Task 14213471
| Name | ParityModified-1647042206-19389-3-0_0 |
| Workunit | 11272978 |
| Created | 1 Apr 2022, 22:04:04 UTC |
| Sent | 5 Apr 2022, 21:54:19 UTC |
| Report deadline | 13 Apr 2022, 21:54:19 UTC |
| Received | 11 Apr 2022, 14:36:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8379 |
| Run time | 2 hours 28 min 40 sec |
| CPU time | 2 hours 26 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,179.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311693 | val_loss: 0.0311678 | Time: 4262 ms
[2022-04-11 15:59:48 main:574] : INFO : Epoch 1543 | loss: 0.0311659 | val_loss: 0.0311652 | Time: 4368.46 ms
[2022-04-11 15:59:52 main:574] : INFO : Epoch 1544 | loss: 0.0311628 | val_loss: 0.0311661 | Time: 4339.21 ms
[2022-04-11 15:59:56 main:574] : INFO : Epoch 1545 | loss: 0.0311618 | val_loss: 0.0311666 | Time: 4331.56 ms
[2022-04-11 16:00:01 main:574] : INFO : Epoch 1546 | loss: 0.0311619 | val_loss: 0.0311651 | Time: 4264.38 ms
[2022-04-11 16:00:05 main:574] : INFO : Epoch 1547 | loss: 0.0311595 | val_loss: 0.0311687 | Time: 4264.47 ms
[2022-04-11 16:00:09 main:574] : INFO : Epoch 1548 | loss: 0.0311608 | val_loss: 0.0311638 | Time: 4311.32 ms
[2022-04-11 16:00:14 main:574] : INFO : Epoch 1549 | loss: 0.0311584 | val_loss: 0.0311629 | Time: 4296.14 ms
[2022-04-11 16:00:18 main:574] : INFO : Epoch 1550 | loss: 0.0311644 | val_loss: 0.0311704 | Time: 4288.13 ms
[2022-04-11 16:00:22 main:574] : INFO : Epoch 1551 | loss: 0.0311612 | val_loss: 0.0311659 | Time: 4330.07 ms
[2022-04-11 16:00:27 main:574] : INFO : Epoch 1552 | loss: 0.0311575 | val_loss: 0.0311624 | Time: 4341.24 ms
[2022-04-11 16:00:31 main:574] : INFO : Epoch 1553 | loss: 0.0311563 | val_loss: 0.0311636 | Time: 4360.64 ms
[2022-04-11 16:00:35 main:574] : INFO : Epoch 1554 | loss: 0.0311571 | val_loss: 0.0311642 | Time: 4308.27 ms
[2022-04-11 16:00:39 main:574] : INFO : Epoch 1555 | loss: 0.0311622 | val_loss: 0.0311701 | Time: 4292.85 ms
[2022-04-11 16:00:44 main:574] : INFO : Epoch 1556 | loss: 0.0311698 | val_loss: 0.0311714 | Time: 4289.1 ms
[2022-04-11 16:00:48 main:574] : INFO : Epoch 1557 | loss: 0.0311655 | val_loss: 0.0311693 | Time: 4321.56 ms
[2022-04-11 16:00:52 main:574] : INFO : Epoch 1558 | loss: 0.0311665 | val_loss: 0.0311704 | Time: 4276.88 ms
[2022-04-11 16:00:57 main:574] : INFO : Epoch 1559 | loss: 0.031165 | val_loss: 0.0311677 | Time: 4299.96 ms
[2022-04-11 16:01:01 main:574] : INFO : Epoch 1560 | loss: 0.0311627 | val_loss: 0.0311694 | Time: 4389.94 ms
[2022-04-11 16:01:05 main:574] : INFO : Epoch 1561 | loss: 0.0311617 | val_loss: 0.0311712 | Time: 4378.74 ms
[2022-04-11 16:01:10 main:574] : INFO : Epoch 1562 | loss: 0.0311636 | val_loss: 0.0311718 | Time: 4358.63 ms
[2022-04-11 16:01:14 main:574] : INFO : Epoch 1563 | loss: 0.031161 | val_loss: 0.0311715 | Time: 4372.21 ms
[2022-04-11 16:01:19 main:574] : INFO : Epoch 1564 | loss: 0.0311648 | val_loss: 0.0311685 | Time: 4296.57 ms
[2022-04-11 16:01:23 main:574] : INFO : Epoch 1565 | loss: 0.0311609 | val_loss: 0.0311689 | Time: 4321.53 ms
[2022-04-11 16:01:27 main:574] : INFO : Epoch 1566 | loss: 0.0311584 | val_loss: 0.0311684 | Time: 4337.46 ms
[2022-04-11 16:01:31 main:574] : INFO : Epoch 1567 | loss: 0.031161 | val_loss: 0.0311666 | Time: 4280.5 ms
[2022-04-11 16:01:36 main:574] : INFO : Epoch 1568 | loss: 0.0311586 | val_loss: 0.0311686 | Time: 4308.98 ms
[2022-04-11 16:01:40 main:574] : INFO : Epoch 1569 | loss: 0.0311587 | val_loss: 0.0311688 | Time: 4274.09 ms
[2022-04-11 16:01:44 main:574] : INFO : Epoch 1570 | loss: 0.031158 | val_loss: 0.0311691 | Time: 4352.49 ms
[2022-04-11 16:01:49 main:574] : INFO : Epoch 1571 | loss: 0.0311579 | val_loss: 0.0311673 | Time: 4328.51 ms
[2022-04-11 16:01:53 main:574] : INFO : Epoch 1572 | loss: 0.0311582 | val_loss: 0.0311666 | Time: 4347.66 ms
[2022-04-11 16:01:57 main:574] : INFO : Epoch 1573 | loss: 0.0311583 | val_loss: 0.0311668 | Time: 4278.81 ms
[2022-04-11 16:02:02 main:574] : INFO : Epoch 1574 | loss: 0.0311566 | val_loss: 0.0311679 | Time: 4311.12 ms
[2022-04-11 16:02:06 main:574] : INFO : Epoch 1575 | loss: 0.0311582 | val_loss: 0.0311672 | Time: 4300.44 ms
[2022-04-11 16:02:10 main:574] : INFO : Epoch 1576 | loss: 0.0311571 | val_loss: 0.0311696 | Time: 4302.55 ms
[2022-04-11 16:02:15 main:574] : INFO : Epoch 1577 | loss: 0.0311557 | val_loss: 0.0311652 | Time: 4312.18 ms
[2022-04-11 16:02:19 main:574] : INFO : Epoch 1578 | loss: 0.0311561 | val_loss: 0.0311666 | Time: 4246.25 ms
[2022-04-11 16:02:23 main:574] : INFO : Epoch 1579 | loss: 0.0311561 | val_loss: 0.0311678 | Time: 4322.45 ms
[2022-04-11 16:02:27 main:574] : INFO : Epoch 1580 | loss: 0.0311562 | val_loss: 0.0311677 | Time: 4285.71 ms
[2022-04-11 16:02:32 main:574] : INFO : Epoch 1581 | loss: 0.0311566 | val_loss: 0.0311676 | Time: 4284.55 ms
[2022-04-11 16:02:36 main:574] : INFO : Epoch 1582 | loss: 0.0311565 | val_loss: 0.0311697 | Time: 4394.34 ms
[2022-04-11 16:02:41 main:574] : INFO : Epoch 1583 | loss: 0.0311542 | val_loss: 0.0311677 | Time: 4336.67 ms
[2022-04-11 16:02:45 main:574] : INFO : Epoch 1584 | loss: 0.0311545 | val_loss: 0.0311702 | Time: 4319.17 ms
[2022-04-11 16:02:49 main:574] : INFO : Epoch 1585 | loss: 0.0311584 | val_loss: 0.0311698 | Time: 4289.6 ms
[2022-04-11 16:02:53 main:574] : INFO : Epoch 1586 | loss: 0.0311577 | val_loss: 0.0311708 | Time: 4250.25 ms
[2022-04-11 16:02:58 main:574] : INFO : Epoch 1587 | loss: 0.0311612 | val_loss: 0.0311705 | Time: 4303.54 ms
[2022-04-11 16:03:02 main:574] : INFO : Epoch 1588 | loss: 0.0311611 | val_loss: 0.031174 | Time: 4336.33 ms
[2022-04-11 16:03:06 main:574] : INFO : Epoch 1589 | loss: 0.0311615 | val_loss: 0.0311714 | Time: 4310.12 ms
[2022-04-11 16:03:11 main:574] : INFO : Epoch 1590 | loss: 0.0311616 | val_loss: 0.0311709 | Time: 4302.6 ms
[2022-04-11 16:03:15 main:574] : INFO : Epoch 1591 | loss: 0.0311621 | val_loss: 0.0311712 | Time: 4332.66 ms
[2022-04-11 16:03:19 main:574] : INFO : Epoch 1592 | loss: 0.0311626 | val_loss: 0.0311701 | Time: 4287.36 ms
[2022-04-11 16:03:24 main:574] : INFO : Epoch 1593 | loss: 0.0311605 | val_loss: 0.0311746 | Time: 4350.48 ms
[2022-04-11 16:03:28 main:574] : INFO : Epoch 1594 | loss: 0.0311602 | val_loss: 0.0311685 | Time: 4317.64 ms
[2022-04-11 16:03:32 main:574] : INFO : Epoch 1595 | loss: 0.0311581 | val_loss: 0.0311713 | Time: 4305.15 ms
[2022-04-11 16:03:37 main:574] : INFO : Epoch 1596 | loss: 0.0311579 | val_loss: 0.0311691 | Time: 4270.18 ms
[2022-04-11 16:03:41 main:574] : INFO : Epoch 1597 | loss: 0.0311597 | val_loss: 0.031169 | Time: 4360.15 ms
[2022-04-11 16:03:45 main:574] : INFO : Epoch 1598 | loss: 0.0311581 | val_loss: 0.0311687 | Time: 4336.02 ms
[2022-04-11 16:03:50 main:574] : INFO : Epoch 1599 | loss: 0.031157 | val_loss: 0.031168 | Time: 4287.11 ms
[2022-04-11 16:03:54 main:574] : INFO : Epoch 1600 | loss: 0.0311566 | val_loss: 0.0311693 | Time: 4336.81 ms
[2022-04-11 16:03:58 main:574] : INFO : Epoch 1601 | loss: 0.0311561 | val_loss: 0.0311694 | Time: 4287.26 ms
