Task 3325849
| Name | ParityModified-1608176617-24429-0_4 |
| Workunit | 1584976 |
| Created | 18 Dec 2020, 15:29:42 UTC |
| Sent | 18 Dec 2020, 17:08:35 UTC |
| Report deadline | 26 Dec 2020, 17:08:35 UTC |
| Received | 24 Dec 2020, 10:24:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4555 |
| Run time | 2 hours 11 min 18 sec |
| CPU time | 2 hours 4 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,508.78 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 49 main:574] : INFO : Epoch 1542 | loss: 0.0311724 | val_loss: 0.0311713 | Time: 3947.43 ms [2020-12-24 01:53:53 main:574] : INFO : Epoch 1543 | loss: 0.0311717 | val_loss: 0.031171 | Time: 4035.01 ms [2020-12-24 01:53:56 main:574] : INFO : Epoch 1544 | loss: 0.0311756 | val_loss: 0.031179 | Time: 3174.58 ms [2020-12-24 01:54:00 main:574] : INFO : Epoch 1545 | loss: 0.0311748 | val_loss: 0.031171 | Time: 4052.97 ms [2020-12-24 01:54:04 main:574] : INFO : Epoch 1546 | loss: 0.0311738 | val_loss: 0.031173 | Time: 3476.99 ms [2020-12-24 01:54:08 main:574] : INFO : Epoch 1547 | loss: 0.0311758 | val_loss: 0.0311765 | Time: 3812.95 ms [2020-12-24 01:54:12 main:574] : INFO : Epoch 1548 | loss: 0.0311735 | val_loss: 0.0311708 | Time: 4090.94 ms [2020-12-24 01:54:15 main:574] : INFO : Epoch 1549 | loss: 0.031172 | val_loss: 0.0311715 | Time: 3219.63 ms [2020-12-24 01:54:19 main:574] : INFO : Epoch 1550 | loss: 0.031171 | val_loss: 0.031175 | Time: 4029.91 ms [2020-12-24 01:54:23 main:574] : INFO : Epoch 1551 | loss: 0.0311733 | val_loss: 0.0311719 | Time: 4239.42 ms [2020-12-24 01:54:26 main:574] : INFO : Epoch 1552 | loss: 0.0311733 | val_loss: 0.0311699 | Time: 3211.43 ms [2020-12-24 01:54:30 main:574] : INFO : Epoch 1553 | loss: 0.03118 | val_loss: 0.031173 | Time: 4050.56 ms [2020-12-24 01:54:34 main:574] : INFO : Epoch 1554 | loss: 0.0311757 | val_loss: 0.0311745 | Time: 3445.79 ms [2020-12-24 01:54:38 main:574] : INFO : Epoch 1555 | loss: 0.0311726 | val_loss: 0.0311792 | Time: 3780.04 ms [2020-12-24 01:54:42 main:574] : INFO : Epoch 1556 | loss: 0.0311781 | val_loss: 0.0311791 | Time: 4013.7 ms [2020-12-24 01:54:45 main:574] : INFO : Epoch 1557 | loss: 0.0311734 | val_loss: 0.0311722 | Time: 3191.52 ms [2020-12-24 01:54:49 main:574] : INFO : Epoch 1558 | loss: 0.0311746 | val_loss: 0.0311776 | Time: 4051.58 ms [2020-12-24 01:54:53 main:574] : INFO : Epoch 1559 | loss: 0.0311723 | val_loss: 0.031177 | Time: 4000.54 ms [2020-12-24 01:54:56 main:574] : INFO : Epoch 1560 | loss: 0.0311724 | val_loss: 0.0311695 | Time: 3213.43 ms [2020-12-24 01:55:00 main:574] : INFO : Epoch 1561 | loss: 0.0311703 | val_loss: 0.0311701 | Time: 4010.66 ms [2020-12-24 01:55:04 main:574] : INFO : Epoch 1562 | loss: 0.0311685 | val_loss: 0.0311689 | Time: 3524.8 ms [2020-12-24 01:55:07 main:574] : INFO : Epoch 1563 | loss: 0.0311692 | val_loss: 0.0311691 | Time: 3583.31 ms [2020-12-24 01:55:11 main:574] : INFO : Epoch 1564 | loss: 0.031168 | val_loss: 0.0311686 | Time: 4079.86 ms [2020-12-24 01:55:15 main:574] : INFO : Epoch 1565 | loss: 0.0311691 | val_loss: 0.0311722 | Time: 3247.82 ms [2020-12-24 01:55:19 main:574] : INFO : Epoch 1566 | loss: 0.0311716 | val_loss: 0.031172 | Time: 4061.21 ms [2020-12-24 01:55:23 main:574] : INFO : Epoch 1567 | loss: 0.0311686 | val_loss: 0.0311698 | Time: 4087.82 ms [2020-12-24 01:55:26 main:574] : INFO : Epoch 1568 | loss: 0.0311681 | val_loss: 0.0311717 | Time: 3224.95 ms [2020-12-24 01:55:30 main:574] : INFO : Epoch 1569 | loss: 0.0311674 | val_loss: 0.0311697 | Time: 3986.5 ms [2020-12-24 01:55:34 main:574] : INFO : Epoch 1570 | loss: 0.0311716 | val_loss: 0.0311851 | Time: 3672.9 ms [2020-12-24 01:55:37 main:574] : INFO : Epoch 1571 | loss: 0.0311715 | val_loss: 0.0311706 | Time: 3446.83 ms [2020-12-24 01:55:41 main:574] : INFO : Epoch 1572 | loss: 0.0311693 | val_loss: 0.0311695 | Time: 3982.75 ms [2020-12-24 01:55:44 main:574] : INFO : Epoch 1573 | loss: 0.0311692 | val_loss: 0.0311745 | Time: 3178.55 ms [2020-12-24 01:55:49 main:574] : INFO : Epoch 1574 | loss: 0.031171 | val_loss: 0.0311707 | Time: 4116.7 ms [2020-12-24 01:55:53 main:574] : INFO : Epoch 1575 | loss: 0.031169 | val_loss: 0.0311723 | Time: 3979.25 ms [2020-12-24 01:55:56 main:574] : INFO : Epoch 1576 | loss: 0.0311696 | val_loss: 0.0311932 | Time: 3252.1 ms [2020-12-24 01:56:00 main:574] : INFO : Epoch 1577 | loss: 0.0311764 | val_loss: 0.0311701 | Time: 4060.87 ms [2020-12-24 01:56:04 main:574] : INFO : Epoch 1578 | loss: 0.031169 | val_loss: 0.0311694 | Time: 3865.25 ms [2020-12-24 01:56:07 main:574] : INFO : Epoch 1579 | loss: 0.0311654 | val_loss: 0.0311694 | Time: 3334.89 ms [2020-12-24 01:56:11 main:574] : INFO : Epoch 1580 | loss: 0.0311673 | val_loss: 0.0311726 | Time: 3973.57 ms [2020-12-24 01:56:14 main:574] : INFO : Epoch 1581 | loss: 0.0311674 | val_loss: 0.0311746 | Time: 3391.97 ms [2020-12-24 01:56:18 main:574] : INFO : Epoch 1582 | loss: 0.0311681 | val_loss: 0.03117 | Time: 3834.19 ms [2020-12-24 01:56:22 main:574] : INFO : Epoch 1583 | loss: 0.0311689 | val_loss: 0.0311696 | Time: 4170.87 ms [2020-12-24 01:56:26 main:574] : INFO : Epoch 1584 | loss: 0.0311674 | val_loss: 0.0311693 | Time: 3174.13 ms [2020-12-24 01:56:30 main:574] : INFO : Epoch 1585 | loss: 0.031165 | val_loss: 0.0311687 | Time: 3988.02 ms [2020-12-24 01:56:34 main:574] : INFO : Epoch 1586 | loss: 0.0311679 | val_loss: 0.0311826 | Time: 4052.48 ms [2020-12-24 01:56:37 main:574] : INFO : Epoch 1587 | loss: 0.0311703 | val_loss: 0.0311928 | Time: 3288.59 ms [2020-12-24 01:56:41 main:574] : INFO : Epoch 1588 | loss: 0.0311911 | val_loss: 0.0311908 | Time: 4056.36 ms [2020-12-24 01:56:44 main:574] : INFO : Epoch 1589 | loss: 0.0311888 | val_loss: 0.0311844 | Time: 3378.73 ms [2020-12-24 01:56:48 main:574] : INFO : Epoch 1590 | loss: 0.0311836 | val_loss: 0.0311822 | Time: 3859.02 ms [2020-12-24 01:56:52 main:574] : INFO : Epoch 1591 | loss: 0.0311819 | val_loss: 0.031181 | Time: 4126.82 ms [2020-12-24 01:56:56 main:574] : INFO : Epoch 1592 | loss: 0.0311808 | val_loss: 0.0311841 | Time: 3173.24 ms [2020-12-24 01:57:00 main:574] : INFO : Epoch 1593 | loss: 0.0311787 | val_loss: 0.0311769 | Time: 4061.46 ms [2020-12-24 01:57:04 main:574] : INFO : Epoch 1594 | loss: 0.0311756 | val_loss: 0.0311781 | Time: 3999.69 ms [2020-12-24 01:57:07 main:574] : INFO : Epoch 1595 | loss: 0.0311756 | val_loss: 0.0311759 | Time: 3230.18 ms [2020-12-24 01:57:11 main:574] : INFO : Epoch 1596 | loss: 0.0311754 | val_loss: 0.0311749 | Time: 4263.96 ms [2020-12-24 01:57:15 main:574] : INFO : Epoch 1597 | loss: 0.0311751 | val_loss: 0.0311736 | Time: 3356.52 ms [2020-12-24 01:57:18 main:574] : INFO : Epoch 1598 | loss: 0.0311742 | val_loss: 0.0311842 | Time: 3883.31 ms [2020-12-24 01:57:22 main:574] : INFO : Epoch 1599 | loss: 0.0311747 | val_loss: 0.031178 | Time: 4024.03 ms [2020-12-24 01:57:26 main:574] : INFO : Epoch 1600 | loss: 0.0311764 | val_loss: 0.0311716 | Time: 3089.56 ms [2020-12-24 01:57:30 main:574] : INFO : Epoch 1601 | loss: 0.0311753 | val_loss: 0.0311727 | Time: 4038.55 ms [2020-12-24 