Task 10917631
| Name | ParityModified-1638638214-26848-3-0_0 |
| Workunit | 8216545 |
| Created | 20 Jan 2022, 9:52:31 UTC |
| Sent | 5 Feb 2022, 21:00:29 UTC |
| Report deadline | 13 Feb 2022, 21:00:29 UTC |
| Received | 6 Feb 2022, 21:00:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18356 |
| Run time | 3 hours 43 min 32 sec |
| CPU time | 3 hours 32 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,157.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.80 GB |
| Peak swap size | 4.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 574] : INFO : Epoch 1542 | loss: 0.0311628 | val_loss: 0.0311711 | Time: 3944.69 ms [2022-02-05 23:55:47 main:574] : INFO : Epoch 1543 | loss: 0.0311633 | val_loss: 0.0311687 | Time: 3980.92 ms [2022-02-05 23:55:51 main:574] : INFO : Epoch 1544 | loss: 0.0311615 | val_loss: 0.0311684 | Time: 3873.79 ms [2022-02-05 23:55:55 main:574] : INFO : Epoch 1545 | loss: 0.0311602 | val_loss: 0.0311695 | Time: 3920.56 ms [2022-02-05 23:55:59 main:574] : INFO : Epoch 1546 | loss: 0.0311599 | val_loss: 0.0311711 | Time: 3879.9 ms [2022-02-05 23:56:04 main:574] : INFO : Epoch 1547 | loss: 0.0311589 | val_loss: 0.0311708 | Time: 3940.09 ms [2022-02-05 23:56:08 main:574] : INFO : Epoch 1548 | loss: 0.0311593 | val_loss: 0.0311696 | Time: 3962.63 ms [2022-02-05 23:56:12 main:574] : INFO : Epoch 1549 | loss: 0.0311593 | val_loss: 0.0311705 | Time: 3913.1 ms [2022-02-05 23:56:16 main:574] : INFO : Epoch 1550 | loss: 0.0311617 | val_loss: 0.0311719 | Time: 3819.84 ms [2022-02-05 23:56:20 main:574] : INFO : Epoch 1551 | loss: 0.0311632 | val_loss: 0.03117 | Time: 3959.19 ms [2022-02-05 23:56:24 main:574] : INFO : Epoch 1552 | loss: 0.0311617 | val_loss: 0.0311693 | Time: 4060.37 ms [2022-02-05 23:56:28 main:574] : INFO : Epoch 1553 | loss: 0.0311619 | val_loss: 0.0311716 | Time: 3902.17 ms [2022-02-05 23:56:32 main:574] : INFO : Epoch 1554 | loss: 0.0311637 | val_loss: 0.0311713 | Time: 4068.07 ms [2022-02-05 23:56:37 main:574] : INFO : Epoch 1555 | loss: 0.0311638 | val_loss: 0.0311741 | Time: 4135.64 ms [2022-02-05 23:56:41 main:574] : INFO : Epoch 1556 | loss: 0.0311635 | val_loss: 0.0311712 | Time: 4005.27 ms [2022-02-05 23:56:46 main:574] : INFO : Epoch 1557 | loss: 0.0311613 | val_loss: 0.0311709 | Time: 3943.2 ms [2022-02-05 23:56:50 main:574] : INFO : Epoch 1558 | loss: 0.0311618 | val_loss: 0.0311697 | Time: 3956.46 ms [2022-02-05 23:56:54 main:574] : INFO : Epoch 1559 | loss: 0.0311602 | val_loss: 0.0311703 | Time: 4022.08 ms [2022-02-05 23:56:58 main:574] : INFO : Epoch 1560 | loss: 0.0311599 | val_loss: 0.0311705 | Time: 3940.04 ms [2022-02-05 23:57:02 main:574] : INFO : Epoch 1561 | loss: 0.0311604 | val_loss: 0.0311731 | Time: 3936.33 ms [2022-02-05 23:57:07 main:574] : INFO : Epoch 1562 | loss: 0.03116 | val_loss: 0.0311684 | Time: 3983.36 ms [2022-02-05 23:57:21 main:574] : INFO : Epoch 1563 | loss: 0.0311587 | val_loss: 0.0311697 | Time: 14022.2 ms [2022-02-05 23:57:24 main:574] : INFO : Epoch 1564 | loss: 0.0311618 | val_loss: 0.0311835 | Time: 3320.07 ms [2022-02-05 23:57:28 main:574] : INFO : Epoch 1565 | loss: 0.0311605 | val_loss: 0.0311688 | Time: 3432.84 ms [2022-02-05 23:57:32 main:574] : INFO : Epoch 1566 | loss: 0.0311588 | val_loss: 0.031169 | Time: 3878.91 ms [2022-02-05 23:57:36 main:574] : INFO : Epoch 1567 | loss: 0.0311609 | val_loss: 0.0311707 | Time: 3839.39 ms [2022-02-05 23:57:40 main:574] : INFO : Epoch 1568 | loss: 0.0311613 | val_loss: 0.0311708 | Time: 4074.11 ms [2022-02-05 23:57:44 main:574] : INFO : Epoch 1569 | loss: 0.0311615 | val_loss: 0.0311703 | Time: 4036.77 ms [2022-02-05 23:57:49 main:574] : INFO : Epoch 1570 | loss: 0.0311647 | val_loss: 0.0311712 | Time: 3933.91 ms [2022-02-05 23:57:53 main:574] : INFO : Epoch 1571 | loss: 0.0311616 | val_loss: 0.0311705 | Time: 3945.8 ms [2022-02-05 23:57:57 main:574] : INFO : Epoch 1572 | loss: 0.031165 | val_loss: 0.0311676 | Time: 3936.08 ms [2022-02-05 23:58:01 main:574] : INFO : Epoch 1573 | loss: 0.0311601 | val_loss: 0.0311683 | Time: 4060.88 ms [2022-02-05 23:58:05 main:574] : INFO : Epoch 1574 | loss: 0.0311615 | val_loss: 0.0311749 | Time: 3902.15 ms [2022-02-05 23:58:09 main:574] : INFO : Epoch 1575 | loss: 0.0311623 | val_loss: 0.03117 | Time: 3923.68 ms [2022-02-05 23:58:23 main:574] : INFO : Epoch 1576 | loss: 0.0311629 | val_loss: 0.03117 | Time: 13955 ms [2022-02-05 23:58:27 main:574] : INFO : Epoch 1577 | loss: 0.0311627 | val_loss: 0.0311694 | Time: 3268.12 ms [2022-02-05 23:58:32 main:574] : INFO : Epoch 1578 | loss: 0.0311673 | val_loss: 0.0311726 | Time: 3608.32 ms [2022-02-05 23:58:36 main:574] : INFO : Epoch 1579 | loss: 0.031165 | val_loss: 0.031174 | Time: 3963.91 ms [2022-02-05 23:58:40 main:574] : INFO : Epoch 1580 | loss: 0.0311672 | val_loss: 0.0311756 | Time: 3837.55 ms [2022-02-05 23:58:44 main:574] : INFO : Epoch 1581 | loss: 0.0311692 | val_loss: 0.0311776 | Time: 3980.93 ms [2022-02-05 23:58:48 main:574] : INFO : Epoch 1582 | loss: 0.031168 | val_loss: 0.0311701 | Time: 4004.55 ms [2022-02-05 23:58:53 main:574] : INFO : Epoch 1583 | loss: 0.0311655 | val_loss: 0.0311698 | Time: 3866.44 ms [2022-02-05 23:58:57 main:574] : INFO : Epoch 1584 | loss: 0.0311651 | val_loss: 0.0311675 | Time: 3899.16 ms [2022-02-05 23:59:01 main:574] : INFO : Epoch 1585 | loss: 0.0311641 | val_loss: 0.0311691 | Time: 4150.07 ms [2022-02-05 23:59:05 main:574] : INFO : Epoch 1586 | loss: 0.0311652 | val_loss: 0.0311694 | Time: 3921.02 ms [2022-02-05 23:59:09 main:574] : INFO : Epoch 1587 | loss: 0.0311649 | val_loss: 0.0311695 | Time: 3954.68 ms [2022-02-05 23:59:23 main:574] : INFO : Epoch 1588 | loss: 0.0311649 | val_loss: 0.0311712 | Time: 13865 ms [2022-02-05 23:59:27 main:574] : INFO : Epoch 1589 | loss: 0.031165 | val_loss: 0.0311703 | Time: 3285.36 ms [2022-02-05 23:59:30 main:574] : INFO : Epoch 1590 | loss: 0.031164 | val_loss: 0.0311695 | Time: 3300.71 ms [2022-02-05 23:59:34 main:574] : INFO : Epoch 1591 | loss: 0.0311638 | val_loss: 0.0311715 | Time: 3926.95 ms [2022-02-05 23:59:38 main:574] : INFO : Epoch 1592 | loss: 0.0311621 | val_loss: 0.0311685 | Time: 4117.88 ms [2022-02-05 23:59:42 main:574] : INFO : Epoch 1593 | loss: 0.0311624 | val_loss: 0.0311701 | Time: 3915.67 ms [2022-02-05 23:59:46 main:574] : INFO : Epoch 1594 | loss: 0.0311624 | val_loss: 0.0311689 | Time: 3918.01 ms [2022-02-05 23:59:50 main:574] : INFO : Epoch 1595 | loss: 0.0311653 | val_loss: 0.0311736 | Time: 3967.92 ms [2022-02-05 23:59:55 main:574] : INFO : Epoch 1596 | loss: 0.0311629 | val_loss: 0.0311708 | Time: 4055.5 ms [2022-02-05 23:59:59 main:574] : INFO : Epoch 1597 | loss: 0.0311641 | val_loss: 0.0311743 | Time: 3979.44 ms [2022-02-06 00:00:04 main:574] : INFO : Epoch 1598 | loss: 0.0311629 | val_loss: 0.0311701 | Time: 4047.55 ms [2022-02-06 00:00:08 main:574] : INFO : Epoch 1599 | loss: 0.0311616 | val_loss: 0.0311698 | Time: 4149.49 ms [2022-02-06 00:00:12 main:574] : INFO : Epoch 1600 | loss: 0.0311607 | val_loss: 0.0311677 | Time: 3977.3 ms [2022-02-06 00:00:26 main:574] : INFO : Epoch 1601 | loss: 