Task 13936274
| Name | ParityModified-1647042429-32067-2-0_0 |
| Workunit | 11012518 |
| Created | 28 Mar 2022, 8:35:56 UTC |
| Sent | 1 Apr 2022, 21:05:23 UTC |
| Report deadline | 9 Apr 2022, 21:05:23 UTC |
| Received | 2 Apr 2022, 4:33:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21055 |
| Run time | 2 hours 18 min |
| CPU time | 1 hours 59 min 9 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>
main:574] : INFO : Epoch 1542 | loss: 0.0311679 | val_loss: 0.0311791 | Time: 4229.24 ms
[2022-04-01 22:58:49 main:574] : INFO : Epoch 1543 | loss: 0.0311669 | val_loss: 0.0311769 | Time: 4013.99 ms
[2022-04-01 22:58:53 main:574] : INFO : Epoch 1544 | loss: 0.0311691 | val_loss: 0.0311781 | Time: 4191.37 ms
[2022-04-01 22:58:57 main:574] : INFO : Epoch 1545 | loss: 0.0311686 | val_loss: 0.0311807 | Time: 4183.56 ms
[2022-04-01 22:59:01 main:574] : INFO : Epoch 1546 | loss: 0.0311703 | val_loss: 0.0311782 | Time: 4156.61 ms
[2022-04-01 22:59:06 main:574] : INFO : Epoch 1547 | loss: 0.031166 | val_loss: 0.0311779 | Time: 4229.87 ms
[2022-04-01 22:59:10 main:574] : INFO : Epoch 1548 | loss: 0.0311665 | val_loss: 0.0311781 | Time: 4266.44 ms
[2022-04-01 22:59:14 main:574] : INFO : Epoch 1549 | loss: 0.0311679 | val_loss: 0.0311775 | Time: 4059.87 ms
[2022-04-01 22:59:18 main:574] : INFO : Epoch 1550 | loss: 0.0311684 | val_loss: 0.0311799 | Time: 4159.6 ms
[2022-04-01 22:59:22 main:574] : INFO : Epoch 1551 | loss: 0.0311688 | val_loss: 0.0311767 | Time: 4215.07 ms
[2022-04-01 22:59:26 main:574] : INFO : Epoch 1552 | loss: 0.0311682 | val_loss: 0.0311788 | Time: 4209.57 ms
[2022-04-01 22:59:31 main:574] : INFO : Epoch 1553 | loss: 0.0311665 | val_loss: 0.0311816 | Time: 4252.28 ms
[2022-04-01 22:59:35 main:574] : INFO : Epoch 1554 | loss: 0.031167 | val_loss: 0.031178 | Time: 4238.41 ms
[2022-04-01 22:59:39 main:574] : INFO : Epoch 1555 | loss: 0.0311664 | val_loss: 0.0311785 | Time: 4256.51 ms
[2022-04-01 22:59:43 main:574] : INFO : Epoch 1556 | loss: 0.031166 | val_loss: 0.0311812 | Time: 4166.52 ms
[2022-04-01 22:59:47 main:574] : INFO : Epoch 1557 | loss: 0.0311686 | val_loss: 0.0311816 | Time: 3878.57 ms
[2022-04-01 22:59:51 main:574] : INFO : Epoch 1558 | loss: 0.0311675 | val_loss: 0.031178 | Time: 3876.07 ms
[2022-04-01 22:59:55 main:574] : INFO : Epoch 1559 | loss: 0.0311658 | val_loss: 0.031178 | Time: 3859.51 ms
[2022-04-01 22:59:59 main:574] : INFO : Epoch 1560 | loss: 0.0311651 | val_loss: 0.0311772 | Time: 3933.43 ms
[2022-04-01 23:00:03 main:574] : INFO : Epoch 1561 | loss: 0.0311643 | val_loss: 0.0311763 | Time: 4132.39 ms
[2022-04-01 23:00:07 main:574] : INFO : Epoch 1562 | loss: 0.0311638 | val_loss: 0.0311787 | Time: 4130.91 ms
[2022-04-01 23:00:11 main:574] : INFO : Epoch 1563 | loss: 0.0311648 | val_loss: 0.0311807 | Time: 4143.19 ms
[2022-04-01 23:00:16 main:574] : INFO : Epoch 1564 | loss: 0.0311635 | val_loss: 0.031179 | Time: 4160.31 ms
[2022-04-01 23:00:20 main:574] : INFO : Epoch 1565 | loss: 0.0311643 | val_loss: 0.0311818 | Time: 4060.49 ms
[2022-04-01 23:00:24 main:574] : INFO : Epoch 1566 | loss: 0.0311664 | val_loss: 0.0311802 | Time: 4234.82 ms
[2022-04-01 23:00:28 main:574] : INFO : Epoch 1567 | loss: 0.0311655 | val_loss: 0.0311778 | Time: 4111.21 ms
[2022-04-01 23:00:32 main:574] : INFO : Epoch 1568 | loss: 0.0311674 | val_loss: 0.0311794 | Time: 3896.51 ms
[2022-04-01 23:00:36 main:574] : INFO : Epoch 1569 | loss: 0.0311657 | val_loss: 0.0311816 | Time: 3822.4 ms
[2022-04-01 23:00:40 main:574] : INFO : Epoch 1570 | loss: 0.0311646 | val_loss: 0.0311798 | Time: 4072.68 ms
[2022-04-01 23:00:44 main:574] : INFO : Epoch 1571 | loss: 0.0311648 | val_loss: 0.0311843 | Time: 3764.62 ms
[2022-04-01 23:00:47 main:574] : INFO : Epoch 1572 | loss: 0.0311666 | val_loss: 0.0311797 | Time: 3753.84 ms
[2022-04-01 23:00:51 main:574] : INFO : Epoch 1573 | loss: 0.0311644 | val_loss: 0.0311783 | Time: 3963.98 ms
[2022-04-01 23:00:55 main:574] : INFO : Epoch 1574 | loss: 0.0311646 | val_loss: 0.0311816 | Time: 4069.07 ms
[2022-04-01 23:00:59 main:574] : INFO : Epoch 1575 | loss: 0.0311646 | val_loss: 0.0311773 | Time: 4020.15 ms
[2022-04-01 23:01:03 main:574] : INFO : Epoch 1576 | loss: 0.0311642 | val_loss: 0.0311761 | Time: 3954.17 ms
[2022-04-01 23:01:07 main:574] : INFO : Epoch 1577 | loss: 0.0311638 | val_loss: 0.0311791 | Time: 3874.96 ms
[2022-04-01 23:01:11 main:574] : INFO : Epoch 1578 | loss: 0.0311639 | val_loss: 0.0311772 | Time: 3885.93 ms
[2022-04-01 23:01:15 main:574] : INFO : Epoch 1579 | loss: 0.0311637 | val_loss: 0.0311818 | Time: 4022.87 ms
[2022-04-01 23:01:19 main:574] : INFO : Epoch 1580 | loss: 0.0311647 | val_loss: 0.0311791 | Time: 3782.09 ms
[2022-04-01 23:01:23 main:574] : INFO : Epoch 1581 | loss: 0.0311625 | val_loss: 0.0311795 | Time: 3804.96 ms
[2022-04-01 23:01:27 main:574] : INFO : Epoch 1582 | loss: 0.0311632 | val_loss: 0.03118 | Time: 3849.27 ms
[2022-04-01 23:01:30 main:574] : INFO : Epoch 1583 | loss: 0.0311627 | val_loss: 0.0311806 | Time: 3840.67 ms
[2022-04-01 23:01:34 main:574] : INFO : Epoch 1584 | loss: 0.0311641 | val_loss: 0.0311782 | Time: 4011.72 ms
[2022-04-01 23:01:38 main:574] : INFO : Epoch 1585 | loss: 0.0311641 | val_loss: 0.0311797 | Time: 4056.34 ms
[2022-04-01 23:01:42 main:574] : INFO : Epoch 1586 | loss: 0.0311644 | val_loss: 0.0311777 | Time: 3822.83 ms
[2022-04-01 23:01:46 main:574] : INFO : Epoch 1587 | loss: 0.0311648 | val_loss: 0.0311798 | Time: 3793.67 ms
[2022-04-01 23:01:50 main:574] : INFO : Epoch 1588 | loss: 0.0311657 | val_loss: 0.0311812 | Time: 3962.04 ms
[2022-04-01 23:01:54 main:574] : INFO : Epoch 1589 | loss: 0.0311643 | val_loss: 0.0311809 | Time: 4319.23 ms
[2022-04-01 23:01:58 main:574] : INFO : Epoch 1590 | loss: 0.0311611 | val_loss: 0.0311798 | Time: 4031.89 ms
[2022-04-01 23:02:03 main:574] : INFO : Epoch 1591 | loss: 0.031163 | val_loss: 0.0311808 | Time: 4053.43 ms
[2022-04-01 23:02:07 main:574] : INFO : Epoch 1592 | loss: 0.0311614 | val_loss: 0.0311804 | Time: 4014.23 ms
[2022-04-01 23:02:11 main:574] : INFO : Epoch 1593 | loss: 0.0311622 | val_loss: 0.031179 | Time: 4172.07 ms
[2022-04-01 23:02:15 main:574] : INFO : Epoch 1594 | loss: 0.0311609 | val_loss: 0.0311809 | Time: 4112.13 ms
[2022-04-01 23:02:19 main:574] : INFO : Epoch 1595 | loss: 0.0311617 | val_loss: 0.0311804 | Time: 4138.89 ms
[2022-04-01 23:02:23 main:574] : INFO : Epoch 1596 | loss: 0.0311635 | val_loss: 0.031181 | Time: 4248.52 ms
[2022-04-01 23:02:28 main:574] : INFO : Epoch 1597 | loss: 0.0311633 | val_loss: 0.0311809 | Time: 4346.63 ms
[2022-04-01 23:02:32 main:574] : INFO : Epoch 1598 | loss: 0.0311652 | val_loss: 0.0311796 | Time: 4120.1 ms
[2022-04-01 23:02:36 main:574] : INFO : Epoch 1599 | loss: 0.0311648 | val_loss: 0.0311826 | Time: 4073.56 ms
[2022-04-01 23:02:40 main:574] : INFO : Epoch 1600 | loss: 0.0311639 | val_loss: 0.0311797 | Time: 4116.85 ms
[2022-04-01 23:02:44 main:574] : INFO : Epoch 1601 | loss: 0.031164 | val_loss: 0.031178 | Time: 4138.66 ms
[2022-04-01 23:02:48 main:574] : INFO : Epoch 1602 | loss: 0.0311634 | val_loss: 0.0311803 | Time: 4314.58 ms
