Task 12918271
| Name | ParityModified-1645992455-28393-1-0_4 |
| Workunit | 9449962 |
| Created | 11 Mar 2022, 8:51:58 UTC |
| Sent | 11 Mar 2022, 8:52:41 UTC |
| Report deadline | 19 Mar 2022, 8:52:41 UTC |
| Received | 11 Mar 2022, 16:46:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18226 |
| Run time | 2 hours 19 min 43 sec |
| CPU time | 2 hours 19 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,824.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.69 GB |
| Peak swap size | 44.64 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311531 | val_loss: 0.0311656 | Time: 4537.68 ms
[2022-03-11 15:26:57 main:581] : INFO : Epoch 1539 | loss: 0.031161 | val_loss: 0.0311683 | Time: 4070.8 ms
[2022-03-11 15:27:01 main:581] : INFO : Epoch 1540 | loss: 0.0311581 | val_loss: 0.0311671 | Time: 3586.75 ms
[2022-03-11 15:27:04 main:581] : INFO : Epoch 1541 | loss: 0.0311595 | val_loss: 0.0311716 | Time: 3499.83 ms
[2022-03-11 15:27:09 main:581] : INFO : Epoch 1542 | loss: 0.0311652 | val_loss: 0.0311686 | Time: 4433.35 ms
[2022-03-11 15:27:13 main:581] : INFO : Epoch 1543 | loss: 0.0311615 | val_loss: 0.0311642 | Time: 4071.9 ms
[2022-03-11 15:27:17 main:581] : INFO : Epoch 1544 | loss: 0.031162 | val_loss: 0.0311662 | Time: 4178.56 ms
[2022-03-11 15:27:21 main:581] : INFO : Epoch 1545 | loss: 0.0311625 | val_loss: 0.0311728 | Time: 3919.46 ms
[2022-03-11 15:27:24 main:581] : INFO : Epoch 1546 | loss: 0.0311603 | val_loss: 0.0311672 | Time: 3589.45 ms
[2022-03-11 15:27:28 main:581] : INFO : Epoch 1547 | loss: 0.0311568 | val_loss: 0.0311632 | Time: 3665.54 ms
[2022-03-11 15:27:32 main:581] : INFO : Epoch 1548 | loss: 0.0311565 | val_loss: 0.0311637 | Time: 3634.64 ms
[2022-03-11 15:27:36 main:581] : INFO : Epoch 1549 | loss: 0.031155 | val_loss: 0.0311635 | Time: 4404.63 ms
[2022-03-11 15:27:39 main:581] : INFO : Epoch 1550 | loss: 0.0311551 | val_loss: 0.0311656 | Time: 3404.31 ms
[2022-03-11 15:27:44 main:581] : INFO : Epoch 1551 | loss: 0.0311534 | val_loss: 0.0311655 | Time: 5008.89 ms
[2022-03-11 15:27:49 main:581] : INFO : Epoch 1552 | loss: 0.031152 | val_loss: 0.0311662 | Time: 4168.75 ms
[2022-03-11 15:27:53 main:581] : INFO : Epoch 1553 | loss: 0.0311508 | val_loss: 0.0311665 | Time: 4398.64 ms
[2022-03-11 15:27:58 main:581] : INFO : Epoch 1554 | loss: 0.0311515 | val_loss: 0.0311691 | Time: 4751.13 ms
[2022-03-11 15:28:02 main:581] : INFO : Epoch 1555 | loss: 0.03115 | val_loss: 0.0311674 | Time: 4578.91 ms
[2022-03-11 15:28:06 main:581] : INFO : Epoch 1556 | loss: 0.0311494 | val_loss: 0.0311656 | Time: 3324.74 ms
[2022-03-11 15:28:09 main:581] : INFO : Epoch 1557 | loss: 0.0311488 | val_loss: 0.0311678 | Time: 3792.69 ms
[2022-03-11 15:28:14 main:581] : INFO : Epoch 1558 | loss: 0.0311498 | val_loss: 0.0311651 | Time: 4373.62 ms
[2022-03-11 15:28:18 main:581] : INFO : Epoch 1559 | loss: 0.0311498 | val_loss: 0.0311682 | Time: 4006.18 ms
[2022-03-11 15:28:22 main:581] : INFO : Epoch 1560 | loss: 0.0311503 | val_loss: 0.0311709 | Time: 4552.44 ms
[2022-03-11 15:28:27 main:581] : INFO : Epoch 1561 | loss: 0.0311519 | val_loss: 0.0311704 | Time: 4641.81 ms
[2022-03-11 15:28:32 main:581] : INFO : Epoch 1562 | loss: 0.0311499 | val_loss: 0.0311704 | Time: 5061.66 ms
[2022-03-11 15:28:37 main:581] : INFO : Epoch 1563 | loss: 0.0311519 | val_loss: 0.0311712 | Time: 4467.46 ms
[2022-03-11 15:28:41 main:581] : INFO : Epoch 1564 | loss: 0.03115 | val_loss: 0.0311679 | Time: 4793.31 ms
[2022-03-11 15:28:46 main:581] : INFO : Epoch 1565 | loss: 0.0311478 | val_loss: 0.0311715 | Time: 4224.56 ms
[2022-03-11 15:28:49 main:581] : INFO : Epoch 1566 | loss: 0.0311506 | val_loss: 0.0311699 | Time: 3668.53 ms
[2022-03-11 15:28:53 main:581] : INFO : Epoch 1567 | loss: 0.0311489 | val_loss: 0.0311691 | Time: 3398.74 ms
[2022-03-11 15:28:57 main:581] : INFO : Epoch 1568 | loss: 0.0311467 | val_loss: 0.0311678 | Time: 4744.29 ms
[2022-03-11 15:29:01 main:581] : INFO : Epoch 1569 | loss: 0.0311468 | val_loss: 0.0311665 | Time: 3388.68 ms
[2022-03-11 15:29:04 main:581] : INFO : Epoch 1570 | loss: 0.0311465 | val_loss: 0.0311705 | Time: 3669.92 ms
[2022-03-11 15:29:09 main:581] : INFO : Epoch 1571 | loss: 0.0311475 | val_loss: 0.0311665 | Time: 4657.15 ms
[2022-03-11 15:29:13 main:581] : INFO : Epoch 1572 | loss: 0.0311478 | val_loss: 0.0311666 | Time: 3899.71 ms
[2022-03-11 15:29:18 main:581] : INFO : Epoch 1573 | loss: 0.0311469 | val_loss: 0.0311683 | Time: 5012.09 ms
[2022-03-11 15:29:22 main:581] : INFO : Epoch 1574 | loss: 0.0311461 | val_loss: 0.0311717 | Time: 4176.96 ms
[2022-03-11 15:29:27 main:581] : INFO : Epoch 1575 | loss: 0.0311462 | val_loss: 0.0311699 | Time: 4529.63 ms
[2022-03-11 15:29:31 main:581] : INFO : Epoch 1576 | loss: 0.0311488 | val_loss: 0.0311716 | Time: 3798.92 ms
[2022-03-11 15:29:34 main:581] : INFO : Epoch 1577 | loss: 0.0311486 | val_loss: 0.0311685 | Time: 3535.98 ms
[2022-03-11 15:29:38 main:581] : INFO : Epoch 1578 | loss: 0.0311468 | val_loss: 0.0311711 | Time: 4225.69 ms
[2022-03-11 15:29:43 main:581] : INFO : Epoch 1579 | loss: 0.031149 | val_loss: 0.0311735 | Time: 4318.51 ms
[2022-03-11 15:29:47 main:581] : INFO : Epoch 1580 | loss: 0.03115 | val_loss: 0.0311702 | Time: 4342.76 ms
[2022-03-11 15:29:51 main:581] : INFO : Epoch 1581 | loss: 0.0311496 | val_loss: 0.0311683 | Time: 4100.98 ms
[2022-03-11 15:29:55 main:581] : INFO : Epoch 1582 | loss: 0.0311521 | val_loss: 0.0311808 | Time: 3692.21 ms
[2022-03-11 15:29:59 main:581] : INFO : Epoch 1583 | loss: 0.0311494 | val_loss: 0.0311812 | Time: 4135.01 ms
[2022-03-11 15:30:03 main:581] : INFO : Epoch 1584 | loss: 0.031149 | val_loss: 0.0311669 | Time: 4084.2 ms
[2022-03-11 15:30:07 main:581] : INFO : Epoch 1585 | loss: 0.0311431 | val_loss: 0.0311729 | Time: 4430.61 ms
[2022-03-11 15:30:12 main:581] : INFO : Epoch 1586 | loss: 0.0311454 | val_loss: 0.0311686 | Time: 4179.16 ms
[2022-03-11 15:30:16 main:581] : INFO : Epoch 1587 | loss: 0.0311433 | val_loss: 0.0311684 | Time: 4813.43 ms
[2022-03-11 15:30:21 main:581] : INFO : Epoch 1588 | loss: 0.0311466 | val_loss: 0.0311667 | Time: 4105.46 ms
[2022-03-11 15:30:24 main:581] : INFO : Epoch 1589 | loss: 0.031147 | val_loss: 0.0311704 | Time: 3600.71 ms
[2022-03-11 15:30:29 main:581] : INFO : Epoch 1590 | loss: 0.0311506 | val_loss: 0.0311679 | Time: 4574.73 ms
[2022-03-11 15:30:34 main:581] : INFO : Epoch 1591 | loss: 0.0311456 | val_loss: 0.0311688 | Time: 4973.81 ms
[2022-03-11 15:30:38 main:581] : INFO : Epoch 1592 | loss: 0.0311585 | val_loss: 0.031168 | Time: 4225.17 ms
[2022-03-11 15:30:42 main:581] : INFO : Epoch 1593 | loss: 0.0311525 | val_loss: 0.0311655 | Time: 4080.83 ms
[2022-03-11 15:30:46 main:581] : INFO : Epoch 1594 | loss: 0.0311532 | val_loss: 0.0311651 | Time: 3533.92 ms
[2022-03-11 15:30:49 main:581] : INFO : Epoch 1595 | loss: 0.0311534 | val_loss: 0.0311681 | Time: 3928.69 ms
[2022-03-11 15:30:53 main:581] : INFO : Epoch 1596 | loss: 0.0311518 | val_loss: 0.0311656 | Time: 3697.7 ms
[2022-03-11 15:30:58 main:581] : INFO : Epoch 1597 | loss: 0.0311469 | val_loss: 0.0311675 | Time: 4852.62 ms