[2022-04-11 16:04:03 main:574] : INFO : Epoch 1602 | loss: 0.0311561 | val_loss: 0.031169 | Time: 4353.72 ms
[2022-04-11 16:04:07 main:574] : INFO : Epoch 1603 | loss: 0.0311576 | val_loss: 0.0311716 | Time: 4331.37 ms
[2022-04-11 16:04:11 main:574] : INFO : Epoch 1604 | loss: 0.031158 | val_loss: 0.0311693 | Time: 4289.1 ms
[2022-04-11 16:04:15 main:574] : INFO : Epoch 1605 | loss: 0.031157 | val_loss: 0.0311666 | Time: 4307.42 ms
[2022-04-11 16:04:20 main:574] : INFO : Epoch 1606 | loss: 0.0311547 | val_loss: 0.0311648 | Time: 4298.88 ms
[2022-04-11 16:04:24 main:574] : INFO : Epoch 1607 | loss: 0.0311545 | val_loss: 0.0311649 | Time: 4353.19 ms
[2022-04-11 16:04:28 main:574] : INFO : Epoch 1608 | loss: 0.0311534 | val_loss: 0.0311656 | Time: 4291.82 ms
[2022-04-11 16:04:33 main:574] : INFO : Epoch 1609 | loss: 0.031157 | val_loss: 0.0311664 | Time: 4330.82 ms
[2022-04-11 16:04:37 main:574] : INFO : Epoch 1610 | loss: 0.0311552 | val_loss: 0.031166 | Time: 4320.38 ms
[2022-04-11 16:04:41 main:574] : INFO : Epoch 1611 | loss: 0.0311555 | val_loss: 0.0311684 | Time: 4298.11 ms
[2022-04-11 16:04:46 main:574] : INFO : Epoch 1612 | loss: 0.0311552 | val_loss: 0.031166 | Time: 4316.37 ms
[2022-04-11 16:04:50 main:574] : INFO : Epoch 1613 | loss: 0.0311533 | val_loss: 0.0311654 | Time: 4298.21 ms
[2022-04-11 16:04:54 main:574] : INFO : Epoch 1614 | loss: 0.0311527 | val_loss: 0.0311652 | Time: 4330.43 ms
[2022-04-11 16:04:59 main:574] : INFO : Epoch 1615 | loss: 0.0311528 | val_loss: 0.0311671 | Time: 4282.86 ms
[2022-04-11 16:05:03 main:574] : INFO : Epoch 1616 | loss: 0.0311566 | val_loss: 0.0311781 | Time: 4320.61 ms
[2022-04-11 16:05:07 main:574] : INFO : Epoch 1617 | loss: 0.0311563 | val_loss: 0.0311665 | Time: 4335.74 ms
[2022-04-11 16:05:12 main:574] : INFO : Epoch 1618 | loss: 0.0311531 | val_loss: 0.0311648 | Time: 4346.65 ms
[2022-04-11 16:05:16 main:574] : INFO : Epoch 1619 | loss: 0.0311537 | val_loss: 0.031167 | Time: 4284.47 ms
[2022-04-11 16:05:20 main:574] : INFO : Epoch 1620 | loss: 0.0311546 | val_loss: 0.0311642 | Time: 4358.49 ms
[2022-04-11 16:05:25 main:574] : INFO : Epoch 1621 | loss: 0.0311561 | val_loss: 0.0311654 | Time: 4334.49 ms
[2022-04-11 16:05:29 main:574] : INFO : Epoch 1622 | loss: 0.031158 | val_loss: 0.0311632 | Time: 4266.52 ms
[2022-04-11 16:05:33 main:574] : INFO : Epoch 1623 | loss: 0.0311582 | val_loss: 0.0311671 | Time: 4286.85 ms
[2022-04-11 16:05:38 main:574] : INFO : Epoch 1624 | loss: 0.031159 | val_loss: 0.031165 | Time: 4315.38 ms
[2022-04-11 16:05:42 main:574] : INFO : Epoch 1625 | loss: 0.0311581 | val_loss: 0.0311648 | Time: 4283.04 ms
[2022-04-11 16:05:46 main:574] : INFO : Epoch 1626 | loss: 0.0311574 | val_loss: 0.0311647 | Time: 4313.82 ms
[2022-04-11 16:05:50 main:574] : INFO : Epoch 1627 | loss: 0.0311582 | val_loss: 0.0311675 | Time: 4275.9 ms
[2022-04-11 16:05:55 main:574] : INFO : Epoch 1628 | loss: 0.0311559 | val_loss: 0.031168 | Time: 4283.14 ms
[2022-04-11 16:05:59 main:574] : INFO : Epoch 1629 | loss: 0.0311546 | val_loss: 0.0311656 | Time: 4330.2 ms
[2022-04-11 16:06:03 main:574] : INFO : Epoch 1630 | loss: 0.0311533 | val_loss: 0.0311645 | Time: 4303.45 ms
[2022-04-11 16:06:08 main:574] : INFO : Epoch 1631 | loss: 0.0311538 | val_loss: 0.031167 | Time: 4358.54 ms
[2022-04-11 16:06:12 main:574] : INFO : Epoch 1632 | loss: 0.0311562 | val_loss: 0.0311677 | Time: 4273.83 ms
[2022-04-11 16:06:16 main:574] : INFO : Epoch 1633 | loss: 0.031157 | val_loss: 0.0311676 | Time: 4321.69 ms
[2022-04-11 16:06:21 main:574] : INFO : Epoch 1634 | loss: 0.0311594 | val_loss: 0.0311665 | Time: 4374.3 ms
[2022-04-11 16:06:25 main:574] : INFO : Epoch 1635 | loss: 0.031157 | val_loss: 0.03117 | Time: 4318.22 ms
[2022-04-11 16:06:29 main:574] : INFO : Epoch 1636 | loss: 0.0311582 | val_loss: 0.0311672 | Time: 4327.39 ms
[2022-04-11 16:06:34 main:574] : INFO : Epoch 1637 | loss: 0.0311558 | val_loss: 0.0311654 | Time: 4312.06 ms
[2022-04-11 16:06:38 main:574] : INFO : Epoch 1638 | loss: 0.0311557 | val_loss: 0.0311667 | Time: 4354.24 ms
[2022-04-11 16:06:42 main:574] : INFO : Epoch 1639 | loss: 0.0311555 | val_loss: 0.031169 | Time: 4300.73 ms
[2022-04-11 16:06:47 main:574] : INFO : Epoch 1640 | loss: 0.0311555 | val_loss: 0.0311674 | Time: 4311.35 ms
[2022-04-11 16:06:51 main:574] : INFO : Epoch 1641 | loss: 0.0311556 | val_loss: 0.0311665 | Time: 4325.39 ms
[2022-04-11 16:06:55 main:574] : INFO : Epoch 1642 | loss: 0.031156 | val_loss: 0.0311653 | Time: 4324.51 ms
[2022-04-11 16:07:00 main:574] : INFO : Epoch 1643 | loss: 0.0311563 | val_loss: 0.0311645 | Time: 4333.71 ms
[2022-04-11 16:07:04 main:574] : INFO : Epoch 1644 | loss: 0.0311571 | val_loss: 0.0311641 | Time: 4275.35 ms
[2022-04-11 16:07:08 main:574] : INFO : Epoch 1645 | loss: 0.031153 | val_loss: 0.0311651 | Time: 4372.29 ms
[2022-04-11 16:07:13 main:574] : INFO : Epoch 1646 | loss: 0.0311536 | val_loss: 0.031163 | Time: 4301.66 ms
[2022-04-11 16:07:17 main:574] : INFO : Epoch 1647 | loss: 0.0311532 | val_loss: 0.0311644 | Time: 4315.66 ms
[2022-04-11 16:07:21 main:574] : INFO : Epoch 1648 | loss: 0.031153 | val_loss: 0.0311641 | Time: 4305.45 ms
[2022-04-11 16:07:26 main:574] : INFO : Epoch 1649 | loss: 0.031153 | val_loss: 0.0311641 | Time: 4319.47 ms
[2022-04-11 16:07:30 main:574] : INFO : Epoch 1650 | loss: 0.0311514 | val_loss: 0.0311631 | Time: 4314.18 ms
[2022-04-11 16:07:34 main:574] : INFO : Epoch 1651 | loss: 0.0311523 | val_loss: 0.0311649 | Time: 4278.27 ms
[2022-04-11 16:07:38 main:574] : INFO : Epoch 1652 | loss: 0.0311507 | val_loss: 0.0311657 | Time: 4325.37 ms
[2022-04-11 16:07:43 main:574] : INFO : Epoch 1653 | loss: 0.0311506 | val_loss: 0.0311652 | Time: 4236.8 ms
[2022-04-11 16:07:47 main:574] : INFO : Epoch 1654 | loss: 0.0311521 | val_loss: 0.0311633 | Time: 4343.67 ms
[2022-04-11 16:07:51 main:574] : INFO : Epoch 1655 | loss: 0.0311522 | val_loss: 0.0311625 | Time: 4346.1 ms
[2022-04-11 16:07:56 main:574] : INFO : Epoch 1656 | loss: 0.0311533 | val_loss: 0.0311642 | Time: 4310.83 ms
[2022-04-11 16:08:00 main:574] : INFO : Epoch 1657 | loss: 0.0311533 | val_loss: 0.0311673 | Time: 4324.96 ms
[2022-04-11 16:08:04 main:574] : INFO : Epoch 1658 | loss: 0.0311531 | val_loss: 0.0311655 | Time: 4331.91 ms
[2022-04-11 16:08:09 main:574] : INFO : Epoch 1659 | loss: 0.0311529 | val_loss: 0.0311655 | Time: 4357.64 ms
[2022-04-11 16:08:13 main:574] : INFO : Epoch 1660 | loss: 0.0311536 | val_loss: 0.0311661 | Time: 4271.3 ms
[2022-04-11 16:08:17 main:574] : INFO : Epoch 1661 | loss: 0.0311523 | val_loss: 0.0311635 | Time: 4333.24 ms
[2022-04-11 16:08:22 main:574] : INFO : Epoch 1662 | loss: 0.0311496 | val_loss: 0.0311661 | Time: 4316.73 ms
[2022-04-11 16:08:26 main:574] : INFO : Epoch 1663 | loss: 0.03115 | val_loss: 0.0311635 | Time: 4348.22 ms
[2022-04-11 16:08:30 main:574] : INFO : Epoch 1664 | loss: 0.0311507 | val_loss: 0.0311618 | Time: 4310.82 ms
[2022-04-11 16:08:35 main:574] : INFO : Epoch 1665 | loss: 0.03115 | val_loss: 0.0311663 | Time: 4290.68 ms
[2022-04-11 16:08:39 main:574] : INFO : Epoch 1666 | loss: 0.0311499 | val_loss: 0.0311627 | Time: 4348.87 ms