0.031161 | val_loss: 0.0311696 | Time: 13734.2 ms [2022-02-06 00:00:29 main:574] : INFO : Epoch 1602 | loss: 0.0311643 | val_loss: 0.0311704 | Time: 3352.49 ms [2022-02-06 00:00:33 main:574] : INFO : Epoch 1603 | loss: 0.0311634 | val_loss: 0.0311788 | Time: 3573.05 ms [2022-02-06 00:00:37 main:574] : INFO : Epoch 1604 | loss: 0.031164 | val_loss: 0.0311706 | Time: 3816.97 ms [2022-02-06 00:00:41 main:574] : INFO : Epoch 1605 | loss: 0.0311641 | val_loss: 0.0311684 | Time: 3959.18 ms [2022-02-06 00:00:45 main:574] : INFO : Epoch 1606 | loss: 0.0311663 | val_loss: 0.0311737 | Time: 3951.05 ms [2022-02-06 00:00:50 main:574] : INFO : Epoch 1607 | loss: 0.0311683 | val_loss: 0.0311738 | Time: 3893.56 ms [2022-02-06 00:00:54 main:574] : INFO : Epoch 1608 | loss: 0.0311658 | val_loss: 0.0311749 | Time: 3843.39 ms [2022-02-06 00:00:58 main:574] : INFO : Epoch 1609 | loss: 0.0311635 | val_loss: 0.0311688 | Time: 4079.26 ms [2022-02-06 00:01:02 main:574] : INFO : Epoch 1610 | loss: 0.0311634 | val_loss: 0.0311671 | Time: 4010.95 ms [2022-02-06 00:01:16 main:574] : INFO : Epoch 1611 | loss: 0.0311627 | val_loss: 0.0311668 | Time: 13697.8 ms [2022-02-06 00:01:20 main:574] : INFO : Epoch 1612 | loss: 0.0311616 | val_loss: 0.031167 | Time: 3586.91 ms [2022-02-06 00:01:24 main:574] : INFO : Epoch 1613 | loss: 0.0311608 | val_loss: 0.0311655 | Time: 3621.94 ms [2022-02-06 00:01:28 main:574] : INFO : Epoch 1614 | loss: 0.0311607 | val_loss: 0.0311664 | Time: 3968.4 ms [2022-02-06 00:01:32 main:574] : INFO : Epoch 1615 | loss: 0.0311619 | val_loss: 0.0311685 | Time: 4025.26 ms [2022-02-06 00:01:36 main:574] : INFO : Epoch 1616 | loss: 0.031162 | val_loss: 0.0311661 | Time: 3999.84 ms [2022-02-06 00:01:40 main:574] : INFO : Epoch 1617 | loss: 0.0311611 | val_loss: 0.0311692 | Time: 3960.78 ms [2022-02-06 00:01:45 main:574] : INFO : Epoch 1618 | loss: 0.0311596 | val_loss: 0.0311652 | Time: 3940.48 ms [2022-02-06 00:01:50 main:574] : INFO : Epoch 1619 | loss: 0.0311597 | val_loss: 0.031175 | Time: 4034.24 ms [2022-02-06 00:01:54 main:574] : INFO : Epoch 1620 | loss: 0.0311636 | val_loss: 0.0311693 | Time: 4001.54 ms [2022-02-06 00:01:59 main:574] : INFO : Epoch 1621 | loss: 0.0311614 | val_loss: 0.0311668 | Time: 3897.25 ms [2022-02-06 00:02:03 main:574] : INFO : Epoch 1622 | loss: 0.0311616 | val_loss: 0.0311689 | Time: 4002.96 ms [2022-02-06 00:02:07 main:574] : INFO : Epoch 1623 | loss: 0.0311617 | val_loss: 0.0311664 | Time: 3955.88 ms [2022-02-06 00:02:12 main:574] : INFO : Epoch 1624 | loss: 0.0311613 | val_loss: 0.0311685 | Time: 3948.77 ms [2022-02-06 00:02:25 main:574] : INFO : Epoch 1625 | loss: 0.0311578 | val_loss: 0.0311661 | Time: 13718.4 ms [2022-02-06 00:02:29 main:574] : INFO : Epoch 1626 | loss: 0.0311575 | val_loss: 0.0311669 | Time: 3250.25 ms [2022-02-06 00:02:33 main:574] : INFO : Epoch 1627 | loss: 0.0311579 | val_loss: 0.0311677 | Time: 3452.05 ms [2022-02-06 00:02:38 main:574] : INFO : Epoch 1628 | loss: 0.0311612 | val_loss: 0.031167 | Time: 4574.74 ms [2022-02-06 00:02:44 main:574] : INFO : Epoch 1629 | loss: 0.0311612 | val_loss: 0.0311686 | Time: 5041.71 ms [2022-02-06 00:02:49 main:574] : INFO : Epoch 1630 | loss: 0.0311597 | val_loss: 0.0311686 | Time: 5164.64 ms [2022-02-06 00:02:54 main:574] : INFO : Epoch 1631 | loss: 0.0311596 | val_loss: 0.0311663 | Time: 5029.97 ms [2022-02-06 00:02:59 main:574] : INFO : Epoch 1632 | loss: 0.0311596 | val_loss: 0.0311672 | Time: 5008.64 ms [2022-02-06 00:03:04 main:574] : INFO : Epoch 1633 | loss: 0.0311586 | val_loss: 0.0311667 | Time: 4946.7 ms [2022-02-06 00:03:19 main:574] : INFO : Epoch 1634 | loss: 0.031158 | val_loss: 0.0311711 | Time: 14382.1 ms [2022-02-06 00:03:23 main:574] : INFO : Epoch 1635 | loss: 0.0311607 | val_loss: 0.0311663 | Time: 4361.76 ms [2022-02-06 00:03:29 main:574] : INFO : Epoch 1636 | loss: 0.0311593 | val_loss: 0.0311687 | Time: 4864.66 ms [2022-02-06 00:03:34 main:574] : INFO : Epoch 1637 | loss: 0.03116 | val_loss: 0.0311675 | Time: 5128.53 ms [2022-02-06 00:03:39 main:574] : INFO : Epoch 1638 | loss: 0.0311595 | val_loss: 0.0311661 | Time: 4941.28 ms [2022-02-06 00:03:44 main:574] : INFO : Epoch 1639 | loss: 0.0311639 | val_loss: 0.0311666 | Time: 5090.44 ms [2022-02-06 00:03:49 main:574] : INFO : Epoch 1640 | loss: 0.0311599 | val_loss: 0.0311648 | Time: 5093.72 ms [2022-02-06 00:03:54 main:574] : INFO : Epoch 1641 | loss: 0.031157 | val_loss: 0.0311656 | Time: 4970.38 ms [2022-02-06 00:03:59 main:574] : INFO : Epoch 1642 | loss: 0.0311595 | val_loss: 0.0311722 | Time: 4963.84 ms [2022-02-06 00:04:04 main:574] : INFO : Epoch 1643 | loss: 0.0311598 | val_loss: 0.0311667 | Time: 5085.61 ms [2022-02-06 00:04:09 main:574] : INFO : Epoch 1644 | loss: 0.0311582 | val_loss: 0.0311651 | Time: 5096.96 ms [2022-02-06 00:04:15 main:574] : INFO : Epoch 1645 | loss: 0.0311581 | val_loss: 0.0311647 | Time: 5012.03 ms [2022-02-06 00:04:29 main:574] : INFO : Epoch 1646 | loss: 0.0311597 | val_loss: 0.0311648 | Time: 14542.5 ms [2022-02-06 00:04:34 main:574] : INFO : Epoch 1647 | loss: 0.0311574 | val_loss: 0.0311661 | Time: 4232.71 ms [2022-02-06 00:04:40 main:574] : INFO : Epoch 1648 | loss: 0.0311577 | val_loss: 0.0311796 | Time: 5013.82 ms [2022-02-06 00:04:45 main:574] : INFO : Epoch 1649 | loss: 0.0311631 | val_loss: 0.0311789 | Time: 5029.85 ms [2022-02-06 00:04:50 main:574] : INFO : Epoch 1650 | loss: 0.0311626 | val_loss: 0.0311688 | Time: 5301.86 ms [2022-02-06 00:04:55 main:574] : INFO : Epoch 1651 | loss: 0.0311583 | val_loss: 0.0311673 | Time: 4887.44 ms [2022-02-06 00:05:00 main:574] : INFO : Epoch 1652 | loss: 0.0311573 | val_loss: 0.0311674 | Time: 5235.43 ms [2022-02-06 00:05:05 main:574] : INFO : Epoch 1653 | loss: 0.0311568 | val_loss: 0.0311664 | Time: 4946.95 ms [2022-02-06 00:05:20 main:574] : INFO : Epoch 1654 | loss: 0.0311607 | val_loss: 0.0311671 | Time: 14520.4 ms [2022-02-06 00:05:25 main:574] : INFO : Epoch 1655 | loss: 0.0311608 | val_loss: 0.0311665 | Time: 4268.23 ms [2022-02-06 00:05:30 main:574] : INFO : Epoch 1656 | loss: 0.0311595 | val_loss: 0.0311659 | Time: 5001.59 ms [2022-02-06 00:05:35 main:574] : INFO : Epoch 1657 | loss: 0.0311591 | val_loss: 0.0311653 | Time: 5013.46 ms [2022-02-06 00:05:40 main:574] : INFO : Epoch 1658 | loss: 0.0311583 | val_loss: 0.0311678 | Time: 5040.09 ms [2022-02-06 00:05:45 main:574] : INFO : Epoch 1659 | loss: 0.0311594 | val_loss: 0.0311757 | Time: 5028.42 ms [2022-02-06 00:05:50 main:574] : INFO : Epoch 1660 | loss: 0.0311599 | val_loss: 0.0311687 | Time: 5148.16 ms [2022-02-06 00:05:55 main:574] : INFO : Epoch 1661 | loss: 0.0311586 | val_loss: 0.0311679 | Time: 5005.86 ms [2022-02-06 00:06:01 main:574] : INFO : Epoch 1662 | loss: 0.0311584 | val_loss: 0.031167 | Time: 5113.22 ms [2022-02-06 00:06:06 main:574] : INFO : Epoch 1663 | loss: 0.0311586 | val_loss: 0.0311683 | Time: 4976.09 ms [2022-02-06 00:06:11 main:574] : INFO : Epoch 1664 | loss: 0.0311573 | val_loss: 0.0311685 | Time: 5110.33 ms [2022-02-06 00:06:16 main:574] : INFO : Epoch 1665 | loss: 0.0311576 | val_loss: 