[2022-04-01 23:02:53 main:574] : INFO : Epoch 1603 | loss: 0.0311626 | val_loss: 0.0311837 | Time: 4240.05 ms
[2022-04-01 23:02:57 main:574] : INFO : Epoch 1604 | loss: 0.0311653 | val_loss: 0.0311801 | Time: 4121.81 ms
[2022-04-01 23:03:01 main:574] : INFO : Epoch 1605 | loss: 0.0311625 | val_loss: 0.0311782 | Time: 4181.7 ms
[2022-04-01 23:03:05 main:574] : INFO : Epoch 1606 | loss: 0.0311611 | val_loss: 0.0311799 | Time: 4088.36 ms
[2022-04-01 23:03:09 main:574] : INFO : Epoch 1607 | loss: 0.0311659 | val_loss: 0.0311793 | Time: 3791.63 ms
[2022-04-01 23:03:13 main:574] : INFO : Epoch 1608 | loss: 0.0311674 | val_loss: 0.0311816 | Time: 3894.41 ms
[2022-04-01 23:03:17 main:574] : INFO : Epoch 1609 | loss: 0.031167 | val_loss: 0.0311799 | Time: 3938.69 ms
[2022-04-01 23:03:21 main:574] : INFO : Epoch 1610 | loss: 0.0311652 | val_loss: 0.0311804 | Time: 3957.53 ms
[2022-04-01 23:03:24 main:574] : INFO : Epoch 1611 | loss: 0.0311638 | val_loss: 0.0311773 | Time: 3777.42 ms
[2022-04-01 23:03:28 main:574] : INFO : Epoch 1612 | loss: 0.0311634 | val_loss: 0.0311799 | Time: 3911.03 ms
[2022-04-01 23:03:32 main:574] : INFO : Epoch 1613 | loss: 0.0311626 | val_loss: 0.0311811 | Time: 3838.4 ms
[2022-04-01 23:03:36 main:574] : INFO : Epoch 1614 | loss: 0.0311637 | val_loss: 0.0311814 | Time: 3803.49 ms
[2022-04-01 23:03:40 main:574] : INFO : Epoch 1615 | loss: 0.0311626 | val_loss: 0.0311802 | Time: 3902.2 ms
[2022-04-01 23:03:44 main:574] : INFO : Epoch 1616 | loss: 0.0311608 | val_loss: 0.0311803 | Time: 3885.81 ms
[2022-04-01 23:03:48 main:574] : INFO : Epoch 1617 | loss: 0.0311632 | val_loss: 0.0311813 | Time: 3798.45 ms
[2022-04-01 23:03:51 main:574] : INFO : Epoch 1618 | loss: 0.0311642 | val_loss: 0.03118 | Time: 3780.13 ms
[2022-04-01 23:03:55 main:574] : INFO : Epoch 1619 | loss: 0.031163 | val_loss: 0.0311795 | Time: 4082.83 ms
[2022-04-01 23:03:59 main:574] : INFO : Epoch 1620 | loss: 0.0311626 | val_loss: 0.0311793 | Time: 4069.51 ms
[2022-04-01 23:04:04 main:574] : INFO : Epoch 1621 | loss: 0.0311652 | val_loss: 0.031181 | Time: 4149.9 ms
[2022-04-01 23:04:08 main:574] : INFO : Epoch 1622 | loss: 0.0311646 | val_loss: 0.0311815 | Time: 4241.75 ms
[2022-04-01 23:04:12 main:574] : INFO : Epoch 1623 | loss: 0.0311642 | val_loss: 0.0311781 | Time: 4134.96 ms
[2022-04-01 23:04:16 main:574] : INFO : Epoch 1624 | loss: 0.0311616 | val_loss: 0.0311794 | Time: 4110.88 ms
[2022-04-01 23:04:20 main:574] : INFO : Epoch 1625 | loss: 0.0311638 | val_loss: 0.0311841 | Time: 4110.81 ms
[2022-04-01 23:04:24 main:574] : INFO : Epoch 1626 | loss: 0.0311664 | val_loss: 0.0311904 | Time: 4147.68 ms
[2022-04-01 23:04:29 main:574] : INFO : Epoch 1627 | loss: 0.0311657 | val_loss: 0.0311849 | Time: 4281.47 ms
[2022-04-01 23:04:33 main:574] : INFO : Epoch 1628 | loss: 0.0311675 | val_loss: 0.0311846 | Time: 4247.4 ms
[2022-04-01 23:04:37 main:574] : INFO : Epoch 1629 | loss: 0.0311649 | val_loss: 0.0311811 | Time: 4146.08 ms
[2022-04-01 23:04:41 main:574] : INFO : Epoch 1630 | loss: 0.0311612 | val_loss: 0.0311772 | Time: 4186.27 ms
[2022-04-01 23:04:45 main:574] : INFO : Epoch 1631 | loss: 0.031161 | val_loss: 0.0311799 | Time: 4132.52 ms
[2022-04-01 23:04:50 main:574] : INFO : Epoch 1632 | loss: 0.0311621 | val_loss: 0.0311802 | Time: 4191.32 ms
[2022-04-01 23:04:54 main:574] : INFO : Epoch 1633 | loss: 0.0311609 | val_loss: 0.0311796 | Time: 4298.05 ms
[2022-04-01 23:04:58 main:574] : INFO : Epoch 1634 | loss: 0.0311608 | val_loss: 0.0311806 | Time: 4311.49 ms
[2022-04-01 23:05:02 main:574] : INFO : Epoch 1635 | loss: 0.0311645 | val_loss: 0.03118 | Time: 4153.18 ms
[2022-04-01 23:05:06 main:574] : INFO : Epoch 1636 | loss: 0.0311621 | val_loss: 0.031179 | Time: 3931.68 ms
[2022-04-01 23:05:10 main:574] : INFO : Epoch 1637 | loss: 0.0311615 | val_loss: 0.0311813 | Time: 4017.49 ms
[2022-04-01 23:05:14 main:574] : INFO : Epoch 1638 | loss: 0.0311663 | val_loss: 0.0311802 | Time: 3764.52 ms
[2022-04-01 23:05:18 main:574] : INFO : Epoch 1639 | loss: 0.0311646 | val_loss: 0.0311791 | Time: 4010.34 ms
[2022-04-01 23:05:22 main:574] : INFO : Epoch 1640 | loss: 0.0311647 | val_loss: 0.0311818 | Time: 4157.3 ms
[2022-04-01 23:05:26 main:574] : INFO : Epoch 1641 | loss: 0.0311625 | val_loss: 0.0311792 | Time: 3874.95 ms
[2022-04-01 23:05:30 main:574] : INFO : Epoch 1642 | loss: 0.0311614 | val_loss: 0.031185 | Time: 3752.01 ms
[2022-04-01 23:05:34 main:574] : INFO : Epoch 1643 | loss: 0.0311639 | val_loss: 0.031179 | Time: 3765.46 ms
[2022-04-01 23:05:38 main:574] : INFO : Epoch 1644 | loss: 0.0311644 | val_loss: 0.0311798 | Time: 3811.17 ms
[2022-04-01 23:05:41 main:574] : INFO : Epoch 1645 | loss: 0.0311643 | val_loss: 0.0311791 | Time: 3789.48 ms
[2022-04-01 23:05:45 main:574] : INFO : Epoch 1646 | loss: 0.0311642 | val_loss: 0.0311816 | Time: 3715.62 ms
[2022-04-01 23:05:49 main:574] : INFO : Epoch 1647 | loss: 0.0311632 | val_loss: 0.0311796 | Time: 3842.35 ms
[2022-04-01 23:05:53 main:574] : INFO : Epoch 1648 | loss: 0.0311618 | val_loss: 0.0311776 | Time: 3995.51 ms
[2022-04-01 23:05:57 main:574] : INFO : Epoch 1649 | loss: 0.0311613 | val_loss: 0.0311822 | Time: 4294.68 ms
[2022-04-01 23:06:01 main:574] : INFO : Epoch 1650 | loss: 0.0311598 | val_loss: 0.03118 | Time: 4216.98 ms
[2022-04-01 23:06:06 main:574] : INFO : Epoch 1651 | loss: 0.0311623 | val_loss: 0.0311822 | Time: 4129.42 ms
[2022-04-01 23:06:10 main:574] : INFO : Epoch 1652 | loss: 0.0311636 | val_loss: 0.0311822 | Time: 4104.23 ms
[2022-04-01 23:06:14 main:574] : INFO : Epoch 1653 | loss: 0.0311652 | val_loss: 0.0311805 | Time: 4027.37 ms
[2022-04-01 23:06:18 main:574] : INFO : Epoch 1654 | loss: 0.0311618 | val_loss: 0.0311822 | Time: 4142.4 ms
[2022-04-01 23:06:22 main:574] : INFO : Epoch 1655 | loss: 0.0311615 | val_loss: 0.031185 | Time: 4195.42 ms
[2022-04-01 23:06:26 main:574] : INFO : Epoch 1656 | loss: 0.031162 | val_loss: 0.0311801 | Time: 4375.26 ms
[2022-04-01 23:06:30 main:574] : INFO : Epoch 1657 | loss: 0.0311633 | val_loss: 0.0311809 | Time: 4055.96 ms
[2022-04-01 23:06:35 main:574] : INFO : Epoch 1658 | loss: 0.0311609 | val_loss: 0.0311815 | Time: 4159.6 ms
[2022-04-01 23:06:39 main:574] : INFO : Epoch 1659 | loss: 0.0311598 | val_loss: 0.0311799 | Time: 4108.09 ms
[2022-04-01 23:06:43 main:574] : INFO : Epoch 1660 | loss: 0.0311597 | val_loss: 0.0311835 | Time: 4190.84 ms
[2022-04-01 23:06:47 main:574] : INFO : Epoch 1661 | loss: 0.0311592 | val_loss: 0.0311781 | Time: 4339.45 ms
[2022-04-01 23:06:52 main:574] : INFO : Epoch 1662 | loss: 0.0311595 | val_loss: 0.0311793 | Time: 4262.16 ms
[2022-04-01 23:06:56 main:574] : INFO : Epoch 1663 | loss: 0.0311597 | val_loss: 0.0311779 | Time: 4114.36 ms
[2022-04-01 23:07:00 main:574] : INFO : Epoch 1664 | loss: 0.0311597 | val_loss: 0.0311815 | Time: 3972.25 ms
[2022-04-01 23:07:04 main:574] : INFO : Epoch 1665 | loss: 0.03116 | val_loss: 0.0311825 | Time: 3938.82 ms
[2022-04-01 23:07:07 main:574] : INFO : Epoch 1666 | loss: 0.031161 | val_loss: 0.031181 | Time: 3761.87 ms