[2022-04-11 16:08:43 main:574] : INFO : Epoch 1667 | loss: 0.0311502 | val_loss: 0.031163 | Time: 4307.33 ms
[2022-04-11 16:08:48 main:574] : INFO : Epoch 1668 | loss: 0.0311506 | val_loss: 0.0311632 | Time: 4310.51 ms
[2022-04-11 16:08:52 main:574] : INFO : Epoch 1669 | loss: 0.03115 | val_loss: 0.0311609 | Time: 4319.62 ms
[2022-04-11 16:08:56 main:574] : INFO : Epoch 1670 | loss: 0.0311502 | val_loss: 0.0311629 | Time: 4344.55 ms
[2022-04-11 16:09:01 main:574] : INFO : Epoch 1671 | loss: 0.0311489 | val_loss: 0.031161 | Time: 4355.32 ms
[2022-04-11 16:09:05 main:574] : INFO : Epoch 1672 | loss: 0.0311478 | val_loss: 0.0311627 | Time: 4332.28 ms
[2022-04-11 16:09:09 main:574] : INFO : Epoch 1673 | loss: 0.0311475 | val_loss: 0.0311608 | Time: 4308.55 ms
[2022-04-11 16:09:14 main:574] : INFO : Epoch 1674 | loss: 0.0311483 | val_loss: 0.0311642 | Time: 4329.6 ms
[2022-04-11 16:09:18 main:574] : INFO : Epoch 1675 | loss: 0.0311496 | val_loss: 0.0311667 | Time: 4281.3 ms
[2022-04-11 16:09:22 main:574] : INFO : Epoch 1676 | loss: 0.0311521 | val_loss: 0.0311618 | Time: 4352.3 ms
[2022-04-11 16:09:27 main:574] : INFO : Epoch 1677 | loss: 0.0311522 | val_loss: 0.0311644 | Time: 4282.48 ms
[2022-04-11 16:09:31 main:574] : INFO : Epoch 1678 | loss: 0.031152 | val_loss: 0.0311649 | Time: 4298.59 ms
[2022-04-11 16:09:35 main:574] : INFO : Epoch 1679 | loss: 0.0311527 | val_loss: 0.0311638 | Time: 4305.12 ms
[2022-04-11 16:09:40 main:574] : INFO : Epoch 1680 | loss: 0.0311498 | val_loss: 0.0311616 | Time: 4331.6 ms
[2022-04-11 16:09:44 main:574] : INFO : Epoch 1681 | loss: 0.0311488 | val_loss: 0.0311626 | Time: 4314.94 ms
[2022-04-11 16:09:48 main:574] : INFO : Epoch 1682 | loss: 0.0311508 | val_loss: 0.0311635 | Time: 4274.29 ms
[2022-04-11 16:09:52 main:574] : INFO : Epoch 1683 | loss: 0.0311489 | val_loss: 0.0311637 | Time: 4325.99 ms
[2022-04-11 16:09:57 main:574] : INFO : Epoch 1684 | loss: 0.0311489 | val_loss: 0.0311647 | Time: 4358.79 ms
[2022-04-11 16:10:01 main:574] : INFO : Epoch 1685 | loss: 0.0311505 | val_loss: 0.0311606 | Time: 4292.43 ms
[2022-04-11 16:10:05 main:574] : INFO : Epoch 1686 | loss: 0.0311498 | val_loss: 0.0311591 | Time: 4337.99 ms
[2022-04-11 16:10:10 main:574] : INFO : Epoch 1687 | loss: 0.0311493 | val_loss: 0.0311623 | Time: 4359.02 ms
[2022-04-11 16:10:14 main:574] : INFO : Epoch 1688 | loss: 0.0311476 | val_loss: 0.0311621 | Time: 4283.95 ms
[2022-04-11 16:10:18 main:574] : INFO : Epoch 1689 | loss: 0.0311478 | val_loss: 0.0311625 | Time: 4327.4 ms
[2022-04-11 16:10:23 main:574] : INFO : Epoch 1690 | loss: 0.0311494 | val_loss: 0.031166 | Time: 4292.21 ms
[2022-04-11 16:10:27 main:574] : INFO : Epoch 1691 | loss: 0.0311482 | val_loss: 0.0311611 | Time: 4323.78 ms
[2022-04-11 16:10:31 main:574] : INFO : Epoch 1692 | loss: 0.0311487 | val_loss: 0.0311617 | Time: 4284.01 ms
[2022-04-11 16:10:36 main:574] : INFO : Epoch 1693 | loss: 0.0311487 | val_loss: 0.031162 | Time: 4320.14 ms
[2022-04-11 16:10:40 main:574] : INFO : Epoch 1694 | loss: 0.0311497 | val_loss: 0.031165 | Time: 4340.08 ms
[2022-04-11 16:10:44 main:574] : INFO : Epoch 1695 | loss: 0.031152 | val_loss: 0.0311635 | Time: 4347.3 ms
[2022-04-11 16:10:49 main:574] : INFO : Epoch 1696 | loss: 0.0311505 | val_loss: 0.0311634 | Time: 4311.1 ms
[2022-04-11 16:10:53 main:574] : INFO : Epoch 1697 | loss: 0.0311488 | val_loss: 0.0311649 | Time: 4328.6 ms
[2022-04-11 16:10:57 main:574] : INFO : Epoch 1698 | loss: 0.0311493 | val_loss: 0.0311668 | Time: 4293.62 ms
[2022-04-11 16:11:02 main:574] : INFO : Epoch 1699 | loss: 0.0311513 | val_loss: 0.0311615 | Time: 4338.75 ms
[2022-04-11 16:11:06 main:574] : INFO : Epoch 1700 | loss: 0.0311499 | val_loss: 0.0311662 | Time: 4311.02 ms
[2022-04-11 16:11:10 main:574] : INFO : Epoch 1701 | loss: 0.0311525 | val_loss: 0.0311682 | Time: 4338.37 ms
[2022-04-11 16:11:15 main:574] : INFO : Epoch 1702 | loss: 0.0311513 | val_loss: 0.0311664 | Time: 4305.03 ms
[2022-04-11 16:11:19 main:574] : INFO : Epoch 1703 | loss: 0.031162 | val_loss: 0.0311683 | Time: 4316.32 ms
[2022-04-11 16:11:23 main:574] : INFO : Epoch 1704 | loss: 0.0311589 | val_loss: 0.0311647 | Time: 4335.95 ms
[2022-04-11 16:11:28 main:574] : INFO : Epoch 1705 | loss: 0.031158 | val_loss: 0.0311681 | Time: 4374.83 ms
[2022-04-11 16:11:32 main:574] : INFO : Epoch 1706 | loss: 0.0311573 | val_loss: 0.031165 | Time: 4302.39 ms
[2022-04-11 16:11:36 main:574] : INFO : Epoch 1707 | loss: 0.0311567 | val_loss: 0.0311639 | Time: 4313.78 ms
[2022-04-11 16:11:41 main:574] : INFO : Epoch 1708 | loss: 0.0311562 | val_loss: 0.031163 | Time: 4303.14 ms
[2022-04-11 16:11:45 main:574] : INFO : Epoch 1709 | loss: 0.0311576 | val_loss: 0.0311624 | Time: 4328.25 ms
[2022-04-11 16:11:49 main:574] : INFO : Epoch 1710 | loss: 0.0311554 | val_loss: 0.0311627 | Time: 4341.89 ms
[2022-04-11 16:11:54 main:574] : INFO : Epoch 1711 | loss: 0.0311545 | val_loss: 0.0311633 | Time: 4311.27 ms
[2022-04-11 16:11:58 main:574] : INFO : Epoch 1712 | loss: 0.0311542 | val_loss: 0.0311689 | Time: 4342.8 ms
[2022-04-11 16:12:02 main:574] : INFO : Epoch 1713 | loss: 0.0311571 | val_loss: 0.0311706 | Time: 4348.47 ms
[2022-04-11 16:12:07 main:574] : INFO : Epoch 1714 | loss: 0.0311562 | val_loss: 0.0311671 | Time: 4383.16 ms
[2022-04-11 16:12:11 main:574] : INFO : Epoch 1715 | loss: 0.0311553 | val_loss: 0.0311673 | Time: 4312.02 ms
[2022-04-11 16:12:15 main:574] : INFO : Epoch 1716 | loss: 0.0311541 | val_loss: 0.0311647 | Time: 4304.16 ms
[2022-04-11 16:12:20 main:574] : INFO : Epoch 1717 | loss: 0.0311531 | val_loss: 0.031165 | Time: 4294.33 ms
[2022-04-11 16:12:24 main:574] : INFO : Epoch 1718 | loss: 0.0311546 | val_loss: 0.0311687 | Time: 4308.47 ms
[2022-04-11 16:12:28 main:574] : INFO : Epoch 1719 | loss: 0.0311541 | val_loss: 0.0311643 | Time: 4295.95 ms
[2022-04-11 16:12:33 main:574] : INFO : Epoch 1720 | loss: 0.0311527 | val_loss: 0.0311637 | Time: 4292.92 ms
[2022-04-11 16:12:37 main:574] : INFO : Epoch 1721 | loss: 0.0311529 | val_loss: 0.0311632 | Time: 4294.8 ms
[2022-04-11 16:12:41 main:574] : INFO : Epoch 1722 | loss: 0.0311519 | val_loss: 0.0311639 | Time: 4306.52 ms
[2022-04-11 16:12:45 main:574] : INFO : Epoch 1723 | loss: 0.0311553 | val_loss: 0.0311691 | Time: 4278.24 ms
[2022-04-11 16:12:50 main:574] : INFO : Epoch 1724 | loss: 0.0311608 | val_loss: 0.0311679 | Time: 4352.75 ms
[2022-04-11 16:12:54 main:574] : INFO : Epoch 1725 | loss: 0.0311584 | val_loss: 0.0311669 | Time: 4396.25 ms
[2022-04-11 16:12:58 main:574] : INFO : Epoch 1726 | loss: 0.0311535 | val_loss: 0.0311667 | Time: 4288.81 ms
[2022-04-11 16:13:03 main:574] : INFO : Epoch 1727 | loss: 0.0311543 | val_loss: 0.0311638 | Time: 4327.59 ms
[2022-04-11 16:13:07 main:574] : INFO : Epoch 1728 | loss: 0.0311542 | val_loss: 0.0311663 | Time: 4288.79 ms
[2022-04-11 16:13:11 main:574] : INFO : Epoch 1729 | loss: 0.0311544 | val_loss: 0.0311654 | Time: 4376.65 ms
[2022-04-11 16:13:16 main:574] : INFO : Epoch 1730 | loss: 0.0311554 | val_loss: 0.0311643 | Time: 4273.45 ms