[2022-03-11 15:31:02 main:581] : INFO : Epoch 1598 | loss: 0.0311478 | val_loss: 0.0311659 | Time: 4298.65 ms
[2022-03-11 15:31:07 main:581] : INFO : Epoch 1599 | loss: 0.0311464 | val_loss: 0.0311699 | Time: 4623.81 ms
[2022-03-11 15:31:11 main:581] : INFO : Epoch 1600 | loss: 0.0311442 | val_loss: 0.0311649 | Time: 3808.44 ms
[2022-03-11 15:31:15 main:581] : INFO : Epoch 1601 | loss: 0.0311487 | val_loss: 0.0311692 | Time: 3774.68 ms
[2022-03-11 15:31:18 main:581] : INFO : Epoch 1602 | loss: 0.0311481 | val_loss: 0.0311708 | Time: 3257.74 ms
[2022-03-11 15:31:22 main:581] : INFO : Epoch 1603 | loss: 0.0311475 | val_loss: 0.031168 | Time: 3874.64 ms
[2022-03-11 15:31:26 main:581] : INFO : Epoch 1604 | loss: 0.0311481 | val_loss: 0.0311725 | Time: 4693.26 ms
[2022-03-11 15:31:30 main:581] : INFO : Epoch 1605 | loss: 0.0311513 | val_loss: 0.0311692 | Time: 3874.05 ms
[2022-03-11 15:31:34 main:581] : INFO : Epoch 1606 | loss: 0.0311501 | val_loss: 0.0311681 | Time: 3539.41 ms
[2022-03-11 15:31:38 main:581] : INFO : Epoch 1607 | loss: 0.0311499 | val_loss: 0.031175 | Time: 4227.25 ms
[2022-03-11 15:31:43 main:581] : INFO : Epoch 1608 | loss: 0.0311509 | val_loss: 0.0311682 | Time: 4568.49 ms
[2022-03-11 15:31:47 main:581] : INFO : Epoch 1609 | loss: 0.0311517 | val_loss: 0.0311716 | Time: 4300.27 ms
[2022-03-11 15:31:51 main:581] : INFO : Epoch 1610 | loss: 0.0311563 | val_loss: 0.0311632 | Time: 4007.5 ms
[2022-03-11 15:31:55 main:581] : INFO : Epoch 1611 | loss: 0.0311519 | val_loss: 0.0311638 | Time: 4068.17 ms
[2022-03-11 15:31:59 main:581] : INFO : Epoch 1612 | loss: 0.0311514 | val_loss: 0.0311666 | Time: 4052.65 ms
[2022-03-11 15:32:03 main:581] : INFO : Epoch 1613 | loss: 0.0311522 | val_loss: 0.0311664 | Time: 4253.58 ms
[2022-03-11 15:32:08 main:581] : INFO : Epoch 1614 | loss: 0.0311496 | val_loss: 0.0311641 | Time: 4339.74 ms
[2022-03-11 15:32:12 main:581] : INFO : Epoch 1615 | loss: 0.031148 | val_loss: 0.0311676 | Time: 4640.41 ms
[2022-03-11 15:32:17 main:581] : INFO : Epoch 1616 | loss: 0.0311511 | val_loss: 0.0311677 | Time: 4766.54 ms
[2022-03-11 15:32:21 main:581] : INFO : Epoch 1617 | loss: 0.0311488 | val_loss: 0.0311655 | Time: 4377.29 ms
[2022-03-11 15:32:26 main:581] : INFO : Epoch 1618 | loss: 0.0311474 | val_loss: 0.0311668 | Time: 4276.54 ms
[2022-03-11 15:32:29 main:581] : INFO : Epoch 1619 | loss: 0.0311447 | val_loss: 0.031165 | Time: 3746.51 ms
[2022-03-11 15:32:34 main:581] : INFO : Epoch 1620 | loss: 0.0311454 | val_loss: 0.0311629 | Time: 4230.05 ms
[2022-03-11 15:32:37 main:581] : INFO : Epoch 1621 | loss: 0.031144 | val_loss: 0.0311668 | Time: 3609.89 ms
[2022-03-11 15:32:41 main:581] : INFO : Epoch 1622 | loss: 0.0311441 | val_loss: 0.031166 | Time: 4230.79 ms
[2022-03-11 15:32:45 main:581] : INFO : Epoch 1623 | loss: 0.0311458 | val_loss: 0.0311695 | Time: 3786.52 ms
[2022-03-11 15:32:49 main:581] : INFO : Epoch 1624 | loss: 0.0311462 | val_loss: 0.0311683 | Time: 3735.58 ms
[2022-03-11 15:32:54 main:581] : INFO : Epoch 1625 | loss: 0.0311439 | val_loss: 0.0311654 | Time: 4582.6 ms
[2022-03-11 15:32:58 main:581] : INFO : Epoch 1626 | loss: 0.0311421 | val_loss: 0.0311663 | Time: 4410.79 ms
[2022-03-11 15:33:03 main:581] : INFO : Epoch 1627 | loss: 0.0311425 | val_loss: 0.0311693 | Time: 4648.31 ms
[2022-03-11 15:33:06 main:581] : INFO : Epoch 1628 | loss: 0.0311467 | val_loss: 0.0311748 | Time: 3733.52 ms
[2022-03-11 15:33:10 main:581] : INFO : Epoch 1629 | loss: 0.0311514 | val_loss: 0.0311687 | Time: 3755.32 ms
[2022-03-11 15:33:14 main:581] : INFO : Epoch 1630 | loss: 0.0311497 | val_loss: 0.0311648 | Time: 3910.61 ms
[2022-03-11 15:33:19 main:581] : INFO : Epoch 1631 | loss: 0.0311459 | val_loss: 0.0311649 | Time: 4558.64 ms
[2022-03-11 15:33:23 main:581] : INFO : Epoch 1632 | loss: 0.031145 | val_loss: 0.0311705 | Time: 4767.61 ms
[2022-03-11 15:33:28 main:581] : INFO : Epoch 1633 | loss: 0.0311473 | val_loss: 0.0311683 | Time: 4297.16 ms
[2022-03-11 15:33:32 main:581] : INFO : Epoch 1634 | loss: 0.0311485 | val_loss: 0.0311626 | Time: 4646.83 ms
[2022-03-11 15:33:37 main:581] : INFO : Epoch 1635 | loss: 0.0311488 | val_loss: 0.0311705 | Time: 4570.88 ms
[2022-03-11 15:33:42 main:581] : INFO : Epoch 1636 | loss: 0.0311463 | val_loss: 0.0311671 | Time: 4653.61 ms
[2022-03-11 15:33:45 main:581] : INFO : Epoch 1637 | loss: 0.0311435 | val_loss: 0.0311655 | Time: 3592 ms
[2022-03-11 15:33:49 main:581] : INFO : Epoch 1638 | loss: 0.0311439 | val_loss: 0.0311706 | Time: 3761.05 ms
[2022-03-11 15:33:53 main:581] : INFO : Epoch 1639 | loss: 0.0311456 | val_loss: 0.0311655 | Time: 4415.82 ms
[2022-03-11 15:33:58 main:581] : INFO : Epoch 1640 | loss: 0.0311444 | val_loss: 0.0311644 | Time: 4214.44 ms
[2022-03-11 15:34:02 main:581] : INFO : Epoch 1641 | loss: 0.0311471 | val_loss: 0.0311668 | Time: 4327.09 ms
[2022-03-11 15:34:05 main:581] : INFO : Epoch 1642 | loss: 0.0311461 | val_loss: 0.0311712 | Time: 3433.94 ms
[2022-03-11 15:34:10 main:581] : INFO : Epoch 1643 | loss: 0.0311476 | val_loss: 0.0311655 | Time: 4428.48 ms
[2022-03-11 15:34:15 main:581] : INFO : Epoch 1644 | loss: 0.0311447 | val_loss: 0.0311685 | Time: 5049.8 ms
[2022-03-11 15:34:19 main:581] : INFO : Epoch 1645 | loss: 0.031145 | val_loss: 0.0311678 | Time: 4606.16 ms
[2022-03-11 15:34:23 main:581] : INFO : Epoch 1646 | loss: 0.0311424 | val_loss: 0.0311645 | Time: 4066.11 ms
[2022-03-11 15:34:28 main:581] : INFO : Epoch 1647 | loss: 0.0311407 | val_loss: 0.0311655 | Time: 4270.5 ms
[2022-03-11 15:34:32 main:581] : INFO : Epoch 1648 | loss: 0.0311402 | val_loss: 0.0311655 | Time: 4316.5 ms
[2022-03-11 15:34:36 main:581] : INFO : Epoch 1649 | loss: 0.0311403 | val_loss: 0.0311676 | Time: 4231.39 ms
[2022-03-11 15:34:40 main:581] : INFO : Epoch 1650 | loss: 0.0311404 | val_loss: 0.0311641 | Time: 4077.51 ms
[2022-03-11 15:34:45 main:581] : INFO : Epoch 1651 | loss: 0.0311402 | val_loss: 0.0311739 | Time: 4905.31 ms
[2022-03-11 15:34:49 main:581] : INFO : Epoch 1652 | loss: 0.0311399 | val_loss: 0.0311643 | Time: 4035.16 ms
[2022-03-11 15:34:54 main:581] : INFO : Epoch 1653 | loss: 0.0311393 | val_loss: 0.0311656 | Time: 4349.26 ms
[2022-03-11 15:34:58 main:581] : INFO : Epoch 1654 | loss: 0.0311405 | val_loss: 0.0311688 | Time: 4449.97 ms
[2022-03-11 15:35:02 main:581] : INFO : Epoch 1655 | loss: 0.0311418 | val_loss: 0.0311669 | Time: 3404.1 ms
[2022-03-11 15:35:06 main:581] : INFO : Epoch 1656 | loss: 0.0311445 | val_loss: 0.0311659 | Time: 4550.83 ms
[2022-03-11 15:35:10 main:581] : INFO : Epoch 1657 | loss: 0.0311409 | val_loss: 0.0311655 | Time: 3887.67 ms
[2022-03-11 15:35:14 main:581] : INFO : Epoch 1658 | loss: 0.0311382 | val_loss: 0.0311658 | Time: 3784.8 ms
[2022-03-11 15:35:18 main:581] : INFO : Epoch 1659 | loss: 0.0311401 | val_loss: 0.0311626 | Time: 4302.83 ms
[2022-03-11 15:35:22 main:581] : INFO : Epoch 1660 | loss: 0.0311407 | val_loss: 0.0311649 | Time: 4122.99 ms
[2022-03-11 15:35:26 main:581] : INFO : Epoch 1661 | loss: 0.0311463 | val_loss: 0.0311755 | Time: 3520.84 ms
[2022-03-11 15:35:30 main:581] : INFO : Epoch 1662 | loss: 0.0311545 | val_loss: 0.0311654 | Time: 4018.68 ms