[2022-04-01 23:07:11 main:574] : INFO : Epoch 1667 | loss: 0.0311589 | val_loss: 0.0311826 | Time: 3958.99 ms
[2022-04-01 23:07:15 main:574] : INFO : Epoch 1668 | loss: 0.0311589 | val_loss: 0.0311791 | Time: 4099.74 ms
[2022-04-01 23:07:19 main:574] : INFO : Epoch 1669 | loss: 0.0311597 | val_loss: 0.031181 | Time: 3870.6 ms
[2022-04-01 23:07:23 main:574] : INFO : Epoch 1670 | loss: 0.0311594 | val_loss: 0.0311812 | Time: 3763.26 ms
[2022-04-01 23:07:27 main:574] : INFO : Epoch 1671 | loss: 0.0311601 | val_loss: 0.0311793 | Time: 3799.52 ms
[2022-04-01 23:07:31 main:574] : INFO : Epoch 1672 | loss: 0.0311586 | val_loss: 0.0311783 | Time: 3798.53 ms
[2022-04-01 23:07:35 main:574] : INFO : Epoch 1673 | loss: 0.0311592 | val_loss: 0.0311795 | Time: 3871.1 ms
[2022-04-01 23:07:39 main:574] : INFO : Epoch 1674 | loss: 0.0311588 | val_loss: 0.0311804 | Time: 3975.92 ms
[2022-04-01 23:07:43 main:574] : INFO : Epoch 1675 | loss: 0.031158 | val_loss: 0.0311829 | Time: 4140.18 ms
[2022-04-01 23:07:47 main:574] : INFO : Epoch 1676 | loss: 0.0311604 | val_loss: 0.0311825 | Time: 4022.39 ms
[2022-04-01 23:07:51 main:574] : INFO : Epoch 1677 | loss: 0.0311628 | val_loss: 0.0311794 | Time: 4022.56 ms
[2022-04-01 23:07:55 main:574] : INFO : Epoch 1678 | loss: 0.0311608 | val_loss: 0.0311786 | Time: 4060.5 ms
[2022-04-01 23:07:59 main:574] : INFO : Epoch 1679 | loss: 0.0311614 | val_loss: 0.0311797 | Time: 4191.25 ms
[2022-04-01 23:08:03 main:574] : INFO : Epoch 1680 | loss: 0.03116 | val_loss: 0.0311807 | Time: 4225.14 ms
[2022-04-01 23:08:07 main:574] : INFO : Epoch 1681 | loss: 0.0311581 | val_loss: 0.0311819 | Time: 4278.39 ms
[2022-04-01 23:08:12 main:574] : INFO : Epoch 1682 | loss: 0.0311585 | val_loss: 0.0311818 | Time: 4147.94 ms
[2022-04-01 23:08:16 main:574] : INFO : Epoch 1683 | loss: 0.0311605 | val_loss: 0.0311806 | Time: 4122.85 ms
[2022-04-01 23:08:20 main:574] : INFO : Epoch 1684 | loss: 0.0311581 | val_loss: 0.0311843 | Time: 4144.82 ms
[2022-04-01 23:08:24 main:574] : INFO : Epoch 1685 | loss: 0.0311564 | val_loss: 0.0311816 | Time: 4192.39 ms
[2022-04-01 23:08:28 main:574] : INFO : Epoch 1686 | loss: 0.0311573 | val_loss: 0.0311814 | Time: 4208.55 ms
[2022-04-01 23:08:33 main:574] : INFO : Epoch 1687 | loss: 0.0311577 | val_loss: 0.0311805 | Time: 4184.66 ms
[2022-04-01 23:08:37 main:574] : INFO : Epoch 1688 | loss: 0.0311556 | val_loss: 0.0311813 | Time: 4087.9 ms
[2022-04-01 23:08:41 main:574] : INFO : Epoch 1689 | loss: 0.0311566 | val_loss: 0.031183 | Time: 4122.53 ms
[2022-04-01 23:08:45 main:574] : INFO : Epoch 1690 | loss: 0.031163 | val_loss: 0.0311872 | Time: 4120.24 ms
[2022-04-01 23:08:49 main:574] : INFO : Epoch 1691 | loss: 0.0311599 | val_loss: 0.0311821 | Time: 3946.74 ms
[2022-04-01 23:08:53 main:574] : INFO : Epoch 1692 | loss: 0.0311583 | val_loss: 0.0311827 | Time: 4034.23 ms
[2022-04-01 23:08:57 main:574] : INFO : Epoch 1693 | loss: 0.0311603 | val_loss: 0.031184 | Time: 3900.15 ms
[2022-04-01 23:09:01 main:574] : INFO : Epoch 1694 | loss: 0.0311598 | val_loss: 0.0311788 | Time: 3891.66 ms
[2022-04-01 23:09:04 main:574] : INFO : Epoch 1695 | loss: 0.0311618 | val_loss: 0.0311809 | Time: 3752 ms
[2022-04-01 23:09:08 main:574] : INFO : Epoch 1696 | loss: 0.0311594 | val_loss: 0.0311803 | Time: 3754.38 ms
[2022-04-01 23:09:12 main:574] : INFO : Epoch 1697 | loss: 0.0311591 | val_loss: 0.0311796 | Time: 3822.74 ms
[2022-04-01 23:09:16 main:574] : INFO : Epoch 1698 | loss: 0.0311599 | val_loss: 0.0311807 | Time: 4022.81 ms
[2022-04-01 23:09:20 main:574] : INFO : Epoch 1699 | loss: 0.0311574 | val_loss: 0.0311841 | Time: 4004.78 ms
[2022-04-01 23:09:24 main:574] : INFO : Epoch 1700 | loss: 0.0311559 | val_loss: 0.0311826 | Time: 3800.97 ms
[2022-04-01 23:09:28 main:574] : INFO : Epoch 1701 | loss: 0.0311559 | val_loss: 0.0311846 | Time: 3742.76 ms
[2022-04-01 23:09:31 main:574] : INFO : Epoch 1702 | loss: 0.0311572 | val_loss: 0.0311814 | Time: 3810.22 ms
[2022-04-01 23:09:35 main:574] : INFO : Epoch 1703 | loss: 0.0311571 | val_loss: 0.0311861 | Time: 3769.85 ms
[2022-04-01 23:09:39 main:574] : INFO : Epoch 1704 | loss: 0.0311576 | val_loss: 0.0311859 | Time: 4174.33 ms
[2022-04-01 23:09:44 main:574] : INFO : Epoch 1705 | loss: 0.0311596 | val_loss: 0.0311906 | Time: 4180.15 ms
[2022-04-01 23:09:48 main:574] : INFO : Epoch 1706 | loss: 0.03116 | val_loss: 0.0311825 | Time: 4241.68 ms
[2022-04-01 23:09:52 main:574] : INFO : Epoch 1707 | loss: 0.031158 | val_loss: 0.0311896 | Time: 4127.58 ms
[2022-04-01 23:09:56 main:574] : INFO : Epoch 1708 | loss: 0.031159 | val_loss: 0.0311805 | Time: 4090.19 ms
[2022-04-01 23:10:00 main:574] : INFO : Epoch 1709 | loss: 0.0311583 | val_loss: 0.0311798 | Time: 4141.1 ms
[2022-04-01 23:10:04 main:574] : INFO : Epoch 1710 | loss: 0.0311616 | val_loss: 0.0311836 | Time: 4154.02 ms
[2022-04-01 23:10:09 main:574] : INFO : Epoch 1711 | loss: 0.0311685 | val_loss: 0.0311817 | Time: 4235.14 ms
[2022-04-01 23:10:13 main:574] : INFO : Epoch 1712 | loss: 0.0311654 | val_loss: 0.0311773 | Time: 4217.06 ms
[2022-04-01 23:10:17 main:574] : INFO : Epoch 1713 | loss: 0.0311654 | val_loss: 0.0311787 | Time: 4058.97 ms
[2022-04-01 23:10:21 main:574] : INFO : Epoch 1714 | loss: 0.031165 | val_loss: 0.0311767 | Time: 4106.21 ms
[2022-04-01 23:10:25 main:574] : INFO : Epoch 1715 | loss: 0.0311631 | val_loss: 0.031177 | Time: 4094.33 ms
[2022-04-01 23:10:29 main:574] : INFO : Epoch 1716 | loss: 0.0311626 | val_loss: 0.0311773 | Time: 4222.52 ms
[2022-04-01 23:10:33 main:574] : INFO : Epoch 1717 | loss: 0.0311631 | val_loss: 0.0311834 | Time: 4093.6 ms
[2022-04-01 23:10:38 main:574] : INFO : Epoch 1718 | loss: 0.0311638 | val_loss: 0.031179 | Time: 4187.47 ms
[2022-04-01 23:10:42 main:574] : INFO : Epoch 1719 | loss: 0.0311621 | val_loss: 0.0311823 | Time: 4131.62 ms
[2022-04-01 23:10:46 main:574] : INFO : Epoch 1720 | loss: 0.0311623 | val_loss: 0.0311824 | Time: 4069.28 ms
[2022-04-01 23:10:50 main:574] : INFO : Epoch 1721 | loss: 0.031163 | val_loss: 0.0311799 | Time: 3844.82 ms
[2022-04-01 23:10:53 main:574] : INFO : Epoch 1722 | loss: 0.0311647 | val_loss: 0.0311824 | Time: 3877.9 ms
[2022-04-01 23:10:57 main:574] : INFO : Epoch 1723 | loss: 0.0311634 | val_loss: 0.0311816 | Time: 3755.12 ms
[2022-04-01 23:11:01 main:574] : INFO : Epoch 1724 | loss: 0.0311611 | val_loss: 0.0311806 | Time: 3812.16 ms
[2022-04-01 23:11:05 main:574] : INFO : Epoch 1725 | loss: 0.0311619 | val_loss: 0.0311789 | Time: 4187.1 ms
[2022-04-01 23:11:09 main:574] : INFO : Epoch 1726 | loss: 0.031166 | val_loss: 0.0311817 | Time: 4185.96 ms
[2022-04-01 23:11:14 main:574] : INFO : Epoch 1727 | loss: 0.031169 | val_loss: 0.0311797 | Time: 4096.77 ms
[2022-04-01 23:11:18 main:574] : INFO : Epoch 1728 | loss: 0.0311683 | val_loss: 0.0311801 | Time: 4110.65 ms
[2022-04-01 23:11:22 main:574] : INFO : Epoch 1729 | loss: 0.0311673 | val_loss: 0.0311798 | Time: 4040.89 ms
[2022-04-01 23:11:26 main:574] : INFO : Epoch 1730 | loss: 0.0311673 | val_loss: 0.0311808 | Time: 3874.15 ms