[2022-04-11 16:13:20 main:574] : INFO : Epoch 1731 | loss: 0.0311538 | val_loss: 0.0311638 | Time: 4286.03 ms
[2022-04-11 16:13:24 main:574] : INFO : Epoch 1732 | loss: 0.0311542 | val_loss: 0.0311639 | Time: 4288.36 ms
[2022-04-11 16:13:29 main:574] : INFO : Epoch 1733 | loss: 0.0311558 | val_loss: 0.0311638 | Time: 4347.05 ms
[2022-04-11 16:13:33 main:574] : INFO : Epoch 1734 | loss: 0.0311531 | val_loss: 0.0311652 | Time: 4339.67 ms
[2022-04-11 16:13:37 main:574] : INFO : Epoch 1735 | loss: 0.0311524 | val_loss: 0.0311578 | Time: 4304.89 ms
[2022-04-11 16:13:42 main:574] : INFO : Epoch 1736 | loss: 0.0311492 | val_loss: 0.0311596 | Time: 4295.69 ms
[2022-04-11 16:13:46 main:574] : INFO : Epoch 1737 | loss: 0.0311493 | val_loss: 0.0311578 | Time: 4268.35 ms
[2022-04-11 16:13:50 main:574] : INFO : Epoch 1738 | loss: 0.0311502 | val_loss: 0.0311583 | Time: 4316.62 ms
[2022-04-11 16:13:55 main:574] : INFO : Epoch 1739 | loss: 0.0311483 | val_loss: 0.0311579 | Time: 4300.27 ms
[2022-04-11 16:13:59 main:574] : INFO : Epoch 1740 | loss: 0.0311474 | val_loss: 0.0311588 | Time: 4287.51 ms
[2022-04-11 16:14:03 main:574] : INFO : Epoch 1741 | loss: 0.0311473 | val_loss: 0.0311584 | Time: 4263.8 ms
[2022-04-11 16:14:07 main:574] : INFO : Epoch 1742 | loss: 0.0311473 | val_loss: 0.0311589 | Time: 4363.3 ms
[2022-04-11 16:14:12 main:574] : INFO : Epoch 1743 | loss: 0.0311476 | val_loss: 0.0311624 | Time: 4301.3 ms
[2022-04-11 16:14:16 main:574] : INFO : Epoch 1744 | loss: 0.0311506 | val_loss: 0.0311617 | Time: 4291.63 ms
[2022-04-11 16:14:20 main:574] : INFO : Epoch 1745 | loss: 0.0311475 | val_loss: 0.0311598 | Time: 4302.62 ms
[2022-04-11 16:14:25 main:574] : INFO : Epoch 1746 | loss: 0.0311495 | val_loss: 0.0311575 | Time: 4298.94 ms
[2022-04-11 16:14:29 main:574] : INFO : Epoch 1747 | loss: 0.0311496 | val_loss: 0.0311613 | Time: 4273.49 ms
[2022-04-11 16:14:33 main:574] : INFO : Epoch 1748 | loss: 0.0311496 | val_loss: 0.0311578 | Time: 4267.28 ms
[2022-04-11 16:14:38 main:574] : INFO : Epoch 1749 | loss: 0.0311481 | val_loss: 0.0311626 | Time: 4295.07 ms
[2022-04-11 16:14:42 main:574] : INFO : Epoch 1750 | loss: 0.0311471 | val_loss: 0.031158 | Time: 4326.12 ms
[2022-04-11 16:14:46 main:574] : INFO : Epoch 1751 | loss: 0.0311461 | val_loss: 0.03116 | Time: 4273.54 ms
[2022-04-11 16:14:50 main:574] : INFO : Epoch 1752 | loss: 0.0311466 | val_loss: 0.0311584 | Time: 4331.03 ms
[2022-04-11 16:14:55 main:574] : INFO : Epoch 1753 | loss: 0.0311457 | val_loss: 0.0311579 | Time: 4327.11 ms
[2022-04-11 16:14:59 main:574] : INFO : Epoch 1754 | loss: 0.0311455 | val_loss: 0.0311577 | Time: 4355.11 ms
[2022-04-11 16:15:03 main:574] : INFO : Epoch 1755 | loss: 0.0311451 | val_loss: 0.0311596 | Time: 4303.14 ms
[2022-04-11 16:15:08 main:574] : INFO : Epoch 1756 | loss: 0.0311447 | val_loss: 0.0311597 | Time: 4295.15 ms
[2022-04-11 16:15:12 main:574] : INFO : Epoch 1757 | loss: 0.0311468 | val_loss: 0.0311611 | Time: 4277.12 ms
[2022-04-11 16:15:16 main:574] : INFO : Epoch 1758 | loss: 0.0311454 | val_loss: 0.0311551 | Time: 4297 ms
[2022-04-11 16:15:21 main:574] : INFO : Epoch 1759 | loss: 0.0311457 | val_loss: 0.0311579 | Time: 4339.76 ms
[2022-04-11 16:15:25 main:574] : INFO : Epoch 1760 | loss: 0.0311468 | val_loss: 0.0311585 | Time: 4292.52 ms
[2022-04-11 16:15:29 main:574] : INFO : Epoch 1761 | loss: 0.0311454 | val_loss: 0.0311575 | Time: 4293.53 ms
[2022-04-11 16:15:34 main:574] : INFO : Epoch 1762 | loss: 0.0311442 | val_loss: 0.0311578 | Time: 4292.93 ms
[2022-04-11 16:15:38 main:574] : INFO : Epoch 1763 | loss: 0.0311445 | val_loss: 0.0311581 | Time: 4318.85 ms
[2022-04-11 16:15:42 main:574] : INFO : Epoch 1764 | loss: 0.0311438 | val_loss: 0.0311567 | Time: 4309.91 ms
[2022-04-11 16:15:47 main:574] : INFO : Epoch 1765 | loss: 0.0311442 | val_loss: 0.0311592 | Time: 4348.12 ms
[2022-04-11 16:15:51 main:574] : INFO : Epoch 1766 | loss: 0.031146 | val_loss: 0.0311591 | Time: 4330.77 ms
[2022-04-11 16:15:55 main:574] : INFO : Epoch 1767 | loss: 0.0311459 | val_loss: 0.031161 | Time: 4236.82 ms
[2022-04-11 16:15:59 main:574] : INFO : Epoch 1768 | loss: 0.0311454 | val_loss: 0.0311609 | Time: 4301.49 ms
[2022-04-11 16:16:04 main:574] : INFO : Epoch 1769 | loss: 0.0311444 | val_loss: 0.0311586 | Time: 4332.1 ms
[2022-04-11 16:16:08 main:574] : INFO : Epoch 1770 | loss: 0.0311449 | val_loss: 0.0311615 | Time: 4283.13 ms
[2022-04-11 16:16:12 main:574] : INFO : Epoch 1771 | loss: 0.0311446 | val_loss: 0.0311607 | Time: 4346.11 ms
[2022-04-11 16:16:17 main:574] : INFO : Epoch 1772 | loss: 0.0311445 | val_loss: 0.0311603 | Time: 4313.24 ms
[2022-04-11 16:16:21 main:574] : INFO : Epoch 1773 | loss: 0.0311458 | val_loss: 0.0311618 | Time: 4243.94 ms
[2022-04-11 16:16:25 main:574] : INFO : Epoch 1774 | loss: 0.0311491 | val_loss: 0.0311617 | Time: 4329.31 ms
[2022-04-11 16:16:30 main:574] : INFO : Epoch 1775 | loss: 0.0311493 | val_loss: 0.0311652 | Time: 4259.02 ms
[2022-04-11 16:16:34 main:574] : INFO : Epoch 1776 | loss: 0.0311482 | val_loss: 0.0311643 | Time: 4328.12 ms
[2022-04-11 16:16:38 main:574] : INFO : Epoch 1777 | loss: 0.031147 | val_loss: 0.0311641 | Time: 4314.09 ms
[2022-04-11 16:16:43 main:574] : INFO : Epoch 1778 | loss: 0.0311464 | val_loss: 0.0311614 | Time: 4322.99 ms
[2022-04-11 16:16:47 main:574] : INFO : Epoch 1779 | loss: 0.0311469 | val_loss: 0.0311645 | Time: 4315.06 ms
[2022-04-11 16:16:51 main:574] : INFO : Epoch 1780 | loss: 0.0311475 | val_loss: 0.0311631 | Time: 4328.96 ms
[2022-04-11 16:16:56 main:574] : INFO : Epoch 1781 | loss: 0.0311472 | val_loss: 0.0311627 | Time: 4348.51 ms
[2022-04-11 16:17:00 main:574] : INFO : Epoch 1782 | loss: 0.031145 | val_loss: 0.0311595 | Time: 4336.31 ms
[2022-04-11 16:17:04 main:574] : INFO : Epoch 1783 | loss: 0.0311447 | val_loss: 0.0311602 | Time: 4378.97 ms
[2022-04-11 16:17:09 main:574] : INFO : Epoch 1784 | loss: 0.0311445 | val_loss: 0.0311591 | Time: 4364.35 ms
[2022-04-11 16:17:13 main:574] : INFO : Epoch 1785 | loss: 0.0311446 | val_loss: 0.0311583 | Time: 4346.28 ms
[2022-04-11 16:17:17 main:574] : INFO : Epoch 1786 | loss: 0.0311437 | val_loss: 0.0311591 | Time: 4301.13 ms
[2022-04-11 16:17:22 main:574] : INFO : Epoch 1787 | loss: 0.0311431 | val_loss: 0.0311584 | Time: 4279.12 ms
[2022-04-11 16:17:26 main:574] : INFO : Epoch 1788 | loss: 0.0311448 | val_loss: 0.0311596 | Time: 4347.36 ms
[2022-04-11 16:17:30 main:574] : INFO : Epoch 1789 | loss: 0.0311442 | val_loss: 0.0311595 | Time: 4346.24 ms
[2022-04-11 16:17:35 main:574] : INFO : Epoch 1790 | loss: 0.0311454 | val_loss: 0.0311629 | Time: 4311.47 ms
[2022-04-11 16:17:39 main:574] : INFO : Epoch 1791 | loss: 0.0311529 | val_loss: 0.0311659 | Time: 4281.51 ms
[2022-04-11 16:17:43 main:574] : INFO : Epoch 1792 | loss: 0.0311541 | val_loss: 0.0311673 | Time: 4268.85 ms
[2022-04-11 16:17:48 main:574] : INFO : Epoch 1793 | loss: 0.0311554 | val_loss: 0.0311688 | Time: 4316.49 ms
[2022-04-11 16:17:52 main:574] : INFO : Epoch 1794 | loss: 0.0311552 | val_loss: 0.0311629 | Time: 4282.5 ms