0.0311713 | Time: 5021.33 ms [2022-02-06 00:06:22 main:574] : INFO : Epoch 1666 | loss: 0.0311609 | val_loss: 0.0311767 | Time: 5090.81 ms [2022-02-06 00:06:27 main:574] : INFO : Epoch 1667 | loss: 0.0311635 | val_loss: 0.0311724 | Time: 5010.97 ms [2022-02-06 00:06:32 main:574] : INFO : Epoch 1668 | loss: 0.0311619 | val_loss: 0.0311762 | Time: 5104.46 ms [2022-02-06 00:06:37 main:574] : INFO : Epoch 1669 | loss: 0.0311603 | val_loss: 0.0311682 | Time: 5095.85 ms [2022-02-06 00:06:42 main:574] : INFO : Epoch 1670 | loss: 0.0311591 | val_loss: 0.0311682 | Time: 4971.49 ms [2022-02-06 00:06:47 main:574] : INFO : Epoch 1671 | loss: 0.0311587 | val_loss: 0.0311719 | Time: 5208.52 ms [2022-02-06 00:06:52 main:574] : INFO : Epoch 1672 | loss: 0.0311595 | val_loss: 0.0311682 | Time: 4945.05 ms [2022-02-06 00:06:58 main:574] : INFO : Epoch 1673 | loss: 0.0311605 | val_loss: 0.0311702 | Time: 5077.08 ms [2022-02-06 00:07:02 main:574] : INFO : Epoch 1674 | loss: 0.0311593 | val_loss: 0.0311697 | Time: 4770.26 ms [2022-02-06 00:07:18 main:574] : INFO : Epoch 1675 | loss: 0.0311589 | val_loss: 0.0311702 | Time: 15143.6 ms [2022-02-06 00:07:22 main:574] : INFO : Epoch 1676 | loss: 0.0311605 | val_loss: 0.0311656 | Time: 4229.72 ms [2022-02-06 00:07:26 main:574] : INFO : Epoch 1677 | loss: 0.0311587 | val_loss: 0.0311677 | Time: 4299.16 ms [2022-02-06 00:07:32 main:574] : INFO : Epoch 1678 | loss: 0.0311568 | val_loss: 0.0311711 | Time: 5172.45 ms [2022-02-06 00:07:37 main:574] : INFO : Epoch 1679 | loss: 0.0311559 | val_loss: 0.0311667 | Time: 4819.39 ms [2022-02-06 00:07:43 main:574] : INFO : Epoch 1680 | loss: 0.0311552 | val_loss: 0.0311693 | Time: 5037.35 ms [2022-02-06 00:07:49 main:574] : INFO : Epoch 1681 | loss: 0.0311587 | val_loss: 0.0311684 | Time: 5033.65 ms [2022-02-06 00:07:54 main:574] : INFO : Epoch 1682 | loss: 0.0311596 | val_loss: 0.0311704 | Time: 4996.56 ms [2022-02-06 00:07:59 main:574] : INFO : Epoch 1683 | loss: 0.0311562 | val_loss: 0.0311662 | Time: 4993.79 ms [2022-02-06 00:08:05 main:574] : INFO : Epoch 1684 | loss: 0.0311552 | val_loss: 0.031166 | Time: 5254.68 ms [2022-02-06 00:08:10 main:574] : INFO : Epoch 1685 | loss: 0.0311539 | val_loss: 0.0311675 | Time: 4803.86 ms [2022-02-06 00:08:15 main:574] : INFO : Epoch 1686 | loss: 0.0311562 | val_loss: 0.0311685 | Time: 5157.48 ms [2022-02-06 00:08:30 main:574] : INFO : Epoch 1687 | loss: 0.0311563 | val_loss: 0.0311673 | Time: 14928.2 ms [2022-02-06 00:08:35 main:574] : INFO : Epoch 1688 | loss: 0.0311545 | val_loss: 0.0311682 | Time: 5017.59 ms [2022-02-06 00:08:41 main:574] : INFO : Epoch 1689 | loss: 0.0311561 | val_loss: 0.0311681 | Time: 5216.48 ms [2022-02-06 00:08:47 main:574] : INFO : Epoch 1690 | loss: 0.0311578 | val_loss: 0.0311699 | Time: 5337.28 ms [2022-02-06 00:08:52 main:574] : INFO : Epoch 1691 | loss: 0.0311624 | val_loss: 0.0311697 | Time: 5308.54 ms [2022-02-06 00:08:57 main:574] : INFO : Epoch 1692 | loss: 0.031161 | val_loss: 0.0311633 | Time: 5356.34 ms [2022-02-06 00:09:03 main:574] : INFO : Epoch 1693 | loss: 0.0311629 | val_loss: 0.0311647 | Time: 5353.35 ms [2022-02-06 00:09:08 main:574] : INFO : Epoch 1694 | loss: 0.0311601 | val_loss: 0.0311646 | Time: 5330.73 ms [2022-02-06 00:09:24 main:574] : INFO : Epoch 1695 | loss: 0.0311586 | val_loss: 0.0311685 | Time: 15427.3 ms [2022-02-06 00:09:29 main:574] : INFO : Epoch 1696 | loss: 0.0311584 | val_loss: 0.031165 | Time: 5461.48 ms [2022-02-06 00:09:35 main:574] : INFO : Epoch 1697 | loss: 0.0311566 | val_loss: 0.0311668 | Time: 5412.7 ms [2022-02-06 00:09:40 main:574] : INFO : Epoch 1698 | loss: 0.0311605 | val_loss: 0.0311726 | Time: 5072.36 ms [2022-02-06 00:09:45 main:574] : INFO : Epoch 1699 | loss: 0.0311719 | val_loss: 0.0311812 | Time: 5146.38 ms [2022-02-06 00:09:50 main:574] : INFO : Epoch 1700 | loss: 0.0311618 | val_loss: 0.0311674 | Time: 4944.23 ms [2022-02-06 00:09:55 main:574] : INFO : Epoch 1701 | loss: 0.0311583 | val_loss: 0.0311705 | Time: 5014.65 ms [2022-02-06 00:10:01 main:574] : INFO : Epoch 1702 | loss: 0.031156 | val_loss: 0.0311659 | Time: 5166.42 ms [2022-02-06 00:10:06 main:574] : INFO : Epoch 1703 | loss: 0.0311549 | val_loss: 0.0311672 | Time: 4803.93 ms [2022-02-06 00:10:12 main:574] : INFO : Epoch 1704 | loss: 0.0311554 | val_loss: 0.0311663 | Time: 5162.62 ms [2022-02-06 00:10:17 main:574] : INFO : Epoch 1705 | loss: 0.031158 | val_loss: 0.0311682 | Time: 5044.02 ms [2022-02-06 00:10:33 main:574] : INFO : Epoch 1706 | loss: 0.0311565 | val_loss: 0.0311646 | Time: 14869 ms [2022-02-06 00:10:37 main:574] : INFO : Epoch 1707 | loss: 0.0311554 | val_loss: 0.0311658 | Time: 4194.09 ms [2022-02-06 00:10:43 main:574] : INFO : Epoch 1708 | loss: 0.0311569 | val_loss: 0.0311666 | Time: 5142.25 ms [2022-02-06 00:10:48 main:574] : INFO : Epoch 1709 | loss: 0.031156 | val_loss: 0.0311653 | Time: 4995.88 ms [2022-02-06 00:10:54 main:574] : INFO : Epoch 1710 | loss: 0.0311556 | val_loss: 0.0311673 | Time: 5029.94 ms [2022-02-06 00:10:59 main:574] : INFO : Epoch 1711 | loss: 0.0311574 | val_loss: 0.0311645 | Time: 5108.32 ms [2022-02-06 00:11:04 main:574] : INFO : Epoch 1712 | loss: 0.0311561 | val_loss: 0.0311695 | Time: 5004.9 ms [2022-02-06 00:11:09 main:574] : INFO : Epoch 1713 | loss: 0.0311567 | val_loss: 0.0311703 | Time: 5063.53 ms [2022-02-06 00:11:24 main:574] : INFO : Epoch 1714 | loss: 0.0311554 | val_loss: 0.0311667 | Time: 14560.8 ms [2022-02-06 00:11:28 main:574] : INFO : Epoch 1715 | loss: 0.0311585 | val_loss: 0.0311668 | Time: 4255.51 ms [2022-02-06 00:11:33 main:574] : INFO : Epoch 1716 | loss: 0.0311591 | val_loss: 0.0311665 | Time: 5117.15 ms [2022-02-06 00:11:39 main:574] : INFO : Epoch 1717 | loss: 0.0311579 | val_loss: 0.0311698 | Time: 5092.92 ms [2022-02-06 00:11:44 main:574] : INFO : Epoch 1718 | loss: 0.0311559 | val_loss: 0.0311669 | Time: 5051.9 ms [2022-02-06 00:11:49 main:574] : INFO : Epoch 1719 | loss: 0.0311557 | val_loss: 0.0311653 | Time: 5154.58 ms [2022-02-06 00:11:55 main:574] : INFO : Epoch 1720 | loss: 0.0311565 | val_loss: 0.0311666 | Time: 5055.42 ms [2022-02-06 00:12:00 main:574] : INFO : Epoch 1721 | loss: 0.0311614 | val_loss: 0.0311671 | Time: 5161.62 ms [2022-02-06 00:12:05 main:574] : INFO : Epoch 1722 | loss: 0.0311612 | val_loss: 0.0311705 | Time: 4873.15 ms [2022-02-06 00:12:10 main:574] : INFO : Epoch 1723 | loss: 0.0311589 | val_loss: 0.031167 | Time: 5104.47 ms [2022-02-06 00:12:15 main:574] : INFO : Epoch 1724 | loss: 0.0311577 | val_loss: 0.0311683 | Time: 5124.37 ms [2022-02-06 00:12:20 main:574] : INFO : Epoch 1725 | loss: 0.0311613 | val_loss: 0.0311656 | Time: 5177.86 ms [2022-02-06 00:12:35 main:574] : INFO : Epoch 1726 | loss: 0.0311577 | val_loss: 0.0311653 | Time: 14369.7 ms [2022-02-06 00:12:39 main:574] : INFO : Epoch 1727 | loss: 0.0311578 | val_loss: 0.0311666 | Time: 4450.98 ms [2022-02-06 00:12:45 main:574] : INFO : Epoch 1728 | loss: 0.0311628 | val_loss: 0.0311702 | Time: 4998.63 ms [2022-02-06 00:12:50 main:574] : INFO : Epoch 1729 | loss: 0.031164 | val_loss: 0.0311684 | Time: 5230.37 ms [2022-02-06 00:12:55 main:574] : INFO : Epoch 1730 | loss: 0.0311606 | val_loss: 0.0311707 | Time: 4914.78 ms [2022-02-06 00:13:00 main:574] : INFO : Epoch 1731 | loss: 0.0311589 | val_loss: 0.0311675 | Time: 5297.37 ms [2022-02-06 00:13:06 main:574] : INFO : Epoch 1732 | loss: 0.0311573 | val_loss: 0.0311708 | Time: 5100.31 ms [2022-02-06 00:13:11 main:574] : INFO : Epoch 1733 | loss: 0.0311586 | val_loss: 0.0311676 | Time: 5007.18 ms [2022-02-06 00:13:26 main:574] : INFO : Epoch 1734 | loss: 0.0311591 | val_loss: 0.0311662 | Time: 14555.5 ms [2022-02-06 00:13:30 main:574] : INFO : Epoch 1735 | loss: 0.0311604 | val_loss: 0.0311693 | Time: 4374.29 ms [2022-02-06 00:13:35 main:574] : INFO : Epoch 1736 | loss: 0.0311601 | val_loss: 0.0311709 | Time: 4896.95 ms [2022-02-06 00:13:40 main:574] : INFO : Epoch 1737 | loss: 0.0311598 | val_loss: 0.0311708 | Time: 5081.84 ms [2022-02-06 00:13:46 main:574] : INFO : Epoch 1738 | loss: 0.0311575 | val_loss: 0.0311673 | Time: 5076.19 ms [2022-02-06 00:13:51 main:574] : INFO : Epoch 1739 | loss: 0.0311565 | val_loss: 0.0311706 | Time: 5091.77 ms [2022-02-06 00:13:56 main:574] : INFO : Epoch 1740 | loss: 0.0311594 | val_loss: 0.0311737 | Time: 5050.38 ms [2022-02-06 00:14:01 main:574] : INFO : Epoch 1741 | loss: 0.0311631 | val_loss: 0.0311703 | Time: 4947.57 ms [2022-02-06 00:14:07 main:574] : INFO : Epoch 1742 | loss: 0.031161 | val_loss: 0.0311715 | Time: 5246.53 ms [2022-02-06 00:14:12 main:574] : INFO : Epoch 1743 | loss: 0.0311617 | val_loss: 0.0311692 | Time: 4736.95 ms [2022-02-06 00:14:26 main:574] : INFO : Epoch 1744 | loss: 0.0311601 | val_loss: 0.0311695 | Time: 4253.24 ms [2022-02-06 00:14:31 main:574] : INFO : Epoch 1745 | loss: 0.0311608 | val_loss: 0.0311694 | Time: 4354.6 ms [2022-02-06 00:14:36 main:574] : INFO : Epoch 1746 | loss: 0.0311627 | val_loss: 0.0311716 | Time: 4922.83 ms [2022-02-06 00:14:42 main:574] : INFO : Epoch 1747 | loss: 0.0311647 | val_loss: 0.0311698 | Time: 4932.92 ms [2022-02-06 00:14:47 main:574] : INFO : Epoch 1748 | loss: 0.0311649 | val_loss: 0.031168 | Time: 5210.38 ms [2022-02-06 00:14:52 main:574] : INFO : Epoch 1749 | loss: 0.0311618 | val_loss: 0.0311702 | Time: 5018.43 ms [2022-02-06 00:14:57 main:574] : INFO : Epoch 1750 | loss: 0.0311621 | val_loss: 0.0311713 | Time: 5197.88 ms [2022-02-06 00:15:02 main:574] : INFO : Epoch 1751 | loss: 0.0311592 | val_loss: 0.0311704 | Time: 4770.96 ms [2022-02-06 00:15:07 main:574] : INFO : Epoch 1752 | loss: 0.0311626 | val_loss: 0.0311722 | Time: 5053.22 ms [2022-02-06 00:15:23 main:574] : INFO : Epoch 1753 | loss: 0.0311627 | val_loss: 0.0311665 | Time: 15179.2 ms [2022-02-06 00:15:27 main:574] : INFO : Epoch 1754 | loss: 0.0311616 | val_loss: 0.0311678 | Time: 4393.17 ms [2022-02-06 00:15:32 main:574] : INFO : Epoch 1755 | loss: 0.0311593 | val_loss: 0.0311665 | Time: 4405.02 ms [2022-02-06 00:15:38 main:574] : INFO : Epoch 1756 | loss: 0.0311584 | val_loss: 0.0311653 | Time: 5152.55 ms [2022-02-06 00:15:43 main:574] : INFO : Epoch 1757 | loss: 0.0311608 | val_loss: 0.0311693 | Time: 5006.79 ms [2022-02-06 00:15:48 main:574] : INFO : Epoch 1758 | loss: 0.0311613 | val_loss: 0.0311691 | Time: 4974.93 ms [2022-02-06 00:15:54 main:574] : INFO : Epoch 1759 | loss: 0.0311598 | val_loss: 0.0311697 | Time: 5166.96 ms [2022-02-06 00:15:59 main:574] : INFO : Epoch 1760 | loss: 0.0311587 | val_loss: 0.0311665 | Time: 4993.8 ms [2022-02-06 00:16:04 main:574] : INFO : Epoch 1761 | loss: 0.0311593 | val_loss: 0.0311678 | Time: 5044.5 ms [2022-02-06 00:16:11 main:574] : INFO : Epoch 1762 | loss: 0.0311581 | val_loss: 0.0311669 | Time: 5283.24 ms [2022-02-06 00:16:16 main:574] : INFO : Epoch 1763 | loss: 0.0311575 | val_loss: 0.0311668 | Time: 4921.11 ms [2022-02-06 00:16:21 main:574] : INFO : Epoch 1764 | loss: 0.0311588 | val_loss: 0.0311809 | Time: 5059.43 ms [2022-02-06 00:16:26 main:574] : INFO : Epoch 1765 | loss: 0.0311617 | val_loss: 0.0311677 | Time: 4862.23 ms [2022-02-06 00:16:31 main:574] : INFO : Epoch 1766 | loss: 0.0311565 | val_loss: 0.0311648 | Time: 5125.08 ms [2022-02-06 00:16:36 main:574] : INFO : Epoch 1767 | loss: 0.0311575 | val_loss: 0.0311703 | Time: 5013.09 ms [2022-02-06 00:16:41 main:574] : INFO : Epoch 1768 | loss: 0.0311604 | val_loss: 0.0311707 | Time: 5175.16 ms [2022-02-06 00:16:46 main:574] : INFO : Epoch 1769 | loss: 0.0311623 | val_loss: 0.0311729 | Time: 5118.41 ms [2022-02-06 00:16:52 main:574] : INFO : Epoch 1770 | loss: 0.0311603 | val_loss: 0.0311677 | Time: 5071.22 ms [2022-02-06 00:16:57 main:574] : INFO : Epoch 1771 | loss: 0.0311603 | val_loss: 0.031168 | Time: 5143.01 ms [2022-02-06 00:17:02 main:574] : INFO : Epoch 1772 | loss: 0.0311665 | val_loss: 0.0311755 | Time: 5031.42 ms [2022-02-06 00:17:17 main:574] : INFO : Epoch 1773 | loss: 0.0311665 | val_loss: 0.0311765 | Time: 14509.4 ms [2022-02-06 00:17:21 main:574] : INFO : Epoch 1774 | loss: 0.031168 | val_loss: 0.0311734 | Time: 4230.15 ms [2022-02-06 00:17:27 main:574] : INFO : Epoch 1775 | loss: 0.0311672 | val_loss: 0.0311732 | Time: 4991.94 ms [2022-02-06 00:17:32 main:574] : INFO : Epoch 1776 | loss: 0.031165 | val_loss: 0.0311694 | Time: 5068.55 ms [2022-02-06 00:17:37 main:574] : INFO : Epoch 1777 | loss: 0.0311642 | val_loss: 0.0311687 | Time: 5138.05 ms [2022-02-06 00:17:42 main:574] : INFO : Epoch 1778 | loss: 0.031163 | val_loss: 0.0311703 | Time: 4838.11 ms [2022-02-06 00:17:48 main:574] : INFO : Epoch 1779 | loss: 0.0311626 | val_loss: 0.0311696 | Time: 5211.1 ms [2022-02-06 00:17:53 main:574] : INFO : Epoch 1780 | loss: 0.0311639 | val_loss: 0.0311674 | Time: 5007.3 ms [2022-02-06 00:17:59 main:574] : INFO : Epoch 1781 | loss: 0.031167 | val_loss: 0.0311705 | Time: 5003.61 ms [2022-02-06 00:18:04 main:574] : INFO : Epoch 1782 | loss: 0.0311634 | val_loss: 0.0311744 | Time: 5055.54 ms [2022-02-06 00:18:09 main:574] : INFO : Epoch 1783 | loss: 0.0311619 | val_loss: 0.0311681 | Time: 5057.61 ms [2022-02-06 00:18:25 main:574] : INFO : Epoch 1784 | loss: 0.0311639 | val_loss: 0.0311754 | Time: 15172.8 ms [2022-02-06 00:18:29 main:574] : INFO : Epoch 1785 | loss: 0.0311628 | val_loss: 0.0311708 | Time: 3958.62 ms [2022-02-06 00:18:34 main:574] : INFO : Epoch 1786 | loss: 0.0311614 | val_loss: 0.0311663 | Time: 4495.63 ms [2022-02-06 00:18:39 main:574] : INFO : Epoch 1787 | loss: 0.0311638 | val_loss: 0.0311677 | Time: 5048.11 ms [2022-02-06 00:18:44 main:574] : INFO : Epoch 1788 | loss: 0.0311645 | val_loss: 0.0311682 | Time: 5083.83 ms [2022-02-06 00:18:50 main:574] : INFO : Epoch 1789 | loss: 0.0311646 | val_loss: 0.0311817 | Time: 4921.22 ms [2022-02-06 00:18:55 main:574] : INFO : Epoch 1790 | loss: 0.0311637 | val_loss: 0.0311726 | Time: 5019.22 ms [2022-02-06 00:19:00 main:574] : INFO : Epoch 1791 | loss: 0.0311628 | val_loss: 0.0311672 | Time: 4931.3 ms [2022-02-06 00:19:16 main:574] : INFO : Epoch 1792 | loss: 0.0311621 | val_loss: 0.0311851 | Time: 15212 ms [2022-02-06 00:19:20 main:574] : INFO : Epoch 1793 | loss: 0.0311652 | val_loss: 0.0311671 | Time: 4188.5 ms [2022-02-06 00:19:25 