[2022-04-01 23:11:29 main:574] : INFO : Epoch 1731 | loss: 0.0311648 | val_loss: 0.0311807 | Time: 3849.37 ms
[2022-04-01 23:11:34 main:574] : INFO : Epoch 1732 | loss: 0.0311645 | val_loss: 0.0311798 | Time: 4088.18 ms
[2022-04-01 23:11:38 main:574] : INFO : Epoch 1733 | loss: 0.0311661 | val_loss: 0.0311829 | Time: 4128.52 ms
[2022-04-01 23:11:42 main:574] : INFO : Epoch 1734 | loss: 0.0311647 | val_loss: 0.0311762 | Time: 4129.86 ms
[2022-04-01 23:11:46 main:574] : INFO : Epoch 1735 | loss: 0.0311635 | val_loss: 0.0311803 | Time: 3697.05 ms
[2022-04-01 23:11:49 main:574] : INFO : Epoch 1736 | loss: 0.0311639 | val_loss: 0.0311819 | Time: 3707.89 ms
[2022-04-01 23:11:53 main:574] : INFO : Epoch 1737 | loss: 0.0311624 | val_loss: 0.0311765 | Time: 3878.65 ms
[2022-04-01 23:11:57 main:574] : INFO : Epoch 1738 | loss: 0.031161 | val_loss: 0.0311803 | Time: 4192.38 ms
[2022-04-01 23:12:01 main:574] : INFO : Epoch 1739 | loss: 0.0311606 | val_loss: 0.0311808 | Time: 4061.86 ms
[2022-04-01 23:12:05 main:574] : INFO : Epoch 1740 | loss: 0.0311605 | val_loss: 0.0311809 | Time: 3937.46 ms
[2022-04-01 23:12:09 main:574] : INFO : Epoch 1741 | loss: 0.0311584 | val_loss: 0.0311795 | Time: 3858.97 ms
[2022-04-01 23:12:13 main:574] : INFO : Epoch 1742 | loss: 0.0311593 | val_loss: 0.0311809 | Time: 3976.44 ms
[2022-04-01 23:12:17 main:574] : INFO : Epoch 1743 | loss: 0.031158 | val_loss: 0.0311805 | Time: 3886.52 ms
[2022-04-01 23:12:21 main:574] : INFO : Epoch 1744 | loss: 0.0311592 | val_loss: 0.0311813 | Time: 3723.98 ms
[2022-04-01 23:12:25 main:574] : INFO : Epoch 1745 | loss: 0.0311588 | val_loss: 0.0311825 | Time: 3806.28 ms
[2022-04-01 23:12:28 main:574] : INFO : Epoch 1746 | loss: 0.0311603 | val_loss: 0.0311907 | Time: 3772.59 ms
[2022-04-01 23:12:32 main:574] : INFO : Epoch 1747 | loss: 0.0311587 | val_loss: 0.0311791 | Time: 3898.84 ms
[2022-04-01 23:12:36 main:574] : INFO : Epoch 1748 | loss: 0.031157 | val_loss: 0.0311809 | Time: 3822.85 ms
[2022-04-01 23:12:40 main:574] : INFO : Epoch 1749 | loss: 0.0311568 | val_loss: 0.0311773 | Time: 4024.39 ms
[2022-04-01 23:12:44 main:574] : INFO : Epoch 1750 | loss: 0.0311565 | val_loss: 0.0311798 | Time: 4184.19 ms
[2022-04-01 23:12:48 main:574] : INFO : Epoch 1751 | loss: 0.0311563 | val_loss: 0.0311771 | Time: 4101.7 ms
[2022-04-01 23:12:52 main:574] : INFO : Epoch 1752 | loss: 0.0311576 | val_loss: 0.0311784 | Time: 3991.12 ms
[2022-04-01 23:12:57 main:574] : INFO : Epoch 1753 | loss: 0.0311577 | val_loss: 0.0311794 | Time: 4124.57 ms
[2022-04-01 23:13:01 main:574] : INFO : Epoch 1754 | loss: 0.031157 | val_loss: 0.0311817 | Time: 4267.29 ms
[2022-04-01 23:13:05 main:574] : INFO : Epoch 1755 | loss: 0.0311567 | val_loss: 0.031178 | Time: 4209.29 ms
[2022-04-01 23:13:09 main:574] : INFO : Epoch 1756 | loss: 0.031157 | val_loss: 0.0311812 | Time: 4108.52 ms
[2022-04-01 23:13:13 main:574] : INFO : Epoch 1757 | loss: 0.0311578 | val_loss: 0.0311832 | Time: 4132.61 ms
[2022-04-01 23:13:17 main:574] : INFO : Epoch 1758 | loss: 0.0311581 | val_loss: 0.0311786 | Time: 4134.14 ms
[2022-04-01 23:13:22 main:574] : INFO : Epoch 1759 | loss: 0.0311583 | val_loss: 0.0311797 | Time: 4126.31 ms
[2022-04-01 23:13:26 main:574] : INFO : Epoch 1760 | loss: 0.0311579 | val_loss: 0.0311807 | Time: 4098.57 ms
[2022-04-01 23:13:30 main:574] : INFO : Epoch 1761 | loss: 0.0311592 | val_loss: 0.0311751 | Time: 4165.51 ms
[2022-04-01 23:13:34 main:574] : INFO : Epoch 1762 | loss: 0.0311601 | val_loss: 0.0311764 | Time: 4061.45 ms
[2022-04-01 23:13:38 main:574] : INFO : Epoch 1763 | loss: 0.0311584 | val_loss: 0.0311772 | Time: 4208.46 ms
[2022-04-01 23:13:42 main:574] : INFO : Epoch 1764 | loss: 0.0311615 | val_loss: 0.0311821 | Time: 4255.52 ms
[2022-04-01 23:13:47 main:574] : INFO : Epoch 1765 | loss: 0.0311578 | val_loss: 0.0311799 | Time: 4223.41 ms
[2022-04-01 23:13:51 main:574] : INFO : Epoch 1766 | loss: 0.031157 | val_loss: 0.0311815 | Time: 4143.09 ms
[2022-04-01 23:13:55 main:574] : INFO : Epoch 1767 | loss: 0.0311558 | val_loss: 0.0311805 | Time: 4180.37 ms
[2022-04-01 23:13:59 main:574] : INFO : Epoch 1768 | loss: 0.031156 | val_loss: 0.0311805 | Time: 4017.91 ms
[2022-04-01 23:14:03 main:574] : INFO : Epoch 1769 | loss: 0.0311569 | val_loss: 0.0311814 | Time: 3856.68 ms
[2022-04-01 23:14:07 main:574] : INFO : Epoch 1770 | loss: 0.0311557 | val_loss: 0.0311795 | Time: 3819.07 ms
[2022-04-01 23:14:10 main:574] : INFO : Epoch 1771 | loss: 0.0311569 | val_loss: 0.0311776 | Time: 3814.03 ms
[2022-04-01 23:14:14 main:574] : INFO : Epoch 1772 | loss: 0.031156 | val_loss: 0.0311789 | Time: 3723.72 ms
[2022-04-01 23:14:18 main:574] : INFO : Epoch 1773 | loss: 0.0311554 | val_loss: 0.031179 | Time: 3800.89 ms
[2022-04-01 23:14:22 main:574] : INFO : Epoch 1774 | loss: 0.0311545 | val_loss: 0.0311776 | Time: 3828.42 ms
[2022-04-01 23:14:26 main:574] : INFO : Epoch 1775 | loss: 0.0311549 | val_loss: 0.0311827 | Time: 3867.62 ms
[2022-04-01 23:14:30 main:574] : INFO : Epoch 1776 | loss: 0.0311541 | val_loss: 0.031174 | Time: 3907.48 ms
[2022-04-01 23:14:34 main:574] : INFO : Epoch 1777 | loss: 0.0311571 | val_loss: 0.0311854 | Time: 4017.05 ms
[2022-04-01 23:14:37 main:574] : INFO : Epoch 1778 | loss: 0.031157 | val_loss: 0.0311758 | Time: 3777.92 ms
[2022-04-01 23:14:41 main:574] : INFO : Epoch 1779 | loss: 0.031153 | val_loss: 0.0311803 | Time: 3900.68 ms
[2022-04-01 23:14:45 main:574] : INFO : Epoch 1780 | loss: 0.0311527 | val_loss: 0.031179 | Time: 4000.87 ms
[2022-04-01 23:14:49 main:574] : INFO : Epoch 1781 | loss: 0.0311559 | val_loss: 0.0311768 | Time: 4100.81 ms
[2022-04-01 23:14:54 main:574] : INFO : Epoch 1782 | loss: 0.0311552 | val_loss: 0.0311809 | Time: 4146.89 ms
[2022-04-01 23:14:58 main:574] : INFO : Epoch 1783 | loss: 0.0311546 | val_loss: 0.031178 | Time: 4300.19 ms
[2022-04-01 23:15:02 main:574] : INFO : Epoch 1784 | loss: 0.0311534 | val_loss: 0.0311764 | Time: 4149.65 ms
[2022-04-01 23:15:06 main:574] : INFO : Epoch 1785 | loss: 0.0311533 | val_loss: 0.0311812 | Time: 4135.16 ms
[2022-04-01 23:15:10 main:574] : INFO : Epoch 1786 | loss: 0.0311562 | val_loss: 0.0311786 | Time: 4111.86 ms
[2022-04-01 23:15:14 main:574] : INFO : Epoch 1787 | loss: 0.0311542 | val_loss: 0.0311816 | Time: 4092.68 ms
[2022-04-01 23:15:19 main:574] : INFO : Epoch 1788 | loss: 0.0311554 | val_loss: 0.0311782 | Time: 4221.2 ms
[2022-04-01 23:15:23 main:574] : INFO : Epoch 1789 | loss: 0.0311529 | val_loss: 0.031176 | Time: 4171.49 ms
[2022-04-01 23:15:27 main:574] : INFO : Epoch 1790 | loss: 0.0311514 | val_loss: 0.0311788 | Time: 4241.85 ms
[2022-04-01 23:15:31 main:574] : INFO : Epoch 1791 | loss: 0.0311518 | val_loss: 0.0311743 | Time: 4078.45 ms
[2022-04-01 23:15:35 main:574] : INFO : Epoch 1792 | loss: 0.0311513 | val_loss: 0.031177 | Time: 4113.8 ms
[2022-04-01 23:15:39 main:574] : INFO : Epoch 1793 | loss: 0.0311514 | val_loss: 0.0311748 | Time: 4091.5 ms
[2022-04-01 23:15:44 main:574] : INFO : Epoch 1794 | loss: 0.0311577 | val_loss: 0.0311838 | Time: 4273.1 ms