01:57:34 main:574] : INFO : Epoch 1602 | loss: 0.0311727 | val_loss: 0.0311724 | Time: 4108.08 ms [2020-12-24 01:57:37 main:574] : INFO : Epoch 1603 | loss: 0.0311722 | val_loss: 0.0311776 | Time: 3257.3 ms [2020-12-24 01:57:41 main:574] : INFO : Epoch 1604 | loss: 0.0311703 | val_loss: 0.0311723 | Time: 4050.38 ms [2020-12-24 01:57:45 main:574] : INFO : Epoch 1605 | loss: 0.0311703 | val_loss: 0.0311732 | Time: 3465.06 ms [2020-12-24 01:57:48 main:574] : INFO : Epoch 1606 | loss: 0.0311684 | val_loss: 0.0311705 | Time: 3751.48 ms [2020-12-24 01:57:52 main:574] : INFO : Epoch 1607 | loss: 0.0311689 | val_loss: 0.0311726 | Time: 4048.2 ms [2020-12-24 01:57:56 main:574] : INFO : Epoch 1608 | loss: 0.0311711 | val_loss: 0.0311772 | Time: 3172.2 ms [2020-12-24 01:58:00 main:574] : INFO : Epoch 1609 | loss: 0.0311701 | val_loss: 0.0311746 | Time: 4087.21 ms [2020-12-24 01:58:04 main:574] : INFO : Epoch 1610 | loss: 0.031168 | val_loss: 0.0311697 | Time: 3960.28 ms [2020-12-24 01:58:07 main:574] : INFO : Epoch 1611 | loss: 0.0311664 | val_loss: 0.031169 | Time: 3138.98 ms [2020-12-24 01:58:11 main:574] : INFO : Epoch 1612 | loss: 0.0311711 | val_loss: 0.0311748 | Time: 4059.07 ms [2020-12-24 01:58:14 main:574] : INFO : Epoch 1613 | loss: 0.0311723 | val_loss: 0.0311699 | Time: 3575.01 ms [2020-12-24 01:58:18 main:574] : INFO : Epoch 1614 | loss: 0.0311659 | val_loss: 0.0311732 | Time: 3648.14 ms [2020-12-24 01:58:22 main:574] : INFO : Epoch 1615 | loss: 0.0311668 | val_loss: 0.0311699 | Time: 4009.84 ms [2020-12-24 01:58:25 main:574] : INFO : Epoch 1616 | loss: 0.0311664 | val_loss: 0.0311805 | Time: 3253.85 ms [2020-12-24 01:58:29 main:574] : INFO : Epoch 1617 | loss: 0.0311751 | val_loss: 0.0311691 | Time: 4073.07 ms [2020-12-24 01:58:33 main:574] : INFO : Epoch 1618 | loss: 0.0311724 | val_loss: 0.0311678 | Time: 3979.43 ms [2020-12-24 01:58:37 main:574] : INFO : Epoch 1619 | loss: 0.0311694 | val_loss: 0.0311701 | Time: 3191.01 ms [2020-12-24 01:58:41 main:574] : INFO : Epoch 1620 | loss: 0.0311662 | val_loss: 0.0311679 | Time: 3952.79 ms [2020-12-24 01:58:44 main:574] : INFO : Epoch 1621 | loss: 0.0311664 | val_loss: 0.0311668 | Time: 3720.2 ms [2020-12-24 01:58:48 main:574] : INFO : Epoch 1622 | loss: 0.0311656 | val_loss: 0.0311736 | Time: 3460.63 ms [2020-12-24 01:58:52 main:574] : INFO : Epoch 1623 | loss: 0.0311662 | val_loss: 0.031169 | Time: 4131.3 ms [2020-12-24 01:58:55 main:574] : INFO : Epoch 1624 | loss: 0.0311663 | val_loss: 0.0311732 | Time: 3203.04 ms [2020-12-24 01:58:59 main:574] : INFO : Epoch 1625 | loss: 0.0311654 | val_loss: 0.0311677 | Time: 4172.73 ms [2020-12-24 01:59:03 main:574] : INFO : Epoch 1626 | loss: 0.0311624 | val_loss: 0.0311672 | Time: 4022.5 ms [2020-12-24 01:59:07 main:574] : INFO : Epoch 1627 | loss: 0.0311624 | val_loss: 0.0311668 | Time: 3217.02 ms [2020-12-24 01:59:11 main:574] : INFO : Epoch 1628 | loss: 0.0311616 | val_loss: 0.0311669 | Time: 4012.05 ms [2020-12-24 01:59:14 main:574] : INFO : Epoch 1629 | loss: 0.0311662 | val_loss: 0.031168 | Time: 3847.93 ms [2020-12-24 01:59:18 main:574] : INFO : Epoch 1630 | loss: 0.031166 | val_loss: 0.031166 | Time: 3524.27 ms [2020-12-24 01:59:22 main:574] : INFO : Epoch 1631 | loss: 0.0311645 | val_loss: 0.0311831 | Time: 4108.71 ms [2020-12-24 01:59:25 main:574] : INFO : Epoch 1632 | loss: 0.0311662 | val_loss: 0.0311695 | Time: 3254.23 ms [2020-12-24 01:59:29 main:574] : INFO : Epoch 1633 | loss: 0.0311613 | val_loss: 0.0311659 | Time: 4012.32 ms [2020-12-24 01:59:33 main:574] : INFO : Epoch 1634 | loss: 0.031164 | val_loss: 0.0311664 | Time: 3971.63 ms [2020-12-24 01:59:36 main:574] : INFO : Epoch 1635 | loss: 0.0311622 | val_loss: 0.0311655 | Time: 3156.72 ms [2020-12-24 01:59:40 main:574] : INFO : Epoch 1636 | loss: 0.0311614 | val_loss: 0.0311699 | Time: 3979.93 ms [2020-12-24 01:59:44 main:574] : INFO : Epoch 1637 | loss: 0.0311643 | val_loss: 0.0311736 | Time: 3874.2 ms [2020-12-24 01:59:48 main:574] : INFO : Epoch 1638 | loss: 0.0311637 | val_loss: 0.0311705 | Time: 3248.89 ms [2020-12-24 01:59:52 main:574] : INFO : Epoch 1639 | loss: 0.0311616 | val_loss: 0.0311714 | Time: 4080.14 ms [2020-12-24 01:59:55 main:574] : INFO : Epoch 1640 | loss: 0.0311612 | val_loss: 0.0311724 | Time: 3564.26 ms [2020-12-24 01:59:59 main:574] : INFO : Epoch 1641 | loss: 0.0311595 | val_loss: 0.0311646 | Time: 4007.28 ms [2020-12-24 02:00:03 main:574] : INFO : Epoch 1642 | loss: 0.0311601 | val_loss: 0.0311683 | Time: 4142.27 ms [2020-12-24 02:00:07 main:574] : INFO : Epoch 1643 | loss: 0.0311604 | val_loss: 0.0311641 | Time: 3220.58 ms [2020-12-24 02:00:11 main:574] : INFO : Epoch 1644 | loss: 0.0311589 | val_loss: 0.0311647 | Time: 4052.08 ms [2020-12-24 02:00:15 main:574] : INFO : Epoch 1645 | loss: 0.031157 | val_loss: 0.0311654 | Time: 3771.96 ms [2020-12-24 02:00:18 main:574] : INFO : Epoch 1646 | loss: 0.0311583 | val_loss: 0.0311642 | Time: 3376.1 ms [2020-12-24 02:00:22 main:574] : INFO : Epoch 1647 | loss: 0.0311593 | val_loss: 0.0311645 | Time: 4036.22 ms [2020-12-24 02:00:25 main:574] : INFO : Epoch 1648 | loss: 0.0311566 | val_loss: 0.0311673 | Time: 3285.88 ms [2020-12-24 02:00:29 main:574] : INFO : Epoch 1649 | loss: 0.0311585 | val_loss: 0.0311654 | Time: 4028.54 ms [2020-12-24 02:00:33 main:574] : INFO : Epoch 1650 | loss: 0.0311584 | val_loss: 0.0311633 | Time: 4173.11 ms [2020-12-24 02:00:37 main:574] : INFO : Epoch 1651 | loss: 0.0311603 | val_loss: 0.0311666 | Time: 3165.81 ms [2020-12-24 02:00:41 main:574] : INFO : Epoch 1652 | loss: 0.0311609 | val_loss: 0.0311659 | Time: 3985.86 ms [2020-12-24 02:00:44 main:574] : INFO : Epoch 1653 | loss: 0.0311614 | val_loss: 0.0311662 | Time: 3870.22 ms [2020-12-24 02:00:48 main:574] : INFO : Epoch 1654 | loss: 0.0311609 | val_loss: 0.0311717 | Time: 3330.58 ms [2020-12-24 02:00:52 main:574] : INFO : Epoch 1655 | loss: 0.0311589 | val_loss: 0.0311643 | Time: 4035.05 ms [2020-12-24 02:00:55 main:574] : INFO : Epoch 1656 | loss: 0.0311553 | val_loss: 0.0311652 | Time: 3341.18 ms [2020-12-24 02:00:59 main:574] : INFO : Epoch 1657 | loss: 0.0311554 | val_loss: 0.0311638 | Time: 3814.51 ms [2020-12-24 02:01:03 main:574] : INFO : Epoch 1658 | loss: 0.0311557 | val_loss: 0.0311649 | Time: 4035.15 ms [2020-12-24 02:01:06 main:574] : INFO : Epoch 1659 | loss: 0.0311559 | val_loss: 0.0311653 | Time: 3172.56 ms [2020-12-24 02:01:10 main:574] : INFO : Epoch 1660 | loss: 0.0311556 | val_loss: 0.0311674 | Time: 4032.55 ms [2020-12-24 02:01:14 main:574] : INFO : Epoch 1661 | loss: 0.0311553 | val_loss: 0.0311662 | Time: 4038.87 ms [2020-12-24 02:01:17 main:574] : INFO : Epoch 1662 | loss: 0.0311554 | val_loss: 0.0311635 | Time: 3100.29 ms [2020-12-24 02:01:22 main:574] : INFO : Epoch 1663 | loss: 0.0311567 | val_loss: 0.0311769 | Time: 4099.35 ms [2020-12-24 02:01:25 main:574] : INFO : Epoch 1664 | loss: 0.0311593 | val_loss: 0.0311647 | Time: 3514.99 ms [2020-12-24 02:01:29 main:574] : INFO : Epoch 1665 | loss: 0.0311545 | val_loss: 0.0311675 | Time: 3733.26 ms [2020-12-24 02:01:33 