Task 9553359
| Name | ParityModified-1636227866-3210-2-0_1 |
| Workunit | 6590649 |
| Created | 7 Dec 2021, 7:30:46 UTC |
| Sent | 7 Dec 2021, 8:35:11 UTC |
| Report deadline | 15 Dec 2021, 8:35:11 UTC |
| Received | 8 Dec 2021, 9:32:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8321 |
| Run time | 2 hours 23 min 55 sec |
| CPU time | 2 hours 19 min 58 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,187.21 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311834 | val_loss: 0.0311829 | Time: 4011.01 ms
[2021-12-08 02:57:10 main:574] : INFO : Epoch 1543 | loss: 0.0311828 | val_loss: 0.0311856 | Time: 4074.43 ms
[2021-12-08 02:57:14 main:574] : INFO : Epoch 1544 | loss: 0.031183 | val_loss: 0.0311815 | Time: 3929.56 ms
[2021-12-08 02:57:18 main:574] : INFO : Epoch 1545 | loss: 0.0311835 | val_loss: 0.0311815 | Time: 3979.01 ms
[2021-12-08 02:57:22 main:574] : INFO : Epoch 1546 | loss: 0.0311847 | val_loss: 0.0312013 | Time: 3997.68 ms
[2021-12-08 02:57:26 main:574] : INFO : Epoch 1547 | loss: 0.031187 | val_loss: 0.0311823 | Time: 4084.35 ms
[2021-12-08 02:57:30 main:574] : INFO : Epoch 1548 | loss: 0.0311833 | val_loss: 0.0311827 | Time: 4079.89 ms
[2021-12-08 02:57:34 main:574] : INFO : Epoch 1549 | loss: 0.0311846 | val_loss: 0.0311845 | Time: 3898.84 ms
[2021-12-08 02:57:38 main:574] : INFO : Epoch 1550 | loss: 0.0311828 | val_loss: 0.0311883 | Time: 4004.68 ms
[2021-12-08 02:57:42 main:574] : INFO : Epoch 1551 | loss: 0.0311853 | val_loss: 0.0311828 | Time: 4114.85 ms
[2021-12-08 02:57:47 main:574] : INFO : Epoch 1552 | loss: 0.0311855 | val_loss: 0.0311846 | Time: 4136.44 ms
[2021-12-08 02:57:51 main:574] : INFO : Epoch 1553 | loss: 0.0311846 | val_loss: 0.0311841 | Time: 4104.91 ms
[2021-12-08 02:57:55 main:574] : INFO : Epoch 1554 | loss: 0.0311824 | val_loss: 0.0311845 | Time: 4000.2 ms
[2021-12-08 02:57:59 main:574] : INFO : Epoch 1555 | loss: 0.0311831 | val_loss: 0.0311879 | Time: 4062.05 ms
[2021-12-08 02:58:03 main:574] : INFO : Epoch 1556 | loss: 0.0311826 | val_loss: 0.0311774 | Time: 3945.37 ms
[2021-12-08 02:58:07 main:574] : INFO : Epoch 1557 | loss: 0.0311715 | val_loss: 0.0311764 | Time: 4038.55 ms
[2021-12-08 02:58:11 main:574] : INFO : Epoch 1558 | loss: 0.0311697 | val_loss: 0.0311796 | Time: 3998.43 ms
[2021-12-08 02:58:15 main:574] : INFO : Epoch 1559 | loss: 0.0311693 | val_loss: 0.0311763 | Time: 4036.77 ms
[2021-12-08 02:58:19 main:574] : INFO : Epoch 1560 | loss: 0.031169 | val_loss: 0.0311742 | Time: 4022.9 ms
[2021-12-08 02:58:23 main:574] : INFO : Epoch 1561 | loss: 0.0311699 | val_loss: 0.0311737 | Time: 4053.3 ms
[2021-12-08 02:58:27 main:574] : INFO : Epoch 1562 | loss: 0.0311685 | val_loss: 0.0311736 | Time: 4004.8 ms
[2021-12-08 02:58:31 main:574] : INFO : Epoch 1563 | loss: 0.0311669 | val_loss: 0.0311729 | Time: 4038.28 ms
[2021-12-08 02:58:35 main:574] : INFO : Epoch 1564 | loss: 0.0311702 | val_loss: 0.0311713 | Time: 3989.07 ms
[2021-12-08 02:58:39 main:574] : INFO : Epoch 1565 | loss: 0.0311677 | val_loss: 0.031174 | Time: 4068.18 ms
[2021-12-08 02:58:43 main:574] : INFO : Epoch 1566 | loss: 0.0311689 | val_loss: 0.0311724 | Time: 4023.11 ms
[2021-12-08 02:58:47 main:574] : INFO : Epoch 1567 | loss: 0.0311671 | val_loss: 0.0311751 | Time: 3972.12 ms
[2021-12-08 02:58:51 main:574] : INFO : Epoch 1568 | loss: 0.0311729 | val_loss: 0.0311773 | Time: 4013.85 ms
[2021-12-08 02:58:55 main:574] : INFO : Epoch 1569 | loss: 0.0311714 | val_loss: 0.0311742 | Time: 4078.34 ms
[2021-12-08 02:58:59 main:574] : INFO : Epoch 1570 | loss: 0.0311693 | val_loss: 0.0311755 | Time: 4142.18 ms
[2021-12-08 02:59:03 main:574] : INFO : Epoch 1571 | loss: 0.0311682 | val_loss: 0.0311736 | Time: 4090.72 ms
[2021-12-08 02:59:08 main:574] : INFO : Epoch 1572 | loss: 0.0311684 | val_loss: 0.0311743 | Time: 4254.26 ms
[2021-12-08 02:59:12 main:574] : INFO : Epoch 1573 | loss: 0.0311682 | val_loss: 0.0311736 | Time: 4056.49 ms
[2021-12-08 02:59:16 main:574] : INFO : Epoch 1574 | loss: 0.0311701 | val_loss: 0.0311721 | Time: 3965.69 ms
[2021-12-08 02:59:20 main:574] : INFO : Epoch 1575 | loss: 0.0311716 | val_loss: 0.0311729 | Time: 3916.82 ms
[2021-12-08 02:59:24 main:574] : INFO : Epoch 1576 | loss: 0.0311712 | val_loss: 0.0311722 | Time: 3975.17 ms
[2021-12-08 02:59:28 main:574] : INFO : Epoch 1577 | loss: 0.0311739 | val_loss: 0.031171 | Time: 4122.11 ms
[2021-12-08 02:59:32 main:574] : INFO : Epoch 1578 | loss: 0.0311709 | val_loss: 0.0311706 | Time: 3999.85 ms
[2021-12-08 02:59:36 main:574] : INFO : Epoch 1579 | loss: 0.0311699 | val_loss: 0.0311694 | Time: 4113.45 ms
[2021-12-08 02:59:40 main:574] : INFO : Epoch 1580 | loss: 0.0311685 | val_loss: 0.0311686 | Time: 3956.51 ms
[2021-12-08 02:59:44 main:574] : INFO : Epoch 1581 | loss: 0.0311676 | val_loss: 0.0311689 | Time: 3931.82 ms
[2021-12-08 02:59:48 main:574] : INFO : Epoch 1582 | loss: 0.0311709 | val_loss: 0.0311709 | Time: 3994.28 ms
[2021-12-08 02:59:52 main:574] : INFO : Epoch 1583 | loss: 0.0311698 | val_loss: 0.0311702 | Time: 3979.68 ms
[2021-12-08 02:59:56 main:574] : INFO : Epoch 1584 | loss: 0.0311678 | val_loss: 0.0311667 | Time: 3999.72 ms
[2021-12-08 03:00:00 main:574] : INFO : Epoch 1585 | loss: 0.0311655 | val_loss: 0.0311685 | Time: 4011.44 ms
[2021-12-08 03:00:04 main:574] : INFO : Epoch 1586 | loss: 0.0311662 | val_loss: 0.0311715 | Time: 3990.38 ms
[2021-12-08 03:00:08 main:574] : INFO : Epoch 1587 | loss: 0.0311708 | val_loss: 0.0311687 | Time: 4037.76 ms
[2021-12-08 03:00:12 main:574] : INFO : Epoch 1588 | loss: 0.0311666 | val_loss: 0.0311688 | Time: 4124.44 ms
[2021-12-08 03:00:16 main:574] : INFO : Epoch 1589 | loss: 0.0311644 | val_loss: 0.0311674 | Time: 4093.54 ms
[2021-12-08 03:00:20 main:574] : INFO : Epoch 1590 | loss: 0.0311654 | val_loss: 0.031171 | Time: 4072.81 ms
[2021-12-08 03:00:24 main:574] : INFO : Epoch 1591 | loss: 0.0311673 | val_loss: 0.0311702 | Time: 3937.73 ms
[2021-12-08 03:00:28 main:574] : INFO : Epoch 1592 | loss: 0.0311659 | val_loss: 0.031167 | Time: 4027.54 ms
[2021-12-08 03:00:32 main:574] : INFO : Epoch 1593 | loss: 0.0311664 | val_loss: 0.0311689 | Time: 4068.95 ms
[2021-12-08 03:00:36 main:574] : INFO : Epoch 1594 | loss: 0.0311673 | val_loss: 0.0311682 | Time: 4094.05 ms
[2021-12-08 03:00:40 main:574] : INFO : Epoch 1595 | loss: 0.0311667 | val_loss: 0.0311684 | Time: 3952.36 ms
[2021-12-08 03:00:44 main:574] : INFO : Epoch 1596 | loss: 0.0311667 | val_loss: 0.0311672 | Time: 4061.5 ms
[2021-12-08 03:00:48 main:574] : INFO : Epoch 1597 | loss: 0.0311662 | val_loss: 0.0311705 | Time: 4040.96 ms
[2021-12-08 03:00:52 main:574] : INFO : Epoch 1598 | loss: 0.031166 | val_loss: 0.0311669 | Time: 4009.72 ms
[2021-12-08 03:00:57 main:574] : INFO : Epoch 1599 | loss: 0.031167 | val_loss: 0.03117 | Time: 4129.78 ms
[2021-12-08 03:01:01 main:574] : INFO : Epoch 1600 | loss: 0.0311662 | val_loss: 0.0311663 | Time: 4065.68 ms
[2021-12-08 03:01:05 main:574] : INFO : Epoch 1601 | loss: 0.0311658 | val_loss: 0.0311673 | Time: 4034.17 ms