[2022-04-01 23:15:48 main:574] : INFO : Epoch 1795 | loss: 0.0311609 | val_loss: 0.0311852 | Time: 4258.78 ms
[2022-04-01 23:15:52 main:574] : INFO : Epoch 1796 | loss: 0.0311575 | val_loss: 0.0311775 | Time: 4042.75 ms
[2022-04-01 23:15:56 main:574] : INFO : Epoch 1797 | loss: 0.031155 | val_loss: 0.0311832 | Time: 3948.54 ms
[2022-04-01 23:16:00 main:574] : INFO : Epoch 1798 | loss: 0.0311552 | val_loss: 0.0311792 | Time: 3840.26 ms
[2022-04-01 23:16:03 main:574] : INFO : Epoch 1799 | loss: 0.0311529 | val_loss: 0.0311761 | Time: 3741.91 ms
[2022-04-01 23:16:07 main:574] : INFO : Epoch 1800 | loss: 0.0311503 | val_loss: 0.0311785 | Time: 3907.65 ms
[2022-04-01 23:16:11 main:574] : INFO : Epoch 1801 | loss: 0.0311503 | val_loss: 0.0311769 | Time: 4027.52 ms
[2022-04-01 23:16:15 main:574] : INFO : Epoch 1802 | loss: 0.0311518 | val_loss: 0.0311795 | Time: 3993.12 ms
[2022-04-01 23:16:19 main:574] : INFO : Epoch 1803 | loss: 0.0311537 | val_loss: 0.0311789 | Time: 3759.76 ms
[2022-04-01 23:16:23 main:574] : INFO : Epoch 1804 | loss: 0.0311531 | val_loss: 0.0311781 | Time: 3769.99 ms
[2022-04-01 23:16:27 main:574] : INFO : Epoch 1805 | loss: 0.0311527 | val_loss: 0.0311781 | Time: 3761.65 ms
[2022-04-01 23:16:31 main:574] : INFO : Epoch 1806 | loss: 0.0311546 | val_loss: 0.0311765 | Time: 3965.49 ms
[2022-04-01 23:16:35 main:574] : INFO : Epoch 1807 | loss: 0.0311536 | val_loss: 0.0311844 | Time: 4332.93 ms
[2022-04-01 23:16:39 main:574] : INFO : Epoch 1808 | loss: 0.0311546 | val_loss: 0.0311776 | Time: 4125.7 ms
[2022-04-01 23:16:43 main:574] : INFO : Epoch 1809 | loss: 0.0311529 | val_loss: 0.0311776 | Time: 4061.67 ms
[2022-04-01 23:16:47 main:574] : INFO : Epoch 1810 | loss: 0.031156 | val_loss: 0.0311785 | Time: 4074.51 ms
[2022-04-01 23:16:51 main:574] : INFO : Epoch 1811 | loss: 0.0311509 | val_loss: 0.0311759 | Time: 4171.68 ms
[2022-04-01 23:16:56 main:574] : INFO : Epoch 1812 | loss: 0.0311504 | val_loss: 0.0311758 | Time: 4200.23 ms
[2022-04-01 23:17:00 main:574] : INFO : Epoch 1813 | loss: 0.0311497 | val_loss: 0.0311823 | Time: 4184.15 ms
[2022-04-01 23:17:04 main:574] : INFO : Epoch 1814 | loss: 0.0311513 | val_loss: 0.0311804 | Time: 4403.71 ms
[2022-04-01 23:17:08 main:574] : INFO : Epoch 1815 | loss: 0.0311493 | val_loss: 0.0311768 | Time: 4087.85 ms
[2022-04-01 23:17:13 main:574] : INFO : Epoch 1816 | loss: 0.031149 | val_loss: 0.0311763 | Time: 4183.82 ms
[2022-04-01 23:17:17 main:574] : INFO : Epoch 1817 | loss: 0.0311494 | val_loss: 0.031181 | Time: 4175.42 ms
[2022-04-01 23:17:21 main:574] : INFO : Epoch 1818 | loss: 0.0311496 | val_loss: 0.0311747 | Time: 4195.92 ms
[2022-04-01 23:17:25 main:574] : INFO : Epoch 1819 | loss: 0.031151 | val_loss: 0.0311888 | Time: 4340.05 ms
[2022-04-01 23:17:30 main:574] : INFO : Epoch 1820 | loss: 0.0311536 | val_loss: 0.0311783 | Time: 4342.12 ms
[2022-04-01 23:17:34 main:574] : INFO : Epoch 1821 | loss: 0.0311501 | val_loss: 0.0311798 | Time: 4127.31 ms
[2022-04-01 23:17:38 main:574] : INFO : Epoch 1822 | loss: 0.0311506 | val_loss: 0.0311838 | Time: 3984.11 ms
[2022-04-01 23:17:42 main:574] : INFO : Epoch 1823 | loss: 0.0311532 | val_loss: 0.0311798 | Time: 3832.09 ms
[2022-04-01 23:17:46 main:574] : INFO : Epoch 1824 | loss: 0.0311574 | val_loss: 0.0311747 | Time: 3969.49 ms
[2022-04-01 23:17:50 main:574] : INFO : Epoch 1825 | loss: 0.0311556 | val_loss: 0.0311773 | Time: 4109.56 ms
[2022-04-01 23:17:54 main:574] : INFO : Epoch 1826 | loss: 0.0311524 | val_loss: 0.0311802 | Time: 4017.03 ms
[2022-04-01 23:17:58 main:574] : INFO : Epoch 1827 | loss: 0.0311535 | val_loss: 0.0311783 | Time: 3840.22 ms
[2022-04-01 23:18:01 main:574] : INFO : Epoch 1828 | loss: 0.0311491 | val_loss: 0.0311768 | Time: 3782.12 ms
[2022-04-01 23:18:05 main:574] : INFO : Epoch 1829 | loss: 0.0311487 | val_loss: 0.0311821 | Time: 3890.73 ms
[2022-04-01 23:18:09 main:574] : INFO : Epoch 1830 | loss: 0.0311495 | val_loss: 0.0311812 | Time: 3831.59 ms
[2022-04-01 23:18:13 main:574] : INFO : Epoch 1831 | loss: 0.031149 | val_loss: 0.0311786 | Time: 4033.4 ms
[2022-04-01 23:18:17 main:574] : INFO : Epoch 1832 | loss: 0.0311474 | val_loss: 0.0311817 | Time: 3942.31 ms
[2022-04-01 23:18:21 main:574] : INFO : Epoch 1833 | loss: 0.0311482 | val_loss: 0.0311817 | Time: 3915.26 ms
[2022-04-01 23:18:25 main:574] : INFO : Epoch 1834 | loss: 0.0311477 | val_loss: 0.0311803 | Time: 4177.21 ms
[2022-04-01 23:18:29 main:574] : INFO : Epoch 1835 | loss: 0.0311483 | val_loss: 0.0311774 | Time: 4083.03 ms
[2022-04-01 23:18:33 main:574] : INFO : Epoch 1836 | loss: 0.0311499 | val_loss: 0.0311843 | Time: 4083.67 ms
[2022-04-01 23:18:37 main:574] : INFO : Epoch 1837 | loss: 0.0311547 | val_loss: 0.0311891 | Time: 4197.94 ms
[2022-04-01 23:18:42 main:574] : INFO : Epoch 1838 | loss: 0.0311554 | val_loss: 0.0311757 | Time: 4273.38 ms
[2022-04-01 23:18:46 main:574] : INFO : Epoch 1839 | loss: 0.0311533 | val_loss: 0.0311866 | Time: 4245.78 ms
[2022-04-01 23:18:50 main:574] : INFO : Epoch 1840 | loss: 0.0311508 | val_loss: 0.0311781 | Time: 4099.09 ms
[2022-04-01 23:18:54 main:574] : INFO : Epoch 1841 | loss: 0.0311503 | val_loss: 0.0311752 | Time: 4067.39 ms
[2022-04-01 23:18:58 main:574] : INFO : Epoch 1842 | loss: 0.0311484 | val_loss: 0.0311787 | Time: 4180.93 ms
[2022-04-01 23:19:03 main:574] : INFO : Epoch 1843 | loss: 0.0311525 | val_loss: 0.0311818 | Time: 4267.23 ms
[2022-04-01 23:19:07 main:574] : INFO : Epoch 1844 | loss: 0.0311497 | val_loss: 0.0311782 | Time: 4232.18 ms
[2022-04-01 23:19:11 main:574] : INFO : Epoch 1845 | loss: 0.0311486 | val_loss: 0.031179 | Time: 4208.31 ms
[2022-04-01 23:19:15 main:574] : INFO : Epoch 1846 | loss: 0.0311533 | val_loss: 0.0311793 | Time: 4235.25 ms
[2022-04-01 23:19:20 main:574] : INFO : Epoch 1847 | loss: 0.0311642 | val_loss: 0.0311792 | Time: 4256.23 ms
[2022-04-01 23:19:24 main:574] : INFO : Epoch 1848 | loss: 0.0311632 | val_loss: 0.0311825 | Time: 4195.44 ms
[2022-04-01 23:19:28 main:574] : INFO : Epoch 1849 | loss: 0.031159 | val_loss: 0.0311846 | Time: 4200.78 ms
[2022-04-01 23:19:32 main:574] : INFO : Epoch 1850 | loss: 0.0311605 | val_loss: 0.0311826 | Time: 4034.32 ms
[2022-04-01 23:19:36 main:574] : INFO : Epoch 1851 | loss: 0.0311588 | val_loss: 0.0311795 | Time: 3863.02 ms
[2022-04-01 23:19:40 main:574] : INFO : Epoch 1852 | loss: 0.0311578 | val_loss: 0.0311827 | Time: 3888.28 ms
[2022-04-01 23:19:44 main:574] : INFO : Epoch 1853 | loss: 0.0311647 | val_loss: 0.0311789 | Time: 3761.22 ms
[2022-04-01 23:19:47 main:574] : INFO : Epoch 1854 | loss: 0.031162 | val_loss: 0.0311817 | Time: 3797.29 ms
[2022-04-01 23:19:51 main:574] : INFO : Epoch 1855 | loss: 0.0311612 | val_loss: 0.0311807 | Time: 3905.44 ms
[2022-04-01 23:19:55 main:574] : INFO : Epoch 1856 | loss: 0.0311624 | val_loss: 0.0311877 | Time: 4097.73 ms
[2022-04-01 23:19:59 main:574] : INFO : Epoch 1857 | loss: 0.0311625 | val_loss: 0.0311819 | Time: 4092.7 ms
[2022-04-01 23:20:03 main:574] : INFO : Epoch 1858 | loss: 0.0311615 | val_loss: 0.0311787 | Time: 3815.65 ms