main:574] : INFO : Epoch 1666 | loss: 0.0311538 | val_loss: 0.0311624 | Time: 3994.29 ms [2020-12-24 02:01:36 main:574] : INFO : Epoch 1667 | loss: 0.0311555 | val_loss: 0.0311666 | Time: 3253.82 ms [2020-12-24 02:01:40 main:574] : INFO : Epoch 1668 | loss: 0.0311577 | val_loss: 0.0311668 | Time: 3996.18 ms [2020-12-24 02:01:44 main:574] : INFO : Epoch 1669 | loss: 0.0311556 | val_loss: 0.0311647 | Time: 4089.32 ms [2020-12-24 02:01:47 main:574] : INFO : Epoch 1670 | loss: 0.0311558 | val_loss: 0.0311691 | Time: 3280.86 ms [2020-12-24 02:01:52 main:574] : INFO : Epoch 1671 | loss: 0.0311539 | val_loss: 0.0311643 | Time: 4076.55 ms [2020-12-24 02:01:55 main:574] : INFO : Epoch 1672 | loss: 0.0311527 | val_loss: 0.0311628 | Time: 3563.87 ms [2020-12-24 02:01:59 main:574] : INFO : Epoch 1673 | loss: 0.0311544 | val_loss: 0.0311644 | Time: 3657.48 ms [2020-12-24 02:02:03 main:574] : INFO : Epoch 1674 | loss: 0.0311536 | val_loss: 0.0311685 | Time: 4031.31 ms [2020-12-24 02:02:06 main:574] : INFO : Epoch 1675 | loss: 0.031153 | val_loss: 0.031164 | Time: 3249.75 ms [2020-12-24 02:02:10 main:574] : INFO : Epoch 1676 | loss: 0.0311522 | val_loss: 0.0311637 | Time: 3983.46 ms [2020-12-24 02:02:14 main:574] : INFO : Epoch 1677 | loss: 0.0311521 | val_loss: 0.0311643 | Time: 4023.68 ms [2020-12-24 02:02:17 main:574] : INFO : Epoch 1678 | loss: 0.0311513 | val_loss: 0.0311671 | Time: 3211.86 ms [2020-12-24 02:02:21 main:574] : INFO : Epoch 1679 | loss: 0.031154 | val_loss: 0.0311669 | Time: 3974.51 ms [2020-12-24 02:02:25 main:574] : INFO : Epoch 1680 | loss: 0.0311534 | val_loss: 0.0311632 | Time: 3655.09 ms [2020-12-24 02:02:28 main:574] : INFO : Epoch 1681 | loss: 0.0311544 | val_loss: 0.0311644 | Time: 3352.56 ms [2020-12-24 02:02:32 main:574] : INFO : Epoch 1682 | loss: 0.0311556 | val_loss: 0.0311631 | Time: 4011.56 ms [2020-12-24 02:02:36 main:574] : INFO : Epoch 1683 | loss: 0.0311538 | val_loss: 0.0311659 | Time: 3254.71 ms [2020-12-24 02:02:40 main:574] : INFO : Epoch 1684 | loss: 0.0311521 | val_loss: 0.0311706 | Time: 4066.49 ms [2020-12-24 02:02:44 main:574] : INFO : Epoch 1685 | loss: 0.0311515 | val_loss: 0.0311638 | Time: 4056 ms [2020-12-24 02:02:47 main:574] : INFO : Epoch 1686 | loss: 0.0311498 | val_loss: 0.0311636 | Time: 3154.97 ms [2020-12-24 02:02:51 main:574] : INFO : Epoch 1687 | loss: 0.0311555 | val_loss: 0.0311716 | Time: 4080.1 ms [2020-12-24 02:02:55 main:574] : INFO : Epoch 1688 | loss: 0.0311518 | val_loss: 0.0311686 | Time: 3937.86 ms [2020-12-24 02:02:58 main:574] : INFO : Epoch 1689 | loss: 0.0311541 | val_loss: 0.0311635 | Time: 3348.14 ms [2020-12-24 02:03:02 main:574] : INFO : Epoch 1690 | loss: 0.0311513 | val_loss: 0.0311637 | Time: 3956.48 ms [2020-12-24 02:03:06 main:574] : INFO : Epoch 1691 | loss: 0.0311512 | val_loss: 0.0311661 | Time: 3329.68 ms [2020-12-24 02:03:09 main:574] : INFO : Epoch 1692 | loss: 0.0311532 | val_loss: 0.0311714 | Time: 3729.12 ms [2020-12-24 02:03:13 main:574] : INFO : Epoch 1693 | loss: 0.0311597 | val_loss: 0.0311651 | Time: 3970.69 ms [2020-12-24 02:03:17 main:574] : INFO : Epoch 1694 | loss: 0.0311565 | val_loss: 0.0311631 | Time: 3270.71 ms [2020-12-24 02:03:21 main:574] : INFO : Epoch 1695 | loss: 0.03115 | val_loss: 0.0311664 | Time: 4007.67 ms [2020-12-24 02:03:25 main:574] : INFO : Epoch 1696 | loss: 0.0311521 | val_loss: 0.0311625 | Time: 3950.43 ms [2020-12-24 02:03:28 main:574] : INFO : Epoch 1697 | loss: 0.0311496 | val_loss: 0.0311673 | Time: 3251.02 ms [2020-12-24 02:03:32 main:574] : INFO : Epoch 1698 | loss: 0.0311526 | val_loss: 0.0311693 | Time: 4083.94 ms [2020-12-24 02:03:35 main:574] : INFO : Epoch 1699 | loss: 0.0311497 | val_loss: 0.031165 | Time: 3506.66 ms [2020-12-24 02:03:39 main:574] : INFO : Epoch 1700 | loss: 0.0311487 | val_loss: 0.0311647 | Time: 3604.93 ms [2020-12-24 02:03:43 main:574] : INFO : Epoch 1701 | loss: 0.0311513 | val_loss: 0.0311667 | Time: 4023.39 ms [2020-12-24 02:03:46 main:574] : INFO : Epoch 1702 | loss: 0.0311503 | val_loss: 0.0311634 | Time: 3204.53 ms [2020-12-24 02:03:50 main:574] : INFO : Epoch 1703 | loss: 0.0311489 | val_loss: 0.031162 | Time: 4022.81 ms [2020-12-24 02:03:54 main:574] : INFO : Epoch 1704 | loss: 0.0311475 | val_loss: 0.0311652 | Time: 4080.21 ms [2020-12-24 02:03:58 main:574] : INFO : Epoch 1705 | loss: 0.0311474 | val_loss: 0.0311656 | Time: 3199.52 ms [2020-12-24 02:04:02 main:574] : INFO : Epoch 1706 | loss: 0.0311489 | val_loss: 0.0311631 | Time: 4035.06 ms [2020-12-24 02:04:05 main:574] : INFO : Epoch 1707 | loss: 0.0311468 | val_loss: 0.0311653 | Time: 3718.41 ms [2020-12-24 02:04:09 main:574] : INFO : Epoch 1708 | loss: 0.0311464 | val_loss: 0.0311626 | Time: 3603.31 ms [2020-12-24 02:04:13 main:574] : INFO : Epoch 1709 | loss: 0.0311472 | val_loss: 0.0311627 | Time: 4069.99 ms [2020-12-24 02:04:16 main:574] : INFO : Epoch 1710 | loss: 0.031148 | val_loss: 0.0311639 | Time: 3071.08 ms [2020-12-24 02:04:20 main:574] : INFO : Epoch 1711 | loss: 0.0311468 | val_loss: 0.0311624 | Time: 3924.12 ms [2020-12-24 02:04:24 main:574] : INFO : Epoch 1712 | loss: 0.0311497 | val_loss: 0.0311669 | Time: 4283.55 ms [2020-12-24 02:04:28 main:574] : INFO : Epoch 1713 | loss: 0.0311511 | val_loss: 0.031169 | Time: 3341.59 ms [2020-12-24 02:04:32 main:574] : INFO : Epoch 1714 | loss: 0.0311481 | val_loss: 0.0311643 | Time: 4029.56 ms [2020-12-24 02:04:35 main:574] : INFO : Epoch 1715 | loss: 0.0311471 | val_loss: 0.0311662 | Time: 3661.9 ms [2020-12-24 02:04:39 main:574] : INFO : Epoch 1716 | loss: 0.0311462 | val_loss: 0.0311655 | Time: 3426.71 ms [2020-12-24 02:04:43 main:574] : INFO : Epoch 1717 | loss: 0.0311491 | val_loss: 0.0311656 | Time: 3946.79 ms [2020-12-24 02:04:46 main:574] : INFO : Epoch 1718 | loss: 0.0311472 | val_loss: 0.0311647 | Time: 3243.06 ms [2020-12-24 02:04:50 main:574] : INFO : Epoch 1719 | loss: 0.0311474 | val_loss: 0.0311695 | Time: 3960.02 ms [2020-12-24 02:04:54 main:574] : INFO : Epoch 1720 | loss: 0.0311473 | val_loss: 0.0311622 | Time: 4042.05 ms [2020-12-24 02:04:57 main:574] : INFO : Epoch 1721 | loss: 0.031146 | val_loss: 0.0311784 | Time: 3190.09 ms [2020-12-24 02:05:01 main:574] : INFO : Epoch 1722 | loss: 0.0311503 | val_loss: 0.0311645 | Time: 4026.81 ms [2020-12-24 02:05:05 main:574] : INFO : Epoch 1723 | loss: 0.0311477 | val_loss: 0.0311608 | Time: 3907.17 ms [2020-12-24 02:05:08 main:574] : INFO : Epoch 1724 | loss: 0.0311458 | val_loss: 0.0311607 | Time: 3223.1 ms [2020-12-24 02:05:12 main:574] : INFO : Epoch 1725 | loss: 0.0311483 | val_loss: 0.031167 | Time: 3994.71 ms [2020-12-24 02:05:16 main:574] : INFO : Epoch 1726 | loss: 0.031146 | val_loss: 0.0311602 | Time: 3467.79 ms [2020-12-24 02:05:20 main:574] : INFO : Epoch 1727 | loss: 0.0311446 | val_loss: 0.0311651 | Time: 3766.93 ms [2020-12-24 02:05:24 main:574] : INFO : Epoch 1728 | loss: 0.0311461 | val_loss: 0.0311606 | Time: 4039.49 ms [2020-12-24 02:05:27 main:574] : INFO : Epoch 1729 | loss: 0.0311442 | val_loss: 0.0311621 | Time: 3210.01 ms [2020-12-24 02:05:31 main:574] : INFO : Epoch 