[2022-04-11 16:17:56 main:574] : INFO : Epoch 1795 | loss: 0.0311537 | val_loss: 0.031164 | Time: 4288.05 ms
[2022-04-11 16:18:00 main:574] : INFO : Epoch 1796 | loss: 0.0311527 | val_loss: 0.0311643 | Time: 4342.46 ms
[2022-04-11 16:18:05 main:574] : INFO : Epoch 1797 | loss: 0.031153 | val_loss: 0.0311656 | Time: 4307.3 ms
[2022-04-11 16:18:09 main:574] : INFO : Epoch 1798 | loss: 0.0311552 | val_loss: 0.0311646 | Time: 4335.94 ms
[2022-04-11 16:18:13 main:574] : INFO : Epoch 1799 | loss: 0.0311544 | val_loss: 0.0311638 | Time: 4308.92 ms
[2022-04-11 16:18:18 main:574] : INFO : Epoch 1800 | loss: 0.0311541 | val_loss: 0.0311622 | Time: 4284.46 ms
[2022-04-11 16:18:22 main:574] : INFO : Epoch 1801 | loss: 0.0311549 | val_loss: 0.0311631 | Time: 4309.48 ms
[2022-04-11 16:18:26 main:574] : INFO : Epoch 1802 | loss: 0.0311554 | val_loss: 0.0311632 | Time: 4364.36 ms
[2022-04-11 16:18:31 main:574] : INFO : Epoch 1803 | loss: 0.0311551 | val_loss: 0.0311617 | Time: 4327.72 ms
[2022-04-11 16:18:35 main:574] : INFO : Epoch 1804 | loss: 0.0311548 | val_loss: 0.031163 | Time: 4298.8 ms
[2022-04-11 16:18:39 main:574] : INFO : Epoch 1805 | loss: 0.0311533 | val_loss: 0.0311615 | Time: 4357.37 ms
[2022-04-11 16:18:44 main:574] : INFO : Epoch 1806 | loss: 0.0311534 | val_loss: 0.0311647 | Time: 4268.98 ms
[2022-04-11 16:18:48 main:574] : INFO : Epoch 1807 | loss: 0.0311524 | val_loss: 0.0311609 | Time: 4265.41 ms
[2022-04-11 16:18:52 main:574] : INFO : Epoch 1808 | loss: 0.0311513 | val_loss: 0.0311655 | Time: 4281.51 ms
[2022-04-11 16:18:57 main:574] : INFO : Epoch 1809 | loss: 0.0311522 | val_loss: 0.0311611 | Time: 4294.03 ms
[2022-04-11 16:19:01 main:574] : INFO : Epoch 1810 | loss: 0.0311504 | val_loss: 0.0311614 | Time: 4306.51 ms
[2022-04-11 16:19:05 main:574] : INFO : Epoch 1811 | loss: 0.0311519 | val_loss: 0.0311624 | Time: 4283.23 ms
[2022-04-11 16:19:09 main:574] : INFO : Epoch 1812 | loss: 0.0311526 | val_loss: 0.0311614 | Time: 4349.73 ms
[2022-04-11 16:19:14 main:574] : INFO : Epoch 1813 | loss: 0.0311528 | val_loss: 0.0311619 | Time: 4313.99 ms
[2022-04-11 16:19:18 main:574] : INFO : Epoch 1814 | loss: 0.0311523 | val_loss: 0.031167 | Time: 4328.01 ms
[2022-04-11 16:19:22 main:574] : INFO : Epoch 1815 | loss: 0.0311547 | val_loss: 0.0311633 | Time: 4304.22 ms
[2022-04-11 16:19:27 main:574] : INFO : Epoch 1816 | loss: 0.0311523 | val_loss: 0.0311663 | Time: 4293.39 ms
[2022-04-11 16:19:31 main:574] : INFO : Epoch 1817 | loss: 0.0311525 | val_loss: 0.0311626 | Time: 4281.44 ms
[2022-04-11 16:19:35 main:574] : INFO : Epoch 1818 | loss: 0.0311517 | val_loss: 0.0311643 | Time: 4276.46 ms
[2022-04-11 16:19:40 main:574] : INFO : Epoch 1819 | loss: 0.0311523 | val_loss: 0.031165 | Time: 4319.84 ms
[2022-04-11 16:19:44 main:574] : INFO : Epoch 1820 | loss: 0.0311534 | val_loss: 0.0311656 | Time: 4342.64 ms
[2022-04-11 16:19:48 main:574] : INFO : Epoch 1821 | loss: 0.0311509 | val_loss: 0.0311624 | Time: 4361.29 ms
[2022-04-11 16:19:53 main:574] : INFO : Epoch 1822 | loss: 0.0311514 | val_loss: 0.0311628 | Time: 4286.59 ms
[2022-04-11 16:19:57 main:574] : INFO : Epoch 1823 | loss: 0.0311512 | val_loss: 0.0311651 | Time: 4329.09 ms
[2022-04-11 16:20:01 main:574] : INFO : Epoch 1824 | loss: 0.0311496 | val_loss: 0.031161 | Time: 4284 ms
[2022-04-11 16:20:06 main:574] : INFO : Epoch 1825 | loss: 0.0311519 | val_loss: 0.0311633 | Time: 4297.79 ms
[2022-04-11 16:20:10 main:574] : INFO : Epoch 1826 | loss: 0.0311545 | val_loss: 0.0311675 | Time: 4385.31 ms
[2022-04-11 16:20:14 main:574] : INFO : Epoch 1827 | loss: 0.031152 | val_loss: 0.0311613 | Time: 4290.87 ms
[2022-04-11 16:20:19 main:574] : INFO : Epoch 1828 | loss: 0.0311497 | val_loss: 0.0311594 | Time: 4298.02 ms
[2022-04-11 16:20:23 main:574] : INFO : Epoch 1829 | loss: 0.0311483 | val_loss: 0.0311606 | Time: 4352.64 ms
[2022-04-11 16:20:27 main:574] : INFO : Epoch 1830 | loss: 0.031149 | val_loss: 0.0311628 | Time: 4345.44 ms
[2022-04-11 16:20:32 main:574] : INFO : Epoch 1831 | loss: 0.0311474 | val_loss: 0.0311631 | Time: 4344.95 ms
[2022-04-11 16:20:36 main:574] : INFO : Epoch 1832 | loss: 0.0311469 | val_loss: 0.0311611 | Time: 4346.26 ms
[2022-04-11 16:20:40 main:574] : INFO : Epoch 1833 | loss: 0.0311487 | val_loss: 0.0311652 | Time: 4282.3 ms
[2022-04-11 16:20:45 main:574] : INFO : Epoch 1834 | loss: 0.0311473 | val_loss: 0.0311626 | Time: 4331.16 ms
[2022-04-11 16:20:49 main:574] : INFO : Epoch 1835 | loss: 0.0311464 | val_loss: 0.0311689 | Time: 4265.67 ms
[2022-04-11 16:20:53 main:574] : INFO : Epoch 1836 | loss: 0.0311473 | val_loss: 0.0311626 | Time: 4291.53 ms
[2022-04-11 16:20:57 main:574] : INFO : Epoch 1837 | loss: 0.0311532 | val_loss: 0.031163 | Time: 4317.28 ms
[2022-04-11 16:21:02 main:574] : INFO : Epoch 1838 | loss: 0.0311509 | val_loss: 0.0311626 | Time: 4414.69 ms
[2022-04-11 16:21:06 main:574] : INFO : Epoch 1839 | loss: 0.0311497 | val_loss: 0.0311618 | Time: 4361.63 ms
[2022-04-11 16:21:11 main:574] : INFO : Epoch 1840 | loss: 0.0311476 | val_loss: 0.0311608 | Time: 4296.53 ms
[2022-04-11 16:21:15 main:574] : INFO : Epoch 1841 | loss: 0.0311462 | val_loss: 0.0311607 | Time: 4354.99 ms
[2022-04-11 16:21:19 main:574] : INFO : Epoch 1842 | loss: 0.0311471 | val_loss: 0.0311605 | Time: 4343.68 ms
[2022-04-11 16:21:24 main:574] : INFO : Epoch 1843 | loss: 0.031148 | val_loss: 0.0311581 | Time: 4325.09 ms
[2022-04-11 16:21:28 main:574] : INFO : Epoch 1844 | loss: 0.0311455 | val_loss: 0.0311603 | Time: 4346.3 ms
[2022-04-11 16:21:32 main:574] : INFO : Epoch 1845 | loss: 0.0311445 | val_loss: 0.0311641 | Time: 4313.39 ms
[2022-04-11 16:21:37 main:574] : INFO : Epoch 1846 | loss: 0.0311458 | val_loss: 0.0311618 | Time: 4310.3 ms
[2022-04-11 16:21:41 main:574] : INFO : Epoch 1847 | loss: 0.0311453 | val_loss: 0.0311594 | Time: 4284.11 ms
[2022-04-11 16:21:45 main:574] : INFO : Epoch 1848 | loss: 0.0311461 | val_loss: 0.0311588 | Time: 4374.97 ms
[2022-04-11 16:21:50 main:574] : INFO : Epoch 1849 | loss: 0.0311449 | val_loss: 0.0311588 | Time: 4342 ms
[2022-04-11 16:21:54 main:574] : INFO : Epoch 1850 | loss: 0.0311462 | val_loss: 0.0311652 | Time: 4370.09 ms
[2022-04-11 16:21:58 main:574] : INFO : Epoch 1851 | loss: 0.0311463 | val_loss: 0.0311644 | Time: 4343.23 ms
[2022-04-11 16:22:03 main:574] : INFO : Epoch 1852 | loss: 0.0311451 | val_loss: 0.0311589 | Time: 4370.42 ms
[2022-04-11 16:22:07 main:574] : INFO : Epoch 1853 | loss: 0.0311423 | val_loss: 0.0311606 | Time: 4311.83 ms
[2022-04-11 16:22:11 main:574] : INFO : Epoch 1854 | loss: 0.0311424 | val_loss: 0.031161 | Time: 4316.51 ms
[2022-04-11 16:22:16 main:574] : INFO : Epoch 1855 | loss: 0.0311422 | val_loss: 0.031161 | Time: 4336.2 ms
[2022-04-11 16:22:20 main:574] : INFO : Epoch 1856 | loss: 0.0311442 | val_loss: 0.0311597 | Time: 4385.65 ms
[2022-04-11 16:22:24 main:574] : INFO : Epoch 1857 | loss: 0.0311438 | val_loss: 0.0311636 | Time: 4270.31 ms
[2022-04-11 16:22:29 main:574] : INFO : Epoch 1858 | loss: 0.0311424 | val_loss: 0.0311612 | Time: 4353.64 ms