[2021-12-08 03:01:09 main:574] : INFO : Epoch 1602 | loss: 0.0311662 | val_loss: 0.0311711 | Time: 4009.43 ms
[2021-12-08 03:01:13 main:574] : INFO : Epoch 1603 | loss: 0.0311641 | val_loss: 0.0311651 | Time: 4084.82 ms
[2021-12-08 03:01:17 main:574] : INFO : Epoch 1604 | loss: 0.0311659 | val_loss: 0.0311671 | Time: 4074.72 ms
[2021-12-08 03:01:21 main:574] : INFO : Epoch 1605 | loss: 0.0311632 | val_loss: 0.0311665 | Time: 4088.9 ms
[2021-12-08 03:01:25 main:574] : INFO : Epoch 1606 | loss: 0.0311645 | val_loss: 0.0311655 | Time: 4099.25 ms
[2021-12-08 03:01:29 main:574] : INFO : Epoch 1607 | loss: 0.0311636 | val_loss: 0.0311656 | Time: 3987.24 ms
[2021-12-08 03:01:33 main:574] : INFO : Epoch 1608 | loss: 0.0311623 | val_loss: 0.0311656 | Time: 3924.97 ms
[2021-12-08 03:01:37 main:574] : INFO : Epoch 1609 | loss: 0.0311638 | val_loss: 0.0311636 | Time: 4061.67 ms
[2021-12-08 03:01:41 main:574] : INFO : Epoch 1610 | loss: 0.0311619 | val_loss: 0.0311679 | Time: 4133.79 ms
[2021-12-08 03:01:45 main:574] : INFO : Epoch 1611 | loss: 0.031163 | val_loss: 0.0311684 | Time: 4109.19 ms
[2021-12-08 03:01:49 main:574] : INFO : Epoch 1612 | loss: 0.0311637 | val_loss: 0.0311665 | Time: 4002.39 ms
[2021-12-08 03:01:53 main:574] : INFO : Epoch 1613 | loss: 0.0311645 | val_loss: 0.0311662 | Time: 4017.25 ms
[2021-12-08 03:01:57 main:574] : INFO : Epoch 1614 | loss: 0.0311645 | val_loss: 0.0311643 | Time: 3932.84 ms
[2021-12-08 03:02:01 main:574] : INFO : Epoch 1615 | loss: 0.031163 | val_loss: 0.031165 | Time: 4028.86 ms
[2021-12-08 03:02:05 main:574] : INFO : Epoch 1616 | loss: 0.0311646 | val_loss: 0.031166 | Time: 4067.05 ms
[2021-12-08 03:02:09 main:574] : INFO : Epoch 1617 | loss: 0.0311624 | val_loss: 0.0311659 | Time: 3944.06 ms
[2021-12-08 03:02:13 main:574] : INFO : Epoch 1618 | loss: 0.0311661 | val_loss: 0.031172 | Time: 4072.21 ms
[2021-12-08 03:02:18 main:574] : INFO : Epoch 1619 | loss: 0.0311664 | val_loss: 0.031165 | Time: 4106.81 ms
[2021-12-08 03:02:22 main:574] : INFO : Epoch 1620 | loss: 0.0311653 | val_loss: 0.0311659 | Time: 4111.13 ms
[2021-12-08 03:02:26 main:574] : INFO : Epoch 1621 | loss: 0.0311646 | val_loss: 0.0311685 | Time: 4020.3 ms
[2021-12-08 03:02:30 main:574] : INFO : Epoch 1622 | loss: 0.0311638 | val_loss: 0.031166 | Time: 3938.76 ms
[2021-12-08 03:02:34 main:574] : INFO : Epoch 1623 | loss: 0.0311613 | val_loss: 0.0311651 | Time: 3952.57 ms
[2021-12-08 03:02:38 main:574] : INFO : Epoch 1624 | loss: 0.0311633 | val_loss: 0.0311731 | Time: 4041.16 ms
[2021-12-08 03:02:42 main:574] : INFO : Epoch 1625 | loss: 0.031165 | val_loss: 0.031169 | Time: 4017.69 ms
[2021-12-08 03:02:46 main:574] : INFO : Epoch 1626 | loss: 0.0311617 | val_loss: 0.0311669 | Time: 4056.51 ms
[2021-12-08 03:02:50 main:574] : INFO : Epoch 1627 | loss: 0.0311607 | val_loss: 0.0311655 | Time: 4000.19 ms
[2021-12-08 03:02:54 main:574] : INFO : Epoch 1628 | loss: 0.0311603 | val_loss: 0.031165 | Time: 4067.97 ms
[2021-12-08 03:02:58 main:574] : INFO : Epoch 1629 | loss: 0.0311615 | val_loss: 0.0311664 | Time: 4119.71 ms
[2021-12-08 03:03:02 main:574] : INFO : Epoch 1630 | loss: 0.0311626 | val_loss: 0.0311652 | Time: 4084.82 ms
[2021-12-08 03:03:06 main:574] : INFO : Epoch 1631 | loss: 0.0311621 | val_loss: 0.0311646 | Time: 4100.32 ms
[2021-12-08 03:03:10 main:574] : INFO : Epoch 1632 | loss: 0.0311605 | val_loss: 0.0311647 | Time: 4112.73 ms
[2021-12-08 03:03:14 main:574] : INFO : Epoch 1633 | loss: 0.0311608 | val_loss: 0.0311663 | Time: 4074.62 ms
[2021-12-08 03:03:18 main:574] : INFO : Epoch 1634 | loss: 0.0311624 | val_loss: 0.031168 | Time: 4049.43 ms
[2021-12-08 03:03:22 main:574] : INFO : Epoch 1635 | loss: 0.0311604 | val_loss: 0.0311644 | Time: 4058.32 ms
[2021-12-08 03:03:27 main:574] : INFO : Epoch 1636 | loss: 0.0311601 | val_loss: 0.0311643 | Time: 4073.35 ms
[2021-12-08 03:03:30 main:574] : INFO : Epoch 1637 | loss: 0.031161 | val_loss: 0.0311679 | Time: 3911.18 ms
[2021-12-08 03:03:34 main:574] : INFO : Epoch 1638 | loss: 0.0311589 | val_loss: 0.0311628 | Time: 4018.02 ms
[2021-12-08 03:03:39 main:574] : INFO : Epoch 1639 | loss: 0.0311619 | val_loss: 0.0311676 | Time: 4094.39 ms
[2021-12-08 03:03:43 main:574] : INFO : Epoch 1640 | loss: 0.0311588 | val_loss: 0.0311659 | Time: 4038.42 ms
[2021-12-08 03:03:47 main:574] : INFO : Epoch 1641 | loss: 0.031159 | val_loss: 0.031161 | Time: 3993.41 ms
[2021-12-08 03:03:51 main:574] : INFO : Epoch 1642 | loss: 0.0311591 | val_loss: 0.031166 | Time: 4037.24 ms
[2021-12-08 03:03:55 main:574] : INFO : Epoch 1643 | loss: 0.03116 | val_loss: 0.0311653 | Time: 4055.54 ms
[2021-12-08 03:03:59 main:574] : INFO : Epoch 1644 | loss: 0.0311609 | val_loss: 0.0311627 | Time: 3957.14 ms
[2021-12-08 03:04:03 main:574] : INFO : Epoch 1645 | loss: 0.0311593 | val_loss: 0.0311653 | Time: 4353.35 ms
[2021-12-08 03:04:07 main:574] : INFO : Epoch 1646 | loss: 0.0311623 | val_loss: 0.031169 | Time: 4023.1 ms
[2021-12-08 03:04:11 main:574] : INFO : Epoch 1647 | loss: 0.0311666 | val_loss: 0.031167 | Time: 4033.67 ms
[2021-12-08 03:04:15 main:574] : INFO : Epoch 1648 | loss: 0.0311663 | val_loss: 0.0311699 | Time: 4005.11 ms
[2021-12-08 03:04:19 main:574] : INFO : Epoch 1649 | loss: 0.0311721 | val_loss: 0.0311758 | Time: 4055.64 ms
[2021-12-08 03:04:23 main:574] : INFO : Epoch 1650 | loss: 0.0311738 | val_loss: 0.0311688 | Time: 4065.25 ms
[2021-12-08 03:04:28 main:574] : INFO : Epoch 1651 | loss: 0.0311715 | val_loss: 0.0311698 | Time: 4230.97 ms
[2021-12-08 03:04:32 main:574] : INFO : Epoch 1652 | loss: 0.0311706 | val_loss: 0.0311704 | Time: 4024.76 ms
[2021-12-08 03:04:36 main:574] : INFO : Epoch 1653 | loss: 0.0311701 | val_loss: 0.0311735 | Time: 4097.91 ms
[2021-12-08 03:04:40 main:574] : INFO : Epoch 1654 | loss: 0.0311708 | val_loss: 0.0311705 | Time: 3959.3 ms
[2021-12-08 03:04:44 main:574] : INFO : Epoch 1655 | loss: 0.0311693 | val_loss: 0.0311707 | Time: 4082.31 ms
[2021-12-08 03:04:48 main:574] : INFO : Epoch 1656 | loss: 0.0311714 | val_loss: 0.0311728 | Time: 3960.58 ms
[2021-12-08 03:04:52 main:574] : INFO : Epoch 1657 | loss: 0.0311663 | val_loss: 0.031168 | Time: 3967.95 ms
[2021-12-08 03:04:56 main:574] : INFO : Epoch 1658 | loss: 0.0311643 | val_loss: 0.0311662 | Time: 4001.59 ms
[2021-12-08 03:05:00 main:574] : INFO : Epoch 1659 | loss: 0.0311631 | val_loss: 0.031168 | Time: 4155.48 ms
[2021-12-08 03:05:04 main:574] : INFO : Epoch 1660 | loss: 0.0311621 | val_loss: 0.0311668 | Time: 4026.05 ms
[2021-12-08 03:05:08 main:574] : INFO : Epoch 1661 | loss: 0.031163 | val_loss: 0.0311716 | Time: 4040.94 ms
[2021-12-08 03:05:12 main:574] : INFO : Epoch 1662 | loss: 0.0311655 | val_loss: 0.0311667 | Time: 4012.53 ms
[2021-12-08 03:05:16 main:574] : INFO : Epoch 1663 | loss: 0.0311617 | val_loss: 0.0311632 | Time: 3911.31 ms
[2021-12-08 03:05:20 main:574] : INFO : Epoch 1664 | loss: 0.0311598 | val_loss: 0.0311633 | Time: 3995.2 ms
[2021-12-08 03:05:24 main:574] : INFO : Epoch 1665 | loss: 0.0311601 | val_loss: 0.031171 | Time: 3924.71 ms
[2021-12-08 03:05:28 main:574] : INFO : Epoch 1666 | loss: 0.0311612 | val_loss: 0.0311656 | Time: 4061.54 ms