main:574] : INFO : Epoch 1794 | loss: 0.0311608 | val_loss: 0.0311665 | Time: 4706.74 ms [2022-02-06 00:19:31 main:574] : INFO : Epoch 1795 | loss: 0.0311599 | val_loss: 0.0311664 | Time: 5088.74 ms [2022-02-06 00:19:36 main:574] : INFO : Epoch 1796 | loss: 0.0311585 | val_loss: 0.0311673 | Time: 4988.64 ms [2022-02-06 00:19:42 main:574] : INFO : Epoch 1797 | loss: 0.0311588 | val_loss: 0.0311661 | Time: 5136.82 ms [2022-02-06 00:19:47 main:574] : INFO : Epoch 1798 | loss: 0.0311606 | val_loss: 0.0311723 | Time: 5043.94 ms [2022-02-06 00:19:52 main:574] : INFO : Epoch 1799 | loss: 0.0311661 | val_loss: 0.0311733 | Time: 5139.68 ms [2022-02-06 00:19:58 main:574] : INFO : Epoch 1800 | loss: 0.0311628 | val_loss: 0.0311689 | Time: 5062.49 ms [2022-02-06 00:20:03 main:574] : INFO : Epoch 1801 | loss: 0.0311606 | val_loss: 0.0311671 | Time: 4895.91 ms [2022-02-06 00:20:08 main:574] : INFO : Epoch 1802 | loss: 0.0311609 | val_loss: 0.0311677 | Time: 5217.69 ms [2022-02-06 00:20:14 main:574] : INFO : Epoch 1803 | loss: 0.0311594 | val_loss: 0.0311686 | Time: 4999.93 ms [2022-02-06 00:20:29 main:574] : INFO : Epoch 1804 | loss: 0.0311589 | val_loss: 0.0311676 | Time: 15050.8 ms [2022-02-06 00:20:33 main:574] : INFO : Epoch 1805 | loss: 0.0311581 | val_loss: 0.0311684 | Time: 4167.75 ms [2022-02-06 00:20:38 main:574] : INFO : Epoch 1806 | loss: 0.03116 | val_loss: 0.0311684 | Time: 4948.87 ms [2022-02-06 00:20:43 main:574] : INFO : Epoch 1807 | loss: 0.031161 | val_loss: 0.0311678 | Time: 4970.4 ms [2022-02-06 00:20:49 main:574] : INFO : Epoch 1808 | loss: 0.0311637 | val_loss: 0.0311838 | Time: 5164.04 ms [2022-02-06 00:20:55 main:574] : INFO : Epoch 1809 | loss: 0.0311637 | val_loss: 0.0311675 | Time: 5049.94 ms [2022-02-06 00:21:00 main:574] : INFO : Epoch 1810 | loss: 0.0311578 | val_loss: 0.0311676 | Time: 4924.58 ms [2022-02-06 00:21:05 main:574] : INFO : Epoch 1811 | loss: 0.031158 | val_loss: 0.0311686 | Time: 5132.72 ms [2022-02-06 00:21:20 main:574] : INFO : Epoch 1812 | loss: 0.0311569 | val_loss: 0.0311673 | Time: 14318 ms [2022-02-06 00:21:24 main:574] : INFO : Epoch 1813 | loss: 0.0311589 | val_loss: 0.0311713 | Time: 4305.37 ms [2022-02-06 00:21:29 main:574] : INFO : Epoch 1814 | loss: 0.0311594 | val_loss: 0.0311667 | Time: 4992.23 ms [2022-02-06 00:21:35 main:574] : INFO : Epoch 1815 | loss: 0.0311579 | val_loss: 0.0311658 | Time: 4981.94 ms [2022-02-06 00:21:40 main:574] : INFO : Epoch 1816 | loss: 0.0311597 | val_loss: 0.0311655 | Time: 5077.77 ms [2022-02-06 00:21:45 main:574] : INFO : Epoch 1817 | loss: 0.0311596 | val_loss: 0.0311662 | Time: 5071.31 ms [2022-02-06 00:21:51 main:574] : INFO : Epoch 1818 | loss: 0.0311588 | val_loss: 0.0311654 | Time: 5017.09 ms [2022-02-06 00:21:56 main:574] : INFO : Epoch 1819 | loss: 0.0311598 | val_loss: 0.0311725 | Time: 5062.48 ms [2022-02-06 00:22:01 main:574] : INFO : Epoch 1820 | loss: 0.0311602 | val_loss: 0.0311642 | Time: 5035.01 ms [2022-02-06 00:22:06 main:574] : INFO : Epoch 1821 | loss: 0.0311566 | val_loss: 0.0311659 | Time: 5078.74 ms [2022-02-06 00:22:21 main:574] : INFO : Epoch 1822 | loss: 0.0311589 | val_loss: 0.0311691 | Time: 14322.2 ms [2022-02-06 00:22:26 main:574] : INFO : Epoch 1823 | loss: 0.031162 | val_loss: 0.0311746 | Time: 4383.71 ms [2022-02-06 00:22:31 main:574] : INFO : Epoch 1824 | loss: 0.0311652 | val_loss: 0.0311775 | Time: 4982.35 ms [2022-02-06 00:22:37 main:574] : INFO : Epoch 1825 | loss: 0.0311602 | val_loss: 0.031168 | Time: 4997.25 ms [2022-02-06 00:22:42 main:574] : INFO : Epoch 1826 | loss: 0.0311581 | val_loss: 0.0311708 | Time: 4992.83 ms [2022-02-06 00:22:48 main:574] : INFO : Epoch 1827 | loss: 0.0311608 | val_loss: 0.0311704 | Time: 4927.51 ms [2022-02-06 00:22:53 main:574] : INFO : Epoch 1828 | loss: 0.0311613 | val_loss: 0.0311698 | Time: 5135.82 ms [2022-02-06 00:22:58 main:574] : INFO : Epoch 1829 | loss: 0.0311599 | val_loss: 0.0311695 | Time: 5102.84 ms [2022-02-06 00:23:04 main:574] : INFO : Epoch 1830 | loss: 0.0311592 | val_loss: 0.0311659 | Time: 5050.27 ms [2022-02-06 00:23:09 main:574] : INFO : Epoch 1831 | loss: 0.0311584 | val_loss: 0.0311671 | Time: 4984.36 ms [2022-02-06 00:23:15 main:574] : INFO : Epoch 1832 | loss: 0.0311592 | val_loss: 0.031166 | Time: 5228.09 ms [2022-02-06 00:23:30 main:574] : INFO : Epoch 1833 | loss: 0.0311606 | val_loss: 0.031168 | Time: 15038.6 ms [2022-02-06 00:23:34 main:574] : INFO : Epoch 1834 | loss: 0.0311601 | val_loss: 0.0311678 | Time: 4177.22 ms [2022-02-06 00:23:39 main:574] : INFO : Epoch 1835 | loss: 0.0311612 | val_loss: 0.0311678 | Time: 4672.55 ms [2022-02-06 00:23:44 main:574] : INFO : Epoch 1836 | loss: 0.0311572 | val_loss: 0.0311657 | Time: 5003.01 ms [2022-02-06 00:23:49 main:574] : INFO : Epoch 1837 | loss: 0.0311566 | val_loss: 0.0311657 | Time: 5210.17 ms [2022-02-06 00:23:55 main:574] : INFO : Epoch 1838 | loss: 0.0311565 | val_loss: 0.0311686 | Time: 4993.83 ms [2022-02-06 00:24:00 main:574] : INFO : Epoch 1839 | loss: 0.0311571 | val_loss: 0.0311655 | Time: 5103.08 ms [2022-02-06 00:24:06 main:574] : INFO : Epoch 1840 | loss: 0.0311563 | val_loss: 0.0311676 | Time: 5108.86 ms [2022-02-06 00:24:21 main:574] : INFO : Epoch 1841 | loss: 0.031157 | val_loss: 0.0311698 | Time: 14569.9 ms [2022-02-06 00:24:25 main:574] : INFO : Epoch 1842 | loss: 0.0311582 | val_loss: 0.0311666 | Time: 4200.56 ms [2022-02-06 00:24:30 main:574] : INFO : Epoch 1843 | loss: 0.0311601 | val_loss: 0.0311665 | Time: 5258.73 ms [2022-02-06 00:24:35 main:574] : INFO : Epoch 1844 | loss: 0.0311576 | val_loss: 0.0311677 | Time: 4806.93 ms [2022-02-06 00:24:41 main:574] : INFO : Epoch 1845 | loss: 0.0311607 | val_loss: 0.0311743 | Time: 5062.05 ms [2022-02-06 00:24:46 main:574] : INFO : Epoch 1846 | loss: 0.0311599 | val_loss: 0.031167 | Time: 4985.01 ms [2022-02-06 00:24:52 main:574] : INFO : Epoch 1847 | loss: 0.0311598 | val_loss: 0.0311702 | Time: 5012.76 ms [2022-02-06 00:24:57 main:574] : INFO : Epoch 1848 | loss: 0.0311591 | val_loss: 0.0311655 | Time: 5191.12 ms [2022-02-06 00:25:02 main:574] : INFO : Epoch 1849 | loss: 0.0311602 | val_loss: 0.0311681 | Time: 4930.58 ms [2022-02-06 00:25:07 main:574] : INFO : Epoch 1850 | loss: 0.0311591 | val_loss: 0.0311652 | Time: 5160.54 ms [2022-02-06 00:25:12 main:574] : INFO : Epoch 1851 | loss: 0.0311578 | val_loss: 0.0311681 | Time: 4863.94 ms [2022-02-06 00:25:17 main:574] : INFO : Epoch 1852 | loss: 0.0311587 | val_loss: 0.0311654 | Time: 5070.52 ms [2022-02-06 00:25:33 main:574] : INFO : Epoch 1853 | loss: 0.031157 | val_loss: 0.0311668 | Time: 14538.8 ms [2022-02-06 00:25:38 main:574] : INFO : Epoch 1854 | loss: 0.0311564 | val_loss: 0.0311691 | Time: 4348.53 ms [2022-02-06 00:25:43 main:574] : INFO : Epoch 1855 | loss: 0.0311569 | val_loss: 0.0311663 | Time: 5123.26 ms [2022-02-06 00:25:49 main:574] : INFO : Epoch 1856 | loss: 0.0311556 | val_loss: 0.0311741 | Time: 4908.73 ms [2022-02-06 00:25:54 main:574] : INFO : Epoch 1857 | loss: 0.031156 | val_loss: 0.0311667 | Time: 5184.08 ms [2022-02-06 00:25:59 main:574] : INFO : Epoch 1858 | loss: 