[2022-04-11 16:22:33 main:574] : INFO : Epoch 1859 | loss: 0.0311433 | val_loss: 0.0311578 | Time: 4224.13 ms
[2022-04-11 16:22:37 main:574] : INFO : Epoch 1860 | loss: 0.0311439 | val_loss: 0.0311587 | Time: 4369.72 ms
[2022-04-11 16:22:42 main:574] : INFO : Epoch 1861 | loss: 0.0311418 | val_loss: 0.0311592 | Time: 4329.47 ms
[2022-04-11 16:22:46 main:574] : INFO : Epoch 1862 | loss: 0.0311406 | val_loss: 0.0311584 | Time: 4314.56 ms
[2022-04-11 16:22:50 main:574] : INFO : Epoch 1863 | loss: 0.0311428 | val_loss: 0.0311599 | Time: 4341.71 ms
[2022-04-11 16:22:55 main:574] : INFO : Epoch 1864 | loss: 0.0311464 | val_loss: 0.0311652 | Time: 4329.09 ms
[2022-04-11 16:22:59 main:574] : INFO : Epoch 1865 | loss: 0.0311519 | val_loss: 0.0311605 | Time: 4279.74 ms
[2022-04-11 16:23:03 main:574] : INFO : Epoch 1866 | loss: 0.0311524 | val_loss: 0.0311624 | Time: 4310.25 ms
[2022-04-11 16:23:08 main:574] : INFO : Epoch 1867 | loss: 0.0311519 | val_loss: 0.0311577 | Time: 4352.48 ms
[2022-04-11 16:23:12 main:574] : INFO : Epoch 1868 | loss: 0.0311513 | val_loss: 0.0311592 | Time: 4276.21 ms
[2022-04-11 16:23:16 main:574] : INFO : Epoch 1869 | loss: 0.0311507 | val_loss: 0.031163 | Time: 4287.8 ms
[2022-04-11 16:23:20 main:574] : INFO : Epoch 1870 | loss: 0.0311508 | val_loss: 0.0311588 | Time: 4307.47 ms
[2022-04-11 16:23:25 main:574] : INFO : Epoch 1871 | loss: 0.0311494 | val_loss: 0.0311575 | Time: 4334.69 ms
[2022-04-11 16:23:29 main:574] : INFO : Epoch 1872 | loss: 0.031149 | val_loss: 0.0311605 | Time: 4317.92 ms
[2022-04-11 16:23:33 main:574] : INFO : Epoch 1873 | loss: 0.0311477 | val_loss: 0.0311584 | Time: 4285.97 ms
[2022-04-11 16:23:38 main:574] : INFO : Epoch 1874 | loss: 0.0311476 | val_loss: 0.0311595 | Time: 4342.04 ms
[2022-04-11 16:23:42 main:574] : INFO : Epoch 1875 | loss: 0.0311486 | val_loss: 0.0311668 | Time: 4285.05 ms
[2022-04-11 16:23:46 main:574] : INFO : Epoch 1876 | loss: 0.0311486 | val_loss: 0.031158 | Time: 4307.07 ms
[2022-04-11 16:23:51 main:574] : INFO : Epoch 1877 | loss: 0.0311479 | val_loss: 0.0311607 | Time: 4342.87 ms
[2022-04-11 16:23:55 main:574] : INFO : Epoch 1878 | loss: 0.0311509 | val_loss: 0.0311606 | Time: 4291.38 ms
[2022-04-11 16:23:59 main:574] : INFO : Epoch 1879 | loss: 0.0311501 | val_loss: 0.0311623 | Time: 4310.91 ms
[2022-04-11 16:24:04 main:574] : INFO : Epoch 1880 | loss: 0.0311478 | val_loss: 0.0311599 | Time: 4316.63 ms
[2022-04-11 16:24:08 main:574] : INFO : Epoch 1881 | loss: 0.0311486 | val_loss: 0.0311645 | Time: 4313.96 ms
[2022-04-11 16:24:12 main:574] : INFO : Epoch 1882 | loss: 0.0311483 | val_loss: 0.0311622 | Time: 4345.73 ms
[2022-04-11 16:24:17 main:574] : INFO : Epoch 1883 | loss: 0.0311467 | val_loss: 0.0311602 | Time: 4320.26 ms
[2022-04-11 16:24:21 main:574] : INFO : Epoch 1884 | loss: 0.0311459 | val_loss: 0.0311602 | Time: 4355.7 ms
[2022-04-11 16:24:25 main:574] : INFO : Epoch 1885 | loss: 0.031146 | val_loss: 0.0311619 | Time: 4322.09 ms
[2022-04-11 16:24:30 main:574] : INFO : Epoch 1886 | loss: 0.0311453 | val_loss: 0.0311614 | Time: 4290.73 ms
[2022-04-11 16:24:34 main:574] : INFO : Epoch 1887 | loss: 0.0311461 | val_loss: 0.0311602 | Time: 4298.78 ms
[2022-04-11 16:24:38 main:574] : INFO : Epoch 1888 | loss: 0.0311452 | val_loss: 0.0311626 | Time: 4313.14 ms
[2022-04-11 16:24:42 main:574] : INFO : Epoch 1889 | loss: 0.0311452 | val_loss: 0.0311607 | Time: 4293.02 ms
[2022-04-11 16:24:47 main:574] : INFO : Epoch 1890 | loss: 0.0311457 | val_loss: 0.0311641 | Time: 4334.09 ms
[2022-04-11 16:24:51 main:574] : INFO : Epoch 1891 | loss: 0.0311465 | val_loss: 0.0311639 | Time: 4285.08 ms
[2022-04-11 16:24:55 main:574] : INFO : Epoch 1892 | loss: 0.0311453 | val_loss: 0.0311658 | Time: 4300.12 ms
[2022-04-11 16:25:00 main:574] : INFO : Epoch 1893 | loss: 0.0311482 | val_loss: 0.0311654 | Time: 4388.66 ms
[2022-04-11 16:25:04 main:574] : INFO : Epoch 1894 | loss: 0.0311455 | val_loss: 0.0311643 | Time: 4316.79 ms
[2022-04-11 16:25:09 main:574] : INFO : Epoch 1895 | loss: 0.031145 | val_loss: 0.0311626 | Time: 4342.39 ms
[2022-04-11 16:25:13 main:574] : INFO : Epoch 1896 | loss: 0.0311452 | val_loss: 0.0311609 | Time: 4336.36 ms
[2022-04-11 16:25:17 main:574] : INFO : Epoch 1897 | loss: 0.0311458 | val_loss: 0.0311585 | Time: 4325.03 ms
[2022-04-11 16:25:22 main:574] : INFO : Epoch 1898 | loss: 0.0311469 | val_loss: 0.0311598 | Time: 4351.78 ms
[2022-04-11 16:25:26 main:574] : INFO : Epoch 1899 | loss: 0.0311471 | val_loss: 0.0311588 | Time: 4324.28 ms
[2022-04-11 16:25:30 main:574] : INFO : Epoch 1900 | loss: 0.0311471 | val_loss: 0.0311586 | Time: 4334.11 ms
[2022-04-11 16:25:35 main:574] : INFO : Epoch 1901 | loss: 0.0311457 | val_loss: 0.0311596 | Time: 4317.97 ms
[2022-04-11 16:25:39 main:574] : INFO : Epoch 1902 | loss: 0.0311514 | val_loss: 0.031164 | Time: 4360.17 ms
[2022-04-11 16:25:43 main:574] : INFO : Epoch 1903 | loss: 0.0311507 | val_loss: 0.0311659 | Time: 4328.89 ms
[2022-04-11 16:25:48 main:574] : INFO : Epoch 1904 | loss: 0.0311504 | val_loss: 0.0311627 | Time: 4305.89 ms
[2022-04-11 16:25:52 main:574] : INFO : Epoch 1905 | loss: 0.031148 | val_loss: 0.0311601 | Time: 4333.96 ms
[2022-04-11 16:25:56 main:574] : INFO : Epoch 1906 | loss: 0.031147 | val_loss: 0.0311634 | Time: 4285.57 ms
[2022-04-11 16:26:00 main:574] : INFO : Epoch 1907 | loss: 0.0311484 | val_loss: 0.0311631 | Time: 4339.01 ms
[2022-04-11 16:26:05 main:574] : INFO : Epoch 1908 | loss: 0.0311488 | val_loss: 0.0311597 | Time: 4329.13 ms
[2022-04-11 16:26:09 main:574] : INFO : Epoch 1909 | loss: 0.0311468 | val_loss: 0.0311639 | Time: 4336.19 ms
[2022-04-11 16:26:13 main:574] : INFO : Epoch 1910 | loss: 0.031146 | val_loss: 0.0311618 | Time: 4290.95 ms
[2022-04-11 16:26:18 main:574] : INFO : Epoch 1911 | loss: 0.0311475 | val_loss: 0.0311623 | Time: 4369 ms
[2022-04-11 16:26:22 main:574] : INFO : Epoch 1912 | loss: 0.0311487 | val_loss: 0.0311625 | Time: 4326.85 ms
[2022-04-11 16:26:27 main:574] : INFO : Epoch 1913 | loss: 0.0311497 | val_loss: 0.0311682 | Time: 4343.9 ms
[2022-04-11 16:26:31 main:574] : INFO : Epoch 1914 | loss: 0.0311516 | val_loss: 0.0311749 | Time: 4325.39 ms
[2022-04-11 16:26:35 main:574] : INFO : Epoch 1915 | loss: 0.0311495 | val_loss: 0.0311631 | Time: 4349.51 ms
[2022-04-11 16:26:40 main:574] : INFO : Epoch 1916 | loss: 0.0311483 | val_loss: 0.0311641 | Time: 4387.91 ms
[2022-04-11 16:26:44 main:574] : INFO : Epoch 1917 | loss: 0.0311467 | val_loss: 0.0311648 | Time: 4296.89 ms
[2022-04-11 16:26:48 main:574] : INFO : Epoch 1918 | loss: 0.0311504 | val_loss: 0.0311657 | Time: 4315.4 ms
[2022-04-11 16:26:53 main:574] : INFO : Epoch 1919 | loss: 0.0311559 | val_loss: 0.0311712 | Time: 4291.26 ms
[2022-04-11 16:26:57 main:574] : INFO : Epoch 1920 | loss: 0.0311546 | val_loss: 0.0311673 | Time: 4276.72 ms
[2022-04-11 16:27:01 main:574] : INFO : Epoch 1921 | loss: 0.0311529 | val_loss: 0.0311621 | Time: 4366.64 ms
[2022-04-11 16:27:05 main:574] : INFO : Epoch 1922 | loss: 0.0311524 | val_loss: 0.0311658 | Time: 4324.45 ms
