Task 10941179
| Name | ParityModified-1639947833-5285-1-0_1 |
| Workunit | 7591883 |
| Created | 21 Jan 2022, 14:49:11 UTC |
| Sent | 21 Jan 2022, 15:18:25 UTC |
| Report deadline | 29 Jan 2022, 15:18:25 UTC |
| Received | 21 Jan 2022, 23:41:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18227 |
| Run time | 2 hours 15 min 26 sec |
| CPU time | 2 hours 15 min 22 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> 05:36 main:581] : INFO : Epoch 1538 | loss: 0.0311641 | val_loss: 0.0311753 | Time: 3927.12 ms [2022-01-21 22:05:40 main:581] : INFO : Epoch 1539 | loss: 0.0311645 | val_loss: 0.031173 | Time: 3976.01 ms [2022-01-21 22:05:44 main:581] : INFO : Epoch 1540 | loss: 0.0311628 | val_loss: 0.0311842 | Time: 3948.77 ms [2022-01-21 22:05:49 main:581] : INFO : Epoch 1541 | loss: 0.0311635 | val_loss: 0.0311711 | Time: 4700.11 ms [2022-01-21 22:05:53 main:581] : INFO : Epoch 1542 | loss: 0.0311568 | val_loss: 0.0311717 | Time: 4596.28 ms [2022-01-21 22:05:58 main:581] : INFO : Epoch 1543 | loss: 0.0311568 | val_loss: 0.0311746 | Time: 4603.41 ms [2022-01-21 22:06:03 main:581] : INFO : Epoch 1544 | loss: 0.0311553 | val_loss: 0.0311727 | Time: 5018.44 ms [2022-01-21 22:06:07 main:581] : INFO : Epoch 1545 | loss: 0.0311563 | val_loss: 0.0311747 | Time: 4435.88 ms [2022-01-21 22:06:12 main:581] : INFO : Epoch 1546 | loss: 0.0311575 | val_loss: 0.0311718 | Time: 4374.71 ms [2022-01-21 22:06:16 main:581] : INFO : Epoch 1547 | loss: 0.0311554 | val_loss: 0.0311696 | Time: 4448.14 ms [2022-01-21 22:06:20 main:581] : INFO : Epoch 1548 | loss: 0.0311568 | val_loss: 0.031173 | Time: 4243.85 ms [2022-01-21 22:06:25 main:581] : INFO : Epoch 1549 | loss: 0.031157 | val_loss: 0.0311714 | Time: 4150.07 ms [2022-01-21 22:06:28 main:581] : INFO : Epoch 1550 | loss: 0.0311557 | val_loss: 0.0311708 | Time: 3699.8 ms [2022-01-21 22:06:32 main:581] : INFO : Epoch 1551 | loss: 0.0311523 | val_loss: 0.0311739 | Time: 3812.65 ms [2022-01-21 22:06:37 main:581] : INFO : Epoch 1552 | loss: 0.0311531 | val_loss: 0.0311714 | Time: 4493.67 ms [2022-01-21 22:06:40 main:581] : INFO : Epoch 1553 | loss: 0.0311536 | val_loss: 0.0311754 | Time: 3810.35 ms [2022-01-21 22:06:44 main:581] : INFO : Epoch 1554 | loss: 0.0311537 | val_loss: 0.0311712 | Time: 3418.83 ms [2022-01-21 22:06:48 main:581] : INFO : Epoch 1555 | loss: 0.0311531 | val_loss: 0.0311756 | Time: 4680.34 ms [2022-01-21 22:06:53 main:581] : INFO : Epoch 1556 | loss: 0.0311579 | val_loss: 0.0311839 | Time: 4384.42 ms [2022-01-21 22:06:57 main:581] : INFO : Epoch 1557 | loss: 0.0311577 | val_loss: 0.0311707 | Time: 4068.4 ms [2022-01-21 22:07:01 main:581] : INFO : Epoch 1558 | loss: 0.0311559 | val_loss: 0.0311794 | Time: 3982.82 ms [2022-01-21 22:07:05 main:581] : INFO : Epoch 1559 | loss: 0.0311554 | val_loss: 0.0311739 | Time: 3996.83 ms [2022-01-21 22:07:09 main:581] : INFO : Epoch 1560 | loss: 0.0311548 | val_loss: 0.0311734 | Time: 4118.47 ms [2022-01-21 22:07:12 main:581] : INFO : Epoch 1561 | loss: 0.0311599 | val_loss: 0.0311721 | Time: 3365.37 ms [2022-01-21 22:07:16 main:581] : INFO : Epoch 1562 | loss: 0.0311579 | val_loss: 0.0311759 | Time: 3433.99 ms [2022-01-21 22:07:20 main:581] : INFO : Epoch 1563 | loss: 0.0311542 | val_loss: 0.0311705 | Time: 4157.7 ms [2022-01-21 22:07:24 main:581] : INFO : Epoch 1564 | loss: 0.0311606 | val_loss: 0.0311785 | Time: 4368.88 ms [2022-01-21 22:07:29 main:581] : INFO : Epoch 1565 | loss: 0.0311611 | val_loss: 0.0311736 | Time: 4213.17 ms [2022-01-21 22:07:33 main:581] : INFO : Epoch 1566 | loss: 0.0311573 | val_loss: 0.0311718 | Time: 4222.49 ms [2022-01-21 22:07:36 main:581] : INFO : Epoch 1567 | loss: 0.0311557 | val_loss: 0.031172 | Time: 3740.16 ms [2022-01-21 22:07:40 main:581] : INFO : Epoch 1568 | loss: 0.0311561 | val_loss: 0.0311696 | Time: 3700.09 ms [2022-01-21 22:07:45 main:581] : INFO : Epoch 1569 | loss: 0.0311545 | val_loss: 0.0311715 | Time: 4328.85 ms [2022-01-21 22:07:49 main:581] : INFO : Epoch 1570 | loss: 0.0311537 | val_loss: 0.0311714 | Time: 4397.7 ms [2022-01-21 22:07:53 main:581] : INFO : Epoch 1571 | loss: 0.0311639 | val_loss: 0.0311748 | Time: 4194.17 ms [2022-01-21 22:07:56 main:581] : INFO : Epoch 1572 | loss: 0.0311668 | val_loss: 0.0311721 | Time: 3259.99 ms [2022-01-21 22:08:00 main:581] : INFO : Epoch 1573 | loss: 0.031165 | val_loss: 0.0311734 | Time: 3162.07 ms [2022-01-21 22:08:03 main:581] : INFO : Epoch 1574 | loss: 0.0311643 | val_loss: 0.0311727 | Time: 3742.23 ms [2022-01-21 22:08:07 main:581] : INFO : Epoch 1575 | loss: 0.0311653 | val_loss: 0.0311739 | Time: 3389.61 ms [2022-01-21 22:08:11 main:581] : INFO : Epoch 1576 | loss: 0.031161 | val_loss: 0.0311785 | Time: 4062.14 ms [2022-01-21 22:08:15 main:581] : INFO : Epoch 1577 | loss: 0.0311666 | val_loss: 0.0311849 | Time: 3790.28 ms [2022-01-21 22:08:18 main:581] : INFO : Epoch 1578 | loss: 0.0311602 | val_loss: 0.0311766 | Time: 3926.62 ms [2022-01-21 22:08:23 main:581] : INFO : Epoch 1579 | loss: 0.031157 | val_loss: 0.0311785 | Time: 4538.04 ms [2022-01-21 22:08:27 main:581] : INFO : Epoch 1580 | loss: 0.0311582 | val_loss: 0.0311795 | Time: 4310.1 ms [2022-01-21 22:08:31 main:581] : INFO : Epoch 1581 | loss: 0.0311577 | val_loss: 0.0311762 | Time: 4172.89 ms [2022-01-21 22:08:35 main:581] : INFO : Epoch 1582 | loss: 0.031154 | val_loss: 0.0311734 | Time: 3840.03 ms [2022-01-21 22:08:39 main:581] : INFO : Epoch 1583 | loss: 0.0311538 | val_loss: 0.0311778 | Time: 3829.7 ms [2022-01-21 22:08:44 main:581] : INFO : Epoch 1584 | loss: 0.031154 | val_loss: 0.0311786 | Time: 4691.91 ms [2022-01-21 22:08:48 main:581] : INFO : Epoch 1585 | loss: 0.0311556 | val_loss: 0.0311729 | Time: 4602.57 ms [2022-01-21 22:08:53 main:581] : INFO : Epoch 1586 | loss: 0.0311553 | val_loss: 0.0311784 | Time: 4487.82 ms [2022-01-21 22:08:57 main:581] : INFO : Epoch 1587 | loss: 0.0311553 | val_loss: 0.0311738 | Time: 3981.7 ms [2022-01-21 22:09:01 main:581] : INFO : Epoch 1588 | loss: 0.0311563 | val_loss: 0.0311772 | Time: 3901.64 ms [2022-01-21 22:09:05 main:581] : INFO : Epoch 1589 | loss: 0.0311535 | val_loss: 0.0311761 | Time: 4099.31 ms [2022-01-21 22:09:09 main:581] : INFO : Epoch 1590 | loss: 0.0311576 | val_loss: 0.0311777 | Time: 4342.94 ms [2022-01-21 22:09:13 main:581] : INFO : Epoch 1591 | loss: 0.0311545 | val_loss: 0.0311742 | Time: 3777.87 ms [2022-01-21 22:09:16 main:581] : INFO : Epoch 1592 | loss: 0.0311548 | val_loss: 0.0311767 | Time: 3240.04 ms [2022-01-21 22:09:20 main:581] : INFO : Epoch 1593 | loss: 0.0311523 | val_loss: 0.031174 | Time: 4081.4 ms [2022-01-21 22:09:24 main:581] : INFO : Epoch 1594 | loss: 0.0311569 | val_loss: 0.0311789 | Time: 3267.15 ms [2022-01-21 22:09:28 main:581] : INFO : Epoch 1595 | loss: 0.0311577 | val_loss: 0.0311712 | Time: 4215.94 ms [2022-01-21 22:09:32 main:581] : INFO : Epoch 1596 | loss: 0.0311539 | val_loss: 0.0311742 | Time: 3719.25 ms [2022-01-21 22:09:36 main:581] : INFO : Epoch 1597 | loss: 0.0311559 | val_loss: 0.0311731 | Time: 3965.4 ms [2022-01-21 22:09:39 main:581] : INFO : Epoch 1598 | loss: 0.0311549 | val_loss: 0.0311707 | Time: 