0.031154 | val_loss: 0.0311681 | Time: 4838.72 ms [2022-02-06 00:26:05 main:574] : INFO : Epoch 1859 | loss: 0.0311551 | val_loss: 0.0311693 | Time: 4937.45 ms [2022-02-06 00:26:10 main:574] : INFO : Epoch 1860 | loss: 0.0311618 | val_loss: 0.0311705 | Time: 5052.54 ms [2022-02-06 00:26:15 main:574] : INFO : Epoch 1861 | loss: 0.0311685 | val_loss: 0.031184 | Time: 5023.38 ms [2022-02-06 00:26:20 main:574] : INFO : Epoch 1862 | loss: 0.0311668 | val_loss: 0.0311706 | Time: 4982.49 ms [2022-02-06 00:26:25 main:574] : INFO : Epoch 1863 | loss: 0.0311634 | val_loss: 0.0311703 | Time: 5181.71 ms [2022-02-06 00:26:31 main:574] : INFO : Epoch 1864 | loss: 0.0311614 | val_loss: 0.03117 | Time: 5205.58 ms [2022-02-06 00:26:36 main:574] : INFO : Epoch 1865 | loss: 0.0311625 | val_loss: 0.0311745 | Time: 4911.73 ms [2022-02-06 00:26:41 main:574] : INFO : Epoch 1866 | loss: 0.0311635 | val_loss: 0.0311737 | Time: 5199.96 ms [2022-02-06 00:26:46 main:574] : INFO : Epoch 1867 | loss: 0.0311611 | val_loss: 0.0311689 | Time: 4881.05 ms [2022-02-06 00:26:52 main:574] : INFO : Epoch 1868 | loss: 0.0311598 | val_loss: 0.0311689 | Time: 4996.86 ms [2022-02-06 00:26:57 main:574] : INFO : Epoch 1869 | loss: 0.0311606 | val_loss: 0.0311668 | Time: 5201.14 ms [2022-02-06 00:27:02 main:574] : INFO : Epoch 1870 | loss: 0.0311614 | val_loss: 0.0311851 | Time: 4961.88 ms [2022-02-06 00:27:08 main:574] : INFO : Epoch 1871 | loss: 0.0311811 | val_loss: 0.0312 | Time: 5091.2 ms [2022-02-06 00:27:23 main:574] : INFO : Epoch 1872 | loss: 0.0452332 | val_loss: 0.0374224 | Time: 14660.6 ms [2022-02-06 00:27:27 main:574] : INFO : Epoch 1873 | loss: 0.0421051 | val_loss: 0.0319751 | Time: 4153.27 ms [2022-02-06 00:27:33 main:574] : INFO : Epoch 1874 | loss: 0.0322112 | val_loss: 0.0314379 | Time: 5055.49 ms [2022-02-06 00:27:38 main:574] : INFO : Epoch 1875 | loss: 0.0314162 | val_loss: 0.0313446 | Time: 4989.38 ms [2022-02-06 00:27:43 main:574] : INFO : Epoch 1876 | loss: 0.0312744 | val_loss: 0.0312498 | Time: 4974 ms [2022-02-06 00:27:49 main:574] : INFO : Epoch 1877 | loss: 0.031251 | val_loss: 0.0312455 | Time: 4992.27 ms [2022-02-06 00:27:55 main:574] : INFO : Epoch 1878 | loss: 0.0312449 | val_loss: 0.0312429 | Time: 5117.22 ms [2022-02-06 00:28:00 main:574] : INFO : Epoch 1879 | loss: 0.0312428 | val_loss: 0.0312408 | Time: 5028.66 ms [2022-02-06 00:28:05 main:574] : INFO : Epoch 1880 | loss: 0.031241 | val_loss: 0.031239 | Time: 5010.45 ms [2022-02-06 00:28:22 main:574] : INFO : Epoch 1881 | loss: 0.0312392 | val_loss: 0.0312371 | Time: 14940 ms [2022-02-06 00:28:26 main:574] : INFO : Epoch 1882 | loss: 0.0312375 | val_loss: 0.031235 | Time: 4113.87 ms [2022-02-06 00:28:31 main:574] : INFO : Epoch 1883 | loss: 0.0312345 | val_loss: 0.0312327 | Time: 4804.04 ms [2022-02-06 00:28:37 main:574] : INFO : Epoch 1884 | loss: 0.0312321 | val_loss: 0.0312304 | Time: 5062.88 ms [2022-02-06 00:28:42 main:574] : INFO : Epoch 1885 | loss: 0.0312293 | val_loss: 0.0312275 | Time: 4869.67 ms [2022-02-06 00:28:47 main:574] : INFO : Epoch 1886 | loss: 0.0312262 | val_loss: 0.0312243 | Time: 5175.59 ms [2022-02-06 00:28:52 main:574] : INFO : Epoch 1887 | loss: 0.0312221 | val_loss: 0.0312212 | Time: 5036.69 ms [2022-02-06 00:28:57 main:574] : INFO : Epoch 1888 | loss: 0.0312186 | val_loss: 0.0312183 | Time: 5089.45 ms [2022-02-06 00:29:03 main:574] : INFO : Epoch 1889 | loss: 0.0312143 | val_loss: 0.0312146 | Time: 5130.39 ms [2022-02-06 00:29:08 main:574] : INFO : Epoch 1890 | loss: 0.0312098 | val_loss: 0.0312098 | Time: 5118.81 ms [2022-02-06 00:29:13 main:574] : INFO : Epoch 1891 | loss: 0.0312059 | val_loss: 0.031206 | Time: 4894.56 ms [2022-02-06 00:29:19 main:574] : INFO : Epoch 1892 | loss: 0.0312017 | val_loss: 0.0312032 | Time: 5198.87 ms [2022-02-06 00:29:34 main:574] : INFO : Epoch 1893 | loss: 0.0311986 | val_loss: 0.0312 | Time: 14823.4 ms [2022-02-06 00:29:39 main:574] : INFO : Epoch 1894 | loss: 0.0311951 | val_loss: 0.0311976 | Time: 4277.02 ms [2022-02-06 00:29:43 main:574] : INFO : Epoch 1895 | loss: 0.0311919 | val_loss: 0.0311948 | Time: 4833.05 ms [2022-02-06 00:29:49 main:574] : INFO : Epoch 1896 | loss: 0.0311896 | val_loss: 0.0311942 | Time: 5124.51 ms [2022-02-06 00:29:54 main:574] : INFO : Epoch 1897 | loss: 0.031188 | val_loss: 0.0311901 | Time: 5027.7 ms [2022-02-06 00:29:59 main:574] : INFO : Epoch 1898 | loss: 0.0311856 | val_loss: 0.0311897 | Time: 5008.03 ms [2022-02-06 00:30:04 main:574] : INFO : Epoch 1899 | loss: 0.0311836 | val_loss: 0.0311866 | Time: 5048.64 ms [2022-02-06 00:30:10 main:574] : INFO : Epoch 1900 | loss: 0.0311816 | val_loss: 0.0311853 | Time: 4923.03 ms [2022-02-06 00:30:25 main:574] : INFO : Epoch 1901 | loss: 0.0311812 | val_loss: 0.0311866 | Time: 14872.8 ms [2022-02-06 00:30:29 main:574] : INFO : Epoch 1902 | loss: 0.031183 | val_loss: 0.0311889 | Time: 4211.38 ms [2022-02-06 00:30:34 main:574] : INFO : Epoch 1903 | loss: 0.0311782 | val_loss: 0.0311844 | Time: 4879.78 ms [2022-02-06 00:30:39 main:574] : INFO : Epoch 1904 | loss: 0.0311764 | val_loss: 0.0311836 | Time: 4891.12 ms [2022-02-06 00:30:45 main:574] : INFO : Epoch 1905 | loss: 0.031176 | val_loss: 0.0311818 | Time: 5185.27 ms [2022-02-06 00:30:50 main:574] : INFO : Epoch 1906 | loss: 0.031176 | val_loss: 0.0311807 | Time: 4882.33 ms [2022-02-06 00:30:55 main:574] : INFO : Epoch 1907 | loss: 0.0311744 | val_loss: 0.0311803 | Time: 5099.62 ms [2022-02-06 00:31:00 main:574] : INFO : Epoch 1908 | loss: 0.0311738 | val_loss: 0.0311814 | Time: 5075.79 ms [2022-02-06 00:31:06 main:574] : INFO : Epoch 1909 | loss: 0.0311742 | val_loss: 0.0311798 | Time: 5150.15 ms [2022-02-06 00:31:11 main:574] : INFO : Epoch 1910 | loss: 0.0311727 | val_loss: 0.0311795 | Time: 5035.02 ms [2022-02-06 00:31:17 main:574] : INFO : Epoch 1911 | loss: 0.0311724 | val_loss: 0.0311794 | Time: 4911.77 ms [2022-02-06 00:31:33 main:574] : INFO : Epoch 1912 | loss: 0.0311722 | val_loss: 0.031179 | Time: 15297.3 ms [2022-02-06 00:31:37 main:574] : INFO : Epoch 1913 | loss: 0.0311723 | val_loss: 0.0311774 | Time: 4267.94 ms [2022-02-06 00:31:43 main:574] : INFO : Epoch 1914 | loss: 0.0311722 | val_loss: 0.0311803 | Time: 4868.9 ms [2022-02-06 00:31:48 main:574] : INFO : Epoch 1915 | loss: 0.0311723 | val_loss: 0.0311839 | Time: 4938.35 ms [2022-02-06 00:31:53 main:574] : INFO : Epoch 1916 | loss: 0.0311731 | val_loss: 0.0311774 | Time: 4959.17 ms [2022-02-06 00:31:58 main:574] : INFO : Epoch 1917 | loss: 0.0311723 | val_loss: 0.0311764 | Time: 5144.58 ms [2022-02-06 00:32:04 main:574] : INFO : Epoch 1918 | loss: 0.0311703 | val_loss: 0.0311782 | Time: 4945.56 ms [2022-02-06 00:32:10 main:574] : INFO : Epoch 1919 | loss: 0.0311715 | val_loss: 0.0311759 | Time: 5013.96 ms [2022-02-06 00:32:25 main:574] : INFO : Epoch 1920 | loss: 0.031171 | val_loss: 0.0311777 | Time: 15080 ms [2022-02-06 00:32:29 main:574] : INFO : Epoch 1921 | loss: 0.0311697 | val_loss: 0.0311751 | Time: 4090.57 ms [2022-02-06 00:32:34 main:574] : INFO : Epoch 1922 | loss: 0.0311723 | val_loss: 0.031179 | Time: 