[2022-04-01 23:20:07 main:574] : INFO : Epoch 1859 | loss: 0.0311653 | val_loss: 0.0311817 | Time: 3821.72 ms
[2022-04-01 23:20:11 main:574] : INFO : Epoch 1860 | loss: 0.031161 | val_loss: 0.0311804 | Time: 3777.32 ms
[2022-04-01 23:20:15 main:574] : INFO : Epoch 1861 | loss: 0.0311568 | val_loss: 0.0311765 | Time: 4069.81 ms
[2022-04-01 23:20:19 main:574] : INFO : Epoch 1862 | loss: 0.0311556 | val_loss: 0.0311841 | Time: 4261.03 ms
[2022-04-01 23:20:24 main:574] : INFO : Epoch 1863 | loss: 0.0311556 | val_loss: 0.0311754 | Time: 4259.96 ms
[2022-04-01 23:20:28 main:574] : INFO : Epoch 1864 | loss: 0.0311578 | val_loss: 0.0311794 | Time: 4190.28 ms
[2022-04-01 23:20:32 main:574] : INFO : Epoch 1865 | loss: 0.0311542 | val_loss: 0.031177 | Time: 4069.32 ms
[2022-04-01 23:20:36 main:574] : INFO : Epoch 1866 | loss: 0.0311538 | val_loss: 0.0311806 | Time: 4035.13 ms
[2022-04-01 23:20:40 main:574] : INFO : Epoch 1867 | loss: 0.031156 | val_loss: 0.0311779 | Time: 4127.95 ms
[2022-04-01 23:20:44 main:574] : INFO : Epoch 1868 | loss: 0.0311551 | val_loss: 0.0311816 | Time: 4308.49 ms
[2022-04-01 23:20:49 main:574] : INFO : Epoch 1869 | loss: 0.0311537 | val_loss: 0.0311828 | Time: 4305.17 ms
[2022-04-01 23:20:53 main:574] : INFO : Epoch 1870 | loss: 0.0311535 | val_loss: 0.0311835 | Time: 4164.9 ms
[2022-04-01 23:20:57 main:574] : INFO : Epoch 1871 | loss: 0.0311534 | val_loss: 0.0311807 | Time: 4146.28 ms
[2022-04-01 23:21:01 main:574] : INFO : Epoch 1872 | loss: 0.031158 | val_loss: 0.0311831 | Time: 4136.32 ms
[2022-04-01 23:21:05 main:574] : INFO : Epoch 1873 | loss: 0.0311558 | val_loss: 0.0311757 | Time: 4145.83 ms
[2022-04-01 23:21:09 main:574] : INFO : Epoch 1874 | loss: 0.0311569 | val_loss: 0.031183 | Time: 4201.32 ms
[2022-04-01 23:21:14 main:574] : INFO : Epoch 1875 | loss: 0.0311566 | val_loss: 0.0311806 | Time: 4353.36 ms
[2022-04-01 23:21:18 main:574] : INFO : Epoch 1876 | loss: 0.0311562 | val_loss: 0.0311833 | Time: 4166.47 ms
[2022-04-01 23:21:22 main:574] : INFO : Epoch 1877 | loss: 0.0311691 | val_loss: 0.031177 | Time: 4009.75 ms
[2022-04-01 23:21:26 main:574] : INFO : Epoch 1878 | loss: 0.0311675 | val_loss: 0.0311741 | Time: 4043.55 ms
[2022-04-01 23:21:30 main:574] : INFO : Epoch 1879 | loss: 0.0311632 | val_loss: 0.0311721 | Time: 3736.89 ms
[2022-04-01 23:21:34 main:574] : INFO : Epoch 1880 | loss: 0.0311607 | val_loss: 0.0311746 | Time: 4144.29 ms
[2022-04-01 23:21:38 main:574] : INFO : Epoch 1881 | loss: 0.0311589 | val_loss: 0.031175 | Time: 4145.77 ms
[2022-04-01 23:21:42 main:574] : INFO : Epoch 1882 | loss: 0.0311588 | val_loss: 0.0311785 | Time: 4320.94 ms
[2022-04-01 23:21:46 main:574] : INFO : Epoch 1883 | loss: 0.0311593 | val_loss: 0.0311802 | Time: 3926.75 ms
[2022-04-01 23:21:50 main:574] : INFO : Epoch 1884 | loss: 0.0311591 | val_loss: 0.0311793 | Time: 4008.97 ms
[2022-04-01 23:21:54 main:574] : INFO : Epoch 1885 | loss: 0.0311571 | val_loss: 0.0311774 | Time: 4181.08 ms
[2022-04-01 23:21:58 main:574] : INFO : Epoch 1886 | loss: 0.031154 | val_loss: 0.031181 | Time: 3955.26 ms
[2022-04-01 23:22:03 main:574] : INFO : Epoch 1887 | loss: 0.0311521 | val_loss: 0.0311767 | Time: 4360.08 ms
[2022-04-01 23:22:07 main:574] : INFO : Epoch 1888 | loss: 0.031152 | val_loss: 0.0311765 | Time: 4035.88 ms
[2022-04-01 23:22:11 main:574] : INFO : Epoch 1889 | loss: 0.0311519 | val_loss: 0.0311807 | Time: 4137.5 ms
[2022-04-01 23:22:15 main:574] : INFO : Epoch 1890 | loss: 0.031155 | val_loss: 0.0311778 | Time: 4195.76 ms
[2022-04-01 23:22:19 main:574] : INFO : Epoch 1891 | loss: 0.0311522 | val_loss: 0.0311785 | Time: 4180.8 ms
[2022-04-01 23:22:24 main:574] : INFO : Epoch 1892 | loss: 0.031151 | val_loss: 0.0311771 | Time: 4277.13 ms
[2022-04-01 23:22:28 main:574] : INFO : Epoch 1893 | loss: 0.0311525 | val_loss: 0.0311819 | Time: 3988.03 ms
[2022-04-01 23:22:32 main:574] : INFO : Epoch 1894 | loss: 0.031152 | val_loss: 0.0311781 | Time: 4074.24 ms
[2022-04-01 23:22:36 main:574] : INFO : Epoch 1895 | loss: 0.0311523 | val_loss: 0.0311798 | Time: 3896.67 ms
[2022-04-01 23:22:40 main:574] : INFO : Epoch 1896 | loss: 0.0311542 | val_loss: 0.0311846 | Time: 3859.86 ms
[2022-04-01 23:22:44 main:574] : INFO : Epoch 1897 | loss: 0.0311515 | val_loss: 0.0311798 | Time: 4023.1 ms
[2022-04-01 23:22:47 main:574] : INFO : Epoch 1898 | loss: 0.0311546 | val_loss: 0.0311833 | Time: 3820.8 ms
[2022-04-01 23:22:51 main:574] : INFO : Epoch 1899 | loss: 0.0311528 | val_loss: 0.0311861 | Time: 3878.98 ms
[2022-04-01 23:22:55 main:574] : INFO : Epoch 1900 | loss: 0.0311511 | val_loss: 0.0311784 | Time: 3861.06 ms
[2022-04-01 23:22:59 main:574] : INFO : Epoch 1901 | loss: 0.0311523 | val_loss: 0.0311825 | Time: 3798.72 ms
[2022-04-01 23:23:03 main:574] : INFO : Epoch 1902 | loss: 0.0311525 | val_loss: 0.0311764 | Time: 3895.65 ms
[2022-04-01 23:23:07 main:574] : INFO : Epoch 1903 | loss: 0.0311478 | val_loss: 0.031181 | Time: 3851.66 ms
[2022-04-01 23:23:10 main:574] : INFO : Epoch 1904 | loss: 0.03115 | val_loss: 0.0311799 | Time: 3777.27 ms
[2022-04-01 23:23:14 main:574] : INFO : Epoch 1905 | loss: 0.0311511 | val_loss: 0.0311757 | Time: 3847.17 ms
[2022-04-01 23:23:19 main:574] : INFO : Epoch 1906 | loss: 0.0311514 | val_loss: 0.03118 | Time: 4403.84 ms
[2022-04-01 23:23:23 main:574] : INFO : Epoch 1907 | loss: 0.0311511 | val_loss: 0.0311799 | Time: 4005.82 ms
[2022-04-01 23:23:27 main:574] : INFO : Epoch 1908 | loss: 0.0311517 | val_loss: 0.0311797 | Time: 4160.77 ms
[2022-04-01 23:23:31 main:574] : INFO : Epoch 1909 | loss: 0.0311592 | val_loss: 0.0311781 | Time: 4036.76 ms
[2022-04-01 23:23:35 main:574] : INFO : Epoch 1910 | loss: 0.0311537 | val_loss: 0.031178 | Time: 4296.8 ms
[2022-04-01 23:23:39 main:574] : INFO : Epoch 1911 | loss: 0.0311526 | val_loss: 0.0311751 | Time: 4116.05 ms
[2022-04-01 23:23:43 main:574] : INFO : Epoch 1912 | loss: 0.0311509 | val_loss: 0.0311792 | Time: 4079.91 ms
[2022-04-01 23:23:48 main:574] : INFO : Epoch 1913 | loss: 0.0311496 | val_loss: 0.0311756 | Time: 4183.26 ms
[2022-04-01 23:23:52 main:574] : INFO : Epoch 1914 | loss: 0.0311498 | val_loss: 0.0311756 | Time: 4203.56 ms
[2022-04-01 23:23:56 main:574] : INFO : Epoch 1915 | loss: 0.0311522 | val_loss: 0.0311839 | Time: 4266.52 ms
[2022-04-01 23:24:00 main:574] : INFO : Epoch 1916 | loss: 0.03115 | val_loss: 0.0311782 | Time: 4284.57 ms
[2022-04-01 23:24:05 main:574] : INFO : Epoch 1917 | loss: 0.0311489 | val_loss: 0.031179 | Time: 4127.47 ms
[2022-04-01 23:24:09 main:574] : INFO : Epoch 1918 | loss: 0.0311483 | val_loss: 0.0311773 | Time: 4225.34 ms
[2022-04-01 23:24:13 main:574] : INFO : Epoch 1919 | loss: 0.0311501 | val_loss: 0.0311764 | Time: 4236.57 ms
[2022-04-01 23:24:17 main:574] : INFO : Epoch 1920 | loss: 0.031149 | val_loss: 0.031178 | Time: 4228.59 ms
[2022-04-01 23:24:22 main:574] : INFO : Epoch 1921 | loss: 0.0311525 | val_loss: 0.0311719 | Time: 4307.72 ms
[2022-04-01 23:24:26 main:574] : INFO : Epoch 1922 | loss: 0.0311525 | val_loss: 0.0311723 | Time: 4241.67 ms