[2021-12-08 03:05:32 main:574] : INFO : Epoch 1667 | loss: 0.0311604 | val_loss: 0.0311625 | Time: 4134.91 ms
[2021-12-08 03:05:36 main:574] : INFO : Epoch 1668 | loss: 0.0311578 | val_loss: 0.0311638 | Time: 3923.81 ms
[2021-12-08 03:05:40 main:574] : INFO : Epoch 1669 | loss: 0.0311582 | val_loss: 0.0311632 | Time: 4035.84 ms
[2021-12-08 03:05:44 main:574] : INFO : Epoch 1670 | loss: 0.0311584 | val_loss: 0.0311658 | Time: 4078.37 ms
[2021-12-08 03:05:48 main:574] : INFO : Epoch 1671 | loss: 0.0311638 | val_loss: 0.0311775 | Time: 4006.75 ms
[2021-12-08 03:05:52 main:574] : INFO : Epoch 1672 | loss: 0.0311673 | val_loss: 0.0311656 | Time: 3986.29 ms
[2021-12-08 03:05:56 main:574] : INFO : Epoch 1673 | loss: 0.0311602 | val_loss: 0.031164 | Time: 3951.8 ms
[2021-12-08 03:06:00 main:574] : INFO : Epoch 1674 | loss: 0.0311582 | val_loss: 0.0311641 | Time: 4069.1 ms
[2021-12-08 03:06:04 main:574] : INFO : Epoch 1675 | loss: 0.0311611 | val_loss: 0.0311765 | Time: 3960.54 ms
[2021-12-08 03:06:08 main:574] : INFO : Epoch 1676 | loss: 0.0311584 | val_loss: 0.0311666 | Time: 4012.89 ms
[2021-12-08 03:06:12 main:574] : INFO : Epoch 1677 | loss: 0.0311606 | val_loss: 0.0311748 | Time: 4005.1 ms
[2021-12-08 03:06:16 main:574] : INFO : Epoch 1678 | loss: 0.0311612 | val_loss: 0.0311761 | Time: 4027.35 ms
[2021-12-08 03:06:20 main:574] : INFO : Epoch 1679 | loss: 0.0311603 | val_loss: 0.0311654 | Time: 4063.37 ms
[2021-12-08 03:06:24 main:574] : INFO : Epoch 1680 | loss: 0.0311587 | val_loss: 0.0311696 | Time: 4004.77 ms
[2021-12-08 03:06:28 main:574] : INFO : Epoch 1681 | loss: 0.0311579 | val_loss: 0.0311658 | Time: 4045.02 ms
[2021-12-08 03:06:32 main:574] : INFO : Epoch 1682 | loss: 0.0311586 | val_loss: 0.0311682 | Time: 4069.82 ms
[2021-12-08 03:06:36 main:574] : INFO : Epoch 1683 | loss: 0.0311589 | val_loss: 0.0311666 | Time: 4045.59 ms
[2021-12-08 03:06:40 main:574] : INFO : Epoch 1684 | loss: 0.0311575 | val_loss: 0.0311646 | Time: 4034.52 ms
[2021-12-08 03:06:44 main:574] : INFO : Epoch 1685 | loss: 0.0311569 | val_loss: 0.0311635 | Time: 3955.81 ms
[2021-12-08 03:06:48 main:574] : INFO : Epoch 1686 | loss: 0.0311576 | val_loss: 0.0311656 | Time: 3955.47 ms
[2021-12-08 03:06:53 main:574] : INFO : Epoch 1687 | loss: 0.0311577 | val_loss: 0.0311652 | Time: 4114.35 ms
[2021-12-08 03:06:57 main:574] : INFO : Epoch 1688 | loss: 0.0311594 | val_loss: 0.031166 | Time: 4091.82 ms
[2021-12-08 03:07:01 main:574] : INFO : Epoch 1689 | loss: 0.031158 | val_loss: 0.0311658 | Time: 4079.65 ms
[2021-12-08 03:07:05 main:574] : INFO : Epoch 1690 | loss: 0.0311584 | val_loss: 0.0311676 | Time: 4066.29 ms
[2021-12-08 03:07:09 main:574] : INFO : Epoch 1691 | loss: 0.0311592 | val_loss: 0.031166 | Time: 3964.33 ms
[2021-12-08 03:07:13 main:574] : INFO : Epoch 1692 | loss: 0.0311587 | val_loss: 0.0311647 | Time: 3972.35 ms
[2021-12-08 03:07:17 main:574] : INFO : Epoch 1693 | loss: 0.0311587 | val_loss: 0.0311657 | Time: 4094.42 ms
[2021-12-08 03:07:21 main:574] : INFO : Epoch 1694 | loss: 0.0311587 | val_loss: 0.0311647 | Time: 4016.28 ms
[2021-12-08 03:07:25 main:574] : INFO : Epoch 1695 | loss: 0.031159 | val_loss: 0.0311649 | Time: 4010.92 ms
[2021-12-08 03:07:29 main:574] : INFO : Epoch 1696 | loss: 0.0311593 | val_loss: 0.0311651 | Time: 4008.01 ms
[2021-12-08 03:07:33 main:574] : INFO : Epoch 1697 | loss: 0.0311581 | val_loss: 0.0311693 | Time: 4064.21 ms
[2021-12-08 03:07:37 main:574] : INFO : Epoch 1698 | loss: 0.0311593 | val_loss: 0.0311632 | Time: 3940.65 ms
[2021-12-08 03:07:41 main:574] : INFO : Epoch 1699 | loss: 0.0311594 | val_loss: 0.0311644 | Time: 4027.87 ms
[2021-12-08 03:07:45 main:574] : INFO : Epoch 1700 | loss: 0.0311589 | val_loss: 0.0311644 | Time: 3909.89 ms
[2021-12-08 03:07:49 main:574] : INFO : Epoch 1701 | loss: 0.0311604 | val_loss: 0.0311655 | Time: 4029.83 ms
[2021-12-08 03:07:53 main:574] : INFO : Epoch 1702 | loss: 0.0311639 | val_loss: 0.0311656 | Time: 4174.62 ms
[2021-12-08 03:07:57 main:574] : INFO : Epoch 1703 | loss: 0.0311625 | val_loss: 0.0311646 | Time: 4037.87 ms
[2021-12-08 03:08:01 main:574] : INFO : Epoch 1704 | loss: 0.031162 | val_loss: 0.0311637 | Time: 4119.73 ms
[2021-12-08 03:08:05 main:574] : INFO : Epoch 1705 | loss: 0.0311619 | val_loss: 0.0311692 | Time: 4024.21 ms
[2021-12-08 03:08:09 main:574] : INFO : Epoch 1706 | loss: 0.031162 | val_loss: 0.0311713 | Time: 3955.32 ms
[2021-12-08 03:08:13 main:574] : INFO : Epoch 1707 | loss: 0.0311608 | val_loss: 0.0311647 | Time: 4104.84 ms
[2021-12-08 03:08:17 main:574] : INFO : Epoch 1708 | loss: 0.0311596 | val_loss: 0.0311684 | Time: 4030.06 ms
[2021-12-08 03:08:21 main:574] : INFO : Epoch 1709 | loss: 0.0311642 | val_loss: 0.0311798 | Time: 4026.11 ms
[2021-12-08 03:08:26 main:574] : INFO : Epoch 1710 | loss: 0.0311645 | val_loss: 0.0311668 | Time: 4206.39 ms
[2021-12-08 03:08:30 main:574] : INFO : Epoch 1711 | loss: 0.0311582 | val_loss: 0.0311665 | Time: 3992.19 ms
[2021-12-08 03:08:34 main:574] : INFO : Epoch 1712 | loss: 0.0311578 | val_loss: 0.0311635 | Time: 4097.01 ms
[2021-12-08 03:08:38 main:574] : INFO : Epoch 1713 | loss: 0.03116 | val_loss: 0.0311702 | Time: 4153.91 ms
[2021-12-08 03:08:42 main:574] : INFO : Epoch 1714 | loss: 0.031162 | val_loss: 0.031172 | Time: 4038.65 ms
[2021-12-08 03:08:46 main:574] : INFO : Epoch 1715 | loss: 0.0311598 | val_loss: 0.0311663 | Time: 4060.75 ms
[2021-12-08 03:08:50 main:574] : INFO : Epoch 1716 | loss: 0.0311567 | val_loss: 0.0311645 | Time: 4099.43 ms
[2021-12-08 03:08:54 main:574] : INFO : Epoch 1717 | loss: 0.0311563 | val_loss: 0.0311649 | Time: 4096.85 ms
[2021-12-08 03:08:58 main:574] : INFO : Epoch 1718 | loss: 0.0311567 | val_loss: 0.0311675 | Time: 4076.24 ms
[2021-12-08 03:09:03 main:574] : INFO : Epoch 1719 | loss: 0.0311566 | val_loss: 0.0311694 | Time: 4301.88 ms
[2021-12-08 03:09:07 main:574] : INFO : Epoch 1720 | loss: 0.0311562 | val_loss: 0.0311644 | Time: 4180.23 ms
[2021-12-08 03:09:11 main:574] : INFO : Epoch 1721 | loss: 0.0311584 | val_loss: 0.0311778 | Time: 4007.48 ms
[2021-12-08 03:09:15 main:574] : INFO : Epoch 1722 | loss: 0.0311644 | val_loss: 0.0311645 | Time: 4101.65 ms
[2021-12-08 03:09:19 main:574] : INFO : Epoch 1723 | loss: 0.0311652 | val_loss: 0.0311768 | Time: 4146.56 ms
[2021-12-08 03:09:23 main:574] : INFO : Epoch 1724 | loss: 0.0311576 | val_loss: 0.0311643 | Time: 4122.88 ms
[2021-12-08 03:09:27 main:574] : INFO : Epoch 1725 | loss: 0.0311589 | val_loss: 0.0311684 | Time: 4074 ms
[2021-12-08 03:09:31 main:574] : INFO : Epoch 1726 | loss: 0.0311572 | val_loss: 0.0311649 | Time: 4151.73 ms
[2021-12-08 03:09:36 main:574] : INFO : Epoch 1727 | loss: 0.0311571 | val_loss: 0.0311694 | Time: 4074.64 ms
[2021-12-08 03:09:40 main:574] : INFO : Epoch 1728 | loss: 0.0311548 | val_loss: 0.0311642 | Time: 4098.79 ms
[2021-12-08 03:09:44 main:574] : INFO : Epoch 1729 | loss: 0.0311555 | val_loss: 0.0311655 | Time: 3994.42 ms
[2021-12-08 03:09:48 main:574] : INFO : Epoch 1730 | loss: 0.0311544 | val_loss: 0.0311637 | Time: 4054.1 ms