3760.58 ms [2022-01-21 22:09:44 main:581] : INFO : Epoch 1599 | loss: 0.031154 | val_loss: 0.0311719 | Time: 4458.46 ms [2022-01-21 22:09:49 main:581] : INFO : Epoch 1600 | loss: 0.0311523 | val_loss: 0.0311774 | Time: 4757.46 ms [2022-01-21 22:09:53 main:581] : INFO : Epoch 1601 | loss: 0.0311543 | val_loss: 0.0311705 | Time: 4928.35 ms [2022-01-21 22:09:58 main:581] : INFO : Epoch 1602 | loss: 0.0311511 | val_loss: 0.0311696 | Time: 4875.67 ms [2022-01-21 22:10:03 main:581] : INFO : Epoch 1603 | loss: 0.0311513 | val_loss: 0.031172 | Time: 4967.35 ms [2022-01-21 22:10:07 main:581] : INFO : Epoch 1604 | loss: 0.0311541 | val_loss: 0.0311772 | Time: 4027.64 ms [2022-01-21 22:10:11 main:581] : INFO : Epoch 1605 | loss: 0.0311624 | val_loss: 0.031171 | Time: 3420.99 ms [2022-01-21 22:10:15 main:581] : INFO : Epoch 1606 | loss: 0.0311531 | val_loss: 0.0311727 | Time: 3905.65 ms [2022-01-21 22:10:19 main:581] : INFO : Epoch 1607 | loss: 0.0311515 | val_loss: 0.0311725 | Time: 4076.7 ms [2022-01-21 22:10:23 main:581] : INFO : Epoch 1608 | loss: 0.03115 | val_loss: 0.0311691 | Time: 4628.98 ms [2022-01-21 22:10:27 main:581] : INFO : Epoch 1609 | loss: 0.031149 | val_loss: 0.0311692 | Time: 3735.18 ms [2022-01-21 22:10:31 main:581] : INFO : Epoch 1610 | loss: 0.0311547 | val_loss: 0.0311754 | Time: 3541.96 ms [2022-01-21 22:10:36 main:581] : INFO : Epoch 1611 | loss: 0.0311549 | val_loss: 0.031174 | Time: 5065.5 ms [2022-01-21 22:10:40 main:581] : INFO : Epoch 1612 | loss: 0.0311523 | val_loss: 0.0311705 | Time: 4018.85 ms [2022-01-21 22:10:43 main:581] : INFO : Epoch 1613 | loss: 0.0311524 | val_loss: 0.031173 | Time: 3607.94 ms [2022-01-21 22:10:48 main:581] : INFO : Epoch 1614 | loss: 0.0311555 | val_loss: 0.0311727 | Time: 4788.9 ms [2022-01-21 22:10:52 main:581] : INFO : Epoch 1615 | loss: 0.0311538 | val_loss: 0.0311698 | Time: 4100.09 ms [2022-01-21 22:10:56 main:581] : INFO : Epoch 1616 | loss: 0.0311516 | val_loss: 0.0311744 | Time: 3838.78 ms [2022-01-21 22:11:00 main:581] : INFO : Epoch 1617 | loss: 0.0311485 | val_loss: 0.0311697 | Time: 4065.43 ms [2022-01-21 22:11:04 main:581] : INFO : Epoch 1618 | loss: 0.0311524 | val_loss: 0.0311717 | Time: 3726.92 ms [2022-01-21 22:11:09 main:581] : INFO : Epoch 1619 | loss: 0.0311574 | val_loss: 0.0311812 | Time: 4735.35 ms [2022-01-21 22:11:13 main:581] : INFO : Epoch 1620 | loss: 0.031157 | val_loss: 0.0311746 | Time: 3931.32 ms [2022-01-21 22:11:16 main:581] : INFO : Epoch 1621 | loss: 0.0311538 | val_loss: 0.0311671 | Time: 3288.73 ms [2022-01-21 22:11:21 main:581] : INFO : Epoch 1622 | loss: 0.0311522 | val_loss: 0.0311768 | Time: 4666.86 ms [2022-01-21 22:11:24 main:581] : INFO : Epoch 1623 | loss: 0.031156 | val_loss: 0.0311741 | Time: 3727.74 ms [2022-01-21 22:11:29 main:581] : INFO : Epoch 1624 | loss: 0.031152 | val_loss: 0.0311702 | Time: 4350.92 ms [2022-01-21 22:11:33 main:581] : INFO : Epoch 1625 | loss: 0.0311479 | val_loss: 0.0311655 | Time: 4570.8 ms [2022-01-21 22:11:38 main:581] : INFO : Epoch 1626 | loss: 0.0311483 | val_loss: 0.0311652 | Time: 4576.17 ms [2022-01-21 22:11:42 main:581] : INFO : Epoch 1627 | loss: 0.0311471 | val_loss: 0.031166 | Time: 4522.48 ms [2022-01-21 22:11:46 main:581] : INFO : Epoch 1628 | loss: 0.0311458 | val_loss: 0.0311673 | Time: 4197.74 ms [2022-01-21 22:11:50 main:581] : INFO : Epoch 1629 | loss: 0.0311505 | val_loss: 0.0311754 | Time: 3470.11 ms [2022-01-21 22:11:53 main:581] : INFO : Epoch 1630 | loss: 0.0311547 | val_loss: 0.0311688 | Time: 3016.25 ms [2022-01-21 22:11:56 main:581] : INFO : Epoch 1631 | loss: 0.0311511 | val_loss: 0.0311664 | Time: 3127.72 ms [2022-01-21 22:12:00 main:581] : INFO : Epoch 1632 | loss: 0.0311466 | val_loss: 0.0311659 | Time: 3913.43 ms [2022-01-21 22:12:04 main:581] : INFO : Epoch 1633 | loss: 0.0311453 | val_loss: 0.0311771 | Time: 3849.69 ms [2022-01-21 22:12:08 main:581] : INFO : Epoch 1634 | loss: 0.031148 | val_loss: 0.0311669 | Time: 4646.9 ms [2022-01-21 22:12:13 main:581] : INFO : Epoch 1635 | loss: 0.0311465 | val_loss: 0.0311667 | Time: 4523.13 ms [2022-01-21 22:12:16 main:581] : INFO : Epoch 1636 | loss: 0.0311448 | val_loss: 0.0311667 | Time: 3343.49 ms [2022-01-21 22:12:20 main:581] : INFO : Epoch 1637 | loss: 0.0311443 | val_loss: 0.0311728 | Time: 4001.75 ms [2022-01-21 22:12:24 main:581] : INFO : Epoch 1638 | loss: 0.0311475 | val_loss: 0.0311694 | Time: 3504.31 ms [2022-01-21 22:12:28 main:581] : INFO : Epoch 1639 | loss: 0.0311462 | val_loss: 0.031171 | Time: 4269.2 ms [2022-01-21 22:12:32 main:581] : INFO : Epoch 1640 | loss: 0.0311458 | val_loss: 0.0311689 | Time: 4338.04 ms [2022-01-21 22:12:36 main:581] : INFO : Epoch 1641 | loss: 0.0311444 | val_loss: 0.0311687 | Time: 3784.03 ms [2022-01-21 22:12:41 main:581] : INFO : Epoch 1642 | loss: 0.0311472 | val_loss: 0.0311679 | Time: 4386.75 ms [2022-01-21 22:12:44 main:581] : INFO : Epoch 1643 | loss: 0.0311463 | val_loss: 0.031168 | Time: 3636.03 ms [2022-01-21 22:12:48 main:581] : INFO : Epoch 1644 | loss: 0.0311465 | val_loss: 0.031172 | Time: 3992.6 ms [2022-01-21 22:12:53 main:581] : INFO : Epoch 1645 | loss: 0.0311481 | val_loss: 0.0311691 | Time: 4232.98 ms [2022-01-21 22:12:56 main:581] : INFO : Epoch 1646 | loss: 0.0311483 | val_loss: 0.0311721 | Time: 3738.97 ms [2022-01-21 22:13:00 main:581] : INFO : Epoch 1647 | loss: 0.0311545 | val_loss: 0.0311714 | Time: 4108.33 ms [2022-01-21 22:13:05 main:581] : INFO : Epoch 1648 | loss: 0.0311542 | val_loss: 0.0311727 | Time: 4198.3 ms [2022-01-21 22:13:10 main:581] : INFO : Epoch 1649 | loss: 0.0311517 | val_loss: 0.0311669 | Time: 5118.14 ms [2022-01-21 22:13:14 main:581] : INFO : Epoch 1650 | loss: 0.0311482 | val_loss: 0.0311722 | Time: 4015.56 ms [2022-01-21 22:13:18 main:581] : INFO : Epoch 1651 | loss: 0.0311473 | val_loss: 0.0311684 | Time: 4294.78 ms [2022-01-21 22:13:21 main:581] : INFO : Epoch 1652 | loss: 0.0311495 | val_loss: 0.0311725 | Time: 3394.08 ms [2022-01-21 22:13:25 main:581] : INFO : Epoch 1653 | loss: 0.0311441 | val_loss: 0.0311712 | Time: 3712.26 ms [2022-01-21 22:13:29 main:581] : INFO : Epoch 1654 | loss: 0.0311423 | val_loss: 0.0311682 | Time: 3935.97 ms [2022-01-21 22:13:34 main:581] : INFO : Epoch 1655 | loss: 0.031142 | val_loss: 0.0311758 | Time: 4720.27 ms [2022-01-21 22:13:38 main:581] : INFO : Epoch 1656 | loss: 0.0311449 | val_loss: 0.0311776 | Time: 4541.97 ms [2022-01-21 22:13:43 main:581] : INFO : Epoch 1657 | loss: 0.0311428 | val_loss: 0.0311674 | Time: 4735.73 ms [2022-01-21 22:13:48 main:581] : INFO : Epoch 1658 | loss: 0.0311445 | val_loss: 0.0311696 | Time: 4635.57 ms [2022-01-21 22:13:51 main:581] : INFO : Epoch 1659 | loss: 0.0311456 | val_loss: 0.0311658 | Time: 3573.93 ms [2022-01-21 22:13:55 main:581] : INFO : Epoch 1660 | loss: 0.0311446 | val_loss: 0.0311675 | Time: 3806.88 ms [2022-01-21 22:13:59 main:581] : INFO : Epoch 1661 | loss: 0.0311438 | val_loss: 0.031169 | Time: 3553.85 ms [2022-01-21 22:14:03 main:581] : INFO : Epoch 1662 | loss: 0.0311456 | val_loss: 0.0311743 | Time: 4731.72 ms [2022-01-21 22:14:07 main:581] : INFO : Epoch 1663 | loss: 0.031145 | val_loss: 0.0311694 | Time: 3667.55 ms [2022-01-21 22:14:11 main:581] : INFO : Epoch 1664 | loss: 0.0311441 | val_loss: 0.0311724 | Time: 3834.15 ms [2022-01-21 22:14:15 main:581] : INFO : Epoch 1665 | loss: 0.0311422 | val_loss: 0.0311738 | Time: 4557.14 ms [2022-01-21 22:14:20 main:581] : INFO : Epoch 1666 | loss: 0.0311471 | val_loss: 0.0311745 | Time: 4294.48 ms [2022-01-21 22:14:24 main:581] : INFO : Epoch 1667 | loss: 0.031144 | val_loss: 0.0311786 | Time: 4306.56 ms [2022-01-21 22:14:27 main:581] : INFO : Epoch 1668 | loss: 0.0311482 | val_loss: 0.0311824 | Time: 2777.12 ms [2022-01-21 22:14:30 main:581] : INFO : Epoch 1669 | loss: 0.0311566 | val_loss: 0.0311934 | Time: 3419.97 ms [2022-01-21 22:14:34 main:581] : INFO : Epoch 1670 | loss: 0.0311563 | val_loss: 0.031175 | Time: 3825.78 ms [2022-01-21 22:14:39 main:581] : INFO : Epoch 1671 | loss: 0.0311472 | val_loss: 0.0311749 | Time: 4658.11 ms [2022-01-21 22:14:44 main:581] : INFO : Epoch 1672 | loss: 0.0311482 | val_loss: 0.031173 | Time: 5044.72 ms [2022-01-21 22:14:48 main:581] : INFO : Epoch 1673 | loss: 0.0311418 | val_loss: 0.0311694 | Time: 4603.33 ms [2022-01-21 22:14:53 main:581] : INFO : Epoch 1674 | loss: 0.0311402 | val_loss: 0.0311725 | Time: 4155.61 ms [2022-01-21 22:14:56 main:581] : INFO : Epoch 1675 | loss: 0.0311447 | val_loss: 0.0311829 | Time: 3643.67 ms [2022-01-21 22:15:01 main:581] : INFO : Epoch 1676 | loss: 0.0311495 | val_loss: 0.0311745 | Time: 4395.57 ms [2022-01-21 22:15:05 main:581] : INFO : Epoch 1677 | loss: 0.0311533 | val_loss: 0.0311709 | Time: 3962.86 ms [2022-01-21 22:15:09 main:581] : INFO : Epoch 1678 | loss: 0.0311591 | val_loss: 0.0311709 | Time: 4298.84 ms [2022-01-21 22:15:13 main:581] : INFO : Epoch 1679 | loss: 0.031161 | val_loss: 0.0311741 | Time: 4630.09 ms [2022-01-21 22:15:18 main:581] : INFO : Epoch 1680 | loss: 0.031164 | val_loss: 0.0311822 | Time: 4240.98 ms [2022-01-21 22:15:22 main:581] : INFO : Epoch 1681 | loss: 0.0311816 | val_loss: 0.0311846 | Time: 4647.81 ms [2022-01-21 22:15:27 main:581] : INFO : Epoch 1682 | loss: 0.0311891 | val_loss: 0.031193 | Time: 4321.98 ms [2022-01-21 22:15:31 main:581] : INFO : Epoch 1683 | loss: 0.0311935 | val_loss: 0.0311854 | Time: 4057.9 ms [2022-01-21 22:15:34 main:581] : INFO : Epoch 1684 | loss: 0.0311842 | val_loss: 0.0311817 | Time: 3537.74 ms [2022-01-21 22:15:39 main:581] : INFO : Epoch 1685 | loss: 0.0311877 | val_loss: 0.03119 | Time: 4510.67 ms [2022-01-21 22:15:43 main:581] : INFO : Epoch 1686 | loss: 0.0311873 | val_loss: 0.0311973 | Time: 4050.44 ms [2022-01-21 22:15:47 main:581] : INFO : Epoch 1687 | loss: 0.0311843 | val_loss: 0.0311792 | Time: 4238.49 ms [2022-01-21 22:15:51 main:581] : INFO : Epoch 1688 | loss: 0.0311788 | val_loss: 0.0311772 | Time: 4281.65 ms [2022-01-21 22:15:55 main:581] : INFO : Epoch 1689 | loss: 0.0311791 | val_loss: 0.0311779 | Time: 3810.98 ms [2022-01-21 22:15:59 main:581] : INFO : Epoch 1690 | loss: 0.0311773 | val_loss: 0.0311816 | Time: 3474.25 ms [2022-01-21 22:16:02 main:581] : INFO : Epoch 1691 | loss: 0.0311777 | val_loss: 0.0311766 | Time: 3256.71 ms [2022-01-21 22:16:06 main:581] : INFO : Epoch 1692 | loss: 0.0311737 | val_loss: 0.0311757 | Time: 4246.92 ms [2022-01-21 22:16:11 main:581] : INFO : Epoch 1693 | loss: 0.0311725 | val_loss: 0.0311757 | Time: 4889.55 ms [2022-01-21 22:16:16 main:581] : INFO : Epoch 1694 | loss: 0.0311728 | val_loss: 0.0311762 | Time: 4737.24 ms [2022-01-21 22:16:19 main:581] : INFO : Epoch 1695 | loss: 0.0311733 | val_loss: 0.0311794 | Time: 3373.5 ms [2022-01-21 22:16:23 main:581] : INFO : Epoch 1696 | loss: 0.0311715 | val_loss: 0.0311795 | Time: 4043.53 ms [2022-01-21 22:16:27 main:581] : INFO : Epoch 1697 | loss: 0.0311736 | val_loss: 0.0311745 | Time: 4252.6 ms [2022-01-21 22:16:32 main:581] : INFO : Epoch 1698 | loss: 0.0311728 | val_loss: 0.0311755 | Time: 4394.4 ms [2022-01-21 22:16:36 main:581] : INFO : Epoch 1699 | loss: 0.0311742 | val_loss: 0.0311795 | Time: 4277.12 ms [2022-01-21 22:16:40 main:581] : INFO : Epoch 1700 | loss: 0.0311717 | val_loss: 0.0311739 | Time: 4130.08 ms [2022-01-21 22:16:44 main:581] : INFO : Epoch 1701 | loss: 0.0311718 | val_loss: 0.031177 | Time: 3872.58 ms [2022-01-21 22:16:49 main:581] : INFO : Epoch 1702 | loss: 0.0311699 | val_loss: 0.0311738 | Time: 4743.82 ms [2022-01-21 22:16:53 main:581] : INFO : Epoch 1703 | loss: 0.0311686 | val_loss: 0.0311731 | Time: 4541.78 ms [2022-01-21 22:16:57 main:581] : INFO : Epoch 1704 | loss: 0.0311686 | val_loss: 0.0311741 | Time: 3093.68 ms [2022-01-21 22:17:00 main:581] : INFO : Epoch 1705 | loss: 0.0311667 | val_loss: 0.0311731 | Time: 3296.71 ms [2022-01-21 22:17:04 main:581] : INFO : Epoch 1706 | loss: 0.0311681 | val_loss: 0.0311766 | Time: 4349.89 ms [2022-01-21 22:17:08 main:581] : INFO : Epoch 1707 | loss: 0.0311682 | val_loss: 0.0311763 | Time: 4045.49 ms [2022-01-21 22:17:12 main:581] : INFO : Epoch 1708 | loss: 0.0311674 | val_loss: 0.0311721 | Time: 3999.05 ms [2022-01-21 22:17:16 main:581] : INFO : Epoch 1709 | loss: 0.0311655 | val_loss: 0.0311713 | Time: 3989.13 ms [2022-01-21 22:17:21 main:581] : INFO : Epoch 1710 | loss: 0.0311695 | val_loss: 0.0311832 | Time: 4903.99 ms [2022-01-21 22:17:25 main:581] : INFO : Epoch 1711 | loss: 0.0311661 | val_loss: 0.0311711 | Time: 3538.44 ms [2022-01-21 22:17:29 main:581] : INFO : Epoch 1712 | loss: 0.031164 | val_loss: 0.031171 | Time: 4125.87 ms [2022-01-21 22:17:33 main:581] : INFO : Epoch 1713 | loss: 0.0311646 | val_loss: 0.0311722 | Time: 4555.98 ms [2022-01-21 22:17:37 main:581] : INFO : Epoch 1714 | loss: 0.0311661 | val_loss: 0.0311737 | Time: 3685.59 ms [2022-01-21 22:17:41 main:581] : INFO : Epoch 1715 | loss: 0.031164 | val_loss: 0.0311714 | Time: 4153.29 ms [2022-01-21 22:17:45 main:581] : INFO : Epoch 1716 | loss: 0.0311625 | val_loss: 0.0311738 | Time: 4195.75 ms [2022-01-21 22:17:49 main:581] : INFO : Epoch 1717 | loss: 0.0311623 | val_loss: 0.0311705 | Time: 3518.81 ms [2022-01-21 22:17:53 main:581] : INFO : Epoch 1718 | loss: 0.0311632 | val_loss: 0.0311713 | Time: 4214.69 ms [2022-01-21 22:17:57 main:581] : INFO : Epoch 1719 | loss: 0.0311626 | val_loss: 0.0311773 | Time: 4217.32 ms [2022-01-21 22:18:01 main:581] : INFO : Epoch 1720 | loss: 0.0311627 | val_loss: 0.0311738 | Time: 3423.43 ms [2022-01-21 22:18:05 main:581] : INFO : Epoch 1721 | loss: 0.0311626 | val_loss: 0.0311728 | Time: 4322.42 ms [2022-01-21 22:18:09 main:581] : INFO : Epoch 1722 | loss: 0.0311623 | val_loss: 0.0311715 | Time: 4305.48 ms [2022-01-21 22:18:14 main:581] : INFO : Epoch 1723 | loss: 0.0311614 | val_loss: 0.0311685 | Time: 4277.23 ms [2022-01-21 22:18:18 main:581] : INFO : Epoch 1724 | loss: 0.0311625 | val_loss: 0.0311718 | Time: 4321.71 ms [2022-01-21 22:18:23 main:581] : INFO : Epoch 1725 | loss: 0.0311616 | val_loss: 0.0311713 | Time: 4775.82 ms [2022-01-21 22:18:27 main:581] : INFO : Epoch 1726 | loss: 0.0311623 | val_loss: 0.0311712 | Time: 4303.02 ms [2022-01-21 22:18:32 main:581] : INFO : Epoch 1727 | loss: 0.0311616 | val_loss: 0.0311714 | Time: 4427.59 ms [2022-01-21 22:18:36 