1730 | loss: 0.0311456 | val_loss: 0.0311644 | Time: 3970.28 ms [2020-12-24 02:05:35 main:574] : INFO : Epoch 1731 | loss: 0.031147 | val_loss: 0.0311591 | Time: 4028.46 ms [2020-12-24 02:05:38 main:574] : INFO : Epoch 1732 | loss: 0.0311441 | val_loss: 0.0311627 | Time: 3217.76 ms [2020-12-24 02:05:42 main:574] : INFO : Epoch 1733 | loss: 0.031144 | val_loss: 0.0311582 | Time: 4053.85 ms [2020-12-24 02:05:46 main:574] : INFO : Epoch 1734 | loss: 0.031144 | val_loss: 0.0311593 | Time: 3524.29 ms [2020-12-24 02:05:49 main:574] : INFO : Epoch 1735 | loss: 0.0311438 | val_loss: 0.0311618 | Time: 3594.8 ms [2020-12-24 02:05:53 main:574] : INFO : Epoch 1736 | loss: 0.0311434 | val_loss: 0.0311659 | Time: 3997.7 ms [2020-12-24 02:05:57 main:574] : INFO : Epoch 1737 | loss: 0.0311429 | val_loss: 0.0311621 | Time: 3143.99 ms [2020-12-24 02:06:01 main:574] : INFO : Epoch 1738 | loss: 0.031142 | val_loss: 0.031163 | Time: 4062.31 ms [2020-12-24 02:06:05 main:574] : INFO : Epoch 1739 | loss: 0.0311442 | val_loss: 0.0311605 | Time: 3998.9 ms [2020-12-24 02:06:08 main:574] : INFO : Epoch 1740 | loss: 0.0311461 | val_loss: 0.0311611 | Time: 3251.15 ms [2020-12-24 02:06:12 main:574] : INFO : Epoch 1741 | loss: 0.0311501 | val_loss: 0.0311658 | Time: 4132.47 ms [2020-12-24 02:06:16 main:574] : INFO : Epoch 1742 | loss: 0.0311452 | val_loss: 0.0311599 | Time: 3686.53 ms [2020-12-24 02:06:19 main:574] : INFO : Epoch 1743 | loss: 0.0311444 | val_loss: 0.0311637 | Time: 3553.33 ms [2020-12-24 02:06:23 main:574] : INFO : Epoch 1744 | loss: 0.0311426 | val_loss: 0.0311585 | Time: 4089.29 ms [2020-12-24 02:06:27 main:574] : INFO : Epoch 1745 | loss: 0.0311437 | val_loss: 0.0311608 | Time: 3248.77 ms [2020-12-24 02:06:31 main:574] : INFO : Epoch 1746 | loss: 0.0311454 | val_loss: 0.0311762 | Time: 4011.58 ms [2020-12-24 02:06:35 main:574] : INFO : Epoch 1747 | loss: 0.0311426 | val_loss: 0.0311605 | Time: 4018.23 ms [2020-12-24 02:06:38 main:574] : INFO : Epoch 1748 | loss: 0.0311412 | val_loss: 0.0311605 | Time: 3140.9 ms [2020-12-24 02:06:42 main:574] : INFO : Epoch 1749 | loss: 0.0311439 | val_loss: 0.0311622 | Time: 4052.03 ms [2020-12-24 02:06:46 main:574] : INFO : Epoch 1750 | loss: 0.0311421 | val_loss: 0.0311596 | Time: 3795.06 ms [2020-12-24 02:06:49 main:574] : INFO : Epoch 1751 | loss: 0.0311421 | val_loss: 0.0311606 | Time: 3524.32 ms [2020-12-24 02:06:53 main:574] : INFO : Epoch 1752 | loss: 0.0311436 | val_loss: 0.0311609 | Time: 3981.01 ms [2020-12-24 02:06:57 main:574] : INFO : Epoch 1753 | loss: 0.0311457 | val_loss: 0.0311604 | Time: 3247.29 ms [2020-12-24 02:07:00 main:574] : INFO : Epoch 1754 | loss: 0.0311465 | val_loss: 0.0311596 | Time: 3970.68 ms [2020-12-24 02:07:05 main:574] : INFO : Epoch 1755 | loss: 0.0311466 | val_loss: 0.0311617 | Time: 4026.93 ms [2020-12-24 02:07:08 main:574] : INFO : Epoch 1756 | loss: 0.0311427 | val_loss: 0.0311656 | Time: 3123.09 ms [2020-12-24 02:07:12 main:574] : INFO : Epoch 1757 | loss: 0.0311403 | val_loss: 0.0311614 | Time: 4115.94 ms [2020-12-24 02:07:16 main:574] : INFO : Epoch 1758 | loss: 0.0311392 | val_loss: 0.0311642 | Time: 3838.34 ms [2020-12-24 02:07:19 main:574] : INFO : Epoch 1759 | loss: 0.0311398 | val_loss: 0.0311599 | Time: 3320.29 ms [2020-12-24 02:07:23 main:574] : INFO : Epoch 1760 | loss: 0.0311393 | val_loss: 0.0311578 | Time: 4034.11 ms [2020-12-24 02:07:26 main:574] : INFO : Epoch 1761 | loss: 0.0311395 | val_loss: 0.0311627 | Time: 3382.13 ms [2020-12-24 02:07:30 main:574] : INFO : Epoch 1762 | loss: 0.0311411 | val_loss: 0.0311586 | Time: 3806.27 ms [2020-12-24 02:07:34 main:574] : INFO : Epoch 1763 | loss: 0.0311431 | val_loss: 0.031162 | Time: 3977.03 ms [2020-12-24 02:07:37 main:574] : INFO : Epoch 1764 | loss: 0.0311418 | val_loss: 0.0311622 | Time: 3184.33 ms [2020-12-24 02:07:41 main:574] : INFO : Epoch 1765 | loss: 0.0311397 | val_loss: 0.0311587 | Time: 3967.69 ms [2020-12-24 02:07:45 main:574] : INFO : Epoch 1766 | loss: 0.0311406 | val_loss: 0.0311684 | Time: 4052.67 ms [2020-12-24 02:07:48 main:574] : INFO : Epoch 1767 | loss: 0.0311408 | val_loss: 0.031159 | Time: 3082.37 ms [2020-12-24 02:07:52 main:574] : INFO : Epoch 1768 | loss: 0.0311398 | val_loss: 0.0311593 | Time: 3962.43 ms [2020-12-24 02:07:56 main:574] : INFO : Epoch 1769 | loss: 0.0311427 | val_loss: 0.0311589 | Time: 3663.59 ms [2020-12-24 02:08:00 main:574] : INFO : Epoch 1770 | loss: 0.0311405 | val_loss: 0.0311622 | Time: 3711.87 ms [2020-12-24 02:08:04 main:574] : INFO : Epoch 1771 | loss: 0.0311403 | val_loss: 0.0311608 | Time: 3993.11 ms [2020-12-24 02:08:07 main:574] : INFO : Epoch 1772 | loss: 0.0311398 | val_loss: 0.0311585 | Time: 3220.71 ms [2020-12-24 02:08:11 main:574] : INFO : Epoch 1773 | loss: 0.0311383 | val_loss: 0.0311574 | Time: 3904.82 ms [2020-12-24 02:08:15 main:574] : INFO : Epoch 1774 | loss: 0.0311374 | val_loss: 0.0311587 | Time: 4053.4 ms [2020-12-24 02:08:18 main:574] : INFO : Epoch 1775 | loss: 0.0311399 | val_loss: 0.031161 | Time: 3109.23 ms [2020-12-24 02:08:22 main:574] : INFO : Epoch 1776 | loss: 0.0311364 | val_loss: 0.0311607 | Time: 4024.04 ms [2020-12-24 02:08:26 main:574] : INFO : Epoch 1777 | loss: 0.0311381 | val_loss: 0.0311609 | Time: 3792.29 ms [2020-12-24 02:08:29 main:574] : INFO : Epoch 1778 | loss: 0.0311399 | val_loss: 0.0311601 | Time: 3467.93 ms [2020-12-24 02:08:34 main:574] : INFO : Epoch 1779 | loss: 0.0311384 | val_loss: 0.0311568 | Time: 4078.59 ms [2020-12-24 02:08:37 main:574] : INFO : Epoch 1780 | loss: 0.0311385 | val_loss: 0.0311606 | Time: 3184.56 ms [2020-12-24 02:08:41 main:574] : INFO : Epoch 1781 | loss: 0.0311396 | val_loss: 0.0311598 | Time: 4051.41 ms [2020-12-24 02:08:45 main:574] : INFO : Epoch 1782 | loss: 0.0311366 | val_loss: 0.0311599 | Time: 4014.28 ms [2020-12-24 02:08:48 main:574] : INFO : Epoch 1783 | loss: 0.0311382 | val_loss: 0.0311575 | Time: 3213.65 ms [2020-12-24 02:08:52 main:574] : INFO : Epoch 1784 | loss: 0.0311375 | val_loss: 0.0311589 | Time: 4006.44 ms [2020-12-24 02:08:56 main:574] : INFO : Epoch 1785 | loss: 0.0311379 | val_loss: 0.0311581 | Time: 3858.39 ms [2020-12-24 02:08:59 main:574] : INFO : Epoch 1786 | loss: 0.0311527 | val_loss: 0.0311671 | Time: 3362.4 ms [2020-12-24 02:09:03 main:574] : INFO : Epoch 1787 | loss: 0.0311587 | val_loss: 0.0311607 | Time: 4054.77 ms [2020-12-24 02:09:07 main:574] : INFO : Epoch 1788 | loss: 0.0311525 | val_loss: 0.0311572 | Time: 3349.73 ms [2020-12-24 02:09:11 main:574] : INFO : Epoch 1789 | loss: 0.0311471 | val_loss: 0.0311553 | Time: 4052.51 ms [2020-12-24 02:09:15 main:574] : INFO : Epoch 1790 | loss: 0.0311455 | val_loss: 0.0311551 | Time: 4047.91 ms [2020-12-24 02:09:18 main:574] : INFO : Epoch 1791 | loss: 0.031144 | val_loss: 0.03116 | Time: 3194.98 ms [2020-12-24 02:09:22 main:574] : INFO : Epoch 1792 | loss: 0.0311445 | val_loss: 0.0311597 | Time: 4030.37 ms [2020-12-24 02:09:26 main:574] : INFO : Epoch 1793 | loss: 0.0311449 | val_loss: 0.0311611 | Time: 3917.53 ms [2020-12-24 02:09:29 main:574] : INFO : Epoch 1794 | loss: 0.0311428 | val_loss: 0.0311586 | Time: 3257.53 ms [2020-12-24 02:09:33 main:574] : INFO : Epoch 1795 | loss: 0.0311413 | val_loss: 0.0311567 | Time: 3983.28 ms [2020-12-24 02:09:37 main:574] : INFO : Epoch 1796 | loss: 0.0311446 | val_loss: 0.0311582 | Time: 3384.52 ms [2020-12-24 02:09:40 main:574] : INFO : Epoch 1797 | loss: 0.0311422 | val_loss: 0.0311548 | Time: 3731.64 ms [2020-12-24 02:09:44 main:574] : INFO : Epoch 1798 | loss: 0.0311427 | val_loss: 0.0311599 | Time: 3980.61 ms [2020-12-24 02:09:48 main:574] : INFO : Epoch 1799 | loss: 0.0311441 | val_loss: 0.0311568 | Time: 3230.94 ms [2020-12-24 02:09:52 main:574] : INFO : Epoch 1800 | loss: 0.0311417 | val_loss: 0.0311569 | Time: 4056.98 ms [2020-12-24 02:09:56 main:574] : INFO : Epoch 1801 | loss: 0.0311433 | val_loss: 0.0311704 | Time: 4058.17 ms [2020-12-24 02:09:59 main:574] : INFO : Epoch 1802 | loss: 0.0311494 | val_loss: 0.0311724 | Time: 3226.67 ms [2020-12-24 02:10:03 main:574] : INFO : Epoch 1803 | loss: 0.0311426 | val_loss: 0.0311551 | Time: 4071.43 ms [2020-12-24 02:10:07 main:574] : INFO : Epoch 1804 | loss: 0.03114 | val_loss: 0.0311577 | Time: 3471.51 ms [2020-12-24 02:10:10 main:574] : INFO : Epoch 1805 | loss: 0.0311364 | val_loss: 0.0311573 | Time: 3576.69 ms [2020-12-24 02:10:14 main:574] : INFO : Epoch 1806 | loss: 0.0311365 | val_loss: 0.0311534 | Time: 3944.74 ms [2020-12-24 02:10:17 main:574] : INFO : Epoch 1807 | loss: 0.0311376 | val_loss: 0.0311537 | Time: 3340.62 ms [2020-12-24 02:10:21 main:574] : INFO : Epoch 1808 | loss: 0.0311405 | val_loss: 0.0311616 | Time: 3939.96 ms [2020-12-24 02:10:25 main:574] : INFO : Epoch 1809 | loss: 0.0311446 | val_loss: 0.0311553 | Time: 3997.93 ms [2020-12-24 02:10:29 main:574] : INFO : Epoch 1810 | loss: 0.0311431 | val_loss: 0.0311532 | Time: 3222.42 ms [2020-12-24 02:10:33 main:574] : INFO : Epoch 1811 | loss: 0.0311383 | val_loss: 0.0311532 | Time: 4011.87 ms [2020-12-24 02:10:36 main:574] : INFO : Epoch 1812 | loss: 0.0311396 | val_loss: 0.0311532 | Time: 3708 ms [2020-12-24 02:10:40 main:574] : INFO : Epoch 1813 | loss: 0.0311373 | val_loss: 0.0311687 | Time: 3299.16 ms [2020-12-24 02:10:44 main:574] : INFO : Epoch 1814 | loss: 0.031141 | val_loss: 0.0311607 | Time: 3965.61 ms [2020-12-24 02:10:47 main:574] : INFO : Epoch 1815 | loss: 0.0311377 | val_loss: 0.0311551 | Time: 3312.6 ms [2020-12-24 02:10:51 main:574] : INFO : Epoch 1816 | loss: 0.0311359 | val_loss: 0.0311575 | Time: 3769.35 ms [2020-12-24 02:10:55 main:574] : INFO : Epoch 1817 | loss: 0.0311347 | val_loss: 0.0311587 | Time: 4136.9 ms [2020-12-24 02:10:58 main:574] : INFO : Epoch 1818 | loss: 0.0311338 | val_loss: 0.0311572 | Time: 3246.87 ms [2020-12-24 02:11:02 main:574] : INFO : Epoch 1819 | loss: 0.0311383 | val_loss: 0.0311561 | Time: 4069.37 ms [2020-12-24 02:11:06 main:574] : INFO : Epoch 1820 | loss: 0.0311446 | val_loss: 0.0311584 | Time: 3988 ms [2020-12-24 02:11:09 main:574] : INFO : Epoch 1821 | loss: 0.0311377 | val_loss: 0.0311586 | Time: 3249.16 ms [2020-12-24 02:11:13 main:574] : INFO : Epoch 1822 | loss: 0.0311353 | val_loss: 0.0311563 | Time: 3952.09 ms [2020-12-24 02:11:17 main:574] : INFO : Epoch 1823 | loss: 0.0311345 | val_loss: 0.0311549 | Time: 3430.8 ms [2020-12-24 02:11:21 main:574] : INFO : Epoch 1824 | loss: 0.0311358 | val_loss: 0.0311568 | Time: 3700.04 ms [2020-12-24 02:11:25 main:574] : INFO : Epoch 1825 | loss: 0.031135 | val_loss: 0.0311554 | Time: 4102.76 ms [2020-12-24 02:11:28 main:574] : INFO : Epoch 1826 | loss: 0.0311347 | val_loss: 0.0311532 | Time: 3215.92 ms [2020-12-24 02:11:32 main:574] : INFO : Epoch 1827 | loss: 0.0311351 | val_loss: 0.0311558 | Time: 3996.26 ms [2020-12-24 02:11:36 main:574] : INFO : Epoch 1828 | loss: 0.0311344 | val_loss: 0.0311607 | Time: 4082.7 ms [2020-12-24 02:11:39 main:574] : INFO : Epoch 1829 | loss: 0.0311382 | val_loss: 0.0311566 | Time: 3155.15 ms [2020-12-24 02:11:43 main:574] : INFO : Epoch 1830 | loss: 0.0311359 | val_loss: 0.0311564 | Time: 4069.56 ms [2020-12-24 02:11:47 main:574] : INFO : Epoch 1831 | loss: 0.031134 | val_loss: 0.031156 | Time: 3602.71 ms [2020-12-24 02:11:51 main:574] : INFO : Epoch 1832 | loss: 0.0311335 | val_loss: 0.0311576 | Time: 3641.49 ms [2020-12-24 02:11:54 main:574] : INFO : Epoch 1833 | loss: 0.0311347 | val_loss: 0.0311602 | Time: 3951.54 ms [2020-12-24 02:11:58 main:574] : INFO : Epoch 1834 | loss: 0.0311338 | val_loss: 0.0311681 | Time: 3246.54 ms [2020-12-24 02:12:02 main:574] : INFO : Epoch 1835 | loss: 0.0311392 | val_loss: 0.0311562 | Time: 3949.9 ms [2020-12-24 02:12:06 main:574] : INFO : Epoch 1836 | loss: 0.0311338 | val_loss: 0.0311633 | Time: 3968.6 ms [2020-12-24 02:12:09 main:574] : INFO : Epoch 1837 | loss: 0.0311352 | val_loss: 0.0311563 | Time: 3543.99 ms [2020-12-24 02:12:13 main:574] : INFO : Epoch 1838 | loss: 0.0311351 | val_loss: 0.0311564 | Time: 4052.4 ms [2020-12-24 02:12:17 main:574] : INFO : Epoch 1839 | loss: 0.0311331 | val_loss: 0.0311562 | Time: 3653.5 ms [2020-12-24 02:12:21 main:574] : INFO : Epoch 1840 | loss: 0.0311352 | val_loss: 0.0311582 | Time: 3604.31 ms [2020-12-24 02:12:25 main:574] : INFO : Epoch 1841 | loss: 0.031134 | val_loss: 0.0311538 | Time: 3967.41 ms [2020-12-24 02:12:28 main:574] : INFO : Epoch 1842 | loss: 0.0311326 | val_loss: 0.0311602 | Time: 3103.99 ms [2020-12-24 02:12:32 main:574] : INFO : Epoch 1843 | loss: 0.0311326 | val_loss: 0.0311563 | Time: 4077.16 ms [2020-12-24 02:12:36 main:574] : INFO : Epoch 1844 | loss: 0.0311307 | val_loss: 0.0311555 | Time: 3979.35 ms [2020-12-24 02:12:39 main:574] : INFO : Epoch 1845 | loss: 0.0311362 | val_loss: 0.0311587 | Time: 3264.06 ms [2020-12-24 02:12:43 main:574] : INFO : Epoch 1846 | loss: 0.0311317 | val_loss: 0.0311544 | Time: 4048 ms [2020-12-24 02:12:47 main:574] : INFO : Epoch 1847 | loss: 0.031133 | val_loss: 0.0311629 | Time: 3780.54 ms [2020-12-24 02:12:50 main:574] : INFO : Epoch 1848 | loss: 0.0311344 | val_loss: 0.0311637 | Time: 3473.47 ms [2020-12-24 02:12:54 main:574] : INFO : Epoch 1849 | loss: 0.0311342 | val_loss: 0.0311555 | Time: 4027.45 ms [2020-12-24 02:12:58 main:574] : INFO : Epoch 1850 | loss: 0.0311317 | val_loss: 0.0311657 | Time: 3182.18 ms [2020-12-24 02:13:01 main:574] : INFO : Epoch 1851 | loss: 0.0311337 | val_loss: 0.0311623 | Time: 3855.35 ms [2020-12-24 02:13:05 main:574] : INFO : Epoch 1852 | loss: 0.0311303 | val_loss: 0.0311552 | Time: 3978.29 ms [2020-12-24 02:13:09 main:574] : INFO : Epoch 1853 | loss: 0.0311289 | val_loss: 0.0311537 | Time: 3299.94 ms [2020-12-24 02:13:13 main:574] : INFO : Epoch 1854 | loss: 0.0311314 | val_loss: 0.0311574 | Time: 4095.69 ms [2020-12-24 02:13:17 main:574] : INFO : Epoch 1855 | loss: 0.0311296 | val_loss: 0.031155 | Time: 3949.2 ms [2020-12-24 02:13:20 main:574] : INFO : Epoch 1856 | loss: 0.0311313 | val_loss: 0.031154 | Time: 3318.73 ms [2020-12-24 02:13:24 main:574] : INFO : Epoch 1857 | loss: 0.0311305 | val_loss: 0.0311643 | Time: 3996.87 ms [2020-12-24 02:13:27 main:574] : INFO : Epoch 1858 | loss: 0.0311331 | val_loss: 0.0311628 | Time: 3351.09 ms [2020-12-24 02:13:31 main:574] : INFO : Epoch 1859 | loss: 0.0311323 | val_loss: 0.0311526 | Time: 3833.83 ms [2020-12-24 02:13:35 main:574] : INFO : Epoch 1860 | loss: 0.0311324 | val_loss: 0.0311605 | Time: 4109.4 ms [2020-12-24 02:13:38 main:574] : INFO : Epoch 1861 | loss: 0.0311311 | val_loss: 0.0311596 | Time: 3103.87 ms [2020-12-24 02:13:43 main:574] : INFO : Epoch 1862 | loss: 0.0311292 | val_loss: 0.0311542 | Time: 4063.32 ms [2020-12-24 02:13:47 main:574] : INFO : Epoch 1863 | loss: 0.0311305 | val_loss: 0.0311607 | Time: 4138.1 ms [2020-12-24 02:13:50 main:574] : INFO : Epoch 1864 | loss: 0.0311343 | val_loss: 0.031159 | Time: 3180.94 ms [2020-12-24 02:13:54 main:574] : INFO : Epoch 1865 | loss: 0.0311303 | val_loss: 0.0311539 | Time: 3934.03 ms [2020-12-24 02:13:57 main:574] : INFO : Epoch 1866 | loss: 0.0311304 | val_loss: 0.0311536 | Time: 3551.66 ms [2020-12-24 02:14:01 main:574] : INFO : Epoch 1867 | loss: 0.031131 | val_loss: 0.0311604 | Time: 3738.56 ms [2020-12-24 02:14:05 main:574] : INFO : Epoch 1868 | loss: 0.0311341 | val_loss: 0.0311538 | Time: 4057.26 ms [2020-12-24 02:14:08 main:574] : INFO : Epoch 1869 | loss: 0.0311271 | val_loss: 0.0311542 | Time: 3130.91 ms [2020-12-24 02:14:12 main:574] : INFO : Epoch 1870 | loss: 0.0311294 | val_loss: 0.0311544 | Time: 3954.59 ms [2020-12-24 02:14:16 main:574] : INFO : Epoch 1871 | loss: 0.0311292 | val_loss: 0.0311543 | Time: 4036.43 ms [2020-12-24 02:14:20 main:574] : INFO : Epoch 1872 | loss: 0.0311307 | val_loss: 0.0311552 | Time: 3220.82 ms [2020-12-24 02:14:24 main:574] : INFO : Epoch 1873 | loss: 0.031133 | val_loss: 0.0311581 | Time: 4121.91 ms [2020-12-24 02:14:27 main:574] : INFO : Epoch 1874 | loss: 0.0311309 | val_loss: 0.0311584 | Time: 3715.71 ms [2020-12-24 02:14:31 main:574] : INFO : Epoch 1875 | loss: 0.0311351 | val_loss: 0.0311593 | Time: 3642.52 ms [2020-12-24 02:14:35 main:574] : INFO : Epoch 1876 | loss: 0.0311297 | val_loss: 0.0311528 | Time: 3954.89 ms [2020-12-24 02:14:38 main:574] : INFO : Epoch 1877 | loss: 0.031132 | val_loss: 0.0311608 | Time: 3234.25 ms [2020-12-24 02:14:42 main:574] : INFO : Epoch 1878 | loss: 0.0311494 | val_loss: 0.0311552 | Time: 4009.04 ms [2020-12-24 02:14:46 main:574] : INFO : Epoch 1879 | loss: 0.0311451 | val_loss: 0.031153 | Time: 4061.54 ms [2020-12-24 02:14:49 main:574] : INFO : Epoch 1880 | loss: 0.0311399 | val_loss: 0.0311521 | Time: 3041.99 ms [2020-12-24 02:14:53 main:574] : INFO : Epoch 1881 | loss: 0.0311353 | val_loss: 0.0311561 | Time: 3991.42 ms [2020-12-24 02:14:57 main:574] : INFO : Epoch 1882 | loss: 0.0311356 | val_loss: 0.0311501 | Time: 3759.98 ms [2020-12-24 02:15:01 main:574] : INFO : Epoch 1883 | loss: 0.0311324 | val_loss: 0.0311524 | Time: 3456.72 ms [2020-12-24 02:15:05 main:574] : INFO : Epoch 1884 | loss: 0.0311324 | val_loss: 0.0311519 | Time: 3992.38 ms [2020-12-24 02:15:08 main:574] : INFO : Epoch 1885 | loss: 0.0311314 | val_loss: 0.0311631 | Time: 3214.3 ms [2020-12-24 02:15:12 main:574] : INFO : Epoch 1886 | loss: 0.0311308 | val_loss: 0.0311553 | Time: 3815.92 ms [2020-12-24 02:15:16 main:574] : INFO : Epoch 1887 | loss: 0.0311298 | val_loss: 0.0311547 | Time: 4179.98 ms [2020-12-24 02:15:19 main:574] : INFO : Epoch 1888 | loss: 0.0311317 | val_loss: 0.0311628 | Time: 3178.07 ms [2020-12-24 02:15:23 main:574] : INFO : Epoch 1889 | loss: 0.0311328 | val_loss: 0.0311565 | Time: 4080.18 ms [2020-12-24 02:15:27 main:574] : INFO : Epoch 1890 | loss: 0.0311284 | val_loss: 0.0311563 | Time: 3869.31 ms [2020-12-24 02:15:30 main:574] : INFO : Epoch 1891 | loss: 0.0311266 | val_loss: 0.0311543 | Time: 3228.48 ms [2020-12-24 02:15:34 main:574] : INFO : Epoch 1892 | loss: 0.0311274 | val_loss: 0.0311531 | Time: 4023.95 ms [2020-12-24 02:15:38 main:574] : INFO : Epoch 1893 | loss: 0.031129 | val_loss: 0.0311516 | Time: 3446.9 ms [2020-12-24 02:15:42 main:574] : INFO : Epoch 1894 | loss: 0.0311309 | val_loss: 0.0311575 | Time: 3802.94 ms [2020-12-24 02:15:46 main:574] : INFO : Epoch 1895 | loss: 0.0311289 | val_loss: 0.0311534 | Time: 4139.73 ms [2020-12-24 02:15:49 main:574] : INFO : Epoch 1896 | loss: 0.0311256 | val_loss: 0.0311566 | Time: 3193.58 ms [2020-12-24 02:15:53 main:574] : INFO : Epoch 1897 | loss: 0.0311265 | val_loss: 0.0311531 | Time: 3933.21 ms [2020-12-24 02:15:57 main:574] : INFO : Epoch 1898 | loss: 0.0311273 | val_loss: 0.0311545 | Time: 3945.34 ms [2020-12-24 02:16:00 main:574] : INFO : Epoch 1899 | loss: 0.0311287 | val_loss: 0.0311513 | Time: 3071.31 ms [2020-12-24 02:16:04 main:574] : INFO : Epoch 1900 | loss: 0.0311266 | val_loss: 0.0311543 | Time: 4013.51 ms [2020-12-24 02:16:08 main:574] : INFO : Epoch 1901 | loss: 0.0311248 | val_loss: 0.0311557 | Time: 3646.62 ms [2020-12-24 02:16:11 main:574] : INFO : Epoch 1902 | loss: 0.0311254 | val_loss: 0.031154 | Time: 3540.17 ms [2020-12-24 02:16:15 main:574] : INFO : Epoch 1903 | loss: 0.0311288 | val_loss: 0.0311539 | Time: 3948.48 ms [2020-12-24 02:16:18 main:574] : INFO : Epoch 1904 | loss: 0.031127 | val_loss: 0.031156 | Time: 3304.31 ms [2020-12-24 02:16:22 main:574] : INFO : Epoch 1905 | loss: 0.0311308 | val_loss: 0.0311566 | Time: 4007.6 ms [2020-12-24 02:16:26 main:574] : INFO : Epoch 1906 | loss: 0.0311328 | val_loss: 0.0311593 | Time: 4018.43 ms [2020-12-24 02:16:30 main:574] : INFO : Epoch 1907 | loss: 0.0311297 | val_loss: 0.0311523 | Time: 3124.4 ms [2020-12-24 02:16:34 main:574] : INFO : Epoch 1908 | loss: 0.0311281 | val_loss: 0.0311543 | Time: 3965.08 ms [2020-12-24 02:16:37 main:574] : INFO : Epoch 1909 | loss: 0.0311285 | val_loss: 0.0311553 | Time: 3842.41 ms [2020-12-24 02:16:41 main:574] : INFO : Epoch 1910 | loss: 0.0311272 | val_loss: 0.0311537 | Time: 3402.82 ms [2020-12-24 02:16:45 main:574] : INFO : Epoch 1911 | loss: 0.0311259 | val_loss: 0.0311505 | Time: 4096.57 ms [2020-12-24 02:16:48 main:574] : INFO : Epoch 1912 | loss: 0.031127 | val_loss: 0.0311675 | Time: 3290.44 ms [2020-12-24 02:16:52 main:574] : INFO : Epoch 1913 | loss: 0.0311293 | val_loss: 0.0311542 | Time: 4107.93 ms [2020-12-24 02:16:56 main:574] : INFO : Epoch 1914 | loss: 0.0311261 | val_loss: 0.0311572 | Time: 4005.04 ms [2020-12-24 02:17:00 main:574] : INFO : Epoch 1915 | loss: 0.0311279 | val_loss: 0.0311641 | Time: 3201.63 ms [2020-12-24 02:17:03 main:574] : INFO : Epoch 1916 | loss: 0.0311263 | val_loss: 0.0311531 | Time: 3946.9 ms [2020-12-24 02:17:07 main:574] : INFO : Epoch 1917 | loss: 0.031123 | val_loss: 0.0311553 | Time: 3890.72 ms [2020-12-24 02:17:11 main:574] : INFO : Epoch 1918 | loss: 0.0311236 | val_loss: 0.031166 | Time: 3207.85 ms [2020-12-24 02:17:15 main:574] : INFO : Epoch 1919 | loss: 0.0311259 | val_loss: 0.0311551 | Time: 4687.51 ms [2020-12-24 02:17:19 main:574] : INFO : Epoch 1920 | loss: 0.0311219 | val_loss: 0.0311534 | Time: 3835.63 ms [2020-12-24 02:17:23 main:574] : INFO : Epoch 1921 | loss: 0.0311217 | val_loss: 0.031152 | Time: 4035.17 ms [2020-12-24 02:17:27 main:574] : INFO : Epoch 1922 | loss: 0.0311219 | val_loss: 0.0311584 | Time: 4063.87 ms [2020-12-24 02:17:30 main:574] : INFO : Epoch 1923 | loss: 0.0311249 | val_loss: 0.0311542 | Time: 3209.83 ms [2020-12-24 02:17:35 main:574] : INFO : Epoch 1924 | loss: 0.031123 | val_loss: 0.0311571 | Time: 4093.19 ms [2020-12-24 02:17:38 main:574] : INFO : Epoch 1925 | loss: 0.0311229 | val_loss: 0.0311533 | Time: 3458.34 ms [2020-12-24 02:17:42 main:574] : INFO : Epoch 1926 | loss: 0.0311226 | val_loss: 0.0311565 | Time: 3644.77 ms [2020-12-24 02:17:46 main:574] : INFO : Epoch 1927 | loss: 0.0311222 | val_loss: 0.0311533 | Time: 4130.37 ms [2020-12-24 02:17:49 main:574] : INFO : Epoch 1928 | loss: 0.0311249 | val_loss: 0.0311543 | Time: 3202.52 ms [2020-12-24 02:17:53 main:574] : INFO : Epoch 1929 | loss: 0.0311239 | val_loss: 0.0311611 | Time: 4017.76 ms [2020-12-24 02:17:57 main:574] : INFO : Epoch 1930 | loss: 0.0311235 | val_loss: 0.0311577 | Time: 3955.29 ms [2020-12-24 02:18:00 main:574] : INFO : Epoch 1931 | loss: 0.0311257 | val_loss: 0.0311542 | Time: 3218.94 ms [2020-12-24 02:18:04 main:574] : INFO : Epoch 1932 | loss: 0.0311256 | val_loss: 0.0311581 | Time: 3949.33 ms [2020-12-24 02:18:08 main:574] : INFO : Epoch 1933 | loss: 0.0311316 | val_loss: 0.0311584 | Time: 3707.04 ms [2020-12-24 02:18:11 main:574] : INFO : Epoch 1934 | loss: 0.0311304 | val_loss: 0.0311525 | Time: 3472.3 ms [2020-12-24 02:18:15 main:574] : INFO : Epoch 1935 | loss: 0.0311269 | val_loss: 0.031156 | Time: 4096.95 ms [2020-12-24 02:18:19 main:574] : INFO : Epoch 1936 | loss: 0.0311271 | val_loss: 0.0311603 | Time: 3104.34 ms [2020-12-24 02:18:23 main:574] : INFO : Epoch 1937 | loss: 0.0311304 | val_loss: 0.0311562 | Time: 4072.19 ms [2020-12-24 02:18:27 main:574] : INFO : Epoch 1938 | loss: 0.0311377 | val_loss: 0.0311624 | Time: 3995.4 ms [2020-12-24 02:18:30 main:574] : INFO : Epoch 1939 | loss: 0.0311328 | val_loss: 0.0311551 | Time: 3202.75 ms [2020-12-24 02:18:34 main:574] : INFO : Epoch 1940 | loss: 0.031129 | val_loss: 0.0311522 | Time: 4019.25 ms [2020-12-24 02:18:38 main:574] : INFO : Epoch 1941 | loss: 0.0311248 | val_loss: 0.0311538 | Time: 3890.95 ms [2020-12-24 02:18:41 main:574] : INFO : Epoch 1942 | loss: 0.0311278 | val_loss: 0.0311613 | Time: 3330.45 ms [2020-12-24 02:18:45 main:574] : INFO : Epoch 1943 | loss: 0.0311254 | val_loss: 0.031157 | Time: 3984.99 ms [2020-12-24 02:18:48 main:574] : INFO : Epoch 1944 | loss: 0.0311259 | val_loss: 0.0311527 | Time: 3288.01 ms [2020-12-24 02:18:52 main:574] : INFO : Epoch 1945 | loss: 0.0311244 | val_loss: 0.0311557 | Time: 3819.65 ms [2020-12-24 02:18:56 main:574] : INFO : Epoch 1946 | loss: 0.0311228 | val_loss: 0.0311525 | Time: 4019.82 ms [2020-12-24 02:18:59 main:574] : INFO : Epoch 1947 | loss: 0.031123 | val_loss: 0.0311567 | Time: 3102.33 ms [2020-12-24 02:19:03 main:574] : INFO : Epoch 1948 | loss: 0.0311215 | val_loss: 0.031155 | Time: 4095.64 ms [2020-12-24 02:19:07 main:574] : INFO : Epoch 1949 | loss: 0.0311219 | val_loss: 0.0311538 | Time: 3912.99 ms [2020-12-24 02:19:11 main:574] : INFO : Epoch 1950 | loss: 0.031121 | val_loss: 0.0311572 | Time: 3658.58 ms [2020-12-24 02:19:15 main:574] : INFO : Epoch 1951 | loss: 0.0311282 | val_loss: 0.0311519 | Time: 4072.22 ms [2020-12-24 02:19:19 main:574] : INFO : Epoch 1952 | loss: 0.031127 | val_loss: 0.031154 | Time: 3383.64 ms [2020-12-24 02:19:22 main:574] : INFO : Epoch 1953 | loss: 0.0311251 | val_loss: 0.0311571 | Time: 3840.55 ms [2020-12-24 02:19:26 main:574] : INFO : Epoch 1954 | loss: 0.0311264 | val_loss: 0.0311578 | Time: 3986.88 ms [2020-12-24 02:19:30 main:574] : INFO : Epoch 1955 | loss: 0.0311261 | val_loss: 0.0311623 | Time: 3140.57 ms [2020-12-24 02:19:34 main:574] : INFO : Epoch 1956 | loss: 0.0311287 | val_loss: 0.0311559 | Time: 4070.6 ms [2020-12-24 02:19:38 main:574] : INFO : Epoch 1957 | loss: 0.0311269 | val_loss: 0.0311523 | Time: 4023.52 ms [2020-12-24 02:19:41 main:574] : INFO : Epoch 1958 | loss: 0.0311263 | val_loss: 0.0311625 | Time: 3246.49 ms [2020-12-24 02:19:45 main:574] : INFO : Epoch 1959 | loss: 0.0311247 | val_loss: 0.0311581 | Time: 3969.52 ms [2020-12-24 02:19:48 main:574] : INFO : Epoch 1960 | loss: 0.0311228 | val_loss: 0.031152 | Time: 3494.12 ms [2020-12-24 02:19:52 main:574] : INFO : Epoch 1961 | loss: 0.0311226 | val_loss: 0.0311512 | Time: 3689.89 ms [2020-12-24 02:19:56 main:574] : INFO : Epoch 1962 | loss: 0.0311212 | val_loss: 0.0311601 | Time: 3965.11 ms [2020-12-24 02:19:59 main:574] : INFO : Epoch 1963 | loss: 0.031123 | val_loss: 0.0311549 | Time: 3204.85 ms [2020-12-24 02:20:03 main:574] : INFO : Epoch 1964 | loss: 0.0311229 | val_loss: 0.0311519 | Time: 4110.89 ms [2020-12-24 02:20:07 main:574] : INFO : Epoch 1965 | loss: 0.0311222 | val_loss: 0.031157 | Time: 3975.4 ms [2020-12-24 02:20:11 main:574] : INFO : Epoch 1966 | loss: 0.0311227 | val_loss: 0.031154 | Time: 3185.65 ms [2020-12-24 02:20:15 main:574] : INFO : Epoch 1967 | loss: 0.0311285 | val_loss: 0.0311548 | Time: 3983.01 ms [2020-12-24 02:20:18 main:574] : INFO : Epoch 1968 | loss: 0.0311288 | val_loss: 0.0311622 | Time: 3677.04 ms [2020-12-24 02:20:22 main:574] : INFO : Epoch 1969 | loss: 0.0311386 | val_loss: 0.0311563 | Time: 3438.67 ms [2020-12-24 02:20:26 main:574] : INFO : Epoch 1970 | loss: 0.0311304 | val_loss: 0.0311525 | Time: 3950.81 ms [2020-12-24 02:20:29 main:574] : INFO : Epoch 1971 | loss: 0.0311292 | val_loss: 0.0311526 | Time: 3251.9 ms [2020-12-24 02:20:33 main:574] : INFO : Epoch 1972 | loss: 0.031126 | val_loss: 0.0311532 | Time: 4070.31 ms [2020-12-24 02:20:37 main:574] : INFO : Epoch 1973 | loss: 0.0311221 | val_loss: 0.0311542 | Time: 4047.4 ms [2020-12-24 02:20:40 main:574] : INFO : Epoch 1974 | loss: 0.0311258 | val_loss: 0.0311542 | Time: 3137.9 ms [2020-12-24 02:20:44 main:574] : INFO : Epoch 1975 | loss: 0.0311212 | val_loss: 0.0311598 | Time: 3975.89 ms [2020-12-24 02:20:48 main:574] : INFO : Epoch 1976 | loss: 0.0311238 | val_loss: 0.03116 | Time: 3907 ms [2020-12-24 02:20:51 main:574] : INFO : Epoch 1977 | loss: 0.0311222 | val_loss: 0.0311557 | Time: 3270.56 ms [2020-12-24 02:20:55 main:574] : INFO : Epoch 1978 | loss: 0.031121 | val_loss: 0.0311567 | Time: 4038.83 ms [2020-12-24 02:20:59 main:574] : INFO : Epoch 1979 | loss: 0.0311202 | val_loss: 0.0311518 | Time: 3430.05 ms [2020-12-24 02:21:03 main:574] : INFO : Epoch 1980 | loss: 0.0311192 | val_loss: 0.0311553 | Time: 3869.22 ms [2020-12-24 02:21:07 main:574] : INFO : Epoch 1981 | loss: 0.0311191 | val_loss: 0.0311577 | Time: 3965.94 ms [2020-12-24 02:21:10 main:574] : INFO : Epoch 1982 | loss: 0.0311204 | val_loss: 0.0311545 | Time: 3120.2 ms [2020-12-24 02:21:14 main:574] : INFO : Epoch 1983 | loss: 0.0311227 | val_loss: 0.0311601 | Time: 4036.43 ms [2020-12-24 02:21:18 main:574] : INFO : Epoch 1984 | loss: 0.031121 | val_loss: 0.0311629 | Time: 3993.24 ms [2020-12-24 02:21:21 main:574] : INFO : Epoch 1985 | loss: 0.0311207 | val_loss: 0.0311607 | Time: 3245.29 ms [2020-12-24 02:21:25 main:574] : INFO : Epoch 1986 | loss: 0.031118 | val_loss: 0.0311576 | Time: 3999.52 ms [2020-12-24 02:21:29 main:574] : INFO : Epoch 1987 | loss: 0.0311173 | val_loss: 0.031164 | Time: 3518.8 ms [2020-12-24 02:21:32 main:574] : INFO : Epoch 1988 | loss: 0.0311205 | val_loss: 0.03116 | Time: 3672.15 ms [2020-12-24 02:21:36 main:574] : INFO : Epoch 1989 | loss: 0.0311199 | val_loss: 0.031154 | Time: 3998.36 ms [2020-12-24 02:21:40 main:574] : INFO : Epoch 1990 | loss: 0.03112 | val_loss: 0.0311555 | Time: 3256.51 ms [2020-12-24 02:21:44 main:574] : INFO : Epoch 1991 | loss: 0.0311209 | val_loss: 0.0311552 | Time: 3983.34 ms [2020-12-24 02:21:48 main:574] : INFO : Epoch 1992 | loss: 0.0311233 | val_loss: 0.0311539 | Time: 4033.83 ms [2020-12-24 02:21:51 main:574] : INFO : Epoch 1993 | loss: 0.0311215 | val_loss: 0.0311601 | Time: 3187.4 ms [2020-12-24 02:21:55 main:574] : INFO : Epoch 1994 | loss: 0.0311251 | val_loss: 0.0311589 | Time: 4006.37 ms [2020-12-24 02:21:59 main:574] : INFO : Epoch 1995 | loss: 0.0311247 | val_loss: 0.0311551 | Time: 3706.9 ms [2020-12-24 02:22:02 main:574] : INFO : Epoch 1996 | loss: 0.0311174 | val_loss: 0.0311519 | Time: 3479.01 ms [2020-12-24 02:22:06 main:574] : INFO : Epoch 1997 | loss: 0.0311183 | val_loss: 0.0311515 | Time: 4020.87 ms [2020-12-24 02:22:09 main:574] : INFO : Epoch 1998 | loss: 0.031118 | val_loss: 0.0311546 | Time: 3163.56 ms [2020-12-24 02:22:13 main:574] : INFO : Epoch 1999 | loss: 0.0311175 | val_loss: 0.0311579 | Time: 4009.04 ms [2020-12-24 02:22:17 main:574] : INFO : Epoch 2000 | loss: 0.0311175 | val_loss: 0.0311612 | Time: 4071.51 ms [2020-12-24 02:22:21 main:574] : INFO : Epoch 2001 | loss: 0.0311165 | val_loss: 0.0311591 | Time: 3205.97 ms [2020-12-24 02:22:25 main:574] : INFO : Epoch 2002 | loss: 0.0311168 | val_loss: 0.0311584 | Time: 4041.26 ms [2020-12-24 02:22:28 main:574] : INFO : Epoch 2003 | loss: 0.0311219 | val_loss: 0.0311604 | Time: 3864.62 ms [2020-12-24 02:22:32 main:574] : INFO : Epoch 2004 | loss: 0.0311238 | val_loss: 0.0311503 | Time: 3352.94 ms [2020-12-24 02:22:36 main:574] : INFO : Epoch 2005 | loss: 0.0311178 | val_loss: 0.0311565 | Time: 4055.2 ms [2020-12-24 02:22:39 main:574] : INFO : Epoch 2006 | loss: 0.0311186 | val_loss: 0.0311598 | Time: 3287.73 ms [2020-12-24 02:22:43 main:574] : INFO : Epoch 2007 | loss: 0.0311245 | val_loss: 0.0311622 | Time: 3870.49 ms [2020-12-24 02:22:47 main:574] : INFO : Epoch 2008 | loss: 0.0311206 | val_loss: 0.0311556 | Time: 4034.35 ms [2020-12-24 02:22:50 main:574] : INFO : Epoch 2009 | loss: 0.0311188 | val_loss: 0.0311543 | Time: 3213.11 ms [2020-12-24 02:22:54 main:574] : INFO : Epoch 2010 | loss: 0.0311182 | val_loss: 0.0311552 | Time: 4114.44 ms [2020-12-24 02:22:58 main:574] : INFO : Epoch 2011 | loss: 0.0311164 | val_loss: 0.0311593 | Time: 3977.58 ms [2020-12-24 02:23:02 main:574] : INFO : Epoch 2012 | loss: 0.0311188 | val_loss: 0.0311599 | Time: 3304.99 ms [2020-12-24 02:23:06 main:574] : INFO : Epoch 2013 | loss: 0.0311184 | val_loss: 0.0311659 | Time: 4045.35 ms [2020-12-24 02:23:09 main:574] : INFO : Epoch 2014 | loss: 0.0311201 | val_loss: 0.0311561 | Time: 3371.32 ms [2020-12-24 02:23:13 main:574] : INFO : Epoch 2015 | loss: 0.0311148 | val_loss: 0.031161 | Time: 3781.04 ms [2020-12-24 02:23:17 main:574] : INFO : Epoch 2016 | loss: 0.0311157 | val_loss: 0.0311681 | Time: 4018.32 ms [2020-12-24 02:23:20 main:574] : INFO : Epoch 2017 | loss: 0.0311181 | val_loss: 0.0311545 | Time: 3263.82 ms [2020-12-24 02:23:24 main:574] : INFO : Epoch 2018 | loss: 0.0311145 | val_loss: 0.031155 | Time: 4036.57 ms [2020-12-24 02:23:28 main:574] : INFO : Epoch 2019 | loss: 0.031116 | val_loss: 0.031162 | Time: 4055.08 ms [2020-12-24 02:23:32 main:574] : INFO : Epoch 2020 | loss: 0.03112 | val_loss: 0.0311551 | Time: 3176.99 ms [2020-12-24 02:23:36 main:574] : INFO : Epoch 2021 | loss: 0.0311195 | val_loss: 0.0311617 | Time: 4021.97 ms [2020-12-24 02:23:39 main:574] : INFO : Epoch 2022 | loss: 0.0311181 | val_loss: 0.0311575 | Time: 3500.6 ms [2020-12-24 02:23:43 main:574] : INFO : Epoch 2023 | loss: 0.0311188 | val_loss: 0.0311576 | Time: 3699.05 ms [2020-12-24 02:23:47 main:574] : INFO : Epoch 2024 | loss: 0.0311163 | val_loss: 0.0311649 | Time: 3993.21 ms [2020-12-24 02:23:50 main:574] : INFO : Epoch 2025 | loss: 0.031127 | val_loss: 0.0311586 | Time: 3325.34 ms [2020-12-24 02:23:54 main:574] : INFO : Epoch 2026 | loss: 0.0311218 | val_loss: 0.0311537 | Time: 3996.78 ms [2020-12-24 02:23:58 main:574] : INFO : Epoch 2027 | loss: 0.0311172 | val_loss: 0.0311631 | Time: 4066.02 ms [2020-12-24 02:24:01 main:574] : INFO : Epoch 2028 | loss: 0.0311162 | val_loss: 0.0311565 | Time: 3203.93 ms [2020-12-24 02:24:05 main:574] : INFO : Epoch 2029 | loss: 0.0311146 | val_loss: 0.0311589 | Time: 3937.26 ms [2020-12-24 02:24:09 main:574] : INFO : Epoch 2030 | loss: 0.0311144 | val_loss: 0.0311589 | Time: 3612.7 ms [2020-12-24 02:24:13 main:574] : INFO : Epoch 2031 | loss: 0.0311143 | val_loss: 0.0311667 | Time: 3497.12 ms [2020-12-24 02:24:17 main:574] : INFO : Epoch 2032 | loss: 0.0311202 | val_loss: 0.0311634 | Time: 4054.56 ms [2020-12-24 02:24:20 main:574] : INFO : Epoch 2033 | loss: 0.0311148 | val_loss: 0.0311664 | Time: 3240.5 ms [2020-12-24 02:24:24 main:574] : INFO : Epoch 2034 | loss: 0.0311134 | val_loss: 0.0311627 | Time: 4079.81 ms [2020-12-24 02:24:28 main:574] : INFO : Epoch 2035 | loss: 0.0311164 | val_loss: 0.0311592 | Time: 4323.41 ms [2020-12-24 02:24:31 main:574] : INFO : Epoch 2036 | loss: 0.0311156 | val_loss: 0.0311621 | Time: 3233.77 ms [2020-12-24 02:24:36 main:574] : INFO : Epoch 2037 | loss: 0.0311154 | val_loss: 0.0311617 | Time: 4172.41 ms [2020-12-24 02:24:39 main:574] : INFO : Epoch 2038 | loss: 0.0311165 | val_loss: 0.0311601 | Time: 3513.97 ms [2020-12-24 02:24:43 main:574] : INFO : Epoch 2039 | loss: 0.0311158 | val_loss: 0.0311544 | Time: 3585.36 ms [2020-12-24 02:24:47 main:574] : INFO : Epoch 2040 | loss: 0.0311186 | val_loss: 0.0311586 | Time: 4035.65 ms [2020-12-24 02:24:50 main:574] : INFO : Epoch 2041 | loss: 0.0311285 | val_loss: 0.031157 | Time: 3179.19 ms [2020-12-24 02:24:54 main:574] : INFO : Epoch 2042 | loss: 0.0311265 | val_loss: 0.0311581 | Time: 3941.84 ms [2020-12-24 02:24:58 main:574] : INFO : Epoch 2043 | loss: 0.0311219 | val_loss: 0.0311533 | Time: 4080.4 ms [2020-12-24 02:25:01 main:574] : INFO : Epoch 2044 | loss: 0.0311179 | val_loss: 0.0311591 | Time: 3158.84 ms [2020-12-24 02:25:05 main:574] : INFO : Epoch 2045 | loss: 0.0311151 | val_loss: 0.031157 | Time: 4005.23 ms [2020-12-24 02:25:09 main:574] : INFO : Epoch 2046 | loss: 0.0311165 | val_loss: 0.0311622 | Time: 3746.07 ms [2020-12-24 02:25:12 main:574] : INFO : Epoch 2047 | loss: 0.0311144 | val_loss: 0.0311562 | Time: 3342.62 ms [2020-12-24 02:25:16 main:574] : INFO : Epoch 2048 | loss: 0.031113 | val_loss: 0.03116 | Time: 4084.22 ms [2020-12-24 02:25:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.03116 [2020-12-24 02:25:16 main:603] : INFO : Saving end state to config to file [2020-12-24 02:25:16 main:608] : INFO : Success, exiting.. 02:25:16 (57776): 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)