Task 14537095
| Name | ParityModified-1647046194-18787-3-0_0 |
| Workunit | 11574494 |
| Created | 7 Apr 2022, 9:20:28 UTC |
| Sent | 10 Apr 2022, 8:10:13 UTC |
| Report deadline | 18 Apr 2022, 8:10:13 UTC |
| Received | 10 Apr 2022, 10:36:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21055 |
| Run time | 2 hours 23 min 36 sec |
| CPU time | 2 hours 4 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,881.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.0311663 | val_loss: 0.0311669 | Time: 4100.73 ms [2022-04-10 05:00:58 main:574] : INFO : Epoch 1543 | loss: 0.0311655 | val_loss: 0.0311657 | Time: 4197.06 ms [2022-04-10 05:01:02 main:574] : INFO : Epoch 1544 | loss: 0.0311645 | val_loss: 0.0311656 | Time: 4086.81 ms [2022-04-10 05:01:06 main:574] : INFO : Epoch 1545 | loss: 0.0311636 | val_loss: 0.0311662 | Time: 4218.18 ms [2022-04-10 05:01:11 main:574] : INFO : Epoch 1546 | loss: 0.0311641 | val_loss: 0.0311672 | Time: 4197.54 ms [2022-04-10 05:01:15 main:574] : INFO : Epoch 1547 | loss: 0.031163 | val_loss: 0.0311646 | Time: 4237 ms [2022-04-10 05:01:19 main:574] : INFO : Epoch 1548 | loss: 0.0311622 | val_loss: 0.031167 | Time: 4197.83 ms [2022-04-10 05:01:23 main:574] : INFO : Epoch 1549 | loss: 0.031162 | val_loss: 0.0311659 | Time: 4104.32 ms [2022-04-10 05:01:27 main:574] : INFO : Epoch 1550 | loss: 0.031162 | val_loss: 0.0311648 | Time: 4186.16 ms [2022-04-10 05:01:31 main:574] : INFO : Epoch 1551 | loss: 0.0311669 | val_loss: 0.0311662 | Time: 4223.2 ms [2022-04-10 05:01:36 main:574] : INFO : Epoch 1552 | loss: 0.0311677 | val_loss: 0.0311652 | Time: 4205.81 ms [2022-04-10 05:01:40 main:574] : INFO : Epoch 1553 | loss: 0.0311681 | val_loss: 0.0311707 | Time: 4221.55 ms [2022-04-10 05:01:44 main:574] : INFO : Epoch 1554 | loss: 0.0311684 | val_loss: 0.0311654 | Time: 4271.01 ms [2022-04-10 05:01:48 main:574] : INFO : Epoch 1555 | loss: 0.0311681 | val_loss: 0.0311665 | Time: 4154.87 ms [2022-04-10 05:01:53 main:574] : INFO : Epoch 1556 | loss: 0.0311665 | val_loss: 0.0311657 | Time: 4163.9 ms [2022-04-10 05:01:57 main:574] : INFO : Epoch 1557 | loss: 0.0311656 | val_loss: 0.0311724 | Time: 4284.38 ms [2022-04-10 05:02:01 main:574] : INFO : Epoch 1558 | loss: 0.0311693 | val_loss: 0.0311642 | Time: 4103.15 ms [2022-04-10 05:02:05 main:574] : INFO : Epoch 1559 | loss: 0.0311648 | val_loss: 0.0311645 | Time: 4120.54 ms [2022-04-10 05:02:09 main:574] : INFO : Epoch 1560 | loss: 0.0311686 | val_loss: 0.0311778 | Time: 4205.51 ms [2022-04-10 05:02:13 main:574] : INFO : Epoch 1561 | loss: 0.0311678 | val_loss: 0.0311653 | Time: 4155.35 ms [2022-04-10 05:02:18 main:574] : INFO : Epoch 1562 | loss: 0.0311651 | val_loss: 0.0311665 | Time: 4184.56 ms [2022-04-10 05:02:22 main:574] : INFO : Epoch 1563 | loss: 0.0311645 | val_loss: 0.0311659 | Time: 4231.87 ms [2022-04-10 05:02:26 main:574] : INFO : Epoch 1564 | loss: 0.0311635 | val_loss: 0.031166 | Time: 4170.64 ms [2022-04-10 05:02:30 main:574] : INFO : Epoch 1565 | loss: 0.0311648 | val_loss: 0.0311669 | Time: 4179.99 ms [2022-04-10 05:02:34 main:574] : INFO : Epoch 1566 | loss: 0.0311639 | val_loss: 0.0311656 | Time: 4190.15 ms [2022-04-10 05:02:39 main:574] : INFO : Epoch 1567 | loss: 0.0311627 | val_loss: 0.0311658 | Time: 4103.96 ms [2022-04-10 05:02:43 main:574] : INFO : Epoch 1568 | loss: 0.0311628 | val_loss: 0.0311653 | Time: 4134 ms [2022-04-10 05:02:47 main:574] : INFO : Epoch 1569 | loss: 0.0311619 | val_loss: 0.031167 | Time: 4237.66 ms [2022-04-10 05:02:51 main:574] : INFO : Epoch 1570 | loss: 0.0311628 | val_loss: 0.0311652 | Time: 4119.02 ms [2022-04-10 05:02:55 main:574] : INFO : Epoch 1571 | loss: 0.031162 | val_loss: 0.0311679 | Time: 4239.21 ms [2022-04-10 05:02:59 main:574] : INFO : Epoch 1572 | loss: 0.0311613 | val_loss: 0.0311656 | Time: 4147.25 ms [2022-04-10 05:03:03 main:574] : INFO : Epoch 1573 | loss: 0.0311624 | val_loss: 0.0311661 | Time: 4092.13 ms [2022-04-10 05:03:08 main:574] : INFO : Epoch 1574 | loss: 0.0311625 | val_loss: 0.0311663 | Time: 4105.42 ms [2022-04-10 05:03:12 main:574] : INFO : Epoch 1575 | loss: 0.0311642 | val_loss: 0.0311673 | Time: 4238.38 ms [2022-04-10 05:03:16 main:574] : INFO : Epoch 1576 | loss: 0.0311634 | val_loss: 0.031165 | Time: 4098.1 ms [2022-04-10 05:03:20 main:574] : INFO : Epoch 1577 | loss: 0.0311624 | val_loss: 0.0311649 | Time: 4186.13 ms [2022-04-10 05:03:25 main:574] : INFO : Epoch 1578 | loss: 0.0311625 | val_loss: 0.0311663 | Time: 4447.12 ms [2022-04-10 05:03:29 main:574] : INFO : Epoch 1579 | loss: 0.0311621 | val_loss: 0.0311643 | Time: 4170.46 ms [2022-04-10 05:03:33 main:574] : INFO : Epoch 1580 | loss: 0.0311627 | val_loss: 0.0311642 | Time: 4085.01 ms [2022-04-10 05:03:37 main:574] : INFO : Epoch 1581 | loss: 0.031163 | val_loss: 0.0311658 | Time: 4244.84 ms [2022-04-10 05:03:41 main:574] : INFO : Epoch 1582 | loss: 0.031162 | val_loss: 0.031163 | Time: 4284.88 ms [2022-04-10 05:03:45 main:574] : INFO : Epoch 1583 | loss: 0.0311595 | val_loss: 0.0311632 | Time: 4090.55 ms [2022-04-10 05:03:50 main:574] : INFO : Epoch 1584 | loss: 0.0311596 | val_loss: 0.0311644 | Time: 4171.52 ms [2022-04-10 05:03:54 main:574] : INFO : Epoch 1585 | loss: 0.0311596 | val_loss: 0.0311675 | Time: 4079.09 ms [2022-04-10 05:03:58 main:574] : INFO : Epoch 1586 | loss: 0.0311607 | val_loss: 0.0311637 | Time: 4319.09 ms [2022-04-10 05:04:02 main:574] : INFO : Epoch 1587 | loss: 0.0311614 | val_loss: 0.0311658 | Time: 4193.2 ms [2022-04-10 05:04:06 main:574] : INFO : Epoch 1588 | loss: 0.0311597 | val_loss: 0.0311635 | Time: 4197.01 ms [2022-04-10 05:04:11 main:574] : INFO : Epoch 1589 | loss: 0.0311589 | val_loss: 0.0311627 | Time: 4325.35 ms [2022-04-10 05:04:15 main:574] : INFO : Epoch 1590 | loss: 0.0311595 | val_loss: 0.0311627 | Time: 4256.91 ms [2022-04-10 05:04:19 main:574] : INFO : Epoch 1591 | loss: 0.0311582 | val_loss: 0.0311638 | Time: 4181.61 ms [2022-04-10 05:04:23 main:574] : INFO : Epoch 1592 | loss: 0.031158 | val_loss: 0.0311629 | Time: 4223.81 ms [2022-04-10 05:04:28 main:574] : INFO : Epoch 1593 | loss: 0.0311581 | val_loss: 0.0311631 | Time: 4315.2 ms [2022-04-10 05:04:32 main:574] : INFO : Epoch 1594 | loss: 0.0311595 | val_loss: 0.0311653 | Time: 4311.19 ms [2022-04-10 05:04:36 main:574] : INFO : Epoch 1595 | loss: 0.0311594 | val_loss: 0.0311636 | Time: 4114.15 ms [2022-04-10 05:04:40 main:574] : INFO : Epoch 1596 | loss: 0.0311597 | val_loss: 0.031168 | Time: 4207.54 ms [2022-04-10 05:04:45 main:574] : INFO : Epoch 1597 | loss: 0.0311584 | val_loss: 0.0311632 | Time: 4114.42 ms [2022-04-10 05:04:49 main:574] : INFO : Epoch 1598 | loss: 0.0311586 | val_loss: 0.0311644 | Time: 4115.64 ms [2022-04-10 05:04:53 main:574] : INFO : Epoch 1599 | loss: 0.0311585 | val_loss: 0.0311646 | Time: 4238.16 ms [2022-04-10 05:04:57 main:574] : INFO : Epoch 1600 | loss: 0.0311602 | val_loss: 0.0311653 | Time: 4195.27 ms [2022-04-10 05:05:01 main:574] : INFO : Epoch 1601 | loss: 0.031162 | val_loss: 0.0311682 | Time: 4113.63 ms [2022-04-10 05:05:05 main:574] : INFO : Epoch 1602 | loss: 0.0311633 | val_loss: 0.0311687 | Time: 4175.22 ms [2022-04-10 05:05:10 main:574] : INFO : Epoch 1603 | loss: 0.031162 | val_loss: 0.0311686 | Time: 4139.85 ms [2022-04-10 05:05:14 main:574] : INFO : Epoch 1604 | loss: 0.0311612 | val_loss: 0.0311666 | Time: 4120.21 ms [2022-04-10 05:05:18 main:574] : INFO : Epoch 1605 | loss: 0.0311614 | val_loss: 0.0311656 | Time: 4260.55 ms [2022-04-10 05:05:22 main:574] : INFO : Epoch 1606 | loss: 0.0311605 | val_loss: 0.0311642 | Time: 4190.01 ms [2022-04-10 05:05:26 main:574] : INFO : Epoch 1607 | loss: 0.031161 | val_loss: 0.0311652 | Time: 4208.28 ms [2022-04-10 05:05:31 main:574] : INFO : Epoch 1608 | loss: 0.0311598 | val_loss: 0.0311628 | Time: 4327.53 ms [2022-04-10 05:05:35 main:574] : INFO : Epoch 1609 | loss: 0.0311611 | val_loss: 0.0311676 | Time: 4189.91 ms [2022-04-10 05:05:39 main:574] : INFO : Epoch 1610 | loss: 0.0311624 | val_loss: 0.0311645 | Time: 4194.14 ms [2022-04-10 05:05:43 main:574] : INFO : Epoch 1611 | loss: 0.0311579 | val_loss: 0.0311644 | Time: 4181.8 ms [2022-04-10 05:05:47 main:574] : INFO : Epoch 1612 | loss: 0.0311578 | val_loss: 0.0311653 | Time: 4169.79 ms [2022-04-10 05:05:52 main:574] : INFO : Epoch 1613 | loss: 0.0311591 | val_loss: 0.0311657 | Time: 4131.76 ms [2022-04-10 05:05:56 main:574] : INFO : Epoch 1614 | loss: 0.0311611 | val_loss: 0.0311697 | Time: 4114.77 ms [2022-04-10 05:06:00 main:574] : INFO : Epoch 1615 | loss: 0.0311751 | val_loss: 0.031173 | Time: 4043.53 ms [2022-04-10 05:06:04 main:574] : INFO : Epoch 1616 | loss: 0.031173 | val_loss: 0.0311678 | Time: 4084.81 ms [2022-04-10 05:06:08 main:574] : INFO : Epoch 1617 | loss: 0.0311686 | val_loss: 0.0311666 | Time: 4176.8 ms [2022-04-10 05:06:12 main:574] : INFO : Epoch 1618 | loss: 0.0311687 | val_loss: 0.0311637 | Time: 4108.66 ms [2022-04-10 05:06:16 main:574] : INFO : Epoch 1619 | loss: 0.0311651 | val_loss: 0.031164 | Time: 4123.42 ms [2022-04-10 05:06:20 main:574] : INFO : Epoch 1620 | loss: 0.0311667 | val_loss: 0.0311698 | Time: 4177.2 ms [2022-04-10 05:06:25 main:574] : INFO : Epoch 1621 | loss: 0.0311646 | val_loss: 0.0311625 | Time: 4117.69 ms [2022-04-10 05:06:29 main:574] : INFO : Epoch 1622 | loss: 0.0311626 | val_loss: 0.0311649 | Time: 4167.43 ms [2022-04-10 05:06:33 main:574] : INFO : Epoch 1623 | loss: 0.0311652 | val_loss: 0.031163 | Time: 4287.49 ms [2022-04-10 05:06:37 main:574] : INFO : Epoch 1624 | loss: 0.0311629 | val_loss: 0.0311629 | Time: 4118.04 ms [2022-04-10 05:06:41 main:574] : INFO : Epoch 1625 | loss: 0.0311606 | val_loss: 0.0311617 | Time: 4182.56 ms [2022-04-10 05:06:46 main:574] : INFO : Epoch 1626 | loss: 0.0311603 | val_loss: 0.0311626 | Time: 4177.47 ms [2022-04-10 05:06:50 main:574] : INFO : Epoch 1627 | loss: 0.0311604 | val_loss: 0.0311629 | Time: 4046.19 ms [2022-04-10 05:06:54 main:574] : INFO : Epoch 1628 | loss: 0.0311602 | val_loss: 0.0311623 | Time: 4187.09 ms [2022-04-10 05:06:58 main:574] : INFO : Epoch 1629 | loss: 0.0311595 | val_loss: 0.0311621 | Time: 4290.5 ms [2022-04-10 05:07:02 main:574] : INFO : Epoch 1630 | loss: 0.0311605 | val_loss: 0.0311642 | Time: 4296.65 ms [2022-04-10 05:07:07 main:574] : INFO : Epoch 1631 | loss: 0.0311604 | val_loss: 0.0311626 | Time: 4198.71 ms [2022-04-10 05:07:11 main:574] : INFO : Epoch 1632 | loss: 0.0311607 | val_loss: 0.031163 | Time: 4337.31 ms [2022-04-10 05:07:15 main:574] : INFO : Epoch 1633 | loss: 0.0311595 | val_loss: 0.0311621 | Time: 4179.2 ms [2022-04-10 05:07:19 main:574] : INFO : Epoch 1634 | loss: 0.0311581 | val_loss: 0.0311638 | Time: 4227.13 ms [2022-04-10 05:07:23 main:574] : INFO : Epoch 1635 | loss: 0.0311584 | val_loss: 0.0311634 | Time: 4142.62 ms [2022-04-10 05:07:28 main:574] : INFO : Epoch 1636 | loss: 0.0311588 | val_loss: 0.031163 | Time: 4057.06 ms [2022-04-10 05:07:32 main:574] : INFO : Epoch 1637 | loss: 0.0311597 | val_loss: 0.0311641 | Time: 4220.14 ms [2022-04-10 05:07:36 main:574] : INFO : Epoch 1638 | loss: 0.0311587 | val_loss: 0.0311631 | Time: 4295.41 ms [2022-04-10 05:07:40 main:574] : INFO : Epoch 1639 | loss: 0.0311588 | val_loss: 0.0311657 | Time: 4085.38 ms [2022-04-10 05:07:44 main:574] : INFO : Epoch 1640 | loss: 0.0311613 | val_loss: 0.0311635 | Time: 4118.1 ms [2022-04-10 05:07:48 main:574] : INFO : Epoch 1641 | loss: 0.0311611 | val_loss: 0.0311614 | Time: 4101.71 ms [2022-04-10 05:07:53 main:574] : INFO : Epoch 1642 | loss: 0.0311589 | val_loss: 0.031162 | Time: 4140.26 ms [2022-04-10 05:07:57 main:574] : INFO : Epoch 1643 | loss: 0.031158 | val_loss: 0.0311614 | Time: 4226.2 ms [2022-04-10 05:08:01 main:574] : INFO : Epoch 1644 | loss: 0.0311573 | val_loss: 0.0311626 | Time: 4107.73 ms [2022-04-10 05:08:05 main:574] : INFO : Epoch 1645 | loss: 0.0311582 | val_loss: 0.0311624 | Time: 4191.92 ms [2022-04-10 05:08:09 main:574] : INFO : Epoch 1646 | loss: 0.0311584 | val_loss: 0.0311607 | Time: 4090.94 ms [2022-04-10 05:08:13 main:574] : INFO : Epoch 1647 | loss: 0.0311568 | val_loss: 0.0311619 | Time: 4253.48 ms [2022-04-10 05:08:18 main:574] : INFO : Epoch 1648 | loss: 0.0311575 | val_loss: 0.0311619 | Time: 4159.33 ms [2022-04-10 05:08:22 main:574] : INFO : Epoch 1649 | loss: 0.031156 | val_loss: 0.0311614 | Time: 4199.07 ms [2022-04-10 05:08:26 main:574] : INFO : Epoch 1650 | loss: 0.0311565 | val_loss: 0.0311619 | Time: 4219.73 ms [2022-04-10 05:08:30 main:574] : INFO : Epoch 1651 | loss: 0.0311557 | val_loss: 0.031161 | Time: 4129.65 ms [2022-04-10 05:08:34 main:574] : INFO : Epoch 1652 | loss: 0.0311562 | val_loss: 0.0311616 | Time: 4255.44 ms [2022-04-10 05:08:39 main:574] : INFO : Epoch 1653 | loss: 0.0311598 | val_loss: 0.0311633 | Time: 4238.75 ms [2022-04-10 05:08:43 main:574] : INFO : Epoch 1654 | loss: 0.0311605 | val_loss: 0.0311617 | Time: 4178.17 ms [2022-04-10 05:08:47 main:574] : INFO : Epoch 1655 | loss: 0.0311574 | val_loss: 0.0311604 | Time: 4291.13 ms [2022-04-10 05:08:51 main:574] : INFO : Epoch 1656 | loss: 0.0311569 | val_loss: 0.0311599 | Time: 4353.87 ms [2022-04-10 05:08:56 main:574] : INFO : Epoch 1657 | loss: 0.0311571 | val_loss: 0.031161 | Time: 4140.29 ms [2022-04-10 05:09:00 main:574] : INFO : Epoch 1658 | loss: 0.0311578 | val_loss: 0.0311646 | Time: 4192.27 ms [2022-04-10 05:09:04 main:574] : INFO : Epoch 1659 | loss: 0.0311582 | val_loss: 0.0311653 | Time: 4283.47 ms [2022-04-10 05:09:08 main:574] : INFO : Epoch 1660 | loss: 0.0311574 | val_loss: 0.0311644 | Time: 4206.55 ms [2022-04-10 05:09:12 main:574] : INFO : Epoch 1661 | loss: 0.0311564 | val_loss: 0.0311615 | Time: 4093.91 ms [2022-04-10 05:09:17 main:574] : INFO : Epoch 1662 | loss: 0.0311592 | val_loss: 0.0311685 | Time: 4206.78 ms [2022-04-10 05:09:21 main:574] : INFO : Epoch 1663 | loss: 0.031157 | val_loss: 0.0311621 | Time: 4113.52 ms [2022-04-10 05:09:25 main:574] : INFO : Epoch 1664 | loss: 0.0311565 | val_loss: 0.0311656 | Time: 4127.83 ms [2022-04-10 05:09:29 main:574] : INFO : Epoch 1665 | loss: 0.0311595 | val_loss: 0.0311603 | Time: 4223.15 ms [2022-04-10 05:09:33 main:574] : INFO : Epoch 1666 | loss: 0.0311601 | val_loss: 0.0311614 | Time: 4143.57 ms [2022-04-10 05:09:37 main:574] : INFO : Epoch 1667 | loss: 0.0311601 | val_loss: 0.0311603 | Time: 4236.31 ms [2022-04-10 05:09:42 main:574] : INFO : Epoch 1668 | loss: 0.0311595 | val_loss: 0.0311621 | Time: 4316.06 ms [2022-04-10 05:09:46 main:574] : INFO : Epoch 1669 | loss: 0.0311603 | val_loss: 0.0311612 | Time: 4175.56 ms [2022-04-10 05:09:50 main:574] : INFO : Epoch 1670 | loss: 0.0311599 | val_loss: 0.0311628 | Time: 4176.36 ms [2022-04-10 05:09:54 main:574] : INFO : Epoch 1671 | loss: 0.0311609 | val_loss: 0.0311633 | Time: 4274.6 ms [2022-04-10 05:09:59 main:574] : INFO : Epoch 1672 | loss: 0.0311589 | val_loss: 0.0311612 | Time: 4181.04 ms [2022-04-10 05:10:03 main:574] : INFO : Epoch 1673 | loss: 0.0311579 | val_loss: 0.0311619 | Time: 4181.58 ms [2022-04-10 05:10:07 main:574] : INFO : Epoch 1674 | loss: 0.0311565 | val_loss: 0.031161 | Time: 4213.51 ms [2022-04-10 05:10:11 main:574] : INFO : Epoch 1675 | loss: 0.031157 | val_loss: 0.0311654 | Time: 4213.21 ms [2022-04-10 05:10:15 main:574] : INFO : Epoch 1676 | loss: 0.0311564 | val_loss: 0.0311623 | Time: 4076 ms [2022-04-10 05:10:20 main:574] : INFO : Epoch 1677 | loss: 0.0311557 | val_loss: 0.0311605 | Time: 4347.47 ms [2022-04-10 05:10:24 main:574] : INFO : Epoch 1678 | loss: 0.0311552 | val_loss: 0.0311603 | Time: 4210.16 ms [2022-04-10 05:10:28 main:574] : INFO : Epoch 1679 | loss: 0.0311555 | val_loss: 0.0311596 | Time: 4123.87 ms [2022-04-10 05:10:32 main:574] : INFO : Epoch 1680 | loss: 0.0311547 | val_loss: 0.0311608 | Time: 4208.66 ms [2022-04-10 05:10:36 main:574] : INFO : Epoch 1681 | loss: 0.0311545 | val_loss: 0.0311621 | Time: 4224.06 ms [2022-04-10 05:10:41 main:574] : INFO : Epoch 1682 | loss: 0.0311556 | val_loss: 0.0311621 | Time: 4138.64 ms [2022-04-10 05:10:45 main:574] : INFO : Epoch 1683 | loss: 0.0311551 | val_loss: 0.0311589 | Time: 4180.29 ms [2022-04-10 05:10:49 main:574] : INFO : Epoch 1684 | loss: 0.0311542 | val_loss: 0.0311595 | Time: 4046.53 ms [2022-04-10 05:10:53 main:574] : INFO : Epoch 1685 | loss: 0.0311537 | val_loss: 0.0311593 | Time: 4279.63 ms [2022-04-10 05:10:57 main:574] : INFO : Epoch 1686 | loss: 0.0311534 | val_loss: 0.0311607 | Time: 4352.04 ms [2022-04-10 05:11:02 main:574] : INFO : Epoch 1687 | loss: 0.0311528 | val_loss: 0.0311596 | Time: 4126.25 ms [2022-04-10 05:11:06 main:574] : INFO : Epoch 1688 | loss: 0.0311528 | val_loss: 0.0311612 | Time: 4076.67 ms [2022-04-10 05:11:10 main:574] : INFO : Epoch 1689 | loss: 0.0311549 | val_loss: 0.0311631 | Time: 4124 ms [2022-04-10 05:11:14 main:574] : INFO : Epoch 1690 | loss: 0.031155 | val_loss: 0.0311671 | Time: 4189.42 ms [2022-04-10 05:11:18 main:574] : INFO : Epoch 1691 | loss: 0.0311549 | val_loss: 0.0311621 | Time: 4174.41 ms [2022-04-10 05:11:22 main:574] : INFO : Epoch 1692 | loss: 0.0311533 | val_loss: 0.0311602 | Time: 4183.41 ms [2022-04-10 05:11:27 main:574] : INFO : Epoch 1693 | loss: 0.0311541 | val_loss: 0.031162 | Time: 4167.55 ms [2022-04-10 05:11:31 main:574] : INFO : Epoch 1694 | loss: 0.0311544 | val_loss: 0.0311632 | Time: 4079.94 ms [2022-04-10 05:11:35 main:574] : INFO : Epoch 1695 | loss: 0.0311551 | val_loss: 0.0311634 | Time: 4235.19 ms [2022-04-10 05:11:39 main:574] : INFO : Epoch 1696 | loss: 0.0311551 | val_loss: 0.0311651 | Time: 4072.27 ms [2022-04-10 05:11:43 main:574] : INFO : Epoch 1697 | loss: 0.0311549 | val_loss: 0.0311625 | Time: 4307.4 ms [2022-04-10 05:11:48 main:574] : INFO : Epoch 1698 | loss: 0.0311526 | val_loss: 0.0311632 | Time: 4290.28 ms [2022-04-10 05:11:52 main:574] : INFO : Epoch 1699 | loss: 0.0311521 | val_loss: 0.0311629 | Time: 4171.48 ms [2022-04-10 05:11:56 main:574] : INFO : Epoch 1700 | loss: 0.0311543 | val_loss: 0.0311627 | Time: 4286.69 ms [2022-04-10 05:12:00 main:574] : INFO : Epoch 1701 | loss: 0.0311549 | val_loss: 0.0311617 | Time: 4260.3 ms [2022-04-10 05:12:04 main:574] : INFO : Epoch 1702 | loss: 0.0311526 | val_loss: 0.0311624 | Time: 4182.34 ms [2022-04-10 05:12:09 main:574] : INFO : Epoch 1703 | loss: 0.0311546 | val_loss: 0.0311631 | Time: 4192.04 ms [2022-04-10 05:12:13 main:574] : INFO : Epoch 1704 | loss: 0.0311553 | val_loss: 0.0311617 | Time: 4172.9 ms [2022-04-10 05:12:17 main:574] : INFO : Epoch 1705 | loss: 0.0311557 | val_loss: 0.0311643 | Time: 4127.58 ms [2022-04-10 05:12:21 main:574] : INFO : Epoch 1706 | loss: 0.0311558 | val_loss: 0.03116 | Time: 4067.06 ms [2022-04-10 05:12:25 main:574] : INFO : Epoch 1707 | loss: 0.0311543 | val_loss: 0.0311626 | Time: 4221.36 ms [2022-04-10 05:12:30 main:574] : INFO : Epoch 1708 | loss: 0.0311563 | val_loss: 0.0311612 | Time: 4225.69 ms [2022-04-10 05:12:34 main:574] : INFO : Epoch 1709 | loss: 0.0311564 | val_loss: 0.0311607 | Time: 4223.21 ms [2022-04-10 05:12:38 main:574] : INFO : Epoch 1710 | loss: 0.0311549 | val_loss: 0.0311603 | Time: 4223.49 ms [2022-04-10 05:12:42 main:574] : INFO : Epoch 1711 | loss: 0.0311545 | val_loss: 0.0311646 | Time: 4198.36 ms [2022-04-10 05:12:46 main:574] : INFO : Epoch 1712 | loss: 0.0311555 | val_loss: 0.0311616 | Time: 4158.83 ms [2022-04-10 05:12:50 main:574] : INFO : Epoch 1713 | loss: 0.0311561 | val_loss: 0.0311621 | Time: 4145.69 ms [2022-04-10 05:12:55 main:574] : INFO : Epoch 1714 | loss: 0.031165 | val_loss: 0.0311672 | Time: 4158.48 ms [2022-04-10 05:12:59 main:574] : INFO : Epoch 1715 | loss: 0.0311661 | val_loss: 0.0311615 | Time: 4244.82 ms [2022-04-10 05:13:03 main:574] : INFO : Epoch 1716 | loss: 0.0311679 | val_loss: 0.0311682 | Time: 4212.14 ms [2022-04-10 05:13:07 main:574] : INFO : Epoch 1717 | loss: 0.0311697 | val_loss: 0.0311674 | Time: 4227.23 ms [2022-04-10 05:13:11 main:574] : INFO : Epoch 1718 | loss: 0.0311678 | val_loss: 0.0311667 | Time: 4040.33 ms [2022-04-10 05:13:16 main:574] : INFO : Epoch 1719 | loss: 0.0311671 | val_loss: 0.0311683 | Time: 4226.63 ms [2022-04-10 05:13:20 main:574] : INFO : Epoch 1720 | loss: 0.0311731 | val_loss: 0.0311738 | Time: 4025.67 ms [2022-04-10 05:13:24 main:574] : INFO : Epoch 1721 | loss: 0.0311782 | val_loss: 0.0311715 | Time: 4153.43 ms [2022-04-10 05:13:28 main:574] : INFO : Epoch 1722 | loss: 0.0311756 | val_loss: 0.0311722 | Time: 4150.88 ms [2022-04-10 05:13:32 main:574] : INFO : Epoch 1723 | loss: 0.0311713 | val_loss: 0.0311698 | Time: 4202.01 ms [2022-04-10 05:13:36 main:574] : INFO : Epoch 1724 | loss: 0.0311699 | val_loss: 0.0311695 | Time: 4130.47 ms [2022-04-10 05:13:41 main:574] : INFO : Epoch 1725 | loss: 0.0311689 | val_loss: 0.0311701 | Time: 4350.47 ms [2022-04-10 05:13:45 main:574] : INFO : Epoch 1726 | loss: 0.0311712 | val_loss: 0.0311729 | Time: 4239.59 ms [2022-04-10 05:13:49 main:574] : INFO : Epoch 1727 | loss: 0.0311892 | val_loss: 0.031192 | Time: 4168.96 ms [2022-04-10 05:13:53 main:574] : INFO : Epoch 1728 | loss: 0.0311933 | val_loss: 0.031188 | Time: 4173.75 ms [2022-04-10 05:13:57 main:574] : INFO : Epoch 1729 | loss: 0.0311905 | val_loss: 0.0311853 | Time: 4123.03 ms [2022-04-10 05:14:02 main:574] : INFO : Epoch 1730 | loss: 0.0311905 | val_loss: 0.0311873 | Time: 4195.45 ms [2022-04-10 05:14:06 main:574] : INFO : Epoch 1731 | loss: 0.0311834 | val_loss: 0.0311782 | Time: 4184.19 ms [2022-04-10 05:14:10 main:574] : INFO : Epoch 1732 | loss: 0.0311769 | val_loss: 0.0311729 | Time: 4180.75 ms [2022-04-10 05:14:14 main:574] : INFO : Epoch 1733 | loss: 0.031174 | val_loss: 0.0311725 | Time: 4207.77 ms [2022-04-10 05:14:18 main:574] : INFO : Epoch 1734 | loss: 0.0311737 | val_loss: 0.031171 | Time: 4331.77 ms [2022-04-10 05:14:23 main:574] : INFO : Epoch 1735 | loss: 0.0311738 | val_loss: 0.0311767 | Time: 4133.65 ms [2022-04-10 05:14:27 main:574] : INFO : Epoch 1736 | loss: 0.0311737 | val_loss: 0.0311714 | Time: 4153.47 ms [2022-04-10 05:14:31 main:574] : INFO : Epoch 1737 | loss: 0.031175 | val_loss: 0.0311715 | Time: 4386.65 ms [2022-04-10 05:14:35 main:574] : INFO : Epoch 1738 | loss: 0.0311739 | val_loss: 0.0311714 | Time: 4215.41 ms [2022-04-10 05:14:40 main:574] : INFO : Epoch 1739 | loss: 0.0311736 | val_loss: 0.0311715 | Time: 4217.65 ms [2022-04-10 05:14:44 main:574] : INFO : Epoch 1740 | loss: 0.0311724 | val_loss: 0.0311696 | Time: 4231.82 ms [2022-04-10 05:14:48 main:574] : INFO : Epoch 1741 | loss: 0.0311723 | val_loss: 0.0311697 | Time: 4206.59 ms [2022-04-10 05:14:52 main:574] : INFO : Epoch 1742 | loss: 0.0311716 | val_loss: 0.03117 | Time: 4209.32 ms [2022-04-10 05:14:57 main:574] : INFO : Epoch 1743 | loss: 0.0311736 | val_loss: 0.0311765 | Time: 4310.27 ms [2022-04-10 05:15:01 main:574] : INFO : Epoch 1744 | loss: 0.0311732 | val_loss: 0.0311685 | Time: 4236.47 ms [2022-04-10 05:15:05 main:574] : INFO : Epoch 1745 | loss: 0.0311717 | val_loss: 0.0311672 | Time: 4144.76 ms [2022-04-10 05:15:09 main:574] : INFO : Epoch 1746 | loss: 0.0311715 | val_loss: 0.0311673 | Time: 4275.21 ms [2022-04-10 05:15:13 main:574] : INFO : Epoch 1747 | loss: 0.031172 | val_loss: 0.0311691 | Time: 4209.19 ms [2022-04-10 05:15:18 main:574] : INFO : Epoch 1748 | loss: 0.0311696 | val_loss: 0.0311687 | Time: 4203.47 ms [2022-04-10 05:15:22 main:574] : INFO : Epoch 1749 | loss: 0.0311701 | val_loss: 0.0311697 | Time: 4101.05 ms [2022-04-10 05:15:26 main:574] : INFO : Epoch 1750 | loss: 0.0311708 | val_loss: 0.0311709 | Time: 4141.6 ms [2022-04-10 05:15:30 main:574] : INFO : Epoch 1751 | loss: 0.0311701 | val_loss: 0.0311678 | Time: 4269.42 ms [2022-04-10 05:15:34 main:574] : INFO : Epoch 1752 | loss: 0.0311681 | val_loss: 0.0311687 | Time: 4219.93 ms [2022-04-10 05:15:39 main:574] : INFO : Epoch 1753 | loss: 0.0311687 | val_loss: 0.0311696 | Time: 4307.36 ms [2022-04-10 05:15:43 main:574] : INFO : Epoch 1754 | loss: 0.0311692 | val_loss: 0.0311675 | Time: 4161.48 ms [2022-04-10 05:15:47 main:574] : INFO : Epoch 1755 | loss: 0.0311691 | val_loss: 0.0311692 | Time: 4226.56 ms [2022-04-10 05:15:52 main:574] : INFO : Epoch 1756 | loss: 0.0311687 | val_loss: 0.0311673 | Time: 4376.42 ms [2022-04-10 05:15:56 main:574] : INFO : Epoch 1757 | loss: 0.0311681 | val_loss: 0.0311683 | Time: 4292.79 ms [2022-04-10 05:16:00 main:574] : INFO : Epoch 1758 | loss: 0.031169 | val_loss: 0.0311675 | Time: 4216.49 ms [2022-04-10 05:16:04 main:574] : INFO : Epoch 1759 | loss: 0.0311683 | val_loss: 0.0311686 | Time: 4351.17 ms [2022-04-10 05:16:09 main:574] : INFO : Epoch 1760 | loss: 0.0311692 | val_loss: 0.0311673 | Time: 4196.86 ms [2022-04-10 05:16:13 main:574] : INFO : Epoch 1761 | loss: 0.0311694 | val_loss: 0.031168 | Time: 4191.25 ms [2022-04-10 05:16:17 main:574] : INFO : Epoch 1762 | loss: 0.0311695 | val_loss: 0.0311699 | Time: 4182.51 ms [2022-04-10 05:16:21 main:574] : INFO : Epoch 1763 | loss: 0.0311675 | val_loss: 0.0311667 | Time: 4184.53 ms [2022-04-10 05:16:25 main:574] : INFO : Epoch 1764 | loss: 0.0311666 | val_loss: 0.0311676 | Time: 4083.57 ms [2022-04-10 05:16:30 main:574] : INFO : Epoch 1765 | loss: 0.0311684 | val_loss: 0.0311655 | Time: 4232.59 ms [2022-04-10 05:16:34 main:574] : INFO : Epoch 1766 | loss: 0.0311671 | val_loss: 0.0311662 | Time: 4296.95 ms [2022-04-10 05:16:38 main:574] : INFO : Epoch 1767 | loss: 0.0311682 | val_loss: 0.0311668 | Time: 4109.14 ms [2022-04-10 05:16:42 main:574] : INFO : Epoch 1768 | loss: 0.0311676 | val_loss: 0.0311718 | Time: 4255.65 ms [2022-04-10 05:16:46 main:574] : INFO : Epoch 1769 | loss: 0.0311685 | val_loss: 0.031171 | Time: 4134.19 ms [2022-04-10 05:16:50 main:574] : INFO : Epoch 1770 | loss: 0.031167 | val_loss: 0.0311716 | Time: 4107.7 ms [2022-04-10 05:16:55 main:574] : INFO : Epoch 1771 | loss: 0.0311675 | val_loss: 0.0311666 | Time: 4195.16 ms [2022-04-10 05:16:59 main:574] : INFO : Epoch 1772 | loss: 0.0311658 | val_loss: 0.0311672 | Time: 4068.1 ms [2022-04-10 05:17:03 main:574] : INFO : Epoch 1773 | loss: 0.0311656 | val_loss: 0.031165 | Time: 4223.76 ms [2022-04-10 05:17:07 main:574] : INFO : Epoch 1774 | loss: 0.031175 | val_loss: 0.0311698 | Time: 4316.15 ms [2022-04-10 05:17:11 main:574] : INFO : Epoch 1775 | loss: 0.0311732 | val_loss: 0.0311679 | Time: 4149.44 ms [2022-04-10 05:17:16 main:574] : INFO : Epoch 1776 | loss: 0.0311713 | val_loss: 0.0311689 | Time: 4096.56 ms [2022-04-10 05:17:20 main:574] : INFO : Epoch 1777 | loss: 0.0311728 | val_loss: 0.0311747 | Time: 4280.51 ms [2022-04-10 05:17:24 main:574] : INFO : Epoch 1778 | loss: 0.0311746 | val_loss: 0.0311674 | Time: 4161.4 ms [2022-04-10 05:17:28 main:574] : INFO : Epoch 1779 | loss: 0.0311707 | val_loss: 0.0311665 | Time: 4234.89 ms [2022-04-10 05:17:33 main:574] : INFO : Epoch 1780 | loss: 0.0311693 | val_loss: 0.031167 | Time: 4359.67 ms [2022-04-10 05:17:37 main:574] : INFO : Epoch 1781 | loss: 0.0311694 | val_loss: 0.0311692 | Time: 4206.72 ms [2022-04-10 05:17:41 main:574] : INFO : Epoch 1782 | loss: 0.0311688 | val_loss: 0.0311687 | Time: 4134.24 ms [2022-04-10 05:17:45 main:574] : INFO : Epoch 1783 | loss: 0.0311696 | val_loss: 0.0311701 | Time: 4310.8 ms [2022-04-10 05:17:50 main:574] : INFO : Epoch 1784 | loss: 0.0311691 | val_loss: 0.0311678 | Time: 4314.22 ms [2022-04-10 05:17:54 main:574] : INFO : Epoch 1785 | loss: 0.0311675 | val_loss: 0.0311695 | Time: 4272.57 ms [2022-04-10 05:17:58 main:574] : INFO : Epoch 1786 | loss: 0.0311695 | val_loss: 0.0311691 | Time: 4192.53 ms [2022-04-10 05:18:02 main:574] : INFO : Epoch 1787 | loss: 0.0311688 | val_loss: 0.0311698 | Time: 4146.28 ms [2022-04-10 05:18:06 main:574] : INFO : Epoch 1788 | loss: 0.0311677 | val_loss: 0.0311704 | Time: 4173.8 ms [2022-04-10 05:18:11 main:574] : INFO : Epoch 1789 | loss: 0.0311688 | val_loss: 0.0311687 | Time: 4235.4 ms [2022-04-10 05:18:15 main:574] : INFO : Epoch 1790 | loss: 0.0311676 | val_loss: 0.0311676 | Time: 4273.82 ms [2022-04-10 05:18:19 main:574] : INFO : Epoch 1791 | loss: 0.031167 | val_loss: 0.0311692 | Time: 4295.65 ms [2022-04-10 05:18:23 main:574] : INFO : Epoch 1792 | loss: 0.0311693 | val_loss: 0.0311753 | Time: 4206.79 ms [2022-04-10 05:18:28 main:574] : INFO : Epoch 1793 | loss: 0.0311679 | val_loss: 0.0311711 | Time: 4268.75 ms [2022-04-10 05:18:32 main:574] : INFO : Epoch 1794 | loss: 0.0311682 | val_loss: 0.0311699 | Time: 4194.68 ms [2022-04-10 05:18:36 main:574] : INFO : Epoch 1795 | loss: 0.0311668 | val_loss: 0.0311682 | Time: 4099.12 ms [2022-04-10 05:18:40 main:574] : INFO : Epoch 1796 | loss: 0.0311682 | val_loss: 0.0311675 | Time: 4353.94 ms [2022-04-10 05:18:44 main:574] : INFO : Epoch 1797 | loss: 0.0311662 | val_loss: 0.0311674 | Time: 4048.64 ms [2022-04-10 05:18:49 main:574] : INFO : Epoch 1798 | loss: 0.0311662 | val_loss: 0.0311669 | Time: 4225.93 ms [2022-04-10 05:18:53 main:574] : INFO : Epoch 1799 | loss: 0.0311678 | val_loss: 0.0311702 | Time: 4228.69 ms [2022-04-10 05:18:57 main:574] : INFO : Epoch 1800 | loss: 0.0311674 | val_loss: 0.0311683 | Time: 4113.92 ms [2022-04-10 05:19:01 main:574] : INFO : Epoch 1801 | loss: 0.0311688 | val_loss: 0.0311698 | Time: 4039.43 ms [2022-04-10 05:19:05 main:574] : INFO : Epoch 1802 | loss: 0.0311728 | val_loss: 0.031173 | Time: 4188.03 ms [2022-04-10 05:19:09 main:574] : INFO : Epoch 1803 | loss: 0.0311768 | val_loss: 0.0311711 | Time: 4163.69 ms [2022-04-10 05:19:13 main:574] : INFO : Epoch 1804 | loss: 0.0311721 | val_loss: 0.0311705 | Time: 4166.33 ms [2022-04-10 05:19:18 main:574] : INFO : Epoch 1805 | loss: 0.0311712 | val_loss: 0.0311683 | Time: 4321.1 ms [2022-04-10 05:19:22 main:574] : INFO : Epoch 1806 | loss: 0.0311698 | val_loss: 0.0311686 | Time: 4158.58 ms [2022-04-10 05:19:26 main:574] : INFO : Epoch 1807 | loss: 0.0311696 | val_loss: 0.0311711 | Time: 4255.55 ms [2022-04-10 05:19:30 main:574] : INFO : Epoch 1808 | loss: 0.031169 | val_loss: 0.0311722 | Time: 4205.02 ms [2022-04-10 05:19:35 main:574] : INFO : Epoch 1809 | loss: 0.031168 | val_loss: 0.0311727 | Time: 4258.14 ms [2022-04-10 05:19:39 main:574] : INFO : Epoch 1810 | loss: 0.0311678 | val_loss: 0.0311715 | Time: 4176.08 ms [2022-04-10 05:19:43 main:574] : INFO : Epoch 1811 | loss: 0.0311679 | val_loss: 0.0311727 | Time: 4200.18 ms [2022-04-10 05:19:47 main:574] : INFO : Epoch 1812 | loss: 0.0311678 | val_loss: 0.031175 | Time: 4174.67 ms [2022-04-10 05:19:51 main:574] : INFO : Epoch 1813 | loss: 0.0311702 | val_loss: 0.0311761 | Time: 4145.92 ms [2022-04-10 05:19:56 main:574] : INFO : Epoch 1814 | loss: 0.0311732 | val_loss: 0.0311738 | Time: 4304.51 ms [2022-04-10 05:20:00 main:574] : INFO : Epoch 1815 | loss: 0.0311716 | val_loss: 0.0311714 | Time: 4198.61 ms [2022-04-10 05:20:04 main:574] : INFO : Epoch 1816 | loss: 0.0311713 | val_loss: 0.0311694 | Time: 4097.06 ms [2022-04-10 05:20:08 main:574] : INFO : Epoch 1817 | loss: 0.0311701 | val_loss: 0.0311701 | Time: 4278.89 ms [2022-04-10 05:20:12 main:574] : INFO : Epoch 1818 | loss: 0.0311782 | val_loss: 0.0311731 | Time: 4116.41 ms [2022-04-10 05:20:17 main:574] : INFO : Epoch 1819 | loss: 0.0311766 | val_loss: 0.0311728 | Time: 4198.99 ms [2022-04-10 05:20:21 main:574] : INFO : Epoch 1820 | loss: 0.0311752 | val_loss: 0.0311705 | Time: 4212.7 ms [2022-04-10 05:20:25 main:574] : INFO : Epoch 1821 | loss: 0.0311722 | val_loss: 0.0311687 | Time: 4087.13 ms [2022-04-10 05:20:29 main:574] : INFO : Epoch 1822 | loss: 0.0311702 | val_loss: 0.0311682 | Time: 4229.2 ms [2022-04-10 05:20:33 main:574] : INFO : Epoch 1823 | loss: 0.0311704 | val_loss: 0.031171 | Time: 4219.67 ms [2022-04-10 05:20:38 main:574] : INFO : Epoch 1824 | loss: 0.0311708 | val_loss: 0.0311687 | Time: 4240.64 ms [2022-04-10 05:20:42 main:574] : INFO : Epoch 1825 | loss: 0.0311708 | val_loss: 0.0311684 | Time: 4151.38 ms [2022-04-10 05:20:46 main:574] : INFO : Epoch 1826 | loss: 0.0311708 | val_loss: 0.0311713 | Time: 4284.07 ms [2022-04-10 05:20:50 main:574] : INFO : Epoch 1827 | loss: 0.0311705 | val_loss: 0.0311683 | Time: 4256.83 ms [2022-04-10 05:20:55 main:574] : INFO : Epoch 1828 | loss: 0.031169 | val_loss: 0.0311684 | Time: 4136.77 ms [2022-04-10 05:20:59 main:574] : INFO : Epoch 1829 | loss: 0.0311684 | val_loss: 0.0311677 | Time: 4305.57 ms [2022-04-10 05:21:03 main:574] : INFO : Epoch 1830 | loss: 0.0311691 | val_loss: 0.0311718 | Time: 4299.92 ms [2022-04-10 05:21:07 main:574] : INFO : Epoch 1831 | loss: 0.0311711 | val_loss: 0.0311702 | Time: 4247.39 ms [2022-04-10 05:21:12 main:574] : INFO : Epoch 1832 | loss: 0.0311701 | val_loss: 0.0311711 | Time: 4185.31 ms [2022-04-10 05:21:16 main:574] : INFO : Epoch 1833 | loss: 0.0311694 | val_loss: 0.0311703 | Time: 4274.02 ms [2022-04-10 05:21:20 main:574] : INFO : Epoch 1834 | loss: 0.0311689 | val_loss: 0.0311729 | Time: 4237.69 ms [2022-04-10 05:21:24 main:574] : INFO : Epoch 1835 | loss: 0.0311714 | val_loss: 0.0311749 | Time: 4213.25 ms [2022-04-10 05:21:28 main:574] : INFO : Epoch 1836 | loss: 0.0311724 | val_loss: 0.0311724 | Time: 4171.55 ms [2022-04-10 05:21:33 main:574] : INFO : Epoch 1837 | loss: 0.0311708 | val_loss: 0.0311739 | Time: 4230.5 ms [2022-04-10 05:21:37 main:574] : INFO : Epoch 1838 | loss: 0.031171 | val_loss: 0.0311714 | Time: 4156.95 ms [2022-04-10 05:21:41 main:574] : INFO : Epoch 1839 | loss: 0.0311703 | val_loss: 0.0311716 | Time: 4120.52 ms [2022-04-10 05:21:45 main:574] : INFO : Epoch 1840 | loss: 0.03117 | val_loss: 0.0311702 | Time: 4134.59 ms [2022-04-10 05:21:49 main:574] : INFO : Epoch 1841 | loss: 0.0311685 | val_loss: 0.03117 | Time: 4159.29 ms [2022-04-10 05:21:54 main:574] : INFO : Epoch 1842 | loss: 0.0311705 | val_loss: 0.0311762 | Time: 4267.01 ms [2022-04-10 05:21:58 main:574] : INFO : Epoch 1843 | loss: 0.0311698 | val_loss: 0.0311703 | Time: 4151.62 ms [2022-04-10 05:22:02 main:574] : INFO : Epoch 1844 | loss: 0.0311699 | val_loss: 0.0311767 | Time: 4130.31 ms [2022-04-10 05:22:06 main:574] : INFO : Epoch 1845 | loss: 0.031171 | val_loss: 0.0311693 | Time: 4163.22 ms [2022-04-10 05:22:10 main:574] : INFO : Epoch 1846 | loss: 0.0311685 | val_loss: 0.0311695 | Time: 4054.44 ms [2022-04-10 05:22:14 main:574] : INFO : Epoch 1847 | loss: 0.0311698 | val_loss: 0.0311694 | Time: 4224.39 ms [2022-04-10 05:22:18 main:574] : INFO : Epoch 1848 | loss: 0.0311709 | val_loss: 0.0311713 | Time: 4129.95 ms [2022-04-10 05:22:23 main:574] : INFO : Epoch 1849 | loss: 0.031168 | val_loss: 0.0311688 | Time: 4087.65 ms [2022-04-10 05:22:27 main:574] : INFO : Epoch 1850 | loss: 0.0311689 | val_loss: 0.0311695 | Time: 4162.57 ms [2022-04-10 05:22:31 main:574] : INFO : Epoch 1851 | loss: 0.0311671 | val_loss: 0.0311689 | Time: 4259.36 ms [2022-04-10 05:22:35 main:574] : INFO : Epoch 1852 | loss: 0.0311668 | val_loss: 0.03117 | Time: 4099.53 ms [2022-04-10 05:22:39 main:574] : INFO : Epoch 1853 | loss: 0.0311673 | val_loss: 0.0311702 | Time: 4228.38 ms [2022-04-10 05:22:44 main:574] : INFO : Epoch 1854 | loss: 0.0311678 | val_loss: 0.0311698 | Time: 4203.91 ms [2022-04-10 05:22:48 main:574] : INFO : Epoch 1855 | loss: 0.0311674 | val_loss: 0.0311709 | Time: 4101.35 ms [2022-04-10 05:22:52 main:574] : INFO : Epoch 1856 | loss: 0.0311669 | val_loss: 0.0311697 | Time: 4292.03 ms [2022-04-10 05:22:56 main:574] : INFO : Epoch 1857 | loss: 0.0311698 | val_loss: 0.0311698 | Time: 4194.05 ms [2022-04-10 05:23:00 main:574] : INFO : Epoch 1858 | loss: 0.0311707 | val_loss: 0.0311735 | Time: 4201.39 ms [2022-04-10 05:23:04 