[2022-03-11 15:35:34 main:581] : INFO : Epoch 1663 | loss: 0.0311497 | val_loss: 0.031165 | Time: 4059.67 ms
[2022-03-11 15:35:39 main:581] : INFO : Epoch 1664 | loss: 0.0311475 | val_loss: 0.0311655 | Time: 4737.24 ms
[2022-03-11 15:35:43 main:581] : INFO : Epoch 1665 | loss: 0.0311447 | val_loss: 0.031161 | Time: 4365.25 ms
[2022-03-11 15:35:48 main:581] : INFO : Epoch 1666 | loss: 0.0311452 | val_loss: 0.0311688 | Time: 4817.37 ms
[2022-03-11 15:35:52 main:581] : INFO : Epoch 1667 | loss: 0.0311446 | val_loss: 0.0311688 | Time: 4529.31 ms
[2022-03-11 15:35:56 main:581] : INFO : Epoch 1668 | loss: 0.031144 | val_loss: 0.0311633 | Time: 4235.91 ms
[2022-03-11 15:36:00 main:581] : INFO : Epoch 1669 | loss: 0.0311437 | val_loss: 0.031162 | Time: 3648.62 ms
[2022-03-11 15:36:04 main:581] : INFO : Epoch 1670 | loss: 0.0311442 | val_loss: 0.0311629 | Time: 4212.34 ms
[2022-03-11 15:36:08 main:581] : INFO : Epoch 1671 | loss: 0.0311468 | val_loss: 0.031168 | Time: 4093.95 ms
[2022-03-11 15:36:14 main:581] : INFO : Epoch 1672 | loss: 0.0311457 | val_loss: 0.0311687 | Time: 5070.28 ms
[2022-03-11 15:36:18 main:581] : INFO : Epoch 1673 | loss: 0.0311456 | val_loss: 0.0311741 | Time: 4741.9 ms
[2022-03-11 15:36:22 main:581] : INFO : Epoch 1674 | loss: 0.0311419 | val_loss: 0.0311667 | Time: 4222.82 ms
[2022-03-11 15:36:27 main:581] : INFO : Epoch 1675 | loss: 0.0311394 | val_loss: 0.0311635 | Time: 4338.71 ms
[2022-03-11 15:36:30 main:581] : INFO : Epoch 1676 | loss: 0.0311386 | val_loss: 0.0311646 | Time: 3413.44 ms
[2022-03-11 15:36:34 main:581] : INFO : Epoch 1677 | loss: 0.0311379 | val_loss: 0.0311666 | Time: 4081.72 ms
[2022-03-11 15:36:39 main:581] : INFO : Epoch 1678 | loss: 0.0311402 | val_loss: 0.0311613 | Time: 4324.88 ms
[2022-03-11 15:36:43 main:581] : INFO : Epoch 1679 | loss: 0.0311398 | val_loss: 0.0311643 | Time: 4345.89 ms
[2022-03-11 15:36:47 main:581] : INFO : Epoch 1680 | loss: 0.0311412 | val_loss: 0.0311672 | Time: 4373.48 ms
[2022-03-11 15:36:52 main:581] : INFO : Epoch 1681 | loss: 0.0311405 | val_loss: 0.0311654 | Time: 4879.28 ms
[2022-03-11 15:36:56 main:581] : INFO : Epoch 1682 | loss: 0.0311412 | val_loss: 0.0311661 | Time: 4220.68 ms
[2022-03-11 15:37:00 main:581] : INFO : Epoch 1683 | loss: 0.0311406 | val_loss: 0.0311627 | Time: 3941.75 ms
[2022-03-11 15:37:04 main:581] : INFO : Epoch 1684 | loss: 0.0311427 | val_loss: 0.0311683 | Time: 3838.55 ms
[2022-03-11 15:37:08 main:581] : INFO : Epoch 1685 | loss: 0.0311453 | val_loss: 0.0311695 | Time: 3409.1 ms
[2022-03-11 15:37:12 main:581] : INFO : Epoch 1686 | loss: 0.0311407 | val_loss: 0.0311636 | Time: 4071.17 ms
[2022-03-11 15:37:16 main:581] : INFO : Epoch 1687 | loss: 0.0311454 | val_loss: 0.0311668 | Time: 3855.68 ms
[2022-03-11 15:37:20 main:581] : INFO : Epoch 1688 | loss: 0.0311459 | val_loss: 0.0311645 | Time: 4330.1 ms
[2022-03-11 15:37:24 main:581] : INFO : Epoch 1689 | loss: 0.031141 | val_loss: 0.0311652 | Time: 4157.68 ms
[2022-03-11 15:37:29 main:581] : INFO : Epoch 1690 | loss: 0.0311388 | val_loss: 0.0311669 | Time: 4753.47 ms
[2022-03-11 15:37:33 main:581] : INFO : Epoch 1691 | loss: 0.0311395 | val_loss: 0.0311689 | Time: 3718.45 ms
[2022-03-11 15:37:37 main:581] : INFO : Epoch 1692 | loss: 0.0311389 | val_loss: 0.0311636 | Time: 4769.59 ms
[2022-03-11 15:37:41 main:581] : INFO : Epoch 1693 | loss: 0.0311395 | val_loss: 0.0311649 | Time: 4055.92 ms
[2022-03-11 15:37:46 main:581] : INFO : Epoch 1694 | loss: 0.0311419 | val_loss: 0.0311648 | Time: 4504.58 ms
[2022-03-11 15:37:49 main:581] : INFO : Epoch 1695 | loss: 0.0311422 | val_loss: 0.0311638 | Time: 3533.83 ms
[2022-03-11 15:37:54 main:581] : INFO : Epoch 1696 | loss: 0.0311484 | val_loss: 0.0311743 | Time: 4281.95 ms
[2022-03-11 15:37:58 main:581] : INFO : Epoch 1697 | loss: 0.031146 | val_loss: 0.031164 | Time: 4195.03 ms
[2022-03-11 15:38:02 main:581] : INFO : Epoch 1698 | loss: 0.0311453 | val_loss: 0.031171 | Time: 4305.94 ms
[2022-03-11 15:38:07 main:581] : INFO : Epoch 1699 | loss: 0.031142 | val_loss: 0.031181 | Time: 4534.19 ms
[2022-03-11 15:38:10 main:581] : INFO : Epoch 1700 | loss: 0.0311393 | val_loss: 0.0311669 | Time: 3370.21 ms
[2022-03-11 15:38:14 main:581] : INFO : Epoch 1701 | loss: 0.0311384 | val_loss: 0.0311685 | Time: 4206.43 ms
[2022-03-11 15:38:19 main:581] : INFO : Epoch 1702 | loss: 0.0311406 | val_loss: 0.0311689 | Time: 4319.12 ms
[2022-03-11 15:38:23 main:581] : INFO : Epoch 1703 | loss: 0.0311423 | val_loss: 0.0311715 | Time: 3881.51 ms
[2022-03-11 15:38:26 main:581] : INFO : Epoch 1704 | loss: 0.0311449 | val_loss: 0.0311699 | Time: 3112.77 ms
[2022-03-11 15:38:29 main:581] : INFO : Epoch 1705 | loss: 0.0311431 | val_loss: 0.0311693 | Time: 3823.63 ms
[2022-03-11 15:38:34 main:581] : INFO : Epoch 1706 | loss: 0.03115 | val_loss: 0.031171 | Time: 4205.08 ms
[2022-03-11 15:38:38 main:581] : INFO : Epoch 1707 | loss: 0.0311451 | val_loss: 0.0311638 | Time: 4068.78 ms
[2022-03-11 15:38:42 main:581] : INFO : Epoch 1708 | loss: 0.031141 | val_loss: 0.0311722 | Time: 3896.11 ms
[2022-03-11 15:38:45 main:581] : INFO : Epoch 1709 | loss: 0.031148 | val_loss: 0.0311801 | Time: 3409.81 ms
[2022-03-11 15:38:50 main:581] : INFO : Epoch 1710 | loss: 0.0311481 | val_loss: 0.0311711 | Time: 4493.19 ms
[2022-03-11 15:38:54 main:581] : INFO : Epoch 1711 | loss: 0.031143 | val_loss: 0.0311656 | Time: 4041.46 ms
[2022-03-11 15:38:58 main:581] : INFO : Epoch 1712 | loss: 0.0311395 | val_loss: 0.0311671 | Time: 4394.61 ms
[2022-03-11 15:39:02 main:581] : INFO : Epoch 1713 | loss: 0.0311391 | val_loss: 0.0311699 | Time: 4457.67 ms
[2022-03-11 15:39:07 main:581] : INFO : Epoch 1714 | loss: 0.0311394 | val_loss: 0.0311628 | Time: 4674.07 ms
[2022-03-11 15:39:11 main:581] : INFO : Epoch 1715 | loss: 0.0311381 | val_loss: 0.0311716 | Time: 3621.63 ms
[2022-03-11 15:39:16 main:581] : INFO : Epoch 1716 | loss: 0.0311463 | val_loss: 0.0311693 | Time: 4750.45 ms
[2022-03-11 15:39:20 main:581] : INFO : Epoch 1717 | loss: 0.0311422 | val_loss: 0.0311612 | Time: 4019.15 ms
[2022-03-11 15:39:23 main:581] : INFO : Epoch 1718 | loss: 0.0311402 | val_loss: 0.0311646 | Time: 3883.65 ms
[2022-03-11 15:39:28 main:581] : INFO : Epoch 1719 | loss: 0.0311454 | val_loss: 0.0311666 | Time: 4721.48 ms
[2022-03-11 15:39:33 main:581] : INFO : Epoch 1720 | loss: 0.0311473 | val_loss: 0.0311643 | Time: 4379.72 ms
[2022-03-11 15:39:36 main:581] : INFO : Epoch 1721 | loss: 0.0311448 | val_loss: 0.0311657 | Time: 3372.34 ms
[2022-03-11 15:39:40 main:581] : INFO : Epoch 1722 | loss: 0.0311391 | val_loss: 0.0311644 | Time: 3908.64 ms
[2022-03-11 15:39:44 main:581] : INFO : Epoch 1723 | loss: 0.0311384 | val_loss: 0.0311653 | Time: 4234.42 ms
[2022-03-11 15:39:49 main:581] : INFO : Epoch 1724 | loss: 0.0311366 | val_loss: 0.0311657 | Time: 4908.97 ms
[2022-03-11 15:39:53 main:581] : INFO : Epoch 1725 | loss: 0.0311367 | val_loss: 0.0311668 | Time: 4562.69 ms
[2022-03-11 15:39:57 main:581] : INFO : Epoch 1726 | loss: 0.031136 | val_loss: 0.0311653 | Time: 3699.35 ms
[2022-03-11 15:40:01 main:581] : INFO : Epoch 1727 | loss: 0.0311362 | val_loss: 0.0311662 | Time: 4161.1 ms
