Task 3749584
| Name | ParityModified-1608175996-4167-6_0 |
| Workunit | 1927279 |
| Created | 21 Jan 2021, 12:34:44 UTC |
| Sent | 22 Jan 2021, 11:06:57 UTC |
| Report deadline | 29 Jan 2021, 11:06:57 UTC |
| Received | 22 Jan 2021, 14:30:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2877 |
| Run time | 2 hours 13 min 50 sec |
| CPU time | 1 hours 57 min 25 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,343.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 57:04 main:574] : INFO : Epoch 1542 | loss: 0.031165 | val_loss: 0.0311652 | Time: 3874.53 ms [2021-01-22 04:57:08 main:574] : INFO : Epoch 1543 | loss: 0.0311648 | val_loss: 0.0311664 | Time: 4019.25 ms [2021-01-22 04:57:12 main:574] : INFO : Epoch 1544 | loss: 0.0311664 | val_loss: 0.0311689 | Time: 3609.92 ms [2021-01-22 04:57:16 main:574] : INFO : Epoch 1545 | loss: 0.0311661 | val_loss: 0.0311656 | Time: 3580.16 ms [2021-01-22 04:57:19 main:574] : INFO : Epoch 1546 | loss: 0.0311678 | val_loss: 0.0311709 | Time: 3699.94 ms [2021-01-22 04:57:23 main:574] : INFO : Epoch 1547 | loss: 0.0311701 | val_loss: 0.0311687 | Time: 3661.98 ms [2021-01-22 04:57:27 main:574] : INFO : Epoch 1548 | loss: 0.0311685 | val_loss: 0.0311696 | Time: 3950.1 ms [2021-01-22 04:57:31 main:574] : INFO : Epoch 1549 | loss: 0.0311685 | val_loss: 0.0311692 | Time: 3695.45 ms [2021-01-22 04:57:35 main:574] : INFO : Epoch 1550 | loss: 0.0311696 | val_loss: 0.0311702 | Time: 4122.6 ms [2021-01-22 04:57:39 main:574] : INFO : Epoch 1551 | loss: 0.0311684 | val_loss: 0.0311684 | Time: 3941.46 ms [2021-01-22 04:57:43 main:574] : INFO : Epoch 1552 | loss: 0.0311681 | val_loss: 0.0311697 | Time: 3501.11 ms [2021-01-22 04:57:47 main:574] : INFO : Epoch 1553 | loss: 0.0311675 | val_loss: 0.0311671 | Time: 3918.04 ms [2021-01-22 04:57:51 main:574] : INFO : Epoch 1554 | loss: 0.0311662 | val_loss: 0.0311682 | Time: 3973.34 ms [2021-01-22 04:57:55 main:574] : INFO : Epoch 1555 | loss: 0.0311661 | val_loss: 0.0311682 | Time: 4034.52 ms [2021-01-22 04:57:59 main:574] : INFO : Epoch 1556 | loss: 0.0311664 | val_loss: 0.0311682 | Time: 3941.44 ms [2021-01-22 04:58:04 main:574] : INFO : Epoch 1557 | loss: 0.0311667 | val_loss: 0.0311683 | Time: 4100.69 ms [2021-01-22 04:58:07 main:574] : INFO : Epoch 1558 | loss: 0.0311655 | val_loss: 0.0311676 | Time: 3508.2 ms [2021-01-22 04:58:11 main:574] : INFO : Epoch 1559 | loss: 0.0311646 | val_loss: 0.0311685 | Time: 3452.46 ms [2021-01-22 04:58:15 main:574] : INFO : Epoch 1560 | loss: 0.0311648 | val_loss: 0.0311665 | Time: 4079.26 ms [2021-01-22 04:58:19 main:574] : INFO : Epoch 1561 | loss: 0.031164 | val_loss: 0.0311678 | Time: 3607.2 ms [2021-01-22 04:58:22 main:574] : INFO : Epoch 1562 | loss: 0.0311638 | val_loss: 0.031168 | Time: 3568.48 ms [2021-01-22 04:58:26 main:574] : INFO : Epoch 1563 | loss: 0.0311635 | val_loss: 0.0311668 | Time: 3601.08 ms [2021-01-22 04:58:30 main:574] : INFO : Epoch 1564 | loss: 0.0311644 | val_loss: 0.0311734 | Time: 4029.38 ms [2021-01-22 04:58:34 main:574] : INFO : Epoch 1565 | loss: 0.031166 | val_loss: 0.0311692 | Time: 3464.33 ms [2021-01-22 04:58:38 main:574] : INFO : Epoch 1566 | loss: 0.0311654 | val_loss: 0.0311722 | Time: 3927.57 ms [2021-01-22 04:58:42 main:574] : INFO : Epoch 1567 | loss: 0.0311668 | val_loss: 0.0311705 | Time: 3620.26 ms [2021-01-22 04:58:45 main:574] : INFO : Epoch 1568 | loss: 0.0311655 | val_loss: 0.0311694 | Time: 3602.64 ms [2021-01-22 04:58:49 main:574] : INFO : Epoch 1569 | loss: 0.0311653 | val_loss: 0.0311708 | Time: 3719.24 ms [2021-01-22 04:58:53 main:574] : INFO : Epoch 1570 | loss: 0.0311661 | val_loss: 0.0311708 | Time: 3679 ms [2021-01-22 04:58:57 main:574] : INFO : Epoch 1571 | loss: 0.0311646 | val_loss: 0.0311678 | Time: 3932.55 ms [2021-01-22 04:59:01 main:574] : INFO : Epoch 1572 | loss: 0.0311648 | val_loss: 0.031171 | Time: 4001 ms [2021-01-22 04:59:05 main:574] : INFO : Epoch 1573 | loss: 0.0311658 | val_loss: 0.0311748 | Time: 3729.37 ms [2021-01-22 04:59:09 main:574] : INFO : Epoch 1574 | loss: 0.0311666 | val_loss: 0.0311718 | Time: 3464.81 ms [2021-01-22 04:59:12 main:574] : INFO : Epoch 1575 | loss: 0.0311653 | val_loss: 0.0311683 | Time: 3456.05 ms [2021-01-22 04:59:16 main:574] : INFO : Epoch 1576 | loss: 0.0311642 | val_loss: 0.0311705 | Time: 3535.41 ms [2021-01-22 04:59:20 main:574] : INFO : Epoch 1577 | loss: 0.0311645 | val_loss: 0.0311692 | Time: 4092.06 ms [2021-01-22 04:59:24 main:574] : INFO : Epoch 1578 | loss: 0.0311632 | val_loss: 0.0311686 | Time: 3978.42 ms [2021-01-22 04:59:28 main:574] : INFO : Epoch 1579 | loss: 0.0311643 | val_loss: 0.0311721 | Time: 3471.04 ms [2021-01-22 04:59:32 main:574] : INFO : Epoch 1580 | loss: 0.0311635 | val_loss: 0.0311693 | Time: 3884.14 ms [2021-01-22 04:59:36 main:574] : INFO : Epoch 1581 | loss: 0.0311644 | val_loss: 0.0311716 | Time: 3672.05 ms [2021-01-22 04:59:39 main:574] : INFO : Epoch 1582 | loss: 0.0311639 | val_loss: 0.0311693 | Time: 3566.53 ms [2021-01-22 04:59:43 main:574] : INFO : Epoch 1583 | loss: 0.0311658 | val_loss: 0.031169 | Time: 3611.9 ms [2021-01-22 04:59:47 main:574] : INFO : Epoch 1584 | loss: 0.0311642 | val_loss: 0.0311699 | Time: 3632.74 ms [2021-01-22 04:59:51 main:574] : INFO : Epoch 1585 | loss: 0.0311649 | val_loss: 0.0311676 | Time: 4050.93 ms [2021-01-22 04:59:55 main:574] : INFO : Epoch 1586 | loss: 0.0311648 | val_loss: 0.0311701 | Time: 3500.66 ms [2021-01-22 04:59:59 main:574] : INFO : Epoch 1587 | loss: 0.0311656 | val_loss: 0.0311688 | Time: 3878.68 ms [2021-01-22 05:00:03 main:574] : INFO : Epoch 1588 | loss: 0.031165 | val_loss: 0.0311699 | Time: 4074.65 ms [2021-01-22 05:00:07 main:574] : INFO : Epoch 1589 | loss: 0.0311636 | val_loss: 0.0311694 | Time: 3941.21 ms [2021-01-22 05:00:11 main:574] : INFO : Epoch 1590 | loss: 0.0311636 | val_loss: 0.031168 | Time: 3887.49 ms [2021-01-22 05:00:15 main:574] : INFO : Epoch 1591 | loss: 0.0311635 | val_loss: 0.0311685 | Time: 3451.84 ms [2021-01-22 05:00:19 main:574] : INFO : Epoch 1592 | loss: 0.0311637 | val_loss: 0.0311718 | Time: 3999.88 ms [2021-01-22 05:00:22 main:574] : INFO : Epoch 1593 | loss: 0.0311637 | val_loss: 0.0311681 | Time: 3536.38 ms [2021-01-22 05:00:26 main:574] : INFO : Epoch 1594 | loss: 0.0311623 | val_loss: 0.0311684 | Time: 3959.87 ms [2021-01-22 05:00:30 main:574] : INFO : Epoch 1595 | loss: 0.0311641 | val_loss: 0.0311711 | Time: 3509.82 ms [2021-01-22 05:00:34 main:574] : INFO : Epoch 1596 | loss: 0.0311644 | val_loss: 0.0311697 | Time: 3451.9 ms [2021-01-22 05:00:38 main:574] : INFO : Epoch 1597 | loss: 0.0311673 | val_loss: 0.0311703 | Time: 3863.73 ms [2021-01-22 05:00:41 main:574] : INFO : Epoch 1598 | loss: 0.0311665 | val_loss: 0.0311709 | Time: 3676.02 ms [2021-01-22 05:00:45 main:574] : INFO : Epoch 1599 | loss: 0.0311668 | val_loss: 0.0311726 | Time: 3632.3 ms [2021-01-22 05:00:49 main:574] : INFO : Epoch 1600 | loss: 0.0311638 | val_loss: 0.031169 | Time: 3488.88 ms [2021-01-22 05:00:53 main:574] : INFO : Epoch 1601 | loss: 0.0311646 | val_loss: 0.0311726 | Time: 3791.7 ms [2021-01-22 05:00:56 main:574] : INFO : Epoch 1602 | loss: 0.0311642 | val_loss: 0.0311715 | Time: 3711.2 ms [2021-01-22 05:01:00 main:574] : INFO : Epoch 1603 | loss: 0.0311634 | val_loss: 0.0311691 | Time: 3953.14 ms [2021-01-22 05:01:05 main:574] : INFO : Epoch 1604 | loss: 0.0311627 | val_loss: 0.0311679 | Time: 4075.69 ms [2021-01-22 05:01:09 main:574] : INFO : Epoch 1605 | loss: 0.0311648 | val_loss: 0.0311682 | Time: 3955.21 ms [2021-01-22 05:01:13 main:574] : INFO : Epoch 1606 | loss: 0.0311647 | val_loss: 0.03117 | Time: 3898.59 ms [2021-01-22 05:01:16 main:574] : INFO : Epoch 1607 | loss: 0.0311642 | val_loss: 0.0311695 | Time: 3611.31 ms [2021-01-22 05:01:21 main:574] : INFO : Epoch 1608 | loss: 0.0311631 | val_loss: 0.0311727 | Time: 4142.36 ms [2021-01-22 05:01:25 main:574] : INFO : Epoch 1609 | loss: 0.0311641 | val_loss: 0.0311677 | Time: 3763.96 ms [2021-01-22 05:01:29 main:574] : INFO : Epoch 1610 | loss: 0.0311634 | val_loss: 0.0311684 | Time: 4057.36 ms [2021-01-22 05:01:32 main:574] : INFO : Epoch 1611 | loss: 0.031168 | val_loss: 0.0311667 | Time: 3624 ms [2021-01-22 05:01:37 main:574] : INFO : Epoch 1612 | loss: 0.0311645 | val_loss: 0.0311679 | Time: 3987.51 ms [2021-01-22 05:01:41 main:574] : INFO : Epoch 1613 | loss: 0.0311616 | val_loss: 0.0311653 | Time: 3912.21 ms [2021-01-22 05:01:44 main:574] : INFO : Epoch 1614 | loss: 0.0311604 | val_loss: 0.031164 | Time: 3513.05 ms [2021-01-22 05:01:48 main:574] : INFO : Epoch 1615 | loss: 0.0311604 | val_loss: 0.0311657 | Time: 3617.2 ms [2021-01-22 05:01:52 main:574] : INFO : Epoch 1616 | loss: 0.0311606 | val_loss: 0.0311685 | Time: 3856.48 ms [2021-01-22 05:01:56 main:574] : INFO : Epoch 1617 | loss: 0.0311612 | val_loss: 0.0311669 | Time: 3608.09 ms [2021-01-22 05:02:00 main:574] : INFO : Epoch 1618 | loss: 0.0311615 | val_loss: 0.0311668 | Time: 3820.61 ms [2021-01-22 05:02:04 main:574] : INFO : Epoch 1619 | loss: 0.0311611 | val_loss: 0.0311689 | Time: 3821.99 ms [2021-01-22 05:02:07 main:574] : INFO : Epoch 1620 | loss: 0.0311601 | val_loss: 0.0311672 | Time: 3580.12 ms [2021-01-22 05:02:11 main:574] : INFO : Epoch 1621 | loss: 0.0311591 | val_loss: 0.0311667 | Time: 3543.27 ms [2021-01-22 05:02:15 main:574] : INFO : Epoch 1622 | loss: 0.0311597 | val_loss: 0.031169 | Time: 3507.7 ms [2021-01-22 05:02:19 main:574] : INFO : Epoch 1623 | loss: 0.03116 | val_loss: 0.031182 | Time: 3979.76 ms [2021-01-22 05:02:22 main:574] : INFO : Epoch 1624 | loss: 0.0311611 | val_loss: 0.031169 | Time: 3447.2 ms [2021-01-22 05:02:26 main:574] : INFO : Epoch 1625 | loss: 0.0311609 | val_loss: 0.0311663 | Time: 3824.91 ms [2021-01-22 05:02:30 main:574] : INFO : Epoch 1626 | loss: 0.0311608 | val_loss: 0.0311691 | Time: 3813.25 ms [2021-01-22 05:02:34 main:574] : INFO : Epoch 1627 | loss: 0.0311636 | val_loss: 0.0311698 | Time: 4046 ms [2021-01-22 05:02:38 main:574] : INFO : Epoch 1628 | loss: 0.0311655 | val_loss: 0.0311664 | Time: 3873.52 ms [2021-01-22 05:02:42 main:574] : INFO : Epoch 1629 | loss: 0.0311635 | val_loss: 0.0311675 | Time: 3985.33 ms [2021-01-22 05:02:46 main:574] : INFO : Epoch 1630 | loss: 0.0311628 | val_loss: 0.0311696 | Time: 3820.58 ms [2021-01-22 05:02:50 main:574] : INFO : Epoch 1631 | loss: 0.031162 | val_loss: 0.0311718 | Time: 3995.97 ms [2021-01-22 05:02:55 main:574] : INFO : Epoch 1632 | loss: 0.0311633 | val_loss: 0.0311682 | Time: 4013.76 ms [2021-01-22 05:02:59 main:574] : INFO : Epoch 1633 | loss: 0.0311631 | val_loss: 0.0311679 | Time: 4000.42 ms [2021-01-22 05:03:03 main:574] : INFO : Epoch 1634 | loss: 0.0311674 | val_loss: 0.031171 | Time: 4051.89 ms [2021-01-22 05:03:07 main:574] : INFO : Epoch 1635 | loss: 0.0311648 | val_loss: 0.03117 | Time: 4051.61 ms [2021-01-22 05:03:11 main:574] : INFO : Epoch 1636 | loss: 0.0311628 | val_loss: 0.0311722 | Time: 3940.05 ms [2021-01-22 05:03:15 main:574] : INFO : Epoch 1637 | loss: 0.0311635 | val_loss: 0.0311711 | Time: 3859.96 ms [2021-01-22 05:03:19 main:574] : INFO : Epoch 1638 | loss: 0.0311639 | val_loss: 0.031171 | Time: 3680.99 ms [2021-01-22 05:03:23 main:574] : INFO : Epoch 1639 | loss: 0.0311657 | val_loss: 0.0311685 | Time: 3909.3 ms [2021-01-22 05:03:27 main:574] : INFO : Epoch 1640 | loss: 0.0311651 | val_loss: 0.0311681 | Time: 3495.43 ms [2021-01-22 05:03:30 main:574] : INFO : Epoch 1641 | loss: 0.0311659 | val_loss: 0.0311695 | Time: 3648.57 ms [2021-01-22 05:03:34 main:574] : INFO : Epoch 1642 | loss: 0.0311654 | val_loss: 0.0311665 | Time: 3861.76 ms [2021-01-22 05:03:38 main:574] : INFO : Epoch 1643 | loss: 0.031164 | val_loss: 0.0311658 | Time: 3962.68 ms [2021-01-22 05:03:42 main:574] : INFO : Epoch 1644 | loss: 0.0311619 | val_loss: 0.0311684 | Time: 3701.64 ms [2021-01-22 05:03:46 main:574] : INFO : Epoch 1645 | loss: 0.0311625 | val_loss: 0.0311663 | Time: 3513.12 ms [2021-01-22 05:03:50 main:574] : INFO : Epoch 1646 | loss: 0.0311629 | val_loss: 0.0311664 | Time: 3706.41 ms [2021-01-22 05:03:53 main:574] : INFO : Epoch 1647 | loss: 0.0311628 | val_loss: 0.0311667 | Time: 3592.27 ms [2021-01-22 05:03:57 main:574] : INFO : Epoch 1648 | loss: 0.0311612 | val_loss: 0.031164 | Time: 4078.47 ms [2021-01-22 05:04:02 main:574] : INFO : Epoch 1649 | loss: 0.0311623 | val_loss: 0.0311654 | Time: 4142.73 ms [2021-01-22 05:04:06 main:574] : INFO : Epoch 1650 | loss: 0.0311628 | val_loss: 0.0311672 | Time: 3923.1 ms [2021-01-22 05:04:10 main:574] : INFO : Epoch 1651 | loss: 0.0311613 | val_loss: 0.0311671 | Time: 3564.75 ms [2021-01-22 05:04:13 main:574] : INFO : Epoch 1652 | loss: 0.0311617 | val_loss: 0.0311676 | Time: 3576.61 ms [2021-01-22 05:04:17 main:574] : INFO : Epoch 1653 | loss: 0.0311632 | val_loss: 0.0311679 | Time: 3918.37 ms [2021-01-22 05:04:21 main:574] : INFO : Epoch 1654 | loss: 0.0311631 | val_loss: 0.0311736 | Time: 4067.05 ms [2021-01-22 05:04:25 main:574] : INFO : Epoch 1655 | loss: 0.0311642 | val_loss: 0.0311679 | Time: 3671.29 ms [2021-01-22 05:04:29 main:574] : INFO : Epoch 1656 | loss: 0.0311639 | val_loss: 0.0311685 | Time: 3550.96 ms [2021-01-22 05:04:33 main:574] : INFO : Epoch 1657 | loss: 0.0311639 | val_loss: 0.0311728 | Time: 3620.07 ms [2021-01-22 05:04:37 main:574] : INFO : Epoch 1658 | loss: 0.0311619 | val_loss: 0.0311684 | Time: 3982.07 ms [2021-01-22 05:04:40 main:574] : INFO : Epoch 1659 | loss: 0.0311614 | val_loss: 0.0311669 | Time: 3636.1 ms [2021-01-22 05:04:44 main:574] : INFO : Epoch 1660 | loss: 0.0311626 | val_loss: 0.0311721 | Time: 3906.18 ms [2021-01-22 05:04:48 main:574] : INFO : Epoch 1661 | loss: 0.0311614 | val_loss: 0.0311677 | Time: 3613.73 ms [2021-01-22 05:04:52 main:574] : INFO : Epoch 1662 | loss: 0.0311618 | val_loss: 0.0311671 | Time: 3811.82 ms [2021-01-22 05:04:56 main:574] : INFO : Epoch 1663 | loss: 0.0311605 | val_loss: 0.0311684 | Time: 3559.36 ms [2021-01-22 05:05:00 main:574] : INFO : Epoch 1664 | loss: 0.031161 | val_loss: 0.0311665 | Time: 4117.63 ms [2021-01-22 05:05:04 main:574] : INFO : Epoch 1665 | loss: 0.0311606 | val_loss: 0.0311647 | Time: 3539.28 ms [2021-01-22 05:05:08 main:574] : INFO : Epoch 1666 | loss: 0.0311593 | val_loss: 0.0311653 | Time: 3929.55 ms [2021-01-22 05:05:12 main:574] : INFO : Epoch 1667 | loss: 0.0311603 | val_loss: 0.0311728 | Time: 4008.37 ms [2021-01-22 05:05:16 main:574] : INFO : Epoch 1668 | loss: 0.0311623 | val_loss: 0.0311704 | Time: 4018.13 ms [2021-01-22 05:05:20 main:574] : INFO : Epoch 1669 | loss: 0.031163 | val_loss: 0.0311699 | Time: 3615.55 ms [2021-01-22 05:05:23 main:574] : INFO : Epoch 1670 | loss: 0.031164 | val_loss: 0.031168 | Time: 3848.3 ms [2021-01-22 05:05:27 main:574] : INFO : Epoch 1671 | loss: 0.0311665 | val_loss: 0.0311697 | Time: 3880.63 ms [2021-01-22 05:05:32 main:574] : INFO : Epoch 1672 | loss: 0.031164 | val_loss: 0.0311671 | Time: 3954.67 ms [2021-01-22 05:05:35 main:574] : INFO : Epoch 1673 | loss: 0.0311656 | val_loss: 0.0311707 | Time: 3560.03 ms [2021-01-22 05:05:39 main:574] : INFO : Epoch 1674 | loss: 0.0311622 | val_loss: 0.0311673 | Time: 3576.64 ms [2021-01-22 05:05:43 main:574] : INFO : Epoch 1675 | loss: 0.0311611 | val_loss: 0.0311667 | Time: 3768.08 ms [2021-01-22 05:05:47 main:574] : INFO : Epoch 1676 | loss: 0.0311615 | val_loss: 0.031167 | Time: 3845.02 ms [2021-01-22 05:05:51 main:574] : INFO : Epoch 1677 | loss: 0.0311606 | val_loss: 0.0311664 | Time: 4023.03 ms [2021-01-22 05:05:55 main:574] : INFO : Epoch 1678 | loss: 0.0311599 | val_loss: 0.0311748 | Time: 3484.36 ms [2021-01-22 05:05:58 main:574] : INFO : Epoch 1679 | loss: 0.0311617 | val_loss: 0.0311669 | Time: 3757.58 ms [2021-01-22 05:06:03 main:574] : INFO : Epoch 1680 | loss: 0.0311616 | val_loss: 0.0311668 | Time: 4012.48 ms [2021-01-22 05:06:07 main:574] : INFO : Epoch 1681 | loss: 0.0311594 | val_loss: 0.0311649 | Time: 3780.88 ms [2021-01-22 05:06:11 main:574] : INFO : Epoch 1682 | loss: 0.0311626 | val_loss: 0.03117 | Time: 3909.95 ms [2021-01-22 05:06:15 main:574] : INFO : Epoch 1683 | loss: 0.0311637 | val_loss: 0.0311679 | Time: 3618.06 ms [2021-01-22 05:06:18 main:574] : INFO : Epoch 1684 | loss: 0.0311637 | val_loss: 0.0311667 | Time: 3606.61 ms [2021-01-22 05:06:22 main:574] : INFO : Epoch 1685 | loss: 0.0311632 | val_loss: 0.0311643 | Time: 3572.17 ms [2021-01-22 05:06:26 main:574] : INFO : Epoch 1686 | loss: 0.0311628 | val_loss: 0.0311694 | Time: 4042.81 ms [2021-01-22 05:06:30 main:574] : INFO : Epoch 1687 | loss: 0.0311647 | val_loss: 0.0311711 | Time: 3974.41 ms [2021-01-22 05:06:34 main:574] : INFO : Epoch 1688 | loss: 0.0311637 | val_loss: 0.0311703 | Time: 3631.2 ms [2021-01-22 05:06:38 main:574] : INFO : Epoch 1689 | loss: 0.0311632 | val_loss: 0.0311687 | Time: 3605.82 ms [2021-01-22 05:06:41 main:574] : INFO : Epoch 1690 | loss: 0.0311609 | val_loss: 0.0311705 | Time: 3515.53 ms [2021-01-22 05:06:45 main:574] : INFO : Epoch 1691 | loss: 0.0311618 | val_loss: 0.031173 | Time: 3547.89 ms [2021-01-22 05:06:49 main:574] : INFO : Epoch 1692 | loss: 0.0311636 | val_loss: 0.0311745 | Time: 3715.82 ms [2021-01-22 05:06:53 main:574] : INFO : Epoch 1693 | loss: 0.0311653 | val_loss: 0.0311681 | Time: 3563.44 ms [2021-01-22 05:06:56 main:574] : INFO : Epoch 1694 | loss: 0.0311617 | val_loss: 0.0311685 | Time: 3659.14 ms [2021-01-22 05:07:00 main:574] : INFO : Epoch 1695 | loss: 0.0311635 | val_loss: 0.0311718 | Time: 3691.77 ms [2021-01-22 05:07:04 main:574] : INFO : Epoch 1696 | loss: 0.0311638 | val_loss: 0.0311715 | Time: 3647.4 ms [2021-01-22 05:07:08 main:574] : INFO : Epoch 1697 | loss: 0.0311637 | val_loss: 0.0311712 | Time: 3512.62 ms [2021-01-22 05:07:11 main:574] : INFO : Epoch 1698 | loss: 0.0311648 | val_loss: 0.0311688 | Time: 3751.67 ms [2021-01-22 05:07:15 main:574] : INFO : Epoch 1699 | loss: 0.0311629 | val_loss: 0.031171 | Time: 3521.61 ms [2021-01-22 05:07:19 main:574] : INFO : Epoch 1700 | loss: 0.0311641 | val_loss: 0.0311688 | Time: 3659.57 ms [2021-01-22 05:07:23 main:574] : INFO : Epoch 1701 | loss: 0.0311626 | val_loss: 0.0311675 | Time: 4119.79 ms [2021-01-22 05:07:27 main:574] : INFO : Epoch 1702 | loss: 0.0311628 | val_loss: 0.0311708 | Time: 3973.37 ms [2021-01-22 05:07:31 main:574] : INFO : Epoch 1703 | loss: 0.0311629 | val_loss: 0.031168 | Time: 4117.85 ms [2021-01-22 05:07:35 main:574] : INFO : Epoch 1704 | loss: 0.031162 | val_loss: 0.0311661 | Time: 3488.75 ms [2021-01-22 05:07:39 main:574] : INFO : Epoch 1705 | loss: 0.0311616 | val_loss: 0.0311667 | Time: 4042.61 ms [2021-01-22 05:07:43 main:574] : INFO : Epoch 1706 | loss: 0.0311624 | val_loss: 0.0311685 | Time: 3743.63 ms [2021-01-22 05:07:47 main:574] : INFO : Epoch 1707 | loss: 0.0311621 | val_loss: 0.0311682 | Time: 3512.7 ms [2021-01-22 05:07:51 main:574] : INFO : Epoch 1708 | loss: 0.0311616 | val_loss: 0.0311713 | Time: 3902.69 ms [2021-01-22 05:07:55 main:574] : INFO : Epoch 1709 | loss: 0.0311628 | val_loss: 0.031165 | Time: 3954.69 ms [2021-01-22 05:07:58 main:574] : INFO : Epoch 1710 | loss: 0.0311621 | val_loss: 0.0311651 | Time: 3483.91 ms [2021-01-22 05:08:02 main:574] : INFO : Epoch 1711 | loss: 0.0311599 | val_loss: 0.0311626 | Time: 3537.2 ms [2021-01-22 05:08:06 main:574] : INFO : Epoch 1712 | loss: 0.0311595 | val_loss: 0.0311639 | Time: 3570.51 ms [2021-01-22 05:08:10 main:574] : INFO : Epoch 1713 | loss: 0.0311599 | val_loss: 0.0311641 | Time: 3726.37 ms [2021-01-22 05:08:13 main:574] : INFO : Epoch 1714 | loss: 0.0311592 | val_loss: 0.0311632 | Time: 3563.68 ms [2021-01-22 05:08:17 main:574] : INFO : Epoch 1715 | loss: 0.0311589 | val_loss: 0.0311669 | Time: 3829.55 ms [2021-01-22 05:08:21 main:574] : INFO : Epoch 1716 | loss: 0.0311602 | val_loss: 0.0311662 | Time: 3898.68 ms [2021-01-22 05:08:25 main:574] : INFO : Epoch 1717 | loss: 0.0311597 | val_loss: 0.0311668 | Time: 3844.72 ms [2021-01-22 05:08:29 main:574] : INFO : Epoch 1718 | loss: 0.0311603 | val_loss: 0.0311667 | Time: 3553.51 ms [2021-01-22 05:08:33 main:574] : INFO : Epoch 1719 | loss: 0.0311605 | val_loss: 0.0311697 | Time: 3720.1 ms [2021-01-22 05:08:37 main:574] : INFO : Epoch 1720 | loss: 0.0311622 | val_loss: 0.0311687 | Time: 4062.29 ms [2021-01-22 05:08:41 main:574] : INFO : Epoch 1721 | loss: 0.0311626 | val_loss: 0.0311668 | Time: 3964.13 ms [2021-01-22 05:08:45 main:574] : INFO : Epoch 1722 | loss: 0.0311621 | val_loss: 0.0311666 | Time: 3870.54 ms [2021-01-22 05:08:49 main:574] : INFO : Epoch 1723 | loss: 0.0311598 | val_loss: 0.0311655 | Time: 3626.94 ms [2021-01-22 05:08:52 main:574] : INFO : Epoch 1724 | loss: 0.0311595 | val_loss: 0.0311672 | Time: 3498.36 ms [2021-01-22 05:08:56 main:574] : INFO : Epoch 1725 | loss: 0.0311604 | val_loss: 0.0311678 | Time: 3515.37 ms [2021-01-22 05:09:00 main:574] : INFO : Epoch 1726 | loss: 0.0311597 | val_loss: 0.0311673 | Time: 3840.91 ms [2021-01-22 05:09:03 main:574] : INFO : Epoch 1727 | loss: 0.0311593 | val_loss: 0.0311663 | Time: 3485.09 ms [2021-01-22 05:09:07 main:574] : INFO : Epoch 1728 | loss: 0.0311615 | val_loss: 0.0311696 | Time: 3578.63 ms [2021-01-22 05:09:11 main:574] : INFO : Epoch 1729 | loss: 0.0311617 | val_loss: 0.0311689 | Time: 3580.79 ms [2021-01-22 05:09:15 main:574] : INFO : Epoch 1730 | loss: 0.0311615 | val_loss: 0.0311651 | Time: 3826.6 ms [2021-01-22 05:09:18 main:574] : INFO : Epoch 1731 | loss: 0.03116 | val_loss: 0.0311686 | Time: 3555.07 ms [2021-01-22 05:09:22 main:574] : INFO : Epoch 1732 | loss: 0.0311605 | val_loss: 0.0311668 | Time: 3496.02 ms [2021-01-22 05:09:26 main:574] : INFO : Epoch 1733 | loss: 0.0311618 | val_loss: 0.0311686 | Time: 3790.54 ms [2021-01-22 05:09:30 main:574] : INFO : Epoch 1734 | loss: 0.0311608 | val_loss: 0.0311686 | Time: 3663.35 ms [2021-01-22 05:09:33 main:574] : INFO : Epoch 1735 | loss: 0.0311608 | val_loss: 0.0311686 | Time: 3473.9 ms [2021-01-22 05:09:37 main:574] : INFO : Epoch 1736 | loss: 0.0311601 | val_loss: 0.0311664 | Time: 3647.7 ms [2021-01-22 05:09:41 main:574] : INFO : Epoch 1737 | loss: 0.0311606 | val_loss: 0.0311679 | Time: 3498.91 ms [2021-01-22 05:09:45 main:574] : INFO : Epoch 1738 | loss: 0.031161 | val_loss: 0.0311733 | Time: 3882.8 ms [2021-01-22 05:09:49 main:574] : INFO : Epoch 1739 | loss: 0.0311648 | val_loss: 0.0311698 | Time: 4030.41 ms [2021-01-22 05:09:52 main:574] : INFO : Epoch 1740 | loss: 0.0311629 | val_loss: 0.0311646 | Time: 3695.29 ms [2021-01-22 05:09:56 main:574] : INFO : Epoch 1741 | loss: 0.0311615 | val_loss: 0.0311661 | Time: 3649.17 ms [2021-01-22 05:10:00 main:574] : INFO : Epoch 1742 | loss: 0.0311624 | val_loss: 0.0311676 | Time: 3557.64 ms [2021-01-22 05:10:04 main:574] : INFO : Epoch 1743 | loss: 0.0311645 | val_loss: 0.0311653 | Time: 3934.22 ms [2021-01-22 05:10:08 main:574] : INFO : Epoch 1744 | loss: 0.0311622 | val_loss: 0.0311651 | Time: 3751.43 ms [2021-01-22 05:10:12 main:574] : INFO : Epoch 1745 | loss: 0.0311617 | val_loss: 0.031167 | Time: 3566.65 ms [2021-01-22 05:10:15 main:574] : INFO : Epoch 1746 | loss: 0.0311618 | val_loss: 0.0311647 | Time: 3773.87 ms [2021-01-22 05:10:19 main:574] : INFO : Epoch 1747 | loss: 0.0311602 | val_loss: 0.0311658 | Time: 3925.94 ms [2021-01-22 05:10:23 main:574] : INFO : Epoch 1748 | loss: 0.0311602 | val_loss: 0.031164 | Time: 3492.75 ms [2021-01-22 05:10:27 main:574] : INFO : Epoch 1749 | loss: 0.0311596 | val_loss: 0.0311652 | Time: 3864.81 ms [2021-01-22 05:10:31 main:574] : INFO : Epoch 1750 | loss: 0.0311619 | val_loss: 0.0311669 | Time: 3909.42 ms [2021-01-22 05:10:35 main:574] : INFO : Epoch 1751 | loss: 0.0311672 | val_loss: 0.0311711 | Time: 3644.57 ms [2021-01-22 05:10:39 main:574] : INFO : Epoch 1752 | loss: 0.0311701 | val_loss: 0.0311706 | Time: 3597.5 ms [2021-01-22 05:10:42 main:574] : INFO : Epoch 1753 | loss: 0.0311686 | val_loss: 0.0311673 | Time: 3707.97 ms [2021-01-22 05:10:46 main:574] : INFO : Epoch 1754 | loss: 0.0311707 | val_loss: 0.0311696 | Time: 3456.68 ms [2021-01-22 05:10:50 main:574] : INFO : Epoch 1755 | loss: 0.0311718 | val_loss: 0.0311684 | Time: 3650.98 ms [2021-01-22 05:10:53 main:574] : INFO : Epoch 1756 | loss: 0.0311681 | val_loss: 0.0311662 | Time: 3470.12 ms [2021-01-22 05:10:57 main:574] : INFO : Epoch 1757 | loss: 0.0311663 | val_loss: 0.0311661 | Time: 3648.6 ms [2021-01-22 05:11:01 main:574] : INFO : Epoch 1758 | loss: 0.0311669 | val_loss: 0.0311686 | Time: 3586.72 ms [2021-01-22 05:11:04 main:574] : INFO : Epoch 1759 | loss: 0.0311679 | val_loss: 0.0311661 | Time: 3604.03 ms [2021-01-22 05:11:08 main:574] : INFO : Epoch 1760 | loss: 0.0311645 | val_loss: 0.0311661 | Time: 3551.79 ms [2021-01-22 05:11:12 main:574] : INFO : Epoch 1761 | loss: 0.0311659 | val_loss: 0.0311676 | Time: 3673.26 ms [2021-01-22 05:11:15 main:574] : INFO : Epoch 1762 | loss: 0.0311656 | val_loss: 0.0311679 | Time: 3513.06 ms [2021-01-22 05:11:19 main:574] : INFO : Epoch 1763 | loss: 0.0311659 | val_loss: 0.0311643 | Time: 3691.27 ms [2021-01-22 05:11:23 main:574] : INFO : Epoch 1764 | loss: 0.0311644 | val_loss: 0.0311641 | Time: 3999.63 ms [2021-01-22 05:11:27 main:574] : INFO : Epoch 1765 | loss: 0.0311661 | val_loss: 0.0311665 | Time: 3929.7 ms [2021-01-22 05:11:31 main:574] : INFO : Epoch 1766 | loss: 0.0311652 | val_loss: 0.0311629 | Time: 3733.35 ms [2021-01-22 05:11:35 main:574] : INFO : Epoch 1767 | loss: 0.0311632 | val_loss: 0.0311666 | Time: 3784.79 ms [2021-01-22 05:11:39 main:574] : INFO : Epoch 1768 | loss: 0.0311646 | val_loss: 0.0311636 | Time: 3597.71 ms [2021-01-22 05:11:43 main:574] : INFO : Epoch 1769 | loss: 0.0311644 | val_loss: 0.0311652 | Time: 3909.36 ms [2021-01-22 05:11:47 main:574] : INFO : Epoch 1770 | loss: 0.0311643 | val_loss: 0.0311637 | Time: 4006.97 ms [2021-01-22 05:11:51 main:574] : INFO : Epoch 1771 | loss: 0.0311651 | val_loss: 0.031171 | Time: 3853.78 ms [2021-01-22 05:11:55 main:574] : INFO : Epoch 1772 | loss: 0.0311673 | val_loss: 0.0311712 | Time: 3646.99 ms [2021-01-22 05:11:59 main:574] : INFO : Epoch 1773 | loss: 0.0311683 | val_loss: 0.0311675 | Time: 3921.55 ms [2021-01-22 05:12:03 main:574] : INFO : Epoch 1774 | loss: 0.0311678 | val_loss: 0.0311667 | Time: 3961.78 ms [2021-01-22 05:12:06 main:574] : INFO : Epoch 1775 | loss: 0.0311656 | val_loss: 0.031167 | Time: 3673.94 ms [2021-01-22 05:12:10 main:574] : INFO : Epoch 1776 | loss: 0.031166 | val_loss: 0.0311704 | Time: 3491.18 ms [2021-01-22 05:12:14 main:574] : INFO : Epoch 1777 | loss: 0.0311664 | val_loss: 0.0311755 | Time: 3740.26 ms [2021-01-22 05:12:18 main:574] : INFO : Epoch 1778 | loss: 0.0311652 | val_loss: 0.0311654 | Time: 3973.8 ms [2021-01-22 05:12:22 main:574] : INFO : Epoch 1779 | loss: 0.0311636 | val_loss: 0.0311655 | Time: 3497.1 ms [2021-01-22 05:12:25 main:574] : INFO : Epoch 1780 | loss: 0.031165 | val_loss: 0.0311651 | Time: 3546.72 ms [2021-01-22 05:12:29 main:574] : INFO : Epoch 1781 | loss: 0.0311659 | val_loss: 0.0311665 | Time: 3954.09 ms [2021-01-22 05:12:34 main:574] : INFO : Epoch 1782 | loss: 0.0311686 | val_loss: 0.0311795 | Time: 4142.88 ms [2021-01-22 05:12:37 main:574] : INFO : Epoch 1783 | loss: 0.0311662 | val_loss: 0.0311655 | Time: 3709.87 ms [2021-01-22 05:12:41 main:574] : INFO : Epoch 1784 | loss: 0.0311667 | val_loss: 0.0311681 | Time: 4021.48 ms [2021-01-22 05:12:45 main:574] : INFO : Epoch 1785 | loss: 0.031165 | val_loss: 0.0311711 | Time: 3551 ms [2021-01-22 05:12:49 main:574] : INFO : Epoch 1786 | loss: 0.0311633 | val_loss: 0.031163 | Time: 3769.5 ms [2021-01-22 05:12:53 main:574] : INFO : Epoch 1787 | loss: 0.0311631 | val_loss: 0.0311633 | Time: 4051.93 ms [2021-01-22 05:12:57 main:574] : INFO : Epoch 1788 | loss: 0.0311632 | val_loss: 0.0311654 | Time: 3845.93 ms [2021-01-22 05:13:01 main:574] : INFO : Epoch 1789 | loss: 0.0311648 | val_loss: 0.0311648 | Time: 3498.17 ms [2021-01-22 05:13:05 main:574] : INFO : Epoch 1790 | loss: 0.0311628 | val_loss: 0.0311681 | Time: 4128.62 ms [2021-01-22 05:13:09 main:574] : INFO : Epoch 1791 | loss: 0.0311657 | val_loss: 0.031166 | Time: 3460.09 ms [2021-01-22 05:13:12 main:574] : INFO : Epoch 1792 | loss: 0.0311629 | val_loss: 0.0311662 | Time: 3465.7 ms [2021-01-22 05:13:16 main:574] : INFO : Epoch 1793 | loss: 0.0311636 | val_loss: 0.03117 | Time: 3885.79 ms [2021-01-22 05:13:20 main:574] : INFO : Epoch 1794 | loss: 0.031164 | val_loss: 