Task 10973551
| Name | ParityModified-1639962295-25336-2-0_0 |
| Workunit | 8263226 |
| Created | 23 Jan 2022, 21:05:37 UTC |
| Sent | 9 Feb 2022, 17:57:09 UTC |
| Report deadline | 17 Feb 2022, 17:57:09 UTC |
| Received | 9 Feb 2022, 20:42:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11606 |
| Run time | 2 hours 45 min 27 sec |
| CPU time | 2 hours 44 min 49 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,339.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.79 GB |
| Peak swap size | 4.56 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311664 | val_loss: 0.0311683 | Time: 3856.95 ms [2022-02-09 21:10:34 main:574] : INFO : Epoch 1543 | loss: 0.0311658 | val_loss: 0.031168 | Time: 3859.12 ms [2022-02-09 21:10:38 main:574] : INFO : Epoch 1544 | loss: 0.0311658 | val_loss: 0.0311693 | Time: 3839.08 ms [2022-02-09 21:10:42 main:574] : INFO : Epoch 1545 | loss: 0.0311652 | val_loss: 0.0311686 | Time: 3875.26 ms [2022-02-09 21:10:46 main:574] : INFO : Epoch 1546 | loss: 0.0311649 | val_loss: 0.031169 | Time: 3845.15 ms [2022-02-09 21:10:50 main:574] : INFO : Epoch 1547 | loss: 0.0311636 | val_loss: 0.0311681 | Time: 3851.37 ms [2022-02-09 21:10:54 main:574] : INFO : Epoch 1548 | loss: 0.0311626 | val_loss: 0.0311679 | Time: 3878.02 ms [2022-02-09 21:10:58 main:574] : INFO : Epoch 1549 | loss: 0.0311621 | val_loss: 0.0311688 | Time: 3883.79 ms [2022-02-09 21:11:02 main:574] : INFO : Epoch 1550 | loss: 0.0311629 | val_loss: 0.031171 | Time: 3879.31 ms [2022-02-09 21:11:05 main:574] : INFO : Epoch 1551 | loss: 0.0311623 | val_loss: 0.0311674 | Time: 3891.58 ms [2022-02-09 21:11:09 main:574] : INFO : Epoch 1552 | loss: 0.0311622 | val_loss: 0.0311682 | Time: 3844.27 ms [2022-02-09 21:11:13 main:574] : INFO : Epoch 1553 | loss: 0.0311621 | val_loss: 0.0311658 | Time: 3878.45 ms [2022-02-09 21:11:17 main:574] : INFO : Epoch 1554 | loss: 0.0311618 | val_loss: 0.0311668 | Time: 3832.13 ms [2022-02-09 21:11:21 main:574] : INFO : Epoch 1555 | loss: 0.0311631 | val_loss: 0.0311687 | Time: 3859.35 ms [2022-02-09 21:11:25 main:574] : INFO : Epoch 1556 | loss: 0.0311619 | val_loss: 0.0311713 | Time: 3855.87 ms [2022-02-09 21:11:29 main:574] : INFO : Epoch 1557 | loss: 0.0311628 | val_loss: 0.0311784 | Time: 3859.82 ms [2022-02-09 21:11:32 main:574] : INFO : Epoch 1558 | loss: 0.0311631 | val_loss: 0.0311668 | Time: 3893.96 ms [2022-02-09 21:11:36 main:574] : INFO : Epoch 1559 | loss: 0.0311607 | val_loss: 0.0311622 | Time: 3809.55 ms [2022-02-09 21:11:40 main:574] : INFO : Epoch 1560 | loss: 0.0311587 | val_loss: 0.0311634 | Time: 3904.54 ms [2022-02-09 21:11:44 main:574] : INFO : Epoch 1561 | loss: 0.0311592 | val_loss: 0.0311627 | Time: 3842.13 ms [2022-02-09 21:11:48 main:574] : INFO : Epoch 1562 | loss: 0.0311627 | val_loss: 0.0311627 | Time: 3898.63 ms [2022-02-09 21:11:52 main:574] : INFO : Epoch 1563 | loss: 0.0311599 | val_loss: 0.0311641 | Time: 4453.86 ms [2022-02-09 21:11:56 main:574] : INFO : Epoch 1564 | loss: 0.0311593 | val_loss: 0.0311653 | Time: 3930 ms [2022-02-09 21:12:00 main:574] : INFO : Epoch 1565 | loss: 0.0311624 | val_loss: 0.0311641 | Time: 3850.3 ms [2022-02-09 21:12:04 main:574] : INFO : Epoch 1566 | loss: 0.0311628 | val_loss: 0.0311632 | Time: 3890.85 ms [2022-02-09 21:12:08 main:574] : INFO : Epoch 1567 | loss: 0.0311587 | val_loss: 0.0311617 | Time: 3841.38 ms [2022-02-09 21:12:12 main:574] : INFO : Epoch 1568 | loss: 0.0311577 | val_loss: 0.0311627 | Time: 3885.35 ms [2022-02-09 21:12:16 main:574] : INFO : Epoch 1569 | loss: 0.0311591 | val_loss: 0.0311659 | Time: 3840.85 ms [2022-02-09 21:12:20 main:574] : INFO : Epoch 1570 | loss: 0.031159 | val_loss: 0.0311653 | Time: 3864.76 ms [2022-02-09 21:12:23 main:574] : INFO : Epoch 1571 | loss: 0.0311656 | val_loss: 0.0311667 | Time: 3852.04 ms [2022-02-09 21:12:27 main:574] : INFO : Epoch 1572 | loss: 0.0311642 | val_loss: 0.0311639 | Time: 3857.55 ms [2022-02-09 21:12:31 main:574] : INFO : Epoch 1573 | loss: 0.0311615 | val_loss: 0.031166 | Time: 3842.17 ms [2022-02-09 21:12:35 main:574] : INFO : Epoch 1574 | loss: 0.0311606 | val_loss: 0.0311639 | Time: 3791.67 ms [2022-02-09 21:12:39 main:574] : INFO : Epoch 1575 | loss: 0.0311584 | val_loss: 0.0311653 | Time: 3871.02 ms [2022-02-09 21:12:43 main:574] : INFO : Epoch 1576 | loss: 0.0311617 | val_loss: 0.0311655 | Time: 3886.46 ms [2022-02-09 21:12:46 main:574] : INFO : Epoch 1577 | loss: 0.0311609 | val_loss: 0.0311643 | Time: 3866.95 ms [2022-02-09 21:12:50 main:574] : INFO : Epoch 1578 | loss: 0.0311596 | val_loss: 0.0311665 | Time: 3878.39 ms [2022-02-09 21:12:54 main:574] : INFO : Epoch 1579 | loss: 0.0311616 | val_loss: 0.031166 | Time: 3813.68 ms [2022-02-09 21:12:58 main:574] : INFO : Epoch 1580 | loss: 0.0311598 | val_loss: 0.0311621 | Time: 3813.59 ms [2022-02-09 21:13:02 main:574] : INFO : Epoch 1581 | loss: 0.0311593 | val_loss: 0.0311654 | Time: 3825.17 ms [2022-02-09 21:13:06 main:574] : INFO : Epoch 1582 | loss: 0.0311612 | val_loss: 0.0311633 | Time: 3871.02 ms [2022-02-09 21:13:10 main:574] : INFO : Epoch 1583 | loss: 0.0311619 | val_loss: 0.0311629 | Time: 3847.87 ms [2022-02-09 21:13:13 main:574] : INFO : Epoch 1584 | loss: 0.0311589 | val_loss: 0.0311615 | Time: 3833.03 ms [2022-02-09 21:13:17 main:574] : INFO : Epoch 1585 | loss: 0.0311582 | val_loss: 0.0311614 | Time: 3842.19 ms [2022-02-09 21:13:21 main:574] : INFO : Epoch 1586 | loss: 0.0311575 | val_loss: 0.0311638 | Time: 3858.94 ms [2022-02-09 21:13:25 main:574] : INFO : Epoch 1587 | loss: 0.031159 | val_loss: 0.0311616 | Time: 3788.09 ms [2022-02-09 21:13:29 main:574] : INFO : Epoch 1588 | loss: 0.0311586 | val_loss: 0.0311609 | Time: 3806 ms [2022-02-09 21:13:33 main:574] : INFO : Epoch 1589 | loss: 0.0311596 | val_loss: 0.0311606 | Time: 3867.89 ms [2022-02-09 21:13:36 main:574] : INFO : Epoch 1590 | loss: 0.0311587 | val_loss: 0.0311712 | Time: 3841.7 ms [2022-02-09 21:13:40 main:574] : INFO : Epoch 1591 | loss: 0.0311594 | val_loss: 0.0311631 | Time: 3843.82 ms [2022-02-09 21:13:44 main:574] : INFO : Epoch 1592 | loss: 0.0311582 | val_loss: 0.0311637 | Time: 3860.72 ms [2022-02-09 21:13:48 main:574] : INFO : Epoch 1593 | loss: 0.0311581 | val_loss: 0.0311625 | Time: 3826.06 ms [2022-02-09 21:13:52 main:574] : INFO : Epoch 1594 | loss: 0.0311582 | val_loss: 0.0311652 | Time: 3864.29 ms [2022-02-09 21:13:56 main:574] : INFO : Epoch 1595 | loss: 0.0311598 | val_loss: 0.031162 | Time: 3815.24 ms [2022-02-09 21:14:00 main:574] : INFO : Epoch 1596 | loss: 0.0311559 | val_loss: 0.0311619 | Time: 3886.19 ms [2022-02-09 21:14:03 main:574] : INFO : Epoch 1597 | loss: 0.0311555 | val_loss: 0.0311617 | Time: 3841.52 ms [2022-02-09 21:14:07 main:574] : INFO : Epoch 1598 | loss: 0.0311554 | val_loss: 0.0311607 | Time: 3827.48 ms [2022-02-09 21:14:11 main:574] : INFO : Epoch 1599 | loss: 0.031156 | val_loss: 0.0311656 | Time: 3807.59 ms [2022-02-09 21:14:15 main:574] : INFO : Epoch 1600 | loss: 0.0311563 | val_loss: 0.0311621 | Time: 3846.74 ms [2022-02-09 21:14:19 main:574] : INFO : Epoch 1601 | loss: 0.0311541 | val_loss: 0.0311611 | Time: 3817.32 ms [2022-02-09 21:14:23 main:574] : INFO : Epoch 1602 | loss: 0.0311534 | val_loss: 0.0311626 | Time: 3858.26 ms [2022-02-09 21:14:26 main:574] : INFO : Epoch 1603 | loss: 0.0311537 | val_loss: 0.0311613 | Time: 3868.96 ms [2022-02-09 21:14:30 main:574] : INFO : Epoch 1604 | loss: 0.0311526 | val_loss: 0.0311626 | Time: 3868.98 ms [2022-02-09 21:14:34 main:574] : INFO : Epoch 1605 | loss: 0.0311509 | val_loss: 0.0311629 | Time: 3867.18 ms [2022-02-09 21:14:38 main:574] : INFO : Epoch 1606 | loss: 0.0311509 | val_loss: 0.0311623 | Time: 3871.48 ms [2022-02-09 21:14:42 main:574] : INFO : Epoch 1607 | loss: 0.0311544 | val_loss: 0.0311665 | Time: 3782.05 ms [2022-02-09 21:14:46 main:574] : INFO : Epoch 1608 | loss: 0.0311546 | val_loss: 0.0311622 | Time: 3821.97 ms [2022-02-09 21:14:49 main:574] : INFO : Epoch 1609 | loss: 0.0311566 | val_loss: 0.031161 | Time: 3847.38 ms [2022-02-09 21:14:53 main:574] : INFO : Epoch 1610 | loss: 0.0311524 | val_loss: 0.0311637 | Time: 3872.02 ms [2022-02-09 21:14:58 main:574] : INFO : Epoch 1611 | loss: 0.0311504 | val_loss: 0.0311622 | Time: 4313.79 ms [2022-02-09 21:15:02 main:574] : INFO : Epoch 1612 | loss: 0.0311495 | val_loss: 0.0311605 | Time: 3918.75 ms [2022-02-09 21:15:05 main:574] : INFO : Epoch 1613 | loss: 0.0311488 | val_loss: 0.0311659 | Time: 3864.32 ms [2022-02-09 21:15:09 main:574] : INFO : Epoch 1614 | loss: 0.0311497 | val_loss: 0.0311619 | Time: 3859.05 ms [2022-02-09 21:15:13 main:574] : INFO : Epoch 1615 | loss: 0.0311486 | val_loss: 0.0311596 | Time: 3849.91 ms [2022-02-09 21:15:17 main:574] : INFO : Epoch 1616 | loss: 0.0311466 | val_loss: 0.031163 | Time: 3855.07 ms [2022-02-09 21:15:21 main:574] : INFO : Epoch 1617 | loss: 0.0311477 | val_loss: 0.0311613 | Time: 3862.28 ms [2022-02-09 21:15:25 main:574] : INFO : Epoch 1618 | loss: 0.0311531 | val_loss: 0.0311624 | Time: 3846.49 ms [2022-02-09 21:15:29 main:574] : INFO : Epoch 1619 | loss: 0.0311534 | val_loss: 0.0311615 | Time: 3877.61 ms [2022-02-09 21:15:32 main:574] : INFO : Epoch 1620 | loss: 0.0311522 | val_loss: 0.0311644 | Time: 3850.05 ms [2022-02-09 21:15:36 main:574] : INFO : Epoch 1621 | loss: 0.0311512 | val_loss: 0.0311617 | Time: 3883.47 ms [2022-02-09 21:15:40 main:574] : INFO : Epoch 1622 | loss: 0.0311506 | val_loss: 0.0311615 | Time: 3840.9 ms [2022-02-09 21:15:44 main:574] : INFO : Epoch 1623 | loss: 0.0311494 | val_loss: 0.0311612 | Time: 3824.72 ms [2022-02-09 21:15:48 main:574] : INFO : Epoch 1624 | loss: 0.0311511 | val_loss: 0.0311619 | Time: 3854.99 ms [2022-02-09 21:15:52 main:574] : INFO : Epoch 1625 | loss: 0.0311514 | val_loss: 0.0311652 | Time: 3851.06 ms [2022-02-09 21:15:56 main:574] : INFO : Epoch 1626 | loss: 0.0311504 | val_loss: 0.0311692 | Time: 3838.3 ms [2022-02-09 21:15:59 main:574] : INFO : Epoch 1627 | loss: 0.0311577 | val_loss: 0.0311727 | Time: 3863.44 ms [2022-02-09 21:16:03 main:574] : INFO : Epoch 1628 | loss: 0.0311534 | val_loss: 0.0311611 | Time: 3908.61 ms [2022-02-09 21:16:07 main:574] : INFO : Epoch 1629 | loss: 0.0311533 | val_loss: 0.031161 | Time: 3857.23 ms [2022-02-09 21:16:11 main:574] : INFO : Epoch 1630 | loss: 0.0311511 | val_loss: 0.0311584 | Time: 3883.5 ms [2022-02-09 21:16:15 main:574] : INFO : Epoch 1631 | loss: 0.0311505 | val_loss: 0.0311615 | Time: 3835.94 ms [2022-02-09 21:16:19 main:574] : INFO : Epoch 1632 | loss: 0.0311496 | val_loss: 0.0311576 | Time: 3822.58 ms [2022-02-09 21:16:23 main:574] : INFO : Epoch 1633 | loss: 0.0311497 | val_loss: 0.0311606 | Time: 3818.25 ms [2022-02-09 21:16:26 main:574] : INFO : Epoch 1634 | loss: 0.0311467 | val_loss: 0.0311584 | Time: 3834.79 ms [2022-02-09 21:16:30 main:574] : INFO : Epoch 1635 | loss: 0.0311471 | val_loss: 0.0311573 | Time: 3888.13 ms [2022-02-09 21:16:34 main:574] : INFO : Epoch 1636 | loss: 0.0311456 | val_loss: 0.0311565 | Time: 3850.19 ms [2022-02-09 21:16:38 main:574] : INFO : Epoch 1637 | loss: 0.0311453 | val_loss: 0.0311589 | Time: 3882.54 ms [2022-02-09 21:16:42 main:574] : INFO : Epoch 1638 | loss: 0.0311451 | val_loss: 0.0311566 | Time: 3902.83 ms [2022-02-09 21:16:46 main:574] : INFO : Epoch 1639 | loss: 0.0311433 | val_loss: 0.0311585 | Time: 3888.71 ms [2022-02-09 21:16:50 main:574] : INFO : Epoch 1640 | loss: 0.0311433 | val_loss: 0.031163 | Time: 3886.36 ms [2022-02-09 21:16:54 main:574] : INFO : Epoch 1641 | loss: 0.0311453 | val_loss: 0.0311579 | Time: 3828.34 ms [2022-02-09 21:16:57 main:574] : INFO : Epoch 1642 | loss: 0.0311423 | val_loss: 0.0311599 | Time: 3810.95 ms [2022-02-09 21:17:01 main:574] : INFO : Epoch 1643 | loss: 0.0311439 | val_loss: 0.0311654 | Time: 3849.94 ms [2022-02-09 21:17:05 main:574] : INFO : Epoch 1644 | loss: 0.0311467 | val_loss: 0.0311633 | Time: 3825.77 ms [2022-02-09 21:17:09 main:574] : INFO : Epoch 1645 | loss: 0.0311457 | val_loss: 0.0311618 | Time: 3815.3 ms [2022-02-09 21:17:13 main:574] : INFO : Epoch 1646 | loss: 0.0311424 | val_loss: 0.0311602 | Time: 3855.97 ms [2022-02-09 21:17:16 main:574] : INFO : Epoch 1647 | loss: 0.0311414 | val_loss: 0.0311607 | Time: 3755.53 ms [2022-02-09 21:17:20 main:574] : INFO : Epoch 1648 | loss: 0.0311423 | val_loss: 0.0311612 | Time: 3878.57 ms [2022-02-09 21:17:24 main:574] : INFO : Epoch 1649 | loss: 0.0311437 | val_loss: 0.0311581 | Time: 3844.87 ms [2022-02-09 21:17:28 main:574] : INFO : Epoch 1650 | loss: 0.0311441 | val_loss: 0.0311577 | Time: 3822.59 ms [2022-02-09 21:17:32 main:574] : INFO : Epoch 1651 | loss: 0.0311436 | val_loss: 0.0311589 | Time: 3820.48 ms [2022-02-09 21:17:36 main:574] : INFO : Epoch 1652 | loss: 0.0311422 | val_loss: 0.0311576 | Time: 3793.81 ms [2022-02-09 21:17:39 main:574] : INFO : Epoch 1653 | loss: 0.0311419 | val_loss: 0.0311603 | Time: 3845.36 ms [2022-02-09 21:17:43 main:574] : INFO : Epoch 1654 | loss: 0.0311484 | val_loss: 0.0311585 | Time: 3786.16 ms [2022-02-09 21:17:47 main:574] : INFO : Epoch 1655 | loss: 0.031147 | val_loss: 0.0311615 | Time: 3877.04 ms [2022-02-09 21:17:51 main:574] : INFO : Epoch 1656 | loss: 0.0311449 | val_loss: 0.03116 | Time: 3859.58 ms [2022-02-09 21:17:55 main:574] : INFO : Epoch 1657 | loss: 0.0311445 | val_loss: 0.0311618 | Time: 3858.64 ms [2022-02-09 21:17:59 main:574] : INFO : Epoch 1658 | loss: 0.0311439 | val_loss: 0.0311613 | Time: 3844.45 ms [2022-02-09 21:18:03 main:574] : INFO : Epoch 1659 | loss: 0.0311426 | val_loss: 0.0311663 | Time: 4311.45 ms [2022-02-09 21:18:07 main:574] : INFO : Epoch 1660 | loss: 0.0311506 | val_loss: 0.0311644 | Time: 3845.27 ms [2022-02-09 21:18:11 main:574] : INFO : Epoch 1661 | loss: 0.0311492 | val_loss: 0.0311654 | Time: 3786.89 ms [2022-02-09 21:18:14 main:574] : INFO : Epoch 1662 | loss: 0.0311494 | val_loss: 0.0311614 | Time: 3790.57 ms [2022-02-09 21:18:18 main:574] : INFO : Epoch 1663 | loss: 0.0311501 | val_loss: 0.031165 | Time: 3727.92 ms [2022-02-09 21:18:22 main:574] : INFO : Epoch 1664 | loss: 0.0311483 | val_loss: 0.0311613 | Time: 3761.06 ms [2022-02-09 21:18:26 main:574] : INFO : Epoch 1665 | loss: 0.0311471 | val_loss: 0.0311637 | Time: 3748.04 ms [2022-02-09 21:18:29 main:574] : INFO : Epoch 1666 | loss: 0.031145 | val_loss: 0.0311636 | Time: 3757.84 ms [2022-02-09 21:18:33 main:574] : INFO : Epoch 1667 | loss: 0.0311449 | val_loss: 0.031165 | Time: 3776.42 ms [2022-02-09 21:18:37 main:574] : INFO : Epoch 1668 | loss: 0.0311468 | val_loss: 0.0311622 | Time: 3765 ms [2022-02-09 21:18:41 main:574] : INFO : Epoch 1669 | loss: 0.0311449 | val_loss: 0.0311628 | Time: 3756.7 ms [2022-02-09 21:18:45 main:574] : INFO : Epoch 1670 | loss: 0.0311441 | val_loss: 0.0311624 | Time: 3776.73 ms [2022-02-09 21:18:48 main:574] : INFO : Epoch 1671 | loss: 0.0311441 | val_loss: 0.031162 | Time: 3710.31 ms [2022-02-09 21:18:52 main:574] : INFO : Epoch 1672 | loss: 0.0311434 | val_loss: 0.0311617 | Time: 3710.67 ms [2022-02-09 21:18:56 main:574] : INFO : Epoch 1673 | loss: 0.0311419 | val_loss: 0.0311613 | Time: 3850.9 ms [2022-02-09 21:19:00 main:574] : INFO : Epoch 1674 | loss: 0.0311423 | val_loss: 0.0311637 | Time: 3765.5 ms [2022-02-09 21:19:03 main:574] : INFO : Epoch 1675 | loss: 0.0311445 | val_loss: 0.0311628 | Time: 3786.06 ms [2022-02-09 21:19:07 main:574] : INFO : Epoch 1676 | loss: 0.0311448 | val_loss: 0.0311625 | Time: 3742.97 ms [2022-02-09 21:19:11 main:574] : INFO : Epoch 1677 | loss: 0.031146 | val_loss: 0.03116 | Time: 3720.4 ms [2022-02-09 21:19:15 main:574] : INFO : Epoch 1678 | loss: 0.0311452 | val_loss: 0.0311614 | Time: 3778.61 ms [2022-02-09 21:19:18 main:574] : INFO : Epoch 1679 | loss: 0.0311453 | val_loss: 0.0311587 | Time: 3733.86 ms [2022-02-09 21:19:22 main:574] : INFO : Epoch 1680 | loss: 0.0311427 | val_loss: 0.0311597 | Time: 3735.95 ms [2022-02-09 21:19:26 main:574] : INFO : Epoch 1681 | loss: 0.0311462 | val_loss: 0.0311634 | Time: 3742.66 ms [2022-02-09 21:19:30 main:574] : INFO : Epoch 1682 | loss: 0.0311466 | val_loss: 0.0311664 | Time: 3746.68 ms [2022-02-09 21:19:33 main:574] : INFO : Epoch 1683 | loss: 0.0311489 | val_loss: 0.0311625 | Time: 3767.87 ms [2022-02-09 21:19:37 main:574] : INFO : Epoch 1684 | loss: 0.0311491 | val_loss: 0.0311646 | Time: 3763.21 ms [2022-02-09 21:19:41 main:574] : INFO : Epoch 1685 | loss: 0.0311525 | val_loss: 0.0311742 | Time: 3656.5 ms [2022-02-09 21:19:44 main:574] : INFO : Epoch 1686 | loss: 0.0311515 | val_loss: 0.0311627 | Time: 3686.97 ms [2022-02-09 21:19:48 main:574] : INFO : Epoch 1687 | loss: 0.031147 | val_loss: 0.031162 | Time: 3690.89 ms [2022-02-09 21:19:52 main:574] : INFO : Epoch 1688 | loss: 0.0311455 | val_loss: 0.0311607 | Time: 3736.51 ms [2022-02-09 21:19:56 main:574] : INFO : Epoch 1689 | loss: 0.031148 | val_loss: 0.0311606 | Time: 3751.01 ms [2022-02-09 21:19:59 main:574] : INFO : Epoch 1690 | loss: 0.0311455 | val_loss: 0.0311597 | Time: 3740.58 ms [2022-02-09 21:20:03 main:574] : INFO : Epoch 1691 | loss: 0.0311439 | val_loss: 0.0311588 | Time: 3731.04 ms [2022-02-09 21:20:07 main:574] : INFO : Epoch 1692 | loss: 0.0311425 | val_loss: 0.0311582 | Time: 3702.73 ms [2022-02-09 21:20:11 main:574] : INFO : Epoch 1693 | loss: 0.0311427 | val_loss: 0.0311664 | Time: 3725.53 ms [2022-02-09 21:20:14 main:574] : INFO : Epoch 1694 | loss: 0.0311461 | val_loss: 0.031161 | Time: 3721.1 ms [2022-02-09 21:20:18 main:574] : INFO : Epoch 1695 | loss: 0.0311436 | val_loss: 0.0311591 | Time: 3788.63 ms [2022-02-09 21:20:22 main:574] : INFO : Epoch 1696 | loss: 0.0311424 | val_loss: 0.0311578 | Time: 3721.18 ms [2022-02-09 21:20:25 main:574] : INFO : Epoch 1697 | loss: 0.0311428 | val_loss: 0.0311628 | Time: 3703.43 ms [2022-02-09 21:20:29 main:574] : INFO : Epoch 1698 | loss: 0.0311442 | val_loss: 0.031162 | Time: 3769.73 ms [2022-02-09 21:20:33 main:574] : INFO : Epoch 1699 | loss: 0.0311461 | val_loss: 0.0311624 | Time: 3716.12 ms [2022-02-09 21:20:37 main:574] : INFO : Epoch 1700 | loss: 0.0311491 | val_loss: 0.0311613 | Time: 3741.08 ms [2022-02-09 21:20:40 main:574] : INFO : Epoch 1701 | loss: 0.0311432 | val_loss: 0.0311621 | Time: 3730.95 ms [2022-02-09 21:20:44 main:574] : INFO : Epoch 1702 | loss: 0.0311442 | val_loss: 0.0311658 | Time: 3817.73 ms [2022-02-09 21:20:48 main:574] : INFO : Epoch 1703 | loss: 0.0311448 | val_loss: 0.0311675 | Time: 3794.64 ms [2022-02-09 21:20:52 main:574] : INFO : Epoch 1704 | loss: 0.0311418 | val_loss: 0.0311591 | Time: 3732.57 ms [2022-02-09 21:20:55 main:574] : INFO : Epoch 1705 | loss: 0.0311383 | val_loss: 0.03116 | Time: 3708.69 ms [2022-02-09 21:20:59 main:574] : INFO : Epoch 1706 | loss: 0.0311387 | val_loss: 0.0311604 | Time: 3706.83 ms [2022-02-09 21:21:03 main:574] : INFO : Epoch 1707 | loss: 0.0311392 | val_loss: 0.0311562 | Time: 3751.07 ms [2022-02-09 21:21:07 main:574] : INFO : Epoch 1708 | loss: 0.03114 | val_loss: 0.0311594 | Time: 3779.55 ms [2022-02-09 21:21:11 main:574] : INFO : Epoch 1709 | loss: 0.031142 | val_loss: 0.0311645 | Time: 4095.19 ms [2022-02-09 21:21:15 main:574] : INFO : Epoch 1710 | loss: 0.0311459 | val_loss: 0.0311666 | Time: 3685.9 ms [2022-02-09 21:21:18 main:574] : INFO : Epoch 1711 | loss: 0.031145 | val_loss: 0.0311649 | Time: 3714.11 ms [2022-02-09 21:21:22 main:574] : INFO : Epoch 1712 | loss: 0.031144 | val_loss: 0.0311623 | Time: 3756.22 ms [2022-02-09 21:21:26 main:574] : INFO : Epoch 1713 | loss: 0.031144 | val_loss: 0.0311622 | Time: 3710.17 ms [2022-02-09 21:21:29 main:574] : INFO : Epoch 1714 | loss: 0.0311399 | val_loss: 0.0311593 | Time: 3724.59 ms [2022-02-09 21:21:33 main:574] : INFO : Epoch 1715 | loss: 0.0311398 | val_loss: 0.0311598 | Time: 3739.44 ms [2022-02-09 21:21:37 main:574] : INFO : Epoch 1716 | loss: 0.0311382 | val_loss: 0.0311601 | Time: 3710.37 ms [2022-02-09 21:21:41 main:574] : INFO : Epoch 1717 | loss: 0.0311394 | val_loss: 0.0311615 | Time: 3697.45 ms [2022-02-09 21:21:44 main:574] : INFO : Epoch 1718 | loss: 0.0311411 | val_loss: 0.0311604 | Time: 3791.13 ms [2022-02-09 21:21:48 main:574] : INFO : Epoch 1719 | loss: 0.0311421 | val_loss: 0.0311592 | Time: 3772.43 ms [2022-02-09 21:21:52 main:574] : INFO : Epoch 1720 | loss: 0.031143 | val_loss: 0.0311623 | Time: 3777.49 ms [2022-02-09 21:21:56 main:574] : INFO : Epoch 1721 | loss: 0.0311416 | val_loss: 0.0311587 | Time: 3699.33 ms [2022-02-09 21:21:59 main:574] : INFO : Epoch 1722 | loss: 0.0311474 | val_loss: 0.0311589 | Time: 3701.96 ms [2022-02-09 21:22:03 main:574] : INFO : Epoch 1723 | loss: 0.0311427 | val_loss: 0.0311577 | Time: 3717.85 ms [2022-02-09 21:22:07 main:574] : INFO : Epoch 1724 | loss: 0.0311404 | val_loss: 0.0311676 | Time: 3654.52 ms [2022-02-09 21:22:10 main:574] : INFO : Epoch 1725 | loss: 0.0311393 | val_loss: 0.0311611 | Time: 3681.71 ms [2022-02-09 21:22:14 main:574] : INFO : Epoch 1726 | loss: 0.0311392 | val_loss: 0.0311605 | Time: 3674.15 ms [2022-02-09 21:22:18 main:574] : INFO : Epoch 1727 | loss: 0.031139 | val_loss: 0.0311585 | Time: 3743.68 ms [2022-02-09 21:22:22 main:574] : INFO : Epoch 1728 | loss: 0.0311393 | val_loss: 0.0311616 | Time: 3704.71 ms [2022-02-09 21:22:25 main:574] : INFO : Epoch 1729 | loss: 0.0311402 | val_loss: 0.0311594 | Time: 3747.89 ms [2022-02-09 21:22:29 