[2022-03-11 15:40:05 main:581] : INFO : Epoch 1728 | loss: 0.0311351 | val_loss: 0.0311615 | Time: 4133.93 ms
[2022-03-11 15:40:09 main:581] : INFO : Epoch 1729 | loss: 0.0311339 | val_loss: 0.0311652 | Time: 3794.2 ms
[2022-03-11 15:40:13 main:581] : INFO : Epoch 1730 | loss: 0.0311392 | val_loss: 0.0311648 | Time: 4064.66 ms
[2022-03-11 15:40:17 main:581] : INFO : Epoch 1731 | loss: 0.0311455 | val_loss: 0.031165 | Time: 3883.02 ms
[2022-03-11 15:40:22 main:581] : INFO : Epoch 1732 | loss: 0.0311464 | val_loss: 0.0311654 | Time: 4432.69 ms
[2022-03-11 15:40:26 main:581] : INFO : Epoch 1733 | loss: 0.0311411 | val_loss: 0.0311621 | Time: 4261.84 ms
[2022-03-11 15:40:29 main:581] : INFO : Epoch 1734 | loss: 0.0311384 | val_loss: 0.0311657 | Time: 3273.24 ms
[2022-03-11 15:40:33 main:581] : INFO : Epoch 1735 | loss: 0.0311388 | val_loss: 0.0311659 | Time: 3875.98 ms
[2022-03-11 15:40:38 main:581] : INFO : Epoch 1736 | loss: 0.0311396 | val_loss: 0.0311723 | Time: 4672.39 ms
[2022-03-11 15:40:42 main:581] : INFO : Epoch 1737 | loss: 0.0311381 | val_loss: 0.0311637 | Time: 4178 ms
[2022-03-11 15:40:46 main:581] : INFO : Epoch 1738 | loss: 0.031138 | val_loss: 0.0311693 | Time: 4170.71 ms
[2022-03-11 15:40:50 main:581] : INFO : Epoch 1739 | loss: 0.0311384 | val_loss: 0.0311651 | Time: 3998.5 ms
[2022-03-11 15:40:55 main:581] : INFO : Epoch 1740 | loss: 0.0311378 | val_loss: 0.0311692 | Time: 4417.06 ms
[2022-03-11 15:40:59 main:581] : INFO : Epoch 1741 | loss: 0.031139 | val_loss: 0.0311637 | Time: 4238.79 ms
[2022-03-11 15:41:03 main:581] : INFO : Epoch 1742 | loss: 0.0311381 | val_loss: 0.0311684 | Time: 4612.69 ms
[2022-03-11 15:41:07 main:581] : INFO : Epoch 1743 | loss: 0.0311398 | val_loss: 0.0311717 | Time: 4096.78 ms
[2022-03-11 15:41:12 main:581] : INFO : Epoch 1744 | loss: 0.0311377 | val_loss: 0.0311655 | Time: 4229.13 ms
[2022-03-11 15:41:15 main:581] : INFO : Epoch 1745 | loss: 0.0311333 | val_loss: 0.0311711 | Time: 3311.76 ms
[2022-03-11 15:41:19 main:581] : INFO : Epoch 1746 | loss: 0.0311364 | val_loss: 0.0311682 | Time: 3831.42 ms
[2022-03-11 15:41:23 main:581] : INFO : Epoch 1747 | loss: 0.0311347 | val_loss: 0.0311686 | Time: 4267.51 ms
[2022-03-11 15:41:27 main:581] : INFO : Epoch 1748 | loss: 0.0311373 | val_loss: 0.0311667 | Time: 4221.02 ms
[2022-03-11 15:41:31 main:581] : INFO : Epoch 1749 | loss: 0.0311434 | val_loss: 0.0311688 | Time: 4063.05 ms
[2022-03-11 15:41:35 main:581] : INFO : Epoch 1750 | loss: 0.0311409 | val_loss: 0.0311675 | Time: 3634.42 ms
[2022-03-11 15:41:38 main:581] : INFO : Epoch 1751 | loss: 0.0311391 | val_loss: 0.0311778 | Time: 3382.23 ms
[2022-03-11 15:41:43 main:581] : INFO : Epoch 1752 | loss: 0.0311432 | val_loss: 0.0311691 | Time: 4646.4 ms
[2022-03-11 15:41:47 main:581] : INFO : Epoch 1753 | loss: 0.0311418 | val_loss: 0.0311689 | Time: 4258.93 ms
[2022-03-11 15:41:52 main:581] : INFO : Epoch 1754 | loss: 0.031138 | val_loss: 0.0311661 | Time: 4622.71 ms
[2022-03-11 15:41:56 main:581] : INFO : Epoch 1755 | loss: 0.0311397 | val_loss: 0.0311656 | Time: 4345.71 ms
[2022-03-11 15:42:00 main:581] : INFO : Epoch 1756 | loss: 0.0311375 | val_loss: 0.0311662 | Time: 4086.57 ms
[2022-03-11 15:42:04 main:581] : INFO : Epoch 1757 | loss: 0.0311357 | val_loss: 0.0311675 | Time: 3753.24 ms
[2022-03-11 15:42:09 main:581] : INFO : Epoch 1758 | loss: 0.0311343 | val_loss: 0.0311702 | Time: 4591.71 ms
[2022-03-11 15:42:12 main:581] : INFO : Epoch 1759 | loss: 0.0311334 | val_loss: 0.0311664 | Time: 3314.9 ms
[2022-03-11 15:42:16 main:581] : INFO : Epoch 1760 | loss: 0.0311337 | val_loss: 0.031175 | Time: 4225.55 ms
[2022-03-11 15:42:20 main:581] : INFO : Epoch 1761 | loss: 0.0311332 | val_loss: 0.0311681 | Time: 3630.72 ms
[2022-03-11 15:42:24 main:581] : INFO : Epoch 1762 | loss: 0.0311313 | val_loss: 0.0311709 | Time: 4085.83 ms
[2022-03-11 15:42:28 main:581] : INFO : Epoch 1763 | loss: 0.0311318 | val_loss: 0.031166 | Time: 3982.62 ms
[2022-03-11 15:42:31 main:581] : INFO : Epoch 1764 | loss: 0.0311333 | val_loss: 0.0311738 | Time: 3356.11 ms
[2022-03-11 15:42:36 main:581] : INFO : Epoch 1765 | loss: 0.0311315 | val_loss: 0.0311661 | Time: 4399.01 ms
[2022-03-11 15:42:40 main:581] : INFO : Epoch 1766 | loss: 0.031134 | val_loss: 0.0311726 | Time: 4218.93 ms
[2022-03-11 15:42:44 main:581] : INFO : Epoch 1767 | loss: 0.0311327 | val_loss: 0.0311755 | Time: 3670.39 ms
[2022-03-11 15:42:48 main:581] : INFO : Epoch 1768 | loss: 0.0311326 | val_loss: 0.031174 | Time: 4731.97 ms
[2022-03-11 15:42:53 main:581] : INFO : Epoch 1769 | loss: 0.0311309 | val_loss: 0.0311666 | Time: 4356.14 ms
[2022-03-11 15:42:57 main:581] : INFO : Epoch 1770 | loss: 0.0311336 | val_loss: 0.0311664 | Time: 4209.99 ms
[2022-03-11 15:43:01 main:581] : INFO : Epoch 1771 | loss: 0.0311344 | val_loss: 0.0311702 | Time: 4169.42 ms
[2022-03-11 15:43:05 main:581] : INFO : Epoch 1772 | loss: 0.0311382 | val_loss: 0.0311647 | Time: 3979.22 ms
[2022-03-11 15:43:09 main:581] : INFO : Epoch 1773 | loss: 0.031137 | val_loss: 0.0311654 | Time: 3648.84 ms
[2022-03-11 15:43:13 main:581] : INFO : Epoch 1774 | loss: 0.0311391 | val_loss: 0.0311832 | Time: 4005.46 ms
[2022-03-11 15:43:17 main:581] : INFO : Epoch 1775 | loss: 0.031148 | val_loss: 0.0311728 | Time: 4358.09 ms
[2022-03-11 15:43:22 main:581] : INFO : Epoch 1776 | loss: 0.0311498 | val_loss: 0.0311706 | Time: 4790.6 ms
[2022-03-11 15:43:25 main:581] : INFO : Epoch 1777 | loss: 0.0311635 | val_loss: 0.0311722 | Time: 3373.43 ms
[2022-03-11 15:43:30 main:581] : INFO : Epoch 1778 | loss: 0.0311569 | val_loss: 0.031165 | Time: 4556.55 ms
[2022-03-11 15:43:34 main:581] : INFO : Epoch 1779 | loss: 0.0311518 | val_loss: 0.0311664 | Time: 3928.88 ms
[2022-03-11 15:43:38 main:581] : INFO : Epoch 1780 | loss: 0.0311479 | val_loss: 0.0311619 | Time: 4157.9 ms
[2022-03-11 15:43:42 main:581] : INFO : Epoch 1781 | loss: 0.0311457 | val_loss: 0.0311662 | Time: 4307.36 ms
[2022-03-11 15:43:46 main:581] : INFO : Epoch 1782 | loss: 0.0311436 | val_loss: 0.0311631 | Time: 4075.37 ms
[2022-03-11 15:43:50 main:581] : INFO : Epoch 1783 | loss: 0.0311434 | val_loss: 0.031168 | Time: 3428.28 ms
[2022-03-11 15:43:54 main:581] : INFO : Epoch 1784 | loss: 0.0311426 | val_loss: 0.0311641 | Time: 3869.54 ms
[2022-03-11 15:43:58 main:581] : INFO : Epoch 1785 | loss: 0.0311391 | val_loss: 0.0311655 | Time: 4029.19 ms
[2022-03-11 15:44:02 main:581] : INFO : Epoch 1786 | loss: 0.0311383 | val_loss: 0.0311643 | Time: 4754.32 ms
[2022-03-11 15:44:06 main:581] : INFO : Epoch 1787 | loss: 0.0311399 | val_loss: 0.0311746 | Time: 3237.81 ms
[2022-03-11 15:44:10 main:581] : INFO : Epoch 1788 | loss: 0.0311384 | val_loss: 0.0311599 | Time: 4058.03 ms
[2022-03-11 15:44:14 main:581] : INFO : Epoch 1789 | loss: 0.0311381 | val_loss: 0.0311669 | Time: 4413.18 ms
[2022-03-11 15:44:18 main:581] : INFO : Epoch 1790 | loss: 0.0311381 | val_loss: 0.0311644 | Time: 3866.79 ms
[2022-03-11 15:44:22 main:581] : INFO : Epoch 1791 | loss: 0.0311575 | val_loss: 0.0311689 | Time: 4492.51 ms