main:574] : INFO : Epoch 1859 | loss: 0.0311676 | val_loss: 0.0311705 | Time: 4139.04 ms [2022-04-10 05:23:09 main:574] : INFO : Epoch 1860 | loss: 0.0311664 | val_loss: 0.0311691 | Time: 4162.62 ms [2022-04-10 05:23:13 main:574] : INFO : Epoch 1861 | loss: 0.0311665 | val_loss: 0.0311712 | Time: 4246.14 ms [2022-04-10 05:23:17 main:574] : INFO : Epoch 1862 | loss: 0.031167 | val_loss: 0.0311708 | Time: 4134.42 ms [2022-04-10 05:23:21 main:574] : INFO : Epoch 1863 | loss: 0.0311664 | val_loss: 0.0311707 | Time: 4201.89 ms [2022-04-10 05:23:25 main:574] : INFO : Epoch 1864 | loss: 0.0311667 | val_loss: 0.0311705 | Time: 4097.78 ms [2022-04-10 05:23:30 main:574] : INFO : Epoch 1865 | loss: 0.0311659 | val_loss: 0.0311705 | Time: 4175.65 ms [2022-04-10 05:23:34 main:574] : INFO : Epoch 1866 | loss: 0.0311675 | val_loss: 0.0311705 | Time: 4226.82 ms [2022-04-10 05:23:38 main:574] : INFO : Epoch 1867 | loss: 0.0311672 | val_loss: 0.0311698 | Time: 4133.64 ms [2022-04-10 05:23:42 main:574] : INFO : Epoch 1868 | loss: 0.0311668 | val_loss: 0.031174 | Time: 4181.3 ms [2022-04-10 05:23:46 main:574] : INFO : Epoch 1869 | loss: 0.0311674 | val_loss: 0.0311697 | Time: 4326.39 ms [2022-04-10 05:23:51 main:574] : INFO : Epoch 1870 | loss: 0.0311667 | val_loss: 0.031171 | Time: 4258.83 ms [2022-04-10 05:23:55 main:574] : INFO : Epoch 1871 | loss: 0.0311684 | val_loss: 0.0311699 | Time: 4277.65 ms [2022-04-10 05:23:59 main:574] : INFO : Epoch 1872 | loss: 0.031167 | val_loss: 0.0311704 | Time: 4282.87 ms [2022-04-10 05:24:03 main:574] : INFO : Epoch 1873 | loss: 0.0311679 | val_loss: 0.0311704 | Time: 4225.29 ms [2022-04-10 05:24:08 main:574] : INFO : Epoch 1874 | loss: 0.0311678 | val_loss: 0.0311695 | Time: 4235.54 ms [2022-04-10 05:24:12 main:574] : INFO : Epoch 1875 | loss: 0.0311683 | val_loss: 0.03117 | Time: 4172.87 ms [2022-04-10 05:24:16 main:574] : INFO : Epoch 1876 | loss: 0.0311674 | val_loss: 0.0311682 | Time: 4080.57 ms [2022-04-10 05:24:20 main:574] : INFO : Epoch 1877 | loss: 0.0311657 | val_loss: 0.0311687 | Time: 4229.74 ms [2022-04-10 05:24:24 main:574] : INFO : Epoch 1878 | loss: 0.0311655 | val_loss: 0.031168 | Time: 4228.14 ms [2022-04-10 05:24:29 main:574] : INFO : Epoch 1879 | loss: 0.0311653 | val_loss: 0.031169 | Time: 4231.43 ms [2022-04-10 05:24:33 main:574] : INFO : Epoch 1880 | loss: 0.0311654 | val_loss: 0.0311682 | Time: 4124.75 ms [2022-04-10 05:24:37 main:574] : INFO : Epoch 1881 | loss: 0.0311663 | val_loss: 0.0311687 | Time: 4228.37 ms [2022-04-10 05:24:41 main:574] : INFO : Epoch 1882 | loss: 0.0311659 | val_loss: 0.031173 | Time: 4194.77 ms [2022-04-10 05:24:45 main:574] : INFO : Epoch 1883 | loss: 0.031166 | val_loss: 0.0311682 | Time: 4252.18 ms [2022-04-10 05:24:50 main:574] : INFO : Epoch 1884 | loss: 0.0311655 | val_loss: 0.0311686 | Time: 4273.18 ms [2022-04-10 05:24:54 main:574] : INFO : Epoch 1885 | loss: 0.0311665 | val_loss: 0.0311706 | Time: 4248.7 ms [2022-04-10 05:24:58 main:574] : INFO : Epoch 1886 | loss: 0.0311664 | val_loss: 0.031169 | Time: 4302.98 ms [2022-04-10 05:25:03 main:574] : INFO : Epoch 1887 | loss: 0.0311653 | val_loss: 0.0311698 | Time: 4176.63 ms [2022-04-10 05:25:07 main:574] : INFO : Epoch 1888 | loss: 0.0311656 | val_loss: 0.0311698 | Time: 4287.09 ms [2022-04-10 05:25:11 main:574] : INFO : Epoch 1889 | loss: 0.0311653 | val_loss: 0.0311702 | Time: 4114.65 ms [2022-04-10 05:25:15 main:574] : INFO : Epoch 1890 | loss: 0.0311653 | val_loss: 0.0311688 | Time: 4189.74 ms [2022-04-10 05:25:19 main:574] : INFO : Epoch 1891 | loss: 0.0311648 | val_loss: 0.0311702 | Time: 4126.23 ms [2022-04-10 05:25:23 main:574] : INFO : Epoch 1892 | loss: 0.0311646 | val_loss: 0.0311702 | Time: 4232.42 ms [2022-04-10 05:25:28 main:574] : INFO : Epoch 1893 | loss: 0.0311652 | val_loss: 0.0311721 | Time: 4241.92 ms [2022-04-10 05:25:32 main:574] : INFO : Epoch 1894 | loss: 0.0311665 | val_loss: 0.0311727 | Time: 4170.88 ms [2022-04-10 05:25:36 main:574] : INFO : Epoch 1895 | loss: 0.0311649 | val_loss: 0.0311699 | Time: 4063.44 ms [2022-04-10 05:25:40 main:574] : INFO : Epoch 1896 | loss: 0.0311656 | val_loss: 0.0311682 | Time: 4112.46 ms [2022-04-10 05:25:44 main:574] : INFO : Epoch 1897 | loss: 0.0311637 | val_loss: 0.0311701 | Time: 4257.84 ms [2022-04-10 05:25:48 main:574] : INFO : Epoch 1898 | loss: 0.0311646 | val_loss: 0.0311714 | Time: 4027.64 ms [2022-04-10 05:25:53 main:574] : INFO : Epoch 1899 | loss: 0.03117 | val_loss: 0.0311729 | Time: 4267.51 ms [2022-04-10 05:25:57 main:574] : INFO : Epoch 1900 | loss: 0.0311715 | val_loss: 0.0311705 | Time: 4160.57 ms [2022-04-10 05:26:01 main:574] : INFO : Epoch 1901 | loss: 0.0311697 | val_loss: 0.0311718 | Time: 4041.69 ms [2022-04-10 05:26:05 main:574] : INFO : Epoch 1902 | loss: 0.0311707 | val_loss: 0.0311732 | Time: 4372.29 ms [2022-04-10 05:26:09 main:574] : INFO : Epoch 1903 | loss: 0.0311683 | val_loss: 0.0311703 | Time: 4178.54 ms [2022-04-10 05:26:14 main:574] : INFO : Epoch 1904 | loss: 0.0311694 | val_loss: 0.0311847 | Time: 4173.17 ms [2022-04-10 05:26:18 main:574] : INFO : Epoch 1905 | loss: 0.0311707 | val_loss: 0.0311702 | Time: 4233.27 ms [2022-04-10 05:26:22 main:574] : INFO : Epoch 1906 | loss: 0.0311698 | val_loss: 0.0311726 | Time: 4213.12 ms [2022-04-10 05:26:26 main:574] : INFO : Epoch 1907 | loss: 0.031171 | val_loss: 0.0311738 | Time: 4218.72 ms [2022-04-10 05:26:30 main:574] : INFO : Epoch 1908 | loss: 0.0311702 | val_loss: 0.0311721 | Time: 4194.88 ms [2022-04-10 05:26:35 main:574] : INFO : Epoch 1909 | loss: 0.0311689 | val_loss: 0.0311718 | Time: 4172.25 ms [2022-04-10 05:26:39 main:574] : INFO : Epoch 1910 | loss: 0.0311671 | val_loss: 0.0311713 | Time: 4167.39 ms [2022-04-10 05:26:43 main:574] : INFO : Epoch 1911 | loss: 0.0311673 | val_loss: 0.0311739 | Time: 4228.7 ms [2022-04-10 05:26:47 main:574] : INFO : Epoch 1912 | loss: 0.0311666 | val_loss: 0.0311733 | Time: 4192.24 ms [2022-04-10 05:26:51 main:574] : INFO : Epoch 1913 | loss: 0.0311673 | val_loss: 0.0311723 | Time: 4186.83 ms [2022-04-10 05:26:56 main:574] : INFO : Epoch 1914 | loss: 0.03117 | val_loss: 0.0311725 | Time: 4252.68 ms [2022-04-10 05:27:00 main:574] : INFO : Epoch 1915 | loss: 0.0311686 | val_loss: 0.0311701 | Time: 4339.51 ms [2022-04-10 05:27:04 main:574] : INFO : Epoch 1916 | loss: 0.0311672 | val_loss: 0.0311714 | Time: 4228.88 ms [2022-04-10 05:27:09 main:574] : INFO : Epoch 1917 | loss: 0.0311658 | val_loss: 0.0311713 | Time: 4364.48 ms [2022-04-10 05:27:13 main:574] : INFO : Epoch 1918 | loss: 0.0311661 | val_loss: 0.0311728 | Time: 4307.59 ms [2022-04-10 05:27:17 main:574] : INFO : Epoch 1919 | loss: 0.0311658 | val_loss: 0.031174 | Time: 4088.51 ms [2022-04-10 05:27:21 main:574] : INFO : Epoch 1920 | loss: 0.0311671 | val_loss: 0.0311725 | Time: 4228.7 ms [2022-04-10 05:27:26 main:574] : INFO : Epoch 1921 | loss: 0.0311674 | val_loss: 0.0311744 | Time: 4314.49 ms [2022-04-10 05:27:30 main:574] : INFO : Epoch 1922 | loss: 0.0311787 | val_loss: 0.0311859 | Time: 4182.02 ms [2022-04-10 05:27:34 main:574] : INFO : Epoch 1923 | loss: 0.0311926 | val_loss: 0.0311904 | Time: 4242.84 ms [2022-04-10 05:27:38 main:574] : INFO : Epoch 1924 | loss: 0.0312993 | val_loss: 0.039079 | Time: 4260.31 ms [2022-04-10 05:27:42 main:574] : INFO : Epoch 1925 | loss: 0.0346285 | val_loss: 0.0318871 | Time: 4107.43 ms [2022-04-10 05:27:47 main:574] : INFO : Epoch 1926 | loss: 0.0317145 | val_loss: 0.0313652 | Time: 4204.63 ms [2022-04-10 05:27:51 main:574] : INFO : Epoch 1927 | loss: 0.0313107 | val_loss: 0.0312586 | Time: 4181.48 ms [2022-04-10 05:27:55 main:574] : INFO : Epoch 1928 | loss: 0.0312472 | val_loss: 0.0312356 | Time: 4142.1 ms [2022-04-10 05:27:59 main:574] : INFO : Epoch 1929 | loss: 0.0312319 | val_loss: 0.0312239 | Time: 4216.91 ms [2022-04-10 05:28:03 main:574] : INFO : Epoch 1930 | loss: 0.0312238 | val_loss: 0.0312202 | Time: 4158.78 ms [2022-04-10 05:28:07 main:574] : INFO : Epoch 1931 | loss: 0.0312204 | val_loss: 0.0312245 | Time: 4142.01 ms [2022-04-10 05:28:12 main:574] : INFO : Epoch 1932 | loss: 0.0312171 | val_loss: 0.0312116 | Time: 4314.42 ms [2022-04-10 05:28:16 main:574] : INFO : Epoch 1933 | loss: 0.0312136 | val_loss: 0.031209 | Time: 4394.64 ms [2022-04-10 05:28:20 main:574] : INFO : Epoch 1934 | loss: 0.0312108 | val_loss: 0.0312065 | Time: 4242.21 ms [2022-04-10 05:28:25 main:574] : INFO : Epoch 1935 | loss: 0.0312095 | val_loss: 0.0312052 | Time: 4203.03 ms [2022-04-10 05:28:29 main:574] : INFO : Epoch 1936 | loss: 0.0312105 | val_loss: 0.0312095 | Time: 4274.88 ms [2022-04-10 05:28:33 main:574] : INFO : Epoch 1937 | loss: 0.0312092 | val_loss: 0.0312036 | Time: 4250.88 ms [2022-04-10 05:28:37 main:574] : INFO : Epoch 1938 | loss: 0.0312065 | val_loss: 0.0312019 | Time: 4158.05 ms [2022-04-10 05:28:42 main:574] : INFO : Epoch 1939 | loss: 0.0312071 | val_loss: 0.0312021 | Time: 4256.28 ms [2022-04-10 05:28:46 main:574] : INFO : Epoch 1940 | loss: 0.0312066 | val_loss: 0.0312043 | Time: 4330.04 ms [2022-04-10 05:28:50 main:574] : INFO : Epoch 1941 | loss: 0.0312032 | val_loss: 0.0311982 | Time: 4177.36 ms [2022-04-10 05:28:54 main:574] : INFO : Epoch 1942 | loss: 0.0312013 | val_loss: 0.0311956 | Time: 4266.43 ms [2022-04-10 05:28:59 main:574] : INFO : Epoch 1943 | loss: 0.031202 | val_loss: 0.0311961 | Time: 4402.81 ms [2022-04-10 05:29:03 main:574] : INFO : Epoch 1944 | loss: 0.031201 | val_loss: 0.0311943 | Time: 4261.32 ms [2022-04-10 05:29:07 main:574] : INFO : Epoch 1945 | loss: 0.0312019 | val_loss: 0.0311995 | Time: 4092.73 ms [2022-04-10 05:29:11 main:574] : INFO : Epoch 1946 | loss: 0.0312031 | val_loss: 0.0311981 | Time: 4289.52 ms [2022-04-10 05:29:16 main:574] : INFO : Epoch 1947 | loss: 0.0311976 | val_loss: 0.0311897 | Time: 4147.15 ms [2022-04-10 05:29:20 main:574] : INFO : Epoch 1948 | loss: 0.0311951 | val_loss: 0.0311893 | Time: 4191.98 ms [2022-04-10 05:29:24 main:574] : INFO : Epoch 1949 | loss: 0.0312039 | val_loss: 0.0312025 | Time: 4269.25 ms [2022-04-10 05:29:28 main:574] : INFO : Epoch 1950 | loss: 0.0311993 | val_loss: 0.0311938 | Time: 4307.99 ms [2022-04-10 05:29:33 main:574] : INFO : Epoch 1951 | loss: 0.0311933 | val_loss: 0.0311876 | Time: 4153.73 ms [2022-04-10 05:29:37 main:574] : INFO : Epoch 1952 | loss: 0.0311917 | val_loss: 0.0311879 | Time: 4214.09 ms [2022-04-10 05:29:41 main:574] : INFO : Epoch 1953 | loss: 0.0311939 | val_loss: 0.0312008 | Time: 4280.4 ms [2022-04-10 05:29:45 main:574] : INFO : Epoch 1954 | loss: 0.0311953 | val_loss: 0.0311962 | Time: 4176.41 ms [2022-04-10 05:29:49 main:574] : INFO : Epoch 1955 | loss: 0.0311922 | val_loss: 0.0311897 | Time: 4183.59 ms [2022-04-10 05:29:54 main:574] : INFO : Epoch 1956 | loss: 0.0311892 | val_loss: 0.0311866 | Time: 4117.83 ms [2022-04-10 05:29:58 main:574] : INFO : Epoch 1957 | loss: 0.0311891 | val_loss: 0.0311874 | Time: 4121.14 ms [2022-04-10 05:30:02 main:574] : INFO : Epoch 1958 | loss: 0.0311893 | val_loss: 0.0311857 | Time: 4215.77 ms [2022-04-10 05:30:06 main:574] : INFO : Epoch 1959 | loss: 0.0311929 | val_loss: 0.0311894 | Time: 4114.55 ms [2022-04-10 05:30:10 main:574] : INFO : Epoch 1960 | loss: 0.0311985 | val_loss: 0.0311964 | Time: 4189.95 ms [2022-04-10 05:30:15 main:574] : INFO : Epoch 1961 | loss: 0.0312048 | val_loss: 0.0311978 | Time: 4294.68 ms [2022-04-10 05:30:19 main:574] : INFO : Epoch 1962 | loss: 0.0312028 | val_loss: 0.0311936 | Time: 4171.2 ms [2022-04-10 05:30:23 main:574] : INFO : Epoch 1963 | loss: 0.0312017 | val_loss: 0.0311916 | Time: 4216.01 ms [2022-04-10 05:30:27 main:574] : INFO : Epoch 1964 | loss: 0.0311973 | val_loss: 0.0311892 | Time: 4277.73 ms [2022-04-10 05:30:31 main:574] : INFO : Epoch 1965 | loss: 0.0311955 | val_loss: 0.0311865 | Time: 4269.44 ms [2022-04-10 05:30:36 main:574] : INFO : Epoch 1966 | loss: 0.0311953 | val_loss: 0.0312005 | Time: 4148.37 ms [2022-04-10 05:30:40 main:574] : INFO : Epoch 1967 | loss: 0.031195 | val_loss: 0.0311879 | Time: 4237.67 ms [2022-04-10 05:30:44 main:574] : INFO : Epoch 1968 | loss: 0.0311902 | val_loss: 0.0311826 | Time: 4239.13 ms [2022-04-10 05:30:48 main:574] : INFO : Epoch 1969 | loss: 0.0311902 | val_loss: 0.0311817 | Time: 4138.5 ms [2022-04-10 05:30:53 main:574] : INFO : Epoch 1970 | loss: 0.0311906 | val_loss: 0.0311847 | Time: 4378.83 ms [2022-04-10 05:30:57 main:574] : INFO : Epoch 1971 | loss: 0.0311907 | val_loss: 0.0311821 | Time: 4286.74 ms [2022-04-10 05:31:01 main:574] : INFO : Epoch 1972 | loss: 0.0311889 | val_loss: 0.0311842 | Time: 4188.58 ms [2022-04-10 05:31:05 main:574] : INFO : Epoch 1973 | loss: 0.0311898 | val_loss: 0.031194 | Time: 4121.31 ms [2022-04-10 05:31:10 main:574] : INFO : Epoch 1974 | loss: 0.0311955 | val_loss: 0.0311813 | Time: 4347.11 ms [2022-04-10 05:31:14 main:574] : INFO : Epoch 1975 | loss: 0.0311887 | val_loss: 0.0311838 | Time: 4212.78 ms [2022-04-10 05:31:18 main:574] : INFO : Epoch 1976 | loss: 0.0311843 | val_loss: 0.0311799 | Time: 4220.1 ms [2022-04-10 05:31:22 main:574] : INFO : Epoch 1977 | loss: 0.0311833 | val_loss: 0.0311806 | Time: 4201.82 ms [2022-04-10 05:31:26 main:574] : INFO : Epoch 1978 | loss: 0.0311847 | val_loss: 0.0311841 | Time: 4172.6 ms [2022-04-10 05:31:31 main:574] : INFO : Epoch 1979 | loss: 0.0311842 | val_loss: 0.0311793 | Time: 4201.4 ms [2022-04-10 05:31:35 main:574] : INFO : Epoch 1980 | loss: 0.031184 | val_loss: 0.0311788 | Time: 4325.54 ms [2022-04-10 05:31:39 main:574] : INFO : Epoch 1981 | loss: 0.0311817 | val_loss: 0.0311783 | Time: 4141.16 ms [2022-04-10 05:31:43 main:574] : INFO : Epoch 1982 | loss: 0.0311826 | val_loss: 0.0311809 | Time: 4063.58 ms [2022-04-10 05:31:47 main:574] : INFO : Epoch 1983 | loss: 0.0311835 | val_loss: 0.0311785 | Time: 4195.17 ms [2022-04-10 05:31:52 main:574] : INFO : Epoch 1984 | loss: 0.0311837 | val_loss: 0.0311833 | Time: 4160.2 ms [2022-04-10 05:31:56 main:574] : INFO : Epoch 1985 | loss: 0.0311817 | val_loss: 0.0311763 | Time: 4193.21 ms [2022-04-10 05:32:00 main:574] : INFO : Epoch 1986 | loss: 0.0311806 | val_loss: 0.0311749 | Time: 4186.34 ms [2022-04-10 05:32:04 main:574] : INFO : Epoch 1987 | loss: 0.0311805 | val_loss: 0.0311752 | Time: 4233.68 ms [2022-04-10 05:32:08 main:574] : INFO : Epoch 1988 | loss: 0.0311798 | val_loss: 0.0311747 | Time: 4283.18 ms [2022-04-10 05:32:13 main:574] : INFO : Epoch 1989 | loss: 0.0311804 | val_loss: 0.0311743 | Time: 4265.68 ms [2022-04-10 05:32:17 main:574] : INFO : Epoch 1990 | loss: 0.0311792 | val_loss: 0.0311744 | Time: 4148.75 ms [2022-04-10 05:32:21 main:574] : INFO : Epoch 1991 | loss: 0.03118 | val_loss: 0.0311744 | Time: 4242.08 ms [2022-04-10 05:32:25 main:574] : INFO : Epoch 1992 | loss: 0.031181 | val_loss: 0.0311757 | Time: 4303.39 ms [2022-04-10 05:32:30 main:574] : INFO : Epoch 1993 | loss: 0.0311796 | val_loss: 0.0311754 | Time: 4242.37 ms [2022-04-10 05:32:34 main:574] : INFO : Epoch 1994 | loss: 0.0311798 | val_loss: 0.0311765 | Time: 4263.51 ms [2022-04-10 05:32:38 main:574] : INFO : Epoch 1995 | loss: 0.0311796 | val_loss: 0.0311767 | Time: 4161.18 ms [2022-04-10 05:32:42 main:574] : INFO : Epoch 1996 | loss: 0.0311796 | val_loss: 0.0311749 | Time: 4146.33 ms [2022-04-10 05:32:46 main:574] : INFO : Epoch 1997 | loss: 0.0311796 | val_loss: 0.0311735 | Time: 4155.44 ms [2022-04-10 05:32:51 main:574] : INFO : Epoch 1998 | loss: 0.0311817 | val_loss: 0.0311774 | Time: 4255.7 ms [2022-04-10 05:32:55 main:574] : INFO : Epoch 1999 | loss: 0.0311814 | val_loss: 0.0311782 | Time: 4148.85 ms [2022-04-10 05:32:59 main:574] : INFO : Epoch 2000 | loss: 0.0311786 | val_loss: 0.0311767 | Time: 4031.37 ms [2022-04-10 05:33:03 main:574] : INFO : Epoch 2001 | loss: 0.0311793 | val_loss: 0.0311756 | Time: 4117.56 ms [2022-04-10 05:33:07 main:574] : INFO : Epoch 2002 | loss: 0.0311789 | val_loss: 0.0311734 | Time: 4221.46 ms [2022-04-10 05:33:11 main:574] : INFO : Epoch 2003 | loss: 0.0311775 | val_loss: 0.0311744 | Time: 4167.48 ms [2022-04-10 05:33:16 main:574] : INFO : Epoch 2004 | loss: 0.0311779 | val_loss: 0.0311733 | Time: 4301.82 ms [2022-04-10 05:33:20 main:574] : INFO : Epoch 2005 | loss: 0.0311786 | val_loss: 0.0311738 | Time: 4167.07 ms [2022-04-10 05:33:24 main:574] : INFO : Epoch 2006 | loss: 0.0311794 | val_loss: 0.0311763 | Time: 4148.55 ms [2022-04-10 05:33:28 main:574] : INFO : Epoch 2007 | loss: 0.0311798 | val_loss: 0.0311739 | Time: 4141.46 ms [2022-04-10 05:33:32 main:574] : INFO : Epoch 2008 | loss: 0.0311782 | val_loss: 0.0311771 | Time: 4246.06 ms [2022-04-10 05:33:37 main:574] : INFO : Epoch 2009 | loss: 0.0311803 | val_loss: 0.031176 | Time: 4158.63 ms [2022-04-10 05:33:41 main:574] : INFO : Epoch 2010 | loss: 0.0311799 | val_loss: 0.0311765 | Time: 4275.37 ms [2022-04-10 05:33:45 main:574] : INFO : Epoch 2011 | loss: 0.0311781 | val_loss: 0.031176 | Time: 4202.39 ms [2022-04-10 05:33:49 main:574] : INFO : Epoch 2012 | loss: 0.0311794 | val_loss: 0.0311784 | Time: 4117.65 ms [2022-04-10 05:33:53 main:574] : INFO : Epoch 2013 | loss: 0.0311788 | val_loss: 0.0311774 | Time: 4165.55 ms [2022-04-10 05:33:58 main:574] : INFO : Epoch 2014 | loss: 0.0311774 | val_loss: 0.031175 | Time: 4247.41 ms [2022-04-10 05:34:02 main:574] : INFO : Epoch 2015 | loss: 0.0311774 | val_loss: 0.0311748 | Time: 4177.49 ms [2022-04-10 05:34:06 main:574] : INFO : Epoch 2016 | loss: 0.0311772 | val_loss: 0.0311743 | Time: 4247.16 ms [2022-04-10 05:34:10 main:574] : INFO : Epoch 2017 | loss: 0.031177 | val_loss: 0.0311739 | Time: 4235.39 ms [2022-04-10 05:34:14 main:574] : INFO : Epoch 2018 | loss: 0.0311788 | val_loss: 0.0311746 | Time: 4101.25 ms [2022-04-10 05:34:19 main:574] : INFO : Epoch 2019 | loss: 0.0311794 | val_loss: 0.0311747 | Time: 4221.78 ms [2022-04-10 05:34:23 main:574] : INFO : Epoch 2020 | loss: 0.0311795 | val_loss: 0.0311782 | Time: 4158.74 ms [2022-04-10 05:34:27 main:574] : INFO : Epoch 2021 | loss: 0.0311819 | val_loss: 0.0311768 | Time: 4174.36 ms [2022-04-10 05:34:31 main:574] : INFO : Epoch 2022 | loss: 0.0311805 | val_loss: 0.0311863 | Time: 4165.75 ms [2022-04-10 05:34:35 main:574] : INFO : Epoch 2023 | loss: 0.0311819 | val_loss: 0.0311766 | Time: 4237.96 ms [2022-04-10 05:34:40 main:574] : INFO : Epoch 2024 | loss: 0.0311801 | val_loss: 0.0311771 | Time: 4137.97 ms [2022-04-10 05:34:44 main:574] : INFO : Epoch 2025 | loss: 0.0311791 | val_loss: 0.0311765 | Time: 4148.49 ms [2022-04-10 05:34:48 main:574] : INFO : Epoch 2026 | loss: 0.0311795 | val_loss: 0.031181 | Time: 4177.47 ms [2022-04-10 05:34:52 main:574] : INFO : Epoch 2027 | loss: 0.03118 | val_loss: 0.0311783 | Time: 4226.58 ms [2022-04-10 05:34:56 main:574] : INFO : Epoch 2028 | loss: 0.0311791 | val_loss: 0.0311757 | Time: 4205.41 ms [2022-04-10 05:35:01 main:574] : INFO : Epoch 2029 | loss: 0.0311783 | val_loss: 0.0311748 | Time: 4257.35 ms [2022-04-10 05:35:05 main:574] : INFO : Epoch 2030 | loss: 0.0311773 | val_loss: 0.0311751 | Time: 4106.6 ms [2022-04-10 05:35:09 main:574] : INFO : Epoch 2031 | loss: 0.0311769 | val_loss: 0.0311745 | Time: 4110.15 ms [2022-04-10 05:35:13 main:574] : INFO : Epoch 2032 | loss: 0.0311768 | val_loss: 0.031177 | Time: 4240.78 ms [2022-04-10 05:35:17 main:574] : INFO : Epoch 2033 | loss: 0.0311776 | val_loss: 0.0311802 | Time: 4114.27 ms [2022-04-10 05:35:21 main:574] : INFO : Epoch 2034 | loss: 0.0311772 | val_loss: 0.0311737 | Time: 4253.08 ms [2022-04-10 05:35:26 main:574] : INFO : Epoch 2035 | loss: 0.0311753 | val_loss: 0.0311731 | Time: 4243.15 ms [2022-04-10 05:35:30 main:574] : INFO : Epoch 2036 | loss: 0.031176 | val_loss: 0.0311737 | Time: 4244.64 ms [2022-04-10 05:35:34 main:574] : INFO : Epoch 2037 | loss: 0.0311768 | val_loss: 0.0311744 | Time: 4315.35 ms [2022-04-10 05:35:38 main:574] : INFO : Epoch 2038 | loss: 0.0311785 | val_loss: 0.0311735 | Time: 4219.09 ms [2022-04-10 05:35:43 main:574] : INFO : Epoch 2039 | loss: 0.0311817 | val_loss: 0.0311749 | Time: 4114.13 ms [2022-04-10 05:35:47 main:574] : INFO : Epoch 2040 | loss: 0.0311786 | val_loss: 0.0311777 | Time: 4256.39 ms [2022-04-10 05:35:51 main:574] : INFO : Epoch 2041 | loss: 0.0311797 | val_loss: 0.0311745 | Time: 4247.32 ms [2022-04-10 05:35:55 main:574] : INFO : Epoch 2042 | loss: 0.0311798 | val_loss: 0.0311784 | Time: 4143.77 ms [2022-04-10 05:35:59 main:574] : INFO : Epoch 2043 | loss: 0.0311794 | val_loss: 0.0311753 | Time: 4166.01 ms [2022-04-10 05:36:04 main:574] : INFO : Epoch 2044 | loss: 0.0311786 | val_loss: 0.0311736 | Time: 4181.53 ms [2022-04-10 05:36:08 main:574] : INFO : Epoch 2045 | loss: 0.0311768 | val_loss: 0.0311736 | Time: 4083.14 ms [2022-04-10 05:36:12 main:574] : INFO : Epoch 2046 | loss: 0.0311757 | val_loss: 0.0311797 | Time: 4329.48 ms [2022-04-10 05:36:16 main:574] : INFO : Epoch 2047 | loss: 0.0311757 | val_loss: 0.0311728 | Time: 4286.84 ms [2022-04-10 05:36:20 main:574] : INFO : Epoch 2048 | loss: 0.0311748 | val_loss: 0.0311733 | Time: 4112.83 ms [2022-04-10 05:36:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311733 [2022-04-10 05:36:20 main:603] : INFO : Saving end state to config to file [2022-04-10 05:36:20 main:608] : INFO : Success, exiting.. 05:36:20 (8828): 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)