val_loss: 0.0311682 | Time: 3648.47 ms [2022-03-29 21:03:08 main:574] : INFO : Epoch 1993 | loss: 0.0311599 | val_loss: 0.031169 | Time: 3656.16 ms [2022-03-29 21:03:12 main:574] : INFO : Epoch 1994 | loss: 0.0311701 | val_loss: 0.0311773 | Time: 3655.13 ms [2022-03-29 21:03:15 main:574] : INFO : Epoch 1995 | loss: 0.0311745 | val_loss: 0.031174 | Time: 3672.98 ms [2022-03-29 21:03:19 main:574] : INFO : Epoch 1996 | loss: 0.0311725 | val_loss: 0.0311764 | Time: 3717.35 ms [2022-03-29 21:03:23 main:574] : INFO : Epoch 1997 | loss: 0.0311713 | val_loss: 0.0311719 | Time: 3668.65 ms [2022-03-29 21:03:26 main:574] : INFO : Epoch 1998 | loss: 0.0311694 | val_loss: 0.0311724 | Time: 3699.76 ms [2022-03-29 21:03:30 main:574] : INFO : Epoch 1999 | loss: 0.0311694 | val_loss: 0.031171 | Time: 3670.26 ms [2022-03-29 21:03:34 main:574] : INFO : Epoch 2000 | loss: 0.0311677 | val_loss: 0.0311749 | Time: 3635.66 ms [2022-03-29 21:03:37 main:574] : INFO : Epoch 2001 | loss: 0.0311681 | val_loss: 0.0311707 | Time: 3651.93 ms [2022-03-29 21:03:41 main:574] : INFO : Epoch 2002 | loss: 0.0311665 | val_loss: 0.0311707 | Time: 3667.67 ms [2022-03-29 21:03:45 main:574] : INFO : Epoch 2003 | loss: 0.0311667 | val_loss: 0.0311719 | Time: 3652.96 ms [2022-03-29 21:03:48 main:574] : INFO : Epoch 2004 | loss: 0.0311668 | val_loss: 0.0311708 | Time: 3629.98 ms [2022-03-29 21:03:52 main:574] : INFO : Epoch 2005 | loss: 0.031165 | val_loss: 0.0311699 | Time: 3671.64 ms [2022-03-29 21:03:56 main:574] : INFO : Epoch 2006 | loss: 0.0311649 | val_loss: 0.0311701 | Time: 3644.66 ms [2022-03-29 21:03:59 main:574] : INFO : Epoch 2007 | loss: 0.0311633 | val_loss: 0.0311707 | Time: 3667.12 ms [2022-03-29 21:04:03 main:574] : INFO : Epoch 2008 | loss: 0.0311631 | val_loss: 0.0311726 | Time: 3643.85 ms [2022-03-29 21:04:07 main:574] : INFO : Epoch 2009 | loss: 0.0311632 | val_loss: 0.0311685 | Time: 3664.61 ms [2022-03-29 21:04:10 main:574] : INFO : Epoch 2010 | loss: 0.0311637 | val_loss: 0.0311705 | Time: 3668.18 ms [2022-03-29 21:04:14 main:574] : INFO : Epoch 2011 | loss: 0.0311638 | val_loss: 0.03117 | Time: 3658.06 ms [2022-03-29 21:04:18 main:574] : INFO : Epoch 2012 | loss: 0.0311655 | val_loss: 0.03117 | Time: 3650.31 ms [2022-03-29 21:04:21 main:574] : INFO : Epoch 2013 | loss: 0.0311647 | val_loss: 0.0311689 | Time: 3667.99 ms [2022-03-29 21:04:25 main:574] : INFO : Epoch 2014 | loss: 0.0311631 | val_loss: 0.031169 | Time: 3658.21 ms [2022-03-29 21:04:29 main:574] : INFO : Epoch 2015 | loss: 0.0311625 | val_loss: 0.0311685 | Time: 3638.85 ms [2022-03-29 21:04:32 main:574] : INFO : Epoch 2016 | loss: 0.0311621 | val_loss: 0.0311681 | Time: 3665.95 ms [2022-03-29 21:04:36 main:574] : INFO : Epoch 2017 | loss: 0.0311617 | val_loss: 0.0311688 | Time: 3640.55 ms [2022-03-29 21:04:40 main:574] : INFO : Epoch 2018 | loss: 0.0311636 | val_loss: 0.0311744 | Time: 3617.53 ms [2022-03-29 21:04:43 main:574] : INFO : Epoch 2019 | loss: 0.0311621 | val_loss: 0.0311704 | Time: 3667.68 ms [2022-03-29 21:04:47 main:574] : INFO : Epoch 2020 | loss: 0.0311603 | val_loss: 0.031169 | Time: 3620.81 ms [2022-03-29 21:04:51 main:574] : INFO : Epoch 2021 | loss: 0.03116 | val_loss: 0.0311678 | Time: 3654.23 ms [2022-03-29 