0.0311642 | Time: 3646.48 ms [2021-01-22 05:13:24 main:574] : INFO : Epoch 1795 | loss: 0.0311631 | val_loss: 0.0311683 | Time: 4037.83 ms [2021-01-22 05:13:28 main:574] : INFO : Epoch 1796 | loss: 0.0311658 | val_loss: 0.0311672 | Time: 3532.05 ms [2021-01-22 05:13:31 main:574] : INFO : Epoch 1797 | loss: 0.0311641 | val_loss: 0.0311679 | Time: 3541.46 ms [2021-01-22 05:13:35 main:574] : INFO : Epoch 1798 | loss: 0.0311627 | val_loss: 0.0311647 | Time: 3958.03 ms [2021-01-22 05:13:39 main:574] : INFO : Epoch 1799 | loss: 0.0311617 | val_loss: 0.0311655 | Time: 3824.81 ms [2021-01-22 05:13:43 main:574] : INFO : Epoch 1800 | loss: 0.0311614 | val_loss: 0.0311663 | Time: 3507.58 ms [2021-01-22 05:13:47 main:574] : INFO : Epoch 1801 | loss: 0.031164 | val_loss: 0.031168 | Time: 3945.29 ms [2021-01-22 05:13:51 main:574] : INFO : Epoch 1802 | loss: 0.0311619 | val_loss: 0.0311661 | Time: 3765.57 ms [2021-01-22 05:13:55 main:574] : INFO : Epoch 1803 | loss: 0.0311627 | val_loss: 0.0311675 | Time: 3568.46 ms [2021-01-22 05:13:59 main:574] : INFO : Epoch 1804 | loss: 0.0311625 | val_loss: 0.0311651 | Time: 4182.44 ms [2021-01-22 05:14:03 main:574] : INFO : Epoch 1805 | loss: 0.0311611 | val_loss: 0.0311698 | Time: 3811.71 ms [2021-01-22 05:14:07 main:574] : INFO : Epoch 1806 | loss: 0.0311634 | val_loss: 0.0311639 | Time: 3602.4 ms [2021-01-22 05:14:11 main:574] : INFO : Epoch 1807 | loss: 0.0311652 | val_loss: 0.0311675 | Time: 3941.89 ms [2021-01-22 05:14:15 main:574] : INFO : Epoch 1808 | loss: 0.0311655 | val_loss: 0.0311662 | Time: 3918.44 ms [2021-01-22 05:14:18 main:574] : INFO : Epoch 1809 | loss: 0.0311644 | val_loss: 0.0311684 | Time: 3535.31 ms [2021-01-22 05:14:22 main:574] : INFO : Epoch 1810 | loss: 0.0311615 | val_loss: 0.0311664 | Time: 3594.38 ms [2021-01-22 05:14:25 main:574] : INFO : Epoch 1811 | loss: 0.0311605 | val_loss: 0.0311703 | Time: 3480.16 ms [2021-01-22 05:14:29 main:574] : INFO : Epoch 1812 | loss: 0.0311633 | val_loss: 0.0311709 | Time: 3437.26 ms [2021-01-22 05:14:33 main:574] : INFO : Epoch 1813 | loss: 0.0311659 | val_loss: 0.0311643 | Time: 4088.23 ms [2021-01-22 05:14:37 main:574] : INFO : Epoch 1814 | loss: 0.0311682 | val_loss: 0.0311886 | Time: 3675.98 ms [2021-01-22 05:14:41 main:574] : INFO : Epoch 1815 | loss: 0.0311668 | val_loss: 0.0311656 | Time: 3552.04 ms [2021-01-22 05:14:44 main:574] : INFO : Epoch 1816 | loss: 0.0311643 | val_loss: 0.0311666 | Time: 3483.73 ms [2021-01-22 05:14:49 main:574] : INFO : Epoch 1817 | loss: 0.0311611 | val_loss: 0.0311639 | Time: 4021.69 ms [2021-01-22 05:14:52 main:574] : INFO : Epoch 1818 | loss: 0.0311636 | val_loss: 0.0311658 | Time: 3663.6 ms [2021-01-22 05:14:56 main:574] : INFO : Epoch 1819 | loss: 0.0311639 | val_loss: 0.0311658 | Time: 3714 ms [2021-01-22 05:15:01 main:574] : INFO : Epoch 1820 | loss: 0.0311613 | val_loss: 0.031166 | Time: 4275.55 ms [2021-01-22 05:15:04 main:574] : INFO : Epoch 1821 | loss: 0.0311593 | val_loss: 0.0311645 | Time: 3596.5 ms [2021-01-22 05:15:08 main:574] : INFO : Epoch 1822 | loss: 0.0311596 | val_loss: 0.0311644 | Time: 3688.86 ms [2021-01-22 05:15:12 main:574] : INFO : Epoch 1823 | loss: 0.0311594 | val_loss: 0.0311648 | Time: 3654.87 ms [2021-01-22 05:15:16 main:574] : INFO : Epoch 1824 | loss: 0.0311589 | val_loss: 0.0311635 | Time: 3839.84 ms [2021-01-22 05:15:20 main:574] : INFO : Epoch 1825 | loss: 0.0311597 | val_loss: 0.0311645 | Time: 3885.68 ms [2021-01-22 05:15:24 main:574] : INFO : Epoch 1826 | loss: 0.03116 | val_loss: 0.0311649 | Time: 3961.56 ms [2021-01-22 05:15:28 main:574] : INFO : Epoch 1827 | loss: 0.0311587 | val_loss: 0.0311677 | Time: 3884.65 ms [2021-01-22 05:15:32 main:574] : INFO : Epoch 1828 | loss: 0.0311584 | val_loss: 0.031164 | Time: 3806.03 ms [2021-01-22 05:15:36 main:574] : INFO : Epoch 1829 | loss: 0.0311589 | val_loss: 0.0311628 | Time: 3962.58 ms [2021-01-22 05:15:40 main:574] : INFO : Epoch 1830 | loss: 0.0311592 | val_loss: 0.0311628 | Time: 4101.68 ms [2021-01-22 05:15:44 main:574] : INFO : Epoch 1831 | loss: 0.0311584 | val_loss: 0.0311621 | Time: 3615.3 ms [2021-01-22 05:15:48 main:574] : INFO : Epoch 1832 | loss: 0.0311594 | val_loss: 0.0311642 | Time: 3764.78 ms [2021-01-22 05:15:52 main:574] : INFO : Epoch 1833 | loss: 0.0311604 | val_loss: 0.031164 | Time: 3929.36 ms [2021-01-22 05:15:56 main:574] : INFO : Epoch 1834 | loss: 0.0311597 | val_loss: 0.0311633 | Time: 3839.89 ms [2021-01-22 05:16:00 main:574] : INFO : Epoch 1835 | loss: 0.0311601 | val_loss: 0.0311662 | Time: 3930.08 ms [2021-01-22 05:16:04 main:574] : INFO : Epoch 1836 | loss: 0.0311608 | val_loss: 0.0311749 | Time: 4031.85 ms [2021-01-22 05:16:08 main:574] : INFO : Epoch 1837 | loss: 0.0311631 | val_loss: 0.0311633 | Time: 3616.83 ms [2021-01-22 05:16:12 main:574] : INFO : Epoch 1838 | loss: 0.0311591 | val_loss: 0.0311627 | Time: 4018.82 ms [2021-01-22 05:16:16 main:574] : INFO : Epoch 1839 | loss: 0.0311584 | val_loss: 0.0311627 | Time: 4046.15 ms [2021-01-22 05:16:20 main:574] : INFO : Epoch 1840 | loss: 0.0311589 | val_loss: 0.0311625 | Time: 3565.17 ms [2021-01-22 05:16:23 main:574] : INFO : Epoch 1841 | loss: 0.0311587 | val_loss: 0.0311618 | Time: 3676.49 ms [2021-01-22 05:16:27 main:574] : INFO : Epoch 1842 | loss: 0.0311587 | val_loss: 0.0311631 | Time: 3565.63 ms [2021-01-22 05:16:31 main:574] : INFO : Epoch 1843 | loss: 0.0311591 | val_loss: 0.0311631 | Time: 3683.74 ms [2021-01-22 05:16:34 main:574] : INFO : Epoch 1844 | loss: 0.03116 | val_loss: 0.0311619 | Time: 3504.63 ms [2021-01-22 05:16:38 main:574] : INFO : Epoch 1845 | loss: 0.03116 | val_loss: 0.0311613 | Time: 3541.21 ms [2021-01-22 05:16:42 main:574] : INFO : Epoch 1846 | loss: 0.0311582 | val_loss: 0.0311631 | Time: 3595.91 ms [2021-01-22 05:16:46 main:574] : INFO : Epoch 1847 | loss: 0.0311594 | val_loss: 0.0311657 | Time: 3791.43 ms [2021-01-22 05:16:50 main:574] : INFO : Epoch 1848 | loss: 0.031158 | val_loss: 0.0311608 | Time: 3841.55 ms [2021-01-22 05:16:54 main:574] : INFO : Epoch 1849 | loss: 0.0311583 | val_loss: 0.0311608 | Time: 3684.64 ms [2021-01-22 05:16:57 main:574] : INFO : Epoch 1850 | loss: 0.031157 | val_loss: 0.0311604 | Time: 3482.34 ms [2021-01-22 05:17:01 main:574] : INFO : Epoch 1851 | loss: 0.0311591 | val_loss: 0.0311628 | Time: 3767.94 ms [2021-01-22 05:17:05 main:574] : INFO : Epoch 1852 | loss: 0.0311577 | val_loss: 0.0311611 | Time: 3903.97 ms [2021-01-22 05:17:09 main:574] : INFO : Epoch 1853 | loss: 0.0311572 | val_loss: 0.0311637 | Time: 3461.25 ms [2021-01-22 05:17:13 main:574] : INFO : Epoch 1854 | loss: 0.0311583 | val_loss: 0.0311611 | Time: 3915.23 ms [2021-01-22 05:17:17 main:574] : INFO : Epoch 1855 | loss: 0.0311584 | val_loss: 0.031161 | Time: 3846.93 ms [2021-01-22 05:17:21 main:574] : INFO : Epoch 1856 | loss: 0.0311581 | val_loss: 0.031163 | Time: 3772.55 ms [2021-01-22 05:17:24 main:574] : INFO : Epoch 1857 | loss: 0.0311575 | val_loss: 0.0311637 | Time: 3620.28 ms [2021-01-22 05:17:28 main:574] : INFO : Epoch 1858 | loss: 0.0311588 | val_loss: 0.0311689 | Time: 4026.33 