[2022-03-11 15:44:27 main:581] : INFO : Epoch 1792 | loss: 0.0311546 | val_loss: 0.0311634 | Time: 4397.82 ms
[2022-03-11 15:44:30 main:581] : INFO : Epoch 1793 | loss: 0.0311512 | val_loss: 0.0311643 | Time: 3133.92 ms
[2022-03-11 15:44:34 main:581] : INFO : Epoch 1794 | loss: 0.0311491 | val_loss: 0.0311645 | Time: 3974.48 ms
[2022-03-11 15:44:39 main:581] : INFO : Epoch 1795 | loss: 0.0311485 | val_loss: 0.0311693 | Time: 4873.59 ms
[2022-03-11 15:44:43 main:581] : INFO : Epoch 1796 | loss: 0.0311452 | val_loss: 0.0311677 | Time: 4189.55 ms
[2022-03-11 15:44:46 main:581] : INFO : Epoch 1797 | loss: 0.0311462 | val_loss: 0.0311651 | Time: 3328.6 ms
[2022-03-11 15:44:51 main:581] : INFO : Epoch 1798 | loss: 0.0311424 | val_loss: 0.0311651 | Time: 4387.87 ms
[2022-03-11 15:44:55 main:581] : INFO : Epoch 1799 | loss: 0.0311444 | val_loss: 0.0311665 | Time: 3904.01 ms
[2022-03-11 15:44:59 main:581] : INFO : Epoch 1800 | loss: 0.0311434 | val_loss: 0.0311703 | Time: 4234.46 ms
[2022-03-11 15:45:03 main:581] : INFO : Epoch 1801 | loss: 0.0311427 | val_loss: 0.0311654 | Time: 4262.45 ms
[2022-03-11 15:45:07 main:581] : INFO : Epoch 1802 | loss: 0.0311415 | val_loss: 0.0311665 | Time: 3972.77 ms
[2022-03-11 15:45:11 main:581] : INFO : Epoch 1803 | loss: 0.0311433 | val_loss: 0.0311676 | Time: 4253.3 ms
[2022-03-11 15:45:16 main:581] : INFO : Epoch 1804 | loss: 0.0311446 | val_loss: 0.0311719 | Time: 4601.32 ms
[2022-03-11 15:45:20 main:581] : INFO : Epoch 1805 | loss: 0.0311393 | val_loss: 0.031168 | Time: 3503.82 ms
[2022-03-11 15:45:23 main:581] : INFO : Epoch 1806 | loss: 0.0311419 | val_loss: 0.031171 | Time: 3449.16 ms
[2022-03-11 15:45:27 main:581] : INFO : Epoch 1807 | loss: 0.0311404 | val_loss: 0.0311789 | Time: 4158.94 ms
[2022-03-11 15:45:31 main:581] : INFO : Epoch 1808 | loss: 0.0311418 | val_loss: 0.0311702 | Time: 3780.64 ms
[2022-03-11 15:45:35 main:581] : INFO : Epoch 1809 | loss: 0.0311406 | val_loss: 0.0311703 | Time: 3881.03 ms
[2022-03-11 15:45:39 main:581] : INFO : Epoch 1810 | loss: 0.0311396 | val_loss: 0.0311741 | Time: 3808.22 ms
[2022-03-11 15:45:43 main:581] : INFO : Epoch 1811 | loss: 0.0311401 | val_loss: 0.0311652 | Time: 4186.55 ms
[2022-03-11 15:45:47 main:581] : INFO : Epoch 1812 | loss: 0.0311385 | val_loss: 0.0311681 | Time: 4413.06 ms
[2022-03-11 15:45:52 main:581] : INFO : Epoch 1813 | loss: 0.0311407 | val_loss: 0.0311713 | Time: 4357.18 ms
[2022-03-11 15:45:55 main:581] : INFO : Epoch 1814 | loss: 0.0311379 | val_loss: 0.0311701 | Time: 3817.51 ms
[2022-03-11 15:45:59 main:581] : INFO : Epoch 1815 | loss: 0.0311418 | val_loss: 0.0311734 | Time: 3506.97 ms
[2022-03-11 15:46:03 main:581] : INFO : Epoch 1816 | loss: 0.0311377 | val_loss: 0.0311711 | Time: 4380.18 ms
[2022-03-11 15:46:08 main:581] : INFO : Epoch 1817 | loss: 0.0311361 | val_loss: 0.0311773 | Time: 4688.42 ms
[2022-03-11 15:46:13 main:581] : INFO : Epoch 1818 | loss: 0.0311391 | val_loss: 0.0311803 | Time: 4956.09 ms
[2022-03-11 15:46:16 main:581] : INFO : Epoch 1819 | loss: 0.0311378 | val_loss: 0.0311692 | Time: 3027.69 ms
[2022-03-11 15:46:21 main:581] : INFO : Epoch 1820 | loss: 0.0311405 | val_loss: 0.0311734 | Time: 4995 ms
[2022-03-11 15:46:25 main:581] : INFO : Epoch 1821 | loss: 0.0311386 | val_loss: 0.0311643 | Time: 3653.53 ms
[2022-03-11 15:46:29 main:581] : INFO : Epoch 1822 | loss: 0.0311362 | val_loss: 0.0311688 | Time: 3948.55 ms
[2022-03-11 15:46:33 main:581] : INFO : Epoch 1823 | loss: 0.0311374 | val_loss: 0.0311708 | Time: 4206.82 ms
[2022-03-11 15:46:37 main:581] : INFO : Epoch 1824 | loss: 0.0311366 | val_loss: 0.0311714 | Time: 4697.31 ms
[2022-03-11 15:46:41 main:581] : INFO : Epoch 1825 | loss: 0.0311368 | val_loss: 0.0311761 | Time: 3298.9 ms
[2022-03-11 15:46:45 main:581] : INFO : Epoch 1826 | loss: 0.0311467 | val_loss: 0.0311659 | Time: 3924.8 ms
[2022-03-11 15:46:49 main:581] : INFO : Epoch 1827 | loss: 0.0311528 | val_loss: 0.0311703 | Time: 3838.59 ms
[2022-03-11 15:46:53 main:581] : INFO : Epoch 1828 | loss: 0.0311475 | val_loss: 0.0311669 | Time: 3985.49 ms
[2022-03-11 15:46:57 main:581] : INFO : Epoch 1829 | loss: 0.0311436 | val_loss: 0.0311648 | Time: 4419.58 ms
[2022-03-11 15:47:00 main:581] : INFO : Epoch 1830 | loss: 0.0311447 | val_loss: 0.0311687 | Time: 3537.11 ms
[2022-03-11 15:47:04 main:581] : INFO : Epoch 1831 | loss: 0.031141 | val_loss: 0.0311662 | Time: 3954.35 ms
[2022-03-11 15:47:08 main:581] : INFO : Epoch 1832 | loss: 0.0311389 | val_loss: 0.0311654 | Time: 3905.34 ms
[2022-03-11 15:47:13 main:581] : INFO : Epoch 1833 | loss: 0.0311374 | val_loss: 0.0311649 | Time: 4571.75 ms
[2022-03-11 15:47:17 main:581] : INFO : Epoch 1834 | loss: 0.0311366 | val_loss: 0.031164 | Time: 3987.61 ms
[2022-03-11 15:47:21 main:581] : INFO : Epoch 1835 | loss: 0.0311382 | val_loss: 0.0311683 | Time: 4020.1 ms
[2022-03-11 15:47:26 main:581] : INFO : Epoch 1836 | loss: 0.0311414 | val_loss: 0.0311662 | Time: 5013.96 ms
[2022-03-11 15:47:30 main:581] : INFO : Epoch 1837 | loss: 0.0311398 | val_loss: 0.0311683 | Time: 3722.42 ms
[2022-03-11 15:47:33 main:581] : INFO : Epoch 1838 | loss: 0.0311366 | val_loss: 0.0311693 | Time: 3283.31 ms
[2022-03-11 15:47:37 main:581] : INFO : Epoch 1839 | loss: 0.0311376 | val_loss: 0.0311662 | Time: 4551.04 ms
[2022-03-11 15:47:42 main:581] : INFO : Epoch 1840 | loss: 0.0311492 | val_loss: 0.0311664 | Time: 4403.43 ms
[2022-03-11 15:47:46 main:581] : INFO : Epoch 1841 | loss: 0.031144 | val_loss: 0.0311645 | Time: 3795.33 ms
[2022-03-11 15:47:50 main:581] : INFO : Epoch 1842 | loss: 0.0311397 | val_loss: 0.0311648 | Time: 4273.54 ms
[2022-03-11 15:47:55 main:581] : INFO : Epoch 1843 | loss: 0.0311392 | val_loss: 0.0311716 | Time: 4540.62 ms
[2022-03-11 15:47:59 main:581] : INFO : Epoch 1844 | loss: 0.0311441 | val_loss: 0.0311694 | Time: 4630.67 ms
[2022-03-11 15:48:04 main:581] : INFO : Epoch 1845 | loss: 0.0311433 | val_loss: 0.0311658 | Time: 4589.03 ms
[2022-03-11 15:48:08 main:581] : INFO : Epoch 1846 | loss: 0.0311442 | val_loss: 0.0311721 | Time: 4708.21 ms
[2022-03-11 15:48:13 main:581] : INFO : Epoch 1847 | loss: 0.031168 | val_loss: 0.0311828 | Time: 4489.76 ms
[2022-03-11 15:48:17 main:581] : INFO : Epoch 1848 | loss: 0.0311626 | val_loss: 0.0311719 | Time: 4239.24 ms
[2022-03-11 15:48:22 main:581] : INFO : Epoch 1849 | loss: 0.0311515 | val_loss: 0.0311699 | Time: 4895.36 ms
[2022-03-11 15:48:27 main:581] : INFO : Epoch 1850 | loss: 0.0311493 | val_loss: 0.0311697 | Time: 4919 ms
[2022-03-11 15:48:30 main:581] : INFO : Epoch 1851 | loss: 0.0311492 | val_loss: 0.0311641 | Time: 3253.06 ms
[2022-03-11 15:48:34 main:581] : INFO : Epoch 1852 | loss: 0.0311482 | val_loss: 0.0311633 | Time: 3333.76 ms
[2022-03-11 15:48:38 main:581] : INFO : Epoch 1853 | loss: 0.0311447 | val_loss: 0.0311685 | Time: 4645.76 ms
[2022-03-11 15:48:43 main:581] : INFO : Epoch 1854 | loss: 0.0311453 | val_loss: 0.0311677 | Time: 4675.46 ms
[2022-03-11 15:48:47 main:581] : INFO : Epoch 1855 | loss: 0.0311404 | val_loss: 0.0311643 | Time: 4298.49 ms
[2022-03-11 15:48:52 main:581] : INFO : Epoch 1856 | loss: 0.031139 | val_loss: 0.031166 | Time: 4551.64 ms