4612.67 ms [2022-02-06 00:32:40 main:574] : INFO : Epoch 1923 | loss: 0.0311708 | val_loss: 0.0311773 | Time: 5199.38 ms [2022-02-06 00:32:45 main:574] : INFO : Epoch 1924 | loss: 0.0311709 | val_loss: 0.0311754 | Time: 4984.08 ms [2022-02-06 00:32:50 main:574] : INFO : Epoch 1925 | loss: 0.0311704 | val_loss: 0.0311779 | Time: 4951.79 ms [2022-02-06 00:32:56 main:574] : INFO : Epoch 1926 | loss: 0.0311694 | val_loss: 0.0311743 | Time: 5090.15 ms [2022-02-06 00:33:02 main:574] : INFO : Epoch 1927 | loss: 0.0311679 | val_loss: 0.0311748 | Time: 5117.39 ms [2022-02-06 00:33:16 main:574] : INFO : Epoch 1928 | loss: 0.0311673 | val_loss: 0.0311747 | Time: 14608.9 ms [2022-02-06 00:33:22 main:574] : INFO : Epoch 1929 | loss: 0.0311672 | val_loss: 0.0311749 | Time: 4337.6 ms [2022-02-06 00:33:27 main:574] : INFO : Epoch 1930 | loss: 0.031168 | val_loss: 0.0311739 | Time: 5225.18 ms [2022-02-06 00:33:32 main:574] : INFO : Epoch 1931 | loss: 0.0311668 | val_loss: 0.0311742 | Time: 5136.19 ms [2022-02-06 00:33:38 main:574] : INFO : Epoch 1932 | loss: 0.0311678 | val_loss: 0.0311747 | Time: 4941.61 ms [2022-02-06 00:33:43 main:574] : INFO : Epoch 1933 | loss: 0.031167 | val_loss: 0.0311745 | Time: 5005.09 ms [2022-02-06 00:33:48 main:574] : INFO : Epoch 1934 | loss: 0.0311682 | val_loss: 0.0311751 | Time: 5160.66 ms [2022-02-06 00:33:54 main:574] : INFO : Epoch 1935 | loss: 0.0311677 | val_loss: 0.0311755 | Time: 5084.33 ms [2022-02-06 00:33:59 main:574] : INFO : Epoch 1936 | loss: 0.0311679 | val_loss: 0.0311748 | Time: 5127.82 ms [2022-02-06 00:34:14 main:574] : INFO : Epoch 1937 | loss: 0.0311684 | val_loss: 0.0311742 | Time: 15064.9 ms [2022-02-06 00:34:19 main:574] : INFO : Epoch 1938 | loss: 0.0311684 | val_loss: 0.031174 | Time: 4259.37 ms [2022-02-06 00:34:24 main:574] : INFO : Epoch 1939 | loss: 0.0311673 | val_loss: 0.0311745 | Time: 4629 ms [2022-02-06 00:34:29 main:574] : INFO : Epoch 1940 | loss: 0.031167 | val_loss: 0.031173 | Time: 5025.58 ms [2022-02-06 00:34:35 main:574] : INFO : Epoch 1941 | loss: 0.0311669 | val_loss: 0.031174 | Time: 5091.34 ms [2022-02-06 00:34:40 main:574] : INFO : Epoch 1942 | loss: 0.0311672 | val_loss: 0.0311736 | Time: 5026.95 ms [2022-02-06 00:34:46 main:574] : INFO : Epoch 1943 | loss: 0.0311674 | val_loss: 0.0311762 | Time: 5060.2 ms [2022-02-06 00:34:51 main:574] : INFO : Epoch 1944 | loss: 0.0311676 | val_loss: 0.0311729 | Time: 4969.57 ms [2022-02-06 00:34:56 main:574] : INFO : Epoch 1945 | loss: 0.0311681 | val_loss: 0.0311744 | Time: 5089.87 ms [2022-02-06 00:35:02 main:574] : INFO : Epoch 1946 | loss: 0.0311698 | val_loss: 0.0311736 | Time: 5137.6 ms [2022-02-06 00:35:08 main:574] : INFO : Epoch 1947 | loss: 0.0311682 | val_loss: 0.0311732 | Time: 5181.74 ms [2022-02-06 00:35:13 main:574] : INFO : Epoch 1948 | loss: 0.0311676 | val_loss: 0.0311723 | Time: 5166.37 ms [2022-02-06 00:35:28 main:574] : INFO : Epoch 1949 | loss: 0.0311665 | val_loss: 0.0311716 | Time: 14327.4 ms [2022-02-06 00:35:32 main:574] : INFO : Epoch 1950 | loss: 0.0311656 | val_loss: 0.0311808 | Time: 4127.53 ms [2022-02-06 00:35:37 main:574] : INFO : Epoch 1951 | loss: 0.0311672 | val_loss: 0.0311725 | Time: 5031.31 ms [2022-02-06 00:35:42 main:574] : INFO : Epoch 1952 | loss: 0.0311688 | val_loss: 0.0311803 | Time: 4995.86 ms [2022-02-06 00:35:48 main:574] : INFO : Epoch 1953 | loss: 0.0311667 | val_loss: 0.0311724 | Time: 5066.23 ms [2022-02-06 00:35:54 main:574] : INFO : Epoch 1954 | loss: 0.031165 | val_loss: 0.0311713 | Time: 5142.7 ms [2022-02-06 00:35:59 main:574] : INFO : Epoch 1955 | loss: 0.0311642 | val_loss: 0.0311722 | Time: 4918.93 ms [2022-02-06 00:36:04 main:574] : INFO : Epoch 1956 | loss: 0.0311649 | val_loss: 0.0311732 | Time: 4975.31 ms [2022-02-06 00:36:09 main:574] : INFO : Epoch 1957 | loss: 0.0311676 | val_loss: 0.031175 | Time: 4951.16 ms [2022-02-06 00:36:14 main:574] : INFO : Epoch 1958 | loss: 0.0311673 | val_loss: 0.0311726 | Time: 5086.78 ms [2022-02-06 00:36:19 main:574] : INFO : Epoch 1959 | loss: 0.0311652 | val_loss: 0.0311754 | Time: 4986.74 ms [2022-02-06 00:36:25 main:574] : INFO : Epoch 1960 | loss: 0.0311641 | val_loss: 0.0311743 | Time: 4956.39 ms [2022-02-06 00:36:31 main:574] : INFO : Epoch 1961 | loss: 0.0311646 | val_loss: 0.0311768 | Time: 5163.93 ms [2022-02-06 00:36:36 main:574] : INFO : Epoch 1962 | loss: 0.0311654 | val_loss: 0.031171 | Time: 4990.35 ms [2022-02-06 00:36:41 main:574] : INFO : Epoch 1963 | loss: 0.0311661 | val_loss: 0.0311727 | Time: 5066.28 ms [2022-02-06 00:36:46 main:574] : INFO : Epoch 1964 | loss: 0.0311658 | val_loss: 0.0311722 | Time: 4920.62 ms [2022-02-06 00:36:51 main:574] : INFO : Epoch 1965 | loss: 0.0311661 | val_loss: 0.0311744 | Time: 5117.55 ms [2022-02-06 00:36:57 main:574] : INFO : Epoch 1966 | loss: 0.0311653 | val_loss: 0.0311752 | Time: 5135.04 ms [2022-02-06 00:37:03 main:574] : INFO : Epoch 1967 | loss: 0.0311659 | val_loss: 0.0311756 | Time: 4983.11 ms [2022-02-06 00:37:08 main:574] : INFO : Epoch 1968 | loss: 0.0311661 | val_loss: 0.0311733 | Time: 5071.39 ms [2022-02-06 00:37:13 main:574] : INFO : Epoch 1969 | loss: 0.0311657 | val_loss: 0.0311785 | Time: 5073.09 ms [2022-02-06 00:37:29 main:574] : INFO : Epoch 1970 | loss: 0.0311698 | val_loss: 0.0311776 | Time: 14641 ms [2022-02-06 00:37:33 main:574] : INFO : Epoch 1971 | loss: 0.0311662 | val_loss: 0.0311727 | Time: 4163.92 ms [2022-02-06 00:37:38 main:574] : INFO : Epoch 1972 | loss: 0.031168 | val_loss: 0.031174 | Time: 4693.93 ms [2022-02-06 00:37:43 main:574] : INFO : Epoch 1973 | loss: 0.0311653 | val_loss: 0.0311761 | Time: 5043.01 ms [2022-02-06 00:37:49 main:574] : INFO : Epoch 1974 | loss: 0.0311636 | val_loss: 0.0311731 | Time: 5005.27 ms [2022-02-06 00:37:54 main:574] : INFO : Epoch 1975 | loss: 0.0311624 | val_loss: 0.0311711 | Time: 5248.9 ms [2022-02-06 00:38:00 main:574] : INFO : Epoch 1976 | loss: 0.0311674 | val_loss: 0.0311874 | Time: 4862.07 ms [2022-02-06 00:38:05 main:574] : INFO : Epoch 1977 | loss: 0.0311694 | val_loss: 0.0311717 | Time: 4963.29 ms [2022-02-06 00:38:12 main:574] : INFO : Epoch 1978 | loss: 0.0311627 | val_loss: 0.0311723 | Time: 4899.6 ms [2022-02-06 00:38:17 main:574] : INFO : Epoch 1979 | loss: 0.0311604 | val_loss: 0.0311721 | Time: 5163.42 ms [2022-02-06 00:38:23 main:574] : INFO : Epoch 1980 | loss: 0.031161 | val_loss: 0.0311712 | Time: 4933.92 ms [2022-02-06 00:38:38 main:574] : INFO : Epoch 1981 | loss: 0.0311647 | val_loss: 0.0311733 | Time: 15063.1 ms [2022-02-06 00:38:42 main:574] : INFO : Epoch 1982 | loss: 0.0311654 | val_loss: 0.0311723 | Time: 4116.01 ms [2022-02-06 00:38:47 main:574] : INFO : Epoch 1983 | loss: 0.0311648 | val_loss: 0.0311733 | Time: 4643.45 ms [2022-02-06 00:38:52 main:574] : INFO : Epoch 1984 | loss: 0.0311648 | val_loss: 0.0311762 | Time: 5106.72 ms [2022-02-06 00:38:57 main:574] : INFO : Epoch 1985 | loss: 0.0311665 | val_loss: 0.0311739 | Time: 5059.82 ms [2022-02-06 00:39:02 main:574] : INFO : Epoch 1986 | loss: 0.0311659 | val_loss: 0.0311716 | Time: 5040.25 ms [2022-02-06 00:39:18 