main:581] : INFO : Epoch 1728 | loss: 0.0311592 | val_loss: 0.0311717 | Time: 4201.57 ms [2022-01-21 22:18:40 main:581] : INFO : Epoch 1729 | loss: 0.0311606 | val_loss: 0.0311705 | Time: 4234.4 ms [2022-01-21 22:18:44 main:581] : INFO : Epoch 1730 | loss: 0.0311619 | val_loss: 0.0311741 | Time: 4151.16 ms [2022-01-21 22:18:49 main:581] : INFO : Epoch 1731 | loss: 0.0311613 | val_loss: 0.0311675 | Time: 4445.69 ms [2022-01-21 22:18:53 main:581] : INFO : Epoch 1732 | loss: 0.0311595 | val_loss: 0.0311714 | Time: 4381.5 ms [2022-01-21 22:18:57 main:581] : INFO : Epoch 1733 | loss: 0.0311602 | val_loss: 0.0311699 | Time: 4490.24 ms [2022-01-21 22:19:01 main:581] : INFO : Epoch 1734 | loss: 0.0311611 | val_loss: 0.0311715 | Time: 3816.85 ms [2022-01-21 22:19:05 main:581] : INFO : Epoch 1735 | loss: 0.0311609 | val_loss: 0.0311743 | Time: 3292.93 ms [2022-01-21 22:19:08 main:581] : INFO : Epoch 1736 | loss: 0.0311569 | val_loss: 0.0311696 | Time: 3539.57 ms [2022-01-21 22:19:12 main:581] : INFO : Epoch 1737 | loss: 0.0311596 | val_loss: 0.0311702 | Time: 3680.56 ms [2022-01-21 22:19:16 main:581] : INFO : Epoch 1738 | loss: 0.0311602 | val_loss: 0.0311745 | Time: 3965.63 ms [2022-01-21 22:19:20 main:581] : INFO : Epoch 1739 | loss: 0.0311615 | val_loss: 0.0311721 | Time: 4039.15 ms [2022-01-21 22:19:24 main:581] : INFO : Epoch 1740 | loss: 0.0311605 | val_loss: 0.0311729 | Time: 4487.93 ms [2022-01-21 22:19:29 main:581] : INFO : Epoch 1741 | loss: 0.0311586 | val_loss: 0.0311725 | Time: 5095.72 ms [2022-01-21 22:19:34 main:581] : INFO : Epoch 1742 | loss: 0.0311589 | val_loss: 0.0311719 | Time: 4637.03 ms [2022-01-21 22:19:38 main:581] : INFO : Epoch 1743 | loss: 0.0311594 | val_loss: 0.0311694 | Time: 3522.31 ms [2022-01-21 22:19:42 main:581] : INFO : Epoch 1744 | loss: 0.0311591 | val_loss: 0.0311717 | Time: 4087.65 ms [2022-01-21 22:19:44 main:581] : INFO : Epoch 1745 | loss: 0.0311579 | val_loss: 0.0311696 | Time: 2861.93 ms [2022-01-21 22:19:49 main:581] : INFO : Epoch 1746 | loss: 0.0311627 | val_loss: 0.0311706 | Time: 4503.7 ms [2022-01-21 22:19:54 main:581] : INFO : Epoch 1747 | loss: 0.0311637 | val_loss: 0.0311773 | Time: 4766.56 ms [2022-01-21 22:19:59 main:581] : INFO : Epoch 1748 | loss: 0.0311644 | val_loss: 0.0311728 | Time: 4782.63 ms [2022-01-21 22:20:03 main:581] : INFO : Epoch 1749 | loss: 0.0311599 | val_loss: 0.0311785 | Time: 4238.66 ms [2022-01-21 22:20:07 main:581] : INFO : Epoch 1750 | loss: 0.0311587 | val_loss: 0.0311715 | Time: 3805.89 ms [2022-01-21 22:20:10 main:581] : INFO : Epoch 1751 | loss: 0.0311588 | val_loss: 0.0311721 | Time: 3427.2 ms [2022-01-21 22:20:15 main:581] : INFO : Epoch 1752 | loss: 0.0311588 | val_loss: 0.0311697 | Time: 4888 ms [2022-01-21 22:20:19 main:581] : INFO : Epoch 1753 | loss: 0.031157 | val_loss: 0.0311715 | Time: 4477.05 ms [2022-01-21 22:20:24 main:581] : INFO : Epoch 1754 | loss: 0.0311661 | val_loss: 0.0311757 | Time: 4564.72 ms [2022-01-21 22:20:29 main:581] : INFO : Epoch 1755 | loss: 0.0311692 | val_loss: 0.0311675 | Time: 5052.58 ms [2022-01-21 22:20:33 main:581] : INFO : Epoch 1756 | loss: 0.0311648 | val_loss: 0.0311687 | Time: 4283.57 ms [2022-01-21 22:20:38 main:581] : INFO : Epoch 1757 | loss: 0.0311643 | val_loss: 0.0311696 | Time: 4590.54 ms [2022-01-21 22:20:42 main:581] : INFO : Epoch 1758 | loss: 0.0311658 | val_loss: 0.0311747 | Time: 3853.96 ms [2022-01-21 22:20:46 main:581] : INFO : Epoch 1759 | loss: 0.0311672 | val_loss: 0.031171 | Time: 4285.82 ms [2022-01-21 22:20:49 main:581] : INFO : Epoch 1760 | loss: 0.0311617 | val_loss: 0.0311673 | Time: 3340.77 ms [2022-01-21 22:20:52 main:581] : INFO : Epoch 1761 | loss: 0.031166 | val_loss: 0.031173 | Time: 3133.12 ms [2022-01-21 22:20:56 main:581] : INFO : Epoch 1762 | loss: 0.0311711 | val_loss: 0.0311773 | Time: 3489.14 ms [2022-01-21 22:21:00 main:581] : INFO : Epoch 1763 | loss: 0.031167 | val_loss: 0.0311697 | Time: 4234.03 ms [2022-01-21 22:21:05 main:581] : INFO : Epoch 1764 | loss: 0.0311617 | val_loss: 0.0311658 | Time: 4306.5 ms [2022-01-21 22:21:09 main:581] : INFO : Epoch 1765 | loss: 0.0311584 | val_loss: 0.0311665 | Time: 4378.66 ms [2022-01-21 22:21:14 main:581] : INFO : Epoch 1766 | loss: 0.0311642 | val_loss: 0.0311677 | Time: 4606.67 ms [2022-01-21 22:21:18 main:581] : INFO : Epoch 1767 | loss: 0.031166 | val_loss: 0.0311699 | Time: 4783.7 ms [2022-01-21 22:21:22 main:581] : INFO : Epoch 1768 | loss: 0.0311699 | val_loss: 0.0311718 | Time: 3914.38 ms [2022-01-21 22:21:26 main:581] : INFO : Epoch 1769 | loss: 0.0311657 | val_loss: 0.0311657 | Time: 4232.83 ms [2022-01-21 22:21:31 main:581] : INFO : Epoch 1770 | loss: 0.0311621 | val_loss: 0.0311661 | Time: 4576.73 ms [2022-01-21 22:21:36 main:581] : INFO : Epoch 1771 | loss: 0.0311614 | val_loss: 0.031164 | Time: 4559.75 ms [2022-01-21 22:21:39 main:581] : INFO : Epoch 1772 | loss: 0.0311607 | val_loss: 0.0311663 | Time: 3360.69 ms [2022-01-21 22:21:44 main:581] : INFO : Epoch 1773 | loss: 0.0311607 | val_loss: 0.0311704 | Time: 4943.54 ms [2022-01-21 22:21:48 main:581] : INFO : Epoch 1774 | loss: 0.0311645 | val_loss: 0.0311715 | Time: 4194.94 ms [2022-01-21 22:21:53 main:581] : INFO : Epoch 1775 | loss: 0.0311656 | val_loss: 0.0311725 | Time: 4555.43 ms [2022-01-21 22:21:56 main:581] : INFO : Epoch 1776 | loss: 0.0311672 | val_loss: 0.031176 | Time: 3844.65 ms [2022-01-21 22:22:00 main:581] : INFO : Epoch 1777 | loss: 0.0311698 | val_loss: 0.031174 | Time: 3506.38 ms [2022-01-21 22:22:04 main:581] : INFO : Epoch 1778 | loss: 0.0311593 | val_loss: 0.0311699 | Time: 3934.89 ms [2022-01-21 22:22:07 main:581] : INFO : Epoch 1779 | loss: 0.031157 | val_loss: 0.0311701 | Time: 3515.09 ms [2022-01-21 22:22:11 main:581] : INFO : Epoch 1780 | loss: 0.0311598 | val_loss: 0.0311693 | Time: 3348.12 ms [2022-01-21 22:22:14 main:581] : INFO : Epoch 1781 | loss: 0.0311575 | val_loss: 0.0311711 | Time: 3318.63 ms [2022-01-21 22:22:18 main:581] : INFO : Epoch 1782 | loss: 0.0311573 | val_loss: 0.0311672 | Time: 3632.46 ms [2022-01-21 22:22:21 main:581] : INFO : Epoch 1783 | loss: 0.0311589 | val_loss: 0.0311689 | Time: 3698.43 ms [2022-01-21 22:22:25 main:581] : INFO : Epoch 1784 | loss: 0.0311579 | val_loss: 0.031171 | Time: 3872.9 ms [2022-01-21 22:22:29 main:581] : INFO : Epoch 1785 | loss: 0.0311578 | val_loss: 0.0311685 | Time: 3563.81 ms [2022-01-21 22:22:33 main:581] : INFO : Epoch 1786 | loss: 0.0311589 | val_loss: 0.0311729 | Time: 4254.41 ms [2022-01-21 22:22:38 main:581] : INFO : Epoch 1787 | loss: 0.0311604 | val_loss: 0.0311693 | Time: 4385.16 ms [2022-01-21 22:22:41 main:581] : INFO : Epoch 1788 | loss: 0.0311574 | val_loss: 0.0311663 | Time: 3404.47 ms [2022-01-21 22:22:44 main:581] : INFO : Epoch 1789 | loss: 0.0311549 | val_loss: 0.0311662 | Time: 3301.79 ms [2022-01-21 22:22:49 main:581] : INFO : Epoch 1790 | loss: 0.0311532 | val_loss: 0.0311646 | Time: 4294.08 ms [2022-01-21 22:22:53 main:581] : INFO : Epoch 1791 | loss: 0.0311575 | val_loss: 0.0311662 | Time: 4808.26 ms [2022-01-21 22:22:58 main:581] : INFO : Epoch 1792 | loss: 0.0311592 | val_loss: 0.0311654 | Time: 