[2022-03-11 15:48:55 main:581] : INFO : Epoch 1857 | loss: 0.0311414 | val_loss: 0.0311665 | Time: 3583.18 ms
[2022-03-11 15:48:59 main:581] : INFO : Epoch 1858 | loss: 0.0311408 | val_loss: 0.0311651 | Time: 3756.4 ms
[2022-03-11 15:49:04 main:581] : INFO : Epoch 1859 | loss: 0.03114 | val_loss: 0.0311655 | Time: 4540.81 ms
[2022-03-11 15:49:07 main:581] : INFO : Epoch 1860 | loss: 0.0311392 | val_loss: 0.0311658 | Time: 3443.15 ms
[2022-03-11 15:49:12 main:581] : INFO : Epoch 1861 | loss: 0.0311376 | val_loss: 0.031172 | Time: 4441.5 ms
[2022-03-11 15:49:16 main:581] : INFO : Epoch 1862 | loss: 0.0311373 | val_loss: 0.0311643 | Time: 4168.66 ms
[2022-03-11 15:49:20 main:581] : INFO : Epoch 1863 | loss: 0.0311376 | val_loss: 0.0311637 | Time: 3970.64 ms
[2022-03-11 15:49:24 main:581] : INFO : Epoch 1864 | loss: 0.0311394 | val_loss: 0.0311773 | Time: 4399.86 ms
[2022-03-11 15:49:29 main:581] : INFO : Epoch 1865 | loss: 0.0311469 | val_loss: 0.0311689 | Time: 4775.65 ms
[2022-03-11 15:49:33 main:581] : INFO : Epoch 1866 | loss: 0.0311456 | val_loss: 0.0311609 | Time: 4411.4 ms
[2022-03-11 15:49:38 main:581] : INFO : Epoch 1867 | loss: 0.0311413 | val_loss: 0.031166 | Time: 4608.89 ms
[2022-03-11 15:49:42 main:581] : INFO : Epoch 1868 | loss: 0.0311399 | val_loss: 0.0311598 | Time: 3909.3 ms
[2022-03-11 15:49:46 main:581] : INFO : Epoch 1869 | loss: 0.0311407 | val_loss: 0.0311698 | Time: 3830.96 ms
[2022-03-11 15:49:50 main:581] : INFO : Epoch 1870 | loss: 0.0311363 | val_loss: 0.0311638 | Time: 4224.18 ms
[2022-03-11 15:49:54 main:581] : INFO : Epoch 1871 | loss: 0.0311397 | val_loss: 0.0311644 | Time: 4380.95 ms
[2022-03-11 15:49:59 main:581] : INFO : Epoch 1872 | loss: 0.0311415 | val_loss: 0.0311629 | Time: 4526.12 ms
[2022-03-11 15:50:03 main:581] : INFO : Epoch 1873 | loss: 0.031141 | val_loss: 0.0311638 | Time: 4679.86 ms
[2022-03-11 15:50:08 main:581] : INFO : Epoch 1874 | loss: 0.0311383 | val_loss: 0.0311709 | Time: 4297.47 ms
[2022-03-11 15:50:13 main:581] : INFO : Epoch 1875 | loss: 0.0311449 | val_loss: 0.03117 | Time: 5013.62 ms
[2022-03-11 15:50:17 main:581] : INFO : Epoch 1876 | loss: 0.0311405 | val_loss: 0.0311646 | Time: 4326.26 ms
[2022-03-11 15:50:22 main:581] : INFO : Epoch 1877 | loss: 0.0311379 | val_loss: 0.0311679 | Time: 4527.51 ms
[2022-03-11 15:50:26 main:581] : INFO : Epoch 1878 | loss: 0.0311354 | val_loss: 0.0311651 | Time: 3864.34 ms
[2022-03-11 15:50:30 main:581] : INFO : Epoch 1879 | loss: 0.0311339 | val_loss: 0.0311706 | Time: 4022.82 ms
[2022-03-11 15:50:33 main:581] : INFO : Epoch 1880 | loss: 0.0311351 | val_loss: 0.0311658 | Time: 3761.11 ms
[2022-03-11 15:50:38 main:581] : INFO : Epoch 1881 | loss: 0.0311359 | val_loss: 0.0311745 | Time: 4394.23 ms
[2022-03-11 15:50:42 main:581] : INFO : Epoch 1882 | loss: 0.031134 | val_loss: 0.0311673 | Time: 4697.8 ms
[2022-03-11 15:50:47 main:581] : INFO : Epoch 1883 | loss: 0.0311322 | val_loss: 0.0311669 | Time: 4710.2 ms
[2022-03-11 15:50:51 main:581] : INFO : Epoch 1884 | loss: 0.0311303 | val_loss: 0.031168 | Time: 3637.25 ms
[2022-03-11 15:50:55 main:581] : INFO : Epoch 1885 | loss: 0.0311292 | val_loss: 0.0311642 | Time: 3921.37 ms
[2022-03-11 15:50:59 main:581] : INFO : Epoch 1886 | loss: 0.0311298 | val_loss: 0.0311655 | Time: 4564.6 ms
[2022-03-11 15:51:03 main:581] : INFO : Epoch 1887 | loss: 0.0311295 | val_loss: 0.0311687 | Time: 4094.05 ms
[2022-03-11 15:51:08 main:581] : INFO : Epoch 1888 | loss: 0.0311302 | val_loss: 0.0311652 | Time: 4199.32 ms
[2022-03-11 15:51:11 main:581] : INFO : Epoch 1889 | loss: 0.0311339 | val_loss: 0.031163 | Time: 3797.88 ms
[2022-03-11 15:51:16 main:581] : INFO : Epoch 1890 | loss: 0.0311342 | val_loss: 0.0311709 | Time: 4204.3 ms
[2022-03-11 15:51:19 main:581] : INFO : Epoch 1891 | loss: 0.0311342 | val_loss: 0.0311659 | Time: 3927.17 ms
[2022-03-11 15:51:24 main:581] : INFO : Epoch 1892 | loss: 0.0311298 | val_loss: 0.0311671 | Time: 4272.9 ms
[2022-03-11 15:51:29 main:581] : INFO : Epoch 1893 | loss: 0.0311284 | val_loss: 0.0311758 | Time: 4824.21 ms
[2022-03-11 15:51:33 main:581] : INFO : Epoch 1894 | loss: 0.0311319 | val_loss: 0.0311708 | Time: 4075.57 ms
[2022-03-11 15:51:37 main:581] : INFO : Epoch 1895 | loss: 0.0311293 | val_loss: 0.0311671 | Time: 4766.8 ms
[2022-03-11 15:51:42 main:581] : INFO : Epoch 1896 | loss: 0.0311291 | val_loss: 0.0311702 | Time: 4303.38 ms
[2022-03-11 15:51:46 main:581] : INFO : Epoch 1897 | loss: 0.031132 | val_loss: 0.0311665 | Time: 3941.01 ms
[2022-03-11 15:51:50 main:581] : INFO : Epoch 1898 | loss: 0.0311315 | val_loss: 0.0311657 | Time: 3880.57 ms
[2022-03-11 15:51:54 main:581] : INFO : Epoch 1899 | loss: 0.0311356 | val_loss: 0.0311633 | Time: 4246.11 ms
[2022-03-11 15:51:57 main:581] : INFO : Epoch 1900 | loss: 0.0311377 | val_loss: 0.031169 | Time: 3567 ms
[2022-03-11 15:52:01 main:581] : INFO : Epoch 1901 | loss: 0.031142 | val_loss: 0.0311598 | Time: 3517.79 ms
[2022-03-11 15:52:06 main:581] : INFO : Epoch 1902 | loss: 0.0311496 | val_loss: 0.031165 | Time: 4713.22 ms
[2022-03-11 15:52:10 main:581] : INFO : Epoch 1903 | loss: 0.0311465 | val_loss: 0.0311626 | Time: 4406.32 ms
[2022-03-11 15:52:14 main:581] : INFO : Epoch 1904 | loss: 0.0311421 | val_loss: 0.0311656 | Time: 4193.56 ms
[2022-03-11 15:52:18 main:581] : INFO : Epoch 1905 | loss: 0.0311407 | val_loss: 0.0311666 | Time: 4188.77 ms
[2022-03-11 15:52:23 main:581] : INFO : Epoch 1906 | loss: 0.0311416 | val_loss: 0.0311609 | Time: 4348.18 ms
[2022-03-11 15:52:26 main:581] : INFO : Epoch 1907 | loss: 0.0311388 | val_loss: 0.0311614 | Time: 2956.18 ms
[2022-03-11 15:52:29 main:581] : INFO : Epoch 1908 | loss: 0.0311355 | val_loss: 0.0311621 | Time: 3232.08 ms
[2022-03-11 15:52:33 main:581] : INFO : Epoch 1909 | loss: 0.0311333 | val_loss: 0.0311648 | Time: 4382.18 ms
[2022-03-11 15:52:38 main:581] : INFO : Epoch 1910 | loss: 0.0311327 | val_loss: 0.0311633 | Time: 4779.48 ms
[2022-03-11 15:52:42 main:581] : INFO : Epoch 1911 | loss: 0.0311323 | val_loss: 0.0311671 | Time: 3495.59 ms
[2022-03-11 15:52:45 main:581] : INFO : Epoch 1912 | loss: 0.0311295 | val_loss: 0.0311636 | Time: 3578.97 ms
[2022-03-11 15:52:49 main:581] : INFO : Epoch 1913 | loss: 0.0311304 | val_loss: 0.0311646 | Time: 4214.05 ms
[2022-03-11 15:52:53 main:581] : INFO : Epoch 1914 | loss: 0.0311295 | val_loss: 0.0311676 | Time: 3468.86 ms
[2022-03-11 15:52:56 main:581] : INFO : Epoch 1915 | loss: 0.03113 | val_loss: 0.0311679 | Time: 3324.71 ms
[2022-03-11 15:53:00 main:581] : INFO : Epoch 1916 | loss: 0.0311284 | val_loss: 0.031167 | Time: 3698.3 ms
[2022-03-11 15:53:03 main:581] : INFO : Epoch 1917 | loss: 0.031128 | val_loss: 0.0311685 | Time: 3499.79 ms
[2022-03-11 15:53:08 main:581] : INFO : Epoch 1918 | loss: 0.0311282 | val_loss: 0.0311654 | Time: 4333.69 ms
[2022-03-11 15:53:13 main:581] : INFO : Epoch 1919 | loss: 0.0311292 | val_loss: 0.0311696 | Time: 4910.94 ms
[2022-03-11 15:53:17 main:581] : INFO : Epoch 1920 | loss: 0.0311313 | val_loss: 0.031167 | Time: 4155.04 ms
[2022-03-11 15:53:21 main:581] : INFO : Epoch 1921 | loss: 0.0311286 | val_loss: 0.0311673 | Time: 3813.48 ms