21:04:54 main:574] : INFO : Epoch 2022 | loss: 0.0311586 | val_loss: 0.0311689 | Time: 3657.05 ms [2022-03-29 21:04:58 main:574] : INFO : Epoch 2023 | loss: 0.0311589 | val_loss: 0.0311686 | Time: 3653.12 ms [2022-03-29 21:05:02 main:574] : INFO : Epoch 2024 | loss: 0.0311584 | val_loss: 0.0311692 | Time: 3667.95 ms [2022-03-29 21:05:05 main:574] : INFO : Epoch 2025 | loss: 0.0311592 | val_loss: 0.031169 | Time: 3643.73 ms [2022-03-29 21:05:09 main:574] : INFO : Epoch 2026 | loss: 0.0311608 | val_loss: 0.0311734 | Time: 3668.71 ms [2022-03-29 21:05:13 main:574] : INFO : Epoch 2027 | loss: 0.0311628 | val_loss: 0.0311699 | Time: 3665.02 ms [2022-03-29 21:05:16 main:574] : INFO : Epoch 2028 | loss: 0.031162 | val_loss: 0.0311674 | Time: 3664.44 ms [2022-03-29 21:05:20 main:574] : INFO : Epoch 2029 | loss: 0.031161 | val_loss: 0.0311698 | Time: 3674.49 ms [2022-03-29 21:05:24 main:574] : INFO : Epoch 2030 | loss: 0.0311611 | val_loss: 0.0311699 | Time: 3662.09 ms [2022-03-29 21:05:27 main:574] : INFO : Epoch 2031 | loss: 0.0311596 | val_loss: 0.0311687 | Time: 3638.78 ms [2022-03-29 21:05:31 main:574] : INFO : Epoch 2032 | loss: 0.0311586 | val_loss: 0.0311675 | Time: 3667.07 ms [2022-03-29 21:05:35 main:574] : INFO : Epoch 2033 | loss: 0.031159 | val_loss: 0.0311677 | Time: 3651.09 ms [2022-03-29 21:05:38 main:574] : INFO : Epoch 2034 | loss: 0.0311591 | val_loss: 0.0311672 | Time: 3652.86 ms [2022-03-29 21:05:42 main:574] : INFO : Epoch 2035 | loss: 0.0311604 | val_loss: 0.0311673 | Time: 3668.24 ms [2022-03-29 21:05:45 main:574] : INFO : Epoch 2036 | loss: 0.0311593 | val_loss: 0.0311669 | Time: 3644.55 ms [2022-03-29 21:05:49 main:574] : INFO : Epoch 2037 | loss: 0.0311591 | val_loss: 0.031167 | Time: 3633.93 ms [2022-03-29 21:05:53 main:574] : INFO : Epoch 2038 | loss: 0.03116 | val_loss: 0.0311681 | Time: 3671.68 ms [2022-03-29 21:05:56 main:574] : INFO : Epoch 2039 | loss: 0.0311608 | val_loss: 0.0311676 | Time: 3663.06 ms [2022-03-29 21:06:00 main:574] : INFO : Epoch 2040 | loss: 0.0311607 | val_loss: 0.0311675 | Time: 3660.37 ms [2022-03-29 21:06:04 main:574] : INFO : Epoch 2041 | loss: 0.03116 | val_loss: 0.0311683 | Time: 3663.48 ms [2022-03-29 21:06:08 main:574] : INFO : Epoch 2042 | loss: 0.0311632 | val_loss: 0.0311663 | Time: 3765.94 ms [2022-03-29 21:06:11 main:574] : INFO : Epoch 2043 | loss: 0.0311622 | val_loss: 0.0311719 | Time: 3657.94 ms [2022-03-29 21:06:15 main:574] : INFO : Epoch 2044 | loss: 0.0311626 | val_loss: 0.0311694 | Time: 3647.95 ms [2022-03-29 21:06:19 main:574] : INFO : Epoch 2045 | loss: 0.031162 | val_loss: 0.0311689 | Time: 3651.06 ms [2022-03-29 21:06:22 main:574] : INFO : Epoch 2046 | loss: 0.0311606 | val_loss: 0.0311683 | Time: 3663.99 ms [2022-03-29 21:06:26 main:574] : INFO : Epoch 2047 | loss: 0.0311586 | val_loss: 0.0311695 | Time: 3664.93 ms [2022-03-29 21:06:30 main:574] : INFO : Epoch 2048 | loss: 0.0311599 | val_loss: 0.0311689 | Time: 3645.01 ms [2022-03-29 21:06:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311689 [2022-03-29 21:06:30 main:603] : INFO : Saving end state to config to file [2022-03-29 21:06:30 main:608] : INFO : Success, exiting.. 21:06:30 (5236): 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)