main:574] : INFO : Epoch 1730 | loss: 0.0311396 | val_loss: 0.0311588 | Time: 3722.19 ms [2022-02-09 21:22:33 main:574] : INFO : Epoch 1731 | loss: 0.031141 | val_loss: 0.0311612 | Time: 3700.54 ms [2022-02-09 21:22:36 main:574] : INFO : Epoch 1732 | loss: 0.0311482 | val_loss: 0.0311588 | Time: 3714.89 ms [2022-02-09 21:22:40 main:574] : INFO : Epoch 1733 | loss: 0.0311457 | val_loss: 0.0311683 | Time: 3693.42 ms [2022-02-09 21:22:44 main:574] : INFO : Epoch 1734 | loss: 0.0311486 | val_loss: 0.0311581 | Time: 3685.12 ms [2022-02-09 21:22:48 main:574] : INFO : Epoch 1735 | loss: 0.0311464 | val_loss: 0.0311598 | Time: 3703.41 ms [2022-02-09 21:22:51 main:574] : INFO : Epoch 1736 | loss: 0.0311439 | val_loss: 0.0311585 | Time: 3689.1 ms [2022-02-09 21:22:55 main:574] : INFO : Epoch 1737 | loss: 0.031147 | val_loss: 0.0311603 | Time: 3707.89 ms [2022-02-09 21:22:59 main:574] : INFO : Epoch 1738 | loss: 0.0311448 | val_loss: 0.0311606 | Time: 3672.75 ms [2022-02-09 21:23:02 main:574] : INFO : Epoch 1739 | loss: 0.0311445 | val_loss: 0.0311582 | Time: 3708.05 ms [2022-02-09 21:23:06 main:574] : INFO : Epoch 1740 | loss: 0.0311403 | val_loss: 0.031163 | Time: 3719.46 ms [2022-02-09 21:23:10 main:574] : INFO : Epoch 1741 | loss: 0.0311417 | val_loss: 0.0311563 | Time: 3700.14 ms [2022-02-09 21:23:13 main:574] : INFO : Epoch 1742 | loss: 0.0311407 | val_loss: 0.0311587 | Time: 3705.29 ms [2022-02-09 21:23:17 main:574] : INFO : Epoch 1743 | loss: 0.0311429 | val_loss: 0.0311663 | Time: 3699.17 ms [2022-02-09 21:23:21 main:574] : INFO : Epoch 1744 | loss: 0.031146 | val_loss: 0.0311575 | Time: 3686.99 ms [2022-02-09 21:23:24 main:574] : INFO : Epoch 1745 | loss: 0.0311422 | val_loss: 0.0311593 | Time: 3696.02 ms [2022-02-09 21:23:28 main:574] : INFO : Epoch 1746 | loss: 0.0311441 | val_loss: 0.0311553 | Time: 3679.3 ms [2022-02-09 21:23:32 main:574] : INFO : Epoch 1747 | loss: 0.0311464 | val_loss: 0.031157 | Time: 3700.77 ms [2022-02-09 21:23:36 main:574] : INFO : Epoch 1748 | loss: 0.0311426 | val_loss: 0.0311581 | Time: 3708.97 ms [2022-02-09 21:23:39 main:574] : INFO : Epoch 1749 | loss: 0.0311408 | val_loss: 0.031157 | Time: 3785.71 ms [2022-02-09 21:23:43 main:574] : INFO : Epoch 1750 | loss: 0.0311401 | val_loss: 0.0311599 | Time: 3765.56 ms [2022-02-09 21:23:47 main:574] : INFO : Epoch 1751 | loss: 0.0311404 | val_loss: 0.0311594 | Time: 3710.51 ms [2022-02-09 21:23:51 main:574] : INFO : Epoch 1752 | loss: 0.03114 | val_loss: 0.0311552 | Time: 3775.34 ms [2022-02-09 21:23:54 main:574] : INFO : Epoch 1753 | loss: 0.0311409 | val_loss: 0.0311585 | Time: 3813.76 ms [2022-02-09 21:23:58 main:574] : INFO : Epoch 1754 | loss: 0.0311368 | val_loss: 0.0311556 | Time: 3749.86 ms [2022-02-09 21:24:02 main:574] : INFO : Epoch 1755 | loss: 0.0311353 | val_loss: 0.0311576 | Time: 3769.64 ms [2022-02-09 21:24:06 main:574] : INFO : Epoch 1756 | loss: 0.031135 | val_loss: 0.0311585 | Time: 3799.82 ms [2022-02-09 21:24:10 main:574] : INFO : Epoch 1757 | loss: 0.0311378 | val_loss: 0.0311593 | Time: 3775.46 ms [2022-02-09 21:24:14 main:574] : INFO : Epoch 1758 | loss: 0.0311364 | val_loss: 0.0311634 | Time: 4065.44 ms [2022-02-09 21:24:17 main:574] : INFO : Epoch 1759 | loss: 0.0311399 | val_loss: 0.0311565 | Time: 3768.95 ms [2022-02-09 21:24:21 main:574] : INFO : Epoch 1760 | loss: 0.0311402 | val_loss: 0.0311582 | Time: 3784.13 ms [2022-02-09 21:24:25 main:574] : INFO : Epoch 1761 | loss: 0.0311376 | val_loss: 0.0311578 | Time: 3747.61 ms [2022-02-09 21:24:29 main:574] : INFO : Epoch 1762 | loss: 0.0311395 | val_loss: 0.0311562 | Time: 3807.27 ms [2022-02-09 21:24:32 main:574] : INFO : Epoch 1763 | loss: 0.03114 | val_loss: 0.0311604 | Time: 3756.34 ms [2022-02-09 21:24:36 main:574] : INFO : Epoch 1764 | loss: 0.0311403 | val_loss: 0.0311592 | Time: 3760.95 ms [2022-02-09 21:24:40 main:574] : INFO : Epoch 1765 | loss: 0.0311422 | val_loss: 0.0311595 | Time: 3738.24 ms [2022-02-09 21:24:44 main:574] : INFO : Epoch 1766 | loss: 0.0311398 | val_loss: 0.0311583 | Time: 3773.25 ms [2022-02-09 21:24:48 main:574] : INFO : Epoch 1767 | loss: 0.0311393 | val_loss: 0.0311551 | Time: 3740.32 ms [2022-02-09 21:24:51 main:574] : INFO : Epoch 1768 | loss: 0.0311359 | val_loss: 0.0311558 | Time: 3737.47 ms [2022-02-09 21:24:55 main:574] : INFO : Epoch 1769 | loss: 0.0311374 | val_loss: 0.0311599 | Time: 3744.48 ms [2022-02-09 21:24:59 main:574] : INFO : Epoch 1770 | loss: 0.0311413 | val_loss: 0.031158 | Time: 3785.91 ms [2022-02-09 21:25:03 main:574] : INFO : Epoch 1771 | loss: 0.0311399 | val_loss: 0.0311572 | Time: 3767.38 ms [2022-02-09 21:25:06 main:574] : INFO : Epoch 1772 | loss: 0.0311418 | val_loss: 0.0311672 | Time: 3759.5 ms [2022-02-09 21:25:10 main:574] : INFO : Epoch 1773 | loss: 0.0311428 | val_loss: 0.0311576 | Time: 3836.54 ms [2022-02-09 21:25:14 main:574] : INFO : Epoch 1774 | loss: 0.0311387 | val_loss: 0.0311573 | Time: 3792.62 ms [2022-02-09 21:25:18 main:574] : INFO : Epoch 1775 | loss: 0.0311373 | val_loss: 0.0311574 | Time: 3823.48 ms [2022-02-09 21:25:22 main:574] : INFO : Epoch 1776 | loss: 0.0311395 | val_loss: 0.0311596 | Time: 3779.52 ms [2022-02-09 21:25:25 main:574] : INFO : Epoch 1777 | loss: 0.0311429 | val_loss: 0.031156 | Time: 3801.82 ms [2022-02-09 21:25:29 main:574] : INFO : Epoch 1778 | loss: 0.0311383 | val_loss: 0.0311581 | Time: 3786.08 ms [2022-02-09 21:25:33 main:574] : INFO : Epoch 1779 | loss: 0.0311388 | val_loss: 0.0311559 | Time: 3781.32 ms [2022-02-09 21:25:37 main:574] : INFO : Epoch 1780 | loss: 0.0311378 | val_loss: 0.0311564 | Time: 3838.62 ms [2022-02-09 21:25:41 main:574] : INFO : Epoch 1781 | loss: 0.0311365 | val_loss: 0.031158 | Time: 3829.36 ms [2022-02-09 21:25:44 main:574] : INFO : Epoch 1782 | loss: 0.0311392 | val_loss: 0.0311636 | Time: 3747.8 ms [2022-02-09 21:25:48 main:574] : INFO : Epoch 1783 | loss: 0.0311404 | val_loss: 0.0311568 | Time: 3742.69 ms [2022-02-09 21:25:52 main:574] : INFO : Epoch 1784 | loss: 0.0311374 | val_loss: 0.0311551 | Time: 3730.77 ms [2022-02-09 21:25:56 main:574] : INFO : Epoch 1785 | loss: 0.0311392 | val_loss: 0.031163 | Time: 3751.78 ms [2022-02-09 21:25:59 main:574] : INFO : Epoch 1786 | loss: 0.0311484 | val_loss: 0.0311589 | Time: 3733.74 ms [2022-02-09 21:26:03 main:574] : INFO : Epoch 1787 | loss: 0.0311465 | val_loss: 0.0311576 | Time: 3700.77 ms [2022-02-09 21:26:07 main:574] : INFO : Epoch 1788 | loss: 0.031141 | val_loss: 0.0311597 | Time: 3702.34 ms [2022-02-09 21:26:10 main:574] : INFO : Epoch 1789 | loss: 0.0311402 | val_loss: 0.0311636 | Time: 3511.86 ms [2022-02-09 21:26:14 main:574] : INFO : Epoch 1790 | loss: 0.0311393 | val_loss: 0.0311592 | Time: 3711.61 ms [2022-02-09 21:26:18 main:574] : INFO : Epoch 1791 | loss: 0.0311384 | val_loss: 0.0311573 | Time: 3709.17 ms [2022-02-09 21:26:21 main:574] : INFO : Epoch 1792 | loss: 0.0311373 | val_loss: 0.0311608 | Time: 3732.31 ms [2022-02-09 21:26:25 main:574] : INFO : Epoch 1793 | loss: 0.031138 | val_loss: 0.0311569 | Time: 3754.59 ms [2022-02-09 21:26:29 main:574] : INFO : Epoch 1794 | loss: 0.0311418 | val_loss: 0.0311694 | Time: 3771.23 ms [2022-02-09 21:26:33 main:574] : INFO : Epoch 1795 | loss: 0.0311461 | val_loss: 0.0311631 | Time: 3750.84 ms [2022-02-09 21:26:36 main:574] : INFO : Epoch 1796 | loss: 0.0311427 | val_loss: 0.0311608 | Time: 3703.84 ms [2022-02-09 21:26:40 main:574] : INFO : Epoch 1797 | loss: 0.0311402 | val_loss: 0.0311634 | Time: 3731.76 ms [2022-02-09 21:26:44 main:574] : INFO : Epoch 1798 | loss: 0.0311396 | val_loss: 0.0311604 | Time: 3731.41 ms [2022-02-09 21:26:48 main:574] : INFO : Epoch 1799 | loss: 0.0311403 | val_loss: 0.0311592 | Time: 3682.44 ms [2022-02-09 21:26:51 main:574] : INFO : Epoch 1800 | loss: 0.0311386 | val_loss: 0.0311607 | Time: 3675.88 ms [2022-02-09 21:26:55 main:574] : INFO : Epoch 1801 | loss: 0.0311399 | val_loss: 0.0311565 | Time: 3708.74 ms [2022-02-09 21:26:59 main:574] : INFO : Epoch 1802 | loss: 0.0311365 | val_loss: 0.0311611 | Time: 3717.12 ms [2022-02-09 21:27:02 main:574] : INFO : Epoch 1803 | loss: 0.0311406 | val_loss: 0.0311704 | Time: 3754.62 ms [2022-02-09 21:27:06 main:574] : INFO : Epoch 1804 | loss: 0.0311496 | val_loss: 0.031162 | Time: 3682.56 ms [2022-02-09 21:27:10 main:574] : INFO : Epoch 1805 | loss: 0.0311489 | val_loss: 0.0311673 | Time: 3711.37 ms [2022-02-09 21:27:14 main:574] : INFO : Epoch 1806 | loss: 0.0311384 | val_loss: 0.0311591 | Time: 3763.51 ms [2022-02-09 21:27:17 main:574] : INFO : Epoch 1807 | loss: 0.0311396 | val_loss: 0.0311549 | Time: 3779.16 ms [2022-02-09 21:27:21 main:574] : INFO : Epoch 1808 | loss: 0.0311425 | val_loss: 0.0311567 | Time: 4172.28 ms [2022-02-09 21:27:25 main:574] : INFO : Epoch 1809 | loss: 0.0311361 | val_loss: 0.0311561 | Time: 3646.48 ms [2022-02-09 21:27:29 main:574] : INFO : Epoch 1810 | loss: 0.0311378 | val_loss: 0.031155 | Time: 3716.08 ms [2022-02-09 21:27:33 main:574] : INFO : Epoch 1811 | loss: 0.031136 | val_loss: 0.0311555 | Time: 3724.28 ms [2022-02-09 21:27:36 main:574] : INFO : Epoch 1812 | loss: 0.0311354 | val_loss: 0.031157 | Time: 3682.26 ms [2022-02-09 21:27:40 main:574] : INFO : Epoch 1813 | loss: 0.0311354 | val_loss: 0.0311583 | Time: 3757.6 ms [2022-02-09 21:27:44 main:574] : INFO : Epoch 1814 | loss: 0.0311384 | val_loss: 0.0311577 | Time: 3732.13 ms [2022-02-09 21:27:48 main:574] : INFO : Epoch 1815 | loss: 0.0311381 | val_loss: 0.0311552 | Time: 3754.49 ms [2022-02-09 21:27:51 main:574] : INFO : Epoch 1816 | loss: 0.031137 | val_loss: 0.0311539 | Time: 3742.07 ms [2022-02-09 21:27:55 main:574] : INFO : Epoch 1817 | loss: 0.0311399 | val_loss: 0.0311575 | Time: 3688.84 ms [2022-02-09 21:27:59 main:574] : INFO : Epoch 1818 | loss: 0.0311389 | val_loss: 0.0311584 | Time: 3746.29 ms [2022-02-09 21:28:02 main:574] : INFO : Epoch 1819 | loss: 0.0311384 | val_loss: 0.0311575 | Time: 3729.5 ms [2022-02-09 21:28:06 main:574] : INFO : Epoch 1820 | loss: 0.031139 | val_loss: 0.0311596 | Time: 3701.84 ms [2022-02-09 21:28:10 main:574] : INFO : Epoch 1821 | loss: 0.0311367 | val_loss: 0.0311587 | Time: 3698.84 ms [2022-02-09 21:28:14 main:574] : INFO : Epoch 1822 | loss: 0.0311335 | val_loss: 0.0311588 | Time: 3756.78 ms [2022-02-09 21:28:17 main:574] : INFO : Epoch 1823 | loss: 0.0311334 | val_loss: 0.0311573 | Time: 3721.94 ms [2022-02-09 21:28:21 main:574] : INFO : Epoch 1824 | loss: 0.0311348 | val_loss: 0.031159 | Time: 3666.27 ms [2022-02-09 21:28:25 main:574] : INFO : Epoch 1825 | loss: 0.031135 | val_loss: 0.0311559 | Time: 3727.93 ms [2022-02-09 21:28:28 main:574] : INFO : Epoch 1826 | loss: 0.0311346 | val_loss: 0.0311595 | Time: 3697.6 ms [2022-02-09 21:28:32 main:574] : INFO : Epoch 1827 | loss: 0.0311369 | val_loss: 0.0311664 | Time: 3721.62 ms [2022-02-09 21:28:36 main:574] : INFO : Epoch 1828 | loss: 0.0311406 | val_loss: 0.0311573 | Time: 3751.24 ms [2022-02-09 21:28:40 main:574] : INFO : Epoch 1829 | loss: 0.0311403 | val_loss: 0.0311568 | Time: 3718.08 ms [2022-02-09 21:28:43 main:574] : INFO : Epoch 1830 | loss: 0.031135 | val_loss: 0.0311584 | Time: 3708.25 ms [2022-02-09 21:28:47 main:574] : INFO : Epoch 1831 | loss: 0.0311388 | val_loss: 0.031166 | Time: 3775.73 ms [2022-02-09 21:28:51 main:574] : INFO : Epoch 1832 | loss: 0.0311428 | val_loss: 0.031171 | Time: 3752.13 ms [2022-02-09 21:28:55 main:574] : INFO : Epoch 1833 | loss: 0.0311414 | val_loss: 0.0311527 | Time: 3768.13 ms [2022-02-09 21:28:58 main:574] : INFO : Epoch 1834 | loss: 0.031137 | val_loss: 0.0311531 | Time: 3717.3 ms [2022-02-09 21:29:02 main:574] : INFO : Epoch 1835 | loss: 0.0311361 | val_loss: 0.0311598 | Time: 3698.54 ms [2022-02-09 21:29:06 main:574] : INFO : Epoch 1836 | loss: 0.0311345 | val_loss: 0.0311594 | Time: 3729.64 ms [2022-02-09 21:29:10 main:574] : INFO : Epoch 1837 | loss: 0.0311332 | val_loss: 0.0311637 | Time: 3750.12 ms [2022-02-09 21:29:13 main:574] : INFO : Epoch 1838 | loss: 0.0311349 | val_loss: 0.0311571 | Time: 3726.71 ms [2022-02-09 21:29:17 main:574] : INFO : Epoch 1839 | loss: 0.0311354 | val_loss: 0.0311586 | Time: 3758.6 ms [2022-02-09 21:29:21 main:574] : INFO : Epoch 1840 | loss: 0.031143 | val_loss: 0.0311588 | Time: 3760.65 ms [2022-02-09 21:29:25 main:574] : INFO : Epoch 1841 | loss: 0.0311383 | val_loss: 0.0311555 | Time: 3783.49 ms [2022-02-09 21:29:28 main:574] : INFO : Epoch 1842 | loss: 0.0311328 | val_loss: 0.0311602 | Time: 3748.08 ms [2022-02-09 21:29:32 main:574] : INFO : Epoch 1843 | loss: 0.031132 | val_loss: 0.0311583 | Time: 3720.61 ms [2022-02-09 21:29:36 main:574] : INFO : Epoch 1844 | loss: 0.031137 | val_loss: 0.031156 | Time: 3705.32 ms [2022-02-09 21:29:39 main:574] : INFO : Epoch 1845 | loss: 0.0311407 | val_loss: 0.0311608 | Time: 3741.25 ms [2022-02-09 21:29:43 main:574] : INFO : Epoch 1846 | loss: 0.0311414 | val_loss: 0.0311581 | Time: 3813.01 ms [2022-02-09 21:29:47 main:574] : INFO : Epoch 1847 | loss: 0.0311377 | val_loss: 0.0311578 | Time: 3711.12 ms [2022-02-09 21:29:51 main:574] : INFO : Epoch 1848 | loss: 0.0311395 | val_loss: 0.0311561 | Time: 3722.83 ms [2022-02-09 21:29:54 main:574] : INFO : Epoch 1849 | loss: 0.0311348 | val_loss: 0.0311548 | Time: 3677.31 ms [2022-02-09 21:29:58 main:574] : INFO : Epoch 1850 | loss: 0.0311338 | val_loss: 0.0311654 | Time: 3673.72 ms [2022-02-09 21:30:02 main:574] : INFO : Epoch 1851 | loss: 0.0311335 | val_loss: 0.0311583 | Time: 3744.36 ms [2022-02-09 21:30:06 main:574] : INFO : Epoch 1852 | loss: 0.0311336 | val_loss: 0.0311559 | Time: 3727.08 ms [2022-02-09 21:30:09 main:574] : INFO : Epoch 1853 | loss: 0.0311353 | val_loss: 0.0311561 | Time: 3776.86 ms [2022-02-09 21:30:13 main:574] : INFO : Epoch 1854 | loss: 0.031134 | val_loss: 0.0311554 | Time: 3739.07 ms [2022-02-09 21:30:17 main:574] : INFO : Epoch 1855 | loss: 0.0311344 | val_loss: 0.031157 | Time: 3744.7 ms [2022-02-09 21:30:20 main:574] : INFO : Epoch 1856 | loss: 0.0311361 | val_loss: 0.0311708 | Time: 3656.57 ms [2022-02-09 21:30:25 main:574] : INFO : Epoch 1857 | loss: 0.0311352 | val_loss: 0.0311579 | Time: 4154.65 ms [2022-02-09 21:30:28 main:574] : INFO : Epoch 1858 | loss: 0.0311343 | val_loss: 0.0311654 | Time: 3770.53 ms [2022-02-09 21:30:32 main:574] : INFO : Epoch 1859 | loss: 0.0311353 | val_loss: 0.0311524 | Time: 3701.85 ms [2022-02-09 21:30:36 main:574] : INFO : Epoch 1860 | loss: 0.0311356 | val_loss: 0.031162 | Time: 3755.94 ms [2022-02-09 21:30:40 main:574] : INFO : Epoch 1861 | loss: 0.0311343 | val_loss: 0.0311577 | Time: 3781.82 ms [2022-02-09 21:30:43 main:574] : INFO : Epoch 1862 | loss: 0.031134 | val_loss: 0.0311551 | Time: 3803.66 ms [2022-02-09 21:30:47 main:574] : INFO : Epoch 1863 | loss: 0.0311393 | val_loss: 0.0311733 | Time: 3835.54 ms [2022-02-09 21:30:51 main:574] : INFO : Epoch 1864 | loss: 0.0311387 | val_loss: 0.0311626 | Time: 3807.64 ms [2022-02-09 21:30:55 main:574] : INFO : Epoch 1865 | loss: 0.031134 | val_loss: 0.0311607 | Time: 3839.32 ms [2022-02-09 21:30:59 main:574] : INFO : Epoch 1866 | loss: 0.0311352 | val_loss: 0.0311591 | Time: 3865.31 ms [2022-02-09 21:31:03 main:574] : INFO : Epoch 1867 | loss: 0.0311374 | val_loss: 0.031159 | Time: 3860.37 ms [2022-02-09 21:31:07 main:574] : INFO : Epoch 1868 | loss: 0.0311336 | val_loss: 0.0311584 | Time: 3847.77 ms [2022-02-09 21:31:10 main:574] : INFO : Epoch 1869 | loss: 0.0311337 | val_loss: 0.0311581 | Time: 3820.45 ms [2022-02-09 21:31:14 main:574] : INFO : Epoch 1870 | loss: 0.0311322 | val_loss: 0.0311564 | Time: 3832.16 ms [2022-02-09 21:31:18 main:574] : INFO : Epoch 1871 | loss: 0.0311383 | val_loss: 0.0311566 | Time: 3826.52 ms [2022-02-09 21:31:22 main:574] : INFO : Epoch 1872 | loss: 0.0311351 | val_loss: 0.0311581 | Time: 3850.02 ms [2022-02-09 21:31:26 main:574] : INFO : Epoch 1873 | loss: 0.0311428 | val_loss: 0.0311552 | Time: 3890.73 ms [2022-02-09 21:31:30 main:574] : INFO : Epoch 1874 | loss: 0.0311411 | val_loss: 0.0311559 | Time: 3857.99 ms [2022-02-09 21:31:34 main:574] : INFO : Epoch 1875 | loss: 0.0311432 | val_loss: 0.03116 | Time: 3902.55 ms [2022-02-09 21:31:37 main:574] : INFO : Epoch 1876 | loss: 0.0311387 | val_loss: 0.0311655 | Time: 3830.18 ms [2022-02-09 21:31:41 main:574] : INFO : Epoch 1877 | loss: 0.0311366 | val_loss: 0.0311607 | Time: 3861.91 ms [2022-02-09 21:31:45 main:574] : INFO : Epoch 1878 | loss: 0.031136 | val_loss: 0.0311564 | Time: 3824.81 ms [2022-02-09 21:31:49 main:574] : INFO : Epoch 1879 | loss: 0.0311363 | val_loss: 0.0311547 | Time: 3822.95 ms [2022-02-09 21:31:53 main:574] : INFO : Epoch 1880 | loss: 0.0311419 | val_loss: 0.0311535 | Time: 3837.52 ms [2022-02-09 21:31:57 main:574] : INFO : Epoch 1881 | loss: 0.0311477 | val_loss: 0.0311611 | Time: 3838.42 ms [2022-02-09 21:32:00 main:574] : INFO : Epoch 1882 | loss: 0.0311467 | val_loss: 0.0311567 | Time: 3871.65 ms [2022-02-09 21:32:04 main:574] : INFO : Epoch 1883 | loss: 0.0311425 | val_loss: 0.0311587 | Time: 3880.7 ms [2022-02-09 21:32:08 main:574] : INFO : Epoch 1884 | loss: 0.0311402 | val_loss: 0.0311609 | Time: 3822.52 ms [2022-02-09 21:32:12 main:574] : INFO : Epoch 1885 | loss: 0.0311431 | val_loss: 0.0311571 | Time: 3852.7 ms [2022-02-09 21:32:16 main:574] : INFO : Epoch 1886 | loss: 0.0311485 | val_loss: 0.0311639 | Time: 3801.88 ms [2022-02-09 21:32:20 main:574] : INFO : Epoch 1887 | loss: 0.0311523 | val_loss: 0.0311711 | Time: 3833.71 ms [2022-02-09 21:32:23 main:574] : INFO : Epoch 1888 | loss: 0.0311479 | val_loss: 0.0311605 | Time: 3785.85 ms [2022-02-09 21:32:27 main:574] : INFO : Epoch 1889 | loss: 0.0311488 | val_loss: 0.0311619 | Time: 3850.82 ms [2022-02-09 21:32:31 main:574] : INFO : Epoch 1890 | loss: 0.0311496 | val_loss: 0.031164 | Time: 3846.23 ms [2022-02-09 21:32:35 main:574] : INFO : Epoch 1891 | loss: 0.0311464 | val_loss: 0.0311607 | Time: 3837.09 ms [2022-02-09 21:32:39 main:574] : INFO : Epoch 1892 | loss: 0.0311457 | val_loss: 0.031162 | Time: 3878.84 ms [2022-02-09 21:32:43 main:574] : INFO : Epoch 1893 | loss: 0.0311417 | val_loss: 0.0311565 | Time: 3862.37 ms [2022-02-09 21:32:47 main:574] : INFO : Epoch 1894 | loss: 0.0311404 | val_loss: 0.0311561 | Time: 3853.49 ms [2022-02-09 21:32:50 main:574] : INFO : Epoch 1895 | loss: 0.0311404 | val_loss: 0.0311586 | Time: 3895.28 ms [2022-02-09 21:32:54 main:574] : INFO : Epoch 1896 | loss: 0.0311376 | val_loss: 0.0311619 | Time: 3873.74 ms [2022-02-09 21:32:58 main:574] : INFO : Epoch 1897 | loss: 0.0311402 | val_loss: 0.0311588 | Time: 3867.17 ms [2022-02-09 21:33:02 main:574] : INFO : Epoch 1898 | loss: 0.0311376 | val_loss: 0.0311599 | Time: 3817.16 ms [2022-02-09 21:33:06 main:574] : INFO : Epoch 1899 | loss: 0.0311382 | val_loss: 0.0311593 | Time: 3861.53 ms [2022-02-09 21:33:10 main:574] : INFO : Epoch 1900 | loss: 0.0311418 | val_loss: 0.0311603 | Time: 3900.94 ms [2022-02-09 21:33:14 main:574] : INFO : Epoch 1901 | loss: 0.0311394 | val_loss: 0.0311646 | Time: 3884.75 ms [2022-02-09 21:33:18 main:574] : INFO : Epoch 1902 | loss: 0.0311403 | val_loss: 0.0311603 | Time: 3877.66 ms [2022-02-09 21:33:21 main:574] : INFO : Epoch 1903 | loss: 0.0311416 | val_loss: 0.0311555 | Time: 3904.84 ms [2022-02-09 21:33:25 main:574] : INFO : Epoch 1904 | loss: 0.0311436 | val_loss: 0.0311728 | Time: 3788.24 ms [2022-02-09 21:33:29 main:574] : INFO : Epoch 1905 | loss: 0.0311435 | val_loss: 0.0311572 | Time: 3767.87 ms [2022-02-09 21:33:33 main:574] : INFO : Epoch 1906 | loss: 0.0311368 | val_loss: 0.0311568 | Time: 4309.54 ms [2022-02-09 21:33:37 main:574] : INFO : Epoch 1907 | loss: 0.0311371 | val_loss: 0.031155 | Time: 3817.54 ms [2022-02-09 21:33:41 main:574] : INFO : Epoch 1908 | loss: 0.0311428 | val_loss: 0.0311587 | Time: 3839.21 ms [2022-02-09 21:33:45 main:574] : INFO : Epoch 1909 | loss: 0.0311443 | val_loss: 0.0311694 | Time: 3823 ms [2022-02-09 21:33:49 main:574] : INFO : Epoch 1910 | loss: 0.0311482 | val_loss: 0.0311631 | Time: 3841.15 ms [2022-02-09 21:33:52 main:574] : INFO : Epoch 1911 | loss: 0.0311394 | val_loss: 0.0311567 | Time: 3823.69 ms [2022-02-09 21:33:56 main:574] : INFO : Epoch 1912 | loss: 0.0311376 | val_loss: 0.0311563 | Time: 3809.89 ms [2022-02-09 21:34:00 main:574] : INFO : Epoch 1913 | loss: 0.0311405 | val_loss: 0.0311594 | Time: 3825.49 ms [2022-02-09 21:34:04 main:574] : INFO : Epoch 1914 | loss: 0.0311369 | val_loss: 0.0311556 | Time: 3863.13 ms [2022-02-09 21:34:08 main:574] : INFO : Epoch 1915 | loss: 0.0311381 | val_loss: 0.0311567 | Time: 3817.94 ms [2022-02-09 21:34:12 main:574] : INFO : Epoch 1916 | loss: 0.0311343 | val_loss: 0.0311556 | Time: 3805.6 ms [2022-02-09 21:34:15 main:574] : INFO : Epoch 1917 | loss: 0.031136 | val_loss: 0.0311576 | Time: 3858.22 ms [2022-02-09 21:34:19 main:574] : INFO : Epoch 1918 | loss: 0.0311373 | val_loss: 0.0311564 | Time: 3800.09 ms [2022-02-09 21:34:23 main:574] : INFO : Epoch 1919 | loss: 0.0311408 | val_loss: 0.031158 | Time: 3791.59 ms [2022-02-09 21:34:27 main:574] : INFO : Epoch 1920 | loss: 0.0311416 | val_loss: 0.0311605 | Time: 3861.27 ms [2022-02-09 21:34:31 main:574] : INFO : Epoch 1921 | loss: 0.0311402 | val_loss: 0.0311567 | Time: 3822.32 ms [2022-02-09 21:34:35 main:574] : INFO : Epoch 1922 | loss: 0.0311421 | val_loss: 0.0311574 | Time: 3837.85 ms [2022-02-09 21:34:38 main:574] : INFO : Epoch 1923 | loss: 0.03114 | val_loss: 0.0311565 | Time: 3812.98 ms [2022-02-09 21:34:42 main:574] : INFO : Epoch 1924 | loss: 0.0311382 | val_loss: 0.031158 | Time: 3824.21 ms [2022-02-09 21:34:46 main:574] : INFO : Epoch 1925 | loss: 0.0311414 | val_loss: 0.0311595 | Time: 3807.82 ms [2022-02-09 21:34:50 main:574] : INFO : Epoch 1926 | loss: 0.0311386 | val_loss: 0.0311587 | Time: 3792.54 ms [2022-02-09 21:34:54 main:574] : INFO : Epoch 1927 | loss: 0.0311368 | val_loss: 0.0311544 | Time: 3827.22 ms [2022-02-09 21:34:57 main:574] : INFO : Epoch 1928 | loss: 0.031135 | val_loss: 0.0311555 | Time: 3836.34 ms [2022-02-09 21:35:01 main:574] : INFO : Epoch 1929 | loss: 0.031135 | val_loss: 0.0311523 | Time: 3841.55 ms [2022-02-09 21:35:05 main:574] : INFO : Epoch 1930 | loss: 0.0311345 | val_loss: 0.031153 | Time: 3839.22 ms [2022-02-09 21:35:09 main:574] : INFO : Epoch 1931 | loss: 0.0311364 | val_loss: 0.0311553 | Time: 3836.61 ms [2022-02-09 21:35:13 main:574] : INFO : Epoch 1932 | loss: 0.0311356 | val_loss: 0.0311544 | Time: 3836.54 ms [2022-02-09 21:35:17 main:574] : INFO : Epoch 1933 | loss: 0.0311329 | val_loss: 0.0311612 | Time: 3831.7 ms [2022-02-09 21:35:20 main:574] : INFO : Epoch 1934 | loss: 0.0311358 | val_loss: 0.0311582 | Time: 3775.53 ms [2022-02-09 21:35:24 main:574] : INFO : Epoch 1935 | loss: 0.0311375 | val_loss: 0.0311574 | Time: 3845.26 ms [2022-02-09 21:35:28 main:574] : INFO : Epoch 1936 | loss: 0.0311439 | val_loss: 0.0311623 | Time: 3830.55 ms [2022-02-09 21:35:32 main:574] : INFO : Epoch 1937 | loss: 0.0311439 | val_loss: 0.0311563 | Time: 3813.3 ms [2022-02-09 21:35:36 main:574] : INFO : Epoch 1938 | loss: 0.0311417 | val_loss: 0.0311623 | Time: 3819.29 ms [2022-02-09 21:35:40 main:574] : INFO : Epoch 1939 | loss: 0.0311419 | val_loss: 0.0311553 | Time: 3794.26 ms [2022-02-09 21:35:43 main:574] : INFO : Epoch 1940 | loss: 0.0311394 | val_loss: 0.0311585 | Time: 3826.27 ms [2022-02-09 21:35:47 main:574] : INFO : Epoch 1941 | loss: 0.0311416 | val_loss: 0.0311636 | Time: 3803.86 ms [2022-02-09 21:35:51 main:574] : INFO : Epoch 1942 | loss: 0.0311414 | val_loss: 0.0311619 | Time: 3795.01 ms [2022-02-09 21:35:55 main:574] : INFO : Epoch 1943 | loss: 0.0311395 | val_loss: 0.0311576 | Time: 3857.92 ms [2022-02-09 21:35:59 main:574] : INFO : Epoch 1944 | loss: 0.0311372 | val_loss: 0.031156 | Time: 3848.68 ms [2022-02-09 21:36:03 main:574] : INFO : Epoch 1945 | loss: 0.0311351 | val_loss: 0.0311563 | Time: 3844.62 ms [2022-02-09 21:36:06 main:574] : INFO : Epoch 1946 | loss: 0.0311368 | val_loss: 0.0311566 | Time: 3882.78 ms [2022-02-09 21:36:10 main:574] : INFO : Epoch 1947 | loss: 0.0311356 | val_loss: 0.0311583 | Time: 3806.49 ms [2022-02-09 21:36:14 main:574] : INFO : Epoch 1948 | loss: 0.0311344 | val_loss: 0.0311551 | Time: 3826.49 ms [2022-02-09 21:36:18 main:574] : INFO : Epoch 1949 | loss: 0.0311335 | val_loss: 0.0311576 | Time: 3867.12 ms [2022-02-09 21:36:22 main:574] : INFO : Epoch 1950 | loss: 0.0311404 | val_loss: 0.0311559 | Time: 3783.03 ms [2022-02-09 21:36:26 main:574] : INFO : Epoch 1951 | loss: 0.031146 | val_loss: 0.031157 | Time: 3867.64 ms [2022-02-09 21:36:29 main:574] : INFO : Epoch 1952 | loss: 0.0311436 | val_loss: 0.0311545 | Time: 3821.84 ms [2022-02-09 21:36:33 main:574] : INFO : Epoch 1953 | loss: 0.0311452 | val_loss: 0.0311578 | Time: 3851.24 ms [2022-02-09 21:36:37 main:574] : INFO : Epoch 1954 | loss: 0.0311423 | val_loss: 0.0311587 | Time: 3858.93 ms [2022-02-09 21:36:41 main:574] : INFO : Epoch 1955 | loss: 0.0311395 | val_loss: 0.0311603 | Time: 4376.76 ms [2022-02-09 21:36:45 main:574] : INFO : Epoch 1956 | loss: 0.031144 | val_loss: 0.03116 | Time: 3852.18 ms [2022-02-09 21:36:49 main:574] : INFO : Epoch 1957 | loss: 0.031144 | val_loss: 0.0311608 | Time: 3845.16 ms [2022-02-09 21:36:53 main:574] : INFO : Epoch 1958 | loss: 0.0311403 | val_loss: 0.0311594 | Time: 3836.83 ms [2022-02-09 21:36:57 main:574] : INFO : Epoch 1959 | loss: 0.0311374 | val_loss: 0.0311585 | Time: 3859.02 ms [2022-02-09 21:37:01 main:574] : INFO : Epoch 1960 | loss: 0.0311361 | val_loss: 0.0311631 | Time: 3895.74 ms [2022-02-09 21:37:05 main:574] : INFO : Epoch 1961 | loss: 0.0311397 | val_loss: 0.031164 | Time: 3864.75 ms [2022-02-09 21:37:08 main:574] : INFO : Epoch 1962 | loss: 0.031139 | val_loss: 0.0311549 | Time: 3840.95 ms [2022-02-09 21:37:12 main:574] : INFO : Epoch 1963 | loss: 0.0311403 | val_loss: 0.0311618 | Time: 3871.88 ms [2022-02-09 21:37:16 main:574] : INFO : Epoch 1964 | loss: 0.0311403 | val_loss: 0.0311583 | Time: 3794.26 ms [2022-02-09 21:37:20 main:574] : INFO : Epoch 1965 | loss: 0.0311426 | val_loss: 0.0311583 | Time: 3836.66 ms [2022-02-09 21:37:24 main:574] : INFO : Epoch 1966 | loss: 0.0311374 | val_loss: 0.0311577 | Time: 3786.35 ms [2022-02-09 21:37:28 main:574] : INFO : Epoch 1967 | loss: 0.0311379 | val_loss: 0.0311608 | Time: 3821.5 ms [2022-02-09 21:37:31 main:574] : INFO : Epoch 1968 | loss: 0.031136 | val_loss: 0.0311587 | Time: 3820.04 ms [2022-02-09 21:37:35 main:574] : INFO : Epoch 1969 | loss: 0.0311372 | val_loss: 0.0311585 | Time: 3851.24 ms [2022-02-09 21:37:39 main:574] : INFO : Epoch 1970 | loss: 0.0311351 | val_loss: 0.0311575 | Time: 3836.31 ms [2022-02-09 21:37:43 main:574] : INFO : Epoch 1971 | loss: 0.0311357 | val_loss: 0.0311612 | Time: 3839.61 ms [2022-02-09 21:37:47 main:574] : INFO : Epoch 1972 | loss: 0.0311392 | val_loss: 0.0311575 | Time: 3820.96 ms [2022-02-09 21:37:51 main:574] : INFO : Epoch 1973 | loss: 0.0311359 | val_loss: 0.0311559 | Time: 3826.15 ms [2022-02-09 21:37:54 main:574] : INFO : Epoch 1974 | loss: 0.0311363 | val_loss: 0.0311548 | Time: 3831.5 ms [2022-02-09 21:37:58 main:574] : INFO : Epoch 1975 | loss: 0.0311379 | val_loss: 0.0311649 | Time: 3821.17 ms [2022-02-09 21:38:02 main:574] : INFO : Epoch 1976 | loss: 0.031141 | val_loss: 0.031172 | Time: 3838.67 ms [2022-02-09 21:38:06 main:574] : INFO : Epoch 1977 | loss: 0.0311432 | val_loss: 0.0311576 | Time: 3910.32 ms [2022-02-09 21:38:10 main:574] : INFO : Epoch 1978 | loss: 0.0311347 | val_loss: 0.0311584 | Time: 3861.19 ms [2022-02-09 21:38:14 main:574] : INFO : Epoch 1979 | loss: 0.0311336 | val_loss: 0.0311588 | Time: 3850.71 ms [2022-02-09 21:38:18 main:574] : INFO : Epoch 1980 | loss: 0.0311353 | val_loss: 0.0311526 | Time: 3868.53 ms [2022-02-09 21:38:21 main:574] : INFO : Epoch 1981 | loss: 0.0311318 | val_loss: 0.0311543 | Time: 3859.38 ms [2022-02-09 21:38:25 main:574] : INFO : Epoch 1982 | loss: 0.0311339 | val_loss: 0.0311582 | Time: 3866.52 ms [2022-02-09 21:38:29 main:574] : INFO : Epoch 1983 | loss: 0.0311364 | val_loss: 0.0311547 | Time: 3846.6 ms [2022-02-09 21:38:33 main:574] : INFO : Epoch 1984 | loss: 0.0311366 | val_loss: 0.0311519 | Time: 3851.96 ms [2022-02-09 21:38:37 main:574] : INFO : Epoch 1985 | loss: 0.0311345 | val_loss: 0.0311556 | Time: 3873.3 ms [2022-02-09 21:38:41 main:574] : INFO : Epoch 1986 | loss: 0.0311359 | val_loss: 0.0311608 | Time: 3889.03 ms [2022-02-09 21:38:45 main:574] : INFO : Epoch 1987 | loss: 0.0311361 | val_loss: 0.0311578 | Time: 3872.46 ms [2022-02-09 21:38:49 main:574] : INFO : Epoch 1988 | loss: 0.0311384 | val_loss: 0.0311548 | Time: 3889.54 ms [2022-02-09 21:38:52 main:574] : INFO : Epoch 1989 | loss: 0.0311381 | val_loss: 0.0311531 | Time: 3867.74 ms [2022-02-09 21:38:56 main:574] : INFO : Epoch 1990 | loss: 0.0311344 | val_loss: 0.0311549 | Time: 3915.53 ms [2022-02-09 21:39:00 main:574] : INFO : Epoch 1991 | loss: 0.0311343 | val_loss: 0.0311521 | Time: 3900.28 ms [2022-02-09 21:39:04 main:574] : INFO : Epoch 1992 | loss: 0.0311377 | val_loss: 0.0311562 | Time: 3890.96 ms [2022-02-09 21:39:08 main:574] : INFO : Epoch 1993 | loss: 0.0311355 | val_loss: 0.0311566 | Time: 3873.77 ms [2022-02-09 21:39:12 main:574] : INFO : Epoch 1994 | loss: 0.0311365 | val_loss: 0.0311604 | Time: 3881.94 ms [2022-02-09 21:39:16 main:574] : INFO : Epoch 1995 | loss: 0.0311339 | val_loss: 0.0311607 | Time: 3848.74 ms [2022-02-09 21:39:20 main:574] : INFO : Epoch 1996 | loss: 0.0311361 | val_loss: 0.0311581 | Time: 3860.94 ms [2022-02-09 21:39:23 main:574] : INFO : Epoch 1997 | loss: 0.0311441 | val_loss: 0.0311684 | Time: 3836.92 ms [2022-02-09 21:39:27 main:574] : INFO : Epoch 1998 | loss: 0.0311464 | val_loss: 0.0311638 | Time: 3856.74 ms [2022-02-09 21:39:31 main:574] : INFO : Epoch 1999 | loss: 0.031138 | val_loss: 0.0311597 | Time: 3856.86 ms [2022-02-09 21:39:35 main:574] : INFO : Epoch 2000 | loss: 0.0311364 | val_loss: 0.0311585 | Time: 3862.88 ms [2022-02-09 21:39:39 main:574] : INFO : Epoch 2001 | loss: 0.0311363 | val_loss: 0.0311545 | Time: 3852.26 ms [2022-02-09 21:39:43 main:574] : INFO : Epoch 2002 | loss: 0.0311346 | val_loss: 0.0311534 | Time: 3862.91 ms [2022-02-09 21:39:47 main:574] : INFO : Epoch 2003 | loss: 0.0311358 | val_loss: 0.0311559 | Time: 4441.63 ms [2022-02-09 21:39:51 main:574] : INFO : Epoch 2004 | loss: 0.0311422 | val_loss: 0.0311596 | Time: 3874.25 ms [2022-02-09 21:39:55 main:574] : INFO : Epoch 2005 | loss: 0.0311355 | val_loss: 0.0311555 | Time: 3860.76 ms [2022-02-09 21:39:59 main:574] : INFO : Epoch 2006 | loss: 0.0311354 | val_loss: 0.0311513 | Time: 3822.61 ms [2022-02-09 21:40:03 main:574] : INFO : Epoch 2007 | loss: 0.0311362 | val_loss: 0.0311553 | Time: 3881.34 ms [2022-02-09 21:40:07 main:574] : INFO : Epoch 2008 | loss: 0.0311344 | val_loss: 0.0311573 | Time: 3875.74 ms [2022-02-09 21:40:10 main:574] : INFO : Epoch 2009 | loss: 0.0311346 | val_loss: 0.0311579 | Time: 3858.86 ms [2022-02-09 21:40:14 main:574] : INFO : Epoch 2010 | loss: 0.0311332 | val_loss: 0.0311539 | Time: 3865.57 ms [2022-02-09 21:40:18 main:574] : INFO : Epoch 2011 | loss: 0.031136 | val_loss: 0.0311702 | Time: 3852.37 ms [2022-02-09 21:40:22 main:574] : INFO : Epoch 2012 | loss: 0.0311353 | val_loss: 0.0311566 | Time: 3876.46 ms [2022-02-09 21:40:26 main:574] : INFO : Epoch 2013 | loss: 0.0311311 | val_loss: 0.0311583 | Time: 3870.92 ms [2022-02-09 21:40:30 main:574] : INFO : Epoch 2014 | loss: 0.031132 | val_loss: 0.0311578 | Time: 3899.01 ms [2022-02-09 21:40:34 main:574] : INFO : Epoch 2015 | loss: 0.031131 | val_loss: 0.0311584 | Time: 3866.86 ms [2022-02-09 21:40:38 main:574] : INFO : Epoch 2016 | loss: 0.031132 | val_loss: 0.0311569 | Time: 3872.02 ms [2022-02-09 21:40:41 main:574] : INFO : Epoch 2017 | loss: 0.0311306 | val_loss: 0.0311556 | Time: 3839.21 ms [2022-02-09 21:40:45 main:574] : INFO : Epoch 2018 | loss: 0.0311327 | val_loss: 0.0311558 | Time: 3870.36 ms [2022-02-09 21:40:49 main:574] : INFO : Epoch 2019 | loss: 0.0311296 | val_loss: 0.0311541 | Time: 3858.35 ms [2022-02-09 21:40:53 main:574] : INFO : Epoch 2020 | loss: 0.0311317 | val_loss: 0.0311543 | Time: 3879.92 ms [2022-02-09 21:40:57 main:574] : INFO : Epoch 2021 | loss: 0.0311299 | val_loss: 0.0311533 | Time: 3798.41 ms [2022-02-09 21:41:01 main:574] : INFO : Epoch 2022 | loss: 0.0311287 | val_loss: 0.0311554 | Time: 3865.07 ms [2022-02-09 21:41:04 main:574] : INFO : Epoch 2023 | loss: 0.0311282 | val_loss: 0.0311597 | Time: 3821.09 ms [2022-02-09 21:41:08 main:574] : INFO : Epoch 2024 | loss: 0.0311328 | val_loss: 0.0311577 | Time: 3845.09 ms [2022-02-09 21:41:12 main:574] : INFO : Epoch 2025 | loss: 0.0311353 | val_loss: 0.0311612 | Time: 3850.47 ms [2022-02-09 21:41:16 main:574] : INFO : Epoch 2026 | loss: 0.0311369 | val_loss: 0.0311592 | Time: 3852.1 ms [2022-02-09 21:41:20 main:574] : INFO : Epoch 2027 | loss: 0.0311368 | val_loss: 0.0311577 | Time: 3875.01 ms [2022-02-09 21:41:24 main:574] : INFO : Epoch 2028 | loss: 0.0311359 | val_loss: 0.0311556 | Time: 3840.5 ms [2022-02-09 21:41:28 main:574] : INFO : Epoch 2029 | loss: 0.0311339 | val_loss: 0.0311619 | Time: 3827.63 ms [2022-02-09 21:41:31 main:574] : INFO : Epoch 2030 | loss: 0.0311364 | val_loss: 0.0311583 | Time: 3836.9 ms [2022-02-09 21:41:35 main:574] : INFO : Epoch 2031 | loss: 0.0311378 | val_loss: 0.031152 | Time: 3837.77 ms [2022-02-09 21:41:39 main:574] : INFO : Epoch 2032 | loss: 0.0311347 | val_loss: 0.031156 | Time: 3861.64 ms [2022-02-09 21:41:43 main:574] : INFO : Epoch 2033 | loss: 0.0311359 | val_loss: 0.0311527 | Time: 3842.12 ms [2022-02-09 21:41:47 main:574] : INFO : Epoch 2034 | loss: 0.0311331 | val_loss: 0.0311534 | Time: 3846.95 ms [2022-02-09 21:41:51 main:574] : INFO : Epoch 2035 | loss: 0.0311355 | val_loss: 0.0311497 | Time: 3879.19 ms [2022-02-09 21:41:55 main:574] : INFO : Epoch 2036 | loss: 0.0311308 | val_loss: 0.031154 | Time: 3870.33 ms [2022-02-09 21:41:58 main:574] : INFO : Epoch 2037 | loss: 0.0311325 | val_loss: 0.0311534 | Time: 3857.94 ms [2022-02-09 21:42:02 main:574] : INFO : Epoch 2038 | loss: 0.0311321 | val_loss: 0.0311534 | Time: 3562.59 ms [2022-02-09 21:42:06 main:574] : INFO : Epoch 2039 | loss: 0.0311331 | val_loss: 0.0311661 | Time: 3850.12 ms [2022-02-09 21:42:10 main:574] : INFO : Epoch 2040 | loss: 0.0311348 | val_loss: 0.031161 | Time: 3873.07 ms [2022-02-09 21:42:14 main:574] : INFO : Epoch 2041 | loss: 0.031134 | val_loss: 0.031155 | Time: 3851.49 ms [2022-02-09 21:42:17 main:574] : INFO : Epoch 2042 | loss: 0.0311324 | val_loss: 0.0311562 | Time: 3836.72 ms [2022-02-09 21:42:21 main:574] : INFO : Epoch 2043 | loss: 0.0311303 | val_loss: 0.0311561 | Time: 3809.23 ms [2022-02-09 21:42:25 main:574] : INFO : Epoch 2044 | loss: 0.0311307 | val_loss: 0.0311676 | Time: 3862.36 ms [2022-02-09 21:42:29 main:574] : INFO : Epoch 2045 | loss: 0.0311361 | val_loss: 0.0311593 | Time: 3792.43 ms [2022-02-09 21:42:33 main:574] : INFO : Epoch 2046 | loss: 0.0311372 | val_loss: 0.031158 | Time: 3856.2 ms [2022-02-09 21:42:37 main:574] : INFO : Epoch 2047 | loss: 0.0311284 | val_loss: 0.0311539 | Time: 3890.35 ms [2022-02-09 21:42:40 main:574] : INFO : Epoch 2048 | loss: 0.0311298 | val_loss: 0.031152 | Time: 3772.05 ms [2022-02-09 21:42:40 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031152 [2022-02-09 21:42:40 main:603] : INFO : Saving end state to config to file [2022-02-09 21:42:40 main:608] : INFO : Success, exiting.. 21:42:40 (5372): 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)