[2022-03-11 15:53:25 main:581] : INFO : Epoch 1922 | loss: 0.0311259 | val_loss: 0.031172 | Time: 4129.94 ms
[2022-03-11 15:53:29 main:581] : INFO : Epoch 1923 | loss: 0.0311278 | val_loss: 0.0311682 | Time: 4474.86 ms
[2022-03-11 15:53:34 main:581] : INFO : Epoch 1924 | loss: 0.0311249 | val_loss: 0.0311757 | Time: 4865.13 ms
[2022-03-11 15:53:38 main:581] : INFO : Epoch 1925 | loss: 0.0311314 | val_loss: 0.0311694 | Time: 4336.04 ms
[2022-03-11 15:53:42 main:581] : INFO : Epoch 1926 | loss: 0.0311314 | val_loss: 0.0311645 | Time: 3856.14 ms
[2022-03-11 15:53:46 main:581] : INFO : Epoch 1927 | loss: 0.0311314 | val_loss: 0.0311706 | Time: 4128.61 ms
[2022-03-11 15:53:50 main:581] : INFO : Epoch 1928 | loss: 0.0311307 | val_loss: 0.0311674 | Time: 3412.78 ms
[2022-03-11 15:53:54 main:581] : INFO : Epoch 1929 | loss: 0.03113 | val_loss: 0.0311654 | Time: 3965.81 ms
[2022-03-11 15:53:58 main:581] : INFO : Epoch 1930 | loss: 0.0311296 | val_loss: 0.0311687 | Time: 4661.83 ms
[2022-03-11 15:54:03 main:581] : INFO : Epoch 1931 | loss: 0.0311263 | val_loss: 0.0311668 | Time: 4440.9 ms
[2022-03-11 15:54:06 main:581] : INFO : Epoch 1932 | loss: 0.0311275 | val_loss: 0.0311745 | Time: 3276.7 ms
[2022-03-11 15:54:10 main:581] : INFO : Epoch 1933 | loss: 0.0311259 | val_loss: 0.0311687 | Time: 4271.02 ms
[2022-03-11 15:54:14 main:581] : INFO : Epoch 1934 | loss: 0.0311284 | val_loss: 0.0311711 | Time: 3974.04 ms
[2022-03-11 15:54:19 main:581] : INFO : Epoch 1935 | loss: 0.0311291 | val_loss: 0.0311688 | Time: 4324.98 ms
[2022-03-11 15:54:23 main:581] : INFO : Epoch 1936 | loss: 0.0311299 | val_loss: 0.0311714 | Time: 4680.72 ms
[2022-03-11 15:54:28 main:581] : INFO : Epoch 1937 | loss: 0.0311283 | val_loss: 0.0311688 | Time: 4624.19 ms
[2022-03-11 15:54:33 main:581] : INFO : Epoch 1938 | loss: 0.0311262 | val_loss: 0.0311726 | Time: 4988.57 ms
[2022-03-11 15:54:37 main:581] : INFO : Epoch 1939 | loss: 0.0311249 | val_loss: 0.0311722 | Time: 4390.95 ms
[2022-03-11 15:54:42 main:581] : INFO : Epoch 1940 | loss: 0.0311251 | val_loss: 0.0311684 | Time: 4582.95 ms
[2022-03-11 15:54:46 main:581] : INFO : Epoch 1941 | loss: 0.031124 | val_loss: 0.0311805 | Time: 3749.83 ms
[2022-03-11 15:54:50 main:581] : INFO : Epoch 1942 | loss: 0.0311263 | val_loss: 0.0311682 | Time: 4105.98 ms
[2022-03-11 15:54:54 main:581] : INFO : Epoch 1943 | loss: 0.0311277 | val_loss: 0.0311705 | Time: 4506.18 ms
[2022-03-11 15:54:59 main:581] : INFO : Epoch 1944 | loss: 0.0311259 | val_loss: 0.031169 | Time: 4134.21 ms
[2022-03-11 15:55:03 main:581] : INFO : Epoch 1945 | loss: 0.0311264 | val_loss: 0.0311746 | Time: 4397.89 ms
[2022-03-11 15:55:07 main:581] : INFO : Epoch 1946 | loss: 0.031131 | val_loss: 0.031167 | Time: 3927.4 ms
[2022-03-11 15:55:10 main:581] : INFO : Epoch 1947 | loss: 0.0311317 | val_loss: 0.0311661 | Time: 3231.99 ms
[2022-03-11 15:55:14 main:581] : INFO : Epoch 1948 | loss: 0.0311283 | val_loss: 0.0311728 | Time: 4071.95 ms
[2022-03-11 15:55:19 main:581] : INFO : Epoch 1949 | loss: 0.0311261 | val_loss: 0.0311691 | Time: 4396.06 ms
[2022-03-11 15:55:22 main:581] : INFO : Epoch 1950 | loss: 0.0311271 | val_loss: 0.0311691 | Time: 3934.89 ms
[2022-03-11 15:55:27 main:581] : INFO : Epoch 1951 | loss: 0.0311271 | val_loss: 0.0311691 | Time: 4733.95 ms
[2022-03-11 15:55:32 main:581] : INFO : Epoch 1952 | loss: 0.0311262 | val_loss: 0.0311745 | Time: 4754.63 ms
[2022-03-11 15:55:37 main:581] : INFO : Epoch 1953 | loss: 0.0311261 | val_loss: 0.0311756 | Time: 4779.04 ms
[2022-03-11 15:55:41 main:581] : INFO : Epoch 1954 | loss: 0.0311262 | val_loss: 0.031168 | Time: 3772.13 ms
[2022-03-11 15:55:45 main:581] : INFO : Epoch 1955 | loss: 0.0311242 | val_loss: 0.0311705 | Time: 4057.72 ms
[2022-03-11 15:55:48 main:581] : INFO : Epoch 1956 | loss: 0.0311226 | val_loss: 0.0311766 | Time: 2915.63 ms
[2022-03-11 15:55:52 main:581] : INFO : Epoch 1957 | loss: 0.0311371 | val_loss: 0.0311675 | Time: 4098.64 ms
[2022-03-11 15:55:55 main:581] : INFO : Epoch 1958 | loss: 0.0311445 | val_loss: 0.0311627 | Time: 3679.71 ms
[2022-03-11 15:55:59 main:581] : INFO : Epoch 1959 | loss: 0.0311417 | val_loss: 0.0311635 | Time: 4211.21 ms
[2022-03-11 15:56:04 main:581] : INFO : Epoch 1960 | loss: 0.031141 | val_loss: 0.0311647 | Time: 4217.29 ms
[2022-03-11 15:56:07 main:581] : INFO : Epoch 1961 | loss: 0.031137 | val_loss: 0.0311655 | Time: 2854.76 ms
[2022-03-11 15:56:10 main:581] : INFO : Epoch 1962 | loss: 0.031137 | val_loss: 0.0311672 | Time: 2987.09 ms
[2022-03-11 15:56:13 main:581] : INFO : Epoch 1963 | loss: 0.0311492 | val_loss: 0.0311598 | Time: 3445.39 ms
[2022-03-11 15:56:18 main:581] : INFO : Epoch 1964 | loss: 0.0311425 | val_loss: 0.031169 | Time: 4720.47 ms
[2022-03-11 15:56:22 main:581] : INFO : Epoch 1965 | loss: 0.0311462 | val_loss: 0.0311639 | Time: 4496.76 ms
[2022-03-11 15:56:25 main:581] : INFO : Epoch 1966 | loss: 0.0311399 | val_loss: 0.0311748 | Time: 2919.44 ms
[2022-03-11 15:56:29 main:581] : INFO : Epoch 1967 | loss: 0.0311392 | val_loss: 0.0311859 | Time: 4302.77 ms
[2022-03-11 15:56:34 main:581] : INFO : Epoch 1968 | loss: 0.0311475 | val_loss: 0.0311656 | Time: 4212.84 ms
[2022-03-11 15:56:37 main:581] : INFO : Epoch 1969 | loss: 0.0311373 | val_loss: 0.0311626 | Time: 3195.08 ms
[2022-03-11 15:56:41 main:581] : INFO : Epoch 1970 | loss: 0.0311355 | val_loss: 0.03117 | Time: 3965.7 ms
[2022-03-11 15:56:45 main:581] : INFO : Epoch 1971 | loss: 0.0311353 | val_loss: 0.0311675 | Time: 3995.02 ms
[2022-03-11 15:56:49 main:581] : INFO : Epoch 1972 | loss: 0.0311348 | val_loss: 0.0311691 | Time: 3957.85 ms
[2022-03-11 15:56:53 main:581] : INFO : Epoch 1973 | loss: 0.0311352 | val_loss: 0.0311662 | Time: 4614.66 ms
[2022-03-11 15:56:57 main:581] : INFO : Epoch 1974 | loss: 0.0311348 | val_loss: 0.0311702 | Time: 3122.54 ms
[2022-03-11 15:57:00 main:581] : INFO : Epoch 1975 | loss: 0.0311342 | val_loss: 0.0311638 | Time: 3156.02 ms
[2022-03-11 15:57:04 main:581] : INFO : Epoch 1976 | loss: 0.031129 | val_loss: 0.0311726 | Time: 3845.24 ms
[2022-03-11 15:57:08 main:581] : INFO : Epoch 1977 | loss: 0.0311268 | val_loss: 0.0311698 | Time: 4669.08 ms
[2022-03-11 15:57:13 main:581] : INFO : Epoch 1978 | loss: 0.0311279 | val_loss: 0.0311706 | Time: 4844.63 ms
[2022-03-11 15:57:16 main:581] : INFO : Epoch 1979 | loss: 0.0311659 | val_loss: 0.0311749 | Time: 2885.35 ms
[2022-03-11 15:57:19 main:581] : INFO : Epoch 1980 | loss: 0.0311615 | val_loss: 0.0311668 | Time: 3239.03 ms
[2022-03-11 15:57:24 main:581] : INFO : Epoch 1981 | loss: 0.0311511 | val_loss: 0.0311695 | Time: 4802.9 ms
[2022-03-11 15:57:28 main:581] : INFO : Epoch 1982 | loss: 0.0311555 | val_loss: 0.0311831 | Time: 4497.83 ms
[2022-03-11 15:57:33 main:581] : INFO : Epoch 1983 | loss: 0.0311842 | val_loss: 0.0311788 | Time: 4629.41 ms
[2022-03-11 15:57:37 main:581] : INFO : Epoch 1984 | loss: 0.0311703 | val_loss: 0.0311709 | Time: 3823.47 ms
[2022-03-11 15:57:42 main:581] : INFO : Epoch 1985 | loss: 0.0311615 | val_loss: 0.0311744 | Time: 4776.96 ms
[2022-03-11 15:57:46 main:581] : INFO : Epoch 1986 | loss: 0.0311573 | val_loss: 0.031173 | Time: 4502.51 ms