main:574] : INFO : Epoch 1987 | loss: 0.0311647 | val_loss: 0.031172 | Time: 15356.4 ms [2022-02-06 00:39:22 main:574] : INFO : Epoch 1988 | loss: 0.0311639 | val_loss: 0.031173 | Time: 4111.39 ms [2022-02-06 00:39:26 main:574] : INFO : Epoch 1989 | loss: 0.0311645 | val_loss: 0.0311696 | Time: 4521.43 ms [2022-02-06 00:39:32 main:574] : INFO : Epoch 1990 | loss: 0.0311625 | val_loss: 0.0311714 | Time: 5082.99 ms [2022-02-06 00:39:37 main:574] : INFO : Epoch 1991 | loss: 0.0311623 | val_loss: 0.0311732 | Time: 4978.65 ms [2022-02-06 00:39:43 main:574] : INFO : Epoch 1992 | loss: 0.0311635 | val_loss: 0.0311701 | Time: 4976.5 ms [2022-02-06 00:39:48 main:574] : INFO : Epoch 1993 | loss: 0.031162 | val_loss: 0.0311692 | Time: 4968.17 ms [2022-02-06 00:39:53 main:574] : INFO : Epoch 1994 | loss: 0.0311656 | val_loss: 0.0311774 | Time: 4884.62 ms [2022-02-06 00:39:59 main:574] : INFO : Epoch 1995 | loss: 0.0311627 | val_loss: 0.0311715 | Time: 5126.98 ms [2022-02-06 00:40:04 main:574] : INFO : Epoch 1996 | loss: 0.0311624 | val_loss: 0.0311728 | Time: 5024.86 ms [2022-02-06 00:40:19 main:574] : INFO : Epoch 1997 | loss: 0.0311636 | val_loss: 0.0311704 | Time: 15146.3 ms [2022-02-06 00:40:23 main:574] : INFO : Epoch 1998 | loss: 0.031163 | val_loss: 0.0311725 | Time: 4189.05 ms [2022-02-06 00:40:28 main:574] : INFO : Epoch 1999 | loss: 0.0311637 | val_loss: 0.0311711 | Time: 4613.44 ms [2022-02-06 00:40:33 main:574] : INFO : Epoch 2000 | loss: 0.031163 | val_loss: 0.0311767 | Time: 4990.54 ms [2022-02-06 00:40:38 main:574] : INFO : Epoch 2001 | loss: 0.0311652 | val_loss: 0.0311707 | Time: 5102.64 ms [2022-02-06 00:40:45 main:574] : INFO : Epoch 2002 | loss: 0.0311657 | val_loss: 0.0311713 | Time: 5138.08 ms [2022-02-06 00:40:51 main:574] : INFO : Epoch 2003 | loss: 0.0311637 | val_loss: 0.031171 | Time: 5043.08 ms [2022-02-06 00:40:56 main:574] : INFO : Epoch 2004 | loss: 0.0311629 | val_loss: 0.0311701 | Time: 5133.52 ms [2022-02-06 00:41:01 main:574] : INFO : Epoch 2005 | loss: 0.0311651 | val_loss: 0.0311706 | Time: 5141.02 ms [2022-02-06 00:41:06 main:574] : INFO : Epoch 2006 | loss: 0.031165 | val_loss: 0.0311708 | Time: 4911.2 ms [2022-02-06 00:41:22 main:574] : INFO : Epoch 2007 | loss: 0.031165 | val_loss: 0.0311725 | Time: 14483.1 ms [2022-02-06 00:41:26 main:574] : INFO : Epoch 2008 | loss: 0.0311669 | val_loss: 0.0311865 | Time: 4014.77 ms [2022-02-06 00:41:31 main:574] : INFO : Epoch 2009 | loss: 0.0311691 | val_loss: 0.0311715 | Time: 5174.49 ms [2022-02-06 00:41:37 main:574] : INFO : Epoch 2010 | loss: 0.0311652 | val_loss: 0.0311732 | Time: 4983.86 ms [2022-02-06 00:41:42 main:574] : INFO : Epoch 2011 | loss: 0.031167 | val_loss: 0.0311791 | Time: 5159.33 ms [2022-02-06 00:41:48 main:574] : INFO : Epoch 2012 | loss: 0.0311617 | val_loss: 0.0311708 | Time: 5148.75 ms [2022-02-06 00:41:53 main:574] : INFO : Epoch 2013 | loss: 0.0311616 | val_loss: 0.0311721 | Time: 4915.77 ms [2022-02-06 00:41:58 main:574] : INFO : Epoch 2014 | loss: 0.0311619 | val_loss: 0.0311736 | Time: 4997.47 ms [2022-02-06 00:42:04 main:574] : INFO : Epoch 2015 | loss: 0.0311628 | val_loss: 0.0311706 | Time: 5040.79 ms [2022-02-06 00:42:09 main:574] : INFO : Epoch 2016 | loss: 0.0311628 | val_loss: 0.0311703 | Time: 5073.53 ms [2022-02-06 00:42:15 main:574] : INFO : Epoch 2017 | loss: 0.031163 | val_loss: 0.0311762 | Time: 5036.21 ms [2022-02-06 00:42:20 main:574] : INFO : Epoch 2018 | loss: 0.0311642 | val_loss: 0.0311699 | Time: 4883.61 ms [2022-02-06 00:42:26 main:574] : INFO : Epoch 2019 | loss: 0.0311633 | val_loss: 0.0311716 | Time: 5157.34 ms [2022-02-06 00:42:40 main:574] : INFO : Epoch 2020 | loss: 0.0311607 | val_loss: 0.0311723 | Time: 14760.2 ms [2022-02-06 00:42:45 main:574] : INFO : Epoch 2021 | loss: 0.0311629 | val_loss: 0.0311809 | Time: 4118.94 ms [2022-02-06 00:42:49 main:574] : INFO : Epoch 2022 | loss: 0.0311614 | val_loss: 0.0311691 | Time: 4641.14 ms [2022-02-06 00:42:54 main:574] : INFO : Epoch 2023 | loss: 0.0311607 | val_loss: 0.0311732 | Time: 4928.1 ms [2022-02-06 00:43:00 main:574] : INFO : Epoch 2024 | loss: 0.0311625 | val_loss: 0.0311794 | Time: 4971.51 ms [2022-02-06 00:43:05 main:574] : INFO : Epoch 2025 | loss: 0.0311616 | val_loss: 0.0311725 | Time: 4988.56 ms [2022-02-06 00:43:10 main:574] : INFO : Epoch 2026 | loss: 0.0311597 | val_loss: 0.0311716 | Time: 4993.58 ms [2022-02-06 00:43:15 main:574] : INFO : Epoch 2027 | loss: 0.0311607 | val_loss: 0.0311726 | Time: 5303.69 ms [2022-02-06 00:43:31 main:574] : INFO : Epoch 2028 | loss: 0.0311604 | val_loss: 0.0311749 | Time: 15376.3 ms [2022-02-06 00:43:35 main:574] : INFO : Epoch 2029 | loss: 0.0311628 | val_loss: 0.0311757 | Time: 4183.83 ms [2022-02-06 00:43:40 main:574] : INFO : Epoch 2030 | loss: 0.0311645 | val_loss: 0.0311747 | Time: 4689.54 ms [2022-02-06 00:43:45 main:574] : INFO : Epoch 2031 | loss: 0.031162 | val_loss: 0.0311703 | Time: 5051.6 ms [2022-02-06 00:43:50 main:574] : INFO : Epoch 2032 | loss: 0.0311628 | val_loss: 0.0311736 | Time: 5093.68 ms [2022-02-06 00:43:56 main:574] : INFO : Epoch 2033 | loss: 0.0311637 | val_loss: 0.0311773 | Time: 5087 ms [2022-02-06 00:44:01 main:574] : INFO : Epoch 2034 | loss: 0.0311641 | val_loss: 0.0311748 | Time: 4787.12 ms [2022-02-06 00:44:06 main:574] : INFO : Epoch 2035 | loss: 0.0311641 | val_loss: 0.0311688 | Time: 5142.75 ms [2022-02-06 00:44:22 main:574] : INFO : Epoch 2036 | loss: 0.0311616 | val_loss: 0.0311707 | Time: 15169.3 ms [2022-02-06 00:44:26 main:574] : INFO : Epoch 2037 | loss: 0.031164 | val_loss: 0.0311757 | Time: 4266.29 ms [2022-02-06 00:44:31 main:574] : INFO : Epoch 2038 | loss: 0.0311673 | val_loss: 0.0311711 | Time: 4620.37 ms [2022-02-06 00:44:36 main:574] : INFO : Epoch 2039 | loss: 0.0311655 | val_loss: 0.0311711 | Time: 5109.65 ms [2022-02-06 00:44:42 main:574] : INFO : Epoch 2040 | loss: 0.031173 | val_loss: 0.031179 | Time: 4973.24 ms [2022-02-06 00:44:47 main:574] : INFO : Epoch 2041 | loss: 0.0311733 | val_loss: 0.0311742 | Time: 5028.41 ms [2022-02-06 00:44:53 main:574] : INFO : Epoch 2042 | loss: 0.0311691 | val_loss: 0.0311731 | Time: 5018.28 ms [2022-02-06 00:44:59 main:574] : INFO : Epoch 2043 | loss: 0.0311675 | val_loss: 0.0311696 | Time: 5191.67 ms [2022-02-06 00:45:04 main:574] : INFO : Epoch 2044 | loss: 0.0311662 | val_loss: 0.0311684 | Time: 5025.96 ms [2022-02-06 00:45:10 main:574] : INFO : Epoch 2045 | loss: 0.0311657 | val_loss: 0.0311687 | Time: 5143.82 ms [2022-02-06 00:45:24 main:574] : INFO : Epoch 2046 | loss: 0.0311657 | val_loss: 0.031171 | Time: 14429.2 ms [2022-02-06 00:45:29 main:574] : INFO : Epoch 2047 | loss: 0.0311657 | val_loss: 0.0311696 | Time: 4159.6 ms [2022-02-06 00:45:34 main:574] : INFO : Epoch 2048 | loss: 0.0311644 | val_loss: 0.0311719 | Time: 4828.49 ms [2022-02-06 00:45:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311719 [2022-02-06 00:45:34 main:603] : INFO : Saving end state to config to file [2022-02-06 00:45:34 main:608] : INFO : Success, exiting.. 00:45:34 (6488): 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)