[2021-12-08 03:09:52 main:574] : INFO : Epoch 1731 | loss: 0.0311557 | val_loss: 0.0311711 | Time: 4166.64 ms
[2021-12-08 03:09:56 main:574] : INFO : Epoch 1732 | loss: 0.0311561 | val_loss: 0.0311628 | Time: 4008.47 ms
[2021-12-08 03:10:00 main:574] : INFO : Epoch 1733 | loss: 0.031153 | val_loss: 0.0311643 | Time: 4027.99 ms
[2021-12-08 03:10:04 main:574] : INFO : Epoch 1734 | loss: 0.0311529 | val_loss: 0.0311644 | Time: 4122.57 ms
[2021-12-08 03:10:08 main:574] : INFO : Epoch 1735 | loss: 0.0311542 | val_loss: 0.0311675 | Time: 4001.09 ms
[2021-12-08 03:10:12 main:574] : INFO : Epoch 1736 | loss: 0.0311535 | val_loss: 0.0311654 | Time: 4035.7 ms
[2021-12-08 03:10:16 main:574] : INFO : Epoch 1737 | loss: 0.0311548 | val_loss: 0.0311646 | Time: 3987.72 ms
[2021-12-08 03:10:20 main:574] : INFO : Epoch 1738 | loss: 0.0311533 | val_loss: 0.0311696 | Time: 4141.59 ms
[2021-12-08 03:10:24 main:574] : INFO : Epoch 1739 | loss: 0.0311559 | val_loss: 0.0311627 | Time: 4083.32 ms
[2021-12-08 03:10:28 main:574] : INFO : Epoch 1740 | loss: 0.0311546 | val_loss: 0.0311661 | Time: 3976.96 ms
[2021-12-08 03:10:32 main:574] : INFO : Epoch 1741 | loss: 0.0311539 | val_loss: 0.0311633 | Time: 3892.66 ms
[2021-12-08 03:10:36 main:574] : INFO : Epoch 1742 | loss: 0.0311533 | val_loss: 0.0311657 | Time: 4061.49 ms
[2021-12-08 03:10:40 main:574] : INFO : Epoch 1743 | loss: 0.0311549 | val_loss: 0.0311653 | Time: 4025.97 ms
[2021-12-08 03:10:44 main:574] : INFO : Epoch 1744 | loss: 0.0311531 | val_loss: 0.0311643 | Time: 4017.95 ms
[2021-12-08 03:10:48 main:574] : INFO : Epoch 1745 | loss: 0.0311549 | val_loss: 0.0311745 | Time: 3974.86 ms
[2021-12-08 03:10:52 main:574] : INFO : Epoch 1746 | loss: 0.031154 | val_loss: 0.031168 | Time: 4015.64 ms
[2021-12-08 03:10:56 main:574] : INFO : Epoch 1747 | loss: 0.0311537 | val_loss: 0.0311674 | Time: 3987.55 ms
[2021-12-08 03:11:00 main:574] : INFO : Epoch 1748 | loss: 0.0311544 | val_loss: 0.0311664 | Time: 4070.44 ms
[2021-12-08 03:11:04 main:574] : INFO : Epoch 1749 | loss: 0.0311537 | val_loss: 0.0311636 | Time: 3966.32 ms
[2021-12-08 03:11:08 main:574] : INFO : Epoch 1750 | loss: 0.0311543 | val_loss: 0.0311643 | Time: 3995.43 ms
[2021-12-08 03:11:12 main:574] : INFO : Epoch 1751 | loss: 0.0311529 | val_loss: 0.0311609 | Time: 4039.32 ms
[2021-12-08 03:11:16 main:574] : INFO : Epoch 1752 | loss: 0.0311534 | val_loss: 0.0311622 | Time: 3927.95 ms
[2021-12-08 03:11:20 main:574] : INFO : Epoch 1753 | loss: 0.0311537 | val_loss: 0.0311646 | Time: 3995.92 ms
[2021-12-08 03:11:24 main:574] : INFO : Epoch 1754 | loss: 0.0311542 | val_loss: 0.0311685 | Time: 4105.89 ms
[2021-12-08 03:11:29 main:574] : INFO : Epoch 1755 | loss: 0.0311567 | val_loss: 0.0311633 | Time: 4042.6 ms
[2021-12-08 03:11:33 main:574] : INFO : Epoch 1756 | loss: 0.0311542 | val_loss: 0.0311643 | Time: 4029.98 ms
[2021-12-08 03:11:37 main:574] : INFO : Epoch 1757 | loss: 0.0311541 | val_loss: 0.0311643 | Time: 4028.79 ms
[2021-12-08 03:11:41 main:574] : INFO : Epoch 1758 | loss: 0.0311544 | val_loss: 0.0311645 | Time: 4022.82 ms
[2021-12-08 03:11:45 main:574] : INFO : Epoch 1759 | loss: 0.031156 | val_loss: 0.0311663 | Time: 4061.17 ms
[2021-12-08 03:11:49 main:574] : INFO : Epoch 1760 | loss: 0.0311583 | val_loss: 0.0311647 | Time: 4051.96 ms
[2021-12-08 03:11:53 main:574] : INFO : Epoch 1761 | loss: 0.0311549 | val_loss: 0.031161 | Time: 4029.57 ms
[2021-12-08 03:11:57 main:574] : INFO : Epoch 1762 | loss: 0.0311528 | val_loss: 0.0311618 | Time: 3915.11 ms
[2021-12-08 03:12:01 main:574] : INFO : Epoch 1763 | loss: 0.0311533 | val_loss: 0.0311609 | Time: 4095.45 ms
[2021-12-08 03:12:05 main:574] : INFO : Epoch 1764 | loss: 0.0311523 | val_loss: 0.0311625 | Time: 4081.27 ms
[2021-12-08 03:12:09 main:574] : INFO : Epoch 1765 | loss: 0.031151 | val_loss: 0.0311626 | Time: 4080 ms
[2021-12-08 03:12:13 main:574] : INFO : Epoch 1766 | loss: 0.0311521 | val_loss: 0.0311664 | Time: 3948.09 ms
[2021-12-08 03:12:17 main:574] : INFO : Epoch 1767 | loss: 0.0311561 | val_loss: 0.0311635 | Time: 4021.89 ms
[2021-12-08 03:12:21 main:574] : INFO : Epoch 1768 | loss: 0.0311573 | val_loss: 0.0311628 | Time: 4124.14 ms
[2021-12-08 03:12:25 main:574] : INFO : Epoch 1769 | loss: 0.0311546 | val_loss: 0.0311642 | Time: 4056.24 ms
[2021-12-08 03:12:29 main:574] : INFO : Epoch 1770 | loss: 0.0311544 | val_loss: 0.031169 | Time: 4134.61 ms
[2021-12-08 03:12:33 main:574] : INFO : Epoch 1771 | loss: 0.0311554 | val_loss: 0.0311602 | Time: 4113.36 ms
[2021-12-08 03:12:38 main:574] : INFO : Epoch 1772 | loss: 0.0311568 | val_loss: 0.0311623 | Time: 4129.27 ms
[2021-12-08 03:12:42 main:574] : INFO : Epoch 1773 | loss: 0.031152 | val_loss: 0.0311619 | Time: 4095.8 ms
[2021-12-08 03:12:46 main:574] : INFO : Epoch 1774 | loss: 0.0311512 | val_loss: 0.0311616 | Time: 4077.91 ms
[2021-12-08 03:12:50 main:574] : INFO : Epoch 1775 | loss: 0.0311519 | val_loss: 0.031163 | Time: 3995.29 ms
[2021-12-08 03:12:54 main:574] : INFO : Epoch 1776 | loss: 0.0311546 | val_loss: 0.0311641 | Time: 4018.87 ms
[2021-12-08 03:12:58 main:574] : INFO : Epoch 1777 | loss: 0.0311581 | val_loss: 0.0311695 | Time: 4020.49 ms
[2021-12-08 03:13:02 main:574] : INFO : Epoch 1778 | loss: 0.0311613 | val_loss: 0.0311694 | Time: 3994.28 ms
[2021-12-08 03:13:06 main:574] : INFO : Epoch 1779 | loss: 0.0311592 | val_loss: 0.0311675 | Time: 4026.84 ms
[2021-12-08 03:13:10 main:574] : INFO : Epoch 1780 | loss: 0.0311592 | val_loss: 0.0311627 | Time: 4067.94 ms
[2021-12-08 03:13:14 main:574] : INFO : Epoch 1781 | loss: 0.0311591 | val_loss: 0.0311666 | Time: 3996.56 ms
[2021-12-08 03:13:18 main:574] : INFO : Epoch 1782 | loss: 0.0311584 | val_loss: 0.0311643 | Time: 4035.88 ms
[2021-12-08 03:13:22 main:574] : INFO : Epoch 1783 | loss: 0.0311578 | val_loss: 0.0311634 | Time: 3917.98 ms
[2021-12-08 03:13:26 main:574] : INFO : Epoch 1784 | loss: 0.0311582 | val_loss: 0.0311696 | Time: 3975.02 ms
[2021-12-08 03:13:30 main:574] : INFO : Epoch 1785 | loss: 0.0311571 | val_loss: 0.0311626 | Time: 4045.46 ms
[2021-12-08 03:13:34 main:574] : INFO : Epoch 1786 | loss: 0.0311552 | val_loss: 0.0311617 | Time: 4060.21 ms
[2021-12-08 03:13:38 main:574] : INFO : Epoch 1787 | loss: 0.0311573 | val_loss: 0.0311625 | Time: 4013.51 ms
[2021-12-08 03:13:42 main:574] : INFO : Epoch 1788 | loss: 0.031156 | val_loss: 0.0311588 | Time: 4037.13 ms
[2021-12-08 03:13:46 main:574] : INFO : Epoch 1789 | loss: 0.0311553 | val_loss: 0.0311623 | Time: 4088.83 ms
[2021-12-08 03:13:50 main:574] : INFO : Epoch 1790 | loss: 0.0311561 | val_loss: 0.031163 | Time: 4092.15 ms
[2021-12-08 03:13:54 main:574] : INFO : Epoch 1791 | loss: 0.0311561 | val_loss: 0.0311622 | Time: 3998.47 ms
[2021-12-08 03:13:58 main:574] : INFO : Epoch 1792 | loss: 0.0311558 | val_loss: 0.0311624 | Time: 4037.47 ms
[2021-12-08 03:14:02 main:574] : INFO : Epoch 1793 | loss: 0.0311605 | val_loss: 0.0311727 | Time: 4100.88 ms
[2021-12-08 03:14:07 main:574] : INFO : Epoch 1794 | loss: 0.0311569 | val_loss: 0.0311623 | Time: 4142.86 ms