[2022-03-11 15:57:50 main:581] : INFO : Epoch 1987 | loss: 0.0311526 | val_loss: 0.0311714 | Time: 3996.67 ms
[2022-03-11 15:57:54 main:581] : INFO : Epoch 1988 | loss: 0.0311495 | val_loss: 0.0311707 | Time: 4046.98 ms
[2022-03-11 15:57:59 main:581] : INFO : Epoch 1989 | loss: 0.0311469 | val_loss: 0.0311698 | Time: 4705.88 ms
[2022-03-11 15:58:03 main:581] : INFO : Epoch 1990 | loss: 0.031146 | val_loss: 0.0311735 | Time: 4190.94 ms
[2022-03-11 15:58:07 main:581] : INFO : Epoch 1991 | loss: 0.0311438 | val_loss: 0.0311712 | Time: 4245.19 ms
[2022-03-11 15:58:12 main:581] : INFO : Epoch 1992 | loss: 0.0311429 | val_loss: 0.0311685 | Time: 4187.11 ms
[2022-03-11 15:58:16 main:581] : INFO : Epoch 1993 | loss: 0.0311422 | val_loss: 0.0311717 | Time: 4756.31 ms
[2022-03-11 15:58:20 main:581] : INFO : Epoch 1994 | loss: 0.0311418 | val_loss: 0.0311669 | Time: 4044.73 ms
[2022-03-11 15:58:24 main:581] : INFO : Epoch 1995 | loss: 0.0311392 | val_loss: 0.0311666 | Time: 3776.87 ms
[2022-03-11 15:58:28 main:581] : INFO : Epoch 1996 | loss: 0.0311405 | val_loss: 0.0311667 | Time: 4280.4 ms
[2022-03-11 15:58:33 main:581] : INFO : Epoch 1997 | loss: 0.0311373 | val_loss: 0.0311668 | Time: 4597.45 ms
[2022-03-11 15:58:37 main:581] : INFO : Epoch 1998 | loss: 0.0311405 | val_loss: 0.0311667 | Time: 3559.6 ms
[2022-03-11 15:58:41 main:581] : INFO : Epoch 1999 | loss: 0.0311383 | val_loss: 0.0311682 | Time: 4521.77 ms
[2022-03-11 15:58:45 main:581] : INFO : Epoch 2000 | loss: 0.0311387 | val_loss: 0.0311663 | Time: 4279.44 ms
[2022-03-11 15:58:50 main:581] : INFO : Epoch 2001 | loss: 0.0311356 | val_loss: 0.0311661 | Time: 4102.55 ms
[2022-03-11 15:58:54 main:581] : INFO : Epoch 2002 | loss: 0.0311362 | val_loss: 0.0311671 | Time: 4823.45 ms
[2022-03-11 15:58:59 main:581] : INFO : Epoch 2003 | loss: 0.0311392 | val_loss: 0.0311767 | Time: 4268.22 ms
[2022-03-11 15:59:03 main:581] : INFO : Epoch 2004 | loss: 0.0311357 | val_loss: 0.0311699 | Time: 4119.07 ms
[2022-03-11 15:59:06 main:581] : INFO : Epoch 2005 | loss: 0.0311316 | val_loss: 0.0311688 | Time: 3509.61 ms
[2022-03-11 15:59:10 main:581] : INFO : Epoch 2006 | loss: 0.0311312 | val_loss: 0.0311703 | Time: 4038.72 ms
[2022-03-11 15:59:14 main:581] : INFO : Epoch 2007 | loss: 0.0311298 | val_loss: 0.0311682 | Time: 4005.91 ms
[2022-03-11 15:59:18 main:581] : INFO : Epoch 2008 | loss: 0.0311306 | val_loss: 0.0311777 | Time: 3841.42 ms
[2022-03-11 15:59:22 main:581] : INFO : Epoch 2009 | loss: 0.0311308 | val_loss: 0.0311646 | Time: 4067.46 ms
[2022-03-11 15:59:26 main:581] : INFO : Epoch 2010 | loss: 0.0311303 | val_loss: 0.0311716 | Time: 3800.79 ms
[2022-03-11 15:59:30 main:581] : INFO : Epoch 2011 | loss: 0.0311371 | val_loss: 0.0311699 | Time: 3668.9 ms
[2022-03-11 15:59:34 main:581] : INFO : Epoch 2012 | loss: 0.0311319 | val_loss: 0.0311623 | Time: 4684.23 ms
[2022-03-11 15:59:39 main:581] : INFO : Epoch 2013 | loss: 0.0311303 | val_loss: 0.0311665 | Time: 4325.71 ms
[2022-03-11 15:59:43 main:581] : INFO : Epoch 2014 | loss: 0.0311281 | val_loss: 0.031174 | Time: 3979.86 ms
[2022-03-11 15:59:47 main:581] : INFO : Epoch 2015 | loss: 0.0311289 | val_loss: 0.0311684 | Time: 4774.62 ms
[2022-03-11 15:59:51 main:581] : INFO : Epoch 2016 | loss: 0.0311352 | val_loss: 0.0311789 | Time: 3658.26 ms
[2022-03-11 15:59:55 main:581] : INFO : Epoch 2017 | loss: 0.0311384 | val_loss: 0.0311636 | Time: 3624.25 ms
[2022-03-11 15:59:59 main:581] : INFO : Epoch 2018 | loss: 0.0311358 | val_loss: 0.0311714 | Time: 4270.3 ms
[2022-03-11 16:00:03 main:581] : INFO : Epoch 2019 | loss: 0.031144 | val_loss: 0.03117 | Time: 4364.09 ms
[2022-03-11 16:00:08 main:581] : INFO : Epoch 2020 | loss: 0.0311611 | val_loss: 0.0311728 | Time: 4414.66 ms
[2022-03-11 16:00:11 main:581] : INFO : Epoch 2021 | loss: 0.0311722 | val_loss: 0.0311802 | Time: 3618.55 ms
[2022-03-11 16:00:15 main:581] : INFO : Epoch 2022 | loss: 0.0311641 | val_loss: 0.0311766 | Time: 3433.65 ms
[2022-03-11 16:00:19 main:581] : INFO : Epoch 2023 | loss: 0.0311913 | val_loss: 0.0311967 | Time: 4084.64 ms
[2022-03-11 16:00:22 main:581] : INFO : Epoch 2024 | loss: 0.0312053 | val_loss: 0.0312047 | Time: 2870.32 ms
[2022-03-11 16:00:25 main:581] : INFO : Epoch 2025 | loss: 0.0312 | val_loss: 0.0311929 | Time: 3207.67 ms
[2022-03-11 16:00:29 main:581] : INFO : Epoch 2026 | loss: 0.0311944 | val_loss: 0.0311892 | Time: 4265.86 ms
[2022-03-11 16:00:34 main:581] : INFO : Epoch 2027 | loss: 0.0311939 | val_loss: 0.0311884 | Time: 4700.55 ms
[2022-03-11 16:00:38 main:581] : INFO : Epoch 2028 | loss: 0.031192 | val_loss: 0.0311874 | Time: 4097.52 ms
[2022-03-11 16:00:42 main:581] : INFO : Epoch 2029 | loss: 0.0311915 | val_loss: 0.0311868 | Time: 4019.18 ms
[2022-03-11 16:00:46 main:581] : INFO : Epoch 2030 | loss: 0.0311897 | val_loss: 0.031185 | Time: 3750.16 ms
[2022-03-11 16:00:50 main:581] : INFO : Epoch 2031 | loss: 0.0311889 | val_loss: 0.0311834 | Time: 3728.36 ms
[2022-03-11 16:00:54 main:581] : INFO : Epoch 2032 | loss: 0.031187 | val_loss: 0.0311867 | Time: 4434.05 ms
[2022-03-11 16:00:59 main:581] : INFO : Epoch 2033 | loss: 0.0311848 | val_loss: 0.0311837 | Time: 4502.81 ms
[2022-03-11 16:01:02 main:581] : INFO : Epoch 2034 | loss: 0.0311841 | val_loss: 0.0311838 | Time: 3630.07 ms
[2022-03-11 16:01:05 main:581] : INFO : Epoch 2035 | loss: 0.0311806 | val_loss: 0.0311796 | Time: 3233.62 ms
[2022-03-11 16:01:09 main:581] : INFO : Epoch 2036 | loss: 0.0311785 | val_loss: 0.0311805 | Time: 3544.97 ms
[2022-03-11 16:01:14 main:581] : INFO : Epoch 2037 | loss: 0.0311786 | val_loss: 0.0311799 | Time: 4661.66 ms
[2022-03-11 16:01:18 main:581] : INFO : Epoch 2038 | loss: 0.0311774 | val_loss: 0.0311792 | Time: 4311.99 ms
[2022-03-11 16:01:22 main:581] : INFO : Epoch 2039 | loss: 0.0311746 | val_loss: 0.0311732 | Time: 3695.49 ms
[2022-03-11 16:01:26 main:581] : INFO : Epoch 2040 | loss: 0.031172 | val_loss: 0.0311718 | Time: 4212.96 ms
[2022-03-11 16:01:30 main:581] : INFO : Epoch 2041 | loss: 0.0311694 | val_loss: 0.0311718 | Time: 4495.84 ms
[2022-03-11 16:01:35 main:581] : INFO : Epoch 2042 | loss: 0.0311682 | val_loss: 0.0311701 | Time: 4308.65 ms
[2022-03-11 16:01:39 main:581] : INFO : Epoch 2043 | loss: 0.031168 | val_loss: 0.0311725 | Time: 3871.57 ms
[2022-03-11 16:01:43 main:581] : INFO : Epoch 2044 | loss: 0.0311684 | val_loss: 0.0311688 | Time: 4552.23 ms
[2022-03-11 16:01:47 main:581] : INFO : Epoch 2045 | loss: 0.0311678 | val_loss: 0.0311689 | Time: 4313.04 ms
[2022-03-11 16:01:52 main:581] : INFO : Epoch 2046 | loss: 0.0311657 | val_loss: 0.0311687 | Time: 4295.66 ms
[2022-03-11 16:01:56 main:581] : INFO : Epoch 2047 | loss: 0.0311657 | val_loss: 0.0311691 | Time: 4483.35 ms
[2022-03-11 16:02:00 main:581] : INFO : Epoch 2048 | loss: 0.0311636 | val_loss: 0.03117 | Time: 3913.36 ms
[2022-03-11 16:02:00 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.03117
[2022-03-11 16:02:00 main:610] : INFO : Saving end state to config to file
[2022-03-11 16:02:00 main:615] : INFO : Success, exiting..
16:02:00 (326571): 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)