4177.24 ms [2022-01-21 22:23:02 main:581] : INFO : Epoch 1793 | loss: 0.0311573 | val_loss: 0.0311719 | Time: 4943.3 ms [2022-01-21 22:23:07 main:581] : INFO : Epoch 1794 | loss: 0.03116 | val_loss: 0.0311764 | Time: 4190.09 ms [2022-01-21 22:23:10 main:581] : INFO : Epoch 1795 | loss: 0.0311562 | val_loss: 0.0311663 | Time: 3748.62 ms [2022-01-21 22:23:15 main:581] : INFO : Epoch 1796 | loss: 0.0311572 | val_loss: 0.0311727 | Time: 4090.9 ms [2022-01-21 22:23:18 main:581] : INFO : Epoch 1797 | loss: 0.0311553 | val_loss: 0.0311746 | Time: 3768.31 ms [2022-01-21 22:23:22 main:581] : INFO : Epoch 1798 | loss: 0.031155 | val_loss: 0.031169 | Time: 3960.67 ms [2022-01-21 22:23:26 main:581] : INFO : Epoch 1799 | loss: 0.0311524 | val_loss: 0.0311647 | Time: 4032.64 ms [2022-01-21 22:23:30 main:581] : INFO : Epoch 1800 | loss: 0.0311589 | val_loss: 0.0311733 | Time: 3707.5 ms [2022-01-21 22:23:34 main:581] : INFO : Epoch 1801 | loss: 0.0311621 | val_loss: 0.031166 | Time: 3945.47 ms [2022-01-21 22:23:37 main:581] : INFO : Epoch 1802 | loss: 0.0311572 | val_loss: 0.031166 | Time: 2786.56 ms [2022-01-21 22:23:40 main:581] : INFO : Epoch 1803 | loss: 0.0311541 | val_loss: 0.0311654 | Time: 3116.27 ms [2022-01-21 22:23:45 main:581] : INFO : Epoch 1804 | loss: 0.0311578 | val_loss: 0.0311712 | Time: 4772.17 ms [2022-01-21 22:23:49 main:581] : INFO : Epoch 1805 | loss: 0.031157 | val_loss: 0.031165 | Time: 4801.04 ms [2022-01-21 22:23:54 main:581] : INFO : Epoch 1806 | loss: 0.0311531 | val_loss: 0.0311652 | Time: 4372.84 ms [2022-01-21 22:23:58 main:581] : INFO : Epoch 1807 | loss: 0.031154 | val_loss: 0.0311637 | Time: 3840.96 ms [2022-01-21 22:24:01 main:581] : INFO : Epoch 1808 | loss: 0.0311525 | val_loss: 0.0311636 | Time: 3059.59 ms [2022-01-21 22:24:05 main:581] : INFO : Epoch 1809 | loss: 0.0311522 | val_loss: 0.0311611 | Time: 4083.74 ms [2022-01-21 22:24:08 main:581] : INFO : Epoch 1810 | loss: 0.0311528 | val_loss: 0.0311649 | Time: 3383.52 ms [2022-01-21 22:24:12 main:581] : INFO : Epoch 1811 | loss: 0.0311572 | val_loss: 0.031166 | Time: 4194.14 ms [2022-01-21 22:24:16 main:581] : INFO : Epoch 1812 | loss: 0.0311652 | val_loss: 0.0311664 | Time: 3595.15 ms [2022-01-21 22:24:20 main:581] : INFO : Epoch 1813 | loss: 0.0311664 | val_loss: 0.0311615 | Time: 4062.58 ms [2022-01-21 22:24:24 main:581] : INFO : Epoch 1814 | loss: 0.0311659 | val_loss: 0.0311669 | Time: 3721.63 ms [2022-01-21 22:24:28 main:581] : INFO : Epoch 1815 | loss: 0.0311676 | val_loss: 0.0311708 | Time: 3873.96 ms [2022-01-21 22:24:32 main:581] : INFO : Epoch 1816 | loss: 0.0311694 | val_loss: 0.0311681 | Time: 4506.41 ms [2022-01-21 22:24:36 main:581] : INFO : Epoch 1817 | loss: 0.0311676 | val_loss: 0.0311653 | Time: 4139.51 ms [2022-01-21 22:24:40 main:581] : INFO : Epoch 1818 | loss: 0.0311668 | val_loss: 0.0311651 | Time: 3440.52 ms [2022-01-21 22:24:44 main:581] : INFO : Epoch 1819 | loss: 0.0311646 | val_loss: 0.0311656 | Time: 3939.21 ms [2022-01-21 22:24:47 main:581] : INFO : Epoch 1820 | loss: 0.0311632 | val_loss: 0.0311627 | Time: 3762.26 ms [2022-01-21 22:24:52 main:581] : INFO : Epoch 1821 | loss: 0.0311664 | val_loss: 0.0311649 | Time: 4296.07 ms [2022-01-21 22:24:56 main:581] : INFO : Epoch 1822 | loss: 0.0311643 | val_loss: 0.0311668 | Time: 4145.44 ms [2022-01-21 22:25:00 main:581] : INFO : Epoch 1823 | loss: 0.0311674 | val_loss: 0.0311672 | Time: 3765.12 ms [2022-01-21 22:25:04 main:581] : INFO : Epoch 1824 | loss: 0.0311703 | val_loss: 0.0311651 | Time: 4772.67 ms [2022-01-21 22:25:09 main:581] : INFO : Epoch 1825 | loss: 0.0311638 | val_loss: 0.0311623 | Time: 4472.47 ms [2022-01-21 22:25:13 main:581] : INFO : Epoch 1826 | loss: 0.031159 | val_loss: 0.0311615 | Time: 4305.88 ms [2022-01-21 22:25:17 main:581] : INFO : Epoch 1827 | loss: 0.0311604 | val_loss: 0.0311655 | Time: 3429.64 ms [2022-01-21 22:25:20 main:581] : INFO : Epoch 1828 | loss: 0.0311598 | val_loss: 0.0311618 | Time: 3765.84 ms [2022-01-21 22:25:24 main:581] : INFO : Epoch 1829 | loss: 0.031159 | val_loss: 0.0311651 | Time: 4025.76 ms [2022-01-21 22:25:29 main:581] : INFO : Epoch 1830 | loss: 0.0311603 | val_loss: 0.031162 | Time: 4872.99 ms [2022-01-21 22:25:33 main:581] : INFO : Epoch 1831 | loss: 0.0311602 | val_loss: 0.0311676 | Time: 3736.32 ms [2022-01-21 22:25:37 main:581] : INFO : Epoch 1832 | loss: 0.0311583 | val_loss: 0.0311616 | Time: 3585.04 ms [2022-01-21 22:25:40 main:581] : INFO : Epoch 1833 | loss: 0.0311575 | val_loss: 0.0311602 | Time: 3372.69 ms [2022-01-21 22:25:45 main:581] : INFO : Epoch 1834 | loss: 0.0311622 | val_loss: 0.0311621 | Time: 4714.72 ms [2022-01-21 22:25:50 main:581] : INFO : Epoch 1835 | loss: 0.0311576 | val_loss: 0.0311599 | Time: 5066.4 ms [2022-01-21 22:25:54 main:581] : INFO : Epoch 1836 | loss: 0.0311591 | val_loss: 0.0311598 | Time: 4577.27 ms [2022-01-21 22:25:59 main:581] : INFO : Epoch 1837 | loss: 0.0311552 | val_loss: 0.0311603 | Time: 4177.46 ms [2022-01-21 22:26:03 main:581] : INFO : Epoch 1838 | loss: 0.0311541 | val_loss: 0.0311607 | Time: 4190.44 ms [2022-01-21 22:26:06 main:581] : INFO : Epoch 1839 | loss: 0.0311544 | val_loss: 0.0311608 | Time: 3517.61 ms [2022-01-21 22:26:10 main:581] : INFO : Epoch 1840 | loss: 0.0311538 | val_loss: 0.031162 | Time: 3823.4 ms [2022-01-21 22:26:15 main:581] : INFO : Epoch 1841 | loss: 0.0311531 | val_loss: 0.0311604 | Time: 4621.09 ms [2022-01-21 22:26:19 main:581] : INFO : Epoch 1842 | loss: 0.0311554 | val_loss: 0.0311614 | Time: 4436.22 ms [2022-01-21 22:26:24 main:581] : INFO : Epoch 1843 | loss: 0.0311554 | val_loss: 0.031163 | Time: 5003.72 ms [2022-01-21 22:26:29 main:581] : INFO : Epoch 1844 | loss: 0.0311566 | val_loss: 0.0311653 | Time: 4408.28 ms [2022-01-21 22:26:34 main:581] : INFO : Epoch 1845 | loss: 0.0311584 | val_loss: 0.0311616 | Time: 5037.55 ms [2022-01-21 22:26:38 main:581] : INFO : Epoch 1846 | loss: 0.0311572 | val_loss: 0.0311626 | Time: 4766.71 ms [2022-01-21 22:26:42 main:581] : INFO : Epoch 1847 | loss: 0.0311561 | val_loss: 0.0311602 | Time: 3807.66 ms [2022-01-21 22:26:47 main:581] : INFO : Epoch 1848 | loss: 0.0311554 | val_loss: 0.0311601 | Time: 4373 ms [2022-01-21 22:26:51 main:581] : INFO : Epoch 1849 | loss: 0.0311561 | val_loss: 0.0311619 | Time: 4051.34 ms [2022-01-21 22:26:55 main:581] : INFO : Epoch 1850 | loss: 0.0311593 | val_loss: 0.0311612 | Time: 4077.73 ms [2022-01-21 22:26:59 main:581] : INFO : Epoch 1851 | loss: 0.0311601 | val_loss: 0.0311621 | Time: 4404.22 ms [2022-01-21 22:27:04 main:581] : INFO : Epoch 1852 | loss: 0.031159 | val_loss: 0.0311607 | Time: 4905.19 ms [2022-01-21 22:27:08 main:581] : INFO : Epoch 1853 | loss: 0.031159 | val_loss: 0.0311642 | Time: 3966.56 ms [2022-01-21 22:27:12 main:581] : INFO : Epoch 1854 | loss: 0.0311546 | val_loss: 0.0311595 | Time: 3688.62 ms [2022-01-21 22:27:15 main:581] : INFO : Epoch 1855 | loss: 0.0311534 | val_loss: 0.0311607 | Time: 3715.53 ms [2022-01-21 22:27:19 main:581] : INFO : Epoch 1856 | loss: 0.0311533 | val_loss: 0.0311605 | Time: 3561.51 ms [2022-01-21 22:27:24 main:581] : INFO : Epoch 1857 | loss: 