[2021-12-08 03:14:11 main:574] : INFO : Epoch 1795 | loss: 0.0311545 | val_loss: 0.0311605 | Time: 4032.91 ms
[2021-12-08 03:14:15 main:574] : INFO : Epoch 1796 | loss: 0.031155 | val_loss: 0.0311598 | Time: 4078.73 ms
[2021-12-08 03:14:19 main:574] : INFO : Epoch 1797 | loss: 0.0311552 | val_loss: 0.0311604 | Time: 4069.73 ms
[2021-12-08 03:14:23 main:574] : INFO : Epoch 1798 | loss: 0.0311538 | val_loss: 0.0311616 | Time: 4082.7 ms
[2021-12-08 03:14:27 main:574] : INFO : Epoch 1799 | loss: 0.0311534 | val_loss: 0.0311599 | Time: 4119.92 ms
[2021-12-08 03:14:31 main:574] : INFO : Epoch 1800 | loss: 0.0311535 | val_loss: 0.0311634 | Time: 4089.98 ms
[2021-12-08 03:14:35 main:574] : INFO : Epoch 1801 | loss: 0.0311538 | val_loss: 0.0311614 | Time: 4061.89 ms
[2021-12-08 03:14:39 main:574] : INFO : Epoch 1802 | loss: 0.0311521 | val_loss: 0.0311598 | Time: 3964.18 ms
[2021-12-08 03:14:43 main:574] : INFO : Epoch 1803 | loss: 0.0311519 | val_loss: 0.0311654 | Time: 3966.8 ms
[2021-12-08 03:14:47 main:574] : INFO : Epoch 1804 | loss: 0.031154 | val_loss: 0.0311611 | Time: 3985.92 ms
[2021-12-08 03:14:51 main:574] : INFO : Epoch 1805 | loss: 0.0311522 | val_loss: 0.031161 | Time: 3985.19 ms
[2021-12-08 03:14:55 main:574] : INFO : Epoch 1806 | loss: 0.0311527 | val_loss: 0.0311591 | Time: 4083.27 ms
[2021-12-08 03:14:59 main:574] : INFO : Epoch 1807 | loss: 0.031153 | val_loss: 0.0311609 | Time: 4062.18 ms
[2021-12-08 03:15:03 main:574] : INFO : Epoch 1808 | loss: 0.031152 | val_loss: 0.0311625 | Time: 4120.96 ms
[2021-12-08 03:15:07 main:574] : INFO : Epoch 1809 | loss: 0.0311531 | val_loss: 0.0311581 | Time: 4001.74 ms
[2021-12-08 03:15:11 main:574] : INFO : Epoch 1810 | loss: 0.0311511 | val_loss: 0.0311618 | Time: 3981.51 ms
[2021-12-08 03:15:15 main:574] : INFO : Epoch 1811 | loss: 0.0311511 | val_loss: 0.0311626 | Time: 4065.43 ms
[2021-12-08 03:15:20 main:574] : INFO : Epoch 1812 | loss: 0.0311509 | val_loss: 0.0311602 | Time: 4067.11 ms
[2021-12-08 03:15:24 main:574] : INFO : Epoch 1813 | loss: 0.0311499 | val_loss: 0.0311637 | Time: 4030.49 ms
[2021-12-08 03:15:28 main:574] : INFO : Epoch 1814 | loss: 0.0311516 | val_loss: 0.0311607 | Time: 4040.19 ms
[2021-12-08 03:15:32 main:574] : INFO : Epoch 1815 | loss: 0.0311493 | val_loss: 0.0311606 | Time: 3989.1 ms
[2021-12-08 03:15:36 main:574] : INFO : Epoch 1816 | loss: 0.0311496 | val_loss: 0.0311633 | Time: 4196.27 ms
[2021-12-08 03:15:40 main:574] : INFO : Epoch 1817 | loss: 0.0311508 | val_loss: 0.03116 | Time: 4126.16 ms
[2021-12-08 03:15:44 main:574] : INFO : Epoch 1818 | loss: 0.0311495 | val_loss: 0.0311631 | Time: 4165.79 ms
[2021-12-08 03:15:48 main:574] : INFO : Epoch 1819 | loss: 0.0311521 | val_loss: 0.0311602 | Time: 3989.38 ms
[2021-12-08 03:15:52 main:574] : INFO : Epoch 1820 | loss: 0.0311489 | val_loss: 0.031162 | Time: 4051.6 ms
[2021-12-08 03:15:56 main:574] : INFO : Epoch 1821 | loss: 0.0311484 | val_loss: 0.0311613 | Time: 4082.88 ms
[2021-12-08 03:16:00 main:574] : INFO : Epoch 1822 | loss: 0.0311493 | val_loss: 0.0311593 | Time: 4043.07 ms
[2021-12-08 03:16:04 main:574] : INFO : Epoch 1823 | loss: 0.0311485 | val_loss: 0.0311594 | Time: 3998.29 ms
[2021-12-08 03:16:08 main:574] : INFO : Epoch 1824 | loss: 0.0311482 | val_loss: 0.0311616 | Time: 3984.12 ms
[2021-12-08 03:16:12 main:574] : INFO : Epoch 1825 | loss: 0.0311499 | val_loss: 0.031161 | Time: 3963.83 ms
[2021-12-08 03:16:16 main:574] : INFO : Epoch 1826 | loss: 0.0311481 | val_loss: 0.0311618 | Time: 4001.43 ms
[2021-12-08 03:16:20 main:574] : INFO : Epoch 1827 | loss: 0.0311475 | val_loss: 0.0311612 | Time: 4140.33 ms
[2021-12-08 03:16:25 main:574] : INFO : Epoch 1828 | loss: 0.0311479 | val_loss: 0.0311616 | Time: 4065.71 ms
[2021-12-08 03:16:29 main:574] : INFO : Epoch 1829 | loss: 0.0311487 | val_loss: 0.0311601 | Time: 4096.99 ms
[2021-12-08 03:16:33 main:574] : INFO : Epoch 1830 | loss: 0.0311487 | val_loss: 0.0311618 | Time: 4092.91 ms
[2021-12-08 03:16:37 main:574] : INFO : Epoch 1831 | loss: 0.031149 | val_loss: 0.0311638 | Time: 4048.34 ms
[2021-12-08 03:16:41 main:574] : INFO : Epoch 1832 | loss: 0.0311476 | val_loss: 0.0311617 | Time: 3981.84 ms
[2021-12-08 03:16:45 main:574] : INFO : Epoch 1833 | loss: 0.0311477 | val_loss: 0.0311613 | Time: 3974.65 ms
[2021-12-08 03:16:49 main:574] : INFO : Epoch 1834 | loss: 0.0311485 | val_loss: 0.0311633 | Time: 4017.6 ms
[2021-12-08 03:16:53 main:574] : INFO : Epoch 1835 | loss: 0.0311496 | val_loss: 0.0311707 | Time: 4064.12 ms
[2021-12-08 03:16:57 main:574] : INFO : Epoch 1836 | loss: 0.0311538 | val_loss: 0.0311663 | Time: 3933.62 ms
[2021-12-08 03:17:01 main:574] : INFO : Epoch 1837 | loss: 0.0311526 | val_loss: 0.0311596 | Time: 4012.41 ms
[2021-12-08 03:17:05 main:574] : INFO : Epoch 1838 | loss: 0.03115 | val_loss: 0.0311626 | Time: 4066.21 ms
[2021-12-08 03:17:09 main:574] : INFO : Epoch 1839 | loss: 0.0311485 | val_loss: 0.0311607 | Time: 4097.12 ms
[2021-12-08 03:17:13 main:574] : INFO : Epoch 1840 | loss: 0.0311476 | val_loss: 0.0311646 | Time: 4059.38 ms
[2021-12-08 03:17:17 main:574] : INFO : Epoch 1841 | loss: 0.0311485 | val_loss: 0.0311612 | Time: 4054.27 ms
[2021-12-08 03:17:21 main:574] : INFO : Epoch 1842 | loss: 0.0311478 | val_loss: 0.0311608 | Time: 3978.27 ms
[2021-12-08 03:17:25 main:574] : INFO : Epoch 1843 | loss: 0.0311489 | val_loss: 0.0311631 | Time: 4004.81 ms
[2021-12-08 03:17:29 main:574] : INFO : Epoch 1844 | loss: 0.0311527 | val_loss: 0.0311648 | Time: 3971.66 ms
[2021-12-08 03:17:33 main:574] : INFO : Epoch 1845 | loss: 0.0311571 | val_loss: 0.031168 | Time: 4032.04 ms
[2021-12-08 03:17:37 main:574] : INFO : Epoch 1846 | loss: 0.0311704 | val_loss: 0.0311703 | Time: 4035.83 ms
[2021-12-08 03:17:41 main:574] : INFO : Epoch 1847 | loss: 0.0311683 | val_loss: 0.0311895 | Time: 4088.8 ms
[2021-12-08 03:17:45 main:574] : INFO : Epoch 1848 | loss: 0.031161 | val_loss: 0.0311652 | Time: 4030.24 ms
[2021-12-08 03:17:50 main:574] : INFO : Epoch 1849 | loss: 0.031154 | val_loss: 0.0311588 | Time: 4201.28 ms
[2021-12-08 03:17:54 main:574] : INFO : Epoch 1850 | loss: 0.0311516 | val_loss: 0.0311592 | Time: 4179.89 ms
[2021-12-08 03:17:58 main:574] : INFO : Epoch 1851 | loss: 0.0311513 | val_loss: 0.0311595 | Time: 4095.16 ms
[2021-12-08 03:18:02 main:574] : INFO : Epoch 1852 | loss: 0.0311491 | val_loss: 0.0311605 | Time: 4002.51 ms
[2021-12-08 03:18:06 main:574] : INFO : Epoch 1853 | loss: 0.0311512 | val_loss: 0.0311601 | Time: 3998.28 ms
[2021-12-08 03:18:10 main:574] : INFO : Epoch 1854 | loss: 0.0311513 | val_loss: 0.0311582 | Time: 4035.84 ms
[2021-12-08 03:18:14 main:574] : INFO : Epoch 1855 | loss: 0.0311506 | val_loss: 0.0311584 | Time: 4002.77 ms
[2021-12-08 03:18:18 main:574] : INFO : Epoch 1856 | loss: 0.0311501 | val_loss: 0.0311604 | Time: 4033.05 ms
[2021-12-08 03:18:22 main:574] : INFO : Epoch 1857 | loss: 0.0311502 | val_loss: 0.0311585 | Time: 4002.25 ms
[2021-12-08 03:18:26 main:574] : INFO : Epoch 1858 | loss: 0.0311507 | val_loss: 0.0311592 | Time: 4040.83 ms