[2022-04-01 23:24:30 main:574] : INFO : Epoch 1923 | loss: 0.0311509 | val_loss: 0.0311747 | Time: 3809.54 ms
[2022-04-01 23:24:33 main:574] : INFO : Epoch 1924 | loss: 0.0311496 | val_loss: 0.0311748 | Time: 3775.35 ms
[2022-04-01 23:24:37 main:574] : INFO : Epoch 1925 | loss: 0.0311503 | val_loss: 0.031175 | Time: 3950.72 ms
[2022-04-01 23:24:41 main:574] : INFO : Epoch 1926 | loss: 0.0311511 | val_loss: 0.031176 | Time: 3910.19 ms
[2022-04-01 23:24:45 main:574] : INFO : Epoch 1927 | loss: 0.0311502 | val_loss: 0.0311794 | Time: 3896.05 ms
[2022-04-01 23:24:49 main:574] : INFO : Epoch 1928 | loss: 0.0311526 | val_loss: 0.031176 | Time: 4067.52 ms
[2022-04-01 23:24:53 main:574] : INFO : Epoch 1929 | loss: 0.03115 | val_loss: 0.0311755 | Time: 3883.32 ms
[2022-04-01 23:24:57 main:574] : INFO : Epoch 1930 | loss: 0.0311528 | val_loss: 0.0311809 | Time: 3879.61 ms
[2022-04-01 23:25:01 main:574] : INFO : Epoch 1931 | loss: 0.0311505 | val_loss: 0.0311847 | Time: 3817.93 ms
[2022-04-01 23:25:05 main:574] : INFO : Epoch 1932 | loss: 0.031151 | val_loss: 0.0311846 | Time: 3860.23 ms
[2022-04-01 23:25:09 main:574] : INFO : Epoch 1933 | loss: 0.0311526 | val_loss: 0.0311824 | Time: 3984.6 ms
[2022-04-01 23:25:13 main:574] : INFO : Epoch 1934 | loss: 0.03115 | val_loss: 0.0311781 | Time: 4175.86 ms
[2022-04-01 23:25:17 main:574] : INFO : Epoch 1935 | loss: 0.0311513 | val_loss: 0.0311783 | Time: 4161.53 ms
[2022-04-01 23:25:21 main:574] : INFO : Epoch 1936 | loss: 0.0311516 | val_loss: 0.0311764 | Time: 4061.44 ms
[2022-04-01 23:25:25 main:574] : INFO : Epoch 1937 | loss: 0.0311508 | val_loss: 0.0311759 | Time: 4057.23 ms
[2022-04-01 23:25:29 main:574] : INFO : Epoch 1938 | loss: 0.0311519 | val_loss: 0.0311758 | Time: 4047.67 ms
[2022-04-01 23:25:33 main:574] : INFO : Epoch 1939 | loss: 0.0311536 | val_loss: 0.0311784 | Time: 4245.17 ms
[2022-04-01 23:25:38 main:574] : INFO : Epoch 1940 | loss: 0.031156 | val_loss: 0.0311796 | Time: 4309.52 ms
[2022-04-01 23:25:42 main:574] : INFO : Epoch 1941 | loss: 0.0311624 | val_loss: 0.031175 | Time: 4188.62 ms
[2022-04-01 23:25:46 main:574] : INFO : Epoch 1942 | loss: 0.0311581 | val_loss: 0.0311767 | Time: 4174.13 ms
[2022-04-01 23:25:50 main:574] : INFO : Epoch 1943 | loss: 0.0311571 | val_loss: 0.0311772 | Time: 4159.64 ms
[2022-04-01 23:25:54 main:574] : INFO : Epoch 1944 | loss: 0.0311598 | val_loss: 0.0311818 | Time: 4141.78 ms
[2022-04-01 23:25:59 main:574] : INFO : Epoch 1945 | loss: 0.0311596 | val_loss: 0.031175 | Time: 4311.76 ms
[2022-04-01 23:26:03 main:574] : INFO : Epoch 1946 | loss: 0.0311581 | val_loss: 0.0311788 | Time: 4331.01 ms
[2022-04-01 23:26:07 main:574] : INFO : Epoch 1947 | loss: 0.031159 | val_loss: 0.0311775 | Time: 4206.77 ms
[2022-04-01 23:26:11 main:574] : INFO : Epoch 1948 | loss: 0.031159 | val_loss: 0.0311781 | Time: 4149.87 ms
[2022-04-01 23:26:16 main:574] : INFO : Epoch 1949 | loss: 0.0311584 | val_loss: 0.0311788 | Time: 4110.42 ms
[2022-04-01 23:26:19 main:574] : INFO : Epoch 1950 | loss: 0.0311565 | val_loss: 0.031175 | Time: 3937.39 ms
[2022-04-01 23:26:23 main:574] : INFO : Epoch 1951 | loss: 0.0311573 | val_loss: 0.0311775 | Time: 3880.45 ms
[2022-04-01 23:26:27 main:574] : INFO : Epoch 1952 | loss: 0.0311556 | val_loss: 0.0311753 | Time: 3797.45 ms
[2022-04-01 23:26:31 main:574] : INFO : Epoch 1953 | loss: 0.0311548 | val_loss: 0.031182 | Time: 3824.71 ms
[2022-04-01 23:26:35 main:574] : INFO : Epoch 1954 | loss: 0.0311569 | val_loss: 0.0311784 | Time: 3897.68 ms
[2022-04-01 23:26:39 main:574] : INFO : Epoch 1955 | loss: 0.0311545 | val_loss: 0.0311779 | Time: 3768.91 ms
[2022-04-01 23:26:43 main:574] : INFO : Epoch 1956 | loss: 0.0311597 | val_loss: 0.0311783 | Time: 3899.3 ms
[2022-04-01 23:26:47 main:574] : INFO : Epoch 1957 | loss: 0.0311593 | val_loss: 0.0311813 | Time: 3959.31 ms
[2022-04-01 23:26:51 main:574] : INFO : Epoch 1958 | loss: 0.0311591 | val_loss: 0.0311768 | Time: 4021.6 ms
[2022-04-01 23:26:55 main:574] : INFO : Epoch 1959 | loss: 0.0311546 | val_loss: 0.0311764 | Time: 4098.77 ms
[2022-04-01 23:26:59 main:574] : INFO : Epoch 1960 | loss: 0.0311543 | val_loss: 0.0311779 | Time: 3805.7 ms
[2022-04-01 23:27:02 main:574] : INFO : Epoch 1961 | loss: 0.0311553 | val_loss: 0.031179 | Time: 3855.57 ms
[2022-04-01 23:27:06 main:574] : INFO : Epoch 1962 | loss: 0.0311548 | val_loss: 0.0311784 | Time: 3836.12 ms
[2022-04-01 23:27:10 main:574] : INFO : Epoch 1963 | loss: 0.0311522 | val_loss: 0.031178 | Time: 4090.84 ms
[2022-04-01 23:27:15 main:574] : INFO : Epoch 1964 | loss: 0.0311525 | val_loss: 0.0311798 | Time: 4316.05 ms
[2022-04-01 23:27:19 main:574] : INFO : Epoch 1965 | loss: 0.0311544 | val_loss: 0.0311808 | Time: 4232.18 ms
[2022-04-01 23:27:23 main:574] : INFO : Epoch 1966 | loss: 0.0311548 | val_loss: 0.0311906 | Time: 4135.24 ms
[2022-04-01 23:27:27 main:574] : INFO : Epoch 1967 | loss: 0.0311588 | val_loss: 0.0311795 | Time: 4124.92 ms
[2022-04-01 23:27:31 main:574] : INFO : Epoch 1968 | loss: 0.0311555 | val_loss: 0.0311864 | Time: 4137.04 ms
[2022-04-01 23:27:35 main:574] : INFO : Epoch 1969 | loss: 0.0311547 | val_loss: 0.0311799 | Time: 4159.18 ms
[2022-04-01 23:27:40 main:574] : INFO : Epoch 1970 | loss: 0.0311521 | val_loss: 0.0311818 | Time: 4124.73 ms
[2022-04-01 23:27:44 main:574] : INFO : Epoch 1971 | loss: 0.0311513 | val_loss: 0.0311826 | Time: 4159.14 ms
[2022-04-01 23:27:48 main:574] : INFO : Epoch 1972 | loss: 0.0311493 | val_loss: 0.0311835 | Time: 4222.64 ms
[2022-04-01 23:27:52 main:574] : INFO : Epoch 1973 | loss: 0.0311499 | val_loss: 0.0311776 | Time: 4151.34 ms
[2022-04-01 23:27:56 main:574] : INFO : Epoch 1974 | loss: 0.0311561 | val_loss: 0.0311792 | Time: 4123.65 ms
[2022-04-01 23:28:00 main:574] : INFO : Epoch 1975 | loss: 0.0311537 | val_loss: 0.0311782 | Time: 4154.25 ms
[2022-04-01 23:28:05 main:574] : INFO : Epoch 1976 | loss: 0.0311511 | val_loss: 0.0311768 | Time: 4427.8 ms
[2022-04-01 23:28:09 main:574] : INFO : Epoch 1977 | loss: 0.0311504 | val_loss: 0.0311801 | Time: 4420.31 ms
[2022-04-01 23:28:13 main:574] : INFO : Epoch 1978 | loss: 0.0311509 | val_loss: 0.0311795 | Time: 4034.33 ms
[2022-04-01 23:28:17 main:574] : INFO : Epoch 1979 | loss: 0.0311529 | val_loss: 0.0311826 | Time: 3893.38 ms
[2022-04-01 23:28:21 main:574] : INFO : Epoch 1980 | loss: 0.0311518 | val_loss: 0.0311835 | Time: 3913 ms
[2022-04-01 23:28:25 main:574] : INFO : Epoch 1981 | loss: 0.0311543 | val_loss: 0.0311811 | Time: 3876.7 ms
[2022-04-01 23:28:29 main:574] : INFO : Epoch 1982 | loss: 0.0311586 | val_loss: 0.0311811 | Time: 4125.99 ms
[2022-04-01 23:28:33 main:574] : INFO : Epoch 1983 | loss: 0.0311592 | val_loss: 0.0311788 | Time: 3940.31 ms
[2022-04-01 23:28:37 main:574] : INFO : Epoch 1984 | loss: 0.0311554 | val_loss: 0.0311787 | Time: 3863.25 ms
[2022-04-01 23:28:41 main:574] : INFO : Epoch 1985 | loss: 0.0311562 | val_loss: 0.0311807 | Time: 3854.6 ms
[2022-04-01 23:28:45 main:574] : INFO : Epoch 1986 | loss: 0.0311544 | val_loss: 0.0311801 | Time: 3785.07 ms