0.0311542 | val_loss: 0.0311626 | Time: 4704.35 ms [2022-01-21 22:27:28 main:581] : INFO : Epoch 1858 | loss: 0.031154 | val_loss: 0.0311603 | Time: 4824.77 ms [2022-01-21 22:27:32 main:581] : INFO : Epoch 1859 | loss: 0.0311562 | val_loss: 0.0311653 | Time: 3682.85 ms [2022-01-21 22:27:37 main:581] : INFO : Epoch 1860 | loss: 0.0311529 | val_loss: 0.0311593 | Time: 4411.13 ms [2022-01-21 22:27:41 main:581] : INFO : Epoch 1861 | loss: 0.0311507 | val_loss: 0.0311587 | Time: 4427 ms [2022-01-21 22:27:46 main:581] : INFO : Epoch 1862 | loss: 0.0311516 | val_loss: 0.0311637 | Time: 4812.44 ms [2022-01-21 22:27:51 main:581] : INFO : Epoch 1863 | loss: 0.031154 | val_loss: 0.0311567 | Time: 5228.39 ms [2022-01-21 22:27:55 main:581] : INFO : Epoch 1864 | loss: 0.0311534 | val_loss: 0.0311603 | Time: 3968.97 ms [2022-01-21 22:27:59 main:581] : INFO : Epoch 1865 | loss: 0.0311536 | val_loss: 0.0311596 | Time: 4161.45 ms [2022-01-21 22:28:04 main:581] : INFO : Epoch 1866 | loss: 0.0311539 | val_loss: 0.0311591 | Time: 4965.08 ms [2022-01-21 22:28:09 main:581] : INFO : Epoch 1867 | loss: 0.0311538 | val_loss: 0.0311632 | Time: 4394.96 ms [2022-01-21 22:28:12 main:581] : INFO : Epoch 1868 | loss: 0.0311538 | val_loss: 0.0311641 | Time: 3769.34 ms [2022-01-21 22:28:16 main:581] : INFO : Epoch 1869 | loss: 0.0311536 | val_loss: 0.0311595 | Time: 3965.92 ms [2022-01-21 22:28:20 main:581] : INFO : Epoch 1870 | loss: 0.0311492 | val_loss: 0.031161 | Time: 3874.01 ms [2022-01-21 22:28:24 main:581] : INFO : Epoch 1871 | loss: 0.0311499 | val_loss: 0.0311623 | Time: 4026.17 ms [2022-01-21 22:28:29 main:581] : INFO : Epoch 1872 | loss: 0.0311619 | val_loss: 0.0311621 | Time: 4908.16 ms [2022-01-21 22:28:34 main:581] : INFO : Epoch 1873 | loss: 0.0311615 | val_loss: 0.0311665 | Time: 4486.24 ms [2022-01-21 22:28:37 main:581] : INFO : Epoch 1874 | loss: 0.0311592 | val_loss: 0.0311595 | Time: 3852.5 ms [2022-01-21 22:28:42 main:581] : INFO : Epoch 1875 | loss: 0.031158 | val_loss: 0.0311629 | Time: 4734.75 ms [2022-01-21 22:28:46 main:581] : INFO : Epoch 1876 | loss: 0.0311572 | val_loss: 0.0311613 | Time: 4095.6 ms [2022-01-21 22:28:50 main:581] : INFO : Epoch 1877 | loss: 0.0311556 | val_loss: 0.0311591 | Time: 4138.1 ms [2022-01-21 22:28:54 main:581] : INFO : Epoch 1878 | loss: 0.0311552 | val_loss: 0.0311583 | Time: 3677.22 ms [2022-01-21 22:28:57 main:581] : INFO : Epoch 1879 | loss: 0.0311583 | val_loss: 0.0311655 | Time: 3326.17 ms [2022-01-21 22:29:01 main:581] : INFO : Epoch 1880 | loss: 0.0311585 | val_loss: 0.0311654 | Time: 3447.77 ms [2022-01-21 22:29:05 main:581] : INFO : Epoch 1881 | loss: 0.031156 | val_loss: 0.0311607 | Time: 4382.41 ms [2022-01-21 22:29:10 main:581] : INFO : Epoch 1882 | loss: 0.0311544 | val_loss: 0.0311639 | Time: 4634.87 ms [2022-01-21 22:29:15 main:581] : INFO : Epoch 1883 | loss: 0.0311553 | val_loss: 0.0311623 | Time: 4746.42 ms [2022-01-21 22:29:19 main:581] : INFO : Epoch 1884 | loss: 0.0311518 | val_loss: 0.031159 | Time: 4528.4 ms [2022-01-21 22:29:23 main:581] : INFO : Epoch 1885 | loss: 0.0311517 | val_loss: 0.0311632 | Time: 4004.4 ms [2022-01-21 22:29:26 main:581] : INFO : Epoch 1886 | loss: 0.0311508 | val_loss: 0.0311597 | Time: 3278.09 ms [2022-01-21 22:29:31 main:581] : INFO : Epoch 1887 | loss: 0.0311512 | val_loss: 0.031157 | Time: 4473.7 ms [2022-01-21 22:29:35 main:581] : INFO : Epoch 1888 | loss: 0.0311499 | val_loss: 0.0311595 | Time: 3894 ms [2022-01-21 22:29:39 main:581] : INFO : Epoch 1889 | loss: 0.0311487 | val_loss: 0.0311594 | Time: 3891.5 ms [2022-01-21 22:29:44 main:581] : INFO : Epoch 1890 | loss: 0.0311537 | val_loss: 0.0311717 | Time: 4834.33 ms [2022-01-21 22:29:48 main:581] : INFO : Epoch 1891 | loss: 0.0311518 | val_loss: 0.0311597 | Time: 4111.87 ms [2022-01-21 22:29:52 main:581] : INFO : Epoch 1892 | loss: 0.0311528 | val_loss: 0.0311584 | Time: 3960.54 ms [2022-01-21 22:29:56 main:581] : INFO : Epoch 1893 | loss: 0.0311568 | val_loss: 0.0311705 | Time: 4548.34 ms [2022-01-21 22:30:01 main:581] : INFO : Epoch 1894 | loss: 0.0311586 | val_loss: 0.031158 | Time: 4466.92 ms [2022-01-21 22:30:05 main:581] : INFO : Epoch 1895 | loss: 0.0311582 | val_loss: 0.0311637 | Time: 3939.67 ms [2022-01-21 22:30:07 main:581] : INFO : Epoch 1896 | loss: 0.0311575 | val_loss: 0.0311592 | Time: 2847.01 ms [2022-01-21 22:30:11 main:581] : INFO : Epoch 1897 | loss: 0.0311488 | val_loss: 0.0311579 | Time: 3540.6 ms [2022-01-21 22:30:15 main:581] : INFO : Epoch 1898 | loss: 0.0311485 | val_loss: 0.0311603 | Time: 3987.88 ms [2022-01-21 22:30:19 main:581] : INFO : Epoch 1899 | loss: 0.0311469 | val_loss: 0.0311575 | Time: 4520.59 ms [2022-01-21 22:30:24 main:581] : INFO : Epoch 1900 | loss: 0.0311472 | val_loss: 0.0311586 | Time: 4596.98 ms [2022-01-21 22:30:28 main:581] : INFO : Epoch 1901 | loss: 0.0311475 | val_loss: 0.0311578 | Time: 3903.56 ms [2022-01-21 22:30:32 main:581] : INFO : Epoch 1902 | loss: 0.0311482 | val_loss: 0.031157 | Time: 3779.16 ms [2022-01-21 22:30:36 main:581] : INFO : Epoch 1903 | loss: 0.0311472 | val_loss: 0.0311657 | Time: 4001.72 ms [2022-01-21 22:30:40 main:581] : INFO : Epoch 1904 | loss: 0.0311499 | val_loss: 0.031158 | Time: 4211.79 ms [2022-01-21 22:30:45 main:581] : INFO : Epoch 1905 | loss: 0.0311466 | val_loss: 0.0311642 | Time: 4576.61 ms [2022-01-21 22:30:49 main:581] : INFO : Epoch 1906 | loss: 0.031145 | val_loss: 0.0311589 | Time: 4590.7 ms [2022-01-21 22:30:54 main:581] : INFO : Epoch 1907 | loss: 0.0311459 | val_loss: 0.0311607 | Time: 4566.65 ms [2022-01-21 22:30:57 main:581] : INFO : Epoch 1908 | loss: 0.0311456 | val_loss: 0.0311576 | Time: 3322.16 ms [2022-01-21 22:31:01 main:581] : INFO : Epoch 1909 | loss: 0.0311461 | val_loss: 0.0311596 | Time: 4227.43 ms [2022-01-21 22:31:06 main:581] : INFO : Epoch 1910 | loss: 0.031146 | val_loss: 0.0311582 | Time: 4463.51 ms [2022-01-21 22:31:11 main:581] : INFO : Epoch 1911 | loss: 0.0311461 | val_loss: 0.0311607 | Time: 5158.24 ms [2022-01-21 22:31:15 main:581] : INFO : Epoch 1912 | loss: 0.0311437 | val_loss: 0.0311584 | Time: 3825.18 ms [2022-01-21 22:31:19 main:581] : INFO : Epoch 1913 | loss: 0.0311431 | val_loss: 0.0311617 | Time: 4091.7 ms [2022-01-21 22:31:23 main:581] : INFO : Epoch 1914 | loss: 0.0311446 | val_loss: 0.0311596 | Time: 4026.8 ms [2022-01-21 22:31:27 main:581] : INFO : Epoch 1915 | loss: 0.0311465 | val_loss: 0.0311594 | Time: 4156.36 ms [2022-01-21 22:31:31 main:581] : INFO : Epoch 1916 | loss: 0.0311432 | val_loss: 0.0311707 | Time: 4040.5 ms [2022-01-21 22:31:35 main:581] : INFO : Epoch 1917 | loss: 0.0311499 | val_loss: 0.0311712 | Time: 3878.72 ms [2022-01-21 22:31:39 main:581] : INFO : Epoch 1918 | loss: 0.0311538 | val_loss: 0.0311764 | Time: 4229.55 ms [2022-01-21 22:31:43 main:581] : INFO : Epoch 1919 | loss: 0.0311502 | val_loss: 0.0311633 | Time: 4093.67 ms [2022-01-21 22:31:47 main:581] : INFO : Epoch 1920 | loss: 0.0311425 | val_loss: 0.0311593 | Time: 3634.36 ms [2022-01-21 22:31:52 main:581] : INFO : Epoch 1921 | loss: 0.0311419 | val_loss: 0.0311556 | Time: 4785.82 ms [2022-01-21 22:31:55 main:581] : INFO : Epoch 1922 | loss: 0.0311428 | val_loss: 0.0311624 | Time: 3373.31 ms [2022-01-21 22:31:59 main:581] : INFO : Epoch 1923 | loss: 0.0311413 | val_loss: 0.0311569 | Time: 3791.74 ms [2022-01-21 22:32:03 main:581] : INFO : Epoch 1924 | loss: 0.0311415 | val_loss: 0.0311587 | Time: 3967.49 ms [2022-01-21 22:32:07 main:581] : INFO : Epoch 1925 | loss: 0.0311474 | val_loss: 0.0311639 | Time: 4332.52 ms [2022-01-21 22:32:12 main:581] : INFO : Epoch 1926 | loss: 0.0311541 | val_loss: 0.0311634 | Time: 4489.84 ms [2022-01-21 22:32:16 main:581] : INFO : Epoch 1927 | loss: 0.0311561 | val_loss: 0.031161 | Time: 4054.67 ms [2022-01-21 22:32:20 main:581] : INFO : Epoch 1928 | loss: 0.0311572 | val_loss: 0.0311782 | Time: 4032.65 ms [2022-01-21 22:32:25 main:581] : INFO : Epoch 1929 | loss: 0.031148 | val_loss: 0.0311626 | Time: 4842.28 ms [2022-01-21 22:32:28 main:581] : INFO : Epoch 1930 | loss: 0.0311476 | val_loss: 0.0311592 | Time: 3565.25 ms [2022-01-21 22:32:32 main:581] : INFO : Epoch 1931 | loss: 0.0311487 | val_loss: 0.0311602 | Time: 4115.4 ms [2022-01-21 22:32:36 main:581] : INFO : Epoch 1932 | loss: 0.0311484 | val_loss: 0.0311799 | Time: 3986.67 ms [2022-01-21 22:32:40 main:581] : INFO : Epoch 1933 | loss: 0.0311551 | val_loss: 0.0311643 | Time: 3773.43 ms [2022-01-21 22:32:45 main:581] : INFO : Epoch 1934 | loss: 0.0311471 | val_loss: 0.0311638 | Time: 4614.71 ms [2022-01-21 22:32:49 main:581] : INFO : Epoch 1935 | loss: 0.0311443 | val_loss: 0.0311597 | Time: 4405.79 ms [2022-01-21 22:32:53 main:581] : INFO : Epoch 1936 | loss: 0.0311457 | val_loss: 0.0311605 | Time: 3519.91 ms [2022-01-21 22:32:56 main:581] : INFO : Epoch 1937 | loss: 0.0311455 | val_loss: 0.031157 | Time: 3968.4 ms [2022-01-21 22:33:01 main:581] : INFO : Epoch 1938 | loss: 0.0311427 | val_loss: 0.0311573 | Time: 4329.67 ms [2022-01-21 22:33:05 main:581] : INFO : Epoch 1939 | loss: 0.0311452 | val_loss: 0.0311609 | Time: 4052.5 ms [2022-01-21 22:33:09 main:581] : INFO : Epoch 1940 | loss: 0.0311443 | val_loss: 0.0311603 | Time: 3839.28 ms [2022-01-21 22:33:12 main:581] : INFO : Epoch 1941 | loss: 0.0311442 | val_loss: 0.0311596 | Time: 3597.08 ms [2022-01-21 22:33:17 main:581] : INFO : Epoch 1942 | loss: 0.0311428 | val_loss: 0.0311586 | Time: 4323.19 ms [2022-01-21 22:33:21 main:581] : INFO : Epoch 1943 | loss: 0.0311421 | val_loss: 0.0311631 | Time: 4392.25 ms [2022-01-21 22:33:25 main:581] : INFO : Epoch 1944 | loss: 0.0311415 | val_loss: 0.0311642 | Time: 4315.38 ms [2022-01-21 22:33:31 main:581] : INFO : Epoch 1945 | loss: 0.0311439 | val_loss: 0.031157 | Time: 5339.38 ms [2022-01-21 22:33:35 main:581] : INFO : Epoch 1946 | loss: 0.031144 | val_loss: 0.0311586 | Time: 4108.36 ms [2022-01-21 22:33:40 main:581] : INFO : Epoch 1947 | loss: 0.0311411 | val_loss: 0.0311588 | Time: 4732.26 ms [2022-01-21 22:33:44 main:581] : INFO : Epoch 1948 | loss: 0.0311406 | val_loss: 0.0311605 | Time: 4648.26 ms [2022-01-21 22:33:48 main:581] : INFO : Epoch 1949 | loss: 0.0311393 | val_loss: 0.0311612 | Time: 3761.67 ms [2022-01-21 22:33:52 main:581] : INFO : Epoch 1950 | loss: 0.0311411 | val_loss: 0.0311608 | Time: 4172.31 ms [2022-01-21 22:33:56 main:581] : INFO : Epoch 1951 | loss: 0.0311417 | val_loss: 0.0311591 | Time: 4200.78 ms [2022-01-21 22:34:00 main:581] : INFO : Epoch 1952 | loss: 0.0311387 | val_loss: 0.0311573 | Time: 3619.77 ms [2022-01-21 22:34:04 main:581] : INFO : Epoch 1953 | loss: 0.0311371 | val_loss: 0.031162 | Time: 4252.49 ms [2022-01-21 22:34:08 main:581] : INFO : Epoch 1954 | loss: 0.0311373 | val_loss: 0.0311628 | Time: 3991.18 ms [2022-01-21 22:34:13 main:581] : INFO : Epoch 1955 | loss: 0.0311383 | val_loss: 0.0311581 | Time: 4552.93 ms [2022-01-21 22:34:16 main:581] : INFO : Epoch 1956 | loss: 0.0311387 | val_loss: 0.031159 | Time: 3381.49 ms [2022-01-21 22:34:20 main:581] : INFO : Epoch 1957 | loss: 0.0311373 | val_loss: 0.0311626 | Time: 4359.79 ms [2022-01-21 22:34:25 main:581] : INFO : Epoch 1958 | loss: 0.0311373 | val_loss: 0.0311576 | Time: 4344.29 ms [2022-01-21 22:34:30 main:581] : INFO : Epoch 1959 | loss: 0.0311371 | val_loss: 0.0311588 | Time: 4797.72 ms [2022-01-21 22:34:34 main:581] : INFO : Epoch 1960 | loss: 0.031136 | val_loss: 0.0311618 | Time: 4852.11 ms [2022-01-21 22:34:39 main:581] : INFO : Epoch 1961 | loss: 0.0311382 | val_loss: 0.0311606 | Time: 4514.88 ms [2022-01-21 22:34:42 main:581] : INFO : Epoch 1962 | loss: 0.031138 | val_loss: 0.0311705 | Time: 3261.35 ms [2022-01-21 22:34:46 main:581] : INFO : Epoch 1963 | loss: 0.0311385 | val_loss: 0.0311572 | Time: 3680.37 ms [2022-01-21 22:34:49 main:581] : INFO : Epoch 1964 | loss: 0.0311399 | val_loss: 0.0311631 | Time: 2819.33 ms [2022-01-21 22:34:52 main:581] : INFO : Epoch 1965 | loss: 0.0311412 | val_loss: 0.0311596 | Time: 3693.49 ms [2022-01-21 22:34:58 main:581] : INFO : Epoch 1966 | loss: 0.0311415 | val_loss: 0.0311612 | Time: 5068.17 ms [2022-01-21 22:35:01 main:581] : INFO : Epoch 1967 | loss: 0.0311447 | val_loss: 0.031157 | Time: 3353.94 ms [2022-01-21 22:35:05 main:581] : INFO : Epoch 1968 | loss: 0.0311416 | val_loss: 0.0311624 | Time: 4193.48 ms [2022-01-21 22:35:09 main:581] : INFO : Epoch 1969 | loss: 0.0311438 | val_loss: 0.0311577 | Time: 3689.62 ms [2022-01-21 22:35:13 main:581] : INFO : Epoch 1970 | loss: 0.0311417 | val_loss: 0.0311585 | Time: 3947.33 ms [2022-01-21 22:35:16 main:581] : INFO : Epoch 1971 | loss: 0.031143 | val_loss: 0.0311655 | Time: 3656.37 ms [2022-01-21 22:35:20 main:581] : INFO : Epoch 1972 | loss: 0.0311422 | val_loss: 0.0311621 | Time: 3466.65 ms [2022-01-21 22:35:25 main:581] : INFO : Epoch 1973 | loss: 0.0311404 | val_loss: 0.0311629 | Time: 4835.01 ms [2022-01-21 22:35:29 main:581] : INFO : Epoch 1974 | loss: 0.0311384 | val_loss: 0.0311603 | Time: 4268.44 ms [2022-01-21 22:35:33 main:581] : INFO : Epoch 1975 | loss: 0.0311394 | val_loss: 0.0311586 | Time: 4251.3 ms [2022-01-21 22:35:37 main:581] : INFO : Epoch 1976 | loss: 0.0311424 | val_loss: 0.0311625 | Time: 3519.29 ms [2022-01-21 22:35:40 main:581] : INFO : Epoch 1977 | loss: 0.0311428 | val_loss: 0.0311624 | Time: 3576.06 ms [2022-01-21 22:35:44 main:581] : INFO : Epoch 1978 | loss: 0.0311456 | val_loss: 0.0311698 | Time: 3989.65 ms [2022-01-21 22:35:48 main:581] : INFO : Epoch 1979 | loss: 0.0311441 | val_loss: 0.0311633 | Time: 4207.51 ms [2022-01-21 22:35:52 main:581] : INFO : Epoch 1980 | loss: 0.0311457 | val_loss: 0.0311659 | Time: 3661.15 ms [2022-01-21 22:35:57 main:581] : INFO : Epoch 1981 | loss: 0.031144 | val_loss: 0.031163 | Time: 4529.89 ms [2022-01-21 22:36:01 main:581] : INFO : Epoch 1982 | loss: 0.0311404 | val_loss: 0.0311677 | Time: 4735.09 ms [2022-01-21 22:36:06 main:581] : INFO : Epoch 1983 | loss: 0.0311416 | val_loss: 0.0311657 | Time: 4596.61 ms [2022-01-21 22:36:11 main:581] : INFO : Epoch 1984 | loss: 0.0311413 | val_loss: 0.0311609 | Time: 4488.95 ms [2022-01-21 22:36:15 main:581] : INFO : Epoch 1985 | loss: 0.0311407 | val_loss: 0.0311634 | Time: 4550.07 ms [2022-01-21 22:36:19 main:581] : INFO : Epoch 1986 | loss: 0.0311411 | val_loss: 0.0311692 | Time: 