[2021-12-08 03:18:30 main:574] : INFO : Epoch 1859 | loss: 0.0311497 | val_loss: 0.0311626 | Time: 4002.66 ms
[2021-12-08 03:18:34 main:574] : INFO : Epoch 1860 | loss: 0.0311506 | val_loss: 0.0311589 | Time: 3959.72 ms
[2021-12-08 03:18:38 main:574] : INFO : Epoch 1861 | loss: 0.0311517 | val_loss: 0.0311602 | Time: 4140.97 ms
[2021-12-08 03:18:42 main:574] : INFO : Epoch 1862 | loss: 0.0311506 | val_loss: 0.0311645 | Time: 3963.95 ms
[2021-12-08 03:18:46 main:574] : INFO : Epoch 1863 | loss: 0.0311522 | val_loss: 0.0311646 | Time: 3959.95 ms
[2021-12-08 03:18:50 main:574] : INFO : Epoch 1864 | loss: 0.0311503 | val_loss: 0.0311591 | Time: 4063.95 ms
[2021-12-08 03:18:54 main:574] : INFO : Epoch 1865 | loss: 0.0311557 | val_loss: 0.0311646 | Time: 3984.3 ms
[2021-12-08 03:18:58 main:574] : INFO : Epoch 1866 | loss: 0.0311529 | val_loss: 0.0311593 | Time: 3964.08 ms
[2021-12-08 03:19:02 main:574] : INFO : Epoch 1867 | loss: 0.0311496 | val_loss: 0.0311593 | Time: 4156.22 ms
[2021-12-08 03:19:06 main:574] : INFO : Epoch 1868 | loss: 0.0311481 | val_loss: 0.0311584 | Time: 4228.87 ms
[2021-12-08 03:19:11 main:574] : INFO : Epoch 1869 | loss: 0.0311478 | val_loss: 0.0311625 | Time: 4080.05 ms
[2021-12-08 03:19:15 main:574] : INFO : Epoch 1870 | loss: 0.0311478 | val_loss: 0.0311627 | Time: 4098.76 ms
[2021-12-08 03:19:19 main:574] : INFO : Epoch 1871 | loss: 0.0311487 | val_loss: 0.0311603 | Time: 4080.9 ms
[2021-12-08 03:19:23 main:574] : INFO : Epoch 1872 | loss: 0.0311488 | val_loss: 0.0311628 | Time: 4167.72 ms
[2021-12-08 03:19:27 main:574] : INFO : Epoch 1873 | loss: 0.0311477 | val_loss: 0.031162 | Time: 4498.4 ms
[2021-12-08 03:19:33 main:574] : INFO : Epoch 1874 | loss: 0.0311472 | val_loss: 0.0311604 | Time: 5095.35 ms
[2021-12-08 03:19:37 main:574] : INFO : Epoch 1875 | loss: 0.0311484 | val_loss: 0.0311614 | Time: 4890.14 ms
[2021-12-08 03:19:43 main:574] : INFO : Epoch 1876 | loss: 0.0311475 | val_loss: 0.0311587 | Time: 5177.57 ms
[2021-12-08 03:19:47 main:574] : INFO : Epoch 1877 | loss: 0.031147 | val_loss: 0.0311588 | Time: 4578.01 ms
[2021-12-08 03:19:51 main:574] : INFO : Epoch 1878 | loss: 0.0311467 | val_loss: 0.0311598 | Time: 4215.85 ms
[2021-12-08 03:19:56 main:574] : INFO : Epoch 1879 | loss: 0.0311478 | val_loss: 0.0311614 | Time: 4175.92 ms
[2021-12-08 03:20:00 main:574] : INFO : Epoch 1880 | loss: 0.0311501 | val_loss: 0.0311636 | Time: 4171.59 ms
[2021-12-08 03:20:04 main:574] : INFO : Epoch 1881 | loss: 0.0311506 | val_loss: 0.0311608 | Time: 4124.32 ms
[2021-12-08 03:20:08 main:574] : INFO : Epoch 1882 | loss: 0.0311504 | val_loss: 0.0311586 | Time: 4215.9 ms
[2021-12-08 03:20:12 main:574] : INFO : Epoch 1883 | loss: 0.0311534 | val_loss: 0.0311594 | Time: 4263.7 ms
[2021-12-08 03:20:17 main:574] : INFO : Epoch 1884 | loss: 0.0311557 | val_loss: 0.0311667 | Time: 4159 ms
[2021-12-08 03:20:21 main:574] : INFO : Epoch 1885 | loss: 0.0311562 | val_loss: 0.031166 | Time: 4332.14 ms
[2021-12-08 03:20:25 main:574] : INFO : Epoch 1886 | loss: 0.0311604 | val_loss: 0.0311628 | Time: 4163.6 ms
[2021-12-08 03:20:29 main:574] : INFO : Epoch 1887 | loss: 0.0311572 | val_loss: 0.0311615 | Time: 4246.36 ms
[2021-12-08 03:20:33 main:574] : INFO : Epoch 1888 | loss: 0.031156 | val_loss: 0.0311641 | Time: 4116.59 ms
[2021-12-08 03:20:37 main:574] : INFO : Epoch 1889 | loss: 0.031152 | val_loss: 0.0311639 | Time: 4005.15 ms
[2021-12-08 03:20:42 main:574] : INFO : Epoch 1890 | loss: 0.0311545 | val_loss: 0.0311702 | Time: 4108.98 ms
[2021-12-08 03:20:46 main:574] : INFO : Epoch 1891 | loss: 0.0311566 | val_loss: 0.0311625 | Time: 4330.42 ms
[2021-12-08 03:20:50 main:574] : INFO : Epoch 1892 | loss: 0.0311541 | val_loss: 0.0311589 | Time: 4327.22 ms
[2021-12-08 03:20:55 main:574] : INFO : Epoch 1893 | loss: 0.0311539 | val_loss: 0.0311601 | Time: 4256.86 ms
[2021-12-08 03:20:59 main:574] : INFO : Epoch 1894 | loss: 0.0311527 | val_loss: 0.031163 | Time: 4017.78 ms
[2021-12-08 03:21:03 main:574] : INFO : Epoch 1895 | loss: 0.0311537 | val_loss: 0.0311634 | Time: 4369.38 ms
[2021-12-08 03:21:07 main:574] : INFO : Epoch 1896 | loss: 0.0311543 | val_loss: 0.0311631 | Time: 4397.82 ms
[2021-12-08 03:21:12 main:574] : INFO : Epoch 1897 | loss: 0.0311536 | val_loss: 0.0311631 | Time: 4787.53 ms
[2021-12-08 03:21:17 main:574] : INFO : Epoch 1898 | loss: 0.0311543 | val_loss: 0.031162 | Time: 4879 ms
[2021-12-08 03:21:22 main:574] : INFO : Epoch 1899 | loss: 0.0311545 | val_loss: 0.0311617 | Time: 4496.04 ms
[2021-12-08 03:21:27 main:574] : INFO : Epoch 1900 | loss: 0.031154 | val_loss: 0.0311627 | Time: 5038.12 ms
[2021-12-08 03:21:32 main:574] : INFO : Epoch 1901 | loss: 0.0311566 | val_loss: 0.0311639 | Time: 4925.69 ms
[2021-12-08 03:21:36 main:574] : INFO : Epoch 1902 | loss: 0.0311579 | val_loss: 0.0311671 | Time: 4648.36 ms
[2021-12-08 03:21:41 main:574] : INFO : Epoch 1903 | loss: 0.0311542 | val_loss: 0.0311665 | Time: 4524.11 ms
[2021-12-08 03:21:45 main:574] : INFO : Epoch 1904 | loss: 0.0311532 | val_loss: 0.0311592 | Time: 4360.87 ms
[2021-12-08 03:21:49 main:574] : INFO : Epoch 1905 | loss: 0.0311515 | val_loss: 0.0311597 | Time: 4359.64 ms
[2021-12-08 03:21:54 main:574] : INFO : Epoch 1906 | loss: 0.0311515 | val_loss: 0.0311581 | Time: 4434.74 ms
[2021-12-08 03:21:58 main:574] : INFO : Epoch 1907 | loss: 0.0311512 | val_loss: 0.0311592 | Time: 4498.52 ms
[2021-12-08 03:22:03 main:574] : INFO : Epoch 1908 | loss: 0.0311518 | val_loss: 0.0311604 | Time: 4514.2 ms
[2021-12-08 03:22:07 main:574] : INFO : Epoch 1909 | loss: 0.0311549 | val_loss: 0.0311589 | Time: 4389.85 ms
[2021-12-08 03:22:12 main:574] : INFO : Epoch 1910 | loss: 0.0311562 | val_loss: 0.0311607 | Time: 4390.63 ms
[2021-12-08 03:22:16 main:574] : INFO : Epoch 1911 | loss: 0.0311531 | val_loss: 0.0311602 | Time: 4395.5 ms
[2021-12-08 03:22:21 main:574] : INFO : Epoch 1912 | loss: 0.0311532 | val_loss: 0.0311665 | Time: 4442.24 ms
[2021-12-08 03:22:25 main:574] : INFO : Epoch 1913 | loss: 0.0311536 | val_loss: 0.0311609 | Time: 4369.49 ms
[2021-12-08 03:22:29 main:574] : INFO : Epoch 1914 | loss: 0.0311549 | val_loss: 0.0311636 | Time: 4235.93 ms
[2021-12-08 03:22:34 main:574] : INFO : Epoch 1915 | loss: 0.0311542 | val_loss: 0.0311632 | Time: 4436.48 ms
[2021-12-08 03:22:38 main:574] : INFO : Epoch 1916 | loss: 0.0311538 | val_loss: 0.0311632 | Time: 4416.24 ms
[2021-12-08 03:22:42 main:574] : INFO : Epoch 1917 | loss: 0.0311518 | val_loss: 0.0311613 | Time: 4322.47 ms
[2021-12-08 03:22:47 main:574] : INFO : Epoch 1918 | loss: 0.0311516 | val_loss: 0.0311608 | Time: 4387.81 ms
[2021-12-08 03:22:51 main:574] : INFO : Epoch 1919 | loss: 0.0311537 | val_loss: 0.031165 | Time: 4374.91 ms
[2021-12-08 03:22:56 main:574] : INFO : Epoch 1920 | loss: 0.0311526 | val_loss: 0.0311628 | Time: 4462.21 ms
[2021-12-08 03:23:00 main:574] : INFO : Epoch 1921 | loss: 0.031153 | val_loss: 0.0311604 | Time: 4352.49 ms
[2021-12-08 03:23:04 main:574] : INFO : Epoch 1922 | loss: 0.0311514 | val_loss: 0.0311615 | Time: 4383.98 ms