[2022-04-01 23:28:49 main:574] : INFO : Epoch 1987 | loss: 0.0311529 | val_loss: 0.0311795 | Time: 3956.86 ms
[2022-04-01 23:28:52 main:574] : INFO : Epoch 1988 | loss: 0.031153 | val_loss: 0.0311871 | Time: 3879.92 ms
[2022-04-01 23:28:56 main:574] : INFO : Epoch 1989 | loss: 0.031152 | val_loss: 0.0311782 | Time: 3988.45 ms
[2022-04-01 23:29:00 main:574] : INFO : Epoch 1990 | loss: 0.0311562 | val_loss: 0.0311815 | Time: 4052.25 ms
[2022-04-01 23:29:05 main:574] : INFO : Epoch 1991 | loss: 0.0311582 | val_loss: 0.031177 | Time: 4191.96 ms
[2022-04-01 23:29:09 main:574] : INFO : Epoch 1992 | loss: 0.0311604 | val_loss: 0.0311818 | Time: 4088.18 ms
[2022-04-01 23:29:13 main:574] : INFO : Epoch 1993 | loss: 0.0311622 | val_loss: 0.0311818 | Time: 4043.82 ms
[2022-04-01 23:29:17 main:574] : INFO : Epoch 1994 | loss: 0.0311591 | val_loss: 0.0311837 | Time: 4218.31 ms
[2022-04-01 23:29:21 main:574] : INFO : Epoch 1995 | loss: 0.0311566 | val_loss: 0.0311847 | Time: 4385.97 ms
[2022-04-01 23:29:26 main:574] : INFO : Epoch 1996 | loss: 0.0311579 | val_loss: 0.031182 | Time: 4307.65 ms
[2022-04-01 23:29:30 main:574] : INFO : Epoch 1997 | loss: 0.0311686 | val_loss: 0.0311794 | Time: 4170.8 ms
[2022-04-01 23:29:34 main:574] : INFO : Epoch 1998 | loss: 0.0311677 | val_loss: 0.0311775 | Time: 4127.09 ms
[2022-04-01 23:29:38 main:574] : INFO : Epoch 1999 | loss: 0.0311622 | val_loss: 0.0311774 | Time: 4138.59 ms
[2022-04-01 23:29:42 main:574] : INFO : Epoch 2000 | loss: 0.0311636 | val_loss: 0.0311782 | Time: 4138.91 ms
[2022-04-01 23:29:46 main:574] : INFO : Epoch 2001 | loss: 0.0311754 | val_loss: 0.0311779 | Time: 4119.36 ms
[2022-04-01 23:29:51 main:574] : INFO : Epoch 2002 | loss: 0.0311808 | val_loss: 0.031178 | Time: 4123.07 ms
[2022-04-01 23:29:55 main:574] : INFO : Epoch 2003 | loss: 0.0311796 | val_loss: 0.0311792 | Time: 4271.28 ms
[2022-04-01 23:29:59 main:574] : INFO : Epoch 2004 | loss: 0.0311757 | val_loss: 0.0311793 | Time: 4333.15 ms
[2022-04-01 23:30:04 main:574] : INFO : Epoch 2005 | loss: 0.031173 | val_loss: 0.031176 | Time: 4413.03 ms
[2022-04-01 23:30:08 main:574] : INFO : Epoch 2006 | loss: 0.0311707 | val_loss: 0.0311797 | Time: 3934.85 ms
[2022-04-01 23:30:11 main:574] : INFO : Epoch 2007 | loss: 0.0311694 | val_loss: 0.0311745 | Time: 3791.69 ms
[2022-04-01 23:30:15 main:574] : INFO : Epoch 2008 | loss: 0.0311681 | val_loss: 0.0311748 | Time: 3933.63 ms
[2022-04-01 23:30:19 main:574] : INFO : Epoch 2009 | loss: 0.0311688 | val_loss: 0.0311728 | Time: 3895.46 ms
[2022-04-01 23:30:23 main:574] : INFO : Epoch 2010 | loss: 0.0311672 | val_loss: 0.0311725 | Time: 4165.61 ms
[2022-04-01 23:30:27 main:574] : INFO : Epoch 2011 | loss: 0.0311658 | val_loss: 0.031174 | Time: 4027.18 ms
[2022-04-01 23:30:31 main:574] : INFO : Epoch 2012 | loss: 0.0311674 | val_loss: 0.0311759 | Time: 3887.16 ms
[2022-04-01 23:30:35 main:574] : INFO : Epoch 2013 | loss: 0.0311679 | val_loss: 0.031174 | Time: 3834.08 ms
[2022-04-01 23:30:39 main:574] : INFO : Epoch 2014 | loss: 0.0311643 | val_loss: 0.0311762 | Time: 3724.56 ms
[2022-04-01 23:30:43 main:574] : INFO : Epoch 2015 | loss: 0.0311652 | val_loss: 0.0311764 | Time: 3850.18 ms
[2022-04-01 23:30:47 main:574] : INFO : Epoch 2016 | loss: 0.031165 | val_loss: 0.0311766 | Time: 3924.4 ms
[2022-04-01 23:30:51 main:574] : INFO : Epoch 2017 | loss: 0.0311635 | val_loss: 0.0311768 | Time: 4197.22 ms
[2022-04-01 23:30:55 main:574] : INFO : Epoch 2018 | loss: 0.0311677 | val_loss: 0.0311795 | Time: 4202.14 ms
[2022-04-01 23:30:59 main:574] : INFO : Epoch 2019 | loss: 0.0311676 | val_loss: 0.0311837 | Time: 4145.06 ms
[2022-04-01 23:31:03 main:574] : INFO : Epoch 2020 | loss: 0.0311678 | val_loss: 0.0311848 | Time: 4051.42 ms
[2022-04-01 23:31:07 main:574] : INFO : Epoch 2021 | loss: 0.0311694 | val_loss: 0.0311848 | Time: 4120.46 ms
[2022-04-01 23:31:12 main:574] : INFO : Epoch 2022 | loss: 0.0311661 | val_loss: 0.0311779 | Time: 4371.36 ms
[2022-04-01 23:31:16 main:574] : INFO : Epoch 2023 | loss: 0.0311667 | val_loss: 0.0311803 | Time: 4259.36 ms
[2022-04-01 23:31:20 main:574] : INFO : Epoch 2024 | loss: 0.0311676 | val_loss: 0.0311787 | Time: 4217.95 ms
[2022-04-01 23:31:24 main:574] : INFO : Epoch 2025 | loss: 0.0311656 | val_loss: 0.031176 | Time: 4212.58 ms
[2022-04-01 23:31:29 main:574] : INFO : Epoch 2026 | loss: 0.0311635 | val_loss: 0.0311767 | Time: 4181.18 ms
[2022-04-01 23:31:33 main:574] : INFO : Epoch 2027 | loss: 0.0311631 | val_loss: 0.0311779 | Time: 4214.93 ms
[2022-04-01 23:31:37 main:574] : INFO : Epoch 2028 | loss: 0.0311616 | val_loss: 0.0311775 | Time: 4423.76 ms
[2022-04-01 23:31:42 main:574] : INFO : Epoch 2029 | loss: 0.0311616 | val_loss: 0.0311828 | Time: 4495.99 ms
[2022-04-01 23:31:46 main:574] : INFO : Epoch 2030 | loss: 0.0311617 | val_loss: 0.0311778 | Time: 4207.72 ms
[2022-04-01 23:31:50 main:574] : INFO : Epoch 2031 | loss: 0.0311602 | val_loss: 0.0311794 | Time: 4163.34 ms
[2022-04-01 23:31:54 main:574] : INFO : Epoch 2032 | loss: 0.0311617 | val_loss: 0.0311788 | Time: 3933.58 ms
[2022-04-01 23:31:58 main:574] : INFO : Epoch 2033 | loss: 0.0311601 | val_loss: 0.0311765 | Time: 3847.07 ms
[2022-04-01 23:32:02 main:574] : INFO : Epoch 2034 | loss: 0.0311604 | val_loss: 0.0311791 | Time: 3923.46 ms
[2022-04-01 23:32:06 main:574] : INFO : Epoch 2035 | loss: 0.0311594 | val_loss: 0.0311787 | Time: 3727.21 ms
[2022-04-01 23:32:10 main:574] : INFO : Epoch 2036 | loss: 0.0311605 | val_loss: 0.0311796 | Time: 3985.11 ms
[2022-04-01 23:32:14 main:574] : INFO : Epoch 2037 | loss: 0.03116 | val_loss: 0.0311789 | Time: 4171.43 ms
[2022-04-01 23:32:18 main:574] : INFO : Epoch 2038 | loss: 0.0311753 | val_loss: 0.0311842 | Time: 4288.08 ms
[2022-04-01 23:32:22 main:574] : INFO : Epoch 2039 | loss: 0.0311796 | val_loss: 0.0311834 | Time: 4195.04 ms
[2022-04-01 23:32:26 main:574] : INFO : Epoch 2040 | loss: 0.0311777 | val_loss: 0.0311824 | Time: 4047.75 ms
[2022-04-01 23:32:30 main:574] : INFO : Epoch 2041 | loss: 0.0311755 | val_loss: 0.031183 | Time: 4082.95 ms
[2022-04-01 23:32:35 main:574] : INFO : Epoch 2042 | loss: 0.0311744 | val_loss: 0.0311824 | Time: 4070.84 ms
[2022-04-01 23:32:39 main:574] : INFO : Epoch 2043 | loss: 0.0311732 | val_loss: 0.0311826 | Time: 3979.51 ms
[2022-04-01 23:32:43 main:574] : INFO : Epoch 2044 | loss: 0.0311706 | val_loss: 0.0311834 | Time: 4158.95 ms
[2022-04-01 23:32:47 main:574] : INFO : Epoch 2045 | loss: 0.0311703 | val_loss: 0.0311861 | Time: 4124.35 ms
[2022-04-01 23:32:51 main:574] : INFO : Epoch 2046 | loss: 0.0311706 | val_loss: 0.0311843 | Time: 3832.88 ms
[2022-04-01 23:32:54 main:574] : INFO : Epoch 2047 | loss: 0.0311701 | val_loss: 0.0311822 | Time: 3713.86 ms
[2022-04-01 23:32:58 main:574] : INFO : Epoch 2048 | loss: 0.0311703 | val_loss: 0.0311841 | Time: 3776.66 ms
[2022-04-01 23:32:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311841
[2022-04-01 23:32:58 main:603] : INFO : Saving end state to config to file
[2022-04-01 23:32:58 main:608] : INFO : Success, exiting..
23:32:58 (16540): 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)