3981.44 ms [2022-01-21 22:36:23 main:581] : INFO : Epoch 1987 | loss: 0.0311417 | val_loss: 0.0311656 | Time: 4026.66 ms [2022-01-21 22:36:27 main:581] : INFO : Epoch 1988 | loss: 0.0311371 | val_loss: 0.0311676 | Time: 3913.04 ms [2022-01-21 22:36:30 main:581] : INFO : Epoch 1989 | loss: 0.0311383 | val_loss: 0.0311602 | Time: 3180.35 ms [2022-01-21 22:36:35 main:581] : INFO : Epoch 1990 | loss: 0.0311394 | val_loss: 0.031164 | Time: 4613.26 ms [2022-01-21 22:36:39 main:581] : INFO : Epoch 1991 | loss: 0.0311391 | val_loss: 0.0311594 | Time: 4678.29 ms [2022-01-21 22:36:44 main:581] : INFO : Epoch 1992 | loss: 0.0311418 | val_loss: 0.0311638 | Time: 4376.15 ms [2022-01-21 22:36:48 main:581] : INFO : Epoch 1993 | loss: 0.0311384 | val_loss: 0.0311624 | Time: 4523.52 ms [2022-01-21 22:36:52 main:581] : INFO : Epoch 1994 | loss: 0.03114 | val_loss: 0.0311624 | Time: 3301.99 ms [2022-01-21 22:36:55 main:581] : INFO : Epoch 1995 | loss: 0.0311372 | val_loss: 0.0311676 | Time: 3430.95 ms [2022-01-21 22:36:59 main:581] : INFO : Epoch 1996 | loss: 0.0311351 | val_loss: 0.0311736 | Time: 3977.13 ms [2022-01-21 22:37:03 main:581] : INFO : Epoch 1997 | loss: 0.0311411 | val_loss: 0.0311687 | Time: 3640.2 ms [2022-01-21 22:37:06 main:581] : INFO : Epoch 1998 | loss: 0.0311419 | val_loss: 0.0311786 | Time: 3255.88 ms [2022-01-21 22:37:10 main:581] : INFO : Epoch 1999 | loss: 0.0311398 | val_loss: 0.0311689 | Time: 3712.17 ms [2022-01-21 22:37:13 main:581] : INFO : Epoch 2000 | loss: 0.0311365 | val_loss: 0.0311703 | Time: 3443.41 ms [2022-01-21 22:37:17 main:581] : INFO : Epoch 2001 | loss: 0.0311371 | val_loss: 0.0311615 | Time: 3945.94 ms [2022-01-21 22:37:21 main:581] : INFO : Epoch 2002 | loss: 0.031146 | val_loss: 0.0311896 | Time: 3823.05 ms [2022-01-21 22:37:24 main:581] : INFO : Epoch 2003 | loss: 0.0311493 | val_loss: 0.031167 | Time: 2822.54 ms [2022-01-21 22:37:28 main:581] : INFO : Epoch 2004 | loss: 0.0311404 | val_loss: 0.0311609 | Time: 3816.25 ms [2022-01-21 22:37:31 main:581] : INFO : Epoch 2005 | loss: 0.03114 | val_loss: 0.0311707 | Time: 3793.08 ms [2022-01-21 22:37:35 main:581] : INFO : Epoch 2006 | loss: 0.031139 | val_loss: 0.0311624 | Time: 4058.63 ms [2022-01-21 22:37:39 main:581] : INFO : Epoch 2007 | loss: 0.0311385 | val_loss: 0.0311692 | Time: 3387.92 ms [2022-01-21 22:37:43 main:581] : INFO : Epoch 2008 | loss: 0.031143 | val_loss: 0.0311709 | Time: 3713.56 ms [2022-01-21 22:37:46 main:581] : INFO : Epoch 2009 | loss: 0.0311497 | val_loss: 0.0311693 | Time: 3716.27 ms [2022-01-21 22:37:51 main:581] : INFO : Epoch 2010 | loss: 0.0311412 | val_loss: 0.0311639 | Time: 4749.31 ms [2022-01-21 22:37:55 main:581] : INFO : Epoch 2011 | loss: 0.031139 | val_loss: 0.0311665 | Time: 4307.82 ms [2022-01-21 22:37:59 main:581] : INFO : Epoch 2012 | loss: 0.0311374 | val_loss: 0.0311603 | Time: 4050.16 ms [2022-01-21 22:38:04 main:581] : INFO : Epoch 2013 | loss: 0.0311394 | val_loss: 0.031163 | Time: 4828.26 ms [2022-01-21 22:38:07 main:581] : INFO : Epoch 2014 | loss: 0.0311382 | val_loss: 0.0311638 | Time: 3176.5 ms [2022-01-21 22:38:11 main:581] : INFO : Epoch 2015 | loss: 0.0311394 | val_loss: 0.0311626 | Time: 3873.94 ms [2022-01-21 22:38:15 main:581] : INFO : Epoch 2016 | loss: 0.031142 | val_loss: 0.031163 | Time: 4059.88 ms [2022-01-21 22:38:19 main:581] : INFO : Epoch 2017 | loss: 0.0311437 | val_loss: 0.031165 | Time: 3882.4 ms [2022-01-21 22:38:24 main:581] : INFO : Epoch 2018 | loss: 0.0311417 | val_loss: 0.0311657 | Time: 4422.59 ms [2022-01-21 22:38:28 main:581] : INFO : Epoch 2019 | loss: 0.0311398 | val_loss: 0.0311584 | Time: 4625.71 ms [2022-01-21 22:38:32 main:581] : INFO : Epoch 2020 | loss: 0.0311402 | val_loss: 0.0311662 | Time: 3729.91 ms [2022-01-21 22:38:35 main:581] : INFO : Epoch 2021 | loss: 0.0311432 | val_loss: 0.0311597 | Time: 3118.28 ms [2022-01-21 22:38:40 main:581] : INFO : Epoch 2022 | loss: 0.0311425 | val_loss: 0.0311644 | Time: 4698.31 ms [2022-01-21 22:38:44 main:581] : INFO : Epoch 2023 | loss: 0.0311404 | val_loss: 0.0311641 | Time: 4305.48 ms [2022-01-21 22:38:47 main:581] : INFO : Epoch 2024 | loss: 0.031142 | val_loss: 0.0311716 | Time: 3321.58 ms [2022-01-21 22:38:52 main:581] : INFO : Epoch 2025 | loss: 0.0311496 | val_loss: 0.0311808 | Time: 4545.52 ms [2022-01-21 22:38:56 main:581] : INFO : Epoch 2026 | loss: 0.0311453 | val_loss: 0.0311666 | Time: 3833.55 ms [2022-01-21 22:39:00 main:581] : INFO : Epoch 2027 | loss: 0.031144 | val_loss: 0.0311648 | Time: 4582.82 ms [2022-01-21 22:39:05 main:581] : INFO : Epoch 2028 | loss: 0.0311397 | val_loss: 0.0311658 | Time: 5036.6 ms [2022-01-21 22:39:09 main:581] : INFO : Epoch 2029 | loss: 0.0311392 | val_loss: 0.0311635 | Time: 3911.45 ms [2022-01-21 22:39:13 main:581] : INFO : Epoch 2030 | loss: 0.0311379 | val_loss: 0.0311633 | Time: 3916.11 ms [2022-01-21 22:39:17 main:581] : INFO : Epoch 2031 | loss: 0.0311366 | val_loss: 0.0311683 | Time: 4139.24 ms [2022-01-21 22:39:21 main:581] : INFO : Epoch 2032 | loss: 0.0311368 | val_loss: 0.0311694 | Time: 3596.87 ms [2022-01-21 22:39:24 main:581] : INFO : Epoch 2033 | loss: 0.0311401 | val_loss: 0.0311612 | Time: 3090.74 ms [2022-01-21 22:39:28 main:581] : INFO : Epoch 2034 | loss: 0.0311489 | val_loss: 0.0311664 | Time: 3708.13 ms [2022-01-21 22:39:32 main:581] : INFO : Epoch 2035 | loss: 0.0311447 | val_loss: 0.0311675 | Time: 4032.06 ms [2022-01-21 22:39:36 main:581] : INFO : Epoch 2036 | loss: 0.0311461 | val_loss: 0.0311665 | Time: 3878.84 ms [2022-01-21 22:39:39 main:581] : INFO : Epoch 2037 | loss: 0.0311495 | val_loss: 0.0311737 | Time: 3596.7 ms [2022-01-21 22:39:43 main:581] : INFO : Epoch 2038 | loss: 0.0311419 | val_loss: 0.0311681 | Time: 3525.6 ms [2022-01-21 22:39:47 main:581] : INFO : Epoch 2039 | loss: 0.0311397 | val_loss: 0.0311673 | Time: 4509.92 ms [2022-01-21 22:39:52 main:581] : INFO : Epoch 2040 | loss: 0.0311418 | val_loss: 0.0311677 | Time: 4430.43 ms [2022-01-21 22:39:56 main:581] : INFO : Epoch 2041 | loss: 0.0311437 | val_loss: 0.0311655 | Time: 3938.59 ms [2022-01-21 22:39:59 main:581] : INFO : Epoch 2042 | loss: 0.0311416 | val_loss: 0.0311752 | Time: 3682.33 ms [2022-01-21 22:40:04 main:581] : INFO : Epoch 2043 | loss: 0.0311385 | val_loss: 0.0311631 | Time: 4173.89 ms [2022-01-21 22:40:08 main:581] : INFO : Epoch 2044 | loss: 0.0311361 | val_loss: 0.031166 | Time: 4044.18 ms [2022-01-21 22:40:12 main:581] : INFO : Epoch 2045 | loss: 0.031135 | val_loss: 0.0311741 | Time: 3926.45 ms [2022-01-21 22:40:15 main:581] : INFO : Epoch 2046 | loss: 0.0311377 | val_loss: 0.0311725 | Time: 3872.41 ms [2022-01-21 22:40:19 main:581] : INFO : Epoch 2047 | loss: 0.0311375 | val_loss: 0.0311678 | Time: 3875.93 ms [2022-01-21 22:40:23 main:581] : INFO : Epoch 2048 | loss: 0.0311342 | val_loss: 0.031167 | Time: 3676.82 ms [2022-01-21 22:40:23 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031167 [2022-01-21 22:40:23 main:610] : INFO : Saving end state to config to file [2022-01-21 22:40:23 main:615] : INFO : Success, exiting.. 22:40:23 (97465): 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)