[2021-12-08 03:23:09 main:574] : INFO : Epoch 1923 | loss: 0.0311522 | val_loss: 0.0311615 | Time: 4401.63 ms
[2021-12-08 03:23:13 main:574] : INFO : Epoch 1924 | loss: 0.0311523 | val_loss: 0.0311692 | Time: 4442.97 ms
[2021-12-08 03:23:18 main:574] : INFO : Epoch 1925 | loss: 0.0311521 | val_loss: 0.0311595 | Time: 4432.43 ms
[2021-12-08 03:23:22 main:574] : INFO : Epoch 1926 | loss: 0.03115 | val_loss: 0.0311626 | Time: 4443.1 ms
[2021-12-08 03:23:26 main:574] : INFO : Epoch 1927 | loss: 0.0311518 | val_loss: 0.0311616 | Time: 4372.21 ms
[2021-12-08 03:23:31 main:574] : INFO : Epoch 1928 | loss: 0.0311503 | val_loss: 0.0311591 | Time: 4528.99 ms
[2021-12-08 03:23:35 main:574] : INFO : Epoch 1929 | loss: 0.0311499 | val_loss: 0.0311592 | Time: 4406.71 ms
[2021-12-08 03:23:40 main:574] : INFO : Epoch 1930 | loss: 0.0311527 | val_loss: 0.0311587 | Time: 4488.34 ms
[2021-12-08 03:23:44 main:574] : INFO : Epoch 1931 | loss: 0.0311555 | val_loss: 0.0311603 | Time: 4347.24 ms
[2021-12-08 03:23:49 main:574] : INFO : Epoch 1932 | loss: 0.0311538 | val_loss: 0.0311605 | Time: 4531.43 ms
[2021-12-08 03:23:53 main:574] : INFO : Epoch 1933 | loss: 0.031151 | val_loss: 0.0311618 | Time: 4351.09 ms
[2021-12-08 03:23:58 main:574] : INFO : Epoch 1934 | loss: 0.0311524 | val_loss: 0.0311615 | Time: 4379.52 ms
[2021-12-08 03:24:02 main:574] : INFO : Epoch 1935 | loss: 0.0311548 | val_loss: 0.0311571 | Time: 4407.97 ms
[2021-12-08 03:24:07 main:574] : INFO : Epoch 1936 | loss: 0.031155 | val_loss: 0.0311589 | Time: 4544.48 ms
[2021-12-08 03:24:11 main:574] : INFO : Epoch 1937 | loss: 0.0311514 | val_loss: 0.0311592 | Time: 4330.66 ms
[2021-12-08 03:24:15 main:574] : INFO : Epoch 1938 | loss: 0.0311518 | val_loss: 0.0311633 | Time: 4344.79 ms
[2021-12-08 03:24:20 main:574] : INFO : Epoch 1939 | loss: 0.0311521 | val_loss: 0.0311615 | Time: 4524.16 ms
[2021-12-08 03:24:24 main:574] : INFO : Epoch 1940 | loss: 0.0311493 | val_loss: 0.0311589 | Time: 4394.77 ms
[2021-12-08 03:24:29 main:574] : INFO : Epoch 1941 | loss: 0.0311493 | val_loss: 0.031161 | Time: 4348.95 ms
[2021-12-08 03:24:33 main:574] : INFO : Epoch 1942 | loss: 0.0311488 | val_loss: 0.0311586 | Time: 4388.39 ms
[2021-12-08 03:24:37 main:574] : INFO : Epoch 1943 | loss: 0.0311515 | val_loss: 0.0311608 | Time: 4280.36 ms
[2021-12-08 03:24:41 main:574] : INFO : Epoch 1944 | loss: 0.031153 | val_loss: 0.0311613 | Time: 4261.83 ms
[2021-12-08 03:24:46 main:574] : INFO : Epoch 1945 | loss: 0.0311511 | val_loss: 0.0311616 | Time: 4528.99 ms
[2021-12-08 03:24:50 main:574] : INFO : Epoch 1946 | loss: 0.0311519 | val_loss: 0.0311612 | Time: 4291.98 ms
[2021-12-08 03:24:55 main:574] : INFO : Epoch 1947 | loss: 0.0311525 | val_loss: 0.0311654 | Time: 4330.8 ms
[2021-12-08 03:24:59 main:574] : INFO : Epoch 1948 | loss: 0.031153 | val_loss: 0.0311628 | Time: 4491.91 ms
[2021-12-08 03:25:04 main:574] : INFO : Epoch 1949 | loss: 0.031152 | val_loss: 0.0311628 | Time: 4378.92 ms
[2021-12-08 03:25:08 main:574] : INFO : Epoch 1950 | loss: 0.0311493 | val_loss: 0.0311614 | Time: 4494.95 ms
[2021-12-08 03:25:12 main:574] : INFO : Epoch 1951 | loss: 0.0311493 | val_loss: 0.0311613 | Time: 4332.03 ms
[2021-12-08 03:25:17 main:574] : INFO : Epoch 1952 | loss: 0.0311495 | val_loss: 0.0311635 | Time: 4351.73 ms
[2021-12-08 03:25:21 main:574] : INFO : Epoch 1953 | loss: 0.0311496 | val_loss: 0.0311625 | Time: 4329.51 ms
[2021-12-08 03:25:25 main:574] : INFO : Epoch 1954 | loss: 0.0311495 | val_loss: 0.0311659 | Time: 4388.84 ms
[2021-12-08 03:25:30 main:574] : INFO : Epoch 1955 | loss: 0.0311483 | val_loss: 0.031163 | Time: 4365.6 ms
[2021-12-08 03:25:34 main:574] : INFO : Epoch 1956 | loss: 0.031149 | val_loss: 0.031166 | Time: 4404.87 ms
[2021-12-08 03:25:39 main:574] : INFO : Epoch 1957 | loss: 0.0311504 | val_loss: 0.0311667 | Time: 4383.78 ms
[2021-12-08 03:25:43 main:574] : INFO : Epoch 1958 | loss: 0.0311507 | val_loss: 0.0311664 | Time: 4436.65 ms
[2021-12-08 03:25:48 main:574] : INFO : Epoch 1959 | loss: 0.0311518 | val_loss: 0.0311598 | Time: 4424.41 ms
[2021-12-08 03:25:52 main:574] : INFO : Epoch 1960 | loss: 0.0311498 | val_loss: 0.0311625 | Time: 4460.21 ms
[2021-12-08 03:25:56 main:574] : INFO : Epoch 1961 | loss: 0.0311503 | val_loss: 0.0311626 | Time: 4365.97 ms
[2021-12-08 03:26:01 main:574] : INFO : Epoch 1962 | loss: 0.0311505 | val_loss: 0.0311629 | Time: 4420.35 ms
[2021-12-08 03:26:05 main:574] : INFO : Epoch 1963 | loss: 0.0311502 | val_loss: 0.0311617 | Time: 4267.92 ms
[2021-12-08 03:26:09 main:574] : INFO : Epoch 1964 | loss: 0.0311527 | val_loss: 0.0311624 | Time: 4319.12 ms
[2021-12-08 03:26:14 main:574] : INFO : Epoch 1965 | loss: 0.0311564 | val_loss: 0.031164 | Time: 4360.29 ms
[2021-12-08 03:26:18 main:574] : INFO : Epoch 1966 | loss: 0.0311527 | val_loss: 0.0311611 | Time: 4336.13 ms
[2021-12-08 03:26:23 main:574] : INFO : Epoch 1967 | loss: 0.0311533 | val_loss: 0.0311646 | Time: 4576.98 ms
[2021-12-08 03:26:27 main:574] : INFO : Epoch 1968 | loss: 0.0311516 | val_loss: 0.0311629 | Time: 4399.27 ms
[2021-12-08 03:26:31 main:574] : INFO : Epoch 1969 | loss: 0.0311505 | val_loss: 0.03116 | Time: 4325.97 ms
[2021-12-08 03:26:36 main:574] : INFO : Epoch 1970 | loss: 0.031149 | val_loss: 0.031162 | Time: 4523.22 ms
[2021-12-08 03:26:40 main:574] : INFO : Epoch 1971 | loss: 0.031149 | val_loss: 0.0311612 | Time: 4477.69 ms
[2021-12-08 03:26:45 main:574] : INFO : Epoch 1972 | loss: 0.0311501 | val_loss: 0.0311628 | Time: 4314.63 ms
[2021-12-08 03:26:49 main:574] : INFO : Epoch 1973 | loss: 0.0311549 | val_loss: 0.0311631 | Time: 4274.06 ms
[2021-12-08 03:26:53 main:574] : INFO : Epoch 1974 | loss: 0.0311541 | val_loss: 0.0311596 | Time: 4205.31 ms
[2021-12-08 03:26:58 main:574] : INFO : Epoch 1975 | loss: 0.0311547 | val_loss: 0.0311631 | Time: 4411.93 ms
[2021-12-08 03:27:02 main:574] : INFO : Epoch 1976 | loss: 0.0311558 | val_loss: 0.0311614 | Time: 4328.89 ms
[2021-12-08 03:27:06 main:574] : INFO : Epoch 1977 | loss: 0.0311546 | val_loss: 0.031162 | Time: 4473.3 ms
[2021-12-08 03:27:11 main:574] : INFO : Epoch 1978 | loss: 0.0311534 | val_loss: 0.0311599 | Time: 4395.69 ms
[2021-12-08 03:27:15 main:574] : INFO : Epoch 1979 | loss: 0.0311536 | val_loss: 0.0311607 | Time: 4439.09 ms
[2021-12-08 03:27:20 main:574] : INFO : Epoch 1980 | loss: 0.0311531 | val_loss: 0.0311685 | Time: 4565.28 ms
[2021-12-08 03:27:24 main:574] : INFO : Epoch 1981 | loss: 0.0311561 | val_loss: 0.0311637 | Time: 4297.89 ms
[2021-12-08 03:27:29 main:574] : INFO : Epoch 1982 | loss: 0.0311556 | val_loss: 0.0311673 | Time: 4473.79 ms
[2021-12-08 03:27:33 main:574] : INFO : Epoch 1983 | loss: 0.0311523 | val_loss: 0.0311628 | Time: 4358.37 ms
[2021-12-08 03:27:37 main:574] : INFO : Epoch 1984 | loss: 0.0311526 | val_loss: 0.0311647 | Time: 4282.88 ms
[2021-12-08 03:27:42 main:574] : INFO : Epoch 1985 | loss: 0.031152 | val_loss: 0.0311605 | Time: 4308.67 ms
[2021-12-08 03:27:46 main:574] : INFO : Epoch 1986 | loss: 0.0311501 | val_loss: 0.0311635 | Time: 4326.9 ms