[2022-04-11 16:27:10 main:574] : INFO : Epoch 1923 | loss: 0.0311523 | val_loss: 0.0311669 | Time: 4321 ms
[2022-04-11 16:27:14 main:574] : INFO : Epoch 1924 | loss: 0.0311537 | val_loss: 0.0311669 | Time: 4340.21 ms
[2022-04-11 16:27:18 main:574] : INFO : Epoch 1925 | loss: 0.0311513 | val_loss: 0.0311631 | Time: 4279.22 ms
[2022-04-11 16:27:23 main:574] : INFO : Epoch 1926 | loss: 0.0311516 | val_loss: 0.0311648 | Time: 4288.25 ms
[2022-04-11 16:27:27 main:574] : INFO : Epoch 1927 | loss: 0.0311531 | val_loss: 0.0311643 | Time: 4330.43 ms
[2022-04-11 16:27:31 main:574] : INFO : Epoch 1928 | loss: 0.031153 | val_loss: 0.0311633 | Time: 4315.68 ms
[2022-04-11 16:27:36 main:574] : INFO : Epoch 1929 | loss: 0.0311514 | val_loss: 0.0311621 | Time: 4336.28 ms
[2022-04-11 16:27:40 main:574] : INFO : Epoch 1930 | loss: 0.0311526 | val_loss: 0.0311607 | Time: 4283.06 ms
[2022-04-11 16:27:44 main:574] : INFO : Epoch 1931 | loss: 0.0311507 | val_loss: 0.0311626 | Time: 4297.02 ms
[2022-04-11 16:27:49 main:574] : INFO : Epoch 1932 | loss: 0.0311487 | val_loss: 0.0311581 | Time: 4304.07 ms
[2022-04-11 16:27:53 main:574] : INFO : Epoch 1933 | loss: 0.0311475 | val_loss: 0.0311589 | Time: 4365.45 ms
[2022-04-11 16:27:57 main:574] : INFO : Epoch 1934 | loss: 0.0311473 | val_loss: 0.0311553 | Time: 4440.51 ms
[2022-04-11 16:28:02 main:574] : INFO : Epoch 1935 | loss: 0.031148 | val_loss: 0.0311579 | Time: 4356.46 ms
[2022-04-11 16:28:06 main:574] : INFO : Epoch 1936 | loss: 0.0311481 | val_loss: 0.031158 | Time: 4378.34 ms
[2022-04-11 16:28:11 main:574] : INFO : Epoch 1937 | loss: 0.031149 | val_loss: 0.0311589 | Time: 4339.1 ms
[2022-04-11 16:28:15 main:574] : INFO : Epoch 1938 | loss: 0.0311468 | val_loss: 0.031158 | Time: 4274.8 ms
[2022-04-11 16:28:19 main:574] : INFO : Epoch 1939 | loss: 0.0311449 | val_loss: 0.0311579 | Time: 4288.53 ms
[2022-04-11 16:28:23 main:574] : INFO : Epoch 1940 | loss: 0.0311457 | val_loss: 0.0311591 | Time: 4329.02 ms
[2022-04-11 16:28:28 main:574] : INFO : Epoch 1941 | loss: 0.0311449 | val_loss: 0.0311583 | Time: 4314.51 ms
[2022-04-11 16:28:32 main:574] : INFO : Epoch 1942 | loss: 0.0311452 | val_loss: 0.0311573 | Time: 4346.09 ms
[2022-04-11 16:28:36 main:574] : INFO : Epoch 1943 | loss: 0.0311456 | val_loss: 0.0311571 | Time: 4323.09 ms
[2022-04-11 16:28:41 main:574] : INFO : Epoch 1944 | loss: 0.0311493 | val_loss: 0.0311578 | Time: 4278.33 ms
[2022-04-11 16:28:45 main:574] : INFO : Epoch 1945 | loss: 0.0311593 | val_loss: 0.0311677 | Time: 4337.7 ms
[2022-04-11 16:28:49 main:574] : INFO : Epoch 1946 | loss: 0.0311646 | val_loss: 0.031169 | Time: 4308.87 ms
[2022-04-11 16:28:54 main:574] : INFO : Epoch 1947 | loss: 0.0311631 | val_loss: 0.0311653 | Time: 4290.44 ms
[2022-04-11 16:28:58 main:574] : INFO : Epoch 1948 | loss: 0.0311605 | val_loss: 0.0311643 | Time: 4328.98 ms
[2022-04-11 16:29:02 main:574] : INFO : Epoch 1949 | loss: 0.0311604 | val_loss: 0.0311614 | Time: 4332.64 ms
[2022-04-11 16:29:07 main:574] : INFO : Epoch 1950 | loss: 0.0311586 | val_loss: 0.0311598 | Time: 4333.31 ms
[2022-04-11 16:29:11 main:574] : INFO : Epoch 1951 | loss: 0.031156 | val_loss: 0.0311618 | Time: 4297.21 ms
[2022-04-11 16:29:15 main:574] : INFO : Epoch 1952 | loss: 0.0311567 | val_loss: 0.0311633 | Time: 4349.22 ms
[2022-04-11 16:29:20 main:574] : INFO : Epoch 1953 | loss: 0.031158 | val_loss: 0.0311632 | Time: 4303.58 ms
[2022-04-11 16:29:24 main:574] : INFO : Epoch 1954 | loss: 0.0311568 | val_loss: 0.0311617 | Time: 4321.46 ms
[2022-04-11 16:29:28 main:574] : INFO : Epoch 1955 | loss: 0.0311571 | val_loss: 0.031161 | Time: 4310.76 ms
[2022-04-11 16:29:33 main:574] : INFO : Epoch 1956 | loss: 0.0311543 | val_loss: 0.0311579 | Time: 4315.74 ms
[2022-04-11 16:29:37 main:574] : INFO : Epoch 1957 | loss: 0.0311537 | val_loss: 0.0311592 | Time: 4269.18 ms
[2022-04-11 16:29:41 main:574] : INFO : Epoch 1958 | loss: 0.0311526 | val_loss: 0.0311611 | Time: 4330.88 ms
[2022-04-11 16:29:45 main:574] : INFO : Epoch 1959 | loss: 0.0311526 | val_loss: 0.0311604 | Time: 4289.76 ms
[2022-04-11 16:29:50 main:574] : INFO : Epoch 1960 | loss: 0.0311518 | val_loss: 0.0311634 | Time: 4360.38 ms
[2022-04-11 16:29:54 main:574] : INFO : Epoch 1961 | loss: 0.0311507 | val_loss: 0.0311592 | Time: 4335.69 ms
[2022-04-11 16:29:59 main:574] : INFO : Epoch 1962 | loss: 0.0311516 | val_loss: 0.0311577 | Time: 4347.55 ms
[2022-04-11 16:30:03 main:574] : INFO : Epoch 1963 | loss: 0.0311514 | val_loss: 0.0311601 | Time: 4335.33 ms
[2022-04-11 16:30:07 main:574] : INFO : Epoch 1964 | loss: 0.0311535 | val_loss: 0.031159 | Time: 4301.2 ms
[2022-04-11 16:30:12 main:574] : INFO : Epoch 1965 | loss: 0.0311551 | val_loss: 0.0311582 | Time: 4342.22 ms
[2022-04-11 16:30:16 main:574] : INFO : Epoch 1966 | loss: 0.0311512 | val_loss: 0.0311579 | Time: 4382.04 ms
[2022-04-11 16:30:20 main:574] : INFO : Epoch 1967 | loss: 0.0311485 | val_loss: 0.031157 | Time: 4352.52 ms
[2022-04-11 16:30:25 main:574] : INFO : Epoch 1968 | loss: 0.0311484 | val_loss: 0.0311572 | Time: 4363.74 ms
[2022-04-11 16:30:29 main:574] : INFO : Epoch 1969 | loss: 0.0311481 | val_loss: 0.0311573 | Time: 4340.85 ms
[2022-04-11 16:30:33 main:574] : INFO : Epoch 1970 | loss: 0.0311482 | val_loss: 0.0311569 | Time: 4282.24 ms
[2022-04-11 16:30:38 main:574] : INFO : Epoch 1971 | loss: 0.0311482 | val_loss: 0.0311551 | Time: 4347.52 ms
[2022-04-11 16:30:42 main:574] : INFO : Epoch 1972 | loss: 0.0311489 | val_loss: 0.0311551 | Time: 4314.5 ms
[2022-04-11 16:30:46 main:574] : INFO : Epoch 1973 | loss: 0.0311493 | val_loss: 0.0311564 | Time: 4333.29 ms
[2022-04-11 16:30:51 main:574] : INFO : Epoch 1974 | loss: 0.0311528 | val_loss: 0.0311572 | Time: 4303.56 ms
[2022-04-11 16:30:55 main:574] : INFO : Epoch 1975 | loss: 0.0311527 | val_loss: 0.031158 | Time: 4286.3 ms
[2022-04-11 16:30:59 main:574] : INFO : Epoch 1976 | loss: 0.0311542 | val_loss: 0.0311535 | Time: 4315.37 ms
[2022-04-11 16:31:04 main:574] : INFO : Epoch 1977 | loss: 0.0311495 | val_loss: 0.0311566 | Time: 4332.03 ms
[2022-04-11 16:31:08 main:574] : INFO : Epoch 1978 | loss: 0.0311511 | val_loss: 0.0311552 | Time: 4344.71 ms
[2022-04-11 16:31:12 main:574] : INFO : Epoch 1979 | loss: 0.0311494 | val_loss: 0.0311544 | Time: 4315.42 ms
[2022-04-11 16:31:17 main:574] : INFO : Epoch 1980 | loss: 0.0311501 | val_loss: 0.0311563 | Time: 4325.41 ms
[2022-04-11 16:31:21 main:574] : INFO : Epoch 1981 | loss: 0.031148 | val_loss: 0.0311602 | Time: 4369.77 ms
[2022-04-11 16:31:25 main:574] : INFO : Epoch 1982 | loss: 0.0311514 | val_loss: 0.0311583 | Time: 4250.46 ms
[2022-04-11 16:31:29 main:574] : INFO : Epoch 1983 | loss: 0.0311541 | val_loss: 0.0311633 | Time: 4312.68 ms
[2022-04-11 16:31:34 main:574] : INFO : Epoch 1984 | loss: 0.0311544 | val_loss: 0.0311582 | Time: 4342.64 ms
[2022-04-11 16:31:38 main:574] : INFO : Epoch 1985 | loss: 0.0311499 | val_loss: 0.0311574 | Time: 4269.03 ms
[2022-04-11 16:31:42 main:574] : INFO : Epoch 1986 | loss: 0.0311504 | val_loss: 0.0311579 | Time: 4313.28 ms