ms [2021-01-22 05:17:33 main:574] : INFO : Epoch 1859 | loss: 0.0311628 | val_loss: 0.0311663 | Time: 3956.79 ms [2021-01-22 05:17:37 main:574] : INFO : Epoch 1860 | loss: 0.0311597 | val_loss: 0.0311676 | Time: 3916.16 ms [2021-01-22 05:17:40 main:574] : INFO : Epoch 1861 | loss: 0.031162 | val_loss: 0.0311666 | Time: 3543.63 ms [2021-01-22 05:17:44 main:574] : INFO : Epoch 1862 | loss: 0.0311646 | val_loss: 0.0311685 | Time: 3631.87 ms [2021-01-22 05:17:48 main:574] : INFO : Epoch 1863 | loss: 0.0311638 | val_loss: 0.0311629 | Time: 3947.49 ms [2021-01-22 05:17:52 main:574] : INFO : Epoch 1864 | loss: 0.0311633 | val_loss: 0.0311636 | Time: 3503.33 ms [2021-01-22 05:17:56 main:574] : INFO : Epoch 1865 | loss: 0.0311615 | val_loss: 0.0311623 | Time: 4023.65 ms [2021-01-22 05:18:00 main:574] : INFO : Epoch 1866 | loss: 0.0311605 | val_loss: 0.0311629 | Time: 3991.22 ms [2021-01-22 05:18:04 main:574] : INFO : Epoch 1867 | loss: 0.0311607 | val_loss: 0.0311624 | Time: 3505.52 ms [2021-01-22 05:18:07 main:574] : INFO : Epoch 1868 | loss: 0.0311589 | val_loss: 0.0311631 | Time: 3825.96 ms [2021-01-22 05:18:11 main:574] : INFO : Epoch 1869 | loss: 0.0311607 | val_loss: 0.0311623 | Time: 3483.61 ms [2021-01-22 05:18:15 main:574] : INFO : Epoch 1870 | loss: 0.0311602 | val_loss: 0.0311607 | Time: 3675.98 ms [2021-01-22 05:18:18 main:574] : INFO : Epoch 1871 | loss: 0.0311594 | val_loss: 0.0311606 | Time: 3475.33 ms [2021-01-22 05:18:22 main:574] : INFO : Epoch 1872 | loss: 0.0311583 | val_loss: 0.0311615 | Time: 3538.63 ms [2021-01-22 05:18:26 main:574] : INFO : Epoch 1873 | loss: 0.0311585 | val_loss: 0.0311631 | Time: 3457.77 ms [2021-01-22 05:18:30 main:574] : INFO : Epoch 1874 | loss: 0.0311618 | val_loss: 0.0311656 | Time: 3945.71 ms [2021-01-22 05:18:34 main:574] : INFO : Epoch 1875 | loss: 0.0311617 | val_loss: 0.0311656 | Time: 3779.01 ms [2021-01-22 05:18:38 main:574] : INFO : Epoch 1876 | loss: 0.0311623 | val_loss: 0.0311653 | Time: 3876.33 ms [2021-01-22 05:18:41 main:574] : INFO : Epoch 1877 | loss: 0.0311597 | val_loss: 0.031168 | Time: 3519.87 ms [2021-01-22 05:18:45 main:574] : INFO : Epoch 1878 | loss: 0.0311623 | val_loss: 0.0311643 | Time: 3626.63 ms [2021-01-22 05:18:49 main:574] : INFO : Epoch 1879 | loss: 0.0311604 | val_loss: 0.0311658 | Time: 3524.92 ms [2021-01-22 05:18:52 main:574] : INFO : Epoch 1880 | loss: 0.0311581 | val_loss: 0.031164 | Time: 3565.92 ms [2021-01-22 05:18:56 main:574] : INFO : Epoch 1881 | loss: 0.0311579 | val_loss: 0.0311617 | Time: 3715.03 ms [2021-01-22 05:19:00 main:574] : INFO : Epoch 1882 | loss: 0.0311582 | val_loss: 0.0311617 | Time: 3801.27 ms [2021-01-22 05:19:04 main:574] : INFO : Epoch 1883 | loss: 0.031157 | val_loss: 0.0311617 | Time: 3924.25 ms [2021-01-22 05:19:08 main:574] : INFO : Epoch 1884 | loss: 0.0311576 | val_loss: 0.0311629 | Time: 3999.38 ms [2021-01-22 05:19:12 main:574] : INFO : Epoch 1885 | loss: 0.0311614 | val_loss: 0.03117 | Time: 3790.01 ms [2021-01-22 05:19:16 main:574] : INFO : Epoch 1886 | loss: 0.0311599 | val_loss: 0.0311689 | Time: 3500.39 ms [2021-01-22 05:19:19 main:574] : INFO : Epoch 1887 | loss: 0.0311591 | val_loss: 0.0311631 | Time: 3458.4 ms [2021-01-22 05:19:23 main:574] : INFO : Epoch 1888 | loss: 0.0311575 | val_loss: 0.031163 | Time: 3688.79 ms [2021-01-22 05:19:27 main:574] : INFO : Epoch 1889 | loss: 0.0311598 | val_loss: 0.0311629 | Time: 3627.91 ms [2021-01-22 05:19:31 main:574] : INFO : Epoch 1890 | loss: 0.0311593 | val_loss: 0.0311632 | Time: 3849.87 ms [2021-01-22 05:19:34 main:574] : INFO : Epoch 1891 | loss: 0.031161 | val_loss: 0.0311642 | Time: 3571.19 ms [2021-01-22 05:19:39 main:574] : INFO : Epoch 1892 | loss: 0.0311578 | val_loss: 0.0311619 | Time: 4128.25 ms [2021-01-22 05:19:43 main:574] : INFO : Epoch 1893 | loss: 0.0311569 | val_loss: 0.0311624 | Time: 3934.79 ms [2021-01-22 05:19:46 main:574] : INFO : Epoch 1894 | loss: 0.0311581 | val_loss: 0.0311652 | Time: 3607.35 ms [2021-01-22 05:19:50 main:574] : INFO : Epoch 1895 | loss: 0.0311587 | val_loss: 0.0311645 | Time: 3485.01 ms [2021-01-22 05:19:54 main:574] : INFO : Epoch 1896 | loss: 0.0311598 | val_loss: 0.0311672 | Time: 3886.76 ms [2021-01-22 05:19:57 main:574] : INFO : Epoch 1897 | loss: 0.0311608 | val_loss: 0.0311626 | Time: 3447.44 ms [2021-01-22 05:20:02 main:574] : INFO : Epoch 1898 | loss: 0.0311605 | val_loss: 0.0311657 | Time: 4089.72 ms [2021-01-22 05:20:06 main:574] : INFO : Epoch 1899 | loss: 0.0311626 | val_loss: 0.0311621 | Time: 3749.57 ms [2021-01-22 05:20:09 main:574] : INFO : Epoch 1900 | loss: 0.0311581 | val_loss: 0.0311618 | Time: 3620.09 ms [2021-01-22 05:20:13 main:574] : INFO : Epoch 1901 | loss: 0.0311603 | val_loss: 0.0311665 | Time: 3571.11 ms [2021-01-22 05:20:17 main:574] : INFO : Epoch 1902 | loss: 0.0311611 | val_loss: 0.0311721 | Time: 3634.32 ms [2021-01-22 05:20:20 main:574] : INFO : Epoch 1903 | loss: 0.0311588 | val_loss: 0.0311624 | Time: 3548.08 ms [2021-01-22 05:20:24 main:574] : INFO : Epoch 1904 | loss: 0.0311569 | val_loss: 0.0311646 | Time: 3495.83 ms [2021-01-22 05:20:28 main:574] : INFO : Epoch 1905 | loss: 0.03116 | val_loss: 0.0311687 | Time: 3655.68 ms [2021-01-22 05:20:31 main:574] : INFO : Epoch 1906 | loss: 0.031165 | val_loss: 0.0311689 | Time: 3657.41 ms [2021-01-22 05:20:35 main:574] : INFO : Epoch 1907 | loss: 0.031163 | val_loss: 0.031167 | Time: 3516.19 ms [2021-01-22 05:20:39 main:574] : INFO : Epoch 1908 | loss: 0.0311637 | val_loss: 0.0311661 | Time: 3554.5 ms [2021-01-22 05:20:42 main:574] : INFO : Epoch 1909 | loss: 0.0311615 | val_loss: 0.0311667 | Time: 3532.05 ms [2021-01-22 05:20:47 main:574] : INFO : Epoch 1910 | loss: 0.0311609 | val_loss: 0.0311642 | Time: 4044.17 ms [2021-01-22 05:20:50 main:574] : INFO : Epoch 1911 | loss: 0.0311597 | val_loss: 0.0311653 | Time: 3510.2 ms [2021-01-22 05:20:54 main:574] : INFO : Epoch 1912 | loss: 0.0311584 | val_loss: 0.0311647 | Time: 3939.76 ms [2021-01-22 05:20:58 main:574] : INFO : Epoch 1913 | loss: 0.0311576 | val_loss: 0.0311662 | Time: 3657.38 ms [2021-01-22 05:21:02 main:574] : INFO : Epoch 1914 | loss: 0.031158 | val_loss: 0.0311629 | Time: 4058.77 ms [2021-01-22 05:21:06 main:574] : INFO : Epoch 1915 | loss: 0.0311592 | val_loss: 0.0311631 | Time: 3931.39 ms [2021-01-22 05:21:10 main:574] : INFO : Epoch 1916 | loss: 0.0311573 | val_loss: 0.0311619 | Time: 4017.52 ms [2021-01-22 05:21:14 main:574] : INFO : Epoch 1917 | loss: 0.0311563 | val_loss: 0.0311618 | Time: 3549.58 ms [2021-01-22 05:21:18 main:574] : INFO : Epoch 1918 | loss: 0.0311562 | val_loss: 0.0311618 | Time: 3702.42 ms [2021-01-22 05:21:22 main:574] : INFO : Epoch 1919 | loss: 0.0311552 | val_loss: 0.0311638 | Time: 3939.13 ms [2021-01-22 05:21:26 main:574] : INFO : Epoch 1920 | loss: 0.0311578 | val_loss: 0.0311667 | Time: 3552.22 ms [2021-01-22 05:21:30 main:574] : INFO : Epoch 1921 | loss: 0.0311575 | val_loss: 0.0311699 | Time: 3944.5 ms [2021-01-22 05:21:34 main:574] : INFO : Epoch 1922 | loss: 0.0311579 | val_loss: 0.0311679 | Time: 3810.34 ms [2021-01-22 