[2021-12-08 03:27:50 main:574] : INFO : Epoch 1987 | loss: 0.0311509 | val_loss: 0.0311626 | Time: 4246.09 ms
[2021-12-08 03:27:55 main:574] : INFO : Epoch 1988 | loss: 0.0311511 | val_loss: 0.0311609 | Time: 4394.48 ms
[2021-12-08 03:27:59 main:574] : INFO : Epoch 1989 | loss: 0.0311535 | val_loss: 0.031161 | Time: 4357.4 ms
[2021-12-08 03:28:03 main:574] : INFO : Epoch 1990 | loss: 0.03115 | val_loss: 0.0311602 | Time: 4303.88 ms
[2021-12-08 03:28:08 main:574] : INFO : Epoch 1991 | loss: 0.031147 | val_loss: 0.0311614 | Time: 4409.35 ms
[2021-12-08 03:28:12 main:574] : INFO : Epoch 1992 | loss: 0.0311494 | val_loss: 0.0311636 | Time: 4457.9 ms
[2021-12-08 03:28:17 main:574] : INFO : Epoch 1993 | loss: 0.0311481 | val_loss: 0.0311639 | Time: 4380.76 ms
[2021-12-08 03:28:21 main:574] : INFO : Epoch 1994 | loss: 0.0311491 | val_loss: 0.0311612 | Time: 4444.64 ms
[2021-12-08 03:28:25 main:574] : INFO : Epoch 1995 | loss: 0.031149 | val_loss: 0.0311631 | Time: 4267.75 ms
[2021-12-08 03:28:30 main:574] : INFO : Epoch 1996 | loss: 0.0311499 | val_loss: 0.0311605 | Time: 4286.69 ms
[2021-12-08 03:28:34 main:574] : INFO : Epoch 1997 | loss: 0.0311489 | val_loss: 0.03116 | Time: 4311.48 ms
[2021-12-08 03:28:38 main:574] : INFO : Epoch 1998 | loss: 0.0311473 | val_loss: 0.0311625 | Time: 4295.14 ms
[2021-12-08 03:28:43 main:574] : INFO : Epoch 1999 | loss: 0.0311469 | val_loss: 0.031162 | Time: 4435.75 ms
[2021-12-08 03:28:47 main:574] : INFO : Epoch 2000 | loss: 0.0311463 | val_loss: 0.0311621 | Time: 4433.76 ms
[2021-12-08 03:28:52 main:574] : INFO : Epoch 2001 | loss: 0.0311541 | val_loss: 0.0311616 | Time: 4423.56 ms
[2021-12-08 03:28:56 main:574] : INFO : Epoch 2002 | loss: 0.0311539 | val_loss: 0.0311616 | Time: 4331.95 ms
[2021-12-08 03:29:01 main:574] : INFO : Epoch 2003 | loss: 0.0311512 | val_loss: 0.0311609 | Time: 4597.12 ms
[2021-12-08 03:29:05 main:574] : INFO : Epoch 2004 | loss: 0.0311516 | val_loss: 0.0311631 | Time: 4474.98 ms
[2021-12-08 03:29:09 main:574] : INFO : Epoch 2005 | loss: 0.0311484 | val_loss: 0.0311644 | Time: 4232.41 ms
[2021-12-08 03:29:14 main:574] : INFO : Epoch 2006 | loss: 0.0311487 | val_loss: 0.031164 | Time: 4322.98 ms
[2021-12-08 03:29:18 main:574] : INFO : Epoch 2007 | loss: 0.0311505 | val_loss: 0.0311604 | Time: 4328.64 ms
[2021-12-08 03:29:22 main:574] : INFO : Epoch 2008 | loss: 0.031153 | val_loss: 0.0311626 | Time: 4412.06 ms
[2021-12-08 03:29:27 main:574] : INFO : Epoch 2009 | loss: 0.0311501 | val_loss: 0.0311599 | Time: 4231.01 ms
[2021-12-08 03:29:31 main:574] : INFO : Epoch 2010 | loss: 0.0311488 | val_loss: 0.0311603 | Time: 4323.52 ms
[2021-12-08 03:29:35 main:574] : INFO : Epoch 2011 | loss: 0.0311476 | val_loss: 0.0311602 | Time: 4348.55 ms
[2021-12-08 03:29:40 main:574] : INFO : Epoch 2012 | loss: 0.0311471 | val_loss: 0.0311618 | Time: 4475.24 ms
[2021-12-08 03:29:44 main:574] : INFO : Epoch 2013 | loss: 0.0311462 | val_loss: 0.0311638 | Time: 4442.67 ms
[2021-12-08 03:29:49 main:574] : INFO : Epoch 2014 | loss: 0.0311461 | val_loss: 0.0311605 | Time: 4380.09 ms
[2021-12-08 03:29:53 main:574] : INFO : Epoch 2015 | loss: 0.0311463 | val_loss: 0.0311625 | Time: 4423.19 ms
[2021-12-08 03:29:57 main:574] : INFO : Epoch 2016 | loss: 0.031148 | val_loss: 0.0311614 | Time: 4488.54 ms
[2021-12-08 03:30:02 main:574] : INFO : Epoch 2017 | loss: 0.0311462 | val_loss: 0.0311611 | Time: 4290.43 ms
[2021-12-08 03:30:06 main:574] : INFO : Epoch 2018 | loss: 0.0311451 | val_loss: 0.0311601 | Time: 4461.63 ms
[2021-12-08 03:30:11 main:574] : INFO : Epoch 2019 | loss: 0.0311454 | val_loss: 0.0311583 | Time: 4496.43 ms
[2021-12-08 03:30:15 main:574] : INFO : Epoch 2020 | loss: 0.0311477 | val_loss: 0.0311606 | Time: 4505.25 ms
[2021-12-08 03:30:20 main:574] : INFO : Epoch 2021 | loss: 0.031147 | val_loss: 0.0311652 | Time: 4264.13 ms
[2021-12-08 03:30:24 main:574] : INFO : Epoch 2022 | loss: 0.0311463 | val_loss: 0.0311605 | Time: 4387.66 ms
[2021-12-08 03:30:28 main:574] : INFO : Epoch 2023 | loss: 0.0311441 | val_loss: 0.031162 | Time: 4210.37 ms
[2021-12-08 03:30:32 main:574] : INFO : Epoch 2024 | loss: 0.0311447 | val_loss: 0.0311612 | Time: 4297.74 ms
[2021-12-08 03:30:37 main:574] : INFO : Epoch 2025 | loss: 0.0311456 | val_loss: 0.0311593 | Time: 4277.4 ms
[2021-12-08 03:30:41 main:574] : INFO : Epoch 2026 | loss: 0.0311488 | val_loss: 0.0311635 | Time: 4244.24 ms
[2021-12-08 03:30:45 main:574] : INFO : Epoch 2027 | loss: 0.0311473 | val_loss: 0.0311598 | Time: 4235.52 ms
[2021-12-08 03:30:50 main:574] : INFO : Epoch 2028 | loss: 0.0311481 | val_loss: 0.0311608 | Time: 4281.29 ms
[2021-12-08 03:30:54 main:574] : INFO : Epoch 2029 | loss: 0.0311516 | val_loss: 0.031163 | Time: 4324.66 ms
[2021-12-08 03:30:58 main:574] : INFO : Epoch 2030 | loss: 0.0311501 | val_loss: 0.0311603 | Time: 4237.95 ms
[2021-12-08 03:31:02 main:574] : INFO : Epoch 2031 | loss: 0.031146 | val_loss: 0.0311637 | Time: 4393.71 ms
[2021-12-08 03:31:07 main:574] : INFO : Epoch 2032 | loss: 0.0311443 | val_loss: 0.0311632 | Time: 4446.13 ms
[2021-12-08 03:31:11 main:574] : INFO : Epoch 2033 | loss: 0.0311439 | val_loss: 0.0311611 | Time: 4374.22 ms
[2021-12-08 03:31:16 main:574] : INFO : Epoch 2034 | loss: 0.031143 | val_loss: 0.0311577 | Time: 4411.77 ms
[2021-12-08 03:31:20 main:574] : INFO : Epoch 2035 | loss: 0.0311428 | val_loss: 0.0311604 | Time: 4430.81 ms
[2021-12-08 03:31:25 main:574] : INFO : Epoch 2036 | loss: 0.0311433 | val_loss: 0.0311592 | Time: 4350.79 ms
[2021-12-08 03:31:29 main:574] : INFO : Epoch 2037 | loss: 0.0311435 | val_loss: 0.0311603 | Time: 4359.68 ms
[2021-12-08 03:31:33 main:574] : INFO : Epoch 2038 | loss: 0.0311443 | val_loss: 0.0311603 | Time: 4292.22 ms
[2021-12-08 03:31:38 main:574] : INFO : Epoch 2039 | loss: 0.0311438 | val_loss: 0.0311611 | Time: 4334.38 ms
[2021-12-08 03:31:42 main:574] : INFO : Epoch 2040 | loss: 0.0311457 | val_loss: 0.0311597 | Time: 4391.96 ms
[2021-12-08 03:31:46 main:574] : INFO : Epoch 2041 | loss: 0.0311454 | val_loss: 0.0311635 | Time: 4322.84 ms
[2021-12-08 03:31:51 main:574] : INFO : Epoch 2042 | loss: 0.0311472 | val_loss: 0.031161 | Time: 4304.96 ms
[2021-12-08 03:31:55 main:574] : INFO : Epoch 2043 | loss: 0.0311445 | val_loss: 0.0311672 | Time: 4394.59 ms
[2021-12-08 03:31:59 main:574] : INFO : Epoch 2044 | loss: 0.0311427 | val_loss: 0.0311684 | Time: 4375 ms
[2021-12-08 03:32:04 main:574] : INFO : Epoch 2045 | loss: 0.031144 | val_loss: 0.0311649 | Time: 4373.33 ms
[2021-12-08 03:32:08 main:574] : INFO : Epoch 2046 | loss: 0.0311458 | val_loss: 0.0311612 | Time: 4359.57 ms
[2021-12-08 03:32:12 main:574] : INFO : Epoch 2047 | loss: 0.0311459 | val_loss: 0.0311629 | Time: 4232.23 ms
[2021-12-08 03:32:17 main:574] : INFO : Epoch 2048 | loss: 0.0311471 | val_loss: 0.0311622 | Time: 4321.25 ms
[2021-12-08 03:32:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311622
[2021-12-08 03:32:17 main:603] : INFO : Saving end state to config to file
[2021-12-08 03:32:17 main:608] : INFO : Success, exiting..
03:32:17 (6692): 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)