[2022-04-11 16:31:47 main:574] : INFO : Epoch 1987 | loss: 0.0311493 | val_loss: 0.0311582 | Time: 4287.69 ms
[2022-04-11 16:31:51 main:574] : INFO : Epoch 1988 | loss: 0.031149 | val_loss: 0.0311596 | Time: 4312.64 ms
[2022-04-11 16:31:55 main:574] : INFO : Epoch 1989 | loss: 0.0311516 | val_loss: 0.0311588 | Time: 4302.47 ms
[2022-04-11 16:32:00 main:574] : INFO : Epoch 1990 | loss: 0.031151 | val_loss: 0.0311563 | Time: 4329.43 ms
[2022-04-11 16:32:04 main:574] : INFO : Epoch 1991 | loss: 0.0311514 | val_loss: 0.0311589 | Time: 4357.31 ms
[2022-04-11 16:32:08 main:574] : INFO : Epoch 1992 | loss: 0.0311523 | val_loss: 0.0311598 | Time: 4307.99 ms
[2022-04-11 16:32:13 main:574] : INFO : Epoch 1993 | loss: 0.031152 | val_loss: 0.0311622 | Time: 4343.18 ms
[2022-04-11 16:32:17 main:574] : INFO : Epoch 1994 | loss: 0.031152 | val_loss: 0.0311555 | Time: 4288.51 ms
[2022-04-11 16:32:21 main:574] : INFO : Epoch 1995 | loss: 0.0311509 | val_loss: 0.0311566 | Time: 4248.84 ms
[2022-04-11 16:32:26 main:574] : INFO : Epoch 1996 | loss: 0.0311506 | val_loss: 0.0311579 | Time: 4316.45 ms
[2022-04-11 16:32:30 main:574] : INFO : Epoch 1997 | loss: 0.0311505 | val_loss: 0.0311582 | Time: 4312.19 ms
[2022-04-11 16:32:34 main:574] : INFO : Epoch 1998 | loss: 0.0311501 | val_loss: 0.0311572 | Time: 4253.4 ms
[2022-04-11 16:32:38 main:574] : INFO : Epoch 1999 | loss: 0.0311517 | val_loss: 0.0311627 | Time: 4290.14 ms
[2022-04-11 16:32:43 main:574] : INFO : Epoch 2000 | loss: 0.0311506 | val_loss: 0.0311561 | Time: 4307.26 ms
[2022-04-11 16:32:47 main:574] : INFO : Epoch 2001 | loss: 0.0311499 | val_loss: 0.0311568 | Time: 4330.51 ms
[2022-04-11 16:32:51 main:574] : INFO : Epoch 2002 | loss: 0.0311506 | val_loss: 0.0311562 | Time: 4300.57 ms
[2022-04-11 16:32:56 main:574] : INFO : Epoch 2003 | loss: 0.0311492 | val_loss: 0.0311565 | Time: 4390.32 ms
[2022-04-11 16:33:00 main:574] : INFO : Epoch 2004 | loss: 0.0311487 | val_loss: 0.0311575 | Time: 4336.56 ms
[2022-04-11 16:33:04 main:574] : INFO : Epoch 2005 | loss: 0.031151 | val_loss: 0.0311582 | Time: 4357.53 ms
[2022-04-11 16:33:09 main:574] : INFO : Epoch 2006 | loss: 0.0311549 | val_loss: 0.0311591 | Time: 4304.13 ms
[2022-04-11 16:33:13 main:574] : INFO : Epoch 2007 | loss: 0.031159 | val_loss: 0.0311604 | Time: 4331.52 ms
[2022-04-11 16:33:17 main:574] : INFO : Epoch 2008 | loss: 0.0311562 | val_loss: 0.031163 | Time: 4297.18 ms
[2022-04-11 16:33:22 main:574] : INFO : Epoch 2009 | loss: 0.0311562 | val_loss: 0.0311582 | Time: 4306.15 ms
[2022-04-11 16:33:26 main:574] : INFO : Epoch 2010 | loss: 0.0311534 | val_loss: 0.0311592 | Time: 4308.26 ms
[2022-04-11 16:33:30 main:574] : INFO : Epoch 2011 | loss: 0.0311523 | val_loss: 0.0311576 | Time: 4300.7 ms
[2022-04-11 16:33:35 main:574] : INFO : Epoch 2012 | loss: 0.0311511 | val_loss: 0.0311567 | Time: 4282.5 ms
[2022-04-11 16:33:39 main:574] : INFO : Epoch 2013 | loss: 0.031151 | val_loss: 0.0311583 | Time: 4306.09 ms
[2022-04-11 16:33:43 main:574] : INFO : Epoch 2014 | loss: 0.0311522 | val_loss: 0.0311595 | Time: 4322.97 ms
[2022-04-11 16:33:48 main:574] : INFO : Epoch 2015 | loss: 0.0311516 | val_loss: 0.0311573 | Time: 4319.46 ms
[2022-04-11 16:33:52 main:574] : INFO : Epoch 2016 | loss: 0.0311532 | val_loss: 0.0311586 | Time: 4293.13 ms
[2022-04-11 16:33:56 main:574] : INFO : Epoch 2017 | loss: 0.0311533 | val_loss: 0.0311555 | Time: 4325.47 ms
[2022-04-11 16:34:00 main:574] : INFO : Epoch 2018 | loss: 0.0311516 | val_loss: 0.0311548 | Time: 4279.33 ms
[2022-04-11 16:34:05 main:574] : INFO : Epoch 2019 | loss: 0.0311517 | val_loss: 0.0311574 | Time: 4331.81 ms
[2022-04-11 16:34:09 main:574] : INFO : Epoch 2020 | loss: 0.0311513 | val_loss: 0.0311556 | Time: 4348.35 ms
[2022-04-11 16:34:13 main:574] : INFO : Epoch 2021 | loss: 0.031149 | val_loss: 0.0311584 | Time: 4301.58 ms
[2022-04-11 16:34:18 main:574] : INFO : Epoch 2022 | loss: 0.0311497 | val_loss: 0.031157 | Time: 4297.95 ms
[2022-04-11 16:34:22 main:574] : INFO : Epoch 2023 | loss: 0.0311491 | val_loss: 0.031158 | Time: 4321.36 ms
[2022-04-11 16:34:26 main:574] : INFO : Epoch 2024 | loss: 0.0311487 | val_loss: 0.0311568 | Time: 4343.18 ms
[2022-04-11 16:34:31 main:574] : INFO : Epoch 2025 | loss: 0.0311475 | val_loss: 0.0311582 | Time: 4283.3 ms
[2022-04-11 16:34:35 main:574] : INFO : Epoch 2026 | loss: 0.0311476 | val_loss: 0.0311578 | Time: 4309.82 ms
[2022-04-11 16:34:39 main:574] : INFO : Epoch 2027 | loss: 0.0311485 | val_loss: 0.0311596 | Time: 4372.67 ms
[2022-04-11 16:34:44 main:574] : INFO : Epoch 2028 | loss: 0.0311477 | val_loss: 0.0311564 | Time: 4323.64 ms
[2022-04-11 16:34:48 main:574] : INFO : Epoch 2029 | loss: 0.0311478 | val_loss: 0.0311592 | Time: 4341.15 ms
[2022-04-11 16:34:52 main:574] : INFO : Epoch 2030 | loss: 0.0311468 | val_loss: 0.0311609 | Time: 4257.83 ms
[2022-04-11 16:34:57 main:574] : INFO : Epoch 2031 | loss: 0.0311457 | val_loss: 0.0311603 | Time: 4280.62 ms
[2022-04-11 16:35:01 main:574] : INFO : Epoch 2032 | loss: 0.0311465 | val_loss: 0.0311602 | Time: 4333.4 ms
[2022-04-11 16:35:05 main:574] : INFO : Epoch 2033 | loss: 0.0311493 | val_loss: 0.0311582 | Time: 4300.96 ms
[2022-04-11 16:35:10 main:574] : INFO : Epoch 2034 | loss: 0.0311499 | val_loss: 0.0311575 | Time: 4351.79 ms
[2022-04-11 16:35:14 main:574] : INFO : Epoch 2035 | loss: 0.0311478 | val_loss: 0.0311567 | Time: 4311.39 ms
[2022-04-11 16:35:18 main:574] : INFO : Epoch 2036 | loss: 0.0311483 | val_loss: 0.0311555 | Time: 4292.68 ms
[2022-04-11 16:35:23 main:574] : INFO : Epoch 2037 | loss: 0.0311494 | val_loss: 0.0311568 | Time: 4312.9 ms
[2022-04-11 16:35:27 main:574] : INFO : Epoch 2038 | loss: 0.0311481 | val_loss: 0.031157 | Time: 4339.7 ms
[2022-04-11 16:35:31 main:574] : INFO : Epoch 2039 | loss: 0.0311475 | val_loss: 0.0311548 | Time: 4296.99 ms
[2022-04-11 16:35:36 main:574] : INFO : Epoch 2040 | loss: 0.0311478 | val_loss: 0.0311575 | Time: 4328.01 ms
[2022-04-11 16:35:40 main:574] : INFO : Epoch 2041 | loss: 0.0311478 | val_loss: 0.031156 | Time: 4311.33 ms
[2022-04-11 16:35:44 main:574] : INFO : Epoch 2042 | loss: 0.0311485 | val_loss: 0.0311535 | Time: 4312.46 ms
[2022-04-11 16:35:48 main:574] : INFO : Epoch 2043 | loss: 0.0311465 | val_loss: 0.0311533 | Time: 4272.22 ms
[2022-04-11 16:35:53 main:574] : INFO : Epoch 2044 | loss: 0.0311483 | val_loss: 0.0311574 | Time: 4317.87 ms
[2022-04-11 16:35:57 main:574] : INFO : Epoch 2045 | loss: 0.0311488 | val_loss: 0.0311555 | Time: 4275.27 ms
[2022-04-11 16:36:01 main:574] : INFO : Epoch 2046 | loss: 0.0311467 | val_loss: 0.0311561 | Time: 4339.75 ms
[2022-04-11 16:36:06 main:574] : INFO : Epoch 2047 | loss: 0.0311477 | val_loss: 0.0311534 | Time: 4346.28 ms
[2022-04-11 16:36:10 main:574] : INFO : Epoch 2048 | loss: 0.0311482 | val_loss: 0.0311527 | Time: 4297.57 ms
[2022-04-11 16:36:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311527
[2022-04-11 16:36:10 main:603] : INFO : Saving end state to config to file
[2022-04-11 16:36:10 main:608] : INFO : Success, exiting..
16:36:10 (9284): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)