05:21:38 main:574] : INFO : Epoch 1923 | loss: 0.031157 | val_loss: 0.0311678 | Time: 3978.89 ms [2021-01-22 05:21:42 main:574] : INFO : Epoch 1924 | loss: 0.0311611 | val_loss: 0.0311644 | Time: 3850.25 ms [2021-01-22 05:21:45 main:574] : INFO : Epoch 1925 | loss: 0.0311636 | val_loss: 0.0311653 | Time: 3502.23 ms [2021-01-22 05:21:49 main:574] : INFO : Epoch 1926 | loss: 0.0311611 | val_loss: 0.0311641 | Time: 3458.71 ms [2021-01-22 05:21:53 main:574] : INFO : Epoch 1927 | loss: 0.0311599 | val_loss: 0.0311639 | Time: 3482.51 ms [2021-01-22 05:21:56 main:574] : INFO : Epoch 1928 | loss: 0.0311608 | val_loss: 0.0311663 | Time: 3711.8 ms [2021-01-22 05:22:00 main:574] : INFO : Epoch 1929 | loss: 0.0311594 | val_loss: 0.0311662 | Time: 3455.21 ms [2021-01-22 05:22:04 main:574] : INFO : Epoch 1930 | loss: 0.03116 | val_loss: 0.031168 | Time: 3965.71 ms [2021-01-22 05:22:08 main:574] : INFO : Epoch 1931 | loss: 0.0311594 | val_loss: 0.0311669 | Time: 3707.11 ms [2021-01-22 05:22:11 main:574] : INFO : Epoch 1932 | loss: 0.0311584 | val_loss: 0.0311676 | Time: 3505.24 ms [2021-01-22 05:22:15 main:574] : INFO : Epoch 1933 | loss: 0.0311594 | val_loss: 0.0311706 | Time: 3632.81 ms [2021-01-22 05:22:19 main:574] : INFO : Epoch 1934 | loss: 0.0311587 | val_loss: 0.0311666 | Time: 3998.46 ms [2021-01-22 05:22:23 main:574] : INFO : Epoch 1935 | loss: 0.03116 | val_loss: 0.0311647 | Time: 3695.31 ms [2021-01-22 05:22:27 main:574] : INFO : Epoch 1936 | loss: 0.0311576 | val_loss: 0.0311656 | Time: 3499.89 ms [2021-01-22 05:22:31 main:574] : INFO : Epoch 1937 | loss: 0.0311579 | val_loss: 0.0311681 | Time: 3756.37 ms [2021-01-22 05:22:34 main:574] : INFO : Epoch 1938 | loss: 0.0311591 | val_loss: 0.0311658 | Time: 3663.7 ms [2021-01-22 05:22:38 main:574] : INFO : Epoch 1939 | loss: 0.0311579 | val_loss: 0.0311645 | Time: 3936.16 ms [2021-01-22 05:22:43 main:574] : INFO : Epoch 1940 | loss: 0.0311572 | val_loss: 0.0311678 | Time: 4020.02 ms [2021-01-22 05:22:47 main:574] : INFO : Epoch 1941 | loss: 0.031159 | val_loss: 0.0311649 | Time: 3902.82 ms [2021-01-22 05:22:51 main:574] : INFO : Epoch 1942 | loss: 0.0311599 | val_loss: 0.031169 | Time: 3891.33 ms [2021-01-22 05:22:54 main:574] : INFO : Epoch 1943 | loss: 0.0311599 | val_loss: 0.0311655 | Time: 3525.79 ms [2021-01-22 05:22:58 main:574] : INFO : Epoch 1944 | loss: 0.0311591 | val_loss: 0.031171 | Time: 3506.87 ms [2021-01-22 05:23:02 main:574] : INFO : Epoch 1945 | loss: 0.0311632 | val_loss: 0.0311678 | Time: 3837.49 ms [2021-01-22 05:23:06 main:574] : INFO : Epoch 1946 | loss: 0.0311625 | val_loss: 0.0311671 | Time: 4031.99 ms [2021-01-22 05:23:09 main:574] : INFO : Epoch 1947 | loss: 0.0311611 | val_loss: 0.0311672 | Time: 3475.64 ms [2021-01-22 05:23:13 main:574] : INFO : Epoch 1948 | loss: 0.0311584 | val_loss: 0.0311666 | Time: 3476.23 ms [2021-01-22 05:23:17 main:574] : INFO : Epoch 1949 | loss: 0.031159 | val_loss: 0.0311647 | Time: 3492.81 ms [2021-01-22 05:23:21 main:574] : INFO : Epoch 1950 | loss: 0.031158 | val_loss: 0.0311658 | Time: 3668.23 ms [2021-01-22 05:23:25 main:574] : INFO : Epoch 1951 | loss: 0.0311587 | val_loss: 0.0311686 | Time: 3997.26 ms [2021-01-22 05:23:28 main:574] : INFO : Epoch 1952 | loss: 0.0311596 | val_loss: 0.031166 | Time: 3554.75 ms [2021-01-22 05:23:32 main:574] : INFO : Epoch 1953 | loss: 0.031161 | val_loss: 0.0311671 | Time: 3631.4 ms [2021-01-22 05:23:36 main:574] : INFO : Epoch 1954 | loss: 0.0311591 | val_loss: 0.0311635 | Time: 4095.35 ms [2021-01-22 05:23:41 main:574] : INFO : Epoch 1955 | loss: 0.0311561 | val_loss: 0.0311639 | Time: 4180.17 ms [2021-01-22 05:23:44 main:574] : INFO : Epoch 1956 | loss: 0.0311563 | val_loss: 0.0311628 | Time: 3710.9 ms [2021-01-22 05:23:48 main:574] : INFO : Epoch 1957 | loss: 0.03116 | val_loss: 0.0311674 | Time: 3674.72 ms [2021-01-22 05:23:52 main:574] : INFO : Epoch 1958 | loss: 0.0311551 | val_loss: 0.0311622 | Time: 3441.15 ms [2021-01-22 05:23:55 main:574] : INFO : Epoch 1959 | loss: 0.031156 | val_loss: 0.0311663 | Time: 3511.62 ms [2021-01-22 05:23:59 main:574] : INFO : Epoch 1960 | loss: 0.031157 | val_loss: 0.0311651 | Time: 3641.6 ms [2021-01-22 05:24:03 main:574] : INFO : Epoch 1961 | loss: 0.0311582 | val_loss: 0.0311695 | Time: 3971.39 ms [2021-01-22 05:24:07 main:574] : INFO : Epoch 1962 | loss: 0.0311574 | val_loss: 0.0311668 | Time: 3570.91 ms [2021-01-22 05:24:11 main:574] : INFO : Epoch 1963 | loss: 0.0311554 | val_loss: 0.0311694 | Time: 4037.69 ms [2021-01-22 05:24:15 main:574] : INFO : Epoch 1964 | loss: 0.0311557 | val_loss: 0.0311691 | Time: 3798.48 ms [2021-01-22 05:24:19 main:574] : INFO : Epoch 1965 | loss: 0.0311571 | val_loss: 0.0311679 | Time: 3944.16 ms [2021-01-22 05:24:23 main:574] : INFO : Epoch 1966 | loss: 0.0311566 | val_loss: 0.0311707 | Time: 4082.15 ms [2021-01-22 05:24:27 main:574] : INFO : Epoch 1967 | loss: 0.0311548 | val_loss: 0.0311702 | Time: 3513.16 ms [2021-01-22 05:24:30 main:574] : INFO : Epoch 1968 | loss: 0.0311563 | val_loss: 0.0311682 | Time: 3499.36 ms [2021-01-22 05:24:34 main:574] : INFO : Epoch 1969 | loss: 0.0311562 | val_loss: 0.0311695 | Time: 4046.91 ms [2021-01-22 05:24:38 main:574] : INFO : Epoch 1970 | loss: 0.0311565 | val_loss: 0.0311707 | Time: 3622.23 ms [2021-01-22 05:24:42 main:574] : INFO : Epoch 1971 | loss: 0.0311595 | val_loss: 0.0311687 | Time: 3976.57 ms [2021-01-22 05:24:46 main:574] : INFO : Epoch 1972 | loss: 0.0311561 | val_loss: 0.0311673 | Time: 3489 ms [2021-01-22 05:24:50 main:574] : INFO : Epoch 1973 | loss: 0.0311549 | val_loss: 0.0311651 | Time: 3979.32 ms [2021-01-22 05:24:53 main:574] : INFO : Epoch 1974 | loss: 0.0311557 | val_loss: 0.0311667 | Time: 3475.03 ms [2021-01-22 05:24:57 main:574] : INFO : Epoch 1975 | loss: 0.0311557 | val_loss: 0.0311662 | Time: 3642.67 ms [2021-01-22 05:25:01 main:574] : INFO : Epoch 1976 | loss: 0.0311554 | val_loss: 0.0311696 | Time: 3784.92 ms [2021-01-22 05:25:05 main:574] : INFO : Epoch 1977 | loss: 0.031155 | val_loss: 0.0311664 | Time: 3833.66 ms [2021-01-22 05:25:09 main:574] : INFO : Epoch 1978 | loss: 0.0311553 | val_loss: 0.0311652 | Time: 4006.61 ms [2021-01-22 05:25:13 main:574] : INFO : Epoch 1979 | loss: 0.0311575 | val_loss: 0.031166 | Time: 3778.63 ms [2021-01-22 05:25:17 main:574] : INFO : Epoch 1980 | loss: 0.0311554 | val_loss: 0.0311655 | Time: 3664.62 ms [2021-01-22 05:25:21 main:574] : INFO : Epoch 1981 | loss: 0.0311566 | val_loss: 0.0311719 | Time: 3873.61 ms [2021-01-22 05:25:25 main:574] : INFO : Epoch 1982 | loss: 0.031158 | val_loss: 0.0311671 | Time: 3961.74 ms [2021-01-22 05:25:28 main:574] : INFO : Epoch 1983 | loss: 0.0311574 | val_loss: 0.0311683 | Time: 3489.46 ms [2021-01-22 05:25:32 main:574] : INFO : Epoch 1984 | loss: 0.0311598 | val_loss: 0.0311706 | Time: 3442.9 ms [2021-01-22 05:25:36 main:574] : INFO : Epoch 1985 | loss: 0.0311582 | val_loss: 0.0311693 | Time: 3970.43 ms [2021-01-22 05:25:40 main:574] : INFO : Epoch 1986 | loss: 0.0311566 | val_loss: 0.0311662 | Time: 3978.11 ms [2021-01-22 05:25:44 main:574] : INFO : Epoch 1987 | loss: 0.0311578 | val_loss: 0.0311642 | Time: 3530.85 ms [2021-01-22 05:25:48 main:574] : INFO : Epoch 1988 | loss: 0.0311581 | val_loss: 0.031166 | Time: 3638.32 ms [2021-01-22 05:25:52 main:574] : INFO : Epoch 1989 | loss: 0.0311585 | val_loss: 0.0311664 | Time: 3969.71 ms [2021-01-22 05:25:56 main:574] : INFO : Epoch 1990 | loss: 0.0311574 | val_loss: 0.0311675 | Time: 4115.13 ms [2021-01-22 05:26:00 main:574] : INFO : Epoch 1991 | loss: 0.0311645 | val_loss: 0.0311733 | Time: 3983.69 ms [2021-01-22 05:26:04 main:574] : INFO : Epoch 1992 | loss: 0.0311627 | val_loss: 0.0311664 | Time: 4311.93 ms [2021-01-22 05:26:08 main:574] : INFO : Epoch 1993 | loss: 0.0311589 | val_loss: 0.0311642 | Time: 3543.47 ms [2021-01-22 05:26:12 main:574] : INFO : Epoch 1994 | loss: 0.0311571 | val_loss: 0.0311668 | Time: 3492.84 ms [2021-01-22 05:26:16 main:574] : INFO : Epoch 1995 | loss: 0.0311577 | val_loss: 0.0311687 | Time: 3868.45 ms [2021-01-22 05:26:19 main:574] : INFO : Epoch 1996 | loss: 0.0311571 | val_loss: 0.0311702 | Time: 3534.8 ms [2021-01-22 05:26:23 main:574] : INFO : Epoch 1997 | loss: 0.0311576 | val_loss: 0.0311653 | Time: 3469.96 ms [2021-01-22 05:26:27 main:574] : INFO : Epoch 1998 | loss: 0.0311567 | val_loss: 0.0311681 | Time: 3756.69 ms [2021-01-22 05:26:30 main:574] : INFO : Epoch 1999 | loss: 0.0311563 | val_loss: 0.0311678 | Time: 3609.53 ms [2021-01-22 05:26:34 main:574] : INFO : Epoch 2000 | loss: 0.0311553 | val_loss: 0.0311678 | Time: 3575.36 ms [2021-01-22 05:26:38 main:574] : INFO : Epoch 2001 | loss: 0.0311556 | val_loss: 0.0311693 | Time: 4148.48 ms [2021-01-22 05:26:42 main:574] : INFO : Epoch 2002 | loss: 0.0311579 | val_loss: 0.0311688 | Time: 3904.35 ms [2021-01-22 05:26:46 main:574] : INFO : Epoch 2003 | loss: 0.0311581 | val_loss: 0.0311641 | Time: 3522.28 ms [2021-01-22 05:26:50 main:574] : INFO : Epoch 2004 | loss: 0.0311568 | val_loss: 0.0311659 | Time: 3767.53 ms [2021-01-22 05:26:54 main:574] : INFO : Epoch 2005 | loss: 0.0311574 | val_loss: 0.0311665 | Time: 3750.44 ms [2021-01-22 05:26:58 main:574] : INFO : Epoch 2006 | loss: 0.0311574 | val_loss: 0.0311679 | Time: 3661.36 ms [2021-01-22 05:27:02 main:574] : INFO : Epoch 2007 | loss: 0.0311586 | val_loss: 0.0311691 | Time: 3767.03 ms [2021-01-22 05:27:07 main:574] : INFO : Epoch 2008 | loss: 0.0311574 | val_loss: 0.0311647 | Time: 4911.04 ms [2021-01-22 05:27:12 main:574] : INFO : Epoch 2009 | loss: 0.0311582 | val_loss: 0.0311707 | Time: 4202.83 ms [2021-01-22 05:27:17 main:574] : INFO : Epoch 2010 | loss: 0.0311566 | val_loss: 0.031169 | Time: 4500.87 ms [2021-01-22 05:27:21 main:574] : INFO : Epoch 2011 | loss: 0.0311567 | val_loss: 0.0311657 | Time: 4163.24 ms [2021-01-22 05:27:25 main:574] : INFO : Epoch 2012 | loss: 0.0311563 | val_loss: 0.0311656 | Time: 3628.58 ms [2021-01-22 05:27:29 main:574] : INFO : Epoch 2013 | loss: 0.031158 | val_loss: 0.0311614 | Time: 4219.49 ms [2021-01-22 05:27:34 main:574] : INFO : Epoch 2014 | loss: 0.0311568 | val_loss: 0.0311657 | Time: 4172.81 ms [2021-01-22 05:27:38 main:574] : INFO : Epoch 2015 | loss: 0.0311563 | val_loss: 0.0311689 | Time: 3520.93 ms [2021-01-22 05:27:42 main:574] : INFO : Epoch 2016 | loss: 0.0311575 | val_loss: 0.0311655 | Time: 3766.91 ms [2021-01-22 05:27:45 main:574] : INFO : Epoch 2017 | loss: 0.0311566 | val_loss: 0.0311636 | Time: 3502.91 ms [2021-01-22 05:27:49 main:574] : INFO : Epoch 2018 | loss: 0.031157 | val_loss: 0.0311638 | Time: 3713.33 ms [2021-01-22 05:27:53 main:574] : INFO : Epoch 2019 | loss: 0.0311581 | val_loss: 0.031163 | Time: 3570.37 ms [2021-01-22 05:27:57 main:574] : INFO : Epoch 2020 | loss: 0.0311609 | val_loss: 0.031166 | Time: 3858.23 ms [2021-01-22 05:28:01 main:574] : INFO : Epoch 2021 | loss: 0.0311597 | val_loss: 0.0311648 | Time: 3978.8 ms [2021-01-22 05:28:05 main:574] : INFO : Epoch 2022 | loss: 0.0311578 | val_loss: 0.031164 | Time: 3678.1 ms [2021-01-22 05:28:09 main:574] : INFO : Epoch 2023 | loss: 0.031157 | val_loss: 0.0311622 | Time: 3616.83 ms [2021-01-22 05:28:12 main:574] : INFO : Epoch 2024 | loss: 0.0311554 | val_loss: 0.0311633 | Time: 3479.51 ms [2021-01-22 05:28:16 main:574] : INFO : Epoch 2025 | loss: 0.0311552 | val_loss: 0.0311633 | Time: 3999.72 ms [2021-01-22 05:28:20 main:574] : INFO : Epoch 2026 | loss: 0.0311553 | val_loss: 0.0311633 | Time: 3911.71 ms [2021-01-22 05:28:25 main:574] : INFO : Epoch 2027 | loss: 0.0311569 | val_loss: 0.0311769 | Time: 4045.53 ms [2021-01-22 05:28:29 main:574] : INFO : Epoch 2028 | loss: 0.0311572 | val_loss: 0.0311626 | Time: 3988.76 ms [2021-01-22 05:28:34 main:574] : INFO : Epoch 2029 | loss: 0.0311548 | val_loss: 0.0311663 | Time: 4074.14 ms [2021-01-22 05:28:37 main:574] : INFO : Epoch 2030 | loss: 0.0311551 | val_loss: 0.0311647 | Time: 3482.49 ms [2021-01-22 05:28:41 main:574] : INFO : Epoch 2031 | loss: 0.0311549 | val_loss: 0.0311624 | Time: 3715.48 ms [2021-01-22 05:28:45 main:574] : INFO : Epoch 2032 | loss: 0.0311555 | val_loss: 0.0311634 | Time: 3507.65 ms [2021-01-22 05:28:48 main:574] : INFO : Epoch 2033 | loss: 0.0311571 | val_loss: 0.031163 | Time: 3564.56 ms [2021-01-22 05:28:53 main:574] : INFO : Epoch 2034 | loss: 0.0311592 | val_loss: 0.0311669 | Time: 4232.84 ms [2021-01-22 05:28:56 main:574] : INFO : Epoch 2035 | loss: 0.031158 | val_loss: 0.0311636 | Time: 3564.1 ms [2021-01-22 05:29:00 main:574] : INFO : Epoch 2036 | loss: 0.0311545 | val_loss: 0.0311628 | Time: 3694.7 ms [2021-01-22 05:29:04 main:574] : INFO : Epoch 2037 | loss: 0.0311547 | val_loss: 0.0311622 | Time: 3911.09 ms [2021-01-22 05:29:08 main:574] : INFO : Epoch 2038 | loss: 0.0311559 | val_loss: 0.0311634 | Time: 3968.03 ms [2021-01-22 05:29:12 main:574] : INFO : Epoch 2039 | loss: 0.0311563 | val_loss: 0.0311674 | Time: 3609.65 ms [2021-01-22 05:29:16 main:574] : INFO : Epoch 2040 | loss: 0.0311561 | val_loss: 0.0311658 | Time: 3482.59 ms [2021-01-22 05:29:20 main:574] : INFO : Epoch 2041 | loss: 0.0311561 | val_loss: 0.0311641 | Time: 3957.13 ms [2021-01-22 05:29:24 main:574] : INFO : Epoch 2042 | loss: 0.0311543 | val_loss: 0.0311646 | Time: 3871.4 ms [2021-01-22 05:29:28 main:574] : INFO : Epoch 2043 | loss: 0.0311539 | val_loss: 0.0311663 | Time: 3615.65 ms [2021-01-22 05:29:31 main:574] : INFO : Epoch 2044 | loss: 0.0311543 | val_loss: 0.0311638 | Time: 3857.98 ms [2021-01-22 05:29:35 main:574] : INFO : Epoch 2045 | loss: 0.031156 | val_loss: 0.0311646 | Time: 3912.18 ms [2021-01-22 05:29:40 main:574] : INFO : Epoch 2046 | loss: 0.0311551 | val_loss: 0.0311658 | Time: 3980.92 ms [2021-01-22 05:29:44 main:574] : INFO : Epoch 2047 | loss: 0.0311544 | val_loss: 0.031166 | Time: 4183.08 ms [2021-01-22 05:29:48 main:574] : INFO : Epoch 2048 | loss: 0.0311552 | val_loss: 0.0311657 | Time: 3514.75 ms [2021-01-22 05:29:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311657 [2021-01-22 05:29:48 main:603] : INFO : Saving end state to config to file [2021-01-22 05:29:48 main:608] : INFO : Success, exiting.. 05:29:48 (8240): 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)